id	sid	tid	token	lemma	pos
work_gniikk56ozfrdkymnqceabofwe	1	1	Department	Department	NNP
work_gniikk56ozfrdkymnqceabofwe	1	2	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	1	3	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	1	4	Working	Working	NNP
work_gniikk56ozfrdkymnqceabofwe	1	5	Paper	Paper	NNP
work_gniikk56ozfrdkymnqceabofwe	1	6	Series	Series	NNP
work_gniikk56ozfrdkymnqceabofwe	1	7	Productivity	Productivity	NNP
work_gniikk56ozfrdkymnqceabofwe	1	8	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	1	9	Discrimination	Discrimination	NNP
work_gniikk56ozfrdkymnqceabofwe	1	10	?	?	.
work_gniikk56ozfrdkymnqceabofwe	2	1	Beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	2	2	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	2	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	2	4	Exams	Exams	NNPS
work_gniikk56ozfrdkymnqceabofwe	2	5	.	.	.
work_gniikk56ozfrdkymnqceabofwe	3	1	Giam	Giam	NNP
work_gniikk56ozfrdkymnqceabofwe	3	2	Pietro	Pietro	NNP
work_gniikk56ozfrdkymnqceabofwe	3	3	Cipriani	Cipriani	NNP
work_gniikk56ozfrdkymnqceabofwe	3	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	3	5	Angelo	Angelo	NNP
work_gniikk56ozfrdkymnqceabofwe	3	6	Zago	Zago	NNP
work_gniikk56ozfrdkymnqceabofwe	3	7	WP	WP	NNP
work_gniikk56ozfrdkymnqceabofwe	3	8	Number	number	NN
work_gniikk56ozfrdkymnqceabofwe	3	9	:	:	:
work_gniikk56ozfrdkymnqceabofwe	3	10	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	3	11	December	December	NNP
work_gniikk56ozfrdkymnqceabofwe	3	12	2005	2005	CD
work_gniikk56ozfrdkymnqceabofwe	3	13	ISSN	issn	NN
work_gniikk56ozfrdkymnqceabofwe	3	14	:	:	:
work_gniikk56ozfrdkymnqceabofwe	3	15	0000	0000	CD
work_gniikk56ozfrdkymnqceabofwe	3	16	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	3	17	0000	0000	CD
work_gniikk56ozfrdkymnqceabofwe	3	18	Productivity	Productivity	NNP
work_gniikk56ozfrdkymnqceabofwe	3	19	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	3	20	Discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	3	21	?	?	.
work_gniikk56ozfrdkymnqceabofwe	4	1	Beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	4	2	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	4	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	4	4	Exams	Exams	NNPS
work_gniikk56ozfrdkymnqceabofwe	4	5	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	4	6	Giam	Giam	NNP
work_gniikk56ozfrdkymnqceabofwe	4	7	Pietro	Pietro	NNP
work_gniikk56ozfrdkymnqceabofwe	4	8	Cipriani	Cipriani	NNP
work_gniikk56ozfrdkymnqceabofwe	4	9	&	&	CC
work_gniikk56ozfrdkymnqceabofwe	4	10	Angelo	Angelo	NNP
work_gniikk56ozfrdkymnqceabofwe	4	11	Zago	Zago	NNP
work_gniikk56ozfrdkymnqceabofwe	4	12	Department	Department	NNP
work_gniikk56ozfrdkymnqceabofwe	4	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	4	14	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	4	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	4	16	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	4	17	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	4	18	Verona	Verona	NNP
work_gniikk56ozfrdkymnqceabofwe	4	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	4	20	Italy	Italy	NNP
work_gniikk56ozfrdkymnqceabofwe	4	21	Abstract	Abstract	NNP
work_gniikk56ozfrdkymnqceabofwe	4	22	Do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	4	23	good	good	JJ
work_gniikk56ozfrdkymnqceabofwe	4	24	looks	look	NNS
work_gniikk56ozfrdkymnqceabofwe	4	25	make	make	VB
work_gniikk56ozfrdkymnqceabofwe	4	26	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	4	27	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	4	28	productive	productive	JJ
work_gniikk56ozfrdkymnqceabofwe	4	29	?	?	.
work_gniikk56ozfrdkymnqceabofwe	5	1	An	an	DT
work_gniikk56ozfrdkymnqceabofwe	5	2	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	5	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	5	4	looks	look	NNS
work_gniikk56ozfrdkymnqceabofwe	5	5	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	5	6	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	5	7	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	5	8	been	be	VBN
work_gniikk56ozfrdkymnqceabofwe	5	9	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	5	10	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	5	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	5	12	empirical	empirical	JJ
work_gniikk56ozfrdkymnqceabofwe	5	13	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	5	14	:	:	:
work_gniikk56ozfrdkymnqceabofwe	5	15	plain	plain	JJ
work_gniikk56ozfrdkymnqceabofwe	5	16	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	5	17	earn	earn	VBP
work_gniikk56ozfrdkymnqceabofwe	5	18	less	less	JJR
work_gniikk56ozfrdkymnqceabofwe	5	19	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	5	20	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	5	21	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	5	22	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	5	23	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	5	24	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	5	25	earn	earn	VBP
work_gniikk56ozfrdkymnqceabofwe	5	26	less	less	JJR
work_gniikk56ozfrdkymnqceabofwe	5	27	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	5	28	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	5	29	good	good	RB
work_gniikk56ozfrdkymnqceabofwe	5	30	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	5	31	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	5	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	6	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	6	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	6	3	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	6	4	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	6	5	question	question	NN
work_gniikk56ozfrdkymnqceabofwe	6	6	remains	remain	VBZ
work_gniikk56ozfrdkymnqceabofwe	6	7	unanswered	unanswered	JJ
work_gniikk56ozfrdkymnqceabofwe	6	8	:	:	:
work_gniikk56ozfrdkymnqceabofwe	6	9	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	6	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	6	11	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	6	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	6	13	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	6	14	due	due	IN
work_gniikk56ozfrdkymnqceabofwe	6	15	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	6	16	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	6	17	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	6	18	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	6	19	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	6	20	?	?	.
work_gniikk56ozfrdkymnqceabofwe	7	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	7	2	provide	provide	VBP
work_gniikk56ozfrdkymnqceabofwe	7	3	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	7	4	against	against	IN
work_gniikk56ozfrdkymnqceabofwe	7	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	7	6	hypothesis	hypothesis	NN
work_gniikk56ozfrdkymnqceabofwe	7	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	7	8	Becker	becker	NN
work_gniikk56ozfrdkymnqceabofwe	7	9	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	7	10	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	7	11	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	7	12	stemming	stem	VBG
work_gniikk56ozfrdkymnqceabofwe	7	13	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	7	14	tastes	taste	NNS
work_gniikk56ozfrdkymnqceabofwe	7	15	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	7	16	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	7	17	favor	favor	NN
work_gniikk56ozfrdkymnqceabofwe	7	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	7	19	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	7	20	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	7	21	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	7	22	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	7	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	8	1	JEL	JEL	NNP
work_gniikk56ozfrdkymnqceabofwe	8	2	:	:	:
work_gniikk56ozfrdkymnqceabofwe	8	3	J71	J71	NNP
work_gniikk56ozfrdkymnqceabofwe	8	4	;	;	:
work_gniikk56ozfrdkymnqceabofwe	8	5	I20	I20	NNP
work_gniikk56ozfrdkymnqceabofwe	8	6	.	.	.
work_gniikk56ozfrdkymnqceabofwe	9	1	Keywords	keyword	NNS
work_gniikk56ozfrdkymnqceabofwe	9	2	:	:	:
work_gniikk56ozfrdkymnqceabofwe	9	3	Physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	9	4	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	9	5	;	;	:
work_gniikk56ozfrdkymnqceabofwe	9	6	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	9	7	;	;	:
work_gniikk56ozfrdkymnqceabofwe	9	8	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	9	9	.	.	.
work_gniikk56ozfrdkymnqceabofwe	10	1	1	1	LS
work_gniikk56ozfrdkymnqceabofwe	10	2	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	10	3	thank	thank	VBP
work_gniikk56ozfrdkymnqceabofwe	10	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	10	5	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	10	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	10	7	XX	XX	NNP
work_gniikk56ozfrdkymnqceabofwe	10	8	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	10	9	kindly	kindly	RB
work_gniikk56ozfrdkymnqceabofwe	10	10	providing	provide	VBG
work_gniikk56ozfrdkymnqceabofwe	10	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	10	12	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	10	13	.	.	.
work_gniikk56ozfrdkymnqceabofwe	11	1	G.	G.	NNP
work_gniikk56ozfrdkymnqceabofwe	11	2	Perrucci	Perrucci	NNP
work_gniikk56ozfrdkymnqceabofwe	11	3	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	11	4	N.	N.	NNP
work_gniikk56ozfrdkymnqceabofwe	11	5	Tommasi	Tommasi	NNP
work_gniikk56ozfrdkymnqceabofwe	11	6	provided	provide	VBD
work_gniikk56ozfrdkymnqceabofwe	11	7	excellent	excellent	JJ
work_gniikk56ozfrdkymnqceabofwe	11	8	support	support	NN
work_gniikk56ozfrdkymnqceabofwe	11	9	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	11	10	preparing	prepare	VBG
work_gniikk56ozfrdkymnqceabofwe	11	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	11	12	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	11	13	.	.	.
work_gniikk56ozfrdkymnqceabofwe	12	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	12	2	received	receive	VBD
work_gniikk56ozfrdkymnqceabofwe	12	3	helpful	helpful	JJ
work_gniikk56ozfrdkymnqceabofwe	12	4	comments	comment	NNS
work_gniikk56ozfrdkymnqceabofwe	12	5	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	12	6	D.	D.	NNP
work_gniikk56ozfrdkymnqceabofwe	12	7	Lubian	Lubian	NNP
work_gniikk56ozfrdkymnqceabofwe	12	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	12	9	M.	M.	NNP
work_gniikk56ozfrdkymnqceabofwe	12	10	Menon	Menon	NNP
work_gniikk56ozfrdkymnqceabofwe	12	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	12	12	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	12	13	especially	especially	RB
work_gniikk56ozfrdkymnqceabofwe	12	14	E.	E.	NNP
work_gniikk56ozfrdkymnqceabofwe	12	15	Cannon	Cannon	NNP
work_gniikk56ozfrdkymnqceabofwe	12	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	13	1	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	13	2	I.	I.	NNP
work_gniikk56ozfrdkymnqceabofwe	14	1	Introduction	introduction	NN
work_gniikk56ozfrdkymnqceabofwe	14	2	Following	follow	VBG
work_gniikk56ozfrdkymnqceabofwe	14	3	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	14	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	14	5	seminal	seminal	JJ
work_gniikk56ozfrdkymnqceabofwe	14	6	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	14	7	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	14	8	Becker	Becker	NNP
work_gniikk56ozfrdkymnqceabofwe	14	9	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	14	10	1957	1957	CD
work_gniikk56ozfrdkymnqceabofwe	14	11	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	14	12	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	14	13	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	14	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	14	15	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	14	16	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	14	17	been	be	VBN
work_gniikk56ozfrdkymnqceabofwe	14	18	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	14	19	vast	vast	JJ
work_gniikk56ozfrdkymnqceabofwe	14	20	empirical	empirical	JJ
work_gniikk56ozfrdkymnqceabofwe	14	21	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	14	22	measuring	measure	VBG
work_gniikk56ozfrdkymnqceabofwe	14	23	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	14	24	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	14	25	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	14	26	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	14	27	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	14	28	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	14	29	markets	market	NNS
work_gniikk56ozfrdkymnqceabofwe	14	30	outcomes	outcome	NNS
work_gniikk56ozfrdkymnqceabofwe	14	31	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	14	32	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	14	33	groups	group	NNS
work_gniikk56ozfrdkymnqceabofwe	14	34	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	14	35	workers	worker	NNS
work_gniikk56ozfrdkymnqceabofwe	14	36	.	.	.
work_gniikk56ozfrdkymnqceabofwe	15	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	15	2	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	15	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	15	4	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	15	5	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	15	6	wages	wage	NNS
work_gniikk56ozfrdkymnqceabofwe	15	7	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	15	8	now	now	RB
work_gniikk56ozfrdkymnqceabofwe	15	9	quite	quite	RB
work_gniikk56ozfrdkymnqceabofwe	15	10	well	well	RB
work_gniikk56ozfrdkymnqceabofwe	15	11	documented	document	VBN
work_gniikk56ozfrdkymnqceabofwe	15	12	.	.	.
work_gniikk56ozfrdkymnqceabofwe	16	1	For	for	IN
work_gniikk56ozfrdkymnqceabofwe	16	2	instance	instance	NN
work_gniikk56ozfrdkymnqceabofwe	16	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	16	4	weight	weight	NN
work_gniikk56ozfrdkymnqceabofwe	16	5	seems	seem	VBZ
work_gniikk56ozfrdkymnqceabofwe	16	6	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	16	7	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	16	8	affecting	affect	VBG
work_gniikk56ozfrdkymnqceabofwe	16	9	mainly	mainly	RB
work_gniikk56ozfrdkymnqceabofwe	16	10	female	female	JJ
work_gniikk56ozfrdkymnqceabofwe	16	11	wages	wage	NNS
work_gniikk56ozfrdkymnqceabofwe	16	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	16	13	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	16	14	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	16	15	wage	wage	NN
work_gniikk56ozfrdkymnqceabofwe	16	16	penalty	penalty	NN
work_gniikk56ozfrdkymnqceabofwe	16	17	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	16	18	obese	obese	JJ
work_gniikk56ozfrdkymnqceabofwe	16	19	women	woman	NNS
work_gniikk56ozfrdkymnqceabofwe	16	20	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	16	21	Averett	Averett	NNP
work_gniikk56ozfrdkymnqceabofwe	16	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	16	23	Korenman	Korenman	NNP
work_gniikk56ozfrdkymnqceabofwe	16	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	16	25	1996	1996	CD
work_gniikk56ozfrdkymnqceabofwe	16	26	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	16	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	17	1	Persico	Persico	NNP
work_gniikk56ozfrdkymnqceabofwe	17	2	et	et	NNP
work_gniikk56ozfrdkymnqceabofwe	17	3	al	al	NNP
work_gniikk56ozfrdkymnqceabofwe	17	4	.	.	.
work_gniikk56ozfrdkymnqceabofwe	18	1	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	18	2	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	18	3	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	18	4	explain	explain	VB
work_gniikk56ozfrdkymnqceabofwe	18	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	18	6	origin	origin	NN
work_gniikk56ozfrdkymnqceabofwe	18	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	18	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	18	9	“	"	``
work_gniikk56ozfrdkymnqceabofwe	18	10	height	height	NN
work_gniikk56ozfrdkymnqceabofwe	18	11	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	18	12	”	"	''
work_gniikk56ozfrdkymnqceabofwe	18	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	18	14	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	18	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	18	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	18	17	increase	increase	NN
work_gniikk56ozfrdkymnqceabofwe	18	18	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	18	19	wage	wage	NN
work_gniikk56ozfrdkymnqceabofwe	18	20	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	18	21	goes	go	VBZ
work_gniikk56ozfrdkymnqceabofwe	18	22	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	18	23	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	18	24	additional	additional	JJ
work_gniikk56ozfrdkymnqceabofwe	18	25	inch	inch	NN
work_gniikk56ozfrdkymnqceabofwe	18	26	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	18	27	height	height	NN
work_gniikk56ozfrdkymnqceabofwe	18	28	,	,	,
work_gniikk56ozfrdkymnqceabofwe	18	29	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	18	30	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	18	31	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	18	32	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	18	33	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	18	34	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	18	35	height	height	NN
work_gniikk56ozfrdkymnqceabofwe	18	36	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	18	37	teens	teen	NNS
work_gniikk56ozfrdkymnqceabofwe	18	38	age	age	NN
work_gniikk56ozfrdkymnqceabofwe	18	39	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	18	40	essentially	essentially	RB
work_gniikk56ozfrdkymnqceabofwe	18	41	determines	determine	VBZ
work_gniikk56ozfrdkymnqceabofwe	18	42	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	18	43	returns	return	NNS
work_gniikk56ozfrdkymnqceabofwe	18	44	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	18	45	height	height	NN
work_gniikk56ozfrdkymnqceabofwe	18	46	.	.	.
work_gniikk56ozfrdkymnqceabofwe	19	1	Recent	recent	JJ
work_gniikk56ozfrdkymnqceabofwe	19	2	research	research	NN
work_gniikk56ozfrdkymnqceabofwe	19	3	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	19	4	studied	study	VBN
work_gniikk56ozfrdkymnqceabofwe	19	5	how	how	WRB
work_gniikk56ozfrdkymnqceabofwe	19	6	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	19	7	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	19	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	19	9	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	19	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	19	11	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	19	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	19	13	affects	affect	VBZ
work_gniikk56ozfrdkymnqceabofwe	19	14	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	19	15	markets	market	NNS
work_gniikk56ozfrdkymnqceabofwe	19	16	outcomes	outcome	NNS
work_gniikk56ozfrdkymnqceabofwe	19	17	.	.	.
work_gniikk56ozfrdkymnqceabofwe	20	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	20	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	20	3	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	20	4	task	task	NN
work_gniikk56ozfrdkymnqceabofwe	20	5	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	20	6	usually	usually	RB
work_gniikk56ozfrdkymnqceabofwe	20	7	complicated	complicate	VBN
work_gniikk56ozfrdkymnqceabofwe	20	8	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	20	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	20	10	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	20	11	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	20	12	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	20	13	groups	group	NNS
work_gniikk56ozfrdkymnqceabofwe	20	14	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	20	15	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	20	16	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	20	17	productivities	productivity	NNS
work_gniikk56ozfrdkymnqceabofwe	20	18	.	.	.
work_gniikk56ozfrdkymnqceabofwe	21	1	Hamermesh	Hamermesh	NNP
work_gniikk56ozfrdkymnqceabofwe	21	2	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	21	3	Biddle	Biddle	NNP
work_gniikk56ozfrdkymnqceabofwe	21	4	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	21	5	H&B	H&B	NNP
work_gniikk56ozfrdkymnqceabofwe	21	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	21	7	1994	1994	CD
work_gniikk56ozfrdkymnqceabofwe	21	8	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	21	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	21	10	Biddle	Biddle	NNP
work_gniikk56ozfrdkymnqceabofwe	21	11	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	21	12	Hamermesh	Hamermesh	NNP
work_gniikk56ozfrdkymnqceabofwe	21	13	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	21	14	1998	1998	CD
work_gniikk56ozfrdkymnqceabofwe	21	15	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	21	16	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	21	17	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	21	18	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	21	19	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	21	20	affects	affect	VBZ
work_gniikk56ozfrdkymnqceabofwe	21	21	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	21	22	irrespective	irrespective	RB
work_gniikk56ozfrdkymnqceabofwe	21	23	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	21	24	gender	gender	NN
work_gniikk56ozfrdkymnqceabofwe	21	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	22	1	They	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	22	2	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	22	3	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	22	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	22	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	22	6	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	22	7	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	22	8	sorts	sort	VBZ
work_gniikk56ozfrdkymnqceabofwe	22	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	22	10	best	well	RBS
work_gniikk56ozfrdkymnqceabofwe	22	11	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	22	12	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	22	13	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	22	14	into	into	IN
work_gniikk56ozfrdkymnqceabofwe	22	15	occupations	occupation	NNS
work_gniikk56ozfrdkymnqceabofwe	22	16	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	22	17	looks	look	NNS
work_gniikk56ozfrdkymnqceabofwe	22	18	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	22	19	likely	likely	JJ
work_gniikk56ozfrdkymnqceabofwe	22	20	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	22	21	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	22	22	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	22	23	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	22	24	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	22	25	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	22	26	productive	productive	JJ
work_gniikk56ozfrdkymnqceabofwe	22	27	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	22	28	,	,	,
work_gniikk56ozfrdkymnqceabofwe	22	29	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	22	30	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	22	31	latter	latter	JJ
work_gniikk56ozfrdkymnqceabofwe	22	32	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	22	33	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	22	34	rather	rather	RB
work_gniikk56ozfrdkymnqceabofwe	22	35	weak	weak	JJ
work_gniikk56ozfrdkymnqceabofwe	22	36	.	.	.
work_gniikk56ozfrdkymnqceabofwe	23	1	Using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	23	2	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	23	3	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	23	4	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	23	5	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	23	6	possible	possible	JJ
work_gniikk56ozfrdkymnqceabofwe	23	7	source	source	NN
work_gniikk56ozfrdkymnqceabofwe	23	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	23	9	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	23	10	makes	make	VBZ
work_gniikk56ozfrdkymnqceabofwe	23	11	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	23	12	easier	easy	JJR
work_gniikk56ozfrdkymnqceabofwe	23	13	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	23	14	distinguish	distinguish	VB
work_gniikk56ozfrdkymnqceabofwe	23	15	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	23	16	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	23	17	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	23	18	outcomes	outcome	NNS
work_gniikk56ozfrdkymnqceabofwe	23	19	arising	arise	VBG
work_gniikk56ozfrdkymnqceabofwe	23	20	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	23	21	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	23	22	against	against	IN
work_gniikk56ozfrdkymnqceabofwe	23	23	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	23	24	group	group	NN
work_gniikk56ozfrdkymnqceabofwe	23	25	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	23	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	23	27	homely	homely	NN
work_gniikk56ozfrdkymnqceabofwe	23	28	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	23	29	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	23	30	case	case	NN
work_gniikk56ozfrdkymnqceabofwe	23	31	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	23	32	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	23	33	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	23	34	produced	produce	VBN
work_gniikk56ozfrdkymnqceabofwe	23	35	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	23	36	unobserved	unobserved	JJ
work_gniikk56ozfrdkymnqceabofwe	23	37	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	23	38	.	.	.
work_gniikk56ozfrdkymnqceabofwe	24	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	24	2	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	24	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	24	4	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	24	5	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	24	6	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	24	7	argued	argue	VBN
work_gniikk56ozfrdkymnqceabofwe	24	8	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	24	9	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	24	10	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	24	11	activities	activity	NNS
work_gniikk56ozfrdkymnqceabofwe	24	12	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	24	13	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	24	14	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	24	15	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	24	16	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	24	17	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	24	18	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	24	19	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	24	20	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	24	21	payoff	payoff	NN
work_gniikk56ozfrdkymnqceabofwe	24	22	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	24	23	beauty	beauty	VB
work_gniikk56ozfrdkymnqceabofwe	24	24	then	then	RB
work_gniikk56ozfrdkymnqceabofwe	24	25	reflects	reflect	VBZ
work_gniikk56ozfrdkymnqceabofwe	24	26	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	24	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	24	28	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	24	29	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	24	30	jobs	job	NNS
work_gniikk56ozfrdkymnqceabofwe	24	31	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	24	32	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	24	33	such	such	JJ
work_gniikk56ozfrdkymnqceabofwe	24	34	payoff	payoff	NN
work_gniikk56ozfrdkymnqceabofwe	24	35	reflects	reflect	VBZ
work_gniikk56ozfrdkymnqceabofwe	24	36	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	24	37	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	24	38	.	.	.
work_gniikk56ozfrdkymnqceabofwe	25	1	Similarly	similarly	RB
work_gniikk56ozfrdkymnqceabofwe	25	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	25	3	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	25	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	25	5	UK	UK	NNP
work_gniikk56ozfrdkymnqceabofwe	25	6	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	25	7	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	25	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	25	9	Harper	Harper	NNP
work_gniikk56ozfrdkymnqceabofwe	25	10	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	25	11	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	25	12	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	25	13	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	25	14	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	25	15	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	25	16	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	25	17	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	25	18	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	25	19	substantial	substantial	JJ
work_gniikk56ozfrdkymnqceabofwe	25	20	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	25	21	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	25	22	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	25	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	26	1	He	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	26	2	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	26	3	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	26	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	26	5	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	26	6	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	26	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	26	8	very	very	RB
work_gniikk56ozfrdkymnqceabofwe	26	9	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	26	10	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	26	11	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	26	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	26	13	marriage	marriage	NN
work_gniikk56ozfrdkymnqceabofwe	26	14	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	26	15	.	.	.
work_gniikk56ozfrdkymnqceabofwe	27	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	27	2	all	all	PDT
work_gniikk56ozfrdkymnqceabofwe	27	3	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	27	4	studies	study	NNS
work_gniikk56ozfrdkymnqceabofwe	27	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	27	6	like	like	IN
work_gniikk56ozfrdkymnqceabofwe	27	7	many	many	JJ
work_gniikk56ozfrdkymnqceabofwe	27	8	others	other	NNS
work_gniikk56ozfrdkymnqceabofwe	27	9	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	27	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	27	11	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	27	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	27	13	various	various	JJ
work_gniikk56ozfrdkymnqceabofwe	27	14	ascriptive	ascriptive	JJ
work_gniikk56ozfrdkymnqceabofwe	27	15	characteristics	characteristic	NNS
work_gniikk56ozfrdkymnqceabofwe	27	16	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	27	17	wages	wage	NNS
work_gniikk56ozfrdkymnqceabofwe	27	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	27	19	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	27	20	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	27	21	difficult	difficult	JJ
work_gniikk56ozfrdkymnqceabofwe	27	22	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	27	23	distinguish	distinguish	VB
work_gniikk56ozfrdkymnqceabofwe	27	24	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	27	25	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	27	26	wage	wage	NN
work_gniikk56ozfrdkymnqceabofwe	27	27	differential	differential	NN
work_gniikk56ozfrdkymnqceabofwe	27	28	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	27	29	due	due	JJ
work_gniikk56ozfrdkymnqceabofwe	27	30	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	27	31	Becker	becker	NN
work_gniikk56ozfrdkymnqceabofwe	27	32	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	27	33	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	27	34	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	27	35	stemming	stem	VBG
work_gniikk56ozfrdkymnqceabofwe	27	36	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	27	37	tastes	taste	NNS
work_gniikk56ozfrdkymnqceabofwe	27	38	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	27	39	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	27	40	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	27	41	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	27	42	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	27	43	.	.	.
work_gniikk56ozfrdkymnqceabofwe	28	1	Indeed	indeed	RB
work_gniikk56ozfrdkymnqceabofwe	28	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	28	3	“	"	``
work_gniikk56ozfrdkymnqceabofwe	28	4	..	..	NFP
work_gniikk56ozfrdkymnqceabofwe	28	5	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	28	6	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	28	7	very	very	RB
work_gniikk56ozfrdkymnqceabofwe	28	8	difficult	difficult	JJ
work_gniikk56ozfrdkymnqceabofwe	28	9	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	28	10	construct	construct	VB
work_gniikk56ozfrdkymnqceabofwe	28	11	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	28	12	research	research	NN
work_gniikk56ozfrdkymnqceabofwe	28	13	design	design	NN
work_gniikk56ozfrdkymnqceabofwe	28	14	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	28	15	allows	allow	VBZ
work_gniikk56ozfrdkymnqceabofwe	28	16	one	one	PRP
work_gniikk56ozfrdkymnqceabofwe	28	17	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	28	18	distinguish	distinguish	VB
work_gniikk56ozfrdkymnqceabofwe	28	19	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	28	20	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	28	21	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	28	22	outcomes	outcome	NNS
work_gniikk56ozfrdkymnqceabofwe	28	23	arising	arise	VBG
work_gniikk56ozfrdkymnqceabofwe	28	24	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	28	25	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	28	26	against	against	IN
work_gniikk56ozfrdkymnqceabofwe	28	27	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	28	28	group	group	NN
work_gniikk56ozfrdkymnqceabofwe	28	29	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	28	30	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	28	31	produced	produce	VBN
work_gniikk56ozfrdkymnqceabofwe	28	32	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	28	33	intergroup	intergroup	NNP
work_gniikk56ozfrdkymnqceabofwe	28	34	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	28	35	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	28	36	unobserved	unobserved	JJ
work_gniikk56ozfrdkymnqceabofwe	28	37	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	28	38	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	28	39	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	28	40	researcher	researcher	NN
work_gniikk56ozfrdkymnqceabofwe	28	41	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	28	42	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	28	43	..	..	NFP
work_gniikk56ozfrdkymnqceabofwe	28	44	”	"	''
work_gniikk56ozfrdkymnqceabofwe	28	45	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	28	46	H&B	H&B	NNP
work_gniikk56ozfrdkymnqceabofwe	28	47	,	,	,
work_gniikk56ozfrdkymnqceabofwe	28	48	1994	1994	CD
work_gniikk56ozfrdkymnqceabofwe	28	49	:	:	SYM
work_gniikk56ozfrdkymnqceabofwe	28	50	1175	1175	CD
work_gniikk56ozfrdkymnqceabofwe	28	51	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	28	52	.	.	.
work_gniikk56ozfrdkymnqceabofwe	29	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	29	2	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	29	3	attempt	attempt	NN
work_gniikk56ozfrdkymnqceabofwe	29	4	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	29	5	disentangle	disentangle	VB
work_gniikk56ozfrdkymnqceabofwe	29	6	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	29	7	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	29	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	29	9	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	29	10	recent	recent	JJ
work_gniikk56ozfrdkymnqceabofwe	29	11	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	29	12	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	29	13	Pfann	Pfann	NNP
work_gniikk56ozfrdkymnqceabofwe	29	14	et	et	NNP
work_gniikk56ozfrdkymnqceabofwe	29	15	al	al	NNP
work_gniikk56ozfrdkymnqceabofwe	29	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	30	1	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	30	2	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	30	3	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	30	4	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	30	5	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	30	6	sample	sample	NN
work_gniikk56ozfrdkymnqceabofwe	30	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	30	8	Dutch	dutch	JJ
work_gniikk56ozfrdkymnqceabofwe	30	9	advertising	advertising	NN
work_gniikk56ozfrdkymnqceabofwe	30	10	firms	firm	NNS
work_gniikk56ozfrdkymnqceabofwe	30	11	finds	find	VBZ
work_gniikk56ozfrdkymnqceabofwe	30	12	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	30	13	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	30	14	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	30	15	better	better	RB
work_gniikk56ozfrdkymnqceabofwe	30	16	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	30	17	looking	looking	JJ
work_gniikk56ozfrdkymnqceabofwe	30	18	executives	executive	NNS
work_gniikk56ozfrdkymnqceabofwe	30	19	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	30	20	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	30	21	revenues	revenue	NNS
work_gniikk56ozfrdkymnqceabofwe	30	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	30	23	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	30	24	pay	pay	VB
work_gniikk56ozfrdkymnqceabofwe	30	25	them	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	30	26	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	30	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	31	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	31	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	31	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	31	4	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	31	5	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	31	6	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	31	7	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	31	8	highly	highly	RB
work_gniikk56ozfrdkymnqceabofwe	31	9	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	31	10	productive	productive	NN
work_gniikk56ozfrdkymnqceabofwe	31	11	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	31	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	31	13	advertising	advertising	NN
work_gniikk56ozfrdkymnqceabofwe	31	14	sector	sector	NN
work_gniikk56ozfrdkymnqceabofwe	31	15	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	31	16	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	31	17	come	come	VB
work_gniikk56ozfrdkymnqceabofwe	31	18	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	31	19	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	31	20	surprise	surprise	NN
work_gniikk56ozfrdkymnqceabofwe	31	21	.	.	.
work_gniikk56ozfrdkymnqceabofwe	32	1	Another	another	DT
work_gniikk56ozfrdkymnqceabofwe	32	2	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	32	3	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	32	4	Hamermesh	Hamermesh	NNP
work_gniikk56ozfrdkymnqceabofwe	32	5	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	32	6	Parker	Parker	NNP
work_gniikk56ozfrdkymnqceabofwe	32	7	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	32	8	H&P	H&P	NNP
work_gniikk56ozfrdkymnqceabofwe	32	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	32	10	2003	2003	CD
work_gniikk56ozfrdkymnqceabofwe	32	11	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	32	12	shows	show	VBZ
work_gniikk56ozfrdkymnqceabofwe	32	13	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	32	14	lecturers	lecturer	NNS
work_gniikk56ozfrdkymnqceabofwe	32	15	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	32	16	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	32	17	viewed	view	VBN
work_gniikk56ozfrdkymnqceabofwe	32	18	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	32	19	better	well	RBR
work_gniikk56ozfrdkymnqceabofwe	32	20	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	32	21	receive	receive	VBP
work_gniikk56ozfrdkymnqceabofwe	32	22	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	32	23	instructional	instructional	JJ
work_gniikk56ozfrdkymnqceabofwe	32	24	ratings	rating	NNS
work_gniikk56ozfrdkymnqceabofwe	32	25	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	32	26	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	32	27	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	32	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	33	1	Then	then	RB
work_gniikk56ozfrdkymnqceabofwe	33	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	33	3	ceteris	ceteris	NNP
work_gniikk56ozfrdkymnqceabofwe	33	4	paribus	paribus	NNP
work_gniikk56ozfrdkymnqceabofwe	33	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	33	6	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	33	7	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	33	8	ratings	rating	NNS
work_gniikk56ozfrdkymnqceabofwe	33	9	translate	translate	VBP
work_gniikk56ozfrdkymnqceabofwe	33	10	into	into	IN
work_gniikk56ozfrdkymnqceabofwe	33	11	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	33	12	salaries	salary	NNS
work_gniikk56ozfrdkymnqceabofwe	33	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	33	14	because	because	IN
work_gniikk56ozfrdkymnqceabofwe	33	15	US	US	NNP
work_gniikk56ozfrdkymnqceabofwe	33	16	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	33	17	administrators	administrator	NNS
work_gniikk56ozfrdkymnqceabofwe	33	18	pay	pay	VBP
work_gniikk56ozfrdkymnqceabofwe	33	19	attention	attention	NN
work_gniikk56ozfrdkymnqceabofwe	33	20	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	33	21	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	33	22	teaching	teach	VBG
work_gniikk56ozfrdkymnqceabofwe	33	23	quality	quality	NN
work_gniikk56ozfrdkymnqceabofwe	33	24	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	33	25	setting	set	VBG
work_gniikk56ozfrdkymnqceabofwe	33	26	salaries	salary	NNS
work_gniikk56ozfrdkymnqceabofwe	33	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	34	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	34	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	34	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	34	4	question	question	NN
work_gniikk56ozfrdkymnqceabofwe	34	5	remains	remain	VBZ
work_gniikk56ozfrdkymnqceabofwe	34	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	34	7	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	34	8	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	34	9	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	34	10	simply	simply	RB
work_gniikk56ozfrdkymnqceabofwe	34	11	discriminating	discriminate	VBG
work_gniikk56ozfrdkymnqceabofwe	34	12	against	against	IN
work_gniikk56ozfrdkymnqceabofwe	34	13	ugly	ugly	JJ
work_gniikk56ozfrdkymnqceabofwe	34	14	professors	professor	NNS
work_gniikk56ozfrdkymnqceabofwe	34	15	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	34	16	reacting	react	VBG
work_gniikk56ozfrdkymnqceabofwe	34	17	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	34	18	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	34	19	irrelevant	irrelevant	JJ
work_gniikk56ozfrdkymnqceabofwe	34	20	characteristic	characteristic	NN
work_gniikk56ozfrdkymnqceabofwe	34	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	34	22	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	34	23	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	34	24	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	34	25	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	34	26	really	really	RB
work_gniikk56ozfrdkymnqceabofwe	34	27	learn	learn	VB
work_gniikk56ozfrdkymnqceabofwe	34	28	less	less	JJR
work_gniikk56ozfrdkymnqceabofwe	34	29	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	34	30	them	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	34	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	35	1	And	and	CC
work_gniikk56ozfrdkymnqceabofwe	35	2	again	again	RB
work_gniikk56ozfrdkymnqceabofwe	35	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	35	4	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	35	5	generally	generally	RB
work_gniikk56ozfrdkymnqceabofwe	35	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	35	7	“	"	``
work_gniikk56ozfrdkymnqceabofwe	35	8	...	...	:
work_gniikk56ozfrdkymnqceabofwe	35	9	disentangling	disentangle	VBG
work_gniikk56ozfrdkymnqceabofwe	35	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	35	11	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	35	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	35	13	differential	differential	NN
work_gniikk56ozfrdkymnqceabofwe	35	14	outcomes	outcome	NNS
work_gniikk56ozfrdkymnqceabofwe	35	15	resulting	result	VBG
work_gniikk56ozfrdkymnqceabofwe	35	16	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	35	17	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	35	18	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	35	19	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	35	20	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	35	21	resulting	result	VBG
work_gniikk56ozfrdkymnqceabofwe	35	22	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	35	23	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	35	24	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	35	25	extremely	extremely	RB
work_gniikk56ozfrdkymnqceabofwe	35	26	difficult	difficult	JJ
work_gniikk56ozfrdkymnqceabofwe	35	27	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	35	28	all	all	DT
work_gniikk56ozfrdkymnqceabofwe	35	29	cases	case	NNS
work_gniikk56ozfrdkymnqceabofwe	35	30	…	…	NFP
work_gniikk56ozfrdkymnqceabofwe	35	31	”	"	''
work_gniikk56ozfrdkymnqceabofwe	35	32	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	35	33	H&P	H&P	NNP
work_gniikk56ozfrdkymnqceabofwe	35	34	,	,	,
work_gniikk56ozfrdkymnqceabofwe	35	35	2003	2003	CD
work_gniikk56ozfrdkymnqceabofwe	35	36	:	:	SYM
work_gniikk56ozfrdkymnqceabofwe	35	37	12	12	CD
work_gniikk56ozfrdkymnqceabofwe	35	38	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	35	39	.	.	.
work_gniikk56ozfrdkymnqceabofwe	36	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	36	2	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	36	3	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	36	4	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	36	5	contribution	contribution	NN
work_gniikk56ozfrdkymnqceabofwe	36	6	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	36	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	36	8	debate	debate	NN
work_gniikk56ozfrdkymnqceabofwe	36	9	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	36	10	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	36	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	36	12	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	36	13	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	36	14	outcome	outcome	NN
work_gniikk56ozfrdkymnqceabofwe	36	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	36	16	ascriptive	ascriptive	JJ
work_gniikk56ozfrdkymnqceabofwe	36	17	characteristics	characteristic	NNS
work_gniikk56ozfrdkymnqceabofwe	36	18	represents	represent	VBZ
work_gniikk56ozfrdkymnqceabofwe	36	19	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	36	20	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	36	21	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	36	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	37	1	Using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	37	2	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	37	3	rich	rich	JJ
work_gniikk56ozfrdkymnqceabofwe	37	4	set	set	NN
work_gniikk56ozfrdkymnqceabofwe	37	5	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	37	6	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	37	7	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	37	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	37	9	College	College	NNP
work_gniikk56ozfrdkymnqceabofwe	37	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	37	11	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	37	12	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	37	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	37	14	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	37	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	37	16	XX	XX	NNP
work_gniikk56ozfrdkymnqceabofwe	37	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	37	18	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	37	19	examine	examine	VBP
work_gniikk56ozfrdkymnqceabofwe	37	20	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	37	21	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	37	22	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	37	23	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	37	24	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	37	25	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	37	26	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	37	27	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	37	28	examination	examination	NN
work_gniikk56ozfrdkymnqceabofwe	37	29	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	37	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	38	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	38	2	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	38	3	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	38	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	38	5	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	38	6	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	38	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	38	8	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	38	9	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	38	10	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	38	11	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	38	12	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	38	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	38	14	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	38	15	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	38	16	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	38	17	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	38	18	consistent	consistent	JJ
work_gniikk56ozfrdkymnqceabofwe	38	19	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	38	20	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	38	21	comparable	comparable	JJ
work_gniikk56ozfrdkymnqceabofwe	38	22	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	38	23	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	38	24	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	38	25	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	38	26	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	38	27	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	38	28	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	38	29	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	38	30	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	38	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	39	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	39	2	addition	addition	NN
work_gniikk56ozfrdkymnqceabofwe	39	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	39	4	since	since	IN
work_gniikk56ozfrdkymnqceabofwe	39	5	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	39	6	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	39	7	compare	compare	VB
work_gniikk56ozfrdkymnqceabofwe	39	8	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	39	9	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	39	10	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	39	11	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	39	12	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	39	13	written	written	JJ
work_gniikk56ozfrdkymnqceabofwe	39	14	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	39	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	39	16	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	39	17	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	39	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	39	19	latter	latter	JJ
work_gniikk56ozfrdkymnqceabofwe	39	20	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	39	21	evaluation	evaluation	NN
work_gniikk56ozfrdkymnqceabofwe	39	22	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	39	23	blind	blind	JJ
work_gniikk56ozfrdkymnqceabofwe	39	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	39	25	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	39	26	,	,	,
work_gniikk56ozfrdkymnqceabofwe	39	27	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	39	28	influenced	influence	VBN
work_gniikk56ozfrdkymnqceabofwe	39	29	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	39	30	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	39	31	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	39	32	,	,	,
work_gniikk56ozfrdkymnqceabofwe	39	33	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	39	34	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	39	35	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	39	36	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	39	37	understand	understand	VB
work_gniikk56ozfrdkymnqceabofwe	39	38	better	well	RBR
work_gniikk56ozfrdkymnqceabofwe	39	39	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	39	40	source	source	NN
work_gniikk56ozfrdkymnqceabofwe	39	41	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	39	42	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	39	43	“	"	``
work_gniikk56ozfrdkymnqceabofwe	39	44	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	39	45	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	39	46	”	"	''
work_gniikk56ozfrdkymnqceabofwe	39	47	,	,	,
work_gniikk56ozfrdkymnqceabofwe	39	48	that	that	DT
work_gniikk56ozfrdkymnqceabofwe	39	49	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	39	50	disentangle	disentangle	NN
work_gniikk56ozfrdkymnqceabofwe	39	51	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	39	52	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	39	53	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	39	54	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	39	55	.	.	.
work_gniikk56ozfrdkymnqceabofwe	40	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	40	2	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	40	3	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	40	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	40	5	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	40	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	40	7	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	40	8	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	40	9	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	40	10	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	40	11	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	40	12	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	40	13	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	40	14	ascribed	ascribe	VBN
work_gniikk56ozfrdkymnqceabofwe	40	15	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	40	16	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	40	17	professor	professor	NN
work_gniikk56ozfrdkymnqceabofwe	40	18	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	40	19	.	.	.
work_gniikk56ozfrdkymnqceabofwe	41	1	One	one	PRP
work_gniikk56ozfrdkymnqceabofwe	41	2	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	41	3	then	then	RB
work_gniikk56ozfrdkymnqceabofwe	41	4	argue	argue	VB
work_gniikk56ozfrdkymnqceabofwe	41	5	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	41	6	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	41	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	41	8	extent	extent	NN
work_gniikk56ozfrdkymnqceabofwe	41	9	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	41	10	wages	wage	NNS
work_gniikk56ozfrdkymnqceabofwe	41	11	rise	rise	VBP
work_gniikk56ozfrdkymnqceabofwe	41	12	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	41	13	educational	educational	JJ
work_gniikk56ozfrdkymnqceabofwe	41	14	attainments	attainment	NNS
work_gniikk56ozfrdkymnqceabofwe	41	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	41	16	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	41	17	findings	finding	NNS
work_gniikk56ozfrdkymnqceabofwe	41	18	corroborate	corroborate	VBP
work_gniikk56ozfrdkymnqceabofwe	41	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	41	20	hypothesis	hypothesis	NN
work_gniikk56ozfrdkymnqceabofwe	41	21	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	41	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	41	23	payoffs	payoff	NNS
work_gniikk56ozfrdkymnqceabofwe	41	24	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	41	25	beauty	beauty	VB
work_gniikk56ozfrdkymnqceabofwe	41	26	reflect	reflect	VBP
work_gniikk56ozfrdkymnqceabofwe	41	27	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	41	28	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	41	29	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	41	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	42	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	42	2	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	42	3	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	42	4	organized	organize	VBN
work_gniikk56ozfrdkymnqceabofwe	42	5	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	42	6	follows	follow	VBZ
work_gniikk56ozfrdkymnqceabofwe	42	7	.	.	.
work_gniikk56ozfrdkymnqceabofwe	43	1	Section	section	NN
work_gniikk56ozfrdkymnqceabofwe	43	2	II	II	NNP
work_gniikk56ozfrdkymnqceabofwe	43	3	describes	describe	VBZ
work_gniikk56ozfrdkymnqceabofwe	43	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	43	5	working	working	NN
work_gniikk56ozfrdkymnqceabofwe	43	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	43	7	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	43	8	system	system	NN
work_gniikk56ozfrdkymnqceabofwe	43	9	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	43	10	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	43	11	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	43	12	Italy	Italy	NNP
work_gniikk56ozfrdkymnqceabofwe	43	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	43	14	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	43	15	dataset	dataset	NN
work_gniikk56ozfrdkymnqceabofwe	43	16	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	43	17	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	43	18	use	use	VBP
work_gniikk56ozfrdkymnqceabofwe	43	19	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	43	20	analyze	analyze	VB
work_gniikk56ozfrdkymnqceabofwe	43	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	43	22	role	role	NN
work_gniikk56ozfrdkymnqceabofwe	43	23	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	43	24	looks	look	NNS
work_gniikk56ozfrdkymnqceabofwe	43	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	44	1	Section	section	NN
work_gniikk56ozfrdkymnqceabofwe	44	2	III	III	NNP
work_gniikk56ozfrdkymnqceabofwe	44	3	presents	present	VBZ
work_gniikk56ozfrdkymnqceabofwe	44	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	44	5	main	main	JJ
work_gniikk56ozfrdkymnqceabofwe	44	6	empirical	empirical	JJ
work_gniikk56ozfrdkymnqceabofwe	44	7	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	44	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	44	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	44	10	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	44	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	44	12	first	first	RB
work_gniikk56ozfrdkymnqceabofwe	44	13	showing	show	VBG
work_gniikk56ozfrdkymnqceabofwe	44	14	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	44	15	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	44	16	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	44	17	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	44	18	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	44	19	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	44	20	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	44	21	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	44	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	44	23	then	then	RB
work_gniikk56ozfrdkymnqceabofwe	44	24	disentangling	disentangle	VBG
work_gniikk56ozfrdkymnqceabofwe	44	25	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	44	26	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	44	27	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	44	28	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	44	29	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	44	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	45	1	Section	section	NN
work_gniikk56ozfrdkymnqceabofwe	45	2	IV	IV	NNP
work_gniikk56ozfrdkymnqceabofwe	45	3	briefly	briefly	RB
work_gniikk56ozfrdkymnqceabofwe	45	4	discusses	discuss	VBZ
work_gniikk56ozfrdkymnqceabofwe	45	5	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	45	6	possible	possible	JJ
work_gniikk56ozfrdkymnqceabofwe	45	7	explanations	explanation	NNS
work_gniikk56ozfrdkymnqceabofwe	45	8	based	base	VBN
work_gniikk56ozfrdkymnqceabofwe	45	9	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	45	10	psychological	psychological	JJ
work_gniikk56ozfrdkymnqceabofwe	45	11	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	45	12	economic	economic	JJ
work_gniikk56ozfrdkymnqceabofwe	45	13	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	45	14	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	45	15	help	help	VBP
work_gniikk56ozfrdkymnqceabofwe	45	16	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	45	17	interpret	interpret	VB
work_gniikk56ozfrdkymnqceabofwe	45	18	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	45	19	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	45	20	.	.	.
work_gniikk56ozfrdkymnqceabofwe	46	1	Section	section	NN
work_gniikk56ozfrdkymnqceabofwe	46	2	V	v	NN
work_gniikk56ozfrdkymnqceabofwe	46	3	concludes	conclude	VBZ
work_gniikk56ozfrdkymnqceabofwe	46	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	46	5	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	46	6	.	.	.
work_gniikk56ozfrdkymnqceabofwe	47	1	II	ii	CD
work_gniikk56ozfrdkymnqceabofwe	47	2	.	.	.
work_gniikk56ozfrdkymnqceabofwe	48	1	Data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	48	2	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	48	3	institutional	institutional	JJ
work_gniikk56ozfrdkymnqceabofwe	48	4	details	detail	NNS
work_gniikk56ozfrdkymnqceabofwe	48	5	4	4	CD
work_gniikk56ozfrdkymnqceabofwe	48	6	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	48	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	48	8	2001	2001	CD
work_gniikk56ozfrdkymnqceabofwe	48	9	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	48	10	2002	2002	CD
work_gniikk56ozfrdkymnqceabofwe	48	11	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	48	12	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	48	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	48	14	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	48	15	substantial	substantial	JJ
work_gniikk56ozfrdkymnqceabofwe	48	16	reform	reform	NN
work_gniikk56ozfrdkymnqceabofwe	48	17	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	48	18	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	48	19	degrees	degree	NNS
work_gniikk56ozfrdkymnqceabofwe	48	20	took	take	VBD
work_gniikk56ozfrdkymnqceabofwe	48	21	place	place	NN
work_gniikk56ozfrdkymnqceabofwe	48	22	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	48	23	Italy	Italy	NNP
work_gniikk56ozfrdkymnqceabofwe	48	24	.	.	.
work_gniikk56ozfrdkymnqceabofwe	49	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	49	2	order	order	NN
work_gniikk56ozfrdkymnqceabofwe	49	3	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	49	4	make	make	VB
work_gniikk56ozfrdkymnqceabofwe	49	5	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	49	6	education	education	NN
work_gniikk56ozfrdkymnqceabofwe	49	7	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	49	8	suitable	suitable	JJ
work_gniikk56ozfrdkymnqceabofwe	49	9	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	49	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	49	11	job	job	NN
work_gniikk56ozfrdkymnqceabofwe	49	12	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	49	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	49	14	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	49	15	improve	improve	VB
work_gniikk56ozfrdkymnqceabofwe	49	16	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	49	17	graduation	graduation	NN
work_gniikk56ozfrdkymnqceabofwe	49	18	rates	rate	NNS
work_gniikk56ozfrdkymnqceabofwe	49	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	49	20	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	49	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	49	22	official	official	JJ
work_gniikk56ozfrdkymnqceabofwe	49	23	duration	duration	NN
work_gniikk56ozfrdkymnqceabofwe	49	24	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	49	25	undergraduate	undergraduate	JJ
work_gniikk56ozfrdkymnqceabofwe	49	26	degrees	degree	NNS
work_gniikk56ozfrdkymnqceabofwe	49	27	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	49	28	reduced	reduce	VBN
work_gniikk56ozfrdkymnqceabofwe	49	29	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	49	30	4	4	CD
work_gniikk56ozfrdkymnqceabofwe	49	31	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	49	32	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	49	33	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	49	34	.	.	.
work_gniikk56ozfrdkymnqceabofwe	50	1	According	accord	VBG
work_gniikk56ozfrdkymnqceabofwe	50	2	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	50	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	50	4	Ministry	Ministry	NNP
work_gniikk56ozfrdkymnqceabofwe	50	5	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	50	6	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	50	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	50	8	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	50	9	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	50	10	make	make	VB
work_gniikk56ozfrdkymnqceabofwe	50	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	50	12	Italian	italian	JJ
work_gniikk56ozfrdkymnqceabofwe	50	13	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	50	14	degrees	degree	NNS
work_gniikk56ozfrdkymnqceabofwe	50	15	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	50	16	Laurea	Laurea	NNP
work_gniikk56ozfrdkymnqceabofwe	50	17	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	50	18	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	50	19	comparable	comparable	JJ
work_gniikk56ozfrdkymnqceabofwe	50	20	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	50	21	analogous	analogous	JJ
work_gniikk56ozfrdkymnqceabofwe	50	22	degrees	degree	NNS
work_gniikk56ozfrdkymnqceabofwe	50	23	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	50	24	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	50	25	European	european	JJ
work_gniikk56ozfrdkymnqceabofwe	50	26	countries	country	NNS
work_gniikk56ozfrdkymnqceabofwe	50	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	50	28	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	50	29	agreed	agree	VBN
work_gniikk56ozfrdkymnqceabofwe	50	30	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	50	31	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	50	32	Bologna	Bologna	NNP
work_gniikk56ozfrdkymnqceabofwe	50	33	Convention	Convention	NNP
work_gniikk56ozfrdkymnqceabofwe	50	34	among	among	IN
work_gniikk56ozfrdkymnqceabofwe	50	35	EU	EU	NNP
work_gniikk56ozfrdkymnqceabofwe	50	36	Education	Education	NNP
work_gniikk56ozfrdkymnqceabofwe	50	37	Ministers	Ministers	NNPS
work_gniikk56ozfrdkymnqceabofwe	50	38	.	.	.
work_gniikk56ozfrdkymnqceabofwe	51	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	51	2	addition	addition	NN
work_gniikk56ozfrdkymnqceabofwe	51	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	51	4	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	51	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	51	6	new	new	JJ
work_gniikk56ozfrdkymnqceabofwe	51	7	system	system	NN
work_gniikk56ozfrdkymnqceabofwe	51	8	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	51	9	motivated	motivated	JJ
work_gniikk56ozfrdkymnqceabofwe	51	10	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	51	11	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	51	12	further	further	RB
work_gniikk56ozfrdkymnqceabofwe	51	13	acquire	acquire	VB
work_gniikk56ozfrdkymnqceabofwe	51	14	education	education	NN
work_gniikk56ozfrdkymnqceabofwe	51	15	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	51	16	adding	add	VBG
work_gniikk56ozfrdkymnqceabofwe	51	17	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	51	18	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	51	19	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	51	20	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	51	21	obtain	obtain	VB
work_gniikk56ozfrdkymnqceabofwe	51	22	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	51	23	specialized	specialized	JJ
work_gniikk56ozfrdkymnqceabofwe	51	24	degree	degree	NN
work_gniikk56ozfrdkymnqceabofwe	51	25	,	,	,
work_gniikk56ozfrdkymnqceabofwe	51	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	51	27	Laurea	Laurea	NNP
work_gniikk56ozfrdkymnqceabofwe	51	28	Specialistica	Specialistica	NNP
work_gniikk56ozfrdkymnqceabofwe	51	29	,	,	,
work_gniikk56ozfrdkymnqceabofwe	51	30	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	51	31	then	then	RB
work_gniikk56ozfrdkymnqceabofwe	51	32	enter	enter	VB
work_gniikk56ozfrdkymnqceabofwe	51	33	into	into	IN
work_gniikk56ozfrdkymnqceabofwe	51	34	PhD	phd	NN
work_gniikk56ozfrdkymnqceabofwe	51	35	programs	program	NNS
work_gniikk56ozfrdkymnqceabofwe	51	36	.	.	.
work_gniikk56ozfrdkymnqceabofwe	52	1	Students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	52	2	enrolled	enrol	VBD
work_gniikk56ozfrdkymnqceabofwe	52	3	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	52	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	52	5	College	College	NNP
work_gniikk56ozfrdkymnqceabofwe	52	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	52	7	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	52	8	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	52	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	52	10	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	52	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	52	12	XX	XX	NNP
work_gniikk56ozfrdkymnqceabofwe	52	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	52	14	like	like	IN
work_gniikk56ozfrdkymnqceabofwe	52	15	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	52	16	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	52	17	most	most	JJS
work_gniikk56ozfrdkymnqceabofwe	52	18	Italian	italian	JJ
work_gniikk56ozfrdkymnqceabofwe	52	19	universities	university	NNS
work_gniikk56ozfrdkymnqceabofwe	52	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	52	21	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	52	22	offered	offer	VBN
work_gniikk56ozfrdkymnqceabofwe	52	23	two	two	CD
work_gniikk56ozfrdkymnqceabofwe	52	24	types	type	NNS
work_gniikk56ozfrdkymnqceabofwe	52	25	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	52	26	examinations	examination	NNS
work_gniikk56ozfrdkymnqceabofwe	52	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	52	28	verbal	verbal	JJ
work_gniikk56ozfrdkymnqceabofwe	52	29	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	52	30	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	52	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	53	1	Each	each	DT
work_gniikk56ozfrdkymnqceabofwe	53	2	professor	professor	NN
work_gniikk56ozfrdkymnqceabofwe	53	3	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	53	4	free	free	JJ
work_gniikk56ozfrdkymnqceabofwe	53	5	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	53	6	choose	choose	VB
work_gniikk56ozfrdkymnqceabofwe	53	7	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	53	8	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	53	9	set	set	VB
work_gniikk56ozfrdkymnqceabofwe	53	10	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	53	11	oral	oral	NN
work_gniikk56ozfrdkymnqceabofwe	53	12	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	53	13	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	53	14	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	53	15	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	53	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	54	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	54	2	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	54	3	cases	case	NNS
work_gniikk56ozfrdkymnqceabofwe	54	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	54	5	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	54	6	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	54	7	both	both	DT
work_gniikk56ozfrdkymnqceabofwe	54	8	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	54	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	54	10	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	54	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	54	12	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	54	13	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	54	14	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	54	15	final	final	JJ
work_gniikk56ozfrdkymnqceabofwe	54	16	mark	mark	NN
work_gniikk56ozfrdkymnqceabofwe	54	17	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	54	18	sometimes	sometimes	RB
work_gniikk56ozfrdkymnqceabofwe	54	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	54	20	average	average	NN
work_gniikk56ozfrdkymnqceabofwe	54	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	54	22	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	54	23	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	54	24	times	time	NNS
work_gniikk56ozfrdkymnqceabofwe	54	25	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	54	26	combinations	combination	NNS
work_gniikk56ozfrdkymnqceabofwe	54	27	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	54	28	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	54	29	recorded	record	VBN
work_gniikk56ozfrdkymnqceabofwe	54	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	55	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	55	2	addition	addition	NN
work_gniikk56ozfrdkymnqceabofwe	55	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	55	4	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	55	5	Italian	italian	JJ
work_gniikk56ozfrdkymnqceabofwe	55	6	universities	university	NNS
work_gniikk56ozfrdkymnqceabofwe	55	7	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	55	8	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	55	9	allowed	allow	VBN
work_gniikk56ozfrdkymnqceabofwe	55	10	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	55	11	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	55	12	examinations	examination	NNS
work_gniikk56ozfrdkymnqceabofwe	55	13	many	many	JJ
work_gniikk56ozfrdkymnqceabofwe	55	14	times	time	NNS
work_gniikk56ozfrdkymnqceabofwe	55	15	during	during	IN
work_gniikk56ozfrdkymnqceabofwe	55	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	55	17	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	55	18	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	55	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	55	20	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	55	21	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	55	22	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	55	23	happen	happen	VB
work_gniikk56ozfrdkymnqceabofwe	55	24	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	55	25	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	55	26	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	55	27	attending	attend	VBG
work_gniikk56ozfrdkymnqceabofwe	55	28	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	55	29	class	class	NN
work_gniikk56ozfrdkymnqceabofwe	55	30	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	55	31	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	55	32	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	55	33	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	55	34	either	either	CC
work_gniikk56ozfrdkymnqceabofwe	55	35	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	55	36	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	55	37	end	end	NN
work_gniikk56ozfrdkymnqceabofwe	55	38	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	55	39	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	55	40	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	55	41	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	55	42	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	55	43	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	55	44	dates	date	NNS
work_gniikk56ozfrdkymnqceabofwe	55	45	during	during	IN
work_gniikk56ozfrdkymnqceabofwe	55	46	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	55	47	following	following	JJ
work_gniikk56ozfrdkymnqceabofwe	55	48	months	month	NNS
work_gniikk56ozfrdkymnqceabofwe	55	49	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	55	50	even	even	JJ
work_gniikk56ozfrdkymnqceabofwe	55	51	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	55	52	.	.	.
work_gniikk56ozfrdkymnqceabofwe	56	1	Therefore	therefore	RB
work_gniikk56ozfrdkymnqceabofwe	56	2	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	56	3	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	56	4	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	56	5	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	56	6	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	56	7	examination	examination	NN
work_gniikk56ozfrdkymnqceabofwe	56	8	session	session	NN
work_gniikk56ozfrdkymnqceabofwe	56	9	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	56	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	56	11	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	56	12	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	56	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	56	14	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	56	15	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	56	16	session	session	NN
work_gniikk56ozfrdkymnqceabofwe	56	17	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	56	18	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	56	19	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	56	20	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	56	21	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	56	22	almost	almost	RB
work_gniikk56ozfrdkymnqceabofwe	56	23	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	56	24	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	56	25	many	many	JJ
work_gniikk56ozfrdkymnqceabofwe	56	26	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	56	27	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	56	28	he	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	56	29	/	/	SYM
work_gniikk56ozfrdkymnqceabofwe	56	30	she	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	56	31	likes	like	VBZ
work_gniikk56ozfrdkymnqceabofwe	56	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	57	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	57	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	57	3	period	period	NN
work_gniikk56ozfrdkymnqceabofwe	57	4	under	under	IN
work_gniikk56ozfrdkymnqceabofwe	57	5	consideration	consideration	NN
work_gniikk56ozfrdkymnqceabofwe	57	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	57	7	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	57	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	57	9	College	College	NNP
work_gniikk56ozfrdkymnqceabofwe	57	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	57	11	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	57	12	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	57	13	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	57	14	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	57	15	sessions	session	NNS
work_gniikk56ozfrdkymnqceabofwe	57	16	every	every	DT
work_gniikk56ozfrdkymnqceabofwe	57	17	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	57	18	.	.	.
work_gniikk56ozfrdkymnqceabofwe	58	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	58	2	Winter	Winter	NNP
work_gniikk56ozfrdkymnqceabofwe	58	3	session	session	NN
work_gniikk56ozfrdkymnqceabofwe	58	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	5	held	hold	VBN
work_gniikk56ozfrdkymnqceabofwe	58	6	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	58	7	January	January	NNP
work_gniikk56ozfrdkymnqceabofwe	58	8	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	58	9	February	February	NNP
work_gniikk56ozfrdkymnqceabofwe	58	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	11	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	58	12	about	about	RB
work_gniikk56ozfrdkymnqceabofwe	58	13	8	8	CD
work_gniikk56ozfrdkymnqceabofwe	58	14	week	week	NN
work_gniikk56ozfrdkymnqceabofwe	58	15	long	long	JJ
work_gniikk56ozfrdkymnqceabofwe	58	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	58	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	58	19	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	58	20	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	58	21	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	58	22	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	58	23	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	58	24	delivered	deliver	VBN
work_gniikk56ozfrdkymnqceabofwe	58	25	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	58	26	three	three	CD
work_gniikk56ozfrdkymnqceabofwe	58	27	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	58	28	dates	date	NNS
work_gniikk56ozfrdkymnqceabofwe	58	29	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	30	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	58	31	least	least	JJS
work_gniikk56ozfrdkymnqceabofwe	58	32	two	two	CD
work_gniikk56ozfrdkymnqceabofwe	58	33	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	58	34	week	week	NN
work_gniikk56ozfrdkymnqceabofwe	58	35	apart	apart	RB
work_gniikk56ozfrdkymnqceabofwe	58	36	;	;	:
work_gniikk56ozfrdkymnqceabofwe	58	37	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	58	38	Summer	summer	NN
work_gniikk56ozfrdkymnqceabofwe	58	39	session	session	NN
work_gniikk56ozfrdkymnqceabofwe	58	40	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	41	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	58	42	June	June	NNP
work_gniikk56ozfrdkymnqceabofwe	58	43	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	58	44	July	July	NNP
work_gniikk56ozfrdkymnqceabofwe	58	45	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	46	about	about	RB
work_gniikk56ozfrdkymnqceabofwe	58	47	7	7	CD
work_gniikk56ozfrdkymnqceabofwe	58	48	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	58	49	8	8	CD
work_gniikk56ozfrdkymnqceabofwe	58	50	week	week	NN
work_gniikk56ozfrdkymnqceabofwe	58	51	long	long	RB
work_gniikk56ozfrdkymnqceabofwe	58	52	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	53	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	58	54	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	58	55	again	again	RB
work_gniikk56ozfrdkymnqceabofwe	58	56	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	58	57	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	58	58	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	58	59	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	58	60	had	have	VBD
work_gniikk56ozfrdkymnqceabofwe	58	61	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	58	62	opportunity	opportunity	NN
work_gniikk56ozfrdkymnqceabofwe	58	63	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	58	64	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	58	65	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	58	66	three	three	CD
work_gniikk56ozfrdkymnqceabofwe	58	67	times	time	NNS
work_gniikk56ozfrdkymnqceabofwe	58	68	;	;	:
work_gniikk56ozfrdkymnqceabofwe	58	69	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	58	70	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	58	71	Fall	Fall	NNP
work_gniikk56ozfrdkymnqceabofwe	58	72	session	session	NN
work_gniikk56ozfrdkymnqceabofwe	58	73	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	74	shorter	short	JJR
work_gniikk56ozfrdkymnqceabofwe	58	75	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	58	76	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	58	77	weeks	week	NNS
work_gniikk56ozfrdkymnqceabofwe	58	78	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	58	79	,	,	,
work_gniikk56ozfrdkymnqceabofwe	58	80	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	58	81	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	58	82	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	58	83	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	58	84	delivered	deliver	VBN
work_gniikk56ozfrdkymnqceabofwe	58	85	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	58	86	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	58	87	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	58	88	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	58	89	most	most	RBS
work_gniikk56ozfrdkymnqceabofwe	58	90	two	two	CD
work_gniikk56ozfrdkymnqceabofwe	58	91	times	time	NNS
work_gniikk56ozfrdkymnqceabofwe	58	92	per	per	IN
work_gniikk56ozfrdkymnqceabofwe	58	93	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	58	94	.	.	.
work_gniikk56ozfrdkymnqceabofwe	59	1	Therefore	therefore	RB
work_gniikk56ozfrdkymnqceabofwe	59	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	59	3	every	every	DT
work_gniikk56ozfrdkymnqceabofwe	59	4	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	59	5	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	59	6	had	have	VBD
work_gniikk56ozfrdkymnqceabofwe	59	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	59	8	opportunity	opportunity	NN
work_gniikk56ozfrdkymnqceabofwe	59	9	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	59	10	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	59	11	7	7	CD
work_gniikk56ozfrdkymnqceabofwe	59	12	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	59	13	8	8	CD
work_gniikk56ozfrdkymnqceabofwe	59	14	dates	date	NNS
work_gniikk56ozfrdkymnqceabofwe	59	15	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	59	16	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	59	17	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	59	18	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	59	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	59	20	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	59	21	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	59	22	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	59	23	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	59	24	.	.	.
work_gniikk56ozfrdkymnqceabofwe	60	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	60	2	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	60	3	evaluation	evaluation	NN
work_gniikk56ozfrdkymnqceabofwe	60	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	60	5	grading	grading	NN
work_gniikk56ozfrdkymnqceabofwe	60	6	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	60	7	based	base	VBN
work_gniikk56ozfrdkymnqceabofwe	60	8	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	60	9	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	60	10	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	60	11	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	60	12	scale	scale	NN
work_gniikk56ozfrdkymnqceabofwe	60	13	going	go	VBG
work_gniikk56ozfrdkymnqceabofwe	60	14	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	60	15	0	0	CD
work_gniikk56ozfrdkymnqceabofwe	60	16	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	60	17	30	30	CD
work_gniikk56ozfrdkymnqceabofwe	60	18	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	60	19	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	60	20	30	30	CD
work_gniikk56ozfrdkymnqceabofwe	60	21	cum	cum	NNP
work_gniikk56ozfrdkymnqceabofwe	60	22	laude	laude	NN
work_gniikk56ozfrdkymnqceabofwe	60	23	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	60	24	awarded	award	VBN
work_gniikk56ozfrdkymnqceabofwe	60	25	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	60	26	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	60	27	cases	case	NNS
work_gniikk56ozfrdkymnqceabofwe	60	28	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	60	29	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	60	30	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	60	31	pass	pass	NN
work_gniikk56ozfrdkymnqceabofwe	60	32	threshold	threshold	NN
work_gniikk56ozfrdkymnqceabofwe	60	33	set	set	VBN
work_gniikk56ozfrdkymnqceabofwe	60	34	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	60	35	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	60	36	.	.	.
work_gniikk56ozfrdkymnqceabofwe	61	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	61	2	no	no	DT
work_gniikk56ozfrdkymnqceabofwe	61	3	mark	mark	NN
work_gniikk56ozfrdkymnqceabofwe	61	4	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	61	5	ever	ever	RB
work_gniikk56ozfrdkymnqceabofwe	61	6	recorded	record	VBN
work_gniikk56ozfrdkymnqceabofwe	61	7	when	when	WRB
work_gniikk56ozfrdkymnqceabofwe	61	8	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	61	9	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	61	10	.	.	.
work_gniikk56ozfrdkymnqceabofwe	62	1	If	if	IN
work_gniikk56ozfrdkymnqceabofwe	62	2	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	62	3	fail	fail	VBP
work_gniikk56ozfrdkymnqceabofwe	62	4	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	62	5	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	62	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	62	7	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	62	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	62	9	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	62	10	get	get	VBP
work_gniikk56ozfrdkymnqceabofwe	62	11	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	62	12	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	62	13	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	62	14	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	62	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	62	16	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	62	17	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	62	18	no	no	DT
work_gniikk56ozfrdkymnqceabofwe	62	19	official	official	JJ
work_gniikk56ozfrdkymnqceabofwe	62	20	record	record	NN
work_gniikk56ozfrdkymnqceabofwe	62	21	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	62	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	62	23	event	event	NN
work_gniikk56ozfrdkymnqceabofwe	62	24	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	62	25	nor	nor	CC
work_gniikk56ozfrdkymnqceabofwe	62	26	even	even	RB
work_gniikk56ozfrdkymnqceabofwe	62	27	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	62	28	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	62	29	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	62	30	attempted	attempt	VBN
work_gniikk56ozfrdkymnqceabofwe	62	31	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	62	32	,	,	,
work_gniikk56ozfrdkymnqceabofwe	62	33	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	62	34	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	62	35	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	62	36	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	62	37	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	62	38	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	62	39	again	again	RB
work_gniikk56ozfrdkymnqceabofwe	62	40	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	62	41	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	62	42	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	62	43	.	.	.
work_gniikk56ozfrdkymnqceabofwe	63	1	When	when	WRB
work_gniikk56ozfrdkymnqceabofwe	63	2	marks	mark	NNS
work_gniikk56ozfrdkymnqceabofwe	63	3	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	63	4	released	release	VBN
work_gniikk56ozfrdkymnqceabofwe	63	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	63	6	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	63	7	before	before	IN
work_gniikk56ozfrdkymnqceabofwe	63	8	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	63	9	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	63	10	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	63	11	Italian	italian	JJ
work_gniikk56ozfrdkymnqceabofwe	63	12	universities	university	NNS
work_gniikk56ozfrdkymnqceabofwe	63	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	63	14	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	63	15	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	63	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	63	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	63	18	drop	drop	NN
work_gniikk56ozfrdkymnqceabofwe	63	19	out	out	RP
work_gniikk56ozfrdkymnqceabofwe	63	20	rate	rate	NN
work_gniikk56ozfrdkymnqceabofwe	63	21	under	under	IN
work_gniikk56ozfrdkymnqceabofwe	63	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	63	23	old	old	JJ
work_gniikk56ozfrdkymnqceabofwe	63	24	system	system	NN
work_gniikk56ozfrdkymnqceabofwe	63	25	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	63	26	60	60	CD
work_gniikk56ozfrdkymnqceabofwe	63	27	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	63	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	64	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	64	2	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	64	3	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	64	4	spent	spend	VBN
work_gniikk56ozfrdkymnqceabofwe	64	5	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	64	6	complete	complete	VB
work_gniikk56ozfrdkymnqceabofwe	64	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	64	8	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	64	9	degree	degree	NN
work_gniikk56ozfrdkymnqceabofwe	64	10	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	64	11	7	7	CD
work_gniikk56ozfrdkymnqceabofwe	64	12	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	64	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	64	14	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	64	15	4.6	4.6	CD
work_gniikk56ozfrdkymnqceabofwe	64	16	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	64	17	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	64	18	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	64	19	graduated	graduate	VBN
work_gniikk56ozfrdkymnqceabofwe	64	20	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	64	21	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	64	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	65	1	With	with	IN
work_gniikk56ozfrdkymnqceabofwe	65	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	65	3	new	new	JJ
work_gniikk56ozfrdkymnqceabofwe	65	4	system	system	NN
work_gniikk56ozfrdkymnqceabofwe	65	5	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	65	6	three	three	CD
work_gniikk56ozfrdkymnqceabofwe	65	7	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	65	8	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	65	9	degrees	degree	NNS
work_gniikk56ozfrdkymnqceabofwe	65	10	provisional	provisional	JJ
work_gniikk56ozfrdkymnqceabofwe	65	11	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	65	12	show	show	VBP
work_gniikk56ozfrdkymnqceabofwe	65	13	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	65	14	41	41	CD
work_gniikk56ozfrdkymnqceabofwe	65	15	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	65	16	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	65	17	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	65	18	graduate	graduate	VBP
work_gniikk56ozfrdkymnqceabofwe	65	19	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	65	20	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	65	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	65	22	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	65	23	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	65	24	within	within	IN
work_gniikk56ozfrdkymnqceabofwe	65	25	3.5	3.5	CD
work_gniikk56ozfrdkymnqceabofwe	65	26	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	65	27	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	65	28	Istat	Istat	NNP
work_gniikk56ozfrdkymnqceabofwe	65	29	,	,	,
work_gniikk56ozfrdkymnqceabofwe	65	30	2005	2005	CD
work_gniikk56ozfrdkymnqceabofwe	65	31	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	65	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	66	1	5	5	CD
work_gniikk56ozfrdkymnqceabofwe	66	2	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	66	3	recorded	record	VBN
work_gniikk56ozfrdkymnqceabofwe	66	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	66	5	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	66	6	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	66	7	refuse	refuse	VB
work_gniikk56ozfrdkymnqceabofwe	66	8	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	66	9	register	register	VB
work_gniikk56ozfrdkymnqceabofwe	66	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	66	11	mark	mark	NN
work_gniikk56ozfrdkymnqceabofwe	66	12	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	66	13	order	order	NN
work_gniikk56ozfrdkymnqceabofwe	66	14	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	66	15	re	re	VB
work_gniikk56ozfrdkymnqceabofwe	66	16	-	-	VB
work_gniikk56ozfrdkymnqceabofwe	66	17	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	66	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	66	19	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	66	20	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	66	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	66	22	future	future	NN
work_gniikk56ozfrdkymnqceabofwe	66	23	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	66	24	perhaps	perhaps	RB
work_gniikk56ozfrdkymnqceabofwe	66	25	get	get	VB
work_gniikk56ozfrdkymnqceabofwe	66	26	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	66	27	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	66	28	mark	mark	NN
work_gniikk56ozfrdkymnqceabofwe	66	29	.	.	.
work_gniikk56ozfrdkymnqceabofwe	67	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	67	2	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	67	3	case	case	NN
work_gniikk56ozfrdkymnqceabofwe	67	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	67	5	again	again	RB
work_gniikk56ozfrdkymnqceabofwe	67	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	67	7	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	67	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	67	9	no	no	DT
work_gniikk56ozfrdkymnqceabofwe	67	10	record	record	NN
work_gniikk56ozfrdkymnqceabofwe	67	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	67	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	67	13	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	67	14	attempt	attempt	NN
work_gniikk56ozfrdkymnqceabofwe	67	15	.	.	.
work_gniikk56ozfrdkymnqceabofwe	68	1	Finally	finally	RB
work_gniikk56ozfrdkymnqceabofwe	68	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	68	3	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	68	4	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	68	5	no	no	DT
work_gniikk56ozfrdkymnqceabofwe	68	6	upper	upper	JJ
work_gniikk56ozfrdkymnqceabofwe	68	7	limit	limit	NN
work_gniikk56ozfrdkymnqceabofwe	68	8	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	68	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	68	10	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	68	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	68	12	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	68	13	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	68	14	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	68	15	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	68	16	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	68	17	finish	finish	VB
work_gniikk56ozfrdkymnqceabofwe	68	18	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	68	19	degree	degree	NN
work_gniikk56ozfrdkymnqceabofwe	68	20	.	.	.
work_gniikk56ozfrdkymnqceabofwe	69	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	69	2	order	order	NN
work_gniikk56ozfrdkymnqceabofwe	69	3	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	69	4	graduate	graduate	VB
work_gniikk56ozfrdkymnqceabofwe	69	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	69	6	however	however	RB
work_gniikk56ozfrdkymnqceabofwe	69	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	69	8	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	69	9	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	69	10	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	69	11	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	69	12	pass	pass	VB
work_gniikk56ozfrdkymnqceabofwe	69	13	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	69	14	certain	certain	JJ
work_gniikk56ozfrdkymnqceabofwe	69	15	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	69	16	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	69	17	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	69	18	.	.	.
work_gniikk56ozfrdkymnqceabofwe	70	1	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	70	2	Moreover	moreover	RB
work_gniikk56ozfrdkymnqceabofwe	70	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	70	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	70	5	final	final	JJ
work_gniikk56ozfrdkymnqceabofwe	70	6	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	70	7	coming	come	VBG
work_gniikk56ozfrdkymnqceabofwe	70	8	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	70	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	70	10	awarded	award	VBN
work_gniikk56ozfrdkymnqceabofwe	70	11	degree	degree	NN
work_gniikk56ozfrdkymnqceabofwe	70	12	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	70	13	calculated	calculate	VBN
work_gniikk56ozfrdkymnqceabofwe	70	14	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	70	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	70	16	basis	basis	NN
work_gniikk56ozfrdkymnqceabofwe	70	17	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	70	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	70	19	simple	simple	JJ
work_gniikk56ozfrdkymnqceabofwe	70	20	average	average	NN
work_gniikk56ozfrdkymnqceabofwe	70	21	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	70	22	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	70	23	obtained	obtain	VBN
work_gniikk56ozfrdkymnqceabofwe	70	24	during	during	IN
work_gniikk56ozfrdkymnqceabofwe	70	25	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	70	26	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	70	27	career	career	NN
work_gniikk56ozfrdkymnqceabofwe	70	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	71	1	Table	table	NN
work_gniikk56ozfrdkymnqceabofwe	71	2	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	71	3	presents	present	VBZ
work_gniikk56ozfrdkymnqceabofwe	71	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	71	5	statistics	statistic	NNS
work_gniikk56ozfrdkymnqceabofwe	71	6	describing	describe	VBG
work_gniikk56ozfrdkymnqceabofwe	71	7	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	71	8	variables	variable	NNS
work_gniikk56ozfrdkymnqceabofwe	71	9	.	.	.
work_gniikk56ozfrdkymnqceabofwe	72	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	72	2	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	72	3	collected	collect	VBN
work_gniikk56ozfrdkymnqceabofwe	72	4	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	72	5	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	72	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	72	7	cohort	cohort	NN
work_gniikk56ozfrdkymnqceabofwe	72	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	72	9	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	72	10	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	72	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	72	12	College	College	NNP
work_gniikk56ozfrdkymnqceabofwe	72	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	72	14	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	72	15	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	72	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	72	17	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	72	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	72	19	XX	XX	NNP
work_gniikk56ozfrdkymnqceabofwe	72	20	registered	register	VBD
work_gniikk56ozfrdkymnqceabofwe	72	21	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	72	22	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	72	23	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	72	24	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	72	25	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	72	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	72	27	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	72	28	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	72	29	2001	2001	CD
work_gniikk56ozfrdkymnqceabofwe	72	30	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	72	31	2002	2002	CD
work_gniikk56ozfrdkymnqceabofwe	72	32	,	,	,
work_gniikk56ozfrdkymnqceabofwe	72	33	observed	observe	VBN
work_gniikk56ozfrdkymnqceabofwe	72	34	over	over	IN
work_gniikk56ozfrdkymnqceabofwe	72	35	three	three	CD
work_gniikk56ozfrdkymnqceabofwe	72	36	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	72	37	.	.	.
work_gniikk56ozfrdkymnqceabofwe	73	1	There	there	EX
work_gniikk56ozfrdkymnqceabofwe	73	2	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	73	3	885	885	CD
work_gniikk56ozfrdkymnqceabofwe	73	4	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	73	5	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	73	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	73	7	dataset	dataset	NN
work_gniikk56ozfrdkymnqceabofwe	73	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	73	9	51.4	51.4	CD
work_gniikk56ozfrdkymnqceabofwe	73	10	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	73	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	73	12	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	73	13	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	73	14	female	female	JJ
work_gniikk56ozfrdkymnqceabofwe	73	15	.	.	.
work_gniikk56ozfrdkymnqceabofwe	74	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	74	2	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	74	3	dataset	dataset	NN
work_gniikk56ozfrdkymnqceabofwe	74	4	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	74	5	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	74	6	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	74	7	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	74	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	74	9	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	74	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	74	11	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	74	12	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	74	13	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	74	14	attended	attend	VBD
work_gniikk56ozfrdkymnqceabofwe	74	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	74	16	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	74	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	74	18	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	74	19	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	74	20	final	final	JJ
work_gniikk56ozfrdkymnqceabofwe	74	21	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	74	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	74	23	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	74	24	date	date	NN
work_gniikk56ozfrdkymnqceabofwe	74	25	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	74	26	birth	birth	NN
work_gniikk56ozfrdkymnqceabofwe	74	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	74	28	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	74	29	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	74	30	home	home	NN
work_gniikk56ozfrdkymnqceabofwe	74	31	address	address	NN
work_gniikk56ozfrdkymnqceabofwe	74	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	75	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	75	2	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	75	3	obtained	obtain	VBD
work_gniikk56ozfrdkymnqceabofwe	75	4	detailed	detailed	JJ
work_gniikk56ozfrdkymnqceabofwe	75	5	information	information	NN
work_gniikk56ozfrdkymnqceabofwe	75	6	about	about	IN
work_gniikk56ozfrdkymnqceabofwe	75	7	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	75	8	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	75	9	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	75	10	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	75	11	curriculum	curriculum	NN
work_gniikk56ozfrdkymnqceabofwe	75	12	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	75	13	examination	examination	NN
work_gniikk56ozfrdkymnqceabofwe	75	14	dates	date	NNS
work_gniikk56ozfrdkymnqceabofwe	75	15	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	75	16	marks	mark	NNS
work_gniikk56ozfrdkymnqceabofwe	75	17	.	.	.
work_gniikk56ozfrdkymnqceabofwe	76	1	Our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	76	2	dataset	dataset	NN
work_gniikk56ozfrdkymnqceabofwe	76	3	records	record	VBZ
work_gniikk56ozfrdkymnqceabofwe	76	4	all	all	DT
work_gniikk56ozfrdkymnqceabofwe	76	5	individual	individual	JJ
work_gniikk56ozfrdkymnqceabofwe	76	6	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	76	7	up	up	IN
work_gniikk56ozfrdkymnqceabofwe	76	8	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	76	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	76	10	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	76	11	summer	summer	NN
work_gniikk56ozfrdkymnqceabofwe	76	12	session	session	NN
work_gniikk56ozfrdkymnqceabofwe	76	13	.	.	.
work_gniikk56ozfrdkymnqceabofwe	77	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	77	2	theory	theory	NN
work_gniikk56ozfrdkymnqceabofwe	77	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	77	4	since	since	IN
work_gniikk56ozfrdkymnqceabofwe	77	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	77	6	official	official	JJ
work_gniikk56ozfrdkymnqceabofwe	77	7	duration	duration	NN
work_gniikk56ozfrdkymnqceabofwe	77	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	77	9	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	77	10	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	77	11	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	77	12	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	77	13	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	77	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	77	15	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	77	16	that	that	DT
work_gniikk56ozfrdkymnqceabofwe	77	17	session	session	NN
work_gniikk56ozfrdkymnqceabofwe	77	18	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	77	19	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	77	20	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	77	21	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	77	22	cohort	cohort	NN
work_gniikk56ozfrdkymnqceabofwe	77	23	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	77	24	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	77	25	graduated	graduate	VBN
work_gniikk56ozfrdkymnqceabofwe	77	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	78	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	78	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	78	3	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	78	4	negligible	negligible	JJ
work_gniikk56ozfrdkymnqceabofwe	78	5	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	78	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	78	7	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	78	8	-	-	:
work_gniikk56ozfrdkymnqceabofwe	78	9	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	78	10	10	10	CD
work_gniikk56ozfrdkymnqceabofwe	78	11	-	-	:
work_gniikk56ozfrdkymnqceabofwe	78	12	did	do	VBD
work_gniikk56ozfrdkymnqceabofwe	78	13	actually	actually	RB
work_gniikk56ozfrdkymnqceabofwe	78	14	graduate	graduate	VB
work_gniikk56ozfrdkymnqceabofwe	78	15	.	.	.
work_gniikk56ozfrdkymnqceabofwe	79	1	Some	some	DT
work_gniikk56ozfrdkymnqceabofwe	79	2	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	79	3	will	will	MD
work_gniikk56ozfrdkymnqceabofwe	79	4	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	79	5	graduated	graduate	VBN
work_gniikk56ozfrdkymnqceabofwe	79	6	over	over	IN
work_gniikk56ozfrdkymnqceabofwe	79	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	79	8	following	following	JJ
work_gniikk56ozfrdkymnqceabofwe	79	9	months	month	NNS
work_gniikk56ozfrdkymnqceabofwe	79	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	79	11	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	79	12	many	many	JJ
work_gniikk56ozfrdkymnqceabofwe	79	13	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	79	14	will	will	MD
work_gniikk56ozfrdkymnqceabofwe	79	15	graduate	graduate	VB
work_gniikk56ozfrdkymnqceabofwe	79	16	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	79	17	2005	2005	CD
work_gniikk56ozfrdkymnqceabofwe	79	18	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	79	19	later	later	JJ
work_gniikk56ozfrdkymnqceabofwe	79	20	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	79	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	79	22	when	when	WRB
work_gniikk56ozfrdkymnqceabofwe	79	23	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	79	24	complete	complete	VBP
work_gniikk56ozfrdkymnqceabofwe	79	25	all	all	PDT
work_gniikk56ozfrdkymnqceabofwe	79	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	79	27	required	require	VBN
work_gniikk56ozfrdkymnqceabofwe	79	28	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	79	29	.	.	.
work_gniikk56ozfrdkymnqceabofwe	80	1	Quite	quite	PDT
work_gniikk56ozfrdkymnqceabofwe	80	2	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	80	3	lot	lot	NN
work_gniikk56ozfrdkymnqceabofwe	80	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	80	5	them	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	80	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	80	7	however	however	RB
work_gniikk56ozfrdkymnqceabofwe	80	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	80	9	will	will	MD
work_gniikk56ozfrdkymnqceabofwe	80	10	never	never	RB
work_gniikk56ozfrdkymnqceabofwe	80	11	graduate	graduate	VB
work_gniikk56ozfrdkymnqceabofwe	80	12	.	.	.
work_gniikk56ozfrdkymnqceabofwe	81	1	[	[	-LRB-
work_gniikk56ozfrdkymnqceabofwe	81	2	Insert	Insert	NNP
work_gniikk56ozfrdkymnqceabofwe	81	3	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	81	4	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	81	5	about	about	IN
work_gniikk56ozfrdkymnqceabofwe	81	6	here	here	RB
work_gniikk56ozfrdkymnqceabofwe	81	7	]	]	-RRB-
work_gniikk56ozfrdkymnqceabofwe	81	8	For	for	IN
work_gniikk56ozfrdkymnqceabofwe	81	9	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	81	10	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	81	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	81	12	photo	photo	NN
work_gniikk56ozfrdkymnqceabofwe	81	13	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	81	14	id	id	NNP
work_gniikk56ozfrdkymnqceabofwe	81	15	pictures	picture	NNS
work_gniikk56ozfrdkymnqceabofwe	81	16	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	81	17	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	81	18	available	available	JJ
work_gniikk56ozfrdkymnqceabofwe	81	19	.	.	.
work_gniikk56ozfrdkymnqceabofwe	82	1	Each	each	DT
work_gniikk56ozfrdkymnqceabofwe	82	2	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	82	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	82	4	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	82	5	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	82	6	pictures	picture	NNS
work_gniikk56ozfrdkymnqceabofwe	82	7	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	82	8	rated	rate	VBN
work_gniikk56ozfrdkymnqceabofwe	82	9	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	82	10	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	82	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	82	12	five	five	CD
work_gniikk56ozfrdkymnqceabofwe	82	13	professors	professor	NNS
work_gniikk56ozfrdkymnqceabofwe	82	14	:	:	:
work_gniikk56ozfrdkymnqceabofwe	82	15	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	82	16	women	woman	NNS
work_gniikk56ozfrdkymnqceabofwe	82	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	82	18	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	82	19	men	man	NNS
work_gniikk56ozfrdkymnqceabofwe	82	20	aged	age	VBN
work_gniikk56ozfrdkymnqceabofwe	82	21	respectively	respectively	RB
work_gniikk56ozfrdkymnqceabofwe	82	22	35	35	CD
work_gniikk56ozfrdkymnqceabofwe	82	23	,	,	,
work_gniikk56ozfrdkymnqceabofwe	82	24	58	58	CD
work_gniikk56ozfrdkymnqceabofwe	82	25	,	,	,
work_gniikk56ozfrdkymnqceabofwe	82	26	40	40	CD
work_gniikk56ozfrdkymnqceabofwe	82	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	82	28	45	45	CD
work_gniikk56ozfrdkymnqceabofwe	82	29	,	,	,
work_gniikk56ozfrdkymnqceabofwe	82	30	62	62	CD
work_gniikk56ozfrdkymnqceabofwe	82	31	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	82	32	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	82	33	accord	accord	VB
work_gniikk56ozfrdkymnqceabofwe	82	34	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	82	35	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	82	36	age	age	NN
work_gniikk56ozfrdkymnqceabofwe	82	37	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	82	38	sex	sex	NN
work_gniikk56ozfrdkymnqceabofwe	82	39	distribution	distribution	NN
work_gniikk56ozfrdkymnqceabofwe	82	40	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	82	41	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	82	42	professors	professor	NNS
work_gniikk56ozfrdkymnqceabofwe	82	43	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	82	44	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	82	45	College	College	NNP
work_gniikk56ozfrdkymnqceabofwe	82	46	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	82	47	.	.	.
work_gniikk56ozfrdkymnqceabofwe	83	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	83	2	raters	rater	NNS
work_gniikk56ozfrdkymnqceabofwe	83	3	viewed	view	VBD
work_gniikk56ozfrdkymnqceabofwe	83	4	all	all	DT
work_gniikk56ozfrdkymnqceabofwe	83	5	photographs	photograph	NNS
work_gniikk56ozfrdkymnqceabofwe	83	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	83	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	83	8	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	83	9	resolution	resolution	NN
work_gniikk56ozfrdkymnqceabofwe	83	10	computer	computer	NN
work_gniikk56ozfrdkymnqceabofwe	83	11	screen	screen	NN
work_gniikk56ozfrdkymnqceabofwe	83	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	83	13	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	83	14	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	83	15	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	83	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	83	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	83	18	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	83	19	tick	tick	VB
work_gniikk56ozfrdkymnqceabofwe	83	20	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	83	21	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	83	22	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	83	23	5	5	CD
work_gniikk56ozfrdkymnqceabofwe	83	24	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	83	25	highest	high	JJS
work_gniikk56ozfrdkymnqceabofwe	83	26	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	83	27	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	83	28	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	83	29	rating	rating	NN
work_gniikk56ozfrdkymnqceabofwe	83	30	scale	scale	NN
work_gniikk56ozfrdkymnqceabofwe	83	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	84	1	4	4	LS
work_gniikk56ozfrdkymnqceabofwe	84	2	Of	of	RB
work_gniikk56ozfrdkymnqceabofwe	84	3	course	course	RB
work_gniikk56ozfrdkymnqceabofwe	84	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	84	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	84	6	ideal	ideal	JJ
work_gniikk56ozfrdkymnqceabofwe	84	7	measure	measure	NN
work_gniikk56ozfrdkymnqceabofwe	84	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	84	9	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	84	10	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	84	11	account	account	VB
work_gniikk56ozfrdkymnqceabofwe	84	12	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	84	13	all	all	DT
work_gniikk56ozfrdkymnqceabofwe	84	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	84	15	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	84	16	person	person	NN
work_gniikk56ozfrdkymnqceabofwe	84	17	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	84	18	features	feature	NNS
work_gniikk56ozfrdkymnqceabofwe	84	19	capable	capable	JJ
work_gniikk56ozfrdkymnqceabofwe	84	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	84	21	making	make	VBG
work_gniikk56ozfrdkymnqceabofwe	84	22	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	84	23	visual	visual	JJ
work_gniikk56ozfrdkymnqceabofwe	84	24	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	84	25	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	84	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	84	27	observer	observer	NN
work_gniikk56ozfrdkymnqceabofwe	84	28	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	84	29	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	84	30	just	just	RB
work_gniikk56ozfrdkymnqceabofwe	84	31	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	84	32	facial	facial	JJ
work_gniikk56ozfrdkymnqceabofwe	84	33	features	feature	NNS
work_gniikk56ozfrdkymnqceabofwe	84	34	.	.	.
work_gniikk56ozfrdkymnqceabofwe	85	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	85	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	85	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	85	4	error	error	NN
work_gniikk56ozfrdkymnqceabofwe	85	5	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	85	6	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	85	7	introduce	introduce	VB
work_gniikk56ozfrdkymnqceabofwe	85	8	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	85	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	85	10	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	85	11	measure	measure	NN
work_gniikk56ozfrdkymnqceabofwe	85	12	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	85	13	unlikely	unlikely	JJ
work_gniikk56ozfrdkymnqceabofwe	85	14	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	85	15	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	85	16	systematically	systematically	RB
work_gniikk56ozfrdkymnqceabofwe	85	17	related	related	JJ
work_gniikk56ozfrdkymnqceabofwe	85	18	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	85	19	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	85	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	85	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	85	22	variables	variable	NNS
work_gniikk56ozfrdkymnqceabofwe	85	23	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	85	24	focus	focus	VBP
work_gniikk56ozfrdkymnqceabofwe	85	25	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	85	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	86	1	Also	also	RB
work_gniikk56ozfrdkymnqceabofwe	86	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	86	3	Jackson	Jackson	NNP
work_gniikk56ozfrdkymnqceabofwe	86	4	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	86	5	1992	1992	CD
work_gniikk56ozfrdkymnqceabofwe	86	6	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	86	7	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	86	8	shown	show	VBN
work_gniikk56ozfrdkymnqceabofwe	86	9	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	86	10	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	86	11	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	86	12	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	86	13	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	86	14	correlation	correlation	NN
work_gniikk56ozfrdkymnqceabofwe	86	15	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	86	16	responses	response	NNS
work_gniikk56ozfrdkymnqceabofwe	86	17	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	86	18	still	still	RB
work_gniikk56ozfrdkymnqceabofwe	86	19	photographs	photograph	NNS
work_gniikk56ozfrdkymnqceabofwe	86	20	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	86	21	responses	response	NNS
work_gniikk56ozfrdkymnqceabofwe	86	22	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	86	23	video	video	NN
work_gniikk56ozfrdkymnqceabofwe	86	24	tapes	tape	NNS
work_gniikk56ozfrdkymnqceabofwe	86	25	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	86	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	86	27	same	same	JJ
work_gniikk56ozfrdkymnqceabofwe	86	28	stimulus	stimulus	NN
work_gniikk56ozfrdkymnqceabofwe	86	29	person	person	NN
work_gniikk56ozfrdkymnqceabofwe	86	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	87	1	Finally	finally	RB
work_gniikk56ozfrdkymnqceabofwe	87	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	87	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	87	4	cited	cite	VBN
work_gniikk56ozfrdkymnqceabofwe	87	5	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	87	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	87	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	87	8	economics	economic	NNS
work_gniikk56ozfrdkymnqceabofwe	87	9	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	87	10	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	87	11	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	87	12	always	always	RB
work_gniikk56ozfrdkymnqceabofwe	87	13	used	use	VBN
work_gniikk56ozfrdkymnqceabofwe	87	14	still	still	RB
work_gniikk56ozfrdkymnqceabofwe	87	15	photographs	photograph	NNS
work_gniikk56ozfrdkymnqceabofwe	87	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	88	1	3	3	LS
work_gniikk56ozfrdkymnqceabofwe	88	2	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	88	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	88	4	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	88	5	under	under	IN
work_gniikk56ozfrdkymnqceabofwe	88	6	consideration	consideration	NN
work_gniikk56ozfrdkymnqceabofwe	88	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	88	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	88	9	required	require	VBN
work_gniikk56ozfrdkymnqceabofwe	88	10	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	88	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	88	12	courses	course	NNS
work_gniikk56ozfrdkymnqceabofwe	88	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	88	14	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	88	15	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	88	16	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	88	17	37	37	CD
work_gniikk56ozfrdkymnqceabofwe	88	18	.	.	.
work_gniikk56ozfrdkymnqceabofwe	89	1	4	4	LS
work_gniikk56ozfrdkymnqceabofwe	89	2	They	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	89	3	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	89	4	instructed	instruct	VBN
work_gniikk56ozfrdkymnqceabofwe	89	5	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	89	6	use	use	VB
work_gniikk56ozfrdkymnqceabofwe	89	7	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	89	8	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	89	9	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	89	10	look	look	NN
work_gniikk56ozfrdkymnqceabofwe	89	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	89	12	4	4	CD
work_gniikk56ozfrdkymnqceabofwe	89	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	89	14	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	89	15	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	89	16	respectively	respectively	RB
work_gniikk56ozfrdkymnqceabofwe	89	17	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	89	18	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	89	19	worse	bad	JJR
work_gniikk56ozfrdkymnqceabofwe	89	20	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	89	21	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	89	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	89	23	5	5	CD
work_gniikk56ozfrdkymnqceabofwe	89	24	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	89	25	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	89	26	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	89	27	respectively	respectively	RB
work_gniikk56ozfrdkymnqceabofwe	89	28	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	89	29	beautiful	beautiful	JJ
work_gniikk56ozfrdkymnqceabofwe	89	30	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	89	31	handsome	handsome	JJ
work_gniikk56ozfrdkymnqceabofwe	89	32	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	89	33	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	89	34	homely	homely	JJ
work_gniikk56ozfrdkymnqceabofwe	89	35	.	.	.
work_gniikk56ozfrdkymnqceabofwe	90	1	They	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	90	2	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	90	3	allowed	allow	VBN
work_gniikk56ozfrdkymnqceabofwe	90	4	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	90	5	move	move	VB
work_gniikk56ozfrdkymnqceabofwe	90	6	back	back	RB
work_gniikk56ozfrdkymnqceabofwe	90	7	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	90	8	previously	previously	RB
work_gniikk56ozfrdkymnqceabofwe	90	9	rated	rate	VBN
work_gniikk56ozfrdkymnqceabofwe	90	10	photographs	photograph	NNS
work_gniikk56ozfrdkymnqceabofwe	90	11	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	90	12	change	change	VB
work_gniikk56ozfrdkymnqceabofwe	90	13	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	90	14	check	check	VB
work_gniikk56ozfrdkymnqceabofwe	90	15	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	90	16	ratings	rating	NNS
work_gniikk56ozfrdkymnqceabofwe	90	17	.	.	.
work_gniikk56ozfrdkymnqceabofwe	91	1	6	6	CD
work_gniikk56ozfrdkymnqceabofwe	91	2	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	91	3	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	91	4	series	series	NN
work_gniikk56ozfrdkymnqceabofwe	91	5	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	91	6	pair	pair	NN
work_gniikk56ozfrdkymnqceabofwe	91	7	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	91	8	wise	wise	JJ
work_gniikk56ozfrdkymnqceabofwe	91	9	correlations	correlation	NNS
work_gniikk56ozfrdkymnqceabofwe	91	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	91	11	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	91	12	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	91	13	correlations	correlation	NNS
work_gniikk56ozfrdkymnqceabofwe	91	14	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	91	15	0.42	0.42	CD
work_gniikk56ozfrdkymnqceabofwe	91	16	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	91	17	0.58	0.58	CD
work_gniikk56ozfrdkymnqceabofwe	91	18	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	91	19	panel	panel	NN
work_gniikk56ozfrdkymnqceabofwe	91	20	members	member	NNS
work_gniikk56ozfrdkymnqceabofwe	91	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	91	22	always	always	RB
work_gniikk56ozfrdkymnqceabofwe	91	23	highly	highly	RB
work_gniikk56ozfrdkymnqceabofwe	91	24	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	91	25	,	,	,
work_gniikk56ozfrdkymnqceabofwe	91	26	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	91	27	given	give	VBN
work_gniikk56ozfrdkymnqceabofwe	91	28	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	91	29	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	91	30	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	91	31	pictures	picture	NNS
work_gniikk56ozfrdkymnqceabofwe	91	32	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	91	33	seems	seem	VBZ
work_gniikk56ozfrdkymnqceabofwe	91	34	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	91	35	suggest	suggest	VB
work_gniikk56ozfrdkymnqceabofwe	91	36	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	91	37	substantial	substantial	JJ
work_gniikk56ozfrdkymnqceabofwe	91	38	agreement	agreement	NN
work_gniikk56ozfrdkymnqceabofwe	91	39	among	among	IN
work_gniikk56ozfrdkymnqceabofwe	91	40	evaluators	evaluator	NNS
work_gniikk56ozfrdkymnqceabofwe	91	41	about	about	IN
work_gniikk56ozfrdkymnqceabofwe	91	42	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	91	43	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	91	44	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	91	45	individuals	individual	NNS
work_gniikk56ozfrdkymnqceabofwe	91	46	,	,	,
work_gniikk56ozfrdkymnqceabofwe	91	47	thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	91	48	confirming	confirm	VBG
work_gniikk56ozfrdkymnqceabofwe	91	49	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	91	50	existence	existence	NN
work_gniikk56ozfrdkymnqceabofwe	91	51	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	91	52	common	common	JJ
work_gniikk56ozfrdkymnqceabofwe	91	53	standards	standard	NNS
work_gniikk56ozfrdkymnqceabofwe	91	54	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	91	55	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	91	56	,	,	,
work_gniikk56ozfrdkymnqceabofwe	91	57	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	91	58	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	91	59	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	91	60	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	91	61	rest	rest	NN
work_gniikk56ozfrdkymnqceabofwe	91	62	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	91	63	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	91	64	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	91	65	.	.	.
work_gniikk56ozfrdkymnqceabofwe	92	1	For	for	IN
work_gniikk56ozfrdkymnqceabofwe	92	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	92	3	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	92	4	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	92	5	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	92	6	will	will	MD
work_gniikk56ozfrdkymnqceabofwe	92	7	use	use	VB
work_gniikk56ozfrdkymnqceabofwe	92	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	92	9	however	however	RB
work_gniikk56ozfrdkymnqceabofwe	92	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	92	11	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	92	12	standardized	standardize	VBD
work_gniikk56ozfrdkymnqceabofwe	92	13	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	92	14	rater	rater	NN
work_gniikk56ozfrdkymnqceabofwe	92	15	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	92	16	evaluation	evaluation	NN
work_gniikk56ozfrdkymnqceabofwe	92	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	92	18	then	then	RB
work_gniikk56ozfrdkymnqceabofwe	92	19	created	create	VBD
work_gniikk56ozfrdkymnqceabofwe	92	20	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	92	21	composite	composite	JJ
work_gniikk56ozfrdkymnqceabofwe	92	22	standardized	standardized	JJ
work_gniikk56ozfrdkymnqceabofwe	92	23	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	92	24	measure	measure	NN
work_gniikk56ozfrdkymnqceabofwe	92	25	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	92	26	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	92	27	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	92	28	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	92	29	summing	sum	VBG
work_gniikk56ozfrdkymnqceabofwe	92	30	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	92	31	five	five	CD
work_gniikk56ozfrdkymnqceabofwe	92	32	standardized	standardized	JJ
work_gniikk56ozfrdkymnqceabofwe	92	33	ratings	rating	NNS
work_gniikk56ozfrdkymnqceabofwe	92	34	.	.	.
work_gniikk56ozfrdkymnqceabofwe	93	1	III	iii	CD
work_gniikk56ozfrdkymnqceabofwe	93	2	.	.	.
work_gniikk56ozfrdkymnqceabofwe	94	1	Looks	look	VBZ
work_gniikk56ozfrdkymnqceabofwe	94	2	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	94	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	94	4	Exams	Exams	NNPS
work_gniikk56ozfrdkymnqceabofwe	94	5	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	94	6	tuition	tuition	NN
work_gniikk56ozfrdkymnqceabofwe	94	7	fees	fee	NNS
work_gniikk56ozfrdkymnqceabofwe	94	8	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	94	9	public	public	JJ
work_gniikk56ozfrdkymnqceabofwe	94	10	universities	university	NNS
work_gniikk56ozfrdkymnqceabofwe	94	11	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	94	12	Italy	Italy	NNP
work_gniikk56ozfrdkymnqceabofwe	94	13	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	94	14	rather	rather	RB
work_gniikk56ozfrdkymnqceabofwe	94	15	low	low	JJ
work_gniikk56ozfrdkymnqceabofwe	94	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	94	17	5	5	CD
work_gniikk56ozfrdkymnqceabofwe	94	18	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	94	19	thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	94	20	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	94	21	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	94	22	quite	quite	RB
work_gniikk56ozfrdkymnqceabofwe	94	23	common	common	JJ
work_gniikk56ozfrdkymnqceabofwe	94	24	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	94	25	many	many	JJ
work_gniikk56ozfrdkymnqceabofwe	94	26	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	94	27	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	94	28	enrolled	enrol	VBN
work_gniikk56ozfrdkymnqceabofwe	94	29	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	94	30	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	94	31	without	without	IN
work_gniikk56ozfrdkymnqceabofwe	94	32	actually	actually	RB
work_gniikk56ozfrdkymnqceabofwe	94	33	taking	take	VBG
work_gniikk56ozfrdkymnqceabofwe	94	34	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	94	35	.	.	.
work_gniikk56ozfrdkymnqceabofwe	95	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	95	2	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	95	3	cohort	cohort	NN
work_gniikk56ozfrdkymnqceabofwe	95	4	about	about	RB
work_gniikk56ozfrdkymnqceabofwe	95	5	27	27	CD
work_gniikk56ozfrdkymnqceabofwe	95	6	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	95	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	95	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	95	9	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	95	10	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	95	11	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	95	12	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	95	13	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	95	14	single	single	JJ
work_gniikk56ozfrdkymnqceabofwe	95	15	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	95	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	96	1	These	these	DT
work_gniikk56ozfrdkymnqceabofwe	96	2	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	96	3	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	96	4	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	96	5	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	96	6	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	96	7	never	never	RB
work_gniikk56ozfrdkymnqceabofwe	96	8	taken	take	VBN
work_gniikk56ozfrdkymnqceabofwe	96	9	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	96	10	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	96	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	96	12	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	96	13	example	example	NN
work_gniikk56ozfrdkymnqceabofwe	96	14	because	because	IN
work_gniikk56ozfrdkymnqceabofwe	96	15	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	96	16	enrolled	enrol	VBD
work_gniikk56ozfrdkymnqceabofwe	96	17	just	just	RB
work_gniikk56ozfrdkymnqceabofwe	96	18	out	out	IN
work_gniikk56ozfrdkymnqceabofwe	96	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	96	20	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	96	21	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	96	22	while	while	IN
work_gniikk56ozfrdkymnqceabofwe	96	23	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	96	24	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	96	25	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	96	26	job	job	NN
work_gniikk56ozfrdkymnqceabofwe	96	27	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	96	28	then	then	RB
work_gniikk56ozfrdkymnqceabofwe	96	29	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	96	30	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	96	31	,	,	,
work_gniikk56ozfrdkymnqceabofwe	96	32	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	96	33	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	96	34	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	96	35	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	96	36	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	96	37	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	96	38	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	96	39	never	never	RB
work_gniikk56ozfrdkymnqceabofwe	96	40	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	96	41	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	96	42	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	96	43	despite	despite	IN
work_gniikk56ozfrdkymnqceabofwe	96	44	attempting	attempt	VBG
work_gniikk56ozfrdkymnqceabofwe	96	45	.	.	.
work_gniikk56ozfrdkymnqceabofwe	97	1	Although	although	IN
work_gniikk56ozfrdkymnqceabofwe	97	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	97	3	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	97	4	already	already	RB
work_gniikk56ozfrdkymnqceabofwe	97	5	explained	explain	VBN
work_gniikk56ozfrdkymnqceabofwe	97	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	97	7	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	97	8	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	97	9	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	97	10	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	97	11	official	official	JJ
work_gniikk56ozfrdkymnqceabofwe	97	12	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	97	13	records	record	NNS
work_gniikk56ozfrdkymnqceabofwe	97	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	97	15	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	97	16	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	97	17	failed	fail	VBN
work_gniikk56ozfrdkymnqceabofwe	97	18	attempts	attempt	NNS
work_gniikk56ozfrdkymnqceabofwe	97	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	97	20	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	97	21	collected	collect	VBN
work_gniikk56ozfrdkymnqceabofwe	97	22	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	97	23	colleagues	colleague	NNS
work_gniikk56ozfrdkymnqceabofwe	97	24	teaching	teach	VBG
work_gniikk56ozfrdkymnqceabofwe	97	25	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	97	26	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	97	27	courses	course	NNS
work_gniikk56ozfrdkymnqceabofwe	97	28	suggest	suggest	VBP
work_gniikk56ozfrdkymnqceabofwe	97	29	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	97	30	about	about	RB
work_gniikk56ozfrdkymnqceabofwe	97	31	30	30	CD
work_gniikk56ozfrdkymnqceabofwe	97	32	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	97	33	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	97	34	50	50	CD
work_gniikk56ozfrdkymnqceabofwe	97	35	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	97	36	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	97	37	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	97	38	fail	fail	VBP
work_gniikk56ozfrdkymnqceabofwe	97	39	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	97	40	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	97	41	.	.	.
work_gniikk56ozfrdkymnqceabofwe	98	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	98	2	seems	seem	VBZ
work_gniikk56ozfrdkymnqceabofwe	98	3	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	98	4	suggest	suggest	VB
work_gniikk56ozfrdkymnqceabofwe	98	5	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	98	6	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	98	7	large	large	JJ
work_gniikk56ozfrdkymnqceabofwe	98	8	portion	portion	NN
work_gniikk56ozfrdkymnqceabofwe	98	9	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	98	10	“	"	``
work_gniikk56ozfrdkymnqceabofwe	98	11	non	non	NNP
work_gniikk56ozfrdkymnqceabofwe	98	12	participating	participating	NN
work_gniikk56ozfrdkymnqceabofwe	98	13	”	"	''
work_gniikk56ozfrdkymnqceabofwe	98	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	98	15	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	98	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	98	17	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	98	18	taking	take	VBG
work_gniikk56ozfrdkymnqceabofwe	98	19	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	98	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	98	21	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	98	22	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	98	23	actually	actually	RB
work_gniikk56ozfrdkymnqceabofwe	98	24	participating	participate	VBG
work_gniikk56ozfrdkymnqceabofwe	98	25	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	98	26	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	98	27	fail	fail	VB
work_gniikk56ozfrdkymnqceabofwe	98	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	99	1	An	an	DT
work_gniikk56ozfrdkymnqceabofwe	99	2	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	99	3	aspect	aspect	NN
work_gniikk56ozfrdkymnqceabofwe	99	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	99	5	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	99	6	study	study	NN
work_gniikk56ozfrdkymnqceabofwe	99	7	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	99	8	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	99	9	investigate	investigate	VB
work_gniikk56ozfrdkymnqceabofwe	99	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	99	11	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	99	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	99	13	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	99	14	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	99	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	99	16	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	99	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	99	18	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	99	19	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	99	20	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	99	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	99	22	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	99	23	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	99	24	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	99	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	100	1	Hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	100	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	100	3	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	100	4	consider	consider	VBP
work_gniikk56ozfrdkymnqceabofwe	100	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	100	6	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	100	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	100	8	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	100	9	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	100	10	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	100	11	indicator	indicator	NN
work_gniikk56ozfrdkymnqceabofwe	100	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	100	13	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	100	14	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	100	15	takes	take	VBZ
work_gniikk56ozfrdkymnqceabofwe	100	16	into	into	IN
work_gniikk56ozfrdkymnqceabofwe	100	17	account	account	NN
work_gniikk56ozfrdkymnqceabofwe	100	18	both	both	CC
work_gniikk56ozfrdkymnqceabofwe	100	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	100	20	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	100	21	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	100	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	100	23	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	100	24	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	100	25	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	100	26	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	100	27	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	100	28	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	100	29	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	100	30	series	series	NN
work_gniikk56ozfrdkymnqceabofwe	100	31	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	100	32	regressions	regression	NNS
work_gniikk56ozfrdkymnqceabofwe	100	33	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	100	34	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	100	35	present	present	VBP
work_gniikk56ozfrdkymnqceabofwe	100	36	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	100	37	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	100	38	next	next	JJ
work_gniikk56ozfrdkymnqceabofwe	100	39	section	section	NN
work_gniikk56ozfrdkymnqceabofwe	100	40	.	.	.
work_gniikk56ozfrdkymnqceabofwe	101	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	101	2	addition	addition	NN
work_gniikk56ozfrdkymnqceabofwe	101	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	101	4	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	101	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	101	6	sections	section	NNS
work_gniikk56ozfrdkymnqceabofwe	101	7	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	101	8	follow	follow	VBP
work_gniikk56ozfrdkymnqceabofwe	101	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	101	10	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	101	11	further	further	RB
work_gniikk56ozfrdkymnqceabofwe	101	12	investigate	investigate	VBP
work_gniikk56ozfrdkymnqceabofwe	101	13	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	101	14	issue	issue	NN
work_gniikk56ozfrdkymnqceabofwe	101	15	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	101	16	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	101	17	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	101	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	101	19	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	101	20	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	101	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	101	22	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	101	23	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	101	24	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	101	25	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	101	26	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	101	27	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	101	28	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	101	29	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	101	30	obtained	obtain	VBD
work_gniikk56ozfrdkymnqceabofwe	101	31	separately	separately	RB
work_gniikk56ozfrdkymnqceabofwe	101	32	,	,	,
work_gniikk56ozfrdkymnqceabofwe	101	33	plus	plus	CC
work_gniikk56ozfrdkymnqceabofwe	101	34	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	101	35	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	101	36	variables	variable	NNS
work_gniikk56ozfrdkymnqceabofwe	101	37	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	101	38	allow	allow	VBP
work_gniikk56ozfrdkymnqceabofwe	101	39	us	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	101	40	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	101	41	distinguish	distinguish	VB
work_gniikk56ozfrdkymnqceabofwe	101	42	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	101	43	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	101	44	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	101	45	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	101	46	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	101	47	due	due	JJ
work_gniikk56ozfrdkymnqceabofwe	101	48	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	101	49	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	101	50	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	101	51	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	101	52	.	.	.
work_gniikk56ozfrdkymnqceabofwe	102	1	Preliminary	preliminary	JJ
work_gniikk56ozfrdkymnqceabofwe	102	2	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	102	3	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	102	4	analysis	analysis	NN
work_gniikk56ozfrdkymnqceabofwe	102	5	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	102	6	run	run	VBP
work_gniikk56ozfrdkymnqceabofwe	102	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	102	8	probit	probit	NN
work_gniikk56ozfrdkymnqceabofwe	102	9	regression	regression	NN
work_gniikk56ozfrdkymnqceabofwe	102	10	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	102	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	102	12	participation	participation	NN
work_gniikk56ozfrdkymnqceabofwe	102	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	102	14	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	102	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	102	16	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	102	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	102	18	having	have	VBG
work_gniikk56ozfrdkymnqceabofwe	102	19	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	102	20	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	102	21	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	102	22	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	102	23	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	102	24	.	.	.
work_gniikk56ozfrdkymnqceabofwe	103	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	103	2	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	103	3	show	show	VBP
work_gniikk56ozfrdkymnqceabofwe	103	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	103	5	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	103	6	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	103	7	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	103	8	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	103	9	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	103	10	taken	take	VBN
work_gniikk56ozfrdkymnqceabofwe	103	11	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	103	12	dependent	dependent	JJ
work_gniikk56ozfrdkymnqceabofwe	103	13	upon	upon	IN
work_gniikk56ozfrdkymnqceabofwe	103	14	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	103	15	.	.	.
work_gniikk56ozfrdkymnqceabofwe	104	1	6	6	CD
work_gniikk56ozfrdkymnqceabofwe	104	2	Therefore	therefore	RB
work_gniikk56ozfrdkymnqceabofwe	104	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	104	4	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	104	5	OLS	OLS	NNP
work_gniikk56ozfrdkymnqceabofwe	104	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	104	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	104	8	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	104	9	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	104	10	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	104	11	taken	take	VBN
work_gniikk56ozfrdkymnqceabofwe	104	12	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	104	13	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	104	14	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	104	15	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	104	16	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	104	17	whom	whom	WP
work_gniikk56ozfrdkymnqceabofwe	104	18	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	104	19	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	104	20	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	104	21	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	104	22	gives	give	VBZ
work_gniikk56ozfrdkymnqceabofwe	104	23	downwards	downwards	RB
work_gniikk56ozfrdkymnqceabofwe	104	24	biased	bias	VBN
work_gniikk56ozfrdkymnqceabofwe	104	25	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	104	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	105	1	5	5	CD
work_gniikk56ozfrdkymnqceabofwe	105	2	About	about	IN
work_gniikk56ozfrdkymnqceabofwe	105	3	1000	1000	CD
work_gniikk56ozfrdkymnqceabofwe	105	4	euro	euro	NN
work_gniikk56ozfrdkymnqceabofwe	105	5	per	per	IN
work_gniikk56ozfrdkymnqceabofwe	105	6	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	105	7	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	105	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	105	9	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	105	10	under	under	IN
work_gniikk56ozfrdkymnqceabofwe	105	11	consideration	consideration	NN
work_gniikk56ozfrdkymnqceabofwe	105	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	105	13	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	105	14	similar	similar	JJ
work_gniikk56ozfrdkymnqceabofwe	105	15	levels	level	NNS
work_gniikk56ozfrdkymnqceabofwe	105	16	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	105	17	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	105	18	Italian	italian	JJ
work_gniikk56ozfrdkymnqceabofwe	105	19	public	public	JJ
work_gniikk56ozfrdkymnqceabofwe	105	20	universities	university	NNS
work_gniikk56ozfrdkymnqceabofwe	105	21	as	as	RB
work_gniikk56ozfrdkymnqceabofwe	105	22	well	well	RB
work_gniikk56ozfrdkymnqceabofwe	105	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	106	1	7	7	CD
work_gniikk56ozfrdkymnqceabofwe	106	2	Also	also	RB
work_gniikk56ozfrdkymnqceabofwe	106	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	106	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	106	5	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	106	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	106	7	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	106	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	106	9	as	as	RB
work_gniikk56ozfrdkymnqceabofwe	106	10	well	well	RB
work_gniikk56ozfrdkymnqceabofwe	106	11	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	106	12	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	106	13	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	106	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	106	15	performace	performace	NN
work_gniikk56ozfrdkymnqceabofwe	106	16	described	describe	VBN
work_gniikk56ozfrdkymnqceabofwe	106	17	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	106	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	106	19	next	next	JJ
work_gniikk56ozfrdkymnqceabofwe	106	20	Section	section	NN
work_gniikk56ozfrdkymnqceabofwe	106	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	106	22	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	106	23	censored	censor	VBN
work_gniikk56ozfrdkymnqceabofwe	106	24	variables	variable	NNS
work_gniikk56ozfrdkymnqceabofwe	106	25	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	106	26	observations	observation	NNS
work_gniikk56ozfrdkymnqceabofwe	106	27	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	106	28	clustered	cluster	VBN
work_gniikk56ozfrdkymnqceabofwe	106	29	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	106	30	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	106	31	lower	low	JJR
work_gniikk56ozfrdkymnqceabofwe	106	32	threshold	threshold	NN
work_gniikk56ozfrdkymnqceabofwe	106	33	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	106	34	zero	zero	CD
work_gniikk56ozfrdkymnqceabofwe	106	35	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	106	36	eighteen	eighteen	CD
work_gniikk56ozfrdkymnqceabofwe	106	37	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	106	38	since	since	IN
work_gniikk56ozfrdkymnqceabofwe	106	39	no	no	DT
work_gniikk56ozfrdkymnqceabofwe	106	40	mark	mark	NN
work_gniikk56ozfrdkymnqceabofwe	106	41	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	106	42	ever	ever	RB
work_gniikk56ozfrdkymnqceabofwe	106	43	recorded	record	VBN
work_gniikk56ozfrdkymnqceabofwe	106	44	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	106	45	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	106	46	pass	pass	NN
work_gniikk56ozfrdkymnqceabofwe	106	47	mark	mark	NN
work_gniikk56ozfrdkymnqceabofwe	106	48	.	.	.
work_gniikk56ozfrdkymnqceabofwe	107	1	Since	since	IN
work_gniikk56ozfrdkymnqceabofwe	107	2	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	107	3	principle	principle	JJ
work_gniikk56ozfrdkymnqceabofwe	107	4	marks	mark	NNS
work_gniikk56ozfrdkymnqceabofwe	107	5	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	107	6	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	107	7	on	on	RP
work_gniikk56ozfrdkymnqceabofwe	107	8	values	value	NNS
work_gniikk56ozfrdkymnqceabofwe	107	9	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	107	10	eighteen	eighteen	CD
work_gniikk56ozfrdkymnqceabofwe	107	11	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	107	12	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	107	13	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	107	14	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	107	15	observe	observe	VB
work_gniikk56ozfrdkymnqceabofwe	107	16	them	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	107	17	because	because	IN
work_gniikk56ozfrdkymnqceabofwe	107	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	107	19	censoring	censoring	NN
work_gniikk56ozfrdkymnqceabofwe	107	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	107	21	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	107	22	employ	employ	VBP
work_gniikk56ozfrdkymnqceabofwe	107	23	Tobit	tobit	NN
work_gniikk56ozfrdkymnqceabofwe	107	24	estimates	estimate	NNS
work_gniikk56ozfrdkymnqceabofwe	107	25	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	107	26	all	all	DT
work_gniikk56ozfrdkymnqceabofwe	107	27	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	107	28	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	107	29	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	107	30	sample	sample	NN
work_gniikk56ozfrdkymnqceabofwe	107	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	108	1	III.1	III.1	NNP
work_gniikk56ozfrdkymnqceabofwe	108	2	Evidence	Evidence	NNP
work_gniikk56ozfrdkymnqceabofwe	108	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	108	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	108	5	“	"	``
work_gniikk56ozfrdkymnqceabofwe	108	6	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	108	7	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	108	8	”	"	''
work_gniikk56ozfrdkymnqceabofwe	108	9	As	as	IN
work_gniikk56ozfrdkymnqceabofwe	108	10	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	108	11	primary	primary	JJ
work_gniikk56ozfrdkymnqceabofwe	108	12	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	108	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	108	14	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	108	15	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	108	16	use	use	VBP
work_gniikk56ozfrdkymnqceabofwe	108	17	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	108	18	composite	composite	JJ
work_gniikk56ozfrdkymnqceabofwe	108	19	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	108	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	108	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	108	22	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	108	23	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	108	24	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	108	25	times	time	NNS
work_gniikk56ozfrdkymnqceabofwe	108	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	108	27	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	108	28	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	108	29	,	,	,
work_gniikk56ozfrdkymnqceabofwe	108	30	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	108	31	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	108	32	equivalent	equivalent	JJ
work_gniikk56ozfrdkymnqceabofwe	108	33	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	108	34	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	108	35	cumulative	cumulative	JJ
work_gniikk56ozfrdkymnqceabofwe	108	36	sum	sum	NN
work_gniikk56ozfrdkymnqceabofwe	108	37	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	108	38	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	108	39	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	108	40	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	108	41	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	108	42	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	108	43	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	108	44	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	108	45	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	108	46	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	108	47	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	108	48	Checchi	Checchi	NNP
work_gniikk56ozfrdkymnqceabofwe	108	49	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	108	50	Pravettoni	Pravettoni	NNP
work_gniikk56ozfrdkymnqceabofwe	108	51	,	,	,
work_gniikk56ozfrdkymnqceabofwe	108	52	2003	2003	CD
work_gniikk56ozfrdkymnqceabofwe	108	53	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	108	54	:	:	:
work_gniikk56ozfrdkymnqceabofwe	108	55	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	108	56	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	108	57	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	108	58	,	,	,
work_gniikk56ozfrdkymnqceabofwe	108	59	n	n	CC
work_gniikk56ozfrdkymnqceabofwe	108	60	n	n	CC
work_gniikk56ozfrdkymnqceabofwe	108	61	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	108	62	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	108	63	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	108	64	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	108	65	ij	ij	VBP
work_gniikk56ozfrdkymnqceabofwe	108	66	ij	ij	NNP
work_gniikk56ozfrdkymnqceabofwe	108	67	j	j	NNP
work_gniikk56ozfrdkymnqceabofwe	108	68	ji	ji	NNP
work_gniikk56ozfrdkymnqceabofwe	108	69	perf	perf	NNP
work_gniikk56ozfrdkymnqceabofwe	108	70	n	n	NNP
work_gniikk56ozfrdkymnqceabofwe	108	71	g	g	NN
work_gniikk56ozfrdkymnqceabofwe	108	72	n	n	NN
work_gniikk56ozfrdkymnqceabofwe	108	73	g	g	NNP
work_gniikk56ozfrdkymnqceabofwe	108	74	g	g	NN
work_gniikk56ozfrdkymnqceabofwe	108	75	n	n	NN
work_gniikk56ozfrdkymnqceabofwe	108	76	?	?	.
work_gniikk56ozfrdkymnqceabofwe	109	1	?	?	.
work_gniikk56ozfrdkymnqceabofwe	110	1	Ã	ã	VB
work_gniikk56ozfrdkymnqceabofwe	110	2	Ô	Ô	NNP
work_gniikk56ozfrdkymnqceabofwe	110	3	?	?	.
work_gniikk56ozfrdkymnqceabofwe	111	1	©	©	LS
work_gniikk56ozfrdkymnqceabofwe	111	2	?	?	.
work_gniikk56ozfrdkymnqceabofwe	112	1	©	©	NNP
work_gniikk56ozfrdkymnqceabofwe	112	2	©	©	NNP
work_gniikk56ozfrdkymnqceabofwe	112	3	?	?	.
work_gniikk56ozfrdkymnqceabofwe	112	4	Ä	ä	NN
work_gniikk56ozfrdkymnqceabofwe	112	5	Õ	õ	NN
work_gniikk56ozfrdkymnqceabofwe	112	6	Å	å	NN
work_gniikk56ozfrdkymnqceabofwe	112	7	Ö	ö	NN
work_gniikk56ozfrdkymnqceabofwe	112	8	Â	Â	NNP
work_gniikk56ozfrdkymnqceabofwe	112	9	Â	â	NN
work_gniikk56ozfrdkymnqceabofwe	112	10	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	112	11	ni	ni	NNP
work_gniikk56ozfrdkymnqceabofwe	112	12	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	112	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	112	14	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	112	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	112	16	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	112	17	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	112	18	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	112	19	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	112	20	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	112	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	112	22	ig	ig	NNP
work_gniikk56ozfrdkymnqceabofwe	112	23	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	112	24	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	112	25	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	112	26	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	112	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	112	28	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	112	29	gij	gij	NNP
work_gniikk56ozfrdkymnqceabofwe	112	30	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	112	31	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	112	32	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	112	33	obtained	obtain	VBN
work_gniikk56ozfrdkymnqceabofwe	112	34	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	112	35	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	112	36	j	j	NNP
work_gniikk56ozfrdkymnqceabofwe	112	37	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	112	38	th	th	NNP
work_gniikk56ozfrdkymnqceabofwe	112	39	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	112	40	.	.	.
work_gniikk56ozfrdkymnqceabofwe	113	1	Notice	notice	VB
work_gniikk56ozfrdkymnqceabofwe	113	2	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	113	3	Italian	italian	JJ
work_gniikk56ozfrdkymnqceabofwe	113	4	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	113	5	need	need	VBP
work_gniikk56ozfrdkymnqceabofwe	113	6	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	113	7	pass	pass	VB
work_gniikk56ozfrdkymnqceabofwe	113	8	successfully	successfully	RB
work_gniikk56ozfrdkymnqceabofwe	113	9	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	113	10	given	give	VBN
work_gniikk56ozfrdkymnqceabofwe	113	11	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	113	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	113	13	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	113	14	before	before	IN
work_gniikk56ozfrdkymnqceabofwe	113	15	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	113	16	awarded	award	VBN
work_gniikk56ozfrdkymnqceabofwe	113	17	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	113	18	Laurea	Laurea	NNP
work_gniikk56ozfrdkymnqceabofwe	113	19	.	.	.
work_gniikk56ozfrdkymnqceabofwe	114	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	114	2	final	final	JJ
work_gniikk56ozfrdkymnqceabofwe	114	3	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	114	4	however	however	RB
work_gniikk56ozfrdkymnqceabofwe	114	5	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	114	6	proportional	proportional	JJ
work_gniikk56ozfrdkymnqceabofwe	114	7	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	114	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	114	9	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	114	10	obtained	obtain	VBN
work_gniikk56ozfrdkymnqceabofwe	114	11	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	114	12	all	all	PDT
work_gniikk56ozfrdkymnqceabofwe	114	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	114	14	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	114	15	during	during	IN
work_gniikk56ozfrdkymnqceabofwe	114	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	114	17	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	114	18	career	career	NN
work_gniikk56ozfrdkymnqceabofwe	114	19	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	114	20	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	114	21	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	114	22	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	114	23	trying	try	VBG
work_gniikk56ozfrdkymnqceabofwe	114	24	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	114	25	finish	finish	VB
work_gniikk56ozfrdkymnqceabofwe	114	26	her	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	114	27	studies	study	NNS
work_gniikk56ozfrdkymnqceabofwe	114	28	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	114	29	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	114	30	shorter	short	JJR
work_gniikk56ozfrdkymnqceabofwe	114	31	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	114	32	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	114	33	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	114	34	able	able	JJ
work_gniikk56ozfrdkymnqceabofwe	114	35	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	114	36	do	do	VB
work_gniikk56ozfrdkymnqceabofwe	114	37	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	114	38	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	114	39	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	114	40	expense	expense	NN
work_gniikk56ozfrdkymnqceabofwe	114	41	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	114	42	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	114	43	lower	low	JJR
work_gniikk56ozfrdkymnqceabofwe	114	44	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	114	45	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	114	46	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	114	47	final	final	JJ
work_gniikk56ozfrdkymnqceabofwe	114	48	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	114	49	.	.	.
work_gniikk56ozfrdkymnqceabofwe	115	1	Since	since	IN
work_gniikk56ozfrdkymnqceabofwe	115	2	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	115	3	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	115	4	considering	consider	VBG
work_gniikk56ozfrdkymnqceabofwe	115	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	115	6	records	record	NNS
work_gniikk56ozfrdkymnqceabofwe	115	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	115	8	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	115	9	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	115	10	taken	take	VBN
work_gniikk56ozfrdkymnqceabofwe	115	11	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	115	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	115	13	end	end	NN
work_gniikk56ozfrdkymnqceabofwe	115	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	115	15	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	115	16	third	third	JJ
work_gniikk56ozfrdkymnqceabofwe	115	17	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	115	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	115	19	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	115	20	composite	composite	JJ
work_gniikk56ozfrdkymnqceabofwe	115	21	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	115	22	takes	take	VBZ
work_gniikk56ozfrdkymnqceabofwe	115	23	into	into	IN
work_gniikk56ozfrdkymnqceabofwe	115	24	account	account	NN
work_gniikk56ozfrdkymnqceabofwe	115	25	both	both	PDT
work_gniikk56ozfrdkymnqceabofwe	115	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	115	27	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	115	28	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	115	29	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	115	30	fast	fast	RB
work_gniikk56ozfrdkymnqceabofwe	115	31	,	,	,
work_gniikk56ozfrdkymnqceabofwe	115	32	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	115	33	,	,	,
work_gniikk56ozfrdkymnqceabofwe	115	34	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	115	35	do	do	VB
work_gniikk56ozfrdkymnqceabofwe	115	36	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	115	37	greater	great	JJR
work_gniikk56ozfrdkymnqceabofwe	115	38	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	115	39	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	115	40	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	115	41	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	115	42	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	115	43	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	115	44	finish	finish	VB
work_gniikk56ozfrdkymnqceabofwe	115	45	earlier	early	RBR
work_gniikk56ozfrdkymnqceabofwe	115	46	,	,	,
work_gniikk56ozfrdkymnqceabofwe	115	47	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	115	48	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	115	49	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	115	50	good	good	JJ
work_gniikk56ozfrdkymnqceabofwe	115	51	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	115	52	.	.	.
work_gniikk56ozfrdkymnqceabofwe	116	1	At	at	IN
work_gniikk56ozfrdkymnqceabofwe	116	2	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	116	3	stage	stage	NN
work_gniikk56ozfrdkymnqceabofwe	116	4	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	116	5	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	116	6	interested	interested	JJ
work_gniikk56ozfrdkymnqceabofwe	116	7	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	116	8	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	116	9	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	116	10	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	116	11	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	116	12	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	116	13	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	116	14	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	116	15	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	116	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	116	17	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	116	18	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	116	19	estimate	estimate	VBP
work_gniikk56ozfrdkymnqceabofwe	116	20	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	116	21	following	follow	VBG
work_gniikk56ozfrdkymnqceabofwe	116	22	:	:	:
work_gniikk56ozfrdkymnqceabofwe	116	23	log	log	NNP
work_gniikk56ozfrdkymnqceabofwe	116	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	116	25	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	116	26	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	116	27	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	116	28	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	116	29	perf	perf	VBP
work_gniikk56ozfrdkymnqceabofwe	116	30	X	X	NNP
work_gniikk56ozfrdkymnqceabofwe	116	31	bd	bd	NN
work_gniikk56ozfrdkymnqceabofwe	116	32	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	116	33	g	g	XX
work_gniikk56ozfrdkymnqceabofwe	116	34	?	?	.
work_gniikk56ozfrdkymnqceabofwe	117	1	-	-	:
work_gniikk56ozfrdkymnqceabofwe	117	2	-	-	:
work_gniikk56ozfrdkymnqceabofwe	117	3	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	117	4	Xi	Xi	NNP
work_gniikk56ozfrdkymnqceabofwe	117	5	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	117	6	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	117	7	vector	vector	NN
work_gniikk56ozfrdkymnqceabofwe	117	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	117	9	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	117	10	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	117	11	’s	’s	VBP
work_gniikk56ozfrdkymnqceabofwe	117	12	characteristics	characteristic	NNS
work_gniikk56ozfrdkymnqceabofwe	117	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	117	14	bi	bi	NNP
work_gniikk56ozfrdkymnqceabofwe	117	15	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	117	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	117	17	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	117	18	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	117	19	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	117	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	117	21	physical	physical	NNP
work_gniikk56ozfrdkymnqceabofwe	117	22	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	117	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	118	1	As	as	IN
work_gniikk56ozfrdkymnqceabofwe	118	2	explained	explain	VBN
work_gniikk56ozfrdkymnqceabofwe	118	3	before	before	RB
work_gniikk56ozfrdkymnqceabofwe	118	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	118	5	since	since	IN
work_gniikk56ozfrdkymnqceabofwe	118	6	all	all	DT
work_gniikk56ozfrdkymnqceabofwe	118	7	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	118	8	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	118	9	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	118	10	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	118	11	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	118	12	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	118	13	times	time	NNS
work_gniikk56ozfrdkymnqceabofwe	118	14	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	118	15	lowest	low	JJS
work_gniikk56ozfrdkymnqceabofwe	118	16	recorded	recorded	JJ
work_gniikk56ozfrdkymnqceabofwe	118	17	mark	mark	NN
work_gniikk56ozfrdkymnqceabofwe	118	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	118	19	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	118	20	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	118	21	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	118	22	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	118	23	registered	register	VBN
work_gniikk56ozfrdkymnqceabofwe	118	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	118	25	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	118	26	need	need	VBP
work_gniikk56ozfrdkymnqceabofwe	118	27	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	118	28	employ	employ	VB
work_gniikk56ozfrdkymnqceabofwe	118	29	Tobit	Tobit	NNP
work_gniikk56ozfrdkymnqceabofwe	118	30	estimation	estimation	NN
work_gniikk56ozfrdkymnqceabofwe	118	31	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	118	32	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	118	33	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	118	34	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	118	35	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	118	36	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	118	37	set	set	NN
work_gniikk56ozfrdkymnqceabofwe	118	38	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	118	39	characteristics	characteristic	NNS
work_gniikk56ozfrdkymnqceabofwe	118	40	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	118	41	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	118	42	truncation	truncation	NN
work_gniikk56ozfrdkymnqceabofwe	118	43	into	into	IN
work_gniikk56ozfrdkymnqceabofwe	118	44	account	account	NN
work_gniikk56ozfrdkymnqceabofwe	118	45	.	.	.
work_gniikk56ozfrdkymnqceabofwe	119	1	According	accord	VBG
work_gniikk56ozfrdkymnqceabofwe	119	2	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	119	3	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	119	4	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	119	5	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	119	6	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	119	7	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	119	8	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	119	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	119	10	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	119	11	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	119	12	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	119	13	perform	perform	VBP
work_gniikk56ozfrdkymnqceabofwe	119	14	better	well	RBR
work_gniikk56ozfrdkymnqceabofwe	119	15	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	119	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	119	17	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	119	18	:	:	:
work_gniikk56ozfrdkymnqceabofwe	119	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	119	20	coefficient	coefficient	NN
work_gniikk56ozfrdkymnqceabofwe	119	21	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	119	22	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	119	23	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	119	24	highly	highly	RB
work_gniikk56ozfrdkymnqceabofwe	119	25	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	119	26	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	119	27	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	119	28	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	119	29	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	119	30	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	119	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	120	1	Moving	move	VBG
work_gniikk56ozfrdkymnqceabofwe	120	2	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	120	3	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	120	4	standard	standard	JJ
work_gniikk56ozfrdkymnqceabofwe	120	5	6	6	CD
work_gniikk56ozfrdkymnqceabofwe	120	6	Estimates	estimate	NNS
work_gniikk56ozfrdkymnqceabofwe	120	7	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	120	8	available	available	JJ
work_gniikk56ozfrdkymnqceabofwe	120	9	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	120	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	120	11	authors	author	NNS
work_gniikk56ozfrdkymnqceabofwe	120	12	upon	upon	IN
work_gniikk56ozfrdkymnqceabofwe	120	13	request	request	NN
work_gniikk56ozfrdkymnqceabofwe	120	14	.	.	.
work_gniikk56ozfrdkymnqceabofwe	121	1	8	8	CD
work_gniikk56ozfrdkymnqceabofwe	121	2	deviation	deviation	NN
work_gniikk56ozfrdkymnqceabofwe	121	3	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	121	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	121	5	mean	mean	NN
work_gniikk56ozfrdkymnqceabofwe	121	6	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	121	7	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	121	8	standard	standard	JJ
work_gniikk56ozfrdkymnqceabofwe	121	9	deviation	deviation	NN
work_gniikk56ozfrdkymnqceabofwe	121	10	above	above	IN
work_gniikk56ozfrdkymnqceabofwe	121	11	leads	lead	VBZ
work_gniikk56ozfrdkymnqceabofwe	121	12	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	121	13	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	121	14	increase	increase	NN
work_gniikk56ozfrdkymnqceabofwe	121	15	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	121	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	121	17	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	121	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	121	19	about	about	RB
work_gniikk56ozfrdkymnqceabofwe	121	20	38	38	CD
work_gniikk56ozfrdkymnqceabofwe	121	21	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	121	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	122	1	Hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	122	2	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	122	3	appears	appear	VBZ
work_gniikk56ozfrdkymnqceabofwe	122	4	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	122	5	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	122	6	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	122	7	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	122	8	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	122	9	–	–	:
work_gniikk56ozfrdkymnqceabofwe	122	10	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	122	11	already	already	RB
work_gniikk56ozfrdkymnqceabofwe	122	12	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	122	13	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	122	14	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	122	15	markets	market	NNS
work_gniikk56ozfrdkymnqceabofwe	122	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	122	17	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	122	18	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	122	19	affects	affect	VBZ
work_gniikk56ozfrdkymnqceabofwe	122	20	wages	wage	NNS
work_gniikk56ozfrdkymnqceabofwe	122	21	–	–	:
work_gniikk56ozfrdkymnqceabofwe	122	22	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	122	23	affect	affect	VB
work_gniikk56ozfrdkymnqceabofwe	122	24	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	122	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	123	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	123	2	addition	addition	NN
work_gniikk56ozfrdkymnqceabofwe	123	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	123	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	123	5	magnitude	magnitude	NN
work_gniikk56ozfrdkymnqceabofwe	123	6	seems	seem	VBZ
work_gniikk56ozfrdkymnqceabofwe	123	7	comparable	comparable	JJ
work_gniikk56ozfrdkymnqceabofwe	123	8	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	123	9	what	what	WP
work_gniikk56ozfrdkymnqceabofwe	123	10	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	123	11	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	123	12	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	123	13	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	123	14	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	123	15	studies	study	NNS
work_gniikk56ozfrdkymnqceabofwe	123	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	124	1	For	for	IN
work_gniikk56ozfrdkymnqceabofwe	124	2	instance	instance	NN
work_gniikk56ozfrdkymnqceabofwe	124	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	124	4	H&B	H&B	NNP
work_gniikk56ozfrdkymnqceabofwe	124	5	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	124	6	1994	1994	CD
work_gniikk56ozfrdkymnqceabofwe	124	7	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	124	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	124	9	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	124	10	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	124	11	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	124	12	North	North	NNP
work_gniikk56ozfrdkymnqceabofwe	124	13	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	124	14	America	America	NNP
work_gniikk56ozfrdkymnqceabofwe	124	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	124	16	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	124	17	pay	pay	NN
work_gniikk56ozfrdkymnqceabofwe	124	18	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	124	19	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	124	20	above	above	IN
work_gniikk56ozfrdkymnqceabofwe	124	21	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	124	22	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	124	23	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	124	24	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	124	25	about	about	RB
work_gniikk56ozfrdkymnqceabofwe	124	26	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	124	27	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	124	28	13	13	CD
work_gniikk56ozfrdkymnqceabofwe	124	29	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	124	30	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	124	31	pay	pay	VB
work_gniikk56ozfrdkymnqceabofwe	124	32	penalties	penalty	NNS
work_gniikk56ozfrdkymnqceabofwe	124	33	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	124	34	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	124	35	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	124	36	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	124	37	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	124	38	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	124	39	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	124	40	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	124	41	15	15	CD
work_gniikk56ozfrdkymnqceabofwe	124	42	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	124	43	,	,	,
work_gniikk56ozfrdkymnqceabofwe	124	44	according	accord	VBG
work_gniikk56ozfrdkymnqceabofwe	124	45	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	124	46	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	124	47	available	available	JJ
work_gniikk56ozfrdkymnqceabofwe	124	48	dataset	dataset	NN
work_gniikk56ozfrdkymnqceabofwe	124	49	.	.	.
work_gniikk56ozfrdkymnqceabofwe	125	1	Harper	Harper	NNP
work_gniikk56ozfrdkymnqceabofwe	125	2	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	125	3	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	125	4	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	125	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	125	6	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	125	7	UK	UK	NNP
work_gniikk56ozfrdkymnqceabofwe	125	8	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	125	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	125	10	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	125	11	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	125	12	pay	pay	NN
work_gniikk56ozfrdkymnqceabofwe	125	13	penalty	penalty	NN
work_gniikk56ozfrdkymnqceabofwe	125	14	ranging	range	VBG
work_gniikk56ozfrdkymnqceabofwe	125	15	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	125	16	4	4	CD
work_gniikk56ozfrdkymnqceabofwe	125	17	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	125	18	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	125	19	14.9	14.9	CD
work_gniikk56ozfrdkymnqceabofwe	125	20	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	125	21	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	125	22	unattractive	unattractive	JJ
work_gniikk56ozfrdkymnqceabofwe	125	23	men	man	NNS
work_gniikk56ozfrdkymnqceabofwe	125	24	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	125	25	around	around	IN
work_gniikk56ozfrdkymnqceabofwe	125	26	10.9	10.9	CD
work_gniikk56ozfrdkymnqceabofwe	125	27	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	125	28	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	125	29	unattractive	unattractive	JJ
work_gniikk56ozfrdkymnqceabofwe	125	30	women	woman	NNS
work_gniikk56ozfrdkymnqceabofwe	125	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	126	1	[	[	-LRB-
work_gniikk56ozfrdkymnqceabofwe	126	2	Insert	Insert	NNP
work_gniikk56ozfrdkymnqceabofwe	126	3	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	126	4	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	126	5	about	about	IN
work_gniikk56ozfrdkymnqceabofwe	126	6	here	here	RB
work_gniikk56ozfrdkymnqceabofwe	126	7	]	]	-RRB-
work_gniikk56ozfrdkymnqceabofwe	126	8	Before	before	IN
work_gniikk56ozfrdkymnqceabofwe	126	9	testing	test	VBG
work_gniikk56ozfrdkymnqceabofwe	126	10	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	126	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	126	12	robustness	robustness	NN
work_gniikk56ozfrdkymnqceabofwe	126	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	126	14	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	126	15	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	126	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	126	17	however	however	RB
work_gniikk56ozfrdkymnqceabofwe	126	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	126	19	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	126	20	look	look	VBP
work_gniikk56ozfrdkymnqceabofwe	126	21	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	126	22	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	126	23	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	126	24	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	126	25	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	126	26	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	126	27	characteristics	characteristic	NNS
work_gniikk56ozfrdkymnqceabofwe	126	28	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	126	29	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	126	30	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	126	31	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	126	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	127	1	Being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	127	2	just	just	RB
work_gniikk56ozfrdkymnqceabofwe	127	3	out	out	IN
work_gniikk56ozfrdkymnqceabofwe	127	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	127	5	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	127	6	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	127	7	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	127	8	year_82	year_82	NFP
work_gniikk56ozfrdkymnqceabofwe	127	9	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	127	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	127	11	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	127	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	127	13	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	127	14	hand	hand	NN
work_gniikk56ozfrdkymnqceabofwe	127	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	127	16	increases	increase	VBZ
work_gniikk56ozfrdkymnqceabofwe	127	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	127	18	probability	probability	NN
work_gniikk56ozfrdkymnqceabofwe	127	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	127	20	doing	do	VBG
work_gniikk56ozfrdkymnqceabofwe	127	21	better	well	RBR
work_gniikk56ozfrdkymnqceabofwe	127	22	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	127	23	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	127	24	.	.	.
work_gniikk56ozfrdkymnqceabofwe	128	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	128	2	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	128	3	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	128	4	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	128	5	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	128	6	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	128	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	128	8	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	128	9	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	128	10	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	128	11	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	128	12	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	128	13	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	128	14	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	128	15	sense	sense	NN
work_gniikk56ozfrdkymnqceabofwe	128	16	just	just	RB
work_gniikk56ozfrdkymnqceabofwe	128	17	“	"	``
work_gniikk56ozfrdkymnqceabofwe	128	18	minted	mint	VBN
work_gniikk56ozfrdkymnqceabofwe	128	19	”	"	''
work_gniikk56ozfrdkymnqceabofwe	128	20	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	128	21	fresh	fresh	JJ
work_gniikk56ozfrdkymnqceabofwe	128	22	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	128	23	studies	study	NNS
work_gniikk56ozfrdkymnqceabofwe	128	24	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	128	25	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	128	26	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	128	27	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	128	28	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	128	29	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	128	30	easier	easy	JJR
work_gniikk56ozfrdkymnqceabofwe	128	31	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	128	32	pass	pass	VB
work_gniikk56ozfrdkymnqceabofwe	128	33	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	128	34	.	.	.
work_gniikk56ozfrdkymnqceabofwe	129	1	Alternatively	alternatively	RB
work_gniikk56ozfrdkymnqceabofwe	129	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	129	3	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	129	4	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	129	5	likely	likely	JJ
work_gniikk56ozfrdkymnqceabofwe	129	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	129	7	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	129	8	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	129	9	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	129	10	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	129	11	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	129	12	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	129	13	participate	participate	VB
work_gniikk56ozfrdkymnqceabofwe	129	14	yet	yet	RB
work_gniikk56ozfrdkymnqceabofwe	129	15	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	129	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	129	17	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	129	18	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	129	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	129	20	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	129	21	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	129	22	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	129	23	opportunity	opportunity	NN
work_gniikk56ozfrdkymnqceabofwe	129	24	cost	cost	NN
work_gniikk56ozfrdkymnqceabofwe	129	25	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	129	26	studying	study	VBG
work_gniikk56ozfrdkymnqceabofwe	129	27	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	129	28	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	129	29	lower	low	JJR
work_gniikk56ozfrdkymnqceabofwe	129	30	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	129	31	part	part	JJ
work_gniikk56ozfrdkymnqceabofwe	129	32	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	129	33	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	129	34	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	129	35	,	,	,
work_gniikk56ozfrdkymnqceabofwe	129	36	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	129	37	,	,	,
work_gniikk56ozfrdkymnqceabofwe	129	38	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	129	39	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	129	40	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	129	41	already	already	RB
work_gniikk56ozfrdkymnqceabofwe	129	42	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	129	43	job	job	NN
work_gniikk56ozfrdkymnqceabofwe	129	44	.	.	.
work_gniikk56ozfrdkymnqceabofwe	130	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	130	2	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	130	3	words	word	NNS
work_gniikk56ozfrdkymnqceabofwe	130	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	130	5	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	130	6	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	130	7	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	130	8	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	130	9	acquired	acquire	VBN
work_gniikk56ozfrdkymnqceabofwe	130	10	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	130	11	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	130	12	yet	yet	RB
work_gniikk56ozfrdkymnqceabofwe	130	13	forgotten	forget	VBN
work_gniikk56ozfrdkymnqceabofwe	130	14	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	130	15	right	right	JJ
work_gniikk56ozfrdkymnqceabofwe	130	16	skills	skill	NNS
work_gniikk56ozfrdkymnqceabofwe	130	17	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	130	18	succeed	succeed	VB
work_gniikk56ozfrdkymnqceabofwe	130	19	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	130	20	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	130	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	130	22	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	130	23	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	130	24	likely	likely	JJ
work_gniikk56ozfrdkymnqceabofwe	130	25	,	,	,
work_gniikk56ozfrdkymnqceabofwe	130	26	fresh	fresh	JJ
work_gniikk56ozfrdkymnqceabofwe	130	27	graduates	graduate	NNS
work_gniikk56ozfrdkymnqceabofwe	130	28	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	130	29	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	130	30	fewer	few	JJR
work_gniikk56ozfrdkymnqceabofwe	130	31	occupation	occupation	NN
work_gniikk56ozfrdkymnqceabofwe	130	32	opportunities	opportunity	NNS
work_gniikk56ozfrdkymnqceabofwe	130	33	7	7	CD
work_gniikk56ozfrdkymnqceabofwe	130	34	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	130	35	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	130	36	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	130	37	happen	happen	VB
work_gniikk56ozfrdkymnqceabofwe	130	38	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	130	39	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	130	40	full	full	JJ
work_gniikk56ozfrdkymnqceabofwe	130	41	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	130	42	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	130	43	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	130	44	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	130	45	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	130	46	less	less	RBR
work_gniikk56ozfrdkymnqceabofwe	130	47	distracted	distract	VBN
work_gniikk56ozfrdkymnqceabofwe	130	48	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	130	49	work	work	NN
work_gniikk56ozfrdkymnqceabofwe	130	50	duties	duty	NNS
work_gniikk56ozfrdkymnqceabofwe	130	51	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	130	52	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	130	53	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	130	54	career	career	NN
work_gniikk56ozfrdkymnqceabofwe	130	55	.	.	.
work_gniikk56ozfrdkymnqceabofwe	131	1	A	a	DT
work_gniikk56ozfrdkymnqceabofwe	131	2	similar	similar	JJ
work_gniikk56ozfrdkymnqceabofwe	131	3	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	131	4	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	131	5	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	131	6	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	131	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	131	8	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	131	9	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	131	10	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	131	11	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	131	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	131	13	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	131	14	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	131	15	enrolled	enrol	VBN
work_gniikk56ozfrdkymnqceabofwe	131	16	before	before	IN
work_gniikk56ozfrdkymnqceabofwe	131	17	going	go	VBG
work_gniikk56ozfrdkymnqceabofwe	131	18	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	131	19	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	131	20	.	.	.
work_gniikk56ozfrdkymnqceabofwe	132	1	It	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	132	2	appears	appear	VBZ
work_gniikk56ozfrdkymnqceabofwe	132	3	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	132	4	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	132	5	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	132	6	attended	attend	VBD
work_gniikk56ozfrdkymnqceabofwe	132	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	132	8	“	"	``
work_gniikk56ozfrdkymnqceabofwe	132	9	liceo	liceo	NN
work_gniikk56ozfrdkymnqceabofwe	132	10	”	"	''
work_gniikk56ozfrdkymnqceabofwe	132	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	132	12	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	132	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	132	14	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	132	15	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	132	16	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	132	17	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	132	18	gives	give	VBZ
work_gniikk56ozfrdkymnqceabofwe	132	19	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	132	20	general	general	JJ
work_gniikk56ozfrdkymnqceabofwe	132	21	purpose	purpose	NN
work_gniikk56ozfrdkymnqceabofwe	132	22	education	education	NN
work_gniikk56ozfrdkymnqceabofwe	132	23	,	,	,
work_gniikk56ozfrdkymnqceabofwe	132	24	either	either	CC
work_gniikk56ozfrdkymnqceabofwe	132	25	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	132	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	132	27	humanities	humanity	NNS
work_gniikk56ozfrdkymnqceabofwe	132	28	,	,	,
work_gniikk56ozfrdkymnqceabofwe	132	29	sciences	science	NNS
work_gniikk56ozfrdkymnqceabofwe	132	30	,	,	,
work_gniikk56ozfrdkymnqceabofwe	132	31	liberal	liberal	JJ
work_gniikk56ozfrdkymnqceabofwe	132	32	arts	art	NNS
work_gniikk56ozfrdkymnqceabofwe	132	33	,	,	,
work_gniikk56ozfrdkymnqceabofwe	132	34	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	132	35	languages	language	NNS
work_gniikk56ozfrdkymnqceabofwe	132	36	,	,	,
work_gniikk56ozfrdkymnqceabofwe	132	37	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	132	38	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	132	39	performers	performer	NNS
work_gniikk56ozfrdkymnqceabofwe	132	40	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	132	41	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	132	42	coming	come	VBG
work_gniikk56ozfrdkymnqceabofwe	132	43	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	132	44	professional	professional	JJ
work_gniikk56ozfrdkymnqceabofwe	132	45	schools	school	NNS
work_gniikk56ozfrdkymnqceabofwe	132	46	.	.	.
work_gniikk56ozfrdkymnqceabofwe	133	1	Indeed	indeed	RB
work_gniikk56ozfrdkymnqceabofwe	133	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	133	3	professional	professional	JJ
work_gniikk56ozfrdkymnqceabofwe	133	4	schools	school	NNS
work_gniikk56ozfrdkymnqceabofwe	133	5	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	133	6	known	know	VBN
work_gniikk56ozfrdkymnqceabofwe	133	7	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	133	8	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	133	9	less	less	RBR
work_gniikk56ozfrdkymnqceabofwe	133	10	demanding	demand	VBG
work_gniikk56ozfrdkymnqceabofwe	133	11	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	133	12	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	133	13	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	133	14	while	while	IN
work_gniikk56ozfrdkymnqceabofwe	133	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	133	16	curriculum	curriculum	NN
work_gniikk56ozfrdkymnqceabofwe	133	17	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	133	18	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	133	19	rigorous	rigorous	JJ
work_gniikk56ozfrdkymnqceabofwe	133	20	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	133	21	demanding	demand	VBG
work_gniikk56ozfrdkymnqceabofwe	133	22	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	133	23	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	133	24	liceo	liceo	NN
work_gniikk56ozfrdkymnqceabofwe	133	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	134	1	Technical	technical	JJ
work_gniikk56ozfrdkymnqceabofwe	134	2	schools	school	NNS
work_gniikk56ozfrdkymnqceabofwe	134	3	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	134	4	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	134	5	demanding	demanding	JJ
work_gniikk56ozfrdkymnqceabofwe	134	6	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	134	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	134	8	professional	professional	JJ
work_gniikk56ozfrdkymnqceabofwe	134	9	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	134	10	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	134	11	less	less	JJR
work_gniikk56ozfrdkymnqceabofwe	134	12	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	134	13	liceo	liceo	NNP
work_gniikk56ozfrdkymnqceabofwe	134	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	134	15	however	however	RB
work_gniikk56ozfrdkymnqceabofwe	134	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	134	17	corresponding	correspond	VBG
work_gniikk56ozfrdkymnqceabofwe	134	18	dummy	dummy	JJ
work_gniikk56ozfrdkymnqceabofwe	134	19	variable	variable	NN
work_gniikk56ozfrdkymnqceabofwe	134	20	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	134	21	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	134	22	significantly	significantly	RB
work_gniikk56ozfrdkymnqceabofwe	134	23	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	134	24	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	134	25	zero	zero	CD
work_gniikk56ozfrdkymnqceabofwe	134	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	135	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	135	2	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	135	3	coming	come	VBG
work_gniikk56ozfrdkymnqceabofwe	135	4	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	135	5	liceo	liceo	NNP
work_gniikk56ozfrdkymnqceabofwe	135	6	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	135	7	probably	probably	RB
work_gniikk56ozfrdkymnqceabofwe	135	8	fewer	few	JJR
work_gniikk56ozfrdkymnqceabofwe	135	9	opportunities	opportunity	NNS
work_gniikk56ozfrdkymnqceabofwe	135	10	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	135	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	135	12	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	135	13	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	135	14	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	135	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	135	16	short	short	JJ
work_gniikk56ozfrdkymnqceabofwe	135	17	run	run	NN
work_gniikk56ozfrdkymnqceabofwe	135	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	135	19	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	135	20	least	least	JJS
work_gniikk56ozfrdkymnqceabofwe	135	21	compared	compare	VBN
work_gniikk56ozfrdkymnqceabofwe	135	22	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	135	23	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	135	24	graduated	graduate	VBD
work_gniikk56ozfrdkymnqceabofwe	135	25	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	135	26	technical	technical	JJ
work_gniikk56ozfrdkymnqceabofwe	135	27	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	135	28	professional	professional	JJ
work_gniikk56ozfrdkymnqceabofwe	135	29	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	135	30	schools	school	NNS
work_gniikk56ozfrdkymnqceabofwe	135	31	,	,	,
work_gniikk56ozfrdkymnqceabofwe	135	32	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	135	33	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	135	34	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	135	35	opportunity	opportunity	NN
work_gniikk56ozfrdkymnqceabofwe	135	36	cost	cost	NN
work_gniikk56ozfrdkymnqceabofwe	135	37	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	135	38	studying	study	VBG
work_gniikk56ozfrdkymnqceabofwe	135	39	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	135	40	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	135	41	implicitly	implicitly	RB
work_gniikk56ozfrdkymnqceabofwe	135	42	lower	low	JJR
work_gniikk56ozfrdkymnqceabofwe	135	43	.	.	.
work_gniikk56ozfrdkymnqceabofwe	136	1	Although	although	IN
work_gniikk56ozfrdkymnqceabofwe	136	2	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	136	3	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	136	4	need	need	VB
work_gniikk56ozfrdkymnqceabofwe	136	5	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	136	6	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	136	7	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	136	8	information	information	NN
work_gniikk56ozfrdkymnqceabofwe	136	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	136	10	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	136	11	instance	instance	NN
work_gniikk56ozfrdkymnqceabofwe	136	12	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	136	13	family	family	NN
work_gniikk56ozfrdkymnqceabofwe	136	14	background	background	NN
work_gniikk56ozfrdkymnqceabofwe	136	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	136	16	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	136	17	explain	explain	VB
work_gniikk56ozfrdkymnqceabofwe	136	18	7	7	CD
work_gniikk56ozfrdkymnqceabofwe	136	19	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	136	20	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	136	21	North	North	NNP
work_gniikk56ozfrdkymnqceabofwe	136	22	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	136	23	East	East	NNP
work_gniikk56ozfrdkymnqceabofwe	136	24	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	136	25	Italy	Italy	NNP
work_gniikk56ozfrdkymnqceabofwe	136	26	,	,	,
work_gniikk56ozfrdkymnqceabofwe	136	27	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	136	28	unemployment	unemployment	NN
work_gniikk56ozfrdkymnqceabofwe	136	29	rate	rate	NN
work_gniikk56ozfrdkymnqceabofwe	136	30	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	136	31	quite	quite	RB
work_gniikk56ozfrdkymnqceabofwe	136	32	low	low	JJ
work_gniikk56ozfrdkymnqceabofwe	136	33	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	136	34	about	about	RB
work_gniikk56ozfrdkymnqceabofwe	136	35	3.5	3.5	CD
work_gniikk56ozfrdkymnqceabofwe	136	36	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	136	37	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	136	38	,	,	,
work_gniikk56ozfrdkymnqceabofwe	136	39	even	even	RB
work_gniikk56ozfrdkymnqceabofwe	136	40	among	among	IN
work_gniikk56ozfrdkymnqceabofwe	136	41	young	young	JJ
work_gniikk56ozfrdkymnqceabofwe	136	42	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	136	43	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	136	44	9.8	9.8	CD
work_gniikk56ozfrdkymnqceabofwe	136	45	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	136	46	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	136	47	15	15	CD
work_gniikk56ozfrdkymnqceabofwe	136	48	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	136	49	24	24	CD
work_gniikk56ozfrdkymnqceabofwe	136	50	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	136	51	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	136	52	4.1	4.1	CD
work_gniikk56ozfrdkymnqceabofwe	136	53	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	136	54	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	136	55	25	25	CD
work_gniikk56ozfrdkymnqceabofwe	136	56	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	136	57	24	24	CD
work_gniikk56ozfrdkymnqceabofwe	136	58	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	136	59	old	old	JJ
work_gniikk56ozfrdkymnqceabofwe	136	60	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	136	61	.	.	.
work_gniikk56ozfrdkymnqceabofwe	137	1	9	9	CD
work_gniikk56ozfrdkymnqceabofwe	137	2	educational	educational	JJ
work_gniikk56ozfrdkymnqceabofwe	137	3	choices	choice	NNS
work_gniikk56ozfrdkymnqceabofwe	137	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	137	5	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	137	6	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	137	7	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	137	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	137	9	notice	notice	VB
work_gniikk56ozfrdkymnqceabofwe	137	10	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	137	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	137	12	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	137	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	137	14	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	137	15	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	137	16	chosen	choose	VBN
work_gniikk56ozfrdkymnqceabofwe	137	17	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	137	18	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	137	19	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	137	20	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	137	21	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	137	22	family	family	NN
work_gniikk56ozfrdkymnqceabofwe	137	23	background	background	NN
work_gniikk56ozfrdkymnqceabofwe	137	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	137	25	especially	especially	RB
work_gniikk56ozfrdkymnqceabofwe	137	26	income	income	NN
work_gniikk56ozfrdkymnqceabofwe	137	27	levels	level	NNS
work_gniikk56ozfrdkymnqceabofwe	137	28	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	137	29	parents	parent	NNS
work_gniikk56ozfrdkymnqceabofwe	137	30	occupation	occupation	NN
work_gniikk56ozfrdkymnqceabofwe	137	31	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	137	32	class	class	NN
work_gniikk56ozfrdkymnqceabofwe	137	33	,	,	,
work_gniikk56ozfrdkymnqceabofwe	137	34	e.g.	e.g.	RB
work_gniikk56ozfrdkymnqceabofwe	137	35	,	,	,
work_gniikk56ozfrdkymnqceabofwe	137	36	working	working	NN
work_gniikk56ozfrdkymnqceabofwe	137	37	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	137	38	middle	middle	JJ
work_gniikk56ozfrdkymnqceabofwe	137	39	class	class	NN
work_gniikk56ozfrdkymnqceabofwe	137	40	.	.	.
work_gniikk56ozfrdkymnqceabofwe	138	1	Middle	middle	JJ
work_gniikk56ozfrdkymnqceabofwe	138	2	class	class	NN
work_gniikk56ozfrdkymnqceabofwe	138	3	families	family	NNS
work_gniikk56ozfrdkymnqceabofwe	138	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	138	5	indeed	indeed	RB
work_gniikk56ozfrdkymnqceabofwe	138	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	138	7	tend	tend	VB
work_gniikk56ozfrdkymnqceabofwe	138	8	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	138	9	send	send	VB
work_gniikk56ozfrdkymnqceabofwe	138	10	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	138	11	children	child	NNS
work_gniikk56ozfrdkymnqceabofwe	138	12	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	138	13	liceo	liceo	VB
work_gniikk56ozfrdkymnqceabofwe	138	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	138	15	known	know	VBN
work_gniikk56ozfrdkymnqceabofwe	138	16	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	138	17	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	138	18	better	well	RBR
work_gniikk56ozfrdkymnqceabofwe	138	19	equipped	equip	VBN
work_gniikk56ozfrdkymnqceabofwe	138	20	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	138	21	prepare	prepare	VB
work_gniikk56ozfrdkymnqceabofwe	138	22	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	138	23	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	138	24	Universities	Universities	NNPS
work_gniikk56ozfrdkymnqceabofwe	138	25	,	,	,
work_gniikk56ozfrdkymnqceabofwe	138	26	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	138	27	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	138	28	expect	expect	VBP
work_gniikk56ozfrdkymnqceabofwe	138	29	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	138	30	children	child	NNS
work_gniikk56ozfrdkymnqceabofwe	138	31	will	will	MD
work_gniikk56ozfrdkymnqceabofwe	138	32	go	go	VB
work_gniikk56ozfrdkymnqceabofwe	138	33	after	after	IN
work_gniikk56ozfrdkymnqceabofwe	138	34	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	138	35	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	138	36	.	.	.
work_gniikk56ozfrdkymnqceabofwe	139	1	On	on	IN
work_gniikk56ozfrdkymnqceabofwe	139	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	139	3	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	139	4	hand	hand	NN
work_gniikk56ozfrdkymnqceabofwe	139	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	139	6	working	working	NN
work_gniikk56ozfrdkymnqceabofwe	139	7	class	class	NN
work_gniikk56ozfrdkymnqceabofwe	139	8	families	family	NNS
work_gniikk56ozfrdkymnqceabofwe	139	9	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	139	10	prefer	prefer	VB
work_gniikk56ozfrdkymnqceabofwe	139	11	technical	technical	JJ
work_gniikk56ozfrdkymnqceabofwe	139	12	schools	school	NNS
work_gniikk56ozfrdkymnqceabofwe	139	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	139	14	known	know	VBN
work_gniikk56ozfrdkymnqceabofwe	139	15	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	139	16	providing	provide	VBG
work_gniikk56ozfrdkymnqceabofwe	139	17	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	139	18	education	education	NN
work_gniikk56ozfrdkymnqceabofwe	139	19	better	well	RBR
work_gniikk56ozfrdkymnqceabofwe	139	20	suited	suit	VBN
work_gniikk56ozfrdkymnqceabofwe	139	21	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	139	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	139	23	job	job	NN
work_gniikk56ozfrdkymnqceabofwe	139	24	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	139	25	after	after	IN
work_gniikk56ozfrdkymnqceabofwe	139	26	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	139	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	140	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	140	2	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	140	3	words	word	NNS
work_gniikk56ozfrdkymnqceabofwe	140	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	140	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	140	6	choice	choice	NN
work_gniikk56ozfrdkymnqceabofwe	140	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	140	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	140	9	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	140	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	140	11	schools	school	NNS
work_gniikk56ozfrdkymnqceabofwe	140	12	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	140	13	reflect	reflect	VB
work_gniikk56ozfrdkymnqceabofwe	140	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	140	15	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	140	16	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	140	17	extent	extent	NN
work_gniikk56ozfrdkymnqceabofwe	140	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	140	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	140	20	family	family	NN
work_gniikk56ozfrdkymnqceabofwe	140	21	economic	economic	JJ
work_gniikk56ozfrdkymnqceabofwe	140	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	140	23	educational	educational	JJ
work_gniikk56ozfrdkymnqceabofwe	140	24	background	background	NN
work_gniikk56ozfrdkymnqceabofwe	140	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	141	1	Given	give	VBN
work_gniikk56ozfrdkymnqceabofwe	141	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	141	3	same	same	JJ
work_gniikk56ozfrdkymnqceabofwe	141	4	family	family	NN
work_gniikk56ozfrdkymnqceabofwe	141	5	background	background	NN
work_gniikk56ozfrdkymnqceabofwe	141	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	141	7	moreover	moreover	RB
work_gniikk56ozfrdkymnqceabofwe	141	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	141	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	141	10	choice	choice	NN
work_gniikk56ozfrdkymnqceabofwe	141	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	141	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	141	13	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	141	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	141	15	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	141	16	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	141	17	reflect	reflect	VB
work_gniikk56ozfrdkymnqceabofwe	141	18	sorting	sort	VBG
work_gniikk56ozfrdkymnqceabofwe	141	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	141	20	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	141	21	based	base	VBN
work_gniikk56ozfrdkymnqceabofwe	141	22	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	141	23	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	141	24	educational	educational	JJ
work_gniikk56ozfrdkymnqceabofwe	141	25	abilities	ability	NNS
work_gniikk56ozfrdkymnqceabofwe	141	26	:	:	:
work_gniikk56ozfrdkymnqceabofwe	141	27	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	141	28	things	thing	NNS
work_gniikk56ozfrdkymnqceabofwe	141	29	equal	equal	JJ
work_gniikk56ozfrdkymnqceabofwe	141	30	,	,	,
work_gniikk56ozfrdkymnqceabofwe	141	31	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	141	32	going	go	VBG
work_gniikk56ozfrdkymnqceabofwe	141	33	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	141	34	professional	professional	JJ
work_gniikk56ozfrdkymnqceabofwe	141	35	schools	school	NNS
work_gniikk56ozfrdkymnqceabofwe	141	36	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	141	37	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	141	38	expected	expect	VBN
work_gniikk56ozfrdkymnqceabofwe	141	39	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	141	40	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	141	41	less	less	RBR
work_gniikk56ozfrdkymnqceabofwe	141	42	performing	perform	VBG
work_gniikk56ozfrdkymnqceabofwe	141	43	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	141	44	educational	educational	JJ
work_gniikk56ozfrdkymnqceabofwe	141	45	matters	matter	NNS
work_gniikk56ozfrdkymnqceabofwe	141	46	.	.	.
work_gniikk56ozfrdkymnqceabofwe	142	1	For	for	IN
work_gniikk56ozfrdkymnqceabofwe	142	2	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	142	3	reason	reason	NN
work_gniikk56ozfrdkymnqceabofwe	142	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	142	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	142	6	choice	choice	NN
work_gniikk56ozfrdkymnqceabofwe	142	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	142	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	142	9	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	142	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	142	11	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	142	12	attended	attend	VBN
work_gniikk56ozfrdkymnqceabofwe	142	13	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	142	14	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	142	15	partially	partially	RB
work_gniikk56ozfrdkymnqceabofwe	142	16	pick	pick	VB
work_gniikk56ozfrdkymnqceabofwe	142	17	up	up	RP
work_gniikk56ozfrdkymnqceabofwe	142	18	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	142	19	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	142	20	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	142	21	.	.	.
work_gniikk56ozfrdkymnqceabofwe	143	1	A	a	DT
work_gniikk56ozfrdkymnqceabofwe	143	2	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	143	3	proxy	proxy	NN
work_gniikk56ozfrdkymnqceabofwe	143	4	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	143	5	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	143	6	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	143	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	143	8	however	however	RB
work_gniikk56ozfrdkymnqceabofwe	143	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	143	10	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	143	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	143	12	final	final	JJ
work_gniikk56ozfrdkymnqceabofwe	143	13	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	143	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	143	15	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	143	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	143	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	143	18	graduation	graduation	NN
work_gniikk56ozfrdkymnqceabofwe	143	19	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	143	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	143	21	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	143	22	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	143	23	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	143	24	.	.	.
work_gniikk56ozfrdkymnqceabofwe	144	1	As	as	IN
work_gniikk56ozfrdkymnqceabofwe	144	2	one	one	PRP
work_gniikk56ozfrdkymnqceabofwe	144	3	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	144	4	expect	expect	VB
work_gniikk56ozfrdkymnqceabofwe	144	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	144	6	its	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	144	7	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	144	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	144	9	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	144	10	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	144	11	highly	highly	RB
work_gniikk56ozfrdkymnqceabofwe	144	12	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	144	13	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	144	14	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	144	15	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	144	16	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	144	17	.	.	.
work_gniikk56ozfrdkymnqceabofwe	145	1	To	to	IN
work_gniikk56ozfrdkymnqceabofwe	145	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	145	3	extent	extent	NN
work_gniikk56ozfrdkymnqceabofwe	145	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	145	5	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	145	6	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	145	7	reflects	reflect	VBZ
work_gniikk56ozfrdkymnqceabofwe	145	8	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	145	9	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	145	10	abilities	ability	NNS
work_gniikk56ozfrdkymnqceabofwe	145	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	145	12	one	one	PRP
work_gniikk56ozfrdkymnqceabofwe	145	13	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	145	14	conclude	conclude	VB
work_gniikk56ozfrdkymnqceabofwe	145	15	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	145	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	145	17	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	145	18	able	able	JJ
work_gniikk56ozfrdkymnqceabofwe	145	19	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	145	20	coming	come	VBG
work_gniikk56ozfrdkymnqceabofwe	145	21	out	out	IN
work_gniikk56ozfrdkymnqceabofwe	145	22	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	145	23	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	145	24	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	145	25	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	145	26	perform	perform	VBP
work_gniikk56ozfrdkymnqceabofwe	145	27	better	well	RBR
work_gniikk56ozfrdkymnqceabofwe	145	28	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	145	29	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	145	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	146	1	Another	another	DT
work_gniikk56ozfrdkymnqceabofwe	146	2	variable	variable	NN
work_gniikk56ozfrdkymnqceabofwe	146	3	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	146	4	significantly	significantly	RB
work_gniikk56ozfrdkymnqceabofwe	146	5	affects	affect	VBZ
work_gniikk56ozfrdkymnqceabofwe	146	6	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	146	7	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	146	8	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	146	9	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	146	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	146	11	final	final	JJ
work_gniikk56ozfrdkymnqceabofwe	146	12	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	146	13	obtained	obtain	VBN
work_gniikk56ozfrdkymnqceabofwe	146	14	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	146	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	146	16	State	State	NNP
work_gniikk56ozfrdkymnqceabofwe	146	17	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	146	18	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	146	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	146	20	end	end	NN
work_gniikk56ozfrdkymnqceabofwe	146	21	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	146	22	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	146	23	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	146	24	.	.	.
work_gniikk56ozfrdkymnqceabofwe	147	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	147	2	variable	variable	NN
work_gniikk56ozfrdkymnqceabofwe	147	3	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	147	4	very	very	RB
work_gniikk56ozfrdkymnqceabofwe	147	5	likely	likely	RB
work_gniikk56ozfrdkymnqceabofwe	147	6	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	147	7	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	147	8	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	147	9	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	147	10	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	147	11	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	147	12	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	147	13	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	147	14	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	147	15	surprising	surprising	JJ
work_gniikk56ozfrdkymnqceabofwe	147	16	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	147	17	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	147	18	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	147	19	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	147	20	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	147	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	147	22	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	147	23	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	147	24	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	147	25	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	147	26	biggest	big	JJS
work_gniikk56ozfrdkymnqceabofwe	147	27	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	147	28	magnitude	magnitude	NN
work_gniikk56ozfrdkymnqceabofwe	147	29	among	among	IN
work_gniikk56ozfrdkymnqceabofwe	147	30	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	147	31	variables	variable	NNS
work_gniikk56ozfrdkymnqceabofwe	147	32	used	use	VBN
work_gniikk56ozfrdkymnqceabofwe	147	33	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	147	34	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	147	35	regressions	regression	NNS
work_gniikk56ozfrdkymnqceabofwe	147	36	.	.	.
work_gniikk56ozfrdkymnqceabofwe	148	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	148	2	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	148	3	considered	consider	VBD
work_gniikk56ozfrdkymnqceabofwe	148	4	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	148	5	dummy	dummy	JJ
work_gniikk56ozfrdkymnqceabofwe	148	6	variable	variable	NN
work_gniikk56ozfrdkymnqceabofwe	148	7	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	148	8	eci	eci	NNP
work_gniikk56ozfrdkymnqceabofwe	148	9	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	148	10	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	148	11	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	148	12	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	148	13	enrolled	enrol	VBN
work_gniikk56ozfrdkymnqceabofwe	148	14	within	within	IN
work_gniikk56ozfrdkymnqceabofwe	148	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	148	16	same	same	JJ
work_gniikk56ozfrdkymnqceabofwe	148	17	College	College	NNP
work_gniikk56ozfrdkymnqceabofwe	148	18	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	148	19	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	148	20	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	148	21	degree	degree	NN
work_gniikk56ozfrdkymnqceabofwe	148	22	program	program	NN
work_gniikk56ozfrdkymnqceabofwe	148	23	managed	manage	VBN
work_gniikk56ozfrdkymnqceabofwe	148	24	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	148	25	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	148	26	nearby	nearby	JJ
work_gniikk56ozfrdkymnqceabofwe	148	27	city	city	NN
work_gniikk56ozfrdkymnqceabofwe	148	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	149	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	149	2	degree	degree	NN
work_gniikk56ozfrdkymnqceabofwe	149	3	program	program	NN
work_gniikk56ozfrdkymnqceabofwe	149	4	differs	differ	VBZ
work_gniikk56ozfrdkymnqceabofwe	149	5	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	149	6	terms	term	NNS
work_gniikk56ozfrdkymnqceabofwe	149	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	149	8	facilities	facility	NNS
work_gniikk56ozfrdkymnqceabofwe	149	9	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	149	10	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	149	11	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	149	12	less	less	JJR
work_gniikk56ozfrdkymnqceabofwe	149	13	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	149	14	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	149	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	149	16	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	149	17	part	part	NN
work_gniikk56ozfrdkymnqceabofwe	149	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	149	19	teaching	teaching	NN
work_gniikk56ozfrdkymnqceabofwe	149	20	faculty	faculty	NN
work_gniikk56ozfrdkymnqceabofwe	149	21	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	149	22	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	149	23	junior	junior	JJ
work_gniikk56ozfrdkymnqceabofwe	149	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	149	25	part	part	JJ
work_gniikk56ozfrdkymnqceabofwe	149	26	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	149	27	time	time	NN
work_gniikk56ozfrdkymnqceabofwe	149	28	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	149	29	temporary	temporary	JJ
work_gniikk56ozfrdkymnqceabofwe	149	30	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	149	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	150	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	150	2	dummy	dummy	NN
work_gniikk56ozfrdkymnqceabofwe	150	3	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	150	4	always	always	RB
work_gniikk56ozfrdkymnqceabofwe	150	5	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	150	6	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	150	7	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	150	8	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	150	9	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	150	10	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	150	11	all	all	PDT
work_gniikk56ozfrdkymnqceabofwe	150	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	150	13	subsequent	subsequent	JJ
work_gniikk56ozfrdkymnqceabofwe	150	14	estimates	estimate	NNS
work_gniikk56ozfrdkymnqceabofwe	150	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	150	16	meaning	mean	VBG
work_gniikk56ozfrdkymnqceabofwe	150	17	either	either	CC
work_gniikk56ozfrdkymnqceabofwe	150	18	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	150	19	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	150	20	enrolled	enrol	VBN
work_gniikk56ozfrdkymnqceabofwe	150	21	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	150	22	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	150	23	program	program	NN
work_gniikk56ozfrdkymnqceabofwe	150	24	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	150	25	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	150	26	abilities	ability	NNS
work_gniikk56ozfrdkymnqceabofwe	150	27	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	150	28	,	,	,
work_gniikk56ozfrdkymnqceabofwe	150	29	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	150	30	likely	likely	JJ
work_gniikk56ozfrdkymnqceabofwe	150	31	,	,	,
work_gniikk56ozfrdkymnqceabofwe	150	32	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	150	33	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	150	34	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	150	35	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	150	36	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	150	37	relatively	relatively	RB
work_gniikk56ozfrdkymnqceabofwe	150	38	easier	easy	JJR
work_gniikk56ozfrdkymnqceabofwe	150	39	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	150	40	pass	pass	VB
work_gniikk56ozfrdkymnqceabofwe	150	41	.	.	.
work_gniikk56ozfrdkymnqceabofwe	151	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	151	2	dummy	dummy	NN
work_gniikk56ozfrdkymnqceabofwe	151	3	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	151	4	gender	gender	NN
work_gniikk56ozfrdkymnqceabofwe	151	5	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	151	6	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	151	7	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	151	8	.	.	.
work_gniikk56ozfrdkymnqceabofwe	152	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	152	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	152	3	when	when	WRB
work_gniikk56ozfrdkymnqceabofwe	152	4	estimating	estimate	VBG
work_gniikk56ozfrdkymnqceabofwe	152	5	separate	separate	JJ
work_gniikk56ozfrdkymnqceabofwe	152	6	regressions	regression	NNS
work_gniikk56ozfrdkymnqceabofwe	152	7	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	152	8	males	male	NNS
work_gniikk56ozfrdkymnqceabofwe	152	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	152	10	females	female	NNS
work_gniikk56ozfrdkymnqceabofwe	152	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	152	12	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	152	13	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	152	14	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	152	15	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	152	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	152	17	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	152	18	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	152	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	152	20	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	152	21	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	152	22	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	152	23	males	male	NNS
work_gniikk56ozfrdkymnqceabofwe	152	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	152	25	confirming	confirm	VBG
work_gniikk56ozfrdkymnqceabofwe	152	26	what	what	WP
work_gniikk56ozfrdkymnqceabofwe	152	27	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	152	28	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	152	29	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	152	30	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	152	31	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	152	32	markets	market	NNS
work_gniikk56ozfrdkymnqceabofwe	152	33	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	152	34	.	.	.
work_gniikk56ozfrdkymnqceabofwe	153	1	Looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	153	2	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	153	3	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	153	4	regressor	regressor	NN
work_gniikk56ozfrdkymnqceabofwe	153	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	153	6	characteristic	characteristic	JJ
work_gniikk56ozfrdkymnqceabofwe	153	7	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	153	8	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	153	9	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	153	10	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	153	11	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	153	12	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	153	13	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	153	14	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	153	15	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	153	16	males	male	NNS
work_gniikk56ozfrdkymnqceabofwe	153	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	153	18	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	153	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	153	20	10	10	CD
work_gniikk56ozfrdkymnqceabofwe	153	21	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	153	22	level	level	NN
work_gniikk56ozfrdkymnqceabofwe	153	23	,	,	,
work_gniikk56ozfrdkymnqceabofwe	153	24	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	153	25	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	153	26	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	153	27	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	153	28	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	153	29	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	153	30	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	153	31	resident	resident	JJ
work_gniikk56ozfrdkymnqceabofwe	153	32	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	153	33	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	153	34	area	area	NN
work_gniikk56ozfrdkymnqceabofwe	153	35	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	153	36	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	153	37	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	153	38	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	153	39	offered	offer	VBN
work_gniikk56ozfrdkymnqceabofwe	153	40	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	153	41	resident	resident	NN
work_gniikk56ozfrdkymnqceabofwe	153	42	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	153	43	.	.	.
work_gniikk56ozfrdkymnqceabofwe	154	1	If	if	IN
work_gniikk56ozfrdkymnqceabofwe	154	2	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	154	3	believe	believe	VBP
work_gniikk56ozfrdkymnqceabofwe	154	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	154	5	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	154	6	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	154	7	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	154	8	decides	decide	VBZ
work_gniikk56ozfrdkymnqceabofwe	154	9	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	154	10	enroll	enroll	VB
work_gniikk56ozfrdkymnqceabofwe	154	11	into	into	IN
work_gniikk56ozfrdkymnqceabofwe	154	12	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	154	13	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	154	14	offered	offer	VBN
work_gniikk56ozfrdkymnqceabofwe	154	15	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	154	16	her	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	154	17	own	own	JJ
work_gniikk56ozfrdkymnqceabofwe	154	18	town	town	NN
work_gniikk56ozfrdkymnqceabofwe	154	19	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	154	20	Province	Province	NNP
work_gniikk56ozfrdkymnqceabofwe	154	21	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	154	22	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	154	23	case	case	NN
work_gniikk56ozfrdkymnqceabofwe	154	24	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	154	25	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	154	26	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	154	27	less	less	RBR
work_gniikk56ozfrdkymnqceabofwe	154	28	motivated	motivated	JJ
work_gniikk56ozfrdkymnqceabofwe	154	29	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	154	30	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	154	31	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	154	32	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	154	33	decides	decide	VBZ
work_gniikk56ozfrdkymnqceabofwe	154	34	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	154	35	10	10	CD
work_gniikk56ozfrdkymnqceabofwe	154	36	enroll	enroll	NN
work_gniikk56ozfrdkymnqceabofwe	154	37	into	into	IN
work_gniikk56ozfrdkymnqceabofwe	154	38	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	154	39	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	154	40	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	154	41	another	another	DT
work_gniikk56ozfrdkymnqceabofwe	154	42	city	city	NN
work_gniikk56ozfrdkymnqceabofwe	154	43	,	,	,
work_gniikk56ozfrdkymnqceabofwe	154	44	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	154	45	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	154	46	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	154	47	expect	expect	VB
work_gniikk56ozfrdkymnqceabofwe	154	48	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	154	49	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	154	50	resident	resident	NN
work_gniikk56ozfrdkymnqceabofwe	154	51	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	154	52	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	154	53	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	154	54	lower	low	JJR
work_gniikk56ozfrdkymnqceabofwe	154	55	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	154	56	.	.	.
work_gniikk56ozfrdkymnqceabofwe	155	1	As	as	IN
work_gniikk56ozfrdkymnqceabofwe	155	2	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	155	3	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	155	4	seen	see	VBN
work_gniikk56ozfrdkymnqceabofwe	155	5	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	155	6	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	155	7	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	155	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	155	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	155	10	coefficient	coefficient	NN
work_gniikk56ozfrdkymnqceabofwe	155	11	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	155	12	indeed	indeed	RB
work_gniikk56ozfrdkymnqceabofwe	155	13	negative	negative	JJ
work_gniikk56ozfrdkymnqceabofwe	155	14	.	.	.
work_gniikk56ozfrdkymnqceabofwe	156	1	It	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	156	2	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	156	3	interesting	interesting	JJ
work_gniikk56ozfrdkymnqceabofwe	156	4	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	156	5	investigate	investigate	VB
work_gniikk56ozfrdkymnqceabofwe	156	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	156	7	whether	whether	CC
work_gniikk56ozfrdkymnqceabofwe	156	8	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	156	9	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	156	10	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	156	11	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	156	12	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	156	13	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	156	14	handsome	handsome	JJ
work_gniikk56ozfrdkymnqceabofwe	156	15	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	156	16	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	156	17	penalty	penalty	NN
work_gniikk56ozfrdkymnqceabofwe	156	18	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	156	19	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	156	20	homely	homely	RB
work_gniikk56ozfrdkymnqceabofwe	156	21	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	156	22	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	156	23	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	156	24	two	two	CD
work_gniikk56ozfrdkymnqceabofwe	156	25	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	156	26	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	156	27	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	156	28	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	156	29	symmetrical	symmetrical	JJ
work_gniikk56ozfrdkymnqceabofwe	156	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	157	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	157	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	157	3	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	157	4	indeed	indeed	RB
work_gniikk56ozfrdkymnqceabofwe	157	5	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	157	6	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	157	7	been	be	VBN
work_gniikk56ozfrdkymnqceabofwe	157	8	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	157	9	findings	finding	NNS
work_gniikk56ozfrdkymnqceabofwe	157	10	.	.	.
work_gniikk56ozfrdkymnqceabofwe	158	1	H&B	H&B	NNP
work_gniikk56ozfrdkymnqceabofwe	158	2	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	158	3	1994	1994	CD
work_gniikk56ozfrdkymnqceabofwe	158	4	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	158	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	158	6	analyzing	analyze	VBG
work_gniikk56ozfrdkymnqceabofwe	158	7	US	US	NNP
work_gniikk56ozfrdkymnqceabofwe	158	8	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	158	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	158	10	estimating	estimate	VBG
work_gniikk56ozfrdkymnqceabofwe	158	11	human	human	JJ
work_gniikk56ozfrdkymnqceabofwe	158	12	capital	capital	JJ
work_gniikk56ozfrdkymnqceabofwe	158	13	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	158	14	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	158	15	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	158	16	equations	equation	NNS
work_gniikk56ozfrdkymnqceabofwe	158	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	158	18	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	158	19	that	that	DT
work_gniikk56ozfrdkymnqceabofwe	158	20	penalty	penalty	NN
work_gniikk56ozfrdkymnqceabofwe	158	21	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	158	22	unattractive	unattractive	JJ
work_gniikk56ozfrdkymnqceabofwe	158	23	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	158	24	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	158	25	greater	great	JJR
work_gniikk56ozfrdkymnqceabofwe	158	26	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	158	27	premiums	premium	NNS
work_gniikk56ozfrdkymnqceabofwe	158	28	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	158	29	attractive	attractive	JJ
work_gniikk56ozfrdkymnqceabofwe	158	30	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	158	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	159	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	159	2	same	same	JJ
work_gniikk56ozfrdkymnqceabofwe	159	3	authors	author	NNS
work_gniikk56ozfrdkymnqceabofwe	159	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	159	5	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	159	6	Canadian	canadian	JJ
work_gniikk56ozfrdkymnqceabofwe	159	7	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	159	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	159	9	however	however	RB
work_gniikk56ozfrdkymnqceabofwe	159	10	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	159	11	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	159	12	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	159	13	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	159	14	larger	large	JJR
work_gniikk56ozfrdkymnqceabofwe	159	15	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	159	16	penalties	penalty	NNS
work_gniikk56ozfrdkymnqceabofwe	159	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	159	18	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	159	19	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	159	20	latter	latter	JJ
work_gniikk56ozfrdkymnqceabofwe	159	21	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	159	22	insignificant	insignificant	JJ
work_gniikk56ozfrdkymnqceabofwe	159	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	160	1	Harper	Harper	NNP
work_gniikk56ozfrdkymnqceabofwe	160	2	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	160	3	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	160	4	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	160	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	160	6	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	160	7	data	datum	NNS
work_gniikk56ozfrdkymnqceabofwe	160	8	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	160	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	160	10	UK	UK	NNP
work_gniikk56ozfrdkymnqceabofwe	160	11	job	job	NN
work_gniikk56ozfrdkymnqceabofwe	160	12	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	160	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	160	14	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	160	15	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	160	16	larger	large	JJR
work_gniikk56ozfrdkymnqceabofwe	160	17	penalty	penalty	NN
work_gniikk56ozfrdkymnqceabofwe	160	18	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	160	19	unattractiveness	unattractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	160	20	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	160	21	H&B	H&B	NNP
work_gniikk56ozfrdkymnqceabofwe	160	22	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	160	23	1994	1994	CD
work_gniikk56ozfrdkymnqceabofwe	160	24	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	160	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	161	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	161	2	construct	construct	VBP
work_gniikk56ozfrdkymnqceabofwe	161	3	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	161	4	dummy	dummy	NN
work_gniikk56ozfrdkymnqceabofwe	161	5	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	161	6	handsome	handsome	JJ
work_gniikk56ozfrdkymnqceabofwe	161	7	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	161	8	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	161	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	161	10	top	top	JJ
work_gniikk56ozfrdkymnqceabofwe	161	11	30	30	CD
work_gniikk56ozfrdkymnqceabofwe	161	12	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	161	13	most	most	RBS
work_gniikk56ozfrdkymnqceabofwe	161	14	beautiful	beautiful	JJ
work_gniikk56ozfrdkymnqceabofwe	161	15	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	161	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	161	17	another	another	DT
work_gniikk56ozfrdkymnqceabofwe	161	18	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	161	19	homely	homely	RB
work_gniikk56ozfrdkymnqceabofwe	161	20	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	161	21	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	161	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	161	23	bottom	bottom	JJ
work_gniikk56ozfrdkymnqceabofwe	161	24	30	30	CD
work_gniikk56ozfrdkymnqceabofwe	161	25	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	161	26	least	least	JJS
work_gniikk56ozfrdkymnqceabofwe	161	27	beautiful	beautiful	JJ
work_gniikk56ozfrdkymnqceabofwe	161	28	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	161	29	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	161	30	estimate	estimate	VB
work_gniikk56ozfrdkymnqceabofwe	161	31	separate	separate	JJ
work_gniikk56ozfrdkymnqceabofwe	161	32	regressions	regression	NNS
work_gniikk56ozfrdkymnqceabofwe	161	33	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	161	34	males	male	NNS
work_gniikk56ozfrdkymnqceabofwe	161	35	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	161	36	females	female	NNS
work_gniikk56ozfrdkymnqceabofwe	161	37	.	.	.
work_gniikk56ozfrdkymnqceabofwe	162	1	As	as	IN
work_gniikk56ozfrdkymnqceabofwe	162	2	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	162	3	appears	appear	VBZ
work_gniikk56ozfrdkymnqceabofwe	162	4	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	162	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	162	6	last	last	JJ
work_gniikk56ozfrdkymnqceabofwe	162	7	two	two	CD
work_gniikk56ozfrdkymnqceabofwe	162	8	columns	column	NNS
work_gniikk56ozfrdkymnqceabofwe	162	9	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	162	10	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	162	11	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	162	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	162	13	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	162	14	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	162	15	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	162	16	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	162	17	penalty	penalty	NN
work_gniikk56ozfrdkymnqceabofwe	162	18	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	162	19	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	162	20	homely	homely	RB
work_gniikk56ozfrdkymnqceabofwe	162	21	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	162	22	male	male	JJ
work_gniikk56ozfrdkymnqceabofwe	162	23	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	162	24	since	since	IN
work_gniikk56ozfrdkymnqceabofwe	162	25	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	162	26	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	162	27	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	162	28	bottom	bottom	JJ
work_gniikk56ozfrdkymnqceabofwe	162	29	30	30	CD
work_gniikk56ozfrdkymnqceabofwe	162	30	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	162	31	reduces	reduce	VBZ
work_gniikk56ozfrdkymnqceabofwe	162	32	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	162	33	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	162	34	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	162	35	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	162	36	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	162	37	9	9	CD
work_gniikk56ozfrdkymnqceabofwe	162	38	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	162	39	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	162	40	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	162	41	average	average	NN
work_gniikk56ozfrdkymnqceabofwe	162	42	.	.	.
work_gniikk56ozfrdkymnqceabofwe	163	1	On	on	IN
work_gniikk56ozfrdkymnqceabofwe	163	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	163	3	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	163	4	hand	hand	NN
work_gniikk56ozfrdkymnqceabofwe	163	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	163	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	163	7	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	163	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	163	9	small	small	JJ
work_gniikk56ozfrdkymnqceabofwe	163	10	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	163	11	insignificant	insignificant	JJ
work_gniikk56ozfrdkymnqceabofwe	163	12	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	163	13	males	male	NNS
work_gniikk56ozfrdkymnqceabofwe	163	14	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	163	15	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	163	16	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	163	17	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	163	18	10	10	CD
work_gniikk56ozfrdkymnqceabofwe	163	19	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	163	20	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	163	21	female	female	JJ
work_gniikk56ozfrdkymnqceabofwe	163	22	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	163	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	164	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	164	2	summary	summary	NN
work_gniikk56ozfrdkymnqceabofwe	164	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	164	4	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	164	5	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	164	6	shown	show	VBN
work_gniikk56ozfrdkymnqceabofwe	164	7	that	that	DT
work_gniikk56ozfrdkymnqceabofwe	164	8	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	164	9	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	164	10	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	164	11	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	164	12	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	164	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	164	14	economically	economically	RB
work_gniikk56ozfrdkymnqceabofwe	164	15	meaningful	meaningful	JJ
work_gniikk56ozfrdkymnqceabofwe	164	16	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	164	17	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	164	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	164	19	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	164	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	164	21	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	164	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	165	1	First	first	RB
work_gniikk56ozfrdkymnqceabofwe	165	2	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	165	3	all	all	DT
work_gniikk56ozfrdkymnqceabofwe	165	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	165	5	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	165	6	handsome	handsome	JJ
work_gniikk56ozfrdkymnqceabofwe	165	7	increases	increase	NNS
work_gniikk56ozfrdkymnqceabofwe	165	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	165	9	probability	probability	NN
work_gniikk56ozfrdkymnqceabofwe	165	10	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	165	11	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	165	12	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	165	13	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	165	14	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	165	15	takes	take	VBZ
work_gniikk56ozfrdkymnqceabofwe	165	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	165	17	pass	pass	VB
work_gniikk56ozfrdkymnqceabofwe	165	18	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	165	19	.	.	.
work_gniikk56ozfrdkymnqceabofwe	166	1	Second	second	JJ
work_gniikk56ozfrdkymnqceabofwe	166	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	166	3	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	166	4	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	166	5	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	166	6	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	166	7	us	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	166	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	166	9	better	well	RBR
work_gniikk56ozfrdkymnqceabofwe	166	10	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	166	11	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	166	12	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	166	13	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	166	14	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	166	15	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	166	16	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	166	17	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	166	18	.	.	.
work_gniikk56ozfrdkymnqceabofwe	167	1	Last	last	JJ
work_gniikk56ozfrdkymnqceabofwe	167	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	167	3	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	167	4	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	167	5	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	167	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	167	7	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	167	8	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	167	9	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	167	10	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	167	11	smaller	small	JJR
work_gniikk56ozfrdkymnqceabofwe	167	12	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	167	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	167	14	penalty	penalty	NN
work_gniikk56ozfrdkymnqceabofwe	167	15	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	167	16	ugliness	ugliness	JJ
work_gniikk56ozfrdkymnqceabofwe	167	17	.	.	.
work_gniikk56ozfrdkymnqceabofwe	168	1	While	while	IN
work_gniikk56ozfrdkymnqceabofwe	168	2	less	less	RBR
work_gniikk56ozfrdkymnqceabofwe	168	3	economically	economically	RB
work_gniikk56ozfrdkymnqceabofwe	168	4	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	168	5	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	168	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	168	7	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	168	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	168	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	168	10	proxies	proxy	NNS
work_gniikk56ozfrdkymnqceabofwe	168	11	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	168	12	education	education	NN
work_gniikk56ozfrdkymnqceabofwe	168	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	168	14	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	168	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	168	16	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	168	17	impacts	impact	NNS
work_gniikk56ozfrdkymnqceabofwe	168	18	seem	seem	VBP
work_gniikk56ozfrdkymnqceabofwe	168	19	quite	quite	RB
work_gniikk56ozfrdkymnqceabofwe	168	20	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	168	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	168	22	as	as	RB
work_gniikk56ozfrdkymnqceabofwe	168	23	already	already	RB
work_gniikk56ozfrdkymnqceabofwe	168	24	observed	observe	VBN
work_gniikk56ozfrdkymnqceabofwe	168	25	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	168	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	168	27	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	168	28	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	168	29	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	168	30	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	168	31	outcomes	outcome	NNS
work_gniikk56ozfrdkymnqceabofwe	168	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	169	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	169	2	now	now	RB
work_gniikk56ozfrdkymnqceabofwe	169	3	turn	turn	VBP
work_gniikk56ozfrdkymnqceabofwe	169	4	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	169	5	investigating	investigate	VBG
work_gniikk56ozfrdkymnqceabofwe	169	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	169	7	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	169	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	169	9	increase	increase	NN
work_gniikk56ozfrdkymnqceabofwe	169	10	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	169	11	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	169	12	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	169	13	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	169	14	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	169	15	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	169	16	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	169	17	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	169	18	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	169	19	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	169	20	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	169	21	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	169	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	170	1	III.2	III.2	NNP
work_gniikk56ozfrdkymnqceabofwe	170	2	It	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	170	3	’s	’	VBZ
work_gniikk56ozfrdkymnqceabofwe	170	4	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	170	5	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	170	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	170	7	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	170	8	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	170	9	?	?	.
work_gniikk56ozfrdkymnqceabofwe	171	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	171	2	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	171	3	section	section	NN
work_gniikk56ozfrdkymnqceabofwe	171	4	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	171	5	wish	wish	VBP
work_gniikk56ozfrdkymnqceabofwe	171	6	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	171	7	determine	determine	VB
work_gniikk56ozfrdkymnqceabofwe	171	8	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	171	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	171	10	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	171	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	171	12	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	171	13	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	171	14	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	171	15	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	171	16	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	171	17	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	171	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	171	19	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	171	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	171	21	unobserved	unobserved	JJ
work_gniikk56ozfrdkymnqceabofwe	171	22	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	171	23	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	171	24	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	171	25	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	171	26	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	171	27	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	171	28	professors	professor	NNS
work_gniikk56ozfrdkymnqceabofwe	171	29	.	.	.
work_gniikk56ozfrdkymnqceabofwe	172	1	If	if	IN
work_gniikk56ozfrdkymnqceabofwe	172	2	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	172	3	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	172	4	reject	reject	VB
work_gniikk56ozfrdkymnqceabofwe	172	5	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	172	6	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	172	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	172	8	one	one	PRP
work_gniikk56ozfrdkymnqceabofwe	172	9	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	172	10	safely	safely	RB
work_gniikk56ozfrdkymnqceabofwe	172	11	assume	assume	VB
work_gniikk56ozfrdkymnqceabofwe	172	12	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	172	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	172	14	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	172	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	172	16	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	172	17	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	172	18	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	172	19	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	172	20	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	172	21	explained	explain	VBN
work_gniikk56ozfrdkymnqceabofwe	172	22	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	172	23	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	172	24	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	172	25	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	172	26	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	172	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	173	1	11	11	CD
work_gniikk56ozfrdkymnqceabofwe	173	2	To	to	TO
work_gniikk56ozfrdkymnqceabofwe	173	3	investigate	investigate	VB
work_gniikk56ozfrdkymnqceabofwe	173	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	173	5	presence	presence	NN
work_gniikk56ozfrdkymnqceabofwe	173	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	173	7	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	173	8	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	173	9	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	173	10	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	173	11	proceed	proceed	VBP
work_gniikk56ozfrdkymnqceabofwe	173	12	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	173	13	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	173	14	steps	step	NNS
work_gniikk56ozfrdkymnqceabofwe	173	15	.	.	.
work_gniikk56ozfrdkymnqceabofwe	174	1	First	first	RB
work_gniikk56ozfrdkymnqceabofwe	174	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	174	3	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	174	4	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	174	5	preliminary	preliminary	JJ
work_gniikk56ozfrdkymnqceabofwe	174	6	check	check	NN
work_gniikk56ozfrdkymnqceabofwe	174	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	174	8	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	174	9	look	look	VBP
work_gniikk56ozfrdkymnqceabofwe	174	10	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	174	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	174	12	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	174	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	174	14	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	174	15	separately	separately	RB
work_gniikk56ozfrdkymnqceabofwe	174	16	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	174	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	174	18	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	174	19	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	174	20	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	174	21	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	174	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	174	23	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	174	24	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	174	25	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	174	26	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	174	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	175	1	While	while	IN
work_gniikk56ozfrdkymnqceabofwe	175	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	175	3	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	175	4	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	175	5	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	175	6	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	175	7	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	175	8	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	175	9	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	175	10	work	work	NN
work_gniikk56ozfrdkymnqceabofwe	175	11	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	175	12	obtaining	obtain	VBG
work_gniikk56ozfrdkymnqceabofwe	175	13	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	175	14	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	175	15	–	–	:
work_gniikk56ozfrdkymnqceabofwe	175	16	teachers	teacher	NNS
work_gniikk56ozfrdkymnqceabofwe	175	17	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	175	18	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	175	19	influenced	influence	VBN
work_gniikk56ozfrdkymnqceabofwe	175	20	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	175	21	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	175	22	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	175	23	when	when	WRB
work_gniikk56ozfrdkymnqceabofwe	175	24	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	175	25	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	175	26	actually	actually	RB
work_gniikk56ozfrdkymnqceabofwe	175	27	see	see	VB
work_gniikk56ozfrdkymnqceabofwe	175	28	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	175	29	–	–	:
work_gniikk56ozfrdkymnqceabofwe	175	30	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	175	31	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	175	32	less	less	RBR
work_gniikk56ozfrdkymnqceabofwe	175	33	clear	clear	JJ
work_gniikk56ozfrdkymnqceabofwe	175	34	how	how	WRB
work_gniikk56ozfrdkymnqceabofwe	175	35	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	175	36	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	175	37	influence	influence	VB
work_gniikk56ozfrdkymnqceabofwe	175	38	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	175	39	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	175	40	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	175	41	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	175	42	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	175	43	.	.	.
work_gniikk56ozfrdkymnqceabofwe	176	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	176	2	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	176	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	176	4	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	176	5	taken	take	VBN
work_gniikk56ozfrdkymnqceabofwe	176	6	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	176	7	passed	pass	VBD
work_gniikk56ozfrdkymnqceabofwe	176	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	176	9	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	176	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	176	11	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	176	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	176	13	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	176	14	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	176	15	choices	choice	NNS
work_gniikk56ozfrdkymnqceabofwe	176	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	176	17	effort	effort	NN
work_gniikk56ozfrdkymnqceabofwe	176	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	176	19	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	176	20	so	so	RB
work_gniikk56ozfrdkymnqceabofwe	176	21	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	176	22	perhaps	perhaps	RB
work_gniikk56ozfrdkymnqceabofwe	176	23	reflect	reflect	VB
work_gniikk56ozfrdkymnqceabofwe	176	24	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	176	25	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	176	26	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	176	27	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	176	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	177	1	Second	second	JJ
work_gniikk56ozfrdkymnqceabofwe	177	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	177	3	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	177	4	exploit	exploit	VBP
work_gniikk56ozfrdkymnqceabofwe	177	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	177	6	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	177	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	177	8	examination	examination	NN
work_gniikk56ozfrdkymnqceabofwe	177	9	–	–	:
work_gniikk56ozfrdkymnqceabofwe	177	10	either	either	CC
work_gniikk56ozfrdkymnqceabofwe	177	11	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	177	12	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	177	13	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	177	14	–	–	:
work_gniikk56ozfrdkymnqceabofwe	177	15	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	177	16	disentangle	disentangle	VB
work_gniikk56ozfrdkymnqceabofwe	177	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	177	18	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	177	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	177	20	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	177	21	.	.	.
work_gniikk56ozfrdkymnqceabofwe	178	1	Given	give	VBN
work_gniikk56ozfrdkymnqceabofwe	178	2	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	178	3	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	178	4	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	178	5	examinations	examination	NNS
work_gniikk56ozfrdkymnqceabofwe	178	6	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	178	7	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	178	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	178	9	unnoticed	unnoticed	JJ
work_gniikk56ozfrdkymnqceabofwe	178	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	178	11	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	178	12	dataset	dataset	NN
work_gniikk56ozfrdkymnqceabofwe	178	13	should	should	MD
work_gniikk56ozfrdkymnqceabofwe	178	14	allow	allow	VB
work_gniikk56ozfrdkymnqceabofwe	178	15	us	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	178	16	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	178	17	see	see	VB
work_gniikk56ozfrdkymnqceabofwe	178	18	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	178	19	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	178	20	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	178	21	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	178	22	support	support	NN
work_gniikk56ozfrdkymnqceabofwe	178	23	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	178	24	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	178	25	hypothesis	hypothesis	NN
work_gniikk56ozfrdkymnqceabofwe	178	26	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	178	27	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	178	28	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	178	29	.	.	.
work_gniikk56ozfrdkymnqceabofwe	179	1	If	if	IN
work_gniikk56ozfrdkymnqceabofwe	179	2	look	look	VB
work_gniikk56ozfrdkymnqceabofwe	179	3	had	have	VBD
work_gniikk56ozfrdkymnqceabofwe	179	4	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	179	5	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	179	6	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	179	7	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	179	8	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	179	9	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	179	10	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	179	11	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	179	12	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	179	13	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	179	14	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	179	15	unimportant	unimportant	JJ
work_gniikk56ozfrdkymnqceabofwe	179	16	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	179	17	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	179	18	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	179	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	179	20	then	then	RB
work_gniikk56ozfrdkymnqceabofwe	179	21	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	179	22	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	179	23	start	start	VB
work_gniikk56ozfrdkymnqceabofwe	179	24	asking	ask	VBG
work_gniikk56ozfrdkymnqceabofwe	179	25	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	179	26	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	179	27	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	179	28	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	179	29	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	179	30	due	due	JJ
work_gniikk56ozfrdkymnqceabofwe	179	31	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	179	32	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	179	33	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	179	34	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	179	35	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	179	36	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	179	37	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	179	38	examination	examination	NN
work_gniikk56ozfrdkymnqceabofwe	179	39	,	,	,
work_gniikk56ozfrdkymnqceabofwe	179	40	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	179	41	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	179	42	case	case	NN
work_gniikk56ozfrdkymnqceabofwe	179	43	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	179	44	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	179	45	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	179	46	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	179	47	,	,	,
work_gniikk56ozfrdkymnqceabofwe	179	48	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	179	49	such	such	JJ
work_gniikk56ozfrdkymnqceabofwe	179	50	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	179	51	disadvantage	disadvantage	VB
work_gniikk56ozfrdkymnqceabofwe	179	52	homely	homely	RB
work_gniikk56ozfrdkymnqceabofwe	179	53	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	179	54	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	179	55	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	179	56	just	just	RB
work_gniikk56ozfrdkymnqceabofwe	179	57	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	179	58	less	less	RBR
work_gniikk56ozfrdkymnqceabofwe	179	59	confident	confident	JJ
work_gniikk56ozfrdkymnqceabofwe	179	60	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	179	61	under	under	IN
work_gniikk56ozfrdkymnqceabofwe	179	62	perform	perform	NN
work_gniikk56ozfrdkymnqceabofwe	179	63	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	179	64	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	179	65	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	179	66	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	179	67	.	.	.
work_gniikk56ozfrdkymnqceabofwe	180	1	An	an	DT
work_gniikk56ozfrdkymnqceabofwe	180	2	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	180	3	variable	variable	NN
work_gniikk56ozfrdkymnqceabofwe	180	4	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	180	5	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	180	6	dataset	dataset	NN
work_gniikk56ozfrdkymnqceabofwe	180	7	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	180	8	thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	180	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	180	10	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	180	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	180	12	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	180	13	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	180	14	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	180	15	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	180	16	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	180	17	taken	take	VBN
work_gniikk56ozfrdkymnqceabofwe	180	18	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	180	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	180	20	period	period	NN
work_gniikk56ozfrdkymnqceabofwe	180	21	under	under	IN
work_gniikk56ozfrdkymnqceabofwe	180	22	consideration	consideration	NN
work_gniikk56ozfrdkymnqceabofwe	180	23	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	180	24	almost	almost	RB
work_gniikk56ozfrdkymnqceabofwe	180	25	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	180	26	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	180	27	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	180	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	181	1	As	as	IN
work_gniikk56ozfrdkymnqceabofwe	181	2	explained	explain	VBN
work_gniikk56ozfrdkymnqceabofwe	181	3	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	181	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	181	5	previous	previous	JJ
work_gniikk56ozfrdkymnqceabofwe	181	6	section	section	NN
work_gniikk56ozfrdkymnqceabofwe	181	7	II	II	NNP
work_gniikk56ozfrdkymnqceabofwe	181	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	181	9	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	181	10	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	181	11	partly	partly	RB
work_gniikk56ozfrdkymnqceabofwe	181	12	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	181	13	choice	choice	NN
work_gniikk56ozfrdkymnqceabofwe	181	14	variable	variable	NN
work_gniikk56ozfrdkymnqceabofwe	181	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	181	16	partly	partly	RB
work_gniikk56ozfrdkymnqceabofwe	181	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	181	18	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	181	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	181	20	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	181	21	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	181	22	effort	effort	NN
work_gniikk56ozfrdkymnqceabofwe	181	23	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	181	24	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	181	25	,	,	,
work_gniikk56ozfrdkymnqceabofwe	181	26	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	181	27	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	181	28	sense	sense	NN
work_gniikk56ozfrdkymnqceabofwe	181	29	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	181	30	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	181	31	graduate	graduate	VBP
work_gniikk56ozfrdkymnqceabofwe	181	32	when	when	WRB
work_gniikk56ozfrdkymnqceabofwe	181	33	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	181	34	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	181	35	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	181	36	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	181	37	given	give	VBN
work_gniikk56ozfrdkymnqceabofwe	181	38	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	181	39	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	181	40	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	181	41	,	,	,
work_gniikk56ozfrdkymnqceabofwe	181	42	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	181	43	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	181	44	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	181	45	no	no	DT
work_gniikk56ozfrdkymnqceabofwe	181	46	lower	low	JJR
work_gniikk56ozfrdkymnqceabofwe	181	47	limit	limit	NN
work_gniikk56ozfrdkymnqceabofwe	181	48	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	181	49	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	181	50	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	181	51	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	181	52	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	181	53	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	181	54	must	must	MD
work_gniikk56ozfrdkymnqceabofwe	181	55	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	181	56	taken	take	VBN
work_gniikk56ozfrdkymnqceabofwe	181	57	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	181	58	year	year	NN
work_gniikk56ozfrdkymnqceabofwe	181	59	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	181	60	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	181	61	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	181	62	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	181	63	allowed	allow	VBN
work_gniikk56ozfrdkymnqceabofwe	181	64	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	181	65	stay	stay	VB
work_gniikk56ozfrdkymnqceabofwe	181	66	enrolled	enrol	VBN
work_gniikk56ozfrdkymnqceabofwe	181	67	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	181	68	as	as	RB
work_gniikk56ozfrdkymnqceabofwe	181	69	many	many	JJ
work_gniikk56ozfrdkymnqceabofwe	181	70	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	181	71	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	181	72	he	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	181	73	chooses	choose	VBZ
work_gniikk56ozfrdkymnqceabofwe	181	74	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	181	75	.	.	.
work_gniikk56ozfrdkymnqceabofwe	182	1	Again	again	RB
work_gniikk56ozfrdkymnqceabofwe	182	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	182	3	since	since	IN
work_gniikk56ozfrdkymnqceabofwe	182	4	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	182	5	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	182	6	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	182	7	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	182	8	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	182	9	taken	take	VBN
work_gniikk56ozfrdkymnqceabofwe	182	10	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	182	11	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	182	12	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	182	13	passed	pass	VBD
work_gniikk56ozfrdkymnqceabofwe	182	14	them	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	182	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	182	16	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	182	17	need	need	VBP
work_gniikk56ozfrdkymnqceabofwe	182	18	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	182	19	use	use	VB
work_gniikk56ozfrdkymnqceabofwe	182	20	Tobit	Tobit	NNP
work_gniikk56ozfrdkymnqceabofwe	182	21	analysis	analysis	NN
work_gniikk56ozfrdkymnqceabofwe	182	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	183	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	183	2	then	then	RB
work_gniikk56ozfrdkymnqceabofwe	183	3	estimate	estimate	VBP
work_gniikk56ozfrdkymnqceabofwe	183	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	183	5	following	following	JJ
work_gniikk56ozfrdkymnqceabofwe	183	6	equation	equation	NN
work_gniikk56ozfrdkymnqceabofwe	183	7	:	:	:
work_gniikk56ozfrdkymnqceabofwe	183	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	183	9	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	183	10	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	183	11	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	183	12	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	183	13	n	n	CC
work_gniikk56ozfrdkymnqceabofwe	183	14	X	X	NNP
work_gniikk56ozfrdkymnqceabofwe	183	15	bd	bd	NN
work_gniikk56ozfrdkymnqceabofwe	183	16	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	183	17	g	g	XX
work_gniikk56ozfrdkymnqceabofwe	183	18	?	?	.
work_gniikk56ozfrdkymnqceabofwe	184	1	-	-	:
work_gniikk56ozfrdkymnqceabofwe	184	2	-	-	:
work_gniikk56ozfrdkymnqceabofwe	184	3	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	184	4	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	184	5	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	184	6	reports	report	VBZ
work_gniikk56ozfrdkymnqceabofwe	184	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	184	8	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	184	9	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	184	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	184	11	Tobit	Tobit	NNP
work_gniikk56ozfrdkymnqceabofwe	184	12	estimations	estimation	NNS
work_gniikk56ozfrdkymnqceabofwe	184	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	184	14	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	184	15	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	184	16	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	184	17	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	184	18	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	184	19	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	184	20	ni	ni	NNP
work_gniikk56ozfrdkymnqceabofwe	184	21	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	184	22	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	184	23	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	184	24	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	184	25	characteristics	characteristic	NNS
work_gniikk56ozfrdkymnqceabofwe	184	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	185	1	Physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	185	2	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	185	3	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	185	4	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	185	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	185	6	like	like	IN
work_gniikk56ozfrdkymnqceabofwe	185	7	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	185	8	variables	variable	NNS
work_gniikk56ozfrdkymnqceabofwe	185	9	such	such	JJ
work_gniikk56ozfrdkymnqceabofwe	185	10	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	185	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	185	12	dummies	dummy	NNS
work_gniikk56ozfrdkymnqceabofwe	185	13	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	185	14	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	185	15	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	185	16	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	185	17	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	185	18	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	185	19	completed	complete	VBN
work_gniikk56ozfrdkymnqceabofwe	185	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	185	21	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	185	22	just	just	RB
work_gniikk56ozfrdkymnqceabofwe	185	23	out	out	IN
work_gniikk56ozfrdkymnqceabofwe	185	24	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	185	25	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	185	26	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	185	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	185	28	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	185	29	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	185	30	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	185	31	resident	resident	NN
work_gniikk56ozfrdkymnqceabofwe	185	32	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	185	33	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	185	34	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	185	35	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	185	36	location	location	NN
work_gniikk56ozfrdkymnqceabofwe	185	37	,	,	,
work_gniikk56ozfrdkymnqceabofwe	185	38	confirming	confirm	VBG
work_gniikk56ozfrdkymnqceabofwe	185	39	again	again	RB
work_gniikk56ozfrdkymnqceabofwe	185	40	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	185	41	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	185	42	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	185	43	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	185	44	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	185	45	composite	composite	JJ
work_gniikk56ozfrdkymnqceabofwe	185	46	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	185	47	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	185	48	.	.	.
work_gniikk56ozfrdkymnqceabofwe	186	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	186	2	dummy	dummy	NN
work_gniikk56ozfrdkymnqceabofwe	186	3	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	186	4	being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	186	5	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	186	6	male	male	JJ
work_gniikk56ozfrdkymnqceabofwe	186	7	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	186	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	186	9	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	186	10	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	186	11	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	186	12	explaining	explain	VBG
work_gniikk56ozfrdkymnqceabofwe	186	13	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	186	14	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	186	15	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	186	16	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	186	17	terms	term	NNS
work_gniikk56ozfrdkymnqceabofwe	186	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	186	19	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	186	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	186	21	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	186	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	187	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	187	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	187	3	performing	perform	VBG
work_gniikk56ozfrdkymnqceabofwe	187	4	separate	separate	JJ
work_gniikk56ozfrdkymnqceabofwe	187	5	regression	regression	NN
work_gniikk56ozfrdkymnqceabofwe	187	6	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	187	7	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	187	8	gender	gender	NN
work_gniikk56ozfrdkymnqceabofwe	187	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	187	10	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	187	11	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	187	12	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	187	13	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	187	14	appearance	appearance	NN
work_gniikk56ozfrdkymnqceabofwe	187	15	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	187	16	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	187	17	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	187	18	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	187	19	male	male	JJ
work_gniikk56ozfrdkymnqceabofwe	187	20	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	187	21	.	.	.
work_gniikk56ozfrdkymnqceabofwe	188	1	Moving	move	VBG
work_gniikk56ozfrdkymnqceabofwe	188	2	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	188	3	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	188	4	standard	standard	JJ
work_gniikk56ozfrdkymnqceabofwe	188	5	deviation	deviation	NN
work_gniikk56ozfrdkymnqceabofwe	188	6	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	188	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	188	8	mean	mean	NN
work_gniikk56ozfrdkymnqceabofwe	188	9	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	188	10	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	188	11	standard	standard	JJ
work_gniikk56ozfrdkymnqceabofwe	188	12	deviation	deviation	NN
work_gniikk56ozfrdkymnqceabofwe	188	13	above	above	IN
work_gniikk56ozfrdkymnqceabofwe	188	14	increases	increase	VBZ
work_gniikk56ozfrdkymnqceabofwe	188	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	188	16	12	12	CD
work_gniikk56ozfrdkymnqceabofwe	188	17	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	188	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	188	19	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	188	20	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	188	21	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	188	22	about	about	RB
work_gniikk56ozfrdkymnqceabofwe	188	23	25	25	CD
work_gniikk56ozfrdkymnqceabofwe	188	24	%	%	NN
work_gniikk56ozfrdkymnqceabofwe	188	25	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	188	26	respect	respect	NN
work_gniikk56ozfrdkymnqceabofwe	188	27	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	188	28	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	188	29	mean	mean	NN
work_gniikk56ozfrdkymnqceabofwe	188	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	189	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	189	2	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	189	3	confirms	confirm	VBZ
work_gniikk56ozfrdkymnqceabofwe	189	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	189	5	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	189	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	189	7	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	189	8	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	189	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	189	10	composite	composite	JJ
work_gniikk56ozfrdkymnqceabofwe	189	11	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	189	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	189	13	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	189	14	already	already	RB
work_gniikk56ozfrdkymnqceabofwe	189	15	seen	see	VBN
work_gniikk56ozfrdkymnqceabofwe	189	16	before	before	RB
work_gniikk56ozfrdkymnqceabofwe	189	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	189	18	both	both	CC
work_gniikk56ozfrdkymnqceabofwe	189	19	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	189	20	significance	significance	NN
work_gniikk56ozfrdkymnqceabofwe	189	21	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	189	22	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	189	23	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	189	24	order	order	NN
work_gniikk56ozfrdkymnqceabofwe	189	25	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	189	26	magnitude	magnitude	NN
work_gniikk56ozfrdkymnqceabofwe	189	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	190	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	190	2	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	190	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	190	4	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	190	5	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	190	6	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	190	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	190	8	interval	interval	NN
work_gniikk56ozfrdkymnqceabofwe	190	9	considered	consider	VBN
work_gniikk56ozfrdkymnqceabofwe	190	10	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	190	11	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	190	12	clear	clear	JJ
work_gniikk56ozfrdkymnqceabofwe	190	13	measure	measure	NN
work_gniikk56ozfrdkymnqceabofwe	190	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	190	15	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	190	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	190	17	thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	190	18	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	190	19	believe	believe	VBP
work_gniikk56ozfrdkymnqceabofwe	190	20	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	190	21	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	190	22	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	190	23	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	190	24	signal	signal	NN
work_gniikk56ozfrdkymnqceabofwe	190	25	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	190	26	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	190	27	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	190	28	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	190	29	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	190	30	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	190	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	191	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	191	2	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	191	3	variable	variable	NN
work_gniikk56ozfrdkymnqceabofwe	191	4	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	191	5	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	191	6	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	191	7	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	191	8	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	191	9	employ	employ	VBP
work_gniikk56ozfrdkymnqceabofwe	191	10	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	191	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	191	12	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	191	13	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	191	14	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	191	15	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	191	16	thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	191	17	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	191	18	estimate	estimate	VBP
work_gniikk56ozfrdkymnqceabofwe	191	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	191	20	following	following	NN
work_gniikk56ozfrdkymnqceabofwe	191	21	:	:	:
work_gniikk56ozfrdkymnqceabofwe	191	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	191	23	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	191	24	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	191	25	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	191	26	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	191	27	g	g	NN
work_gniikk56ozfrdkymnqceabofwe	191	28	X	X	NNP
work_gniikk56ozfrdkymnqceabofwe	191	29	bd	bd	NN
work_gniikk56ozfrdkymnqceabofwe	191	30	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	191	31	g	g	XX
work_gniikk56ozfrdkymnqceabofwe	191	32	?	?	.
work_gniikk56ozfrdkymnqceabofwe	192	1	-	-	:
work_gniikk56ozfrdkymnqceabofwe	192	2	-	-	:
work_gniikk56ozfrdkymnqceabofwe	192	3	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	192	4	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	192	5	g	g	VBZ
work_gniikk56ozfrdkymnqceabofwe	192	6	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	192	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	192	8	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	192	9	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	192	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	192	11	obtained	obtain	VBN
work_gniikk56ozfrdkymnqceabofwe	192	12	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	192	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	192	14	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	192	15	.	.	.
work_gniikk56ozfrdkymnqceabofwe	193	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	193	2	measure	measure	NN
work_gniikk56ozfrdkymnqceabofwe	193	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	193	4	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	193	5	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	193	6	censored	censor	VBN
work_gniikk56ozfrdkymnqceabofwe	193	7	too	too	RB
work_gniikk56ozfrdkymnqceabofwe	193	8	.	.	.
work_gniikk56ozfrdkymnqceabofwe	194	1	Indeed	indeed	RB
work_gniikk56ozfrdkymnqceabofwe	194	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	194	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	194	4	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	194	5	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	194	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	194	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	194	8	scale	scale	NN
work_gniikk56ozfrdkymnqceabofwe	194	9	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	194	10	0	0	CD
work_gniikk56ozfrdkymnqceabofwe	194	11	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	194	12	30	30	CD
work_gniikk56ozfrdkymnqceabofwe	194	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	194	14	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	194	15	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	194	16	order	order	NN
work_gniikk56ozfrdkymnqceabofwe	194	17	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	194	18	pass	pass	VB
work_gniikk56ozfrdkymnqceabofwe	194	19	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	194	20	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	194	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	194	22	minimum	minimum	JJ
work_gniikk56ozfrdkymnqceabofwe	194	23	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	194	24	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	194	25	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	194	26	,	,	,
work_gniikk56ozfrdkymnqceabofwe	194	27	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	194	28	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	194	29	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	194	30	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	194	31	general	general	JJ
work_gniikk56ozfrdkymnqceabofwe	194	32	practice	practice	NN
work_gniikk56ozfrdkymnqceabofwe	194	33	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	194	34	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	194	35	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	194	36	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	194	37	equal	equal	VBP
work_gniikk56ozfrdkymnqceabofwe	194	38	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	194	39	above	above	IN
work_gniikk56ozfrdkymnqceabofwe	194	40	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	194	41	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	194	42	registered	register	VBN
work_gniikk56ozfrdkymnqceabofwe	194	43	,	,	,
work_gniikk56ozfrdkymnqceabofwe	194	44	while	while	IN
work_gniikk56ozfrdkymnqceabofwe	194	45	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	194	46	case	case	NN
work_gniikk56ozfrdkymnqceabofwe	194	47	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	194	48	failing	fail	VBG
work_gniikk56ozfrdkymnqceabofwe	194	49	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	194	50	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	194	51	,	,	,
work_gniikk56ozfrdkymnqceabofwe	194	52	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	194	53	,	,	,
work_gniikk56ozfrdkymnqceabofwe	194	54	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	194	55	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	194	56	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	194	57	,	,	,
work_gniikk56ozfrdkymnqceabofwe	194	58	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	194	59	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	194	60	censored	censor	VBN
work_gniikk56ozfrdkymnqceabofwe	194	61	.	.	.
work_gniikk56ozfrdkymnqceabofwe	195	1	To	to	TO
work_gniikk56ozfrdkymnqceabofwe	195	2	control	control	VB
work_gniikk56ozfrdkymnqceabofwe	195	3	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	195	4	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	195	5	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	195	6	use	use	VBP
work_gniikk56ozfrdkymnqceabofwe	195	7	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	195	8	Tobit	Tobit	NNP
work_gniikk56ozfrdkymnqceabofwe	195	9	regression	regression	NN
work_gniikk56ozfrdkymnqceabofwe	195	10	model	model	NN
work_gniikk56ozfrdkymnqceabofwe	195	11	.	.	.
work_gniikk56ozfrdkymnqceabofwe	196	1	As	as	IN
work_gniikk56ozfrdkymnqceabofwe	196	2	before	before	RB
work_gniikk56ozfrdkymnqceabofwe	196	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	196	4	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	196	5	does	do	VBZ
work_gniikk56ozfrdkymnqceabofwe	196	6	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	196	7	seem	seem	VB
work_gniikk56ozfrdkymnqceabofwe	196	8	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	196	9	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	196	10	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	196	11	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	196	12	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	196	13	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	196	14	females	female	NNS
work_gniikk56ozfrdkymnqceabofwe	196	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	196	16	while	while	IN
work_gniikk56ozfrdkymnqceabofwe	196	17	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	196	18	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	196	19	significantly	significantly	RB
work_gniikk56ozfrdkymnqceabofwe	196	20	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	196	21	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	196	22	zero	zero	CD
work_gniikk56ozfrdkymnqceabofwe	196	23	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	196	24	males	male	NNS
work_gniikk56ozfrdkymnqceabofwe	196	25	even	even	RB
work_gniikk56ozfrdkymnqceabofwe	196	26	though	though	IN
work_gniikk56ozfrdkymnqceabofwe	196	27	its	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	196	28	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	196	29	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	196	30	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	196	31	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	196	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	197	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	197	2	dummies	dummy	NNS
work_gniikk56ozfrdkymnqceabofwe	197	3	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	197	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	197	5	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	197	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	197	7	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	197	8	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	197	9	attended	attend	VBN
work_gniikk56ozfrdkymnqceabofwe	197	10	before	before	IN
work_gniikk56ozfrdkymnqceabofwe	197	11	enrolling	enrol	VBG
work_gniikk56ozfrdkymnqceabofwe	197	12	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	197	13	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	197	14	plus	plus	CC
work_gniikk56ozfrdkymnqceabofwe	197	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	197	16	final	final	JJ
work_gniikk56ozfrdkymnqceabofwe	197	17	high	high	JJ
work_gniikk56ozfrdkymnqceabofwe	197	18	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	197	19	grade	grade	NN
work_gniikk56ozfrdkymnqceabofwe	197	20	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	197	21	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	197	22	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	197	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	198	1	Following	follow	VBG
work_gniikk56ozfrdkymnqceabofwe	198	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	198	3	second	second	JJ
work_gniikk56ozfrdkymnqceabofwe	198	4	path	path	NN
work_gniikk56ozfrdkymnqceabofwe	198	5	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	198	6	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	198	7	investigation	investigation	NN
work_gniikk56ozfrdkymnqceabofwe	198	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	198	9	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	198	10	look	look	VBP
work_gniikk56ozfrdkymnqceabofwe	198	11	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	198	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	198	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	198	14	possibly	possibly	RB
work_gniikk56ozfrdkymnqceabofwe	198	15	differential	differential	VB
work_gniikk56ozfrdkymnqceabofwe	198	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	198	17	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	198	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	198	19	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	198	20	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	198	21	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	198	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	198	23	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	198	24	examinations	examination	NNS
work_gniikk56ozfrdkymnqceabofwe	198	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	199	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	199	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	199	3	years	year	NNS
work_gniikk56ozfrdkymnqceabofwe	199	4	under	under	IN
work_gniikk56ozfrdkymnqceabofwe	199	5	consideration	consideration	NN
work_gniikk56ozfrdkymnqceabofwe	199	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	199	7	37	37	CD
work_gniikk56ozfrdkymnqceabofwe	199	8	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	199	9	were	be	VBD
work_gniikk56ozfrdkymnqceabofwe	199	10	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	199	11	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	199	12	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	199	13	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	199	14	order	order	NN
work_gniikk56ozfrdkymnqceabofwe	199	15	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	199	16	graduate	graduate	VB
work_gniikk56ozfrdkymnqceabofwe	199	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	199	18	obtain	obtain	VB
work_gniikk56ozfrdkymnqceabofwe	199	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	199	20	Laurea	Laurea	NNP
work_gniikk56ozfrdkymnqceabofwe	199	21	.	.	.
work_gniikk56ozfrdkymnqceabofwe	200	1	However	however	RB
work_gniikk56ozfrdkymnqceabofwe	200	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	200	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	200	4	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	200	5	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	200	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	200	7	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	200	8	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	200	9	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	200	10	active	active	JJ
work_gniikk56ozfrdkymnqceabofwe	200	11	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	200	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	200	13	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	200	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	200	15	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	200	16	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	200	17	took	take	VBD
work_gniikk56ozfrdkymnqceabofwe	200	18	at	at	RB
work_gniikk56ozfrdkymnqceabofwe	200	19	least	least	RBS
work_gniikk56ozfrdkymnqceabofwe	200	20	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	200	21	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	200	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	200	23	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	200	24	just	just	RB
work_gniikk56ozfrdkymnqceabofwe	200	25	below	below	IN
work_gniikk56ozfrdkymnqceabofwe	200	26	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	200	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	200	28	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	200	29	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	200	30	ten	ten	CD
work_gniikk56ozfrdkymnqceabofwe	200	31	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	200	32	actually	actually	RB
work_gniikk56ozfrdkymnqceabofwe	200	33	finished	finish	VBD
work_gniikk56ozfrdkymnqceabofwe	200	34	all	all	PDT
work_gniikk56ozfrdkymnqceabofwe	200	35	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	200	36	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	200	37	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	200	38	graduated	graduate	VBD
work_gniikk56ozfrdkymnqceabofwe	200	39	.	.	.
work_gniikk56ozfrdkymnqceabofwe	201	1	Thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	201	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	201	3	even	even	RB
work_gniikk56ozfrdkymnqceabofwe	201	4	though	though	IN
work_gniikk56ozfrdkymnqceabofwe	201	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	201	6	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	201	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	201	8	exam	exam	NN
work_gniikk56ozfrdkymnqceabofwe	201	9	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	201	10	each	each	DT
work_gniikk56ozfrdkymnqceabofwe	201	11	course	course	NN
work_gniikk56ozfrdkymnqceabofwe	201	12	–	–	:
work_gniikk56ozfrdkymnqceabofwe	201	13	either	either	CC
work_gniikk56ozfrdkymnqceabofwe	201	14	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	201	15	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	201	16	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	201	17	–	–	:
work_gniikk56ozfrdkymnqceabofwe	201	18	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	201	19	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	201	20	choice	choice	NN
work_gniikk56ozfrdkymnqceabofwe	201	21	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	201	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	201	23	professor	professor	NN
work_gniikk56ozfrdkymnqceabofwe	201	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	201	25	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	201	26	exams	exam	VBZ
work_gniikk56ozfrdkymnqceabofwe	201	27	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	201	28	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	201	29	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	201	30	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	201	31	decided	decide	VBN
work_gniikk56ozfrdkymnqceabofwe	201	32	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	201	33	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	201	34	student	student	NN
work_gniikk56ozfrdkymnqceabofwe	201	35	.	.	.
work_gniikk56ozfrdkymnqceabofwe	202	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	202	2	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	202	3	4	4	CD
work_gniikk56ozfrdkymnqceabofwe	202	4	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	202	5	report	report	VBP
work_gniikk56ozfrdkymnqceabofwe	202	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	202	7	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	202	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	202	9	Tobit	Tobit	NNP
work_gniikk56ozfrdkymnqceabofwe	202	10	regressions	regression	NNS
work_gniikk56ozfrdkymnqceabofwe	202	11	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	202	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	202	13	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	202	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	202	15	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	202	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	202	17	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	202	18	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	202	19	respectively	respectively	RB
work_gniikk56ozfrdkymnqceabofwe	202	20	.	.	.
work_gniikk56ozfrdkymnqceabofwe	203	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	203	2	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	203	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	203	4	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	203	5	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	203	6	males	male	NNS
work_gniikk56ozfrdkymnqceabofwe	203	7	appears	appear	VBZ
work_gniikk56ozfrdkymnqceabofwe	203	8	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	203	9	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	203	10	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	203	11	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	203	12	both	both	DT
work_gniikk56ozfrdkymnqceabofwe	203	13	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	203	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	203	15	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	203	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	203	17	but	but	CC
work_gniikk56ozfrdkymnqceabofwe	203	18	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	203	19	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	203	20	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	203	21	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	203	22	examinations	examination	NNS
work_gniikk56ozfrdkymnqceabofwe	203	23	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	203	24	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	203	25	identical	identical	JJ
work_gniikk56ozfrdkymnqceabofwe	203	26	increase	increase	NN
work_gniikk56ozfrdkymnqceabofwe	203	27	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	203	28	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	203	29	increase	increase	VBP
work_gniikk56ozfrdkymnqceabofwe	203	30	almost	almost	RB
work_gniikk56ozfrdkymnqceabofwe	203	31	twice	twice	PDT
work_gniikk56ozfrdkymnqceabofwe	203	32	as	as	RB
work_gniikk56ozfrdkymnqceabofwe	203	33	much	much	JJ
work_gniikk56ozfrdkymnqceabofwe	203	34	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	203	35	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	203	36	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	203	37	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	203	38	.	.	.
work_gniikk56ozfrdkymnqceabofwe	204	1	If	if	IN
work_gniikk56ozfrdkymnqceabofwe	204	2	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	204	3	believe	believe	VBP
work_gniikk56ozfrdkymnqceabofwe	204	4	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	204	5	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	204	6	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	204	7	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	204	8	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	204	9	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	204	10	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	204	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	204	12	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	204	13	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	204	14	expect	expect	VB
work_gniikk56ozfrdkymnqceabofwe	204	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	204	16	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	204	17	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	204	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	204	19	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	204	20	handsome	handsome	JJ
work_gniikk56ozfrdkymnqceabofwe	204	21	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	204	22	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	204	23	take	take	VB
work_gniikk56ozfrdkymnqceabofwe	204	24	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	204	25	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	204	26	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	204	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	204	28	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	204	29	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	204	30	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	204	31	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	204	32	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	204	33	appreciated	appreciate	VBN
work_gniikk56ozfrdkymnqceabofwe	204	34	.	.	.
work_gniikk56ozfrdkymnqceabofwe	205	1	Since	since	IN
work_gniikk56ozfrdkymnqceabofwe	205	2	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	205	3	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	205	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	205	5	opposite	opposite	JJ
work_gniikk56ozfrdkymnqceabofwe	205	6	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	205	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	205	8	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	205	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	205	10	that	that	DT
work_gniikk56ozfrdkymnqceabofwe	205	11	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	205	12	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	205	13	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	205	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	205	15	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	205	16	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	205	17	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	205	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	205	19	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	205	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	205	21	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	205	22	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	205	23	,	,	,
work_gniikk56ozfrdkymnqceabofwe	205	24	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	205	25	believe	believe	VBP
work_gniikk56ozfrdkymnqceabofwe	205	26	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	205	27	gives	give	VBZ
work_gniikk56ozfrdkymnqceabofwe	205	28	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	205	29	support	support	NN
work_gniikk56ozfrdkymnqceabofwe	205	30	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	205	31	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	205	32	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	205	33	hypothesis	hypothesis	NN
work_gniikk56ozfrdkymnqceabofwe	205	34	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	205	35	less	less	JJR
work_gniikk56ozfrdkymnqceabofwe	205	36	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	205	37	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	205	38	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	205	39	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	205	40	hypothesis	hypothesis	NN
work_gniikk56ozfrdkymnqceabofwe	205	41	.	.	.
work_gniikk56ozfrdkymnqceabofwe	206	1	Looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	206	2	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	206	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	206	4	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	206	5	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	206	6	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	206	7	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	206	8	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	206	9	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	206	10	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	206	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	206	12	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	206	13	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	206	14	5	5	CD
work_gniikk56ozfrdkymnqceabofwe	206	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	206	16	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	206	17	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	206	18	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	206	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	206	20	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	206	21	coefficient	coefficient	NN
work_gniikk56ozfrdkymnqceabofwe	206	22	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	206	23	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	206	24	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	206	25	both	both	CC
work_gniikk56ozfrdkymnqceabofwe	206	26	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	206	27	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	206	28	written	written	JJ
work_gniikk56ozfrdkymnqceabofwe	206	29	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	206	30	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	206	31	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	206	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	207	1	Again	again	RB
work_gniikk56ozfrdkymnqceabofwe	207	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	207	3	13	13	CD
work_gniikk56ozfrdkymnqceabofwe	207	4	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	207	5	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	207	6	stronger	strong	JJR
work_gniikk56ozfrdkymnqceabofwe	207	7	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	207	8	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	207	9	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	207	10	.	.	.
work_gniikk56ozfrdkymnqceabofwe	208	1	8	8	CD
work_gniikk56ozfrdkymnqceabofwe	208	2	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	208	3	believe	believe	VBP
work_gniikk56ozfrdkymnqceabofwe	208	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	208	5	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	208	6	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	208	7	had	have	VBD
work_gniikk56ozfrdkymnqceabofwe	208	8	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	208	9	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	208	10	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	208	11	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	208	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	208	13	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	208	14	should	should	MD
work_gniikk56ozfrdkymnqceabofwe	208	15	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	208	16	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	208	17	greater	great	JJR
work_gniikk56ozfrdkymnqceabofwe	208	18	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	208	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	208	20	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	208	21	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	208	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	208	23	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	208	24	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	208	25	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	208	26	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	208	27	,	,	,
work_gniikk56ozfrdkymnqceabofwe	208	28	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	208	29	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	208	30	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	208	31	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	208	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	209	1	Again	again	RB
work_gniikk56ozfrdkymnqceabofwe	209	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	209	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	209	4	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	209	5	lack	lack	NN
work_gniikk56ozfrdkymnqceabofwe	209	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	209	7	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	209	8	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	209	9	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	209	10	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	209	11	last	last	JJ
work_gniikk56ozfrdkymnqceabofwe	209	12	set	set	NN
work_gniikk56ozfrdkymnqceabofwe	209	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	209	14	regressions	regression	NNS
work_gniikk56ozfrdkymnqceabofwe	209	15	appears	appear	VBZ
work_gniikk56ozfrdkymnqceabofwe	209	16	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	209	17	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	209	18	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	209	19	consistent	consistent	JJ
work_gniikk56ozfrdkymnqceabofwe	209	20	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	209	21	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	209	22	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	209	23	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	209	24	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	209	25	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	209	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	210	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	210	2	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	210	3	investigate	investigate	VBP
work_gniikk56ozfrdkymnqceabofwe	210	4	whether	whether	IN
work_gniikk56ozfrdkymnqceabofwe	210	5	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	210	6	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	210	7	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	210	8	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	210	9	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	210	10	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	210	11	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	210	12	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	210	13	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	210	14	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	210	15	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	210	16	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	210	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	210	18	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	210	19	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	210	20	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	210	21	estimating	estimate	VBG
work_gniikk56ozfrdkymnqceabofwe	210	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	210	23	following	follow	VBG
work_gniikk56ozfrdkymnqceabofwe	210	24	:	:	:
work_gniikk56ozfrdkymnqceabofwe	210	25	,	,	,
work_gniikk56ozfrdkymnqceabofwe	210	26	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	210	27	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	210	28	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	210	29	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	210	30	perf	perf	VBP
work_gniikk56ozfrdkymnqceabofwe	210	31	X	X	NNP
work_gniikk56ozfrdkymnqceabofwe	210	32	bd	bd	NN
work_gniikk56ozfrdkymnqceabofwe	210	33	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	210	34	gF	gF	NNP
work_gniikk56ozfrdkymnqceabofwe	210	35	?	?	.
work_gniikk56ozfrdkymnqceabofwe	211	1	-	-	:
work_gniikk56ozfrdkymnqceabofwe	211	2	-	-	:
work_gniikk56ozfrdkymnqceabofwe	211	3	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	211	4	Fperfi	Fperfi	NNP
work_gniikk56ozfrdkymnqceabofwe	211	5	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	211	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	211	7	difference	difference	NN
work_gniikk56ozfrdkymnqceabofwe	211	8	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	211	9	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	211	10	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	211	11	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	211	12	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	211	13	written	written	JJ
work_gniikk56ozfrdkymnqceabofwe	211	14	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	211	15	.	.	.
work_gniikk56ozfrdkymnqceabofwe	212	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	212	2	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	212	3	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	212	4	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	212	5	case	case	NN
work_gniikk56ozfrdkymnqceabofwe	212	6	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	212	7	measured	measure	VBN
work_gniikk56ozfrdkymnqceabofwe	212	8	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	212	9	terms	term	NNS
work_gniikk56ozfrdkymnqceabofwe	212	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	212	11	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	212	12	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	212	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	212	14	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	212	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	212	16	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	212	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	212	18	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	212	19	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	212	20	will	will	MD
work_gniikk56ozfrdkymnqceabofwe	212	21	describe	describe	VB
work_gniikk56ozfrdkymnqceabofwe	212	22	shortly	shortly	RB
work_gniikk56ozfrdkymnqceabofwe	212	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	213	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	213	2	general	general	JJ
work_gniikk56ozfrdkymnqceabofwe	213	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	213	4	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	213	5	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	213	6	believe	believe	VBP
work_gniikk56ozfrdkymnqceabofwe	213	7	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	213	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	213	9	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	213	10	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	213	11	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	213	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	213	13	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	213	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	213	15	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	213	16	should	should	MD
work_gniikk56ozfrdkymnqceabofwe	213	17	expect	expect	VB
work_gniikk56ozfrdkymnqceabofwe	213	18	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	213	19	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	213	20	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	213	21	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	213	22	good	good	JJ
work_gniikk56ozfrdkymnqceabofwe	213	23	looking	looking	JJ
work_gniikk56ozfrdkymnqceabofwe	213	24	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	213	25	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	213	26	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	213	27	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	213	28	,	,	,
work_gniikk56ozfrdkymnqceabofwe	213	29	especially	especially	RB
work_gniikk56ozfrdkymnqceabofwe	213	30	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	213	31	terms	term	NNS
work_gniikk56ozfrdkymnqceabofwe	213	32	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	213	33	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	213	34	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	213	35	.	.	.
work_gniikk56ozfrdkymnqceabofwe	214	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	214	2	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	214	3	words	word	NNS
work_gniikk56ozfrdkymnqceabofwe	214	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	214	5	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	214	6	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	214	7	show	show	VBP
work_gniikk56ozfrdkymnqceabofwe	214	8	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	214	9	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	214	10	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	214	11	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	214	12	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	214	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	214	14	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	214	15	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	214	16	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	214	17	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	214	18	have	have	VB
work_gniikk56ozfrdkymnqceabofwe	214	19	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	214	20	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	214	21	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	214	22	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	214	23	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	214	24	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	214	25	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	214	26	,	,	,
work_gniikk56ozfrdkymnqceabofwe	214	27	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	214	28	,	,	,
work_gniikk56ozfrdkymnqceabofwe	214	29	0,i	0,i	NN
work_gniikk56ozfrdkymnqceabofwe	214	30	@	@	NFP
work_gniikk56ozfrdkymnqceabofwe	214	31	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	214	32	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	214	33	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	214	34	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	214	35	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	214	36	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	214	37	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	214	38	.	.	.
work_gniikk56ozfrdkymnqceabofwe	215	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	215	2	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	215	3	6	6	CD
work_gniikk56ozfrdkymnqceabofwe	215	4	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	215	5	report	report	VBP
work_gniikk56ozfrdkymnqceabofwe	215	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	215	7	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	215	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	215	9	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	215	10	OLS	OLS	NNP
work_gniikk56ozfrdkymnqceabofwe	215	11	regression	regression	NN
work_gniikk56ozfrdkymnqceabofwe	215	12	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	215	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	215	14	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	215	15	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	215	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	215	17	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	215	18	grades	grade	NNS
work_gniikk56ozfrdkymnqceabofwe	215	19	obtained	obtain	VBN
work_gniikk56ozfrdkymnqceabofwe	215	20	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	215	21	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	215	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	215	23	written	written	JJ
work_gniikk56ozfrdkymnqceabofwe	215	24	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	215	25	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	215	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	215	27	usual	usual	JJ
work_gniikk56ozfrdkymnqceabofwe	215	28	explanatory	explanatory	JJ
work_gniikk56ozfrdkymnqceabofwe	215	29	variables	variable	NNS
work_gniikk56ozfrdkymnqceabofwe	215	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	216	1	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	216	2	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	216	3	coefficient	coefficient	NN
work_gniikk56ozfrdkymnqceabofwe	216	4	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	216	5	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	216	6	significantly	significantly	RB
work_gniikk56ozfrdkymnqceabofwe	216	7	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	216	8	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	216	9	zero	zero	CD
work_gniikk56ozfrdkymnqceabofwe	216	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	216	11	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	216	12	almost	almost	RB
work_gniikk56ozfrdkymnqceabofwe	216	13	all	all	DT
work_gniikk56ozfrdkymnqceabofwe	216	14	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	216	15	explanatory	explanatory	JJ
work_gniikk56ozfrdkymnqceabofwe	216	16	variables	variable	NNS
work_gniikk56ozfrdkymnqceabofwe	216	17	.	.	.
work_gniikk56ozfrdkymnqceabofwe	217	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	217	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	217	3	same	same	JJ
work_gniikk56ozfrdkymnqceabofwe	217	4	table	table	NN
work_gniikk56ozfrdkymnqceabofwe	217	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	217	6	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	217	7	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	217	8	look	look	VBP
work_gniikk56ozfrdkymnqceabofwe	217	9	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	217	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	217	11	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	217	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	217	13	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	217	14	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	217	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	217	16	difference	difference	NN
work_gniikk56ozfrdkymnqceabofwe	217	17	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	217	18	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	217	19	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	217	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	217	21	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	217	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	217	23	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	217	24	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	217	25	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	217	26	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	217	27	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	217	28	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	217	29	.	.	.
work_gniikk56ozfrdkymnqceabofwe	218	1	To	to	TO
work_gniikk56ozfrdkymnqceabofwe	218	2	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	218	3	consistent	consistent	JJ
work_gniikk56ozfrdkymnqceabofwe	218	4	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	218	5	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	218	6	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	218	7	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	218	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	218	9	explanation	explanation	NN
work_gniikk56ozfrdkymnqceabofwe	218	10	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	218	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	218	12	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	218	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	218	14	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	218	15	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	218	16	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	218	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	218	18	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	218	19	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	218	20	expect	expect	VB
work_gniikk56ozfrdkymnqceabofwe	218	21	i	i	PRP
work_gniikk56ozfrdkymnqceabofwe	218	22	>	>	XX
work_gniikk56ozfrdkymnqceabofwe	218	23	0	0	CD
work_gniikk56ozfrdkymnqceabofwe	218	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	218	25	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	218	26	,	,	,
work_gniikk56ozfrdkymnqceabofwe	218	27	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	218	28	handsome	handsome	JJ
work_gniikk56ozfrdkymnqceabofwe	218	29	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	218	30	doing	do	VBG
work_gniikk56ozfrdkymnqceabofwe	218	31	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	218	32	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	218	33	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	218	34	.	.	.
work_gniikk56ozfrdkymnqceabofwe	219	1	Instead	instead	RB
work_gniikk56ozfrdkymnqceabofwe	219	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	219	3	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	219	4	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	219	5	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	219	6	when	when	WRB
work_gniikk56ozfrdkymnqceabofwe	219	7	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	219	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	219	9	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	219	10	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	219	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	219	12	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	219	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	219	14	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	219	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	219	16	regression	regression	NN
work_gniikk56ozfrdkymnqceabofwe	219	17	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	219	18	males	male	NNS
work_gniikk56ozfrdkymnqceabofwe	219	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	219	20	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	219	21	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	219	22	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	219	23	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	219	24	negative	negative	JJ
work_gniikk56ozfrdkymnqceabofwe	219	25	,	,	,
work_gniikk56ozfrdkymnqceabofwe	219	26	meaning	mean	VBG
work_gniikk56ozfrdkymnqceabofwe	219	27	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	219	28	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	219	29	looking	looking	JJ
work_gniikk56ozfrdkymnqceabofwe	219	30	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	219	31	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	219	32	passed	pass	VBN
work_gniikk56ozfrdkymnqceabofwe	219	33	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	219	34	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	219	35	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	219	36	.	.	.
work_gniikk56ozfrdkymnqceabofwe	220	1	Again	again	RB
work_gniikk56ozfrdkymnqceabofwe	220	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	220	3	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	220	4	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	220	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	220	6	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	220	7	believe	believe	VBP
work_gniikk56ozfrdkymnqceabofwe	220	8	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	220	9	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	220	10	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	220	11	would	would	MD
work_gniikk56ozfrdkymnqceabofwe	220	12	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	220	13	consistent	consistent	JJ
work_gniikk56ozfrdkymnqceabofwe	220	14	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	220	15	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	220	16	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	220	17	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	220	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	220	19	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	220	20	.	.	.
work_gniikk56ozfrdkymnqceabofwe	221	1	To	to	TO
work_gniikk56ozfrdkymnqceabofwe	221	2	summarize	summarize	VB
work_gniikk56ozfrdkymnqceabofwe	221	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	221	4	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	221	5	believe	believe	VBP
work_gniikk56ozfrdkymnqceabofwe	221	6	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	221	7	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	221	8	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	221	9	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	221	10	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	221	11	allows	allow	VBZ
work_gniikk56ozfrdkymnqceabofwe	221	12	us	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	221	13	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	221	14	reject	reject	VB
work_gniikk56ozfrdkymnqceabofwe	221	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	221	16	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	221	17	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	221	18	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	221	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	221	20	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	221	21	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	221	22	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	221	23	.	.	.
work_gniikk56ozfrdkymnqceabofwe	222	1	Instead	instead	RB
work_gniikk56ozfrdkymnqceabofwe	222	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	222	3	given	give	VBN
work_gniikk56ozfrdkymnqceabofwe	222	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	222	5	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	222	6	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	222	7	dataset	dataset	JJ
work_gniikk56ozfrdkymnqceabofwe	222	8	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	222	9	does	do	VBZ
work_gniikk56ozfrdkymnqceabofwe	222	10	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	222	11	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	222	12	affect	affect	VB
work_gniikk56ozfrdkymnqceabofwe	222	13	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	222	14	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	222	15	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	222	16	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	222	17	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	222	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	222	19	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	222	20	argue	argue	VBP
work_gniikk56ozfrdkymnqceabofwe	222	21	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	222	22	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	222	23	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	222	24	opt	opt	VB
work_gniikk56ozfrdkymnqceabofwe	222	25	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	222	26	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	222	27	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	222	28	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	222	29	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	222	30	explanation	explanation	NN
work_gniikk56ozfrdkymnqceabofwe	222	31	:	:	:
work_gniikk56ozfrdkymnqceabofwe	222	32	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	222	33	handsome	handsome	JJ
work_gniikk56ozfrdkymnqceabofwe	222	34	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	222	35	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	222	36	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	222	37	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	222	38	productive	productive	JJ
work_gniikk56ozfrdkymnqceabofwe	222	39	.	.	.
work_gniikk56ozfrdkymnqceabofwe	223	1	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	223	2	explore	explore	VBP
work_gniikk56ozfrdkymnqceabofwe	223	3	possible	possible	JJ
work_gniikk56ozfrdkymnqceabofwe	223	4	explanations	explanation	NNS
work_gniikk56ozfrdkymnqceabofwe	223	5	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	223	6	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	223	7	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	223	8	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	223	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	223	10	following	following	JJ
work_gniikk56ozfrdkymnqceabofwe	223	11	section	section	NN
work_gniikk56ozfrdkymnqceabofwe	223	12	.	.	.
work_gniikk56ozfrdkymnqceabofwe	224	1	8	8	CD
work_gniikk56ozfrdkymnqceabofwe	224	2	Incidentally	incidentally	RB
work_gniikk56ozfrdkymnqceabofwe	224	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	224	4	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	224	5	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	224	6	seems	seem	VBZ
work_gniikk56ozfrdkymnqceabofwe	224	7	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	224	8	provide	provide	VB
work_gniikk56ozfrdkymnqceabofwe	224	9	support	support	NN
work_gniikk56ozfrdkymnqceabofwe	224	10	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	224	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	224	12	theory	theory	NN
work_gniikk56ozfrdkymnqceabofwe	224	13	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	224	14	society	society	NN
work_gniikk56ozfrdkymnqceabofwe	224	15	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	224	16	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	224	17	expectations	expectation	NNS
work_gniikk56ozfrdkymnqceabofwe	224	18	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	224	19	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	224	20	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	224	21	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	224	22	beautiful	beautiful	JJ
work_gniikk56ozfrdkymnqceabofwe	224	23	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	224	24	compared	compare	VBN
work_gniikk56ozfrdkymnqceabofwe	224	25	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	224	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	224	27	rest	rest	NN
work_gniikk56ozfrdkymnqceabofwe	224	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	225	1	Given	give	VBN
work_gniikk56ozfrdkymnqceabofwe	225	2	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	225	3	expectations	expectation	NNS
work_gniikk56ozfrdkymnqceabofwe	225	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	225	5	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	225	6	average	average	JJ
work_gniikk56ozfrdkymnqceabofwe	225	7	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	225	8	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	225	9	14	14	CD
work_gniikk56ozfrdkymnqceabofwe	225	10	IV	IV	NNP
work_gniikk56ozfrdkymnqceabofwe	225	11	.	.	.
work_gniikk56ozfrdkymnqceabofwe	226	1	Discussion	discussion	NN
work_gniikk56ozfrdkymnqceabofwe	226	2	:	:	:
work_gniikk56ozfrdkymnqceabofwe	226	3	Why	why	WRB
work_gniikk56ozfrdkymnqceabofwe	226	4	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	226	5	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	226	6	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	226	7	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	226	8	smarter	smarter	RBR
work_gniikk56ozfrdkymnqceabofwe	226	9	?	?	.
work_gniikk56ozfrdkymnqceabofwe	227	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	227	2	research	research	NN
work_gniikk56ozfrdkymnqceabofwe	227	3	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	227	4	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	227	5	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	227	6	relationship	relationship	NN
work_gniikk56ozfrdkymnqceabofwe	227	7	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	227	8	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	227	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	227	10	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	227	11	index	index	NN
work_gniikk56ozfrdkymnqceabofwe	227	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	227	13	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	227	14	.	.	.
work_gniikk56ozfrdkymnqceabofwe	228	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	228	2	motivation	motivation	NN
work_gniikk56ozfrdkymnqceabofwe	228	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	228	4	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	228	5	study	study	NN
work_gniikk56ozfrdkymnqceabofwe	228	6	was	be	VBD
work_gniikk56ozfrdkymnqceabofwe	228	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	228	8	economic	economic	JJ
work_gniikk56ozfrdkymnqceabofwe	228	9	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	228	10	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	228	11	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	228	12	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	228	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	228	14	labour	labour	JJ
work_gniikk56ozfrdkymnqceabofwe	228	15	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	228	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	228	17	its	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	228	18	startling	startling	JJ
work_gniikk56ozfrdkymnqceabofwe	228	19	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	228	20	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	228	21	looks	look	VBZ
work_gniikk56ozfrdkymnqceabofwe	228	22	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	228	23	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	228	24	clear	clear	JJ
work_gniikk56ozfrdkymnqceabofwe	228	25	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	228	26	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	228	27	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	228	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	229	1	An	an	DT
work_gniikk56ozfrdkymnqceabofwe	229	2	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	229	3	unanswered	unanswered	JJ
work_gniikk56ozfrdkymnqceabofwe	229	4	question	question	NN
work_gniikk56ozfrdkymnqceabofwe	229	5	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	229	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	229	7	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	229	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	229	9	asked	ask	VBN
work_gniikk56ozfrdkymnqceabofwe	229	10	directly	directly	RB
work_gniikk56ozfrdkymnqceabofwe	229	11	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	229	12	Daniel	Daniel	NNP
work_gniikk56ozfrdkymnqceabofwe	229	13	S.	S.	NNP
work_gniikk56ozfrdkymnqceabofwe	229	14	Hamermesh	Hamermesh	NNP
work_gniikk56ozfrdkymnqceabofwe	229	15	when	when	WRB
work_gniikk56ozfrdkymnqceabofwe	229	16	he	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	229	17	describes	describe	VBZ
work_gniikk56ozfrdkymnqceabofwe	229	18	his	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	229	19	research	research	NN
work_gniikk56ozfrdkymnqceabofwe	229	20	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	229	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	229	22	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	229	23	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	229	24	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	229	25	:	:	:
work_gniikk56ozfrdkymnqceabofwe	229	26	“	"	``
work_gniikk56ozfrdkymnqceabofwe	229	27	Do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	229	28	good	good	JJ
work_gniikk56ozfrdkymnqceabofwe	229	29	looks	look	NNS
work_gniikk56ozfrdkymnqceabofwe	229	30	make	make	VB
work_gniikk56ozfrdkymnqceabofwe	229	31	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	229	32	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	229	33	productive	productive	JJ
work_gniikk56ozfrdkymnqceabofwe	229	34	–	–	:
work_gniikk56ozfrdkymnqceabofwe	229	35	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	229	36	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	229	37	ever	ever	RB
work_gniikk56ozfrdkymnqceabofwe	229	38	distinguish	distinguish	VB
work_gniikk56ozfrdkymnqceabofwe	229	39	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	229	40	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	229	41	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	229	42	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	229	43	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	229	44	,	,	,
work_gniikk56ozfrdkymnqceabofwe	229	45	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	229	46	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	229	47	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	229	48	characteristic	characteristic	NN
work_gniikk56ozfrdkymnqceabofwe	229	49	,	,	,
work_gniikk56ozfrdkymnqceabofwe	229	50	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	229	51	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	229	52	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	229	53	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	229	54	?	?	.
work_gniikk56ozfrdkymnqceabofwe	229	55	”	"	''
work_gniikk56ozfrdkymnqceabofwe	229	56	.	.	.
work_gniikk56ozfrdkymnqceabofwe	230	1	9	9	CD
work_gniikk56ozfrdkymnqceabofwe	230	2	By	by	IN
work_gniikk56ozfrdkymnqceabofwe	230	3	distinguishing	distinguish	VBG
work_gniikk56ozfrdkymnqceabofwe	230	4	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	230	5	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	230	6	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	230	7	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	230	8	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	230	9	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	230	10	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	230	11	observed	observe	VBN
work_gniikk56ozfrdkymnqceabofwe	230	12	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	230	13	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	230	14	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	230	15	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	230	16	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	230	17	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	230	18	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	230	19	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	230	20	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	230	21	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	230	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	230	23	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	230	24	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	230	25	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	230	26	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	230	27	found	find	VBN
work_gniikk56ozfrdkymnqceabofwe	230	28	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	230	29	direct	direct	JJ
work_gniikk56ozfrdkymnqceabofwe	230	30	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	230	31	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	230	32	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	230	33	,	,	,
work_gniikk56ozfrdkymnqceabofwe	230	34	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	230	35	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	230	36	similar	similar	JJ
work_gniikk56ozfrdkymnqceabofwe	230	37	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	230	38	experimental	experimental	JJ
work_gniikk56ozfrdkymnqceabofwe	230	39	economics	economic	NNS
work_gniikk56ozfrdkymnqceabofwe	230	40	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	230	41	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	230	42	ruled	rule	VBD
work_gniikk56ozfrdkymnqceabofwe	230	43	out	out	RP
work_gniikk56ozfrdkymnqceabofwe	230	44	any	any	DT
work_gniikk56ozfrdkymnqceabofwe	230	45	Becker	becker	NN
work_gniikk56ozfrdkymnqceabofwe	230	46	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	230	47	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	230	48	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	230	49	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	230	50	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	230	51	Mobius	Mobius	NNP
work_gniikk56ozfrdkymnqceabofwe	230	52	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	230	53	Rosenblat	Rosenblat	NNP
work_gniikk56ozfrdkymnqceabofwe	230	54	,	,	,
work_gniikk56ozfrdkymnqceabofwe	230	55	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	230	56	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	230	57	.	.	.
work_gniikk56ozfrdkymnqceabofwe	231	1	Thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	231	2	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	231	3	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	231	4	suggests	suggest	VBZ
work_gniikk56ozfrdkymnqceabofwe	231	5	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	231	6	good	good	JJ
work_gniikk56ozfrdkymnqceabofwe	231	7	looks	look	NNS
work_gniikk56ozfrdkymnqceabofwe	231	8	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	231	9	make	make	VB
work_gniikk56ozfrdkymnqceabofwe	231	10	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	231	11	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	231	12	productive	productive	JJ
work_gniikk56ozfrdkymnqceabofwe	231	13	.	.	.
work_gniikk56ozfrdkymnqceabofwe	232	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	232	2	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	232	3	Section	Section	NNP
work_gniikk56ozfrdkymnqceabofwe	232	4	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	232	5	will	will	MD
work_gniikk56ozfrdkymnqceabofwe	232	6	discuss	discuss	VB
work_gniikk56ozfrdkymnqceabofwe	232	7	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	232	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	232	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	232	10	existing	exist	VBG
work_gniikk56ozfrdkymnqceabofwe	232	11	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	232	12	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	232	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	232	14	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	232	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	232	16	facial	facial	JJ
work_gniikk56ozfrdkymnqceabofwe	232	17	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	232	18	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	232	19	order	order	NN
work_gniikk56ozfrdkymnqceabofwe	232	20	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	232	21	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	232	22	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	232	23	possible	possible	JJ
work_gniikk56ozfrdkymnqceabofwe	232	24	explanation	explanation	NN
work_gniikk56ozfrdkymnqceabofwe	232	25	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	232	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	232	27	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	232	28	relationship	relationship	NN
work_gniikk56ozfrdkymnqceabofwe	232	29	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	232	30	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	232	31	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	232	32	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	232	33	,	,	,
work_gniikk56ozfrdkymnqceabofwe	232	34	starting	start	VBG
work_gniikk56ozfrdkymnqceabofwe	232	35	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	232	36	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	232	37	non	non	JJ
work_gniikk56ozfrdkymnqceabofwe	232	38	-	-	JJ
work_gniikk56ozfrdkymnqceabofwe	232	39	economic	economic	JJ
work_gniikk56ozfrdkymnqceabofwe	232	40	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	232	41	.	.	.
work_gniikk56ozfrdkymnqceabofwe	233	1	A	a	DT
work_gniikk56ozfrdkymnqceabofwe	233	2	very	very	RB
work_gniikk56ozfrdkymnqceabofwe	233	3	comprehensive	comprehensive	JJ
work_gniikk56ozfrdkymnqceabofwe	233	4	review	review	NN
work_gniikk56ozfrdkymnqceabofwe	233	5	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	233	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	233	7	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	233	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	233	9	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	233	10	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	233	11	Langlois	Langlois	NNP
work_gniikk56ozfrdkymnqceabofwe	233	12	et	et	NNP
work_gniikk56ozfrdkymnqceabofwe	233	13	al	al	NNP
work_gniikk56ozfrdkymnqceabofwe	233	14	.	.	.
work_gniikk56ozfrdkymnqceabofwe	234	1	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	234	2	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	234	3	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	234	4	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	234	5	conducts	conduct	VBZ
work_gniikk56ozfrdkymnqceabofwe	234	6	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	234	7	quantitative	quantitative	JJ
work_gniikk56ozfrdkymnqceabofwe	234	8	review	review	NN
work_gniikk56ozfrdkymnqceabofwe	234	9	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	234	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	234	11	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	234	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	234	13	facial	facial	JJ
work_gniikk56ozfrdkymnqceabofwe	234	14	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	234	15	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	234	16	hundreds	hundred	NNS
work_gniikk56ozfrdkymnqceabofwe	234	17	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	234	18	papers	paper	NNS
work_gniikk56ozfrdkymnqceabofwe	234	19	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	234	20	published	publish	VBN
work_gniikk56ozfrdkymnqceabofwe	234	21	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	234	22	unpublished	unpublished	JJ
work_gniikk56ozfrdkymnqceabofwe	234	23	sources	source	NNS
work_gniikk56ozfrdkymnqceabofwe	234	24	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	234	25	1932	1932	CD
work_gniikk56ozfrdkymnqceabofwe	234	26	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	234	27	1999	1999	CD
work_gniikk56ozfrdkymnqceabofwe	234	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	235	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	235	2	article	article	NN
work_gniikk56ozfrdkymnqceabofwe	235	3	concludes	conclude	VBZ
work_gniikk56ozfrdkymnqceabofwe	235	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	235	5	:	:	:
work_gniikk56ozfrdkymnqceabofwe	235	6	1	1	LS
work_gniikk56ozfrdkymnqceabofwe	235	7	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	235	8	Beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	235	9	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	235	10	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	235	11	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	235	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	235	13	eye	eye	NN
work_gniikk56ozfrdkymnqceabofwe	235	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	235	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	235	16	beholder	beholder	NN
work_gniikk56ozfrdkymnqceabofwe	235	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	235	18	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	235	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	235	20	contrary	contrary	JJ
work_gniikk56ozfrdkymnqceabofwe	235	21	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	235	22	conventional	conventional	JJ
work_gniikk56ozfrdkymnqceabofwe	235	23	wisdom	wisdom	NN
work_gniikk56ozfrdkymnqceabofwe	235	24	there	there	EX
work_gniikk56ozfrdkymnqceabofwe	235	25	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	235	26	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	235	27	common	common	JJ
work_gniikk56ozfrdkymnqceabofwe	235	28	standard	standard	NN
work_gniikk56ozfrdkymnqceabofwe	235	29	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	235	30	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	235	31	both	both	CC
work_gniikk56ozfrdkymnqceabofwe	235	32	within	within	IN
work_gniikk56ozfrdkymnqceabofwe	235	33	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	235	34	across	across	IN
work_gniikk56ozfrdkymnqceabofwe	235	35	cultures	culture	NNS
work_gniikk56ozfrdkymnqceabofwe	235	36	.	.	.
work_gniikk56ozfrdkymnqceabofwe	236	1	2	2	LS
work_gniikk56ozfrdkymnqceabofwe	236	2	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	236	3	People	People	NNS
work_gniikk56ozfrdkymnqceabofwe	236	4	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	236	5	judge	judge	VB
work_gniikk56ozfrdkymnqceabofwe	236	6	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	236	7	book	book	NN
work_gniikk56ozfrdkymnqceabofwe	236	8	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	236	9	its	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	236	10	cover	cover	NN
work_gniikk56ozfrdkymnqceabofwe	236	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	236	12	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	236	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	236	14	attractive	attractive	JJ
work_gniikk56ozfrdkymnqceabofwe	236	15	adults	adult	NNS
work_gniikk56ozfrdkymnqceabofwe	236	16	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	236	17	children	child	NNS
work_gniikk56ozfrdkymnqceabofwe	236	18	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	236	19	judged	judge	VBN
work_gniikk56ozfrdkymnqceabofwe	236	20	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	236	21	favourably	favourably	RB
work_gniikk56ozfrdkymnqceabofwe	236	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	236	23	treated	treat	VBN
work_gniikk56ozfrdkymnqceabofwe	236	24	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	236	25	positively	positively	RB
work_gniikk56ozfrdkymnqceabofwe	236	26	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	236	27	unattractive	unattractive	JJ
work_gniikk56ozfrdkymnqceabofwe	236	28	adults	adult	NNS
work_gniikk56ozfrdkymnqceabofwe	236	29	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	236	30	children	child	NNS
work_gniikk56ozfrdkymnqceabofwe	236	31	,	,	,
work_gniikk56ozfrdkymnqceabofwe	236	32	even	even	RB
work_gniikk56ozfrdkymnqceabofwe	236	33	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	236	34	those	those	DT
work_gniikk56ozfrdkymnqceabofwe	236	35	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	236	36	know	know	VBP
work_gniikk56ozfrdkymnqceabofwe	236	37	them	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	236	38	.	.	.
work_gniikk56ozfrdkymnqceabofwe	237	1	3	3	LS
work_gniikk56ozfrdkymnqceabofwe	237	2	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	237	3	Beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	237	4	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	237	5	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	237	6	only	only	RB
work_gniikk56ozfrdkymnqceabofwe	237	7	skin	skin	NN
work_gniikk56ozfrdkymnqceabofwe	237	8	deep	deep	RB
work_gniikk56ozfrdkymnqceabofwe	237	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	237	10	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	237	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	237	12	although	although	IN
work_gniikk56ozfrdkymnqceabofwe	237	13	both	both	CC
work_gniikk56ozfrdkymnqceabofwe	237	14	attractive	attractive	JJ
work_gniikk56ozfrdkymnqceabofwe	237	15	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	237	16	less	less	RBR
work_gniikk56ozfrdkymnqceabofwe	237	17	attractive	attractive	JJ
work_gniikk56ozfrdkymnqceabofwe	237	18	individuals	individual	NNS
work_gniikk56ozfrdkymnqceabofwe	237	19	exhibit	exhibit	VBP
work_gniikk56ozfrdkymnqceabofwe	237	20	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	237	21	behaviours	behaviour	NNS
work_gniikk56ozfrdkymnqceabofwe	237	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	237	23	traits	trait	NNS
work_gniikk56ozfrdkymnqceabofwe	237	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	237	25	attractive	attractive	JJ
work_gniikk56ozfrdkymnqceabofwe	237	26	individuals	individual	NNS
work_gniikk56ozfrdkymnqceabofwe	237	27	tend	tend	VBP
work_gniikk56ozfrdkymnqceabofwe	237	28	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	237	29	exhibit	exhibit	VB
work_gniikk56ozfrdkymnqceabofwe	237	30	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	237	31	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	237	32	behaviours	behaviour	NNS
work_gniikk56ozfrdkymnqceabofwe	237	33	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	237	34	traits	trait	NNS
work_gniikk56ozfrdkymnqceabofwe	237	35	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	237	36	unattractive	unattractive	JJ
work_gniikk56ozfrdkymnqceabofwe	237	37	individuals	individual	NNS
work_gniikk56ozfrdkymnqceabofwe	237	38	.	.	.
work_gniikk56ozfrdkymnqceabofwe	238	1	Another	another	DT
work_gniikk56ozfrdkymnqceabofwe	238	2	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	238	3	contribution	contribution	NN
work_gniikk56ozfrdkymnqceabofwe	238	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	238	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	238	6	aforementioned	aforementioned	JJ
work_gniikk56ozfrdkymnqceabofwe	238	7	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	238	8	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	238	9	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	238	10	discuss	discuss	VB
work_gniikk56ozfrdkymnqceabofwe	238	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	238	12	various	various	JJ
work_gniikk56ozfrdkymnqceabofwe	238	13	theoretical	theoretical	JJ
work_gniikk56ozfrdkymnqceabofwe	238	14	mechanisms	mechanism	NNS
work_gniikk56ozfrdkymnqceabofwe	238	15	explaining	explain	VBG
work_gniikk56ozfrdkymnqceabofwe	238	16	why	why	WRB
work_gniikk56ozfrdkymnqceabofwe	238	17	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	238	18	influences	influence	NNS
work_gniikk56ozfrdkymnqceabofwe	238	19	judgment	judgment	NN
work_gniikk56ozfrdkymnqceabofwe	238	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	238	21	treatment	treatment	NN
work_gniikk56ozfrdkymnqceabofwe	238	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	238	23	behaviour	behaviour	NN
work_gniikk56ozfrdkymnqceabofwe	238	24	.	.	.
work_gniikk56ozfrdkymnqceabofwe	239	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	239	2	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	239	3	respect	respect	NN
work_gniikk56ozfrdkymnqceabofwe	239	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	239	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	239	6	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	239	7	distinguishes	distinguish	VBZ
work_gniikk56ozfrdkymnqceabofwe	239	8	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	239	9	social	social	JJ
work_gniikk56ozfrdkymnqceabofwe	239	10	expectancy	expectancy	NN
work_gniikk56ozfrdkymnqceabofwe	239	11	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	239	12	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	239	13	fitness	fitness	NN
work_gniikk56ozfrdkymnqceabofwe	239	14	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	239	15	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	239	16	evolutionary	evolutionary	JJ
work_gniikk56ozfrdkymnqceabofwe	239	17	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	239	18	.	.	.
work_gniikk56ozfrdkymnqceabofwe	240	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	240	2	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	240	3	set	set	NN
work_gniikk56ozfrdkymnqceabofwe	240	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	240	5	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	240	6	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	240	7	based	base	VBN
work_gniikk56ozfrdkymnqceabofwe	240	8	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	240	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	240	10	assumptions	assumption	NNS
work_gniikk56ozfrdkymnqceabofwe	240	11	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	240	12	cultural	cultural	JJ
work_gniikk56ozfrdkymnqceabofwe	240	13	norms	norm	NNS
work_gniikk56ozfrdkymnqceabofwe	240	14	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	240	15	experience	experience	NN
work_gniikk56ozfrdkymnqceabofwe	240	16	influence	influence	VBP
work_gniikk56ozfrdkymnqceabofwe	240	17	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	240	18	behaviour	behaviour	NN
work_gniikk56ozfrdkymnqceabofwe	240	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	240	20	both	both	DT
work_gniikk56ozfrdkymnqceabofwe	240	21	targets	target	NNS
work_gniikk56ozfrdkymnqceabofwe	240	22	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	240	23	them	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	240	24	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	240	25	penalized	penalize	VBN
work_gniikk56ozfrdkymnqceabofwe	240	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	241	1	For	for	IN
work_gniikk56ozfrdkymnqceabofwe	241	2	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	241	3	discussion	discussion	NN
work_gniikk56ozfrdkymnqceabofwe	241	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	241	5	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	241	6	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	241	7	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	241	8	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	241	9	public	public	JJ
work_gniikk56ozfrdkymnqceabofwe	241	10	good	good	JJ
work_gniikk56ozfrdkymnqceabofwe	241	11	experiment	experiment	NN
work_gniikk56ozfrdkymnqceabofwe	241	12	see	see	VB
work_gniikk56ozfrdkymnqceabofwe	241	13	Andreoni	Andreoni	NNP
work_gniikk56ozfrdkymnqceabofwe	241	14	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	241	15	Petrie	Petrie	NNP
work_gniikk56ozfrdkymnqceabofwe	241	16	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	241	17	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	241	18	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	241	19	.	.	.
work_gniikk56ozfrdkymnqceabofwe	242	1	15	15	CD
work_gniikk56ozfrdkymnqceabofwe	242	2	perceivers	perceiver	NNS
work_gniikk56ozfrdkymnqceabofwe	242	3	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	242	4	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	242	5	social	social	JJ
work_gniikk56ozfrdkymnqceabofwe	242	6	stereotypes	stereotype	NNS
work_gniikk56ozfrdkymnqceabofwe	242	7	create	create	VBP
work_gniikk56ozfrdkymnqceabofwe	242	8	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	242	9	own	own	JJ
work_gniikk56ozfrdkymnqceabofwe	242	10	reality	reality	NN
work_gniikk56ozfrdkymnqceabofwe	242	11	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	242	12	like	like	IN
work_gniikk56ozfrdkymnqceabofwe	242	13	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	242	14	self	self	NN
work_gniikk56ozfrdkymnqceabofwe	242	15	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	242	16	fulfilling	fulfil	VBG
work_gniikk56ozfrdkymnqceabofwe	242	17	prophecy	prophecy	NN
work_gniikk56ozfrdkymnqceabofwe	242	18	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	242	19	.	.	.
work_gniikk56ozfrdkymnqceabofwe	243	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	243	2	second	second	JJ
work_gniikk56ozfrdkymnqceabofwe	243	3	set	set	NN
work_gniikk56ozfrdkymnqceabofwe	243	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	243	5	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	243	6	posits	posit	NNS
work_gniikk56ozfrdkymnqceabofwe	243	7	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	243	8	morphological	morphological	JJ
work_gniikk56ozfrdkymnqceabofwe	243	9	characteristics	characteristic	NNS
work_gniikk56ozfrdkymnqceabofwe	243	10	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	243	11	indicators	indicator	NNS
work_gniikk56ozfrdkymnqceabofwe	243	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	243	13	fitness	fitness	NN
work_gniikk56ozfrdkymnqceabofwe	243	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	243	15	health	health	NN
work_gniikk56ozfrdkymnqceabofwe	243	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	243	17	quality	quality	NN
work_gniikk56ozfrdkymnqceabofwe	243	18	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	243	19	reproductive	reproductive	JJ
work_gniikk56ozfrdkymnqceabofwe	243	20	value	value	NN
work_gniikk56ozfrdkymnqceabofwe	243	21	.	.	.
work_gniikk56ozfrdkymnqceabofwe	244	1	According	accord	VBG
work_gniikk56ozfrdkymnqceabofwe	244	2	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	244	3	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	244	4	second	second	JJ
work_gniikk56ozfrdkymnqceabofwe	244	5	group	group	NN
work_gniikk56ozfrdkymnqceabofwe	244	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	244	7	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	244	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	244	9	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	244	10	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	244	11	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	244	12	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	244	13	aspect	aspect	NN
work_gniikk56ozfrdkymnqceabofwe	244	14	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	244	15	human	human	JJ
work_gniikk56ozfrdkymnqceabofwe	244	16	relations	relation	NNS
work_gniikk56ozfrdkymnqceabofwe	244	17	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	244	18	operates	operate	VBZ
work_gniikk56ozfrdkymnqceabofwe	244	19	through	through	IN
work_gniikk56ozfrdkymnqceabofwe	244	20	channels	channel	NNS
work_gniikk56ozfrdkymnqceabofwe	244	21	like	like	IN
work_gniikk56ozfrdkymnqceabofwe	244	22	mate	mate	NN
work_gniikk56ozfrdkymnqceabofwe	244	23	selection	selection	NN
work_gniikk56ozfrdkymnqceabofwe	244	24	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	244	25	differential	differential	VB
work_gniikk56ozfrdkymnqceabofwe	244	26	parental	parental	JJ
work_gniikk56ozfrdkymnqceabofwe	244	27	solicitude	solicitude	NN
work_gniikk56ozfrdkymnqceabofwe	244	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	245	1	While	while	IN
work_gniikk56ozfrdkymnqceabofwe	245	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	245	3	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	245	4	channel	channel	NN
work_gniikk56ozfrdkymnqceabofwe	245	5	makes	make	VBZ
work_gniikk56ozfrdkymnqceabofwe	245	6	no	no	DT
work_gniikk56ozfrdkymnqceabofwe	245	7	predictions	prediction	NNS
work_gniikk56ozfrdkymnqceabofwe	245	8	regarding	regard	VBG
work_gniikk56ozfrdkymnqceabofwe	245	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	245	10	importance	importance	NN
work_gniikk56ozfrdkymnqceabofwe	245	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	245	12	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	245	13	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	245	14	children	child	NNS
work_gniikk56ozfrdkymnqceabofwe	245	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	245	16	since	since	IN
work_gniikk56ozfrdkymnqceabofwe	245	17	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	245	18	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	245	19	clearly	clearly	RB
work_gniikk56ozfrdkymnqceabofwe	245	20	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	245	21	involved	involve	VBN
work_gniikk56ozfrdkymnqceabofwe	245	22	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	245	23	selecting	select	VBG
work_gniikk56ozfrdkymnqceabofwe	245	24	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	245	25	mate	mate	NN
work_gniikk56ozfrdkymnqceabofwe	245	26	,	,	,
work_gniikk56ozfrdkymnqceabofwe	245	27	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	245	28	second	second	JJ
work_gniikk56ozfrdkymnqceabofwe	245	29	channel	channel	NN
work_gniikk56ozfrdkymnqceabofwe	245	30	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	245	31	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	245	32	designed	design	VBN
work_gniikk56ozfrdkymnqceabofwe	245	33	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	245	34	explain	explain	VB
work_gniikk56ozfrdkymnqceabofwe	245	35	children	child	NNS
work_gniikk56ozfrdkymnqceabofwe	245	36	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	245	37	behaviour	behaviour	NN
work_gniikk56ozfrdkymnqceabofwe	245	38	.	.	.
work_gniikk56ozfrdkymnqceabofwe	246	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	246	2	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	246	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	246	4	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	246	5	posits	posit	VBZ
work_gniikk56ozfrdkymnqceabofwe	246	6	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	246	7	if	if	IN
work_gniikk56ozfrdkymnqceabofwe	246	8	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	246	9	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	246	10	perceived	perceive	VBN
work_gniikk56ozfrdkymnqceabofwe	246	11	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	246	12	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	246	13	indicator	indicator	NN
work_gniikk56ozfrdkymnqceabofwe	246	14	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	246	15	quality	quality	NN
work_gniikk56ozfrdkymnqceabofwe	246	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	246	17	adults	adult	NNS
work_gniikk56ozfrdkymnqceabofwe	246	18	should	should	MD
work_gniikk56ozfrdkymnqceabofwe	246	19	invest	invest	VB
work_gniikk56ozfrdkymnqceabofwe	246	20	more	more	JJR
work_gniikk56ozfrdkymnqceabofwe	246	21	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	246	22	attractive	attractive	JJ
work_gniikk56ozfrdkymnqceabofwe	246	23	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	246	24	unattractive	unattractive	JJ
work_gniikk56ozfrdkymnqceabofwe	246	25	children	child	NNS
work_gniikk56ozfrdkymnqceabofwe	246	26	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	246	27	enhance	enhance	VB
work_gniikk56ozfrdkymnqceabofwe	246	28	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	246	29	own	own	JJ
work_gniikk56ozfrdkymnqceabofwe	246	30	reproductive	reproductive	JJ
work_gniikk56ozfrdkymnqceabofwe	246	31	success	success	NN
work_gniikk56ozfrdkymnqceabofwe	246	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	247	1	Based	base	VBN
work_gniikk56ozfrdkymnqceabofwe	247	2	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	247	3	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	247	4	review	review	NN
work_gniikk56ozfrdkymnqceabofwe	247	5	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	247	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	247	7	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	247	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	247	9	Langlois	Langlois	NNP
work_gniikk56ozfrdkymnqceabofwe	247	10	et	et	NNP
work_gniikk56ozfrdkymnqceabofwe	247	11	al	al	NNP
work_gniikk56ozfrdkymnqceabofwe	247	12	.	.	.
work_gniikk56ozfrdkymnqceabofwe	248	1	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	248	2	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	248	3	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	248	4	concludes	conclude	VBZ
work_gniikk56ozfrdkymnqceabofwe	248	5	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	248	6	although	although	IN
work_gniikk56ozfrdkymnqceabofwe	248	7	predictions	prediction	NNS
work_gniikk56ozfrdkymnqceabofwe	248	8	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	248	9	both	both	DT
work_gniikk56ozfrdkymnqceabofwe	248	10	social	social	JJ
work_gniikk56ozfrdkymnqceabofwe	248	11	expectancy	expectancy	NN
work_gniikk56ozfrdkymnqceabofwe	248	12	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	248	13	fitness	fitness	NN
work_gniikk56ozfrdkymnqceabofwe	248	14	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	248	15	related	relate	VBN
work_gniikk56ozfrdkymnqceabofwe	248	16	evolutionary	evolutionary	JJ
work_gniikk56ozfrdkymnqceabofwe	248	17	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	248	18	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	248	19	partially	partially	RB
work_gniikk56ozfrdkymnqceabofwe	248	20	supported	support	VBN
work_gniikk56ozfrdkymnqceabofwe	248	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	248	22	neither	neither	CC
work_gniikk56ozfrdkymnqceabofwe	248	23	theory	theory	NN
work_gniikk56ozfrdkymnqceabofwe	248	24	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	248	25	totally	totally	RB
work_gniikk56ozfrdkymnqceabofwe	248	26	successful	successful	JJ
work_gniikk56ozfrdkymnqceabofwe	248	27	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	248	28	predicting	predict	VBG
work_gniikk56ozfrdkymnqceabofwe	248	29	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	248	30	various	various	JJ
work_gniikk56ozfrdkymnqceabofwe	248	31	findings	finding	NNS
work_gniikk56ozfrdkymnqceabofwe	248	32	,	,	,
work_gniikk56ozfrdkymnqceabofwe	248	33	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	248	34	much	much	JJ
work_gniikk56ozfrdkymnqceabofwe	248	35	additional	additional	JJ
work_gniikk56ozfrdkymnqceabofwe	248	36	research	research	NN
work_gniikk56ozfrdkymnqceabofwe	248	37	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	248	38	needed	need	VBN
work_gniikk56ozfrdkymnqceabofwe	248	39	before	before	IN
work_gniikk56ozfrdkymnqceabofwe	248	40	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	248	41	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	248	42	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	248	43	how	how	WRB
work_gniikk56ozfrdkymnqceabofwe	248	44	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	248	45	why	why	WRB
work_gniikk56ozfrdkymnqceabofwe	248	46	facial	facial	JJ
work_gniikk56ozfrdkymnqceabofwe	248	47	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	248	48	influences	influence	VBZ
work_gniikk56ozfrdkymnqceabofwe	248	49	social	social	JJ
work_gniikk56ozfrdkymnqceabofwe	248	50	behaviour	behaviour	NN
work_gniikk56ozfrdkymnqceabofwe	248	51	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	248	52	development	development	NN
work_gniikk56ozfrdkymnqceabofwe	248	53	.	.	.
work_gniikk56ozfrdkymnqceabofwe	249	1	Recent	recent	JJ
work_gniikk56ozfrdkymnqceabofwe	249	2	economic	economic	JJ
work_gniikk56ozfrdkymnqceabofwe	249	3	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	249	4	recognizes	recognize	VBZ
work_gniikk56ozfrdkymnqceabofwe	249	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	249	6	growing	grow	VBG
work_gniikk56ozfrdkymnqceabofwe	249	7	consensus	consensus	NN
work_gniikk56ozfrdkymnqceabofwe	249	8	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	249	9	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	249	10	attributes	attribute	NNS
work_gniikk56ozfrdkymnqceabofwe	249	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	249	12	e.g.	e.g.	RB
work_gniikk56ozfrdkymnqceabofwe	249	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	249	14	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	249	15	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	249	16	height	height	NN
work_gniikk56ozfrdkymnqceabofwe	249	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	249	18	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	249	19	affect	affect	VB
work_gniikk56ozfrdkymnqceabofwe	249	20	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	249	21	acquisition	acquisition	NN
work_gniikk56ozfrdkymnqceabofwe	249	22	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	249	23	non	non	JJ
work_gniikk56ozfrdkymnqceabofwe	249	24	-	-	JJ
work_gniikk56ozfrdkymnqceabofwe	249	25	cognitive	cognitive	JJ
work_gniikk56ozfrdkymnqceabofwe	249	26	skills	skill	NNS
work_gniikk56ozfrdkymnqceabofwe	249	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	250	1	These	these	DT
work_gniikk56ozfrdkymnqceabofwe	250	2	latter	latter	JJ
work_gniikk56ozfrdkymnqceabofwe	250	3	represent	represent	VBP
work_gniikk56ozfrdkymnqceabofwe	250	4	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	250	5	form	form	NN
work_gniikk56ozfrdkymnqceabofwe	250	6	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	250	7	human	human	JJ
work_gniikk56ozfrdkymnqceabofwe	250	8	capital	capital	NN
work_gniikk56ozfrdkymnqceabofwe	250	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	250	10	contribute	contribute	VBP
work_gniikk56ozfrdkymnqceabofwe	250	11	substantially	substantially	RB
work_gniikk56ozfrdkymnqceabofwe	250	12	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	250	13	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	250	14	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	250	15	success	success	NN
work_gniikk56ozfrdkymnqceabofwe	250	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	251	1	Heckman	Heckman	NNP
work_gniikk56ozfrdkymnqceabofwe	251	2	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	251	3	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	251	4	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	251	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	251	6	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	251	7	instance	instance	NN
work_gniikk56ozfrdkymnqceabofwe	251	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	251	9	reports	report	VBZ
work_gniikk56ozfrdkymnqceabofwe	251	10	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	251	11	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	251	12	preschool	preschool	NN
work_gniikk56ozfrdkymnqceabofwe	251	13	programs	program	NNS
work_gniikk56ozfrdkymnqceabofwe	251	14	improve	improve	VBP
work_gniikk56ozfrdkymnqceabofwe	251	15	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	251	16	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	251	17	social	social	JJ
work_gniikk56ozfrdkymnqceabofwe	251	18	skills	skill	NNS
work_gniikk56ozfrdkymnqceabofwe	251	19	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	251	20	motivation	motivation	NN
work_gniikk56ozfrdkymnqceabofwe	251	21	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	251	22	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	251	23	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	251	24	raise	raise	VB
work_gniikk56ozfrdkymnqceabofwe	251	25	lifetime	lifetime	NN
work_gniikk56ozfrdkymnqceabofwe	251	26	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	251	27	.	.	.
work_gniikk56ozfrdkymnqceabofwe	252	1	Persico	Persico	NNP
work_gniikk56ozfrdkymnqceabofwe	252	2	et	et	NNP
work_gniikk56ozfrdkymnqceabofwe	252	3	al	al	NNP
work_gniikk56ozfrdkymnqceabofwe	252	4	.	.	.
work_gniikk56ozfrdkymnqceabofwe	253	1	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	253	2	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	253	3	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	253	4	found	find	VBD
work_gniikk56ozfrdkymnqceabofwe	253	5	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	253	6	about	about	IN
work_gniikk56ozfrdkymnqceabofwe	253	7	half	half	NN
work_gniikk56ozfrdkymnqceabofwe	253	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	253	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	253	10	“	"	``
work_gniikk56ozfrdkymnqceabofwe	253	11	height	height	NN
work_gniikk56ozfrdkymnqceabofwe	253	12	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	253	13	”	"	''
work_gniikk56ozfrdkymnqceabofwe	253	14	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	253	15	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	253	16	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	253	17	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	253	18	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	253	19	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	253	20	accounted	account	VBN
work_gniikk56ozfrdkymnqceabofwe	253	21	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	253	22	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	253	23	variation	variation	NN
work_gniikk56ozfrdkymnqceabofwe	253	24	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	253	25	participation	participation	NN
work_gniikk56ozfrdkymnqceabofwe	253	26	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	253	27	school	school	NN
work_gniikk56ozfrdkymnqceabofwe	253	28	sponsored	sponsor	VBN
work_gniikk56ozfrdkymnqceabofwe	253	29	non	non	AFX
work_gniikk56ozfrdkymnqceabofwe	253	30	academic	academic	JJ
work_gniikk56ozfrdkymnqceabofwe	253	31	activities	activity	NNS
work_gniikk56ozfrdkymnqceabofwe	253	32	.	.	.
work_gniikk56ozfrdkymnqceabofwe	254	1	Being	be	VBG
work_gniikk56ozfrdkymnqceabofwe	254	2	tall	tall	JJ
work_gniikk56ozfrdkymnqceabofwe	254	3	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	254	4	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	254	5	adolescent	adolescent	NN
work_gniikk56ozfrdkymnqceabofwe	254	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	254	7	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	254	8	conclude	conclude	VBP
work_gniikk56ozfrdkymnqceabofwe	254	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	254	10	facilitates	facilitate	VBZ
work_gniikk56ozfrdkymnqceabofwe	254	11	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	254	12	acquisition	acquisition	NN
work_gniikk56ozfrdkymnqceabofwe	254	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	254	14	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	254	15	form	form	NN
work_gniikk56ozfrdkymnqceabofwe	254	16	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	254	17	human	human	JJ
work_gniikk56ozfrdkymnqceabofwe	254	18	capital	capital	NN
work_gniikk56ozfrdkymnqceabofwe	254	19	,	,	,
work_gniikk56ozfrdkymnqceabofwe	254	20	like	like	IN
work_gniikk56ozfrdkymnqceabofwe	254	21	social	social	JJ
work_gniikk56ozfrdkymnqceabofwe	254	22	adaptability	adaptability	NN
work_gniikk56ozfrdkymnqceabofwe	254	23	,	,	,
work_gniikk56ozfrdkymnqceabofwe	254	24	confidence	confidence	NN
work_gniikk56ozfrdkymnqceabofwe	254	25	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	254	26	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	254	27	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	254	28	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	254	29	interact	interact	VB
work_gniikk56ozfrdkymnqceabofwe	254	30	socially	socially	RB
work_gniikk56ozfrdkymnqceabofwe	254	31	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	254	32	others	other	NNS
work_gniikk56ozfrdkymnqceabofwe	254	33	.	.	.
work_gniikk56ozfrdkymnqceabofwe	255	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	255	2	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	255	3	recent	recent	JJ
work_gniikk56ozfrdkymnqceabofwe	255	4	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	255	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	255	6	Mobius	Mobius	NNP
work_gniikk56ozfrdkymnqceabofwe	255	7	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	255	8	Rosenblat	Rosenblat	NNP
work_gniikk56ozfrdkymnqceabofwe	255	9	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	255	10	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	255	11	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	255	12	report	report	VB
work_gniikk56ozfrdkymnqceabofwe	255	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	255	14	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	255	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	255	16	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	255	17	experimental	experimental	JJ
work_gniikk56ozfrdkymnqceabofwe	255	18	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	255	19	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	255	20	study	study	NN
work_gniikk56ozfrdkymnqceabofwe	255	21	decomposing	decompose	VBG
work_gniikk56ozfrdkymnqceabofwe	255	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	255	23	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	255	24	premium	premium	NN
work_gniikk56ozfrdkymnqceabofwe	255	25	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	255	26	identifying	identify	VBG
work_gniikk56ozfrdkymnqceabofwe	255	27	three	three	CD
work_gniikk56ozfrdkymnqceabofwe	255	28	channels	channel	NNS
work_gniikk56ozfrdkymnqceabofwe	255	29	through	through	IN
work_gniikk56ozfrdkymnqceabofwe	255	30	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	255	31	physical	physical	JJ
work_gniikk56ozfrdkymnqceabofwe	255	32	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	255	33	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	255	34	raise	raise	VB
work_gniikk56ozfrdkymnqceabofwe	255	35	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	255	36	employer	employer	NN
work_gniikk56ozfrdkymnqceabofwe	255	37	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	255	38	estimate	estimate	NN
work_gniikk56ozfrdkymnqceabofwe	255	39	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	255	40	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	255	41	worker	worker	NN
work_gniikk56ozfrdkymnqceabofwe	255	42	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	255	43	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	255	44	.	.	.
work_gniikk56ozfrdkymnqceabofwe	256	1	Since	since	IN
work_gniikk56ozfrdkymnqceabofwe	256	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	256	3	confidence	confidence	NN
work_gniikk56ozfrdkymnqceabofwe	256	4	channel	channel	NN
work_gniikk56ozfrdkymnqceabofwe	256	5	influences	influence	VBZ
work_gniikk56ozfrdkymnqceabofwe	256	6	workers	worker	NNS
work_gniikk56ozfrdkymnqceabofwe	256	7	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	256	8	beliefs	belief	NNS
work_gniikk56ozfrdkymnqceabofwe	256	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	256	10	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	256	11	show	show	VBP
work_gniikk56ozfrdkymnqceabofwe	256	12	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	256	13	better	well	JJR
work_gniikk56ozfrdkymnqceabofwe	256	14	looking	look	VBG
work_gniikk56ozfrdkymnqceabofwe	256	15	workers	worker	NNS
work_gniikk56ozfrdkymnqceabofwe	256	16	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	256	17	substantially	substantially	RB
work_gniikk56ozfrdkymnqceabofwe	256	18	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	256	19	self	self	NN
work_gniikk56ozfrdkymnqceabofwe	256	20	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	256	21	confident	confident	JJ
work_gniikk56ozfrdkymnqceabofwe	256	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	257	1	Their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	257	2	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	257	3	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	257	4	thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	257	5	consistent	consistent	JJ
work_gniikk56ozfrdkymnqceabofwe	257	6	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	257	7	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	257	8	psychological	psychological	JJ
work_gniikk56ozfrdkymnqceabofwe	257	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	257	10	economic	economic	JJ
work_gniikk56ozfrdkymnqceabofwe	257	11	research	research	NN
work_gniikk56ozfrdkymnqceabofwe	257	12	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	257	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	257	14	anecdotal	anecdotal	JJ
work_gniikk56ozfrdkymnqceabofwe	257	15	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	257	16	emphasizing	emphasize	VBG
work_gniikk56ozfrdkymnqceabofwe	257	17	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	257	18	“	"	``
work_gniikk56ozfrdkymnqceabofwe	257	19	...	...	NFP
work_gniikk56ozfrdkymnqceabofwe	257	20	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	257	21	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	257	22	recognize	recognize	VB
work_gniikk56ozfrdkymnqceabofwe	257	23	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	257	24	income	income	NN
work_gniikk56ozfrdkymnqceabofwe	257	25	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	257	26	enhancing	enhance	VBG
work_gniikk56ozfrdkymnqceabofwe	257	27	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	257	28	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	257	29	confidence	confidence	NN
work_gniikk56ozfrdkymnqceabofwe	257	30	...	...	:
work_gniikk56ozfrdkymnqceabofwe	257	31	”	"	''
work_gniikk56ozfrdkymnqceabofwe	257	32	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	257	33	thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	257	34	“	"	``
work_gniikk56ozfrdkymnqceabofwe	257	35	...	...	:
work_gniikk56ozfrdkymnqceabofwe	257	36	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	257	37	need	need	NN
work_gniikk56ozfrdkymnqceabofwe	257	38	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	257	39	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	257	40	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	257	41	thinking	thinking	NN
work_gniikk56ozfrdkymnqceabofwe	257	42	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	257	43	for	for	IN
work_gniikk56ozfrdkymnqceabofwe	257	44	self	self	NN
work_gniikk56ozfrdkymnqceabofwe	257	45	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	257	46	esteem	esteem	NN
work_gniikk56ozfrdkymnqceabofwe	257	47	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	257	48	one	one	CD
work_gniikk56ozfrdkymnqceabofwe	257	49	key	key	NN
work_gniikk56ozfrdkymnqceabofwe	257	50	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	257	51	success	success	NN
work_gniikk56ozfrdkymnqceabofwe	257	52	...	...	:
work_gniikk56ozfrdkymnqceabofwe	257	53	”	"	''
work_gniikk56ozfrdkymnqceabofwe	257	54	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	257	55	Mobius	Mobius	NNP
work_gniikk56ozfrdkymnqceabofwe	257	56	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	257	57	Rosenblat	Rosenblat	NNP
work_gniikk56ozfrdkymnqceabofwe	257	58	,	,	,
work_gniikk56ozfrdkymnqceabofwe	257	59	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	257	60	:	:	SYM
work_gniikk56ozfrdkymnqceabofwe	257	61	6	6	CD
work_gniikk56ozfrdkymnqceabofwe	257	62	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	257	63	.	.	.
work_gniikk56ozfrdkymnqceabofwe	258	1	9	9	CD
work_gniikk56ozfrdkymnqceabofwe	258	2	See	see	VB
work_gniikk56ozfrdkymnqceabofwe	258	3	his	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	258	4	homepage	homepage	NN
work_gniikk56ozfrdkymnqceabofwe	258	5	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	258	6	http://www.eco.utexas.edu/faculty/Hamermesh/Beautyblurb.htm	http://www.eco.utexas.edu/faculty/Hamermesh/Beautyblurb.htm	NNP
work_gniikk56ozfrdkymnqceabofwe	258	7	16	16	CD
work_gniikk56ozfrdkymnqceabofwe	258	8	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	258	9	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	258	10	theoretical	theoretical	JJ
work_gniikk56ozfrdkymnqceabofwe	258	11	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	258	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	258	13	Benabou	Benabou	NNP
work_gniikk56ozfrdkymnqceabofwe	258	14	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	258	15	Tirole	Tirole	NNP
work_gniikk56ozfrdkymnqceabofwe	258	16	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	258	17	2002	2002	CD
work_gniikk56ozfrdkymnqceabofwe	258	18	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	258	19	analyze	analyze	VB
work_gniikk56ozfrdkymnqceabofwe	258	20	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	258	21	value	value	NN
work_gniikk56ozfrdkymnqceabofwe	258	22	placed	place	VBN
work_gniikk56ozfrdkymnqceabofwe	258	23	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	258	24	Bayesian	bayesian	JJ
work_gniikk56ozfrdkymnqceabofwe	258	25	rational	rational	JJ
work_gniikk56ozfrdkymnqceabofwe	258	26	agents	agent	NNS
work_gniikk56ozfrdkymnqceabofwe	258	27	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	258	28	self	self	NN
work_gniikk56ozfrdkymnqceabofwe	258	29	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	258	30	confidence	confidence	NN
work_gniikk56ozfrdkymnqceabofwe	258	31	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	258	32	its	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	258	33	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	258	34	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	258	35	enhancing	enhance	VBG
work_gniikk56ozfrdkymnqceabofwe	258	36	motivation	motivation	NN
work_gniikk56ozfrdkymnqceabofwe	258	37	.	.	.
work_gniikk56ozfrdkymnqceabofwe	259	1	Indeed	indeed	RB
work_gniikk56ozfrdkymnqceabofwe	259	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	259	3	self-	self-	NN
work_gniikk56ozfrdkymnqceabofwe	259	4	confidence	confidence	NN
work_gniikk56ozfrdkymnqceabofwe	259	5	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	259	6	valuable	valuable	JJ
work_gniikk56ozfrdkymnqceabofwe	259	7	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	259	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	259	9	extent	extent	NN
work_gniikk56ozfrdkymnqceabofwe	259	10	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	259	11	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	259	12	improves	improve	VBZ
work_gniikk56ozfrdkymnqceabofwe	259	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	259	14	individual	individual	NN
work_gniikk56ozfrdkymnqceabofwe	259	15	’s	’s	POS
work_gniikk56ozfrdkymnqceabofwe	259	16	motivation	motivation	NN
work_gniikk56ozfrdkymnqceabofwe	259	17	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	259	18	undertake	undertake	VB
work_gniikk56ozfrdkymnqceabofwe	259	19	projects	project	NNS
work_gniikk56ozfrdkymnqceabofwe	259	20	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	259	21	persevere	persevere	RB
work_gniikk56ozfrdkymnqceabofwe	259	22	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	259	23	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	259	24	pursuit	pursuit	NN
work_gniikk56ozfrdkymnqceabofwe	259	25	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	259	26	her	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	259	27	goals	goal	NNS
work_gniikk56ozfrdkymnqceabofwe	259	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	260	1	Ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	260	2	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	260	3	effort	effort	NN
work_gniikk56ozfrdkymnqceabofwe	260	4	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	260	5	interact	interact	VB
work_gniikk56ozfrdkymnqceabofwe	260	6	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	260	7	determining	determine	VBG
work_gniikk56ozfrdkymnqceabofwe	260	8	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	260	9	:	:	:
work_gniikk56ozfrdkymnqceabofwe	260	10	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	260	11	most	most	JJS
work_gniikk56ozfrdkymnqceabofwe	260	12	instances	instance	NNS
work_gniikk56ozfrdkymnqceabofwe	260	13	they	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	260	14	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	260	15	complements	complement	NNS
work_gniikk56ozfrdkymnqceabofwe	260	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	260	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	260	18	so	so	RB
work_gniikk56ozfrdkymnqceabofwe	260	19	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	260	20	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	260	21	self-	self-	NNS
work_gniikk56ozfrdkymnqceabofwe	260	22	confidence	confidence	NN
work_gniikk56ozfrdkymnqceabofwe	260	23	improves	improve	VBZ
work_gniikk56ozfrdkymnqceabofwe	260	24	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	260	25	motivation	motivation	NN
work_gniikk56ozfrdkymnqceabofwe	260	26	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	260	27	act	act	VB
work_gniikk56ozfrdkymnqceabofwe	260	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	261	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	261	2	addition	addition	NN
work_gniikk56ozfrdkymnqceabofwe	261	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	261	4	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	261	5	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	261	6	imperfect	imperfect	JJ
work_gniikk56ozfrdkymnqceabofwe	261	7	knowledge	knowledge	NN
work_gniikk56ozfrdkymnqceabofwe	261	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	261	9	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	261	10	own	own	JJ
work_gniikk56ozfrdkymnqceabofwe	261	11	skills	skill	NNS
work_gniikk56ozfrdkymnqceabofwe	261	12	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	261	13	abilities	ability	NNS
work_gniikk56ozfrdkymnqceabofwe	261	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	261	15	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	261	16	standard	standard	JJ
work_gniikk56ozfrdkymnqceabofwe	261	17	observation	observation	NN
work_gniikk56ozfrdkymnqceabofwe	261	18	shows	show	VBZ
work_gniikk56ozfrdkymnqceabofwe	261	19	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	261	20	morale	morale	NN
work_gniikk56ozfrdkymnqceabofwe	261	21	plays	play	VBZ
work_gniikk56ozfrdkymnqceabofwe	261	22	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	261	23	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	261	24	role	role	NN
work_gniikk56ozfrdkymnqceabofwe	261	25	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	261	26	difficult	difficult	JJ
work_gniikk56ozfrdkymnqceabofwe	261	27	endeavors	endeavor	NNS
work_gniikk56ozfrdkymnqceabofwe	261	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	262	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	262	2	recent	recent	JJ
work_gniikk56ozfrdkymnqceabofwe	262	3	theoretical	theoretical	JJ
work_gniikk56ozfrdkymnqceabofwe	262	4	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	262	5	thus	thus	RB
work_gniikk56ozfrdkymnqceabofwe	262	6	accomplish	accomplish	VBP
work_gniikk56ozfrdkymnqceabofwe	262	7	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	262	8	model	model	VB
work_gniikk56ozfrdkymnqceabofwe	262	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	262	10	influence	influence	NN
work_gniikk56ozfrdkymnqceabofwe	262	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	262	12	behavioral	behavioral	JJ
work_gniikk56ozfrdkymnqceabofwe	262	13	traits	trait	NNS
work_gniikk56ozfrdkymnqceabofwe	262	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	262	15	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	262	16	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	262	17	distinguished	distinguish	VBN
work_gniikk56ozfrdkymnqceabofwe	262	18	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	262	19	cognitive	cognitive	JJ
work_gniikk56ozfrdkymnqceabofwe	262	20	ability	ability	NN
work_gniikk56ozfrdkymnqceabofwe	262	21	,	,	,
work_gniikk56ozfrdkymnqceabofwe	262	22	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	262	23	,	,	,
work_gniikk56ozfrdkymnqceabofwe	262	24	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	262	25	productive	productive	JJ
work_gniikk56ozfrdkymnqceabofwe	262	26	skills	skill	NNS
work_gniikk56ozfrdkymnqceabofwe	262	27	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	262	28	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	262	29	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	262	30	acquired	acquire	VBN
work_gniikk56ozfrdkymnqceabofwe	262	31	through	through	IN
work_gniikk56ozfrdkymnqceabofwe	262	32	education	education	NN
work_gniikk56ozfrdkymnqceabofwe	262	33	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	262	34	proper	proper	JJ
work_gniikk56ozfrdkymnqceabofwe	262	35	training	training	NN
work_gniikk56ozfrdkymnqceabofwe	262	36	,	,	,
work_gniikk56ozfrdkymnqceabofwe	262	37	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	262	38	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	262	39	differentials	differential	NNS
work_gniikk56ozfrdkymnqceabofwe	262	40	.	.	.
work_gniikk56ozfrdkymnqceabofwe	263	1	Indeed	indeed	RB
work_gniikk56ozfrdkymnqceabofwe	263	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	263	3	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	263	4	Bowles	Bowles	NNP
work_gniikk56ozfrdkymnqceabofwe	263	5	et	et	FW
work_gniikk56ozfrdkymnqceabofwe	263	6	al	al	NNP
work_gniikk56ozfrdkymnqceabofwe	263	7	.	.	.
work_gniikk56ozfrdkymnqceabofwe	264	1	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	264	2	2001	2001	CD
work_gniikk56ozfrdkymnqceabofwe	264	3	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	264	4	emphasize	emphasize	VBP
work_gniikk56ozfrdkymnqceabofwe	264	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	264	6	seemingly	seemingly	RB
work_gniikk56ozfrdkymnqceabofwe	264	7	irrelevant	irrelevant	JJ
work_gniikk56ozfrdkymnqceabofwe	264	8	characteristics	characteristic	NNS
work_gniikk56ozfrdkymnqceabofwe	264	9	such	such	JJ
work_gniikk56ozfrdkymnqceabofwe	264	10	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	264	11	height	height	NN
work_gniikk56ozfrdkymnqceabofwe	264	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	264	13	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	264	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	264	15	obesity	obesity	NN
work_gniikk56ozfrdkymnqceabofwe	264	16	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	264	17	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	264	18	potential	potential	JJ
work_gniikk56ozfrdkymnqceabofwe	264	19	role	role	NN
work_gniikk56ozfrdkymnqceabofwe	264	20	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	264	21	reliable	reliable	JJ
work_gniikk56ozfrdkymnqceabofwe	264	22	predictors	predictor	NNS
work_gniikk56ozfrdkymnqceabofwe	264	23	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	264	24	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	264	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	265	1	To	to	TO
work_gniikk56ozfrdkymnqceabofwe	265	2	conclude	conclude	VB
work_gniikk56ozfrdkymnqceabofwe	265	3	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	265	4	summarize	summarize	VB
work_gniikk56ozfrdkymnqceabofwe	265	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	265	6	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	265	7	view	view	VBP
work_gniikk56ozfrdkymnqceabofwe	265	8	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	265	9	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	265	10	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	265	11	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	265	12	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	265	13	explaining	explain	VBG
work_gniikk56ozfrdkymnqceabofwe	265	14	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	265	15	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	265	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	266	1	If	if	IN
work_gniikk56ozfrdkymnqceabofwe	266	2	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	266	3	has	have	VBZ
work_gniikk56ozfrdkymnqceabofwe	266	4	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	266	5	effect	effect	NN
work_gniikk56ozfrdkymnqceabofwe	266	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	266	7	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	266	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	266	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	266	10	one	one	PRP
work_gniikk56ozfrdkymnqceabofwe	266	11	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	266	12	rule	rule	VB
work_gniikk56ozfrdkymnqceabofwe	266	13	out	out	RP
work_gniikk56ozfrdkymnqceabofwe	266	14	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	266	15	Becker	becker	NN
work_gniikk56ozfrdkymnqceabofwe	266	16	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	266	17	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	266	18	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	266	19	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	266	20	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	266	21	do	do	VBP
work_gniikk56ozfrdkymnqceabofwe	266	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	266	23	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	266	24	hypothesis	hypothesis	NN
work_gniikk56ozfrdkymnqceabofwe	266	25	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	266	26	good	good	JJ
work_gniikk56ozfrdkymnqceabofwe	266	27	looks	look	VBZ
work_gniikk56ozfrdkymnqceabofwe	266	28	make	make	VBP
work_gniikk56ozfrdkymnqceabofwe	266	29	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	266	30	more	more	RBR
work_gniikk56ozfrdkymnqceabofwe	266	31	productive	productive	JJ
work_gniikk56ozfrdkymnqceabofwe	266	32	finds	find	VBZ
work_gniikk56ozfrdkymnqceabofwe	266	33	some	some	DT
work_gniikk56ozfrdkymnqceabofwe	266	34	support	support	NN
work_gniikk56ozfrdkymnqceabofwe	266	35	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	266	36	these	these	DT
work_gniikk56ozfrdkymnqceabofwe	266	37	theoretical	theoretical	JJ
work_gniikk56ozfrdkymnqceabofwe	266	38	mechanisms	mechanism	NNS
work_gniikk56ozfrdkymnqceabofwe	266	39	.	.	.
work_gniikk56ozfrdkymnqceabofwe	267	1	Essentially	essentially	RB
work_gniikk56ozfrdkymnqceabofwe	267	2	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	267	3	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	267	4	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	267	5	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	267	6	attractive	attractive	JJ
work_gniikk56ozfrdkymnqceabofwe	267	7	people	people	NNS
work_gniikk56ozfrdkymnqceabofwe	267	8	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	267	9	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	267	10	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	267	11	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	267	12	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	267	13	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	267	14	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	267	15	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	267	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	267	17	past	past	NN
work_gniikk56ozfrdkymnqceabofwe	267	18	because	because	IN
work_gniikk56ozfrdkymnqceabofwe	267	19	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	267	20	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	267	21	parental	parental	NN
work_gniikk56ozfrdkymnqceabofwe	267	22	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	267	23	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	267	24	teacher	teacher	NN
work_gniikk56ozfrdkymnqceabofwe	267	25	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	267	26	solicitude	solicitude	JJ
work_gniikk56ozfrdkymnqceabofwe	267	27	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	267	28	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	267	29	past	past	JJ
work_gniikk56ozfrdkymnqceabofwe	267	30	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	267	31	current	current	JJ
work_gniikk56ozfrdkymnqceabofwe	267	32	social	social	JJ
work_gniikk56ozfrdkymnqceabofwe	267	33	stereotypes	stereotype	NNS
work_gniikk56ozfrdkymnqceabofwe	267	34	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	267	35	affect	affect	VBP
work_gniikk56ozfrdkymnqceabofwe	267	36	self-	self-	NNS
work_gniikk56ozfrdkymnqceabofwe	267	37	esteem	esteem	NN
work_gniikk56ozfrdkymnqceabofwe	267	38	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	267	39	motivation	motivation	NN
work_gniikk56ozfrdkymnqceabofwe	267	40	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	267	41	hence	hence	RB
work_gniikk56ozfrdkymnqceabofwe	267	42	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	267	43	via	via	IN
work_gniikk56ozfrdkymnqceabofwe	267	44	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	267	45	self	self	NN
work_gniikk56ozfrdkymnqceabofwe	267	46	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	267	47	fulfilling	fulfil	VBG
work_gniikk56ozfrdkymnqceabofwe	267	48	prophecy	prophecy	NN
work_gniikk56ozfrdkymnqceabofwe	267	49	.	.	.
work_gniikk56ozfrdkymnqceabofwe	268	1	10	10	CD
work_gniikk56ozfrdkymnqceabofwe	268	2	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	268	3	view	view	VBP
work_gniikk56ozfrdkymnqceabofwe	268	4	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	268	5	fact	fact	NN
work_gniikk56ozfrdkymnqceabofwe	268	6	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	268	7	we	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	268	8	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	268	9	rule	rule	VB
work_gniikk56ozfrdkymnqceabofwe	268	10	out	out	RP
work_gniikk56ozfrdkymnqceabofwe	268	11	another	another	DT
work_gniikk56ozfrdkymnqceabofwe	268	12	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	268	13	possibility	possibility	NN
work_gniikk56ozfrdkymnqceabofwe	268	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	268	15	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	268	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	268	17	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	268	18	differential	differential	NN
work_gniikk56ozfrdkymnqceabofwe	268	19	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	268	20	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	268	21	simply	simply	RB
work_gniikk56ozfrdkymnqceabofwe	268	22	influence	influence	VB
work_gniikk56ozfrdkymnqceabofwe	268	23	professor	professor	NN
work_gniikk56ozfrdkymnqceabofwe	268	24	appraisals	appraisal	NNS
work_gniikk56ozfrdkymnqceabofwe	268	25	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	268	26	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	268	27	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	268	28	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	268	29	though	though	IN
work_gniikk56ozfrdkymnqceabofwe	268	30	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	268	31	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	268	32	,	,	,
work_gniikk56ozfrdkymnqceabofwe	268	33	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	268	34	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	268	35	important	important	JJ
work_gniikk56ozfrdkymnqceabofwe	268	36	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	268	37	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	268	38	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	268	39	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	268	40	.	.	.
work_gniikk56ozfrdkymnqceabofwe	269	1	Given	give	VBN
work_gniikk56ozfrdkymnqceabofwe	269	2	this	this	DT
work_gniikk56ozfrdkymnqceabofwe	269	3	perspective	perspective	NN
work_gniikk56ozfrdkymnqceabofwe	269	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	269	5	one	one	PRP
work_gniikk56ozfrdkymnqceabofwe	269	6	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	269	7	relate	relate	VB
work_gniikk56ozfrdkymnqceabofwe	269	8	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	269	9	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	269	10	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	269	11	complement	complement	VB
work_gniikk56ozfrdkymnqceabofwe	269	12	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	269	13	received	receive	VBN
work_gniikk56ozfrdkymnqceabofwe	269	14	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	269	15	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	269	16	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	269	17	effects	effect	NNS
work_gniikk56ozfrdkymnqceabofwe	269	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	269	19	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	269	20	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	269	21	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	269	22	labour	labour	JJ
work_gniikk56ozfrdkymnqceabofwe	269	23	market	market	NN
work_gniikk56ozfrdkymnqceabofwe	269	24	.	.	.
work_gniikk56ozfrdkymnqceabofwe	270	1	If	if	IN
work_gniikk56ozfrdkymnqceabofwe	270	2	differential	differential	NN
work_gniikk56ozfrdkymnqceabofwe	270	3	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	270	4	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	270	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	270	6	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	270	7	translates	translate	NNS
work_gniikk56ozfrdkymnqceabofwe	270	8	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	270	9	differential	differential	NN
work_gniikk56ozfrdkymnqceabofwe	270	10	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	270	11	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	270	12	work	work	NN
work_gniikk56ozfrdkymnqceabofwe	270	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	270	14	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	270	15	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	270	16	wages	wage	NNS
work_gniikk56ozfrdkymnqceabofwe	270	17	arising	arise	VBG
work_gniikk56ozfrdkymnqceabofwe	270	18	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	270	19	differences	difference	NNS
work_gniikk56ozfrdkymnqceabofwe	270	20	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	270	21	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	270	22	could	could	MD
work_gniikk56ozfrdkymnqceabofwe	270	23	also	also	RB
work_gniikk56ozfrdkymnqceabofwe	270	24	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	270	25	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	270	26	result	result	NN
work_gniikk56ozfrdkymnqceabofwe	270	27	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	270	28	different	different	JJ
work_gniikk56ozfrdkymnqceabofwe	270	29	performances	performance	NNS
work_gniikk56ozfrdkymnqceabofwe	270	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	271	1	In	in	IN
work_gniikk56ozfrdkymnqceabofwe	271	2	other	other	JJ
work_gniikk56ozfrdkymnqceabofwe	271	3	words	word	NNS
work_gniikk56ozfrdkymnqceabofwe	271	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	271	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	271	6	proportion	proportion	NN
work_gniikk56ozfrdkymnqceabofwe	271	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	271	8	wage	wage	NN
work_gniikk56ozfrdkymnqceabofwe	271	9	differential	differential	NN
work_gniikk56ozfrdkymnqceabofwe	271	10	that	that	WDT
work_gniikk56ozfrdkymnqceabofwe	271	11	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	271	12	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	271	13	attributed	attribute	VBN
work_gniikk56ozfrdkymnqceabofwe	271	14	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	271	15	greater	great	JJR
work_gniikk56ozfrdkymnqceabofwe	271	16	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	271	17	as	as	IN
work_gniikk56ozfrdkymnqceabofwe	271	18	opposed	oppose	VBN
work_gniikk56ozfrdkymnqceabofwe	271	19	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	271	20	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	271	21	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	271	22	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	271	23	higher	high	JJR
work_gniikk56ozfrdkymnqceabofwe	271	24	than	than	IN
work_gniikk56ozfrdkymnqceabofwe	271	25	what	what	WP
work_gniikk56ozfrdkymnqceabofwe	271	26	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	271	27	implied	imply	VBN
work_gniikk56ozfrdkymnqceabofwe	271	28	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	271	29	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	271	30	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	271	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	272	1	V.	V.	NNP
work_gniikk56ozfrdkymnqceabofwe	272	2	Conclusions	Conclusions	NNPS
work_gniikk56ozfrdkymnqceabofwe	272	3	10	10	CD
work_gniikk56ozfrdkymnqceabofwe	272	4	As	as	IN
work_gniikk56ozfrdkymnqceabofwe	272	5	noted	note	VBN
work_gniikk56ozfrdkymnqceabofwe	272	6	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	272	7	Langlois	Langlois	NNP
work_gniikk56ozfrdkymnqceabofwe	272	8	et	et	NNP
work_gniikk56ozfrdkymnqceabofwe	272	9	al	al	NNP
work_gniikk56ozfrdkymnqceabofwe	272	10	.	.	.
work_gniikk56ozfrdkymnqceabofwe	273	1	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	273	2	question	question	NN
work_gniikk56ozfrdkymnqceabofwe	273	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	273	4	why	why	WRB
work_gniikk56ozfrdkymnqceabofwe	273	5	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	273	6	how	how	WRB
work_gniikk56ozfrdkymnqceabofwe	273	7	stereotypes	stereotype	NNS
work_gniikk56ozfrdkymnqceabofwe	273	8	based	base	VBN
work_gniikk56ozfrdkymnqceabofwe	273	9	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	273	10	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	273	11	originated	originate	VBN
work_gniikk56ozfrdkymnqceabofwe	273	12	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	273	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	273	14	first	first	JJ
work_gniikk56ozfrdkymnqceabofwe	273	15	place	place	NN
work_gniikk56ozfrdkymnqceabofwe	273	16	remains	remain	VBZ
work_gniikk56ozfrdkymnqceabofwe	273	17	unanswered	unanswered	JJ
work_gniikk56ozfrdkymnqceabofwe	273	18	.	.	.
work_gniikk56ozfrdkymnqceabofwe	274	1	17	17	CD
work_gniikk56ozfrdkymnqceabofwe	274	2	We	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	274	3	conduct	conduct	VBP
work_gniikk56ozfrdkymnqceabofwe	274	4	an	an	DT
work_gniikk56ozfrdkymnqceabofwe	274	5	empirical	empirical	JJ
work_gniikk56ozfrdkymnqceabofwe	274	6	analysis	analysis	NN
work_gniikk56ozfrdkymnqceabofwe	274	7	using	use	VBG
work_gniikk56ozfrdkymnqceabofwe	274	8	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	274	9	large	large	JJ
work_gniikk56ozfrdkymnqceabofwe	274	10	dataset	dataset	NN
work_gniikk56ozfrdkymnqceabofwe	274	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	274	12	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	274	13	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	274	14	records	record	NNS
work_gniikk56ozfrdkymnqceabofwe	274	15	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	274	16	find	find	VB
work_gniikk56ozfrdkymnqceabofwe	274	17	evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	274	18	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	274	19	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	274	20	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	274	21	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	274	22	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	274	23	facial	facial	JJ
work_gniikk56ozfrdkymnqceabofwe	274	24	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	274	25	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	274	26	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	274	27	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	274	28	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	274	29	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	274	30	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	274	31	.	.	.
work_gniikk56ozfrdkymnqceabofwe	275	1	This	this	DT
work_gniikk56ozfrdkymnqceabofwe	275	2	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	275	3	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	275	4	line	line	NN
work_gniikk56ozfrdkymnqceabofwe	275	5	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	275	6	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	275	7	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	275	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	275	9	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	275	10	number	number	NN
work_gniikk56ozfrdkymnqceabofwe	275	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	275	12	papers	paper	NNS
work_gniikk56ozfrdkymnqceabofwe	275	13	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	275	14	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	275	15	labor	labor	NN
work_gniikk56ozfrdkymnqceabofwe	275	16	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	275	17	which	which	WDT
work_gniikk56ozfrdkymnqceabofwe	275	18	find	find	VBP
work_gniikk56ozfrdkymnqceabofwe	275	19	that	that	IN
work_gniikk56ozfrdkymnqceabofwe	275	20	workers	worker	NNS
work_gniikk56ozfrdkymnqceabofwe	275	21	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	275	22	looks	look	NNS
work_gniikk56ozfrdkymnqceabofwe	275	23	have	have	VBP
work_gniikk56ozfrdkymnqceabofwe	275	24	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	275	25	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	275	26	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	275	27	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	275	28	their	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	275	29	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	275	30	.	.	.
work_gniikk56ozfrdkymnqceabofwe	276	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	276	2	main	main	JJ
work_gniikk56ozfrdkymnqceabofwe	276	3	results	result	NNS
work_gniikk56ozfrdkymnqceabofwe	276	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	276	5	our	-PRON-	PRP$
work_gniikk56ozfrdkymnqceabofwe	276	6	empirical	empirical	JJ
work_gniikk56ozfrdkymnqceabofwe	276	7	analysis	analysis	NN
work_gniikk56ozfrdkymnqceabofwe	276	8	are	be	VBP
work_gniikk56ozfrdkymnqceabofwe	276	9	three	three	CD
work_gniikk56ozfrdkymnqceabofwe	276	10	:	:	SYM
work_gniikk56ozfrdkymnqceabofwe	276	11	1	1	LS
work_gniikk56ozfrdkymnqceabofwe	276	12	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	276	13	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	276	14	impact	impact	NN
work_gniikk56ozfrdkymnqceabofwe	276	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	276	16	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	276	17	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	276	18	positive	positive	JJ
work_gniikk56ozfrdkymnqceabofwe	276	19	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	276	20	significant	significant	JJ
work_gniikk56ozfrdkymnqceabofwe	276	21	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	276	22	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	276	23	decision	decision	NN
work_gniikk56ozfrdkymnqceabofwe	276	24	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	276	25	participate	participate	VB
work_gniikk56ozfrdkymnqceabofwe	276	26	,	,	,
work_gniikk56ozfrdkymnqceabofwe	276	27	that	that	DT
work_gniikk56ozfrdkymnqceabofwe	276	28	is	be	VBZ
work_gniikk56ozfrdkymnqceabofwe	276	29	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	276	30	sit	sit	VB
work_gniikk56ozfrdkymnqceabofwe	276	31	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	276	32	pass	pass	VB
work_gniikk56ozfrdkymnqceabofwe	276	33	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	276	34	once	once	RB
work_gniikk56ozfrdkymnqceabofwe	276	35	enrolled	enrol	VBN
work_gniikk56ozfrdkymnqceabofwe	276	36	at	at	IN
work_gniikk56ozfrdkymnqceabofwe	276	37	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	276	38	university	university	NN
work_gniikk56ozfrdkymnqceabofwe	276	39	.	.	.
work_gniikk56ozfrdkymnqceabofwe	277	1	2	2	LS
work_gniikk56ozfrdkymnqceabofwe	277	2	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	277	3	Beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	277	4	affects	affect	NNS
work_gniikk56ozfrdkymnqceabofwe	277	5	significantly	significantly	RB
work_gniikk56ozfrdkymnqceabofwe	277	6	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	277	7	positively	positively	RB
work_gniikk56ozfrdkymnqceabofwe	277	8	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	277	9	performance	performance	NN
work_gniikk56ozfrdkymnqceabofwe	277	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	277	11	active	active	JJ
work_gniikk56ozfrdkymnqceabofwe	277	12	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	277	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	277	14	i.e.	i.e.	FW
work_gniikk56ozfrdkymnqceabofwe	277	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	277	16	students	student	NNS
work_gniikk56ozfrdkymnqceabofwe	277	17	who	who	WP
work_gniikk56ozfrdkymnqceabofwe	277	18	chooses	choose	VBZ
work_gniikk56ozfrdkymnqceabofwe	277	19	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	277	20	sit	sit	VB
work_gniikk56ozfrdkymnqceabofwe	277	21	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	277	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	278	1	3	3	LS
work_gniikk56ozfrdkymnqceabofwe	278	2	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	278	3	Distinguishing	distinguish	VBG
work_gniikk56ozfrdkymnqceabofwe	278	4	between	between	IN
work_gniikk56ozfrdkymnqceabofwe	278	5	oral	oral	JJ
work_gniikk56ozfrdkymnqceabofwe	278	6	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	278	7	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	278	8	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	278	9	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	278	10	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	278	11	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	278	12	observed	observe	VBN
work_gniikk56ozfrdkymnqceabofwe	278	13	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	278	14	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	278	15	professors	professor	NNS
work_gniikk56ozfrdkymnqceabofwe	278	16	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	278	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	278	18	written	write	VBN
work_gniikk56ozfrdkymnqceabofwe	278	19	exams	exam	NNS
work_gniikk56ozfrdkymnqceabofwe	278	20	(	(	-LRB-
work_gniikk56ozfrdkymnqceabofwe	278	21	where	where	WRB
work_gniikk56ozfrdkymnqceabofwe	278	22	it	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	278	23	can	can	MD
work_gniikk56ozfrdkymnqceabofwe	278	24	not	not	RB
work_gniikk56ozfrdkymnqceabofwe	278	25	be	be	VB
work_gniikk56ozfrdkymnqceabofwe	278	26	observed	observe	VBN
work_gniikk56ozfrdkymnqceabofwe	278	27	)	)	-RRB-
work_gniikk56ozfrdkymnqceabofwe	278	28	allows	allow	VBZ
work_gniikk56ozfrdkymnqceabofwe	278	29	us	-PRON-	PRP
work_gniikk56ozfrdkymnqceabofwe	278	30	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	278	31	reject	reject	VB
work_gniikk56ozfrdkymnqceabofwe	278	32	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	278	33	hypothesis	hypothesis	NN
work_gniikk56ozfrdkymnqceabofwe	278	34	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	278	35	pure	pure	JJ
work_gniikk56ozfrdkymnqceabofwe	278	36	Becker	Becker	NNP
work_gniikk56ozfrdkymnqceabofwe	278	37	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	278	38	type	type	NN
work_gniikk56ozfrdkymnqceabofwe	278	39	discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	278	40	based	base	VBN
work_gniikk56ozfrdkymnqceabofwe	278	41	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	278	42	beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	278	43	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	278	44	stemming	stem	VBG
work_gniikk56ozfrdkymnqceabofwe	278	45	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	278	46	professorial	professorial	JJ
work_gniikk56ozfrdkymnqceabofwe	278	47	tastes	taste	NNS
work_gniikk56ozfrdkymnqceabofwe	278	48	.	.	.
work_gniikk56ozfrdkymnqceabofwe	279	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	279	2	paper	paper	NN
work_gniikk56ozfrdkymnqceabofwe	279	3	concludes	conclude	VBZ
work_gniikk56ozfrdkymnqceabofwe	279	4	with	with	IN
work_gniikk56ozfrdkymnqceabofwe	279	5	a	a	DT
work_gniikk56ozfrdkymnqceabofwe	279	6	brief	brief	JJ
work_gniikk56ozfrdkymnqceabofwe	279	7	discussion	discussion	NN
work_gniikk56ozfrdkymnqceabofwe	279	8	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	279	9	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	279	10	theories	theory	NNS
work_gniikk56ozfrdkymnqceabofwe	279	11	advanced	advance	VBN
work_gniikk56ozfrdkymnqceabofwe	279	12	by	by	IN
work_gniikk56ozfrdkymnqceabofwe	279	13	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	279	14	psychological	psychological	JJ
work_gniikk56ozfrdkymnqceabofwe	279	15	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	279	16	economic	economic	JJ
work_gniikk56ozfrdkymnqceabofwe	279	17	literature	literature	NN
work_gniikk56ozfrdkymnqceabofwe	279	18	to	to	TO
work_gniikk56ozfrdkymnqceabofwe	279	19	explain	explain	VB
work_gniikk56ozfrdkymnqceabofwe	279	20	why	why	WRB
work_gniikk56ozfrdkymnqceabofwe	279	21	attractiveness	attractiveness	NN
work_gniikk56ozfrdkymnqceabofwe	279	22	may	may	MD
work_gniikk56ozfrdkymnqceabofwe	279	23	influence	influence	VB
work_gniikk56ozfrdkymnqceabofwe	279	24	productivity	productivity	NN
work_gniikk56ozfrdkymnqceabofwe	279	25	.	.	.
work_gniikk56ozfrdkymnqceabofwe	280	1	References	References	NNPS
work_gniikk56ozfrdkymnqceabofwe	280	2	Andreoni	Andreoni	NNP
work_gniikk56ozfrdkymnqceabofwe	280	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	280	4	J.	J.	NNP
work_gniikk56ozfrdkymnqceabofwe	280	5	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	280	6	R.	R.	NNP
work_gniikk56ozfrdkymnqceabofwe	280	7	Petrie	Petrie	NNP
work_gniikk56ozfrdkymnqceabofwe	280	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	280	9	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	280	10	.	.	.
work_gniikk56ozfrdkymnqceabofwe	281	1	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	281	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	281	3	Gender	Gender	NNP
work_gniikk56ozfrdkymnqceabofwe	281	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	281	5	Stereotypes	Stereotypes	NNPS
work_gniikk56ozfrdkymnqceabofwe	281	6	:	:	:
work_gniikk56ozfrdkymnqceabofwe	281	7	Evidence	evidence	NN
work_gniikk56ozfrdkymnqceabofwe	281	8	from	from	IN
work_gniikk56ozfrdkymnqceabofwe	281	9	Laboratory	Laboratory	NNP
work_gniikk56ozfrdkymnqceabofwe	281	10	Experiments	Experiments	NNPS
work_gniikk56ozfrdkymnqceabofwe	281	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	281	12	mimeo	mimeo	NNP
work_gniikk56ozfrdkymnqceabofwe	281	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	281	14	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	281	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	281	16	Wisconsin	Wisconsin	NNP
work_gniikk56ozfrdkymnqceabofwe	281	17	.	.	.
work_gniikk56ozfrdkymnqceabofwe	282	1	Averett	Averett	NNP
work_gniikk56ozfrdkymnqceabofwe	282	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	282	3	S.	S.	NNP
work_gniikk56ozfrdkymnqceabofwe	282	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	282	5	S.	S.	NNP
work_gniikk56ozfrdkymnqceabofwe	282	6	Korenman	Korenman	NNP
work_gniikk56ozfrdkymnqceabofwe	282	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	282	8	1996	1996	CD
work_gniikk56ozfrdkymnqceabofwe	282	9	.	.	.
work_gniikk56ozfrdkymnqceabofwe	283	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	283	2	Economic	Economic	NNP
work_gniikk56ozfrdkymnqceabofwe	283	3	Reality	Reality	NNP
work_gniikk56ozfrdkymnqceabofwe	283	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	283	5	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	283	6	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	283	7	Myth	Myth	NNP
work_gniikk56ozfrdkymnqceabofwe	283	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	283	9	Journal	Journal	NNP
work_gniikk56ozfrdkymnqceabofwe	283	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	283	11	Human	Human	NNP
work_gniikk56ozfrdkymnqceabofwe	283	12	Resources	Resources	NNPS
work_gniikk56ozfrdkymnqceabofwe	283	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	283	14	31	31	CD
work_gniikk56ozfrdkymnqceabofwe	283	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	283	16	2	2	CD
work_gniikk56ozfrdkymnqceabofwe	283	17	,	,	,
work_gniikk56ozfrdkymnqceabofwe	283	18	304	304	CD
work_gniikk56ozfrdkymnqceabofwe	283	19	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	283	20	330	330	CD
work_gniikk56ozfrdkymnqceabofwe	283	21	.	.	.
work_gniikk56ozfrdkymnqceabofwe	284	1	Becker	Becker	NNP
work_gniikk56ozfrdkymnqceabofwe	284	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	284	3	G.	G.	NNP
work_gniikk56ozfrdkymnqceabofwe	284	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	284	5	1957	1957	CD
work_gniikk56ozfrdkymnqceabofwe	284	6	.	.	.
work_gniikk56ozfrdkymnqceabofwe	285	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	285	2	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	285	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	285	4	Discrimination	Discrimination	NNP
work_gniikk56ozfrdkymnqceabofwe	285	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	285	6	Chicago	Chicago	NNP
work_gniikk56ozfrdkymnqceabofwe	285	7	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	285	8	Press	Press	NNP
work_gniikk56ozfrdkymnqceabofwe	285	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	285	10	Chicago	Chicago	NNP
work_gniikk56ozfrdkymnqceabofwe	285	11	.	.	.
work_gniikk56ozfrdkymnqceabofwe	286	1	Benabou	Benabou	NNP
work_gniikk56ozfrdkymnqceabofwe	286	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	286	3	R	r	NN
work_gniikk56ozfrdkymnqceabofwe	286	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	286	5	J.	J.	NNP
work_gniikk56ozfrdkymnqceabofwe	286	6	Tirole	Tirole	NNP
work_gniikk56ozfrdkymnqceabofwe	286	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	286	8	2002	2002	CD
work_gniikk56ozfrdkymnqceabofwe	286	9	.	.	.
work_gniikk56ozfrdkymnqceabofwe	287	1	Self	self	NN
work_gniikk56ozfrdkymnqceabofwe	287	2	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	287	3	confidence	confidence	NN
work_gniikk56ozfrdkymnqceabofwe	287	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	287	5	Personal	Personal	NNP
work_gniikk56ozfrdkymnqceabofwe	287	6	Motivation	Motivation	NNP
work_gniikk56ozfrdkymnqceabofwe	287	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	287	8	Quarterly	Quarterly	NNP
work_gniikk56ozfrdkymnqceabofwe	287	9	Journal	Journal	NNP
work_gniikk56ozfrdkymnqceabofwe	287	10	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	287	11	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	287	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	287	13	117	117	CD
work_gniikk56ozfrdkymnqceabofwe	287	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	287	15	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	287	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	287	17	871	871	CD
work_gniikk56ozfrdkymnqceabofwe	287	18	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	287	19	915	915	CD
work_gniikk56ozfrdkymnqceabofwe	287	20	.	.	.
work_gniikk56ozfrdkymnqceabofwe	288	1	Biddle	Biddle	NNP
work_gniikk56ozfrdkymnqceabofwe	288	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	288	3	J.E.	J.E.	NNP
work_gniikk56ozfrdkymnqceabofwe	289	1	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	289	2	D.S.	D.S.	NNP
work_gniikk56ozfrdkymnqceabofwe	290	1	Hamermesh	Hamermesh	NNP
work_gniikk56ozfrdkymnqceabofwe	290	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	290	3	1998	1998	CD
work_gniikk56ozfrdkymnqceabofwe	290	4	.	.	.
work_gniikk56ozfrdkymnqceabofwe	291	1	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	291	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	291	3	Productivity	Productivity	NNP
work_gniikk56ozfrdkymnqceabofwe	291	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	291	5	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	291	6	Discrimination	discrimination	NN
work_gniikk56ozfrdkymnqceabofwe	291	7	:	:	:
work_gniikk56ozfrdkymnqceabofwe	291	8	Lawyers	lawyer	NNS
work_gniikk56ozfrdkymnqceabofwe	291	9	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	291	10	Looks	look	VBZ
work_gniikk56ozfrdkymnqceabofwe	291	11	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	291	12	Lucre	Lucre	NNP
work_gniikk56ozfrdkymnqceabofwe	291	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	291	14	Journal	Journal	NNP
work_gniikk56ozfrdkymnqceabofwe	291	15	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	291	16	Labor	Labor	NNP
work_gniikk56ozfrdkymnqceabofwe	291	17	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	291	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	291	19	16	16	CD
work_gniikk56ozfrdkymnqceabofwe	291	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	291	21	1	1	CD
work_gniikk56ozfrdkymnqceabofwe	291	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	291	23	172	172	CD
work_gniikk56ozfrdkymnqceabofwe	291	24	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	291	25	201	201	CD
work_gniikk56ozfrdkymnqceabofwe	291	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	292	1	Bowles	Bowles	NNP
work_gniikk56ozfrdkymnqceabofwe	292	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	292	3	S.	S.	NNP
work_gniikk56ozfrdkymnqceabofwe	292	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	292	5	H.	H.	NNP
work_gniikk56ozfrdkymnqceabofwe	292	6	Gintis	Gintis	NNP
work_gniikk56ozfrdkymnqceabofwe	292	7	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	292	8	M.	M.	NNP
work_gniikk56ozfrdkymnqceabofwe	292	9	Osborne	Osborne	NNP
work_gniikk56ozfrdkymnqceabofwe	292	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	292	11	2001	2001	CD
work_gniikk56ozfrdkymnqceabofwe	292	12	.	.	.
work_gniikk56ozfrdkymnqceabofwe	293	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	293	2	determinants	determinant	NNS
work_gniikk56ozfrdkymnqceabofwe	293	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	293	4	earnings	earning	NNS
work_gniikk56ozfrdkymnqceabofwe	293	5	:	:	:
work_gniikk56ozfrdkymnqceabofwe	293	6	A	a	DT
work_gniikk56ozfrdkymnqceabofwe	293	7	Behavioral	Behavioral	NNP
work_gniikk56ozfrdkymnqceabofwe	293	8	Approach	Approach	NNP
work_gniikk56ozfrdkymnqceabofwe	293	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	293	10	Journal	Journal	NNP
work_gniikk56ozfrdkymnqceabofwe	293	11	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	293	12	Economic	Economic	NNP
work_gniikk56ozfrdkymnqceabofwe	293	13	Literature	Literature	NNP
work_gniikk56ozfrdkymnqceabofwe	293	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	293	15	39	39	CD
work_gniikk56ozfrdkymnqceabofwe	293	16	,	,	,
work_gniikk56ozfrdkymnqceabofwe	293	17	1137	1137	CD
work_gniikk56ozfrdkymnqceabofwe	293	18	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	293	19	1176	1176	CD
work_gniikk56ozfrdkymnqceabofwe	293	20	.	.	.
work_gniikk56ozfrdkymnqceabofwe	294	1	Checchi	Checchi	NNP
work_gniikk56ozfrdkymnqceabofwe	294	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	294	3	D.	D.	NNP
work_gniikk56ozfrdkymnqceabofwe	294	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	294	5	G.	G.	NNP
work_gniikk56ozfrdkymnqceabofwe	294	6	Pravettoni	Pravettoni	NNP
work_gniikk56ozfrdkymnqceabofwe	294	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	294	8	2003	2003	CD
work_gniikk56ozfrdkymnqceabofwe	294	9	.	.	.
work_gniikk56ozfrdkymnqceabofwe	295	1	Self	self	NN
work_gniikk56ozfrdkymnqceabofwe	295	2	–	–	:
work_gniikk56ozfrdkymnqceabofwe	295	3	esteem	esteem	VB
work_gniikk56ozfrdkymnqceabofwe	295	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	295	5	educational	educational	JJ
work_gniikk56ozfrdkymnqceabofwe	295	6	attainment	attainment	JJ
work_gniikk56ozfrdkymnqceabofwe	295	7	,	,	,
work_gniikk56ozfrdkymnqceabofwe	295	8	Working	Working	NNP
work_gniikk56ozfrdkymnqceabofwe	295	9	Paper	Paper	NNP
work_gniikk56ozfrdkymnqceabofwe	295	10	30.2003	30.2003	CD
work_gniikk56ozfrdkymnqceabofwe	295	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	295	12	Dipartimento	Dipartimento	NNP
work_gniikk56ozfrdkymnqceabofwe	295	13	di	di	NNP
work_gniikk56ozfrdkymnqceabofwe	295	14	Economia	Economia	NNP
work_gniikk56ozfrdkymnqceabofwe	295	15	e	e	NNP
work_gniikk56ozfrdkymnqceabofwe	295	16	Politica	Politica	NNP
work_gniikk56ozfrdkymnqceabofwe	295	17	Aziendale	Aziendale	NNP
work_gniikk56ozfrdkymnqceabofwe	295	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	295	19	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	295	20	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	295	21	Milano	Milano	NNP
work_gniikk56ozfrdkymnqceabofwe	295	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	296	1	18	18	CD
work_gniikk56ozfrdkymnqceabofwe	296	2	Hamermesh	Hamermesh	NNP
work_gniikk56ozfrdkymnqceabofwe	296	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	296	4	D.S.	D.S.	NNP
work_gniikk56ozfrdkymnqceabofwe	297	1	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	297	2	J.E.	J.E.	NNP
work_gniikk56ozfrdkymnqceabofwe	298	1	Biddle	Biddle	NNP
work_gniikk56ozfrdkymnqceabofwe	298	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	298	3	1994	1994	CD
work_gniikk56ozfrdkymnqceabofwe	298	4	.	.	.
work_gniikk56ozfrdkymnqceabofwe	299	1	Beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	299	2	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	299	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	299	4	Labor	Labor	NNP
work_gniikk56ozfrdkymnqceabofwe	299	5	Market	Market	NNP
work_gniikk56ozfrdkymnqceabofwe	299	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	299	7	American	American	NNP
work_gniikk56ozfrdkymnqceabofwe	299	8	Economic	Economic	NNP
work_gniikk56ozfrdkymnqceabofwe	299	9	Review	Review	NNP
work_gniikk56ozfrdkymnqceabofwe	299	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	299	11	84	84	CD
work_gniikk56ozfrdkymnqceabofwe	299	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	299	13	5	5	CD
work_gniikk56ozfrdkymnqceabofwe	299	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	299	15	1174	1174	CD
work_gniikk56ozfrdkymnqceabofwe	299	16	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	299	17	1194	1194	CD
work_gniikk56ozfrdkymnqceabofwe	299	18	.	.	.
work_gniikk56ozfrdkymnqceabofwe	300	1	Hamermesh	Hamermesh	NNP
work_gniikk56ozfrdkymnqceabofwe	300	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	300	3	D.S.	D.S.	NNP
work_gniikk56ozfrdkymnqceabofwe	301	1	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	301	2	A.M.	A.M.	NNP
work_gniikk56ozfrdkymnqceabofwe	301	3	Parker	Parker	NNP
work_gniikk56ozfrdkymnqceabofwe	301	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	301	5	2003	2003	CD
work_gniikk56ozfrdkymnqceabofwe	301	6	.	.	.
work_gniikk56ozfrdkymnqceabofwe	302	1	Beauty	beauty	NN
work_gniikk56ozfrdkymnqceabofwe	302	2	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	302	3	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	302	4	Classroom	classroom	NN
work_gniikk56ozfrdkymnqceabofwe	302	5	:	:	:
work_gniikk56ozfrdkymnqceabofwe	302	6	Professors	professor	NNS
work_gniikk56ozfrdkymnqceabofwe	302	7	’	'	''
work_gniikk56ozfrdkymnqceabofwe	302	8	Pulchritude	Pulchritude	NNP
work_gniikk56ozfrdkymnqceabofwe	302	9	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	302	10	Putative	Putative	NNP
work_gniikk56ozfrdkymnqceabofwe	302	11	Pedagogical	Pedagogical	NNP
work_gniikk56ozfrdkymnqceabofwe	302	12	Productivity	Productivity	NNP
work_gniikk56ozfrdkymnqceabofwe	302	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	302	14	NBER	NBER	NNP
work_gniikk56ozfrdkymnqceabofwe	302	15	Working	Working	NNP
work_gniikk56ozfrdkymnqceabofwe	302	16	Paper	Paper	NNP
work_gniikk56ozfrdkymnqceabofwe	302	17	Series	Series	NNP
work_gniikk56ozfrdkymnqceabofwe	302	18	,	,	,
work_gniikk56ozfrdkymnqceabofwe	302	19	#	#	$
work_gniikk56ozfrdkymnqceabofwe	302	20	9853	9853	CD
work_gniikk56ozfrdkymnqceabofwe	302	21	.	.	.
work_gniikk56ozfrdkymnqceabofwe	303	1	Harper	Harper	NNP
work_gniikk56ozfrdkymnqceabofwe	303	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	303	3	B.	B.	NNP
work_gniikk56ozfrdkymnqceabofwe	303	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	303	5	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	303	6	.	.	.
work_gniikk56ozfrdkymnqceabofwe	304	1	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	304	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	304	3	Stature	Stature	NNP
work_gniikk56ozfrdkymnqceabofwe	304	4	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	304	5	the	the	DT
work_gniikk56ozfrdkymnqceabofwe	304	6	Labour	Labour	NNP
work_gniikk56ozfrdkymnqceabofwe	304	7	Market	Market	NNP
work_gniikk56ozfrdkymnqceabofwe	304	8	:	:	:
work_gniikk56ozfrdkymnqceabofwe	304	9	A	a	DT
work_gniikk56ozfrdkymnqceabofwe	304	10	British	British	NNP
work_gniikk56ozfrdkymnqceabofwe	304	11	Cohort	Cohort	NNP
work_gniikk56ozfrdkymnqceabofwe	304	12	Study	Study	NNP
work_gniikk56ozfrdkymnqceabofwe	304	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	304	14	Oxford	Oxford	NNP
work_gniikk56ozfrdkymnqceabofwe	304	15	Bulletin	Bulletin	NNP
work_gniikk56ozfrdkymnqceabofwe	304	16	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	304	17	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	304	18	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	304	19	Statistics	Statistics	NNPS
work_gniikk56ozfrdkymnqceabofwe	304	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	304	21	62	62	CD
work_gniikk56ozfrdkymnqceabofwe	304	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	304	23	771	771	CD
work_gniikk56ozfrdkymnqceabofwe	304	24	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	304	25	800	800	CD
work_gniikk56ozfrdkymnqceabofwe	304	26	.	.	.
work_gniikk56ozfrdkymnqceabofwe	305	1	Heckman	Heckman	NNP
work_gniikk56ozfrdkymnqceabofwe	305	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	305	3	J.J.	J.J.	NNP
work_gniikk56ozfrdkymnqceabofwe	305	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	305	5	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	305	6	.	.	.
work_gniikk56ozfrdkymnqceabofwe	306	1	Policies	policy	NNS
work_gniikk56ozfrdkymnqceabofwe	306	2	to	to	IN
work_gniikk56ozfrdkymnqceabofwe	306	3	Foster	Foster	NNP
work_gniikk56ozfrdkymnqceabofwe	306	4	Human	Human	NNP
work_gniikk56ozfrdkymnqceabofwe	306	5	Capital	Capital	NNP
work_gniikk56ozfrdkymnqceabofwe	306	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	306	7	Research	Research	NNP
work_gniikk56ozfrdkymnqceabofwe	306	8	in	in	IN
work_gniikk56ozfrdkymnqceabofwe	306	9	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	306	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	306	11	54	54	CD
work_gniikk56ozfrdkymnqceabofwe	306	12	,	,	,
work_gniikk56ozfrdkymnqceabofwe	306	13	3	3	CD
work_gniikk56ozfrdkymnqceabofwe	306	14	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	306	15	56	56	CD
work_gniikk56ozfrdkymnqceabofwe	306	16	.	.	.
work_gniikk56ozfrdkymnqceabofwe	307	1	Jackson	Jackson	NNP
work_gniikk56ozfrdkymnqceabofwe	307	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	307	3	L.A.	L.A.	NNP
work_gniikk56ozfrdkymnqceabofwe	307	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	307	5	1992	1992	CD
work_gniikk56ozfrdkymnqceabofwe	307	6	.	.	.
work_gniikk56ozfrdkymnqceabofwe	308	1	Physical	Physical	NNP
work_gniikk56ozfrdkymnqceabofwe	308	2	Appearance	Appearance	NNP
work_gniikk56ozfrdkymnqceabofwe	308	3	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	308	4	Gender	Gender	NNP
work_gniikk56ozfrdkymnqceabofwe	308	5	.	.	.
work_gniikk56ozfrdkymnqceabofwe	309	1	Albany	Albany	NNP
work_gniikk56ozfrdkymnqceabofwe	309	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	309	3	NY	NY	NNP
work_gniikk56ozfrdkymnqceabofwe	309	4	:	:	:
work_gniikk56ozfrdkymnqceabofwe	309	5	State	State	NNP
work_gniikk56ozfrdkymnqceabofwe	309	6	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	309	7	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	309	8	New	New	NNP
work_gniikk56ozfrdkymnqceabofwe	309	9	York	York	NNP
work_gniikk56ozfrdkymnqceabofwe	309	10	Press	Press	NNP
work_gniikk56ozfrdkymnqceabofwe	309	11	.	.	.
work_gniikk56ozfrdkymnqceabofwe	310	1	Langlois	Langlois	NNP
work_gniikk56ozfrdkymnqceabofwe	310	2	J.H.	J.H.	NNP
work_gniikk56ozfrdkymnqceabofwe	310	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	310	4	L.	L.	NNP
work_gniikk56ozfrdkymnqceabofwe	310	5	Kalakanis	Kalakanis	NNP
work_gniikk56ozfrdkymnqceabofwe	310	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	310	7	A.J.	A.J.	NNP
work_gniikk56ozfrdkymnqceabofwe	311	1	Rubenstein	Rubenstein	NNP
work_gniikk56ozfrdkymnqceabofwe	311	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	311	3	A.	A.	NNP
work_gniikk56ozfrdkymnqceabofwe	311	4	Larson	Larson	NNP
work_gniikk56ozfrdkymnqceabofwe	311	5	,	,	,
work_gniikk56ozfrdkymnqceabofwe	311	6	M.	M.	NNP
work_gniikk56ozfrdkymnqceabofwe	311	7	Hallam	Hallam	NNP
work_gniikk56ozfrdkymnqceabofwe	311	8	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	311	9	M.Smooth	M.Smooth	NNP
work_gniikk56ozfrdkymnqceabofwe	311	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	311	11	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	311	12	.	.	.
work_gniikk56ozfrdkymnqceabofwe	312	1	Maxims	maxim	NNS
work_gniikk56ozfrdkymnqceabofwe	312	2	or	or	CC
work_gniikk56ozfrdkymnqceabofwe	312	3	Myths	myth	NNS
work_gniikk56ozfrdkymnqceabofwe	312	4	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	312	5	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	312	6	?	?	.
work_gniikk56ozfrdkymnqceabofwe	313	1	A	a	DT
work_gniikk56ozfrdkymnqceabofwe	313	2	Meta	Meta	NNP
work_gniikk56ozfrdkymnqceabofwe	313	3	-	-	HYPH
work_gniikk56ozfrdkymnqceabofwe	313	4	Analytic	Analytic	NNP
work_gniikk56ozfrdkymnqceabofwe	313	5	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	313	6	Theoretical	Theoretical	NNP
work_gniikk56ozfrdkymnqceabofwe	313	7	Review	Review	NNP
work_gniikk56ozfrdkymnqceabofwe	313	8	,	,	,
work_gniikk56ozfrdkymnqceabofwe	313	9	Psychological	Psychological	NNP
work_gniikk56ozfrdkymnqceabofwe	313	10	Bulletin	Bulletin	NNP
work_gniikk56ozfrdkymnqceabofwe	313	11	,	,	,
work_gniikk56ozfrdkymnqceabofwe	313	12	126	126	CD
work_gniikk56ozfrdkymnqceabofwe	313	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	313	14	390	390	CD
work_gniikk56ozfrdkymnqceabofwe	313	15	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	313	16	423	423	CD
work_gniikk56ozfrdkymnqceabofwe	313	17	.	.	.
work_gniikk56ozfrdkymnqceabofwe	314	1	Mobius	Mobius	NNP
work_gniikk56ozfrdkymnqceabofwe	314	2	M.M.	M.M.	NNP
work_gniikk56ozfrdkymnqceabofwe	315	1	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	315	2	T.S.	T.S.	NNP
work_gniikk56ozfrdkymnqceabofwe	316	1	Rosenblat	Rosenblat	NNP
work_gniikk56ozfrdkymnqceabofwe	316	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	316	3	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	316	4	.	.	.
work_gniikk56ozfrdkymnqceabofwe	317	1	Why	why	WRB
work_gniikk56ozfrdkymnqceabofwe	317	2	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	317	3	Matters	Matters	NNPS
work_gniikk56ozfrdkymnqceabofwe	317	4	,	,	,
work_gniikk56ozfrdkymnqceabofwe	317	5	mimeo	mimeo	VBD
work_gniikk56ozfrdkymnqceabofwe	317	6	,	,	,
work_gniikk56ozfrdkymnqceabofwe	317	7	Wesleyan	Wesleyan	NNP
work_gniikk56ozfrdkymnqceabofwe	317	8	University	University	NNP
work_gniikk56ozfrdkymnqceabofwe	317	9	,	,	,
work_gniikk56ozfrdkymnqceabofwe	317	10	CT	CT	NNP
work_gniikk56ozfrdkymnqceabofwe	317	11	.	.	.
work_gniikk56ozfrdkymnqceabofwe	317	12	Persico	Persico	NNP
work_gniikk56ozfrdkymnqceabofwe	317	13	N.	N.	NNP
work_gniikk56ozfrdkymnqceabofwe	317	14	,	,	,
work_gniikk56ozfrdkymnqceabofwe	317	15	A.	A.	NNP
work_gniikk56ozfrdkymnqceabofwe	317	16	Postlewaite	Postlewaite	NNP
work_gniikk56ozfrdkymnqceabofwe	317	17	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	317	18	D.	D.	NNP
work_gniikk56ozfrdkymnqceabofwe	317	19	Silverman	Silverman	NNP
work_gniikk56ozfrdkymnqceabofwe	317	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	317	21	2004	2004	CD
work_gniikk56ozfrdkymnqceabofwe	317	22	.	.	.
work_gniikk56ozfrdkymnqceabofwe	318	1	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	318	2	Effect	Effect	NNP
work_gniikk56ozfrdkymnqceabofwe	318	3	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	318	4	Adolescent	Adolescent	NNP
work_gniikk56ozfrdkymnqceabofwe	318	5	Experience	Experience	NNP
work_gniikk56ozfrdkymnqceabofwe	318	6	on	on	IN
work_gniikk56ozfrdkymnqceabofwe	318	7	Labor	Labor	NNP
work_gniikk56ozfrdkymnqceabofwe	318	8	Market	Market	NNP
work_gniikk56ozfrdkymnqceabofwe	318	9	Outcomes	Outcomes	NNP
work_gniikk56ozfrdkymnqceabofwe	318	10	:	:	:
work_gniikk56ozfrdkymnqceabofwe	318	11	The	the	DT
work_gniikk56ozfrdkymnqceabofwe	318	12	Case	Case	NNP
work_gniikk56ozfrdkymnqceabofwe	318	13	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	318	14	Height	Height	NNP
work_gniikk56ozfrdkymnqceabofwe	318	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	318	16	Journal	Journal	NNP
work_gniikk56ozfrdkymnqceabofwe	318	17	of	of	IN
work_gniikk56ozfrdkymnqceabofwe	318	18	Political	Political	NNP
work_gniikk56ozfrdkymnqceabofwe	318	19	Economy	Economy	NNP
work_gniikk56ozfrdkymnqceabofwe	318	20	,	,	,
work_gniikk56ozfrdkymnqceabofwe	318	21	112	112	CD
work_gniikk56ozfrdkymnqceabofwe	318	22	,	,	,
work_gniikk56ozfrdkymnqceabofwe	318	23	5	5	CD
work_gniikk56ozfrdkymnqceabofwe	318	24	,	,	,
work_gniikk56ozfrdkymnqceabofwe	318	25	1019	1019	CD
work_gniikk56ozfrdkymnqceabofwe	318	26	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	318	27	1053	1053	CD
work_gniikk56ozfrdkymnqceabofwe	318	28	.	.	.
work_gniikk56ozfrdkymnqceabofwe	319	1	Pfann	Pfann	NNP
work_gniikk56ozfrdkymnqceabofwe	319	2	,	,	,
work_gniikk56ozfrdkymnqceabofwe	319	3	G.A.	G.A.	NNP
work_gniikk56ozfrdkymnqceabofwe	320	1	;	;	:
work_gniikk56ozfrdkymnqceabofwe	320	2	Biddle	Biddle	NNP
work_gniikk56ozfrdkymnqceabofwe	320	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	320	4	J.E.	J.E.	NNP
work_gniikk56ozfrdkymnqceabofwe	321	1	;	;	:
work_gniikk56ozfrdkymnqceabofwe	321	2	Hamermesh	Hamermesh	NNP
work_gniikk56ozfrdkymnqceabofwe	321	3	,	,	,
work_gniikk56ozfrdkymnqceabofwe	321	4	D.S.	D.S.	NNP
work_gniikk56ozfrdkymnqceabofwe	322	1	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	322	2	C.M.	C.M.	NNP
work_gniikk56ozfrdkymnqceabofwe	323	1	Bosman	bosman	UH
work_gniikk56ozfrdkymnqceabofwe	323	2	.	.	.
work_gniikk56ozfrdkymnqceabofwe	324	1	2000	2000	CD
work_gniikk56ozfrdkymnqceabofwe	324	2	.	.	.
work_gniikk56ozfrdkymnqceabofwe	324	3	Business	business	NN
work_gniikk56ozfrdkymnqceabofwe	324	4	Success	Success	NNP
work_gniikk56ozfrdkymnqceabofwe	324	5	and	and	CC
work_gniikk56ozfrdkymnqceabofwe	324	6	Businesses	Businesses	NNPS
work_gniikk56ozfrdkymnqceabofwe	324	7	’	’	POS
work_gniikk56ozfrdkymnqceabofwe	324	8	Beauty	Beauty	NNP
work_gniikk56ozfrdkymnqceabofwe	324	9	Capital	Capital	NNP
work_gniikk56ozfrdkymnqceabofwe	324	10	,	,	,
work_gniikk56ozfrdkymnqceabofwe	324	11	Economics	Economics	NNP
work_gniikk56ozfrdkymnqceabofwe	324	12	Letters	Letters	NNPS
work_gniikk56ozfrdkymnqceabofwe	324	13	,	,	,
work_gniikk56ozfrdkymnqceabofwe	324	14	67	67	CD
work_gniikk56ozfrdkymnqceabofwe	324	15	,	,	,
work_gniikk56ozfrdkymnqceabofwe	324	16	201	201	CD
work_gniikk56ozfrdkymnqceabofwe	324	17	-	-	SYM
work_gniikk56ozfrdkymnqceabofwe	324	18	207	207	CD
work_gniikk56ozfrdkymnqceabofwe	324	19	.	.	.