id	sid	tid	token	lemma	pos
2801pg1759x	1	1	wage	wage	NOUN
2801pg1759x	1	2	discrimination	discrimination	NOUN
2801pg1759x	1	3	reduces	reduce	VERB
2801pg1759x	1	4	the	the	DET
2801pg1759x	1	5	wages	wage	NOUN
2801pg1759x	1	6	of	of	ADP
2801pg1759x	1	7	groups	group	NOUN
2801pg1759x	1	8	subject	subject	ADJ
2801pg1759x	1	9	to	to	ADP
2801pg1759x	1	10	discrimination	discrimination	NOUN
2801pg1759x	1	11	.	.	PUNCT
2801pg1759x	2	1	its	its	PRON
2801pg1759x	2	2	effect	effect	NOUN
2801pg1759x	2	3	on	on	ADP
2801pg1759x	2	4	the	the	DET
2801pg1759x	2	5	wages	wage	NOUN
2801pg1759x	2	6	of	of	ADP
2801pg1759x	2	7	groups	group	NOUN
2801pg1759x	2	8	not	not	PART
2801pg1759x	2	9	subject	subject	ADJ
2801pg1759x	2	10	to	to	ADP
2801pg1759x	2	11	discrimination	discrimination	NOUN
2801pg1759x	2	12	is	be	AUX
2801pg1759x	2	13	less	less	ADV
2801pg1759x	2	14	obvious	obvious	ADJ
2801pg1759x	2	15	.	.	PUNCT
2801pg1759x	3	1	a	a	DET
2801pg1759x	3	2	powerful	powerful	ADJ
2801pg1759x	3	3	effect	effect	NOUN
2801pg1759x	3	4	on	on	ADP
2801pg1759x	3	5	one	one	NUM
2801pg1759x	3	6	group	group	NOUN
2801pg1759x	3	7	in	in	ADP
2801pg1759x	3	8	a	a	DET
2801pg1759x	3	9	work	work	NOUN
2801pg1759x	3	10	relationship	relationship	NOUN
2801pg1759x	3	11	could	could	AUX
2801pg1759x	3	12	likely	likely	ADV
2801pg1759x	3	13	affect	affect	VERB
2801pg1759x	3	14	the	the	DET
2801pg1759x	3	15	other	other	ADJ
2801pg1759x	3	16	members	member	NOUN
2801pg1759x	3	17	of	of	ADP
2801pg1759x	3	18	the	the	DET
2801pg1759x	3	19	relationship	relationship	NOUN
2801pg1759x	3	20	.	.	PUNCT
2801pg1759x	4	1	this	this	DET
2801pg1759x	4	2	study	study	NOUN
2801pg1759x	4	3	explores	explore	VERB
2801pg1759x	4	4	the	the	DET
2801pg1759x	4	5	effect	effect	NOUN
2801pg1759x	4	6	of	of	ADP
2801pg1759x	4	7	wage	wage	NOUN
2801pg1759x	4	8	discrimination	discrimination	NOUN
2801pg1759x	4	9	on	on	ADP
2801pg1759x	4	10	the	the	DET
2801pg1759x	4	11	wages	wage	NOUN
2801pg1759x	4	12	of	of	ADP
2801pg1759x	4	13	managers	manager	NOUN
2801pg1759x	4	14	and	and	CCONJ
2801pg1759x	4	15	coworkers	coworker	NOUN
2801pg1759x	4	16	not	not	PART
2801pg1759x	4	17	targeted	target	VERB
2801pg1759x	4	18	for	for	ADP
2801pg1759x	4	19	discrimination	discrimination	NOUN
2801pg1759x	4	20	.	.	PUNCT
2801pg1759x	5	1	existing	exist	VERB
2801pg1759x	5	2	theories	theory	NOUN
2801pg1759x	5	3	of	of	ADP
2801pg1759x	5	4	discrimination	discrimination	NOUN
2801pg1759x	5	5	predict	predict	VERB
2801pg1759x	5	6	disparate	disparate	ADJ
2801pg1759x	5	7	effects	effect	NOUN
2801pg1759x	5	8	on	on	ADP
2801pg1759x	5	9	the	the	DET
2801pg1759x	5	10	wages	wage	NOUN
2801pg1759x	5	11	of	of	ADP
2801pg1759x	5	12	the	the	DET
2801pg1759x	5	13	managers	manager	NOUN
2801pg1759x	5	14	and	and	CCONJ
2801pg1759x	5	15	coworkers	coworker	NOUN
2801pg1759x	5	16	of	of	ADP
2801pg1759x	5	17	workers	worker	NOUN
2801pg1759x	5	18	targeted	target	VERB
2801pg1759x	5	19	for	for	ADP
2801pg1759x	5	20	discrimination	discrimination	NOUN
2801pg1759x	5	21	.	.	PUNCT
2801pg1759x	6	1	this	this	DET
2801pg1759x	6	2	study	study	NOUN
2801pg1759x	6	3	develops	develop	VERB
2801pg1759x	6	4	models	model	NOUN
2801pg1759x	6	5	in	in	ADP
2801pg1759x	6	6	which	which	PRON
2801pg1759x	6	7	managers	manager	NOUN
2801pg1759x	6	8	'	'	PART
2801pg1759x	6	9	tastes	taste	NOUN
2801pg1759x	6	10	cause	cause	VERB
2801pg1759x	6	11	discrimination	discrimination	NOUN
2801pg1759x	6	12	.	.	PUNCT
2801pg1759x	7	1	the	the	DET
2801pg1759x	7	2	models	model	NOUN
2801pg1759x	7	3	predict	predict	VERB
2801pg1759x	7	4	that	that	SCONJ
2801pg1759x	7	5	as	as	SCONJ
2801pg1759x	7	6	managers	manager	NOUN
2801pg1759x	7	7	'	'	PART
2801pg1759x	7	8	taste	taste	NOUN
2801pg1759x	7	9	for	for	ADP
2801pg1759x	7	10	discrimination	discrimination	NOUN
2801pg1759x	7	11	rises	rise	NOUN
2801pg1759x	7	12	,	,	PUNCT
2801pg1759x	7	13	the	the	DET
2801pg1759x	7	14	wage	wage	NOUN
2801pg1759x	7	15	gap	gap	NOUN
2801pg1759x	7	16	rises	rise	VERB
2801pg1759x	7	17	,	,	PUNCT
2801pg1759x	7	18	and	and	CCONJ
2801pg1759x	7	19	managers	manager	NOUN
2801pg1759x	7	20	'	'	PART
2801pg1759x	7	21	pay	pay	NOUN
2801pg1759x	7	22	falls	fall	NOUN
2801pg1759x	7	23	.	.	PUNCT
2801pg1759x	8	1	discrimination	discrimination	NOUN
2801pg1759x	8	2	hurts	hurt	VERB
2801pg1759x	8	3	profits	profit	NOUN
2801pg1759x	8	4	,	,	PUNCT
2801pg1759x	8	5	but	but	CCONJ
2801pg1759x	8	6	managers	manager	NOUN
2801pg1759x	8	7	are	be	AUX
2801pg1759x	8	8	willing	willing	ADJ
2801pg1759x	8	9	to	to	PART
2801pg1759x	8	10	pay	pay	VERB
2801pg1759x	8	11	for	for	ADP
2801pg1759x	8	12	it	it	PRON
2801pg1759x	8	13	,	,	PUNCT
2801pg1759x	8	14	making	make	VERB
2801pg1759x	8	15	up	up	ADP
2801pg1759x	8	16	for	for	ADP
2801pg1759x	8	17	the	the	DET
2801pg1759x	8	18	losses	loss	NOUN
2801pg1759x	8	19	in	in	ADP
2801pg1759x	8	20	order	order	NOUN
2801pg1759x	8	21	to	to	PART
2801pg1759x	8	22	be	be	AUX
2801pg1759x	8	23	allowed	allow	VERB
2801pg1759x	8	24	to	to	PART
2801pg1759x	8	25	hire	hire	VERB
2801pg1759x	8	26	fewer	few	ADJ
2801pg1759x	8	27	workers	worker	NOUN
2801pg1759x	8	28	from	from	ADP
2801pg1759x	8	29	groups	group	NOUN
2801pg1759x	8	30	they	they	PRON
2801pg1759x	8	31	dislike	dislike	VERB
2801pg1759x	8	32	.	.	PUNCT
2801pg1759x	9	1	i	i	PRON
2801pg1759x	9	2	test	test	VERB
2801pg1759x	9	3	this	this	DET
2801pg1759x	9	4	theory	theory	NOUN
2801pg1759x	9	5	against	against	ADP
2801pg1759x	9	6	other	other	ADJ
2801pg1759x	9	7	theories	theory	NOUN
2801pg1759x	9	8	using	use	VERB
2801pg1759x	9	9	data	datum	NOUN
2801pg1759x	9	10	about	about	ADP
2801pg1759x	9	11	sex	sex	NOUN
2801pg1759x	9	12	and	and	CCONJ
2801pg1759x	9	13	race	race	NOUN
2801pg1759x	9	14	discrimination	discrimination	NOUN
2801pg1759x	9	15	.	.	PUNCT
2801pg1759x	10	1	using	use	VERB
2801pg1759x	10	2	2000	2000	NUM
2801pg1759x	10	3	census	census	NOUN
2801pg1759x	10	4	data	datum	NOUN
2801pg1759x	10	5	to	to	PART
2801pg1759x	10	6	measure	measure	VERB
2801pg1759x	10	7	the	the	DET
2801pg1759x	10	8	wage	wage	NOUN
2801pg1759x	10	9	discrimination	discrimination	NOUN
2801pg1759x	10	10	against	against	ADP
2801pg1759x	10	11	female	female	ADJ
2801pg1759x	10	12	non	non	ADJ
2801pg1759x	10	13	-	-	ADJ
2801pg1759x	10	14	managerial	managerial	ADJ
2801pg1759x	10	15	workers	worker	NOUN
2801pg1759x	10	16	by	by	ADP
2801pg1759x	10	17	oaxaca	oaxaca	ADJ
2801pg1759x	10	18	decomposition	decomposition	NOUN
2801pg1759x	10	19	,	,	PUNCT
2801pg1759x	10	20	i	i	PRON
2801pg1759x	10	21	find	find	VERB
2801pg1759x	10	22	that	that	SCONJ
2801pg1759x	10	23	for	for	ADP
2801pg1759x	10	24	every	every	DET
2801pg1759x	10	25	one	one	NUM
2801pg1759x	10	26	percent	percent	NOUN
2801pg1759x	10	27	discriminatory	discriminatory	ADJ
2801pg1759x	10	28	decrease	decrease	NOUN
2801pg1759x	10	29	in	in	ADP
2801pg1759x	10	30	the	the	DET
2801pg1759x	10	31	wages	wage	NOUN
2801pg1759x	10	32	of	of	ADP
2801pg1759x	10	33	female	female	ADJ
2801pg1759x	10	34	non	non	ADJ
2801pg1759x	10	35	-	-	ADJ
2801pg1759x	10	36	managerial	managerial	ADJ
2801pg1759x	10	37	workers	worker	NOUN
2801pg1759x	10	38	,	,	PUNCT
2801pg1759x	10	39	the	the	DET
2801pg1759x	10	40	wages	wage	NOUN
2801pg1759x	10	41	of	of	ADP
2801pg1759x	10	42	managers	manager	NOUN
2801pg1759x	10	43	fall	fall	VERB
2801pg1759x	10	44	by	by	ADP
2801pg1759x	10	45	0.531	0.531	NUM
2801pg1759x	10	46	%	%	NOUN
2801pg1759x	10	47	.	.	PUNCT
2801pg1759x	11	1	this	this	PRON
2801pg1759x	11	2	is	be	AUX
2801pg1759x	11	3	consistent	consistent	ADJ
2801pg1759x	11	4	with	with	ADP
2801pg1759x	11	5	the	the	DET
2801pg1759x	11	6	model	model	NOUN
2801pg1759x	11	7	of	of	ADP
2801pg1759x	11	8	manager	manager	NOUN
2801pg1759x	11	9	discrimination	discrimination	NOUN
2801pg1759x	11	10	.	.	PUNCT
2801pg1759x	12	1	i	i	PRON
2801pg1759x	12	2	also	also	ADV
2801pg1759x	12	3	find	find	VERB
2801pg1759x	12	4	that	that	SCONJ
2801pg1759x	12	5	a	a	DET
2801pg1759x	12	6	one	one	NUM
2801pg1759x	12	7	percent	percent	NOUN
2801pg1759x	12	8	discriminatory	discriminatory	ADJ
2801pg1759x	12	9	decrease	decrease	NOUN
2801pg1759x	12	10	in	in	ADP
2801pg1759x	12	11	female	female	ADJ
2801pg1759x	12	12	wages	wage	NOUN
2801pg1759x	12	13	leads	lead	VERB
2801pg1759x	12	14	to	to	ADP
2801pg1759x	12	15	a	a	DET
2801pg1759x	12	16	0.227	0.227	NUM
2801pg1759x	12	17	%	%	NOUN
2801pg1759x	12	18	decrease	decrease	NOUN
2801pg1759x	12	19	in	in	ADP
2801pg1759x	12	20	the	the	DET
2801pg1759x	12	21	wages	wage	NOUN
2801pg1759x	12	22	of	of	ADP
2801pg1759x	12	23	their	their	PRON
2801pg1759x	12	24	male	male	ADJ
2801pg1759x	12	25	coworkers	coworker	NOUN
2801pg1759x	12	26	in	in	ADP
2801pg1759x	12	27	the	the	DET
2801pg1759x	12	28	same	same	ADJ
2801pg1759x	12	29	geographic	geographic	ADJ
2801pg1759x	12	30	area	area	NOUN
2801pg1759x	12	31	.	.	PUNCT
2801pg1759x	13	1	this	this	PRON
2801pg1759x	13	2	is	be	AUX
2801pg1759x	13	3	not	not	PART
2801pg1759x	13	4	consistent	consistent	ADJ
2801pg1759x	13	5	with	with	ADP
2801pg1759x	13	6	the	the	DET
2801pg1759x	13	7	basic	basic	ADJ
2801pg1759x	13	8	model	model	NOUN
2801pg1759x	13	9	,	,	PUNCT
2801pg1759x	13	10	although	although	SCONJ
2801pg1759x	13	11	it	it	PRON
2801pg1759x	13	12	could	could	AUX
2801pg1759x	13	13	be	be	AUX
2801pg1759x	13	14	explained	explain	VERB
2801pg1759x	13	15	by	by	ADP
2801pg1759x	13	16	extensions	extension	NOUN
2801pg1759x	13	17	to	to	ADP
2801pg1759x	13	18	the	the	DET
2801pg1759x	13	19	model	model	NOUN
2801pg1759x	13	20	.	.	PUNCT
2801pg1759x	14	1	in	in	ADP
2801pg1759x	14	2	the	the	DET
2801pg1759x	14	3	context	context	NOUN
2801pg1759x	14	4	of	of	ADP
2801pg1759x	14	5	the	the	DET
2801pg1759x	14	6	race	race	NOUN
2801pg1759x	14	7	wage	wage	NOUN
2801pg1759x	14	8	gap	gap	NOUN
2801pg1759x	14	9	,	,	PUNCT
2801pg1759x	14	10	i	i	PRON
2801pg1759x	14	11	find	find	VERB
2801pg1759x	14	12	the	the	DET
2801pg1759x	14	13	opposite	opposite	ADJ
2801pg1759x	14	14	effect	effect	NOUN
2801pg1759x	14	15	for	for	ADP
2801pg1759x	14	16	managers	manager	NOUN
2801pg1759x	14	17	:	:	PUNCT
2801pg1759x	14	18	when	when	SCONJ
2801pg1759x	14	19	the	the	DET
2801pg1759x	14	20	unexplained	unexplained	ADJ
2801pg1759x	14	21	wage	wage	NOUN
2801pg1759x	14	22	gap	gap	NOUN
2801pg1759x	14	23	increases	increase	NOUN
2801pg1759x	14	24	by	by	ADP
2801pg1759x	14	25	1	1	NUM
2801pg1759x	14	26	%	%	NOUN
2801pg1759x	14	27	,	,	PUNCT
2801pg1759x	14	28	manager	manager	NOUN
2801pg1759x	14	29	wages	wage	NOUN
2801pg1759x	14	30	rise	rise	VERB
2801pg1759x	14	31	by	by	ADP
2801pg1759x	14	32	0.196	0.196	NUM
2801pg1759x	14	33	%	%	NOUN
2801pg1759x	14	34	(	(	PUNCT
2801pg1759x	14	35	significant	significant	ADJ
2801pg1759x	14	36	at	at	ADP
2801pg1759x	14	37	the	the	DET
2801pg1759x	14	38	99	99	NUM
2801pg1759x	14	39	%	%	NOUN
2801pg1759x	14	40	confidence	confidence	NOUN
2801pg1759x	14	41	level	level	NOUN
2801pg1759x	14	42	)	)	PUNCT
2801pg1759x	14	43	.	.	PUNCT
2801pg1759x	15	1	these	these	DET
2801pg1759x	15	2	results	result	NOUN
2801pg1759x	15	3	,	,	PUNCT
2801pg1759x	15	4	taken	take	VERB
2801pg1759x	15	5	together	together	ADV
2801pg1759x	15	6	,	,	PUNCT
2801pg1759x	15	7	suggest	suggest	VERB
2801pg1759x	15	8	that	that	SCONJ
2801pg1759x	15	9	while	while	SCONJ
2801pg1759x	15	10	a	a	DET
2801pg1759x	15	11	model	model	NOUN
2801pg1759x	15	12	of	of	ADP
2801pg1759x	15	13	manager	manager	NOUN
2801pg1759x	15	14	taste	taste	VERB
2801pg1759x	15	15	discrimination	discrimination	NOUN
2801pg1759x	15	16	may	may	AUX
2801pg1759x	15	17	explain	explain	VERB
2801pg1759x	15	18	some	some	PRON
2801pg1759x	15	19	of	of	ADP
2801pg1759x	15	20	wage	wage	NOUN
2801pg1759x	15	21	discrimination	discrimination	NOUN
2801pg1759x	15	22	based	base	VERB
2801pg1759x	15	23	on	on	ADP
2801pg1759x	15	24	sex	sex	NOUN
2801pg1759x	15	25	,	,	PUNCT
2801pg1759x	15	26	race	race	NOUN
2801pg1759x	15	27	wage	wage	NOUN
2801pg1759x	15	28	discrimination	discrimination	NOUN
2801pg1759x	15	29	needs	need	VERB
2801pg1759x	15	30	another	another	DET
2801pg1759x	15	31	explanation	explanation	NOUN
2801pg1759x	15	32	,	,	PUNCT
2801pg1759x	15	33	perhaps	perhaps	ADV
2801pg1759x	15	34	statistical	statistical	ADJ
2801pg1759x	15	35	discrimination	discrimination	NOUN
2801pg1759x	15	36	.	.	PUNCT
2801pg1759x	16	1	the	the	DET
2801pg1759x	16	2	findings	finding	NOUN
2801pg1759x	16	3	on	on	ADP
2801pg1759x	16	4	race	race	NOUN
2801pg1759x	16	5	wage	wage	NOUN
2801pg1759x	16	6	discrimination	discrimination	NOUN
2801pg1759x	16	7	are	be	AUX
2801pg1759x	16	8	inconsistent	inconsistent	ADJ
2801pg1759x	16	9	with	with	ADP
2801pg1759x	16	10	a	a	DET
2801pg1759x	16	11	model	model	NOUN
2801pg1759x	16	12	that	that	PRON
2801pg1759x	16	13	rogue	rogue	NOUN
2801pg1759x	16	14	managers	manager	NOUN
2801pg1759x	16	15	produce	produce	VERB
2801pg1759x	16	16	the	the	DET
2801pg1759x	16	17	wage	wage	NOUN
2801pg1759x	16	18	gap	gap	NOUN
2801pg1759x	16	19	by	by	ADP
2801pg1759x	16	20	gratifying	gratify	VERB
2801pg1759x	16	21	their	their	PRON
2801pg1759x	16	22	own	own	ADJ
2801pg1759x	16	23	tastes	taste	NOUN
2801pg1759x	16	24	in	in	ADP
2801pg1759x	16	25	opposition	opposition	NOUN
2801pg1759x	16	26	to	to	ADP
2801pg1759x	16	27	corporate	corporate	ADJ
2801pg1759x	16	28	interests	interest	NOUN
2801pg1759x	16	29	.	.	PUNCT