id	sid	tid	token	lemma	pos
zc77sn03333	1	1	this	this	DET
zc77sn03333	1	2	dissertation	dissertation	NOUN
zc77sn03333	1	3	studies	study	VERB
zc77sn03333	1	4	the	the	DET
zc77sn03333	1	5	role	role	NOUN
zc77sn03333	1	6	of	of	ADP
zc77sn03333	1	7	firm	firm	ADJ
zc77sn03333	1	8	heterogeneity	heterogeneity	NOUN
zc77sn03333	1	9	in	in	ADP
zc77sn03333	1	10	(	(	PUNCT
zc77sn03333	1	11	1	1	X
zc77sn03333	1	12	)	)	PUNCT
zc77sn03333	1	13	explaining	explain	VERB
zc77sn03333	1	14	the	the	DET
zc77sn03333	1	15	impact	impact	NOUN
zc77sn03333	1	16	of	of	ADP
zc77sn03333	1	17	unilateral	unilateral	ADJ
zc77sn03333	1	18	trade	trade	NOUN
zc77sn03333	1	19	liberalization	liberalization	NOUN
zc77sn03333	1	20	on	on	ADP
zc77sn03333	1	21	industry	industry	NOUN
zc77sn03333	1	22	labor	labor	NOUN
zc77sn03333	1	23	productivity	productivity	NOUN
zc77sn03333	1	24	,	,	PUNCT
zc77sn03333	1	25	(	(	PUNCT
zc77sn03333	1	26	2	2	X
zc77sn03333	1	27	)	)	PUNCT
zc77sn03333	1	28	reconciling	reconcile	VERB
zc77sn03333	1	29	micro	micro	ADJ
zc77sn03333	1	30	estimates	estimate	NOUN
zc77sn03333	1	31	that	that	PRON
zc77sn03333	1	32	attribute	attribute	VERB
zc77sn03333	1	33	an	an	DET
zc77sn03333	1	34	important	important	ADJ
zc77sn03333	1	35	effect	effect	NOUN
zc77sn03333	1	36	of	of	ADP
zc77sn03333	1	37	credit	credit	NOUN
zc77sn03333	1	38	constraints	constraint	NOUN
zc77sn03333	1	39	on	on	ADP
zc77sn03333	1	40	export	export	NOUN
zc77sn03333	1	41	collapse	collapse	NOUN
zc77sn03333	1	42	with	with	ADP
zc77sn03333	1	43	macro	macro	ADJ
zc77sn03333	1	44	findings	finding	NOUN
zc77sn03333	1	45	that	that	SCONJ
zc77sn03333	1	46	the	the	DET
zc77sn03333	1	47	impacts	impact	NOUN
zc77sn03333	1	48	are	be	AUX
zc77sn03333	1	49	minimal	minimal	ADJ
zc77sn03333	1	50	,	,	PUNCT
zc77sn03333	1	51	and	and	CCONJ
zc77sn03333	1	52	(	(	PUNCT
zc77sn03333	1	53	3	3	X
zc77sn03333	1	54	)	)	PUNCT
zc77sn03333	1	55	interpreting	interpret	VERB
zc77sn03333	1	56	the	the	DET
zc77sn03333	1	57	relationship	relationship	NOUN
zc77sn03333	1	58	between	between	ADP
zc77sn03333	1	59	firm	firm	ADJ
zc77sn03333	1	60	productivity	productivity	NOUN
zc77sn03333	1	61	and	and	CCONJ
zc77sn03333	1	62	liquidity	liquidity	NOUN
zc77sn03333	1	63	management	management	NOUN
zc77sn03333	1	64	when	when	SCONJ
zc77sn03333	1	65	financing	financing	NOUN
zc77sn03333	1	66	is	be	AUX
zc77sn03333	1	67	costly.the	costly.the	DET
zc77sn03333	1	68	first	first	ADJ
zc77sn03333	1	69	chapter	chapter	NOUN
zc77sn03333	1	70	theoretically	theoretically	ADV
zc77sn03333	1	71	and	and	CCONJ
zc77sn03333	1	72	empirically	empirically	ADV
zc77sn03333	1	73	investigates	investigate	VERB
zc77sn03333	1	74	the	the	DET
zc77sn03333	1	75	impact	impact	NOUN
zc77sn03333	1	76	of	of	ADP
zc77sn03333	1	77	trade	trade	NOUN
zc77sn03333	1	78	liberalization	liberalization	NOUN
zc77sn03333	1	79	on	on	ADP
zc77sn03333	1	80	industry	industry	NOUN
zc77sn03333	1	81	labor	labor	NOUN
zc77sn03333	1	82	productivity	productivity	NOUN
zc77sn03333	1	83	(	(	PUNCT
zc77sn03333	1	84	i.e.	i.e.	X
zc77sn03333	1	85	output	output	NOUN
zc77sn03333	1	86	per	per	ADP
zc77sn03333	1	87	worker	worker	NOUN
zc77sn03333	1	88	)	)	PUNCT
zc77sn03333	1	89	.	.	PUNCT
zc77sn03333	2	1	applying	apply	VERB
zc77sn03333	2	2	a	a	DET
zc77sn03333	2	3	two	two	NUM
zc77sn03333	2	4	-	-	PUNCT
zc77sn03333	2	5	country	country	NOUN
zc77sn03333	2	6	,	,	PUNCT
zc77sn03333	2	7	two	two	NUM
zc77sn03333	2	8	-	-	PUNCT
zc77sn03333	2	9	industry	industry	NOUN
zc77sn03333	2	10	,	,	PUNCT
zc77sn03333	2	11	two	two	NUM
zc77sn03333	2	12	-	-	PUNCT
zc77sn03333	2	13	factor	factor	NOUN
zc77sn03333	2	14	trade	trade	NOUN
zc77sn03333	2	15	model	model	NOUN
zc77sn03333	2	16	with	with	ADP
zc77sn03333	2	17	firm	firm	ADJ
zc77sn03333	2	18	heterogeneity	heterogeneity	NOUN
zc77sn03333	2	19	,	,	PUNCT
zc77sn03333	2	20	i	i	PRON
zc77sn03333	2	21	show	show	VERB
zc77sn03333	2	22	that	that	SCONJ
zc77sn03333	2	23	the	the	DET
zc77sn03333	2	24	impact	impact	NOUN
zc77sn03333	2	25	of	of	ADP
zc77sn03333	2	26	trade	trade	NOUN
zc77sn03333	2	27	liberalization	liberalization	NOUN
zc77sn03333	2	28	on	on	ADP
zc77sn03333	2	29	industry	industry	NOUN
zc77sn03333	2	30	labor	labor	NOUN
zc77sn03333	2	31	productivity	productivity	NOUN
zc77sn03333	2	32	depends	depend	VERB
zc77sn03333	2	33	on	on	ADP
zc77sn03333	2	34	the	the	DET
zc77sn03333	2	35	structure	structure	NOUN
zc77sn03333	2	36	of	of	ADP
zc77sn03333	2	37	tariff	tariff	NOUN
zc77sn03333	2	38	reductions	reduction	NOUN
zc77sn03333	2	39	.	.	PUNCT
zc77sn03333	3	1	in	in	ADP
zc77sn03333	3	2	particular	particular	ADJ
zc77sn03333	3	3	,	,	PUNCT
zc77sn03333	3	4	a	a	DET
zc77sn03333	3	5	unilateral	unilateral	ADJ
zc77sn03333	3	6	trade	trade	NOUN
zc77sn03333	3	7	liberalization	liberalization	NOUN
zc77sn03333	3	8	in	in	ADP
zc77sn03333	3	9	a	a	DET
zc77sn03333	3	10	labor	labor	NOUN
zc77sn03333	3	11	-	-	PUNCT
zc77sn03333	3	12	abundant	abundant	ADJ
zc77sn03333	3	13	country	country	NOUN
zc77sn03333	3	14	leads	lead	VERB
zc77sn03333	3	15	to	to	ADP
zc77sn03333	3	16	declines	decline	NOUN
zc77sn03333	3	17	in	in	ADP
zc77sn03333	3	18	both	both	DET
zc77sn03333	3	19	industry	industry	NOUN
zc77sn03333	3	20	labor	labor	NOUN
zc77sn03333	3	21	productivity	productivity	NOUN
zc77sn03333	3	22	and	and	CCONJ
zc77sn03333	3	23	the	the	DET
zc77sn03333	3	24	real	real	ADJ
zc77sn03333	3	25	wage	wage	NOUN
zc77sn03333	3	26	.	.	PUNCT
zc77sn03333	4	1	the	the	DET
zc77sn03333	4	2	relative	relative	ADJ
zc77sn03333	4	3	wage	wage	NOUN
zc77sn03333	4	4	,	,	PUNCT
zc77sn03333	4	5	measured	measure	VERB
zc77sn03333	4	6	as	as	ADP
zc77sn03333	4	7	a	a	DET
zc77sn03333	4	8	ratio	ratio	NOUN
zc77sn03333	4	9	of	of	ADP
zc77sn03333	4	10	the	the	DET
zc77sn03333	4	11	real	real	ADJ
zc77sn03333	4	12	wage	wage	NOUN
zc77sn03333	4	13	over	over	ADP
zc77sn03333	4	14	return	return	NOUN
zc77sn03333	4	15	to	to	ADP
zc77sn03333	4	16	capital	capital	NOUN
zc77sn03333	4	17	,	,	PUNCT
zc77sn03333	4	18	also	also	ADV
zc77sn03333	4	19	declines	decline	VERB
zc77sn03333	4	20	when	when	SCONJ
zc77sn03333	4	21	the	the	DET
zc77sn03333	4	22	unilateral	unilateral	ADJ
zc77sn03333	4	23	trade	trade	NOUN
zc77sn03333	4	24	liberalization	liberalization	NOUN
zc77sn03333	4	25	takes	take	VERB
zc77sn03333	4	26	place	place	NOUN
zc77sn03333	4	27	disproportionately	disproportionately	ADV
zc77sn03333	4	28	in	in	ADP
zc77sn03333	4	29	the	the	DET
zc77sn03333	4	30	labor	labor	NOUN
zc77sn03333	4	31	-	-	PUNCT
zc77sn03333	4	32	intensive	intensive	ADJ
zc77sn03333	4	33	sector	sector	NOUN
zc77sn03333	4	34	.	.	PUNCT
zc77sn03333	5	1	i	i	PRON
zc77sn03333	5	2	find	find	VERB
zc77sn03333	5	3	supporting	support	VERB
zc77sn03333	5	4	evidence	evidence	NOUN
zc77sn03333	5	5	of	of	ADP
zc77sn03333	5	6	these	these	DET
zc77sn03333	5	7	predictions	prediction	NOUN
zc77sn03333	5	8	from	from	ADP
zc77sn03333	5	9	the	the	DET
zc77sn03333	5	10	performance	performance	NOUN
zc77sn03333	5	11	of	of	ADP
zc77sn03333	5	12	chinese	chinese	ADJ
zc77sn03333	5	13	manufacturing	manufacturing	NOUN
zc77sn03333	5	14	industries	industry	NOUN
zc77sn03333	5	15	and	and	CCONJ
zc77sn03333	5	16	regional	regional	ADJ
zc77sn03333	5	17	variations	variation	NOUN
zc77sn03333	5	18	following	follow	VERB
zc77sn03333	5	19	china	china	PROPN
zc77sn03333	5	20	's	's	PART
zc77sn03333	5	21	entry	entry	NOUN
zc77sn03333	5	22	into	into	ADP
zc77sn03333	5	23	the	the	DET
zc77sn03333	5	24	wto.the	wto.the	DET
zc77sn03333	5	25	second	second	ADJ
zc77sn03333	5	26	chapter	chapter	NOUN
zc77sn03333	5	27	provides	provide	VERB
zc77sn03333	5	28	a	a	DET
zc77sn03333	5	29	quantitative	quantitative	ADJ
zc77sn03333	5	30	macro	macro	NOUN
zc77sn03333	5	31	-	-	NOUN
zc77sn03333	5	32	assessment	assessment	NOUN
zc77sn03333	5	33	on	on	ADP
zc77sn03333	5	34	the	the	DET
zc77sn03333	5	35	importance	importance	NOUN
zc77sn03333	5	36	of	of	ADP
zc77sn03333	5	37	credit	credit	NOUN
zc77sn03333	5	38	constraints	constraint	NOUN
zc77sn03333	5	39	in	in	ADP
zc77sn03333	5	40	the	the	DET
zc77sn03333	5	41	collapse	collapse	NOUN
zc77sn03333	5	42	of	of	ADP
zc77sn03333	5	43	export	export	NOUN
zc77sn03333	5	44	during	during	ADP
zc77sn03333	5	45	the	the	DET
zc77sn03333	5	46	great	great	ADJ
zc77sn03333	5	47	recession	recession	NOUN
zc77sn03333	5	48	.	.	PUNCT
zc77sn03333	6	1	i	i	PRON
zc77sn03333	6	2	develop	develop	VERB
zc77sn03333	6	3	and	and	CCONJ
zc77sn03333	6	4	quantify	quantify	VERB
zc77sn03333	6	5	a	a	DET
zc77sn03333	6	6	dynamic	dynamic	ADJ
zc77sn03333	6	7	melitz	melitz	NOUN
zc77sn03333	6	8	model	model	NOUN
zc77sn03333	6	9	that	that	PRON
zc77sn03333	6	10	incorporates	incorporate	VERB
zc77sn03333	6	11	a	a	DET
zc77sn03333	6	12	working	work	VERB
zc77sn03333	6	13	capital	capital	NOUN
zc77sn03333	6	14	constraint	constraint	NOUN
zc77sn03333	6	15	.	.	PUNCT
zc77sn03333	7	1	mapping	map	VERB
zc77sn03333	7	2	the	the	DET
zc77sn03333	7	3	model	model	NOUN
zc77sn03333	7	4	to	to	ADP
zc77sn03333	7	5	chinese	chinese	ADJ
zc77sn03333	7	6	-	-	PUNCT
zc77sn03333	7	7	firm	firm	NOUN
zc77sn03333	7	8	level	level	NOUN
zc77sn03333	7	9	evidence	evidence	NOUN
zc77sn03333	7	10	,	,	PUNCT
zc77sn03333	7	11	i	i	PRON
zc77sn03333	7	12	find	find	VERB
zc77sn03333	7	13	that	that	SCONJ
zc77sn03333	7	14	most	most	ADJ
zc77sn03333	7	15	of	of	ADP
zc77sn03333	7	16	the	the	DET
zc77sn03333	7	17	collapse	collapse	NOUN
zc77sn03333	7	18	in	in	ADP
zc77sn03333	7	19	chinese	chinese	ADJ
zc77sn03333	7	20	exports	export	NOUN
zc77sn03333	7	21	during	during	ADP
zc77sn03333	7	22	the	the	DET
zc77sn03333	7	23	recent	recent	ADJ
zc77sn03333	7	24	global	global	ADJ
zc77sn03333	7	25	financial	financial	ADJ
zc77sn03333	7	26	crisis	crisis	NOUN
zc77sn03333	7	27	was	be	AUX
zc77sn03333	7	28	due	due	ADJ
zc77sn03333	7	29	to	to	ADP
zc77sn03333	7	30	a	a	DET
zc77sn03333	7	31	negative	negative	ADJ
zc77sn03333	7	32	demand	demand	NOUN
zc77sn03333	7	33	shock	shock	NOUN
zc77sn03333	7	34	.	.	PUNCT
zc77sn03333	8	1	two	two	NUM
zc77sn03333	8	2	general	general	ADJ
zc77sn03333	8	3	equilibrium	equilibrium	NOUN
zc77sn03333	8	4	effects	effect	NOUN
zc77sn03333	8	5	,	,	PUNCT
zc77sn03333	8	6	working	work	VERB
zc77sn03333	8	7	through	through	ADP
zc77sn03333	8	8	the	the	DET
zc77sn03333	8	9	aggregate	aggregate	ADJ
zc77sn03333	8	10	exporting	exporting	NOUN
zc77sn03333	8	11	price	price	NOUN
zc77sn03333	8	12	and	and	CCONJ
zc77sn03333	8	13	wage	wage	NOUN
zc77sn03333	8	14	rate	rate	NOUN
zc77sn03333	8	15	,	,	PUNCT
zc77sn03333	8	16	reconcile	reconcile	PROPN
zc77sn03333	8	17	micro	micro	PROPN
zc77sn03333	8	18	estimates	estimate	NOUN
zc77sn03333	8	19	that	that	PRON
zc77sn03333	8	20	attribute	attribute	VERB
zc77sn03333	8	21	an	an	DET
zc77sn03333	8	22	important	important	ADJ
zc77sn03333	8	23	effect	effect	NOUN
zc77sn03333	8	24	of	of	ADP
zc77sn03333	8	25	financial	financial	ADJ
zc77sn03333	8	26	constraints	constraint	NOUN
zc77sn03333	8	27	with	with	ADP
zc77sn03333	8	28	macro	macro	ADJ
zc77sn03333	8	29	findings	finding	NOUN
zc77sn03333	8	30	that	that	SCONJ
zc77sn03333	8	31	the	the	DET
zc77sn03333	8	32	impacts	impact	NOUN
zc77sn03333	8	33	are	be	AUX
zc77sn03333	8	34	minimal.the	minimal.the	DET
zc77sn03333	8	35	third	third	ADJ
zc77sn03333	8	36	chapter	chapter	NOUN
zc77sn03333	8	37	explores	explore	VERB
zc77sn03333	8	38	theoretically	theoretically	ADV
zc77sn03333	8	39	and	and	CCONJ
zc77sn03333	8	40	empirically	empirically	ADV
zc77sn03333	8	41	the	the	DET
zc77sn03333	8	42	relationship	relationship	NOUN
zc77sn03333	8	43	between	between	ADP
zc77sn03333	8	44	firm	firm	ADJ
zc77sn03333	8	45	productivity	productivity	NOUN
zc77sn03333	8	46	and	and	CCONJ
zc77sn03333	8	47	liquidity	liquidity	NOUN
zc77sn03333	8	48	management	management	NOUN
zc77sn03333	8	49	in	in	ADP
zc77sn03333	8	50	the	the	DET
zc77sn03333	8	51	presence	presence	NOUN
zc77sn03333	8	52	of	of	ADP
zc77sn03333	8	53	financial	financial	ADJ
zc77sn03333	8	54	frictions	friction	NOUN
zc77sn03333	8	55	.	.	PUNCT
zc77sn03333	9	1	we	we	PRON
zc77sn03333	9	2	build	build	VERB
zc77sn03333	9	3	a	a	DET
zc77sn03333	9	4	dynamic	dynamic	ADJ
zc77sn03333	9	5	investment	investment	NOUN
zc77sn03333	9	6	model	model	NOUN
zc77sn03333	9	7	and	and	CCONJ
zc77sn03333	9	8	show	show	VERB
zc77sn03333	9	9	that	that	SCONJ
zc77sn03333	9	10	,	,	PUNCT
zc77sn03333	9	11	counter	counter	ADV
zc77sn03333	9	12	to	to	ADP
zc77sn03333	9	13	basic	basic	ADJ
zc77sn03333	9	14	economic	economic	ADJ
zc77sn03333	9	15	intuition	intuition	NOUN
zc77sn03333	9	16	,	,	PUNCT
zc77sn03333	9	17	more	more	ADV
zc77sn03333	9	18	productive	productive	ADJ
zc77sn03333	9	19	firms	firm	NOUN
zc77sn03333	9	20	could	could	AUX
zc77sn03333	9	21	demand	demand	VERB
zc77sn03333	9	22	less	less	ADJ
zc77sn03333	9	23	capital	capital	NOUN
zc77sn03333	9	24	assets	asset	NOUN
zc77sn03333	9	25	and	and	CCONJ
zc77sn03333	9	26	hold	hold	VERB
zc77sn03333	9	27	more	more	ADJ
zc77sn03333	9	28	liquid	liquid	ADJ
zc77sn03333	9	29	assets	asset	NOUN
zc77sn03333	9	30	compared	compare	VERB
zc77sn03333	9	31	to	to	ADP
zc77sn03333	9	32	less	less	ADV
zc77sn03333	9	33	productive	productive	ADJ
zc77sn03333	9	34	firms	firm	NOUN
zc77sn03333	9	35	when	when	SCONJ
zc77sn03333	9	36	financing	financing	NOUN
zc77sn03333	9	37	costs	cost	NOUN
zc77sn03333	9	38	are	be	AUX
zc77sn03333	9	39	sufficiently	sufficiently	ADV
zc77sn03333	9	40	high	high	ADJ
zc77sn03333	9	41	.	.	PUNCT
zc77sn03333	10	1	we	we	PRON
zc77sn03333	10	2	empirically	empirically	ADV
zc77sn03333	10	3	test	test	VERB
zc77sn03333	10	4	this	this	DET
zc77sn03333	10	5	prediction	prediction	NOUN
zc77sn03333	10	6	using	use	VERB
zc77sn03333	10	7	a	a	DET
zc77sn03333	10	8	comprehensive	comprehensive	ADJ
zc77sn03333	10	9	dataset	dataset	NOUN
zc77sn03333	10	10	of	of	ADP
zc77sn03333	10	11	chinese	chinese	ADJ
zc77sn03333	10	12	manufacturers	manufacturer	NOUN
zc77sn03333	10	13	and	and	CCONJ
zc77sn03333	10	14	find	find	VERB
zc77sn03333	10	15	that	that	SCONJ
zc77sn03333	10	16	more	more	ADV
zc77sn03333	10	17	productive	productive	ADJ
zc77sn03333	10	18	firms	firm	NOUN
zc77sn03333	10	19	indeed	indeed	ADV
zc77sn03333	10	20	hold	hold	VERB
zc77sn03333	10	21	less	less	ADJ
zc77sn03333	10	22	capital	capital	NOUN
zc77sn03333	10	23	and	and	CCONJ
zc77sn03333	10	24	more	more	ADJ
zc77sn03333	10	25	cash	cash	NOUN
zc77sn03333	10	26	.	.	PUNCT
zc77sn03333	11	1	we	we	PRON
zc77sn03333	11	2	do	do	AUX
zc77sn03333	11	3	not	not	PART
zc77sn03333	11	4	,	,	PUNCT
zc77sn03333	11	5	however	however	ADV
zc77sn03333	11	6	,	,	PUNCT
zc77sn03333	11	7	observe	observe	VERB
zc77sn03333	11	8	this	this	PRON
zc77sn03333	11	9	for	for	ADP
zc77sn03333	11	10	u.s	u.s	PROPN
zc77sn03333	11	11	.	.	PROPN
zc77sn03333	11	12	manufacturers	manufacturer	NOUN
zc77sn03333	11	13	.	.	PUNCT
zc77sn03333	12	1	our	our	PRON
zc77sn03333	12	2	study	study	NOUN
zc77sn03333	12	3	suggests	suggest	VERB
zc77sn03333	12	4	a	a	DET
zc77sn03333	12	5	larger	large	ADJ
zc77sn03333	12	6	capital	capital	NOUN
zc77sn03333	12	7	misallocation	misallocation	NOUN
zc77sn03333	12	8	problem	problem	NOUN
zc77sn03333	12	9	in	in	ADP
zc77sn03333	12	10	markets	market	NOUN
zc77sn03333	12	11	with	with	ADP
zc77sn03333	12	12	significant	significant	ADJ
zc77sn03333	12	13	financing	financing	NOUN
zc77sn03333	12	14	frictions	friction	NOUN
zc77sn03333	12	15	than	than	SCONJ
zc77sn03333	12	16	previously	previously	ADV
zc77sn03333	12	17	documented	document	VERB
zc77sn03333	12	18	.	.	PUNCT