id	sid	tid	token	lemma	pos
emaj-102	1	1	volume	volume	NOUN
emaj-102	1	2	6	6	NUM
emaj-102	1	3	no	no	DET
emaj-102	1	4	1	1	NUM
emaj-102	1	5	(	(	PUNCT
emaj-102	1	6	2016	2016	NUM
emaj-102	1	7	)	)	PUNCT
emaj-102	1	8	|	|	ADV
emaj-102	1	9	issn	issn	VERB
emaj-102	1	10	2158	2158	NUM
emaj-102	1	11	-	-	SYM
emaj-102	1	12	8708	8708	NUM
emaj-102	1	13	(	(	PUNCT
emaj-102	1	14	online	online	NOUN
emaj-102	1	15	)	)	PUNCT
emaj-102	1	16	|	|	ADV
emaj-102	1	17	doi	doi	X
emaj-102	1	18	10.5195	10.5195	NUM
emaj-102	1	19	/	/	SYM
emaj-102	1	20	emaj.2016.92	emaj.2016.92	NOUN
emaj-102	1	21	|	|	ADV
emaj-102	1	22	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	1	23	a	a	DET
emaj-102	1	24	comparison	comparison	NOUN
emaj-102	1	25	of	of	ADP
emaj-102	1	26	the	the	DET
emaj-102	1	27	financial	financial	ADJ
emaj-102	1	28	characteristics	characteristic	NOUN
emaj-102	1	29	of	of	ADP
emaj-102	1	30	nafta	nafta	PROPN
emaj-102	1	31	and	and	CCONJ
emaj-102	1	32	latin	latin	ADJ
emaj-102	1	33	american	american	ADJ
emaj-102	1	34	manufacturing	manufacturing	NOUN
emaj-102	1	35	firms	firm	NOUN
emaj-102	1	36	gulser	gulser	PROPN
emaj-102	1	37	meric	meric	PROPN
emaj-102	1	38	professor	professor	PROPN
emaj-102	1	39	of	of	ADP
emaj-102	1	40	finance	finance	NOUN
emaj-102	1	41	,	,	PUNCT
emaj-102	1	42	rohrer	rohrer	NOUN
emaj-102	1	43	college	college	PROPN
emaj-102	1	44	of	of	ADP
emaj-102	1	45	business	business	NOUN
emaj-102	1	46	,	,	PUNCT
emaj-102	1	47	rowan	rowan	PROPN
emaj-102	1	48	university	university	PROPN
emaj-102	1	49	glassboro	glassboro	PROPN
emaj-102	1	50	,	,	PUNCT
emaj-102	1	51	new	new	PROPN
emaj-102	1	52	jersey	jersey	PROPN
emaj-102	1	53	08028	08028	NUM
emaj-102	2	1	|	|	ADV
emaj-102	3	1	meric@rowan.edu	meric@rowan.edu	X
emaj-102	4	1	cengiz	cengiz	NOUN
emaj-102	4	2	haksever	haksever	PROPN
emaj-102	4	3	professor	professor	NOUN
emaj-102	4	4	of	of	ADP
emaj-102	4	5	decision	decision	NOUN
emaj-102	4	6	sciences	science	NOUN
emaj-102	4	7	,	,	PUNCT
emaj-102	4	8	college	college	NOUN
emaj-102	4	9	of	of	ADP
emaj-102	4	10	business	business	PROPN
emaj-102	4	11	administration	administration	PROPN
emaj-102	4	12	,	,	PUNCT
emaj-102	4	13	rider	rider	NOUN
emaj-102	4	14	university	university	NOUN
emaj-102	4	15	lawrenceville	lawrenceville	NOUN
emaj-102	4	16	,	,	PUNCT
emaj-102	4	17	new	new	PROPN
emaj-102	4	18	jersey	jersey	PROPN
emaj-102	4	19	08648	08648	NUM
emaj-102	5	1	|	|	ADV
emaj-102	5	2	haksever@rider.edu	haksever@rider.edu	PROPN
emaj-102	5	3	j.	j.	PROPN
emaj-102	5	4	drew	draw	VERB
emaj-102	5	5	procaccino	procaccino	PROPN
emaj-102	5	6	associate	associate	NOUN
emaj-102	5	7	professor	professor	NOUN
emaj-102	5	8	of	of	ADP
emaj-102	5	9	information	information	NOUN
emaj-102	5	10	systems	system	NOUN
emaj-102	5	11	,	,	PUNCT
emaj-102	5	12	college	college	NOUN
emaj-102	5	13	of	of	ADP
emaj-102	5	14	business	business	PROPN
emaj-102	5	15	administration	administration	PROPN
emaj-102	5	16	rider	rider	NOUN
emaj-102	5	17	university	university	PROPN
emaj-102	5	18	,	,	PUNCT
emaj-102	5	19	lawrenceville	lawrenceville	PROPN
emaj-102	5	20	,	,	PUNCT
emaj-102	5	21	new	new	PROPN
emaj-102	5	22	jersey	jersey	PROPN
emaj-102	5	23	08648	08648	NUM
emaj-102	6	1	|	|	ADV
emaj-102	6	2	procaccinod@rider.edu	procaccinod@rider.edu	PROPN
emaj-102	7	1	ilhan	ilhan	PROPN
emaj-102	7	2	meric	meric	PROPN
emaj-102	7	3	professor	professor	PROPN
emaj-102	7	4	of	of	ADP
emaj-102	7	5	finance	finance	NOUN
emaj-102	7	6	,	,	PUNCT
emaj-102	7	7	college	college	NOUN
emaj-102	7	8	of	of	ADP
emaj-102	7	9	business	business	PROPN
emaj-102	7	10	administration	administration	PROPN
emaj-102	7	11	,	,	PUNCT
emaj-102	7	12	rider	rider	NOUN
emaj-102	7	13	university	university	NOUN
emaj-102	7	14	lawrenceville	lawrenceville	NOUN
emaj-102	7	15	,	,	PUNCT
emaj-102	7	16	new	new	PROPN
emaj-102	7	17	jersey	jersey	PROPN
emaj-102	7	18	08648	08648	NUM
emaj-102	8	1	|	|	ADV
emaj-102	8	2	meric@rider.edu	meric@rider.edu	AUX
emaj-102	8	3	abstract	abstract	ADJ
emaj-102	8	4	comparing	compare	VERB
emaj-102	8	5	the	the	DET
emaj-102	8	6	financial	financial	ADJ
emaj-102	8	7	characteristics	characteristic	NOUN
emaj-102	8	8	of	of	ADP
emaj-102	8	9	firms	firm	NOUN
emaj-102	8	10	in	in	ADP
emaj-102	8	11	different	different	ADJ
emaj-102	8	12	countries	country	NOUN
emaj-102	8	13	and	and	CCONJ
emaj-102	8	14	different	different	ADJ
emaj-102	8	15	regions	region	NOUN
emaj-102	8	16	has	have	AUX
emaj-102	8	17	been	be	AUX
emaj-102	8	18	a	a	DET
emaj-102	8	19	popular	popular	ADJ
emaj-102	8	20	research	research	NOUN
emaj-102	8	21	topic	topic	NOUN
emaj-102	8	22	in	in	ADP
emaj-102	8	23	finance	finance	NOUN
emaj-102	8	24	.	.	PUNCT
emaj-102	9	1	however	however	ADV
emaj-102	9	2	,	,	PUNCT
emaj-102	9	3	nafta	nafta	PROPN
emaj-102	9	4	and	and	CCONJ
emaj-102	9	5	latin	latin	ADJ
emaj-102	9	6	american	american	ADJ
emaj-102	9	7	manufacturing	manufacturing	NOUN
emaj-102	9	8	firms	firm	NOUN
emaj-102	9	9	have	have	AUX
emaj-102	9	10	never	never	ADV
emaj-102	9	11	been	be	AUX
emaj-102	9	12	compared	compare	VERB
emaj-102	9	13	.	.	PUNCT
emaj-102	10	1	in	in	ADP
emaj-102	10	2	this	this	DET
emaj-102	10	3	paper	paper	NOUN
emaj-102	10	4	,	,	PUNCT
emaj-102	10	5	we	we	PRON
emaj-102	10	6	undertake	undertake	VERB
emaj-102	10	7	such	such	DET
emaj-102	10	8	a	a	DET
emaj-102	10	9	study	study	NOUN
emaj-102	10	10	with	with	ADP
emaj-102	10	11	the	the	DET
emaj-102	10	12	manova	manova	PROPN
emaj-102	10	13	(	(	PUNCT
emaj-102	10	14	multivariate	multivariate	VERB
emaj-102	10	15	analysis	analysis	NOUN
emaj-102	10	16	of	of	ADP
emaj-102	10	17	variance	variance	NOUN
emaj-102	10	18	)	)	PUNCT
emaj-102	10	19	method	method	NOUN
emaj-102	10	20	with	with	ADP
emaj-102	10	21	data	datum	NOUN
emaj-102	10	22	drawn	draw	VERB
emaj-102	10	23	from	from	ADP
emaj-102	10	24	the	the	DET
emaj-102	10	25	research	research	NOUN
emaj-102	10	26	insight	insight	NOUN
emaj-102	10	27	/	/	SYM
emaj-102	10	28	global	global	ADJ
emaj-102	10	29	vintage	vintage	NOUN
emaj-102	10	30	database	database	NOUN
emaj-102	10	31	in	in	ADP
emaj-102	10	32	october	october	PROPN
emaj-102	10	33	2015	2015	NUM
emaj-102	10	34	.	.	PUNCT
emaj-102	11	1	our	our	PRON
emaj-102	11	2	findings	finding	NOUN
emaj-102	11	3	indicate	indicate	VERB
emaj-102	11	4	that	that	SCONJ
emaj-102	11	5	nafta	nafta	PROPN
emaj-102	11	6	manufacturing	manufacturing	NOUN
emaj-102	11	7	firms	firm	NOUN
emaj-102	11	8	have	have	VERB
emaj-102	11	9	less	less	ADJ
emaj-102	11	10	liquidity	liquidity	NOUN
emaj-102	11	11	risk	risk	NOUN
emaj-102	11	12	,	,	PUNCT
emaj-102	11	13	but	but	CCONJ
emaj-102	11	14	more	more	ADJ
emaj-102	11	15	financial	financial	ADJ
emaj-102	11	16	risk	risk	NOUN
emaj-102	11	17	,	,	PUNCT
emaj-102	11	18	compared	compare	VERB
emaj-102	11	19	with	with	ADP
emaj-102	11	20	latin	latin	ADJ
emaj-102	11	21	american	american	ADJ
emaj-102	11	22	manufacturing	manufacturing	NOUN
emaj-102	11	23	firms	firm	NOUN
emaj-102	11	24	.	.	PUNCT
emaj-102	12	1	nafta	nafta	PROPN
emaj-102	12	2	manufacturing	manufacturing	NOUN
emaj-102	12	3	firms	firm	NOUN
emaj-102	12	4	have	have	VERB
emaj-102	12	5	significantly	significantly	ADV
emaj-102	12	6	higher	high	ADJ
emaj-102	12	7	returns	return	NOUN
emaj-102	12	8	on	on	ADP
emaj-102	12	9	equity	equity	NOUN
emaj-102	12	10	due	due	ADP
emaj-102	12	11	to	to	ADP
emaj-102	12	12	achieving	achieve	VERB
emaj-102	12	13	higher	high	ADJ
emaj-102	12	14	returns	return	NOUN
emaj-102	12	15	on	on	ADP
emaj-102	12	16	assets	asset	NOUN
emaj-102	12	17	and	and	CCONJ
emaj-102	12	18	using	use	VERB
emaj-102	12	19	more	more	ADJ
emaj-102	12	20	financial	financial	ADJ
emaj-102	12	21	leverage	leverage	NOUN
emaj-102	12	22	.	.	PUNCT
emaj-102	13	1	latin	latin	PROPN
emaj-102	13	2	american	american	ADJ
emaj-102	13	3	manufacturing	manufacturing	NOUN
emaj-102	13	4	firms	firm	NOUN
emaj-102	13	5	have	have	VERB
emaj-102	13	6	more	more	ADV
emaj-102	13	7	efficient	efficient	ADJ
emaj-102	13	8	inventory	inventory	NOUN
emaj-102	13	9	management	management	NOUN
emaj-102	13	10	.	.	PUNCT
emaj-102	14	1	however	however	ADV
emaj-102	14	2	,	,	PUNCT
emaj-102	14	3	nafta	nafta	PROPN
emaj-102	14	4	manufacturing	manufacturing	NOUN
emaj-102	14	5	firms	firm	NOUN
emaj-102	14	6	have	have	VERB
emaj-102	14	7	more	more	ADV
emaj-102	14	8	efficient	efficient	ADJ
emaj-102	14	9	accounts	account	NOUN
emaj-102	14	10	receivable	receivable	ADJ
emaj-102	14	11	management	management	NOUN
emaj-102	14	12	and	and	CCONJ
emaj-102	14	13	total	total	ADJ
emaj-102	14	14	assets	asset	NOUN
emaj-102	14	15	management	management	NOUN
emaj-102	14	16	.	.	PUNCT
emaj-102	15	1	keywords	keyword	NOUN
emaj-102	15	2	:	:	PUNCT
emaj-102	15	3	financial	financial	ADJ
emaj-102	15	4	ratios	ratio	NOUN
emaj-102	15	5	,	,	PUNCT
emaj-102	15	6	nafta	nafta	PROPN
emaj-102	15	7	manufacturing	manufacturing	NOUN
emaj-102	15	8	firms	firm	NOUN
emaj-102	15	9	,	,	PUNCT
emaj-102	15	10	latin	latin	ADJ
emaj-102	15	11	american	american	ADJ
emaj-102	15	12	manufacturing	manufacturing	NOUN
emaj-102	15	13	firms	firm	NOUN
emaj-102	15	14	,	,	PUNCT
emaj-102	15	15	manova	manova	PROPN
emaj-102	15	16	(	(	PUNCT
emaj-102	15	17	multivariate	multivariate	VERB
emaj-102	15	18	analysis	analysis	NOUN
emaj-102	15	19	of	of	ADP
emaj-102	15	20	variance	variance	NOUN
emaj-102	15	21	)	)	PUNCT
emaj-102	15	22	new	new	ADJ
emaj-102	15	23	articles	article	NOUN
emaj-102	15	24	in	in	ADP
emaj-102	15	25	this	this	DET
emaj-102	15	26	journal	journal	NOUN
emaj-102	15	27	are	be	AUX
emaj-102	15	28	licensed	license	VERB
emaj-102	15	29	under	under	ADP
emaj-102	15	30	a	a	DET
emaj-102	15	31	creative	creative	ADJ
emaj-102	15	32	commons	common	NOUN
emaj-102	15	33	attribution	attribution	NOUN
emaj-102	15	34	3.0	3.0	NUM
emaj-102	15	35	united	unite	VERB
emaj-102	15	36	states	states	PROPN
emaj-102	15	37	license	license	NOUN
emaj-102	15	38	.	.	PUNCT
emaj-102	16	1	this	this	DET
emaj-102	16	2	journal	journal	NOUN
emaj-102	16	3	is	be	AUX
emaj-102	16	4	published	publish	VERB
emaj-102	16	5	by	by	ADP
emaj-102	16	6	the	the	DET
emaj-102	16	7	university	university	NOUN
emaj-102	16	8	library	library	NOUN
emaj-102	16	9	system	system	NOUN
emaj-102	16	10	of	of	ADP
emaj-102	16	11	the	the	DET
emaj-102	16	12	university	university	PROPN
emaj-102	16	13	of	of	ADP
emaj-102	16	14	pittsburgh	pittsburgh	PROPN
emaj-102	16	15	as	as	ADP
emaj-102	16	16	part	part	NOUN
emaj-102	16	17	of	of	ADP
emaj-102	16	18	its	its	PRON
emaj-102	16	19	d	d	NOUN
emaj-102	16	20	-	-	PUNCT
emaj-102	16	21	scribe	scribe	VERB
emaj-102	16	22	digital	digital	ADJ
emaj-102	16	23	publishing	publishing	NOUN
emaj-102	16	24	program	program	NOUN
emaj-102	16	25	,	,	PUNCT
emaj-102	16	26	and	and	CCONJ
emaj-102	16	27	is	be	AUX
emaj-102	16	28	cosponsored	cosponsor	VERB
emaj-102	16	29	by	by	ADP
emaj-102	16	30	the	the	DET
emaj-102	16	31	university	university	PROPN
emaj-102	16	32	of	of	ADP
emaj-102	16	33	pittsburgh	pittsburgh	PROPN
emaj-102	16	34	press	press	NOUN
emaj-102	16	35	.	.	PUNCT
emaj-102	17	1	volume	volume	NOUN
emaj-102	17	2	6	6	NUM
emaj-102	17	3	no	no	DET
emaj-102	17	4	2	2	NUM
emaj-102	17	5	(	(	PUNCT
emaj-102	17	6	2016	2016	NUM
emaj-102	17	7	)	)	PUNCT
emaj-102	17	8	|	|	ADV
emaj-102	17	9	issn	issn	VERB
emaj-102	17	10	2158	2158	NUM
emaj-102	17	11	-	-	SYM
emaj-102	17	12	8708	8708	NUM
emaj-102	17	13	(	(	PUNCT
emaj-102	17	14	online	online	NOUN
emaj-102	17	15	)	)	PUNCT
emaj-102	17	16	|	|	ADV
emaj-102	17	17	doi	doi	X
emaj-102	17	18	10.5195	10.5195	NUM
emaj-102	17	19	/	/	SYM
emaj-102	17	20	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	18	1	|	|	ADV
emaj-102	18	2	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	18	3	|	|	ADV
emaj-102	18	4	http://www.library.pitt.edu/	http://www.library.pitt.edu/	PROPN
emaj-102	18	5	http://www.pitt.edu/	http://www.pitt.edu/	NOUN
emaj-102	18	6	http://www.library.pitt.edu/articles/digpubtype/index.html	http://www.library.pitt.edu/articles/digpubtype/index.html	X
emaj-102	19	1	http://www.upress.pitt.edu/upressindex.aspx	http://www.upress.pitt.edu/upressindex.aspx	NUM
emaj-102	19	2	http://creativecommons.org/licenses/by/3.0/us/	http://creativecommons.org/licenses/by/3.0/us/	NOUN
emaj-102	19	3	volume	volume	NOUN
emaj-102	19	4	6	6	NUM
emaj-102	19	5	no	no	DET
emaj-102	19	6	2	2	NUM
emaj-102	19	7	(	(	PUNCT
emaj-102	19	8	2016	2016	NUM
emaj-102	19	9	)	)	PUNCT
emaj-102	19	10	|	|	ADV
emaj-102	19	11	issn	issn	VERB
emaj-102	19	12	2158	2158	NUM
emaj-102	19	13	-	-	SYM
emaj-102	19	14	8708	8708	NUM
emaj-102	19	15	(	(	PUNCT
emaj-102	19	16	online	online	NOUN
emaj-102	19	17	)	)	PUNCT
emaj-102	19	18	|	|	ADV
emaj-102	19	19	doi	doi	X
emaj-102	19	20	10.5195	10.5195	NUM
emaj-102	19	21	/	/	SYM
emaj-102	19	22	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	19	23	|	|	ADV
emaj-102	19	24	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	19	25	a	a	DET
emaj-102	19	26	comparison	comparison	NOUN
emaj-102	19	27	of	of	ADP
emaj-102	19	28	the	the	DET
emaj-102	19	29	financial	financial	ADJ
emaj-102	19	30	characteristics	characteristic	NOUN
emaj-102	19	31	of	of	ADP
emaj-102	19	32	nafta	nafta	PROPN
emaj-102	19	33	and	and	CCONJ
emaj-102	19	34	latin	latin	ADJ
emaj-102	19	35	american	american	ADJ
emaj-102	19	36	manufacturing	manufacturing	NOUN
emaj-102	19	37	firms	firm	NOUN
emaj-102	19	38	page	page	VERB
emaj-102	19	39	|22|	|22|	VERB
emaj-102	19	40	emerging	emerge	VERB
emaj-102	19	41	markets	market	NOUN
emaj-102	19	42	journal	journal	VERB
emaj-102	19	43	a	a	DET
emaj-102	19	44	comparison	comparison	NOUN
emaj-102	19	45	of	of	ADP
emaj-102	19	46	the	the	DET
emaj-102	19	47	financial	financial	ADJ
emaj-102	19	48	characteristics	characteristic	NOUN
emaj-102	19	49	of	of	ADP
emaj-102	19	50	nafta	nafta	PROPN
emaj-102	19	51	and	and	CCONJ
emaj-102	19	52	latin	latin	ADJ
emaj-102	19	53	american	american	ADJ
emaj-102	19	54	manufacturing	manufacturing	NOUN
emaj-102	19	55	firms	firm	NOUN
emaj-102	19	56	gulser	gulser	PROPN
emaj-102	19	57	meric	meric	PROPN
emaj-102	19	58	cengiz	cengiz	PROPN
emaj-102	19	59	haksever	haksever	PROPN
emaj-102	19	60	j.	j.	PROPN
emaj-102	19	61	drew	draw	VERB
emaj-102	19	62	procaccino	procaccino	PROPN
emaj-102	19	63	ilhan	ilhan	PROPN
emaj-102	19	64	meric	meric	PROPN
emaj-102	19	65	1	1	PROPN
emaj-102	19	66	.	.	PUNCT
emaj-102	20	1	introduction	introduction	NOUN
emaj-102	20	2	comparing	compare	VERB
emaj-102	20	3	the	the	DET
emaj-102	20	4	financial	financial	ADJ
emaj-102	20	5	characteristics	characteristic	NOUN
emaj-102	20	6	of	of	ADP
emaj-102	20	7	different	different	ADJ
emaj-102	20	8	groups	group	NOUN
emaj-102	20	9	of	of	ADP
emaj-102	20	10	firms	firm	NOUN
emaj-102	20	11	has	have	AUX
emaj-102	20	12	long	long	ADV
emaj-102	20	13	been	be	AUX
emaj-102	20	14	a	a	DET
emaj-102	20	15	popular	popular	ADJ
emaj-102	20	16	methodology	methodology	NOUN
emaj-102	20	17	in	in	ADP
emaj-102	20	18	finance	finance	NOUN
emaj-102	20	19	.	.	PUNCT
emaj-102	21	1	altman	altman	PROPN
emaj-102	21	2	(	(	PUNCT
emaj-102	21	3	1968	1968	NUM
emaj-102	21	4	)	)	PUNCT
emaj-102	21	5	,	,	PUNCT
emaj-102	21	6	beaver	beaver	NOUN
emaj-102	21	7	(	(	PUNCT
emaj-102	21	8	1968	1968	NUM
emaj-102	21	9	)	)	PUNCT
emaj-102	21	10	,	,	PUNCT
emaj-102	21	11	deakin	deakin	PROPN
emaj-102	21	12	(	(	PUNCT
emaj-102	21	13	1972	1972	NUM
emaj-102	21	14	)	)	PUNCT
emaj-102	21	15	,	,	PUNCT
emaj-102	21	16	moyer	moyer	PROPN
emaj-102	21	17	(	(	PUNCT
emaj-102	21	18	1977	1977	NUM
emaj-102	21	19	)	)	PUNCT
emaj-102	21	20	,	,	PUNCT
emaj-102	21	21	edmister	edmister	NOUN
emaj-102	21	22	(	(	PUNCT
emaj-102	21	23	1972	1972	NUM
emaj-102	21	24	)	)	PUNCT
emaj-102	21	25	,	,	PUNCT
emaj-102	21	26	and	and	CCONJ
emaj-102	21	27	dambolena	dambolena	NOUN
emaj-102	21	28	and	and	CCONJ
emaj-102	21	29	khoury	khoury	PROPN
emaj-102	21	30	(	(	PUNCT
emaj-102	21	31	1980	1980	NUM
emaj-102	21	32	)	)	PUNCT
emaj-102	21	33	predict	predict	VERB
emaj-102	21	34	bankruptcy	bankruptcy	NOUN
emaj-102	21	35	by	by	ADP
emaj-102	21	36	comparing	compare	VERB
emaj-102	21	37	the	the	DET
emaj-102	21	38	financial	financial	ADJ
emaj-102	21	39	characteristics	characteristic	NOUN
emaj-102	21	40	of	of	ADP
emaj-102	21	41	bankrupt	bankrupt	ADJ
emaj-102	21	42	and	and	CCONJ
emaj-102	21	43	non	non	ADJ
emaj-102	21	44	-	-	ADJ
emaj-102	21	45	bankrupt	bankrupt	ADJ
emaj-102	21	46	firms	firm	NOUN
emaj-102	21	47	.	.	PUNCT
emaj-102	22	1	stevens	stevens	PROPN
emaj-102	22	2	(	(	PUNCT
emaj-102	22	3	1973	1973	NUM
emaj-102	22	4	)	)	PUNCT
emaj-102	22	5	,	,	PUNCT
emaj-102	22	6	belkaoui	belkaoui	NOUN
emaj-102	22	7	(	(	PUNCT
emaj-102	22	8	1978	1978	NUM
emaj-102	22	9	)	)	PUNCT
emaj-102	22	10	,	,	PUNCT
emaj-102	22	11	rege	rege	PROPN
emaj-102	22	12	(	(	PUNCT
emaj-102	22	13	1984	1984	NUM
emaj-102	22	14	)	)	PUNCT
emaj-102	22	15	,	,	PUNCT
emaj-102	22	16	and	and	CCONJ
emaj-102	22	17	meric	meric	NOUN
emaj-102	22	18	at	at	ADP
emaj-102	22	19	al	al	PROPN
emaj-102	22	20	.	.	PUNCT
emaj-102	22	21	(	(	PUNCT
emaj-102	22	22	1991	1991	NUM
emaj-102	22	23	)	)	PUNCT
emaj-102	22	24	identify	identify	VERB
emaj-102	22	25	the	the	DET
emaj-102	22	26	financial	financial	ADJ
emaj-102	22	27	characteristics	characteristic	NOUN
emaj-102	22	28	of	of	ADP
emaj-102	22	29	firms	firm	NOUN
emaj-102	22	30	that	that	PRON
emaj-102	22	31	have	have	AUX
emaj-102	22	32	been	be	AUX
emaj-102	22	33	corporate	corporate	ADJ
emaj-102	22	34	takeover	takeover	NOUN
emaj-102	22	35	targets	target	NOUN
emaj-102	22	36	by	by	ADP
emaj-102	22	37	comparing	compare	VERB
emaj-102	22	38	them	they	PRON
emaj-102	22	39	with	with	ADP
emaj-102	22	40	firms	firm	NOUN
emaj-102	22	41	that	that	PRON
emaj-102	22	42	have	have	AUX
emaj-102	22	43	not	not	PART
emaj-102	22	44	been	be	AUX
emaj-102	22	45	corporate	corporate	ADJ
emaj-102	22	46	takeover	takeover	NOUN
emaj-102	22	47	targets	target	NOUN
emaj-102	22	48	.	.	PUNCT
emaj-102	23	1	hutchinson	hutchinson	PROPN
emaj-102	23	2	at	at	ADP
emaj-102	23	3	al	al	PROPN
emaj-102	23	4	.	.	PROPN
emaj-102	23	5	(	(	PUNCT
emaj-102	23	6	1988	1988	NUM
emaj-102	23	7	)	)	PUNCT
emaj-102	23	8	and	and	CCONJ
emaj-102	23	9	meric	meric	NOUN
emaj-102	23	10	and	and	CCONJ
emaj-102	23	11	meric	meric	PROPN
emaj-102	23	12	(	(	PUNCT
emaj-102	23	13	1992	1992	NUM
emaj-102	23	14	)	)	PUNCT
emaj-102	23	15	identify	identify	VERB
emaj-102	23	16	the	the	DET
emaj-102	23	17	financial	financial	ADJ
emaj-102	23	18	characteristics	characteristic	NOUN
emaj-102	23	19	of	of	ADP
emaj-102	23	20	firms	firm	NOUN
emaj-102	23	21	which	which	PRON
emaj-102	23	22	achieve	achieve	VERB
emaj-102	23	23	stock	stock	NOUN
emaj-102	23	24	market	market	NOUN
emaj-102	23	25	quotation	quotation	NOUN
emaj-102	23	26	by	by	ADP
emaj-102	23	27	comparing	compare	VERB
emaj-102	23	28	them	they	PRON
emaj-102	23	29	with	with	ADP
emaj-102	23	30	firms	firm	NOUN
emaj-102	23	31	that	that	PRON
emaj-102	23	32	do	do	AUX
emaj-102	23	33	not	not	PART
emaj-102	23	34	have	have	VERB
emaj-102	23	35	stock	stock	NOUN
emaj-102	23	36	market	market	NOUN
emaj-102	23	37	quotation	quotation	NOUN
emaj-102	23	38	.	.	PUNCT
emaj-102	24	1	meric	meric	PROPN
emaj-102	24	2	at	at	ADP
emaj-102	24	3	al	al	PROPN
emaj-102	24	4	.	.	PUNCT
emaj-102	25	1	(	(	PUNCT
emaj-102	25	2	2000	2000	NUM
emaj-102	25	3	)	)	PUNCT
emaj-102	25	4	compare	compare	VERB
emaj-102	25	5	the	the	DET
emaj-102	25	6	financial	financial	ADJ
emaj-102	25	7	characteristics	characteristic	NOUN
emaj-102	25	8	of	of	ADP
emaj-102	25	9	japanese	japanese	ADJ
emaj-102	25	10	kieretsu	kieretsu	NOUN
emaj-102	25	11	-	-	PUNCT
emaj-102	25	12	affiliated	affiliate	VERB
emaj-102	25	13	and	and	CCONJ
emaj-102	25	14	independent	independent	ADJ
emaj-102	25	15	firms	firm	NOUN
emaj-102	25	16	to	to	PART
emaj-102	25	17	identify	identify	VERB
emaj-102	25	18	the	the	DET
emaj-102	25	19	financial	financial	ADJ
emaj-102	25	20	characteristics	characteristic	NOUN
emaj-102	25	21	of	of	ADP
emaj-102	25	22	kieretsu	kieretsu	NOUN
emaj-102	25	23	-	-	PUNCT
emaj-102	25	24	affiliated	affiliate	VERB
emaj-102	25	25	firms	firm	NOUN
emaj-102	25	26	.	.	PUNCT
emaj-102	26	1	a	a	DET
emaj-102	26	2	number	number	NOUN
emaj-102	26	3	of	of	ADP
emaj-102	26	4	studies	study	NOUN
emaj-102	26	5	compare	compare	VERB
emaj-102	26	6	the	the	DET
emaj-102	26	7	financial	financial	ADJ
emaj-102	26	8	characteristics	characteristic	NOUN
emaj-102	26	9	of	of	ADP
emaj-102	26	10	firms	firm	NOUN
emaj-102	26	11	in	in	ADP
emaj-102	26	12	different	different	ADJ
emaj-102	26	13	countries	country	NOUN
emaj-102	26	14	.	.	PUNCT
emaj-102	27	1	kester	kester	PROPN
emaj-102	27	2	(	(	PUNCT
emaj-102	27	3	1986	1986	NUM
emaj-102	27	4	)	)	PUNCT
emaj-102	27	5	and	and	CCONJ
emaj-102	27	6	wald	wald	X
emaj-102	27	7	(	(	PUNCT
emaj-102	27	8	1999	1999	NUM
emaj-102	27	9	)	)	PUNCT
emaj-102	27	10	compare	compare	VERB
emaj-102	27	11	the	the	DET
emaj-102	27	12	capital	capital	NOUN
emaj-102	27	13	and	and	CCONJ
emaj-102	27	14	ownership	ownership	NOUN
emaj-102	27	15	structures	structure	NOUN
emaj-102	27	16	of	of	ADP
emaj-102	27	17	firms	firm	NOUN
emaj-102	27	18	in	in	ADP
emaj-102	27	19	different	different	ADJ
emaj-102	27	20	countries	country	NOUN
emaj-102	27	21	and	and	CCONJ
emaj-102	27	22	they	they	PRON
emaj-102	27	23	find	find	VERB
emaj-102	27	24	significant	significant	ADJ
emaj-102	27	25	differences	difference	NOUN
emaj-102	27	26	.	.	PUNCT
emaj-102	28	1	meric	meric	PROPN
emaj-102	28	2	and	and	CCONJ
emaj-102	28	3	meric	meric	PROPN
emaj-102	28	4	(	(	PUNCT
emaj-102	28	5	1989	1989	NUM
emaj-102	28	6	and	and	CCONJ
emaj-102	28	7	1994	1994	NUM
emaj-102	28	8	)	)	PUNCT
emaj-102	28	9	compare	compare	VERB
emaj-102	28	10	the	the	DET
emaj-102	28	11	financial	financial	ADJ
emaj-102	28	12	characteristics	characteristic	NOUN
emaj-102	28	13	of	of	ADP
emaj-102	28	14	u.s	u.s	PROPN
emaj-102	28	15	.	.	PROPN
emaj-102	28	16	and	and	CCONJ
emaj-102	28	17	japanese	japanese	ADJ
emaj-102	28	18	manufacturing	manufacturing	NOUN
emaj-102	28	19	firms	firm	NOUN
emaj-102	28	20	and	and	CCONJ
emaj-102	28	21	they	they	PRON
emaj-102	28	22	find	find	VERB
emaj-102	28	23	significant	significant	ADJ
emaj-102	28	24	differences	difference	NOUN
emaj-102	28	25	.	.	PUNCT
emaj-102	29	1	in	in	ADP
emaj-102	29	2	this	this	DET
emaj-102	29	3	study	study	NOUN
emaj-102	29	4	,	,	PUNCT
emaj-102	29	5	we	we	PRON
emaj-102	29	6	compare	compare	VERB
emaj-102	29	7	the	the	DET
emaj-102	29	8	financial	financial	ADJ
emaj-102	29	9	characteristics	characteristic	NOUN
emaj-102	29	10	of	of	ADP
emaj-102	29	11	nafta	nafta	PROPN
emaj-102	29	12	and	and	CCONJ
emaj-102	29	13	latin	latin	ADJ
emaj-102	29	14	american	american	ADJ
emaj-102	29	15	manufacturing	manufacturing	NOUN
emaj-102	29	16	firms	firm	NOUN
emaj-102	29	17	.	.	PUNCT
emaj-102	30	1	2	2	X
emaj-102	30	2	.	.	X
emaj-102	30	3	nafta	nafta	PROPN
emaj-102	30	4	and	and	CCONJ
emaj-102	30	5	latin	latin	ADJ
emaj-102	30	6	american	american	ADJ
emaj-102	30	7	economies	economy	NOUN
emaj-102	30	8	in	in	ADP
emaj-102	30	9	this	this	DET
emaj-102	30	10	section	section	NOUN
emaj-102	30	11	,	,	PUNCT
emaj-102	30	12	we	we	PRON
emaj-102	30	13	present	present	VERB
emaj-102	30	14	an	an	DET
emaj-102	30	15	overview	overview	NOUN
emaj-102	30	16	of	of	ADP
emaj-102	30	17	the	the	DET
emaj-102	30	18	economies	economy	NOUN
emaj-102	30	19	of	of	ADP
emaj-102	30	20	the	the	DET
emaj-102	30	21	three	three	NUM
emaj-102	30	22	nafta	nafta	PROPN
emaj-102	30	23	member	member	NOUN
emaj-102	30	24	countries	country	NOUN
emaj-102	30	25	and	and	CCONJ
emaj-102	30	26	seven	seven	NUM
emaj-102	30	27	latin	latin	PROPN
emaj-102	30	28	america	america	PROPN
emaj-102	30	29	countries	country	NOUN
emaj-102	30	30	included	include	VERB
emaj-102	30	31	in	in	ADP
emaj-102	30	32	this	this	DET
emaj-102	30	33	study	study	NOUN
emaj-102	30	34	through	through	ADP
emaj-102	30	35	various	various	ADJ
emaj-102	30	36	economic	economic	ADJ
emaj-102	30	37	indicators	indicator	NOUN
emaj-102	30	38	.	.	PUNCT
emaj-102	31	1	table	table	NOUN
emaj-102	31	2	1	1	NUM
emaj-102	31	3	includes	include	VERB
emaj-102	31	4	population	population	NOUN
emaj-102	31	5	(	(	PUNCT
emaj-102	31	6	based	base	VERB
emaj-102	31	7	on	on	ADP
emaj-102	31	8	2015	2015	NUM
emaj-102	31	9	estimates	estimate	NOUN
emaj-102	31	10	)	)	PUNCT
emaj-102	31	11	,	,	PUNCT
emaj-102	31	12	population	population	NOUN
emaj-102	31	13	growth	growth	NOUN
emaj-102	31	14	rate	rate	NOUN
emaj-102	31	15	(	(	PUNCT
emaj-102	31	16	based	base	VERB
emaj-102	31	17	on	on	ADP
emaj-102	31	18	2015	2015	NUM
emaj-102	31	19	estimates	estimate	NOUN
emaj-102	31	20	)	)	PUNCT
emaj-102	31	21	,	,	PUNCT
emaj-102	31	22	labor	labor	NOUN
emaj-102	31	23	force	force	NOUN
emaj-102	31	24	(	(	PUNCT
emaj-102	31	25	based	base	VERB
emaj-102	31	26	on	on	ADP
emaj-102	31	27	2014	2014	NUM
emaj-102	31	28	estimates	estimate	NOUN
emaj-102	31	29	)	)	PUNCT
emaj-102	31	30	,	,	PUNCT
emaj-102	31	31	and	and	CCONJ
emaj-102	31	32	labor	labor	NOUN
emaj-102	31	33	force	force	NOUN
emaj-102	31	34	as	as	ADP
emaj-102	31	35	a	a	DET
emaj-102	31	36	percentage	percentage	NOUN
emaj-102	31	37	of	of	ADP
emaj-102	31	38	population	population	NOUN
emaj-102	31	39	.	.	PUNCT
emaj-102	32	1	we	we	PRON
emaj-102	32	2	have	have	AUX
emaj-102	32	3	also	also	ADV
emaj-102	32	4	included	include	VERB
emaj-102	32	5	a	a	DET
emaj-102	32	6	corresponding	correspond	VERB
emaj-102	32	7	world	world	NOUN
emaj-102	32	8	rank	rank	NOUN
emaj-102	32	9	for	for	ADP
emaj-102	32	10	each	each	PRON
emaj-102	32	11	of	of	ADP
emaj-102	32	12	these	these	DET
emaj-102	32	13	indicators	indicator	NOUN
emaj-102	32	14	.	.	PUNCT
emaj-102	33	1	population	population	NOUN
emaj-102	33	2	the	the	DET
emaj-102	33	3	u.s	u.s	PROPN
emaj-102	33	4	.	.	PROPN
emaj-102	33	5	had	have	VERB
emaj-102	33	6	the	the	DET
emaj-102	33	7	largest	large	ADJ
emaj-102	33	8	population	population	NOUN
emaj-102	33	9	among	among	ADP
emaj-102	33	10	the	the	DET
emaj-102	33	11	nafta	nafta	PROPN
emaj-102	33	12	countries	country	NOUN
emaj-102	33	13	at	at	ADP
emaj-102	33	14	321.4	321.4	NUM
emaj-102	33	15	m	m	NOUN
emaj-102	33	16	(	(	PUNCT
emaj-102	33	17	fourth	fourth	ADV
emaj-102	33	18	largest	large	ADJ
emaj-102	33	19	in	in	ADP
emaj-102	33	20	the	the	DET
emaj-102	33	21	world	world	NOUN
emaj-102	33	22	)	)	PUNCT
emaj-102	33	23	and	and	CCONJ
emaj-102	33	24	canada	canada	PROPN
emaj-102	33	25	had	have	VERB
emaj-102	33	26	the	the	DET
emaj-102	33	27	lowest	low	ADJ
emaj-102	33	28	at	at	ADP
emaj-102	33	29	35.1	35.1	NUM
emaj-102	33	30	m	m	NOUN
emaj-102	33	31	(	(	PUNCT
emaj-102	33	32	35th	35th	ADV
emaj-102	33	33	largest	large	ADJ
emaj-102	33	34	)	)	PUNCT
emaj-102	33	35	.	.	PUNCT
emaj-102	34	1	among	among	ADP
emaj-102	34	2	the	the	DET
emaj-102	34	3	latin	latin	ADJ
emaj-102	34	4	american	american	ADJ
emaj-102	34	5	countries	country	NOUN
emaj-102	34	6	,	,	PUNCT
emaj-102	34	7	brazil	brazil	PROPN
emaj-102	34	8	had	have	VERB
emaj-102	34	9	the	the	DET
emaj-102	34	10	highest	high	ADJ
emaj-102	34	11	population	population	NOUN
emaj-102	34	12	at	at	ADP
emaj-102	34	13	204.3	204.3	NUM
emaj-102	34	14	m	m	NOUN
emaj-102	34	15	(	(	PUNCT
emaj-102	34	16	sixth	sixth	ADV
emaj-102	34	17	largest	large	ADJ
emaj-102	34	18	in	in	ADP
emaj-102	34	19	the	the	DET
emaj-102	34	20	world	world	NOUN
emaj-102	34	21	)	)	PUNCT
emaj-102	34	22	and	and	CCONJ
emaj-102	34	23	costa	costa	PROPN
emaj-102	34	24	rica	rica	PROPN
emaj-102	34	25	had	have	VERB
emaj-102	34	26	the	the	DET
emaj-102	34	27	smallest	small	ADJ
emaj-102	34	28	at	at	ADP
emaj-102	34	29	4.8	4.8	NUM
emaj-102	34	30	m	m	NOUN
emaj-102	34	31	(	(	PUNCT
emaj-102	34	32	124th	124th	X
emaj-102	34	33	largest	large	ADJ
emaj-102	34	34	)	)	PUNCT
emaj-102	34	35	.	.	PUNCT
emaj-102	35	1	population	population	NOUN
emaj-102	35	2	growth	growth	NOUN
emaj-102	35	3	rate	rate	PROPN
emaj-102	35	4	mexico	mexico	PROPN
emaj-102	35	5	had	have	VERB
emaj-102	35	6	the	the	DET
emaj-102	35	7	highest	high	ADJ
emaj-102	35	8	population	population	NOUN
emaj-102	35	9	growth	growth	NOUN
emaj-102	35	10	rate	rate	NOUN
emaj-102	35	11	among	among	ADP
emaj-102	35	12	the	the	DET
emaj-102	35	13	nafta	nafta	PROPN
emaj-102	35	14	countries	country	NOUN
emaj-102	35	15	at	at	ADP
emaj-102	35	16	1.2	1.2	NUM
emaj-102	35	17	%	%	NOUN
emaj-102	35	18	(	(	PUNCT
emaj-102	35	19	102nd	102nd	PROPN
emaj-102	35	20	highest	high	ADJ
emaj-102	35	21	in	in	ADP
emaj-102	35	22	the	the	DET
emaj-102	35	23	world	world	NOUN
emaj-102	35	24	)	)	PUNCT
emaj-102	35	25	and	and	CCONJ
emaj-102	35	26	canada	canada	PROPN
emaj-102	35	27	was	be	AUX
emaj-102	35	28	the	the	DET
emaj-102	35	29	lowest	low	ADJ
emaj-102	35	30	at	at	ADP
emaj-102	35	31	0.8	0.8	NUM
emaj-102	35	32	%	%	NOUN
emaj-102	35	33	(	(	PUNCT
emaj-102	35	34	146th	146th	ADJ
emaj-102	35	35	highest	high	ADJ
emaj-102	35	36	)	)	PUNCT
emaj-102	35	37	.	.	PUNCT
emaj-102	36	1	among	among	ADP
emaj-102	36	2	the	the	DET
emaj-102	36	3	latin	latin	ADJ
emaj-102	36	4	american	american	ADJ
emaj-102	36	5	countries	country	NOUN
emaj-102	36	6	,	,	PUNCT
emaj-102	36	7	venezuela	venezuela	PROPN
emaj-102	36	8	had	have	VERB
emaj-102	36	9	the	the	DET
emaj-102	36	10	highest	high	ADJ
emaj-102	36	11	at	at	ADP
emaj-102	36	12	1.4	1.4	NUM
emaj-102	36	13	%	%	NOUN
emaj-102	36	14	(	(	PUNCT
emaj-102	36	15	85th	85th	ADV
emaj-102	36	16	highest	high	ADJ
emaj-102	36	17	in	in	ADP
emaj-102	36	18	the	the	DET
emaj-102	36	19	world	world	NOUN
emaj-102	36	20	)	)	PUNCT
emaj-102	36	21	,	,	PUNCT
emaj-102	36	22	while	while	SCONJ
emaj-102	36	23	brazil	brazil	PROPN
emaj-102	36	24	had	have	VERB
emaj-102	36	25	the	the	DET
emaj-102	36	26	lowest	low	ADJ
emaj-102	36	27	at	at	ADP
emaj-102	36	28	0.8	0.8	NUM
emaj-102	36	29	%	%	NOUN
emaj-102	36	30	(	(	PUNCT
emaj-102	36	31	142nd	142nd	NOUN
emaj-102	36	32	highest	high	ADJ
emaj-102	36	33	)	)	PUNCT
emaj-102	36	34	.	.	PUNCT
emaj-102	37	1	table	table	NOUN
emaj-102	37	2	1	1	NUM
emaj-102	37	3	:	:	PUNCT
emaj-102	37	4	population	population	NOUN
emaj-102	37	5	,	,	PUNCT
emaj-102	37	6	growth	growth	NOUN
emaj-102	37	7	rate	rate	NOUN
emaj-102	37	8	and	and	CCONJ
emaj-102	37	9	labor	labor	NOUN
emaj-102	37	10	force	force	NOUN
emaj-102	37	11	by	by	ADP
emaj-102	37	12	country	country	NOUN
emaj-102	37	13	countr	countr	VERB
emaj-102	37	14	y	y	PROPN
emaj-102	37	15	populati	populati	NOUN
emaj-102	37	16	on	on	ADP
emaj-102	37	17	1	1	NUM
emaj-102	37	18	[	[	PUNCT
emaj-102	37	19	in	in	ADP
emaj-102	37	20	millions	million	NOUN
emaj-102	37	21	]	]	PUNCT
emaj-102	37	22	(	(	PUNCT
emaj-102	37	23	world	world	NOUN
emaj-102	37	24	rank	rank	NOUN
emaj-102	37	25	)	)	PUNCT
emaj-102	37	26	populati	populati	NOUN
emaj-102	37	27	on	on	ADP
emaj-102	37	28	2	2	NUM
emaj-102	37	29	growth	growth	NOUN
emaj-102	37	30	rate	rate	NOUN
emaj-102	37	31	(	(	PUNCT
emaj-102	37	32	world	world	NOUN
emaj-102	37	33	rank	rank	NOUN
emaj-102	37	34	)	)	PUNCT
emaj-102	37	35	labor	labor	NOUN
emaj-102	37	36	force	force	NOUN
emaj-102	37	37	3	3	NUM
emaj-102	38	1	[	[	X
emaj-102	38	2	in	in	ADP
emaj-102	38	3	million	million	NUM
emaj-102	38	4	s	s	NOUN
emaj-102	38	5	]	]	X
emaj-102	38	6	(	(	PUNCT
emaj-102	38	7	world	world	NOUN
emaj-102	38	8	rank	rank	NOUN
emaj-102	38	9	)	)	PUNCT
emaj-102	38	10	labor	labor	NOUN
emaj-102	38	11	force	force	NOUN
emaj-102	38	12	as	as	ADP
emaj-102	38	13	percenta	percenta	ADJ
emaj-102	38	14	ge	ge	PROPN
emaj-102	38	15	of	of	ADP
emaj-102	38	16	populati	populati	NOUN
emaj-102	38	17	on	on	ADP
emaj-102	38	18	n	n	PRON
emaj-102	38	19	a	a	DET
emaj-102	38	20	f	f	PROPN
emaj-102	38	21	t	t	PROPN
emaj-102	38	22	a	a	DET
emaj-102	38	23	canada	canada	PROPN
emaj-102	38	24	35.1	35.1	NUM
emaj-102	38	25	(	(	PUNCT
emaj-102	38	26	39	39	NUM
emaj-102	38	27	)	)	PUNCT
emaj-102	38	28	0.8	0.8	NUM
emaj-102	38	29	%	%	NOUN
emaj-102	38	30	(	(	PUNCT
emaj-102	38	31	146	146	NUM
emaj-102	38	32	)	)	PUNCT
emaj-102	38	33	19.2	19.2	NUM
emaj-102	38	34	(	(	PUNCT
emaj-102	38	35	32	32	NUM
emaj-102	38	36	)	)	PUNCT
emaj-102	38	37	54.7	54.7	NUM
emaj-102	38	38	%	%	NOUN
emaj-102	38	39	mexico	mexico	PROPN
emaj-102	38	40	121.7	121.7	NUM
emaj-102	38	41	(	(	PUNCT
emaj-102	38	42	12	12	NUM
emaj-102	38	43	)	)	PUNCT
emaj-102	38	44	1.2	1.2	NUM
emaj-102	38	45	%	%	NOUN
emaj-102	38	46	(	(	PUNCT
emaj-102	38	47	102	102	NUM
emaj-102	38	48	)	)	SYM
emaj-102	38	49	52.9	52.9	NUM
emaj-102	38	50	(	(	PUNCT
emaj-102	38	51	13	13	NUM
emaj-102	38	52	)	)	PUNCT
emaj-102	38	53	43.5	43.5	NUM
emaj-102	38	54	%	%	NOUN
emaj-102	38	55	united	united	PROPN
emaj-102	38	56	state	state	PROPN
emaj-102	38	57	s	s	PROPN
emaj-102	38	58	321.4	321.4	NUM
emaj-102	38	59	(	(	PUNCT
emaj-102	38	60	4	4	NUM
emaj-102	38	61	)	)	PUNCT
emaj-102	38	62	0.8	0.8	NUM
emaj-102	38	63	%	%	NOUN
emaj-102	38	64	(	(	PUNCT
emaj-102	38	65	141	141	NUM
emaj-102	38	66	)	)	PUNCT
emaj-102	38	67	156.0	156.0	NUM
emaj-102	38	68	(	(	PUNCT
emaj-102	38	69	4	4	NUM
emaj-102	38	70	)	)	PUNCT
emaj-102	38	71	48.5	48.5	NUM
emaj-102	38	72	%	%	NOUN
emaj-102	38	73	l	l	NOUN
emaj-102	38	74	a	a	DET
emaj-102	38	75	ti	ti	NOUN
emaj-102	38	76	n	n	CCONJ
emaj-102	38	77	a	a	DET
emaj-102	38	78	m	m	NOUN
emaj-102	38	79	e	e	NOUN
emaj-102	38	80	ri	ri	NOUN
emaj-102	38	81	c	c	PROPN
emaj-102	38	82	a	a	DET
emaj-102	38	83	argenti	argenti	NOUN
emaj-102	38	84	na	na	ADP
emaj-102	38	85	43.4	43.4	NUM
emaj-102	38	86	(	(	PUNCT
emaj-102	38	87	33	33	NUM
emaj-102	38	88	)	)	PUNCT
emaj-102	38	89	0.9	0.9	NUM
emaj-102	38	90	%	%	NOUN
emaj-102	38	91	(	(	PUNCT
emaj-102	38	92	124	124	NUM
emaj-102	38	93	)	)	PUNCT
emaj-102	38	94	17.3	17.3	NUM
emaj-102	38	95	(	(	PUNCT
emaj-102	38	96	36	36	NUM
emaj-102	38	97	)	)	PUNCT
emaj-102	38	98	39.9	39.9	NUM
emaj-102	38	99	%	%	NOUN
emaj-102	38	100	brazil	brazil	PROPN
emaj-102	38	101	204.3	204.3	NUM
emaj-102	38	102	(	(	PUNCT
emaj-102	38	103	6	6	NUM
emaj-102	38	104	)	)	PUNCT
emaj-102	38	105	0.8	0.8	NUM
emaj-102	38	106	%	%	NOUN
emaj-102	38	107	(	(	PUNCT
emaj-102	38	108	142	142	NUM
emaj-102	38	109	)	)	PUNCT
emaj-102	38	110	110.9	110.9	NUM
emaj-102	38	111	(	(	PUNCT
emaj-102	38	112	6	6	NUM
emaj-102	38	113	)	)	PUNCT
emaj-102	38	114	54.3	54.3	NUM
emaj-102	38	115	%	%	NOUN
emaj-102	38	116	chile	chile	NOUN
emaj-102	38	117	17.5	17.5	NUM
emaj-102	38	118	(	(	PUNCT
emaj-102	38	119	64	64	NUM
emaj-102	38	120	)	)	PUNCT
emaj-102	38	121	0.8	0.8	NUM
emaj-102	38	122	%	%	NOUN
emaj-102	38	123	(	(	PUNCT
emaj-102	38	124	137	137	NUM
emaj-102	38	125	)	)	PUNCT
emaj-102	38	126	8.5	8.5	NUM
emaj-102	38	127	(	(	PUNCT
emaj-102	38	128	58	58	NUM
emaj-102	38	129	)	)	PUNCT
emaj-102	38	130	48.6	48.6	NUM
emaj-102	38	131	%	%	NOUN
emaj-102	38	132	columb	columb	PROPN
emaj-102	38	133	ia	ia	PROPN
emaj-102	38	134	46.7	46.7	NUM
emaj-102	38	135	(	(	PUNCT
emaj-102	38	136	30	30	NUM
emaj-102	38	137	)	)	PUNCT
emaj-102	38	138	1.0	1.0	NUM
emaj-102	38	139	%	%	NOUN
emaj-102	38	140	(	(	PUNCT
emaj-102	38	141	115	115	NUM
emaj-102	38	142	)	)	PUNCT
emaj-102	38	143	23.7	23.7	NUM
emaj-102	38	144	(	(	PUNCT
emaj-102	38	145	28	28	NUM
emaj-102	38	146	)	)	PUNCT
emaj-102	38	147	50.6	50.6	NUM
emaj-102	38	148	%	%	NOUN
emaj-102	38	149	costa	costa	PROPN
emaj-102	38	150	rica	rica	PROPN
emaj-102	38	151	4.8	4.8	NUM
emaj-102	38	152	(	(	PUNCT
emaj-102	38	153	124	124	NUM
emaj-102	38	154	)	)	PUNCT
emaj-102	38	155	1.2	1.2	NUM
emaj-102	38	156	%	%	NOUN
emaj-102	38	157	(	(	PUNCT
emaj-102	38	158	97	97	NUM
emaj-102	38	159	)	)	PUNCT
emaj-102	38	160	2.3	2.3	NUM
emaj-102	38	161	(	(	PUNCT
emaj-102	38	162	119	119	NUM
emaj-102	38	163	)	)	PUNCT
emaj-102	38	164	46.9	46.9	NUM
emaj-102	38	165	%	%	NOUN
emaj-102	38	166	peru	peru	PROPN
emaj-102	38	167	30.4	30.4	NUM
emaj-102	38	168	(	(	PUNCT
emaj-102	38	169	44	44	NUM
emaj-102	38	170	)	)	PUNCT
emaj-102	38	171	1.0	1.0	NUM
emaj-102	38	172	%	%	NOUN
emaj-102	38	173	(	(	PUNCT
emaj-102	38	174	120	120	NUM
emaj-102	38	175	)	)	PUNCT
emaj-102	38	176	16.6	16.6	NUM
emaj-102	38	177	(	(	PUNCT
emaj-102	38	178	38	38	NUM
emaj-102	38	179	)	)	PUNCT
emaj-102	38	180	54.4	54.4	NUM
emaj-102	38	181	%	%	NOUN
emaj-102	38	182	venezu	venezu	NOUN
emaj-102	38	183	ela	ela	PROPN
emaj-102	38	184	29.3	29.3	NUM
emaj-102	38	185	(	(	PUNCT
emaj-102	38	186	45	45	NUM
emaj-102	38	187	)	)	PUNCT
emaj-102	38	188	1.4	1.4	NUM
emaj-102	38	189	%	%	NOUN
emaj-102	38	190	(	(	PUNCT
emaj-102	38	191	85	85	NUM
emaj-102	38	192	)	)	PUNCT
emaj-102	38	193	14.3	14.3	NUM
emaj-102	38	194	(	(	PUNCT
emaj-102	38	195	40	40	NUM
emaj-102	38	196	)	)	PUNCT
emaj-102	38	197	49.0	49.0	NUM
emaj-102	38	198	%	%	NOUN
emaj-102	38	199	resources	resource	NOUN
emaj-102	38	200	:	:	PUNCT
emaj-102	38	201	1	1	NUM
emaj-102	38	202	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2119rank.html	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2119rank.html	SYM
emaj-102	38	203	2	2	NUM
emaj-102	38	204	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2002rank.html	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2002rank.html	NOUN
emaj-102	38	205	3	3	NUM
emaj-102	38	206	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2095rank.html	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2095rank.html	NOUN
emaj-102	38	207	labor	labor	NOUN
emaj-102	38	208	force	force	NOUN
emaj-102	38	209	the	the	DET
emaj-102	38	210	u.s	u.s	PROPN
emaj-102	38	211	.	.	PROPN
emaj-102	38	212	had	have	VERB
emaj-102	38	213	the	the	DET
emaj-102	38	214	largest	large	ADJ
emaj-102	38	215	labor	labor	NOUN
emaj-102	38	216	force	force	NOUN
emaj-102	38	217	among	among	ADP
emaj-102	38	218	the	the	DET
emaj-102	38	219	nafta	nafta	PROPN
emaj-102	38	220	countries	country	NOUN
emaj-102	38	221	at	at	ADP
emaj-102	38	222	156.0	156.0	NUM
emaj-102	38	223	m	m	NOUN
emaj-102	38	224	(	(	PUNCT
emaj-102	38	225	fourth	fourth	ADV
emaj-102	38	226	largest	large	ADJ
emaj-102	38	227	in	in	ADP
emaj-102	38	228	the	the	DET
emaj-102	38	229	world	world	NOUN
emaj-102	38	230	)	)	PUNCT
emaj-102	38	231	and	and	CCONJ
emaj-102	38	232	canada	canada	PROPN
emaj-102	38	233	had	have	VERB
emaj-102	38	234	the	the	DET
emaj-102	38	235	lowest	low	ADJ
emaj-102	38	236	at	at	ADP
emaj-102	38	237	19.2	19.2	NUM
emaj-102	38	238	m	m	NOUN
emaj-102	38	239	(	(	PUNCT
emaj-102	38	240	32nd	32nd	ADV
emaj-102	38	241	largest	large	ADJ
emaj-102	38	242	)	)	PUNCT
emaj-102	38	243	.	.	PUNCT
emaj-102	39	1	among	among	ADP
emaj-102	39	2	the	the	DET
emaj-102	39	3	latin	latin	ADJ
emaj-102	39	4	american	american	ADJ
emaj-102	39	5	countries	country	NOUN
emaj-102	39	6	,	,	PUNCT
emaj-102	39	7	brazil	brazil	PROPN
emaj-102	39	8	had	have	VERB
emaj-102	39	9	the	the	DET
emaj-102	39	10	highest	high	ADJ
emaj-102	39	11	labor	labor	NOUN
emaj-102	39	12	force	force	NOUN
emaj-102	39	13	at	at	ADP
emaj-102	39	14	110.9	110.9	NUM
emaj-102	39	15	m	m	NOUN
emaj-102	39	16	(	(	PUNCT
emaj-102	39	17	sixth	sixth	ADV
emaj-102	39	18	highest	high	ADJ
emaj-102	39	19	in	in	ADP
emaj-102	39	20	the	the	DET
emaj-102	39	21	world	world	NOUN
emaj-102	39	22	)	)	PUNCT
emaj-102	39	23	and	and	CCONJ
emaj-102	39	24	costa	costa	PROPN
emaj-102	39	25	rica	rica	PROPN
emaj-102	39	26	had	have	VERB
emaj-102	39	27	the	the	DET
emaj-102	39	28	smallest	small	ADJ
emaj-102	39	29	at	at	ADP
emaj-102	39	30	2.3	2.3	NUM
emaj-102	39	31	m	m	NOUN
emaj-102	39	32	(	(	PUNCT
emaj-102	39	33	119th	119th	NOUN
emaj-102	39	34	highest	high	ADJ
emaj-102	39	35	)	)	PUNCT
emaj-102	39	36	.	.	PUNCT
emaj-102	40	1	volume	volume	NOUN
emaj-102	40	2	6	6	NUM
emaj-102	40	3	no	no	DET
emaj-102	40	4	2	2	NUM
emaj-102	40	5	(	(	PUNCT
emaj-102	40	6	2016	2016	NUM
emaj-102	40	7	)	)	PUNCT
emaj-102	40	8	|	|	ADV
emaj-102	40	9	issn	issn	VERB
emaj-102	40	10	2158	2158	NUM
emaj-102	40	11	-	-	SYM
emaj-102	40	12	8708	8708	NUM
emaj-102	40	13	(	(	PUNCT
emaj-102	40	14	online	online	NOUN
emaj-102	40	15	)	)	PUNCT
emaj-102	40	16	|	|	ADV
emaj-102	40	17	doi	doi	X
emaj-102	40	18	10.5195	10.5195	NUM
emaj-102	40	19	/	/	SYM
emaj-102	40	20	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	40	21	|	|	ADV
emaj-102	40	22	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	40	23	gulser	gulser	PROPN
emaj-102	40	24	meric	meric	PROPN
emaj-102	40	25	,	,	PUNCT
emaj-102	40	26	cengiz	cengiz	PROPN
emaj-102	40	27	haksever	haksever	PROPN
emaj-102	40	28	,	,	PUNCT
emaj-102	40	29	j.	j.	PROPN
emaj-102	40	30	drew	draw	VERB
emaj-102	40	31	procaccino	procaccino	PROPN
emaj-102	40	32	,	,	PUNCT
emaj-102	40	33	ilhan	ilhan	PROPN
emaj-102	40	34	meric	meric	NOUN
emaj-102	40	35	emerging	emerge	VERB
emaj-102	40	36	markets	market	NOUN
emaj-102	40	37	journal	journal	NOUN
emaj-102	41	1	|	|	ADV
emaj-102	41	2	p	p	NOUN
emaj-102	41	3	a	a	DET
emaj-102	41	4	g	g	NOUN
emaj-102	41	5	e	e	NOUN
emaj-102	41	6	|23	|23	X
emaj-102	41	7	table	table	NOUN
emaj-102	41	8	2	2	NUM
emaj-102	41	9	includes	include	VERB
emaj-102	41	10	total	total	ADJ
emaj-102	41	11	gross	gross	ADJ
emaj-102	41	12	domestic	domestic	ADJ
emaj-102	41	13	product	product	NOUN
emaj-102	41	14	(	(	PUNCT
emaj-102	41	15	gdp	gdp	NOUN
emaj-102	41	16	)	)	PUNCT
emaj-102	41	17	(	(	PUNCT
emaj-102	41	18	2014	2014	NUM
emaj-102	41	19	estimates	estimate	NOUN
emaj-102	41	20	,	,	PUNCT
emaj-102	41	21	valued	value	VERB
emaj-102	41	22	at	at	ADP
emaj-102	41	23	prevailing	prevail	VERB
emaj-102	41	24	u.s	u.s	PROPN
emaj-102	41	25	.	.	PROPN
emaj-102	41	26	purchase	purchase	NOUN
emaj-102	41	27	prices	price	NOUN
emaj-102	41	28	)	)	PUNCT
emaj-102	41	29	,	,	PUNCT
emaj-102	41	30	annual	annual	ADJ
emaj-102	41	31	gdp	gdp	NOUN
emaj-102	41	32	real	real	ADJ
emaj-102	41	33	growth	growth	NOUN
emaj-102	41	34	rate	rate	NOUN
emaj-102	41	35	(	(	PUNCT
emaj-102	41	36	2014	2014	NUM
emaj-102	41	37	estimates	estimate	NOUN
emaj-102	41	38	,	,	PUNCT
emaj-102	41	39	adjusted	adjust	VERB
emaj-102	41	40	for	for	ADP
emaj-102	41	41	inflation	inflation	NOUN
emaj-102	41	42	)	)	PUNCT
emaj-102	41	43	,	,	PUNCT
emaj-102	41	44	and	and	CCONJ
emaj-102	41	45	annual	annual	ADJ
emaj-102	41	46	gdp	gdp	NOUN
emaj-102	41	47	per	per	ADP
emaj-102	41	48	capita	capita	X
emaj-102	41	49	(	(	PUNCT
emaj-102	41	50	2014	2014	NUM
emaj-102	41	51	estimates	estimate	NOUN
emaj-102	41	52	,	,	PUNCT
emaj-102	41	53	valued	value	VERB
emaj-102	41	54	at	at	ADP
emaj-102	41	55	prevailing	prevail	VERB
emaj-102	41	56	u.s	u.s	PROPN
emaj-102	41	57	.	.	PROPN
emaj-102	41	58	purchase	purchase	NOUN
emaj-102	41	59	prices	price	NOUN
emaj-102	41	60	)	)	PUNCT
emaj-102	41	61	.	.	PUNCT
emaj-102	42	1	we	we	PRON
emaj-102	42	2	have	have	AUX
emaj-102	42	3	also	also	ADV
emaj-102	42	4	included	include	VERB
emaj-102	42	5	a	a	DET
emaj-102	42	6	corresponding	correspond	VERB
emaj-102	42	7	world	world	NOUN
emaj-102	42	8	rank	rank	NOUN
emaj-102	42	9	for	for	ADP
emaj-102	42	10	each	each	PRON
emaj-102	42	11	of	of	ADP
emaj-102	42	12	these	these	DET
emaj-102	42	13	indicators	indicator	NOUN
emaj-102	42	14	.	.	PUNCT
emaj-102	43	1	table	table	NOUN
emaj-102	43	2	2	2	NUM
emaj-102	43	3	:	:	PUNCT
emaj-102	43	4	gdp	gdp	NOUN
emaj-102	43	5	total	total	NOUN
emaj-102	43	6	,	,	PUNCT
emaj-102	43	7	growth	growth	NOUN
emaj-102	43	8	rate	rate	NOUN
emaj-102	43	9	and	and	CCONJ
emaj-102	43	10	per	per	ADP
emaj-102	43	11	capita	capita	X
emaj-102	43	12	by	by	ADP
emaj-102	43	13	country	country	NOUN
emaj-102	43	14	country	country	NOUN
emaj-102	43	15	gdp	gdp	NOUN
emaj-102	43	16	total	total	VERB
emaj-102	43	17	1	1	NUM
emaj-102	44	1	[	[	X
emaj-102	44	2	in	in	ADP
emaj-102	44	3	billions	billion	NOUN
emaj-102	44	4	us$	us$	SYM
emaj-102	44	5	]	]	PUNCT
emaj-102	44	6	(	(	PUNCT
emaj-102	44	7	world	world	PROPN
emaj-102	44	8	rank	rank	NOUN
emaj-102	44	9	)	)	PUNCT
emaj-102	44	10	annual	annual	ADJ
emaj-102	44	11	gdp	gdp	NOUN
emaj-102	44	12	real	real	ADJ
emaj-102	44	13	growth	growth	NOUN
emaj-102	44	14	rate	rate	NOUN
emaj-102	44	15	2	2	NUM
emaj-102	44	16	(	(	PUNCT
emaj-102	44	17	world	world	NOUN
emaj-102	44	18	rank	rank	NOUN
emaj-102	44	19	)	)	PUNCT
emaj-102	44	20	annual	annual	ADJ
emaj-102	44	21	gdp	gdp	NOUN
emaj-102	44	22	per	per	ADP
emaj-102	44	23	capita	capita	NOUN
emaj-102	44	24	3	3	NUM
emaj-102	44	25	[	[	X
emaj-102	44	26	in	in	ADP
emaj-102	44	27	us$	us$	SYM
emaj-102	44	28	]	]	X
emaj-102	44	29	(	(	PUNCT
emaj-102	44	30	world	world	PROPN
emaj-102	44	31	rank	rank	PROPN
emaj-102	44	32	)	)	PUNCT
emaj-102	44	33	n	n	CCONJ
emaj-102	45	1	a	a	DET
emaj-102	45	2	f	f	PROPN
emaj-102	45	3	t	t	PROPN
emaj-102	45	4	a	a	DET
emaj-102	45	5	canada	canada	PROPN
emaj-102	45	6	1,579.0	1,579.0	NUM
emaj-102	45	7	(	(	PUNCT
emaj-102	45	8	16	16	NUM
emaj-102	45	9	)	)	PUNCT
emaj-102	45	10	+2.3	+2.3	NUM
emaj-102	45	11	%	%	NOUN
emaj-102	45	12	137	137	NUM
emaj-102	45	13	44,500	44,500	NUM
emaj-102	45	14	(	(	PUNCT
emaj-102	45	15	29	29	NUM
emaj-102	45	16	)	)	PUNCT
emaj-102	45	17	mexico	mexico	NOUN
emaj-102	45	18	2,143.0	2,143.0	NUM
emaj-102	45	19	(	(	PUNCT
emaj-102	45	20	12	12	NUM
emaj-102	45	21	)	)	PUNCT
emaj-102	45	22	+2.4	+2.4	NUM
emaj-102	45	23	%	%	NOUN
emaj-102	45	24	134	134	NUM
emaj-102	45	25	17,900	17,900	NUM
emaj-102	45	26	(	(	PUNCT
emaj-102	45	27	92	92	NUM
emaj-102	45	28	)	)	PUNCT
emaj-102	45	29	united	united	PROPN
emaj-102	45	30	states	states	PROPN
emaj-102	45	31	17,460.0	17,460.0	NUM
emaj-102	45	32	(	(	PUNCT
emaj-102	45	33	3	3	NUM
emaj-102	45	34	)	)	PUNCT
emaj-102	45	35	+2.4	+2.4	NUM
emaj-102	45	36	%	%	NOUN
emaj-102	45	37	131	131	NUM
emaj-102	45	38	54,800	54,800	NUM
emaj-102	45	39	(	(	PUNCT
emaj-102	45	40	19	19	NUM
emaj-102	45	41	)	)	PUNCT
emaj-102	45	42	l	l	NOUN
emaj-102	45	43	a	a	DET
emaj-102	45	44	ti	ti	NOUN
emaj-102	45	45	n	n	CCONJ
emaj-102	45	46	a	a	DET
emaj-102	45	47	m	m	NOUN
emaj-102	45	48	e	e	NOUN
emaj-102	45	49	ri	ri	NOUN
emaj-102	45	50	c	c	PROPN
emaj-102	45	51	a	a	DET
emaj-102	45	52	argentina	argentina	PROPN
emaj-102	45	53	927.4	927.4	NUM
emaj-102	45	54	(	(	PUNCT
emaj-102	45	55	26	26	NUM
emaj-102	45	56	)	)	PUNCT
emaj-102	45	57	-1.7	-1.7	NUM
emaj-102	45	58	%	%	NOUN
emaj-102	45	59	211	211	NUM
emaj-102	45	60	22,100	22,100	NUM
emaj-102	45	61	(	(	PUNCT
emaj-102	45	62	78	78	NUM
emaj-102	45	63	)	)	PUNCT
emaj-102	45	64	brazil	brazil	PROPN
emaj-102	45	65	3,073.0	3,073.0	NUM
emaj-102	45	66	(	(	PUNCT
emaj-102	45	67	8)	8)	NUM
emaj-102	45	68	+0.3	+0.3	NUM
emaj-102	45	69	%	%	NOUN
emaj-102	45	70	198	198	NUM
emaj-102	45	71	15,200	15,200	NUM
emaj-102	45	72	(	(	PUNCT
emaj-102	45	73	101	101	NUM
emaj-102	45	74	)	)	PUNCT
emaj-102	45	75	chile	chile	NOUN
emaj-102	45	76	410.3	410.3	NUM
emaj-102	45	77	(	(	PUNCT
emaj-102	45	78	44	44	NUM
emaj-102	45	79	)	)	PUNCT
emaj-102	45	80	+2.0	+2.0	PROPN
emaj-102	45	81	%	%	NOUN
emaj-102	45	82	151	151	NUM
emaj-102	45	83	23,200	23,200	NUM
emaj-102	45	84	(	(	PUNCT
emaj-102	45	85	76	76	NUM
emaj-102	45	86	)	)	PUNCT
emaj-102	45	87	columbia	columbia	PROPN
emaj-102	45	88	642.7	642.7	NUM
emaj-102	45	89	(	(	PUNCT
emaj-102	45	90	32	32	NUM
emaj-102	45	91	)	)	PUNCT
emaj-102	45	92	+5.0	+5.0	NUM
emaj-102	45	93	%	%	NOUN
emaj-102	45	94	54	54	NUM
emaj-102	45	95	13,500	13,500	NUM
emaj-102	45	96	(	(	PUNCT
emaj-102	45	97	111	111	NUM
emaj-102	45	98	)	)	PUNCT
emaj-102	45	99	costa	costa	PROPN
emaj-102	45	100	rica	rica	PROPN
emaj-102	45	101	71.2	71.2	NUM
emaj-102	45	102	(	(	PUNCT
emaj-102	45	103	93	93	NUM
emaj-102	45	104	)	)	PUNCT
emaj-102	46	1	+3.6	+3.6	PROPN
emaj-102	46	2	%	%	NOUN
emaj-102	46	3	83	83	NUM
emaj-102	46	4	14,900	14,900	NUM
emaj-102	46	5	(	(	PUNCT
emaj-102	46	6	104	104	NUM
emaj-102	46	7	)	)	PUNCT
emaj-102	46	8	peru	peru	PROPN
emaj-102	46	9	376.7	376.7	NUM
emaj-102	46	10	(	(	PUNCT
emaj-102	46	11	48	48	NUM
emaj-102	46	12	)	)	PUNCT
emaj-102	47	1	+3.6	+3.6	PROPN
emaj-102	47	2	%	%	NOUN
emaj-102	47	3	80	80	NUM
emaj-102	47	4	12,000	12,000	NUM
emaj-102	47	5	(	(	PUNCT
emaj-102	47	6	119	119	NUM
emaj-102	47	7	)	)	PUNCT
emaj-102	47	8	venezuela	venezuela	NOUN
emaj-102	47	9	545.7	545.7	NUM
emaj-102	47	10	(	(	PUNCT
emaj-102	47	11	35	35	NUM
emaj-102	47	12	)	)	PUNCT
emaj-102	47	13	-3.0	-3.0	PUNCT
emaj-102	47	14	%	%	NOUN
emaj-102	47	15	213	213	NUM
emaj-102	47	16	17,900	17,900	NUM
emaj-102	47	17	(	(	PUNCT
emaj-102	47	18	88	88	NUM
emaj-102	47	19	)	)	PUNCT
emaj-102	47	20	resources	resource	NOUN
emaj-102	47	21	:	:	PUNCT
emaj-102	47	22	1	1	NUM
emaj-102	47	23	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2001rank.html	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2001rank.html	SYM
emaj-102	47	24	2	2	NUM
emaj-102	47	25	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2003rank.html	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2003rank.html	SYM
emaj-102	47	26	3	3	NUM
emaj-102	47	27	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2004rank.html	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2004rank.html	NOUN
emaj-102	47	28	total	total	ADJ
emaj-102	47	29	gross	gross	ADJ
emaj-102	47	30	domestic	domestic	ADJ
emaj-102	47	31	product	product	NOUN
emaj-102	47	32	the	the	DET
emaj-102	47	33	u.s	u.s	PROPN
emaj-102	47	34	.	.	PROPN
emaj-102	47	35	had	have	VERB
emaj-102	47	36	the	the	DET
emaj-102	47	37	highest	high	ADJ
emaj-102	47	38	total	total	ADJ
emaj-102	47	39	gross	gross	ADJ
emaj-102	47	40	domestic	domestic	ADJ
emaj-102	47	41	product	product	NOUN
emaj-102	47	42	among	among	ADP
emaj-102	47	43	the	the	DET
emaj-102	47	44	nafta	nafta	PROPN
emaj-102	47	45	countries	country	NOUN
emaj-102	47	46	at	at	ADP
emaj-102	47	47	$	$	SYM
emaj-102	47	48	17,460.0b	17,460.0b	NUM
emaj-102	47	49	(	(	PUNCT
emaj-102	47	50	third	third	ADV
emaj-102	47	51	highest	high	ADJ
emaj-102	47	52	in	in	ADP
emaj-102	47	53	the	the	DET
emaj-102	47	54	world	world	NOUN
emaj-102	47	55	)	)	PUNCT
emaj-102	47	56	and	and	CCONJ
emaj-102	47	57	canada	canada	PROPN
emaj-102	47	58	had	have	VERB
emaj-102	47	59	the	the	DET
emaj-102	47	60	lowest	low	ADJ
emaj-102	47	61	at	at	ADP
emaj-102	47	62	$	$	SYM
emaj-102	47	63	1,579.0b	1,579.0b	NUM
emaj-102	47	64	(	(	PUNCT
emaj-102	47	65	?	?	PUNCT
emaj-102	47	66	?	?	PUNCT
emaj-102	47	67	)	)	PUNCT
emaj-102	47	68	.	.	PUNCT
emaj-102	48	1	among	among	ADP
emaj-102	48	2	the	the	DET
emaj-102	48	3	latin	latin	ADJ
emaj-102	48	4	american	american	ADJ
emaj-102	48	5	countries	country	NOUN
emaj-102	48	6	,	,	PUNCT
emaj-102	48	7	brazil	brazil	PROPN
emaj-102	48	8	had	have	VERB
emaj-102	48	9	the	the	DET
emaj-102	48	10	highest	high	ADJ
emaj-102	48	11	gdp	gdp	NOUN
emaj-102	48	12	at	at	ADP
emaj-102	48	13	$	$	SYM
emaj-102	48	14	3,073.0b	3,073.0b	NUM
emaj-102	48	15	(	(	PUNCT
emaj-102	48	16	eighth	eighth	ADJ
emaj-102	48	17	in	in	ADP
emaj-102	48	18	the	the	DET
emaj-102	48	19	world	world	NOUN
emaj-102	48	20	)	)	PUNCT
emaj-102	48	21	and	and	CCONJ
emaj-102	48	22	costa	costa	PROPN
emaj-102	48	23	rica	rica	PROPN
emaj-102	48	24	had	have	VERB
emaj-102	48	25	the	the	DET
emaj-102	48	26	smallest	small	ADJ
emaj-102	48	27	at	at	ADP
emaj-102	48	28	$	$	SYM
emaj-102	48	29	71.2b	71.2b	NUM
emaj-102	48	30	(	(	PUNCT
emaj-102	48	31	93rd	93rd	ADV
emaj-102	48	32	highest	high	ADJ
emaj-102	48	33	)	)	PUNCT
emaj-102	48	34	.	.	PUNCT
emaj-102	49	1	gdp	gdp	NOUN
emaj-102	49	2	growth	growth	NOUN
emaj-102	49	3	rate	rate	NOUN
emaj-102	49	4	all	all	DET
emaj-102	49	5	three	three	NUM
emaj-102	49	6	nafta	nafta	PROPN
emaj-102	49	7	countries	country	NOUN
emaj-102	49	8	were	be	AUX
emaj-102	49	9	relatively	relatively	ADV
emaj-102	49	10	close	close	ADJ
emaj-102	49	11	in	in	ADP
emaj-102	49	12	annual	annual	ADJ
emaj-102	49	13	gdp	gdp	NOUN
emaj-102	49	14	real	real	ADJ
emaj-102	49	15	growth	growth	NOUN
emaj-102	49	16	rate	rate	NOUN
emaj-102	49	17	at	at	ADP
emaj-102	49	18	approximately	approximately	ADV
emaj-102	49	19	+2.4	+2.4	NUM
emaj-102	49	20	%	%	NOUN
emaj-102	49	21	.	.	PUNCT
emaj-102	50	1	they	they	PRON
emaj-102	50	2	were	be	AUX
emaj-102	50	3	also	also	ADV
emaj-102	50	4	relatively	relatively	ADV
emaj-102	50	5	close	close	ADJ
emaj-102	50	6	in	in	ADP
emaj-102	50	7	world	world	NOUN
emaj-102	50	8	rank	rank	NOUN
emaj-102	50	9	(	(	PUNCT
emaj-102	50	10	ranging	range	VERB
emaj-102	50	11	between	between	ADP
emaj-102	50	12	131st	131st	ADJ
emaj-102	50	13	and	and	CCONJ
emaj-102	50	14	137th	137th	ADJ
emaj-102	50	15	highest	high	ADJ
emaj-102	50	16	)	)	PUNCT
emaj-102	50	17	.	.	PUNCT
emaj-102	51	1	among	among	ADP
emaj-102	51	2	the	the	DET
emaj-102	51	3	latin	latin	ADJ
emaj-102	51	4	american	american	ADJ
emaj-102	51	5	countries	country	NOUN
emaj-102	51	6	,	,	PUNCT
emaj-102	51	7	columbia	columbia	PROPN
emaj-102	51	8	had	have	VERB
emaj-102	51	9	the	the	DET
emaj-102	51	10	highest	high	ADJ
emaj-102	51	11	gdp	gdp	NOUN
emaj-102	51	12	growth	growth	NOUN
emaj-102	51	13	rate	rate	NOUN
emaj-102	51	14	at	at	ADP
emaj-102	51	15	5.0	5.0	NUM
emaj-102	51	16	%	%	NOUN
emaj-102	51	17	(	(	PUNCT
emaj-102	51	18	54th	54th	ADV
emaj-102	51	19	highest	high	ADJ
emaj-102	51	20	in	in	ADP
emaj-102	51	21	the	the	DET
emaj-102	51	22	world	world	NOUN
emaj-102	51	23	)	)	PUNCT
emaj-102	51	24	and	and	CCONJ
emaj-102	51	25	venezuela	venezuela	PROPN
emaj-102	51	26	had	have	VERB
emaj-102	51	27	the	the	DET
emaj-102	51	28	lowest	low	ADJ
emaj-102	51	29	at	at	ADP
emaj-102	51	30	-3.0	-3.0	PUNCT
emaj-102	51	31	%	%	NOUN
emaj-102	51	32	(	(	PUNCT
emaj-102	51	33	213th	213th	NOUN
emaj-102	51	34	highest	high	ADJ
emaj-102	51	35	)	)	PUNCT
emaj-102	51	36	.	.	PUNCT
emaj-102	52	1	gdp	gdp	NOUN
emaj-102	52	2	per	per	ADP
emaj-102	52	3	capita	capita	X
emaj-102	52	4	the	the	DET
emaj-102	52	5	u.s	u.s	PROPN
emaj-102	52	6	.	.	PROPN
emaj-102	52	7	had	have	VERB
emaj-102	52	8	the	the	DET
emaj-102	52	9	highest	high	ADJ
emaj-102	52	10	annual	annual	ADJ
emaj-102	52	11	gdp	gdp	NOUN
emaj-102	52	12	per	per	ADP
emaj-102	52	13	capita	capita	NOUN
emaj-102	52	14	among	among	ADP
emaj-102	52	15	the	the	DET
emaj-102	52	16	nafta	nafta	PROPN
emaj-102	52	17	countries	country	NOUN
emaj-102	52	18	at	at	ADP
emaj-102	52	19	$	$	SYM
emaj-102	52	20	54,800	54,800	NUM
emaj-102	52	21	(	(	PUNCT
emaj-102	52	22	19th	19th	ADV
emaj-102	52	23	highest	high	ADJ
emaj-102	52	24	in	in	ADP
emaj-102	52	25	the	the	DET
emaj-102	52	26	world	world	NOUN
emaj-102	52	27	)	)	PUNCT
emaj-102	52	28	and	and	CCONJ
emaj-102	52	29	mexico	mexico	PROPN
emaj-102	52	30	had	have	VERB
emaj-102	52	31	the	the	DET
emaj-102	52	32	lowest	low	ADJ
emaj-102	52	33	at	at	ADP
emaj-102	52	34	$	$	SYM
emaj-102	52	35	17,900	17,900	NUM
emaj-102	52	36	(	(	PUNCT
emaj-102	52	37	92nd	92nd	NOUN
emaj-102	52	38	highest	high	ADJ
emaj-102	52	39	)	)	PUNCT
emaj-102	52	40	.	.	PUNCT
emaj-102	53	1	among	among	ADP
emaj-102	53	2	the	the	DET
emaj-102	53	3	latin	latin	ADJ
emaj-102	53	4	american	american	ADJ
emaj-102	53	5	countries	country	NOUN
emaj-102	53	6	,	,	PUNCT
emaj-102	53	7	chile	chile	PROPN
emaj-102	53	8	had	have	VERB
emaj-102	53	9	the	the	DET
emaj-102	53	10	highest	high	ADJ
emaj-102	53	11	gdp	gdp	NOUN
emaj-102	53	12	per	per	ADP
emaj-102	53	13	capita	capita	NOUN
emaj-102	53	14	at	at	ADP
emaj-102	53	15	$	$	SYM
emaj-102	53	16	23,200	23,200	NUM
emaj-102	53	17	(	(	PUNCT
emaj-102	53	18	76th	76th	ADV
emaj-102	53	19	highest	high	ADJ
emaj-102	53	20	in	in	ADP
emaj-102	53	21	the	the	DET
emaj-102	53	22	world	world	NOUN
emaj-102	53	23	)	)	PUNCT
emaj-102	53	24	and	and	CCONJ
emaj-102	53	25	peru	peru	PROPN
emaj-102	53	26	had	have	VERB
emaj-102	53	27	the	the	DET
emaj-102	53	28	smallest	small	ADJ
emaj-102	53	29	at	at	ADP
emaj-102	53	30	$	$	SYM
emaj-102	53	31	12,000	12,000	NUM
emaj-102	53	32	(	(	PUNCT
emaj-102	53	33	119th	119th	NOUN
emaj-102	53	34	highest	high	ADJ
emaj-102	53	35	)	)	PUNCT
emaj-102	53	36	.	.	PUNCT
emaj-102	54	1	table	table	NOUN
emaj-102	54	2	3	3	NUM
emaj-102	54	3	includes	include	VERB
emaj-102	54	4	total	total	ADJ
emaj-102	54	5	exports	export	NOUN
emaj-102	54	6	(	(	PUNCT
emaj-102	54	7	2014	2014	NUM
emaj-102	54	8	estimates	estimate	NOUN
emaj-102	54	9	,	,	PUNCT
emaj-102	54	10	in	in	ADP
emaj-102	54	11	u.s	u.s	PROPN
emaj-102	54	12	.	.	PROPN
emaj-102	54	13	dollars	dollar	NOUN
emaj-102	54	14	using	use	VERB
emaj-102	54	15	the	the	DET
emaj-102	54	16	free	free	ADJ
emaj-102	54	17	on	on	ADP
emaj-102	54	18	board	board	NOUN
emaj-102	54	19	basis	basis	NOUN
emaj-102	54	20	and	and	CCONJ
emaj-102	54	21	calculated	calculate	VERB
emaj-102	54	22	on	on	ADP
emaj-102	54	23	an	an	DET
emaj-102	54	24	exchange	exchange	NOUN
emaj-102	54	25	rate	rate	NOUN
emaj-102	54	26	basis	basis	NOUN
emaj-102	54	27	)	)	PUNCT
emaj-102	54	28	,	,	PUNCT
emaj-102	54	29	major	major	ADJ
emaj-102	54	30	export	export	NOUN
emaj-102	54	31	partners	partner	NOUN
emaj-102	54	32	(	(	PUNCT
emaj-102	54	33	as	as	ADP
emaj-102	54	34	a	a	DET
emaj-102	54	35	percentage	percentage	NOUN
emaj-102	54	36	of	of	ADP
emaj-102	54	37	country	country	NOUN
emaj-102	54	38	’s	’s	PART
emaj-102	54	39	total	total	ADJ
emaj-102	54	40	exports	export	NOUN
emaj-102	54	41	)	)	PUNCT
emaj-102	54	42	,	,	PUNCT
emaj-102	54	43	total	total	ADJ
emaj-102	54	44	imports	import	NOUN
emaj-102	54	45	(	(	PUNCT
emaj-102	54	46	2014	2014	NUM
emaj-102	54	47	estimates	estimate	NOUN
emaj-102	54	48	,	,	PUNCT
emaj-102	54	49	in	in	ADP
emaj-102	54	50	u.s	u.s	PROPN
emaj-102	54	51	.	.	PROPN
emaj-102	54	52	dollars	dollar	NOUN
emaj-102	54	53	using	use	VERB
emaj-102	54	54	the	the	DET
emaj-102	54	55	cost	cost	NOUN
emaj-102	54	56	,	,	PUNCT
emaj-102	54	57	insurance	insurance	NOUN
emaj-102	54	58	,	,	PUNCT
emaj-102	54	59	and	and	CCONJ
emaj-102	54	60	freight	freight	NOUN
emaj-102	54	61	basis	basis	NOUN
emaj-102	54	62	or	or	CCONJ
emaj-102	54	63	free	free	ADJ
emaj-102	54	64	on	on	ADP
emaj-102	54	65	board	board	NOUN
emaj-102	54	66	basis	basis	NOUN
emaj-102	54	67	)	)	PUNCT
emaj-102	54	68	,	,	PUNCT
emaj-102	54	69	and	and	CCONJ
emaj-102	54	70	major	major	ADJ
emaj-102	54	71	export	export	NOUN
emaj-102	54	72	partners	partner	NOUN
emaj-102	54	73	(	(	PUNCT
emaj-102	54	74	as	as	ADP
emaj-102	54	75	a	a	DET
emaj-102	54	76	percentage	percentage	NOUN
emaj-102	54	77	of	of	ADP
emaj-102	54	78	country	country	NOUN
emaj-102	54	79	’s	’s	PART
emaj-102	54	80	total	total	ADJ
emaj-102	54	81	exports	export	NOUN
emaj-102	54	82	)	)	PUNCT
emaj-102	54	83	.	.	PUNCT
emaj-102	55	1	we	we	PRON
emaj-102	55	2	have	have	AUX
emaj-102	55	3	also	also	ADV
emaj-102	55	4	included	include	VERB
emaj-102	55	5	a	a	DET
emaj-102	55	6	corresponding	correspond	VERB
emaj-102	55	7	world	world	NOUN
emaj-102	55	8	rank	rank	NOUN
emaj-102	55	9	for	for	ADP
emaj-102	55	10	each	each	PRON
emaj-102	55	11	of	of	ADP
emaj-102	55	12	these	these	DET
emaj-102	55	13	indicators	indicator	NOUN
emaj-102	55	14	.	.	PUNCT
emaj-102	56	1	total	total	ADJ
emaj-102	56	2	exports	export	NOUN
emaj-102	56	3	the	the	DET
emaj-102	56	4	u.s	u.s	PROPN
emaj-102	56	5	.	.	PROPN
emaj-102	56	6	had	have	VERB
emaj-102	56	7	the	the	DET
emaj-102	56	8	highest	high	ADJ
emaj-102	56	9	total	total	ADJ
emaj-102	56	10	exports	export	NOUN
emaj-102	56	11	among	among	ADP
emaj-102	56	12	the	the	DET
emaj-102	56	13	nafta	nafta	PROPN
emaj-102	56	14	countries	country	NOUN
emaj-102	56	15	at	at	ADP
emaj-102	56	16	$	$	SYM
emaj-102	56	17	1,610.0b	1,610.0b	NOUN
emaj-102	56	18	(	(	PUNCT
emaj-102	56	19	third	third	ADV
emaj-102	56	20	highest	high	ADJ
emaj-102	56	21	in	in	ADP
emaj-102	56	22	the	the	DET
emaj-102	56	23	world	world	NOUN
emaj-102	56	24	)	)	PUNCT
emaj-102	56	25	and	and	CCONJ
emaj-102	56	26	mexico	mexico	PROPN
emaj-102	56	27	had	have	VERB
emaj-102	56	28	the	the	DET
emaj-102	56	29	lowest	low	ADJ
emaj-102	56	30	at	at	ADP
emaj-102	56	31	$	$	SYM
emaj-102	56	32	406.4b	406.4b	NUM
emaj-102	56	33	(	(	PUNCT
emaj-102	56	34	15th	15th	NOUN
emaj-102	56	35	highest	high	ADJ
emaj-102	56	36	)	)	PUNCT
emaj-102	56	37	.	.	PUNCT
emaj-102	57	1	among	among	ADP
emaj-102	57	2	the	the	DET
emaj-102	57	3	latin	latin	ADJ
emaj-102	57	4	american	american	ADJ
emaj-102	57	5	countries	country	NOUN
emaj-102	57	6	,	,	PUNCT
emaj-102	57	7	brazil	brazil	PROPN
emaj-102	57	8	had	have	VERB
emaj-102	57	9	the	the	DET
emaj-102	57	10	highest	high	ADJ
emaj-102	57	11	total	total	ADJ
emaj-102	57	12	exports	export	NOUN
emaj-102	57	13	at	at	ADP
emaj-102	57	14	$	$	SYM
emaj-102	57	15	242.7b	242.7b	NUM
emaj-102	57	16	(	(	PUNCT
emaj-102	57	17	24th	24th	ADV
emaj-102	57	18	highest	high	ADJ
emaj-102	57	19	in	in	ADP
emaj-102	57	20	the	the	DET
emaj-102	57	21	world	world	NOUN
emaj-102	57	22	)	)	PUNCT
emaj-102	57	23	and	and	CCONJ
emaj-102	57	24	costa	costa	PROPN
emaj-102	57	25	rica	rica	PROPN
emaj-102	57	26	had	have	VERB
emaj-102	57	27	the	the	DET
emaj-102	57	28	smallest	small	ADJ
emaj-102	57	29	at	at	ADP
emaj-102	57	30	$	$	SYM
emaj-102	57	31	11.8b	11.8b	NOUN
emaj-102	57	32	(	(	PUNCT
emaj-102	57	33	91st	91st	ADV
emaj-102	57	34	highest	high	ADJ
emaj-102	57	35	)	)	PUNCT
emaj-102	57	36	.	.	PUNCT
emaj-102	58	1	major	major	ADJ
emaj-102	58	2	export	export	NOUN
emaj-102	58	3	partners	partner	NOUN
emaj-102	58	4	the	the	DET
emaj-102	58	5	vast	vast	ADJ
emaj-102	58	6	majority	majority	NOUN
emaj-102	58	7	of	of	ADP
emaj-102	58	8	exports	export	NOUN
emaj-102	58	9	from	from	ADP
emaj-102	58	10	both	both	CCONJ
emaj-102	58	11	canada	canada	PROPN
emaj-102	58	12	and	and	CCONJ
emaj-102	58	13	mexico	mexico	PROPN
emaj-102	58	14	went	go	VERB
emaj-102	58	15	to	to	ADP
emaj-102	58	16	the	the	DET
emaj-102	58	17	u.s	u.s	PROPN
emaj-102	58	18	.	.	PROPN
emaj-102	58	19	(	(	PUNCT
emaj-102	58	20	76.8	76.8	NUM
emaj-102	58	21	%	%	NOUN
emaj-102	58	22	and	and	CCONJ
emaj-102	58	23	80.3	80.3	NUM
emaj-102	58	24	%	%	NOUN
emaj-102	58	25	,	,	PUNCT
emaj-102	58	26	respectively	respectively	ADV
emaj-102	58	27	)	)	PUNCT
emaj-102	58	28	.	.	PUNCT
emaj-102	59	1	the	the	DET
emaj-102	59	2	largest	large	ADJ
emaj-102	59	3	percentage	percentage	NOUN
emaj-102	59	4	of	of	ADP
emaj-102	59	5	u.s	u.s	PROPN
emaj-102	59	6	.	.	PROPN
emaj-102	59	7	exports	export	NOUN
emaj-102	59	8	went	go	VERB
emaj-102	59	9	to	to	ADP
emaj-102	59	10	canada	canada	PROPN
emaj-102	59	11	(	(	PUNCT
emaj-102	59	12	19.3	19.3	NUM
emaj-102	59	13	%	%	NOUN
emaj-102	59	14	)	)	PUNCT
emaj-102	59	15	and	and	CCONJ
emaj-102	59	16	mexico	mexico	PROPN
emaj-102	59	17	(	(	PUNCT
emaj-102	59	18	14.8	14.8	NUM
emaj-102	59	19	%	%	NOUN
emaj-102	59	20	)	)	PUNCT
emaj-102	59	21	.	.	PUNCT
emaj-102	60	1	the	the	DET
emaj-102	60	2	highest	high	ADJ
emaj-102	60	3	percentage	percentage	NOUN
emaj-102	60	4	of	of	ADP
emaj-102	60	5	exports	export	NOUN
emaj-102	60	6	from	from	ADP
emaj-102	60	7	argentina	argentina	PROPN
emaj-102	60	8	went	go	VERB
emaj-102	60	9	to	to	ADP
emaj-102	60	10	brazil	brazil	PROPN
emaj-102	60	11	(	(	PUNCT
emaj-102	60	12	20.3	20.3	NUM
emaj-102	60	13	%	%	NOUN
emaj-102	60	14	)	)	PUNCT
emaj-102	60	15	.	.	PUNCT
emaj-102	61	1	similarly	similarly	ADV
emaj-102	61	2	,	,	PUNCT
emaj-102	61	3	brazil	brazil	PROPN
emaj-102	61	4	exported	export	VERB
emaj-102	61	5	the	the	DET
emaj-102	61	6	most	most	ADJ
emaj-102	61	7	to	to	ADP
emaj-102	61	8	china	china	PROPN
emaj-102	61	9	(	(	PUNCT
emaj-102	61	10	18.0	18.0	NUM
emaj-102	61	11	%	%	NOUN
emaj-102	61	12	)	)	PUNCT
emaj-102	61	13	,	,	PUNCT
emaj-102	61	14	chile	chile	NOUN
emaj-102	61	15	to	to	ADP
emaj-102	61	16	china	china	PROPN
emaj-102	61	17	(	(	PUNCT
emaj-102	61	18	24.6	24.6	NUM
emaj-102	61	19	%	%	NOUN
emaj-102	61	20	)	)	PUNCT
emaj-102	61	21	,	,	PUNCT
emaj-102	61	22	columbia	columbia	PROPN
emaj-102	61	23	to	to	ADP
emaj-102	61	24	the	the	DET
emaj-102	61	25	u.s	u.s	PROPN
emaj-102	61	26	.	.	PROPN
emaj-102	61	27	(	(	PUNCT
emaj-102	61	28	26.4	26.4	NUM
emaj-102	61	29	)	)	PUNCT
emaj-102	61	30	,	,	PUNCT
emaj-102	61	31	costa	costa	PROPN
emaj-102	61	32	rica	rica	PROPN
emaj-102	61	33	to	to	ADP
emaj-102	61	34	the	the	DET
emaj-102	61	35	u.s	u.s	PROPN
emaj-102	61	36	.	.	PROPN
emaj-102	62	1	(	(	PUNCT
emaj-102	62	2	47.4	47.4	NUM
emaj-102	62	3	%	%	NOUN
emaj-102	62	4	)	)	PUNCT
emaj-102	62	5	,	,	PUNCT
emaj-102	62	6	peru	peru	PROPN
emaj-102	62	7	to	to	ADP
emaj-102	62	8	china	china	PROPN
emaj-102	62	9	(	(	PUNCT
emaj-102	62	10	18.3	18.3	NUM
emaj-102	62	11	%	%	NOUN
emaj-102	62	12	)	)	PUNCT
emaj-102	62	13	,	,	PUNCT
emaj-102	62	14	and	and	CCONJ
emaj-102	62	15	venezuela	venezuela	PROPN
emaj-102	62	16	to	to	ADP
emaj-102	62	17	the	the	DET
emaj-102	62	18	u.s	u.s	PROPN
emaj-102	62	19	.	.	PROPN
emaj-102	62	20	(	(	PUNCT
emaj-102	62	21	28.8	28.8	NUM
emaj-102	62	22	%	%	NOUN
emaj-102	62	23	)	)	PUNCT
emaj-102	62	24	.	.	PUNCT
emaj-102	63	1	total	total	ADJ
emaj-102	63	2	imports	import	NOUN
emaj-102	63	3	the	the	DET
emaj-102	63	4	u.s	u.s	PROPN
emaj-102	63	5	.	.	PROPN
emaj-102	63	6	had	have	VERB
emaj-102	63	7	the	the	DET
emaj-102	63	8	highest	high	ADJ
emaj-102	63	9	total	total	ADJ
emaj-102	63	10	imports	import	NOUN
emaj-102	63	11	among	among	ADP
emaj-102	63	12	the	the	DET
emaj-102	63	13	nafta	nafta	PROPN
emaj-102	63	14	countries	country	NOUN
emaj-102	63	15	at	at	ADP
emaj-102	63	16	$	$	SYM
emaj-102	63	17	2,334.0b	2,334.0b	NUM
emaj-102	63	18	(	(	PUNCT
emaj-102	63	19	highest	high	ADJ
emaj-102	63	20	in	in	ADP
emaj-102	63	21	the	the	DET
emaj-102	63	22	world	world	NOUN
emaj-102	63	23	)	)	PUNCT
emaj-102	63	24	and	and	CCONJ
emaj-102	63	25	mexico	mexico	PROPN
emaj-102	63	26	had	have	VERB
emaj-102	63	27	the	the	DET
emaj-102	63	28	lowest	low	ADJ
emaj-102	63	29	at	at	ADP
emaj-102	63	30	$	$	SYM
emaj-102	63	31	407.1b	407.1b	NUM
emaj-102	63	32	(	(	PUNCT
emaj-102	63	33	14th	14th	ADJ
emaj-102	63	34	highest	high	ADJ
emaj-102	63	35	)	)	PUNCT
emaj-102	63	36	.	.	PUNCT
emaj-102	64	1	among	among	ADP
emaj-102	64	2	the	the	DET
emaj-102	64	3	latin	latin	ADJ
emaj-102	64	4	american	american	ADJ
emaj-102	64	5	countries	country	NOUN
emaj-102	64	6	,	,	PUNCT
emaj-102	64	7	brazil	brazil	PROPN
emaj-102	64	8	had	have	VERB
emaj-102	64	9	the	the	DET
emaj-102	64	10	highest	high	ADJ
emaj-102	64	11	total	total	ADJ
emaj-102	64	12	exports	export	NOUN
emaj-102	64	13	at	at	ADP
emaj-102	64	14	$	$	SYM
emaj-102	64	15	241.9b	241.9b	NUM
emaj-102	64	16	(	(	PUNCT
emaj-102	64	17	23rd	23rd	NOUN
emaj-102	64	18	highest	high	ADJ
emaj-102	64	19	in	in	ADP
emaj-102	64	20	the	the	DET
emaj-102	64	21	world	world	NOUN
emaj-102	64	22	)	)	PUNCT
emaj-102	64	23	and	and	CCONJ
emaj-102	64	24	costa	costa	PROPN
emaj-102	64	25	rica	rica	PROPN
emaj-102	64	26	had	have	VERB
emaj-102	64	27	the	the	DET
emaj-102	64	28	smallest	small	ADJ
emaj-102	64	29	at	at	ADP
emaj-102	64	30	$	$	SYM
emaj-102	64	31	17.9b	17.9b	NUM
emaj-102	64	32	(	(	PUNCT
emaj-102	64	33	80th	80th	NOUN
emaj-102	64	34	highest	high	ADJ
emaj-102	64	35	)	)	PUNCT
emaj-102	64	36	.	.	PUNCT
emaj-102	65	1	volume	volume	NOUN
emaj-102	65	2	6	6	NUM
emaj-102	65	3	no	no	DET
emaj-102	65	4	2	2	NUM
emaj-102	65	5	(	(	PUNCT
emaj-102	65	6	2016	2016	NUM
emaj-102	65	7	)	)	PUNCT
emaj-102	65	8	|	|	ADV
emaj-102	65	9	issn	issn	VERB
emaj-102	65	10	2158	2158	NUM
emaj-102	65	11	-	-	SYM
emaj-102	65	12	8708	8708	NUM
emaj-102	65	13	(	(	PUNCT
emaj-102	65	14	online	online	NOUN
emaj-102	65	15	)	)	PUNCT
emaj-102	65	16	|	|	ADV
emaj-102	65	17	doi	doi	X
emaj-102	65	18	10.5195	10.5195	NUM
emaj-102	65	19	/	/	SYM
emaj-102	65	20	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	65	21	|	|	ADV
emaj-102	65	22	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	65	23	a	a	DET
emaj-102	65	24	comparison	comparison	NOUN
emaj-102	65	25	of	of	ADP
emaj-102	65	26	the	the	DET
emaj-102	65	27	financial	financial	ADJ
emaj-102	65	28	characteristics	characteristic	NOUN
emaj-102	65	29	of	of	ADP
emaj-102	65	30	nafta	nafta	PROPN
emaj-102	65	31	and	and	CCONJ
emaj-102	65	32	latin	latin	ADJ
emaj-102	65	33	american	american	ADJ
emaj-102	65	34	manufacturing	manufacturing	NOUN
emaj-102	65	35	firms	firm	NOUN
emaj-102	65	36	page	page	VERB
emaj-102	65	37	|24|	|24|	ADJ
emaj-102	65	38	emerging	emerge	VERB
emaj-102	65	39	markets	market	NOUN
emaj-102	65	40	journal	journal	NOUN
emaj-102	65	41	table	table	NOUN
emaj-102	65	42	3	3	NUM
emaj-102	65	43	:	:	SYM
emaj-102	65	44	2014	2014	NUM
emaj-102	65	45	exports	export	NOUN
emaj-102	65	46	and	and	CCONJ
emaj-102	65	47	imports	import	NOUN
emaj-102	65	48	by	by	ADP
emaj-102	65	49	country	country	NOUN
emaj-102	65	50	coun	coun	NOUN
emaj-102	65	51	try	try	VERB
emaj-102	65	52	exports	export	NOUN
emaj-102	65	53	imports	import	NOUN
emaj-102	65	54	tot	tot	VERB
emaj-102	65	55	al	al	PROPN
emaj-102	65	56	1	1	NUM
emaj-102	66	1	[	[	X
emaj-102	66	2	in	in	ADP
emaj-102	66	3	billi	billi	PROPN
emaj-102	66	4	ons	ons	PROPN
emaj-102	66	5	us$	us$	PROPN
emaj-102	66	6	]	]	PUNCT
emaj-102	66	7	(	(	PUNCT
emaj-102	66	8	wo	will	AUX
emaj-102	66	9	rld	rld	PROPN
emaj-102	66	10	ran	run	VERB
emaj-102	66	11	k	k	NOUN
emaj-102	66	12	)	)	PUNCT
emaj-102	66	13	major	major	ADJ
emaj-102	66	14	expor	expor	ADJ
emaj-102	66	15	t	t	PROPN
emaj-102	66	16	partne	partne	NOUN
emaj-102	66	17	rs	r	VERB
emaj-102	66	18	3	3	NUM
emaj-102	66	19	%	%	NOUN
emaj-102	66	20	of	of	ADP
emaj-102	66	21	to	to	ADP
emaj-102	66	22	tal	tal	PROPN
emaj-102	66	23	tot	tot	PROPN
emaj-102	66	24	al	al	PROPN
emaj-102	66	25	2	2	NUM
emaj-102	67	1	[	[	X
emaj-102	67	2	in	in	ADP
emaj-102	67	3	billi	billi	PROPN
emaj-102	67	4	ons	ons	PROPN
emaj-102	67	5	us$	us$	PROPN
emaj-102	67	6	]	]	PUNCT
emaj-102	67	7	(	(	PUNCT
emaj-102	67	8	wo	will	AUX
emaj-102	67	9	rld	rld	PROPN
emaj-102	67	10	ran	run	VERB
emaj-102	67	11	k	k	NOUN
emaj-102	67	12	)	)	PUNCT
emaj-102	67	13	major	major	ADJ
emaj-102	67	14	import	import	NOUN
emaj-102	67	15	partners	partner	NOUN
emaj-102	67	16	3	3	NUM
emaj-102	67	17	%	%	NOUN
emaj-102	67	18	of	of	ADP
emaj-102	67	19	to	to	ADP
emaj-102	67	20	tal	tal	PROPN
emaj-102	67	21	n	n	PROPN
emaj-102	67	22	a	a	DET
emaj-102	67	23	f	f	PROPN
emaj-102	67	24	t	t	PROPN
emaj-102	67	25	a	a	DET
emaj-102	67	26	cana	cana	NOUN
emaj-102	67	27	da	da	NOUN
emaj-102	67	28	465	465	NUM
emaj-102	67	29	.	.	PUNCT
emaj-102	67	30	1	1	NUM
emaj-102	67	31	(	(	PUNCT
emaj-102	67	32	13	13	NUM
emaj-102	67	33	)	)	PUNCT
emaj-102	67	34	u.s	u.s	PROPN
emaj-102	67	35	.	.	PROPN
emaj-102	67	36	china	china	PROPN
emaj-102	67	37	u.k	u.k	PROPN
emaj-102	67	38	.	.	PROPN
emaj-102	67	39	76	76	NUM
emaj-102	67	40	.	.	NOUN
emaj-102	67	41	8	8	NUM
emaj-102	67	42	3.7	3.7	NUM
emaj-102	67	43	2.9	2.9	NUM
emaj-102	67	44	482	482	NUM
emaj-102	67	45	.	.	NOUN
emaj-102	67	46	1	1	NUM
emaj-102	67	47	(	(	PUNCT
emaj-102	67	48	12	12	NUM
emaj-102	67	49	)	)	PUNCT
emaj-102	67	50	u.s	u.s	PROPN
emaj-102	67	51	.	.	PROPN
emaj-102	67	52	china	china	PROPN
emaj-102	67	53	mexico	mexico	PROPN
emaj-102	67	54	54.3	54.3	NUM
emaj-102	67	55	11.5	11.5	NUM
emaj-102	67	56	5.6	5.6	NUM
emaj-102	67	57	mexi	mexi	PROPN
emaj-102	67	58	co	co	X
emaj-102	67	59	406	406	NUM
emaj-102	67	60	.	.	PUNCT
emaj-102	68	1	4	4	NUM
emaj-102	68	2	(	(	PUNCT
emaj-102	68	3	15	15	NUM
emaj-102	68	4	)	)	PUNCT
emaj-102	68	5	u.s	u.s	PROPN
emaj-102	68	6	.	.	PROPN
emaj-102	68	7	canad	canad	PROPN
emaj-102	68	8	a	a	DET
emaj-102	68	9	china	china	PROPN
emaj-102	68	10	80	80	NUM
emaj-102	68	11	.	.	PUNCT
emaj-102	68	12	3	3	NUM
emaj-102	68	13	2.7	2.7	NUM
emaj-102	68	14	1.5	1.5	NUM
emaj-102	68	15	407	407	NUM
emaj-102	68	16	.	.	PUNCT
emaj-102	69	1	1	1	NUM
emaj-102	69	2	(	(	PUNCT
emaj-102	69	3	14	14	NUM
emaj-102	69	4	)	)	PUNCT
emaj-102	69	5	u.s	u.s	PROPN
emaj-102	69	6	.	.	PROPN
emaj-102	69	7	china	china	PROPN
emaj-102	69	8	japan	japan	PROPN
emaj-102	69	9	4	4	NUM
emaj-102	69	10	9	9	NUM
emaj-102	69	11	.	.	PUNCT
emaj-102	69	12	0	0	NUM
emaj-102	69	13	1	1	NUM
emaj-102	69	14	6	6	NUM
emaj-102	69	15	.	.	PUNCT
emaj-102	69	16	6	6	NUM
emaj-102	69	17	4	4	NUM
emaj-102	69	18	.	.	PUNCT
emaj-102	69	19	4	4	NUM
emaj-102	69	20	unite	unite	NOUN
emaj-102	69	21	d	d	NOUN
emaj-102	69	22	sta	sta	NOUN
emaj-102	69	23	tes	tes	X
emaj-102	69	24	1,61	1,61	PROPN
emaj-102	69	25	0.0	0.0	NUM
emaj-102	69	26	(	(	PUNCT
emaj-102	69	27	3	3	NUM
emaj-102	69	28	)	)	PUNCT
emaj-102	69	29	canad	canad	NOUN
emaj-102	69	30	a	a	DET
emaj-102	69	31	mexic	mexic	ADJ
emaj-102	69	32	o	o	NOUN
emaj-102	69	33	china	china	PROPN
emaj-102	69	34	19	19	NUM
emaj-102	69	35	.	.	PROPN
emaj-102	69	36	3	3	NUM
emaj-102	69	37	14	14	NUM
emaj-102	69	38	.	.	PUNCT
emaj-102	69	39	8	8	NUM
emaj-102	69	40	7.6	7.6	NUM
emaj-102	69	41	2,33	2,33	NUM
emaj-102	69	42	4.0	4.0	NUM
emaj-102	69	43	(	(	PUNCT
emaj-102	69	44	1	1	NUM
emaj-102	69	45	)	)	PUNCT
emaj-102	69	46	china	china	PROPN
emaj-102	69	47	cana	cana	PROPN
emaj-102	69	48	da	da	PROPN
emaj-102	69	49	mexi	mexi	PROPN
emaj-102	69	50	co	co	PROPN
emaj-102	69	51	19.9	19.9	NUM
emaj-102	69	52	14.8	14.8	NUM
emaj-102	69	53	12.5	12.5	NUM
emaj-102	69	54	l	l	NOUN
emaj-102	69	55	a	a	DET
emaj-102	69	56	ti	ti	NOUN
emaj-102	69	57	n	n	CCONJ
emaj-102	69	58	a	a	DET
emaj-102	69	59	m	m	NOUN
emaj-102	69	60	e	e	NOUN
emaj-102	69	61	ri	ri	NOUN
emaj-102	69	62	c	c	PROPN
emaj-102	69	63	a	a	DET
emaj-102	69	64	argen	argen	NOUN
emaj-102	69	65	tin	tin	NOUN
emaj-102	69	66	a	a	DET
emaj-102	69	67	76.5	76.5	NUM
emaj-102	69	68	(	(	PUNCT
emaj-102	69	69	49	49	NUM
emaj-102	69	70	)	)	PUNCT
emaj-102	69	71	brazil	brazil	PROPN
emaj-102	69	72	china	china	PROPN
emaj-102	69	73	u.s	u.s	PROPN
emaj-102	69	74	.	.	PROPN
emaj-102	69	75	20	20	NUM
emaj-102	69	76	.	.	NOUN
emaj-102	70	1	3	3	NUM
emaj-102	70	2	6.5	6.5	NUM
emaj-102	70	3	5.9	5.9	NUM
emaj-102	70	4	65.9	65.9	NUM
emaj-102	70	5	(	(	PUNCT
emaj-102	70	6	46	46	NUM
emaj-102	70	7	)	)	PUNCT
emaj-102	70	8	brazil	brazil	PROPN
emaj-102	70	9	china	china	PROPN
emaj-102	70	10	u.s	u.s	PROPN
emaj-102	70	11	.	.	PROPN
emaj-102	70	12	21.8	21.8	NUM
emaj-102	70	13	16.4	16.4	NUM
emaj-102	70	14	13.5	13.5	NUM
emaj-102	70	15	brazil	brazil	PROPN
emaj-102	70	16	242	242	NUM
emaj-102	70	17	.	.	PUNCT
emaj-102	70	18	7	7	NUM
emaj-102	70	19	(	(	PUNCT
emaj-102	70	20	24	24	NUM
emaj-102	70	21	)	)	PUNCT
emaj-102	70	22	china	china	PROPN
emaj-102	70	23	u.s	u.s	PROPN
emaj-102	70	24	.	.	PROPN
emaj-102	70	25	argent	argent	PROPN
emaj-102	70	26	ina	ina	PROPN
emaj-102	70	27	18	18	NUM
emaj-102	70	28	.	.	NOUN
emaj-102	70	29	0	0	NUM
emaj-102	71	1	12	12	NUM
emaj-102	71	2	.	.	PUNCT
emaj-102	71	3	1	1	NUM
emaj-102	71	4	6.3	6.3	NUM
emaj-102	71	5	241	241	NUM
emaj-102	71	6	.	.	PUNCT
emaj-102	72	1	9	9	NUM
emaj-102	72	2	(	(	PUNCT
emaj-102	72	3	23	23	NUM
emaj-102	72	4	)	)	PUNCT
emaj-102	72	5	china	china	PROPN
emaj-102	72	6	u.s	u.s	PROPN
emaj-102	72	7	.	.	PROPN
emaj-102	72	8	arge	arge	PROPN
emaj-102	72	9	ntina	ntina	ADJ
emaj-102	72	10	16.3	16.3	NUM
emaj-102	72	11	15.4	15.4	NUM
emaj-102	72	12	6.2	6.2	NUM
emaj-102	72	13	chile	chile	NOUN
emaj-102	72	14	77.0	77.0	NUM
emaj-102	72	15	(	(	PUNCT
emaj-102	72	16	48	48	NUM
emaj-102	72	17	)	)	PUNCT
emaj-102	72	18	china	china	PROPN
emaj-102	72	19	u.s	u.s	PROPN
emaj-102	72	20	.	.	PROPN
emaj-102	72	21	japan	japan	PROPN
emaj-102	72	22	24	24	NUM
emaj-102	72	23	.	.	PROPN
emaj-102	73	1	6	6	NUM
emaj-102	73	2	12	12	NUM
emaj-102	73	3	.	.	PUNCT
emaj-102	73	4	2	2	NUM
emaj-102	73	5	10	10	NUM
emaj-102	73	6	.	.	PUNCT
emaj-102	73	7	0	0	NUM
emaj-102	74	1	70.7	70.7	NUM
emaj-102	74	2	(	(	PUNCT
emaj-102	74	3	43	43	NUM
emaj-102	74	4	)	)	PUNCT
emaj-102	74	5	china	china	PROPN
emaj-102	74	6	u.s	u.s	PROPN
emaj-102	74	7	.	.	PROPN
emaj-102	74	8	brazi	brazi	PROPN
emaj-102	75	1	l	l	NOUN
emaj-102	76	1	20.9	20.9	NUM
emaj-102	76	2	19.8	19.8	NUM
emaj-102	76	3	7.8	7.8	NUM
emaj-102	76	4	colu	colu	PROPN
emaj-102	76	5	mb	mb	ADP
emaj-102	76	6	ia	ia	PROPN
emaj-102	76	7	55.0	55.0	NUM
emaj-102	76	8	(	(	PUNCT
emaj-102	76	9	57	57	NUM
emaj-102	76	10	)	)	PUNCT
emaj-102	76	11	u.s	u.s	PROPN
emaj-102	76	12	.	.	PROPN
emaj-102	76	13	china	china	PROPN
emaj-102	76	14	panam	panam	PROPN
emaj-102	76	15	a	a	DET
emaj-102	76	16	26	26	NUM
emaj-102	76	17	.	.	NOUN
emaj-102	76	18	4	4	NUM
emaj-102	76	19	10	10	NUM
emaj-102	76	20	.	.	PUNCT
emaj-102	76	21	5	5	NUM
emaj-102	76	22	6.6	6.6	NUM
emaj-102	76	23	56.8	56.8	NUM
emaj-102	76	24	(	(	PUNCT
emaj-102	76	25	51	51	NUM
emaj-102	76	26	)	)	PUNCT
emaj-102	76	27	u.s	u.s	PROPN
emaj-102	76	28	.	.	PROPN
emaj-102	76	29	china	china	PROPN
emaj-102	76	30	mexi	mexi	PROPN
emaj-102	76	31	co	co	PROPN
emaj-102	76	32	28.5	28.5	NUM
emaj-102	76	33	18.4	18.4	NUM
emaj-102	76	34	8.2	8.2	NUM
emaj-102	76	35	costa	costa	NOUN
emaj-102	76	36	ric	ric	PROPN
emaj-102	76	37	a	a	DET
emaj-102	76	38	11.8	11.8	NUM
emaj-102	76	39	(	(	PUNCT
emaj-102	76	40	91	91	NUM
emaj-102	76	41	)	)	PUNCT
emaj-102	76	42	u.s	u.s	PROPN
emaj-102	76	43	.	.	PROPN
emaj-102	76	44	china	china	PROPN
emaj-102	76	45	mexic	mexic	PROPN
emaj-102	76	46	o	o	PROPN
emaj-102	76	47	47	47	NUM
emaj-102	76	48	.	.	PUNCT
emaj-102	76	49	4	4	NUM
emaj-102	76	50	7.5	7.5	NUM
emaj-102	76	51	6.8	6.8	NUM
emaj-102	76	52	17.9	17.9	NUM
emaj-102	76	53	(	(	PUNCT
emaj-102	76	54	80	80	NUM
emaj-102	76	55	)	)	PUNCT
emaj-102	76	56	u.s	u.s	PROPN
emaj-102	76	57	.	.	PROPN
emaj-102	76	58	china	china	PROPN
emaj-102	76	59	mala	mala	PROPN
emaj-102	76	60	ysia	ysia	PROPN
emaj-102	76	61	28.6	28.6	NUM
emaj-102	76	62	12.6	12.6	NUM
emaj-102	76	63	10.2	10.2	NUM
emaj-102	76	64	peru	peru	PROPN
emaj-102	76	65	36.4	36.4	NUM
emaj-102	76	66	(	(	PUNCT
emaj-102	76	67	63	63	NUM
emaj-102	76	68	)	)	PUNCT
emaj-102	76	69	china	china	PROPN
emaj-102	76	70	u.s	u.s	PROPN
emaj-102	76	71	.	.	PROPN
emaj-102	76	72	switze	switze	PROPN
emaj-102	76	73	rland	rland	NOUN
emaj-102	76	74	18	18	NUM
emaj-102	76	75	.	.	NOUN
emaj-102	76	76	3	3	NUM
emaj-102	76	77	16	16	NUM
emaj-102	76	78	.	.	PUNCT
emaj-102	76	79	2	2	NUM
emaj-102	76	80	6.9	6.9	NUM
emaj-102	76	81	40.3	40.3	NUM
emaj-102	76	82	(	(	PUNCT
emaj-102	76	83	61	61	NUM
emaj-102	76	84	)	)	PUNCT
emaj-102	76	85	china	china	PROPN
emaj-102	76	86	u.s	u.s	PROPN
emaj-102	76	87	.	.	PROPN
emaj-102	76	88	brazi	brazi	PROPN
emaj-102	77	1	l	l	NOUN
emaj-102	78	1	21.2	21.2	NUM
emaj-102	78	2	20.9	20.9	NUM
emaj-102	78	3	4.7	4.7	NUM
emaj-102	78	4	vene	vene	PROPN
emaj-102	78	5	zue	zue	PROPN
emaj-102	78	6	la	la	PROPN
emaj-102	78	7	83.2	83.2	NUM
emaj-102	78	8	(	(	PUNCT
emaj-102	78	9	46	46	NUM
emaj-102	78	10	)	)	PUNCT
emaj-102	78	11	u.s	u.s	PROPN
emaj-102	78	12	.	.	PROPN
emaj-102	78	13	china	china	PROPN
emaj-102	78	14	brazil	brazil	PROPN
emaj-102	78	15	28	28	NUM
emaj-102	78	16	.	.	PROPN
emaj-102	78	17	8	8	NUM
emaj-102	78	18	14	14	NUM
emaj-102	78	19	.	.	PUNCT
emaj-102	78	20	6	6	NUM
emaj-102	78	21	12	12	NUM
emaj-102	78	22	.	.	PUNCT
emaj-102	78	23	0	0	NUM
emaj-102	79	1	50.3	50.3	NUM
emaj-102	79	2	(	(	PUNCT
emaj-102	79	3	55	55	NUM
emaj-102	79	4	)	)	PUNCT
emaj-102	79	5	u.s	u.s	PROPN
emaj-102	79	6	.	.	PROPN
emaj-102	79	7	india	india	PROPN
emaj-102	79	8	china	china	PROPN
emaj-102	79	9	42.9	42.9	NUM
emaj-102	79	10	18.7	18.7	NUM
emaj-102	79	11	16.1	16.1	NUM
emaj-102	79	12	resources	resource	NOUN
emaj-102	79	13	:	:	PUNCT
emaj-102	79	14	1	1	NUM
emaj-102	79	15	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2078rank.html	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2078rank.html	NUM
emaj-102	79	16	2	2	NUM
emaj-102	79	17	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2087rank.html	https://www.cia.gov/library/publications/resources/theworld-factbook/rankorder/2087rank.html	SYM
emaj-102	79	18	3	3	NUM
emaj-102	79	19	http://comtrade.un.org/data	http://comtrade.un.org/data	PROPN
emaj-102	79	20	major	major	ADJ
emaj-102	79	21	import	import	NOUN
emaj-102	79	22	partners	partner	NOUN
emaj-102	79	23	the	the	DET
emaj-102	79	24	largest	large	ADJ
emaj-102	79	25	proportion	proportion	NOUN
emaj-102	79	26	of	of	ADP
emaj-102	79	27	imports	import	NOUN
emaj-102	79	28	to	to	ADP
emaj-102	79	29	both	both	CCONJ
emaj-102	79	30	canada	canada	PROPN
emaj-102	79	31	and	and	CCONJ
emaj-102	79	32	mexico	mexico	PROPN
emaj-102	79	33	came	come	VERB
emaj-102	79	34	from	from	ADP
emaj-102	79	35	the	the	DET
emaj-102	79	36	u.s	u.s	PROPN
emaj-102	79	37	.	.	PROPN
emaj-102	79	38	(	(	PUNCT
emaj-102	79	39	54.3	54.3	NUM
emaj-102	79	40	%	%	NOUN
emaj-102	79	41	and	and	CCONJ
emaj-102	79	42	49.0	49.0	NUM
emaj-102	79	43	%	%	NOUN
emaj-102	79	44	,	,	PUNCT
emaj-102	79	45	respectively	respectively	ADV
emaj-102	79	46	)	)	PUNCT
emaj-102	79	47	.	.	PUNCT
emaj-102	80	1	the	the	DET
emaj-102	80	2	largest	large	ADJ
emaj-102	80	3	percentage	percentage	NOUN
emaj-102	80	4	of	of	ADP
emaj-102	80	5	imports	import	NOUN
emaj-102	80	6	to	to	ADP
emaj-102	80	7	the	the	DET
emaj-102	80	8	u.s	u.s	PROPN
emaj-102	80	9	.	.	PROPN
emaj-102	80	10	came	come	VERB
emaj-102	80	11	from	from	ADP
emaj-102	80	12	china	china	PROPN
emaj-102	80	13	(	(	PUNCT
emaj-102	80	14	19.9	19.9	NUM
emaj-102	80	15	%	%	NOUN
emaj-102	80	16	)	)	PUNCT
emaj-102	80	17	.	.	PUNCT
emaj-102	81	1	the	the	DET
emaj-102	81	2	highest	high	ADJ
emaj-102	81	3	percentage	percentage	NOUN
emaj-102	81	4	of	of	ADP
emaj-102	81	5	imports	import	NOUN
emaj-102	81	6	to	to	ADP
emaj-102	81	7	argentina	argentina	PROPN
emaj-102	81	8	came	come	VERB
emaj-102	81	9	from	from	ADP
emaj-102	81	10	brazil	brazil	PROPN
emaj-102	81	11	(	(	PUNCT
emaj-102	81	12	21.8	21.8	NUM
emaj-102	81	13	%	%	NOUN
emaj-102	81	14	)	)	PUNCT
emaj-102	81	15	.	.	PUNCT
emaj-102	82	1	similarly	similarly	ADV
emaj-102	82	2	,	,	PUNCT
emaj-102	82	3	brazil	brazil	PROPN
emaj-102	82	4	imported	import	VERB
emaj-102	82	5	the	the	DET
emaj-102	82	6	most	most	ADJ
emaj-102	82	7	from	from	ADP
emaj-102	82	8	china	china	PROPN
emaj-102	82	9	(	(	PUNCT
emaj-102	82	10	16.3	16.3	NUM
emaj-102	82	11	%	%	NOUN
emaj-102	82	12	)	)	PUNCT
emaj-102	82	13	,	,	PUNCT
emaj-102	82	14	chile	chile	NOUN
emaj-102	82	15	from	from	ADP
emaj-102	82	16	china	china	PROPN
emaj-102	82	17	(	(	PUNCT
emaj-102	82	18	20.9	20.9	NUM
emaj-102	82	19	%	%	NOUN
emaj-102	82	20	)	)	PUNCT
emaj-102	82	21	,	,	PUNCT
emaj-102	82	22	columbia	columbia	NOUN
emaj-102	82	23	from	from	ADP
emaj-102	82	24	the	the	DET
emaj-102	82	25	u.s	u.s	PROPN
emaj-102	82	26	.	.	PROPN
emaj-102	82	27	(	(	PUNCT
emaj-102	82	28	28.5	28.5	NUM
emaj-102	82	29	)	)	PUNCT
emaj-102	82	30	,	,	PUNCT
emaj-102	82	31	costa	costa	PROPN
emaj-102	82	32	rica	rica	PROPN
emaj-102	82	33	from	from	ADP
emaj-102	82	34	the	the	DET
emaj-102	82	35	u.s	u.s	PROPN
emaj-102	82	36	.	.	PROPN
emaj-102	83	1	(	(	PUNCT
emaj-102	83	2	28.6	28.6	NUM
emaj-102	83	3	%	%	NOUN
emaj-102	83	4	)	)	PUNCT
emaj-102	83	5	,	,	PUNCT
emaj-102	83	6	peru	peru	PROPN
emaj-102	83	7	from	from	ADP
emaj-102	83	8	china	china	PROPN
emaj-102	83	9	(	(	PUNCT
emaj-102	83	10	21.2	21.2	NUM
emaj-102	83	11	%	%	NOUN
emaj-102	83	12	)	)	PUNCT
emaj-102	83	13	,	,	PUNCT
emaj-102	83	14	and	and	CCONJ
emaj-102	83	15	venezuela	venezuela	PROPN
emaj-102	83	16	from	from	ADP
emaj-102	83	17	the	the	DET
emaj-102	83	18	u.s	u.s	PROPN
emaj-102	83	19	.	.	PROPN
emaj-102	84	1	(	(	PUNCT
emaj-102	84	2	42.9	42.9	NUM
emaj-102	84	3	%	%	NOUN
emaj-102	84	4	)	)	PUNCT
emaj-102	84	5	.	.	PUNCT
emaj-102	85	1	figure	figure	NOUN
emaj-102	85	2	1	1	NUM
emaj-102	85	3	displays	display	VERB
emaj-102	85	4	a	a	DET
emaj-102	85	5	comparison	comparison	NOUN
emaj-102	85	6	of	of	ADP
emaj-102	85	7	2014	2014	NUM
emaj-102	85	8	imports	import	NOUN
emaj-102	85	9	and	and	CCONJ
emaj-102	85	10	exports	export	NOUN
emaj-102	85	11	among	among	ADP
emaj-102	85	12	the	the	DET
emaj-102	85	13	included	include	VERB
emaj-102	85	14	countries	country	NOUN
emaj-102	85	15	.	.	PUNCT
emaj-102	86	1	figure	figure	NOUN
emaj-102	86	2	1	1	NUM
emaj-102	86	3	.	.	PUNCT
emaj-102	87	1	imports	import	NOUN
emaj-102	87	2	vs.	vs.	ADP
emaj-102	87	3	exports	export	NOUN
emaj-102	87	4	balance	balance	NOUN
emaj-102	87	5	of	of	ADP
emaj-102	87	6	trade	trade	NOUN
emaj-102	87	7	the	the	DET
emaj-102	87	8	balance	balance	NOUN
emaj-102	87	9	of	of	ADP
emaj-102	87	10	trade	trade	NOUN
emaj-102	87	11	for	for	ADP
emaj-102	87	12	each	each	PRON
emaj-102	87	13	of	of	ADP
emaj-102	87	14	the	the	DET
emaj-102	87	15	nafta	nafta	PROPN
emaj-102	87	16	countries	country	NOUN
emaj-102	87	17	was	be	AUX
emaj-102	87	18	negative	negative	ADJ
emaj-102	87	19	,	,	PUNCT
emaj-102	87	20	ranging	range	VERB
emaj-102	87	21	from	from	ADP
emaj-102	87	22	-724.0b	-724.0b	PUNCT
emaj-102	87	23	for	for	ADP
emaj-102	87	24	the	the	DET
emaj-102	87	25	u.s	u.s	PROPN
emaj-102	87	26	.	.	PROPN
emaj-102	87	27	to	to	PART
emaj-102	87	28	-0.7b	-0.7b	VERB
emaj-102	87	29	for	for	ADP
emaj-102	87	30	mexico	mexico	PROPN
emaj-102	87	31	.	.	PUNCT
emaj-102	88	1	among	among	ADP
emaj-102	88	2	the	the	DET
emaj-102	88	3	latin	latin	ADJ
emaj-102	88	4	american	american	ADJ
emaj-102	88	5	countries	country	NOUN
emaj-102	88	6	,	,	PUNCT
emaj-102	88	7	venezuela	venezuela	PROPN
emaj-102	88	8	had	have	VERB
emaj-102	88	9	the	the	DET
emaj-102	88	10	highest	high	ADJ
emaj-102	88	11	balance	balance	NOUN
emaj-102	88	12	of	of	ADP
emaj-102	88	13	trade	trade	NOUN
emaj-102	88	14	at	at	ADP
emaj-102	88	15	+	+	PROPN
emaj-102	88	16	$	$	SYM
emaj-102	88	17	32.9b	32.9b	NUM
emaj-102	88	18	and	and	CCONJ
emaj-102	88	19	costa	costa	PROPN
emaj-102	88	20	rica	rica	PROPN
emaj-102	88	21	had	have	VERB
emaj-102	88	22	the	the	DET
emaj-102	88	23	lowest	low	ADJ
emaj-102	88	24	at	at	ADP
emaj-102	88	25	-$6.2b	-$6.2b	NOUN
emaj-102	88	26	.	.	NOUN
emaj-102	88	27	table	table	NOUN
emaj-102	89	1	4	4	NUM
emaj-102	89	2	presents	present	VERB
emaj-102	89	3	a	a	DET
emaj-102	89	4	listing	listing	NOUN
emaj-102	89	5	of	of	ADP
emaj-102	89	6	all	all	DET
emaj-102	89	7	included	include	VERB
emaj-102	89	8	countries	country	NOUN
emaj-102	89	9	ranked	rank	VERB
emaj-102	89	10	by	by	ADP
emaj-102	89	11	decreasing	decrease	VERB
emaj-102	89	12	2014	2014	NUM
emaj-102	89	13	balance	balance	NOUN
emaj-102	89	14	of	of	ADP
emaj-102	89	15	trade	trade	NOUN
emaj-102	89	16	in	in	ADP
emaj-102	89	17	billions	billion	NOUN
emaj-102	89	18	of	of	ADP
emaj-102	89	19	u.s	u.s	PROPN
emaj-102	89	20	.	.	PROPN
emaj-102	89	21	dollars	dollar	NOUN
emaj-102	89	22	.	.	PUNCT
emaj-102	90	1	table	table	NOUN
emaj-102	90	2	4	4	NUM
emaj-102	90	3	:	:	SYM
emaj-102	90	4	2014	2014	NUM
emaj-102	90	5	balance	balance	NOUN
emaj-102	90	6	of	of	ADP
emaj-102	90	7	trades	trade	NOUN
emaj-102	90	8	by	by	ADP
emaj-102	90	9	decreasing	decrease	VERB
emaj-102	90	10	amount	amount	NOUN
emaj-102	90	11	country	country	NOUN
emaj-102	90	12	balance	balance	NOUN
emaj-102	90	13	[	[	X
emaj-102	90	14	in	in	ADP
emaj-102	90	15	billions	billion	NOUN
emaj-102	90	16	us$	us$	SYM
emaj-102	90	17	]	]	PUNCT
emaj-102	90	18	venezuela	venezuela	PROPN
emaj-102	90	19	32.9	32.9	NUM
emaj-102	90	20	argentina	argentina	PROPN
emaj-102	90	21	10.6	10.6	NUM
emaj-102	90	22	chile	chile	PROPN
emaj-102	90	23	6.3	6.3	NUM
emaj-102	90	24	brazil	brazil	PROPN
emaj-102	90	25	0.8	0.8	NUM
emaj-102	90	26	mexico	mexico	PROPN
emaj-102	90	27	-0.7	-0.7	PROPN
emaj-102	90	28	columbia	columbia	PROPN
emaj-102	90	29	-1.8	-1.8	PROPN
emaj-102	90	30	peru	peru	PROPN
emaj-102	90	31	-3.8	-3.8	PROPN
emaj-102	90	32	costa	costa	PROPN
emaj-102	90	33	rica	rica	PROPN
emaj-102	90	34	-6.2	-6.2	PROPN
emaj-102	90	35	canada	canada	PROPN
emaj-102	90	36	-17.0	-17.0	PROPN
emaj-102	90	37	united	united	PROPN
emaj-102	90	38	states	states	PROPN
emaj-102	90	39	-724.0	-724.0	PROPN
emaj-102	90	40	1.610,0	1.610,0	NUM
emaj-102	90	41	465,1	465,1	NOUN
emaj-102	91	1	11,8	11,8	NUM
emaj-102	92	1	36,4	36,4	NUM
emaj-102	92	2	55,0	55,0	NUM
emaj-102	92	3	406,4	406,4	NOUN
emaj-102	92	4	242,7	242,7	NOUN
emaj-102	92	5	77,0	77,0	PROPN
emaj-102	93	1	76,5	76,5	ADJ
emaj-102	93	2	83,2	83,2	NUM
emaj-102	93	3	-2.334,0	-2.334,0	NOUN
emaj-102	93	4	-482,1	-482,1	PUNCT
emaj-102	93	5	-17,9	-17,9	PUNCT
emaj-102	94	1	-40,3	-40,3	PUNCT
emaj-102	94	2	-56,8	-56,8	INTJ
emaj-102	95	1	-407,1	-407,1	INTJ
emaj-102	95	2	-241,9	-241,9	ADJ
emaj-102	95	3	-70,7	-70,7	PART
emaj-102	95	4	-65,9	-65,9	PUNCT
emaj-102	95	5	-50,3	-50,3	PUNCT
emaj-102	95	6	united	united	PROPN
emaj-102	95	7	states	states	PROPN
emaj-102	95	8	costa	costa	PROPN
emaj-102	95	9	rica	rica	PROPN
emaj-102	95	10	columbia	columbia	PROPN
emaj-102	95	11	brazil	brazil	PROPN
emaj-102	95	12	argentina	argentina	PROPN
emaj-102	95	13	imports	import	NOUN
emaj-102	95	14	vs.	vs.	ADP
emaj-102	95	15	exports	export	NOUN
emaj-102	95	16	(	(	PUNCT
emaj-102	95	17	in	in	ADP
emaj-102	95	18	billions	billion	NOUN
emaj-102	95	19	of	of	ADP
emaj-102	95	20	$	$	SYM
emaj-102	95	21	u.s	u.s	PROPN
emaj-102	95	22	.	.	PROPN
emaj-102	95	23	)	)	PUNCT
emaj-102	96	1	imports	import	NOUN
emaj-102	96	2	exports	export	NOUN
emaj-102	96	3	volume	volume	VERB
emaj-102	96	4	6	6	NUM
emaj-102	96	5	no	no	DET
emaj-102	96	6	2	2	NUM
emaj-102	96	7	(	(	PUNCT
emaj-102	96	8	2016	2016	NUM
emaj-102	96	9	)	)	PUNCT
emaj-102	96	10	|	|	ADV
emaj-102	96	11	issn	issn	VERB
emaj-102	96	12	2158	2158	NUM
emaj-102	96	13	-	-	SYM
emaj-102	96	14	8708	8708	NUM
emaj-102	96	15	(	(	PUNCT
emaj-102	96	16	online	online	NOUN
emaj-102	96	17	)	)	PUNCT
emaj-102	96	18	|	|	ADV
emaj-102	96	19	doi	doi	X
emaj-102	96	20	10.5195	10.5195	NUM
emaj-102	96	21	/	/	SYM
emaj-102	96	22	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	96	23	|	|	ADV
emaj-102	96	24	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	96	25	gulser	gulser	PROPN
emaj-102	96	26	meric	meric	PROPN
emaj-102	96	27	,	,	PUNCT
emaj-102	96	28	cengiz	cengiz	PROPN
emaj-102	96	29	haksever	haksever	PROPN
emaj-102	96	30	,	,	PUNCT
emaj-102	96	31	j.	j.	PROPN
emaj-102	96	32	drew	draw	VERB
emaj-102	96	33	procaccino	procaccino	PROPN
emaj-102	96	34	,	,	PUNCT
emaj-102	96	35	ilhan	ilhan	PROPN
emaj-102	96	36	meric	meric	NOUN
emaj-102	96	37	emerging	emerge	VERB
emaj-102	96	38	markets	market	NOUN
emaj-102	96	39	journal	journal	NOUN
emaj-102	96	40	|	|	ADV
emaj-102	96	41	p	p	NOUN
emaj-102	96	42	a	a	DET
emaj-102	96	43	g	g	PROPN
emaj-102	96	44	e	e	PROPN
emaj-102	96	45	|25	|25	PROPN
emaj-102	96	46	figures	figure	NOUN
emaj-102	96	47	2	2	NUM
emaj-102	96	48	and	and	CCONJ
emaj-102	96	49	3	3	NUM
emaj-102	96	50	depict	depict	VERB
emaj-102	96	51	the	the	DET
emaj-102	96	52	three	three	NUM
emaj-102	96	53	largest	large	ADJ
emaj-102	96	54	export	export	NOUN
emaj-102	96	55	partners	partner	NOUN
emaj-102	96	56	(	(	PUNCT
emaj-102	96	57	outflowing	outflowe	VERB
emaj-102	96	58	arrows	arrow	NOUN
emaj-102	96	59	)	)	PUNCT
emaj-102	96	60	of	of	ADP
emaj-102	96	61	each	each	DET
emaj-102	96	62	nafta	nafta	PROPN
emaj-102	96	63	and	and	CCONJ
emaj-102	96	64	latin	latin	ADJ
emaj-102	96	65	american	american	ADJ
emaj-102	96	66	country	country	NOUN
emaj-102	96	67	,	,	PUNCT
emaj-102	96	68	respectively	respectively	ADV
emaj-102	96	69	,	,	PUNCT
emaj-102	96	70	based	base	VERB
emaj-102	96	71	on	on	ADP
emaj-102	96	72	percent	percent	NOUN
emaj-102	96	73	of	of	ADP
emaj-102	96	74	the	the	DET
emaj-102	96	75	exporting	export	VERB
emaj-102	96	76	country	country	NOUN
emaj-102	96	77	’s	’s	PART
emaj-102	96	78	total	total	ADJ
emaj-102	96	79	exports	export	NOUN
emaj-102	96	80	.	.	PUNCT
emaj-102	97	1	circles	circle	NOUN
emaj-102	97	2	are	be	AUX
emaj-102	97	3	in	in	ADP
emaj-102	97	4	proportion	proportion	NOUN
emaj-102	97	5	to	to	ADP
emaj-102	97	6	total	total	NOUN
emaj-102	97	7	of	of	ADP
emaj-102	97	8	each	each	DET
emaj-102	97	9	country	country	NOUN
emaj-102	97	10	’s	’s	PART
emaj-102	97	11	total	total	ADJ
emaj-102	97	12	exports	export	NOUN
emaj-102	97	13	(	(	PUNCT
emaj-102	97	14	shown	show	VERB
emaj-102	97	15	below	below	ADP
emaj-102	97	16	country	country	NOUN
emaj-102	97	17	name	name	NOUN
emaj-102	97	18	)	)	PUNCT
emaj-102	97	19	.	.	PUNCT
emaj-102	98	1	figure	figure	NOUN
emaj-102	98	2	2	2	NUM
emaj-102	98	3	.	.	PUNCT
emaj-102	99	1	largest	large	ADJ
emaj-102	99	2	export	export	NOUN
emaj-102	99	3	partners	partner	NOUN
emaj-102	99	4	for	for	ADP
emaj-102	99	5	nafta	nafta	PROPN
emaj-102	99	6	countries	country	NOUN
emaj-102	99	7	figure	figure	VERB
emaj-102	99	8	3	3	NUM
emaj-102	99	9	.	.	PUNCT
emaj-102	100	1	largest	large	ADJ
emaj-102	100	2	export	export	NOUN
emaj-102	100	3	partners	partner	NOUN
emaj-102	100	4	for	for	ADP
emaj-102	100	5	latin	latin	ADJ
emaj-102	100	6	american	american	ADJ
emaj-102	100	7	countries	country	NOUN
emaj-102	100	8	figures	figure	VERB
emaj-102	100	9	4	4	NUM
emaj-102	100	10	and	and	CCONJ
emaj-102	100	11	5	5	NUM
emaj-102	100	12	depict	depict	VERB
emaj-102	100	13	the	the	DET
emaj-102	100	14	three	three	NUM
emaj-102	100	15	largest	large	ADJ
emaj-102	100	16	import	import	NOUN
emaj-102	100	17	partners	partner	NOUN
emaj-102	100	18	(	(	PUNCT
emaj-102	100	19	inflowing	inflowe	VERB
emaj-102	100	20	arrows	arrow	NOUN
emaj-102	100	21	)	)	PUNCT
emaj-102	100	22	of	of	ADP
emaj-102	100	23	each	each	DET
emaj-102	100	24	nafta	nafta	PROPN
emaj-102	100	25	and	and	CCONJ
emaj-102	100	26	latin	latin	ADJ
emaj-102	100	27	american	american	ADJ
emaj-102	100	28	country	country	NOUN
emaj-102	100	29	,	,	PUNCT
emaj-102	100	30	respectively	respectively	ADV
emaj-102	100	31	,	,	PUNCT
emaj-102	100	32	based	base	VERB
emaj-102	100	33	on	on	ADP
emaj-102	100	34	percent	percent	NOUN
emaj-102	100	35	of	of	ADP
emaj-102	100	36	the	the	DET
emaj-102	100	37	importing	import	VERB
emaj-102	100	38	country	country	NOUN
emaj-102	100	39	’s	’s	PART
emaj-102	100	40	total	total	ADJ
emaj-102	100	41	imports	import	NOUN
emaj-102	100	42	.	.	PUNCT
emaj-102	101	1	circles	circle	NOUN
emaj-102	101	2	are	be	AUX
emaj-102	101	3	in	in	ADP
emaj-102	101	4	proportion	proportion	NOUN
emaj-102	101	5	to	to	ADP
emaj-102	101	6	total	total	NOUN
emaj-102	101	7	of	of	ADP
emaj-102	101	8	each	each	DET
emaj-102	101	9	country	country	NOUN
emaj-102	101	10	’s	’s	PART
emaj-102	101	11	total	total	ADJ
emaj-102	101	12	imports	import	NOUN
emaj-102	101	13	(	(	PUNCT
emaj-102	101	14	shown	show	VERB
emaj-102	101	15	below	below	ADP
emaj-102	101	16	country	country	NOUN
emaj-102	101	17	name	name	NOUN
emaj-102	101	18	)	)	PUNCT
emaj-102	101	19	.	.	PUNCT
emaj-102	102	1	3	3	X
emaj-102	102	2	.	.	X
emaj-102	102	3	methodology	methodology	NOUN
emaj-102	102	4	and	and	CCONJ
emaj-102	102	5	data	datum	NOUN
emaj-102	102	6	multiple	multiple	ADJ
emaj-102	102	7	discriminant	discriminant	ADJ
emaj-102	102	8	analysis	analysis	NOUN
emaj-102	102	9	mda	mda	PROPN
emaj-102	102	10	(	(	PUNCT
emaj-102	102	11	see	see	VERB
emaj-102	102	12	,	,	PUNCT
emaj-102	102	13	e.g.	e.g.	ADV
emaj-102	102	14	,	,	PUNCT
emaj-102	102	15	altman	altman	NOUN
emaj-102	102	16	,	,	PUNCT
emaj-102	102	17	1968	1968	NUM
emaj-102	102	18	;	;	PUNCT
emaj-102	102	19	stevens	steven	NOUN
emaj-102	102	20	,	,	PUNCT
emaj-102	102	21	1973	1973	NUM
emaj-102	102	22	;	;	PUNCT
emaj-102	102	23	belkaoui	belkaoui	ADJ
emaj-102	102	24	,	,	PUNCT
emaj-102	102	25	1978	1978	NUM
emaj-102	102	26	)	)	PUNCT
emaj-102	102	27	and	and	CCONJ
emaj-102	102	28	multivariate	multivariate	VERB
emaj-102	102	29	analysis	analysis	NOUN
emaj-102	102	30	of	of	ADP
emaj-102	102	31	variance	variance	NOUN
emaj-102	102	32	manova	manova	PROPN
emaj-102	102	33	(	(	PUNCT
emaj-102	102	34	see	see	VERB
emaj-102	102	35	,	,	PUNCT
emaj-102	102	36	e.g.	e.g.	ADV
emaj-102	102	37	,	,	PUNCT
emaj-102	102	38	hutchinson	hutchinson	PROPN
emaj-102	102	39	et	et	PROPN
emaj-102	102	40	al	al	PROPN
emaj-102	102	41	.	.	PROPN
emaj-102	102	42	,	,	PUNCT
emaj-102	102	43	1988	1988	NUM
emaj-102	102	44	;	;	PUNCT
emaj-102	102	45	meric	meric	PROPN
emaj-102	102	46	et	et	PROPN
emaj-102	102	47	al	al	PROPN
emaj-102	102	48	.	.	PROPN
emaj-102	102	49	,	,	PUNCT
emaj-102	102	50	1991	1991	NUM
emaj-102	102	51	)	)	PUNCT
emaj-102	102	52	are	be	AUX
emaj-102	102	53	the	the	DET
emaj-102	102	54	two	two	NUM
emaj-102	102	55	multivariate	multivariate	NOUN
emaj-102	102	56	techniques	technique	NOUN
emaj-102	102	57	most	most	ADV
emaj-102	102	58	commonly	commonly	ADV
emaj-102	102	59	used	use	VERB
emaj-102	102	60	in	in	ADP
emaj-102	102	61	previous	previous	ADJ
emaj-102	102	62	studies	study	NOUN
emaj-102	102	63	to	to	PART
emaj-102	102	64	compare	compare	VERB
emaj-102	102	65	the	the	DET
emaj-102	102	66	financial	financial	ADJ
emaj-102	102	67	characteristics	characteristic	NOUN
emaj-102	102	68	of	of	ADP
emaj-102	102	69	different	different	ADJ
emaj-102	102	70	groups	group	NOUN
emaj-102	102	71	of	of	ADP
emaj-102	102	72	firms	firm	NOUN
emaj-102	102	73	.	.	PUNCT
emaj-102	103	1	in	in	ADP
emaj-102	103	2	this	this	DET
emaj-102	103	3	study	study	NOUN
emaj-102	103	4	,	,	PUNCT
emaj-102	103	5	we	we	PRON
emaj-102	103	6	use	use	VERB
emaj-102	103	7	the	the	DET
emaj-102	103	8	manova	manova	PROPN
emaj-102	103	9	technique	technique	NOUN
emaj-102	103	10	to	to	PART
emaj-102	103	11	compare	compare	VERB
emaj-102	103	12	the	the	DET
emaj-102	103	13	financial	financial	ADJ
emaj-102	103	14	characteristics	characteristic	NOUN
emaj-102	103	15	of	of	ADP
emaj-102	103	16	nafta	nafta	PROPN
emaj-102	103	17	and	and	CCONJ
emaj-102	103	18	latin	latin	ADJ
emaj-102	103	19	american	american	ADJ
emaj-102	103	20	manufacturing	manufacturing	NOUN
emaj-102	103	21	firms	firm	NOUN
emaj-102	103	22	.	.	PUNCT
emaj-102	104	1	detailed	detailed	ADJ
emaj-102	104	2	information	information	NOUN
emaj-102	104	3	about	about	ADP
emaj-102	104	4	the	the	DET
emaj-102	104	5	manova	manova	PROPN
emaj-102	104	6	technique	technique	NOUN
emaj-102	104	7	can	can	AUX
emaj-102	104	8	be	be	AUX
emaj-102	104	9	found	find	VERB
emaj-102	104	10	in	in	ADP
emaj-102	104	11	marascuilo	marascuilo	ADJ
emaj-102	104	12	and	and	CCONJ
emaj-102	104	13	levin	levin	PROPN
emaj-102	104	14	(	(	PUNCT
emaj-102	104	15	1983	1983	NUM
emaj-102	104	16	)	)	PUNCT
emaj-102	104	17	and	and	CCONJ
emaj-102	104	18	johnson	johnson	PROPN
emaj-102	104	19	and	and	CCONJ
emaj-102	104	20	wichern	wichern	PROPN
emaj-102	104	21	(	(	PUNCT
emaj-102	104	22	2007	2007	NUM
emaj-102	104	23	)	)	PUNCT
emaj-102	104	24	.	.	PUNCT
emaj-102	105	1	financial	financial	ADJ
emaj-102	105	2	ratios	ratio	NOUN
emaj-102	105	3	are	be	AUX
emaj-102	105	4	generally	generally	ADV
emaj-102	105	5	used	use	VERB
emaj-102	105	6	in	in	ADP
emaj-102	105	7	empirical	empirical	ADJ
emaj-102	105	8	studies	study	NOUN
emaj-102	105	9	to	to	PART
emaj-102	105	10	compare	compare	VERB
emaj-102	105	11	the	the	DET
emaj-102	105	12	financial	financial	ADJ
emaj-102	105	13	characteristics	characteristic	NOUN
emaj-102	105	14	of	of	ADP
emaj-102	105	15	different	different	ADJ
emaj-102	105	16	groups	group	NOUN
emaj-102	105	17	of	of	ADP
emaj-102	105	18	firms	firm	NOUN
emaj-102	105	19	.	.	PUNCT
emaj-102	106	1	the	the	DET
emaj-102	106	2	financial	financial	ADJ
emaj-102	106	3	ratio	ratio	NOUN
emaj-102	106	4	data	datum	NOUN
emaj-102	106	5	used	use	VERB
emaj-102	106	6	in	in	ADP
emaj-102	106	7	this	this	DET
emaj-102	106	8	study	study	NOUN
emaj-102	106	9	were	be	AUX
emaj-102	106	10	obtained	obtain	VERB
emaj-102	106	11	from	from	ADP
emaj-102	106	12	the	the	DET
emaj-102	106	13	‘	'	PUNCT
emaj-102	106	14	research	research	NOUN
emaj-102	106	15	insight	insight	NOUN
emaj-102	106	16	/	/	SYM
emaj-102	106	17	global	global	ADJ
emaj-102	106	18	vintage	vintage	NOUN
emaj-102	106	19	’	'	PUNCT
emaj-102	106	20	database	database	NOUN
emaj-102	106	21	in	in	ADP
emaj-102	106	22	october	october	PROPN
emaj-102	106	23	2015	2015	NUM
emaj-102	106	24	.	.	PUNCT
emaj-102	107	1	manufacturing	manufacturing	NOUN
emaj-102	107	2	industries	industry	NOUN
emaj-102	107	3	with	with	ADP
emaj-102	107	4	sic	sic	ADJ
emaj-102	107	5	codes	code	NOUN
emaj-102	107	6	between	between	ADP
emaj-102	107	7	20003999	20003999	NUM
emaj-102	107	8	are	be	AUX
emaj-102	107	9	included	include	VERB
emaj-102	107	10	in	in	ADP
emaj-102	107	11	the	the	DET
emaj-102	107	12	study	study	NOUN
emaj-102	107	13	.	.	PUNCT
emaj-102	108	1	our	our	PRON
emaj-102	108	2	research	research	NOUN
emaj-102	108	3	sample	sample	NOUN
emaj-102	108	4	consists	consist	VERB
emaj-102	108	5	of	of	ADP
emaj-102	108	6	885	885	NUM
emaj-102	108	7	nafta	nafta	PROPN
emaj-102	108	8	and	and	CCONJ
emaj-102	108	9	849	849	NUM
emaj-102	108	10	latin	latin	ADJ
emaj-102	108	11	american	american	ADJ
emaj-102	108	12	manufacturing	manufacturing	NOUN
emaj-102	108	13	firms	firm	NOUN
emaj-102	108	14	.	.	PUNCT
emaj-102	109	1	we	we	PRON
emaj-102	109	2	use	use	VERB
emaj-102	109	3	the	the	DET
emaj-102	109	4	financial	financial	ADJ
emaj-102	109	5	ratios	ratio	NOUN
emaj-102	109	6	presented	present	VERB
emaj-102	109	7	in	in	ADP
emaj-102	109	8	table	table	NOUN
emaj-102	109	9	5	5	NUM
emaj-102	109	10	as	as	ADP
emaj-102	109	11	measures	measure	NOUN
emaj-102	109	12	of	of	ADP
emaj-102	109	13	firm	firm	ADJ
emaj-102	109	14	financial	financial	ADJ
emaj-102	109	15	characteristics	characteristic	NOUN
emaj-102	109	16	in	in	ADP
emaj-102	109	17	the	the	DET
emaj-102	109	18	comparisons	comparison	NOUN
emaj-102	109	19	.	.	PUNCT
emaj-102	110	1	figure	figure	NOUN
emaj-102	110	2	4	4	NUM
emaj-102	110	3	.	.	PUNCT
emaj-102	111	1	largest	large	ADJ
emaj-102	111	2	import	import	NOUN
emaj-102	111	3	partners	partner	NOUN
emaj-102	111	4	for	for	ADP
emaj-102	111	5	nafta	nafta	PROPN
emaj-102	111	6	countries	country	NOUN
emaj-102	111	7	figure	figure	VERB
emaj-102	111	8	5	5	NUM
emaj-102	111	9	.	.	PUNCT
emaj-102	112	1	largest	large	ADJ
emaj-102	112	2	import	import	NOUN
emaj-102	112	3	partners	partner	NOUN
emaj-102	112	4	for	for	ADP
emaj-102	112	5	latin	latin	ADJ
emaj-102	112	6	american	american	ADJ
emaj-102	112	7	countries	country	NOUN
emaj-102	112	8	volume	volume	VERB
emaj-102	112	9	6	6	NUM
emaj-102	112	10	no	no	DET
emaj-102	112	11	2	2	NUM
emaj-102	112	12	(	(	PUNCT
emaj-102	112	13	2016	2016	NUM
emaj-102	112	14	)	)	PUNCT
emaj-102	112	15	|	|	ADV
emaj-102	112	16	issn	issn	VERB
emaj-102	112	17	2158	2158	NUM
emaj-102	112	18	-	-	SYM
emaj-102	112	19	8708	8708	NUM
emaj-102	112	20	(	(	PUNCT
emaj-102	112	21	online	online	NOUN
emaj-102	112	22	)	)	PUNCT
emaj-102	112	23	|	|	ADV
emaj-102	112	24	doi	doi	X
emaj-102	112	25	10.5195	10.5195	NUM
emaj-102	112	26	/	/	SYM
emaj-102	112	27	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	112	28	|	|	ADV
emaj-102	112	29	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	112	30	a	a	DET
emaj-102	112	31	comparison	comparison	NOUN
emaj-102	112	32	of	of	ADP
emaj-102	112	33	the	the	DET
emaj-102	112	34	financial	financial	ADJ
emaj-102	112	35	characteristics	characteristic	NOUN
emaj-102	112	36	of	of	ADP
emaj-102	112	37	nafta	nafta	PROPN
emaj-102	112	38	and	and	CCONJ
emaj-102	112	39	latin	latin	ADJ
emaj-102	112	40	american	american	ADJ
emaj-102	112	41	manufacturing	manufacturing	NOUN
emaj-102	112	42	firms	firm	NOUN
emaj-102	112	43	page	page	VERB
emaj-102	112	44	|26|	|26|	NOUN
emaj-102	112	45	emerging	emerge	VERB
emaj-102	112	46	markets	market	NOUN
emaj-102	112	47	journal	journal	NOUN
emaj-102	112	48	table	table	NOUN
emaj-102	112	49	5	5	NUM
emaj-102	112	50	:	:	PUNCT
emaj-102	112	51	financial	financial	ADJ
emaj-102	112	52	ratios	ratio	NOUN
emaj-102	112	53	used	use	VERB
emaj-102	112	54	in	in	ADP
emaj-102	112	55	the	the	DET
emaj-102	112	56	study	study	NOUN
emaj-102	112	57	as	as	ADP
emaj-102	112	58	measures	measure	NOUN
emaj-102	112	59	of	of	ADP
emaj-102	112	60	firm	firm	ADJ
emaj-102	112	61	financial	financial	ADJ
emaj-102	112	62	characteristics	characteristic	NOUN
emaj-102	112	63	financial	financial	ADJ
emaj-102	112	64	ratio	ratio	PROPN
emaj-102	112	65	financial	financial	ADJ
emaj-102	112	66	ratio	ratio	PROPN
emaj-102	112	67	definition	definition	NOUN
emaj-102	112	68	liquidity	liquidity	PROPN
emaj-102	112	69	current	current	ADJ
emaj-102	112	70	ratio	ratio	NOUN
emaj-102	112	71	current	current	ADJ
emaj-102	112	72	assets	asset	NOUN
emaj-102	112	73	/	/	SYM
emaj-102	112	74	current	current	ADJ
emaj-102	112	75	liabilities	liability	NOUN
emaj-102	113	1	quick	quick	ADJ
emaj-102	113	2	(	(	PUNCT
emaj-102	113	3	acid	acid	NOUN
emaj-102	113	4	-	-	PUNCT
emaj-102	113	5	test	test	NOUN
emaj-102	113	6	)	)	PUNCT
emaj-102	113	7	ratio	ratio	NOUN
emaj-102	113	8	(	(	PUNCT
emaj-102	113	9	current	current	ADJ
emaj-102	113	10	assets	asset	NOUN
emaj-102	113	11	inventories	inventory	NOUN
emaj-102	113	12	)	)	PUNCT
emaj-102	113	13	/	/	SYM
emaj-102	113	14	current	current	ADJ
emaj-102	113	15	liabilities	liability	NOUN
emaj-102	113	16	asset	asset	NOUN
emaj-102	113	17	management	management	NOUN
emaj-102	113	18	average	average	ADJ
emaj-102	113	19	collection	collection	NOUN
emaj-102	113	20	period	period	NOUN
emaj-102	113	21	sales	sale	NOUN
emaj-102	113	22	/	/	SYM
emaj-102	113	23	(	(	PUNCT
emaj-102	113	24	accounts	account	NOUN
emaj-102	113	25	receivable	receivable	ADJ
emaj-102	113	26	/	/	SYM
emaj-102	113	27	365	365	NUM
emaj-102	113	28	)	)	PUNCT
emaj-102	113	29	inventory	inventory	NOUN
emaj-102	113	30	turnover	turnover	NOUN
emaj-102	113	31	sales	sale	NOUN
emaj-102	113	32	/	/	SYM
emaj-102	113	33	inventories	inventory	NOUN
emaj-102	113	34	fixed	fix	VERB
emaj-102	113	35	assets	asset	NOUN
emaj-102	113	36	turnover	turnover	NOUN
emaj-102	113	37	sales	sale	NOUN
emaj-102	113	38	/	/	SYM
emaj-102	113	39	net	net	ADJ
emaj-102	113	40	fixed	fix	VERB
emaj-102	113	41	assets	asset	NOUN
emaj-102	113	42	total	total	ADJ
emaj-102	113	43	assets	asset	NOUN
emaj-102	113	44	turnover	turnover	NOUN
emaj-102	113	45	sales	sale	NOUN
emaj-102	113	46	/	/	SYM
emaj-102	113	47	total	total	ADJ
emaj-102	113	48	assets	asset	NOUN
emaj-102	113	49	financial	financial	ADJ
emaj-102	113	50	leverage	leverage	NOUN
emaj-102	113	51	equity	equity	NOUN
emaj-102	113	52	ratio	ratio	PROPN
emaj-102	113	53	common	common	ADJ
emaj-102	113	54	equity	equity	NOUN
emaj-102	113	55	/	/	SYM
emaj-102	113	56	total	total	ADJ
emaj-102	113	57	liabilities	liability	NOUN
emaj-102	113	58	profitability	profitability	NOUN
emaj-102	113	59	net	net	ADJ
emaj-102	113	60	profit	profit	NOUN
emaj-102	113	61	margin	margin	NOUN
emaj-102	113	62	net	net	ADJ
emaj-102	113	63	income	income	NOUN
emaj-102	113	64	/	/	SYM
emaj-102	113	65	sales	sale	NOUN
emaj-102	113	66	return	return	NOUN
emaj-102	113	67	on	on	ADP
emaj-102	113	68	assets	asset	NOUN
emaj-102	113	69	net	net	ADJ
emaj-102	113	70	income	income	NOUN
emaj-102	113	71	/	/	SYM
emaj-102	113	72	total	total	ADJ
emaj-102	113	73	assets	asset	NOUN
emaj-102	113	74	return	return	VERB
emaj-102	113	75	on	on	ADP
emaj-102	113	76	equity	equity	NOUN
emaj-102	113	77	net	net	ADJ
emaj-102	113	78	income	income	NOUN
emaj-102	113	79	/	/	SYM
emaj-102	113	80	common	common	ADJ
emaj-102	113	81	equity	equity	NOUN
emaj-102	113	82	growth	growth	NOUN
emaj-102	113	83	sales	sale	NOUN
emaj-102	113	84	growth	growth	NOUN
emaj-102	113	85	rate	rate	NOUN
emaj-102	113	86	average	average	NOUN
emaj-102	113	87	for	for	ADP
emaj-102	113	88	the	the	DET
emaj-102	113	89	last	last	ADJ
emaj-102	113	90	three	three	NUM
emaj-102	113	91	years	year	NOUN
emaj-102	113	92	total	total	ADJ
emaj-102	113	93	assets	asset	NOUN
emaj-102	113	94	growth	growth	NOUN
emaj-102	113	95	rate	rate	NOUN
emaj-102	113	96	average	average	NOUN
emaj-102	113	97	for	for	ADP
emaj-102	113	98	the	the	DET
emaj-102	113	99	last	last	ADJ
emaj-102	113	100	three	three	NUM
emaj-102	113	101	years	year	NOUN
emaj-102	113	102	4	4	NUM
emaj-102	113	103	.	.	PUNCT
emaj-102	114	1	manova	manova	PROPN
emaj-102	114	2	method	method	PROPN
emaj-102	114	3	multivariate	multivariate	NOUN
emaj-102	114	4	analysis	analysis	NOUN
emaj-102	114	5	of	of	ADP
emaj-102	114	6	variance	variance	NOUN
emaj-102	114	7	(	(	PUNCT
emaj-102	114	8	manova	manova	PROPN
emaj-102	114	9	)	)	PUNCT
emaj-102	114	10	is	be	AUX
emaj-102	114	11	the	the	DET
emaj-102	114	12	extension	extension	NOUN
emaj-102	114	13	of	of	ADP
emaj-102	114	14	univariate	univariate	ADJ
emaj-102	114	15	techniques	technique	NOUN
emaj-102	114	16	for	for	ADP
emaj-102	114	17	discovering	discover	VERB
emaj-102	114	18	differences	difference	NOUN
emaj-102	114	19	between	between	ADP
emaj-102	114	20	group	group	NOUN
emaj-102	114	21	means	mean	NOUN
emaj-102	114	22	.	.	PUNCT
emaj-102	115	1	when	when	SCONJ
emaj-102	115	2	two	two	NUM
emaj-102	115	3	groups	group	NOUN
emaj-102	115	4	are	be	AUX
emaj-102	115	5	involved	involve	VERB
emaj-102	115	6	,	,	PUNCT
emaj-102	115	7	a	a	DET
emaj-102	115	8	t	t	NOUN
emaj-102	115	9	test	test	NOUN
emaj-102	115	10	can	can	AUX
emaj-102	115	11	be	be	AUX
emaj-102	115	12	used	use	VERB
emaj-102	115	13	;	;	PUNCT
emaj-102	115	14	when	when	SCONJ
emaj-102	115	15	three	three	NUM
emaj-102	115	16	or	or	CCONJ
emaj-102	115	17	more	more	ADJ
emaj-102	115	18	groups	group	NOUN
emaj-102	115	19	are	be	AUX
emaj-102	115	20	involved	involve	VERB
emaj-102	115	21	anova	anova	X
emaj-102	115	22	(	(	PUNCT
emaj-102	115	23	analysis	analysis	NOUN
emaj-102	115	24	of	of	ADP
emaj-102	115	25	variance	variance	NOUN
emaj-102	115	26	)	)	PUNCT
emaj-102	115	27	can	can	AUX
emaj-102	115	28	be	be	AUX
emaj-102	115	29	used	use	VERB
emaj-102	115	30	for	for	ADP
emaj-102	115	31	the	the	DET
emaj-102	115	32	purpose	purpose	NOUN
emaj-102	115	33	.	.	PUNCT
emaj-102	116	1	the	the	DET
emaj-102	116	2	terms	term	NOUN
emaj-102	116	3	“	"	PUNCT
emaj-102	116	4	univariate	univariate	ADJ
emaj-102	116	5	”	"	PUNCT
emaj-102	116	6	and	and	CCONJ
emaj-102	116	7	“	"	PUNCT
emaj-102	116	8	multivariate	multivariate	NOUN
emaj-102	116	9	”	"	PUNCT
emaj-102	116	10	refer	refer	NOUN
emaj-102	116	11	to	to	ADP
emaj-102	116	12	the	the	DET
emaj-102	116	13	number	number	NOUN
emaj-102	116	14	of	of	ADP
emaj-102	116	15	dependent	dependent	ADJ
emaj-102	116	16	variables	variable	NOUN
emaj-102	116	17	tested	test	VERB
emaj-102	116	18	.	.	PUNCT
emaj-102	117	1	the	the	DET
emaj-102	117	2	null	null	ADJ
emaj-102	117	3	hypothesis	hypothesis	NOUN
emaj-102	117	4	tested	test	VERB
emaj-102	117	5	in	in	ADP
emaj-102	117	6	the	the	DET
emaj-102	117	7	t	t	PROPN
emaj-102	117	8	test	test	NOUN
emaj-102	117	9	and	and	CCONJ
emaj-102	117	10	anova	anova	PROPN
emaj-102	117	11	is	be	AUX
emaj-102	117	12	the	the	DET
emaj-102	117	13	equality	equality	NOUN
emaj-102	117	14	of	of	ADP
emaj-102	117	15	means	mean	NOUN
emaj-102	117	16	of	of	ADP
emaj-102	117	17	a	a	DET
emaj-102	117	18	single	single	ADJ
emaj-102	117	19	dependent	dependent	ADJ
emaj-102	117	20	variable	variable	NOUN
emaj-102	117	21	across	across	ADP
emaj-102	117	22	groups	group	NOUN
emaj-102	117	23	.	.	PUNCT
emaj-102	118	1	in	in	ADP
emaj-102	118	2	other	other	ADJ
emaj-102	118	3	words	word	NOUN
emaj-102	118	4	,	,	PUNCT
emaj-102	118	5	anova	anova	PROPN
emaj-102	118	6	tests	test	VERB
emaj-102	118	7	if	if	SCONJ
emaj-102	118	8	the	the	DET
emaj-102	118	9	differences	difference	NOUN
emaj-102	118	10	among	among	ADP
emaj-102	118	11	the	the	DET
emaj-102	118	12	group	group	NOUN
emaj-102	118	13	means	mean	NOUN
emaj-102	118	14	of	of	ADP
emaj-102	118	15	a	a	DET
emaj-102	118	16	single	single	ADJ
emaj-102	118	17	dependent	dependent	ADJ
emaj-102	118	18	variable	variable	NOUN
emaj-102	118	19	are	be	AUX
emaj-102	118	20	statistically	statistically	ADV
emaj-102	118	21	significant	significant	ADJ
emaj-102	118	22	,	,	PUNCT
emaj-102	118	23	or	or	CCONJ
emaj-102	118	24	likely	likely	ADJ
emaj-102	118	25	to	to	PART
emaj-102	118	26	have	have	AUX
emaj-102	118	27	happened	happen	VERB
emaj-102	118	28	by	by	ADP
emaj-102	118	29	chance	chance	NOUN
emaj-102	118	30	.	.	PUNCT
emaj-102	119	1	in	in	ADP
emaj-102	119	2	manova	manova	PROPN
emaj-102	119	3	,	,	PUNCT
emaj-102	119	4	the	the	DET
emaj-102	119	5	null	null	ADJ
emaj-102	119	6	hypothesis	hypothesis	NOUN
emaj-102	119	7	tested	test	VERB
emaj-102	119	8	is	be	AUX
emaj-102	119	9	the	the	DET
emaj-102	119	10	equality	equality	NOUN
emaj-102	119	11	of	of	ADP
emaj-102	119	12	vectors	vector	NOUN
emaj-102	119	13	of	of	ADP
emaj-102	119	14	means	mean	NOUN
emaj-102	119	15	of	of	ADP
emaj-102	119	16	multiple	multiple	ADJ
emaj-102	119	17	dependent	dependent	ADJ
emaj-102	119	18	variables	variable	NOUN
emaj-102	119	19	across	across	ADP
emaj-102	119	20	groups	group	NOUN
emaj-102	119	21	.	.	PUNCT
emaj-102	120	1	in	in	ADP
emaj-102	120	2	other	other	ADJ
emaj-102	120	3	words	word	NOUN
emaj-102	120	4	,	,	PUNCT
emaj-102	120	5	manova	manova	PROPN
emaj-102	120	6	tests	test	VERB
emaj-102	120	7	if	if	SCONJ
emaj-102	120	8	the	the	DET
emaj-102	120	9	differences	difference	NOUN
emaj-102	120	10	among	among	ADP
emaj-102	120	11	the	the	DET
emaj-102	120	12	group	group	NOUN
emaj-102	120	13	means	mean	NOUN
emaj-102	120	14	of	of	ADP
emaj-102	120	15	a	a	DET
emaj-102	120	16	combination	combination	NOUN
emaj-102	120	17	of	of	ADP
emaj-102	120	18	dependent	dependent	ADJ
emaj-102	120	19	variables	variable	NOUN
emaj-102	120	20	are	be	AUX
emaj-102	120	21	significant	significant	ADJ
emaj-102	120	22	,	,	PUNCT
emaj-102	120	23	or	or	CCONJ
emaj-102	120	24	likely	likely	ADJ
emaj-102	120	25	to	to	PART
emaj-102	120	26	have	have	AUX
emaj-102	120	27	occurred	occur	VERB
emaj-102	120	28	by	by	ADP
emaj-102	120	29	chance	chance	NOUN
emaj-102	120	30	.	.	PUNCT
emaj-102	121	1	(	(	PUNCT
emaj-102	121	2	hair	hair	NOUN
emaj-102	121	3	et	et	PROPN
emaj-102	121	4	al	al	PROPN
emaj-102	121	5	.	.	PROPN
emaj-102	121	6	,	,	PUNCT
emaj-102	121	7	1998	1998	NUM
emaj-102	121	8	,	,	PUNCT
emaj-102	121	9	mertler	mertler	NOUN
emaj-102	121	10	and	and	CCONJ
emaj-102	121	11	vannatta	vannatta	NOUN
emaj-102	121	12	.	.	PUNCT
emaj-102	122	1	2002	2002	NUM
emaj-102	122	2	)	)	PUNCT
emaj-102	123	1	a	a	DET
emaj-102	123	2	manova	manova	PROPN
emaj-102	123	3	can	can	AUX
emaj-102	123	4	also	also	ADV
emaj-102	123	5	be	be	AUX
emaj-102	123	6	considered	consider	VERB
emaj-102	123	7	as	as	ADP
emaj-102	123	8	a	a	DET
emaj-102	123	9	way	way	NOUN
emaj-102	123	10	to	to	PART
emaj-102	123	11	test	test	VERB
emaj-102	123	12	the	the	DET
emaj-102	123	13	hypothesis	hypothesis	NOUN
emaj-102	123	14	that	that	SCONJ
emaj-102	123	15	one	one	NUM
emaj-102	123	16	or	or	CCONJ
emaj-102	123	17	more	more	ADV
emaj-102	123	18	independent	independent	ADJ
emaj-102	123	19	variables	variable	NOUN
emaj-102	123	20	have	have	VERB
emaj-102	123	21	an	an	DET
emaj-102	123	22	effect	effect	NOUN
emaj-102	123	23	on	on	ADP
emaj-102	123	24	two	two	NUM
emaj-102	123	25	or	or	CCONJ
emaj-102	123	26	more	more	ADV
emaj-102	123	27	dependent	dependent	ADJ
emaj-102	123	28	variables	variable	NOUN
emaj-102	123	29	.	.	PUNCT
emaj-102	124	1	consequently	consequently	ADV
emaj-102	124	2	,	,	PUNCT
emaj-102	124	3	a	a	DET
emaj-102	124	4	manova	manova	PROPN
emaj-102	124	5	has	have	VERB
emaj-102	124	6	all	all	DET
emaj-102	124	7	the	the	DET
emaj-102	124	8	properties	property	NOUN
emaj-102	124	9	of	of	ADP
emaj-102	124	10	an	an	DET
emaj-102	124	11	anova	anova	PROPN
emaj-102	124	12	,	,	PUNCT
emaj-102	124	13	extended	extend	VERB
emaj-102	124	14	to	to	ADP
emaj-102	124	15	multiple	multiple	ADJ
emaj-102	124	16	dependent	dependent	ADJ
emaj-102	124	17	variables	variable	NOUN
emaj-102	124	18	.	.	PUNCT
emaj-102	125	1	in	in	ADP
emaj-102	125	2	addition	addition	NOUN
emaj-102	125	3	to	to	ADP
emaj-102	125	4	the	the	DET
emaj-102	125	5	similarities	similarity	NOUN
emaj-102	125	6	between	between	ADP
emaj-102	125	7	anova	anova	PROPN
emaj-102	125	8	and	and	CCONJ
emaj-102	125	9	manova	manova	PROPN
emaj-102	125	10	,	,	PUNCT
emaj-102	125	11	the	the	DET
emaj-102	125	12	latter	latter	ADJ
emaj-102	125	13	is	be	AUX
emaj-102	125	14	statistically	statistically	ADV
emaj-102	125	15	identical	identical	ADJ
emaj-102	125	16	to	to	ADP
emaj-102	125	17	discriminant	discriminant	ADJ
emaj-102	125	18	function	function	NOUN
emaj-102	125	19	analysis	analysis	NOUN
emaj-102	125	20	.	.	PUNCT
emaj-102	126	1	while	while	SCONJ
emaj-102	126	2	manova	manova	PROPN
emaj-102	126	3	emphasizes	emphasize	VERB
emaj-102	126	4	the	the	DET
emaj-102	126	5	mean	mean	ADJ
emaj-102	126	6	differences	difference	NOUN
emaj-102	126	7	and	and	CCONJ
emaj-102	126	8	the	the	DET
emaj-102	126	9	statistical	statistical	ADJ
emaj-102	126	10	significance	significance	NOUN
emaj-102	126	11	of	of	ADP
emaj-102	126	12	differences	difference	NOUN
emaj-102	126	13	among	among	ADP
emaj-102	126	14	groups	group	NOUN
emaj-102	126	15	,	,	PUNCT
emaj-102	126	16	discriminant	discriminant	NOUN
emaj-102	126	17	function	function	NOUN
emaj-102	126	18	analysis	analysis	NOUN
emaj-102	126	19	focuses	focus	VERB
emaj-102	126	20	on	on	ADP
emaj-102	126	21	prediction	prediction	NOUN
emaj-102	126	22	of	of	ADP
emaj-102	126	23	group	group	NOUN
emaj-102	126	24	membership	membership	NOUN
emaj-102	126	25	and	and	CCONJ
emaj-102	126	26	the	the	DET
emaj-102	126	27	dimensions	dimension	NOUN
emaj-102	126	28	on	on	ADP
emaj-102	126	29	which	which	PRON
emaj-102	126	30	groups	group	NOUN
emaj-102	126	31	differ	differ	VERB
emaj-102	126	32	.	.	PUNCT
emaj-102	127	1	(	(	PUNCT
emaj-102	127	2	tabachnick	tabachnick	NOUN
emaj-102	127	3	and	and	CCONJ
emaj-102	127	4	fidell	fidell	PROPN
emaj-102	127	5	,	,	PUNCT
emaj-102	127	6	2001	2001	NUM
emaj-102	127	7	)	)	PUNCT
emaj-102	127	8	although	although	SCONJ
emaj-102	127	9	separate	separate	ADJ
emaj-102	127	10	univariate	univariate	ADJ
emaj-102	127	11	anova	anova	PROPN
emaj-102	127	12	or	or	CCONJ
emaj-102	127	13	t	t	NOUN
emaj-102	127	14	tests	test	NOUN
emaj-102	127	15	can	can	AUX
emaj-102	127	16	be	be	AUX
emaj-102	127	17	used	use	VERB
emaj-102	127	18	to	to	PART
emaj-102	127	19	accomplish	accomplish	VERB
emaj-102	127	20	what	what	PRON
emaj-102	127	21	manova	manova	PROPN
emaj-102	127	22	does	do	VERB
emaj-102	127	23	,	,	PUNCT
emaj-102	127	24	this	this	PRON
emaj-102	127	25	can	can	AUX
emaj-102	127	26	lead	lead	VERB
emaj-102	127	27	to	to	ADP
emaj-102	127	28	greatly	greatly	ADV
emaj-102	127	29	inflated	inflate	VERB
emaj-102	127	30	overall	overall	ADJ
emaj-102	127	31	type	type	NOUN
emaj-102	127	32	i	i	PRON
emaj-102	127	33	error	error	NOUN
emaj-102	127	34	rate	rate	NOUN
emaj-102	127	35	.	.	PUNCT
emaj-102	128	1	another	another	DET
emaj-102	128	2	problem	problem	NOUN
emaj-102	128	3	with	with	ADP
emaj-102	128	4	separate	separate	ADJ
emaj-102	128	5	univariate	univariate	ADJ
emaj-102	128	6	analysis	analysis	NOUN
emaj-102	128	7	is	be	AUX
emaj-102	128	8	that	that	SCONJ
emaj-102	128	9	distributions	distribution	NOUN
emaj-102	128	10	of	of	ADP
emaj-102	128	11	dependent	dependent	ADJ
emaj-102	128	12	variables	variable	NOUN
emaj-102	128	13	might	might	AUX
emaj-102	128	14	overlap	overlap	VERB
emaj-102	128	15	such	such	ADJ
emaj-102	128	16	that	that	SCONJ
emaj-102	128	17	a	a	DET
emaj-102	128	18	mean	mean	ADJ
emaj-102	128	19	difference	difference	NOUN
emaj-102	128	20	may	may	AUX
emaj-102	128	21	not	not	PART
emaj-102	128	22	be	be	AUX
emaj-102	128	23	found	find	VERB
emaj-102	128	24	with	with	ADP
emaj-102	128	25	anova	anova	PROPN
emaj-102	128	26	.	.	PUNCT
emaj-102	129	1	however	however	ADV
emaj-102	129	2	,	,	PUNCT
emaj-102	129	3	when	when	SCONJ
emaj-102	129	4	several	several	ADJ
emaj-102	129	5	dependent	dependent	ADJ
emaj-102	129	6	variables	variable	NOUN
emaj-102	129	7	are	be	AUX
emaj-102	129	8	considered	consider	VERB
emaj-102	129	9	in	in	ADP
emaj-102	129	10	combination	combination	NOUN
emaj-102	129	11	with	with	ADP
emaj-102	129	12	each	each	DET
emaj-102	129	13	other	other	ADJ
emaj-102	129	14	,	,	PUNCT
emaj-102	129	15	the	the	DET
emaj-102	129	16	groups	group	NOUN
emaj-102	129	17	may	may	AUX
emaj-102	129	18	differ	differ	VERB
emaj-102	129	19	substantially	substantially	ADV
emaj-102	129	20	and	and	CCONJ
emaj-102	129	21	could	could	AUX
emaj-102	129	22	result	result	VERB
emaj-102	129	23	in	in	ADP
emaj-102	129	24	a	a	DET
emaj-102	129	25	statistically	statistically	ADV
emaj-102	129	26	significant	significant	ADJ
emaj-102	129	27	difference	difference	NOUN
emaj-102	129	28	among	among	ADP
emaj-102	129	29	groups	group	NOUN
emaj-102	129	30	.	.	PUNCT
emaj-102	130	1	(	(	PUNCT
emaj-102	130	2	mertler	mertler	NOUN
emaj-102	130	3	and	and	CCONJ
emaj-102	130	4	vannatta	vannatta	NOUN
emaj-102	130	5	.	.	PUNCT
emaj-102	130	6	2002	2002	NUM
emaj-102	130	7	)	)	PUNCT
emaj-102	131	1	also	also	ADV
emaj-102	131	2	,	,	PUNCT
emaj-102	131	3	individual	individual	ADJ
emaj-102	131	4	tests	test	NOUN
emaj-102	131	5	end	end	VERB
emaj-102	131	6	up	up	ADP
emaj-102	131	7	using	use	VERB
emaj-102	131	8	less	less	ADJ
emaj-102	131	9	than	than	ADP
emaj-102	131	10	the	the	DET
emaj-102	131	11	total	total	ADJ
emaj-102	131	12	information	information	NOUN
emaj-102	131	13	available	available	ADJ
emaj-102	131	14	about	about	ADP
emaj-102	131	15	the	the	DET
emaj-102	131	16	dependent	dependent	ADJ
emaj-102	131	17	variables	variable	NOUN
emaj-102	131	18	;	;	PUNCT
emaj-102	131	19	this	this	PRON
emaj-102	131	20	is	be	AUX
emaj-102	131	21	because	because	SCONJ
emaj-102	131	22	individual	individual	ADJ
emaj-102	131	23	tests	test	NOUN
emaj-102	131	24	ignore	ignore	VERB
emaj-102	131	25	the	the	DET
emaj-102	131	26	correlations	correlation	NOUN
emaj-102	131	27	among	among	ADP
emaj-102	131	28	them	they	PRON
emaj-102	131	29	.	.	PUNCT
emaj-102	132	1	in	in	ADP
emaj-102	132	2	case	case	NOUN
emaj-102	132	3	the	the	DET
emaj-102	132	4	dependent	dependent	ADJ
emaj-102	132	5	variables	variable	NOUN
emaj-102	132	6	are	be	AUX
emaj-102	132	7	correlated	correlate	VERB
emaj-102	132	8	,	,	PUNCT
emaj-102	132	9	manova	manova	PROPN
emaj-102	132	10	may	may	AUX
emaj-102	132	11	detect	detect	VERB
emaj-102	132	12	combined	combined	ADJ
emaj-102	132	13	differences	difference	NOUN
emaj-102	132	14	not	not	PART
emaj-102	132	15	discovered	discover	VERB
emaj-102	132	16	in	in	ADP
emaj-102	132	17	univariate	univariate	ADJ
emaj-102	132	18	tests	test	NOUN
emaj-102	132	19	.	.	PUNCT
emaj-102	133	1	consequently	consequently	ADV
emaj-102	133	2	,	,	PUNCT
emaj-102	133	3	manova	manova	PROPN
emaj-102	133	4	will	will	AUX
emaj-102	133	5	be	be	AUX
emaj-102	133	6	more	more	ADV
emaj-102	133	7	powerful	powerful	ADJ
emaj-102	133	8	than	than	ADP
emaj-102	133	9	the	the	DET
emaj-102	133	10	separate	separate	ADJ
emaj-102	133	11	univariate	univariate	ADJ
emaj-102	133	12	tests	test	NOUN
emaj-102	133	13	.	.	PUNCT
emaj-102	134	1	(	(	PUNCT
emaj-102	134	2	hair	hair	NOUN
emaj-102	134	3	et	et	PROPN
emaj-102	134	4	al	al	PROPN
emaj-102	134	5	.	.	PROPN
emaj-102	134	6	1998	1998	NUM
emaj-102	134	7	)	)	PUNCT
emaj-102	134	8	just	just	ADV
emaj-102	134	9	like	like	ADP
emaj-102	134	10	any	any	DET
emaj-102	134	11	other	other	ADJ
emaj-102	134	12	statistical	statistical	ADJ
emaj-102	134	13	method	method	NOUN
emaj-102	134	14	,	,	PUNCT
emaj-102	134	15	manova	manova	PROPN
emaj-102	134	16	has	have	VERB
emaj-102	134	17	some	some	DET
emaj-102	134	18	limitations	limitation	NOUN
emaj-102	134	19	.	.	PUNCT
emaj-102	135	1	the	the	DET
emaj-102	135	2	first	first	ADJ
emaj-102	135	3	of	of	ADP
emaj-102	135	4	these	these	PRON
emaj-102	135	5	is	be	AUX
emaj-102	135	6	the	the	DET
emaj-102	135	7	attribution	attribution	NOUN
emaj-102	135	8	of	of	ADP
emaj-102	135	9	causality	causality	NOUN
emaj-102	135	10	to	to	ADP
emaj-102	135	11	the	the	DET
emaj-102	135	12	relationship	relationship	NOUN
emaj-102	135	13	between	between	ADP
emaj-102	135	14	independent	independent	ADJ
emaj-102	135	15	and	and	CCONJ
emaj-102	135	16	dependent	dependent	ADJ
emaj-102	135	17	variables	variable	NOUN
emaj-102	135	18	;	;	PUNCT
emaj-102	135	19	the	the	DET
emaj-102	135	20	statistical	statistical	ADJ
emaj-102	135	21	test	test	NOUN
emaj-102	135	22	does	do	AUX
emaj-102	135	23	not	not	PART
emaj-102	135	24	confirm	confirm	VERB
emaj-102	135	25	causality	causality	NOUN
emaj-102	135	26	.	.	PUNCT
emaj-102	136	1	care	care	NOUN
emaj-102	136	2	must	must	AUX
emaj-102	136	3	be	be	AUX
emaj-102	136	4	exercised	exercise	VERB
emaj-102	136	5	in	in	ADP
emaj-102	136	6	choosing	choose	VERB
emaj-102	136	7	independent	independent	ADJ
emaj-102	136	8	variables	variable	NOUN
emaj-102	136	9	and	and	CCONJ
emaj-102	136	10	their	their	PRON
emaj-102	136	11	levels	level	NOUN
emaj-102	136	12	,	,	PUNCT
emaj-102	136	13	and	and	CCONJ
emaj-102	136	14	ideally	ideally	ADV
emaj-102	136	15	dependent	dependent	ADJ
emaj-102	136	16	variables	variable	NOUN
emaj-102	136	17	must	must	AUX
emaj-102	136	18	be	be	AUX
emaj-102	136	19	uncorrelated	uncorrelate	VERB
emaj-102	136	20	with	with	ADP
emaj-102	136	21	each	each	DET
emaj-102	136	22	other	other	ADJ
emaj-102	136	23	.	.	PUNCT
emaj-102	137	1	in	in	ADP
emaj-102	137	2	addition	addition	NOUN
emaj-102	137	3	to	to	ADP
emaj-102	137	4	these	these	DET
emaj-102	137	5	theoretical	theoretical	ADJ
emaj-102	137	6	issues	issue	NOUN
emaj-102	137	7	,	,	PUNCT
emaj-102	137	8	practical	practical	ADJ
emaj-102	137	9	issues	issue	NOUN
emaj-102	137	10	concerning	concern	VERB
emaj-102	137	11	the	the	DET
emaj-102	137	12	statistical	statistical	ADJ
emaj-102	137	13	procedures	procedure	NOUN
emaj-102	137	14	must	must	AUX
emaj-102	137	15	be	be	AUX
emaj-102	137	16	considered	consider	VERB
emaj-102	137	17	.	.	PUNCT
emaj-102	138	1	one	one	NUM
emaj-102	138	2	of	of	ADP
emaj-102	138	3	these	these	PRON
emaj-102	138	4	is	be	AUX
emaj-102	138	5	related	relate	VERB
emaj-102	138	6	to	to	ADP
emaj-102	138	7	sample	sample	NOUN
emaj-102	138	8	size	size	NOUN
emaj-102	138	9	;	;	PUNCT
emaj-102	138	10	it	it	PRON
emaj-102	138	11	is	be	AUX
emaj-102	138	12	necessary	necessary	ADJ
emaj-102	138	13	to	to	PART
emaj-102	138	14	have	have	VERB
emaj-102	138	15	more	more	ADJ
emaj-102	138	16	cases	case	NOUN
emaj-102	138	17	than	than	ADP
emaj-102	138	18	dependent	dependent	ADJ
emaj-102	138	19	variables	variable	NOUN
emaj-102	138	20	in	in	ADP
emaj-102	138	21	every	every	DET
emaj-102	138	22	cell	cell	NOUN
emaj-102	138	23	.	.	PUNCT
emaj-102	139	1	if	if	SCONJ
emaj-102	139	2	a	a	DET
emaj-102	139	3	cell	cell	NOUN
emaj-102	139	4	has	have	VERB
emaj-102	139	5	more	more	ADV
emaj-102	139	6	dependent	dependent	ADJ
emaj-102	139	7	variables	variable	NOUN
emaj-102	139	8	than	than	ADP
emaj-102	139	9	cases	case	NOUN
emaj-102	139	10	,	,	PUNCT
emaj-102	139	11	the	the	DET
emaj-102	139	12	assumption	assumption	NOUN
emaj-102	139	13	of	of	ADP
emaj-102	139	14	homogeneity	homogeneity	NOUN
emaj-102	139	15	becomes	become	VERB
emaj-102	139	16	untestable	untestable	ADJ
emaj-102	139	17	.	.	PUNCT
emaj-102	140	1	also	also	ADV
emaj-102	140	2	,	,	PUNCT
emaj-102	140	3	the	the	DET
emaj-102	140	4	power	power	NOUN
emaj-102	140	5	of	of	ADP
emaj-102	140	6	the	the	DET
emaj-102	140	7	test	test	NOUN
emaj-102	140	8	is	be	AUX
emaj-102	140	9	reduced	reduce	VERB
emaj-102	140	10	if	if	SCONJ
emaj-102	140	11	the	the	DET
emaj-102	140	12	number	number	NOUN
emaj-102	140	13	of	of	ADP
emaj-102	140	14	dependent	dependent	ADJ
emaj-102	140	15	variables	variable	NOUN
emaj-102	140	16	is	be	AUX
emaj-102	140	17	more	more	ADJ
emaj-102	140	18	than	than	ADP
emaj-102	140	19	the	the	DET
emaj-102	140	20	cases	case	NOUN
emaj-102	140	21	due	due	ADP
emaj-102	140	22	to	to	ADP
emaj-102	140	23	the	the	DET
emaj-102	140	24	reduced	reduce	VERB
emaj-102	140	25	degrees	degree	NOUN
emaj-102	140	26	of	of	ADP
emaj-102	140	27	freedom	freedom	NOUN
emaj-102	140	28	for	for	ADP
emaj-102	140	29	error	error	NOUN
emaj-102	140	30	.	.	PUNCT
emaj-102	141	1	(	(	PUNCT
emaj-102	141	2	tabachnick	tabachnick	NOUN
emaj-102	141	3	and	and	CCONJ
emaj-102	141	4	fidell	fidell	PROPN
emaj-102	141	5	,	,	PUNCT
emaj-102	141	6	2001	2001	NUM
emaj-102	141	7	)	)	PUNCT
emaj-102	141	8	a	a	DET
emaj-102	141	9	serious	serious	ADJ
emaj-102	141	10	limitation	limitation	NOUN
emaj-102	141	11	of	of	ADP
emaj-102	141	12	manova	manova	PROPN
emaj-102	141	13	,	,	PUNCT
emaj-102	141	14	as	as	ADV
emaj-102	141	15	well	well	ADV
emaj-102	141	16	as	as	ADP
emaj-102	141	17	anova	anova	PROPN
emaj-102	141	18	,	,	PUNCT
emaj-102	141	19	is	be	AUX
emaj-102	141	20	the	the	DET
emaj-102	141	21	sensitivity	sensitivity	NOUN
emaj-102	141	22	to	to	ADP
emaj-102	141	23	outliers	outlier	NOUN
emaj-102	141	24	.	.	PUNCT
emaj-102	142	1	an	an	DET
emaj-102	142	2	outlier	outlier	NOUN
emaj-102	142	3	can	can	AUX
emaj-102	142	4	produce	produce	VERB
emaj-102	142	5	either	either	CCONJ
emaj-102	142	6	a	a	DET
emaj-102	142	7	type	type	NOUN
emaj-102	142	8	i	i	PRON
emaj-102	142	9	or	or	CCONJ
emaj-102	142	10	type	type	NOUN
emaj-102	142	11	ii	ii	NOUN
emaj-102	142	12	error	error	NOUN
emaj-102	142	13	,	,	PUNCT
emaj-102	142	14	without	without	ADP
emaj-102	142	15	providing	provide	VERB
emaj-102	142	16	any	any	DET
emaj-102	142	17	clues	clue	NOUN
emaj-102	142	18	as	as	ADP
emaj-102	142	19	to	to	ADP
emaj-102	142	20	which	which	PRON
emaj-102	142	21	one	one	PRON
emaj-102	142	22	has	have	AUX
emaj-102	142	23	occurred	occur	VERB
emaj-102	142	24	.	.	PUNCT
emaj-102	143	1	(	(	PUNCT
emaj-102	143	2	tabachnick	tabachnick	NOUN
emaj-102	143	3	and	and	CCONJ
emaj-102	143	4	fidell	fidell	PROPN
emaj-102	143	5	,	,	PUNCT
emaj-102	143	6	2001	2001	NUM
emaj-102	143	7	)	)	PUNCT
emaj-102	144	1	manova	manova	PROPN
emaj-102	144	2	assumes	assume	VERB
emaj-102	144	3	linear	linear	PROPN
emaj-102	144	4	relationship	relationship	NOUN
emaj-102	144	5	between	between	ADP
emaj-102	144	6	each	each	DET
emaj-102	144	7	pair	pair	NOUN
emaj-102	144	8	of	of	ADP
emaj-102	144	9	dependent	dependent	ADJ
emaj-102	144	10	variables	variable	NOUN
emaj-102	144	11	,	,	PUNCT
emaj-102	144	12	as	as	ADV
emaj-102	144	13	well	well	ADV
emaj-102	144	14	as	as	ADP
emaj-102	144	15	all	all	DET
emaj-102	144	16	pairs	pair	NOUN
emaj-102	144	17	of	of	ADP
emaj-102	144	18	covariates	covariate	NOUN
emaj-102	144	19	and	and	CCONJ
emaj-102	144	20	all	all	DET
emaj-102	144	21	dependent	dependent	ADJ
emaj-102	144	22	variable	variable	ADJ
emaj-102	144	23	covariate	covariate	NOUN
emaj-102	144	24	pairs	pair	NOUN
emaj-102	144	25	in	in	ADP
emaj-102	144	26	each	each	DET
emaj-102	144	27	cell	cell	NOUN
emaj-102	144	28	.	.	PUNCT
emaj-102	145	1	deviations	deviation	NOUN
emaj-102	145	2	from	from	ADP
emaj-102	145	3	this	this	DET
emaj-102	145	4	assumption	assumption	NOUN
emaj-102	145	5	reduce	reduce	VERB
emaj-102	145	6	the	the	DET
emaj-102	145	7	power	power	NOUN
emaj-102	145	8	of	of	ADP
emaj-102	145	9	the	the	DET
emaj-102	145	10	statistical	statistical	ADJ
emaj-102	145	11	tests	test	NOUN
emaj-102	145	12	,	,	PUNCT
emaj-102	145	13	because	because	SCONJ
emaj-102	145	14	“	"	PUNCT
emaj-102	145	15	(	(	PUNCT
emaj-102	145	16	1	1	X
emaj-102	145	17	)	)	PUNCT
emaj-102	145	18	the	the	DET
emaj-102	145	19	linear	linear	ADJ
emaj-102	145	20	combinations	combination	NOUN
emaj-102	145	21	of	of	ADP
emaj-102	145	22	dependent	dependent	ADJ
emaj-102	145	23	variables	variable	NOUN
emaj-102	145	24	do	do	AUX
emaj-102	145	25	not	not	PART
emaj-102	145	26	maximize	maximize	VERB
emaj-102	145	27	the	the	DET
emaj-102	145	28	separation	separation	NOUN
emaj-102	145	29	of	of	ADP
emaj-102	145	30	groups	group	NOUN
emaj-102	145	31	for	for	ADP
emaj-102	145	32	the	the	DET
emaj-102	145	33	independent	independent	ADJ
emaj-102	145	34	variables	variable	NOUN
emaj-102	145	35	,	,	PUNCT
emaj-102	145	36	and	and	CCONJ
emaj-102	145	37	(	(	PUNCT
emaj-102	145	38	2	2	X
emaj-102	145	39	)	)	PUNCT
emaj-102	145	40	covariates	covariate	NOUN
emaj-102	145	41	do	do	AUX
emaj-102	145	42	not	not	PART
emaj-102	145	43	maximize	maximize	VERB
emaj-102	145	44	adjustment	adjustment	NOUN
emaj-102	145	45	for	for	ADP
emaj-102	145	46	error	error	NOUN
emaj-102	145	47	.	.	PUNCT
emaj-102	145	48	”	"	PUNCT
emaj-102	146	1	(	(	PUNCT
emaj-102	146	2	for	for	ADP
emaj-102	146	3	further	further	ADJ
emaj-102	146	4	discussion	discussion	NOUN
emaj-102	146	5	of	of	ADP
emaj-102	146	6	limitations	limitation	NOUN
emaj-102	146	7	of	of	ADP
emaj-102	146	8	manova	manova	PROPN
emaj-102	146	9	see	see	VERB
emaj-102	146	10	tabachnick	tabachnick	NOUN
emaj-102	146	11	and	and	CCONJ
emaj-102	146	12	fidell	fidell	PROPN
emaj-102	146	13	,	,	PUNCT
emaj-102	146	14	2001	2001	NUM
emaj-102	146	15	,	,	PUNCT
emaj-102	146	16	and	and	CCONJ
emaj-102	146	17	hair	hair	NOUN
emaj-102	146	18	et	et	PROPN
emaj-102	146	19	al	al	PROPN
emaj-102	146	20	.	.	PROPN
emaj-102	146	21	1998	1998	NUM
emaj-102	146	22	.	.	PUNCT
emaj-102	147	1	also	also	ADV
emaj-102	147	2	,	,	PUNCT
emaj-102	147	3	see	see	VERB
emaj-102	147	4	hair	hair	NOUN
emaj-102	147	5	et	et	PROPN
emaj-102	147	6	al	al	PROPN
emaj-102	147	7	.	.	PROPN
emaj-102	147	8	1998	1998	NUM
emaj-102	147	9	.	.	PUNCT
emaj-102	148	1	for	for	ADP
emaj-102	148	2	a	a	DET
emaj-102	148	3	detailed	detailed	ADJ
emaj-102	148	4	procedure	procedure	NOUN
emaj-102	148	5	of	of	ADP
emaj-102	148	6	application	application	NOUN
emaj-102	148	7	of	of	ADP
emaj-102	148	8	manova	manova	PROPN
emaj-102	148	9	)	)	PUNCT
emaj-102	148	10	volume	volume	NOUN
emaj-102	148	11	6	6	NUM
emaj-102	148	12	no	no	DET
emaj-102	148	13	2	2	NUM
emaj-102	148	14	(	(	PUNCT
emaj-102	148	15	2016	2016	NUM
emaj-102	148	16	)	)	PUNCT
emaj-102	148	17	|	|	ADV
emaj-102	148	18	issn	issn	VERB
emaj-102	148	19	2158	2158	NUM
emaj-102	148	20	-	-	SYM
emaj-102	148	21	8708	8708	NUM
emaj-102	148	22	(	(	PUNCT
emaj-102	148	23	online	online	NOUN
emaj-102	148	24	)	)	PUNCT
emaj-102	148	25	|	|	ADV
emaj-102	148	26	doi	doi	X
emaj-102	148	27	10.5195	10.5195	NUM
emaj-102	148	28	/	/	SYM
emaj-102	148	29	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	148	30	|	|	ADV
emaj-102	148	31	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	148	32	gulser	gulser	PROPN
emaj-102	148	33	meric	meric	PROPN
emaj-102	148	34	,	,	PUNCT
emaj-102	148	35	cengiz	cengiz	PROPN
emaj-102	148	36	haksever	haksever	PROPN
emaj-102	148	37	,	,	PUNCT
emaj-102	148	38	j.	j.	PROPN
emaj-102	148	39	drew	draw	VERB
emaj-102	148	40	procaccino	procaccino	PROPN
emaj-102	148	41	,	,	PUNCT
emaj-102	148	42	ilhan	ilhan	PROPN
emaj-102	148	43	meric	meric	NOUN
emaj-102	148	44	emerging	emerge	VERB
emaj-102	148	45	markets	market	NOUN
emaj-102	148	46	journal	journal	NOUN
emaj-102	149	1	|	|	ADV
emaj-102	149	2	p	p	NOUN
emaj-102	149	3	a	a	DET
emaj-102	149	4	g	g	NOUN
emaj-102	149	5	e	e	NOUN
emaj-102	149	6	|27	|27	ADP
emaj-102	149	7	5	5	NUM
emaj-102	149	8	.	.	PUNCT
emaj-102	150	1	empirical	empirical	ADJ
emaj-102	150	2	findings	finding	NOUN
emaj-102	150	3	our	our	PRON
emaj-102	150	4	manova	manova	PROPN
emaj-102	150	5	test	test	NOUN
emaj-102	150	6	results	result	NOUN
emaj-102	150	7	are	be	AUX
emaj-102	150	8	presented	present	VERB
emaj-102	150	9	in	in	ADP
emaj-102	150	10	table	table	NOUN
emaj-102	150	11	6	6	NUM
emaj-102	150	12	.	.	PUNCT
emaj-102	151	1	the	the	DET
emaj-102	151	2	multivariate	multivariate	NOUN
emaj-102	151	3	f	f	PROPN
emaj-102	151	4	value	value	NOUN
emaj-102	151	5	test	test	NOUN
emaj-102	151	6	statistic	statistic	NOUN
emaj-102	151	7	(	(	PUNCT
emaj-102	151	8	38.1	38.1	NUM
emaj-102	151	9	)	)	PUNCT
emaj-102	151	10	in	in	ADP
emaj-102	151	11	the	the	DET
emaj-102	151	12	table	table	NOUN
emaj-102	151	13	indicates	indicate	VERB
emaj-102	151	14	that	that	SCONJ
emaj-102	151	15	the	the	DET
emaj-102	151	16	overall	overall	ADJ
emaj-102	151	17	financial	financial	ADJ
emaj-102	151	18	characteristics	characteristic	NOUN
emaj-102	151	19	of	of	ADP
emaj-102	151	20	nafta	nafta	PROPN
emaj-102	151	21	and	and	CCONJ
emaj-102	151	22	latin	latin	ADJ
emaj-102	151	23	american	american	ADJ
emaj-102	151	24	manufacturing	manufacturing	NOUN
emaj-102	151	25	firms	firm	NOUN
emaj-102	151	26	are	be	AUX
emaj-102	151	27	significantly	significantly	ADV
emaj-102	151	28	different	different	ADJ
emaj-102	151	29	at	at	ADP
emaj-102	151	30	the	the	DET
emaj-102	151	31	1percent	1percent	NUM
emaj-102	151	32	level	level	NOUN
emaj-102	151	33	.	.	PUNCT
emaj-102	152	1	table	table	NOUN
emaj-102	152	2	6	6	NUM
emaj-102	152	3	:	:	PUNCT
emaj-102	153	1	manova	manova	PROPN
emaj-102	153	2	statistics	statistics	PROPN
emaj-102	153	3	financial	financial	ADJ
emaj-102	153	4	ratios	ratio	NOUN
emaj-102	153	5	means	mean	VERB
emaj-102	153	6	and	and	CCONJ
emaj-102	153	7	standard	standard	ADJ
emaj-102	153	8	deviations†	deviations†	PROPN
emaj-102	153	9	nafta	nafta	PROPN
emaj-102	153	10	latin	latin	PROPN
emaj-102	153	11	america	america	PROPN
emaj-102	153	12	univariate	univariate	ADJ
emaj-102	153	13	statistics	statistic	NOUN
emaj-102	153	14	f	f	NOUN
emaj-102	153	15	-	-	PUNCT
emaj-102	153	16	value	value	NOUN
emaj-102	153	17	pvalue	pvalue	NOUN
emaj-102	153	18	liquidity	liquidity	NOUN
emaj-102	153	19	ratios	ratio	NOUN
emaj-102	153	20	current	current	ADJ
emaj-102	153	21	ratio	ratio	NOUN
emaj-102	153	22	quick	quick	ADJ
emaj-102	153	23	(	(	PUNCT
emaj-102	153	24	acidtest	acidt	ADJ
emaj-102	153	25	)	)	PUNCT
emaj-102	153	26	ratio	ratio	NOUN
emaj-102	153	27	2.90	2.90	NUM
emaj-102	153	28	(	(	PUNCT
emaj-102	153	29	1.81	1.81	NUM
emaj-102	153	30	)	)	PUNCT
emaj-102	153	31	1.86	1.86	NUM
emaj-102	153	32	(	(	PUNCT
emaj-102	153	33	1.52	1.52	NUM
emaj-102	153	34	)	)	PUNCT
emaj-102	153	35	2.68	2.68	NUM
emaj-102	153	36	(	(	PUNCT
emaj-102	153	37	2.99	2.99	NUM
emaj-102	153	38	)	)	PUNCT
emaj-102	153	39	1.97	1.97	NUM
emaj-102	153	40	(	(	PUNCT
emaj-102	153	41	2.64	2.64	NUM
emaj-102	153	42	)	)	PUNCT
emaj-102	153	43	3.46	3.46	NUM
emaj-102	153	44	*	*	NUM
emaj-102	153	45	1.17	1.17	NUM
emaj-102	153	46	0.06	0.06	NUM
emaj-102	153	47	0.28	0.28	NUM
emaj-102	153	48	asset	asset	NOUN
emaj-102	153	49	management	management	NOUN
emaj-102	153	50	ratios	ratio	NOUN
emaj-102	153	51	average	average	ADJ
emaj-102	153	52	collection	collection	NOUN
emaj-102	153	53	period	period	NOUN
emaj-102	153	54	inventory	inventory	NOUN
emaj-102	153	55	turnover	turnover	NOUN
emaj-102	153	56	fixed	fix	VERB
emaj-102	153	57	assets	asset	NOUN
emaj-102	153	58	turnover	turnover	NOUN
emaj-102	153	59	total	total	ADJ
emaj-102	153	60	assets	asset	NOUN
emaj-102	153	61	turnover	turnover	VERB
emaj-102	153	62	53.55	53.55	NUM
emaj-102	153	63	(	(	PUNCT
emaj-102	153	64	23.63	23.63	NUM
emaj-102	153	65	)	)	PUNCT
emaj-102	153	66	5.57	5.57	NUM
emaj-102	153	67	(	(	PUNCT
emaj-102	153	68	4.32	4.32	NUM
emaj-102	153	69	)	)	PUNCT
emaj-102	153	70	6.94	6.94	NUM
emaj-102	153	71	(	(	PUNCT
emaj-102	153	72	5.36	5.36	NUM
emaj-102	153	73	)	)	PUNCT
emaj-102	153	74	1.04	1.04	NUM
emaj-102	153	75	(	(	PUNCT
emaj-102	153	76	0.51	0.51	NUM
emaj-102	153	77	)	)	PUNCT
emaj-102	153	78	97.01	97.01	NUM
emaj-102	153	79	(	(	PUNCT
emaj-102	153	80	81.18	81.18	NUM
emaj-102	153	81	)	)	PUNCT
emaj-102	153	82	8.07	8.07	NUM
emaj-102	153	83	(	(	PUNCT
emaj-102	153	84	14.5	14.5	NUM
emaj-102	153	85	)	)	PUNCT
emaj-102	153	86	7.57	7.57	NUM
emaj-102	153	87	(	(	PUNCT
emaj-102	153	88	18.43	18.43	NUM
emaj-102	153	89	)	)	PUNCT
emaj-102	153	90	0.86	0.86	NUM
emaj-102	153	91	(	(	PUNCT
emaj-102	153	92	0.53	0.53	NUM
emaj-102	153	93	)	)	PUNCT
emaj-102	153	94	33.07	33.07	NUM
emaj-102	153	95	*	*	PUNCT
emaj-102	153	96	*	*	PUNCT
emaj-102	153	97	*	*	PUNCT
emaj-102	153	98	24.05	24.05	NUM
emaj-102	153	99	*	*	PUNCT
emaj-102	153	100	*	*	PUNCT
emaj-102	153	101	*	*	PUNCT
emaj-102	153	102	0.93	0.93	NUM
emaj-102	153	103	4.99	4.99	NUM
emaj-102	153	104	*	*	PUNCT
emaj-102	153	105	*	*	PUNCT
emaj-102	153	106	*	*	PUNCT
emaj-102	153	107	0.00	0.00	NUM
emaj-102	153	108	0.00	0.00	NUM
emaj-102	153	109	0.33	0.33	NUM
emaj-102	153	110	0.00	0.00	NUM
emaj-102	153	111	financial	financial	ADJ
emaj-102	153	112	leverage	leverage	NOUN
emaj-102	153	113	equity	equity	NOUN
emaj-102	153	114	ratio	ratio	NOUN
emaj-102	153	115	1.77	1.77	NUM
emaj-102	153	116	(	(	PUNCT
emaj-102	153	117	1.94	1.94	NUM
emaj-102	153	118	)	)	PUNCT
emaj-102	153	119	2.4	2.4	NUM
emaj-102	153	120	(	(	PUNCT
emaj-102	153	121	3.66	3.66	NUM
emaj-102	153	122	)	)	PUNCT
emaj-102	153	123	20.01	20.01	NUM
emaj-102	153	124	*	*	PUNCT
emaj-102	153	125	*	*	PUNCT
emaj-102	153	126	*	*	PUNCT
emaj-102	153	127	0.00	0.00	NUM
emaj-102	153	128	profitability	profitability	NOUN
emaj-102	153	129	ratios	ratio	NOUN
emaj-102	153	130	net	net	ADJ
emaj-102	153	131	profit	profit	NOUN
emaj-102	153	132	margin	margin	NOUN
emaj-102	153	133	return	return	NOUN
emaj-102	153	134	on	on	ADP
emaj-102	153	135	assets	asset	NOUN
emaj-102	153	136	return	return	VERB
emaj-102	153	137	on	on	ADP
emaj-102	153	138	equity	equity	NOUN
emaj-102	153	139	5.17	5.17	NUM
emaj-102	153	140	%	%	NOUN
emaj-102	153	141	(	(	PUNCT
emaj-102	153	142	9.28	9.28	NUM
emaj-102	153	143	%	%	NOUN
emaj-102	153	144	)	)	PUNCT
emaj-102	153	145	4.63	4.63	NUM
emaj-102	153	146	%	%	NOUN
emaj-102	153	147	(	(	PUNCT
emaj-102	153	148	7.37	7.37	NUM
emaj-102	153	149	%	%	NOUN
emaj-102	153	150	)	)	PUNCT
emaj-102	153	151	10.69	10.69	NUM
emaj-102	153	152	%	%	NOUN
emaj-102	153	153	(	(	PUNCT
emaj-102	153	154	18.35	18.35	NUM
emaj-102	153	155	%	%	NOUN
emaj-102	153	156	)	)	PUNCT
emaj-102	153	157	4.96	4.96	NUM
emaj-102	153	158	%	%	NOUN
emaj-102	153	159	(	(	PUNCT
emaj-102	153	160	20.58	20.58	NUM
emaj-102	153	161	%	%	NOUN
emaj-102	153	162	)	)	PUNCT
emaj-102	153	163	3.88	3.88	NUM
emaj-102	153	164	%	%	NOUN
emaj-102	153	165	(	(	PUNCT
emaj-102	153	166	9.21	9.21	NUM
emaj-102	153	167	%	%	NOUN
emaj-102	153	168	)	)	PUNCT
emaj-102	153	169	7.52	7.52	NUM
emaj-102	153	170	%	%	NOUN
emaj-102	153	171	(	(	PUNCT
emaj-102	153	172	20.98	20.98	NUM
emaj-102	153	173	%	%	NOUN
emaj-102	153	174	)	)	PUNCT
emaj-102	153	175	0.08	0.08	NUM
emaj-102	153	176	3.54	3.54	NUM
emaj-102	153	177	*	*	PUNCT
emaj-102	153	178	11.23	11.23	NUM
emaj-102	153	179	*	*	PUNCT
emaj-102	153	180	*	*	PUNCT
emaj-102	153	181	*	*	PUNCT
emaj-102	153	182	0.78	0.78	NUM
emaj-102	153	183	0.06	0.06	NUM
emaj-102	153	184	0.00	0.00	NUM
emaj-102	153	185	growth	growth	NOUN
emaj-102	153	186	sales	sale	NOUN
emaj-102	153	187	growth	growth	NOUN
emaj-102	153	188	rate	rate	NOUN
emaj-102	153	189	total	total	NOUN
emaj-102	153	190	5.36	5.36	NUM
emaj-102	153	191	%	%	NOUN
emaj-102	153	192	(	(	PUNCT
emaj-102	153	193	12.32	12.32	NUM
emaj-102	153	194	%	%	NOUN
emaj-102	153	195	)	)	PUNCT
emaj-102	153	196	7.39	7.39	NUM
emaj-102	153	197	%	%	NOUN
emaj-102	153	198	(	(	PUNCT
emaj-102	153	199	13.1	13.1	NUM
emaj-102	153	200	%	%	NOUN
emaj-102	153	201	)	)	PUNCT
emaj-102	153	202	7.67	7.67	NUM
emaj-102	153	203	%	%	NOUN
emaj-102	153	204	(	(	PUNCT
emaj-102	153	205	22.12	22.12	NUM
emaj-102	153	206	%	%	NOUN
emaj-102	153	207	)	)	PUNCT
emaj-102	153	208	11.56	11.56	NUM
emaj-102	153	209	%	%	NOUN
emaj-102	153	210	(	(	PUNCT
emaj-102	153	211	17.85	17.85	NUM
emaj-102	153	212	%	%	NOUN
emaj-102	153	213	)	)	PUNCT
emaj-102	154	1	7.34	7.34	NUM
emaj-102	154	2	*	*	PUNCT
emaj-102	154	3	*	*	PUNCT
emaj-102	154	4	*	*	PUNCT
emaj-102	155	1	30.82	30.82	NUM
emaj-102	155	2	*	*	PUNCT
emaj-102	155	3	*	*	PUNCT
emaj-102	155	4	*	*	PUNCT
emaj-102	155	5	0.01	0.01	NUM
emaj-102	155	6	0.00	0.00	NUM
emaj-102	155	7	assets	asset	NOUN
emaj-102	155	8	growth	growth	NOUN
emaj-102	155	9	rate	rate	NOUN
emaj-102	155	10	multivariate	multivariate	NOUN
emaj-102	155	11	statistics	statistic	NOUN
emaj-102	155	12	:	:	PUNCT
emaj-102	155	13	38.1	38.1	NUM
emaj-102	155	14	*	*	PUNCT
emaj-102	155	15	*	*	PUNCT
emaj-102	155	16	*	*	PUNCT
emaj-102	155	17	0.00	0.00	NUM
emaj-102	155	18	the	the	DET
emaj-102	155	19	multivariate	multivariate	NOUN
emaj-102	155	20	analysis	analysis	NOUN
emaj-102	155	21	of	of	ADP
emaj-102	155	22	variance	variance	NOUN
emaj-102	155	23	(	(	PUNCT
emaj-102	155	24	manova	manova	PROPN
emaj-102	155	25	)	)	PUNCT
emaj-102	155	26	technique	technique	NOUN
emaj-102	155	27	is	be	AUX
emaj-102	155	28	used	use	VERB
emaj-102	155	29	to	to	PART
emaj-102	155	30	compare	compare	VERB
emaj-102	155	31	the	the	DET
emaj-102	155	32	financial	financial	ADJ
emaj-102	155	33	ratios	ratio	NOUN
emaj-102	155	34	of	of	ADP
emaj-102	155	35	nafta	nafta	PROPN
emaj-102	155	36	and	and	CCONJ
emaj-102	155	37	latin	latin	ADJ
emaj-102	155	38	american	american	ADJ
emaj-102	155	39	manufacturing	manufacturing	NOUN
emaj-102	155	40	firms	firm	NOUN
emaj-102	155	41	.	.	PUNCT
emaj-102	156	1	this	this	DET
emaj-102	156	2	table	table	NOUN
emaj-102	156	3	presents	present	VERB
emaj-102	156	4	the	the	DET
emaj-102	156	5	mean	mean	ADJ
emaj-102	156	6	ratios	ratio	NOUN
emaj-102	156	7	of	of	ADP
emaj-102	156	8	nafta	nafta	PROPN
emaj-102	156	9	and	and	CCONJ
emaj-102	156	10	latin	latin	ADJ
emaj-102	156	11	american	american	ADJ
emaj-102	156	12	manufacturing	manufacturing	NOUN
emaj-102	156	13	firms	firm	NOUN
emaj-102	156	14	,	,	PUNCT
emaj-102	156	15	the	the	DET
emaj-102	156	16	standard	standard	ADJ
emaj-102	156	17	deviations	deviation	NOUN
emaj-102	156	18	of	of	ADP
emaj-102	156	19	the	the	DET
emaj-102	156	20	ratios	ratio	NOUN
emaj-102	156	21	,	,	PUNCT
emaj-102	156	22	and	and	CCONJ
emaj-102	156	23	the	the	DET
emaj-102	156	24	univariate	univariate	ADJ
emaj-102	156	25	and	and	CCONJ
emaj-102	156	26	multivariate	multivariate	NOUN
emaj-102	156	27	test	test	NOUN
emaj-102	156	28	statistics	statistic	NOUN
emaj-102	156	29	.	.	PUNCT
emaj-102	157	1	†	†	PROPN
emaj-102	158	1	the	the	DET
emaj-102	158	2	figures	figure	NOUN
emaj-102	158	3	in	in	ADP
emaj-102	158	4	parentheses	parenthesis	NOUN
emaj-102	158	5	are	be	AUX
emaj-102	158	6	the	the	DET
emaj-102	158	7	standard	standard	ADJ
emaj-102	158	8	deviations	deviation	NOUN
emaj-102	158	9	.	.	PUNCT
emaj-102	159	1	*	*	PUNCT
emaj-102	160	1	*	*	PUNCT
emaj-102	160	2	*	*	PUNCT
emaj-102	160	3	,	,	PUNCT
emaj-102	160	4	*	*	PUNCT
emaj-102	160	5	*	*	PUNCT
emaj-102	160	6	,	,	PUNCT
emaj-102	160	7	*	*	PUNCT
emaj-102	160	8	indicate	indicate	VERB
emaj-102	160	9	that	that	SCONJ
emaj-102	160	10	the	the	DET
emaj-102	160	11	difference	difference	NOUN
emaj-102	160	12	is	be	AUX
emaj-102	160	13	significant	significant	ADJ
emaj-102	160	14	at	at	ADP
emaj-102	160	15	the	the	DET
emaj-102	160	16	1	1	NUM
emaj-102	160	17	-	-	PUNCT
emaj-102	160	18	percent	percent	NOUN
emaj-102	160	19	,	,	PUNCT
emaj-102	160	20	5	5	NUM
emaj-102	160	21	-	-	PUNCT
emaj-102	160	22	percent	percent	NOUN
emaj-102	160	23	,	,	PUNCT
emaj-102	160	24	and	and	CCONJ
emaj-102	160	25	10	10	NUM
emaj-102	160	26	-	-	PUNCT
emaj-102	160	27	percent	percent	NOUN
emaj-102	160	28	levels	level	NOUN
emaj-102	160	29	,	,	PUNCT
emaj-102	160	30	respectively	respectively	ADV
emaj-102	160	31	.	.	PUNCT
emaj-102	161	1	liquidity	liquidity	NOUN
emaj-102	161	2	the	the	DET
emaj-102	161	3	univariate	univariate	ADJ
emaj-102	161	4	f	f	PROPN
emaj-102	161	5	value	value	NOUN
emaj-102	161	6	statistic	statistic	NOUN
emaj-102	161	7	(	(	PUNCT
emaj-102	161	8	3.46	3.46	NUM
emaj-102	161	9	)	)	PUNCT
emaj-102	161	10	in	in	ADP
emaj-102	161	11	table	table	NOUN
emaj-102	161	12	6	6	NUM
emaj-102	161	13	indicates	indicate	VERB
emaj-102	161	14	that	that	SCONJ
emaj-102	161	15	the	the	DET
emaj-102	161	16	mean	mean	ADJ
emaj-102	161	17	current	current	ADJ
emaj-102	161	18	ratio	ratio	NOUN
emaj-102	161	19	of	of	ADP
emaj-102	161	20	nafta	nafta	PROPN
emaj-102	161	21	manufacturing	manufacturing	NOUN
emaj-102	161	22	firms	firm	NOUN
emaj-102	161	23	is	be	AUX
emaj-102	161	24	significantly	significantly	ADV
emaj-102	161	25	higher	high	ADJ
emaj-102	161	26	than	than	ADP
emaj-102	161	27	the	the	DET
emaj-102	161	28	mean	mean	ADJ
emaj-102	161	29	current	current	ADJ
emaj-102	161	30	ratio	ratio	NOUN
emaj-102	161	31	of	of	ADP
emaj-102	161	32	latin	latin	ADJ
emaj-102	161	33	american	american	ADJ
emaj-102	161	34	manufacturing	manufacturing	NOUN
emaj-102	161	35	firms	firm	NOUN
emaj-102	161	36	(	(	PUNCT
emaj-102	161	37	2.9	2.9	NUM
emaj-102	161	38	vs.	vs.	ADP
emaj-102	161	39	2.68	2.68	NUM
emaj-102	161	40	,	,	PUNCT
emaj-102	161	41	respectively	respectively	ADV
emaj-102	161	42	)	)	PUNCT
emaj-102	161	43	at	at	ADP
emaj-102	161	44	the	the	DET
emaj-102	161	45	10	10	NUM
emaj-102	161	46	-	-	PUNCT
emaj-102	161	47	percent	percent	NOUN
emaj-102	161	48	level	level	NOUN
emaj-102	161	49	.	.	PUNCT
emaj-102	162	1	however	however	ADV
emaj-102	162	2	,	,	PUNCT
emaj-102	162	3	the	the	DET
emaj-102	162	4	mean	mean	ADJ
emaj-102	162	5	quick	quick	ADJ
emaj-102	162	6	(	(	PUNCT
emaj-102	162	7	acid	acid	NOUN
emaj-102	162	8	-	-	PUNCT
emaj-102	162	9	test	test	NOUN
emaj-102	162	10	)	)	PUNCT
emaj-102	162	11	ratios	ratio	NOUN
emaj-102	162	12	of	of	ADP
emaj-102	162	13	nafta	nafta	PROPN
emaj-102	162	14	and	and	CCONJ
emaj-102	162	15	latin	latin	ADJ
emaj-102	162	16	american	american	ADJ
emaj-102	162	17	manufacturing	manufacturing	NOUN
emaj-102	162	18	firms	firm	NOUN
emaj-102	162	19	(	(	PUNCT
emaj-102	162	20	1.86	1.86	NUM
emaj-102	162	21	vs.	vs.	ADP
emaj-102	162	22	1.97	1.97	NUM
emaj-102	162	23	,	,	PUNCT
emaj-102	162	24	respectively	respectively	ADV
emaj-102	162	25	)	)	PUNCT
emaj-102	162	26	are	be	AUX
emaj-102	162	27	not	not	PART
emaj-102	162	28	significantly	significantly	ADV
emaj-102	162	29	different	different	ADJ
emaj-102	162	30	.	.	PUNCT
emaj-102	163	1	this	this	DET
emaj-102	163	2	result	result	NOUN
emaj-102	163	3	implies	imply	VERB
emaj-102	163	4	that	that	SCONJ
emaj-102	163	5	nafta	nafta	PROPN
emaj-102	163	6	firms	firm	NOUN
emaj-102	163	7	have	have	VERB
emaj-102	163	8	a	a	DET
emaj-102	163	9	higher	high	ADJ
emaj-102	163	10	inventory	inventory	NOUN
emaj-102	163	11	level	level	NOUN
emaj-102	163	12	that	that	PRON
emaj-102	163	13	makes	make	VERB
emaj-102	163	14	the	the	DET
emaj-102	163	15	mean	mean	ADJ
emaj-102	163	16	current	current	ADJ
emaj-102	163	17	ratio	ratio	NOUN
emaj-102	163	18	of	of	ADP
emaj-102	163	19	nafta	nafta	PROPN
emaj-102	163	20	manufacturing	manufacturing	NOUN
emaj-102	163	21	firms	firm	NOUN
emaj-102	163	22	to	to	PART
emaj-102	163	23	be	be	AUX
emaj-102	163	24	significantly	significantly	ADV
emaj-102	163	25	higher	high	ADJ
emaj-102	163	26	than	than	ADP
emaj-102	163	27	that	that	PRON
emaj-102	163	28	for	for	ADP
emaj-102	163	29	latin	latin	ADJ
emaj-102	163	30	american	american	ADJ
emaj-102	163	31	manufacturing	manufacturing	NOUN
emaj-102	163	32	firms	firm	NOUN
emaj-102	163	33	(	(	PUNCT
emaj-102	163	34	i.e.	i.e.	X
emaj-102	163	35	,	,	PUNCT
emaj-102	163	36	the	the	DET
emaj-102	163	37	higher	high	ADJ
emaj-102	163	38	liquidity	liquidity	NOUN
emaj-102	163	39	level	level	NOUN
emaj-102	163	40	of	of	ADP
emaj-102	163	41	nafta	nafta	PROPN
emaj-102	163	42	manufacturing	manufacturing	NOUN
emaj-102	163	43	firms	firm	NOUN
emaj-102	163	44	,	,	PUNCT
emaj-102	163	45	as	as	SCONJ
emaj-102	163	46	measured	measure	VERB
emaj-102	163	47	by	by	ADP
emaj-102	163	48	the	the	DET
emaj-102	163	49	current	current	ADJ
emaj-102	163	50	ratio	ratio	NOUN
emaj-102	163	51	,	,	PUNCT
emaj-102	163	52	is	be	AUX
emaj-102	163	53	mainly	mainly	ADV
emaj-102	163	54	due	due	ADJ
emaj-102	163	55	to	to	ADP
emaj-102	163	56	nafta	nafta	PROPN
emaj-102	163	57	manufacturing	manufacturing	NOUN
emaj-102	163	58	firms	firm	NOUN
emaj-102	163	59	carrying	carry	VERB
emaj-102	163	60	higher	high	ADJ
emaj-102	163	61	inventory	inventory	NOUN
emaj-102	163	62	levels	level	NOUN
emaj-102	163	63	compared	compare	VERB
emaj-102	163	64	with	with	ADP
emaj-102	163	65	latin	latin	ADJ
emaj-102	163	66	american	american	ADJ
emaj-102	163	67	manufacturing	manufacturing	NOUN
emaj-102	163	68	firms	firm	NOUN
emaj-102	163	69	)	)	PUNCT
emaj-102	163	70	.	.	PUNCT
emaj-102	164	1	asset	asset	NOUN
emaj-102	164	2	management	management	NOUN
emaj-102	164	3	the	the	DET
emaj-102	164	4	univariate	univariate	ADJ
emaj-102	164	5	f	f	PROPN
emaj-102	164	6	value	value	NOUN
emaj-102	164	7	statistic	statistic	NOUN
emaj-102	164	8	(	(	PUNCT
emaj-102	164	9	33.07	33.07	NUM
emaj-102	164	10	)	)	PUNCT
emaj-102	164	11	in	in	ADP
emaj-102	164	12	table	table	NOUN
emaj-102	164	13	6	6	NUM
emaj-102	164	14	indicates	indicate	VERB
emaj-102	164	15	that	that	SCONJ
emaj-102	164	16	the	the	DET
emaj-102	164	17	average	average	ADJ
emaj-102	164	18	collection	collection	NOUN
emaj-102	164	19	period	period	NOUN
emaj-102	164	20	is	be	AUX
emaj-102	164	21	significantly	significantly	ADV
emaj-102	164	22	shorter	short	ADJ
emaj-102	164	23	in	in	ADP
emaj-102	164	24	nafta	nafta	PROPN
emaj-102	164	25	manufacturing	manufacturing	NOUN
emaj-102	164	26	firms	firm	NOUN
emaj-102	164	27	(	(	PUNCT
emaj-102	164	28	53.55	53.55	NUM
emaj-102	164	29	days	day	NOUN
emaj-102	164	30	)	)	PUNCT
emaj-102	164	31	than	than	ADP
emaj-102	164	32	in	in	ADP
emaj-102	164	33	latin	latin	ADJ
emaj-102	164	34	american	american	ADJ
emaj-102	164	35	manufacturing	manufacturing	NOUN
emaj-102	164	36	firms	firm	NOUN
emaj-102	164	37	(	(	PUNCT
emaj-102	164	38	97.01	97.01	NUM
emaj-102	164	39	days	day	NOUN
emaj-102	164	40	)	)	PUNCT
emaj-102	164	41	at	at	ADP
emaj-102	164	42	the	the	DET
emaj-102	164	43	1	1	NUM
emaj-102	164	44	-	-	PUNCT
emaj-102	164	45	percent	percent	NOUN
emaj-102	164	46	level	level	NOUN
emaj-102	164	47	(	(	PUNCT
emaj-102	164	48	i.e.	i.e.	X
emaj-102	164	49	,	,	PUNCT
emaj-102	164	50	nafta	nafta	PROPN
emaj-102	164	51	manufacturing	manufacturing	NOUN
emaj-102	164	52	firms	firm	NOUN
emaj-102	164	53	are	be	AUX
emaj-102	164	54	significantly	significantly	ADV
emaj-102	164	55	more	more	ADV
emaj-102	164	56	efficient	efficient	ADJ
emaj-102	164	57	in	in	ADP
emaj-102	164	58	managing	manage	VERB
emaj-102	164	59	and	and	CCONJ
emaj-102	164	60	collecting	collect	VERB
emaj-102	164	61	their	their	PRON
emaj-102	164	62	accounts	account	NOUN
emaj-102	164	63	receivable	receivable	ADJ
emaj-102	164	64	compared	compare	VERB
emaj-102	164	65	with	with	ADP
emaj-102	164	66	latin	latin	ADJ
emaj-102	164	67	american	american	ADJ
emaj-102	164	68	manufacturing	manufacturing	NOUN
emaj-102	164	69	firms	firm	NOUN
emaj-102	164	70	)	)	PUNCT
emaj-102	164	71	.	.	PUNCT
emaj-102	165	1	the	the	DET
emaj-102	165	2	univariate	univariate	ADJ
emaj-102	165	3	f	f	PROPN
emaj-102	165	4	value	value	NOUN
emaj-102	165	5	statistic	statistic	NOUN
emaj-102	165	6	(	(	PUNCT
emaj-102	165	7	24.05	24.05	NUM
emaj-102	165	8	)	)	PUNCT
emaj-102	165	9	indicates	indicate	VERB
emaj-102	165	10	that	that	SCONJ
emaj-102	165	11	inventory	inventory	NOUN
emaj-102	165	12	turnover	turnover	NOUN
emaj-102	165	13	is	be	AUX
emaj-102	165	14	significantly	significantly	ADV
emaj-102	165	15	higher	high	ADJ
emaj-102	165	16	in	in	ADP
emaj-102	165	17	latin	latin	ADJ
emaj-102	165	18	american	american	ADJ
emaj-102	165	19	manufacturing	manufacturing	NOUN
emaj-102	165	20	firms	firm	NOUN
emaj-102	165	21	(	(	PUNCT
emaj-102	165	22	8.07	8.07	NUM
emaj-102	165	23	)	)	PUNCT
emaj-102	165	24	than	than	ADP
emaj-102	165	25	in	in	ADP
emaj-102	165	26	nafta	nafta	PROPN
emaj-102	165	27	manufacturing	manufacturing	NOUN
emaj-102	165	28	firms	firm	NOUN
emaj-102	165	29	(	(	PUNCT
emaj-102	165	30	5.57	5.57	NUM
emaj-102	165	31	)	)	PUNCT
emaj-102	165	32	at	at	ADP
emaj-102	165	33	the	the	DET
emaj-102	165	34	1	1	NUM
emaj-102	165	35	-	-	PUNCT
emaj-102	165	36	percent	percent	NOUN
emaj-102	165	37	level	level	NOUN
emaj-102	165	38	.	.	PUNCT
emaj-102	166	1	this	this	PRON
emaj-102	166	2	indicates	indicate	VERB
emaj-102	166	3	that	that	SCONJ
emaj-102	166	4	latin	latin	ADJ
emaj-102	166	5	american	american	ADJ
emaj-102	166	6	manufacturing	manufacturing	NOUN
emaj-102	166	7	firms	firm	NOUN
emaj-102	166	8	are	be	AUX
emaj-102	166	9	more	more	ADV
emaj-102	166	10	efficient	efficient	ADJ
emaj-102	166	11	in	in	ADP
emaj-102	166	12	managing	manage	VERB
emaj-102	166	13	their	their	PRON
emaj-102	166	14	inventories	inventory	NOUN
emaj-102	166	15	compared	compare	VERB
emaj-102	166	16	with	with	ADP
emaj-102	166	17	nafta	nafta	PROPN
emaj-102	166	18	manufacturing	manufacturing	NOUN
emaj-102	166	19	firms	firm	NOUN
emaj-102	166	20	.	.	PUNCT
emaj-102	167	1	as	as	SCONJ
emaj-102	167	2	we	we	PRON
emaj-102	167	3	concluded	conclude	VERB
emaj-102	167	4	when	when	SCONJ
emaj-102	167	5	comparing	compare	VERB
emaj-102	167	6	the	the	DET
emaj-102	167	7	current	current	ADJ
emaj-102	167	8	and	and	CCONJ
emaj-102	167	9	quick	quick	ADJ
emaj-102	167	10	(	(	PUNCT
emaj-102	167	11	acidtest	acidt	ADJ
emaj-102	167	12	)	)	PUNCT
emaj-102	167	13	ratios	ratio	NOUN
emaj-102	167	14	above	above	ADV
emaj-102	167	15	,	,	PUNCT
emaj-102	167	16	this	this	DET
emaj-102	167	17	result	result	NOUN
emaj-102	167	18	also	also	ADV
emaj-102	167	19	implies	imply	VERB
emaj-102	167	20	that	that	SCONJ
emaj-102	167	21	nafta	nafta	PROPN
emaj-102	167	22	manufacturing	manufacturing	NOUN
emaj-102	167	23	firms	firm	NOUN
emaj-102	167	24	tend	tend	VERB
emaj-102	167	25	to	to	PART
emaj-102	167	26	carry	carry	VERB
emaj-102	167	27	significantly	significantly	ADV
emaj-102	167	28	higher	high	ADJ
emaj-102	167	29	levels	level	NOUN
emaj-102	167	30	of	of	ADP
emaj-102	167	31	inventories	inventory	NOUN
emaj-102	167	32	compared	compare	VERB
emaj-102	167	33	to	to	ADP
emaj-102	167	34	latin	latin	ADJ
emaj-102	167	35	american	american	ADJ
emaj-102	167	36	manufacturing	manufacturing	NOUN
emaj-102	167	37	firms	firm	NOUN
emaj-102	167	38	.	.	PUNCT
emaj-102	168	1	the	the	DET
emaj-102	168	2	fixed	fix	VERB
emaj-102	168	3	assets	asset	NOUN
emaj-102	168	4	turnover	turnover	NOUN
emaj-102	168	5	ratios	ratio	NOUN
emaj-102	168	6	of	of	ADP
emaj-102	168	7	nafta	nafta	PROPN
emaj-102	168	8	and	and	CCONJ
emaj-102	168	9	latin	latin	ADJ
emaj-102	168	10	american	american	ADJ
emaj-102	168	11	manufacturing	manufacturing	NOUN
emaj-102	168	12	firms	firm	NOUN
emaj-102	168	13	are	be	AUX
emaj-102	168	14	not	not	PART
emaj-102	168	15	significantly	significantly	ADV
emaj-102	168	16	volume	volume	VERB
emaj-102	168	17	6	6	NUM
emaj-102	168	18	no	no	DET
emaj-102	168	19	2	2	NUM
emaj-102	168	20	(	(	PUNCT
emaj-102	168	21	2016	2016	NUM
emaj-102	168	22	)	)	PUNCT
emaj-102	168	23	|	|	ADV
emaj-102	168	24	issn	issn	VERB
emaj-102	168	25	2158	2158	NUM
emaj-102	168	26	-	-	SYM
emaj-102	168	27	8708	8708	NUM
emaj-102	168	28	(	(	PUNCT
emaj-102	168	29	online	online	NOUN
emaj-102	168	30	)	)	PUNCT
emaj-102	168	31	|	|	ADV
emaj-102	168	32	doi	doi	X
emaj-102	168	33	10.5195	10.5195	NUM
emaj-102	168	34	/	/	SYM
emaj-102	168	35	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	168	36	|	|	ADV
emaj-102	168	37	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	168	38	a	a	DET
emaj-102	168	39	comparison	comparison	NOUN
emaj-102	168	40	of	of	ADP
emaj-102	168	41	the	the	DET
emaj-102	168	42	financial	financial	ADJ
emaj-102	168	43	characteristics	characteristic	NOUN
emaj-102	168	44	of	of	ADP
emaj-102	168	45	nafta	nafta	PROPN
emaj-102	168	46	and	and	CCONJ
emaj-102	168	47	latin	latin	ADJ
emaj-102	168	48	american	american	ADJ
emaj-102	168	49	manufacturing	manufacturing	NOUN
emaj-102	168	50	firms	firm	NOUN
emaj-102	168	51	page	page	VERB
emaj-102	168	52	|28|	|28|	NOUN
emaj-102	168	53	emerging	emerge	VERB
emaj-102	168	54	markets	market	NOUN
emaj-102	168	55	journal	journal	NOUN
emaj-102	168	56	different	different	ADJ
emaj-102	168	57	.	.	PUNCT
emaj-102	169	1	however	however	ADV
emaj-102	169	2	,	,	PUNCT
emaj-102	169	3	the	the	DET
emaj-102	169	4	univariate	univariate	ADJ
emaj-102	169	5	f	f	PROPN
emaj-102	169	6	value	value	NOUN
emaj-102	169	7	statistic	statistic	NOUN
emaj-102	169	8	(	(	PUNCT
emaj-102	169	9	4.99	4.99	NUM
emaj-102	169	10	)	)	PUNCT
emaj-102	169	11	indicates	indicate	VERB
emaj-102	169	12	that	that	SCONJ
emaj-102	169	13	the	the	DET
emaj-102	169	14	mean	mean	ADJ
emaj-102	169	15	total	total	ADJ
emaj-102	169	16	assets	asset	NOUN
emaj-102	169	17	turnover	turnover	NOUN
emaj-102	169	18	ratio	ratio	NOUN
emaj-102	169	19	of	of	ADP
emaj-102	169	20	nafta	nafta	PROPN
emaj-102	169	21	manufacturing	manufacturing	NOUN
emaj-102	169	22	firms	firm	NOUN
emaj-102	169	23	is	be	AUX
emaj-102	169	24	significantly	significantly	ADV
emaj-102	169	25	higher	high	ADJ
emaj-102	169	26	compared	compare	VERB
emaj-102	169	27	with	with	ADP
emaj-102	169	28	the	the	DET
emaj-102	169	29	mean	mean	ADJ
emaj-102	169	30	total	total	ADJ
emaj-102	169	31	assets	asset	NOUN
emaj-102	169	32	turnover	turnover	NOUN
emaj-102	169	33	ratio	ratio	NOUN
emaj-102	169	34	of	of	ADP
emaj-102	169	35	latin	latin	ADJ
emaj-102	169	36	american	american	ADJ
emaj-102	169	37	manufacturing	manufacturing	NOUN
emaj-102	169	38	firms	firm	NOUN
emaj-102	169	39	(	(	PUNCT
emaj-102	169	40	1.04	1.04	NUM
emaj-102	169	41	vs.	vs.	ADP
emaj-102	169	42	0.86	0.86	NUM
emaj-102	169	43	,	,	PUNCT
emaj-102	169	44	respectively	respectively	ADV
emaj-102	169	45	)	)	PUNCT
emaj-102	169	46	at	at	ADP
emaj-102	169	47	the	the	DET
emaj-102	169	48	1	1	NUM
emaj-102	169	49	-	-	PUNCT
emaj-102	169	50	percent	percent	NOUN
emaj-102	169	51	level	level	NOUN
emaj-102	169	52	.	.	PUNCT
emaj-102	170	1	this	this	PRON
emaj-102	170	2	implies	imply	VERB
emaj-102	170	3	a	a	DET
emaj-102	170	4	more	more	ADV
emaj-102	170	5	efficient	efficient	ADJ
emaj-102	170	6	total	total	ADJ
emaj-102	170	7	assets	asset	NOUN
emaj-102	170	8	management	management	NOUN
emaj-102	170	9	in	in	ADP
emaj-102	170	10	nafta	nafta	PROPN
emaj-102	170	11	manufacturing	manufacturing	NOUN
emaj-102	170	12	firms	firm	NOUN
emaj-102	170	13	than	than	ADP
emaj-102	170	14	in	in	ADP
emaj-102	170	15	latin	latin	ADJ
emaj-102	170	16	american	american	ADJ
emaj-102	170	17	manufacturing	manufacturing	NOUN
emaj-102	170	18	firms	firm	NOUN
emaj-102	170	19	.	.	PUNCT
emaj-102	171	1	nafta	nafta	PROPN
emaj-102	171	2	manufacturing	manufacturing	NOUN
emaj-102	171	3	firms	firm	NOUN
emaj-102	171	4	are	be	AUX
emaj-102	171	5	able	able	ADJ
emaj-102	171	6	to	to	PART
emaj-102	171	7	generate	generate	VERB
emaj-102	171	8	a	a	DET
emaj-102	171	9	larger	large	ADJ
emaj-102	171	10	amount	amount	NOUN
emaj-102	171	11	of	of	ADP
emaj-102	171	12	sales	sale	NOUN
emaj-102	171	13	per	per	ADP
emaj-102	171	14	dollar	dollar	NOUN
emaj-102	171	15	invested	invest	VERB
emaj-102	171	16	in	in	ADP
emaj-102	171	17	total	total	ADJ
emaj-102	171	18	assets	asset	NOUN
emaj-102	171	19	compared	compare	VERB
emaj-102	171	20	with	with	ADP
emaj-102	171	21	latin	latin	ADJ
emaj-102	171	22	american	american	ADJ
emaj-102	171	23	manufacturing	manufacturing	NOUN
emaj-102	171	24	firms	firm	NOUN
emaj-102	171	25	.	.	PUNCT
emaj-102	172	1	financial	financial	ADJ
emaj-102	172	2	leverage	leverage	NOUN
emaj-102	172	3	the	the	DET
emaj-102	172	4	univariate	univariate	ADJ
emaj-102	172	5	f	f	PROPN
emaj-102	172	6	value	value	NOUN
emaj-102	172	7	statistic	statistic	NOUN
emaj-102	172	8	(	(	PUNCT
emaj-102	172	9	20.01	20.01	NUM
emaj-102	172	10	)	)	PUNCT
emaj-102	172	11	in	in	ADP
emaj-102	172	12	table	table	NOUN
emaj-102	172	13	6	6	NUM
emaj-102	172	14	indicates	indicate	VERB
emaj-102	172	15	that	that	SCONJ
emaj-102	172	16	the	the	DET
emaj-102	172	17	equity	equity	NOUN
emaj-102	172	18	ratio	ratio	NOUN
emaj-102	172	19	(	(	PUNCT
emaj-102	172	20	common	common	ADJ
emaj-102	172	21	equity	equity	NOUN
emaj-102	172	22	/	/	SYM
emaj-102	172	23	total	total	ADJ
emaj-102	172	24	liabilities	liability	NOUN
emaj-102	172	25	)	)	PUNCT
emaj-102	172	26	is	be	AUX
emaj-102	172	27	significantly	significantly	ADV
emaj-102	172	28	higher	high	ADJ
emaj-102	172	29	in	in	ADP
emaj-102	172	30	latin	latin	ADJ
emaj-102	172	31	american	american	ADJ
emaj-102	172	32	manufacturing	manufacturing	NOUN
emaj-102	172	33	firms	firm	NOUN
emaj-102	172	34	(	(	PUNCT
emaj-102	172	35	2.4	2.4	NUM
emaj-102	172	36	)	)	PUNCT
emaj-102	172	37	than	than	ADP
emaj-102	172	38	in	in	ADP
emaj-102	172	39	nafta	nafta	PROPN
emaj-102	172	40	manufacturing	manufacturing	NOUN
emaj-102	172	41	firms	firm	NOUN
emaj-102	172	42	(	(	PUNCT
emaj-102	172	43	1.77	1.77	NUM
emaj-102	172	44	)	)	PUNCT
emaj-102	172	45	at	at	ADP
emaj-102	172	46	the	the	DET
emaj-102	172	47	1	1	NUM
emaj-102	172	48	-	-	PUNCT
emaj-102	172	49	percent	percent	NOUN
emaj-102	172	50	level	level	NOUN
emaj-102	172	51	(	(	PUNCT
emaj-102	172	52	i.e.	i.e.	X
emaj-102	172	53	,	,	PUNCT
emaj-102	172	54	latin	latin	ADJ
emaj-102	172	55	american	american	ADJ
emaj-102	172	56	manufacturing	manufacturing	NOUN
emaj-102	172	57	firms	firm	NOUN
emaj-102	172	58	use	use	VERB
emaj-102	172	59	more	more	ADJ
emaj-102	172	60	equity	equity	NOUN
emaj-102	172	61	financing	financing	NOUN
emaj-102	172	62	and	and	CCONJ
emaj-102	172	63	less	less	ADJ
emaj-102	172	64	debt	debt	NOUN
emaj-102	172	65	financing	financing	NOUN
emaj-102	172	66	compared	compare	VERB
emaj-102	172	67	with	with	ADP
emaj-102	172	68	nafta	nafta	PROPN
emaj-102	172	69	manufacturing	manufacturing	NOUN
emaj-102	172	70	firms	firm	NOUN
emaj-102	172	71	)	)	PUNCT
emaj-102	172	72	.	.	PUNCT
emaj-102	173	1	this	this	PRON
emaj-102	173	2	implies	imply	VERB
emaj-102	173	3	that	that	SCONJ
emaj-102	173	4	latin	latin	ADJ
emaj-102	173	5	american	american	ADJ
emaj-102	173	6	manufacturing	manufacturing	NOUN
emaj-102	173	7	firms	firm	NOUN
emaj-102	173	8	less	less	ADJ
emaj-102	173	9	financial	financial	ADJ
emaj-102	173	10	risk	risk	NOUN
emaj-102	173	11	compared	compare	VERB
emaj-102	173	12	with	with	ADP
emaj-102	173	13	nafta	nafta	PROPN
emaj-102	173	14	manufacturing	manufacturing	NOUN
emaj-102	173	15	firms	firm	NOUN
emaj-102	173	16	.	.	PUNCT
emaj-102	174	1	profitability	profitability	NOUN
emaj-102	174	2	net	net	ADJ
emaj-102	174	3	profit	profit	NOUN
emaj-102	174	4	margin	margin	NOUN
emaj-102	174	5	is	be	AUX
emaj-102	174	6	not	not	PART
emaj-102	174	7	significantly	significantly	ADV
emaj-102	174	8	different	different	ADJ
emaj-102	174	9	in	in	ADP
emaj-102	174	10	nafta	nafta	PROPN
emaj-102	174	11	and	and	CCONJ
emaj-102	174	12	latin	latin	ADJ
emaj-102	174	13	american	american	ADJ
emaj-102	174	14	manufacturing	manufacturing	NOUN
emaj-102	174	15	firms	firm	NOUN
emaj-102	174	16	.	.	PUNCT
emaj-102	175	1	this	this	PRON
emaj-102	175	2	implies	imply	VERB
emaj-102	175	3	no	no	DET
emaj-102	175	4	significant	significant	ADJ
emaj-102	175	5	difference	difference	NOUN
emaj-102	175	6	in	in	ADP
emaj-102	175	7	product	product	NOUN
emaj-102	175	8	pricing	pricing	NOUN
emaj-102	175	9	and	and	CCONJ
emaj-102	175	10	manufacturing	manufacturing	NOUN
emaj-102	175	11	costs	cost	NOUN
emaj-102	175	12	of	of	ADP
emaj-102	175	13	nafta	nafta	PROPN
emaj-102	175	14	and	and	CCONJ
emaj-102	175	15	latin	latin	ADJ
emaj-102	175	16	american	american	ADJ
emaj-102	175	17	manufacturing	manufacturing	NOUN
emaj-102	175	18	firms	firm	NOUN
emaj-102	175	19	.	.	PUNCT
emaj-102	176	1	however	however	ADV
emaj-102	176	2	,	,	PUNCT
emaj-102	176	3	the	the	DET
emaj-102	176	4	univariate	univariate	ADJ
emaj-102	176	5	f	f	PROPN
emaj-102	176	6	value	value	NOUN
emaj-102	176	7	statistic	statistic	NOUN
emaj-102	176	8	(	(	PUNCT
emaj-102	176	9	3.54	3.54	NUM
emaj-102	176	10	)	)	PUNCT
emaj-102	176	11	in	in	ADP
emaj-102	176	12	table	table	NOUN
emaj-102	176	13	6	6	NUM
emaj-102	176	14	indicates	indicate	VERB
emaj-102	176	15	that	that	SCONJ
emaj-102	176	16	the	the	DET
emaj-102	176	17	mean	mean	ADJ
emaj-102	176	18	return	return	NOUN
emaj-102	176	19	on	on	ADP
emaj-102	176	20	assets	asset	NOUN
emaj-102	176	21	is	be	AUX
emaj-102	176	22	significantly	significantly	ADV
emaj-102	176	23	higher	high	ADJ
emaj-102	176	24	in	in	ADP
emaj-102	176	25	nafta	nafta	PROPN
emaj-102	176	26	manufacturing	manufacturing	NOUN
emaj-102	176	27	firms	firm	NOUN
emaj-102	176	28	than	than	ADP
emaj-102	176	29	in	in	ADP
emaj-102	176	30	latin	latin	ADJ
emaj-102	176	31	american	american	ADJ
emaj-102	176	32	manufacturing	manufacturing	NOUN
emaj-102	176	33	firms	firm	NOUN
emaj-102	176	34	(	(	PUNCT
emaj-102	176	35	4.63	4.63	NUM
emaj-102	176	36	%	%	NOUN
emaj-102	176	37	vs.	vs.	ADP
emaj-102	176	38	3.88	3.88	NUM
emaj-102	176	39	%	%	NOUN
emaj-102	176	40	,	,	PUNCT
emaj-102	176	41	respectively	respectively	ADV
emaj-102	176	42	)	)	PUNCT
emaj-102	176	43	at	at	ADP
emaj-102	176	44	the	the	DET
emaj-102	176	45	10	10	NUM
emaj-102	176	46	-	-	PUNCT
emaj-102	176	47	percent	percent	NOUN
emaj-102	176	48	level	level	NOUN
emaj-102	176	49	.	.	PUNCT
emaj-102	177	1	according	accord	VERB
emaj-102	177	2	to	to	ADP
emaj-102	177	3	well	well	ADV
emaj-102	177	4	-	-	PUNCT
emaj-102	177	5	known	know	VERB
emaj-102	177	6	dupont	dupont	NOUN
emaj-102	177	7	system	system	NOUN
emaj-102	177	8	,	,	PUNCT
emaj-102	177	9	this	this	PRON
emaj-102	177	10	is	be	AUX
emaj-102	177	11	mainly	mainly	ADV
emaj-102	177	12	due	due	ADJ
emaj-102	177	13	to	to	ADP
emaj-102	177	14	nafta	nafta	PROPN
emaj-102	177	15	firms	firm	NOUN
emaj-102	177	16	being	be	AUX
emaj-102	177	17	able	able	ADJ
emaj-102	177	18	to	to	PART
emaj-102	177	19	achieve	achieve	VERB
emaj-102	177	20	a	a	DET
emaj-102	177	21	higher	high	ADJ
emaj-102	177	22	total	total	ADJ
emaj-102	177	23	assets	asset	NOUN
emaj-102	177	24	turnover	turnover	NOUN
emaj-102	177	25	compared	compare	VERB
emaj-102	177	26	with	with	ADP
emaj-102	177	27	latin	latin	ADJ
emaj-102	177	28	american	american	ADJ
emaj-102	177	29	manufacturing	manufacturing	NOUN
emaj-102	177	30	firms	firm	NOUN
emaj-102	177	31	.	.	PUNCT
emaj-102	178	1	the	the	DET
emaj-102	178	2	univariate	univariate	ADJ
emaj-102	178	3	f	f	PROPN
emaj-102	178	4	value	value	NOUN
emaj-102	178	5	statistic	statistic	NOUN
emaj-102	178	6	(	(	PUNCT
emaj-102	178	7	11.23	11.23	NUM
emaj-102	178	8	)	)	PUNCT
emaj-102	178	9	indicates	indicate	VERB
emaj-102	178	10	that	that	SCONJ
emaj-102	178	11	the	the	DET
emaj-102	178	12	mean	mean	ADJ
emaj-102	178	13	return	return	NOUN
emaj-102	178	14	on	on	ADP
emaj-102	178	15	equity	equity	NOUN
emaj-102	178	16	is	be	AUX
emaj-102	178	17	significantly	significantly	ADV
emaj-102	178	18	higher	high	ADJ
emaj-102	178	19	in	in	ADP
emaj-102	178	20	nafta	nafta	PROPN
emaj-102	178	21	manufacturing	manufacturing	NOUN
emaj-102	178	22	firms	firm	NOUN
emaj-102	178	23	than	than	ADP
emaj-102	178	24	in	in	ADP
emaj-102	178	25	latin	latin	ADJ
emaj-102	178	26	american	american	ADJ
emaj-102	178	27	manufacturing	manufacturing	NOUN
emaj-102	178	28	firms	firm	NOUN
emaj-102	178	29	(	(	PUNCT
emaj-102	178	30	10.69	10.69	NUM
emaj-102	178	31	%	%	NOUN
emaj-102	178	32	vs.	vs.	ADP
emaj-102	178	33	7.52	7.52	NUM
emaj-102	178	34	%	%	NOUN
emaj-102	178	35	,	,	PUNCT
emaj-102	178	36	respectively	respectively	ADV
emaj-102	178	37	)	)	PUNCT
emaj-102	178	38	at	at	ADP
emaj-102	178	39	the	the	DET
emaj-102	178	40	1	1	NUM
emaj-102	178	41	-	-	PUNCT
emaj-102	178	42	percent	percent	NOUN
emaj-102	178	43	level	level	NOUN
emaj-102	178	44	.	.	PUNCT
emaj-102	179	1	according	accord	VERB
emaj-102	179	2	to	to	ADP
emaj-102	179	3	wellknown	wellknown	ADJ
emaj-102	179	4	extended	extend	VERB
emaj-102	179	5	dupont	dupont	NOUN
emaj-102	179	6	system	system	NOUN
emaj-102	179	7	,	,	PUNCT
emaj-102	179	8	this	this	DET
emaj-102	179	9	result	result	NOUN
emaj-102	179	10	is	be	AUX
emaj-102	179	11	due	due	ADJ
emaj-102	179	12	to	to	ADP
emaj-102	179	13	nafta	nafta	PROPN
emaj-102	179	14	manufacturing	manufacturing	NOUN
emaj-102	179	15	firms	firm	NOUN
emaj-102	179	16	having	have	VERB
emaj-102	179	17	a	a	DET
emaj-102	179	18	higher	high	ADJ
emaj-102	179	19	total	total	ADJ
emaj-102	179	20	assets	asset	NOUN
emaj-102	179	21	turnover	turnover	NOUN
emaj-102	179	22	and	and	CCONJ
emaj-102	179	23	their	their	PRON
emaj-102	179	24	using	use	VERB
emaj-102	179	25	more	more	ADJ
emaj-102	179	26	financial	financial	ADJ
emaj-102	179	27	leverage	leverage	NOUN
emaj-102	179	28	compared	compare	VERB
emaj-102	179	29	with	with	ADP
emaj-102	179	30	latin	latin	ADJ
emaj-102	179	31	american	american	ADJ
emaj-102	179	32	manufacturing	manufacturing	NOUN
emaj-102	179	33	firms	firm	NOUN
emaj-102	179	34	.	.	PUNCT
emaj-102	180	1	growth	growth	VERB
emaj-102	180	2	the	the	DET
emaj-102	180	3	univariate	univariate	ADJ
emaj-102	180	4	f	f	PROPN
emaj-102	180	5	value	value	NOUN
emaj-102	180	6	statistic	statistic	NOUN
emaj-102	180	7	(	(	PUNCT
emaj-102	180	8	7.34	7.34	NUM
emaj-102	180	9	)	)	PUNCT
emaj-102	180	10	in	in	ADP
emaj-102	180	11	table	table	NOUN
emaj-102	180	12	6	6	NUM
emaj-102	180	13	indicates	indicate	VERB
emaj-102	180	14	that	that	SCONJ
emaj-102	180	15	the	the	DET
emaj-102	180	16	mean	mean	ADJ
emaj-102	180	17	annual	annual	ADJ
emaj-102	180	18	sales	sale	NOUN
emaj-102	180	19	growth	growth	NOUN
emaj-102	180	20	rate	rate	NOUN
emaj-102	180	21	is	be	AUX
emaj-102	180	22	significantly	significantly	ADV
emaj-102	180	23	higher	high	ADJ
emaj-102	180	24	in	in	ADP
emaj-102	180	25	latin	latin	ADJ
emaj-102	180	26	american	american	ADJ
emaj-102	180	27	manufacturing	manufacturing	NOUN
emaj-102	180	28	firms	firm	NOUN
emaj-102	180	29	than	than	ADP
emaj-102	180	30	in	in	ADP
emaj-102	180	31	nafta	nafta	PROPN
emaj-102	180	32	manufacturing	manufacturing	NOUN
emaj-102	180	33	firms	firm	NOUN
emaj-102	180	34	(	(	PUNCT
emaj-102	180	35	7.67	7.67	NUM
emaj-102	180	36	%	%	NOUN
emaj-102	180	37	vs.	vs.	ADP
emaj-102	180	38	5.36	5.36	NUM
emaj-102	180	39	%	%	NOUN
emaj-102	180	40	,	,	PUNCT
emaj-102	180	41	respectively	respectively	ADV
emaj-102	180	42	)	)	PUNCT
emaj-102	180	43	at	at	ADP
emaj-102	180	44	the	the	DET
emaj-102	180	45	1	1	NUM
emaj-102	180	46	-	-	PUNCT
emaj-102	180	47	percent	percent	NOUN
emaj-102	180	48	level	level	NOUN
emaj-102	180	49	.	.	PUNCT
emaj-102	181	1	the	the	DET
emaj-102	181	2	second	second	ADJ
emaj-102	181	3	univariate	univariate	ADJ
emaj-102	181	4	f	f	PROPN
emaj-102	181	5	value	value	NOUN
emaj-102	181	6	statistic	statistic	NOUN
emaj-102	181	7	(	(	PUNCT
emaj-102	181	8	30.82	30.82	NUM
emaj-102	181	9	)	)	PUNCT
emaj-102	181	10	under	under	ADP
emaj-102	181	11	growth	growth	NOUN
emaj-102	181	12	indicates	indicate	VERB
emaj-102	181	13	that	that	SCONJ
emaj-102	181	14	the	the	DET
emaj-102	181	15	mean	mean	ADJ
emaj-102	181	16	annual	annual	ADJ
emaj-102	181	17	assets	asset	NOUN
emaj-102	181	18	growth	growth	NOUN
emaj-102	181	19	rate	rate	NOUN
emaj-102	181	20	is	be	AUX
emaj-102	181	21	also	also	ADV
emaj-102	181	22	significantly	significantly	ADV
emaj-102	181	23	higher	high	ADJ
emaj-102	181	24	in	in	ADP
emaj-102	181	25	latin	latin	ADJ
emaj-102	181	26	american	american	ADJ
emaj-102	181	27	manufacturing	manufacturing	NOUN
emaj-102	181	28	firms	firm	NOUN
emaj-102	181	29	than	than	ADP
emaj-102	181	30	in	in	ADP
emaj-102	181	31	nafta	nafta	PROPN
emaj-102	181	32	manufacturing	manufacturing	NOUN
emaj-102	181	33	firms	firm	NOUN
emaj-102	181	34	(	(	PUNCT
emaj-102	181	35	11.56	11.56	NUM
emaj-102	181	36	%	%	NOUN
emaj-102	181	37	vs.	vs.	ADP
emaj-102	181	38	7.39	7.39	NUM
emaj-102	181	39	%	%	NOUN
emaj-102	181	40	,	,	PUNCT
emaj-102	181	41	respectively	respectively	ADV
emaj-102	181	42	)	)	PUNCT
emaj-102	181	43	at	at	ADP
emaj-102	181	44	the	the	DET
emaj-102	181	45	1	1	NUM
emaj-102	181	46	-	-	PUNCT
emaj-102	181	47	percent	percent	NOUN
emaj-102	181	48	level	level	NOUN
emaj-102	181	49	.	.	PUNCT
emaj-102	182	1	a	a	DET
emaj-102	182	2	comparison	comparison	NOUN
emaj-102	182	3	of	of	ADP
emaj-102	182	4	the	the	DET
emaj-102	182	5	f	f	PROPN
emaj-102	182	6	value	value	NOUN
emaj-102	182	7	statistics	statistic	NOUN
emaj-102	182	8	reveals	reveal	VERB
emaj-102	182	9	that	that	SCONJ
emaj-102	182	10	,	,	PUNCT
emaj-102	182	11	the	the	DET
emaj-102	182	12	difference	difference	NOUN
emaj-102	182	13	between	between	ADP
emaj-102	182	14	the	the	DET
emaj-102	182	15	assets	asset	NOUN
emaj-102	182	16	growth	growth	NOUN
emaj-102	182	17	rates	rate	NOUN
emaj-102	182	18	is	be	AUX
emaj-102	182	19	more	more	ADV
emaj-102	182	20	significant	significant	ADJ
emaj-102	182	21	than	than	ADP
emaj-102	182	22	the	the	DET
emaj-102	182	23	difference	difference	NOUN
emaj-102	182	24	between	between	ADP
emaj-102	182	25	the	the	DET
emaj-102	182	26	sales	sale	NOUN
emaj-102	182	27	growth	growth	NOUN
emaj-102	182	28	rates	rate	NOUN
emaj-102	182	29	.	.	PUNCT
emaj-102	183	1	6	6	X
emaj-102	183	2	.	.	X
emaj-102	183	3	summary	summary	NOUN
emaj-102	183	4	and	and	CCONJ
emaj-102	183	5	conclusions	conclusion	NOUN
emaj-102	183	6	comparing	compare	VERB
emaj-102	183	7	the	the	DET
emaj-102	183	8	financial	financial	ADJ
emaj-102	183	9	characteristics	characteristic	NOUN
emaj-102	183	10	of	of	ADP
emaj-102	183	11	firms	firm	NOUN
emaj-102	183	12	in	in	ADP
emaj-102	183	13	different	different	ADJ
emaj-102	183	14	countries	country	NOUN
emaj-102	183	15	and	and	CCONJ
emaj-102	183	16	regions	region	NOUN
emaj-102	183	17	has	have	AUX
emaj-102	183	18	been	be	AUX
emaj-102	183	19	a	a	DET
emaj-102	183	20	popular	popular	ADJ
emaj-102	183	21	research	research	NOUN
emaj-102	183	22	topic	topic	NOUN
emaj-102	183	23	in	in	ADP
emaj-102	183	24	finance	finance	NOUN
emaj-102	183	25	.	.	PUNCT
emaj-102	184	1	mda	mda	PROPN
emaj-102	184	2	(	(	PUNCT
emaj-102	184	3	multiple	multiple	ADJ
emaj-102	184	4	discriminant	discriminant	ADJ
emaj-102	184	5	analysis	analysis	NOUN
emaj-102	184	6	)	)	PUNCT
emaj-102	184	7	and	and	CCONJ
emaj-102	184	8	manova	manova	PROPN
emaj-102	184	9	(	(	PUNCT
emaj-102	184	10	multivariate	multivariate	VERB
emaj-102	184	11	analysis	analysis	NOUN
emaj-102	184	12	of	of	ADP
emaj-102	184	13	variance	variance	NOUN
emaj-102	184	14	)	)	PUNCT
emaj-102	184	15	are	be	AUX
emaj-102	184	16	the	the	DET
emaj-102	184	17	two	two	NUM
emaj-102	184	18	popular	popular	ADJ
emaj-102	184	19	statistical	statistical	ADJ
emaj-102	184	20	techniques	technique	NOUN
emaj-102	184	21	used	use	VERB
emaj-102	184	22	in	in	ADP
emaj-102	184	23	comparisons	comparison	NOUN
emaj-102	184	24	.	.	PUNCT
emaj-102	185	1	in	in	ADP
emaj-102	185	2	this	this	DET
emaj-102	185	3	paper	paper	NOUN
emaj-102	185	4	,	,	PUNCT
emaj-102	185	5	we	we	PRON
emaj-102	185	6	compare	compare	VERB
emaj-102	185	7	the	the	DET
emaj-102	185	8	financial	financial	ADJ
emaj-102	185	9	characteristics	characteristic	NOUN
emaj-102	185	10	of	of	ADP
emaj-102	185	11	nafta	nafta	PROPN
emaj-102	185	12	and	and	CCONJ
emaj-102	185	13	latin	latin	ADJ
emaj-102	185	14	american	american	ADJ
emaj-102	185	15	manufacturing	manufacturing	NOUN
emaj-102	185	16	firms	firm	NOUN
emaj-102	185	17	with	with	ADP
emaj-102	185	18	the	the	DET
emaj-102	185	19	manova	manova	PROPN
emaj-102	185	20	technique	technique	NOUN
emaj-102	185	21	.	.	PUNCT
emaj-102	186	1	such	such	DET
emaj-102	186	2	a	a	DET
emaj-102	186	3	comparison	comparison	NOUN
emaj-102	186	4	has	have	AUX
emaj-102	186	5	not	not	PART
emaj-102	186	6	been	be	AUX
emaj-102	186	7	made	make	VERB
emaj-102	186	8	in	in	ADP
emaj-102	186	9	previous	previous	ADJ
emaj-102	186	10	literature	literature	NOUN
emaj-102	186	11	.	.	PUNCT
emaj-102	187	1	we	we	PRON
emaj-102	187	2	use	use	VERB
emaj-102	187	3	eleven	eleven	NUM
emaj-102	187	4	financial	financial	ADJ
emaj-102	187	5	ratios	ratio	NOUN
emaj-102	187	6	in	in	ADP
emaj-102	187	7	the	the	DET
emaj-102	187	8	comparisons	comparison	NOUN
emaj-102	187	9	as	as	ADP
emaj-102	187	10	measures	measure	NOUN
emaj-102	187	11	of	of	ADP
emaj-102	187	12	liquidity	liquidity	NOUN
emaj-102	187	13	,	,	PUNCT
emaj-102	187	14	asset	asset	NOUN
emaj-102	187	15	management	management	NOUN
emaj-102	187	16	,	,	PUNCT
emaj-102	187	17	indebtedness	indebtedness	NOUN
emaj-102	187	18	,	,	PUNCT
emaj-102	187	19	profitability	profitability	NOUN
emaj-102	187	20	,	,	PUNCT
emaj-102	187	21	and	and	CCONJ
emaj-102	187	22	growth	growth	NOUN
emaj-102	187	23	characteristics	characteristic	NOUN
emaj-102	187	24	of	of	ADP
emaj-102	187	25	the	the	DET
emaj-102	187	26	firms	firm	NOUN
emaj-102	187	27	.	.	PUNCT
emaj-102	188	1	the	the	DET
emaj-102	188	2	data	datum	NOUN
emaj-102	188	3	of	of	ADP
emaj-102	188	4	the	the	DET
emaj-102	188	5	study	study	NOUN
emaj-102	188	6	were	be	AUX
emaj-102	188	7	obtained	obtain	VERB
emaj-102	188	8	from	from	ADP
emaj-102	188	9	the	the	DET
emaj-102	188	10	‘	'	PUNCT
emaj-102	188	11	research	research	NOUN
emaj-102	188	12	insight	insight	NOUN
emaj-102	188	13	/	/	SYM
emaj-102	188	14	global	global	ADJ
emaj-102	188	15	vintage	vintage	NOUN
emaj-102	188	16	’	'	PUNCT
emaj-102	188	17	database	database	NOUN
emaj-102	188	18	in	in	ADP
emaj-102	188	19	october	october	PROPN
emaj-102	188	20	2015	2015	NUM
emaj-102	188	21	.	.	PUNCT
emaj-102	189	1	our	our	PRON
emaj-102	189	2	research	research	NOUN
emaj-102	189	3	sample	sample	NOUN
emaj-102	189	4	includes	include	VERB
emaj-102	189	5	885	885	NUM
emaj-102	189	6	nafta	nafta	PROPN
emaj-102	189	7	and	and	CCONJ
emaj-102	189	8	849	849	NUM
emaj-102	189	9	latin	latin	ADJ
emaj-102	189	10	american	american	ADJ
emaj-102	189	11	manufacturing	manufacturing	NOUN
emaj-102	189	12	firms	firm	NOUN
emaj-102	189	13	with	with	ADP
emaj-102	189	14	sic	sic	ADJ
emaj-102	189	15	codes	code	NOUN
emaj-102	189	16	between	between	ADP
emaj-102	189	17	2000	2000	NUM
emaj-102	189	18	-	-	SYM
emaj-102	189	19	3999	3999	NUM
emaj-102	189	20	.	.	PUNCT
emaj-102	190	1	our	our	PRON
emaj-102	190	2	multivariate	multivariate	NOUN
emaj-102	190	3	test	test	NOUN
emaj-102	190	4	statistics	statistic	NOUN
emaj-102	190	5	indicate	indicate	VERB
emaj-102	190	6	that	that	SCONJ
emaj-102	190	7	the	the	DET
emaj-102	190	8	overall	overall	ADJ
emaj-102	190	9	financial	financial	ADJ
emaj-102	190	10	characteristics	characteristic	NOUN
emaj-102	190	11	of	of	ADP
emaj-102	190	12	nafta	nafta	PROPN
emaj-102	190	13	and	and	CCONJ
emaj-102	190	14	latin	latin	ADJ
emaj-102	190	15	american	american	ADJ
emaj-102	190	16	manufacturing	manufacturing	NOUN
emaj-102	190	17	firms	firm	NOUN
emaj-102	190	18	are	be	AUX
emaj-102	190	19	significantly	significantly	ADV
emaj-102	190	20	different	different	ADJ
emaj-102	190	21	.	.	PUNCT
emaj-102	191	1	we	we	PRON
emaj-102	191	2	find	find	VERB
emaj-102	191	3	that	that	SCONJ
emaj-102	191	4	nafta	nafta	PROPN
emaj-102	191	5	manufacturing	manufacturing	NOUN
emaj-102	191	6	firms	firm	NOUN
emaj-102	191	7	are	be	AUX
emaj-102	191	8	more	more	ADV
emaj-102	191	9	profitable	profitable	ADJ
emaj-102	191	10	but	but	CCONJ
emaj-102	191	11	they	they	PRON
emaj-102	191	12	have	have	VERB
emaj-102	191	13	greater	great	ADJ
emaj-102	191	14	financial	financial	ADJ
emaj-102	191	15	risk	risk	NOUN
emaj-102	191	16	compared	compare	VERB
emaj-102	191	17	with	with	ADP
emaj-102	191	18	latin	latin	ADJ
emaj-102	191	19	american	american	ADJ
emaj-102	191	20	manufacturing	manufacturing	NOUN
emaj-102	191	21	firms	firm	NOUN
emaj-102	191	22	.	.	PUNCT
emaj-102	192	1	nafta	nafta	PROPN
emaj-102	192	2	manufacturing	manufacturing	NOUN
emaj-102	192	3	firms	firm	NOUN
emaj-102	192	4	use	use	VERB
emaj-102	192	5	more	more	ADJ
emaj-102	192	6	financial	financial	ADJ
emaj-102	192	7	leverage	leverage	NOUN
emaj-102	192	8	to	to	PART
emaj-102	192	9	boast	boast	VERB
emaj-102	192	10	their	their	PRON
emaj-102	192	11	earnings	earning	NOUN
emaj-102	192	12	on	on	ADP
emaj-102	192	13	equity	equity	NOUN
emaj-102	192	14	.	.	PUNCT
emaj-102	193	1	latin	latin	PROPN
emaj-102	193	2	american	american	ADJ
emaj-102	193	3	manufacturing	manufacturing	NOUN
emaj-102	193	4	firms	firm	NOUN
emaj-102	193	5	have	have	VERB
emaj-102	193	6	more	more	ADV
emaj-102	193	7	efficient	efficient	ADJ
emaj-102	193	8	inventory	inventory	NOUN
emaj-102	193	9	management	management	NOUN
emaj-102	193	10	.	.	PUNCT
emaj-102	194	1	however	however	ADV
emaj-102	194	2	,	,	PUNCT
emaj-102	194	3	nafta	nafta	PROPN
emaj-102	194	4	manufacturing	manufacturing	NOUN
emaj-102	194	5	firms	firm	NOUN
emaj-102	194	6	have	have	VERB
emaj-102	194	7	more	more	ADV
emaj-102	194	8	efficient	efficient	ADJ
emaj-102	194	9	accounts	account	NOUN
emaj-102	194	10	receivable	receivable	ADJ
emaj-102	194	11	management	management	NOUN
emaj-102	194	12	and	and	CCONJ
emaj-102	194	13	total	total	ADJ
emaj-102	194	14	assets	asset	NOUN
emaj-102	194	15	management	management	NOUN
emaj-102	194	16	.	.	PUNCT
emaj-102	195	1	nafta	nafta	PROPN
emaj-102	195	2	manufacturing	manufacturing	NOUN
emaj-102	195	3	firms	firm	NOUN
emaj-102	195	4	are	be	AUX
emaj-102	195	5	able	able	ADJ
emaj-102	195	6	to	to	PART
emaj-102	195	7	earn	earn	VERB
emaj-102	195	8	significantly	significantly	ADV
emaj-102	195	9	higher	high	ADJ
emaj-102	195	10	returns	return	NOUN
emaj-102	195	11	on	on	ADP
emaj-102	195	12	their	their	PRON
emaj-102	195	13	total	total	ADJ
emaj-102	195	14	assets	asset	NOUN
emaj-102	195	15	investments	investment	NOUN
emaj-102	195	16	mainly	mainly	ADV
emaj-102	195	17	due	due	ADP
emaj-102	195	18	to	to	ADP
emaj-102	195	19	their	their	PRON
emaj-102	195	20	achieving	achieve	VERB
emaj-102	195	21	significantly	significantly	ADV
emaj-102	195	22	higher	high	ADJ
emaj-102	195	23	total	total	ADJ
emaj-102	195	24	assets	asset	NOUN
emaj-102	195	25	turnover	turnover	NOUN
emaj-102	195	26	rates	rate	NOUN
emaj-102	195	27	.	.	PUNCT
emaj-102	196	1	nafta	nafta	PROPN
emaj-102	196	2	manufacturing	manufacturing	NOUN
emaj-102	196	3	firms	firm	NOUN
emaj-102	196	4	have	have	VERB
emaj-102	196	5	more	more	ADJ
emaj-102	196	6	liquidity	liquidity	NOUN
emaj-102	196	7	(	(	PUNCT
emaj-102	196	8	i.e.	i.e.	X
emaj-102	196	9	,	,	PUNCT
emaj-102	196	10	nafta	nafta	PROPN
emaj-102	196	11	firms	firm	NOUN
emaj-102	196	12	are	be	AUX
emaj-102	196	13	better	well	ADJ
emaj-102	196	14	able	able	ADJ
emaj-102	196	15	to	to	PART
emaj-102	196	16	meet	meet	VERB
emaj-102	196	17	their	their	PRON
emaj-102	196	18	maturing	mature	VERB
emaj-102	196	19	obligations	obligation	NOUN
emaj-102	196	20	)	)	PUNCT
emaj-102	196	21	and	and	CCONJ
emaj-102	196	22	they	they	PRON
emaj-102	196	23	achieve	achieve	VERB
emaj-102	196	24	significantly	significantly	ADV
emaj-102	196	25	higher	high	ADJ
emaj-102	196	26	sales	sale	NOUN
emaj-102	196	27	and	and	CCONJ
emaj-102	196	28	total	total	ADJ
emaj-102	196	29	assets	asset	NOUN
emaj-102	196	30	growth	growth	NOUN
emaj-102	196	31	rates	rate	NOUN
emaj-102	196	32	compared	compare	VERB
emaj-102	196	33	with	with	ADP
emaj-102	196	34	latin	latin	ADJ
emaj-102	196	35	american	american	ADJ
emaj-102	196	36	manufacturing	manufacturing	NOUN
emaj-102	196	37	firms	firm	NOUN
emaj-102	196	38	references	reference	VERB
emaj-102	196	39	altman	altman	PROPN
emaj-102	196	40	,	,	PUNCT
emaj-102	196	41	e.	e.	PROPN
emaj-102	196	42	i.	i.	PROPN
emaj-102	196	43	1968	1968	NUM
emaj-102	196	44	.	.	PUNCT
emaj-102	197	1	financial	financial	ADJ
emaj-102	197	2	ratios	ratio	NOUN
emaj-102	197	3	,	,	PUNCT
emaj-102	197	4	discriminant	discriminant	ADJ
emaj-102	197	5	analysis	analysis	NOUN
emaj-102	197	6	,	,	PUNCT
emaj-102	197	7	and	and	CCONJ
emaj-102	197	8	the	the	DET
emaj-102	197	9	prediction	prediction	NOUN
emaj-102	197	10	of	of	ADP
emaj-102	197	11	corporate	corporate	ADJ
emaj-102	197	12	bankruptcy	bankruptcy	NOUN
emaj-102	197	13	.	.	PUNCT
emaj-102	198	1	journal	journal	PROPN
emaj-102	198	2	of	of	ADP
emaj-102	198	3	finance	finance	NOUN
emaj-102	198	4	,	,	PUNCT
emaj-102	198	5	23	23	NUM
emaj-102	198	6	(	(	PUNCT
emaj-102	198	7	4	4	NUM
emaj-102	198	8	):	):	PUNCT
emaj-102	198	9	589	589	NUM
emaj-102	198	10	-	-	SYM
emaj-102	198	11	609	609	NUM
emaj-102	198	12	.	.	PUNCT
emaj-102	199	1	beaver	beaver	PROPN
emaj-102	199	2	,	,	PUNCT
emaj-102	199	3	w.	w.	PROPN
emaj-102	199	4	h.	h.	PROPN
emaj-102	199	5	1968	1968	NUM
emaj-102	199	6	.	.	PUNCT
emaj-102	200	1	alternative	alternative	ADJ
emaj-102	200	2	financial	financial	ADJ
emaj-102	200	3	ratios	ratio	NOUN
emaj-102	200	4	as	as	ADP
emaj-102	200	5	predictors	predictor	NOUN
emaj-102	200	6	of	of	ADP
emaj-102	200	7	failure	failure	NOUN
emaj-102	200	8	.	.	PUNCT
emaj-102	201	1	accounting	accounting	NOUN
emaj-102	201	2	review	review	PROPN
emaj-102	201	3	,	,	PUNCT
emaj-102	201	4	43	43	NUM
emaj-102	201	5	(	(	PUNCT
emaj-102	201	6	1	1	NUM
emaj-102	201	7	):	):	PUNCT
emaj-102	201	8	113	113	NUM
emaj-102	201	9	-	-	SYM
emaj-102	201	10	122	122	NUM
emaj-102	201	11	.	.	PUNCT
emaj-102	202	1	volume	volume	NOUN
emaj-102	202	2	6	6	NUM
emaj-102	202	3	no	no	DET
emaj-102	202	4	2	2	NUM
emaj-102	202	5	(	(	PUNCT
emaj-102	202	6	2016	2016	NUM
emaj-102	202	7	)	)	PUNCT
emaj-102	202	8	|	|	ADV
emaj-102	202	9	issn	issn	VERB
emaj-102	202	10	2158	2158	NUM
emaj-102	202	11	-	-	SYM
emaj-102	202	12	8708	8708	NUM
emaj-102	202	13	(	(	PUNCT
emaj-102	202	14	online	online	NOUN
emaj-102	202	15	)	)	PUNCT
emaj-102	202	16	|	|	ADV
emaj-102	202	17	doi	doi	X
emaj-102	202	18	10.5195	10.5195	NUM
emaj-102	202	19	/	/	SYM
emaj-102	202	20	emaj.2016.102	emaj.2016.102	NOUN
emaj-102	202	21	|	|	ADV
emaj-102	202	22	http://emaj.pitt.edu	http://emaj.pitt.edu	VERB
emaj-102	202	23	gulser	gulser	PROPN
emaj-102	202	24	meric	meric	PROPN
emaj-102	202	25	,	,	PUNCT
emaj-102	202	26	cengiz	cengiz	PROPN
emaj-102	202	27	haksever	haksever	PROPN
emaj-102	202	28	,	,	PUNCT
emaj-102	202	29	j.	j.	PROPN
emaj-102	202	30	drew	draw	VERB
emaj-102	202	31	procaccino	procaccino	PROPN
emaj-102	202	32	,	,	PUNCT
emaj-102	202	33	ilhan	ilhan	PROPN
emaj-102	202	34	meric	meric	NOUN
emaj-102	202	35	emerging	emerge	VERB
emaj-102	202	36	markets	market	NOUN
emaj-102	202	37	journal	journal	NOUN
emaj-102	203	1	|	|	ADV
emaj-102	203	2	p	p	NOUN
emaj-102	203	3	a	a	DET
emaj-102	203	4	g	g	NOUN
emaj-102	203	5	e	e	PROPN
emaj-102	203	6	|29	|29	PROPN
emaj-102	203	7	belkaoui	belkaoui	NOUN
emaj-102	203	8	,	,	PUNCT
emaj-102	203	9	a.	a.	NOUN
emaj-102	203	10	1978	1978	NUM
emaj-102	203	11	.	.	PUNCT
emaj-102	204	1	financial	financial	ADJ
emaj-102	204	2	ratios	ratio	NOUN
emaj-102	204	3	as	as	ADP
emaj-102	204	4	predictors	predictor	NOUN
emaj-102	204	5	of	of	ADP
emaj-102	204	6	canadian	canadian	ADJ
emaj-102	204	7	takeovers	takeover	NOUN
emaj-102	204	8	.	.	PUNCT
emaj-102	205	1	journal	journal	NOUN
emaj-102	205	2	of	of	ADP
emaj-102	205	3	business	business	NOUN
emaj-102	205	4	finance	finance	NOUN
emaj-102	205	5	and	and	CCONJ
emaj-102	205	6	accounting	accounting	NOUN
emaj-102	205	7	,	,	PUNCT
emaj-102	205	8	5	5	NUM
emaj-102	205	9	(	(	PUNCT
emaj-102	205	10	1	1	NUM
emaj-102	205	11	):	):	PUNCT
emaj-102	205	12	93	93	NUM
emaj-102	205	13	-	-	SYM
emaj-102	205	14	108	108	NUM
emaj-102	205	15	.	.	PUNCT
emaj-102	206	1	dambolena	dambolena	PROPN
emaj-102	206	2	,	,	PUNCT
emaj-102	206	3	i.	i.	PROPN
emaj-102	206	4	g.	g.	PROPN
emaj-102	206	5	,	,	PUNCT
emaj-102	206	6	and	and	CCONJ
emaj-102	206	7	s.	s.	PROPN
emaj-102	206	8	j.	j.	PROPN
emaj-102	206	9	khoury	khoury	PROPN
emaj-102	206	10	.	.	PUNCT
emaj-102	207	1	1980	1980	NUM
emaj-102	207	2	.	.	PUNCT
emaj-102	208	1	ratio	ratio	NOUN
emaj-102	208	2	stability	stability	NOUN
emaj-102	208	3	and	and	CCONJ
emaj-102	208	4	corporate	corporate	ADJ
emaj-102	208	5	failure	failure	NOUN
emaj-102	208	6	.	.	PUNCT
emaj-102	209	1	journal	journal	NOUN
emaj-102	209	2	of	of	ADP
emaj-102	209	3	finance	finance	NOUN
emaj-102	209	4	,	,	PUNCT
emaj-102	209	5	35	35	NUM
emaj-102	209	6	(	(	PUNCT
emaj-102	209	7	4	4	NUM
emaj-102	209	8	):	):	PUNCT
emaj-102	209	9	1017	1017	NUM
emaj-102	209	10	-	-	SYM
emaj-102	209	11	1026	1026	NUM
emaj-102	209	12	.	.	PUNCT
emaj-102	210	1	deakin	deakin	PROPN
emaj-102	210	2	,	,	PUNCT
emaj-102	210	3	e.	e.	PROPN
emaj-102	210	4	b.	b.	PROPN
emaj-102	210	5	1972	1972	NUM
emaj-102	210	6	.	.	PUNCT
emaj-102	211	1	a	a	DET
emaj-102	211	2	discriminant	discriminant	ADJ
emaj-102	211	3	analysis	analysis	NOUN
emaj-102	211	4	of	of	ADP
emaj-102	211	5	predictors	predictor	NOUN
emaj-102	211	6	of	of	ADP
emaj-102	211	7	business	business	NOUN
emaj-102	211	8	failure	failure	NOUN
emaj-102	211	9	.	.	PUNCT
emaj-102	212	1	journal	journal	NOUN
emaj-102	212	2	of	of	ADP
emaj-102	212	3	accounting	accounting	NOUN
emaj-102	212	4	research	research	NOUN
emaj-102	212	5	,	,	PUNCT
emaj-102	212	6	10	10	NUM
emaj-102	212	7	(	(	PUNCT
emaj-102	212	8	1	1	NUM
emaj-102	212	9	):	):	PUNCT
emaj-102	212	10	167	167	NUM
emaj-102	212	11	-	-	SYM
emaj-102	212	12	179	179	NUM
emaj-102	212	13	.	.	PUNCT
emaj-102	213	1	edmister	edmister	NOUN
emaj-102	213	2	,	,	PUNCT
emaj-102	213	3	r.	r.	PROPN
emaj-102	213	4	o.	o.	PROPN
emaj-102	213	5	1972	1972	NUM
emaj-102	213	6	.	.	PUNCT
emaj-102	214	1	an	an	DET
emaj-102	214	2	empirical	empirical	ADJ
emaj-102	214	3	test	test	NOUN
emaj-102	214	4	of	of	ADP
emaj-102	214	5	financial	financial	ADJ
emaj-102	214	6	ratio	ratio	NOUN
emaj-102	214	7	analysis	analysis	NOUN
emaj-102	214	8	for	for	ADP
emaj-102	214	9	small	small	ADJ
emaj-102	214	10	business	business	NOUN
emaj-102	214	11	failure	failure	NOUN
emaj-102	214	12	prediction	prediction	NOUN
emaj-102	214	13	.	.	PUNCT
emaj-102	215	1	journal	journal	NOUN
emaj-102	215	2	of	of	ADP
emaj-102	215	3	financial	financial	ADJ
emaj-102	215	4	and	and	CCONJ
emaj-102	215	5	quantitative	quantitative	ADJ
emaj-102	215	6	analysis	analysis	NOUN
emaj-102	215	7	,	,	PUNCT
emaj-102	215	8	7	7	NUM
emaj-102	215	9	(	(	PUNCT
emaj-102	215	10	2	2	NUM
emaj-102	215	11	):	):	PUNCT
emaj-102	215	12	1477	1477	NUM
emaj-102	215	13	-	-	SYM
emaj-102	215	14	1493	1493	NUM
emaj-102	215	15	.	.	PUNCT
emaj-102	216	1	hair	hair	NOUN
emaj-102	216	2	,	,	PUNCT
emaj-102	216	3	j.	j.	PROPN
emaj-102	216	4	f.	f.	PROPN
emaj-102	216	5	,	,	PUNCT
emaj-102	216	6	jr	jr	PROPN
emaj-102	216	7	.	.	PROPN
emaj-102	216	8	,	,	PUNCT
emaj-102	216	9	r.	r.	PROPN
emaj-102	216	10	e.	e.	PROPN
emaj-102	216	11	anderson	anderson	PROPN
emaj-102	216	12	,	,	PUNCT
emaj-102	216	13	r.	r.	PROPN
emaj-102	216	14	l.	l.	PROPN
emaj-102	216	15	tatham	tatham	PROPN
emaj-102	216	16	,	,	PUNCT
emaj-102	216	17	and	and	CCONJ
emaj-102	216	18	w.	w.	PROPN
emaj-102	216	19	c.	c.	PROPN
emaj-102	216	20	black	black	PROPN
emaj-102	216	21	.	.	PUNCT
emaj-102	217	1	1998	1998	NUM
emaj-102	217	2	.	.	PUNCT
emaj-102	218	1	multivariate	multivariate	NOUN
emaj-102	218	2	data	datum	NOUN
emaj-102	218	3	analysis	analysis	NOUN
emaj-102	218	4	,	,	PUNCT
emaj-102	218	5	5th	5th	ADJ
emaj-102	218	6	ed	ed	NOUN
emaj-102	218	7	.	.	PUNCT
emaj-102	219	1	upper	upper	ADJ
emaj-102	219	2	saddle	saddle	PROPN
emaj-102	219	3	river	river	PROPN
emaj-102	219	4	,	,	PUNCT
emaj-102	219	5	nj	nj	PROPN
emaj-102	219	6	:	:	PUNCT
emaj-102	219	7	prentice	prentice	PROPN
emaj-102	219	8	hall	hall	PROPN
emaj-102	219	9	.	.	PUNCT
emaj-102	220	1	hutchinson	hutchinson	PROPN
emaj-102	220	2	,	,	PUNCT
emaj-102	220	3	p.	p.	PROPN
emaj-102	220	4	,	,	PUNCT
emaj-102	220	5	i.	i.	PROPN
emaj-102	220	6	meric	meric	PROPN
emaj-102	220	7	,	,	PUNCT
emaj-102	220	8	and	and	CCONJ
emaj-102	220	9	g.	g.	PROPN
emaj-102	220	10	meric	meric	PROPN
emaj-102	220	11	.	.	PUNCT
emaj-102	221	1	1988	1988	NUM
emaj-102	221	2	.	.	PUNCT
emaj-102	222	1	the	the	DET
emaj-102	222	2	financial	financial	ADJ
emaj-102	222	3	characteristics	characteristic	NOUN
emaj-102	222	4	of	of	ADP
emaj-102	222	5	small	small	ADJ
emaj-102	222	6	firms	firm	NOUN
emaj-102	222	7	which	which	PRON
emaj-102	222	8	achieve	achieve	VERB
emaj-102	222	9	quotation	quotation	NOUN
emaj-102	222	10	on	on	ADP
emaj-102	222	11	the	the	DET
emaj-102	222	12	uk	uk	PROPN
emaj-102	222	13	unlisted	unliste	VERB
emaj-102	222	14	securities	security	NOUN
emaj-102	222	15	market	market	NOUN
emaj-102	222	16	.	.	PUNCT
emaj-102	223	1	journal	journal	PROPN
emaj-102	223	2	of	of	ADP
emaj-102	223	3	business	business	NOUN
emaj-102	223	4	finance	finance	NOUN
emaj-102	223	5	and	and	CCONJ
emaj-102	223	6	accounting	accounting	NOUN
emaj-102	223	7	,	,	PUNCT
emaj-102	223	8	15	15	NUM
emaj-102	223	9	(	(	PUNCT
emaj-102	223	10	1	1	NUM
emaj-102	223	11	):	):	PUNCT
emaj-102	223	12	9	9	NUM
emaj-102	223	13	-	-	SYM
emaj-102	223	14	19	19	NUM
emaj-102	223	15	.	.	PUNCT
emaj-102	224	1	johnson	johnson	PROPN
emaj-102	224	2	,	,	PUNCT
emaj-102	224	3	r.	r.	PROPN
emaj-102	224	4	d.	d.	PROPN
emaj-102	224	5	,	,	PUNCT
emaj-102	224	6	and	and	CCONJ
emaj-102	224	7	d.	d.	PROPN
emaj-102	224	8	w.	w.	PROPN
emaj-102	224	9	wichern	wichern	PROPN
emaj-102	224	10	.	.	PUNCT
emaj-102	225	1	2007	2007	NUM
emaj-102	225	2	.	.	PUNCT
emaj-102	226	1	applied	apply	VERB
emaj-102	226	2	multivariate	multivariate	NOUN
emaj-102	226	3	statistical	statistical	ADJ
emaj-102	226	4	analysis	analysis	NOUN
emaj-102	226	5	,	,	PUNCT
emaj-102	226	6	6th	6th	ADJ
emaj-102	226	7	ed	ed	NOUN
emaj-102	226	8	.	.	PUNCT
emaj-102	227	1	englewood	englewood	PROPN
emaj-102	227	2	cliffs	cliffs	PROPN
emaj-102	227	3	,	,	PUNCT
emaj-102	227	4	nj	nj	PROPN
emaj-102	227	5	:	:	PUNCT
emaj-102	227	6	prentice	prentice	PROPN
emaj-102	227	7	hall	hall	PROPN
emaj-102	227	8	.	.	PUNCT
emaj-102	228	1	kester	kester	PROPN
emaj-102	228	2	,	,	PUNCT
emaj-102	228	3	w.	w.	PROPN
emaj-102	228	4	c.	c.	PROPN
emaj-102	228	5	1986	1986	NUM
emaj-102	228	6	.	.	PUNCT
emaj-102	229	1	capital	capital	NOUN
emaj-102	229	2	and	and	CCONJ
emaj-102	229	3	ownership	ownership	NOUN
emaj-102	229	4	structure	structure	NOUN
emaj-102	229	5	:	:	PUNCT
emaj-102	229	6	a	a	DET
emaj-102	229	7	comparison	comparison	NOUN
emaj-102	229	8	of	of	ADP
emaj-102	229	9	united	united	PROPN
emaj-102	229	10	states	states	PROPN
emaj-102	229	11	and	and	CCONJ
emaj-102	229	12	japanese	japanese	ADJ
emaj-102	229	13	manufacturing	manufacturing	NOUN
emaj-102	229	14	firms	firm	NOUN
emaj-102	229	15	.	.	PUNCT
emaj-102	230	1	financial	financial	ADJ
emaj-102	230	2	management	management	NOUN
emaj-102	230	3	,	,	PUNCT
emaj-102	230	4	15	15	NUM
emaj-102	230	5	(	(	PUNCT
emaj-102	230	6	1	1	NUM
emaj-102	230	7	):	):	PUNCT
emaj-102	230	8	5	5	NUM
emaj-102	230	9	-	-	SYM
emaj-102	230	10	16	16	NUM
emaj-102	230	11	.	.	PUNCT
emaj-102	231	1	marascuilo	marascuilo	PROPN
emaj-102	231	2	,	,	PUNCT
emaj-102	231	3	l.	l.	PROPN
emaj-102	231	4	a.	a.	PROPN
emaj-102	231	5	,	,	PUNCT
emaj-102	231	6	and	and	CCONJ
emaj-102	231	7	j.	j.	PROPN
emaj-102	231	8	r.	r.	PROPN
emaj-102	231	9	levin	levin	PROPN
emaj-102	231	10	.	.	PROPN
emaj-102	232	1	1983	1983	NUM
emaj-102	232	2	.	.	PUNCT
emaj-102	233	1	multivariate	multivariate	NOUN
emaj-102	233	2	statistics	statistic	NOUN
emaj-102	233	3	in	in	ADP
emaj-102	233	4	the	the	DET
emaj-102	233	5	social	social	ADJ
emaj-102	233	6	sciences	science	NOUN
emaj-102	233	7	.	.	PUNCT
emaj-102	234	1	monterey	monterey	PROPN
emaj-102	234	2	,	,	PUNCT
emaj-102	234	3	california	california	PROPN
emaj-102	234	4	:	:	PUNCT
emaj-102	234	5	brooks	brooks	PROPN
emaj-102	234	6	/	/	SYM
emaj-102	234	7	cole	cole	PROPN
emaj-102	234	8	publishing	publishing	NOUN
emaj-102	234	9	company	company	NOUN
emaj-102	234	10	.	.	PUNCT
emaj-102	235	1	meric	meric	PROPN
emaj-102	235	2	,	,	PUNCT
emaj-102	235	3	g.	g.	PROPN
emaj-102	235	4	,	,	PUNCT
emaj-102	235	5	l.	l.	PROPN
emaj-102	235	6	kyj	kyj	PROPN
emaj-102	235	7	,	,	PUNCT
emaj-102	235	8	c.	c.	PROPN
emaj-102	235	9	welch	welch	PROPN
emaj-102	235	10	,	,	PUNCT
emaj-102	235	11	and	and	CCONJ
emaj-102	235	12	i.	i.	PROPN
emaj-102	235	13	meric	meric	PROPN
emaj-102	235	14	.	.	PUNCT
emaj-102	236	1	2000	2000	NUM
emaj-102	236	2	.	.	PUNCT
emaj-102	237	1	a	a	DET
emaj-102	237	2	comparison	comparison	NOUN
emaj-102	237	3	of	of	ADP
emaj-102	237	4	the	the	DET
emaj-102	237	5	financial	financial	ADJ
emaj-102	237	6	characteristics	characteristic	NOUN
emaj-102	237	7	of	of	ADP
emaj-102	237	8	japanese	japanese	PROPN
emaj-102	237	9	kieretsuaffiliated	kieretsuaffiliate	VERB
emaj-102	237	10	and	and	CCONJ
emaj-102	237	11	independent	independent	ADJ
emaj-102	237	12	firms	firm	NOUN
emaj-102	237	13	.	.	PUNCT
emaj-102	238	1	multinational	multinational	ADJ
emaj-102	238	2	business	business	PROPN
emaj-102	238	3	review	review	NOUN
emaj-102	238	4	,	,	PUNCT
emaj-102	238	5	8	8	NUM
emaj-102	238	6	(	(	PUNCT
emaj-102	238	7	2	2	NUM
emaj-102	238	8	):	):	PUNCT
emaj-102	238	9	26	26	NUM
emaj-102	238	10	-	-	SYM
emaj-102	238	11	30	30	NUM
emaj-102	238	12	.	.	PUNCT
emaj-102	239	1	meric	meric	PROPN
emaj-102	239	2	,	,	PUNCT
emaj-102	239	3	g.	g.	PROPN
emaj-102	239	4	,	,	PUNCT
emaj-102	239	5	s.	s.	PROPN
emaj-102	239	6	s.	s.	PROPN
emaj-102	239	7	leveen	leveen	PROPN
emaj-102	239	8	,	,	PUNCT
emaj-102	239	9	and	and	CCONJ
emaj-102	239	10	i.	i.	PROPN
emaj-102	239	11	meric	meric	PROPN
emaj-102	239	12	.	.	PUNCT
emaj-102	240	1	1991	1991	NUM
emaj-102	240	2	.	.	PUNCT
emaj-102	241	1	the	the	DET
emaj-102	241	2	financial	financial	ADJ
emaj-102	241	3	characteristics	characteristic	NOUN
emaj-102	241	4	of	of	ADP
emaj-102	241	5	commercial	commercial	ADJ
emaj-102	241	6	banks	bank	NOUN
emaj-102	241	7	involved	involve	VERB
emaj-102	241	8	in	in	ADP
emaj-102	241	9	interstate	interstate	ADJ
emaj-102	241	10	acquisitions	acquisition	NOUN
emaj-102	241	11	.	.	PUNCT
emaj-102	242	1	financial	financial	ADJ
emaj-102	242	2	review	review	PROPN
emaj-102	242	3	,	,	PUNCT
emaj-102	242	4	26	26	NUM
emaj-102	242	5	(	(	PUNCT
emaj-102	242	6	1	1	NUM
emaj-102	242	7	):	):	PUNCT
emaj-102	242	8	75	75	NUM
emaj-102	242	9	-	-	SYM
emaj-102	242	10	90	90	NUM
emaj-102	242	11	.	.	PUNCT
emaj-102	243	1	meric	meric	PROPN
emaj-102	243	2	,	,	PUNCT
emaj-102	243	3	g.	g.	PROPN
emaj-102	243	4	,	,	PUNCT
emaj-102	243	5	and	and	CCONJ
emaj-102	243	6	i.	i.	PROPN
emaj-102	243	7	meric	meric	PROPN
emaj-102	243	8	.	.	PUNCT
emaj-102	244	1	1992	1992	NUM
emaj-102	244	2	.	.	PUNCT
emaj-102	245	1	a	a	DET
emaj-102	245	2	comparison	comparison	NOUN
emaj-102	245	3	of	of	ADP
emaj-102	245	4	the	the	DET
emaj-102	245	5	financial	financial	ADJ
emaj-102	245	6	characteristics	characteristic	NOUN
emaj-102	245	7	of	of	ADP
emaj-102	245	8	listed	list	VERB
emaj-102	245	9	and	and	CCONJ
emaj-102	245	10	unlisted	unlisted	ADJ
emaj-102	245	11	companies	company	NOUN
emaj-102	245	12	.	.	PUNCT
emaj-102	246	1	midwestern	midwestern	ADJ
emaj-102	246	2	journal	journal	NOUN
emaj-102	246	3	of	of	ADP
emaj-102	246	4	business	business	NOUN
emaj-102	246	5	and	and	CCONJ
emaj-102	246	6	economics	economic	NOUN
emaj-102	246	7	,	,	PUNCT
emaj-102	246	8	7	7	NUM
emaj-102	246	9	(	(	PUNCT
emaj-102	246	10	1	1	NUM
emaj-102	246	11	):	):	PUNCT
emaj-102	246	12	19	19	NUM
emaj-102	246	13	-	-	SYM
emaj-102	246	14	31	31	NUM
emaj-102	246	15	.	.	PUNCT
emaj-102	247	1	meric	meric	PROPN
emaj-102	247	2	,	,	PUNCT
emaj-102	247	3	i.	i.	PROPN
emaj-102	247	4	,	,	PUNCT
emaj-102	247	5	and	and	CCONJ
emaj-102	247	6	g.	g.	PROPN
emaj-102	247	7	meric	meric	PROPN
emaj-102	247	8	.	.	PUNCT
emaj-102	248	1	1989	1989	NUM
emaj-102	248	2	.	.	PUNCT
emaj-102	249	1	a	a	DET
emaj-102	249	2	comparison	comparison	NOUN
emaj-102	249	3	of	of	ADP
emaj-102	249	4	the	the	DET
emaj-102	249	5	financial	financial	ADJ
emaj-102	249	6	characteristics	characteristic	NOUN
emaj-102	249	7	of	of	ADP
emaj-102	249	8	u.s	u.s	PROPN
emaj-102	249	9	.	.	PROPN
emaj-102	249	10	and	and	CCONJ
emaj-102	249	11	japanese	japanese	ADJ
emaj-102	249	12	manufacturing	manufacturing	NOUN
emaj-102	249	13	firms	firm	NOUN
emaj-102	249	14	.	.	PUNCT
emaj-102	250	1	financial	financial	ADJ
emaj-102	250	2	management	management	NOUN
emaj-102	250	3	fm	fm	PROPN
emaj-102	250	4	letters	letters	PROPN
emaj-102	250	5	-	-	PUNCT
emaj-102	250	6	,	,	PUNCT
emaj-102	250	7	18	18	NUM
emaj-102	250	8	(	(	PUNCT
emaj-102	250	9	4	4	NUM
emaj-102	250	10	):	):	PUNCT
emaj-102	250	11	9	9	NUM
emaj-102	250	12	-	-	SYM
emaj-102	250	13	10	10	NUM
emaj-102	250	14	.	.	PUNCT
emaj-102	251	1	meric	meric	PROPN
emaj-102	251	2	,	,	PUNCT
emaj-102	251	3	i.	i.	PROPN
emaj-102	251	4	,	,	PUNCT
emaj-102	251	5	and	and	CCONJ
emaj-102	251	6	g.	g.	PROPN
emaj-102	251	7	meric	meric	PROPN
emaj-102	251	8	.	.	PUNCT
emaj-102	252	1	1994	1994	NUM
emaj-102	252	2	.	.	PUNCT
emaj-102	253	1	a	a	DET
emaj-102	253	2	comparison	comparison	NOUN
emaj-102	253	3	of	of	ADP
emaj-102	253	4	the	the	DET
emaj-102	253	5	financial	financial	ADJ
emaj-102	253	6	characteristics	characteristic	NOUN
emaj-102	253	7	of	of	ADP
emaj-102	253	8	united	united	PROPN
emaj-102	253	9	states	states	PROPN
emaj-102	253	10	and	and	CCONJ
emaj-102	253	11	japanese	japanese	ADJ
emaj-102	253	12	manufacturing	manufacturing	NOUN
emaj-102	253	13	firms	firm	NOUN
emaj-102	253	14	.	.	PUNCT
emaj-102	254	1	global	global	ADJ
emaj-102	254	2	finance	finance	PROPN
emaj-102	254	3	journal	journal	NOUN
emaj-102	254	4	,	,	PUNCT
emaj-102	254	5	5	5	NUM
emaj-102	254	6	(	(	PUNCT
emaj-102	254	7	1	1	NUM
emaj-102	254	8	):	):	PUNCT
emaj-102	254	9	205	205	NUM
emaj-102	254	10	-	-	SYM
emaj-102	254	11	218	218	NUM
emaj-102	254	12	.	.	PUNCT
emaj-102	255	1	mertler	mertler	NOUN
emaj-102	255	2	,	,	PUNCT
emaj-102	255	3	c.	c.	PROPN
emaj-102	255	4	a.	a.	PROPN
emaj-102	255	5	,	,	PUNCT
emaj-102	255	6	and	and	CCONJ
emaj-102	255	7	r.	r.	PROPN
emaj-102	255	8	a.	a.	PROPN
emaj-102	255	9	vannatta	vannatta	PROPN
emaj-102	255	10	.	.	PUNCT
emaj-102	256	1	2002	2002	NUM
emaj-102	256	2	.	.	PUNCT
emaj-102	257	1	advanced	advanced	ADJ
emaj-102	257	2	and	and	CCONJ
emaj-102	257	3	multivariate	multivariate	VERB
emaj-102	257	4	statistical	statistical	ADJ
emaj-102	257	5	methods	method	NOUN
emaj-102	257	6	,	,	PUNCT
emaj-102	257	7	2nd	2nd	ADJ
emaj-102	257	8	ed	ed	NOUN
emaj-102	257	9	.	.	PUNCT
emaj-102	258	1	los	los	PROPN
emaj-102	258	2	angeles	angeles	PROPN
emaj-102	258	3	,	,	PUNCT
emaj-102	258	4	ca	can	AUX
emaj-102	258	5	:	:	PUNCT
emaj-102	258	6	pyrczak	pyrczak	NOUN
emaj-102	258	7	publishing	publishing	NOUN
emaj-102	258	8	.	.	PUNCT
emaj-102	259	1	moyer	moyer	PROPN
emaj-102	259	2	,	,	PUNCT
emaj-102	259	3	r.	r.	PROPN
emaj-102	259	4	c.	c.	PROPN
emaj-102	259	5	1977	1977	NUM
emaj-102	259	6	.	.	PUNCT
emaj-102	260	1	forecasting	forecast	VERB
emaj-102	260	2	financial	financial	ADJ
emaj-102	260	3	failure	failure	NOUN
emaj-102	260	4	:	:	PUNCT
emaj-102	260	5	a	a	DET
emaj-102	260	6	re	re	NOUN
emaj-102	260	7	-	-	NOUN
emaj-102	260	8	examination	examination	NOUN
emaj-102	260	9	.	.	PUNCT
emaj-102	261	1	financial	financial	ADJ
emaj-102	261	2	management	management	NOUN
emaj-102	261	3	,	,	PUNCT
emaj-102	261	4	6	6	NUM
emaj-102	261	5	(	(	PUNCT
emaj-102	261	6	1	1	NUM
emaj-102	261	7	):	):	PUNCT
emaj-102	261	8	11	11	NUM
emaj-102	261	9	-	-	SYM
emaj-102	261	10	17	17	NUM
emaj-102	261	11	.	.	PUNCT
emaj-102	262	1	rege	rege	PROPN
emaj-102	262	2	,	,	PUNCT
emaj-102	262	3	u.	u.	PROPN
emaj-102	262	4	p.	p.	NOUN
emaj-102	262	5	1984	1984	NUM
emaj-102	262	6	.	.	PUNCT
emaj-102	263	1	accounting	accounting	NOUN
emaj-102	263	2	ratios	ratio	NOUN
emaj-102	263	3	to	to	PART
emaj-102	263	4	locate	locate	VERB
emaj-102	263	5	take	take	VERB
emaj-102	263	6	-	-	PUNCT
emaj-102	263	7	over	over	ADP
emaj-102	263	8	targets	target	NOUN
emaj-102	263	9	.	.	PUNCT
emaj-102	264	1	journal	journal	NOUN
emaj-102	264	2	of	of	ADP
emaj-102	264	3	business	business	NOUN
emaj-102	264	4	finance	finance	NOUN
emaj-102	264	5	and	and	CCONJ
emaj-102	264	6	accounting	accounting	NOUN
emaj-102	264	7	,	,	PUNCT
emaj-102	264	8	11	11	NUM
emaj-102	264	9	(	(	PUNCT
emaj-102	264	10	3	3	NUM
emaj-102	264	11	):	):	PUNCT
emaj-102	264	12	301311	301311	NUM
emaj-102	264	13	.	.	PUNCT
emaj-102	265	1	stevens	stevens	PROPN
emaj-102	265	2	,	,	PUNCT
emaj-102	265	3	d.	d.	PROPN
emaj-102	265	4	l.	l.	PROPN
emaj-102	265	5	1973	1973	NUM
emaj-102	265	6	.	.	PUNCT
emaj-102	266	1	financial	financial	ADJ
emaj-102	266	2	characteristics	characteristic	NOUN
emaj-102	266	3	of	of	ADP
emaj-102	266	4	merged	merged	ADJ
emaj-102	266	5	firms	firm	NOUN
emaj-102	266	6	:	:	PUNCT
emaj-102	266	7	a	a	DET
emaj-102	266	8	multivariate	multivariate	NOUN
emaj-102	266	9	analysis	analysis	NOUN
emaj-102	266	10	.	.	PUNCT
emaj-102	267	1	journal	journal	NOUN
emaj-102	267	2	of	of	ADP
emaj-102	267	3	financial	financial	ADJ
emaj-102	267	4	and	and	CCONJ
emaj-102	267	5	quantitative	quantitative	ADJ
emaj-102	267	6	analysis	analysis	NOUN
emaj-102	267	7	,	,	PUNCT
emaj-102	267	8	8	8	NUM
emaj-102	267	9	(	(	PUNCT
emaj-102	267	10	2	2	NUM
emaj-102	267	11	):	):	PUNCT
emaj-102	267	12	149	149	NUM
emaj-102	267	13	-	-	SYM
emaj-102	267	14	158	158	NUM
emaj-102	267	15	.	.	PUNCT
emaj-102	268	1	tabachnick	tabachnick	PROPN
emaj-102	268	2	,	,	PUNCT
emaj-102	268	3	b.	b.	PROPN
emaj-102	268	4	g.	g.	PROPN
emaj-102	268	5	,	,	PUNCT
emaj-102	268	6	and	and	CCONJ
emaj-102	268	7	l.	l.	PROPN
emaj-102	268	8	s.	s.	PROPN
emaj-102	268	9	fidell	fidell	PROPN
emaj-102	268	10	.	.	PUNCT
emaj-102	269	1	2001	2001	NUM
emaj-102	269	2	.	.	PUNCT
emaj-102	270	1	using	use	VERB
emaj-102	270	2	multivariate	multivariate	NOUN
emaj-102	270	3	statistics	statistic	NOUN
emaj-102	270	4	,	,	PUNCT
emaj-102	270	5	4th	4th	ADJ
emaj-102	270	6	ed	ed	NOUN
emaj-102	270	7	.	.	PUNCT
emaj-102	271	1	needham	needham	PROPN
emaj-102	271	2	heights	heights	PROPN
emaj-102	271	3	,	,	PUNCT
emaj-102	271	4	ma	ma	PROPN
emaj-102	271	5	:	:	PUNCT
emaj-102	271	6	allyn	allyn	PROPN
emaj-102	271	7	and	and	CCONJ
emaj-102	271	8	bacon	bacon	NOUN
emaj-102	271	9	.	.	PUNCT
emaj-102	272	1	wald	wald	PROPN
emaj-102	272	2	,	,	PUNCT
emaj-102	272	3	j.	j.	PROPN
emaj-102	272	4	k.	k.	PROPN
emaj-102	272	5	1999	1999	NUM
emaj-102	272	6	.	.	PUNCT
emaj-102	273	1	how	how	SCONJ
emaj-102	273	2	firm	firm	ADJ
emaj-102	273	3	characteristics	characteristic	NOUN
emaj-102	273	4	affect	affect	VERB
emaj-102	273	5	capital	capital	NOUN
emaj-102	273	6	structure	structure	NOUN
emaj-102	273	7	:	:	PUNCT
emaj-102	273	8	an	an	DET
emaj-102	273	9	international	international	ADJ
emaj-102	273	10	comparison	comparison	NOUN
emaj-102	273	11	.	.	PUNCT
emaj-102	274	1	journal	journal	NOUN
emaj-102	274	2	of	of	ADP
emaj-102	274	3	financial	financial	ADJ
emaj-102	274	4	research	research	NOUN
emaj-102	274	5	,	,	PUNCT
emaj-102	274	6	22	22	NUM
emaj-102	274	7	(	(	PUNCT
emaj-102	274	8	2	2	NUM
emaj-102	274	9	):	):	PUNCT
emaj-102	274	10	161	161	NUM
emaj-102	274	11	-	-	SYM
emaj-102	274	12	187	187	NUM
emaj-102	274	13	.	.	PUNCT