id	sid	tid	token	lemma	pos
epaa-5845	1	1	taxonomy	taxonomy	NOUN
epaa-5845	1	2	of	of	ADP
epaa-5845	1	3	grading	grade	VERB
epaa-5845	1	4	practices	practice	NOUN
epaa-5845	1	5	in	in	ADP
epaa-5845	1	6	the	the	DET
epaa-5845	1	7	university	university	NOUN
epaa-5845	1	8	of	of	ADP
epaa-5845	1	9	puerto	puerto	PROPN
epaa-5845	1	10	rico	rico	PROPN
epaa-5845	1	11	at	at	ADP
epaa-5845	1	12	bayamón	bayamón	NOUN
epaa-5845	1	13	,	,	PUNCT
epaa-5845	1	14	1995	1995	NUM
epaa-5845	1	15	-	-	SYM
epaa-5845	1	16	96	96	NUM
epaa-5845	1	17	to	to	ADP
epaa-5845	1	18	2015	2015	NUM
epaa-5845	1	19	-	-	SYM
epaa-5845	1	20	16	16	NUM
epaa-5845	1	21	journal	journal	NOUN
epaa-5845	1	22	website	website	NOUN
epaa-5845	1	23	:	:	PUNCT
epaa-5845	1	24	http://epaa.asu.edu/ojs/	http://epaa.asu.edu/ojs/	PROPN
epaa-5845	1	25	manuscript	manuscript	NOUN
epaa-5845	1	26	received	receive	VERB
epaa-5845	1	27	:	:	PUNCT
epaa-5845	1	28	7/24/2020	7/24/2020	NUM
epaa-5845	1	29	facebook	facebook	NOUN
epaa-5845	1	30	:	:	PUNCT
epaa-5845	1	31	/epaaa	/epaaa	NOUN
epaa-5845	1	32	revisions	revision	NOUN
epaa-5845	1	33	received	receive	VERB
epaa-5845	1	34	:	:	PUNCT
epaa-5845	1	35	11/24/2020	11/24/2020	NUM
epaa-5845	1	36	twitter	twitter	NOUN
epaa-5845	1	37	:	:	PUNCT
epaa-5845	1	38	@epaa_aape	@epaa_aape	NOUN
epaa-5845	1	39	accepted	accept	VERB
epaa-5845	1	40	:	:	PUNCT
epaa-5845	1	41	1/12/2021	1/12/2021	NUM
epaa-5845	1	42	education	education	NOUN
epaa-5845	1	43	policy	policy	NOUN
epaa-5845	1	44	analysis	analysis	NOUN
epaa-5845	1	45	archives	archive	NOUN
epaa-5845	1	46	a	a	DET
epaa-5845	1	47	peer	peer	NOUN
epaa-5845	1	48	-	-	PUNCT
epaa-5845	1	49	reviewed	review	VERB
epaa-5845	1	50	,	,	PUNCT
epaa-5845	1	51	independent	independent	ADJ
epaa-5845	1	52	,	,	PUNCT
epaa-5845	1	53	open	open	ADJ
epaa-5845	1	54	access	access	NOUN
epaa-5845	1	55	,	,	PUNCT
epaa-5845	1	56	multilingual	multilingual	ADJ
epaa-5845	1	57	journal	journal	NOUN
epaa-5845	1	58	arizona	arizona	PROPN
epaa-5845	1	59	state	state	PROPN
epaa-5845	1	60	university	university	PROPN
epaa-5845	1	61	volume	volume	NOUN
epaa-5845	1	62	29	29	NUM
epaa-5845	1	63	number	number	NOUN
epaa-5845	1	64	57	57	NUM
epaa-5845	1	65	may	may	NOUN
epaa-5845	1	66	3	3	NUM
epaa-5845	1	67	,	,	PUNCT
epaa-5845	1	68	2021	2021	NUM
epaa-5845	1	69	issn	issn	PROPN
epaa-5845	1	70	1068	1068	NUM
epaa-5845	1	71	-	-	SYM
epaa-5845	1	72	2341	2341	NUM
epaa-5845	1	73	taxonomy	taxonomy	NOUN
epaa-5845	1	74	of	of	ADP
epaa-5845	1	75	grading	grade	VERB
epaa-5845	1	76	practices	practice	NOUN
epaa-5845	1	77	in	in	ADP
epaa-5845	1	78	the	the	DET
epaa-5845	1	79	university	university	NOUN
epaa-5845	1	80	of	of	ADP
epaa-5845	1	81	puerto	puerto	PROPN
epaa-5845	1	82	rico	rico	PROPN
epaa-5845	1	83	at	at	ADP
epaa-5845	1	84	bayamón	bayamón	NOUN
epaa-5845	1	85	,	,	PUNCT
epaa-5845	1	86	1995	1995	NUM
epaa-5845	1	87	-	-	SYM
epaa-5845	1	88	96	96	NUM
epaa-5845	1	89	to	to	PART
epaa-5845	1	90	2015	2015	NUM
epaa-5845	1	91	-	-	SYM
epaa-5845	1	92	16	16	NUM
epaa-5845	1	93	in	in	ADP
epaa-5845	1	94	loving	love	VERB
epaa-5845	1	95	memory	memory	NOUN
epaa-5845	1	96	of	of	ADP
epaa-5845	1	97	my	my	PRON
epaa-5845	1	98	son	son	NOUN
epaa-5845	1	99	,	,	PUNCT
epaa-5845	1	100	horacio	horacio	PROPN
epaa-5845	1	101	matos	matos	PROPN
epaa-5845	1	102	-	-	PUNCT
epaa-5845	1	103	de	de	X
epaa-5845	1	104	jesús	jesús	NOUN
epaa-5845	1	105	(	(	PUNCT
epaa-5845	1	106	march	march	PROPN
epaa-5845	1	107	12	12	NUM
epaa-5845	1	108	,	,	PUNCT
epaa-5845	1	109	1983	1983	NUM
epaa-5845	1	110	–	–	PUNCT
epaa-5845	1	111	december	december	PROPN
epaa-5845	1	112	20	20	NUM
epaa-5845	1	113	,	,	PUNCT
epaa-5845	1	114	2009	2009	NUM
epaa-5845	1	115	)	)	PUNCT
epaa-5845	1	116	,	,	PUNCT
epaa-5845	1	117	who	who	PRON
epaa-5845	1	118	passed	pass	VERB
epaa-5845	1	119	too	too	ADV
epaa-5845	1	120	early	early	ADV
epaa-5845	1	121	and	and	CCONJ
epaa-5845	1	122	whom	whom	PRON
epaa-5845	1	123	i	i	PRON
epaa-5845	1	124	sorrowfully	sorrowfully	ADV
epaa-5845	1	125	miss	miss	VERB
epaa-5845	1	126	,	,	PUNCT
epaa-5845	1	127	each	each	DET
epaa-5845	1	128	second	second	ADJ
epaa-5845	1	129	of	of	ADP
epaa-5845	1	130	each	each	DET
epaa-5845	1	131	day	day	NOUN
epaa-5845	1	132	.	.	PUNCT
epaa-5845	2	1	horacio	horacio	PROPN
epaa-5845	2	2	matos	matos	PROPN
epaa-5845	2	3	-	-	PUNCT
epaa-5845	2	4	díaz	díaz	PROPN
epaa-5845	2	5	university	university	PROPN
epaa-5845	2	6	of	of	ADP
epaa-5845	2	7	puerto	puerto	PROPN
epaa-5845	2	8	rico	rico	PROPN
epaa-5845	2	9	at	at	ADP
epaa-5845	2	10	bayamón	bayamón	PROPN
epaa-5845	2	11	puerto	puerto	PROPN
epaa-5845	2	12	rico	rico	PROPN
epaa-5845	2	13	citation	citation	NOUN
epaa-5845	2	14	:	:	PUNCT
epaa-5845	2	15	matos	matos	ADJ
epaa-5845	2	16	-	-	NOUN
epaa-5845	2	17	díaz	díaz	NOUN
epaa-5845	2	18	,	,	PUNCT
epaa-5845	2	19	h.	h.	NOUN
epaa-5845	2	20	(	(	PUNCT
epaa-5845	2	21	2021	2021	NUM
epaa-5845	2	22	)	)	PUNCT
epaa-5845	2	23	.	.	PUNCT
epaa-5845	3	1	taxonomy	taxonomy	NOUN
epaa-5845	3	2	of	of	ADP
epaa-5845	3	3	grading	grade	VERB
epaa-5845	3	4	practices	practice	NOUN
epaa-5845	3	5	in	in	ADP
epaa-5845	3	6	the	the	DET
epaa-5845	3	7	university	university	NOUN
epaa-5845	3	8	of	of	ADP
epaa-5845	3	9	puerto	puerto	PROPN
epaa-5845	3	10	rico	rico	PROPN
epaa-5845	3	11	at	at	ADP
epaa-5845	3	12	bayamón	bayamón	NOUN
epaa-5845	3	13	,	,	PUNCT
epaa-5845	3	14	1995	1995	NUM
epaa-5845	3	15	-	-	SYM
epaa-5845	3	16	96	96	NUM
epaa-5845	3	17	to	to	ADP
epaa-5845	3	18	2015	2015	NUM
epaa-5845	3	19	-	-	SYM
epaa-5845	3	20	16	16	NUM
epaa-5845	3	21	.	.	PUNCT
epaa-5845	4	1	education	education	NOUN
epaa-5845	4	2	policy	policy	NOUN
epaa-5845	4	3	analysis	analysis	NOUN
epaa-5845	4	4	archives	archive	NOUN
epaa-5845	4	5	,	,	PUNCT
epaa-5845	4	6	29(57	29(57	NUM
epaa-5845	4	7	)	)	PUNCT
epaa-5845	4	8	.	.	PUNCT
epaa-5845	5	1	https://doi.org/10.14507/epaa.29.5845	https://doi.org/10.14507/epaa.29.5845	PROPN
epaa-5845	5	2	abstract	abstract	PROPN
epaa-5845	5	3	:	:	PUNCT
epaa-5845	6	1	faculty	faculty	NOUN
epaa-5845	6	2	members	member	NOUN
epaa-5845	6	3	and	and	CCONJ
epaa-5845	6	4	their	their	PRON
epaa-5845	6	5	corresponding	corresponding	ADJ
epaa-5845	6	6	academic	academic	ADJ
epaa-5845	6	7	fields	field	NOUN
epaa-5845	6	8	at	at	ADP
epaa-5845	6	9	the	the	DET
epaa-5845	6	10	university	university	PROPN
epaa-5845	6	11	of	of	ADP
epaa-5845	6	12	puerto	puerto	PROPN
epaa-5845	6	13	rico	rico	PROPN
epaa-5845	6	14	at	at	ADP
epaa-5845	6	15	bayamón	bayamón	PROPN
epaa-5845	6	16	are	be	AUX
epaa-5845	6	17	classified	classify	VERB
epaa-5845	6	18	with	with	ADP
epaa-5845	6	19	regard	regard	NOUN
epaa-5845	6	20	to	to	ADP
epaa-5845	6	21	grading	grade	VERB
epaa-5845	6	22	practices	practice	NOUN
epaa-5845	6	23	over	over	ADP
epaa-5845	6	24	time	time	NOUN
epaa-5845	6	25	.	.	PUNCT
epaa-5845	7	1	based	base	VERB
epaa-5845	7	2	on	on	ADP
epaa-5845	7	3	the	the	DET
epaa-5845	7	4	effects	effect	NOUN
epaa-5845	7	5	on	on	ADP
epaa-5845	7	6	the	the	DET
epaa-5845	7	7	intercept	intercept	NOUN
epaa-5845	7	8	of	of	ADP
epaa-5845	7	9	the	the	DET
epaa-5845	7	10	equations	equation	NOUN
epaa-5845	7	11	that	that	PRON
epaa-5845	7	12	predict	predict	VERB
epaa-5845	7	13	the	the	DET
epaa-5845	7	14	gpa	gpa	PROPN
epaa-5845	7	15	and	and	CCONJ
epaa-5845	7	16	the	the	DET
epaa-5845	7	17	proportion	proportion	NOUN
epaa-5845	7	18	of	of	ADP
epaa-5845	7	19	student	student	NOUN
epaa-5845	7	20	withdrawals	withdrawal	NOUN
epaa-5845	7	21	observed	observe	VERB
epaa-5845	7	22	in	in	ADP
epaa-5845	7	23	each	each	PRON
epaa-5845	7	24	of	of	ADP
epaa-5845	7	25	the	the	DET
epaa-5845	7	26	39,337	39,337	NUM
epaa-5845	7	27	courses	course	NOUN
epaa-5845	7	28	offered	offer	VERB
epaa-5845	7	29	during	during	ADP
epaa-5845	7	30	41	41	NUM
epaa-5845	7	31	consecutive	consecutive	ADJ
epaa-5845	7	32	terms	term	NOUN
epaa-5845	7	33	,	,	PUNCT
epaa-5845	7	34	faculty	faculty	NOUN
epaa-5845	7	35	members	member	NOUN
epaa-5845	7	36	and	and	CCONJ
epaa-5845	7	37	academic	academic	ADJ
epaa-5845	7	38	fields	field	NOUN
epaa-5845	7	39	are	be	AUX
epaa-5845	7	40	scaled	scale	VERB
epaa-5845	7	41	from	from	ADP
epaa-5845	7	42	the	the	DET
epaa-5845	7	43	easiest	easy	ADJ
epaa-5845	7	44	to	to	ADP
epaa-5845	7	45	the	the	DET
epaa-5845	7	46	most	most	ADV
epaa-5845	7	47	difficult	difficult	ADJ
epaa-5845	7	48	.	.	PUNCT
epaa-5845	8	1	evidence	evidence	NOUN
epaa-5845	8	2	points	point	VERB
epaa-5845	8	3	to	to	ADP
epaa-5845	8	4	the	the	DET
epaa-5845	8	5	conclusion	conclusion	NOUN
epaa-5845	8	6	that	that	SCONJ
epaa-5845	8	7	the	the	DET
epaa-5845	8	8	courses	course	NOUN
epaa-5845	8	9	of	of	ADP
epaa-5845	8	10	the	the	DET
epaa-5845	8	11	most	most	ADV
epaa-5845	8	12	difficult	difficult	ADJ
epaa-5845	8	13	academic	academic	ADJ
epaa-5845	8	14	fields	field	NOUN
epaa-5845	8	15	are	be	AUX
epaa-5845	8	16	offered	offer	VERB
epaa-5845	8	17	primarily	primarily	ADV
epaa-5845	8	18	by	by	ADP
epaa-5845	8	19	the	the	DET
epaa-5845	8	20	hardest	hard	ADV
epaa-5845	8	21	grading	grade	VERB
epaa-5845	8	22	faculty	faculty	NOUN
epaa-5845	8	23	members	member	NOUN
epaa-5845	8	24	and	and	CCONJ
epaa-5845	8	25	attended	attend	VERB
epaa-5845	8	26	by	by	ADP
epaa-5845	8	27	the	the	DET
epaa-5845	8	28	most	most	ADV
epaa-5845	8	29	academically	academically	ADV
epaa-5845	8	30	able	able	ADJ
epaa-5845	8	31	students	student	NOUN
epaa-5845	8	32	,	,	PUNCT
epaa-5845	8	33	while	while	SCONJ
epaa-5845	8	34	the	the	DET
epaa-5845	8	35	courses	course	NOUN
epaa-5845	8	36	of	of	ADP
epaa-5845	8	37	the	the	DET
epaa-5845	8	38	easiest	easy	ADJ
epaa-5845	8	39	academic	academic	ADJ
epaa-5845	8	40	fields	field	NOUN
epaa-5845	8	41	are	be	AUX
epaa-5845	8	42	offered	offer	VERB
epaa-5845	8	43	primarily	primarily	ADV
epaa-5845	8	44	by	by	ADP
epaa-5845	8	45	the	the	DET
epaa-5845	8	46	easiest	easy	ADJ
epaa-5845	8	47	grading	grade	VERB
epaa-5845	8	48	faculty	faculty	NOUN
epaa-5845	8	49	members	member	NOUN
epaa-5845	8	50	and	and	CCONJ
epaa-5845	8	51	attended	attend	VERB
epaa-5845	8	52	by	by	ADP
epaa-5845	8	53	less	less	ADV
epaa-5845	8	54	academically	academically	ADV
epaa-5845	8	55	able	able	ADJ
epaa-5845	8	56	students	student	NOUN
epaa-5845	8	57	.	.	PUNCT
epaa-5845	9	1	the	the	DET
epaa-5845	9	2	conclusion	conclusion	NOUN
epaa-5845	9	3	of	of	ADP
epaa-5845	9	4	such	such	ADJ
epaa-5845	9	5	self	self	NOUN
epaa-5845	9	6	-	-	PUNCT
epaa-5845	9	7	sorting	sort	VERB
epaa-5845	9	8	processes	process	NOUN
epaa-5845	9	9	is	be	AUX
epaa-5845	9	10	reinforced	reinforce	VERB
epaa-5845	9	11	by	by	ADP
epaa-5845	9	12	evidence	evidence	NOUN
epaa-5845	9	13	from	from	ADP
epaa-5845	9	14	maximum	maximum	ADJ
epaa-5845	9	15	likelihood	likelihood	NOUN
epaa-5845	9	16	models	model	NOUN
epaa-5845	9	17	demonstrating	demonstrate	VERB
epaa-5845	9	18	that	that	SCONJ
epaa-5845	9	19	the	the	DET
epaa-5845	9	20	probability	probability	NOUN
epaa-5845	9	21	that	that	SCONJ
epaa-5845	9	22	a	a	DET
epaa-5845	9	23	randomly	randomly	ADV
epaa-5845	9	24	selected	select	VERB
epaa-5845	9	25	faculty	faculty	NOUN
epaa-5845	9	26	member	member	NOUN
epaa-5845	9	27	behaves	behave	VERB
epaa-5845	9	28	like	like	ADP
epaa-5845	9	29	a	a	DET
epaa-5845	9	30	highgrader	highgrader	NOUN
epaa-5845	9	31	or	or	CCONJ
epaa-5845	9	32	a	a	DET
epaa-5845	9	33	low	low	ADJ
epaa-5845	9	34	-	-	PUNCT
epaa-5845	9	35	grader	grader	NOUN
epaa-5845	9	36	is	be	AUX
epaa-5845	9	37	highly	highly	ADV
epaa-5845	9	38	and	and	CCONJ
epaa-5845	9	39	significantly	significantly	ADV
epaa-5845	9	40	related	relate	VERB
epaa-5845	9	41	to	to	ADP
epaa-5845	9	42	the	the	DET
epaa-5845	9	43	cluster	cluster	NOUN
epaa-5845	9	44	of	of	ADP
epaa-5845	9	45	academic	academic	ADJ
epaa-5845	9	46	fields	field	NOUN
epaa-5845	9	47	to	to	PART
epaa-5845	9	48	which	which	PRON
epaa-5845	9	49	the	the	DET
epaa-5845	9	50	faculty	faculty	NOUN
epaa-5845	9	51	member	member	NOUN
epaa-5845	9	52	belongs	belong	VERB
epaa-5845	9	53	.	.	PUNCT
epaa-5845	10	1	such	such	DET
epaa-5845	10	2	a	a	DET
epaa-5845	10	3	probability	probability	NOUN
epaa-5845	10	4	is	be	AUX
epaa-5845	10	5	also	also	ADV
epaa-5845	10	6	strongly	strongly	ADV
epaa-5845	10	7	and	and	CCONJ
epaa-5845	10	8	significantly	significantly	ADV
epaa-5845	10	9	http://epaa.asu.edu/ojs/	http://epaa.asu.edu/ojs/	PROPN
epaa-5845	10	10	https://doi.org/10.14507/epaa.29.5845	https://doi.org/10.14507/epaa.29.5845	NOUN
epaa-5845	10	11	education	education	NOUN
epaa-5845	10	12	policy	policy	NOUN
epaa-5845	10	13	analysis	analysis	NOUN
epaa-5845	10	14	archives	archive	NOUN
epaa-5845	10	15	vol	vol	NOUN
epaa-5845	10	16	.	.	PROPN
epaa-5845	10	17	29	29	NUM
epaa-5845	11	1	no	no	NOUN
epaa-5845	11	2	.	.	NOUN
epaa-5845	12	1	57	57	NUM
epaa-5845	12	2	2	2	NUM
epaa-5845	12	3	influenced	influence	VERB
epaa-5845	12	4	by	by	ADP
epaa-5845	12	5	the	the	DET
epaa-5845	12	6	heterogeneity	heterogeneity	NOUN
epaa-5845	12	7	of	of	ADP
epaa-5845	12	8	student	student	NOUN
epaa-5845	12	9	academic	academic	ADJ
epaa-5845	12	10	ability	ability	NOUN
epaa-5845	12	11	distribution	distribution	NOUN
epaa-5845	12	12	.	.	PUNCT
epaa-5845	13	1	hence	hence	ADV
epaa-5845	13	2	,	,	PUNCT
epaa-5845	13	3	faculty	faculty	NOUN
epaa-5845	13	4	members	member	NOUN
epaa-5845	13	5	are	be	AUX
epaa-5845	13	6	very	very	ADV
epaa-5845	13	7	responsive	responsive	ADJ
epaa-5845	13	8	to	to	ADP
epaa-5845	13	9	signals	signal	NOUN
epaa-5845	13	10	sent	send	VERB
epaa-5845	13	11	by	by	ADP
epaa-5845	13	12	their	their	PRON
epaa-5845	13	13	students	student	NOUN
epaa-5845	13	14	’	'	PUNCT
epaa-5845	13	15	characteristics	characteristic	NOUN
epaa-5845	13	16	.	.	PUNCT
epaa-5845	14	1	this	this	DET
epaa-5845	14	2	empirical	empirical	ADJ
epaa-5845	14	3	result	result	NOUN
epaa-5845	14	4	deserves	deserve	VERB
epaa-5845	14	5	further	far	ADV
epaa-5845	14	6	detailed	detailed	ADJ
epaa-5845	14	7	analysis	analysis	NOUN
epaa-5845	14	8	given	give	VERB
epaa-5845	14	9	that	that	SCONJ
epaa-5845	14	10	it	it	PRON
epaa-5845	14	11	implies	imply	VERB
epaa-5845	14	12	a	a	DET
epaa-5845	14	13	scenario	scenario	NOUN
epaa-5845	14	14	in	in	ADP
epaa-5845	14	15	which	which	PRON
epaa-5845	14	16	faculty	faculty	NOUN
epaa-5845	14	17	members	member	NOUN
epaa-5845	14	18	and	and	CCONJ
epaa-5845	14	19	students	student	NOUN
epaa-5845	14	20	engage	engage	VERB
epaa-5845	14	21	in	in	ADP
epaa-5845	14	22	a	a	DET
epaa-5845	14	23	shopping	shopping	NOUN
epaa-5845	14	24	-	-	PUNCT
epaa-5845	14	25	around	around	ADP
epaa-5845	14	26	process	process	NOUN
epaa-5845	14	27	in	in	ADP
epaa-5845	14	28	which	which	PRON
epaa-5845	14	29	both	both	DET
epaa-5845	14	30	parties	party	NOUN
epaa-5845	14	31	free	free	ADJ
epaa-5845	14	32	-	-	PUNCT
epaa-5845	14	33	ride	ride	NOUN
epaa-5845	14	34	from	from	ADP
epaa-5845	14	35	each	each	DET
epaa-5845	14	36	other	other	ADJ
epaa-5845	14	37	,	,	PUNCT
epaa-5845	14	38	altering	alter	VERB
epaa-5845	14	39	institutional	institutional	ADJ
epaa-5845	14	40	norms	norm	NOUN
epaa-5845	14	41	and	and	CCONJ
epaa-5845	14	42	academic	academic	ADJ
epaa-5845	14	43	standards	standard	NOUN
epaa-5845	14	44	.	.	PUNCT
epaa-5845	15	1	keywords	keyword	NOUN
epaa-5845	15	2	:	:	PUNCT
epaa-5845	15	3	grading	grade	VERB
epaa-5845	15	4	taxonomy	taxonomy	NOUN
epaa-5845	15	5	;	;	PUNCT
epaa-5845	15	6	multinomial	multinomial	ADJ
epaa-5845	15	7	logistic	logistic	ADJ
epaa-5845	15	8	models	model	NOUN
epaa-5845	15	9	;	;	PUNCT
epaa-5845	15	10	easy	easy	ADJ
epaa-5845	15	11	and	and	CCONJ
epaa-5845	15	12	tough	tough	ADJ
epaa-5845	15	13	grading	grading	NOUN
epaa-5845	15	14	;	;	PUNCT
epaa-5845	15	15	puerto	puerto	PROPN
epaa-5845	15	16	rico	rico	PROPN
epaa-5845	15	17	taxonomía	taxonomía	PROPN
epaa-5845	15	18	de	de	X
epaa-5845	15	19	las	las	PROPN
epaa-5845	15	20	prácticas	prácticas	PROPN
epaa-5845	15	21	de	de	X
epaa-5845	15	22	evaluación	evaluación	X
epaa-5845	15	23	en	en	X
epaa-5845	15	24	la	la	PROPN
epaa-5845	15	25	universidad	universidad	PROPN
epaa-5845	15	26	de	de	PROPN
epaa-5845	15	27	puerto	puerto	PROPN
epaa-5845	15	28	rico	rico	PROPN
epaa-5845	15	29	en	en	ADP
epaa-5845	15	30	bayamón	bayamón	NOUN
epaa-5845	15	31	,	,	PUNCT
epaa-5845	15	32	1995	1995	NUM
epaa-5845	15	33	-	-	SYM
epaa-5845	15	34	96	96	NUM
epaa-5845	15	35	al	al	PROPN
epaa-5845	15	36	2015	2015	NUM
epaa-5845	15	37	-	-	SYM
epaa-5845	15	38	16	16	NUM
epaa-5845	15	39	resumen	resuman	NOUN
epaa-5845	15	40	:	:	PUNCT
epaa-5845	15	41	los	los	PROPN
epaa-5845	15	42	profesores	profesores	PROPN
epaa-5845	15	43	de	de	X
epaa-5845	15	44	la	la	X
epaa-5845	15	45	universidad	universidad	PROPN
epaa-5845	15	46	de	de	PROPN
epaa-5845	15	47	puerto	puerto	PROPN
epaa-5845	15	48	rico	rico	PROPN
epaa-5845	15	49	en	en	X
epaa-5845	15	50	bayamón	bayamón	PROPN
epaa-5845	15	51	y	y	PROPN
epaa-5845	15	52	sus	sus	PROPN
epaa-5845	15	53	correspondientes	correspondiente	VERB
epaa-5845	15	54	programas	programas	PROPN
epaa-5845	15	55	académicos	académicos	PROPN
epaa-5845	15	56	son	son	NOUN
epaa-5845	15	57	clasificados	clasificado	VERB
epaa-5845	15	58	en	en	X
epaa-5845	15	59	términos	términos	PROPN
epaa-5845	15	60	de	de	X
epaa-5845	15	61	sus	sus	PROPN
epaa-5845	15	62	prácticas	prácticas	PROPN
epaa-5845	15	63	de	de	X
epaa-5845	15	64	evaluación	evaluación	PROPN
epaa-5845	15	65	a	a	DET
epaa-5845	15	66	través	través	NOUN
epaa-5845	15	67	del	del	X
epaa-5845	15	68	tiempo	tiempo	PROPN
epaa-5845	15	69	.	.	PUNCT
epaa-5845	16	1	a	a	DET
epaa-5845	16	2	base	base	NOUN
epaa-5845	16	3	de	de	X
epaa-5845	16	4	su	su	X
epaa-5845	16	5	efecto	efecto	PROPN
epaa-5845	16	6	sobre	sobre	PROPN
epaa-5845	16	7	el	el	PROPN
epaa-5845	16	8	intercepto	intercepto	PROPN
epaa-5845	16	9	de	de	PROPN
epaa-5845	16	10	las	las	X
epaa-5845	16	11	ecuaciones	ecuaciones	PROPN
epaa-5845	16	12	que	que	PROPN
epaa-5845	16	13	predicen	predicen	PROPN
epaa-5845	16	14	el	el	PROPN
epaa-5845	16	15	gpa	gpa	PROPN
epaa-5845	16	16	y	y	PROPN
epaa-5845	16	17	la	la	PROPN
epaa-5845	16	18	proporción	proporción	PROPN
epaa-5845	16	19	de	de	PROPN
epaa-5845	16	20	bajas	bajas	PROPN
epaa-5845	16	21	observadas	observadas	PROPN
epaa-5845	16	22	en	en	PROPN
epaa-5845	16	23	cada	cada	PROPN
epaa-5845	16	24	uno	uno	PROPN
epaa-5845	16	25	de	de	PROPN
epaa-5845	16	26	los	los	PROPN
epaa-5845	16	27	39,337	39,337	NUM
epaa-5845	16	28	cursos	cursos	PROPN
epaa-5845	16	29	ofrecidos	ofrecidos	PROPN
epaa-5845	16	30	durante	durante	PROPN
epaa-5845	16	31	41	41	NUM
epaa-5845	16	32	semestres	semestre	NOUN
epaa-5845	16	33	consecutivos	consecutivos	NOUN
epaa-5845	16	34	,	,	PUNCT
epaa-5845	16	35	se	se	X
epaa-5845	16	36	les	les	X
epaa-5845	16	37	ordena	ordena	X
epaa-5845	16	38	desde	desde	PROPN
epaa-5845	16	39	los	los	PROPN
epaa-5845	16	40	más	más	PROPN
epaa-5845	16	41	fáciles	fácile	VERB
epaa-5845	16	42	hasta	hasta	PROPN
epaa-5845	16	43	los	los	PROPN
epaa-5845	16	44	más	más	PROPN
epaa-5845	16	45	difíciles	difíciles	PROPN
epaa-5845	16	46	.	.	PUNCT
epaa-5845	17	1	la	la	PROPN
epaa-5845	17	2	evidencia	evidencia	PROPN
epaa-5845	17	3	apunta	apunta	PROPN
epaa-5845	17	4	a	a	PROPN
epaa-5845	17	5	la	la	X
epaa-5845	17	6	conclusión	conclusión	PROPN
epaa-5845	17	7	de	de	X
epaa-5845	17	8	que	que	PROPN
epaa-5845	17	9	los	los	PROPN
epaa-5845	17	10	cursos	cursos	PROPN
epaa-5845	17	11	de	de	PROPN
epaa-5845	17	12	los	los	PROPN
epaa-5845	17	13	programas	programas	PROPN
epaa-5845	17	14	académicos	académicos	PROPN
epaa-5845	17	15	más	más	PROPN
epaa-5845	17	16	difíciles	difíciles	PROPN
epaa-5845	17	17	son	son	PROPN
epaa-5845	17	18	ofrecidos	ofrecidos	PROPN
epaa-5845	17	19	principalmente	principalmente	PROPN
epaa-5845	17	20	por	por	PROPN
epaa-5845	17	21	los	los	PROPN
epaa-5845	17	22	profesores	profesores	PROPN
epaa-5845	17	23	más	más	PROPN
epaa-5845	17	24	exigentes	exigente	NOUN
epaa-5845	17	25	,	,	PUNCT
epaa-5845	17	26	y	y	PROPN
epaa-5845	17	27	están	están	PROPN
epaa-5845	17	28	constituidos	constituido	VERB
epaa-5845	17	29	por	por	PROPN
epaa-5845	17	30	los	los	PROPN
epaa-5845	17	31	estudiantes	estudiantes	PROPN
epaa-5845	17	32	académicamente	académicamente	PROPN
epaa-5845	17	33	más	más	PROPN
epaa-5845	17	34	aventajados	aventajado	NOUN
epaa-5845	17	35	;	;	PUNCT
epaa-5845	17	36	mientras	mientras	X
epaa-5845	17	37	que	que	X
epaa-5845	17	38	los	los	PROPN
epaa-5845	17	39	cursos	cursos	PROPN
epaa-5845	17	40	de	de	PROPN
epaa-5845	17	41	los	los	PROPN
epaa-5845	17	42	programas	programas	PROPN
epaa-5845	17	43	académicos	académicos	PROPN
epaa-5845	17	44	más	más	PROPN
epaa-5845	17	45	fáciles	fácile	NOUN
epaa-5845	17	46	son	son	NOUN
epaa-5845	17	47	ofrecidos	ofrecidos	PROPN
epaa-5845	17	48	principalmente	principalmente	PROPN
epaa-5845	17	49	por	por	PROPN
epaa-5845	17	50	los	los	PROPN
epaa-5845	17	51	profesores	profesores	PROPN
epaa-5845	17	52	menos	menos	PROPN
epaa-5845	17	53	exigentes	exigente	NOUN
epaa-5845	17	54	,	,	PUNCT
epaa-5845	17	55	y	y	PROPN
epaa-5845	17	56	están	están	PROPN
epaa-5845	17	57	constituidos	constituido	VERB
epaa-5845	17	58	por	por	PROPN
epaa-5845	17	59	los	los	PROPN
epaa-5845	17	60	estudiantes	estudiantes	PROPN
epaa-5845	17	61	académicamente	académicamente	PROPN
epaa-5845	17	62	más	más	PROPN
epaa-5845	17	63	desventajados	desventajado	NOUN
epaa-5845	17	64	.	.	PUNCT
epaa-5845	18	1	la	la	PROPN
epaa-5845	18	2	conclusión	conclusión	PROPN
epaa-5845	18	3	sobre	sobre	PROPN
epaa-5845	18	4	estos	estos	PROPN
epaa-5845	18	5	procesos	procesos	PROPN
epaa-5845	18	6	de	de	PROPN
epaa-5845	18	7	auto	auto	PROPN
epaa-5845	18	8	selección	selección	PROPN
epaa-5845	18	9	es	es	PROPN
epaa-5845	18	10	reforzada	reforzada	PROPN
epaa-5845	18	11	por	por	PROPN
epaa-5845	18	12	evidencia	evidencia	PROPN
epaa-5845	18	13	pro	pro	X
epaa-5845	18	14	veniente	veniente	X
epaa-5845	18	15	de	de	X
epaa-5845	18	16	modelos	modelos	PROPN
epaa-5845	18	17	de	de	X
epaa-5845	18	18	verosimilitud	verosimilitud	X
epaa-5845	18	19	máxima	máxima	X
epaa-5845	18	20	que	que	PROPN
epaa-5845	18	21	demuestran	demuestran	NOUN
epaa-5845	18	22	que	que	PROPN
epaa-5845	18	23	la	la	PROPN
epaa-5845	18	24	probabilidad	probabilidad	PROPN
epaa-5845	18	25	de	de	X
epaa-5845	18	26	que	que	PROPN
epaa-5845	18	27	un	un	PROPN
epaa-5845	18	28	profesor	profesor	PROPN
epaa-5845	18	29	aleatoriamente	aleatoriamente	PROPN
epaa-5845	18	30	seleccionado	seleccionado	PROPN
epaa-5845	18	31	se	se	PROPN
epaa-5845	18	32	comporte	comporte	PROPN
epaa-5845	18	33	como	como	PROPN
epaa-5845	18	34	un	un	PROPN
epaa-5845	18	35	evaluador	evaluador	PROPN
epaa-5845	18	36	exigente	exigente	PROPN
epaa-5845	18	37	y	y	PROPN
epaa-5845	18	38	riguroso	riguroso	PROPN
epaa-5845	18	39	o	o	PROPN
epaa-5845	18	40	como	como	PROPN
epaa-5845	18	41	uno	uno	PROPN
epaa-5845	18	42	lenitivo	lenitivo	PROPN
epaa-5845	18	43	está	está	PROPN
epaa-5845	18	44	significativamente	significativamente	PROPN
epaa-5845	18	45	determinada	determinada	PROPN
epaa-5845	18	46	por	por	PROPN
epaa-5845	18	47	el	el	PROPN
epaa-5845	18	48	grupo	grupo	PROPN
epaa-5845	18	49	de	de	X
epaa-5845	18	50	programa	programa	PROPN
epaa-5845	18	51	s	s	PART
epaa-5845	18	52	académicos	académicos	PROPN
epaa-5845	18	53	al	al	PROPN
epaa-5845	18	54	que	que	PROPN
epaa-5845	18	55	pertenezca	pertenezca	PROPN
epaa-5845	18	56	.	.	PUNCT
epaa-5845	19	1	tal	tal	PROPN
epaa-5845	19	2	probabilidad	probabilidad	PROPN
epaa-5845	19	3	está	está	PROPN
epaa-5845	19	4	significativa	significativa	PROPN
epaa-5845	19	5	y	y	PROPN
epaa-5845	19	6	fuertemente	fuertemente	PROPN
epaa-5845	19	7	influida	influida	PROPN
epaa-5845	19	8	por	por	PROPN
epaa-5845	19	9	la	la	PRON
epaa-5845	19	10	heterogeneidad	heterogeneidad	PROPN
epaa-5845	19	11	de	de	X
epaa-5845	19	12	la	la	PROPN
epaa-5845	19	13	distribución	distribución	PROPN
epaa-5845	19	14	estudiantil	estudiantil	PROPN
epaa-5845	19	15	de	de	X
epaa-5845	19	16	habilidades	habilidade	NOUN
epaa-5845	19	17	académicas	académica	NOUN
epaa-5845	19	18	.	.	PUNCT
epaa-5845	20	1	por	por	PROPN
epaa-5845	20	2	tanto	tanto	NOUN
epaa-5845	20	3	,	,	PUNCT
epaa-5845	20	4	los	los	PROPN
epaa-5845	20	5	profesores	profesores	PROPN
epaa-5845	20	6	son	son	PROPN
epaa-5845	20	7	muy	muy	PROPN
epaa-5845	20	8	responsivos	responsivos	PROPN
epaa-5845	20	9	a	a	DET
epaa-5845	20	10	las	las	PROPN
epaa-5845	20	11	señales	señales	PROPN
epaa-5845	20	12	enviadas	enviada	VERB
epaa-5845	20	13	por	por	PROPN
epaa-5845	20	14	las	las	PROPN
epaa-5845	20	15	caracter	caracter	PROPN
epaa-5845	20	16	ísticas	ísticas	PROPN
epaa-5845	20	17	de	de	PROPN
epaa-5845	20	18	sus	sus	PROPN
epaa-5845	20	19	estudiantes	estudiante	NOUN
epaa-5845	20	20	.	.	PUNCT
epaa-5845	21	1	este	este	PROPN
epaa-5845	21	2	resultado	resultado	PROPN
epaa-5845	21	3	merece	merece	PROPN
epaa-5845	21	4	análisis	análisis	PROPN
epaa-5845	21	5	más	más	PROPN
epaa-5845	21	6	detallado	detallado	PROPN
epaa-5845	21	7	pues	pues	PROPN
epaa-5845	21	8	implica	implica	PROPN
epaa-5845	21	9	un	un	PROPN
epaa-5845	21	10	escenario	escenario	PROPN
epaa-5845	21	11	donde	donde	PROPN
epaa-5845	21	12	profesores	profesores	PROPN
epaa-5845	21	13	y	y	PROPN
epaa-5845	21	14	estudiantes	estudiantes	PROPN
epaa-5845	21	15	participan	participan	PROPN
epaa-5845	21	16	en	en	PROPN
epaa-5845	21	17	un	un	PROPN
epaa-5845	21	18	proceso	proceso	PROPN
epaa-5845	21	19	(	(	PUNCT
epaa-5845	21	20	van	van	PROPN
epaa-5845	21	21	de	de	PROPN
epaa-5845	21	22	compras	compras	PROPN
epaa-5845	21	23	)	)	PUNCT
epaa-5845	21	24	donde	donde	PROPN
epaa-5845	21	25	cada	cada	PROPN
epaa-5845	21	26	parte	parte	PROPN
epaa-5845	21	27	pretende	pretende	PROPN
epaa-5845	21	28	tomar	tomar	PROPN
epaa-5845	21	29	ventajas	ventajas	PROPN
epaa-5845	21	30	de	de	PROPN
epaa-5845	21	31	la	la	PROPN
epaa-5845	21	32	otra	otra	PROPN
epaa-5845	21	33	,	,	PUNCT
epaa-5845	21	34	impactando	impactando	PROPN
epaa-5845	21	35	adversamente	adversamente	PROPN
epaa-5845	21	36	las	las	PROPN
epaa-5845	21	37	normas	normas	PROPN
epaa-5845	21	38	y	y	PROPN
epaa-5845	21	39	los	los	PROPN
epaa-5845	21	40	estándares	estándare	VERB
epaa-5845	21	41	académicos	académicos	ADJ
epaa-5845	21	42	institucionales	institucionale	NOUN
epaa-5845	21	43	.	.	PUNCT
epaa-5845	22	1	palabras	palabras	PROPN
epaa-5845	22	2	clave	clave	PROPN
epaa-5845	22	3	:	:	PUNCT
epaa-5845	22	4	taxonomía	taxonomía	PROPN
epaa-5845	22	5	de	de	PROPN
epaa-5845	22	6	calificaciones	calificaciones	PROPN
epaa-5845	22	7	;	;	PUNCT
epaa-5845	22	8	modelos	modelos	PROPN
epaa-5845	22	9	logísticos	logísticos	PROPN
epaa-5845	22	10	multinomiales	multinomiale	NOUN
epaa-5845	22	11	;	;	PUNCT
epaa-5845	22	12	evaluación	evaluación	PROPN
epaa-5845	22	13	lenitiva	lenitiva	PROPN
epaa-5845	22	14	y	y	PROPN
epaa-5845	22	15	exigente	exigente	PROPN
epaa-5845	22	16	;	;	PUNCT
epaa-5845	22	17	puerto	puerto	PROPN
epaa-5845	22	18	rico	rico	PROPN
epaa-5845	22	19	taxonomia	taxonomia	PROPN
epaa-5845	22	20	de	de	PROPN
epaa-5845	22	21	práticas	práticas	PROPN
epaa-5845	22	22	avaliativas	avaliativas	PROPN
epaa-5845	22	23	na	na	PROPN
epaa-5845	22	24	universidade	universidade	PROPN
epaa-5845	22	25	de	de	PROPN
epaa-5845	22	26	puerto	puerto	PROPN
epaa-5845	22	27	rico	rico	PROPN
epaa-5845	22	28	-	-	PUNCT
epaa-5845	22	29	bayamón	bayamón	NOUN
epaa-5845	22	30	,	,	PUNCT
epaa-5845	22	31	1995	1995	NUM
epaa-5845	22	32	-	-	SYM
epaa-5845	22	33	96	96	NUM
epaa-5845	22	34	até	até	PROPN
epaa-5845	22	35	2015	2015	NUM
epaa-5845	22	36	-	-	SYM
epaa-5845	22	37	2016	2016	NUM
epaa-5845	22	38	resumo	resumo	NOUN
epaa-5845	22	39	:	:	PUNCT
epaa-5845	22	40	o	o	PROPN
epaa-5845	22	41	quadro	quadro	PROPN
epaa-5845	22	42	docente	docente	PROPN
epaa-5845	22	43	e	e	PROPN
epaa-5845	22	44	seus	seus	PROPN
epaa-5845	22	45	campos	campos	PROPN
epaa-5845	22	46	acadêmicos	acadêmicos	PROPN
epaa-5845	22	47	correspondentes	correspondente	NOUN
epaa-5845	22	48	na	na	PROPN
epaa-5845	22	49	universidade	universidade	PROPN
epaa-5845	22	50	de	de	PROPN
epaa-5845	22	51	porto	porto	PROPN
epaa-5845	22	52	rico	rico	PROPN
epaa-5845	22	53	-	-	PUNCT
epaa-5845	22	54	bayamón	bayamón	NOUN
epaa-5845	22	55	são	são	PROPN
epaa-5845	22	56	classificados	classificados	PROPN
epaa-5845	22	57	de	de	PROPN
epaa-5845	22	58	acordo	acordo	PROPN
epaa-5845	22	59	com	com	PROPN
epaa-5845	22	60	suas	suas	PROPN
epaa-5845	22	61	práticas	práticas	PROPN
epaa-5845	22	62	de	de	PROPN
epaa-5845	22	63	avaliação	avaliação	PROPN
epaa-5845	22	64	no	no	DET
epaa-5845	22	65	decorrer	decorrer	NOUN
epaa-5845	22	66	do	do	VERB
epaa-5845	22	67	tempo	tempo	PROPN
epaa-5845	22	68	.	.	PUNCT
epaa-5845	23	1	baseado	baseado	PROPN
epaa-5845	23	2	em	em	PRON
epaa-5845	23	3	efeitos	efeitos	ADV
epaa-5845	23	4	de	de	X
epaa-5845	23	5	interceptação	interceptação	ADJ
epaa-5845	23	6	de	de	X
epaa-5845	23	7	equações	equações	PROPN
epaa-5845	23	8	que	que	PROPN
epaa-5845	23	9	prevêem	prevêem	PROPN
epaa-5845	23	10	o	o	PROPN
epaa-5845	23	11	gpa	gpa	PROPN
epaa-5845	23	12	(	(	PUNCT
epaa-5845	23	13	média	média	PROPN
epaa-5845	23	14	de	de	PROPN
epaa-5845	23	15	pontos	pontos	PROPN
epaa-5845	23	16	por	por	PROPN
epaa-5845	23	17	nota	nota	PROPN
epaa-5845	23	18	)	)	PUNCT
epaa-5845	23	19	e	e	X
epaa-5845	23	20	pela	pela	PROPN
epaa-5845	23	21	proporção	proporção	PROPN
epaa-5845	23	22	de	de	ADP
epaa-5845	23	23	abandonamentos	abandonamentos	PROPN
epaa-5845	23	24	de	de	PROPN
epaa-5845	23	25	estudantes	estudante	NOUN
epaa-5845	23	26	observados	observado	NOUN
epaa-5845	24	1	em	em	PRON
epaa-5845	24	2	cada	cada	PROPN
epaa-5845	24	3	uma	uma	PROPN
epaa-5845	24	4	das	das	PROPN
epaa-5845	24	5	39.337	39.337	NUM
epaa-5845	24	6	matérias	matéria	NOUN
epaa-5845	24	7	oferecidas	oferecida	NOUN
epaa-5845	24	8	durante	durante	PROPN
epaa-5845	24	9	41	41	NUM
epaa-5845	24	10	semestres	semestre	NOUN
epaa-5845	24	11	consecutivos	consecutivos	NOUN
epaa-5845	24	12	,	,	PUNCT
epaa-5845	24	13	docentes	docentes	PROPN
epaa-5845	24	14	e	e	PROPN
epaa-5845	24	15	campos	campos	PROPN
epaa-5845	24	16	acadêmicos	acadêmicos	PROPN
epaa-5845	24	17	são	são	PROPN
epaa-5845	24	18	escalonados	escalonado	NOUN
epaa-5845	24	19	do	do	VERB
epaa-5845	24	20	mais	mais	PROPN
epaa-5845	24	21	fácil	fácil	PROPN
epaa-5845	24	22	ao	ao	PROPN
epaa-5845	24	23	mais	mais	PROPN
epaa-5845	24	24	difícil	difícil	PROPN
epaa-5845	24	25	.	.	PUNCT
epaa-5845	25	1	a	a	DET
epaa-5845	25	2	evid	evid	PROPN
epaa-5845	25	3	ência	ência	NOUN
epaa-5845	25	4	aponta	aponta	PROPN
epaa-5845	25	5	para	para	NOUN
epaa-5845	25	6	a	a	DET
epaa-5845	25	7	conclusão	conclusão	NOUN
epaa-5845	25	8	que	que	NOUN
epaa-5845	25	9	as	as	ADP
epaa-5845	25	10	matérias	matérias	PROPN
epaa-5845	25	11	dos	dos	PROPN
epaa-5845	25	12	campos	campos	PROPN
epaa-5845	25	13	acadêmicos	acadêmicos	PROPN
epaa-5845	25	14	mais	mais	PROPN
epaa-5845	25	15	difíceis	difíceis	PROPN
epaa-5845	25	16	são	são	PROPN
epaa-5845	25	17	ofertadas	ofertadas	PROPN
epaa-5845	25	18	principalmente	principalmente	PROPN
epaa-5845	25	19	por	por	PROPN
epaa-5845	25	20	docentes	docentes	PROPN
epaa-5845	25	21	que	que	PROPN
epaa-5845	25	22	avaliam	avaliam	PROPN
epaa-5845	25	23	mais	mais	PROPN
epaa-5845	25	24	rigorosamente	rigorosamente	PROPN
epaa-5845	25	25	e	e	PROPN
epaa-5845	25	26	por	por	PROPN
epaa-5845	25	27	alunos	alunos	PROPN
epaa-5845	25	28	mais	mais	PROPN
epaa-5845	25	29	academicamente	academicamente	PROPN
epaa-5845	25	30	habilidosos	habilidosos	PROPN
epaa-5845	25	31	,	,	PUNCT
epaa-5845	25	32	enquanto	enquanto	PROPN
epaa-5845	25	33	que	que	PROPN
epaa-5845	25	34	matérias	matérias	PROPN
epaa-5845	25	35	em	em	PRON
epaa-5845	25	36	campos	campos	PROPN
epaa-5845	25	37	acadêmicos	acadêmicos	PROPN
epaa-5845	25	38	mais	mais	PROPN
epaa-5845	25	39	fáceis	fáceis	PROPN
epaa-5845	25	40	são	são	PROPN
epaa-5845	25	41	ofertadas	ofertadas	PROPN
epaa-5845	25	42	principalmente	principalmente	PROPN
epaa-5845	25	43	por	por	PROPN
epaa-5845	25	44	docentes	docentes	PROPN
epaa-5845	25	45	que	que	PROPN
epaa-5845	25	46	avaliam	avaliam	PROPN
epaa-5845	25	47	de	de	PROPN
epaa-5845	25	48	maneira	maneira	PROPN
epaa-5845	25	49	mais	mais	PROPN
epaa-5845	25	50	branda	branda	PROPN
epaa-5845	25	51	e	e	PROPN
epaa-5845	25	52	composta	composta	PROPN
epaa-5845	25	53	por	por	PROPN
epaa-5845	25	54	alunos	alunos	PROPN
epaa-5845	25	55	menos	menos	PROPN
epaa-5845	25	56	academicamente	academicamente	PROPN
epaa-5845	25	57	habilidosos	habilidosos	PROPN
epaa-5845	25	58	.	.	PUNCT
epaa-5845	26	1	a	a	DET
epaa-5845	26	2	conclusão	conclusão	NOUN
epaa-5845	26	3	desses	desse	VERB
epaa-5845	26	4	processos	processos	PROPN
epaa-5845	26	5	auto	auto	NOUN
epaa-5845	26	6	-	-	PUNCT
epaa-5845	26	7	regulatórios	regulatório	NOUN
epaa-5845	26	8	é	é	PROPN
epaa-5845	26	9	reinforçado	reinforçado	NOUN
epaa-5845	26	10	por	por	PROPN
epaa-5845	26	11	evidências	evidências	PROPN
epaa-5845	26	12	de	de	X
epaa-5845	26	13	modelos	modelos	PROPN
epaa-5845	26	14	de	de	X
epaa-5845	26	15	máxima	máxima	PROPN
epaa-5845	26	16	probabilidade	probabilidade	PROPN
epaa-5845	26	17	os	os	PROPN
epaa-5845	26	18	quais	quais	PROPN
epaa-5845	26	19	demonstram	demonstram	PROPN
epaa-5845	26	20	que	que	PROPN
epaa-5845	26	21	a	a	DET
epaa-5845	26	22	probabilidade	probabilidade	NOUN
epaa-5845	26	23	de	de	X
epaa-5845	26	24	selecionar	selecionar	X
epaa-5845	26	25	um	um	INTJ
epaa-5845	26	26	docente	docente	PROPN
epaa-5845	26	27	taxonomy	taxonomy	NOUN
epaa-5845	26	28	of	of	ADP
epaa-5845	26	29	grading	grade	VERB
epaa-5845	26	30	practices	practice	NOUN
epaa-5845	26	31	in	in	ADP
epaa-5845	26	32	the	the	DET
epaa-5845	26	33	university	university	NOUN
epaa-5845	26	34	of	of	ADP
epaa-5845	26	35	puerto	puerto	PROPN
epaa-5845	26	36	rico	rico	PROPN
epaa-5845	26	37	at	at	ADP
epaa-5845	26	38	bayamón	bayamón	NOUN
epaa-5845	26	39	,	,	PUNCT
epaa-5845	26	40	1995	1995	NUM
epaa-5845	26	41	-	-	SYM
epaa-5845	26	42	96	96	NUM
epaa-5845	26	43	to	to	ADP
epaa-5845	26	44	2015	2015	NUM
epaa-5845	26	45	-16	-16	SYM
epaa-5845	26	46	3	3	NUM
epaa-5845	26	47	acadêmico	acadêmico	NOUN
epaa-5845	26	48	randomicamente	randomicamente	NOUN
epaa-5845	26	49	e	e	X
epaa-5845	26	50	que	que	X
epaa-5845	26	51	se	se	PROPN
epaa-5845	26	52	comporta	comporta	PROPN
epaa-5845	26	53	como	como	PROPN
epaa-5845	26	54	um	um	INTJ
epaa-5845	26	55	avaliador	avaliador	PROPN
epaa-5845	26	56	-	-	PUNCT
epaa-5845	26	57	brando	brando	PROPN
epaa-5845	26	58	ou	ou	PROPN
epaa-5845	26	59	avaliadorrigoroso	avaliadorrigoroso	PROPN
epaa-5845	26	60	é	é	PROPN
epaa-5845	26	61	alta	alta	PROPN
epaa-5845	26	62	e	e	X
epaa-5845	26	63	significantemente	significantemente	NOUN
epaa-5845	26	64	relacionado	relacionado	VERB
epaa-5845	26	65	a	a	DET
epaa-5845	26	66	um	um	INTJ
epaa-5845	26	67	cluster	cluster	NOUN
epaa-5845	26	68	de	de	PROPN
epaa-5845	26	69	campos	campos	PROPN
epaa-5845	26	70	acadêmicos	acadêmicos	PROPN
epaa-5845	26	71	do	do	VERB
epaa-5845	26	72	qual	qual	PROPN
epaa-5845	26	73	o	o	PROPN
epaa-5845	26	74	docente	docente	PROPN
epaa-5845	26	75	do	do	AUX
epaa-5845	26	76	quadro	quadro	PROPN
epaa-5845	26	77	de	de	PROPN
epaa-5845	26	78	professores	professores	PROPN
epaa-5845	26	79	pertence	pertence	PROPN
epaa-5845	26	80	.	.	PUNCT
epaa-5845	27	1	tal	tal	PROPN
epaa-5845	27	2	probabilidade	probabilidade	PROPN
epaa-5845	27	3	é	é	PROPN
epaa-5845	27	4	também	também	PROPN
epaa-5845	27	5	forte	forte	PROPN
epaa-5845	27	6	e	e	X
epaa-5845	27	7	significantemente	significantemente	NOUN
epaa-5845	27	8	influenciada	influenciada	PROPN
epaa-5845	27	9	pela	pela	PROPN
epaa-5845	27	10	heterogeneidade	heterogeneidade	VERB
epaa-5845	27	11	da	da	PROPN
epaa-5845	27	12	distribuição	distribuição	PROPN
epaa-5845	27	13	da	da	PROPN
epaa-5845	27	14	habilidade	habilidade	PROPN
epaa-5845	27	15	acadêmica	acadêmica	PROPN
epaa-5845	27	16	do	do	VERB
epaa-5845	27	17	estudante	estudante	PROPN
epaa-5845	27	18	.	.	PUNCT
epaa-5845	28	1	portanto	portanto	PROPN
epaa-5845	28	2	,	,	PUNCT
epaa-5845	28	3	os	os	PROPN
epaa-5845	28	4	docentes	docentes	PROPN
epaa-5845	28	5	são	são	PROPN
epaa-5845	28	6	bastante	bastante	PROPN
epaa-5845	28	7	responsivos	responsivos	PROPN
epaa-5845	28	8	aos	aos	PROPN
epaa-5845	28	9	sinais	sinais	PROPN
epaa-5845	28	10	característicos	característicos	PROPN
epaa-5845	28	11	enviados	enviados	PROPN
epaa-5845	28	12	por	por	VERB
epaa-5845	28	13	seus	seus	PROPN
epaa-5845	28	14	alunos	alunos	PROPN
epaa-5845	28	15	.	.	PUNCT
epaa-5845	29	1	os	os	PROPN
epaa-5845	29	2	resultados	resultado	VERB
epaa-5845	29	3	empíricos	empíricos	PROPN
epaa-5845	29	4	merecem	merecem	PROPN
epaa-5845	29	5	análises	análise	VERB
epaa-5845	29	6	futuras	futuras	PROPN
epaa-5845	29	7	detalhadas	detalhadas	PROPN
epaa-5845	29	8	uma	uma	PROPN
epaa-5845	29	9	vez	vez	PROPN
epaa-5845	29	10	que	que	PROPN
epaa-5845	29	11	se	se	PROPN
epaa-5845	29	12	implica	implica	PROPN
epaa-5845	29	13	um	um	INTJ
epaa-5845	29	14	cenário	cenário	PROPN
epaa-5845	29	15	no	no	DET
epaa-5845	29	16	qual	qual	ADJ
epaa-5845	29	17	docentes	docentes	PROPN
epaa-5845	29	18	e	e	PROPN
epaa-5845	29	19	discentes	discentes	PROPN
epaa-5845	29	20	se	se	PROPN
epaa-5845	29	21	engajam	engajam	PROPN
epaa-5845	29	22	num	num	PROPN
epaa-5845	29	23	processo	processo	X
epaa-5845	29	24	de	de	X
epaa-5845	29	25	“	"	PUNCT
epaa-5845	29	26	busca	busca	VERB
epaa-5845	29	27	no	no	DET
epaa-5845	29	28	mercado	mercado	NOUN
epaa-5845	29	29	”	"	PUNCT
epaa-5845	29	30	no	no	DET
epaa-5845	29	31	qual	qual	NOUN
epaa-5845	29	32	as	as	SCONJ
epaa-5845	29	33	duas	duas	PROPN
epaa-5845	29	34	partes	part	VERB
epaa-5845	29	35	se	se	PROPN
epaa-5845	29	36	encontram	encontram	PROPN
epaa-5845	29	37	gratuitamente	gratuitamente	PROPN
epaa-5845	29	38	,	,	PUNCT
epaa-5845	29	39	alterando	alterando	PROPN
epaa-5845	29	40	as	as	ADP
epaa-5845	29	41	normas	normas	PROPN
epaa-5845	29	42	institucionais	institucionais	PROPN
epaa-5845	29	43	e	e	PROPN
epaa-5845	29	44	os	os	PROPN
epaa-5845	29	45	padrões	padrões	PROPN
epaa-5845	29	46	acadêmicos	acadêmicos	PROPN
epaa-5845	29	47	.	.	PUNCT
epaa-5845	29	48	palavras	palavras	PROPN
epaa-5845	29	49	-	-	PUNCT
epaa-5845	29	50	chave	chave	NOUN
epaa-5845	29	51	:	:	PUNCT
epaa-5845	29	52	taxonomia	taxonomia	PROPN
epaa-5845	29	53	avaliativa	avaliativa	PROPN
epaa-5845	29	54	;	;	PUNCT
epaa-5845	29	55	modelos	modelos	PROPN
epaa-5845	29	56	de	de	PROPN
epaa-5845	29	57	logística	logística	PROPN
epaa-5845	29	58	multinominais	multinominais	PROPN
epaa-5845	29	59	;	;	PUNCT
epaa-5845	29	60	avaliação	avaliação	X
epaa-5845	29	61	branda	branda	NOUN
epaa-5845	29	62	e	e	PROPN
epaa-5845	29	63	rigorosa	rigorosa	PROPN
epaa-5845	29	64	;	;	PUNCT
epaa-5845	29	65	porto	porto	PROPN
epaa-5845	29	66	rico	rico	PROPN
epaa-5845	29	67	introduction	introduction	NOUN
epaa-5845	29	68	this	this	DET
epaa-5845	29	69	paper	paper	NOUN
epaa-5845	29	70	aims	aim	VERB
epaa-5845	29	71	to	to	PART
epaa-5845	29	72	develop	develop	VERB
epaa-5845	29	73	a	a	DET
epaa-5845	29	74	taxonomy	taxonomy	NOUN
epaa-5845	29	75	for	for	ADP
epaa-5845	29	76	classifying	classify	VERB
epaa-5845	29	77	faculty	faculty	NOUN
epaa-5845	29	78	members	member	NOUN
epaa-5845	29	79	and	and	CCONJ
epaa-5845	29	80	their	their	PRON
epaa-5845	29	81	corresponding	corresponding	ADJ
epaa-5845	29	82	academic	academic	ADJ
epaa-5845	29	83	fields	field	NOUN
epaa-5845	29	84	(	(	PUNCT
epaa-5845	29	85	afs	afs	NOUN
epaa-5845	29	86	)	)	PUNCT
epaa-5845	29	87	at	at	ADP
epaa-5845	29	88	the	the	DET
epaa-5845	29	89	university	university	PROPN
epaa-5845	29	90	of	of	ADP
epaa-5845	29	91	puerto	puerto	PROPN
epaa-5845	29	92	rico	rico	PROPN
epaa-5845	29	93	at	at	ADP
epaa-5845	29	94	bayamón	bayamón	PROPN
epaa-5845	29	95	(	(	PUNCT
epaa-5845	29	96	upr	upr	NOUN
epaa-5845	29	97	-	-	PUNCT
epaa-5845	29	98	bayamón	bayamón	NOUN
epaa-5845	29	99	)	)	PUNCT
epaa-5845	29	100	according	accord	VERB
epaa-5845	29	101	to	to	ADP
epaa-5845	29	102	grading	grade	VERB
epaa-5845	29	103	practices	practice	NOUN
epaa-5845	29	104	over	over	ADP
epaa-5845	29	105	time	time	NOUN
epaa-5845	29	106	.	.	PUNCT
epaa-5845	30	1	to	to	ADP
epaa-5845	30	2	this	this	DET
epaa-5845	30	3	end	end	NOUN
epaa-5845	30	4	,	,	PUNCT
epaa-5845	30	5	a	a	DET
epaa-5845	30	6	rich	rich	ADJ
epaa-5845	30	7	and	and	CCONJ
epaa-5845	30	8	detailed	detailed	ADJ
epaa-5845	30	9	panel	panel	NOUN
epaa-5845	30	10	data	datum	NOUN
epaa-5845	30	11	comprising	comprise	VERB
epaa-5845	30	12	all	all	DET
epaa-5845	30	13	39,337	39,337	NUM
epaa-5845	30	14	courses	course	NOUN
epaa-5845	30	15	offered	offer	VERB
epaa-5845	30	16	during	during	ADP
epaa-5845	30	17	41	41	NUM
epaa-5845	30	18	consecutive	consecutive	ADJ
epaa-5845	30	19	terms	term	NOUN
epaa-5845	30	20	(	(	PUNCT
epaa-5845	30	21	1995	1995	NUM
epaa-5845	30	22	-	-	SYM
epaa-5845	30	23	96	96	NUM
epaa-5845	30	24	to	to	ADP
epaa-5845	30	25	2015	2015	NUM
epaa-5845	30	26	-	-	SYM
epaa-5845	30	27	16	16	NUM
epaa-5845	30	28	)	)	PUNCT
epaa-5845	30	29	is	be	AUX
epaa-5845	30	30	used	use	VERB
epaa-5845	30	31	.	.	PUNCT
epaa-5845	31	1	thus	thus	ADV
epaa-5845	31	2	,	,	PUNCT
epaa-5845	31	3	the	the	DET
epaa-5845	31	4	unit	unit	NOUN
epaa-5845	31	5	of	of	ADP
epaa-5845	31	6	analysis	analysis	NOUN
epaa-5845	31	7	will	will	AUX
epaa-5845	31	8	be	be	AUX
epaa-5845	31	9	individual	individual	ADJ
epaa-5845	31	10	courses	course	NOUN
epaa-5845	31	11	.	.	PUNCT
epaa-5845	32	1	the	the	DET
epaa-5845	32	2	grade	grade	NOUN
epaa-5845	32	3	point	point	NOUN
epaa-5845	32	4	average	average	NOUN
epaa-5845	32	5	(	(	PUNCT
epaa-5845	32	6	gpa	gpa	PROPN
epaa-5845	32	7	)	)	PUNCT
epaa-5845	32	8	and	and	CCONJ
epaa-5845	32	9	the	the	DET
epaa-5845	32	10	proportion	proportion	NOUN
epaa-5845	32	11	of	of	ADP
epaa-5845	32	12	student	student	NOUN
epaa-5845	32	13	withdrawals	withdrawal	NOUN
epaa-5845	32	14	(	(	PUNCT
epaa-5845	32	15	pws	pws	NOUN
epaa-5845	32	16	)	)	PUNCT
epaa-5845	32	17	observed	observe	VERB
epaa-5845	32	18	in	in	ADP
epaa-5845	32	19	each	each	DET
epaa-5845	32	20	course	course	NOUN
epaa-5845	32	21	will	will	AUX
epaa-5845	32	22	provide	provide	VERB
epaa-5845	32	23	the	the	DET
epaa-5845	32	24	underpinnings	underpinning	NOUN
epaa-5845	32	25	to	to	PART
epaa-5845	32	26	scale	scale	VERB
epaa-5845	32	27	faculty	faculty	NOUN
epaa-5845	32	28	members	member	NOUN
epaa-5845	32	29	and	and	CCONJ
epaa-5845	32	30	afs	afs	NOUN
epaa-5845	32	31	from	from	ADP
epaa-5845	32	32	the	the	DET
epaa-5845	32	33	easiest	easy	ADJ
epaa-5845	32	34	to	to	ADP
epaa-5845	32	35	the	the	DET
epaa-5845	32	36	most	most	ADV
epaa-5845	32	37	difficult	difficult	ADJ
epaa-5845	32	38	.	.	PUNCT
epaa-5845	33	1	both	both	DET
epaa-5845	33	2	parameters	parameter	NOUN
epaa-5845	33	3	,	,	PUNCT
epaa-5845	33	4	gpa	gpa	PROPN
epaa-5845	33	5	and	and	CCONJ
epaa-5845	33	6	pws	pws	NOUN
epaa-5845	33	7	,	,	PUNCT
epaa-5845	33	8	will	will	AUX
epaa-5845	33	9	be	be	AUX
epaa-5845	33	10	defined	define	VERB
epaa-5845	33	11	conceptually	conceptually	ADV
epaa-5845	33	12	and	and	CCONJ
epaa-5845	33	13	operationally	operationally	ADV
epaa-5845	33	14	later	later	ADV
epaa-5845	33	15	on	on	ADV
epaa-5845	33	16	.	.	PUNCT
epaa-5845	34	1	once	once	ADV
epaa-5845	34	2	faculty	faculty	NOUN
epaa-5845	34	3	members	member	NOUN
epaa-5845	34	4	and	and	CCONJ
epaa-5845	34	5	afs	afs	NOUN
epaa-5845	34	6	are	be	AUX
epaa-5845	34	7	properly	properly	ADV
epaa-5845	34	8	classified	classified	ADJ
epaa-5845	34	9	according	accord	VERB
epaa-5845	34	10	to	to	ADP
epaa-5845	34	11	the	the	DET
epaa-5845	34	12	defined	define	VERB
epaa-5845	34	13	categories	category	NOUN
epaa-5845	34	14	,	,	PUNCT
epaa-5845	34	15	the	the	DET
epaa-5845	34	16	paper	paper	NOUN
epaa-5845	34	17	focuses	focus	VERB
epaa-5845	34	18	on	on	ADP
epaa-5845	34	19	shedding	shed	VERB
epaa-5845	34	20	light	light	NOUN
epaa-5845	34	21	on	on	ADP
epaa-5845	34	22	several	several	ADJ
epaa-5845	34	23	relevant	relevant	ADJ
epaa-5845	34	24	academic	academic	ADJ
epaa-5845	34	25	issues	issue	NOUN
epaa-5845	34	26	.	.	PUNCT
epaa-5845	35	1	for	for	ADP
epaa-5845	35	2	instance	instance	NOUN
epaa-5845	35	3	,	,	PUNCT
epaa-5845	35	4	it	it	PRON
epaa-5845	35	5	is	be	AUX
epaa-5845	35	6	important	important	ADJ
epaa-5845	35	7	to	to	PART
epaa-5845	35	8	determine	determine	VERB
epaa-5845	35	9	whether	whether	SCONJ
epaa-5845	35	10	faculty	faculty	NOUN
epaa-5845	35	11	members	member	NOUN
epaa-5845	35	12	and	and	CCONJ
epaa-5845	35	13	afs	afs	NOUN
epaa-5845	35	14	are	be	AUX
epaa-5845	35	15	consistent	consistent	ADJ
epaa-5845	35	16	regarding	regard	VERB
epaa-5845	35	17	their	their	PRON
epaa-5845	35	18	grading	grade	VERB
epaa-5845	35	19	practices	practice	NOUN
epaa-5845	35	20	over	over	ADP
epaa-5845	35	21	time	time	NOUN
epaa-5845	35	22	.	.	PUNCT
epaa-5845	36	1	professors	professor	NOUN
epaa-5845	36	2	will	will	AUX
epaa-5845	36	3	behave	behave	VERB
epaa-5845	36	4	consistently	consistently	ADV
epaa-5845	36	5	to	to	ADP
epaa-5845	36	6	the	the	DET
epaa-5845	36	7	extent	extent	NOUN
epaa-5845	36	8	that	that	SCONJ
epaa-5845	36	9	they	they	PRON
epaa-5845	36	10	can	can	AUX
epaa-5845	36	11	be	be	AUX
epaa-5845	36	12	classified	classify	VERB
epaa-5845	36	13	as	as	ADP
epaa-5845	36	14	easy	easy	ADJ
epaa-5845	36	15	or	or	CCONJ
epaa-5845	36	16	difficult	difficult	ADJ
epaa-5845	36	17	with	with	ADP
epaa-5845	36	18	respect	respect	NOUN
epaa-5845	36	19	to	to	ADP
epaa-5845	36	20	both	both	DET
epaa-5845	36	21	gpa	gpa	PROPN
epaa-5845	36	22	and	and	CCONJ
epaa-5845	36	23	pws	pws	NOUN
epaa-5845	36	24	.	.	PUNCT
epaa-5845	37	1	on	on	ADP
epaa-5845	37	2	the	the	DET
epaa-5845	37	3	other	other	ADJ
epaa-5845	37	4	hand	hand	NOUN
epaa-5845	37	5	,	,	PUNCT
epaa-5845	37	6	an	an	DET
epaa-5845	37	7	inconsistent	inconsistent	ADJ
epaa-5845	37	8	behavior	behavior	NOUN
epaa-5845	37	9	will	will	AUX
epaa-5845	37	10	be	be	AUX
epaa-5845	37	11	documented	document	VERB
epaa-5845	37	12	to	to	ADP
epaa-5845	37	13	the	the	DET
epaa-5845	37	14	extent	extent	NOUN
epaa-5845	37	15	that	that	SCONJ
epaa-5845	37	16	the	the	DET
epaa-5845	37	17	professor	professor	NOUN
epaa-5845	37	18	can	can	AUX
epaa-5845	37	19	be	be	AUX
epaa-5845	37	20	classified	classify	VERB
epaa-5845	37	21	as	as	ADV
epaa-5845	37	22	difficult	difficult	ADJ
epaa-5845	37	23	with	with	ADP
epaa-5845	37	24	respect	respect	NOUN
epaa-5845	37	25	to	to	ADP
epaa-5845	37	26	one	one	NUM
epaa-5845	37	27	parameter	parameter	NOUN
epaa-5845	37	28	and	and	CCONJ
epaa-5845	37	29	easy	easy	ADJ
epaa-5845	37	30	with	with	ADP
epaa-5845	37	31	respect	respect	NOUN
epaa-5845	37	32	to	to	ADP
epaa-5845	37	33	the	the	DET
epaa-5845	37	34	other	other	ADJ
epaa-5845	37	35	.	.	PUNCT
epaa-5845	38	1	the	the	DET
epaa-5845	38	2	same	same	ADJ
epaa-5845	38	3	criteria	criterion	NOUN
epaa-5845	38	4	will	will	AUX
epaa-5845	38	5	be	be	AUX
epaa-5845	38	6	applied	apply	VERB
epaa-5845	38	7	to	to	ADP
epaa-5845	38	8	the	the	DET
epaa-5845	38	9	afs	afs	NOUN
epaa-5845	38	10	.	.	PUNCT
epaa-5845	39	1	once	once	SCONJ
epaa-5845	39	2	the	the	DET
epaa-5845	39	3	consistency	consistency	NOUN
epaa-5845	39	4	(	(	PUNCT
epaa-5845	39	5	or	or	CCONJ
epaa-5845	39	6	inconsistency	inconsistency	NOUN
epaa-5845	39	7	)	)	PUNCT
epaa-5845	39	8	of	of	ADP
epaa-5845	39	9	the	the	DET
epaa-5845	39	10	grading	grade	VERB
epaa-5845	39	11	practices	practice	NOUN
epaa-5845	39	12	of	of	ADP
epaa-5845	39	13	faculty	faculty	NOUN
epaa-5845	39	14	members	member	NOUN
epaa-5845	39	15	and	and	CCONJ
epaa-5845	39	16	afs	afs	NOUN
epaa-5845	39	17	is	be	AUX
epaa-5845	39	18	determined	determine	VERB
epaa-5845	39	19	,	,	PUNCT
epaa-5845	39	20	the	the	DET
epaa-5845	39	21	taxonomy	taxonomy	NOUN
epaa-5845	39	22	will	will	AUX
epaa-5845	39	23	allow	allow	VERB
epaa-5845	39	24	the	the	DET
epaa-5845	39	25	analysis	analysis	NOUN
epaa-5845	39	26	of	of	ADP
epaa-5845	39	27	the	the	DET
epaa-5845	39	28	distribution	distribution	NOUN
epaa-5845	39	29	of	of	ADP
epaa-5845	39	30	easy	easy	ADJ
epaa-5845	39	31	and	and	CCONJ
epaa-5845	39	32	difficult	difficult	ADJ
epaa-5845	39	33	faculty	faculty	NOUN
epaa-5845	39	34	members	member	NOUN
epaa-5845	39	35	by	by	ADP
epaa-5845	39	36	easy	easy	ADJ
epaa-5845	39	37	and	and	CCONJ
epaa-5845	39	38	difficult	difficult	ADJ
epaa-5845	39	39	afs	afs	NOUN
epaa-5845	39	40	.	.	PUNCT
epaa-5845	40	1	research	research	NOUN
epaa-5845	40	2	questions	question	NOUN
epaa-5845	40	3	considered	consider	VERB
epaa-5845	40	4	and	and	CCONJ
epaa-5845	40	5	discussed	discuss	VERB
epaa-5845	40	6	in	in	ADP
epaa-5845	40	7	the	the	DET
epaa-5845	40	8	text	text	NOUN
epaa-5845	40	9	are	be	AUX
epaa-5845	40	10	the	the	DET
epaa-5845	40	11	following	following	NOUN
epaa-5845	40	12	:	:	PUNCT
epaa-5845	40	13	is	be	AUX
epaa-5845	40	14	there	there	PRON
epaa-5845	40	15	a	a	DET
epaa-5845	40	16	symmetric	symmetric	ADJ
epaa-5845	40	17	distribution	distribution	NOUN
epaa-5845	40	18	of	of	ADP
epaa-5845	40	19	faculty	faculty	NOUN
epaa-5845	40	20	members	member	NOUN
epaa-5845	40	21	by	by	ADP
epaa-5845	40	22	afs	afs	NOUN
epaa-5845	40	23	in	in	ADP
epaa-5845	40	24	terms	term	NOUN
epaa-5845	40	25	of	of	ADP
epaa-5845	40	26	difficulty	difficulty	NOUN
epaa-5845	40	27	levels	level	NOUN
epaa-5845	40	28	?	?	PUNCT
epaa-5845	41	1	that	that	PRON
epaa-5845	41	2	is	be	AUX
epaa-5845	41	3	,	,	PUNCT
epaa-5845	41	4	do	do	AUX
epaa-5845	41	5	difficult	difficult	ADJ
epaa-5845	41	6	(	(	PUNCT
epaa-5845	41	7	easy	easy	ADJ
epaa-5845	41	8	)	)	PUNCT
epaa-5845	41	9	faculty	faculty	NOUN
epaa-5845	41	10	members	member	NOUN
epaa-5845	41	11	belong	belong	VERB
epaa-5845	41	12	to	to	ADP
epaa-5845	41	13	difficult	difficult	ADJ
epaa-5845	41	14	(	(	PUNCT
epaa-5845	41	15	easy	easy	ADJ
epaa-5845	41	16	)	)	PUNCT
epaa-5845	41	17	afs	afs	NOUN
epaa-5845	41	18	or	or	CCONJ
epaa-5845	41	19	are	be	AUX
epaa-5845	41	20	there	there	PRON
epaa-5845	41	21	crossovers	crossover	NOUN
epaa-5845	41	22	or	or	CCONJ
epaa-5845	41	23	asymmetries	asymmetry	NOUN
epaa-5845	41	24	?	?	PUNCT
epaa-5845	42	1	which	which	PRON
epaa-5845	42	2	are	be	AUX
epaa-5845	42	3	the	the	DET
epaa-5845	42	4	afs	afs	NOUN
epaa-5845	42	5	with	with	ADP
epaa-5845	42	6	the	the	DET
epaa-5845	42	7	greatest	great	ADJ
epaa-5845	42	8	proportion	proportion	NOUN
epaa-5845	42	9	of	of	ADP
epaa-5845	42	10	difficult	difficult	ADJ
epaa-5845	42	11	and	and	CCONJ
epaa-5845	42	12	easy	easy	ADJ
epaa-5845	42	13	faculty	faculty	NOUN
epaa-5845	42	14	members	member	NOUN
epaa-5845	42	15	?	?	PUNCT
epaa-5845	43	1	which	which	PRON
epaa-5845	43	2	are	be	AUX
epaa-5845	43	3	the	the	DET
epaa-5845	43	4	characteristics	characteristic	NOUN
epaa-5845	43	5	of	of	ADP
epaa-5845	43	6	the	the	DET
epaa-5845	43	7	students	student	NOUN
epaa-5845	43	8	enrolled	enrol	VERB
epaa-5845	43	9	in	in	ADP
epaa-5845	43	10	the	the	DET
epaa-5845	43	11	most	most	ADV
epaa-5845	43	12	difficult	difficult	ADJ
epaa-5845	43	13	(	(	PUNCT
epaa-5845	43	14	easy	easy	ADJ
epaa-5845	43	15	)	)	PUNCT
epaa-5845	43	16	afs	afs	NOUN
epaa-5845	43	17	?	?	PUNCT
epaa-5845	44	1	are	be	AUX
epaa-5845	44	2	there	there	ADV
epaa-5845	44	3	selfsorting	selfsorte	VERB
epaa-5845	44	4	processes	process	NOUN
epaa-5845	44	5	matching	match	VERB
epaa-5845	44	6	difficult	difficult	ADJ
epaa-5845	44	7	(	(	PUNCT
epaa-5845	44	8	easy	easy	ADJ
epaa-5845	44	9	)	)	PUNCT
epaa-5845	44	10	faculty	faculty	NOUN
epaa-5845	44	11	members	member	NOUN
epaa-5845	44	12	with	with	ADP
epaa-5845	44	13	difficult	difficult	ADJ
epaa-5845	44	14	(	(	PUNCT
epaa-5845	44	15	easy	easy	ADJ
epaa-5845	44	16	)	)	PUNCT
epaa-5845	44	17	afs	afs	NOUN
epaa-5845	44	18	with	with	ADP
epaa-5845	44	19	the	the	DET
epaa-5845	44	20	academically	academically	ADV
epaa-5845	44	21	ablest	able	ADJ
epaa-5845	44	22	(	(	PUNCT
epaa-5845	44	23	least	least	ADV
epaa-5845	44	24	able	able	ADJ
epaa-5845	44	25	)	)	PUNCT
epaa-5845	44	26	students	student	NOUN
epaa-5845	44	27	?	?	PUNCT
epaa-5845	45	1	if	if	SCONJ
epaa-5845	45	2	such	such	ADJ
epaa-5845	45	3	is	be	AUX
epaa-5845	45	4	the	the	DET
epaa-5845	45	5	case	case	NOUN
epaa-5845	45	6	,	,	PUNCT
epaa-5845	45	7	what	what	PRON
epaa-5845	45	8	are	be	AUX
epaa-5845	45	9	their	their	PRON
epaa-5845	45	10	academic	academic	ADJ
epaa-5845	45	11	consequences	consequence	NOUN
epaa-5845	45	12	?	?	PUNCT
epaa-5845	46	1	it	it	PRON
epaa-5845	46	2	should	should	AUX
epaa-5845	46	3	be	be	AUX
epaa-5845	46	4	emphasized	emphasize	VERB
epaa-5845	46	5	that	that	SCONJ
epaa-5845	46	6	university	university	NOUN
epaa-5845	46	7	norms	norm	NOUN
epaa-5845	46	8	and	and	CCONJ
epaa-5845	46	9	academic	academic	ADJ
epaa-5845	46	10	standards	standard	NOUN
epaa-5845	46	11	share	share	VERB
epaa-5845	46	12	the	the	DET
epaa-5845	46	13	two	two	NUM
epaa-5845	46	14	fundamental	fundamental	ADJ
epaa-5845	46	15	properties	property	NOUN
epaa-5845	46	16	that	that	PRON
epaa-5845	46	17	distinguish	distinguish	VERB
epaa-5845	46	18	public	public	ADJ
epaa-5845	46	19	goods	good	NOUN
epaa-5845	46	20	:	:	PUNCT
epaa-5845	46	21	nonexclusive	nonexclusive	ADJ
epaa-5845	46	22	and	and	CCONJ
epaa-5845	46	23	nonrival	nonrival	NOUN
epaa-5845	46	24	.	.	PUNCT
epaa-5845	47	1	given	give	VERB
epaa-5845	47	2	these	these	DET
epaa-5845	47	3	properties	property	NOUN
epaa-5845	47	4	,	,	PUNCT
epaa-5845	47	5	public	public	ADJ
epaa-5845	47	6	goods	good	NOUN
epaa-5845	47	7	are	be	AUX
epaa-5845	47	8	subject	subject	ADJ
epaa-5845	47	9	to	to	ADP
epaa-5845	47	10	free	free	ADJ
epaa-5845	47	11	-	-	PUNCT
epaa-5845	47	12	riding	ride	VERB
epaa-5845	47	13	behavior	behavior	NOUN
epaa-5845	47	14	,	,	PUNCT
epaa-5845	47	15	i.e.	i.e.	X
epaa-5845	47	16	,	,	PUNCT
epaa-5845	47	17	consumers	consumer	NOUN
epaa-5845	47	18	will	will	AUX
epaa-5845	47	19	not	not	PART
epaa-5845	47	20	reveal	reveal	VERB
epaa-5845	47	21	their	their	PRON
epaa-5845	47	22	willingness	willingness	NOUN
epaa-5845	47	23	to	to	PART
epaa-5845	47	24	pay	pay	VERB
epaa-5845	47	25	for	for	ADP
epaa-5845	47	26	the	the	DET
epaa-5845	47	27	good	good	ADJ
epaa-5845	47	28	preferring	preferring	NOUN
epaa-5845	47	29	to	to	PART
epaa-5845	47	30	rely	rely	VERB
epaa-5845	47	31	on	on	ADP
epaa-5845	47	32	others	other	NOUN
epaa-5845	47	33	to	to	PART
epaa-5845	47	34	pay	pay	VERB
epaa-5845	47	35	for	for	ADP
epaa-5845	47	36	it	it	PRON
epaa-5845	47	37	.	.	PUNCT
epaa-5845	48	1	what	what	PRON
epaa-5845	48	2	kind	kind	NOUN
epaa-5845	48	3	of	of	ADP
epaa-5845	48	4	behaviors	behavior	NOUN
epaa-5845	48	5	will	will	AUX
epaa-5845	48	6	free	free	ADJ
epaa-5845	48	7	-	-	PUNCT
epaa-5845	48	8	riding	ride	VERB
epaa-5845	48	9	induce	induce	NOUN
epaa-5845	48	10	on	on	ADP
epaa-5845	48	11	faculty	faculty	NOUN
epaa-5845	48	12	members	member	NOUN
epaa-5845	48	13	and	and	CCONJ
epaa-5845	48	14	students	student	NOUN
epaa-5845	48	15	,	,	PUNCT
epaa-5845	48	16	and	and	CCONJ
epaa-5845	48	17	what	what	PRON
epaa-5845	48	18	will	will	AUX
epaa-5845	48	19	the	the	DET
epaa-5845	48	20	academic	academic	ADJ
epaa-5845	48	21	consequences	consequence	NOUN
epaa-5845	48	22	be	be	AUX
epaa-5845	48	23	?	?	PUNCT
epaa-5845	49	1	the	the	DET
epaa-5845	49	2	final	final	ADJ
epaa-5845	49	3	stage	stage	NOUN
epaa-5845	49	4	of	of	ADP
epaa-5845	49	5	the	the	DET
epaa-5845	49	6	paper	paper	NOUN
epaa-5845	49	7	explores	explore	VERB
epaa-5845	49	8	the	the	DET
epaa-5845	49	9	analytical	analytical	ADJ
epaa-5845	49	10	insights	insight	NOUN
epaa-5845	49	11	coming	come	VERB
epaa-5845	49	12	from	from	ADP
epaa-5845	49	13	the	the	DET
epaa-5845	49	14	classification	classification	NOUN
epaa-5845	49	15	of	of	ADP
epaa-5845	49	16	each	each	DET
epaa-5845	49	17	faculty	faculty	NOUN
epaa-5845	49	18	member	member	NOUN
epaa-5845	49	19	by	by	ADP
epaa-5845	49	20	categories	category	NOUN
epaa-5845	49	21	through	through	ADP
epaa-5845	49	22	the	the	DET
epaa-5845	49	23	estimation	estimation	NOUN
epaa-5845	49	24	of	of	ADP
epaa-5845	49	25	a	a	DET
epaa-5845	49	26	multinomial	multinomial	ADJ
epaa-5845	49	27	logistic	logistic	ADJ
epaa-5845	49	28	model	model	NOUN
epaa-5845	49	29	using	use	VERB
epaa-5845	49	30	maximum	maximum	ADJ
epaa-5845	49	31	likelihood	likelihood	NOUN
epaa-5845	49	32	methods	method	NOUN
epaa-5845	49	33	.	.	PUNCT
epaa-5845	50	1	the	the	DET
epaa-5845	50	2	estimated	estimate	VERB
epaa-5845	50	3	model	model	NOUN
epaa-5845	50	4	sheds	shed	VERB
epaa-5845	50	5	light	light	NOUN
epaa-5845	50	6	on	on	ADP
epaa-5845	50	7	the	the	DET
epaa-5845	50	8	determinants	determinant	NOUN
epaa-5845	50	9	of	of	ADP
epaa-5845	50	10	the	the	DET
epaa-5845	50	11	education	education	NOUN
epaa-5845	50	12	policy	policy	NOUN
epaa-5845	50	13	analysis	analysis	NOUN
epaa-5845	50	14	archives	archive	NOUN
epaa-5845	50	15	vol	vol	NOUN
epaa-5845	50	16	.	.	PROPN
epaa-5845	50	17	29	29	NUM
epaa-5845	51	1	no	no	NOUN
epaa-5845	51	2	.	.	NOUN
epaa-5845	52	1	57	57	NUM
epaa-5845	52	2	4	4	NUM
epaa-5845	52	3	probability	probability	NOUN
epaa-5845	52	4	that	that	SCONJ
epaa-5845	52	5	a	a	DET
epaa-5845	52	6	randomly	randomly	ADV
epaa-5845	52	7	selected	select	VERB
epaa-5845	52	8	faculty	faculty	NOUN
epaa-5845	52	9	member	member	NOUN
epaa-5845	52	10	belongs	belong	VERB
epaa-5845	52	11	to	to	ADP
epaa-5845	52	12	a	a	DET
epaa-5845	52	13	determinate	determinate	ADJ
epaa-5845	52	14	category	category	NOUN
epaa-5845	52	15	and	and	CCONJ
epaa-5845	52	16	to	to	PART
epaa-5845	52	17	determinate	determinate	VERB
epaa-5845	52	18	afs	afs	NOUN
epaa-5845	52	19	.	.	PUNCT
epaa-5845	53	1	to	to	ADP
epaa-5845	53	2	the	the	DET
epaa-5845	53	3	best	good	ADJ
epaa-5845	53	4	of	of	ADP
epaa-5845	53	5	my	my	PRON
epaa-5845	53	6	knowledge	knowledge	NOUN
epaa-5845	53	7	,	,	PUNCT
epaa-5845	53	8	this	this	PRON
epaa-5845	53	9	is	be	AUX
epaa-5845	53	10	the	the	DET
epaa-5845	53	11	first	first	ADJ
epaa-5845	53	12	paper	paper	NOUN
epaa-5845	53	13	proposing	propose	VERB
epaa-5845	53	14	a	a	DET
epaa-5845	53	15	classification	classification	NOUN
epaa-5845	53	16	of	of	ADP
epaa-5845	53	17	the	the	DET
epaa-5845	53	18	grading	grade	VERB
epaa-5845	53	19	practices	practice	NOUN
epaa-5845	53	20	of	of	ADP
epaa-5845	53	21	both	both	DET
epaa-5845	53	22	faculty	faculty	NOUN
epaa-5845	53	23	members	member	NOUN
epaa-5845	53	24	and	and	CCONJ
epaa-5845	53	25	their	their	PRON
epaa-5845	53	26	corresponding	correspond	VERB
epaa-5845	53	27	afs	afs	NOUN
epaa-5845	53	28	at	at	ADP
epaa-5845	53	29	the	the	DET
epaa-5845	53	30	university	university	NOUN
epaa-5845	53	31	level	level	NOUN
epaa-5845	53	32	that	that	PRON
epaa-5845	53	33	is	be	AUX
epaa-5845	53	34	solidly	solidly	ADV
epaa-5845	53	35	based	base	VERB
epaa-5845	53	36	on	on	ADP
epaa-5845	53	37	empirical	empirical	ADJ
epaa-5845	53	38	evidence	evidence	NOUN
epaa-5845	53	39	gathered	gather	VERB
epaa-5845	53	40	by	by	ADP
epaa-5845	53	41	using	use	VERB
epaa-5845	53	42	different	different	ADJ
epaa-5845	53	43	econometric	econometric	ADJ
epaa-5845	53	44	techniques	technique	NOUN
epaa-5845	53	45	and	and	CCONJ
epaa-5845	53	46	a	a	DET
epaa-5845	53	47	detailed	detailed	ADJ
epaa-5845	53	48	panel	panel	NOUN
epaa-5845	53	49	data	datum	NOUN
epaa-5845	53	50	.	.	PUNCT
epaa-5845	54	1	although	although	SCONJ
epaa-5845	54	2	the	the	DET
epaa-5845	54	3	reported	report	VERB
epaa-5845	54	4	results	result	NOUN
epaa-5845	54	5	are	be	AUX
epaa-5845	54	6	not	not	PART
epaa-5845	54	7	generalizable	generalizable	ADJ
epaa-5845	54	8	,	,	PUNCT
epaa-5845	54	9	the	the	DET
epaa-5845	54	10	methodology	methodology	NOUN
epaa-5845	54	11	adopted	adopt	VERB
epaa-5845	54	12	allows	allow	VERB
epaa-5845	54	13	replicating	replicate	VERB
epaa-5845	54	14	the	the	DET
epaa-5845	54	15	estimation	estimation	NOUN
epaa-5845	54	16	process	process	NOUN
epaa-5845	54	17	in	in	ADP
epaa-5845	54	18	other	other	ADJ
epaa-5845	54	19	institutions	institution	NOUN
epaa-5845	54	20	using	use	VERB
epaa-5845	54	21	their	their	PRON
epaa-5845	54	22	own	own	ADJ
epaa-5845	54	23	data	datum	NOUN
epaa-5845	54	24	.	.	PUNCT
epaa-5845	55	1	the	the	DET
epaa-5845	55	2	remainder	remainder	NOUN
epaa-5845	55	3	of	of	ADP
epaa-5845	55	4	the	the	DET
epaa-5845	55	5	paper	paper	NOUN
epaa-5845	55	6	focuses	focus	VERB
epaa-5845	55	7	on	on	ADP
epaa-5845	55	8	reviewing	review	VERB
epaa-5845	55	9	the	the	DET
epaa-5845	55	10	scant	scant	ADJ
epaa-5845	55	11	literature	literature	NOUN
epaa-5845	55	12	gathered	gather	VERB
epaa-5845	55	13	,	,	PUNCT
epaa-5845	55	14	describing	describe	VERB
epaa-5845	55	15	the	the	DET
epaa-5845	55	16	data	datum	NOUN
epaa-5845	55	17	underlying	underlie	VERB
epaa-5845	55	18	the	the	DET
epaa-5845	55	19	present	present	ADJ
epaa-5845	55	20	study	study	NOUN
epaa-5845	55	21	;	;	PUNCT
epaa-5845	55	22	contextualizing	contextualize	VERB
epaa-5845	55	23	the	the	DET
epaa-5845	55	24	relationship	relationship	NOUN
epaa-5845	55	25	between	between	ADP
epaa-5845	55	26	gpa	gpa	PROPN
epaa-5845	55	27	and	and	CCONJ
epaa-5845	55	28	course	course	NOUN
epaa-5845	55	29	withdrawals	withdrawal	NOUN
epaa-5845	55	30	;	;	PUNCT
epaa-5845	55	31	motivating	motivate	VERB
epaa-5845	55	32	the	the	DET
epaa-5845	55	33	empirical	empirical	ADJ
epaa-5845	55	34	formulation	formulation	NOUN
epaa-5845	55	35	of	of	ADP
epaa-5845	55	36	the	the	DET
epaa-5845	55	37	models	model	NOUN
epaa-5845	55	38	;	;	PUNCT
epaa-5845	55	39	justifying	justify	VERB
epaa-5845	55	40	and	and	CCONJ
epaa-5845	55	41	motivating	motivate	VERB
epaa-5845	55	42	the	the	DET
epaa-5845	55	43	taxonomy	taxonomy	NOUN
epaa-5845	55	44	;	;	PUNCT
epaa-5845	55	45	presenting	present	VERB
epaa-5845	55	46	the	the	DET
epaa-5845	55	47	empirical	empirical	ADJ
epaa-5845	55	48	results	result	NOUN
epaa-5845	55	49	,	,	PUNCT
epaa-5845	55	50	and	and	CCONJ
epaa-5845	55	51	summarizing	summarize	VERB
epaa-5845	55	52	the	the	DET
epaa-5845	55	53	central	central	ADJ
epaa-5845	55	54	findings	finding	NOUN
epaa-5845	55	55	of	of	ADP
epaa-5845	55	56	the	the	DET
epaa-5845	55	57	study	study	NOUN
epaa-5845	55	58	.	.	PUNCT
epaa-5845	56	1	unsuccessful	unsuccessful	ADJ
epaa-5845	56	2	quest	quest	NOUN
epaa-5845	56	3	of	of	ADP
epaa-5845	56	4	relevant	relevant	ADJ
epaa-5845	56	5	literature	literature	NOUN
epaa-5845	56	6	:	:	PUNCT
epaa-5845	56	7	a	a	DET
epaa-5845	56	8	note	note	NOUN
epaa-5845	56	9	according	accord	VERB
epaa-5845	56	10	to	to	ADP
epaa-5845	56	11	johnson	johnson	PROPN
epaa-5845	56	12	(	(	PUNCT
epaa-5845	56	13	2003	2003	NUM
epaa-5845	56	14	)	)	PUNCT
epaa-5845	56	15	,	,	PUNCT
epaa-5845	56	16	the	the	DET
epaa-5845	56	17	origins	origin	NOUN
epaa-5845	56	18	of	of	ADP
epaa-5845	56	19	the	the	DET
epaa-5845	56	20	discussion	discussion	NOUN
epaa-5845	56	21	on	on	ADP
epaa-5845	56	22	the	the	DET
epaa-5845	56	23	relationship	relationship	NOUN
epaa-5845	56	24	between	between	ADP
epaa-5845	56	25	student	student	NOUN
epaa-5845	56	26	evaluations	evaluation	NOUN
epaa-5845	56	27	of	of	ADP
epaa-5845	56	28	teaching	teaching	NOUN
epaa-5845	56	29	(	(	PUNCT
epaa-5845	56	30	set	set	NOUN
epaa-5845	56	31	)	)	PUNCT
epaa-5845	56	32	and	and	CCONJ
epaa-5845	56	33	grade	grade	NOUN
epaa-5845	56	34	inflation	inflation	NOUN
epaa-5845	56	35	dates	date	VERB
epaa-5845	56	36	back	back	ADV
epaa-5845	56	37	to	to	ADP
epaa-5845	56	38	studies	study	NOUN
epaa-5845	56	39	conducted	conduct	VERB
epaa-5845	56	40	by	by	ADP
epaa-5845	56	41	remmers	remmer	NOUN
epaa-5845	56	42	(	(	PUNCT
epaa-5845	56	43	1928	1928	NUM
epaa-5845	56	44	,	,	PUNCT
epaa-5845	56	45	1930	1930	NUM
epaa-5845	56	46	)	)	PUNCT
epaa-5845	56	47	in	in	ADP
epaa-5845	56	48	the	the	DET
epaa-5845	56	49	late	late	ADJ
epaa-5845	56	50	1920s	1920s	NUM
epaa-5845	56	51	.	.	PUNCT
epaa-5845	57	1	since	since	SCONJ
epaa-5845	57	2	then	then	ADV
epaa-5845	57	3	,	,	PUNCT
epaa-5845	57	4	much	much	ADJ
epaa-5845	57	5	has	have	AUX
epaa-5845	57	6	been	be	AUX
epaa-5845	57	7	written	write	VERB
epaa-5845	57	8	on	on	ADP
epaa-5845	57	9	the	the	DET
epaa-5845	57	10	subject	subject	NOUN
epaa-5845	57	11	.	.	PUNCT
epaa-5845	58	1	even	even	ADV
epaa-5845	58	2	in	in	ADP
epaa-5845	58	3	afs	afs	NOUN
epaa-5845	58	4	far	far	ADV
epaa-5845	58	5	from	from	ADP
epaa-5845	58	6	the	the	DET
epaa-5845	58	7	scope	scope	NOUN
epaa-5845	58	8	of	of	ADP
epaa-5845	58	9	economics	economic	NOUN
epaa-5845	58	10	,	,	PUNCT
epaa-5845	58	11	such	such	ADJ
epaa-5845	58	12	as	as	ADP
epaa-5845	58	13	medical	medical	ADJ
epaa-5845	58	14	imaging	imaging	NOUN
epaa-5845	58	15	and	and	CCONJ
epaa-5845	58	16	radiation	radiation	NOUN
epaa-5845	58	17	sciences	science	NOUN
epaa-5845	58	18	,	,	PUNCT
epaa-5845	58	19	the	the	DET
epaa-5845	58	20	subject	subject	NOUN
epaa-5845	58	21	of	of	ADP
epaa-5845	58	22	grade	grade	NOUN
epaa-5845	58	23	inflation	inflation	NOUN
epaa-5845	58	24	is	be	AUX
epaa-5845	58	25	passionately	passionately	ADV
epaa-5845	58	26	debated	debate	VERB
epaa-5845	58	27	nowadays	nowadays	ADV
epaa-5845	58	28	(	(	PUNCT
epaa-5845	58	29	watts	watts	PROPN
epaa-5845	58	30	&	&	CCONJ
epaa-5845	58	31	winters	winter	NOUN
epaa-5845	58	32	,	,	PUNCT
epaa-5845	58	33	2016	2016	NUM
epaa-5845	58	34	)	)	PUNCT
epaa-5845	58	35	.	.	PUNCT
epaa-5845	59	1	however	however	ADV
epaa-5845	59	2	,	,	PUNCT
epaa-5845	59	3	with	with	ADP
epaa-5845	59	4	the	the	DET
epaa-5845	59	5	exceptions	exception	NOUN
epaa-5845	59	6	of	of	ADP
epaa-5845	59	7	sabot	sabot	NOUN
epaa-5845	59	8	&	&	CCONJ
epaa-5845	59	9	wakeman	wakeman	PROPN
epaa-5845	59	10	-	-	PUNCT
epaa-5845	59	11	linn	linn	PROPN
epaa-5845	59	12	(	(	PUNCT
epaa-5845	59	13	1991	1991	NUM
epaa-5845	59	14	)	)	PUNCT
epaa-5845	59	15	,	,	PUNCT
epaa-5845	59	16	achen	achen	NOUN
epaa-5845	59	17	&	&	CCONJ
epaa-5845	59	18	courant	courant	PROPN
epaa-5845	59	19	(	(	PUNCT
epaa-5845	59	20	2009	2009	NUM
epaa-5845	59	21	)	)	PUNCT
epaa-5845	59	22	,	,	PUNCT
epaa-5845	59	23	as	as	ADV
epaa-5845	59	24	well	well	ADV
epaa-5845	59	25	as	as	ADP
epaa-5845	59	26	butcher	butcher	NOUN
epaa-5845	59	27	et	et	PROPN
epaa-5845	59	28	al	al	PROPN
epaa-5845	59	29	.	.	PROPN
epaa-5845	59	30	(	(	PUNCT
epaa-5845	59	31	2014	2014	NUM
epaa-5845	59	32	)	)	PUNCT
epaa-5845	59	33	,	,	PUNCT
epaa-5845	59	34	there	there	PRON
epaa-5845	59	35	has	have	AUX
epaa-5845	59	36	been	be	AUX
epaa-5845	59	37	little	little	ADV
epaa-5845	59	38	published	publish	VERB
epaa-5845	59	39	work	work	NOUN
epaa-5845	59	40	aimed	aim	VERB
epaa-5845	59	41	at	at	ADP
epaa-5845	59	42	classifying	classify	VERB
epaa-5845	59	43	faculty	faculty	NOUN
epaa-5845	59	44	members	member	NOUN
epaa-5845	59	45	and	and	CCONJ
epaa-5845	59	46	their	their	PRON
epaa-5845	59	47	corresponding	corresponding	ADJ
epaa-5845	59	48	afs	afs	NOUN
epaa-5845	59	49	using	use	VERB
epaa-5845	59	50	a	a	DET
epaa-5845	59	51	scale	scale	NOUN
epaa-5845	59	52	from	from	ADP
epaa-5845	59	53	low	low	ADV
epaa-5845	59	54	-	-	PUNCT
epaa-5845	59	55	grading	grading	NOUN
epaa-5845	59	56	to	to	ADP
epaa-5845	59	57	high	high	ADV
epaa-5845	59	58	-	-	PUNCT
epaa-5845	59	59	grading	grade	VERB
epaa-5845	59	60	.	.	PUNCT
epaa-5845	60	1	although	although	SCONJ
epaa-5845	60	2	these	these	DET
epaa-5845	60	3	three	three	NUM
epaa-5845	60	4	papers	paper	NOUN
epaa-5845	60	5	are	be	AUX
epaa-5845	60	6	devoted	devote	VERB
epaa-5845	60	7	to	to	ADP
epaa-5845	60	8	the	the	DET
epaa-5845	60	9	study	study	NOUN
epaa-5845	60	10	of	of	ADP
epaa-5845	60	11	the	the	DET
epaa-5845	60	12	phenomenon	phenomenon	NOUN
epaa-5845	60	13	of	of	ADP
epaa-5845	60	14	grade	grade	NOUN
epaa-5845	60	15	inflation	inflation	NOUN
epaa-5845	60	16	at	at	ADP
epaa-5845	60	17	three	three	NUM
epaa-5845	60	18	u.s	u.s	PROPN
epaa-5845	60	19	.	.	PROPN
epaa-5845	60	20	universities	university	NOUN
epaa-5845	60	21	(	(	PUNCT
epaa-5845	60	22	williams	williams	PROPN
epaa-5845	60	23	college	college	PROPN
epaa-5845	60	24	,	,	PUNCT
epaa-5845	60	25	the	the	DET
epaa-5845	60	26	university	university	PROPN
epaa-5845	60	27	of	of	ADP
epaa-5845	60	28	michigan	michigan	PROPN
epaa-5845	60	29	,	,	PUNCT
epaa-5845	60	30	and	and	CCONJ
epaa-5845	60	31	wellesley	wellesley	PROPN
epaa-5845	60	32	college	college	PROPN
epaa-5845	60	33	,	,	PUNCT
epaa-5845	60	34	respectively	respectively	ADV
epaa-5845	60	35	)	)	PUNCT
epaa-5845	60	36	,	,	PUNCT
epaa-5845	60	37	their	their	PRON
epaa-5845	60	38	authors	author	NOUN
epaa-5845	60	39	classified	classify	VERB
epaa-5845	60	40	the	the	DET
epaa-5845	60	41	afs	afs	NOUN
epaa-5845	60	42	of	of	ADP
epaa-5845	60	43	each	each	DET
epaa-5845	60	44	institution	institution	NOUN
epaa-5845	60	45	from	from	ADP
epaa-5845	60	46	lowto	lowto	PROPN
epaa-5845	60	47	high	high	ADV
epaa-5845	60	48	-	-	PUNCT
epaa-5845	60	49	grading	grade	VERB
epaa-5845	60	50	in	in	ADP
epaa-5845	60	51	terms	term	NOUN
epaa-5845	60	52	of	of	ADP
epaa-5845	60	53	their	their	PRON
epaa-5845	60	54	average	average	ADJ
epaa-5845	60	55	gpa	gpa	NOUN
epaa-5845	60	56	through	through	ADP
epaa-5845	60	57	time	time	NOUN
epaa-5845	60	58	,	,	PUNCT
epaa-5845	60	59	which	which	PRON
epaa-5845	60	60	is	be	AUX
epaa-5845	60	61	consistent	consistent	ADJ
epaa-5845	60	62	with	with	ADP
epaa-5845	60	63	some	some	PRON
epaa-5845	60	64	of	of	ADP
epaa-5845	60	65	the	the	DET
epaa-5845	60	66	procedures	procedure	NOUN
epaa-5845	60	67	adopted	adopt	VERB
epaa-5845	60	68	by	by	ADP
epaa-5845	60	69	the	the	DET
epaa-5845	60	70	taxonomy	taxonomy	NOUN
epaa-5845	60	71	proposed	propose	VERB
epaa-5845	60	72	in	in	ADP
epaa-5845	60	73	this	this	DET
epaa-5845	60	74	paper	paper	NOUN
epaa-5845	60	75	.	.	PUNCT
epaa-5845	61	1	according	accord	VERB
epaa-5845	61	2	to	to	ADP
epaa-5845	61	3	sabot	sabot	PROPN
epaa-5845	61	4	&	&	CCONJ
epaa-5845	61	5	wakeman	wakeman	PROPN
epaa-5845	61	6	-	-	PUNCT
epaa-5845	61	7	linn	linn	PROPN
epaa-5845	61	8	(	(	PUNCT
epaa-5845	61	9	1991	1991	NUM
epaa-5845	61	10	)	)	PUNCT
epaa-5845	61	11	,	,	PUNCT
epaa-5845	61	12	mathematics	mathematic	NOUN
epaa-5845	61	13	(	(	PUNCT
epaa-5845	61	14	2.53	2.53	NUM
epaa-5845	61	15	)	)	PUNCT
epaa-5845	61	16	,	,	PUNCT
epaa-5845	61	17	chemistry	chemistry	NOUN
epaa-5845	61	18	(	(	PUNCT
epaa-5845	61	19	2.66	2.66	NUM
epaa-5845	61	20	)	)	PUNCT
epaa-5845	61	21	,	,	PUNCT
epaa-5845	61	22	and	and	CCONJ
epaa-5845	61	23	economics	economic	NOUN
epaa-5845	61	24	(	(	PUNCT
epaa-5845	61	25	2.81	2.81	NUM
epaa-5845	61	26	)	)	PUNCT
epaa-5845	61	27	exhibit	exhibit	VERB
epaa-5845	61	28	the	the	DET
epaa-5845	61	29	lowest	low	ADJ
epaa-5845	61	30	mean	mean	ADJ
epaa-5845	61	31	grades	grade	NOUN
epaa-5845	61	32	among	among	ADP
epaa-5845	61	33	all	all	DET
epaa-5845	61	34	the	the	DET
epaa-5845	61	35	afs	afs	NOUN
epaa-5845	61	36	.	.	PUNCT
epaa-5845	62	1	exactly	exactly	ADV
epaa-5845	62	2	the	the	DET
epaa-5845	62	3	same	same	ADJ
epaa-5845	62	4	order	order	NOUN
epaa-5845	62	5	is	be	AUX
epaa-5845	62	6	reported	report	VERB
epaa-5845	62	7	by	by	ADP
epaa-5845	62	8	achen	achen	NOUN
epaa-5845	62	9	&	&	CCONJ
epaa-5845	62	10	courant	courant	PROPN
epaa-5845	62	11	(	(	PUNCT
epaa-5845	62	12	2009	2009	NUM
epaa-5845	62	13	)	)	PUNCT
epaa-5845	62	14	using	use	VERB
epaa-5845	62	15	data	datum	NOUN
epaa-5845	62	16	from	from	ADP
epaa-5845	62	17	the	the	DET
epaa-5845	62	18	university	university	PROPN
epaa-5845	62	19	of	of	ADP
epaa-5845	62	20	michigan	michigan	PROPN
epaa-5845	62	21	:	:	PUNCT
epaa-5845	62	22	mathematics	mathematic	NOUN
epaa-5845	62	23	(	(	PUNCT
epaa-5845	62	24	2.53	2.53	NUM
epaa-5845	62	25	)	)	PUNCT
epaa-5845	62	26	,	,	PUNCT
epaa-5845	62	27	chemistry	chemistry	NOUN
epaa-5845	62	28	(	(	PUNCT
epaa-5845	62	29	2.66	2.66	NUM
epaa-5845	62	30	)	)	PUNCT
epaa-5845	62	31	,	,	PUNCT
epaa-5845	62	32	and	and	CCONJ
epaa-5845	62	33	economics	economic	NOUN
epaa-5845	62	34	(	(	PUNCT
epaa-5845	62	35	2.81	2.81	NUM
epaa-5845	62	36	)	)	PUNCT
epaa-5845	62	37	.	.	PUNCT
epaa-5845	63	1	although	although	SCONJ
epaa-5845	63	2	the	the	DET
epaa-5845	63	3	data	datum	NOUN
epaa-5845	63	4	reported	report	VERB
epaa-5845	63	5	by	by	ADP
epaa-5845	63	6	butcher	butcher	NOUN
epaa-5845	63	7	et	et	PROPN
epaa-5845	63	8	al	al	PROPN
epaa-5845	63	9	.	.	PROPN
epaa-5845	63	10	,	,	PUNCT
epaa-5845	63	11	(	(	PUNCT
epaa-5845	63	12	2014	2014	NUM
epaa-5845	63	13	)	)	PUNCT
epaa-5845	63	14	for	for	ADP
epaa-5845	63	15	afs	afs	NOUN
epaa-5845	63	16	at	at	ADP
epaa-5845	63	17	wellesley	wellesley	PROPN
epaa-5845	63	18	college	college	PROPN
epaa-5845	63	19	change	change	VERB
epaa-5845	63	20	the	the	DET
epaa-5845	63	21	order	order	NOUN
epaa-5845	63	22	,	,	PUNCT
epaa-5845	63	23	chemistry	chemistry	NOUN
epaa-5845	63	24	,	,	PUNCT
epaa-5845	63	25	economics	economic	NOUN
epaa-5845	63	26	,	,	PUNCT
epaa-5845	63	27	and	and	CCONJ
epaa-5845	63	28	mathematics	mathematic	NOUN
epaa-5845	63	29	are	be	AUX
epaa-5845	63	30	among	among	ADP
epaa-5845	63	31	the	the	DET
epaa-5845	63	32	lowest	lowest	ADV
epaa-5845	63	33	-	-	PUNCT
epaa-5845	63	34	grading	grade	VERB
epaa-5845	63	35	fields	field	NOUN
epaa-5845	63	36	.	.	PUNCT
epaa-5845	64	1	all	all	DET
epaa-5845	64	2	three	three	NUM
epaa-5845	64	3	papers	paper	NOUN
epaa-5845	64	4	report	report	VERB
epaa-5845	64	5	that	that	SCONJ
epaa-5845	64	6	liberal	liberal	ADJ
epaa-5845	64	7	arts	art	NOUN
epaa-5845	64	8	afs	afs	NOUN
epaa-5845	64	9	are	be	AUX
epaa-5845	64	10	at	at	ADP
epaa-5845	64	11	the	the	DET
epaa-5845	64	12	top	top	NOUN
epaa-5845	64	13	of	of	ADP
epaa-5845	64	14	the	the	DET
epaa-5845	64	15	grades	grade	NOUN
epaa-5845	64	16	distribution	distribution	NOUN
epaa-5845	64	17	,	,	PUNCT
epaa-5845	64	18	which	which	PRON
epaa-5845	64	19	is	be	AUX
epaa-5845	64	20	consistent	consistent	ADJ
epaa-5845	64	21	with	with	ADP
epaa-5845	64	22	this	this	DET
epaa-5845	64	23	paper	paper	NOUN
epaa-5845	64	24	’s	’s	PART
epaa-5845	64	25	results	result	NOUN
epaa-5845	64	26	.	.	PUNCT
epaa-5845	65	1	several	several	ADJ
epaa-5845	65	2	papers	paper	NOUN
epaa-5845	65	3	related	relate	VERB
epaa-5845	65	4	to	to	ADP
epaa-5845	65	5	the	the	DET
epaa-5845	65	6	results	result	NOUN
epaa-5845	65	7	reported	report	VERB
epaa-5845	65	8	in	in	ADP
epaa-5845	65	9	this	this	DET
epaa-5845	65	10	study	study	NOUN
epaa-5845	65	11	will	will	AUX
epaa-5845	65	12	be	be	AUX
epaa-5845	65	13	discussed	discuss	VERB
epaa-5845	65	14	whenever	whenever	SCONJ
epaa-5845	65	15	it	it	PRON
epaa-5845	65	16	is	be	AUX
epaa-5845	65	17	necessary	necessary	ADJ
epaa-5845	65	18	throughout	throughout	ADP
epaa-5845	65	19	the	the	DET
epaa-5845	65	20	text	text	NOUN
epaa-5845	65	21	.	.	PUNCT
epaa-5845	66	1	they	they	PRON
epaa-5845	66	2	address	address	VERB
epaa-5845	66	3	important	important	ADJ
epaa-5845	66	4	academic	academic	ADJ
epaa-5845	66	5	issues	issue	NOUN
epaa-5845	66	6	;	;	PUNCT
epaa-5845	66	7	particularly	particularly	ADV
epaa-5845	66	8	,	,	PUNCT
epaa-5845	66	9	the	the	DET
epaa-5845	66	10	relationship	relationship	NOUN
epaa-5845	66	11	between	between	ADP
epaa-5845	66	12	teachers	teacher	NOUN
epaa-5845	66	13	’	’	PART
epaa-5845	66	14	quality	quality	NOUN
epaa-5845	66	15	and	and	CCONJ
epaa-5845	66	16	students	student	NOUN
epaa-5845	66	17	’	'	PUNCT
epaa-5845	66	18	academic	academic	ADJ
epaa-5845	66	19	achievements	achievement	NOUN
epaa-5845	66	20	through	through	ADP
epaa-5845	66	21	time	time	NOUN
epaa-5845	66	22	(	(	PUNCT
epaa-5845	66	23	aaronson	aaronson	NOUN
epaa-5845	66	24	et	et	PROPN
epaa-5845	66	25	al	al	PROPN
epaa-5845	66	26	.	.	PROPN
epaa-5845	66	27	,	,	PUNCT
epaa-5845	66	28	2007	2007	NUM
epaa-5845	66	29	;	;	PUNCT
epaa-5845	66	30	keng	keng	PROPN
epaa-5845	66	31	,	,	PUNCT
epaa-5845	66	32	2018	2018	NUM
epaa-5845	66	33	;	;	PUNCT
epaa-5845	66	34	koedel	koedel	NOUN
epaa-5845	66	35	,	,	PUNCT
epaa-5845	66	36	2008	2008	NUM
epaa-5845	66	37	,	,	PUNCT
epaa-5845	66	38	2011	2011	NUM
epaa-5845	66	39	;	;	PUNCT
epaa-5845	66	40	rivkin	rivkin	PROPN
epaa-5845	66	41	et	et	PROPN
epaa-5845	66	42	al	al	PROPN
epaa-5845	66	43	.	.	PROPN
epaa-5845	66	44	,	,	PUNCT
epaa-5845	66	45	2005	2005	NUM
epaa-5845	66	46	;	;	PUNCT
epaa-5845	66	47	rockoff	rockoff	NOUN
epaa-5845	66	48	,	,	PUNCT
epaa-5845	66	49	2004	2004	NUM
epaa-5845	66	50	;	;	PUNCT
epaa-5845	66	51	weiss	weiss	PROPN
epaa-5845	66	52	&	&	CCONJ
epaa-5845	66	53	rasmussen	rasmussen	PROPN
epaa-5845	66	54	,	,	PUNCT
epaa-5845	66	55	1960	1960	NUM
epaa-5845	66	56	)	)	PUNCT
epaa-5845	66	57	,	,	PUNCT
epaa-5845	66	58	as	as	ADV
epaa-5845	66	59	well	well	ADV
epaa-5845	66	60	as	as	ADP
epaa-5845	66	61	the	the	DET
epaa-5845	66	62	relationship	relationship	NOUN
epaa-5845	66	63	at	at	ADP
epaa-5845	66	64	college	college	NOUN
epaa-5845	66	65	level	level	NOUN
epaa-5845	66	66	between	between	ADP
epaa-5845	66	67	grading	grade	VERB
epaa-5845	66	68	practices	practice	NOUN
epaa-5845	66	69	and	and	CCONJ
epaa-5845	66	70	earnings	earning	NOUN
epaa-5845	66	71	differences	difference	NOUN
epaa-5845	66	72	by	by	ADP
epaa-5845	66	73	afs	afs	NOUN
epaa-5845	66	74	and	and	CCONJ
epaa-5845	66	75	their	their	PRON
epaa-5845	66	76	effects	effect	NOUN
epaa-5845	66	77	on	on	ADP
epaa-5845	66	78	students	student	NOUN
epaa-5845	66	79	’	’	PART
epaa-5845	66	80	majors	major	NOUN
epaa-5845	66	81	selection	selection	NOUN
epaa-5845	66	82	(	(	PUNCT
epaa-5845	66	83	ahn	ahn	PROPN
epaa-5845	66	84	et	et	PROPN
epaa-5845	66	85	al	al	PROPN
epaa-5845	66	86	.	.	PROPN
epaa-5845	66	87	,	,	PUNCT
epaa-5845	66	88	2019	2019	NUM
epaa-5845	66	89	)	)	PUNCT
epaa-5845	66	90	,	,	PUNCT
epaa-5845	66	91	grade	grade	NOUN
epaa-5845	66	92	inflation	inflation	NOUN
epaa-5845	66	93	,	,	PUNCT
epaa-5845	66	94	students	student	NOUN
epaa-5845	66	95	’	'	PUNCT
epaa-5845	66	96	academic	academic	ADJ
epaa-5845	66	97	efforts	effort	NOUN
epaa-5845	66	98	,	,	PUNCT
epaa-5845	66	99	and	and	CCONJ
epaa-5845	66	100	human	human	ADJ
epaa-5845	66	101	capital	capital	NOUN
epaa-5845	66	102	accumulation	accumulation	NOUN
epaa-5845	66	103	through	through	ADP
epaa-5845	66	104	time	time	NOUN
epaa-5845	66	105	(	(	PUNCT
epaa-5845	66	106	babcock	babcock	PROPN
epaa-5845	66	107	,	,	PUNCT
epaa-5845	66	108	2010	2010	NUM
epaa-5845	66	109	;	;	PUNCT
epaa-5845	66	110	stinebrickner	stinebrickner	PROPN
epaa-5845	66	111	&	&	CCONJ
epaa-5845	66	112	stinebrickner	stinebrickner	PROPN
epaa-5845	66	113	,	,	PUNCT
epaa-5845	66	114	2008	2008	NUM
epaa-5845	66	115	)	)	PUNCT
epaa-5845	66	116	,	,	PUNCT
epaa-5845	66	117	as	as	ADV
epaa-5845	66	118	well	well	ADV
epaa-5845	66	119	as	as	ADP
epaa-5845	66	120	grade	grade	NOUN
epaa-5845	66	121	inflation	inflation	NOUN
epaa-5845	66	122	,	,	PUNCT
epaa-5845	66	123	enrollment	enrollment	NOUN
epaa-5845	66	124	in	in	ADP
epaa-5845	66	125	higher	high	ADJ
epaa-5845	66	126	education	education	NOUN
epaa-5845	66	127	,	,	PUNCT
epaa-5845	66	128	and	and	CCONJ
epaa-5845	66	129	earnings	earning	NOUN
epaa-5845	66	130	(	(	PUNCT
epaa-5845	66	131	nordin	nordin	PROPN
epaa-5845	66	132	et	et	PROPN
epaa-5845	66	133	al	al	PROPN
epaa-5845	66	134	.	.	PROPN
epaa-5845	66	135	,	,	PUNCT
epaa-5845	66	136	2019	2019	NUM
epaa-5845	66	137	)	)	PUNCT
epaa-5845	66	138	.	.	PUNCT
epaa-5845	67	1	data	datum	NOUN
epaa-5845	67	2	and	and	CCONJ
epaa-5845	67	3	empirical	empirical	ADJ
epaa-5845	67	4	models	model	NOUN
epaa-5845	67	5	upr	upr	NOUN
epaa-5845	67	6	-	-	PUNCT
epaa-5845	67	7	bayamón	bayamón	NOUN
epaa-5845	67	8	and	and	CCONJ
epaa-5845	67	9	its	its	PRON
epaa-5845	67	10	admission	admission	NOUN
epaa-5845	67	11	criterion	criterion	NOUN
epaa-5845	67	12	the	the	DET
epaa-5845	67	13	upr	upr	NOUN
epaa-5845	67	14	-	-	PUNCT
epaa-5845	67	15	bayamón	bayamón	NOUN
epaa-5845	67	16	is	be	AUX
epaa-5845	67	17	an	an	DET
epaa-5845	67	18	autonomous	autonomous	ADJ
epaa-5845	67	19	unit	unit	NOUN
epaa-5845	67	20	of	of	ADP
epaa-5845	67	21	the	the	DET
epaa-5845	67	22	university	university	PROPN
epaa-5845	67	23	of	of	ADP
epaa-5845	67	24	puerto	puerto	PROPN
epaa-5845	67	25	rico	rico	PROPN
epaa-5845	67	26	system	system	NOUN
epaa-5845	67	27	(	(	PUNCT
epaa-5845	67	28	upr	upr	NOUN
epaa-5845	67	29	)	)	PUNCT
epaa-5845	67	30	.	.	PUNCT
epaa-5845	68	1	accredited	accredit	VERB
epaa-5845	68	2	by	by	ADP
epaa-5845	68	3	the	the	DET
epaa-5845	68	4	middle	middle	PROPN
epaa-5845	68	5	states	states	PROPN
epaa-5845	68	6	commission	commission	NOUN
epaa-5845	68	7	on	on	ADP
epaa-5845	68	8	higher	high	ADJ
epaa-5845	68	9	education	education	NOUN
epaa-5845	68	10	(	(	PUNCT
epaa-5845	68	11	msche	msche	NOUN
epaa-5845	68	12	)	)	PUNCT
epaa-5845	68	13	,	,	PUNCT
epaa-5845	68	14	the	the	DET
epaa-5845	68	15	institution	institution	NOUN
epaa-5845	68	16	offers	offer	VERB
epaa-5845	68	17	taxonomy	taxonomy	NOUN
epaa-5845	68	18	of	of	ADP
epaa-5845	68	19	grading	grade	VERB
epaa-5845	68	20	practices	practice	NOUN
epaa-5845	68	21	in	in	ADP
epaa-5845	68	22	the	the	DET
epaa-5845	68	23	university	university	NOUN
epaa-5845	68	24	of	of	ADP
epaa-5845	68	25	puerto	puerto	PROPN
epaa-5845	68	26	rico	rico	PROPN
epaa-5845	68	27	at	at	ADP
epaa-5845	68	28	bayamón	bayamón	NOUN
epaa-5845	68	29	,	,	PUNCT
epaa-5845	68	30	1995	1995	NUM
epaa-5845	68	31	-	-	SYM
epaa-5845	68	32	96	96	NUM
epaa-5845	68	33	to	to	ADP
epaa-5845	68	34	2015	2015	NUM
epaa-5845	68	35	-16	-16	SYM
epaa-5845	68	36	5	5	NUM
epaa-5845	68	37	associate	associate	NOUN
epaa-5845	68	38	and	and	CCONJ
epaa-5845	68	39	bachelor	bachelor	NOUN
epaa-5845	68	40	’s	’s	PART
epaa-5845	68	41	degrees	degree	NOUN
epaa-5845	68	42	,	,	PUNCT
epaa-5845	68	43	as	as	ADV
epaa-5845	68	44	well	well	ADV
epaa-5845	68	45	as	as	ADP
epaa-5845	68	46	articulated	articulated	ADJ
epaa-5845	68	47	transfer	transfer	NOUN
epaa-5845	68	48	programs	program	NOUN
epaa-5845	68	49	to	to	ADP
epaa-5845	68	50	the	the	DET
epaa-5845	68	51	rio	rio	PROPN
epaa-5845	68	52	piedras	piedras	PROPN
epaa-5845	68	53	,	,	PUNCT
epaa-5845	68	54	mayagüez	mayagüez	NOUN
epaa-5845	68	55	,	,	PUNCT
epaa-5845	68	56	and	and	CCONJ
epaa-5845	68	57	medical	medical	ADJ
epaa-5845	68	58	sciences	science	NOUN
epaa-5845	68	59	campuses	campus	NOUN
epaa-5845	68	60	.	.	PUNCT
epaa-5845	69	1	in	in	ADP
epaa-5845	69	2	the	the	DET
epaa-5845	69	3	fall	fall	NOUN
epaa-5845	69	4	of	of	ADP
epaa-5845	69	5	2019	2019	NUM
epaa-5845	69	6	,	,	PUNCT
epaa-5845	69	7	total	total	ADJ
epaa-5845	69	8	enrollment	enrollment	NOUN
epaa-5845	69	9	at	at	ADP
epaa-5845	69	10	upr	upr	NOUN
epaa-5845	69	11	-	-	PUNCT
epaa-5845	69	12	bayamón	bayamón	NOUN
epaa-5845	69	13	was	be	AUX
epaa-5845	69	14	3,937	3,937	NUM
epaa-5845	69	15	,	,	PUNCT
epaa-5845	69	16	including	include	VERB
epaa-5845	69	17	3,444	3,444	NUM
epaa-5845	69	18	full	full	ADJ
epaa-5845	69	19	-	-	PUNCT
epaa-5845	69	20	time	time	NOUN
epaa-5845	69	21	students	student	NOUN
epaa-5845	69	22	.	.	PUNCT
epaa-5845	70	1	all	all	DET
epaa-5845	70	2	enrolled	enrol	VERB
epaa-5845	70	3	students	student	NOUN
epaa-5845	70	4	were	be	AUX
epaa-5845	70	5	hispanic	hispanic	ADJ
epaa-5845	70	6	,	,	PUNCT
epaa-5845	70	7	with	with	ADP
epaa-5845	70	8	31	31	NUM
epaa-5845	70	9	%	%	NOUN
epaa-5845	70	10	firstgeneration	firstgeneration	NOUN
epaa-5845	70	11	college	college	NOUN
epaa-5845	70	12	students	student	NOUN
epaa-5845	70	13	.	.	PUNCT
epaa-5845	71	1	the	the	DET
epaa-5845	71	2	fact	fact	NOUN
epaa-5845	71	3	that	that	SCONJ
epaa-5845	71	4	70	70	NUM
epaa-5845	71	5	%	%	NOUN
epaa-5845	71	6	of	of	ADP
epaa-5845	71	7	upr	upr	NOUN
epaa-5845	71	8	-	-	PUNCT
epaa-5845	71	9	bayamón	bayamón	NOUN
epaa-5845	71	10	students	student	NOUN
epaa-5845	71	11	receive	receive	VERB
epaa-5845	71	12	pell	pell	NOUN
epaa-5845	71	13	grants	grant	NOUN
epaa-5845	71	14	reflects	reflect	VERB
epaa-5845	71	15	a	a	DET
epaa-5845	71	16	mostly	mostly	ADV
epaa-5845	71	17	low	low	ADJ
epaa-5845	71	18	-	-	PUNCT
epaa-5845	71	19	income	income	NOUN
epaa-5845	71	20	status	status	NOUN
epaa-5845	71	21	population	population	NOUN
epaa-5845	71	22	.	.	PUNCT
epaa-5845	72	1	the	the	DET
epaa-5845	72	2	2018	2018	NUM
epaa-5845	72	3	graduating	graduating	NOUN
epaa-5845	72	4	class	class	NOUN
epaa-5845	72	5	had	have	VERB
epaa-5845	72	6	524	524	NUM
epaa-5845	72	7	graduates	graduate	NOUN
epaa-5845	72	8	.	.	PUNCT
epaa-5845	73	1	applications	application	NOUN
epaa-5845	73	2	and	and	CCONJ
epaa-5845	73	3	admissions	admission	NOUN
epaa-5845	73	4	for	for	ADP
epaa-5845	73	5	2018	2018	NUM
epaa-5845	73	6	-	-	SYM
epaa-5845	73	7	19	19	NUM
epaa-5845	73	8	present	present	ADJ
epaa-5845	73	9	a	a	DET
epaa-5845	73	10	behavior	behavior	NOUN
epaa-5845	73	11	similar	similar	ADJ
epaa-5845	73	12	to	to	ADP
epaa-5845	73	13	recent	recent	ADJ
epaa-5845	73	14	years	year	NOUN
epaa-5845	73	15	,	,	PUNCT
epaa-5845	73	16	with	with	ADP
epaa-5845	73	17	4,430	4,430	NUM
epaa-5845	73	18	applications	application	NOUN
epaa-5845	73	19	received	receive	VERB
epaa-5845	73	20	,	,	PUNCT
epaa-5845	73	21	1,117	1,117	NUM
epaa-5845	73	22	admitted	admit	VERB
epaa-5845	73	23	students	student	NOUN
epaa-5845	73	24	,	,	PUNCT
epaa-5845	73	25	and	and	CCONJ
epaa-5845	73	26	978	978	NUM
epaa-5845	73	27	enrolled	enrol	VERB
epaa-5845	73	28	students	student	NOUN
epaa-5845	73	29	.	.	PUNCT
epaa-5845	74	1	even	even	ADV
epaa-5845	74	2	though	though	SCONJ
epaa-5845	74	3	numbers	number	NOUN
epaa-5845	74	4	can	can	AUX
epaa-5845	74	5	change	change	VERB
epaa-5845	74	6	from	from	ADP
epaa-5845	74	7	year	year	NOUN
epaa-5845	74	8	to	to	ADP
epaa-5845	74	9	year	year	NOUN
epaa-5845	74	10	,	,	PUNCT
epaa-5845	74	11	approximately	approximately	ADV
epaa-5845	74	12	51	51	NUM
epaa-5845	74	13	%	%	NOUN
epaa-5845	74	14	of	of	ADP
epaa-5845	74	15	the	the	DET
epaa-5845	74	16	student	student	NOUN
epaa-5845	74	17	population	population	NOUN
epaa-5845	74	18	is	be	AUX
epaa-5845	74	19	female	female	ADJ
epaa-5845	74	20	,	,	PUNCT
epaa-5845	74	21	and	and	CCONJ
epaa-5845	74	22	53	53	NUM
epaa-5845	74	23	%	%	NOUN
epaa-5845	74	24	comes	come	VERB
epaa-5845	74	25	from	from	ADP
epaa-5845	74	26	public	public	ADJ
epaa-5845	74	27	high	high	ADJ
epaa-5845	74	28	schools	school	NOUN
epaa-5845	74	29	.	.	PUNCT
epaa-5845	75	1	in	in	ADP
epaa-5845	75	2	the	the	DET
epaa-5845	75	3	upr	upr	NOUN
epaa-5845	75	4	system	system	NOUN
epaa-5845	75	5	,	,	PUNCT
epaa-5845	75	6	the	the	DET
epaa-5845	75	7	admission	admission	NOUN
epaa-5845	75	8	decisions	decision	NOUN
epaa-5845	75	9	made	make	VERB
epaa-5845	75	10	on	on	ADP
epaa-5845	75	11	each	each	DET
epaa-5845	75	12	campus	campus	NOUN
epaa-5845	75	13	and	and	CCONJ
epaa-5845	75	14	by	by	ADP
epaa-5845	75	15	its	its	PRON
epaa-5845	75	16	academic	academic	ADJ
epaa-5845	75	17	programs	program	NOUN
epaa-5845	75	18	are	be	AUX
epaa-5845	75	19	based	base	VERB
epaa-5845	75	20	exclusively	exclusively	ADV
epaa-5845	75	21	on	on	ADP
epaa-5845	75	22	each	each	DET
epaa-5845	75	23	applicant	applicant	NOUN
epaa-5845	75	24	’s	’s	PART
epaa-5845	75	25	gai	gai	NOUN
epaa-5845	75	26	(	(	PUNCT
epaa-5845	75	27	general	general	ADJ
epaa-5845	75	28	admission	admission	NOUN
epaa-5845	75	29	index	index	NOUN
epaa-5845	75	30	)	)	PUNCT
epaa-5845	75	31	score	score	NOUN
epaa-5845	75	32	,	,	PUNCT
epaa-5845	75	33	which	which	PRON
epaa-5845	75	34	is	be	AUX
epaa-5845	75	35	the	the	DET
epaa-5845	75	36	weighted	weight	VERB
epaa-5845	75	37	mean	mean	NOUN
epaa-5845	75	38	of	of	ADP
epaa-5845	75	39	the	the	DET
epaa-5845	75	40	high	high	ADJ
epaa-5845	75	41	school	school	NOUN
epaa-5845	75	42	gpa	gpa	PROPN
epaa-5845	75	43	(	(	PUNCT
epaa-5845	75	44	50	50	NUM
epaa-5845	75	45	%	%	NOUN
epaa-5845	75	46	)	)	PUNCT
epaa-5845	75	47	and	and	CCONJ
epaa-5845	75	48	the	the	DET
epaa-5845	75	49	scores	score	NOUN
epaa-5845	75	50	in	in	ADP
epaa-5845	75	51	the	the	DET
epaa-5845	75	52	verbal	verbal	ADJ
epaa-5845	75	53	aptitude	aptitude	NOUN
epaa-5845	75	54	(	(	PUNCT
epaa-5845	75	55	25	25	NUM
epaa-5845	75	56	%	%	NOUN
epaa-5845	75	57	)	)	PUNCT
epaa-5845	75	58	and	and	CCONJ
epaa-5845	75	59	mathematical	mathematical	ADJ
epaa-5845	75	60	aptitude	aptitude	NOUN
epaa-5845	75	61	(	(	PUNCT
epaa-5845	75	62	25	25	NUM
epaa-5845	75	63	%	%	NOUN
epaa-5845	75	64	)	)	PUNCT
epaa-5845	75	65	sections	section	NOUN
epaa-5845	75	66	of	of	ADP
epaa-5845	75	67	the	the	DET
epaa-5845	75	68	college	college	NOUN
epaa-5845	75	69	entrance	entrance	NOUN
epaa-5845	75	70	examination	examination	NOUN
epaa-5845	75	71	board	board	NOUN
epaa-5845	75	72	(	(	PUNCT
epaa-5845	75	73	ceeb	ceeb	NOUN
epaa-5845	75	74	)	)	PUNCT
epaa-5845	75	75	test	test	NOUN
epaa-5845	75	76	.	.	PUNCT
epaa-5845	76	1	every	every	DET
epaa-5845	76	2	year	year	NOUN
epaa-5845	76	3	,	,	PUNCT
epaa-5845	76	4	each	each	PRON
epaa-5845	76	5	of	of	ADP
epaa-5845	76	6	the	the	DET
epaa-5845	76	7	upr	upr	NOUN
epaa-5845	76	8	’s	’s	PART
epaa-5845	76	9	eleven	eleven	NUM
epaa-5845	76	10	campuses	campus	NOUN
epaa-5845	76	11	establishes	establish	VERB
epaa-5845	76	12	the	the	DET
epaa-5845	76	13	minimum	minimum	ADJ
epaa-5845	76	14	gai	gai	NOUN
epaa-5845	76	15	required	require	VERB
epaa-5845	76	16	by	by	ADP
epaa-5845	76	17	its	its	PRON
epaa-5845	76	18	different	different	ADJ
epaa-5845	76	19	academic	academic	ADJ
epaa-5845	76	20	programs	program	NOUN
epaa-5845	76	21	in	in	ADP
epaa-5845	76	22	response	response	NOUN
epaa-5845	76	23	to	to	ADP
epaa-5845	76	24	trends	trend	NOUN
epaa-5845	76	25	in	in	ADP
epaa-5845	76	26	enrollment	enrollment	NOUN
epaa-5845	76	27	demand	demand	NOUN
epaa-5845	76	28	and	and	CCONJ
epaa-5845	76	29	the	the	DET
epaa-5845	76	30	programs	program	NOUN
epaa-5845	76	31	’	'	PUNCT
epaa-5845	76	32	capacity	capacity	NOUN
epaa-5845	76	33	.	.	PUNCT
epaa-5845	77	1	for	for	ADP
epaa-5845	77	2	instance	instance	NOUN
epaa-5845	77	3	,	,	PUNCT
epaa-5845	77	4	during	during	ADP
epaa-5845	77	5	the	the	DET
epaa-5845	77	6	academic	academic	ADJ
epaa-5845	77	7	year	year	NOUN
epaa-5845	77	8	2018	2018	NUM
epaa-5845	77	9	-	-	SYM
epaa-5845	77	10	19	19	NUM
epaa-5845	77	11	at	at	ADP
epaa-5845	77	12	upr	upr	NOUN
epaa-5845	77	13	-	-	PUNCT
epaa-5845	77	14	bayamón	bayamón	NOUN
epaa-5845	77	15	,	,	PUNCT
epaa-5845	77	16	the	the	DET
epaa-5845	77	17	minimum	minimum	NOUN
epaa-5845	77	18	required	require	VERB
epaa-5845	77	19	gai	gai	NOUN
epaa-5845	77	20	ranged	range	VERB
epaa-5845	77	21	from	from	ADP
epaa-5845	77	22	320	320	NUM
epaa-5845	77	23	(	(	PUNCT
epaa-5845	77	24	b.s	b.s	PROPN
epaa-5845	77	25	.	.	PROPN
epaa-5845	77	26	in	in	ADP
epaa-5845	77	27	electrical	electrical	ADJ
epaa-5845	77	28	and	and	CCONJ
epaa-5845	77	29	mechanical	mechanical	ADJ
epaa-5845	77	30	engineering	engineering	NOUN
epaa-5845	77	31	transfer	transfer	NOUN
epaa-5845	77	32	programs	program	NOUN
epaa-5845	77	33	)	)	PUNCT
epaa-5845	77	34	to	to	ADP
epaa-5845	77	35	250	250	NUM
epaa-5845	77	36	(	(	PUNCT
epaa-5845	77	37	b.a	b.a	PROPN
epaa-5845	77	38	.	.	PROPN
epaa-5845	77	39	in	in	ADP
epaa-5845	77	40	preschool	preschool	ADJ
epaa-5845	77	41	,	,	PUNCT
epaa-5845	77	42	elementary	elementary	ADJ
epaa-5845	77	43	,	,	PUNCT
epaa-5845	77	44	and	and	CCONJ
epaa-5845	77	45	adapted	adapt	VERB
epaa-5845	77	46	physical	physical	ADJ
epaa-5845	77	47	education	education	NOUN
epaa-5845	77	48	,	,	PUNCT
epaa-5845	77	49	as	as	ADV
epaa-5845	77	50	well	well	ADV
epaa-5845	77	51	as	as	ADP
epaa-5845	77	52	accounting	account	VERB
epaa-5845	77	53	)	)	PUNCT
epaa-5845	77	54	.	.	PUNCT
epaa-5845	78	1	however	however	ADV
epaa-5845	78	2	,	,	PUNCT
epaa-5845	78	3	during	during	ADP
epaa-5845	78	4	the	the	DET
epaa-5845	78	5	academic	academic	ADJ
epaa-5845	78	6	year	year	NOUN
epaa-5845	78	7	2014	2014	NUM
epaa-5845	78	8	-	-	SYM
epaa-5845	78	9	15	15	NUM
epaa-5845	78	10	,	,	PUNCT
epaa-5845	78	11	these	these	DET
epaa-5845	78	12	minimum	minimum	ADJ
epaa-5845	78	13	gai	gai	NOUN
epaa-5845	78	14	were	be	AUX
epaa-5845	78	15	340	340	NUM
epaa-5845	78	16	(	(	PUNCT
epaa-5845	78	17	mechanical	mechanical	ADJ
epaa-5845	78	18	engineering	engineering	NOUN
epaa-5845	78	19	transfer	transfer	NOUN
epaa-5845	78	20	program	program	NOUN
epaa-5845	78	21	)	)	PUNCT
epaa-5845	78	22	,	,	PUNCT
epaa-5845	78	23	270	270	NUM
epaa-5845	78	24	(	(	PUNCT
epaa-5845	78	25	preschool	preschool	ADJ
epaa-5845	78	26	and	and	CCONJ
epaa-5845	78	27	elementary	elementary	ADJ
epaa-5845	78	28	education	education	NOUN
epaa-5845	78	29	)	)	PUNCT
epaa-5845	78	30	,	,	PUNCT
epaa-5845	78	31	265	265	NUM
epaa-5845	78	32	(	(	PUNCT
epaa-5845	78	33	adapted	adapt	VERB
epaa-5845	78	34	physical	physical	ADJ
epaa-5845	78	35	education	education	NOUN
epaa-5845	78	36	)	)	PUNCT
epaa-5845	78	37	,	,	PUNCT
epaa-5845	78	38	and	and	CCONJ
epaa-5845	78	39	290	290	NUM
epaa-5845	78	40	(	(	PUNCT
epaa-5845	78	41	accounting	accounting	NOUN
epaa-5845	78	42	)	)	PUNCT
epaa-5845	78	43	.	.	PUNCT
epaa-5845	79	1	it	it	PRON
epaa-5845	79	2	should	should	AUX
epaa-5845	79	3	be	be	AUX
epaa-5845	79	4	mentioned	mention	VERB
epaa-5845	79	5	that	that	SCONJ
epaa-5845	79	6	at	at	ADP
epaa-5845	79	7	other	other	ADJ
epaa-5845	79	8	upr	upr	ADJ
epaa-5845	79	9	campuses	campus	NOUN
epaa-5845	79	10	the	the	DET
epaa-5845	79	11	same	same	ADJ
epaa-5845	79	12	academic	academic	ADJ
epaa-5845	79	13	programs	program	NOUN
epaa-5845	79	14	could	could	AUX
epaa-5845	79	15	require	require	VERB
epaa-5845	79	16	different	different	ADJ
epaa-5845	79	17	minimum	minimum	ADJ
epaa-5845	79	18	gai	gai	NOUN
epaa-5845	79	19	from	from	ADP
epaa-5845	79	20	year	year	NOUN
epaa-5845	79	21	to	to	ADP
epaa-5845	79	22	year	year	NOUN
epaa-5845	79	23	.	.	PUNCT
epaa-5845	80	1	the	the	DET
epaa-5845	80	2	fact	fact	NOUN
epaa-5845	80	3	that	that	SCONJ
epaa-5845	80	4	the	the	DET
epaa-5845	80	5	gai	gai	NOUN
epaa-5845	80	6	required	require	VERB
epaa-5845	80	7	for	for	ADP
epaa-5845	80	8	each	each	DET
epaa-5845	80	9	program	program	NOUN
epaa-5845	80	10	is	be	AUX
epaa-5845	80	11	made	make	VERB
epaa-5845	80	12	public	public	ADJ
epaa-5845	80	13	every	every	DET
epaa-5845	80	14	year	year	NOUN
epaa-5845	80	15	has	have	AUX
epaa-5845	80	16	led	lead	VERB
epaa-5845	80	17	from	from	ADP
epaa-5845	80	18	its	its	PRON
epaa-5845	80	19	inception	inception	NOUN
epaa-5845	80	20	,	,	PUNCT
epaa-5845	80	21	to	to	ADP
epaa-5845	80	22	a	a	DET
epaa-5845	80	23	self	self	NOUN
epaa-5845	80	24	-	-	PUNCT
epaa-5845	80	25	inclusion	inclusion	NOUN
epaa-5845	80	26	/	/	SYM
epaa-5845	80	27	exclusion	exclusion	NOUN
epaa-5845	80	28	process	process	NOUN
epaa-5845	80	29	by	by	ADP
epaa-5845	80	30	which	which	PRON
epaa-5845	80	31	students	student	NOUN
epaa-5845	80	32	themselves	themselves	PRON
epaa-5845	80	33	decide	decide	VERB
epaa-5845	80	34	whether	whether	SCONJ
epaa-5845	80	35	to	to	PART
epaa-5845	80	36	apply	apply	VERB
epaa-5845	80	37	to	to	ADP
epaa-5845	80	38	the	the	DET
epaa-5845	80	39	upr	upr	NOUN
epaa-5845	80	40	(	(	PUNCT
epaa-5845	80	41	and	and	CCONJ
epaa-5845	80	42	a	a	DET
epaa-5845	80	43	particular	particular	ADJ
epaa-5845	80	44	upr	upr	NOUN
epaa-5845	80	45	program	program	NOUN
epaa-5845	80	46	)	)	PUNCT
epaa-5845	80	47	based	base	VERB
epaa-5845	80	48	on	on	ADP
epaa-5845	80	49	their	their	PRON
epaa-5845	80	50	gai	gai	NOUN
epaa-5845	80	51	and	and	CCONJ
epaa-5845	80	52	the	the	DET
epaa-5845	80	53	minimum	minimum	NOUN
epaa-5845	80	54	established	establish	VERB
epaa-5845	80	55	by	by	ADP
epaa-5845	80	56	the	the	DET
epaa-5845	80	57	program	program	NOUN
epaa-5845	80	58	.	.	PUNCT
epaa-5845	81	1	hence	hence	ADV
epaa-5845	81	2	,	,	PUNCT
epaa-5845	81	3	the	the	DET
epaa-5845	81	4	gai	gai	NOUN
epaa-5845	81	5	plays	play	VERB
epaa-5845	81	6	a	a	DET
epaa-5845	81	7	critical	critical	ADJ
epaa-5845	81	8	role	role	NOUN
epaa-5845	81	9	,	,	PUNCT
epaa-5845	81	10	not	not	PART
epaa-5845	81	11	only	only	ADV
epaa-5845	81	12	for	for	ADP
epaa-5845	81	13	admission	admission	NOUN
epaa-5845	81	14	to	to	ADP
epaa-5845	81	15	the	the	DET
epaa-5845	81	16	different	different	ADJ
epaa-5845	81	17	upr	upr	NOUN
epaa-5845	81	18	campuses	campus	NOUN
epaa-5845	81	19	,	,	PUNCT
epaa-5845	81	20	but	but	CCONJ
epaa-5845	81	21	also	also	ADV
epaa-5845	81	22	for	for	ADP
epaa-5845	81	23	admittance	admittance	NOUN
epaa-5845	81	24	to	to	ADP
epaa-5845	81	25	particular	particular	ADJ
epaa-5845	81	26	programs	program	NOUN
epaa-5845	81	27	.	.	PUNCT
epaa-5845	82	1	thus	thus	ADV
epaa-5845	82	2	,	,	PUNCT
epaa-5845	82	3	it	it	PRON
epaa-5845	82	4	is	be	AUX
epaa-5845	82	5	used	use	VERB
epaa-5845	82	6	as	as	ADP
epaa-5845	82	7	the	the	DET
epaa-5845	82	8	best	good	ADJ
epaa-5845	82	9	available	available	ADJ
epaa-5845	82	10	proxy	proxy	NOUN
epaa-5845	82	11	of	of	ADP
epaa-5845	82	12	student	student	NOUN
epaa-5845	82	13	academic	academic	ADJ
epaa-5845	82	14	ability	ability	NOUN
epaa-5845	82	15	(	(	PUNCT
epaa-5845	82	16	student	student	NOUN
epaa-5845	82	17	quality	quality	NOUN
epaa-5845	82	18	)	)	PUNCT
epaa-5845	82	19	.	.	PUNCT
epaa-5845	83	1	data	datum	NOUN
epaa-5845	83	2	description	description	NOUN
epaa-5845	83	3	for	for	ADP
epaa-5845	83	4	each	each	DET
epaa-5845	83	5	one	one	NUM
epaa-5845	83	6	of	of	ADP
epaa-5845	83	7	the	the	DET
epaa-5845	83	8	39,337	39,337	NUM
epaa-5845	83	9	courses	course	NOUN
epaa-5845	83	10	offered	offer	VERB
epaa-5845	83	11	at	at	ADP
epaa-5845	83	12	upr	upr	NOUN
epaa-5845	83	13	-	-	PUNCT
epaa-5845	83	14	bayamón	bayamón	NOUN
epaa-5845	83	15	from	from	ADP
epaa-5845	83	16	1995	1995	NUM
epaa-5845	83	17	-	-	SYM
epaa-5845	83	18	96	96	NUM
epaa-5845	83	19	to	to	ADP
epaa-5845	83	20	2015	2015	NUM
epaa-5845	83	21	-	-	SYM
epaa-5845	83	22	16	16	NUM
epaa-5845	83	23	,	,	PUNCT
epaa-5845	83	24	the	the	DET
epaa-5845	83	25	following	follow	VERB
epaa-5845	83	26	variables	variable	NOUN
epaa-5845	83	27	are	be	AUX
epaa-5845	83	28	available	available	ADJ
epaa-5845	83	29	:	:	PUNCT
epaa-5845	83	30	enrollment	enrollment	NOUN
epaa-5845	83	31	,	,	PUNCT
epaa-5845	83	32	instructor	instructor	NOUN
epaa-5845	83	33	who	who	PRON
epaa-5845	83	34	taught	teach	VERB
epaa-5845	83	35	the	the	DET
epaa-5845	83	36	course	course	NOUN
epaa-5845	83	37	,	,	PUNCT
epaa-5845	83	38	letter	letter	NOUN
epaa-5845	83	39	grade	grade	NOUN
epaa-5845	83	40	distribution	distribution	NOUN
epaa-5845	83	41	(	(	PUNCT
epaa-5845	83	42	as	as	ADP
epaa-5845	83	43	,	,	PUNCT
epaa-5845	83	44	bs	bs	NOUN
epaa-5845	83	45	,	,	PUNCT
epaa-5845	83	46	cs	cs	ADJ
epaa-5845	83	47	,	,	PUNCT
epaa-5845	83	48	ds	ds	ADJ
epaa-5845	83	49	,	,	PUNCT
epaa-5845	83	50	fs	fs	ADP
epaa-5845	83	51	,	,	PUNCT
epaa-5845	83	52	and	and	CCONJ
epaa-5845	83	53	ws	ws	NOUN
epaa-5845	83	54	)	)	PUNCT
epaa-5845	83	55	,	,	PUNCT
epaa-5845	83	56	gpa	gpa	PROPN
epaa-5845	83	57	,	,	PUNCT
epaa-5845	83	58	and	and	CCONJ
epaa-5845	83	59	the	the	DET
epaa-5845	83	60	variance	variance	NOUN
epaa-5845	83	61	of	of	ADP
epaa-5845	83	62	the	the	DET
epaa-5845	83	63	gpa	gpa	PROPN
epaa-5845	83	64	distribution	distribution	NOUN
epaa-5845	83	65	.	.	PUNCT
epaa-5845	84	1	a	a	DET
epaa-5845	84	2	total	total	NOUN
epaa-5845	84	3	of	of	ADP
epaa-5845	84	4	21	21	NUM
epaa-5845	84	5	afs	afs	NOUN
epaa-5845	84	6	that	that	PRON
epaa-5845	84	7	offer	offer	VERB
epaa-5845	84	8	affined	affine	VERB
epaa-5845	84	9	courses	course	NOUN
epaa-5845	84	10	were	be	AUX
epaa-5845	84	11	defined	define	VERB
epaa-5845	84	12	using	use	VERB
epaa-5845	84	13	dummy	dummy	ADJ
epaa-5845	84	14	variables.1	variables.1	NOUN
epaa-5845	84	15	the	the	DET
epaa-5845	84	16	mean	mean	NOUN
epaa-5845	84	17	and	and	CCONJ
epaa-5845	84	18	variance	variance	NOUN
epaa-5845	84	19	of	of	ADP
epaa-5845	84	20	the	the	DET
epaa-5845	84	21	following	following	ADJ
epaa-5845	84	22	variables	variable	NOUN
epaa-5845	84	23	are	be	AUX
epaa-5845	84	24	used	use	VERB
epaa-5845	84	25	as	as	ADP
epaa-5845	84	26	proxies	proxy	NOUN
epaa-5845	84	27	to	to	PART
epaa-5845	84	28	account	account	VERB
epaa-5845	84	29	for	for	ADP
epaa-5845	84	30	student	student	NOUN
epaa-5845	84	31	academic	academic	ADJ
epaa-5845	84	32	ability	ability	NOUN
epaa-5845	84	33	at	at	ADP
epaa-5845	84	34	course	course	NOUN
epaa-5845	84	35	level	level	NOUN
epaa-5845	84	36	:	:	PUNCT
epaa-5845	84	37	high	high	ADJ
epaa-5845	84	38	school	school	NOUN
epaa-5845	84	39	graduation	graduation	NOUN
epaa-5845	84	40	gpa	gpa	PROPN
epaa-5845	84	41	(	(	PUNCT
epaa-5845	84	42	hsgpa	hsgpa	PROPN
epaa-5845	84	43	)	)	PUNCT
epaa-5845	84	44	,	,	PUNCT
epaa-5845	84	45	gai	gai	NOUN
epaa-5845	84	46	,	,	PUNCT
epaa-5845	84	47	and	and	CCONJ
epaa-5845	84	48	the	the	DET
epaa-5845	84	49	score	score	NOUN
epaa-5845	84	50	on	on	ADP
epaa-5845	84	51	each	each	PRON
epaa-5845	84	52	of	of	ADP
epaa-5845	84	53	the	the	DET
epaa-5845	84	54	five	five	NUM
epaa-5845	84	55	sections	section	NOUN
epaa-5845	84	56	of	of	ADP
epaa-5845	84	57	the	the	DET
epaa-5845	84	58	standardized	standardized	ADJ
epaa-5845	84	59	admission	admission	NOUN
epaa-5845	84	60	test	test	NOUN
epaa-5845	84	61	administered	administer	VERB
epaa-5845	84	62	by	by	ADP
epaa-5845	84	63	the	the	DET
epaa-5845	84	64	ceeb.2	ceeb.2	PROPN
epaa-5845	84	65	furthermore	furthermore	ADV
epaa-5845	84	66	,	,	PUNCT
epaa-5845	84	67	for	for	ADP
epaa-5845	84	68	each	each	DET
epaa-5845	84	69	course	course	NOUN
epaa-5845	84	70	offered	offer	VERB
epaa-5845	84	71	,	,	PUNCT
epaa-5845	84	72	the	the	DET
epaa-5845	84	73	proportions	proportion	NOUN
epaa-5845	84	74	of	of	ADP
epaa-5845	84	75	students	student	NOUN
epaa-5845	84	76	by	by	ADP
epaa-5845	84	77	gender	gender	NOUN
epaa-5845	84	78	and	and	CCONJ
epaa-5845	84	79	type	type	NOUN
epaa-5845	84	80	of	of	ADP
epaa-5845	84	81	high	high	ADJ
epaa-5845	84	82	school	school	NOUN
epaa-5845	84	83	(	(	PUNCT
epaa-5845	84	84	public	public	ADJ
epaa-5845	84	85	or	or	CCONJ
epaa-5845	84	86	private	private	ADJ
epaa-5845	84	87	)	)	PUNCT
epaa-5845	84	88	are	be	AUX
epaa-5845	84	89	available	available	ADJ
epaa-5845	84	90	.	.	PUNCT
epaa-5845	85	1	dummies	dummy	NOUN
epaa-5845	85	2	control	control	NOUN
epaa-5845	85	3	for	for	ADP
epaa-5845	85	4	academic	academic	ADJ
epaa-5845	85	5	schedule	schedule	NOUN
epaa-5845	85	6	(	(	PUNCT
epaa-5845	85	7	weekdays	weekday	NOUN
epaa-5845	85	8	and	and	CCONJ
epaa-5845	85	9	hours	hour	NOUN
epaa-5845	85	10	)	)	PUNCT
epaa-5845	85	11	and	and	CCONJ
epaa-5845	85	12	for	for	ADP
epaa-5845	85	13	summer	summer	NOUN
epaa-5845	85	14	terms	term	NOUN
epaa-5845	85	15	.	.	PUNCT
epaa-5845	86	1	for	for	ADP
epaa-5845	86	2	each	each	DET
epaa-5845	86	3	faculty	faculty	NOUN
epaa-5845	86	4	member	member	NOUN
epaa-5845	86	5	in	in	ADP
epaa-5845	86	6	the	the	DET
epaa-5845	86	7	sample	sample	NOUN
epaa-5845	86	8	,	,	PUNCT
epaa-5845	86	9	the	the	DET
epaa-5845	86	10	following	follow	VERB
epaa-5845	86	11	time	time	NOUN
epaa-5845	86	12	-	-	PUNCT
epaa-5845	86	13	varying	vary	VERB
epaa-5845	86	14	variables	variable	NOUN
epaa-5845	86	15	are	be	AUX
epaa-5845	86	16	available	available	ADJ
epaa-5845	86	17	:	:	PUNCT
epaa-5845	86	18	age	age	NOUN
epaa-5845	86	19	,	,	PUNCT
epaa-5845	86	20	academic	academic	ADJ
epaa-5845	86	21	rank	rank	NOUN
epaa-5845	86	22	,	,	PUNCT
epaa-5845	86	23	degree	degree	NOUN
epaa-5845	86	24	,	,	PUNCT
epaa-5845	86	25	and	and	CCONJ
epaa-5845	86	26	tenure	tenure	NOUN
epaa-5845	86	27	status	status	NOUN
epaa-5845	86	28	.	.	PUNCT
epaa-5845	87	1	dummies	dummy	NOUN
epaa-5845	87	2	control	control	NOUN
epaa-5845	87	3	for	for	ADP
epaa-5845	87	4	instructor	instructor	NOUN
epaa-5845	87	5	’s	’s	PART
epaa-5845	87	6	gender	gender	NOUN
epaa-5845	87	7	and	and	CCONJ
epaa-5845	87	8	whenever	whenever	SCONJ
epaa-5845	87	9	students	student	NOUN
epaa-5845	87	10	evaluate	evaluate	VERB
epaa-5845	87	11	1	1	NUM
epaa-5845	87	12	for	for	ADP
epaa-5845	87	13	specific	specific	ADJ
epaa-5845	87	14	details	detail	NOUN
epaa-5845	87	15	related	relate	VERB
epaa-5845	87	16	to	to	ADP
epaa-5845	87	17	the	the	DET
epaa-5845	87	18	distribution	distribution	NOUN
epaa-5845	87	19	of	of	ADP
epaa-5845	87	20	afs	afs	NOUN
epaa-5845	87	21	by	by	ADP
epaa-5845	87	22	academic	academic	ADJ
epaa-5845	87	23	departments	department	NOUN
epaa-5845	87	24	,	,	PUNCT
epaa-5845	87	25	as	as	ADV
epaa-5845	87	26	well	well	ADV
epaa-5845	87	27	as	as	ADP
epaa-5845	87	28	the	the	DET
epaa-5845	87	29	characteristics	characteristic	NOUN
epaa-5845	87	30	of	of	ADP
epaa-5845	87	31	the	the	DET
epaa-5845	87	32	offering	offering	NOUN
epaa-5845	87	33	of	of	ADP
epaa-5845	87	34	each	each	DET
epaa-5845	87	35	academic	academic	ADJ
epaa-5845	87	36	department	department	NOUN
epaa-5845	87	37	,	,	PUNCT
epaa-5845	87	38	refer	refer	VERB
epaa-5845	87	39	to	to	ADP
epaa-5845	87	40	table	table	NOUN
epaa-5845	87	41	appendix	appendix	NOUN
epaa-5845	87	42	2	2	NUM
epaa-5845	87	43	.	.	NOUN
epaa-5845	87	44	2	2	NUM
epaa-5845	87	45	the	the	DET
epaa-5845	87	46	ceeb	ceeb	NOUN
epaa-5845	87	47	test	test	NOUN
epaa-5845	87	48	includes	include	VERB
epaa-5845	87	49	five	five	NUM
epaa-5845	87	50	sections	section	NOUN
epaa-5845	87	51	:	:	PUNCT
epaa-5845	87	52	verbal	verbal	ADJ
epaa-5845	87	53	and	and	CCONJ
epaa-5845	87	54	mathematical	mathematical	ADJ
epaa-5845	87	55	aptitude	aptitude	NOUN
epaa-5845	87	56	,	,	PUNCT
epaa-5845	87	57	and	and	CCONJ
epaa-5845	87	58	achievement	achievement	NOUN
epaa-5845	87	59	in	in	ADP
epaa-5845	87	60	spanish	spanish	ADJ
epaa-5845	87	61	,	,	PUNCT
epaa-5845	87	62	english	english	ADJ
epaa-5845	87	63	,	,	PUNCT
epaa-5845	87	64	and	and	CCONJ
epaa-5845	87	65	mathematics	mathematic	NOUN
epaa-5845	87	66	.	.	PUNCT
epaa-5845	88	1	education	education	NOUN
epaa-5845	88	2	policy	policy	NOUN
epaa-5845	88	3	analysis	analysis	NOUN
epaa-5845	88	4	archives	archive	NOUN
epaa-5845	88	5	vol	vol	NOUN
epaa-5845	88	6	.	.	PROPN
epaa-5845	89	1	29	29	NUM
epaa-5845	89	2	no	no	NOUN
epaa-5845	89	3	.	.	NOUN
epaa-5845	90	1	57	57	NUM
epaa-5845	90	2	6	6	NUM
epaa-5845	90	3	the	the	DET
epaa-5845	90	4	course	course	NOUN
epaa-5845	90	5	using	use	VERB
epaa-5845	90	6	the	the	DET
epaa-5845	90	7	set	set	NOUN
epaa-5845	90	8	instrument	instrument	NOUN
epaa-5845	90	9	.	.	PUNCT
epaa-5845	91	1	a	a	DET
epaa-5845	91	2	set	set	NOUN
epaa-5845	91	3	of	of	ADP
epaa-5845	91	4	41	41	NUM
epaa-5845	91	5	dummies	dummy	NOUN
epaa-5845	91	6	identifying	identify	VERB
epaa-5845	91	7	term	term	NOUN
epaa-5845	91	8	/	/	SYM
epaa-5845	91	9	year	year	NOUN
epaa-5845	91	10	captures	capture	NOUN
epaa-5845	91	11	time	time	NOUN
epaa-5845	91	12	effects.3	effects.3	NOUN
epaa-5845	91	13	table	table	NOUN
epaa-5845	91	14	appendix	appendix	NOUN
epaa-5845	91	15	1	1	NUM
epaa-5845	91	16	describes	describe	VERB
epaa-5845	91	17	the	the	DET
epaa-5845	91	18	variables	variable	NOUN
epaa-5845	91	19	used	use	VERB
epaa-5845	91	20	.	.	PUNCT
epaa-5845	92	1	the	the	DET
epaa-5845	92	2	relationship	relationship	NOUN
epaa-5845	92	3	between	between	ADP
epaa-5845	92	4	gpa	gpa	PROPN
epaa-5845	92	5	and	and	CCONJ
epaa-5845	92	6	course	course	NOUN
epaa-5845	92	7	withdrawals	withdrawal	NOUN
epaa-5845	92	8	(	(	PUNCT
epaa-5845	92	9	ws	ws	NOUN
epaa-5845	92	10	)	)	PUNCT
epaa-5845	92	11	according	accord	VERB
epaa-5845	92	12	to	to	ADP
epaa-5845	92	13	matos	mato	NOUN
epaa-5845	92	14	-	-	NOUN
epaa-5845	92	15	díaz	díaz	NOUN
epaa-5845	92	16	(	(	PUNCT
epaa-5845	92	17	2018	2018	NUM
epaa-5845	92	18	)	)	PUNCT
epaa-5845	92	19	,	,	PUNCT
epaa-5845	92	20	academically	academically	ADV
epaa-5845	92	21	lagging	lag	VERB
epaa-5845	92	22	students	student	NOUN
epaa-5845	92	23	,	,	PUNCT
epaa-5845	92	24	who	who	PRON
epaa-5845	92	25	belong	belong	VERB
epaa-5845	92	26	to	to	ADP
epaa-5845	92	27	the	the	DET
epaa-5845	92	28	bottom	bottom	NOUN
epaa-5845	92	29	of	of	ADP
epaa-5845	92	30	the	the	DET
epaa-5845	92	31	grade	grade	NOUN
epaa-5845	92	32	distribution	distribution	NOUN
epaa-5845	92	33	,	,	PUNCT
epaa-5845	92	34	pull	pull	VERB
epaa-5845	92	35	down	down	ADP
epaa-5845	92	36	the	the	DET
epaa-5845	92	37	expected	expect	VERB
epaa-5845	92	38	course	course	NOUN
epaa-5845	92	39	gpa	gpa	PROPN
epaa-5845	92	40	.	.	PUNCT
epaa-5845	93	1	thus	thus	ADV
epaa-5845	93	2	,	,	PUNCT
epaa-5845	93	3	ws	ws	PROPN
epaa-5845	93	4	allow	allow	VERB
epaa-5845	93	5	the	the	DET
epaa-5845	93	6	cleaning	cleaning	NOUN
epaa-5845	93	7	of	of	ADP
epaa-5845	93	8	each	each	DET
epaa-5845	93	9	course	course	NOUN
epaa-5845	93	10	by	by	ADP
epaa-5845	93	11	separating	separate	VERB
epaa-5845	93	12	students	student	NOUN
epaa-5845	93	13	who	who	PRON
epaa-5845	93	14	will	will	AUX
epaa-5845	93	15	withdraw	withdraw	VERB
epaa-5845	93	16	(	(	PUNCT
epaa-5845	93	17	leavers	leaver	NOUN
epaa-5845	93	18	)	)	PUNCT
epaa-5845	93	19	from	from	ADP
epaa-5845	93	20	those	those	PRON
epaa-5845	93	21	who	who	PRON
epaa-5845	93	22	will	will	AUX
epaa-5845	93	23	remain	remain	VERB
epaa-5845	93	24	(	(	PUNCT
epaa-5845	93	25	stayers	stayer	NOUN
epaa-5845	93	26	)	)	PUNCT
epaa-5845	93	27	.	.	PUNCT
epaa-5845	94	1	if	if	SCONJ
epaa-5845	94	2	so	so	ADV
epaa-5845	94	3	,	,	PUNCT
epaa-5845	94	4	leavers	leaver	NOUN
epaa-5845	94	5	will	will	AUX
epaa-5845	94	6	not	not	PART
epaa-5845	94	7	experience	experience	VERB
epaa-5845	94	8	the	the	DET
epaa-5845	94	9	expected	expect	VERB
epaa-5845	94	10	decrease	decrease	NOUN
epaa-5845	94	11	in	in	ADP
epaa-5845	94	12	their	their	PRON
epaa-5845	94	13	gpa	gpa	NOUN
epaa-5845	94	14	,	,	PUNCT
epaa-5845	94	15	and	and	CCONJ
epaa-5845	94	16	the	the	DET
epaa-5845	94	17	course	course	NOUN
epaa-5845	94	18	gpa	gpa	PROPN
epaa-5845	94	19	of	of	ADP
epaa-5845	94	20	the	the	DET
epaa-5845	94	21	stayers	stayer	NOUN
epaa-5845	94	22	will	will	AUX
epaa-5845	94	23	increase	increase	VERB
epaa-5845	94	24	.	.	PUNCT
epaa-5845	95	1	several	several	ADJ
epaa-5845	95	2	studies	study	NOUN
epaa-5845	95	3	invoke	invoke	VERB
epaa-5845	95	4	arguments	argument	NOUN
epaa-5845	95	5	very	very	ADV
epaa-5845	95	6	close	close	ADV
epaa-5845	95	7	to	to	ADP
epaa-5845	95	8	this	this	DET
epaa-5845	95	9	line	line	NOUN
epaa-5845	95	10	of	of	ADP
epaa-5845	95	11	reasoning	reasoning	NOUN
epaa-5845	95	12	in	in	ADP
epaa-5845	95	13	order	order	NOUN
epaa-5845	95	14	to	to	PART
epaa-5845	95	15	explain	explain	VERB
epaa-5845	95	16	grade	grade	NOUN
epaa-5845	95	17	inflation	inflation	NOUN
epaa-5845	95	18	at	at	ADP
epaa-5845	95	19	particular	particular	ADJ
epaa-5845	95	20	u.s	u.s	PROPN
epaa-5845	95	21	.	.	PROPN
epaa-5845	95	22	universities	university	NOUN
epaa-5845	95	23	(	(	PUNCT
epaa-5845	95	24	hoyt	hoyt	PROPN
epaa-5845	95	25	&	&	CCONJ
epaa-5845	95	26	reed	reed	PROPN
epaa-5845	95	27	,	,	PUNCT
epaa-5845	95	28	1976	1976	NUM
epaa-5845	95	29	;	;	PUNCT
epaa-5845	95	30	mcspirit	mcspirit	PROPN
epaa-5845	95	31	&	&	CCONJ
epaa-5845	95	32	jones	jones	PROPN
epaa-5845	95	33	,	,	PUNCT
epaa-5845	95	34	1999	1999	NUM
epaa-5845	95	35	;	;	PUNCT
epaa-5845	95	36	oglive	oglive	NOUN
epaa-5845	95	37	&	&	CCONJ
epaa-5845	95	38	jelavic	jelavic	PROPN
epaa-5845	95	39	,	,	PUNCT
epaa-5845	95	40	2013	2013	NUM
epaa-5845	95	41	;	;	PUNCT
epaa-5845	95	42	rosovsky	rosovsky	NOUN
epaa-5845	95	43	&	&	CCONJ
epaa-5845	95	44	hartley	hartley	PROPN
epaa-5845	95	45	,	,	PUNCT
epaa-5845	95	46	2002	2002	NUM
epaa-5845	95	47	)	)	PUNCT
epaa-5845	95	48	.	.	PUNCT
epaa-5845	96	1	hence	hence	ADV
epaa-5845	96	2	,	,	PUNCT
epaa-5845	96	3	the	the	DET
epaa-5845	96	4	liberalization	liberalization	NOUN
epaa-5845	96	5	of	of	ADP
epaa-5845	96	6	ws	ws	NOUN
epaa-5845	96	7	policies	policy	NOUN
epaa-5845	96	8	should	should	AUX
epaa-5845	96	9	increase	increase	VERB
epaa-5845	96	10	the	the	DET
epaa-5845	96	11	gpa	gpa	PROPN
epaa-5845	96	12	of	of	ADP
epaa-5845	96	13	both	both	DET
epaa-5845	96	14	leavers	leaver	NOUN
epaa-5845	96	15	and	and	CCONJ
epaa-5845	96	16	stayers	stayer	NOUN
epaa-5845	96	17	,	,	PUNCT
epaa-5845	96	18	other	other	ADJ
epaa-5845	96	19	things	thing	NOUN
epaa-5845	96	20	being	be	AUX
epaa-5845	96	21	equal	equal	ADJ
epaa-5845	96	22	.	.	PUNCT
epaa-5845	97	1	such	such	DET
epaa-5845	97	2	a	a	DET
epaa-5845	97	3	prediction	prediction	NOUN
epaa-5845	97	4	would	would	AUX
epaa-5845	97	5	be	be	AUX
epaa-5845	97	6	correct	correct	ADJ
epaa-5845	97	7	to	to	ADP
epaa-5845	97	8	the	the	DET
epaa-5845	97	9	extent	extent	NOUN
epaa-5845	97	10	that	that	SCONJ
epaa-5845	97	11	the	the	DET
epaa-5845	97	12	gpa	gpa	PROPN
epaa-5845	97	13	of	of	ADP
epaa-5845	97	14	the	the	DET
epaa-5845	97	15	stayers	stayer	NOUN
epaa-5845	97	16	was	be	AUX
epaa-5845	97	17	greater	great	ADJ
epaa-5845	97	18	than	than	ADP
epaa-5845	97	19	the	the	DET
epaa-5845	97	20	observed	observed	ADJ
epaa-5845	97	21	one	one	NOUN
epaa-5845	97	22	if	if	SCONJ
epaa-5845	97	23	leavers	leaver	NOUN
epaa-5845	97	24	would	would	AUX
epaa-5845	97	25	have	have	AUX
epaa-5845	97	26	remained	remain	VERB
epaa-5845	97	27	in	in	ADP
epaa-5845	97	28	the	the	DET
epaa-5845	97	29	course	course	NOUN
epaa-5845	97	30	,	,	PUNCT
epaa-5845	97	31	which	which	PRON
epaa-5845	97	32	sounds	sound	VERB
epaa-5845	97	33	reasonable	reasonable	ADJ
epaa-5845	97	34	.	.	PUNCT
epaa-5845	98	1	however	however	ADV
epaa-5845	98	2	,	,	PUNCT
epaa-5845	98	3	an	an	DET
epaa-5845	98	4	observability	observability	NOUN
epaa-5845	98	5	problem	problem	NOUN
epaa-5845	98	6	makes	make	VERB
epaa-5845	98	7	this	this	DET
epaa-5845	98	8	prediction	prediction	NOUN
epaa-5845	98	9	untestable	untestable	ADJ
epaa-5845	98	10	.	.	PUNCT
epaa-5845	99	1	by	by	ADP
epaa-5845	99	2	the	the	DET
epaa-5845	99	3	end	end	NOUN
epaa-5845	99	4	of	of	ADP
epaa-5845	99	5	a	a	DET
epaa-5845	99	6	term	term	NOUN
epaa-5845	99	7	,	,	PUNCT
epaa-5845	99	8	one	one	PRON
epaa-5845	99	9	can	can	AUX
epaa-5845	99	10	observe	observe	VERB
epaa-5845	99	11	the	the	DET
epaa-5845	99	12	effect	effect	NOUN
epaa-5845	99	13	of	of	ADP
epaa-5845	99	14	students	student	NOUN
epaa-5845	99	15	’	'	PUNCT
epaa-5845	99	16	decision	decision	NOUN
epaa-5845	99	17	only	only	ADV
epaa-5845	99	18	on	on	ADP
epaa-5845	99	19	the	the	DET
epaa-5845	99	20	gpa	gpa	PROPN
epaa-5845	99	21	of	of	ADP
epaa-5845	99	22	the	the	DET
epaa-5845	99	23	stayers	stayer	NOUN
epaa-5845	99	24	,	,	PUNCT
epaa-5845	99	25	but	but	CCONJ
epaa-5845	99	26	one	one	PRON
epaa-5845	99	27	can	can	AUX
epaa-5845	99	28	not	not	PART
epaa-5845	99	29	know	know	VERB
epaa-5845	99	30	how	how	SCONJ
epaa-5845	99	31	the	the	DET
epaa-5845	99	32	leavers	leaver	NOUN
epaa-5845	99	33	would	would	AUX
epaa-5845	99	34	have	have	AUX
epaa-5845	99	35	performed	perform	VERB
epaa-5845	99	36	if	if	SCONJ
epaa-5845	99	37	they	they	PRON
epaa-5845	99	38	had	have	AUX
epaa-5845	99	39	not	not	PART
epaa-5845	99	40	done	do	VERB
epaa-5845	99	41	so.4	so.4	PROPN
epaa-5845	99	42	to	to	PART
epaa-5845	99	43	shed	shed	VERB
epaa-5845	99	44	light	light	NOUN
epaa-5845	99	45	on	on	ADP
epaa-5845	99	46	this	this	DET
epaa-5845	99	47	issue	issue	NOUN
epaa-5845	99	48	,	,	PUNCT
epaa-5845	99	49	consider	consider	VERB
epaa-5845	99	50	the	the	DET
epaa-5845	99	51	following	follow	VERB
epaa-5845	99	52	expressions	expression	NOUN
epaa-5845	99	53	(	(	PUNCT
epaa-5845	99	54	matos	mato	NOUN
epaa-5845	99	55	-	-	NOUN
epaa-5845	99	56	díaz	díaz	ADJ
epaa-5845	99	57	,	,	PUNCT
epaa-5845	99	58	2018	2018	NUM
epaa-5845	99	59	)	)	PUNCT
epaa-5845	99	60	:	:	PUNCT
epaa-5845	99	61	(	(	PUNCT
epaa-5845	99	62	)	)	PUNCT
epaa-5845	99	63	igpa	igpa	VERB
epaa-5845	99	64	ws	ws	PROPN
epaa-5845	99	65	=	=	PROPN
epaa-5845	99	66	gpa	gpa	PROPN
epaa-5845	99	67	observed	observe	VERB
epaa-5845	99	68	in	in	ADP
epaa-5845	99	69	course	course	NOUN
epaa-5845	99	70	i	i	PRON
epaa-5845	99	71	given	give	VERB
epaa-5845	99	72	that	that	SCONJ
epaa-5845	99	73	some	some	DET
epaa-5845	99	74	students	student	NOUN
epaa-5845	99	75	withdrew	withdraw	VERB
epaa-5845	99	76	(	(	PUNCT
epaa-5845	99	77	1	1	NUM
epaa-5845	99	78	)	)	PUNCT
epaa-5845	99	79	(	(	PUNCT
epaa-5845	99	80	)	)	PUNCT
epaa-5845	100	1	ie	ie	X
epaa-5845	100	2	gpa	gpa	PROPN
epaa-5845	100	3	ws	ws	PROPN
epaa-5845	100	4	=	=	PROPN
epaa-5845	100	5	gpa	gpa	PROPN
epaa-5845	100	6	expected	expect	VERB
epaa-5845	100	7	in	in	ADP
epaa-5845	100	8	course	course	NOUN
epaa-5845	100	9	i	i	PRON
epaa-5845	100	10	if	if	SCONJ
epaa-5845	100	11	withdrawn	withdraw	VERB
epaa-5845	100	12	students	student	NOUN
epaa-5845	100	13	would	would	AUX
epaa-5845	100	14	have	have	AUX
epaa-5845	100	15	stayed	stay	VERB
epaa-5845	100	16	(	(	PUNCT
epaa-5845	100	17	2	2	NUM
epaa-5845	100	18	)	)	PUNCT
epaa-5845	100	19	according	accord	VERB
epaa-5845	100	20	to	to	ADP
epaa-5845	100	21	the	the	DET
epaa-5845	100	22	previous	previous	ADJ
epaa-5845	100	23	argument	argument	NOUN
epaa-5845	100	24	,	,	PUNCT
epaa-5845	100	25	it	it	PRON
epaa-5845	100	26	should	should	AUX
epaa-5845	100	27	be	be	AUX
epaa-5845	100	28	expected	expect	VERB
epaa-5845	100	29	that	that	SCONJ
epaa-5845	100	30	(	(	PUNCT
epaa-5845	100	31	1	1	X
epaa-5845	100	32	)	)	PUNCT
epaa-5845	100	33	>	>	X
epaa-5845	101	1	(	(	PUNCT
epaa-5845	101	2	2	2	NUM
epaa-5845	101	3	)	)	PUNCT
epaa-5845	101	4	.	.	PUNCT
epaa-5845	102	1	if	if	SCONJ
epaa-5845	102	2	so	so	ADV
epaa-5845	102	3	,	,	PUNCT
epaa-5845	102	4	the	the	DET
epaa-5845	102	5	net	net	ADJ
epaa-5845	102	6	benefit	benefit	NOUN
epaa-5845	102	7	arising	arise	VERB
epaa-5845	102	8	from	from	ADP
epaa-5845	102	9	ws	ws	NOUN
epaa-5845	102	10	could	could	AUX
epaa-5845	102	11	be	be	AUX
epaa-5845	102	12	measured	measure	VERB
epaa-5845	102	13	using	use	VERB
epaa-5845	102	14	expression	expression	NOUN
epaa-5845	102	15	(	(	PUNCT
epaa-5845	102	16	3	3	NUM
epaa-5845	102	17	)	)	PUNCT
epaa-5845	102	18	(	(	PUNCT
epaa-5845	102	19	)	)	PUNCT
epaa-5845	102	20	(	(	PUNCT
epaa-5845	102	21	)	)	PUNCT
epaa-5845	102	22	i	i	PRON
epaa-5845	102	23	igpa	igpa	VERB
epaa-5845	102	24	ws	ws	PROPN
epaa-5845	102	25	e	e	PROPN
epaa-5845	102	26	gpa	gpa	PROPN
epaa-5845	102	27	ws−	ws−	NUM
epaa-5845	102	28	(	(	PUNCT
epaa-5845	102	29	3	3	NUM
epaa-5845	102	30	)	)	PUNCT
epaa-5845	102	31	however	however	ADV
epaa-5845	102	32	,	,	PUNCT
epaa-5845	102	33	only	only	ADV
epaa-5845	102	34	the	the	DET
epaa-5845	102	35	first	first	ADJ
epaa-5845	102	36	term	term	NOUN
epaa-5845	102	37	of	of	ADP
epaa-5845	102	38	(	(	PUNCT
epaa-5845	102	39	3	3	X
epaa-5845	102	40	)	)	PUNCT
epaa-5845	102	41	is	be	AUX
epaa-5845	102	42	observable	observable	ADJ
epaa-5845	102	43	.	.	PUNCT
epaa-5845	103	1	unless	unless	SCONJ
epaa-5845	103	2	the	the	DET
epaa-5845	103	3	second	second	ADJ
epaa-5845	103	4	term	term	NOUN
epaa-5845	103	5	was	be	AUX
epaa-5845	103	6	computed	compute	VERB
epaa-5845	103	7	,	,	PUNCT
epaa-5845	103	8	it	it	PRON
epaa-5845	103	9	would	would	AUX
epaa-5845	103	10	not	not	PART
epaa-5845	103	11	be	be	AUX
epaa-5845	103	12	possible	possible	ADJ
epaa-5845	103	13	to	to	PART
epaa-5845	103	14	uncover	uncover	VERB
epaa-5845	103	15	the	the	DET
epaa-5845	103	16	relationship	relationship	NOUN
epaa-5845	103	17	between	between	ADP
epaa-5845	103	18	gpa	gpa	PROPN
epaa-5845	103	19	and	and	CCONJ
epaa-5845	103	20	ws	ws	NOUN
epaa-5845	103	21	.	.	PUNCT
epaa-5845	104	1	with	with	ADP
epaa-5845	104	2	the	the	DET
epaa-5845	104	3	exception	exception	NOUN
epaa-5845	104	4	of	of	ADP
epaa-5845	104	5	matosdíaz	matosdíaz	NOUN
epaa-5845	104	6	(	(	PUNCT
epaa-5845	104	7	2018	2018	NUM
epaa-5845	104	8	)	)	PUNCT
epaa-5845	104	9	,	,	PUNCT
epaa-5845	104	10	none	none	NOUN
epaa-5845	104	11	of	of	ADP
epaa-5845	104	12	the	the	DET
epaa-5845	104	13	published	publish	VERB
epaa-5845	104	14	studies	study	NOUN
epaa-5845	104	15	until	until	SCONJ
epaa-5845	104	16	now	now	ADV
epaa-5845	104	17	has	have	AUX
epaa-5845	104	18	undertaken	undertake	VERB
epaa-5845	104	19	such	such	DET
epaa-5845	104	20	a	a	DET
epaa-5845	104	21	task	task	NOUN
epaa-5845	104	22	.	.	PUNCT
epaa-5845	105	1	contrariwise	contrariwise	ADV
epaa-5845	105	2	,	,	PUNCT
epaa-5845	105	3	it	it	PRON
epaa-5845	105	4	is	be	AUX
epaa-5845	105	5	reasonable	reasonable	ADJ
epaa-5845	105	6	to	to	PART
epaa-5845	105	7	posit	posit	VERB
epaa-5845	105	8	that	that	PRON
epaa-5845	105	9	ws	ws	PROPN
epaa-5845	105	10	directly	directly	ADV
epaa-5845	105	11	vary	vary	VERB
epaa-5845	105	12	with	with	ADP
epaa-5845	105	13	the	the	DET
epaa-5845	105	14	course	course	NOUN
epaa-5845	105	15	’s	’s	PART
epaa-5845	105	16	inherent	inherent	ADJ
epaa-5845	105	17	difficulty	difficulty	NOUN
epaa-5845	105	18	level	level	NOUN
epaa-5845	105	19	,	,	PUNCT
epaa-5845	105	20	according	accord	VERB
epaa-5845	105	21	to	to	ADP
epaa-5845	105	22	students	student	NOUN
epaa-5845	105	23	’	'	PUNCT
epaa-5845	105	24	criteria.5	criteria.5	PROPN
epaa-5845	105	25	when	when	SCONJ
epaa-5845	105	26	course	course	NOUN
epaa-5845	105	27	difficulty	difficulty	NOUN
epaa-5845	105	28	approaches	approach	VERB
epaa-5845	105	29	zero	zero	NUM
epaa-5845	105	30	,	,	PUNCT
epaa-5845	105	31	the	the	DET
epaa-5845	105	32	average	average	ADJ
epaa-5845	105	33	gpa	gpa	PROPN
epaa-5845	105	34	approaches	approach	VERB
epaa-5845	105	35	its	its	PRON
epaa-5845	105	36	maximum	maximum	ADJ
epaa-5845	105	37	(	(	PUNCT
epaa-5845	105	38	implying	imply	VERB
epaa-5845	105	39	grade	grade	NOUN
epaa-5845	105	40	compression	compression	NOUN
epaa-5845	105	41	)	)	PUNCT
epaa-5845	105	42	,	,	PUNCT
epaa-5845	105	43	and	and	CCONJ
epaa-5845	105	44	ws	ws	NOUN
epaa-5845	105	45	will	will	AUX
epaa-5845	105	46	tend	tend	VERB
epaa-5845	105	47	toward	toward	ADP
epaa-5845	105	48	zero	zero	NUM
epaa-5845	105	49	.	.	PUNCT
epaa-5845	106	1	conversely	conversely	ADV
epaa-5845	106	2	,	,	PUNCT
epaa-5845	106	3	in	in	ADP
epaa-5845	106	4	courses	course	NOUN
epaa-5845	106	5	with	with	ADP
epaa-5845	106	6	greater	great	ADJ
epaa-5845	106	7	difficulty	difficulty	NOUN
epaa-5845	106	8	,	,	PUNCT
epaa-5845	106	9	ws	ws	PROPN
epaa-5845	106	10	will	will	AUX
epaa-5845	106	11	increase	increase	VERB
epaa-5845	106	12	,	,	PUNCT
epaa-5845	106	13	and	and	CCONJ
epaa-5845	106	14	the	the	DET
epaa-5845	106	15	gpa	gpa	PROPN
epaa-5845	106	16	observed	observe	VERB
epaa-5845	106	17	by	by	ADP
epaa-5845	106	18	the	the	DET
epaa-5845	106	19	end	end	NOUN
epaa-5845	106	20	of	of	ADP
epaa-5845	106	21	the	the	DET
epaa-5845	106	22	term	term	NOUN
epaa-5845	106	23	will	will	AUX
epaa-5845	106	24	be	be	AUX
epaa-5845	106	25	significantly	significantly	ADV
epaa-5845	106	26	lower	low	ADJ
epaa-5845	106	27	than	than	ADP
epaa-5845	106	28	that	that	PRON
epaa-5845	106	29	observed	observe	VERB
epaa-5845	106	30	in	in	ADP
epaa-5845	106	31	less	less	ADV
epaa-5845	106	32	difficult	difficult	ADJ
epaa-5845	106	33	courses	course	NOUN
epaa-5845	106	34	.	.	PUNCT
epaa-5845	107	1	if	if	SCONJ
epaa-5845	107	2	so	so	ADV
epaa-5845	107	3	,	,	PUNCT
epaa-5845	107	4	ws	ws	PROPN
epaa-5845	107	5	and	and	CCONJ
epaa-5845	107	6	gpa	gpa	PROPN
epaa-5845	107	7	should	should	AUX
epaa-5845	107	8	move	move	VERB
epaa-5845	107	9	in	in	ADP
epaa-5845	107	10	opposite	opposite	ADJ
epaa-5845	107	11	directions	direction	NOUN
epaa-5845	107	12	.	.	PUNCT
epaa-5845	108	1	evidence	evidence	NOUN
epaa-5845	108	2	points	point	VERB
epaa-5845	108	3	to	to	ADP
epaa-5845	108	4	the	the	DET
epaa-5845	108	5	conclusion	conclusion	NOUN
epaa-5845	108	6	that	that	SCONJ
epaa-5845	108	7	such	such	ADJ
epaa-5845	108	8	is	be	AUX
epaa-5845	108	9	the	the	DET
epaa-5845	108	10	case	case	NOUN
epaa-5845	108	11	prevailing	prevail	VERB
epaa-5845	108	12	at	at	ADP
epaa-5845	108	13	upr	upr	NOUN
epaa-5845	108	14	-	-	PUNCT
epaa-5845	108	15	bayamón	bayamón	NOUN
epaa-5845	108	16	over	over	ADP
epaa-5845	108	17	time	time	NOUN
epaa-5845	108	18	.	.	PUNCT
epaa-5845	109	1	3	3	NUM
epaa-5845	109	2	courses	course	NOUN
epaa-5845	109	3	offered	offer	VERB
epaa-5845	109	4	during	during	ADP
epaa-5845	109	5	summers	summer	NOUN
epaa-5845	109	6	are	be	AUX
epaa-5845	109	7	counted	count	VERB
epaa-5845	109	8	as	as	ADP
epaa-5845	109	9	part	part	NOUN
epaa-5845	109	10	of	of	ADP
epaa-5845	109	11	fall	fall	NOUN
epaa-5845	109	12	sessions	session	NOUN
epaa-5845	109	13	.	.	PUNCT
epaa-5845	110	1	4	4	NUM
epaa-5845	110	2	even	even	ADV
epaa-5845	110	3	though	though	SCONJ
epaa-5845	110	4	each	each	DET
epaa-5845	110	5	course	course	NOUN
epaa-5845	110	6	withdrawal	withdrawal	NOUN
epaa-5845	110	7	is	be	AUX
epaa-5845	110	8	included	include	VERB
epaa-5845	110	9	into	into	ADP
epaa-5845	110	10	the	the	DET
epaa-5845	110	11	student	student	NOUN
epaa-5845	110	12	’s	’s	PART
epaa-5845	110	13	official	official	ADJ
epaa-5845	110	14	transcript	transcript	NOUN
epaa-5845	110	15	,	,	PUNCT
epaa-5845	110	16	they	they	PRON
epaa-5845	110	17	have	have	VERB
epaa-5845	110	18	no	no	DET
epaa-5845	110	19	effect	effect	NOUN
epaa-5845	110	20	on	on	ADP
epaa-5845	110	21	the	the	DET
epaa-5845	110	22	estimated	estimate	VERB
epaa-5845	110	23	gpa	gpa	PROPN
epaa-5845	110	24	.	.	PUNCT
epaa-5845	111	1	the	the	DET
epaa-5845	111	2	deadline	deadline	NOUN
epaa-5845	111	3	for	for	ADP
epaa-5845	111	4	course	course	NOUN
epaa-5845	111	5	withdrawals	withdrawal	NOUN
epaa-5845	111	6	is	be	AUX
epaa-5845	111	7	scheduled	schedule	VERB
epaa-5845	111	8	by	by	ADP
epaa-5845	111	9	the	the	DET
epaa-5845	111	10	end	end	NOUN
epaa-5845	111	11	of	of	ADP
epaa-5845	111	12	the	the	DET
epaa-5845	111	13	term	term	NOUN
epaa-5845	111	14	.	.	PUNCT
epaa-5845	112	1	thus	thus	ADV
epaa-5845	112	2	,	,	PUNCT
epaa-5845	112	3	by	by	ADP
epaa-5845	112	4	that	that	DET
epaa-5845	112	5	time	time	NOUN
epaa-5845	112	6	students	student	NOUN
epaa-5845	112	7	have	have	VERB
epaa-5845	112	8	a	a	DET
epaa-5845	112	9	clear	clear	ADJ
epaa-5845	112	10	idea	idea	NOUN
epaa-5845	112	11	about	about	ADP
epaa-5845	112	12	their	their	PRON
epaa-5845	112	13	academic	academic	ADJ
epaa-5845	112	14	success	success	NOUN
epaa-5845	112	15	probabilities	probability	NOUN
epaa-5845	112	16	in	in	ADP
epaa-5845	112	17	each	each	DET
epaa-5845	112	18	enrolled	enrol	VERB
epaa-5845	112	19	course	course	NOUN
epaa-5845	112	20	.	.	PUNCT
epaa-5845	113	1	5	5	NUM
epaa-5845	113	2	it	it	PRON
epaa-5845	113	3	could	could	AUX
epaa-5845	113	4	be	be	AUX
epaa-5845	113	5	possible	possible	ADJ
epaa-5845	113	6	that	that	SCONJ
epaa-5845	113	7	some	some	DET
epaa-5845	113	8	students	student	NOUN
epaa-5845	113	9	decide	decide	VERB
epaa-5845	113	10	to	to	PART
epaa-5845	113	11	withdraw	withdraw	VERB
epaa-5845	113	12	for	for	ADP
epaa-5845	113	13	reasons	reason	NOUN
epaa-5845	113	14	not	not	PART
epaa-5845	113	15	directly	directly	ADV
epaa-5845	113	16	related	relate	VERB
epaa-5845	113	17	to	to	ADP
epaa-5845	113	18	the	the	DET
epaa-5845	113	19	course	course	NOUN
epaa-5845	113	20	's	's	PART
epaa-5845	113	21	inherent	inherent	ADJ
epaa-5845	113	22	difficulty	difficulty	NOUN
epaa-5845	113	23	,	,	PUNCT
epaa-5845	113	24	such	such	ADJ
epaa-5845	113	25	as	as	ADP
epaa-5845	113	26	economic	economic	ADJ
epaa-5845	113	27	adversities	adversity	NOUN
epaa-5845	113	28	,	,	PUNCT
epaa-5845	113	29	personal	personal	ADJ
epaa-5845	113	30	problems	problem	NOUN
epaa-5845	113	31	,	,	PUNCT
epaa-5845	113	32	illnesses	illness	NOUN
epaa-5845	113	33	,	,	PUNCT
epaa-5845	113	34	etc	etc	X
epaa-5845	113	35	.	.	X
epaa-5845	114	1	otherwise	otherwise	ADV
epaa-5845	114	2	,	,	PUNCT
epaa-5845	114	3	why	why	SCONJ
epaa-5845	114	4	would	would	AUX
epaa-5845	114	5	someone	someone	PRON
epaa-5845	114	6	be	be	AUX
epaa-5845	114	7	willing	willing	ADJ
epaa-5845	114	8	to	to	PART
epaa-5845	114	9	waste	waste	VERB
epaa-5845	114	10	time	time	NOUN
epaa-5845	114	11	and	and	CCONJ
epaa-5845	114	12	money	money	NOUN
epaa-5845	114	13	withdrawing	withdraw	VERB
epaa-5845	114	14	from	from	ADP
epaa-5845	114	15	a	a	DET
epaa-5845	114	16	relatively	relatively	ADV
epaa-5845	114	17	easy	easy	ADJ
epaa-5845	114	18	but	but	CCONJ
epaa-5845	114	19	expensive	expensive	ADJ
epaa-5845	114	20	course	course	NOUN
epaa-5845	114	21	?	?	PUNCT
epaa-5845	115	1	taxonomy	taxonomy	NOUN
epaa-5845	115	2	of	of	ADP
epaa-5845	115	3	grading	grade	VERB
epaa-5845	115	4	practices	practice	NOUN
epaa-5845	115	5	in	in	ADP
epaa-5845	115	6	the	the	DET
epaa-5845	115	7	university	university	NOUN
epaa-5845	115	8	of	of	ADP
epaa-5845	115	9	puerto	puerto	PROPN
epaa-5845	115	10	rico	rico	PROPN
epaa-5845	115	11	at	at	ADP
epaa-5845	115	12	bayamón	bayamón	NOUN
epaa-5845	115	13	,	,	PUNCT
epaa-5845	115	14	1995	1995	NUM
epaa-5845	115	15	-	-	SYM
epaa-5845	115	16	96	96	NUM
epaa-5845	115	17	to	to	ADP
epaa-5845	115	18	2015	2015	NUM
epaa-5845	115	19	-16	-16	SYM
epaa-5845	115	20	7	7	NUM
epaa-5845	115	21	matos	mato	NOUN
epaa-5845	115	22	-	-	PUNCT
epaa-5845	115	23	díaz	díaz	NOUN
epaa-5845	115	24	(	(	PUNCT
epaa-5845	115	25	2018	2018	NUM
epaa-5845	115	26	)	)	PUNCT
epaa-5845	115	27	shows	show	VERB
epaa-5845	115	28	that	that	SCONJ
epaa-5845	115	29	estimates	estimate	NOUN
epaa-5845	115	30	of	of	ADP
epaa-5845	115	31	the	the	DET
epaa-5845	115	32	average	average	ADJ
epaa-5845	115	33	gpa	gpa	PROPN
epaa-5845	115	34	from	from	ADP
epaa-5845	115	35	three	three	NUM
epaa-5845	115	36	different	different	ADJ
epaa-5845	115	37	samples	sample	NOUN
epaa-5845	115	38	over	over	ADP
epaa-5845	115	39	the	the	DET
epaa-5845	115	40	41	41	NUM
epaa-5845	115	41	terms	term	NOUN
epaa-5845	115	42	studied	study	VERB
epaa-5845	115	43	allow	allow	VERB
epaa-5845	115	44	the	the	DET
epaa-5845	115	45	isolation	isolation	NOUN
epaa-5845	115	46	of	of	ADP
epaa-5845	115	47	this	this	DET
epaa-5845	115	48	inverse	inverse	NOUN
epaa-5845	115	49	relationship	relationship	NOUN
epaa-5845	115	50	.	.	PUNCT
epaa-5845	116	1	figure	figure	NOUN
epaa-5845	116	2	appendix	appendix	VERB
epaa-5845	116	3	1	1	NUM
epaa-5845	116	4	plots	plot	NOUN
epaa-5845	116	5	the	the	DET
epaa-5845	116	6	three	three	NUM
epaa-5845	116	7	series	series	NOUN
epaa-5845	116	8	.	.	PUNCT
epaa-5845	117	1	each	each	PRON
epaa-5845	117	2	exhibits	exhibit	VERB
epaa-5845	117	3	an	an	DET
epaa-5845	117	4	increasing	increase	VERB
epaa-5845	117	5	tendency	tendency	NOUN
epaa-5845	117	6	over	over	ADP
epaa-5845	117	7	time	time	NOUN
epaa-5845	117	8	(	(	PUNCT
epaa-5845	117	9	grade	grade	NOUN
epaa-5845	117	10	inflation	inflation	NOUN
epaa-5845	117	11	)	)	PUNCT
epaa-5845	117	12	.	.	PUNCT
epaa-5845	118	1	however	however	ADV
epaa-5845	118	2	,	,	PUNCT
epaa-5845	118	3	subsample	subsample	ADJ
epaa-5845	118	4	two	two	NUM
epaa-5845	118	5	(	(	PUNCT
epaa-5845	118	6	)	)	PUNCT
epaa-5845	118	7	ws	ws	NOUN
epaa-5845	118	8	0=	0=	NOUN
epaa-5845	118	9	exhibits	exhibit	VERB
epaa-5845	118	10	the	the	DET
epaa-5845	118	11	highest	high	ADJ
epaa-5845	118	12	gpa	gpa	NOUN
epaa-5845	118	13	by	by	ADP
epaa-5845	118	14	term	term	NOUN
epaa-5845	118	15	,	,	PUNCT
epaa-5845	118	16	ranging	range	VERB
epaa-5845	118	17	from	from	ADP
epaa-5845	118	18	2.97	2.97	NUM
epaa-5845	118	19	to	to	ADP
epaa-5845	118	20	3.24	3.24	NUM
epaa-5845	118	21	.	.	PUNCT
epaa-5845	119	1	conversely	conversely	ADV
epaa-5845	119	2	,	,	PUNCT
epaa-5845	119	3	sub	sub	ADJ
epaa-5845	119	4	-	-	ADJ
epaa-5845	119	5	sample	sample	ADJ
epaa-5845	119	6	one	one	NUM
epaa-5845	119	7	(	(	PUNCT
epaa-5845	119	8	)	)	PUNCT
epaa-5845	119	9	ws	ws	PROPN
epaa-5845	119	10	1	1	NUM
epaa-5845	119	11	exhibits	exhibit	VERB
epaa-5845	119	12	the	the	DET
epaa-5845	119	13	lowest	low	ADJ
epaa-5845	119	14	gpa	gpa	NOUN
epaa-5845	119	15	by	by	ADP
epaa-5845	119	16	term	term	NOUN
epaa-5845	119	17	,	,	PUNCT
epaa-5845	119	18	ranging	range	VERB
epaa-5845	119	19	from	from	ADP
epaa-5845	119	20	2.42	2.42	NUM
epaa-5845	119	21	to	to	ADP
epaa-5845	119	22	2.66	2.66	NUM
epaa-5845	119	23	.	.	PUNCT
epaa-5845	120	1	right	right	ADV
epaa-5845	120	2	in	in	ADP
epaa-5845	120	3	the	the	DET
epaa-5845	120	4	middle	middle	NOUN
epaa-5845	120	5	lies	lie	VERB
epaa-5845	120	6	the	the	DET
epaa-5845	120	7	full	full	ADJ
epaa-5845	120	8	sample	sample	NOUN
epaa-5845	120	9	,	,	PUNCT
epaa-5845	120	10	in	in	ADP
epaa-5845	120	11	which	which	DET
epaa-5845	120	12	case	case	NOUN
epaa-5845	120	13	gpa	gpa	NOUN
epaa-5845	120	14	by	by	ADP
epaa-5845	120	15	term	term	NOUN
epaa-5845	120	16	ranges	range	VERB
epaa-5845	120	17	from	from	ADP
epaa-5845	120	18	2.54	2.54	NUM
epaa-5845	120	19	to	to	ADP
epaa-5845	120	20	2.84	2.84	NUM
epaa-5845	120	21	.	.	PUNCT
epaa-5845	121	1	therefore	therefore	ADV
epaa-5845	121	2	,	,	PUNCT
epaa-5845	121	3	ws	ws	PROPN
epaa-5845	121	4	and	and	CCONJ
epaa-5845	121	5	gpa	gpa	PROPN
epaa-5845	121	6	move	move	NOUN
epaa-5845	121	7	in	in	ADP
epaa-5845	121	8	opposite	opposite	ADJ
epaa-5845	121	9	directions	direction	NOUN
epaa-5845	121	10	over	over	ADP
epaa-5845	121	11	time	time	NOUN
epaa-5845	121	12	.	.	PUNCT
epaa-5845	122	1	figure	figure	NOUN
epaa-5845	122	2	appendix	appendix	ADJ
epaa-5845	122	3	2	2	NUM
epaa-5845	122	4	uses	use	VERB
epaa-5845	122	5	color	color	NOUN
epaa-5845	122	6	bars	bar	NOUN
epaa-5845	122	7	to	to	PART
epaa-5845	122	8	represent	represent	VERB
epaa-5845	122	9	triplets	triplet	NOUN
epaa-5845	122	10	of	of	ADP
epaa-5845	122	11	gpa	gpa	PROPN
epaa-5845	122	12	distributed	distribute	VERB
epaa-5845	122	13	by	by	ADP
epaa-5845	122	14	afs	afs	NOUN
epaa-5845	122	15	,	,	PUNCT
epaa-5845	122	16	succinctly	succinctly	ADV
epaa-5845	122	17	depicting	depict	VERB
epaa-5845	122	18	this	this	DET
epaa-5845	122	19	inverse	inverse	NOUN
epaa-5845	122	20	relationship	relationship	NOUN
epaa-5845	122	21	.	.	PUNCT
epaa-5845	123	1	furthermore	furthermore	ADV
epaa-5845	123	2	,	,	PUNCT
epaa-5845	123	3	this	this	DET
epaa-5845	123	4	relationship	relationship	NOUN
epaa-5845	123	5	also	also	ADV
epaa-5845	123	6	prevails	prevail	VERB
epaa-5845	123	7	between	between	ADP
epaa-5845	123	8	and	and	CCONJ
epaa-5845	123	9	within	within	ADP
epaa-5845	123	10	afs	afs	NOUN
epaa-5845	123	11	(	(	PUNCT
epaa-5845	123	12	matos	matos	ADJ
epaa-5845	123	13	-	-	NOUN
epaa-5845	123	14	díaz	díaz	ADJ
epaa-5845	123	15	,	,	PUNCT
epaa-5845	123	16	2018	2018	NUM
epaa-5845	123	17	)	)	PUNCT
epaa-5845	123	18	.	.	PUNCT
epaa-5845	124	1	modeling	model	VERB
epaa-5845	124	2	ijgpa	ijgpa	NOUN
epaa-5845	124	3	and	and	CCONJ
epaa-5845	124	4	ijpws	ijpws	NOUN
epaa-5845	124	5	at	at	ADP
epaa-5845	124	6	course	course	NOUN
epaa-5845	124	7	level	level	NOUN
epaa-5845	124	8	let	let	VERB
epaa-5845	124	9	as	as	ADP
epaa-5845	124	10	,	,	PUNCT
epaa-5845	124	11	bs	bs	NOUN
epaa-5845	124	12	,	,	PUNCT
epaa-5845	124	13	cs	cs	ADJ
epaa-5845	124	14	,	,	PUNCT
epaa-5845	124	15	ds	ds	ADJ
epaa-5845	124	16	,	,	PUNCT
epaa-5845	124	17	and	and	CCONJ
epaa-5845	124	18	fs	fs	PROPN
epaa-5845	124	19	be	be	AUX
epaa-5845	124	20	the	the	DET
epaa-5845	124	21	letter	letter	NOUN
epaa-5845	124	22	grades	grade	NOUN
epaa-5845	124	23	assigned	assign	VERB
epaa-5845	124	24	by	by	ADP
epaa-5845	124	25	instructor	instructor	NOUN
epaa-5845	124	26	j	j	PROPN
epaa-5845	124	27	at	at	ADP
epaa-5845	124	28	the	the	DET
epaa-5845	124	29	end	end	NOUN
epaa-5845	124	30	of	of	ADP
epaa-5845	124	31	the	the	DET
epaa-5845	124	32	term	term	NOUN
epaa-5845	124	33	to	to	ADP
epaa-5845	124	34	the	the	DET
epaa-5845	124	35	students	student	NOUN
epaa-5845	124	36	enrolled	enrol	VERB
epaa-5845	124	37	in	in	ADP
epaa-5845	124	38	course	course	NOUN
epaa-5845	124	39	i.	i.	NOUN
epaa-5845	124	40	let	let	VERB
epaa-5845	124	41	ijws	ijws	NOUN
epaa-5845	124	42	be	be	AUX
epaa-5845	124	43	the	the	DET
epaa-5845	124	44	number	number	NOUN
epaa-5845	124	45	of	of	ADP
epaa-5845	124	46	students	student	NOUN
epaa-5845	124	47	who	who	PRON
epaa-5845	124	48	withdraw	withdraw	VERB
epaa-5845	124	49	from	from	ADP
epaa-5845	124	50	course	course	NOUN
epaa-5845	125	1	i	i	PRON
epaa-5845	125	2	after	after	ADP
epaa-5845	125	3	the	the	DET
epaa-5845	125	4	deadline	deadline	NOUN
epaa-5845	125	5	to	to	PART
epaa-5845	125	6	add	add	VERB
epaa-5845	125	7	or	or	CCONJ
epaa-5845	125	8	drop	drop	VERB
epaa-5845	125	9	a	a	DET
epaa-5845	125	10	course	course	NOUN
epaa-5845	125	11	.	.	PUNCT
epaa-5845	126	1	thus	thus	ADV
epaa-5845	126	2	,	,	PUNCT
epaa-5845	126	3	total	total	ADJ
epaa-5845	126	4	enrollment	enrollment	NOUN
epaa-5845	126	5	in	in	ADP
epaa-5845	126	6	course	course	NOUN
epaa-5845	126	7	i	i	PRON
epaa-5845	126	8	offered	offer	VERB
epaa-5845	126	9	by	by	ADP
epaa-5845	126	10	instructor	instructor	NOUN
epaa-5845	126	11	j	j	PROPN
epaa-5845	126	12	is	be	AUX
epaa-5845	126	13	proportional	proportional	ADJ
epaa-5845	126	14	to	to	ADP
epaa-5845	126	15	(	(	PUNCT
epaa-5845	126	16	)	)	PUNCT
epaa-5845	126	17	ijn	ijn	PROPN
epaa-5845	126	18	as	as	ADP
epaa-5845	126	19	bs	bs	PROPN
epaa-5845	126	20	cs	cs	PROPN
epaa-5845	126	21	ds	ds	PROPN
epaa-5845	126	22	fs	fs	ADP
epaa-5845	126	23	ws=	ws=	NOUN
epaa-5845	126	24	+	+	X
epaa-5845	127	1	+	+	PUNCT
epaa-5845	128	1	+	+	PUNCT
epaa-5845	128	2	+	+	PUNCT
epaa-5845	128	3	+	+	CCONJ
epaa-5845	128	4	(	(	PUNCT
epaa-5845	128	5	4	4	NUM
epaa-5845	128	6	)	)	PUNCT
epaa-5845	128	7	hence	hence	ADV
epaa-5845	128	8	,	,	PUNCT
epaa-5845	128	9	the	the	DET
epaa-5845	128	10	grade	grade	NOUN
epaa-5845	128	11	point	point	NOUN
epaa-5845	128	12	average	average	NOUN
epaa-5845	128	13	observed	observe	VERB
epaa-5845	128	14	in	in	ADP
epaa-5845	128	15	the	the	DET
epaa-5845	128	16	course	course	NOUN
epaa-5845	128	17	by	by	ADP
epaa-5845	128	18	the	the	DET
epaa-5845	128	19	end	end	NOUN
epaa-5845	128	20	of	of	ADP
epaa-5845	128	21	the	the	DET
epaa-5845	128	22	term	term	NOUN
epaa-5845	128	23	(	(	PUNCT
epaa-5845	128	24	)	)	PUNCT
epaa-5845	128	25	ijgpa	ijgpa	NOUN
epaa-5845	128	26	will	will	AUX
epaa-5845	128	27	be	be	AUX
epaa-5845	128	28			PROPN
epaa-5845	128	29	4	4	NOUN
epaa-5845	128	30	3	3	NUM
epaa-5845	128	31	2	2	NUM
epaa-5845	128	32	1	1	NUM
epaa-5845	128	33	0ij	0ij	NOUN
epaa-5845	128	34	as	as	ADP
epaa-5845	128	35	bs	bs	PROPN
epaa-5845	128	36	cs	cs	X
epaa-5845	128	37	ds	ds	PROPN
epaa-5845	128	38	fsgpa	fsgpa	NOUN
epaa-5845	128	39	as	as	SCONJ
epaa-5845	128	40	bs	bs	PROPN
epaa-5845	128	41	cs	cs	PROPN
epaa-5845	128	42	ds	ds	VERB
epaa-5845	128	43	fs	fs	ADP
epaa-5845	128	44			PROPN
epaa-5845	128	45	+	+	CCONJ
epaa-5845	129	1			PROPN
epaa-5845	130	1	+	+	CCONJ
epaa-5845	131	1			ADJ
epaa-5845	131	2	+	+	CCONJ
epaa-5845	131	3			ADJ
epaa-5845	131	4	+	+	CCONJ
epaa-5845	131	5			PROPN
epaa-5845	131	6	=	=	SYM
epaa-5845	132	1	+	+	PUNCT
epaa-5845	133	1	+	+	PUNCT
epaa-5845	133	2	+	+	PUNCT
epaa-5845	133	3	+	+	CCONJ
epaa-5845	133	4	(	(	PUNCT
epaa-5845	133	5	5	5	NUM
epaa-5845	133	6	)	)	PUNCT
epaa-5845	133	7	likewise	likewise	ADV
epaa-5845	133	8	,	,	PUNCT
epaa-5845	133	9	the	the	DET
epaa-5845	133	10	proportion	proportion	NOUN
epaa-5845	133	11	of	of	ADP
epaa-5845	133	12	withdrawals	withdrawal	NOUN
epaa-5845	133	13	observed	observe	VERB
epaa-5845	133	14	in	in	ADP
epaa-5845	133	15	such	such	DET
epaa-5845	133	16	a	a	DET
epaa-5845	133	17	course	course	NOUN
epaa-5845	133	18	(	(	PUNCT
epaa-5845	133	19	)	)	PUNCT
epaa-5845	133	20	ijpws	ijpws	NOUN
epaa-5845	133	21	will	will	AUX
epaa-5845	133	22	be	be	AUX
epaa-5845	133	23	ij	ij	NUM
epaa-5845	133	24	ij	ij	INTJ
epaa-5845	133	25	ij	ij	INTJ
epaa-5845	133	26	ws	ws	NOUN
epaa-5845	133	27	pws	pws	NOUN
epaa-5845	133	28	n	n	NOUN
epaa-5845	133	29	=	=	SYM
epaa-5845	133	30	(	(	PUNCT
epaa-5845	133	31	6	6	NUM
epaa-5845	133	32	)	)	PUNCT
epaa-5845	133	33	a	a	DET
epaa-5845	133	34	caveat	caveat	NOUN
epaa-5845	133	35	is	be	AUX
epaa-5845	133	36	in	in	ADP
epaa-5845	133	37	order	order	NOUN
epaa-5845	133	38	here	here	ADV
epaa-5845	133	39	.	.	PUNCT
epaa-5845	134	1	it	it	PRON
epaa-5845	134	2	might	might	AUX
epaa-5845	134	3	be	be	AUX
epaa-5845	134	4	expected	expect	VERB
epaa-5845	134	5	that	that	SCONJ
epaa-5845	134	6	academically	academically	ADV
epaa-5845	134	7	ablest	able	ADJ
epaa-5845	134	8	students	student	NOUN
epaa-5845	134	9	sort	sort	VERB
epaa-5845	134	10	themselves	themselves	PRON
epaa-5845	134	11	into	into	ADP
epaa-5845	134	12	the	the	DET
epaa-5845	134	13	most	most	ADV
epaa-5845	134	14	difficult	difficult	ADJ
epaa-5845	134	15	content	content	NOUN
epaa-5845	134	16	courses	course	NOUN
epaa-5845	134	17	offered	offer	VERB
epaa-5845	134	18	by	by	ADP
epaa-5845	134	19	the	the	DET
epaa-5845	134	20	more	more	ADV
epaa-5845	134	21	prestigious	prestigious	ADJ
epaa-5845	134	22	and	and	CCONJ
epaa-5845	134	23	high	high	ADV
epaa-5845	134	24	-	-	PUNCT
epaa-5845	134	25	paying	pay	VERB
epaa-5845	134	26	academic	academic	ADJ
epaa-5845	134	27	fields	field	NOUN
epaa-5845	134	28	.	.	PUNCT
epaa-5845	135	1	if	if	SCONJ
epaa-5845	135	2	so	so	ADV
epaa-5845	135	3	,	,	PUNCT
epaa-5845	135	4	a	a	DET
epaa-5845	135	5	selectivity	selectivity	NOUN
epaa-5845	135	6	issue	issue	NOUN
epaa-5845	135	7	might	might	AUX
epaa-5845	135	8	arise.6	arise.6	VERB
epaa-5845	135	9	however	however	ADV
epaa-5845	135	10	,	,	PUNCT
epaa-5845	135	11	to	to	PART
epaa-5845	135	12	replicate	replicate	VERB
epaa-5845	135	13	the	the	DET
epaa-5845	135	14	suggested	suggest	VERB
epaa-5845	135	15	method	method	NOUN
epaa-5845	135	16	at	at	ADP
epaa-5845	135	17	student	student	NOUN
epaa-5845	135	18	-	-	PUNCT
epaa-5845	135	19	course	course	NOUN
epaa-5845	135	20	level	level	NOUN
epaa-5845	135	21	,	,	PUNCT
epaa-5845	135	22	the	the	DET
epaa-5845	135	23	dimensions	dimension	NOUN
epaa-5845	135	24	of	of	ADP
epaa-5845	135	25	the	the	DET
epaa-5845	135	26	data	data	NOUN
epaa-5845	135	27	matrix	matrix	NOUN
epaa-5845	135	28	should	should	AUX
epaa-5845	135	29	be	be	AUX
epaa-5845	135	30	increased	increase	VERB
epaa-5845	135	31	substantially	substantially	ADV
epaa-5845	135	32	in	in	ADP
epaa-5845	135	33	order	order	NOUN
epaa-5845	135	34	to	to	PART
epaa-5845	135	35	accommodate	accommodate	VERB
epaa-5845	135	36	the	the	DET
epaa-5845	135	37	academic	academic	ADJ
epaa-5845	135	38	records	record	NOUN
epaa-5845	135	39	of	of	ADP
epaa-5845	135	40	the	the	DET
epaa-5845	135	41	students	student	NOUN
epaa-5845	135	42	enrolled	enrol	VERB
epaa-5845	135	43	in	in	ADP
epaa-5845	135	44	each	each	DET
epaa-5845	135	45	one	one	NUM
epaa-5845	135	46	of	of	ADP
epaa-5845	135	47	the	the	DET
epaa-5845	135	48	39,337	39,337	NUM
epaa-5845	135	49	courses	course	NOUN
epaa-5845	135	50	analyzed	analyze	VERB
epaa-5845	135	51	,	,	PUNCT
epaa-5845	135	52	as	as	ADV
epaa-5845	135	53	well	well	ADV
epaa-5845	135	54	as	as	ADP
epaa-5845	135	55	the	the	DET
epaa-5845	135	56	covariates	covariate	NOUN
epaa-5845	135	57	defining	define	VERB
epaa-5845	135	58	their	their	PRON
epaa-5845	135	59	characteristics	characteristic	NOUN
epaa-5845	135	60	.	.	PUNCT
epaa-5845	136	1	a	a	DET
epaa-5845	136	2	panel	panel	NOUN
epaa-5845	136	3	at	at	ADP
epaa-5845	136	4	such	such	ADJ
epaa-5845	136	5	specificity	specificity	NOUN
epaa-5845	136	6	levels	level	NOUN
epaa-5845	136	7	is	be	AUX
epaa-5845	136	8	unavailable	unavailable	ADJ
epaa-5845	136	9	.	.	PUNCT
epaa-5845	137	1	thus	thus	ADV
epaa-5845	137	2	,	,	PUNCT
epaa-5845	137	3	this	this	DET
epaa-5845	137	4	study	study	NOUN
epaa-5845	137	5	uses	use	VERB
epaa-5845	137	6	the	the	DET
epaa-5845	137	7	course	course	NOUN
epaa-5845	137	8	as	as	ADP
epaa-5845	137	9	the	the	DET
epaa-5845	137	10	unit	unit	NOUN
epaa-5845	137	11	of	of	ADP
epaa-5845	137	12	analysis	analysis	NOUN
epaa-5845	137	13	.	.	PUNCT
epaa-5845	138	1	nevertheless	nevertheless	ADV
epaa-5845	138	2	,	,	PUNCT
epaa-5845	138	3	suppose	suppose	VERB
epaa-5845	138	4	that	that	SCONJ
epaa-5845	138	5	student	student	NOUN
epaa-5845	138	6	-	-	PUNCT
epaa-5845	138	7	course	course	NOUN
epaa-5845	138	8	is	be	AUX
epaa-5845	138	9	the	the	DET
epaa-5845	138	10	unit	unit	NOUN
epaa-5845	138	11	of	of	ADP
epaa-5845	138	12	analysis	analysis	NOUN
epaa-5845	138	13	instead	instead	ADV
epaa-5845	138	14	of	of	ADP
epaa-5845	138	15	the	the	DET
epaa-5845	138	16	course	course	NOUN
epaa-5845	138	17	itself	itself	PRON
epaa-5845	138	18	.	.	PUNCT
epaa-5845	139	1	by	by	ADP
epaa-5845	139	2	the	the	DET
epaa-5845	139	3	end	end	NOUN
epaa-5845	139	4	of	of	ADP
epaa-5845	139	5	a	a	DET
epaa-5845	139	6	term	term	NOUN
epaa-5845	139	7	,	,	PUNCT
epaa-5845	139	8	only	only	ADV
epaa-5845	139	9	the	the	DET
epaa-5845	139	10	integers	integer	NOUN
epaa-5845	139	11	{	{	PUNCT
epaa-5845	139	12	0	0	NUM
epaa-5845	139	13	,	,	PUNCT
epaa-5845	139	14	1	1	NUM
epaa-5845	139	15	,	,	PUNCT
epaa-5845	139	16	2	2	NUM
epaa-5845	139	17	,	,	PUNCT
epaa-5845	139	18	3	3	NUM
epaa-5845	139	19	,	,	PUNCT
epaa-5845	139	20	4	4	NUM
epaa-5845	139	21	}	}	PUNCT
epaa-5845	139	22	corresponding	correspond	VERB
epaa-5845	139	23	to	to	ADP
epaa-5845	139	24	letter	letter	NOUN
epaa-5845	139	25	grades	grade	NOUN
epaa-5845	139	26	{	{	PUNCT
epaa-5845	139	27	fs	fs	PROPN
epaa-5845	139	28	,	,	PUNCT
epaa-5845	139	29	ds	ds	ADJ
epaa-5845	139	30	,	,	PUNCT
epaa-5845	139	31	cs	cs	X
epaa-5845	139	32	,	,	PUNCT
epaa-5845	139	33	bs	bs	NOUN
epaa-5845	139	34	,	,	PUNCT
epaa-5845	139	35	and	and	CCONJ
epaa-5845	139	36	as	as	ADP
epaa-5845	139	37	}	}	PUNCT
epaa-5845	139	38	,	,	PUNCT
epaa-5845	139	39	for	for	ADP
epaa-5845	139	40	each	each	DET
epaa-5845	139	41	course	course	NOUN
epaa-5845	139	42	completed	complete	VERB
epaa-5845	139	43	by	by	ADP
epaa-5845	139	44	student	student	NOUN
epaa-5845	139	45	h	h	NOUN
epaa-5845	139	46	,	,	PUNCT
epaa-5845	139	47	or	or	CCONJ
epaa-5845	139	48	{	{	PUNCT
epaa-5845	139	49	ws	ws	NOUN
epaa-5845	139	50	}	}	PUNCT
epaa-5845	139	51	for	for	ADP
epaa-5845	139	52	each	each	DET
epaa-5845	139	53	one	one	NOUN
epaa-5845	139	54	who	who	PRON
epaa-5845	139	55	withdrew	withdraw	VERB
epaa-5845	139	56	(	(	PUNCT
epaa-5845	139	57	missing	miss	VERB
epaa-5845	139	58	)	)	PUNCT
epaa-5845	139	59	,	,	PUNCT
epaa-5845	139	60	will	will	AUX
epaa-5845	139	61	be	be	AUX
epaa-5845	139	62	observed	observe	VERB
epaa-5845	139	63	.	.	PUNCT
epaa-5845	140	1	thus	thus	ADV
epaa-5845	140	2	,	,	PUNCT
epaa-5845	140	3	gpa	gpa	PROPN
epaa-5845	140	4	is	be	AUX
epaa-5845	140	5	not	not	PART
epaa-5845	140	6	defined	define	VERB
epaa-5845	140	7	and	and	CCONJ
epaa-5845	140	8	maximum	maximum	ADJ
epaa-5845	140	9	likelihood	likelihood	NOUN
epaa-5845	140	10	methods	method	NOUN
epaa-5845	140	11	,	,	PUNCT
epaa-5845	140	12	such	such	ADJ
epaa-5845	140	13	as	as	ADP
epaa-5845	140	14	ordered	order	VERB
epaa-5845	140	15	probit	probit	NOUN
epaa-5845	140	16	or	or	CCONJ
epaa-5845	140	17	ordered	order	VERB
epaa-5845	140	18	logit	logit	NOUN
epaa-5845	140	19	,	,	PUNCT
epaa-5845	140	20	should	should	AUX
epaa-5845	140	21	be	be	AUX
epaa-5845	140	22	used	use	VERB
epaa-5845	140	23	to	to	PART
epaa-5845	140	24	model	model	VERB
epaa-5845	140	25	the	the	DET
epaa-5845	140	26	probability	probability	NOUN
epaa-5845	140	27	of	of	ADP
epaa-5845	140	28	each	each	DET
epaa-5845	140	29	letter	letter	NOUN
epaa-5845	140	30	grade	grade	NOUN
epaa-5845	140	31	.	.	PUNCT
epaa-5845	141	1	correcting	correct	VERB
epaa-5845	141	2	for	for	ADP
epaa-5845	141	3	selectivity	selectivity	NOUN
epaa-5845	141	4	in	in	ADP
epaa-5845	141	5	such	such	ADJ
epaa-5845	141	6	cases	case	NOUN
epaa-5845	141	7	might	might	AUX
epaa-5845	141	8	be	be	AUX
epaa-5845	141	9	a	a	DET
epaa-5845	141	10	challenge	challenge	NOUN
epaa-5845	141	11	(	(	PUNCT
epaa-5845	141	12	heckman	heckman	NOUN
epaa-5845	141	13	,	,	PUNCT
epaa-5845	141	14	1979	1979	NUM
epaa-5845	141	15	)	)	PUNCT
epaa-5845	141	16	.	.	PUNCT
epaa-5845	142	1	6	6	NUM
epaa-5845	142	2	this	this	DET
epaa-5845	142	3	point	point	NOUN
epaa-5845	142	4	was	be	AUX
epaa-5845	142	5	brought	bring	VERB
epaa-5845	142	6	to	to	ADP
epaa-5845	142	7	my	my	PRON
epaa-5845	142	8	attention	attention	NOUN
epaa-5845	142	9	by	by	ADP
epaa-5845	142	10	one	one	NUM
epaa-5845	142	11	anonymous	anonymous	ADJ
epaa-5845	142	12	referee	referee	NOUN
epaa-5845	142	13	to	to	ADP
epaa-5845	142	14	whom	whom	PRON
epaa-5845	142	15	i	i	PRON
epaa-5845	142	16	am	be	AUX
epaa-5845	142	17	grateful	grateful	ADJ
epaa-5845	142	18	.	.	PUNCT
epaa-5845	143	1	education	education	NOUN
epaa-5845	143	2	policy	policy	NOUN
epaa-5845	143	3	analysis	analysis	NOUN
epaa-5845	143	4	archives	archive	NOUN
epaa-5845	143	5	vol	vol	NOUN
epaa-5845	143	6	.	.	PROPN
epaa-5845	144	1	29	29	NUM
epaa-5845	144	2	no	no	NOUN
epaa-5845	144	3	.	.	NOUN
epaa-5845	145	1	57	57	NUM
epaa-5845	145	2	8	8	NUM
epaa-5845	145	3	the	the	DET
epaa-5845	145	4	preceding	precede	VERB
epaa-5845	145	5	discussion	discussion	NOUN
epaa-5845	145	6	justifies	justify	VERB
epaa-5845	145	7	the	the	DET
epaa-5845	145	8	specification	specification	NOUN
epaa-5845	145	9	of	of	ADP
epaa-5845	145	10	the	the	DET
epaa-5845	145	11	following	follow	VERB
epaa-5845	145	12	two	two	NUM
epaa-5845	145	13	equations	equation	NOUN
epaa-5845	145	14	in	in	ADP
epaa-5845	145	15	order	order	NOUN
epaa-5845	145	16	to	to	PART
epaa-5845	145	17	model	model	VERB
epaa-5845	145	18	both	both	DET
epaa-5845	145	19	variables	variable	NOUN
epaa-5845	145	20	at	at	ADP
epaa-5845	145	21	course	course	NOUN
epaa-5845	145	22	level	level	NOUN
epaa-5845	145	23	.	.	PUNCT
epaa-5845	146	1	21	21	NUM
epaa-5845	146	2	2	2	NUM
epaa-5845	146	3	α	α	PROPN
epaa-5845	146	4	γ	γ	PROPN
epaa-5845	146	5	gpa	gpa	PROPN
epaa-5845	146	6	gpa	gpa	PROPN
epaa-5845	146	7	gpa	gpa	PROPN
epaa-5845	146	8	gpa	gpa	PROPN
epaa-5845	146	9	ij	ij	PROPN
epaa-5845	146	10	gpa	gpa	PROPN
epaa-5845	146	11	j	j	PROPN
epaa-5845	146	12	ij	ij	NOUN
epaa-5845	146	13	ijy	ijy	NOUN
epaa-5845	146	14	af	af	NOUN
epaa-5845	146	15			PROPN
epaa-5845	146	16	=	=	PUNCT
epaa-5845	146	17	=	=	PROPN
epaa-5845	146	18	+	+	X
epaa-5845	147	1	+	+	PUNCT
epaa-5845	148	1	+	+	CCONJ
epaa-5845	148	2	+	+	ADJ
epaa-5845	148	3			X
epaa-5845	148	4	x	x	X
epaa-5845	148	5	β	β	X
epaa-5845	148	6	(	(	PUNCT
epaa-5845	148	7	7	7	NUM
epaa-5845	148	8	)	)	PUNCT
epaa-5845	148	9	21	21	NUM
epaa-5845	148	10	2	2	NUM
epaa-5845	148	11	α	α	NUM
epaa-5845	148	12	γ	γ	X
epaa-5845	148	13	pws	pws	NOUN
epaa-5845	148	14	pws	pws	NOUN
epaa-5845	148	15	pws	pws	NOUN
epaa-5845	148	16	pws	pws	NOUN
epaa-5845	148	17	ij	ij	NOUN
epaa-5845	148	18	pws	pws	PROPN
epaa-5845	148	19	j	j	PROPN
epaa-5845	148	20	ij	ij	NOUN
epaa-5845	148	21	ijy	ijy	NOUN
epaa-5845	148	22	af	af	NOUN
epaa-5845	148	23			NUM
epaa-5845	148	24	=	=	SYM
epaa-5845	148	25	=	=	PROPN
epaa-5845	148	26	+	+	X
epaa-5845	149	1	+	+	PUNCT
epaa-5845	149	2	+	+	CCONJ
epaa-5845	149	3	+	+	ADJ
epaa-5845	149	4			X
epaa-5845	149	5	x	x	X
epaa-5845	149	6	β	β	X
epaa-5845	149	7	(	(	PUNCT
epaa-5845	149	8	8)	8)	NUM
epaa-5845	149	9	the	the	DET
epaa-5845	149	10	parameters	parameter	NOUN
epaa-5845	149	11	αgpa	αgpa	NOUN
epaa-5845	149	12	and	and	CCONJ
epaa-5845	149	13	αpws	αpws	NOUN
epaa-5845	149	14	are	be	AUX
epaa-5845	149	15	the	the	DET
epaa-5845	149	16	overall	overall	ADJ
epaa-5845	149	17	constants	constant	NOUN
epaa-5845	149	18	(	(	PUNCT
epaa-5845	149	19	intercepts	intercept	NOUN
epaa-5845	149	20	)	)	PUNCT
epaa-5845	149	21	in	in	ADP
epaa-5845	149	22	the	the	DET
epaa-5845	149	23	models	model	NOUN
epaa-5845	149	24	.	.	PUNCT
epaa-5845	150	1	the	the	DET
epaa-5845	150	2	duplets	duplet	NOUN
epaa-5845	150	3	(	(	PUNCT
epaa-5845	150	4	)	)	PUNCT
epaa-5845	150	5	γ	γ	X
epaa-5845	150	6	,	,	PUNCT
epaa-5845	150	7	γgpa	γgpa	PROPN
epaa-5845	150	8	pwsj	pwsj	PROPN
epaa-5845	150	9	j	j	PROPN
epaa-5845	150	10	and	and	CCONJ
epaa-5845	150	11	(	(	PUNCT
epaa-5845	150	12	)	)	PUNCT
epaa-5845	150	13	,	,	PUNCT
epaa-5845	150	14	gpa	gpa	PROPN
epaa-5845	150	15	pws	pws	NOUN
epaa-5845	150	16			NOUN
epaa-5845	150	17	account	account	NOUN
epaa-5845	150	18	for	for	ADP
epaa-5845	150	19	unobservable	unobservable	ADJ
epaa-5845	150	20	faculty	faculty	NOUN
epaa-5845	150	21	heterogeneity	heterogeneity	NOUN
epaa-5845	150	22	(	(	PUNCT
epaa-5845	150	23	ufh	ufh	PROPN
epaa-5845	150	24	)	)	PUNCT
epaa-5845	150	25	and	and	CCONJ
epaa-5845	150	26	afs	afs	NOUN
epaa-5845	150	27	’	'	PUNCT
epaa-5845	150	28	effects	effect	NOUN
epaa-5845	150	29	,	,	PUNCT
epaa-5845	150	30	respectively	respectively	ADV
epaa-5845	150	31	.	.	PUNCT
epaa-5845	151	1	ijx	ijx	X
epaa-5845	151	2	is	be	AUX
epaa-5845	151	3	a	a	DET
epaa-5845	151	4	k	k	NOUN
epaa-5845	151	5	-	-	NOUN
epaa-5845	151	6	vector	vector	NOUN
epaa-5845	151	7	of	of	ADP
epaa-5845	151	8	regressors	regressor	NOUN
epaa-5845	151	9	and	and	CCONJ
epaa-5845	151	10	β	β	X
epaa-5845	151	11	is	be	AUX
epaa-5845	151	12	a	a	DET
epaa-5845	151	13	vector	vector	NOUN
epaa-5845	151	14	of	of	ADP
epaa-5845	151	15	parameters	parameter	NOUN
epaa-5845	151	16	to	to	PART
epaa-5845	151	17	be	be	AUX
epaa-5845	151	18	estimated	estimate	VERB
epaa-5845	151	19	.	.	PUNCT
epaa-5845	152	1	finally	finally	ADV
epaa-5845	152	2	,	,	PUNCT
epaa-5845	152	3	gpa	gpa	PROPN
epaa-5845	152	4	ijl	ijl	PROPN
epaa-5845	152	5	and	and	CCONJ
epaa-5845	152	6	pws	pws	NOUN
epaa-5845	152	7	ij	ij	NOUN
epaa-5845	152	8	are	be	AUX
epaa-5845	152	9	the	the	DET
epaa-5845	152	10	error	error	NOUN
epaa-5845	152	11	terms	term	NOUN
epaa-5845	152	12	,	,	PUNCT
epaa-5845	152	13			ADJ
epaa-5845	152	14	1	1	NOUN
epaa-5845	152	15	,	,	PUNCT
epaa-5845	152	16	39	39	NUM
epaa-5845	152	17	,	,	PUNCT
epaa-5845	152	18	337i	337i	NUM
epaa-5845	152	19			NOUN
epaa-5845	152	20	,	,	PUNCT
epaa-5845	152	21			PROPN
epaa-5845	152	22	1	1	NOUN
epaa-5845	152	23	,	,	PUNCT
epaa-5845	152	24	987j	987j	NUM
epaa-5845	152	25			NOUN
epaa-5845	152	26	,	,	PUNCT
epaa-5845	152	27	and	and	CCONJ
epaa-5845	152	28			PROPN
epaa-5845	152	29	1	1	NOUN
epaa-5845	152	30	,	,	PUNCT
epaa-5845	152	31	21	21	NUM
epaa-5845	152	32	.	.	PUNCT
epaa-5845	153	1	the	the	DET
epaa-5845	153	2	vector	vector	NOUN
epaa-5845	153	3	ijx	ijx	X
epaa-5845	153	4	includes	include	VERB
epaa-5845	153	5	the	the	DET
epaa-5845	153	6	following	follow	VERB
epaa-5845	153	7	semi	semi	ADJ
epaa-5845	153	8	-	-	ADJ
epaa-5845	153	9	continuous	continuous	ADJ
epaa-5845	153	10	regressors	regressor	NOUN
epaa-5845	153	11	:	:	PUNCT
epaa-5845	153	12	instructor	instructor	NOUN
epaa-5845	153	13	’s	’s	PART
epaa-5845	153	14	age	age	NOUN
epaa-5845	153	15	,	,	PUNCT
epaa-5845	153	16	gai	gai	NOUN
epaa-5845	153	17	,	,	PUNCT
epaa-5845	153	18	gai	gai	NOUN
epaa-5845	153	19	variance	variance	NOUN
epaa-5845	153	20	,	,	PUNCT
epaa-5845	153	21	proportion	proportion	NOUN
epaa-5845	153	22	of	of	ADP
epaa-5845	153	23	students	student	NOUN
epaa-5845	153	24	from	from	ADP
epaa-5845	153	25	private	private	ADJ
epaa-5845	153	26	high	high	ADJ
epaa-5845	153	27	schools	school	NOUN
epaa-5845	153	28	,	,	PUNCT
epaa-5845	153	29	and	and	CCONJ
epaa-5845	153	30	proportion	proportion	NOUN
epaa-5845	153	31	of	of	ADP
epaa-5845	153	32	female	female	ADJ
epaa-5845	153	33	students	student	NOUN
epaa-5845	153	34	.	.	PUNCT
epaa-5845	154	1	the	the	DET
epaa-5845	154	2	vector	vector	NOUN
epaa-5845	154	3	also	also	ADV
epaa-5845	154	4	includes	include	VERB
epaa-5845	154	5	several	several	ADJ
epaa-5845	154	6	dummies	dummy	NOUN
epaa-5845	154	7	:	:	PUNCT
epaa-5845	154	8	afs	afs	NOUN
epaa-5845	154	9	,	,	PUNCT
epaa-5845	154	10	faculty	faculty	NOUN
epaa-5845	154	11	academic	academic	ADJ
epaa-5845	154	12	ranks	rank	NOUN
epaa-5845	154	13	,	,	PUNCT
epaa-5845	154	14	degree	degree	NOUN
epaa-5845	154	15	,	,	PUNCT
epaa-5845	154	16	and	and	CCONJ
epaa-5845	154	17	tenure	tenure	NOUN
epaa-5845	154	18	status	status	NOUN
epaa-5845	154	19	,	,	PUNCT
epaa-5845	154	20	class	class	NOUN
epaa-5845	154	21	size	size	NOUN
epaa-5845	154	22	,	,	PUNCT
epaa-5845	154	23	time	time	NOUN
epaa-5845	154	24	and	and	CCONJ
epaa-5845	154	25	days	day	NOUN
epaa-5845	154	26	of	of	ADP
epaa-5845	154	27	the	the	DET
epaa-5845	154	28	courses	course	NOUN
epaa-5845	154	29	,	,	PUNCT
epaa-5845	154	30	summer	summer	NOUN
epaa-5845	154	31	sessions	session	NOUN
epaa-5845	154	32	,	,	PUNCT
epaa-5845	154	33	the	the	DET
epaa-5845	154	34	use	use	NOUN
epaa-5845	154	35	of	of	ADP
epaa-5845	154	36	set	set	NOUN
epaa-5845	154	37	in	in	ADP
epaa-5845	154	38	the	the	DET
epaa-5845	154	39	course	course	NOUN
epaa-5845	154	40	,	,	PUNCT
epaa-5845	154	41	as	as	ADV
epaa-5845	154	42	well	well	ADV
epaa-5845	154	43	as	as	ADP
epaa-5845	154	44	term	term	NOUN
epaa-5845	154	45	/	/	SYM
epaa-5845	154	46	years	year	NOUN
epaa-5845	154	47	.	.	PUNCT
epaa-5845	155	1	standardizing	standardize	VERB
epaa-5845	155	2	and	and	CCONJ
epaa-5845	155	3	evaluating	evaluate	VERB
epaa-5845	155	4	the	the	DET
epaa-5845	155	5	continuous	continuous	ADJ
epaa-5845	155	6	regressors	regressor	NOUN
epaa-5845	155	7	at	at	ADP
epaa-5845	155	8	their	their	PRON
epaa-5845	155	9	means	mean	NOUN
epaa-5845	155	10	,	,	PUNCT
epaa-5845	155	11	and	and	CCONJ
epaa-5845	155	12	evaluating	evaluate	VERB
epaa-5845	155	13	the	the	DET
epaa-5845	155	14	dummies	dummy	NOUN
epaa-5845	155	15	at	at	ADP
epaa-5845	155	16	their	their	PRON
epaa-5845	155	17	reference	reference	NOUN
epaa-5845	155	18	groups	group	NOUN
epaa-5845	155	19	,	,	PUNCT
epaa-5845	155	20	allow	allow	VERB
epaa-5845	155	21	isolating	isolate	VERB
epaa-5845	155	22	the	the	DET
epaa-5845	155	23	effects	effect	NOUN
epaa-5845	155	24	of	of	ADP
epaa-5845	155	25	ufh	ufh	PROPN
epaa-5845	155	26	(	(	PUNCT
epaa-5845	155	27	)	)	PUNCT
epaa-5845	155	28	γ	γ	X
epaa-5845	155	29	,	,	PUNCT
epaa-5845	155	30	γgpa	γgpa	PROPN
epaa-5845	155	31	pwsj	pwsj	PROPN
epaa-5845	155	32	j	j	PROPN
epaa-5845	155	33	and	and	CCONJ
epaa-5845	155	34	afs	afs	PROPN
epaa-5845	155	35	(	(	PUNCT
epaa-5845	155	36	)	)	PUNCT
epaa-5845	155	37	,	,	PUNCT
epaa-5845	155	38	gpa	gpa	PROPN
epaa-5845	155	39	pws	pws	NOUN
epaa-5845	155	40			NOUN
epaa-5845	155	41	on	on	ADP
epaa-5845	155	42	the	the	DET
epaa-5845	155	43	intercept	intercept	NOUN
epaa-5845	155	44	of	of	ADP
epaa-5845	155	45	the	the	DET
epaa-5845	155	46	estimated	estimate	VERB
epaa-5845	155	47	versions	version	NOUN
epaa-5845	155	48	of	of	ADP
epaa-5845	155	49	expressions	expression	NOUN
epaa-5845	155	50	(	(	PUNCT
epaa-5845	155	51	7	7	NUM
epaa-5845	155	52	)	)	PUNCT
epaa-5845	155	53	and	and	CCONJ
epaa-5845	155	54	(	(	PUNCT
epaa-5845	155	55	8)	8)	NUM
epaa-5845	155	56	,	,	PUNCT
epaa-5845	155	57	which	which	PRON
epaa-5845	155	58	will	will	AUX
epaa-5845	155	59	collapse	collapse	VERB
epaa-5845	155	60	into	into	ADP
epaa-5845	155	61	expressions	expression	NOUN
epaa-5845	155	62	(	(	PUNCT
epaa-5845	155	63	9	9	NUM
epaa-5845	155	64	)	)	PUNCT
epaa-5845	155	65	and	and	CCONJ
epaa-5845	155	66	(	(	PUNCT
epaa-5845	155	67	10	10	NUM
epaa-5845	155	68	)	)	PUNCT
epaa-5845	155	69	21	21	NUM
epaa-5845	155	70	2	2	NUM
epaa-5845	155	71	ˆˆ	ˆˆ	NOUN
epaa-5845	155	72	ˆ	ˆ	SYM
epaa-5845	155	73	ˆα	ˆα	NOUN
epaa-5845	155	74	γ	γ	PROPN
epaa-5845	155	75	gpa	gpa	PROPN
epaa-5845	155	76	gpa	gpa	PROPN
epaa-5845	155	77	gpa	gpa	PROPN
epaa-5845	155	78	j	j	PROPN
epaa-5845	155	79	gpa	gpa	PROPN
epaa-5845	155	80	jy	jy	PROPN
epaa-5845	155	81	af	af	ADV
epaa-5845	155	82	=	=	PUNCT
epaa-5845	156	1	=	=	PUNCT
epaa-5845	157	1	+	+	PUNCT
epaa-5845	157	2	+	+	X
epaa-5845	157	3			X
epaa-5845	157	4	(	(	PUNCT
epaa-5845	157	5	9	9	NUM
epaa-5845	157	6	)	)	SYM
epaa-5845	157	7	21	21	NUM
epaa-5845	157	8	2	2	NUM
epaa-5845	157	9	ˆˆ	ˆˆ	NOUN
epaa-5845	157	10	ˆ	ˆ	SYM
epaa-5845	157	11	ˆα	ˆα	NOUN
epaa-5845	158	1	γ	γ	PROPN
epaa-5845	158	2	pws	pws	NOUN
epaa-5845	158	3	pws	pws	NOUN
epaa-5845	158	4	pws	pws	NOUN
epaa-5845	158	5	j	j	PROPN
epaa-5845	158	6	pws	pws	NOUN
epaa-5845	158	7	jy	jy	PROPN
epaa-5845	158	8	af	af	ADV
epaa-5845	158	9	=	=	PUNCT
epaa-5845	158	10	=	=	PUNCT
epaa-5845	159	1	+	+	PUNCT
epaa-5845	159	2	+	+	X
epaa-5845	159	3			X
epaa-5845	159	4	(	(	PUNCT
epaa-5845	159	5	10	10	NUM
epaa-5845	159	6	)	)	PUNCT
epaa-5845	159	7	given	give	VERB
epaa-5845	159	8	that	that	SCONJ
epaa-5845	159	9	gpa	gpa	PROPN
epaa-5845	159	10	and	and	CCONJ
epaa-5845	159	11	pws	pws	NOUN
epaa-5845	159	12	move	move	NOUN
epaa-5845	159	13	in	in	ADP
epaa-5845	159	14	opposite	opposite	ADJ
epaa-5845	159	15	directions	direction	NOUN
epaa-5845	159	16	at	at	ADP
epaa-5845	159	17	course	course	NOUN
epaa-5845	159	18	level	level	NOUN
epaa-5845	159	19	,	,	PUNCT
epaa-5845	159	20	lowand	lowand	ADJ
epaa-5845	159	21	high	high	ADV
epaa-5845	159	22	-	-	PUNCT
epaa-5845	159	23	grading	grade	VERB
epaa-5845	159	24	instructors	instructor	NOUN
epaa-5845	159	25	would	would	AUX
epaa-5845	159	26	exert	exert	VERB
epaa-5845	159	27	different	different	ADJ
epaa-5845	159	28	effects	effect	NOUN
epaa-5845	159	29	on	on	ADP
epaa-5845	159	30	the	the	DET
epaa-5845	159	31	intercept	intercept	NOUN
epaa-5845	159	32	of	of	ADP
epaa-5845	159	33	the	the	DET
epaa-5845	159	34	estimated	estimate	VERB
epaa-5845	159	35	equations	equation	NOUN
epaa-5845	159	36	.	.	PUNCT
epaa-5845	160	1	for	for	ADP
epaa-5845	160	2	example	example	NOUN
epaa-5845	160	3	,	,	PUNCT
epaa-5845	160	4	γ̂	γ̂	ADP
epaa-5845	160	5	0	0	NUM
epaa-5845	160	6	gpa	gpa	PROPN
epaa-5845	160	7	j	j	PROPN
epaa-5845	160	8			PROPN
epaa-5845	160	9	and	and	CCONJ
epaa-5845	160	10	γ̂	γ̂	ADV
epaa-5845	160	11	0	0	X
epaa-5845	160	12	pws	pws	PROPN
epaa-5845	160	13	j	j	PROPN
epaa-5845	160	14			PROPN
epaa-5845	160	15	will	will	AUX
epaa-5845	160	16	imply	imply	VERB
epaa-5845	160	17	that	that	SCONJ
epaa-5845	160	18	,	,	PUNCT
epaa-5845	160	19	other	other	ADJ
epaa-5845	160	20	things	thing	NOUN
epaa-5845	160	21	being	be	AUX
epaa-5845	160	22	equal	equal	ADJ
epaa-5845	160	23	,	,	PUNCT
epaa-5845	160	24	the	the	DET
epaa-5845	160	25	presence	presence	NOUN
epaa-5845	160	26	of	of	ADP
epaa-5845	160	27	instructor	instructor	NOUN
epaa-5845	160	28	j	j	PROPN
epaa-5845	160	29	in	in	ADP
epaa-5845	160	30	course	course	NOUN
epaa-5845	160	31	i	i	PRON
epaa-5845	160	32	has	have	VERB
epaa-5845	160	33	the	the	DET
epaa-5845	160	34	effect	effect	NOUN
epaa-5845	160	35	of	of	ADP
epaa-5845	160	36	shifting	shift	VERB
epaa-5845	160	37	downward	downward	ADV
epaa-5845	160	38	the	the	DET
epaa-5845	160	39	intercept	intercept	NOUN
epaa-5845	160	40	of	of	ADP
epaa-5845	160	41	the	the	DET
epaa-5845	160	42	gpa	gpa	PROPN
epaa-5845	160	43	and	and	CCONJ
epaa-5845	160	44	shifting	shift	VERB
epaa-5845	160	45	upward	upward	ADV
epaa-5845	160	46	the	the	DET
epaa-5845	160	47	intercept	intercept	NOUN
epaa-5845	160	48	of	of	ADP
epaa-5845	160	49	the	the	DET
epaa-5845	160	50	pws	pws	NOUN
epaa-5845	160	51	.	.	PUNCT
epaa-5845	161	1	thus	thus	ADV
epaa-5845	161	2	,	,	PUNCT
epaa-5845	161	3	the	the	DET
epaa-5845	161	4	instructor	instructor	NOUN
epaa-5845	161	5	is	be	AUX
epaa-5845	161	6	a	a	DET
epaa-5845	161	7	low	low	ADJ
epaa-5845	161	8	-	-	PUNCT
epaa-5845	161	9	grader	grader	NOUN
epaa-5845	161	10	.	.	PUNCT
epaa-5845	162	1	the	the	DET
epaa-5845	162	2	instructor	instructor	NOUN
epaa-5845	162	3	will	will	AUX
epaa-5845	162	4	be	be	AUX
epaa-5845	162	5	lenient	lenient	ADJ
epaa-5845	162	6	(	(	PUNCT
epaa-5845	162	7	highgrader	highgrader	NOUN
epaa-5845	162	8	)	)	PUNCT
epaa-5845	162	9	whenever	whenever	SCONJ
epaa-5845	162	10	the	the	DET
epaa-5845	162	11	signs	sign	NOUN
epaa-5845	162	12	of	of	ADP
epaa-5845	162	13	the	the	DET
epaa-5845	162	14	estimated	estimate	VERB
epaa-5845	162	15	coefficients	coefficient	NOUN
epaa-5845	162	16	reverse	reverse	VERB
epaa-5845	162	17	.	.	PUNCT
epaa-5845	163	1	on	on	ADP
epaa-5845	163	2	the	the	DET
epaa-5845	163	3	other	other	ADJ
epaa-5845	163	4	hand	hand	NOUN
epaa-5845	163	5	,	,	PUNCT
epaa-5845	163	6	ˆ	ˆ	ADV
epaa-5845	163	7	0	0	NUM
epaa-5845	163	8	gpa	gpa	PROPN
epaa-5845	163	9			NOUN
epaa-5845	163	10			PROPN
epaa-5845	163	11	and	and	CCONJ
epaa-5845	163	12	ˆ	ˆ	ADV
epaa-5845	163	13	0	0	NUM
epaa-5845	163	14	pws	pws	NOUN
epaa-5845	163	15			NOUN
epaa-5845	163	16			NOUN
epaa-5845	163	17	will	will	AUX
epaa-5845	163	18	imply	imply	VERB
epaa-5845	163	19	that	that	PRON
epaa-5845	163	20	,	,	PUNCT
epaa-5845	163	21	compared	compare	VERB
epaa-5845	163	22	to	to	ADP
epaa-5845	163	23	the	the	DET
epaa-5845	163	24	reference	reference	NOUN
epaa-5845	163	25	group	group	NOUN
epaa-5845	163	26	,	,	PUNCT
epaa-5845	163	27	af	af	PROPN
epaa-5845	163	28	has	have	VERB
epaa-5845	163	29	the	the	DET
epaa-5845	163	30	effect	effect	NOUN
epaa-5845	163	31	of	of	ADP
epaa-5845	163	32	shifting	shift	VERB
epaa-5845	163	33	downward	downward	ADV
epaa-5845	163	34	the	the	DET
epaa-5845	163	35	intercept	intercept	NOUN
epaa-5845	163	36	of	of	ADP
epaa-5845	163	37	the	the	DET
epaa-5845	163	38	gpa	gpa	PROPN
epaa-5845	163	39	and	and	CCONJ
epaa-5845	163	40	shifting	shift	VERB
epaa-5845	163	41	upward	upward	ADV
epaa-5845	163	42	the	the	DET
epaa-5845	163	43	intercept	intercept	NOUN
epaa-5845	163	44	of	of	ADP
epaa-5845	163	45	the	the	DET
epaa-5845	163	46	pws	pws	NOUN
epaa-5845	163	47	,	,	PUNCT
epaa-5845	163	48	implying	imply	VERB
epaa-5845	163	49	a	a	DET
epaa-5845	163	50	lowgrader	lowgrader	NOUN
epaa-5845	163	51	af	af	NOUN
epaa-5845	163	52	.	.	PUNCT
epaa-5845	164	1	whenever	whenever	SCONJ
epaa-5845	164	2	signs	sign	NOUN
epaa-5845	164	3	reverse	reverse	VERB
epaa-5845	164	4	,	,	PUNCT
epaa-5845	164	5	the	the	DET
epaa-5845	164	6	af	af	NOUN
epaa-5845	164	7	will	will	AUX
epaa-5845	164	8	be	be	AUX
epaa-5845	164	9	reclassified	reclassify	VERB
epaa-5845	164	10	as	as	ADP
epaa-5845	164	11	a	a	DET
epaa-5845	164	12	high	high	ADJ
epaa-5845	164	13	-	-	PUNCT
epaa-5845	164	14	grader	grader	NOUN
epaa-5845	164	15	one	one	NUM
epaa-5845	164	16	.	.	PUNCT
epaa-5845	165	1	thus	thus	ADV
epaa-5845	165	2	,	,	PUNCT
epaa-5845	165	3	the	the	DET
epaa-5845	165	4	coefficients	coefficient	NOUN
epaa-5845	165	5	α̂gpa	α̂gpa	PROPN
epaa-5845	165	6	,	,	PUNCT
epaa-5845	165	7	α̂pws	α̂pws	NOUN
epaa-5845	165	8	,	,	PUNCT
epaa-5845	165	9	γ̂	γ̂	NUM
epaa-5845	165	10	gpa	gpa	PROPN
epaa-5845	165	11	j	j	PROPN
epaa-5845	165	12	,	,	PUNCT
epaa-5845	165	13	γ̂	γ̂	PUNCT
epaa-5845	165	14	pws	pws	PROPN
epaa-5845	165	15	j	j	PROPN
epaa-5845	165	16	,	,	PUNCT
epaa-5845	165	17	ˆgpa	ˆgpa	PROPN
epaa-5845	165	18	and	and	CCONJ
epaa-5845	165	19	ˆ	ˆ	NOUN
epaa-5845	165	20	pws	pws	NOUN
epaa-5845	165	21			NOUN
epaa-5845	165	22	allow	allow	VERB
epaa-5845	165	23	classifying	classify	VERB
epaa-5845	165	24	faculty	faculty	NOUN
epaa-5845	165	25	members	member	NOUN
epaa-5845	165	26	and	and	CCONJ
epaa-5845	165	27	afs	afs	NOUN
epaa-5845	165	28	by	by	ADP
epaa-5845	165	29	categories	category	NOUN
epaa-5845	165	30	according	accord	VERB
epaa-5845	165	31	to	to	ADP
epaa-5845	165	32	the	the	DET
epaa-5845	165	33	following	follow	VERB
epaa-5845	165	34	principles	principle	NOUN
epaa-5845	165	35	.	.	PUNCT
epaa-5845	166	1	taxonomy	taxonomy	NOUN
epaa-5845	166	2	of	of	ADP
epaa-5845	166	3	grading	grade	VERB
epaa-5845	166	4	practices	practice	NOUN
epaa-5845	166	5	in	in	ADP
epaa-5845	166	6	the	the	DET
epaa-5845	166	7	university	university	NOUN
epaa-5845	166	8	of	of	ADP
epaa-5845	166	9	puerto	puerto	PROPN
epaa-5845	166	10	rico	rico	PROPN
epaa-5845	166	11	at	at	ADP
epaa-5845	166	12	bayamón	bayamón	NOUN
epaa-5845	166	13	,	,	PUNCT
epaa-5845	166	14	1995	1995	NUM
epaa-5845	166	15	-	-	SYM
epaa-5845	166	16	96	96	NUM
epaa-5845	166	17	to	to	ADP
epaa-5845	166	18	2015	2015	NUM
epaa-5845	166	19	-16	-16	SYM
epaa-5845	166	20	9	9	NUM
epaa-5845	166	21	taxonomy	taxonomy	NOUN
epaa-5845	166	22	underpinning	underpin	VERB
epaa-5845	166	23	the	the	DET
epaa-5845	166	24	academic	academic	ADJ
epaa-5845	166	25	output	output	NOUN
epaa-5845	166	26	of	of	ADP
epaa-5845	166	27	the	the	DET
epaa-5845	166	28	15	15	NUM
epaa-5845	166	29	academic	academic	ADJ
epaa-5845	166	30	departments	department	NOUN
epaa-5845	166	31	of	of	ADP
epaa-5845	166	32	upr	upr	NOUN
epaa-5845	166	33	-	-	PUNCT
epaa-5845	166	34	bayamón	bayamón	NOUN
epaa-5845	166	35	is	be	AUX
epaa-5845	166	36	classified	classify	VERB
epaa-5845	166	37	into	into	ADP
epaa-5845	166	38	21	21	NUM
epaa-5845	166	39	afs	afs	NOUN
epaa-5845	166	40	that	that	PRON
epaa-5845	166	41	offer	offer	VERB
epaa-5845	166	42	affined	affine	VERB
epaa-5845	166	43	courses	course	NOUN
epaa-5845	166	44	.	.	PUNCT
epaa-5845	167	1	in	in	ADP
epaa-5845	167	2	order	order	NOUN
epaa-5845	167	3	to	to	PART
epaa-5845	167	4	properly	properly	ADV
epaa-5845	167	5	classify	classify	VERB
epaa-5845	167	6	faculty	faculty	NOUN
epaa-5845	167	7	members	member	NOUN
epaa-5845	167	8	and	and	CCONJ
epaa-5845	167	9	afs	afs	NOUN
epaa-5845	167	10	in	in	ADP
epaa-5845	167	11	terms	term	NOUN
epaa-5845	167	12	of	of	ADP
epaa-5845	167	13	how	how	SCONJ
epaa-5845	167	14	easy	easy	ADJ
epaa-5845	167	15	or	or	CCONJ
epaa-5845	167	16	difficult	difficult	ADJ
epaa-5845	167	17	they	they	PRON
epaa-5845	167	18	are	be	AUX
epaa-5845	167	19	,	,	PUNCT
epaa-5845	167	20	the	the	DET
epaa-5845	167	21	first	first	ADJ
epaa-5845	167	22	stage	stage	NOUN
epaa-5845	167	23	of	of	ADP
epaa-5845	167	24	the	the	DET
epaa-5845	167	25	study	study	NOUN
epaa-5845	167	26	consists	consist	VERB
epaa-5845	167	27	of	of	ADP
epaa-5845	167	28	estimating	estimate	VERB
epaa-5845	167	29	the	the	DET
epaa-5845	167	30	models	model	NOUN
epaa-5845	167	31	specified	specify	VERB
epaa-5845	167	32	in	in	ADP
epaa-5845	167	33	expressions	expression	NOUN
epaa-5845	167	34	(	(	PUNCT
epaa-5845	167	35	7	7	NUM
epaa-5845	167	36	)	)	PUNCT
epaa-5845	167	37	and	and	CCONJ
epaa-5845	167	38	(	(	PUNCT
epaa-5845	167	39	8)	8)	NUM
epaa-5845	167	40	.	.	PUNCT
epaa-5845	167	41	instructor	instructor	NOUN
epaa-5845	167	42	j	j	PROPN
epaa-5845	167	43	classifies	classify	VERB
epaa-5845	167	44	as	as	ADP
epaa-5845	167	45	high	high	ADJ
epaa-5845	167	46	-	-	PUNCT
epaa-5845	167	47	grader	grader	NOUN
epaa-5845	167	48	;	;	PUNCT
epaa-5845	168	1	high	high	ADJ
epaa-5845	168	2	-	-	PUNCT
epaa-5845	168	3	grader	grader	NOUN
epaa-5845	168	4	(	(	PUNCT
epaa-5845	168	5	hh	hh	PROPN
epaa-5845	168	6	)	)	PUNCT
epaa-5845	168	7	whenever	whenever	SCONJ
epaa-5845	168	8	the	the	DET
epaa-5845	168	9	respective	respective	ADJ
epaa-5845	168	10	intercept	intercept	NOUN
epaa-5845	168	11	of	of	ADP
epaa-5845	168	12	the	the	DET
epaa-5845	168	13	gpa	gpa	PROPN
epaa-5845	168	14	and	and	CCONJ
epaa-5845	168	15	pws	pws	NOUN
epaa-5845	168	16	equations	equation	NOUN
epaa-5845	168	17	shifts	shift	NOUN
epaa-5845	168	18	upward	upward	ADV
epaa-5845	168	19	and	and	CCONJ
epaa-5845	168	20	downward	downward	ADJ
epaa-5845	168	21	,	,	PUNCT
epaa-5845	168	22	other	other	ADJ
epaa-5845	168	23	things	thing	NOUN
epaa-5845	168	24	being	be	AUX
epaa-5845	168	25	equal	equal	ADJ
epaa-5845	168	26	.	.	PUNCT
epaa-5845	169	1	in	in	ADP
epaa-5845	169	2	the	the	DET
epaa-5845	169	3	respective	respective	ADJ
epaa-5845	169	4	opposite	opposite	ADJ
epaa-5845	169	5	case	case	NOUN
epaa-5845	169	6	,	,	PUNCT
epaa-5845	169	7	instructor	instructor	NOUN
epaa-5845	169	8	j	j	PROPN
epaa-5845	169	9	classifies	classify	VERB
epaa-5845	169	10	as	as	ADP
epaa-5845	169	11	low	low	ADJ
epaa-5845	169	12	-	-	PUNCT
epaa-5845	169	13	grader	grader	NOUN
epaa-5845	169	14	;	;	PUNCT
epaa-5845	169	15	low	low	ADJ
epaa-5845	169	16	-	-	PUNCT
epaa-5845	169	17	grader	grader	NOUN
epaa-5845	169	18	(	(	PUNCT
epaa-5845	169	19	ll	ll	NOUN
epaa-5845	169	20	)	)	PUNCT
epaa-5845	169	21	.	.	PUNCT
epaa-5845	170	1	there	there	PRON
epaa-5845	170	2	are	be	VERB
epaa-5845	170	3	two	two	NUM
epaa-5845	170	4	other	other	ADJ
epaa-5845	170	5	asymmetric	asymmetric	ADJ
epaa-5845	170	6	cases	case	NOUN
epaa-5845	170	7	(	(	PUNCT
epaa-5845	170	8	cross	cross	NOUN
epaa-5845	170	9	-	-	NOUN
epaa-5845	170	10	categories	category	NOUN
epaa-5845	170	11	):	):	PUNCT
epaa-5845	170	12	high	high	ADJ
epaa-5845	170	13	-	-	PUNCT
epaa-5845	170	14	grader	grader	NOUN
epaa-5845	170	15	;	;	PUNCT
epaa-5845	170	16	low	low	ADJ
epaa-5845	170	17	-	-	PUNCT
epaa-5845	170	18	grader	grader	NOUN
epaa-5845	170	19	(	(	PUNCT
epaa-5845	170	20	hl	hl	NOUN
epaa-5845	170	21	)	)	PUNCT
epaa-5845	170	22	,	,	PUNCT
epaa-5845	170	23	and	and	CCONJ
epaa-5845	170	24	lowgrader	lowgrader	NOUN
epaa-5845	170	25	;	;	PUNCT
epaa-5845	170	26	high	high	ADJ
epaa-5845	170	27	-	-	PUNCT
epaa-5845	170	28	grader	grader	NOUN
epaa-5845	170	29	(	(	PUNCT
epaa-5845	170	30	lh	lh	PROPN
epaa-5845	170	31	)	)	PUNCT
epaa-5845	170	32	.	.	PUNCT
epaa-5845	171	1	hence	hence	ADV
epaa-5845	171	2	,	,	PUNCT
epaa-5845	171	3	there	there	PRON
epaa-5845	171	4	are	be	VERB
epaa-5845	171	5	four	four	NUM
epaa-5845	171	6	mutually	mutually	ADV
epaa-5845	171	7	exclusive	exclusive	ADJ
epaa-5845	171	8	and	and	CCONJ
epaa-5845	171	9	collectively	collectively	ADV
epaa-5845	171	10	exhaustive	exhaustive	ADJ
epaa-5845	171	11	categories	category	NOUN
epaa-5845	171	12	:	:	PUNCT
epaa-5845	171	13	ll	ll	AUX
epaa-5845	171	14	,	,	PUNCT
epaa-5845	171	15	hl	hl	NOUN
epaa-5845	171	16	,	,	PUNCT
epaa-5845	171	17	lh	lh	PROPN
epaa-5845	171	18	,	,	PUNCT
epaa-5845	171	19	and	and	CCONJ
epaa-5845	171	20	ll	ll	AUX
epaa-5845	171	21	.	.	PUNCT
epaa-5845	172	1	the	the	DET
epaa-5845	172	2	order	order	NOUN
epaa-5845	172	3	of	of	ADP
epaa-5845	172	4	the	the	DET
epaa-5845	172	5	terms	term	NOUN
epaa-5845	172	6	signals	signal	VERB
epaa-5845	172	7	the	the	DET
epaa-5845	172	8	effect	effect	NOUN
epaa-5845	172	9	of	of	ADP
epaa-5845	172	10	the	the	DET
epaa-5845	172	11	instructor	instructor	NOUN
epaa-5845	172	12	j	j	PROPN
epaa-5845	172	13	and	and	CCONJ
epaa-5845	172	14	the	the	DET
epaa-5845	172	15	af	af	NOUN
epaa-5845	172	16	on	on	ADP
epaa-5845	172	17	the	the	DET
epaa-5845	172	18	intercept	intercept	NOUN
epaa-5845	172	19	of	of	ADP
epaa-5845	172	20	the	the	DET
epaa-5845	172	21	gpa	gpa	PROPN
epaa-5845	172	22	and	and	CCONJ
epaa-5845	172	23	pws	pws	NOUN
epaa-5845	172	24	equations	equation	NOUN
epaa-5845	172	25	,	,	PUNCT
epaa-5845	172	26	respectively	respectively	ADV
epaa-5845	172	27	.	.	PUNCT
epaa-5845	173	1	each	each	DET
epaa-5845	173	2	category	category	NOUN
epaa-5845	173	3	implies	imply	VERB
epaa-5845	173	4	a	a	DET
epaa-5845	173	5	different	different	ADJ
epaa-5845	173	6	pattern	pattern	NOUN
epaa-5845	173	7	of	of	ADP
epaa-5845	173	8	signs	sign	NOUN
epaa-5845	173	9	:	:	PUNCT
epaa-5845	173	10	hh	hh	PROPN
epaa-5845	173	11	=	=	SYM
epaa-5845	173	12	(	(	PUNCT
epaa-5845	173	13	)	)	PUNCT
epaa-5845	173	14	,	,	PUNCT
epaa-5845	173	15	+	+	CCONJ
epaa-5845	173	16	−	−	NOUN
epaa-5845	173	17	,	,	PUNCT
epaa-5845	173	18	hl	hl	NOUN
epaa-5845	173	19	=	=	SYM
epaa-5845	173	20	(	(	PUNCT
epaa-5845	173	21	)	)	PUNCT
epaa-5845	173	22	,	,	PUNCT
epaa-5845	174	1	+	+	PUNCT
epaa-5845	175	1	+	+	X
epaa-5845	175	2	,	,	PUNCT
epaa-5845	175	3	lh	lh	PROPN
epaa-5845	175	4	=	=	PUNCT
epaa-5845	175	5	(	(	PUNCT
epaa-5845	175	6	)	)	PUNCT
epaa-5845	175	7	,	,	PUNCT
epaa-5845	175	8	−	−	PROPN
epaa-5845	175	9	−	−	NOUN
epaa-5845	175	10	,	,	PUNCT
epaa-5845	175	11	and	and	CCONJ
epaa-5845	175	12	ll	ll	NOUN
epaa-5845	175	13	=	=	SYM
epaa-5845	175	14	(	(	PUNCT
epaa-5845	175	15	)	)	PUNCT
epaa-5845	175	16	,	,	PUNCT
epaa-5845	175	17	−	−	PROPN
epaa-5845	175	18	+	+	X
epaa-5845	175	19	.	.	PUNCT
epaa-5845	176	1	thus	thus	ADV
epaa-5845	176	2	,	,	PUNCT
epaa-5845	176	3	hl	hl	PROPN
epaa-5845	176	4	implies	imply	VERB
epaa-5845	176	5	that	that	SCONJ
epaa-5845	176	6	instructor	instructor	NOUN
epaa-5845	176	7	j	j	PROPN
epaa-5845	176	8	(	(	PUNCT
epaa-5845	176	9	)	)	PUNCT
epaa-5845	176	10	or	or	CCONJ
epaa-5845	176	11	af	af	VERB
epaa-5845	176	12	shifts	shift	NOUN
epaa-5845	176	13	the	the	DET
epaa-5845	176	14	intercept	intercept	NOUN
epaa-5845	176	15	of	of	ADP
epaa-5845	176	16	both	both	DET
epaa-5845	176	17	equations	equation	NOUN
epaa-5845	176	18	upward	upward	ADV
epaa-5845	176	19	.	.	PUNCT
epaa-5845	177	1	if	if	SCONJ
epaa-5845	177	2	,	,	PUNCT
epaa-5845	177	3	related	relate	VERB
epaa-5845	177	4	to	to	ADP
epaa-5845	177	5	the	the	DET
epaa-5845	177	6	gpa	gpa	PROPN
epaa-5845	177	7	variable	variable	NOUN
epaa-5845	177	8	,	,	PUNCT
epaa-5845	177	9	instructor	instructor	NOUN
epaa-5845	177	10	j	j	PROPN
epaa-5845	177	11	is	be	AUX
epaa-5845	177	12	a	a	DET
epaa-5845	177	13	high	high	ADJ
epaa-5845	177	14	-	-	PUNCT
epaa-5845	177	15	grader	grader	NOUN
epaa-5845	177	16	,	,	PUNCT
epaa-5845	177	17	why	why	SCONJ
epaa-5845	177	18	do	do	AUX
epaa-5845	177	19	so	so	ADV
epaa-5845	177	20	many	many	ADJ
epaa-5845	177	21	students	student	NOUN
epaa-5845	177	22	drop	drop	VERB
epaa-5845	177	23	from	from	ADP
epaa-5845	177	24	her	her	PRON
epaa-5845	177	25	courses	course	NOUN
epaa-5845	177	26	?	?	PUNCT
epaa-5845	178	1	maybe	maybe	ADV
epaa-5845	178	2	,	,	PUNCT
epaa-5845	178	3	several	several	ADJ
epaa-5845	178	4	students	student	NOUN
epaa-5845	178	5	are	be	AUX
epaa-5845	178	6	confident	confident	ADJ
epaa-5845	178	7	that	that	SCONJ
epaa-5845	178	8	there	there	PRON
epaa-5845	178	9	are	be	VERB
epaa-5845	178	10	other	other	ADJ
epaa-5845	178	11	faculty	faculty	NOUN
epaa-5845	178	12	members	member	NOUN
epaa-5845	178	13	easier	easy	ADJ
epaa-5845	178	14	than	than	SCONJ
epaa-5845	178	15	she	she	PRON
epaa-5845	178	16	is	be	AUX
epaa-5845	178	17	,	,	PUNCT
epaa-5845	178	18	and	and	CCONJ
epaa-5845	178	19	they	they	PRON
epaa-5845	178	20	are	be	AUX
epaa-5845	178	21	willing	willing	ADJ
epaa-5845	178	22	to	to	PART
epaa-5845	178	23	pay	pay	VERB
epaa-5845	178	24	the	the	DET
epaa-5845	178	25	price	price	NOUN
epaa-5845	178	26	(	(	PUNCT
epaa-5845	178	27	ws	ws	NOUN
epaa-5845	178	28	)	)	PUNCT
epaa-5845	178	29	of	of	ADP
epaa-5845	178	30	better	well	ADJ
epaa-5845	178	31	grades	grade	NOUN
epaa-5845	178	32	.	.	PUNCT
epaa-5845	179	1	the	the	DET
epaa-5845	179	2	relationship	relationship	NOUN
epaa-5845	179	3	among	among	ADP
epaa-5845	179	4	gpa	gpa	PROPN
epaa-5845	179	5	,	,	PUNCT
epaa-5845	179	6	ws	ws	NOUN
epaa-5845	179	7	and	and	CCONJ
epaa-5845	179	8	student	student	NOUN
epaa-5845	179	9	academic	academic	ADJ
epaa-5845	179	10	ability	ability	NOUN
epaa-5845	179	11	proxies	proxy	NOUN
epaa-5845	179	12	that	that	PRON
epaa-5845	179	13	will	will	AUX
epaa-5845	179	14	be	be	AUX
epaa-5845	179	15	discussed	discuss	VERB
epaa-5845	179	16	later	later	ADV
epaa-5845	179	17	,	,	PUNCT
epaa-5845	179	18	justifies	justify	VERB
epaa-5845	179	19	conjecture	conjecture	NOUN
epaa-5845	179	20	one	one	NUM
epaa-5845	179	21	(	(	PUNCT
epaa-5845	179	22	c1	c1	PROPN
epaa-5845	179	23	)	)	PUNCT
epaa-5845	179	24	.	.	PUNCT
epaa-5845	180	1	c1	c1	PROPN
epaa-5845	180	2	sustains	sustain	VERB
epaa-5845	180	3	that	that	SCONJ
epaa-5845	180	4	the	the	DET
epaa-5845	180	5	incidence	incidence	NOUN
epaa-5845	180	6	of	of	ADP
epaa-5845	180	7	hl	hl	NOUN
epaa-5845	180	8	instructors	instructor	NOUN
epaa-5845	180	9	should	should	AUX
epaa-5845	180	10	be	be	AUX
epaa-5845	180	11	greater	great	ADJ
epaa-5845	180	12	in	in	ADP
epaa-5845	180	13	afs	afs	NOUN
epaa-5845	180	14	characterized	characterize	VERB
epaa-5845	180	15	by	by	ADP
epaa-5845	180	16	higher	high	ADJ
epaa-5845	180	17	proportions	proportion	NOUN
epaa-5845	180	18	of	of	ADP
epaa-5845	180	19	hh	hh	PROPN
epaa-5845	180	20	instructors	instructor	NOUN
epaa-5845	180	21	,	,	PUNCT
epaa-5845	180	22	higher	high	ADJ
epaa-5845	180	23	gpa	gpa	NOUN
epaa-5845	180	24	and	and	CCONJ
epaa-5845	180	25	lower	low	ADJ
epaa-5845	180	26	pws	pws	NOUN
epaa-5845	180	27	,	,	PUNCT
epaa-5845	180	28	less	less	ADV
epaa-5845	180	29	academically	academically	ADV
epaa-5845	180	30	able	able	ADJ
epaa-5845	180	31	students	student	NOUN
epaa-5845	180	32	,	,	PUNCT
epaa-5845	180	33	as	as	ADV
epaa-5845	180	34	well	well	ADV
epaa-5845	180	35	as	as	ADP
epaa-5845	180	36	lower	low	ADJ
epaa-5845	180	37	admission	admission	NOUN
epaa-5845	180	38	requirements	requirement	NOUN
epaa-5845	180	39	,	,	PUNCT
epaa-5845	180	40	and	and	CCONJ
epaa-5845	180	41	less	less	ADV
epaa-5845	180	42	difficult	difficult	ADJ
epaa-5845	180	43	academic	academic	ADJ
epaa-5845	180	44	content	content	NOUN
epaa-5845	180	45	courses	course	NOUN
epaa-5845	180	46	.	.	PUNCT
epaa-5845	181	1	hereafter	hereafter	ADV
epaa-5845	181	2	and	and	CCONJ
epaa-5845	181	3	for	for	ADP
epaa-5845	181	4	concreteness	concreteness	NOUN
epaa-5845	181	5	,	,	PUNCT
epaa-5845	181	6	less	less	ADV
epaa-5845	181	7	competitive	competitive	ADJ
epaa-5845	181	8	afs	afs	NOUN
epaa-5845	181	9	.	.	PUNCT
epaa-5845	182	1	contrariwise	contrariwise	ADV
epaa-5845	182	2	,	,	PUNCT
epaa-5845	182	3	lh	lh	PROPN
epaa-5845	182	4	implies	imply	VERB
epaa-5845	182	5	that	that	SCONJ
epaa-5845	182	6	instructor	instructor	NOUN
epaa-5845	182	7	j	j	PROPN
epaa-5845	182	8	(	(	PUNCT
epaa-5845	182	9	)	)	PUNCT
epaa-5845	182	10	or	or	CCONJ
epaa-5845	182	11	af	af	VERB
epaa-5845	182	12	shifts	shift	NOUN
epaa-5845	182	13	the	the	DET
epaa-5845	182	14	intercept	intercept	NOUN
epaa-5845	182	15	of	of	ADP
epaa-5845	182	16	both	both	DET
epaa-5845	182	17	equations	equation	NOUN
epaa-5845	182	18	downward	downward	ADV
epaa-5845	182	19	.	.	PUNCT
epaa-5845	183	1	then	then	ADV
epaa-5845	183	2	,	,	PUNCT
epaa-5845	183	3	why	why	SCONJ
epaa-5845	183	4	would	would	AUX
epaa-5845	183	5	instructor	instructor	VERB
epaa-5845	183	6	j	j	PROPN
epaa-5845	183	7	be	be	AUX
epaa-5845	183	8	a	a	DET
epaa-5845	183	9	low	low	ADJ
epaa-5845	183	10	-	-	PUNCT
epaa-5845	183	11	grader	grader	NOUN
epaa-5845	183	12	related	relate	VERB
epaa-5845	183	13	to	to	ADP
epaa-5845	183	14	gpa	gpa	PROPN
epaa-5845	183	15	but	but	CCONJ
epaa-5845	183	16	a	a	DET
epaa-5845	183	17	high	high	ADJ
epaa-5845	183	18	-	-	PUNCT
epaa-5845	183	19	grader	grader	NOUN
epaa-5845	183	20	with	with	ADP
epaa-5845	183	21	respect	respect	NOUN
epaa-5845	183	22	to	to	ADP
epaa-5845	183	23	ws	ws	NOUN
epaa-5845	183	24	in	in	ADP
epaa-5845	183	25	this	this	DET
epaa-5845	183	26	case	case	NOUN
epaa-5845	183	27	?	?	PUNCT
epaa-5845	184	1	one	one	NUM
epaa-5845	184	2	plausible	plausible	ADJ
epaa-5845	184	3	explanation	explanation	NOUN
epaa-5845	184	4	is	be	AUX
epaa-5845	184	5	that	that	SCONJ
epaa-5845	184	6	many	many	ADJ
epaa-5845	184	7	faculty	faculty	NOUN
epaa-5845	184	8	members	member	NOUN
epaa-5845	184	9	are	be	AUX
epaa-5845	184	10	very	very	ADV
epaa-5845	184	11	concerned	concerned	ADJ
epaa-5845	184	12	about	about	ADP
epaa-5845	184	13	the	the	DET
epaa-5845	184	14	possibility	possibility	NOUN
epaa-5845	184	15	that	that	SCONJ
epaa-5845	184	16	only	only	ADV
epaa-5845	184	17	the	the	DET
epaa-5845	184	18	best	good	ADJ
epaa-5845	184	19	and	and	CCONJ
epaa-5845	184	20	hardworking	hardworking	ADJ
epaa-5845	184	21	students	student	NOUN
epaa-5845	184	22	can	can	AUX
epaa-5845	184	23	access	access	VERB
epaa-5845	184	24	the	the	DET
epaa-5845	184	25	highest	high	ADJ
epaa-5845	184	26	grades	grade	NOUN
epaa-5845	184	27	(	(	PUNCT
epaa-5845	184	28	a	a	PRON
epaa-5845	184	29	and	and	CCONJ
epaa-5845	184	30	b	b	NOUN
epaa-5845	184	31	)	)	PUNCT
epaa-5845	184	32	.	.	PUNCT
epaa-5845	185	1	however	however	ADV
epaa-5845	185	2	,	,	PUNCT
epaa-5845	185	3	they	they	PRON
epaa-5845	185	4	might	might	AUX
epaa-5845	185	5	be	be	AUX
epaa-5845	185	6	willing	willing	ADJ
epaa-5845	185	7	to	to	PART
epaa-5845	185	8	adjust	adjust	VERB
epaa-5845	185	9	their	their	PRON
epaa-5845	185	10	grading	grade	VERB
epaa-5845	185	11	curves	curve	NOUN
epaa-5845	185	12	allowing	allow	VERB
epaa-5845	185	13	failed	fail	VERB
epaa-5845	185	14	students	student	NOUN
epaa-5845	185	15	to	to	PART
epaa-5845	185	16	obtain	obtain	VERB
epaa-5845	185	17	a	a	DET
epaa-5845	185	18	letter	letter	NOUN
epaa-5845	185	19	grade	grade	NOUN
epaa-5845	185	20	of	of	ADP
epaa-5845	185	21	d	d	PROPN
epaa-5845	185	22	rather	rather	ADV
epaa-5845	185	23	than	than	ADP
epaa-5845	185	24	the	the	DET
epaa-5845	185	25	deserved	deserved	ADJ
epaa-5845	185	26	f.	f.	PROPN
epaa-5845	185	27	thus	thus	ADV
epaa-5845	185	28	,	,	PUNCT
epaa-5845	185	29	students	student	NOUN
epaa-5845	185	30	that	that	SCONJ
epaa-5845	185	31	under	under	ADP
epaa-5845	185	32	normal	normal	ADJ
epaa-5845	185	33	circumstances	circumstance	NOUN
epaa-5845	185	34	would	would	AUX
epaa-5845	185	35	withdraw	withdraw	VERB
epaa-5845	185	36	,	,	PUNCT
epaa-5845	185	37	now	now	ADV
epaa-5845	185	38	have	have	VERB
epaa-5845	185	39	an	an	DET
epaa-5845	185	40	incentive	incentive	NOUN
epaa-5845	185	41	to	to	PART
epaa-5845	185	42	complete	complete	VERB
epaa-5845	185	43	the	the	DET
epaa-5845	185	44	course	course	NOUN
epaa-5845	185	45	.	.	PUNCT
epaa-5845	186	1	hence	hence	ADV
epaa-5845	186	2	,	,	PUNCT
epaa-5845	186	3	ws	ws	PROPN
epaa-5845	186	4	should	should	AUX
epaa-5845	186	5	decrease	decrease	VERB
epaa-5845	186	6	,	,	PUNCT
epaa-5845	186	7	while	while	SCONJ
epaa-5845	186	8	d	d	PROPN
epaa-5845	186	9	grades	grade	NOUN
epaa-5845	186	10	would	would	AUX
epaa-5845	186	11	increase	increase	VERB
epaa-5845	186	12	pulling	pull	VERB
epaa-5845	186	13	down	down	ADP
epaa-5845	186	14	the	the	DET
epaa-5845	186	15	overall	overall	ADJ
epaa-5845	186	16	course	course	NOUN
epaa-5845	186	17	gpa	gpa	PROPN
epaa-5845	186	18	.	.	PUNCT
epaa-5845	187	1	then	then	ADV
epaa-5845	187	2	,	,	PUNCT
epaa-5845	187	3	conjecture	conjecture	VERB
epaa-5845	187	4	two	two	NUM
epaa-5845	187	5	(	(	PUNCT
epaa-5845	187	6	c2	c2	PROPN
epaa-5845	187	7	)	)	PUNCT
epaa-5845	187	8	is	be	AUX
epaa-5845	187	9	in	in	ADP
epaa-5845	187	10	order	order	NOUN
epaa-5845	187	11	.	.	PUNCT
epaa-5845	188	1	c2	c2	PROPN
epaa-5845	188	2	establishes	establish	VERB
epaa-5845	188	3	that	that	SCONJ
epaa-5845	188	4	the	the	DET
epaa-5845	188	5	incidence	incidence	NOUN
epaa-5845	188	6	of	of	ADP
epaa-5845	188	7	lh	lh	PROPN
epaa-5845	188	8	instructors	instructor	NOUN
epaa-5845	188	9	should	should	AUX
epaa-5845	188	10	be	be	AUX
epaa-5845	188	11	greater	great	ADJ
epaa-5845	188	12	in	in	ADP
epaa-5845	188	13	afs	afs	NOUN
epaa-5845	188	14	characterized	characterize	VERB
epaa-5845	188	15	by	by	ADP
epaa-5845	188	16	higher	high	ADJ
epaa-5845	188	17	proportions	proportion	NOUN
epaa-5845	188	18	of	of	ADP
epaa-5845	188	19	ll	ll	PROPN
epaa-5845	188	20	instructors	instructor	NOUN
epaa-5845	188	21	,	,	PUNCT
epaa-5845	188	22	lower	low	ADJ
epaa-5845	188	23	gpa	gpa	PROPN
epaa-5845	188	24	and	and	CCONJ
epaa-5845	188	25	higher	high	ADJ
epaa-5845	188	26	pws	pws	NOUN
epaa-5845	188	27	,	,	PUNCT
epaa-5845	188	28	academically	academically	ADV
epaa-5845	188	29	ablest	able	ADJ
epaa-5845	188	30	students	student	NOUN
epaa-5845	188	31	,	,	PUNCT
epaa-5845	188	32	as	as	ADV
epaa-5845	188	33	well	well	ADV
epaa-5845	188	34	as	as	ADP
epaa-5845	188	35	higher	high	ADJ
epaa-5845	188	36	admission	admission	NOUN
epaa-5845	188	37	requirements	requirement	NOUN
epaa-5845	188	38	and	and	CCONJ
epaa-5845	188	39	more	more	ADV
epaa-5845	188	40	difficult	difficult	ADJ
epaa-5845	188	41	academic	academic	ADJ
epaa-5845	188	42	content	content	NOUN
epaa-5845	188	43	courses	course	NOUN
epaa-5845	188	44	.	.	PUNCT
epaa-5845	189	1	hereafter	hereafter	ADV
epaa-5845	189	2	,	,	PUNCT
epaa-5845	189	3	more	more	ADV
epaa-5845	189	4	competitive	competitive	ADJ
epaa-5845	189	5	afs	afs	NOUN
epaa-5845	189	6	.	.	PUNCT
epaa-5845	190	1	each	each	DET
epaa-5845	190	2	faculty	faculty	NOUN
epaa-5845	190	3	member	member	NOUN
epaa-5845	190	4	who	who	PRON
epaa-5845	190	5	has	have	AUX
epaa-5845	190	6	offered	offer	VERB
epaa-5845	190	7	courses	course	NOUN
epaa-5845	190	8	at	at	ADP
epaa-5845	190	9	upr	upr	NOUN
epaa-5845	190	10	-	-	PUNCT
epaa-5845	190	11	bayamón	bayamón	NOUN
epaa-5845	190	12	from	from	ADP
epaa-5845	190	13	1995	1995	NUM
epaa-5845	190	14	-	-	SYM
epaa-5845	190	15	96	96	NUM
epaa-5845	190	16	to	to	PART
epaa-5845	190	17	2015	2015	NUM
epaa-5845	190	18	-	-	SYM
epaa-5845	190	19	16	16	NUM
epaa-5845	190	20	is	be	AUX
epaa-5845	190	21	classified	classify	VERB
epaa-5845	190	22	into	into	ADP
epaa-5845	190	23	one	one	NUM
epaa-5845	190	24	of	of	ADP
epaa-5845	190	25	these	these	DET
epaa-5845	190	26	categories	category	NOUN
epaa-5845	190	27	,	,	PUNCT
epaa-5845	190	28	as	as	ADV
epaa-5845	190	29	well	well	ADV
epaa-5845	190	30	as	as	ADP
epaa-5845	190	31	into	into	ADP
epaa-5845	190	32	one	one	NUM
epaa-5845	190	33	of	of	ADP
epaa-5845	190	34	the	the	DET
epaa-5845	190	35	21	21	NUM
epaa-5845	190	36	afs	afs	NOUN
epaa-5845	190	37	defined	define	VERB
epaa-5845	190	38	.	.	PUNCT
epaa-5845	191	1	therefore	therefore	ADV
epaa-5845	191	2	,	,	PUNCT
epaa-5845	191	3	the	the	DET
epaa-5845	191	4	taxonomy	taxonomy	NOUN
epaa-5845	191	5	will	will	AUX
epaa-5845	191	6	also	also	ADV
epaa-5845	191	7	allow	allow	VERB
epaa-5845	191	8	the	the	DET
epaa-5845	191	9	classification	classification	NOUN
epaa-5845	191	10	of	of	ADP
epaa-5845	191	11	each	each	DET
epaa-5845	191	12	af	af	NOUN
epaa-5845	191	13	into	into	ADP
epaa-5845	191	14	one	one	NUM
epaa-5845	191	15	of	of	ADP
epaa-5845	191	16	these	these	DET
epaa-5845	191	17	categories	category	NOUN
epaa-5845	191	18	based	base	VERB
epaa-5845	191	19	on	on	ADP
epaa-5845	191	20	its	its	PRON
epaa-5845	191	21	own	own	ADJ
epaa-5845	191	22	estimated	estimate	VERB
epaa-5845	191	23	effects	effect	NOUN
epaa-5845	191	24	(	(	PUNCT
epaa-5845	191	25	)	)	PUNCT
epaa-5845	191	26	ˆ	ˆ	NOUN
epaa-5845	191	27	ˆ	ˆ	PROPN
epaa-5845	191	28	,	,	PUNCT
epaa-5845	191	29	gpa	gpa	NOUN
epaa-5845	191	30	pws	pws	NOUN
epaa-5845	191	31			NOUN
epaa-5845	191	32	as	as	ADV
epaa-5845	191	33	well	well	ADV
epaa-5845	191	34	as	as	ADP
epaa-5845	191	35	on	on	ADP
epaa-5845	191	36	its	its	PRON
epaa-5845	191	37	members	member	NOUN
epaa-5845	191	38	’	'	PUNCT
epaa-5845	191	39	mean	mean	VERB
epaa-5845	191	40	estimated	estimate	VERB
epaa-5845	191	41	effects	effect	NOUN
epaa-5845	191	42	(	(	PUNCT
epaa-5845	191	43	)	)	PUNCT
epaa-5845	191	44	ˆ	ˆ	PROPN
epaa-5845	191	45	ˆγ	ˆγ	NUM
epaa-5845	191	46	,	,	PUNCT
epaa-5845	191	47	γgpa	γgpa	PROPN
epaa-5845	191	48	pws	pws	NOUN
epaa-5845	191	49	.	.	PUNCT
epaa-5845	192	1	finally	finally	ADV
epaa-5845	192	2	,	,	PUNCT
epaa-5845	192	3	the	the	DET
epaa-5845	192	4	estimates	estimate	NOUN
epaa-5845	192	5	of	of	ADP
epaa-5845	192	6	a	a	DET
epaa-5845	192	7	multinomial	multinomial	ADJ
epaa-5845	192	8	logistic	logistic	ADJ
epaa-5845	192	9	model	model	NOUN
epaa-5845	192	10	allow	allow	VERB
epaa-5845	192	11	classifying	classify	VERB
epaa-5845	192	12	faculty	faculty	NOUN
epaa-5845	192	13	members	member	NOUN
epaa-5845	192	14	by	by	ADP
epaa-5845	192	15	categories	category	NOUN
epaa-5845	192	16	.	.	PUNCT
epaa-5845	193	1	the	the	DET
epaa-5845	193	2	taxonomy	taxonomy	NOUN
epaa-5845	193	3	sheds	shed	VERB
epaa-5845	193	4	light	light	NOUN
epaa-5845	193	5	on	on	ADP
epaa-5845	193	6	several	several	ADJ
epaa-5845	193	7	academic	academic	ADJ
epaa-5845	193	8	issues	issue	NOUN
epaa-5845	193	9	that	that	PRON
epaa-5845	193	10	have	have	VERB
epaa-5845	193	11	important	important	ADJ
epaa-5845	193	12	policy	policy	NOUN
epaa-5845	193	13	implications	implication	NOUN
epaa-5845	193	14	.	.	PUNCT
epaa-5845	194	1	for	for	ADP
epaa-5845	194	2	instance	instance	NOUN
epaa-5845	194	3	,	,	PUNCT
epaa-5845	194	4	it	it	PRON
epaa-5845	194	5	provides	provide	VERB
epaa-5845	194	6	insights	insight	NOUN
epaa-5845	194	7	to	to	PART
epaa-5845	194	8	explain	explain	VERB
epaa-5845	194	9	why	why	SCONJ
epaa-5845	194	10	the	the	DET
epaa-5845	194	11	distribution	distribution	NOUN
epaa-5845	194	12	of	of	ADP
epaa-5845	194	13	highand	highand	ADJ
epaa-5845	194	14	low	low	ADJ
epaa-5845	194	15	grading	grade	VERB
epaa-5845	194	16	instructors	instructor	NOUN
epaa-5845	194	17	significantly	significantly	ADV
epaa-5845	194	18	varies	vary	VERB
epaa-5845	194	19	by	by	ADP
epaa-5845	194	20	afs	afs	NOUN
epaa-5845	194	21	.	.	PUNCT
epaa-5845	195	1	there	there	PRON
epaa-5845	195	2	is	be	VERB
epaa-5845	195	3	strong	strong	ADJ
epaa-5845	195	4	empirical	empirical	ADJ
epaa-5845	195	5	evidence	evidence	NOUN
epaa-5845	195	6	confirming	confirm	VERB
epaa-5845	195	7	that	that	SCONJ
epaa-5845	195	8	teachers	teacher	NOUN
epaa-5845	195	9	’	'	PUNCT
epaa-5845	195	10	quality	quality	NOUN
epaa-5845	195	11	exerts	exert	VERB
epaa-5845	195	12	profound	profound	ADJ
epaa-5845	195	13	and	and	CCONJ
epaa-5845	195	14	significant	significant	ADJ
epaa-5845	195	15	effects	effect	NOUN
epaa-5845	195	16	on	on	ADP
epaa-5845	195	17	students	student	NOUN
epaa-5845	195	18	’	'	PUNCT
epaa-5845	195	19	academic	academic	ADJ
epaa-5845	195	20	achievements	achievement	NOUN
epaa-5845	195	21	and	and	CCONJ
epaa-5845	195	22	dropout	dropout	NOUN
epaa-5845	195	23	outcomes	outcome	NOUN
epaa-5845	195	24	through	through	ADP
epaa-5845	195	25	time	time	NOUN
epaa-5845	195	26	(	(	PUNCT
epaa-5845	195	27	aaronson	aaronson	NOUN
epaa-5845	195	28	et	et	PROPN
epaa-5845	195	29	al	al	PROPN
epaa-5845	195	30	.	.	PROPN
epaa-5845	195	31	,	,	PUNCT
epaa-5845	195	32	2007	2007	NUM
epaa-5845	195	33	;	;	PUNCT
epaa-5845	195	34	keng	keng	PROPN
epaa-5845	195	35	,	,	PUNCT
epaa-5845	195	36	2018	2018	NUM
epaa-5845	195	37	;	;	PUNCT
epaa-5845	195	38	koedel	koedel	NOUN
epaa-5845	195	39	,	,	PUNCT
epaa-5845	195	40	2008	2008	NUM
epaa-5845	195	41	;	;	PUNCT
epaa-5845	195	42	rivkin	rivkin	PROPN
epaa-5845	195	43	et	et	PROPN
epaa-5845	195	44	al	al	PROPN
epaa-5845	195	45	.	.	PROPN
epaa-5845	195	46	,	,	PUNCT
epaa-5845	195	47	2005	2005	NUM
epaa-5845	195	48	;	;	PUNCT
epaa-5845	195	49	rockoff	rockoff	NOUN
epaa-5845	195	50	,	,	PUNCT
epaa-5845	195	51	2004	2004	NUM
epaa-5845	195	52	)	)	PUNCT
epaa-5845	195	53	.	.	PUNCT
epaa-5845	196	1	likewise	likewise	ADV
epaa-5845	196	2	,	,	PUNCT
epaa-5845	196	3	babcock	babcock	PROPN
epaa-5845	196	4	(	(	PUNCT
epaa-5845	196	5	2010	2010	NUM
epaa-5845	196	6	)	)	PUNCT
epaa-5845	196	7	and	and	CCONJ
epaa-5845	196	8	stinebrickner	stinebrickner	PROPN
epaa-5845	196	9	&	&	CCONJ
epaa-5845	196	10	stinebrickner	stinebrickner	PROPN
epaa-5845	196	11	(	(	PUNCT
epaa-5845	196	12	2008	2008	NUM
epaa-5845	196	13	)	)	PUNCT
epaa-5845	196	14	show	show	VERB
epaa-5845	196	15	that	that	SCONJ
epaa-5845	196	16	grade	grade	NOUN
epaa-5845	196	17	inflation	inflation	NOUN
epaa-5845	196	18	in	in	ADP
epaa-5845	196	19	college	college	NOUN
epaa-5845	196	20	reduces	reduce	VERB
epaa-5845	196	21	student	student	NOUN
epaa-5845	196	22	effort	effort	NOUN
epaa-5845	196	23	,	,	PUNCT
epaa-5845	196	24	which	which	PRON
epaa-5845	196	25	in	in	ADP
epaa-5845	196	26	turn	turn	NOUN
epaa-5845	196	27	reduces	reduce	VERB
epaa-5845	196	28	human	human	ADJ
epaa-5845	196	29	capital	capital	NOUN
epaa-5845	196	30	education	education	NOUN
epaa-5845	196	31	policy	policy	NOUN
epaa-5845	196	32	analysis	analysis	NOUN
epaa-5845	196	33	archives	archive	NOUN
epaa-5845	196	34	vol	vol	NOUN
epaa-5845	196	35	.	.	PROPN
epaa-5845	196	36	29	29	NUM
epaa-5845	197	1	no	no	NOUN
epaa-5845	197	2	.	.	NOUN
epaa-5845	198	1	57	57	NUM
epaa-5845	198	2	10	10	NUM
epaa-5845	198	3	accumulation	accumulation	NOUN
epaa-5845	198	4	.	.	PUNCT
epaa-5845	199	1	on	on	ADP
epaa-5845	199	2	the	the	DET
epaa-5845	199	3	contrary	contrary	NOUN
epaa-5845	199	4	,	,	PUNCT
epaa-5845	199	5	nordin	nordin	PROPN
epaa-5845	199	6	et	et	PROPN
epaa-5845	199	7	al	al	PROPN
epaa-5845	199	8	.	.	PROPN
epaa-5845	199	9	,	,	PUNCT
epaa-5845	199	10	(	(	PUNCT
epaa-5845	199	11	2019	2019	NUM
epaa-5845	199	12	)	)	PUNCT
epaa-5845	199	13	using	use	VERB
epaa-5845	199	14	data	datum	NOUN
epaa-5845	199	15	from	from	ADP
epaa-5845	199	16	sweden	sweden	PROPN
epaa-5845	199	17	,	,	PUNCT
epaa-5845	199	18	argue	argue	VERB
epaa-5845	199	19	that	that	SCONJ
epaa-5845	199	20	grade	grade	NOUN
epaa-5845	199	21	inflation	inflation	NOUN
epaa-5845	199	22	at	at	ADP
epaa-5845	199	23	the	the	DET
epaa-5845	199	24	upper	upper	ADJ
epaa-5845	199	25	secondary	secondary	ADJ
epaa-5845	199	26	education	education	NOUN
epaa-5845	199	27	level	level	NOUN
epaa-5845	199	28	benefits	benefit	VERB
epaa-5845	199	29	students	student	NOUN
epaa-5845	199	30	through	through	ADP
epaa-5845	199	31	the	the	DET
epaa-5845	199	32	increases	increase	NOUN
epaa-5845	199	33	in	in	ADP
epaa-5845	199	34	the	the	DET
epaa-5845	199	35	probability	probability	NOUN
epaa-5845	199	36	of	of	ADP
epaa-5845	199	37	being	be	AUX
epaa-5845	199	38	accepted	accept	VERB
epaa-5845	199	39	to	to	ADP
epaa-5845	199	40	a	a	DET
epaa-5845	199	41	university	university	NOUN
epaa-5845	199	42	of	of	ADP
epaa-5845	199	43	higher	high	ADJ
epaa-5845	199	44	quality	quality	NOUN
epaa-5845	199	45	or	or	CCONJ
epaa-5845	199	46	to	to	ADP
epaa-5845	199	47	a	a	DET
epaa-5845	199	48	high	high	ADV
epaa-5845	199	49	-	-	PUNCT
epaa-5845	199	50	paying	pay	VERB
epaa-5845	199	51	field	field	NOUN
epaa-5845	199	52	of	of	ADP
epaa-5845	199	53	education	education	NOUN
epaa-5845	199	54	.	.	PUNCT
epaa-5845	200	1	thus	thus	ADV
epaa-5845	200	2	,	,	PUNCT
epaa-5845	200	3	according	accord	VERB
epaa-5845	200	4	to	to	ADP
epaa-5845	200	5	the	the	DET
epaa-5845	200	6	authors	author	NOUN
epaa-5845	200	7	,	,	PUNCT
epaa-5845	200	8	it	it	PRON
epaa-5845	200	9	seems	seem	VERB
epaa-5845	200	10	that	that	SCONJ
epaa-5845	200	11	what	what	PRON
epaa-5845	200	12	really	really	ADV
epaa-5845	200	13	matters	matter	VERB
epaa-5845	200	14	for	for	ADP
epaa-5845	200	15	higher	high	ADJ
epaa-5845	200	16	earnings	earning	NOUN
epaa-5845	200	17	are	be	AUX
epaa-5845	200	18	the	the	DET
epaa-5845	200	19	academic	academic	ADJ
epaa-5845	200	20	credentials	credential	NOUN
epaa-5845	200	21	rather	rather	ADV
epaa-5845	200	22	than	than	ADP
epaa-5845	200	23	the	the	DET
epaa-5845	200	24	stock	stock	NOUN
epaa-5845	200	25	of	of	ADP
epaa-5845	200	26	human	human	ADJ
epaa-5845	200	27	capital	capital	NOUN
epaa-5845	200	28	embodied	embody	VERB
epaa-5845	200	29	in	in	ADP
epaa-5845	200	30	graduates	graduate	NOUN
epaa-5845	200	31	.	.	PUNCT
epaa-5845	201	1	however	however	ADV
epaa-5845	201	2	,	,	PUNCT
epaa-5845	201	3	such	such	DET
epaa-5845	201	4	an	an	DET
epaa-5845	201	5	issue	issue	NOUN
epaa-5845	201	6	is	be	AUX
epaa-5845	201	7	not	not	PART
epaa-5845	201	8	addressed	address	VERB
epaa-5845	201	9	in	in	ADP
epaa-5845	201	10	the	the	DET
epaa-5845	201	11	paper	paper	NOUN
epaa-5845	201	12	.	.	PUNCT
epaa-5845	202	1	the	the	DET
epaa-5845	202	2	taxonomy	taxonomy	NOUN
epaa-5845	202	3	allows	allow	VERB
epaa-5845	202	4	analyzing	analyze	VERB
epaa-5845	202	5	the	the	DET
epaa-5845	202	6	academic	academic	ADJ
epaa-5845	202	7	,	,	PUNCT
epaa-5845	202	8	economic	economic	ADJ
epaa-5845	202	9	,	,	PUNCT
epaa-5845	202	10	and	and	CCONJ
epaa-5845	202	11	social	social	ADJ
epaa-5845	202	12	policy	policy	NOUN
epaa-5845	202	13	implications	implication	NOUN
epaa-5845	202	14	of	of	ADP
epaa-5845	202	15	two	two	NUM
epaa-5845	202	16	extreme	extreme	ADJ
epaa-5845	202	17	plausible	plausible	ADJ
epaa-5845	202	18	academic	academic	ADJ
epaa-5845	202	19	scenarios	scenario	NOUN
epaa-5845	202	20	that	that	PRON
epaa-5845	202	21	could	could	AUX
epaa-5845	202	22	exist	exist	VERB
epaa-5845	202	23	at	at	ADP
epaa-5845	202	24	upr	upr	PROPN
epaa-5845	202	25	-bayamón	-bayamón	PROPN
epaa-5845	202	26	.	.	PUNCT
epaa-5845	203	1	the	the	DET
epaa-5845	203	2	first	first	ADJ
epaa-5845	203	3	one	one	NUM
epaa-5845	203	4	considers	consider	VERB
epaa-5845	203	5	the	the	DET
epaa-5845	203	6	possibility	possibility	NOUN
epaa-5845	203	7	that	that	SCONJ
epaa-5845	203	8	,	,	PUNCT
epaa-5845	203	9	attracted	attract	VERB
epaa-5845	203	10	by	by	ADP
epaa-5845	203	11	the	the	DET
epaa-5845	203	12	convincing	convincing	ADJ
epaa-5845	203	13	incentive	incentive	NOUN
epaa-5845	203	14	of	of	ADP
epaa-5845	203	15	higher	high	ADJ
epaa-5845	203	16	grades	grade	NOUN
epaa-5845	203	17	at	at	ADP
epaa-5845	203	18	a	a	DET
epaa-5845	203	19	very	very	ADV
epaa-5845	203	20	low	low	ADJ
epaa-5845	203	21	price	price	NOUN
epaa-5845	203	22	(	(	PUNCT
epaa-5845	203	23	academic	academic	ADJ
epaa-5845	203	24	effort	effort	NOUN
epaa-5845	203	25	)	)	PUNCT
epaa-5845	203	26	,	,	PUNCT
epaa-5845	203	27	academically	academically	ADV
epaa-5845	203	28	weakest	weak	ADJ
epaa-5845	203	29	students	student	NOUN
epaa-5845	203	30	sort	sort	VERB
epaa-5845	203	31	themselves	themselves	PRON
epaa-5845	203	32	into	into	ADP
epaa-5845	203	33	those	those	DET
epaa-5845	203	34	afs	afs	NOUN
epaa-5845	203	35	offering	offer	VERB
epaa-5845	203	36	the	the	DET
epaa-5845	203	37	less	less	ADV
epaa-5845	203	38	difficult	difficult	ADJ
epaa-5845	203	39	academic	academic	ADJ
epaa-5845	203	40	content	content	NOUN
epaa-5845	203	41	courses	course	NOUN
epaa-5845	203	42	taught	teach	VERB
epaa-5845	203	43	by	by	ADP
epaa-5845	203	44	the	the	DET
epaa-5845	203	45	highest	high	ADJ
epaa-5845	203	46	-grading	-grade	VERB
epaa-5845	203	47	instructors	instructor	NOUN
epaa-5845	203	48	.	.	PUNCT
epaa-5845	204	1	the	the	DET
epaa-5845	204	2	second	second	ADJ
epaa-5845	204	3	one	one	NOUN
epaa-5845	204	4	considers	consider	VERB
epaa-5845	204	5	the	the	DET
epaa-5845	204	6	opposite	opposite	ADJ
epaa-5845	204	7	extreme	extreme	NOUN
epaa-5845	204	8	,	,	PUNCT
epaa-5845	204	9	in	in	ADP
epaa-5845	204	10	which	which	DET
epaa-5845	204	11	case	case	NOUN
epaa-5845	204	12	academically	academically	ADV
epaa-5845	204	13	ablest	able	ADJ
epaa-5845	204	14	students	student	NOUN
epaa-5845	204	15	sort	sort	VERB
epaa-5845	204	16	themselves	themselves	PRON
epaa-5845	204	17	into	into	ADP
epaa-5845	204	18	the	the	DET
epaa-5845	204	19	afs	afs	NOUN
epaa-5845	204	20	offering	offer	VERB
epaa-5845	204	21	the	the	DET
epaa-5845	204	22	more	more	ADV
epaa-5845	204	23	difficult	difficult	ADJ
epaa-5845	204	24	academic	academic	ADJ
epaa-5845	204	25	content	content	NOUN
epaa-5845	204	26	courses	course	NOUN
epaa-5845	204	27	taught	teach	VERB
epaa-5845	204	28	by	by	ADP
epaa-5845	204	29	the	the	DET
epaa-5845	204	30	lowest	lowest	ADV
epaa-5845	204	31	-	-	PUNCT
epaa-5845	204	32	grading	grade	VERB
epaa-5845	204	33	instructors	instructor	NOUN
epaa-5845	204	34	.	.	PUNCT
epaa-5845	205	1	if	if	SCONJ
epaa-5845	205	2	so	so	ADV
epaa-5845	205	3	,	,	PUNCT
epaa-5845	205	4	it	it	PRON
epaa-5845	205	5	would	would	AUX
epaa-5845	205	6	have	have	VERB
epaa-5845	205	7	significant	significant	ADJ
epaa-5845	205	8	and	and	CCONJ
epaa-5845	205	9	profound	profound	ADJ
epaa-5845	205	10	consequences	consequence	NOUN
epaa-5845	205	11	on	on	ADP
epaa-5845	205	12	the	the	DET
epaa-5845	205	13	nature	nature	NOUN
epaa-5845	205	14	,	,	PUNCT
epaa-5845	205	15	relevance	relevance	NOUN
epaa-5845	205	16	,	,	PUNCT
epaa-5845	205	17	and	and	CCONJ
epaa-5845	205	18	pertinence	pertinence	NOUN
epaa-5845	205	19	of	of	ADP
epaa-5845	205	20	the	the	DET
epaa-5845	205	21	human	human	ADJ
epaa-5845	205	22	capital	capital	NOUN
epaa-5845	205	23	embodied	embody	VERB
epaa-5845	205	24	in	in	ADP
epaa-5845	205	25	students	student	NOUN
epaa-5845	205	26	through	through	ADP
epaa-5845	205	27	time	time	NOUN
epaa-5845	205	28	.	.	PUNCT
epaa-5845	206	1	such	such	DET
epaa-5845	206	2	an	an	DET
epaa-5845	206	3	issue	issue	NOUN
epaa-5845	206	4	deserves	deserve	VERB
epaa-5845	206	5	urgent	urgent	ADJ
epaa-5845	206	6	research.7	research.7	PROPN
epaa-5845	206	7	the	the	DET
epaa-5845	206	8	second	second	ADJ
epaa-5845	206	9	scenario	scenario	NOUN
epaa-5845	206	10	discussed	discuss	VERB
epaa-5845	206	11	in	in	ADP
epaa-5845	206	12	the	the	DET
epaa-5845	206	13	previous	previous	ADJ
epaa-5845	206	14	paragraph	paragraph	NOUN
epaa-5845	206	15	has	have	AUX
epaa-5845	206	16	been	be	AUX
epaa-5845	206	17	analyzed	analyze	VERB
epaa-5845	206	18	in	in	ADP
epaa-5845	206	19	a	a	DET
epaa-5845	206	20	recent	recent	ADJ
epaa-5845	206	21	working	work	VERB
epaa-5845	206	22	paper	paper	NOUN
epaa-5845	206	23	.	.	PUNCT
epaa-5845	207	1	using	use	VERB
epaa-5845	207	2	data	datum	NOUN
epaa-5845	207	3	from	from	ADP
epaa-5845	207	4	the	the	DET
epaa-5845	207	5	university	university	PROPN
epaa-5845	207	6	of	of	ADP
epaa-5845	207	7	kentucky	kentucky	PROPN
epaa-5845	207	8	,	,	PUNCT
epaa-5845	207	9	ahn	ahn	PROPN
epaa-5845	207	10	et	et	PROPN
epaa-5845	207	11	al	al	PROPN
epaa-5845	207	12	.	.	PROPN
epaa-5845	208	1	(	(	PUNCT
epaa-5845	208	2	2019	2019	NUM
epaa-5845	208	3	)	)	PUNCT
epaa-5845	208	4	study	study	NOUN
epaa-5845	208	5	,	,	PUNCT
epaa-5845	208	6	among	among	ADP
epaa-5845	208	7	other	other	ADJ
epaa-5845	208	8	academic	academic	ADJ
epaa-5845	208	9	issues	issue	NOUN
epaa-5845	208	10	,	,	PUNCT
epaa-5845	208	11	the	the	DET
epaa-5845	208	12	relationship	relationship	NOUN
epaa-5845	208	13	among	among	ADP
epaa-5845	208	14	faculty	faculty	NOUN
epaa-5845	208	15	grading	grading	NOUN
epaa-5845	208	16	practices	practice	NOUN
epaa-5845	208	17	,	,	PUNCT
epaa-5845	208	18	student	student	NOUN
epaa-5845	208	19	workloads	workload	NOUN
epaa-5845	208	20	and	and	CCONJ
epaa-5845	208	21	efforts	effort	NOUN
epaa-5845	208	22	,	,	PUNCT
epaa-5845	208	23	and	and	CCONJ
epaa-5845	208	24	students	student	NOUN
epaa-5845	208	25	’	'	PUNCT
epaa-5845	208	26	demand	demand	NOUN
epaa-5845	208	27	for	for	ADP
epaa-5845	208	28	courses	course	NOUN
epaa-5845	208	29	and	and	CCONJ
epaa-5845	208	30	majors	major	NOUN
epaa-5845	208	31	.	.	PUNCT
epaa-5845	209	1	they	they	PRON
epaa-5845	209	2	show	show	VERB
epaa-5845	209	3	that	that	SCONJ
epaa-5845	209	4	high	high	ADJ
epaa-5845	209	5	earnings	earning	NOUN
epaa-5845	209	6	majors	major	NOUN
epaa-5845	209	7	are	be	AUX
epaa-5845	209	8	the	the	DET
epaa-5845	209	9	lowergrading	lowergrading	NOUN
epaa-5845	209	10	and	and	CCONJ
epaa-5845	209	11	require	require	VERB
epaa-5845	209	12	a	a	DET
epaa-5845	209	13	higher	high	ADJ
epaa-5845	209	14	workload	workload	NOUN
epaa-5845	209	15	and	and	CCONJ
epaa-5845	209	16	effort	effort	NOUN
epaa-5845	209	17	from	from	ADP
epaa-5845	209	18	students	student	NOUN
epaa-5845	209	19	.	.	PUNCT
epaa-5845	210	1	modeling	model	VERB
epaa-5845	210	2	the	the	DET
epaa-5845	210	3	probability	probability	NOUN
epaa-5845	210	4	that	that	SCONJ
epaa-5845	210	5	instructor	instructor	NOUN
epaa-5845	210	6	j	j	PROPN
epaa-5845	210	7	belongs	belong	VERB
epaa-5845	210	8	to	to	ADP
epaa-5845	210	9	a	a	DET
epaa-5845	210	10	determinate	determinate	ADJ
epaa-5845	210	11	category	category	NOUN
epaa-5845	210	12	the	the	DET
epaa-5845	210	13	final	final	ADJ
epaa-5845	210	14	stage	stage	NOUN
epaa-5845	210	15	of	of	ADP
epaa-5845	210	16	the	the	DET
epaa-5845	210	17	study	study	NOUN
epaa-5845	210	18	explores	explore	VERB
epaa-5845	210	19	the	the	DET
epaa-5845	210	20	analytical	analytical	ADJ
epaa-5845	210	21	insights	insight	NOUN
epaa-5845	210	22	coming	come	VERB
epaa-5845	210	23	from	from	ADP
epaa-5845	210	24	the	the	DET
epaa-5845	210	25	classification	classification	NOUN
epaa-5845	210	26	of	of	ADP
epaa-5845	210	27	each	each	DET
epaa-5845	210	28	faculty	faculty	NOUN
epaa-5845	210	29	member	member	NOUN
epaa-5845	210	30	by	by	ADP
epaa-5845	210	31	categories	category	NOUN
epaa-5845	210	32	through	through	ADP
epaa-5845	210	33	the	the	DET
epaa-5845	210	34	estimation	estimation	NOUN
epaa-5845	210	35	of	of	ADP
epaa-5845	210	36	a	a	DET
epaa-5845	210	37	multinomial	multinomial	ADJ
epaa-5845	210	38	logistic	logistic	NOUN
epaa-5845	210	39	model.8	model.8	PROPN
epaa-5845	210	40	for	for	ADP
epaa-5845	210	41	analytical	analytical	ADJ
epaa-5845	210	42	purposes	purpose	NOUN
epaa-5845	210	43	,	,	PUNCT
epaa-5845	210	44	the	the	DET
epaa-5845	210	45	hl	hl	NOUN
epaa-5845	210	46	and	and	CCONJ
epaa-5845	210	47	lh	lh	PROPN
epaa-5845	210	48	cross	cross	PROPN
epaa-5845	210	49	-	-	NOUN
epaa-5845	210	50	categories	category	NOUN
epaa-5845	210	51	represent	represent	VERB
epaa-5845	210	52	asymmetric	asymmetric	ADJ
epaa-5845	210	53	behavior	behavior	NOUN
epaa-5845	210	54	from	from	ADP
epaa-5845	210	55	faculty	faculty	NOUN
epaa-5845	210	56	members	member	NOUN
epaa-5845	210	57	.	.	PUNCT
epaa-5845	211	1	thus	thus	ADV
epaa-5845	211	2	,	,	PUNCT
epaa-5845	211	3	they	they	PRON
epaa-5845	211	4	were	be	AUX
epaa-5845	211	5	consolidated	consolidate	VERB
epaa-5845	211	6	into	into	ADP
epaa-5845	211	7	a	a	DET
epaa-5845	211	8	single	single	ADJ
epaa-5845	211	9	one	one	NOUN
epaa-5845	211	10	denoted	denote	VERB
epaa-5845	211	11	as	as	ADP
epaa-5845	211	12	ambiguous	ambiguous	ADJ
epaa-5845	211	13	(	(	PUNCT
epaa-5845	211	14	hereafter	hereafter	ADJ
epaa-5845	211	15	,	,	PUNCT
epaa-5845	211	16	aa	aa	NOUN
epaa-5845	211	17	)	)	PUNCT
epaa-5845	211	18	,	,	PUNCT
epaa-5845	211	19	which	which	PRON
epaa-5845	211	20	was	be	AUX
epaa-5845	211	21	used	use	VERB
epaa-5845	211	22	as	as	ADP
epaa-5845	211	23	the	the	DET
epaa-5845	211	24	reference	reference	NOUN
epaa-5845	211	25	group	group	NOUN
epaa-5845	211	26	to	to	PART
epaa-5845	211	27	estimate	estimate	VERB
epaa-5845	211	28	the	the	DET
epaa-5845	211	29	model	model	NOUN
epaa-5845	211	30	,	,	PUNCT
epaa-5845	211	31	and	and	CCONJ
epaa-5845	211	32	the	the	DET
epaa-5845	211	33	estimated	estimate	VERB
epaa-5845	211	34	model	model	NOUN
epaa-5845	211	35	allowed	allow	VERB
epaa-5845	211	36	classifying	classify	VERB
epaa-5845	211	37	each	each	DET
epaa-5845	211	38	faculty	faculty	NOUN
epaa-5845	211	39	member	member	NOUN
epaa-5845	211	40	into	into	ADP
epaa-5845	211	41	one	one	NUM
epaa-5845	211	42	of	of	ADP
epaa-5845	211	43	these	these	DET
epaa-5845	211	44	three	three	NUM
epaa-5845	211	45	categories	category	NOUN
epaa-5845	211	46	:	:	PUNCT
epaa-5845	211	47	hh	hh	PROPN
epaa-5845	211	48	,	,	PUNCT
epaa-5845	211	49	ll	ll	NOUN
epaa-5845	211	50	,	,	PUNCT
epaa-5845	211	51	or	or	CCONJ
epaa-5845	211	52	aa	aa	NOUN
epaa-5845	211	53	.	.	PUNCT
epaa-5845	212	1	the	the	DET
epaa-5845	212	2	categories	category	NOUN
epaa-5845	212	3	are	be	AUX
epaa-5845	212	4	coded	code	VERB
epaa-5845	212	5	as	as	ADP
epaa-5845	212	6	aa	aa	NOUN
epaa-5845	212	7	=	=	SYM
epaa-5845	212	8	0	0	NUM
epaa-5845	212	9	,	,	PUNCT
epaa-5845	212	10	hh	hh	X
epaa-5845	212	11	=	=	SYM
epaa-5845	212	12	1	1	NUM
epaa-5845	212	13	and	and	CCONJ
epaa-5845	212	14	ll	ll	NOUN
epaa-5845	212	15	=	=	SYM
epaa-5845	212	16	2	2	X
epaa-5845	212	17	.	.	PUNCT
epaa-5845	212	18	following	follow	VERB
epaa-5845	212	19	hosmer	hosmer	PROPN
epaa-5845	212	20	&	&	CCONJ
epaa-5845	212	21	lemeshow	lemeshow	PROPN
epaa-5845	212	22	(	(	PUNCT
epaa-5845	212	23	2000	2000	NUM
epaa-5845	212	24	,	,	PUNCT
epaa-5845	212	25	pp	pp	ADJ
epaa-5845	212	26	.	.	PUNCT
epaa-5845	213	1	260	260	NUM
epaa-5845	213	2	-	-	SYM
epaa-5845	213	3	262	262	NUM
epaa-5845	213	4	)	)	PUNCT
epaa-5845	213	5	,	,	PUNCT
epaa-5845	213	6	let	let	VERB
epaa-5845	213	7	(	(	PUNCT
epaa-5845	213	8	)	)	PUNCT
epaa-5845	213	9	(	(	PUNCT
epaa-5845	213	10	)	)	PUNCT
epaa-5845	213	11	(	(	PUNCT
epaa-5845	213	12	)	)	PUNCT
epaa-5845	213	13	1	1	NUM
epaa-5845	213	14	10	10	NUM
epaa-5845	213	15	11	11	NUM
epaa-5845	213	16	1	1	NUM
epaa-5845	213	17	12	12	NUM
epaa-5845	213	18	2	2	NUM
epaa-5845	213	19	1	1	NUM
epaa-5845	213	20	1	1	NUM
epaa-5845	213	21	1	1	NUM
epaa-5845	213	22	β	β	NOUN
epaa-5845	213	23	β	β	X
epaa-5845	213	24	β	β	X
epaa-5845	213	25	β	β	X
epaa-5845	213	26	0	0	PUNCT
epaa-5845	214	1	p	p	X
epaa-5845	214	2	p	p	X
epaa-5845	214	3	p	p	X
epaa-5845	214	4	y	y	NOUN
epaa-5845	214	5	g	g	NOUN
epaa-5845	214	6	ln	ln	NOUN
epaa-5845	214	7	x	x	X
epaa-5845	214	8	x	x	PUNCT
epaa-5845	214	9	x	x	X
epaa-5845	214	10	p	p	X
epaa-5845	214	11	y	y	PROPN
epaa-5845	214	12			PROPN
epaa-5845	214	13	=	=	PROPN
epaa-5845	214	14	=	=	PROPN
epaa-5845	214	15	=	=	PUNCT
epaa-5845	215	1	+	+	PUNCT
epaa-5845	216	1	+	+	CCONJ
epaa-5845	216	2	+	+	ADJ
epaa-5845	216	3	+	+	ADJ
epaa-5845	216	4	=	=	NOUN
epaa-5845	216	5			NOUN
epaa-5845	216	6			NOUN
epaa-5845	216	7	=	=	SYM
epaa-5845	216	8			NOUN
epaa-5845	216	9			PRON
epaa-5845	216	10			PROPN
epaa-5845	216	11	x	x	PUNCT
epaa-5845	216	12	x	x	PUNCT
epaa-5845	216	13	x	x	X
epaa-5845	216	14	β	β	X
epaa-5845	216	15	x	x	X
epaa-5845	216	16	(	(	PUNCT
epaa-5845	216	17	11	11	NUM
epaa-5845	216	18	)	)	PUNCT
epaa-5845	216	19	(	(	PUNCT
epaa-5845	216	20	)	)	PUNCT
epaa-5845	216	21	(	(	PUNCT
epaa-5845	216	22	)	)	PUNCT
epaa-5845	216	23	(	(	PUNCT
epaa-5845	216	24	)	)	PUNCT
epaa-5845	216	25	2	2	NUM
epaa-5845	216	26	20	20	NUM
epaa-5845	216	27	21	21	NUM
epaa-5845	216	28	1	1	NUM
epaa-5845	216	29	22	22	NUM
epaa-5845	216	30	2	2	NUM
epaa-5845	216	31	2	2	NUM
epaa-5845	216	32	2	2	NUM
epaa-5845	216	33	2	2	NUM
epaa-5845	216	34	β	β	NOUN
epaa-5845	216	35	β	β	X
epaa-5845	216	36	β	β	X
epaa-5845	216	37	β	β	X
epaa-5845	216	38	0	0	PUNCT
epaa-5845	217	1	p	p	X
epaa-5845	217	2	p	p	X
epaa-5845	217	3	p	p	X
epaa-5845	217	4	y	y	NOUN
epaa-5845	217	5	g	g	NOUN
epaa-5845	217	6	ln	ln	NOUN
epaa-5845	217	7	x	x	X
epaa-5845	217	8	x	x	PUNCT
epaa-5845	217	9	x	x	X
epaa-5845	217	10	p	p	X
epaa-5845	217	11	y	y	PROPN
epaa-5845	217	12			PROPN
epaa-5845	217	13	=	=	PROPN
epaa-5845	217	14	=	=	PROPN
epaa-5845	217	15	=	=	PUNCT
epaa-5845	218	1	+	+	PUNCT
epaa-5845	219	1	+	+	CCONJ
epaa-5845	219	2	+	+	ADJ
epaa-5845	219	3	+	+	ADJ
epaa-5845	219	4	=	=	NOUN
epaa-5845	219	5			NOUN
epaa-5845	219	6			NOUN
epaa-5845	219	7	=	=	SYM
epaa-5845	219	8			NOUN
epaa-5845	219	9			PRON
epaa-5845	219	10			PROPN
epaa-5845	219	11	x	x	PUNCT
epaa-5845	219	12	x	x	PUNCT
epaa-5845	219	13	x	x	X
epaa-5845	219	14	β	β	X
epaa-5845	219	15	x	x	X
epaa-5845	219	16	(	(	PUNCT
epaa-5845	219	17	12	12	NUM
epaa-5845	219	18	)	)	PUNCT
epaa-5845	219	19	after	after	ADP
epaa-5845	219	20	some	some	DET
epaa-5845	219	21	algebraic	algebraic	ADJ
epaa-5845	219	22	manipulations	manipulation	NOUN
epaa-5845	219	23	,	,	PUNCT
epaa-5845	219	24	it	it	PRON
epaa-5845	219	25	can	can	AUX
epaa-5845	219	26	be	be	AUX
epaa-5845	219	27	shown	show	VERB
epaa-5845	219	28	that	that	SCONJ
epaa-5845	219	29	the	the	DET
epaa-5845	219	30	conditional	conditional	ADJ
epaa-5845	219	31	probabilities	probability	NOUN
epaa-5845	219	32	of	of	ADP
epaa-5845	219	33	each	each	DET
epaa-5845	219	34	outcome	outcome	NOUN
epaa-5845	219	35	category	category	NOUN
epaa-5845	219	36	given	give	VERB
epaa-5845	219	37	the	the	DET
epaa-5845	219	38	covariate	covariate	ADJ
epaa-5845	219	39	vector	vector	NOUN
epaa-5845	219	40	are	be	AUX
epaa-5845	219	41	computed	compute	VERB
epaa-5845	219	42	as	as	SCONJ
epaa-5845	219	43	follows	follow	VERB
epaa-5845	219	44	:	:	PUNCT
epaa-5845	219	45	7	7	NUM
epaa-5845	219	46	to	to	ADP
epaa-5845	219	47	this	this	DET
epaa-5845	219	48	regard	regard	NOUN
epaa-5845	219	49	,	,	PUNCT
epaa-5845	219	50	refer	refer	VERB
epaa-5845	219	51	to	to	ADP
epaa-5845	219	52	arcidiacono	arcidiacono	NOUN
epaa-5845	219	53	(	(	PUNCT
epaa-5845	219	54	2004	2004	NUM
epaa-5845	219	55	)	)	PUNCT
epaa-5845	219	56	,	,	PUNCT
epaa-5845	219	57	who	who	PRON
epaa-5845	219	58	analyzes	analyze	VERB
epaa-5845	219	59	the	the	DET
epaa-5845	219	60	causes	cause	NOUN
epaa-5845	219	61	of	of	ADP
epaa-5845	219	62	the	the	DET
epaa-5845	219	63	ability	ability	NOUN
epaa-5845	219	64	sorting	sort	VERB
epaa-5845	219	65	across	across	ADP
epaa-5845	219	66	majors	major	NOUN
epaa-5845	219	67	.	.	PUNCT
epaa-5845	220	1	8	8	NUM
epaa-5845	220	2	for	for	ADP
epaa-5845	220	3	details	detail	NOUN
epaa-5845	220	4	,	,	PUNCT
epaa-5845	220	5	refer	refer	VERB
epaa-5845	220	6	to	to	ADP
epaa-5845	220	7	greene	greene	PROPN
epaa-5845	220	8	(	(	PUNCT
epaa-5845	220	9	2012	2012	NUM
epaa-5845	220	10	,	,	PUNCT
epaa-5845	220	11	p.	p.	NOUN
epaa-5845	220	12	764	764	NUM
epaa-5845	220	13	)	)	PUNCT
epaa-5845	220	14	,	,	PUNCT
epaa-5845	220	15	as	as	ADV
epaa-5845	220	16	well	well	ADV
epaa-5845	220	17	as	as	ADP
epaa-5845	220	18	hosmer	hosmer	PROPN
epaa-5845	220	19	&	&	CCONJ
epaa-5845	220	20	lemeshow	lemeshow	PROPN
epaa-5845	220	21	(	(	PUNCT
epaa-5845	220	22	2000	2000	NUM
epaa-5845	220	23	)	)	PUNCT
epaa-5845	220	24	.	.	PUNCT
epaa-5845	221	1	taxonomy	taxonomy	NOUN
epaa-5845	221	2	of	of	ADP
epaa-5845	221	3	grading	grade	VERB
epaa-5845	221	4	practices	practice	NOUN
epaa-5845	221	5	in	in	ADP
epaa-5845	221	6	the	the	DET
epaa-5845	221	7	university	university	NOUN
epaa-5845	221	8	of	of	ADP
epaa-5845	221	9	puerto	puerto	PROPN
epaa-5845	221	10	rico	rico	PROPN
epaa-5845	221	11	at	at	ADP
epaa-5845	221	12	bayamón	bayamón	NOUN
epaa-5845	221	13	,	,	PUNCT
epaa-5845	221	14	1995	1995	NUM
epaa-5845	221	15	-	-	SYM
epaa-5845	221	16	96	96	NUM
epaa-5845	221	17	to	to	ADP
epaa-5845	221	18	2015	2015	NUM
epaa-5845	221	19	-16	-16	SYM
epaa-5845	221	20	11	11	NUM
epaa-5845	221	21	(	(	PUNCT
epaa-5845	221	22	)	)	PUNCT
epaa-5845	221	23	(	(	PUNCT
epaa-5845	221	24	)	)	PUNCT
epaa-5845	221	25	(	(	PUNCT
epaa-5845	221	26	)	)	PUNCT
epaa-5845	221	27	(	(	PUNCT
epaa-5845	221	28	)	)	PUNCT
epaa-5845	221	29	(	(	PUNCT
epaa-5845	221	30	)	)	SYM
epaa-5845	221	31	1	1	NUM
epaa-5845	221	32	2	2	NUM
epaa-5845	221	33	1	1	NUM
epaa-5845	221	34	0	0	NUM
epaa-5845	221	35	1	1	NUM
epaa-5845	221	36	p	p	NOUN
epaa-5845	221	37	y	y	PROPN
epaa-5845	221	38	exp	exp	NOUN
epaa-5845	221	39	g	g	PROPN
epaa-5845	221	40	exp	exp	NOUN
epaa-5845	221	41	g	g	NOUN
epaa-5845	221	42	=	=	PUNCT
epaa-5845	221	43	=	=	PUNCT
epaa-5845	222	1	+	+	PUNCT
epaa-5845	222	2	+	+	NUM
epaa-5845	222	3	x	x	SYM
epaa-5845	222	4	x	x	SYM
epaa-5845	222	5	x	x	SYM
epaa-5845	222	6	(	(	PUNCT
epaa-5845	222	7	13	13	NUM
epaa-5845	222	8	)	)	PUNCT
epaa-5845	222	9	(	(	PUNCT
epaa-5845	222	10	)	)	PUNCT
epaa-5845	222	11	(	(	PUNCT
epaa-5845	222	12	)	)	PUNCT
epaa-5845	222	13	(	(	PUNCT
epaa-5845	222	14	)	)	PUNCT
epaa-5845	222	15	(	(	PUNCT
epaa-5845	222	16	)	)	PUNCT
epaa-5845	222	17	(	(	PUNCT
epaa-5845	222	18	)	)	PUNCT
epaa-5845	222	19	(	(	PUNCT
epaa-5845	222	20	)	)	PUNCT
epaa-5845	222	21	(	(	PUNCT
epaa-5845	222	22	)	)	PUNCT
epaa-5845	222	23	1	1	NUM
epaa-5845	222	24	1	1	NUM
epaa-5845	222	25	2	2	NUM
epaa-5845	222	26	1	1	NUM
epaa-5845	222	27	1	1	NUM
epaa-5845	222	28	exp	exp	NOUN
epaa-5845	222	29	g	g	PROPN
epaa-5845	222	30	p	p	PROPN
epaa-5845	222	31	y	y	PROPN
epaa-5845	222	32	exp	exp	NOUN
epaa-5845	222	33	g	g	PROPN
epaa-5845	222	34	exp	exp	NOUN
epaa-5845	222	35	g	g	NOUN
epaa-5845	222	36	=	=	PUNCT
epaa-5845	222	37	=	=	PUNCT
epaa-5845	223	1	+	+	PUNCT
epaa-5845	223	2	+	+	NUM
epaa-5845	223	3	x	x	SYM
epaa-5845	223	4	x	x	SYM
epaa-5845	223	5	x	x	SYM
epaa-5845	223	6	x	x	SYM
epaa-5845	223	7	(	(	PUNCT
epaa-5845	223	8	14	14	NUM
epaa-5845	223	9	)	)	PUNCT
epaa-5845	223	10	(	(	PUNCT
epaa-5845	223	11	)	)	PUNCT
epaa-5845	223	12	(	(	PUNCT
epaa-5845	223	13	)	)	PUNCT
epaa-5845	223	14	(	(	PUNCT
epaa-5845	223	15	)	)	PUNCT
epaa-5845	223	16	(	(	PUNCT
epaa-5845	223	17	)	)	PUNCT
epaa-5845	223	18	(	(	PUNCT
epaa-5845	223	19	)	)	PUNCT
epaa-5845	223	20	(	(	PUNCT
epaa-5845	223	21	)	)	PUNCT
epaa-5845	223	22	(	(	PUNCT
epaa-5845	223	23	)	)	PUNCT
epaa-5845	223	24	2	2	NUM
epaa-5845	223	25	1	1	NUM
epaa-5845	223	26	2	2	NUM
epaa-5845	223	27	2	2	NUM
epaa-5845	223	28	1	1	NUM
epaa-5845	223	29	exp	exp	NOUN
epaa-5845	223	30	g	g	PROPN
epaa-5845	223	31	p	p	PROPN
epaa-5845	223	32	y	y	PROPN
epaa-5845	223	33	exp	exp	NOUN
epaa-5845	223	34	g	g	PROPN
epaa-5845	223	35	exp	exp	NOUN
epaa-5845	223	36	g	g	NOUN
epaa-5845	223	37	=	=	PUNCT
epaa-5845	223	38	=	=	PUNCT
epaa-5845	224	1	+	+	PUNCT
epaa-5845	224	2	+	+	NUM
epaa-5845	224	3	x	x	SYM
epaa-5845	224	4	x	x	SYM
epaa-5845	224	5	x	x	SYM
epaa-5845	224	6	x	x	SYM
epaa-5845	224	7	(	(	PUNCT
epaa-5845	224	8	15	15	NUM
epaa-5845	224	9	)	)	PUNCT
epaa-5845	224	10	results	result	NOUN
epaa-5845	224	11	and	and	CCONJ
epaa-5845	224	12	discussion	discussion	NOUN
epaa-5845	224	13	classifying	classify	VERB
epaa-5845	224	14	faculty	faculty	NOUN
epaa-5845	224	15	members	member	NOUN
epaa-5845	224	16	by	by	ADP
epaa-5845	224	17	categories	category	NOUN
epaa-5845	224	18	as	as	ADP
epaa-5845	224	19	already	already	ADV
epaa-5845	224	20	mentioned	mention	VERB
epaa-5845	224	21	,	,	PUNCT
epaa-5845	224	22	the	the	DET
epaa-5845	224	23	first	first	ADJ
epaa-5845	224	24	stage	stage	NOUN
epaa-5845	224	25	of	of	ADP
epaa-5845	224	26	the	the	DET
epaa-5845	224	27	study	study	NOUN
epaa-5845	224	28	consisted	consist	VERB
epaa-5845	224	29	of	of	ADP
epaa-5845	224	30	estimating	estimate	VERB
epaa-5845	224	31	the	the	DET
epaa-5845	224	32	equations	equation	NOUN
epaa-5845	224	33	of	of	ADP
epaa-5845	224	34	ijgpa	ijgpa	NOUN
epaa-5845	224	35	and	and	CCONJ
epaa-5845	224	36	ijpws	ijpw	NOUN
epaa-5845	224	37	described	describe	VERB
epaa-5845	224	38	in	in	ADP
epaa-5845	224	39	expressions	expression	NOUN
epaa-5845	224	40	(	(	PUNCT
epaa-5845	224	41	7	7	NUM
epaa-5845	224	42	)	)	PUNCT
epaa-5845	224	43	and	and	CCONJ
epaa-5845	224	44	(	(	PUNCT
epaa-5845	224	45	8)	8)	NUM
epaa-5845	224	46	,	,	PUNCT
epaa-5845	224	47	using	use	VERB
epaa-5845	224	48	the	the	DET
epaa-5845	224	49	panel	panel	NOUN
epaa-5845	224	50	data	datum	NOUN
epaa-5845	224	51	of	of	ADP
epaa-5845	224	52	39,337	39,337	NUM
epaa-5845	224	53	courses	course	NOUN
epaa-5845	224	54	offered	offer	VERB
epaa-5845	224	55	in	in	ADP
epaa-5845	224	56	upr	upr	NOUN
epaa-5845	224	57	-	-	PUNCT
epaa-5845	224	58	bayamón	bayamón	NOUN
epaa-5845	224	59	during	during	ADP
epaa-5845	224	60	41	41	NUM
epaa-5845	224	61	consecutive	consecutive	ADJ
epaa-5845	224	62	terms	term	NOUN
epaa-5845	224	63	.	.	PUNCT
epaa-5845	225	1	both	both	DET
epaa-5845	225	2	estimated	estimate	VERB
epaa-5845	225	3	equations	equation	NOUN
epaa-5845	225	4	exhibited	exhibit	VERB
epaa-5845	225	5	an	an	DET
epaa-5845	225	6	excellent	excellent	ADJ
epaa-5845	225	7	statistical	statistical	ADJ
epaa-5845	225	8	fit.9	fit.9	NOUN
epaa-5845	225	9	in	in	ADP
epaa-5845	225	10	order	order	NOUN
epaa-5845	225	11	to	to	PART
epaa-5845	225	12	isolate	isolate	VERB
epaa-5845	225	13	the	the	DET
epaa-5845	225	14	effects	effect	NOUN
epaa-5845	225	15	of	of	ADP
epaa-5845	225	16	ufh	ufh	PROPN
epaa-5845	225	17	(	(	PUNCT
epaa-5845	225	18	)	)	PUNCT
epaa-5845	225	19	γ	γ	X
epaa-5845	225	20	,	,	PUNCT
epaa-5845	225	21	γgpa	γgpa	PROPN
epaa-5845	225	22	pwsj	pwsj	PROPN
epaa-5845	225	23	j	j	PROPN
epaa-5845	225	24	and	and	CCONJ
epaa-5845	225	25	the	the	DET
epaa-5845	225	26	afs	afs	NOUN
epaa-5845	225	27	(	(	PUNCT
epaa-5845	225	28	)	)	PUNCT
epaa-5845	225	29	,	,	PUNCT
epaa-5845	225	30	gpa	gpa	PROPN
epaa-5845	225	31	pws	pws	NOUN
epaa-5845	225	32			NOUN
epaa-5845	225	33	on	on	ADP
epaa-5845	225	34	the	the	DET
epaa-5845	225	35	intercept	intercept	NOUN
epaa-5845	225	36	of	of	ADP
epaa-5845	225	37	each	each	DET
epaa-5845	225	38	equation	equation	NOUN
epaa-5845	225	39	,	,	PUNCT
epaa-5845	225	40	the	the	DET
epaa-5845	225	41	continuous	continuous	ADJ
epaa-5845	225	42	regressors	regressor	NOUN
epaa-5845	225	43	were	be	AUX
epaa-5845	225	44	standardized	standardize	VERB
epaa-5845	225	45	and	and	CCONJ
epaa-5845	225	46	evaluated	evaluate	VERB
epaa-5845	225	47	at	at	ADP
epaa-5845	225	48	their	their	PRON
epaa-5845	225	49	mean	mean	ADJ
epaa-5845	225	50	values	value	NOUN
epaa-5845	225	51	,	,	PUNCT
epaa-5845	225	52	while	while	SCONJ
epaa-5845	225	53	dummies	dummy	NOUN
epaa-5845	225	54	were	be	AUX
epaa-5845	225	55	evaluated	evaluate	VERB
epaa-5845	225	56	at	at	ADP
epaa-5845	225	57	their	their	PRON
epaa-5845	225	58	reference	reference	NOUN
epaa-5845	225	59	groups	group	NOUN
epaa-5845	225	60	.	.	PUNCT
epaa-5845	226	1	after	after	ADP
epaa-5845	226	2	completing	complete	VERB
epaa-5845	226	3	such	such	ADJ
epaa-5845	226	4	procedures	procedure	NOUN
epaa-5845	226	5	,	,	PUNCT
epaa-5845	226	6	the	the	DET
epaa-5845	226	7	expressions	expression	NOUN
epaa-5845	226	8	(	(	PUNCT
epaa-5845	226	9	9	9	NUM
epaa-5845	226	10	)	)	PUNCT
epaa-5845	226	11	and	and	CCONJ
epaa-5845	226	12	(	(	PUNCT
epaa-5845	226	13	10	10	NUM
epaa-5845	226	14	)	)	PUNCT
epaa-5845	226	15	were	be	AUX
epaa-5845	226	16	computed	compute	VERB
epaa-5845	226	17	,	,	PUNCT
epaa-5845	226	18	allowing	allow	VERB
epaa-5845	226	19	classification	classification	NOUN
epaa-5845	226	20	of	of	ADP
epaa-5845	226	21	the	the	DET
epaa-5845	226	22	987	987	NUM
epaa-5845	226	23	total	total	ADJ
epaa-5845	226	24	faculty	faculty	NOUN
epaa-5845	226	25	members	member	NOUN
epaa-5845	226	26	and	and	CCONJ
epaa-5845	226	27	the	the	DET
epaa-5845	226	28	21	21	NUM
epaa-5845	226	29	afs	afs	NOUN
epaa-5845	226	30	by	by	ADP
epaa-5845	226	31	categories	category	NOUN
epaa-5845	226	32	.	.	PUNCT
epaa-5845	227	1	instructors	instructor	NOUN
epaa-5845	227	2	who	who	PRON
epaa-5845	227	3	did	do	AUX
epaa-5845	227	4	not	not	PART
epaa-5845	227	5	teach	teach	VERB
epaa-5845	227	6	at	at	ADV
epaa-5845	227	7	least	least	ADV
epaa-5845	227	8	four	four	NUM
epaa-5845	227	9	three	three	NUM
epaa-5845	227	10	credit	credit	NOUN
epaa-5845	227	11	courses	course	NOUN
epaa-5845	227	12	and	and	CCONJ
epaa-5845	227	13	either	either	CCONJ
epaa-5845	227	14	retired	retire	VERB
epaa-5845	227	15	during	during	ADP
epaa-5845	227	16	the	the	DET
epaa-5845	227	17	first	first	ADJ
epaa-5845	227	18	term	term	NOUN
epaa-5845	227	19	or	or	CCONJ
epaa-5845	227	20	began	begin	VERB
epaa-5845	227	21	to	to	PART
epaa-5845	227	22	teach	teach	VERB
epaa-5845	227	23	during	during	ADP
epaa-5845	227	24	the	the	DET
epaa-5845	227	25	last	last	ADJ
epaa-5845	227	26	term	term	NOUN
epaa-5845	227	27	of	of	ADP
epaa-5845	227	28	the	the	DET
epaa-5845	227	29	study	study	NOUN
epaa-5845	227	30	,	,	PUNCT
epaa-5845	227	31	were	be	AUX
epaa-5845	227	32	excluded	exclude	VERB
epaa-5845	227	33	,	,	PUNCT
epaa-5845	227	34	rendering	render	VERB
epaa-5845	227	35	a	a	DET
epaa-5845	227	36	final	final	ADJ
epaa-5845	227	37	sample	sample	NOUN
epaa-5845	227	38	of	of	ADP
epaa-5845	227	39	700	700	NUM
epaa-5845	227	40	instructors	instructor	NOUN
epaa-5845	227	41	.	.	PUNCT
epaa-5845	228	1	table	table	NOUN
epaa-5845	228	2	1	1	NUM
epaa-5845	228	3	reports	report	VERB
epaa-5845	228	4	the	the	DET
epaa-5845	228	5	distribution	distribution	NOUN
epaa-5845	228	6	of	of	ADP
epaa-5845	228	7	this	this	DET
epaa-5845	228	8	final	final	ADJ
epaa-5845	228	9	sample	sample	NOUN
epaa-5845	228	10	by	by	ADP
epaa-5845	228	11	categories	category	NOUN
epaa-5845	228	12	.	.	PUNCT
epaa-5845	229	1	the	the	DET
epaa-5845	229	2	results	result	NOUN
epaa-5845	229	3	discussed	discuss	VERB
epaa-5845	229	4	in	in	ADP
epaa-5845	229	5	the	the	DET
epaa-5845	229	6	remainder	remainder	NOUN
epaa-5845	229	7	of	of	ADP
epaa-5845	229	8	the	the	DET
epaa-5845	229	9	paper	paper	NOUN
epaa-5845	229	10	are	be	AUX
epaa-5845	229	11	based	base	VERB
epaa-5845	229	12	on	on	ADP
epaa-5845	229	13	that	that	DET
epaa-5845	229	14	sample	sample	NOUN
epaa-5845	229	15	.	.	PUNCT
epaa-5845	230	1	table	table	NOUN
epaa-5845	230	2	1	1	NUM
epaa-5845	230	3	faculty	faculty	NOUN
epaa-5845	230	4	members	member	NOUN
epaa-5845	230	5	distributed	distribute	VERB
epaa-5845	230	6	by	by	ADP
epaa-5845	230	7	categories	category	NOUN
epaa-5845	230	8	categories	category	NOUN
epaa-5845	230	9	hh	hh	PROPN
epaa-5845	230	10	hl	hl	INTJ
epaa-5845	231	1	lh	lh	PROPN
epaa-5845	231	2	ll	ll	AUX
epaa-5845	231	3	total	total	ADJ
epaa-5845	231	4	frequencies	frequency	NOUN
epaa-5845	231	5	:	:	PUNCT
epaa-5845	231	6	(	(	PUNCT
epaa-5845	231	7	%	%	INTJ
epaa-5845	231	8	)	)	PUNCT
epaa-5845	231	9	265	265	NUM
epaa-5845	231	10	(	(	PUNCT
epaa-5845	231	11	37.86	37.86	NUM
epaa-5845	231	12	%	%	NOUN
epaa-5845	231	13	)	)	PUNCT
epaa-5845	231	14	100	100	NUM
epaa-5845	231	15	(	(	PUNCT
epaa-5845	231	16	14.29	14.29	NUM
epaa-5845	231	17	%	%	NOUN
epaa-5845	231	18	)	)	PUNCT
epaa-5845	231	19	110	110	NUM
epaa-5845	231	20	(	(	PUNCT
epaa-5845	231	21	15.71	15.71	NUM
epaa-5845	231	22	%	%	NOUN
epaa-5845	231	23	)	)	PUNCT
epaa-5845	231	24	225	225	NUM
epaa-5845	231	25	(	(	PUNCT
epaa-5845	231	26	32.14	32.14	NUM
epaa-5845	231	27	%	%	NOUN
epaa-5845	231	28	)	)	PUNCT
epaa-5845	231	29	700	700	NUM
epaa-5845	231	30	(	(	PUNCT
epaa-5845	231	31	100	100	NUM
epaa-5845	231	32	%	%	NOUN
epaa-5845	231	33	)	)	PUNCT
epaa-5845	231	34	notes	note	NOUN
epaa-5845	231	35	:	:	PUNCT
epaa-5845	231	36	hh	hh	PROPN
epaa-5845	232	1	=	=	SYM
epaa-5845	232	2	(	(	PUNCT
epaa-5845	232	3	high	high	ADJ
epaa-5845	232	4	-	-	PUNCT
epaa-5845	232	5	grader	grader	NOUN
epaa-5845	232	6	;	;	PUNCT
epaa-5845	232	7	high	high	ADJ
epaa-5845	232	8	-	-	PUNCT
epaa-5845	232	9	grader	grader	NOUN
epaa-5845	232	10	)	)	PUNCT
epaa-5845	232	11	,	,	PUNCT
epaa-5845	232	12	hl	hl	NOUN
epaa-5845	232	13	=	=	SYM
epaa-5845	232	14	(	(	PUNCT
epaa-5845	232	15	high	high	ADJ
epaa-5845	232	16	-	-	PUNCT
epaa-5845	232	17	grader	grader	NOUN
epaa-5845	232	18	;	;	PUNCT
epaa-5845	232	19	low	low	ADJ
epaa-5845	232	20	-	-	PUNCT
epaa-5845	232	21	grader	grader	NOUN
epaa-5845	232	22	)	)	PUNCT
epaa-5845	232	23	,	,	PUNCT
epaa-5845	232	24	lh	lh	PROPN
epaa-5845	232	25	=	=	PUNCT
epaa-5845	232	26	(	(	PUNCT
epaa-5845	232	27	low	low	ADJ
epaa-5845	232	28	-	-	PUNCT
epaa-5845	232	29	grader	grader	NOUN
epaa-5845	232	30	;	;	PUNCT
epaa-5845	232	31	high	high	ADJ
epaa-5845	232	32	-	-	PUNCT
epaa-5845	232	33	grader	grader	NOUN
epaa-5845	232	34	)	)	PUNCT
epaa-5845	232	35	,	,	PUNCT
epaa-5845	232	36	ll	ll	AUX
epaa-5845	232	37	=	=	PUNCT
epaa-5845	232	38	(	(	PUNCT
epaa-5845	232	39	low	low	ADJ
epaa-5845	232	40	-	-	PUNCT
epaa-5845	232	41	grader	grader	NOUN
epaa-5845	232	42	;	;	PUNCT
epaa-5845	232	43	low	low	ADJ
epaa-5845	232	44	-	-	PUNCT
epaa-5845	232	45	grader	grader	NOUN
epaa-5845	232	46	)	)	PUNCT
epaa-5845	232	47	.	.	PUNCT
epaa-5845	233	1	9	9	NUM
epaa-5845	233	2	their	their	PRON
epaa-5845	233	3	coefficients	coefficient	NOUN
epaa-5845	233	4	are	be	AUX
epaa-5845	233	5	not	not	PART
epaa-5845	233	6	reported	report	VERB
epaa-5845	233	7	,	,	PUNCT
epaa-5845	233	8	but	but	CCONJ
epaa-5845	233	9	they	they	PRON
epaa-5845	233	10	are	be	AUX
epaa-5845	233	11	available	available	ADJ
epaa-5845	233	12	upon	upon	SCONJ
epaa-5845	233	13	request	request	NOUN
epaa-5845	233	14	.	.	PUNCT
epaa-5845	234	1	education	education	NOUN
epaa-5845	234	2	policy	policy	NOUN
epaa-5845	234	3	analysis	analysis	NOUN
epaa-5845	234	4	archives	archive	NOUN
epaa-5845	234	5	vol	vol	NOUN
epaa-5845	234	6	.	.	PROPN
epaa-5845	235	1	29	29	NUM
epaa-5845	235	2	no	no	NOUN
epaa-5845	235	3	.	.	NOUN
epaa-5845	236	1	57	57	NUM
epaa-5845	236	2	12	12	NUM
epaa-5845	236	3	the	the	DET
epaa-5845	236	4	greatest	great	ADJ
epaa-5845	236	5	proportion	proportion	NOUN
epaa-5845	236	6	of	of	ADP
epaa-5845	236	7	faculty	faculty	NOUN
epaa-5845	236	8	members	member	NOUN
epaa-5845	236	9	belongs	belong	VERB
epaa-5845	236	10	to	to	ADP
epaa-5845	236	11	the	the	DET
epaa-5845	236	12	category	category	NOUN
epaa-5845	236	13	of	of	ADP
epaa-5845	236	14	hh	hh	PROPN
epaa-5845	236	15	(	(	PUNCT
epaa-5845	236	16	265/700	265/700	PROPN
epaa-5845	236	17	=	=	SYM
epaa-5845	236	18	37.86	37.86	NUM
epaa-5845	236	19	%	%	NOUN
epaa-5845	236	20	)	)	PUNCT
epaa-5845	236	21	.	.	PUNCT
epaa-5845	237	1	a	a	DET
epaa-5845	237	2	total	total	NOUN
epaa-5845	237	3	of	of	ADP
epaa-5845	237	4	225	225	NUM
epaa-5845	237	5	members	member	NOUN
epaa-5845	237	6	is	be	AUX
epaa-5845	237	7	classified	classify	VERB
epaa-5845	237	8	as	as	ADP
epaa-5845	237	9	ll	ll	NOUN
epaa-5845	237	10	(	(	PUNCT
epaa-5845	237	11	32.14	32.14	NUM
epaa-5845	237	12	%	%	NOUN
epaa-5845	237	13	)	)	PUNCT
epaa-5845	237	14	and	and	CCONJ
epaa-5845	237	15	210	210	NUM
epaa-5845	237	16	(	(	PUNCT
epaa-5845	237	17	30	30	NUM
epaa-5845	237	18	%	%	NOUN
epaa-5845	237	19	)	)	PUNCT
epaa-5845	237	20	are	be	AUX
epaa-5845	237	21	classified	classify	VERB
epaa-5845	237	22	as	as	ADP
epaa-5845	237	23	aa	aa	NOUN
epaa-5845	237	24	(	(	PUNCT
epaa-5845	237	25	hl	hl	NOUN
epaa-5845	237	26	or	or	CCONJ
epaa-5845	237	27	lh	lh	PROPN
epaa-5845	237	28	)	)	PUNCT
epaa-5845	237	29	.	.	PUNCT
epaa-5845	238	1	tables	table	NOUN
epaa-5845	238	2	2	2	NUM
epaa-5845	238	3	and	and	CCONJ
epaa-5845	238	4	3	3	NUM
epaa-5845	238	5	report	report	VERB
epaa-5845	238	6	the	the	DET
epaa-5845	238	7	distribution	distribution	NOUN
epaa-5845	238	8	of	of	ADP
epaa-5845	238	9	instructors	instructor	NOUN
epaa-5845	238	10	by	by	ADP
epaa-5845	238	11	categories	category	NOUN
epaa-5845	238	12	and	and	CCONJ
epaa-5845	238	13	afs	afs	NOUN
epaa-5845	238	14	.	.	PUNCT
epaa-5845	239	1	according	accord	VERB
epaa-5845	239	2	to	to	ADP
epaa-5845	239	3	table	table	NOUN
epaa-5845	239	4	2	2	NUM
epaa-5845	239	5	,	,	PUNCT
epaa-5845	239	6	a	a	DET
epaa-5845	239	7	great	great	ADJ
epaa-5845	239	8	proportion	proportion	NOUN
epaa-5845	239	9	of	of	ADP
epaa-5845	239	10	the	the	DET
epaa-5845	239	11	hh	hh	PROPN
epaa-5845	239	12	instructors	instructor	NOUN
epaa-5845	239	13	is	be	AUX
epaa-5845	239	14	concentrated	concentrate	VERB
epaa-5845	239	15	in	in	ADP
epaa-5845	239	16	the	the	DET
epaa-5845	239	17	afs	afs	NOUN
epaa-5845	239	18	at	at	ADP
epaa-5845	239	19	the	the	DET
epaa-5845	239	20	top	top	NOUN
epaa-5845	239	21	of	of	ADP
epaa-5845	239	22	the	the	DET
epaa-5845	239	23	distribution	distribution	NOUN
epaa-5845	239	24	,	,	PUNCT
epaa-5845	239	25	while	while	SCONJ
epaa-5845	239	26	a	a	DET
epaa-5845	239	27	great	great	ADJ
epaa-5845	239	28	proportion	proportion	NOUN
epaa-5845	239	29	of	of	ADP
epaa-5845	239	30	the	the	DET
epaa-5845	239	31	ll	ll	NOUN
epaa-5845	239	32	ones	one	NOUN
epaa-5845	239	33	is	be	AUX
epaa-5845	239	34	concentrated	concentrate	VERB
epaa-5845	239	35	in	in	ADP
epaa-5845	239	36	the	the	DET
epaa-5845	239	37	afs	afs	NOUN
epaa-5845	239	38	at	at	ADP
epaa-5845	239	39	the	the	DET
epaa-5845	239	40	bottom	bottom	NOUN
epaa-5845	239	41	.	.	PUNCT
epaa-5845	240	1	for	for	ADP
epaa-5845	240	2	instance	instance	NOUN
epaa-5845	240	3	,	,	PUNCT
epaa-5845	240	4	the	the	DET
epaa-5845	240	5	proportion	proportion	NOUN
epaa-5845	240	6	of	of	ADP
epaa-5845	240	7	hh	hh	PROPN
epaa-5845	240	8	instructors	instructor	NOUN
epaa-5845	240	9	in	in	ADP
epaa-5845	240	10	the	the	DET
epaa-5845	240	11	first	first	ADJ
epaa-5845	240	12	seven	seven	NUM
epaa-5845	240	13	afs	afs	NOUN
epaa-5845	240	14	of	of	ADP
epaa-5845	240	15	the	the	DET
epaa-5845	240	16	distribution	distribution	NOUN
epaa-5845	240	17	runs	run	VERB
epaa-5845	240	18	from	from	ADP
epaa-5845	240	19	40	40	NUM
epaa-5845	240	20	%	%	NOUN
epaa-5845	240	21	in	in	ADP
epaa-5845	240	22	humanities	humanity	NOUN
epaa-5845	240	23	to	to	ADP
epaa-5845	240	24	76	76	NUM
epaa-5845	240	25	%	%	NOUN
epaa-5845	240	26	and	and	CCONJ
epaa-5845	240	27	77	77	NUM
epaa-5845	240	28	%	%	NOUN
epaa-5845	240	29	in	in	ADP
epaa-5845	240	30	english	english	PROPN
epaa-5845	240	31	and	and	CCONJ
epaa-5845	240	32	management	management	NOUN
epaa-5845	240	33	,	,	PUNCT
epaa-5845	240	34	respectively	respectively	ADV
epaa-5845	240	35	.	.	PUNCT
epaa-5845	241	1	conversely	conversely	ADV
epaa-5845	241	2	,	,	PUNCT
epaa-5845	241	3	the	the	DET
epaa-5845	241	4	five	five	NUM
epaa-5845	241	5	afs	afs	NOUN
epaa-5845	241	6	at	at	ADP
epaa-5845	241	7	the	the	DET
epaa-5845	241	8	bottom	bottom	NOUN
epaa-5845	241	9	contain	contain	VERB
epaa-5845	241	10	the	the	DET
epaa-5845	241	11	highest	high	ADJ
epaa-5845	241	12	proportions	proportion	NOUN
epaa-5845	241	13	of	of	ADP
epaa-5845	241	14	ll	ll	NOUN
epaa-5845	241	15	instructors	instructor	NOUN
epaa-5845	241	16	and	and	CCONJ
epaa-5845	241	17	the	the	DET
epaa-5845	241	18	lowest	low	ADJ
epaa-5845	241	19	proportions	proportion	NOUN
epaa-5845	241	20	of	of	ADP
epaa-5845	241	21	hh	hh	PROPN
epaa-5845	241	22	.	.	PROPN
epaa-5845	242	1	for	for	ADP
epaa-5845	242	2	example	example	NOUN
epaa-5845	242	3	,	,	PUNCT
epaa-5845	242	4	the	the	DET
epaa-5845	242	5	proportion	proportion	NOUN
epaa-5845	242	6	of	of	ADP
epaa-5845	242	7	ll	ll	NOUN
epaa-5845	242	8	is	be	AUX
epaa-5845	242	9	46	46	NUM
epaa-5845	242	10	%	%	NOUN
epaa-5845	242	11	in	in	ADP
epaa-5845	242	12	biology	biology	NOUN
epaa-5845	242	13	and	and	CCONJ
epaa-5845	242	14	economics	economic	NOUN
epaa-5845	242	15	&	&	CCONJ
epaa-5845	242	16	statistics	statistic	NOUN
epaa-5845	242	17	(	(	PUNCT
epaa-5845	242	18	hereafter	hereafter	ADV
epaa-5845	242	19	,	,	PUNCT
epaa-5845	242	20	econ	econ	NOUN
epaa-5845	242	21	/	/	SYM
epaa-5845	242	22	stat	stat	PROPN
epaa-5845	242	23	)	)	PUNCT
epaa-5845	242	24	,	,	PUNCT
epaa-5845	242	25	54	54	NUM
epaa-5845	242	26	%	%	NOUN
epaa-5845	242	27	in	in	ADP
epaa-5845	242	28	engineering	engineering	NOUN
epaa-5845	242	29	technologies	technology	NOUN
epaa-5845	242	30	,	,	PUNCT
epaa-5845	242	31	57	57	NUM
epaa-5845	242	32	%	%	NOUN
epaa-5845	242	33	in	in	ADP
epaa-5845	242	34	mathematics	mathematic	NOUN
epaa-5845	242	35	,	,	PUNCT
epaa-5845	242	36	and	and	CCONJ
epaa-5845	242	37	100	100	NUM
epaa-5845	242	38	%	%	NOUN
epaa-5845	242	39	in	in	ADP
epaa-5845	242	40	chemistry	chemistry	NOUN
epaa-5845	242	41	.	.	PUNCT
epaa-5845	243	1	several	several	ADJ
epaa-5845	243	2	afs	afs	NOUN
epaa-5845	243	3	in	in	ADP
epaa-5845	243	4	the	the	DET
epaa-5845	243	5	middle	middle	NOUN
epaa-5845	243	6	of	of	ADP
epaa-5845	243	7	the	the	DET
epaa-5845	243	8	distribution	distribution	NOUN
epaa-5845	243	9	also	also	ADV
epaa-5845	243	10	exhibit	exhibit	VERB
epaa-5845	243	11	high	high	ADJ
epaa-5845	243	12	proportions	proportion	NOUN
epaa-5845	243	13	of	of	ADP
epaa-5845	243	14	ll	ll	PROPN
epaa-5845	243	15	instructors	instructor	NOUN
epaa-5845	243	16	:	:	PUNCT
epaa-5845	243	17	computer	computer	NOUN
epaa-5845	243	18	sciences	science	NOUN
epaa-5845	243	19	(	(	PUNCT
epaa-5845	243	20	55	55	NUM
epaa-5845	243	21	%	%	NOUN
epaa-5845	243	22	)	)	PUNCT
epaa-5845	243	23	,	,	PUNCT
epaa-5845	243	24	office	office	NOUN
epaa-5845	243	25	systems	system	NOUN
epaa-5845	243	26	(	(	PUNCT
epaa-5845	243	27	58	58	NUM
epaa-5845	243	28	%	%	NOUN
epaa-5845	243	29	)	)	PUNCT
epaa-5845	243	30	,	,	PUNCT
epaa-5845	243	31	engineering	engineering	NOUN
epaa-5845	243	32	transfers	transfer	NOUN
epaa-5845	243	33	(	(	PUNCT
epaa-5845	243	34	67	67	NUM
epaa-5845	243	35	%	%	NOUN
epaa-5845	243	36	)	)	PUNCT
epaa-5845	243	37	,	,	PUNCT
epaa-5845	243	38	and	and	CCONJ
epaa-5845	243	39	electronics	electronic	NOUN
epaa-5845	243	40	(	(	PUNCT
epaa-5845	243	41	67	67	NUM
epaa-5845	243	42	%	%	NOUN
epaa-5845	243	43	)	)	PUNCT
epaa-5845	243	44	.	.	PUNCT
epaa-5845	244	1	therefore	therefore	ADV
epaa-5845	244	2	,	,	PUNCT
epaa-5845	244	3	the	the	DET
epaa-5845	244	4	distribution	distribution	NOUN
epaa-5845	244	5	of	of	ADP
epaa-5845	244	6	hh	hh	PROPN
epaa-5845	244	7	and	and	CCONJ
epaa-5845	244	8	ll	ll	AUX
epaa-5845	244	9	instructors	instructor	NOUN
epaa-5845	244	10	by	by	ADP
epaa-5845	244	11	afs	afs	NOUN
epaa-5845	244	12	does	do	AUX
epaa-5845	244	13	not	not	PART
epaa-5845	244	14	follow	follow	VERB
epaa-5845	244	15	a	a	DET
epaa-5845	244	16	random	random	ADJ
epaa-5845	244	17	process	process	NOUN
epaa-5845	244	18	.	.	PUNCT
epaa-5845	245	1	table	table	NOUN
epaa-5845	245	2	2	2	NUM
epaa-5845	245	3	faculty	faculty	NOUN
epaa-5845	245	4	distributed	distribute	VERB
epaa-5845	245	5	by	by	ADP
epaa-5845	245	6	categories	category	NOUN
epaa-5845	245	7	and	and	CCONJ
epaa-5845	245	8	academic	academic	ADJ
epaa-5845	245	9	fields	field	NOUN
epaa-5845	245	10	academic	academic	ADJ
epaa-5845	245	11	fields	field	NOUN
epaa-5845	245	12	hh	hh	INTJ
epaa-5845	245	13	hl	hl	NOUN
epaa-5845	246	1	lh	lh	PROPN
epaa-5845	246	2	ll	ll	AUX
epaa-5845	246	3	total	total	VERB
epaa-5845	246	4	physical	physical	ADJ
epaa-5845	246	5	education	education	NOUN
epaa-5845	246	6	18	18	NUM
epaa-5845	246	7	(	(	PUNCT
epaa-5845	246	8	53	53	NUM
epaa-5845	246	9	%	%	NOUN
epaa-5845	246	10	)	)	PUNCT
epaa-5845	246	11	15	15	NUM
epaa-5845	246	12	(	(	PUNCT
epaa-5845	246	13	44	44	NUM
epaa-5845	246	14	%	%	NOUN
epaa-5845	246	15	)	)	PUNCT
epaa-5845	246	16	0	0	NUM
epaa-5845	246	17	1	1	NUM
epaa-5845	246	18	(	(	PUNCT
epaa-5845	246	19	3	3	NUM
epaa-5845	246	20	%	%	NOUN
epaa-5845	246	21	)	)	PUNCT
epaa-5845	246	22	34	34	NUM
epaa-5845	246	23	education	education	NOUN
epaa-5845	246	24	34	34	NUM
epaa-5845	246	25	(	(	PUNCT
epaa-5845	246	26	59	59	NUM
epaa-5845	246	27	%	%	NOUN
epaa-5845	246	28	)	)	PUNCT
epaa-5845	246	29	16	16	NUM
epaa-5845	246	30	(	(	PUNCT
epaa-5845	246	31	28	28	NUM
epaa-5845	246	32	%	%	NOUN
epaa-5845	246	33	)	)	PUNCT
epaa-5845	246	34	5	5	NUM
epaa-5845	246	35	(	(	PUNCT
epaa-5845	246	36	9	9	NUM
epaa-5845	246	37	%	%	NOUN
epaa-5845	246	38	)	)	PUNCT
epaa-5845	246	39	3	3	NUM
epaa-5845	246	40	(	(	PUNCT
epaa-5845	246	41	5	5	NUM
epaa-5845	246	42	%	%	NOUN
epaa-5845	246	43	)	)	PUNCT
epaa-5845	246	44	58	58	NUM
epaa-5845	246	45	marketing	marketing	NOUN
epaa-5845	246	46	5	5	NUM
epaa-5845	246	47	(	(	PUNCT
epaa-5845	246	48	71	71	NUM
epaa-5845	246	49	%	%	NOUN
epaa-5845	246	50	)	)	PUNCT
epaa-5845	246	51	0	0	NUM
epaa-5845	246	52	2	2	NUM
epaa-5845	246	53	(	(	PUNCT
epaa-5845	246	54	29	29	NUM
epaa-5845	246	55	%	%	NOUN
epaa-5845	246	56	)	)	PUNCT
epaa-5845	246	57	0	0	NUM
epaa-5845	246	58	7	7	NUM
epaa-5845	246	59	social	social	ADJ
epaa-5845	246	60	sciences	science	NOUN
epaa-5845	246	61	13	13	NUM
epaa-5845	246	62	(	(	PUNCT
epaa-5845	246	63	29	29	NUM
epaa-5845	246	64	%	%	NOUN
epaa-5845	246	65	)	)	PUNCT
epaa-5845	246	66	45	45	NUM
epaa-5845	246	67	9	9	NUM
epaa-5845	246	68	(	(	PUNCT
epaa-5845	246	69	13	13	NUM
epaa-5845	246	70	%	%	NOUN
epaa-5845	246	71	)	)	PUNCT
epaa-5845	246	72	10	10	NUM
epaa-5845	246	73	(	(	PUNCT
epaa-5845	246	74	15	15	NUM
epaa-5845	246	75	%	%	NOUN
epaa-5845	246	76	)	)	PUNCT
epaa-5845	246	77	67	67	NUM
epaa-5845	246	78	english	english	ADJ
epaa-5845	246	79	2	2	NUM
epaa-5845	246	80	(	(	PUNCT
epaa-5845	246	81	67	67	NUM
epaa-5845	246	82	%	%	NOUN
epaa-5845	246	83	)	)	PUNCT
epaa-5845	246	84	3	3	NUM
epaa-5845	246	85	0	0	NUM
epaa-5845	246	86	4	4	NUM
epaa-5845	246	87	(	(	PUNCT
epaa-5845	246	88	5	5	NUM
epaa-5845	246	89	%	%	NOUN
epaa-5845	246	90	)	)	PUNCT
epaa-5845	246	91	75	75	NUM
epaa-5845	246	92	management	management	NOUN
epaa-5845	246	93	20	20	NUM
epaa-5845	246	94	(	(	PUNCT
epaa-5845	246	95	77	77	NUM
epaa-5845	246	96	%	%	NOUN
epaa-5845	246	97	)	)	PUNCT
epaa-5845	246	98	0	0	NUM
epaa-5845	246	99	5	5	NUM
epaa-5845	246	100	(	(	PUNCT
epaa-5845	246	101	19	19	NUM
epaa-5845	246	102	%	%	NOUN
epaa-5845	246	103	)	)	PUNCT
epaa-5845	246	104	1	1	NUM
epaa-5845	246	105	(	(	PUNCT
epaa-5845	246	106	4	4	NUM
epaa-5845	246	107	%	%	NOUN
epaa-5845	246	108	)	)	PUNCT
epaa-5845	246	109	26	26	NUM
epaa-5845	246	110	humanities	humanity	NOUN
epaa-5845	246	111	18	18	NUM
epaa-5845	246	112	(	(	PUNCT
epaa-5845	246	113	40	40	NUM
epaa-5845	246	114	%	%	NOUN
epaa-5845	246	115	)	)	PUNCT
epaa-5845	246	116	12	12	NUM
epaa-5845	246	117	(	(	PUNCT
epaa-5845	246	118	27	27	NUM
epaa-5845	246	119	%	%	NOUN
epaa-5845	246	120	)	)	PUNCT
epaa-5845	246	121	2	2	NUM
epaa-5845	246	122	(	(	PUNCT
epaa-5845	246	123	4	4	NUM
epaa-5845	246	124	%	%	NOUN
epaa-5845	246	125	)	)	PUNCT
epaa-5845	246	126	engineering	engineering	NOUN
epaa-5845	246	127	transfers	transfer	NOUN
epaa-5845	246	128	(	(	PUNCT
epaa-5845	246	129	a	a	X
epaa-5845	246	130	)	)	PUNCT
epaa-5845	246	131	0	0	NUM
epaa-5845	246	132	0	0	NUM
epaa-5845	246	133	1	1	NUM
epaa-5845	246	134	(	(	PUNCT
epaa-5845	246	135	33	33	NUM
epaa-5845	246	136	%	%	NOUN
epaa-5845	246	137	)	)	PUNCT
epaa-5845	246	138	finance	finance	NOUN
epaa-5845	246	139	10	10	NUM
epaa-5845	246	140	(	(	PUNCT
epaa-5845	246	141	43	43	NUM
epaa-5845	246	142	%	%	NOUN
epaa-5845	246	143	)	)	PUNCT
epaa-5845	246	144	1	1	NUM
epaa-5845	246	145	(	(	PUNCT
epaa-5845	246	146	4	4	NUM
epaa-5845	246	147	%	%	NOUN
epaa-5845	246	148	)	)	PUNCT
epaa-5845	246	149	7	7	NUM
epaa-5845	246	150	(	(	PUNCT
epaa-5845	246	151	30	30	NUM
epaa-5845	246	152	%	%	NOUN
epaa-5845	246	153	)	)	PUNCT
epaa-5845	246	154	5	5	NUM
epaa-5845	246	155	(	(	PUNCT
epaa-5845	246	156	22	22	NUM
epaa-5845	246	157	%	%	NOUN
epaa-5845	246	158	)	)	PUNCT
epaa-5845	246	159	23	23	NUM
epaa-5845	246	160	spanish	spanish	ADJ
epaa-5845	246	161	14	14	NUM
epaa-5845	246	162	(	(	PUNCT
epaa-5845	246	163	32	32	NUM
epaa-5845	246	164	%	%	NOUN
epaa-5845	246	165	)	)	PUNCT
epaa-5845	246	166	3	3	NUM
epaa-5845	246	167	(	(	PUNCT
epaa-5845	246	168	7	7	NUM
epaa-5845	246	169	%	%	NOUN
epaa-5845	246	170	)	)	PUNCT
epaa-5845	246	171	10	10	NUM
epaa-5845	246	172	(	(	PUNCT
epaa-5845	246	173	23	23	NUM
epaa-5845	246	174	%	%	NOUN
epaa-5845	246	175	)	)	PUNCT
epaa-5845	246	176	17	17	NUM
epaa-5845	246	177	(	(	PUNCT
epaa-5845	246	178	39	39	NUM
epaa-5845	246	179	%	%	NOUN
epaa-5845	246	180	)	)	PUNCT
epaa-5845	246	181	44	44	NUM
epaa-5845	246	182	electronics	electronic	NOUN
epaa-5845	246	183	3	3	NUM
epaa-5845	246	184	(	(	PUNCT
epaa-5845	246	185	11	11	NUM
epaa-5845	246	186	%	%	NOUN
epaa-5845	246	187	)	)	PUNCT
epaa-5845	246	188	2	2	NUM
epaa-5845	246	189	(	(	PUNCT
epaa-5845	246	190	7	7	NUM
epaa-5845	246	191	%	%	NOUN
epaa-5845	246	192	)	)	PUNCT
epaa-5845	246	193	4	4	NUM
epaa-5845	246	194	(	(	PUNCT
epaa-5845	246	195	15	15	NUM
epaa-5845	246	196	%	%	NOUN
epaa-5845	246	197	)	)	PUNCT
epaa-5845	246	198	18	18	NUM
epaa-5845	246	199	(	(	PUNCT
epaa-5845	246	200	67	67	NUM
epaa-5845	246	201	%	%	NOUN
epaa-5845	246	202	)	)	PUNCT
epaa-5845	246	203	27	27	NUM
epaa-5845	246	204	computer	computer	NOUN
epaa-5845	246	205	sciences	science	NOUN
epaa-5845	246	206	11	11	NUM
epaa-5845	246	207	(	(	PUNCT
epaa-5845	246	208	26	26	NUM
epaa-5845	246	209	%	%	NOUN
epaa-5845	246	210	)	)	PUNCT
epaa-5845	246	211	1	1	NUM
epaa-5845	246	212	(	(	PUNCT
epaa-5845	246	213	2	2	NUM
epaa-5845	246	214	%	%	NOUN
epaa-5845	246	215	)	)	PUNCT
epaa-5845	246	216	7	7	NUM
epaa-5845	246	217	(	(	PUNCT
epaa-5845	246	218	17	17	NUM
epaa-5845	246	219	%	%	NOUN
epaa-5845	246	220	)	)	PUNCT
epaa-5845	246	221	23	23	NUM
epaa-5845	246	222	(	(	PUNCT
epaa-5845	246	223	55	55	NUM
epaa-5845	246	224	%	%	NOUN
epaa-5845	246	225	)	)	PUNCT
epaa-5845	246	226	42	42	NUM
epaa-5845	246	227	office	office	NOUN
epaa-5845	246	228	systems	system	NOUN
epaa-5845	246	229	0	0	NUM
epaa-5845	246	230	14	14	NUM
epaa-5845	246	231	(	(	PUNCT
epaa-5845	246	232	42	42	NUM
epaa-5845	246	233	%	%	NOUN
epaa-5845	246	234	)	)	PUNCT
epaa-5845	246	235	0	0	NUM
epaa-5845	246	236	19	19	NUM
epaa-5845	246	237	(	(	PUNCT
epaa-5845	246	238	58	58	NUM
epaa-5845	246	239	%	%	NOUN
epaa-5845	246	240	)	)	PUNCT
epaa-5845	246	241	33	33	NUM
epaa-5845	246	242	accounting	account	VERB
epaa-5845	246	243	13	13	NUM
epaa-5845	246	244	(	(	PUNCT
epaa-5845	246	245	41	41	NUM
epaa-5845	246	246	%	%	NOUN
epaa-5845	246	247	)	)	PUNCT
epaa-5845	246	248	2	2	NUM
epaa-5845	246	249	(	(	PUNCT
epaa-5845	246	250	6	6	NUM
epaa-5845	246	251	%	%	NOUN
epaa-5845	246	252	)	)	PUNCT
epaa-5845	246	253	8	8	NUM
epaa-5845	246	254	(	(	PUNCT
epaa-5845	246	255	25	25	NUM
epaa-5845	246	256	%	%	NOUN
epaa-5845	246	257	)	)	PUNCT
epaa-5845	246	258	9	9	NUM
epaa-5845	246	259	(	(	PUNCT
epaa-5845	246	260	28	28	NUM
epaa-5845	246	261	%	%	NOUN
epaa-5845	246	262	)	)	PUNCT
epaa-5845	246	263	32	32	NUM
epaa-5845	246	264	physics	physics	NOUN
epaa-5845	246	265	5	5	NUM
epaa-5845	246	266	(	(	PUNCT
epaa-5845	246	267	22	22	NUM
epaa-5845	246	268	%	%	NOUN
epaa-5845	246	269	)	)	PUNCT
epaa-5845	246	270	2	2	NUM
epaa-5845	246	271	(	(	PUNCT
epaa-5845	246	272	9	9	NUM
epaa-5845	246	273	%	%	NOUN
epaa-5845	246	274	)	)	PUNCT
epaa-5845	246	275	10	10	NUM
epaa-5845	246	276	(	(	PUNCT
epaa-5845	246	277	43	43	NUM
epaa-5845	246	278	%	%	NOUN
epaa-5845	246	279	)	)	PUNCT
epaa-5845	246	280	6	6	NUM
epaa-5845	246	281	(	(	PUNCT
epaa-5845	246	282	26	26	NUM
epaa-5845	246	283	%	%	NOUN
epaa-5845	246	284	)	)	PUNCT
epaa-5845	246	285	23	23	NUM
epaa-5845	246	286	materials	material	NOUN
epaa-5845	246	287	management	management	NOUN
epaa-5845	246	288	(	(	PUNCT
epaa-5845	246	289	b	b	NOUN
epaa-5845	246	290	)	)	PUNCT
epaa-5845	246	291	1	1	NUM
epaa-5845	246	292	(	(	PUNCT
epaa-5845	246	293	20	20	NUM
epaa-5845	246	294	%	%	NOUN
epaa-5845	246	295	)	)	PUNCT
epaa-5845	246	296	0	0	NUM
epaa-5845	246	297	3	3	NUM
epaa-5845	246	298	(	(	PUNCT
epaa-5845	246	299	60	60	NUM
epaa-5845	246	300	%	%	NOUN
epaa-5845	246	301	)	)	PUNCT
epaa-5845	246	302	1	1	NUM
epaa-5845	246	303	(	(	PUNCT
epaa-5845	246	304	20	20	NUM
epaa-5845	246	305	%	%	NOUN
epaa-5845	246	306	)	)	PUNCT
epaa-5845	246	307	5	5	NUM
epaa-5845	246	308	engineering	engineering	NOUN
epaa-5845	246	309	technologies	technology	NOUN
epaa-5845	246	310	(	(	PUNCT
epaa-5845	246	311	c	c	NOUN
epaa-5845	246	312	)	)	PUNCT
epaa-5845	246	313	4	4	NUM
epaa-5845	246	314	(	(	PUNCT
epaa-5845	246	315	17	17	NUM
epaa-5845	246	316	%	%	NOUN
epaa-5845	246	317	)	)	PUNCT
epaa-5845	246	318	1	1	NUM
epaa-5845	246	319	(	(	PUNCT
epaa-5845	246	320	4	4	NUM
epaa-5845	246	321	%	%	NOUN
epaa-5845	246	322	)	)	PUNCT
epaa-5845	246	323	6	6	NUM
epaa-5845	246	324	(	(	PUNCT
epaa-5845	246	325	25	25	NUM
epaa-5845	246	326	%	%	NOUN
epaa-5845	246	327	)	)	PUNCT
epaa-5845	246	328	13	13	NUM
epaa-5845	246	329	(	(	PUNCT
epaa-5845	246	330	54	54	NUM
epaa-5845	246	331	%	%	NOUN
epaa-5845	246	332	)	)	PUNCT
epaa-5845	246	333	24	24	NUM
epaa-5845	246	334	biology	biology	NOUN
epaa-5845	246	335	0	0	NUM
epaa-5845	246	336	0	0	NUM
epaa-5845	246	337	25	25	NUM
epaa-5845	246	338	(	(	PUNCT
epaa-5845	246	339	54	54	NUM
epaa-5845	246	340	%	%	NOUN
epaa-5845	246	341	)	)	PUNCT
epaa-5845	246	342	21	21	NUM
epaa-5845	246	343	(	(	PUNCT
epaa-5845	246	344	46	46	NUM
epaa-5845	246	345	%	%	NOUN
epaa-5845	246	346	)	)	PUNCT
epaa-5845	246	347	46	46	NUM
epaa-5845	246	348	econ	econ	NOUN
epaa-5845	246	349	/	/	SYM
epaa-5845	246	350	stat	stat	PROPN
epaa-5845	246	351	5	5	NUM
epaa-5845	246	352	(	(	PUNCT
epaa-5845	246	353	38	38	NUM
epaa-5845	246	354	%	%	NOUN
epaa-5845	246	355	)	)	PUNCT
epaa-5845	246	356	0	0	NUM
epaa-5845	246	357	2	2	NUM
epaa-5845	246	358	(	(	PUNCT
epaa-5845	246	359	15	15	NUM
epaa-5845	246	360	%	%	NOUN
epaa-5845	246	361	)	)	PUNCT
epaa-5845	246	362	6	6	NUM
epaa-5845	246	363	(	(	PUNCT
epaa-5845	246	364	46	46	NUM
epaa-5845	246	365	%	%	NOUN
epaa-5845	246	366	)	)	PUNCT
epaa-5845	246	367	13	13	NUM
epaa-5845	246	368	chemistry	chemistry	NOUN
epaa-5845	246	369	0	0	NUM
epaa-5845	246	370	0	0	SYM
epaa-5845	246	371	0	0	NUM
epaa-5845	246	372	26	26	NUM
epaa-5845	246	373	(	(	PUNCT
epaa-5845	246	374	100	100	NUM
epaa-5845	246	375	%	%	NOUN
epaa-5845	246	376	)	)	PUNCT
epaa-5845	246	377	26	26	NUM
epaa-5845	246	378	mathematics	mathematic	NOUN
epaa-5845	246	379	12	12	NUM
epaa-5845	246	380	(	(	PUNCT
epaa-5845	246	381	26	26	NUM
epaa-5845	246	382	%	%	NOUN
epaa-5845	246	383	)	)	PUNCT
epaa-5845	246	384	4	4	NUM
epaa-5845	246	385	(	(	PUNCT
epaa-5845	246	386	9	9	NUM
epaa-5845	246	387	%	%	NOUN
epaa-5845	246	388	)	)	PUNCT
epaa-5845	246	389	4	4	NUM
epaa-5845	246	390	(	(	PUNCT
epaa-5845	246	391	9	9	NUM
epaa-5845	246	392	%	%	NOUN
epaa-5845	246	393	)	)	PUNCT
epaa-5845	246	394	27	27	NUM
epaa-5845	246	395	(	(	PUNCT
epaa-5845	246	396	57	57	NUM
epaa-5845	246	397	%	%	NOUN
epaa-5845	246	398	)	)	PUNCT
epaa-5845	246	399	47	47	NUM
epaa-5845	246	400	265	265	NUM
epaa-5845	246	401	100	100	NUM
epaa-5845	246	402	110	110	NUM
epaa-5845	246	403	225	225	NUM
epaa-5845	246	404	700	700	NUM
epaa-5845	246	405	engineering	engineering	NOUN
epaa-5845	246	406	(	(	PUNCT
epaa-5845	246	407	a	a	DET
epaa-5845	246	408	+	+	NOUN
epaa-5845	246	409	b	b	NOUN
epaa-5845	246	410	+	+	CCONJ
epaa-5845	246	411	c	c	X
epaa-5845	246	412	)	)	PUNCT
epaa-5845	246	413	5	5	NUM
epaa-5845	246	414	(	(	PUNCT
epaa-5845	246	415	16	16	NUM
epaa-5845	246	416	%	%	NOUN
epaa-5845	246	417	)	)	PUNCT
epaa-5845	246	418	1	1	NUM
epaa-5845	246	419	(	(	PUNCT
epaa-5845	246	420	3	3	NUM
epaa-5845	246	421	%	%	NOUN
epaa-5845	246	422	)	)	PUNCT
epaa-5845	246	423	10	10	NUM
epaa-5845	246	424	(	(	PUNCT
epaa-5845	246	425	31	31	NUM
epaa-5845	246	426	%	%	NOUN
epaa-5845	246	427	)	)	PUNCT
epaa-5845	246	428	16	16	NUM
epaa-5845	246	429	(	(	PUNCT
epaa-5845	246	430	50	50	NUM
epaa-5845	246	431	%	%	NOUN
epaa-5845	246	432	)	)	PUNCT
epaa-5845	246	433	32	32	NUM
epaa-5845	246	434	why	why	SCONJ
epaa-5845	246	435	does	do	AUX
epaa-5845	246	436	the	the	DET
epaa-5845	246	437	incidence	incidence	NOUN
epaa-5845	246	438	of	of	ADP
epaa-5845	246	439	hh	hh	PROPN
epaa-5845	246	440	and	and	CCONJ
epaa-5845	246	441	ll	ll	AUX
epaa-5845	246	442	instructors	instructor	NOUN
epaa-5845	246	443	significantly	significantly	ADV
epaa-5845	246	444	vary	vary	VERB
epaa-5845	246	445	by	by	ADP
epaa-5845	246	446	afs	afs	NOUN
epaa-5845	246	447	?	?	PUNCT
epaa-5845	247	1	to	to	PART
epaa-5845	247	2	shed	shed	VERB
epaa-5845	247	3	light	light	NOUN
epaa-5845	247	4	on	on	ADP
epaa-5845	247	5	this	this	DET
epaa-5845	247	6	issue	issue	NOUN
epaa-5845	247	7	,	,	PUNCT
epaa-5845	247	8	table	table	NOUN
epaa-5845	247	9	3	3	NUM
epaa-5845	247	10	reports	report	VERB
epaa-5845	247	11	the	the	DET
epaa-5845	247	12	gpa	gpa	PROPN
epaa-5845	247	13	and	and	CCONJ
epaa-5845	247	14	pws	pws	NOUN
epaa-5845	247	15	observed	observe	VERB
epaa-5845	247	16	in	in	ADP
epaa-5845	247	17	all	all	DET
epaa-5845	247	18	the	the	DET
epaa-5845	247	19	courses	course	NOUN
epaa-5845	247	20	offered	offer	VERB
epaa-5845	247	21	by	by	ADP
epaa-5845	247	22	each	each	DET
epaa-5845	247	23	af	af	NOUN
epaa-5845	247	24	taxonomy	taxonomy	NOUN
epaa-5845	247	25	of	of	ADP
epaa-5845	247	26	grading	grade	VERB
epaa-5845	247	27	practices	practice	NOUN
epaa-5845	247	28	in	in	ADP
epaa-5845	247	29	the	the	DET
epaa-5845	247	30	university	university	NOUN
epaa-5845	247	31	of	of	ADP
epaa-5845	247	32	puerto	puerto	PROPN
epaa-5845	247	33	rico	rico	PROPN
epaa-5845	247	34	at	at	ADP
epaa-5845	247	35	bayamón	bayamón	NOUN
epaa-5845	247	36	,	,	PUNCT
epaa-5845	247	37	1995	1995	NUM
epaa-5845	247	38	-	-	SYM
epaa-5845	247	39	96	96	NUM
epaa-5845	247	40	to	to	ADP
epaa-5845	247	41	2015	2015	NUM
epaa-5845	247	42	-16	-16	SYM
epaa-5845	247	43	13	13	NUM
epaa-5845	247	44	during	during	ADP
epaa-5845	247	45	the	the	DET
epaa-5845	247	46	41	41	NUM
epaa-5845	247	47	terms	term	NOUN
epaa-5845	247	48	analyzed	analyze	VERB
epaa-5845	247	49	and	and	CCONJ
epaa-5845	247	50	the	the	DET
epaa-5845	247	51	means	mean	NOUN
epaa-5845	247	52	of	of	ADP
epaa-5845	247	53	the	the	DET
epaa-5845	247	54	mathematical	mathematical	ADJ
epaa-5845	247	55	aptitude	aptitude	NOUN
epaa-5845	247	56	(	(	PUNCT
epaa-5845	247	57	ma	ma	PROPN
epaa-5845	247	58	)	)	PUNCT
epaa-5845	247	59	and	and	CCONJ
epaa-5845	247	60	verbal	verbal	ADJ
epaa-5845	247	61	aptitude	aptitude	NOUN
epaa-5845	247	62	(	(	PUNCT
epaa-5845	247	63	va	va	NOUN
epaa-5845	247	64	)	)	PUNCT
epaa-5845	247	65	tests	test	NOUN
epaa-5845	247	66	of	of	ADP
epaa-5845	247	67	the	the	DET
epaa-5845	247	68	students	student	NOUN
epaa-5845	247	69	enrolled	enrol	VERB
epaa-5845	247	70	.	.	PUNCT
epaa-5845	248	1	the	the	DET
epaa-5845	248	2	gpa	gpa	PROPN
epaa-5845	248	3	column	column	NOUN
epaa-5845	248	4	reports	report	VERB
epaa-5845	248	5	in	in	ADP
epaa-5845	248	6	parentheses	parenthesis	NOUN
epaa-5845	248	7	the	the	DET
epaa-5845	248	8	total	total	ADJ
epaa-5845	248	9	courses	course	NOUN
epaa-5845	248	10	offered	offer	VERB
epaa-5845	248	11	by	by	ADP
epaa-5845	248	12	each	each	DET
epaa-5845	248	13	af	af	NOUN
epaa-5845	248	14	.	.	PUNCT
epaa-5845	249	1	thus	thus	ADV
epaa-5845	249	2	,	,	PUNCT
epaa-5845	249	3	the	the	DET
epaa-5845	249	4	afs	afs	NOUN
epaa-5845	249	5	at	at	ADP
epaa-5845	249	6	the	the	DET
epaa-5845	249	7	top	top	NOUN
epaa-5845	249	8	of	of	ADP
epaa-5845	249	9	the	the	DET
epaa-5845	249	10	distribution	distribution	NOUN
epaa-5845	249	11	,	,	PUNCT
epaa-5845	249	12	which	which	PRON
epaa-5845	249	13	exhibit	exhibit	VERB
epaa-5845	249	14	the	the	DET
epaa-5845	249	15	highest	high	ADJ
epaa-5845	249	16	proportions	proportion	NOUN
epaa-5845	249	17	of	of	ADP
epaa-5845	249	18	hh	hh	PROPN
epaa-5845	249	19	instructors	instructor	NOUN
epaa-5845	249	20	,	,	PUNCT
epaa-5845	249	21	also	also	ADV
epaa-5845	249	22	exhibit	exhibit	VERB
epaa-5845	249	23	the	the	DET
epaa-5845	249	24	highest	high	ADJ
epaa-5845	249	25	gpa	gpa	NOUN
epaa-5845	249	26	and	and	CCONJ
epaa-5845	249	27	the	the	DET
epaa-5845	249	28	lowest	low	ADJ
epaa-5845	249	29	pws	pws	NOUN
epaa-5845	249	30	.	.	PUNCT
epaa-5845	250	1	contrariwise	contrariwise	ADV
epaa-5845	250	2	,	,	PUNCT
epaa-5845	250	3	the	the	DET
epaa-5845	250	4	afs	afs	NOUN
epaa-5845	250	5	at	at	ADP
epaa-5845	250	6	the	the	DET
epaa-5845	250	7	bottom	bottom	NOUN
epaa-5845	250	8	,	,	PUNCT
epaa-5845	250	9	which	which	PRON
epaa-5845	250	10	exhibit	exhibit	VERB
epaa-5845	250	11	the	the	DET
epaa-5845	250	12	highest	high	ADJ
epaa-5845	250	13	proportions	proportion	NOUN
epaa-5845	250	14	of	of	ADP
epaa-5845	250	15	ll	ll	PROPN
epaa-5845	250	16	instructors	instructor	NOUN
epaa-5845	250	17	,	,	PUNCT
epaa-5845	250	18	also	also	ADV
epaa-5845	250	19	exhibit	exhibit	VERB
epaa-5845	250	20	the	the	DET
epaa-5845	250	21	lowest	low	ADJ
epaa-5845	250	22	gpa	gpa	NOUN
epaa-5845	250	23	and	and	CCONJ
epaa-5845	250	24	the	the	DET
epaa-5845	250	25	highest	high	ADJ
epaa-5845	250	26	pws	pws	NOUN
epaa-5845	250	27	.	.	PROPN
epaa-5845	250	28	table	table	NOUN
epaa-5845	250	29	3	3	NUM
epaa-5845	250	30	faculty	faculty	NOUN
epaa-5845	250	31	taxonomy	taxonomy	NOUN
epaa-5845	250	32	and	and	CCONJ
epaa-5845	250	33	students	student	NOUN
epaa-5845	250	34	’	'	PUNCT
epaa-5845	250	35	characteristics	characteristic	NOUN
epaa-5845	250	36	students	student	NOUN
epaa-5845	250	37	characteristics	characteristic	VERB
epaa-5845	250	38	categories	category	NOUN
epaa-5845	250	39	academic	academic	ADJ
epaa-5845	250	40	fields	field	NOUN
epaa-5845	250	41	gpa	gpa	PROPN
epaa-5845	250	42	ma	ma	PROPN
epaa-5845	250	43	va	va	PROPN
epaa-5845	250	44	pws	pws	PROPN
epaa-5845	250	45	(	(	PUNCT
epaa-5845	250	46	%	%	INTJ
epaa-5845	250	47	)	)	PUNCT
epaa-5845	251	1	hh	hh	INTJ
epaa-5845	252	1	hl	hl	INTJ
epaa-5845	253	1	lh	lh	PROPN
epaa-5845	253	2	ll	ll	AUX
epaa-5845	253	3	total	total	VERB
epaa-5845	253	4	physical	physical	ADJ
epaa-5845	253	5	education	education	NOUN
epaa-5845	253	6	3.35	3.35	NUM
epaa-5845	253	7	(	(	PUNCT
epaa-5845	253	8	1,970	1,970	NUM
epaa-5845	253	9	)	)	PUNCT
epaa-5845	253	10	524	524	NUM
epaa-5845	253	11	506	506	NUM
epaa-5845	253	12	4.62	4.62	NUM
epaa-5845	253	13	18	18	NUM
epaa-5845	253	14	15	15	NUM
epaa-5845	253	15	0	0	NUM
epaa-5845	253	16	1	1	NUM
epaa-5845	253	17	34	34	NUM
epaa-5845	253	18	education	education	NOUN
epaa-5845	253	19	3.21	3.21	NUM
epaa-5845	253	20	(	(	PUNCT
epaa-5845	253	21	2,714	2,714	NUM
epaa-5845	253	22	)	)	PUNCT
epaa-5845	253	23	523	523	NUM
epaa-5845	253	24	527	527	NUM
epaa-5845	253	25	6.41	6.41	NUM
epaa-5845	253	26	34	34	NUM
epaa-5845	253	27	16	16	NUM
epaa-5845	253	28	5	5	NUM
epaa-5845	253	29	3	3	NUM
epaa-5845	253	30	58	58	NUM
epaa-5845	253	31	marketing	marketing	NOUN
epaa-5845	253	32	3.19	3.19	NUM
epaa-5845	253	33	(	(	PUNCT
epaa-5845	253	34	738	738	NUM
epaa-5845	253	35	)	)	PUNCT
epaa-5845	253	36	571	571	NUM
epaa-5845	253	37	546	546	NUM
epaa-5845	253	38	2.66	2.66	NUM
epaa-5845	253	39	5	5	NUM
epaa-5845	253	40	0	0	NUM
epaa-5845	253	41	2	2	NUM
epaa-5845	253	42	0	0	NUM
epaa-5845	253	43	7	7	NUM
epaa-5845	253	44	social	social	ADJ
epaa-5845	253	45	sciences	science	NOUN
epaa-5845	253	46	2.97	2.97	NUM
epaa-5845	253	47	(	(	PUNCT
epaa-5845	253	48	2,551	2,551	NUM
epaa-5845	253	49	)	)	PUNCT
epaa-5845	253	50	560	560	NUM
epaa-5845	253	51	550	550	NUM
epaa-5845	253	52	5.97	5.97	NUM
epaa-5845	253	53	35	35	NUM
epaa-5845	253	54	13	13	NUM
epaa-5845	253	55	9	9	NUM
epaa-5845	253	56	10	10	NUM
epaa-5845	253	57	67	67	NUM
epaa-5845	253	58	english	english	PROPN
epaa-5845	253	59	2.95	2.95	NUM
epaa-5845	253	60	(	(	PUNCT
epaa-5845	253	61	3,922	3,922	NUM
epaa-5845	253	62	)	)	PUNCT
epaa-5845	253	63	567	567	NUM
epaa-5845	253	64	546	546	NUM
epaa-5845	253	65	7.57	7.57	NUM
epaa-5845	253	66	57	57	NUM
epaa-5845	253	67	14	14	NUM
epaa-5845	253	68	0	0	NUM
epaa-5845	253	69	4	4	NUM
epaa-5845	253	70	75	75	NUM
epaa-5845	253	71	management	management	NOUN
epaa-5845	253	72	2.95	2.95	NUM
epaa-5845	253	73	(	(	PUNCT
epaa-5845	253	74	1,423	1,423	NUM
epaa-5845	253	75	)	)	PUNCT
epaa-5845	253	76	573	573	NUM
epaa-5845	253	77	546	546	NUM
epaa-5845	253	78	5.41	5.41	NUM
epaa-5845	253	79	20	20	NUM
epaa-5845	253	80	0	0	NUM
epaa-5845	253	81	5	5	NUM
epaa-5845	253	82	1	1	NUM
epaa-5845	253	83	26	26	NUM
epaa-5845	253	84	humanities	humanity	NOUN
epaa-5845	253	85	2.93	2.93	NUM
epaa-5845	253	86	(	(	PUNCT
epaa-5845	253	87	2,903	2,903	NUM
epaa-5845	253	88	)	)	PUNCT
epaa-5845	253	89	562	562	NUM
epaa-5845	253	90	548	548	NUM
epaa-5845	253	91	7.08	7.08	NUM
epaa-5845	253	92	18	18	NUM
epaa-5845	253	93	12	12	NUM
epaa-5845	253	94	2	2	NUM
epaa-5845	253	95	13	13	NUM
epaa-5845	253	96	45	45	NUM
epaa-5845	253	97	engineering	engineering	NOUN
epaa-5845	253	98	transfers	transfer	NOUN
epaa-5845	253	99	(	(	PUNCT
epaa-5845	253	100	a	a	X
epaa-5845	253	101	)	)	PUNCT
epaa-5845	253	102	2.92	2.92	NUM
epaa-5845	253	103	(	(	PUNCT
epaa-5845	253	104	405	405	NUM
epaa-5845	253	105	)	)	PUNCT
epaa-5845	253	106	671	671	NUM
epaa-5845	253	107	605	605	NUM
epaa-5845	253	108	10.6	10.6	NUM
epaa-5845	253	109	0	0	NUM
epaa-5845	253	110	0	0	NUM
epaa-5845	253	111	1	1	NUM
epaa-5845	253	112	2	2	NUM
epaa-5845	253	113	3	3	NUM
epaa-5845	253	114	finance	finance	NOUN
epaa-5845	253	115	2.89	2.89	NUM
epaa-5845	253	116	(	(	PUNCT
epaa-5845	253	117	791	791	NUM
epaa-5845	253	118	)	)	PUNCT
epaa-5845	253	119	589	589	NUM
epaa-5845	253	120	552	552	NUM
epaa-5845	253	121	6.98	6.98	NUM
epaa-5845	253	122	10	10	NUM
epaa-5845	253	123	1	1	NUM
epaa-5845	253	124	7	7	NUM
epaa-5845	253	125	5	5	NUM
epaa-5845	253	126	23	23	NUM
epaa-5845	253	127	spanish	spanish	NOUN
epaa-5845	253	128	2.78	2.78	NUM
epaa-5845	253	129	(	(	PUNCT
epaa-5845	253	130	2,948	2,948	NUM
epaa-5845	253	131	)	)	PUNCT
epaa-5845	253	132	560	560	NUM
epaa-5845	253	133	542	542	NUM
epaa-5845	253	134	5.19	5.19	NUM
epaa-5845	253	135	14	14	NUM
epaa-5845	253	136	3	3	NUM
epaa-5845	253	137	10	10	NUM
epaa-5845	253	138	17	17	NUM
epaa-5845	253	139	44	44	NUM
epaa-5845	253	140	electronics	electronic	NOUN
epaa-5845	253	141	2.76	2.76	NUM
epaa-5845	253	142	(	(	PUNCT
epaa-5845	253	143	2,471	2,471	NUM
epaa-5845	253	144	)	)	PUNCT
epaa-5845	253	145	590	590	NUM
epaa-5845	253	146	535	535	NUM
epaa-5845	253	147	13.4	13.4	NUM
epaa-5845	253	148	3	3	NUM
epaa-5845	253	149	2	2	NUM
epaa-5845	253	150	4	4	NUM
epaa-5845	253	151	18	18	NUM
epaa-5845	253	152	27	27	NUM
epaa-5845	253	153	computer	computer	NOUN
epaa-5845	253	154	sciences	science	NOUN
epaa-5845	253	155	2.76	2.76	NUM
epaa-5845	253	156	(	(	PUNCT
epaa-5845	253	157	2,496	2,496	NUM
epaa-5845	253	158	)	)	PUNCT
epaa-5845	253	159	603	603	NUM
epaa-5845	253	160	564	564	NUM
epaa-5845	253	161	11.6	11.6	NUM
epaa-5845	253	162	11	11	NUM
epaa-5845	253	163	1	1	NUM
epaa-5845	253	164	7	7	NUM
epaa-5845	253	165	23	23	NUM
epaa-5845	253	166	42	42	NUM
epaa-5845	253	167	office	office	NOUN
epaa-5845	253	168	systems	system	NOUN
epaa-5845	253	169	2.75	2.75	NUM
epaa-5845	253	170	(	(	PUNCT
epaa-5845	253	171	1,780	1,780	NUM
epaa-5845	253	172	)	)	PUNCT
epaa-5845	253	173	497	497	NUM
epaa-5845	253	174	505	505	NUM
epaa-5845	253	175	8.34	8.34	NUM
epaa-5845	253	176	0	0	NUM
epaa-5845	253	177	14	14	NUM
epaa-5845	253	178	0	0	NUM
epaa-5845	253	179	19	19	NUM
epaa-5845	253	180	33	33	NUM
epaa-5845	253	181	accounting	account	VERB
epaa-5845	253	182	2.61	2.61	NUM
epaa-5845	253	183	(	(	PUNCT
epaa-5845	253	184	1,843	1,843	NUM
epaa-5845	253	185	)	)	PUNCT
epaa-5845	253	186	592	592	NUM
epaa-5845	253	187	555	555	NUM
epaa-5845	253	188	14.3	14.3	NUM
epaa-5845	253	189	13	13	NUM
epaa-5845	253	190	2	2	NUM
epaa-5845	253	191	8	8	NUM
epaa-5845	253	192	9	9	NUM
epaa-5845	253	193	32	32	NUM
epaa-5845	253	194	physics	physics	NOUN
epaa-5845	253	195	2.58	2.58	NUM
epaa-5845	253	196	(	(	PUNCT
epaa-5845	253	197	1,321	1,321	NUM
epaa-5845	253	198	)	)	PUNCT
epaa-5845	253	199	602	602	NUM
epaa-5845	253	200	562	562	NUM
epaa-5845	253	201	11.4	11.4	NUM
epaa-5845	253	202	5	5	NUM
epaa-5845	253	203	2	2	NUM
epaa-5845	253	204	10	10	NUM
epaa-5845	253	205	6	6	NUM
epaa-5845	253	206	23	23	NUM
epaa-5845	253	207	materials	material	NOUN
epaa-5845	253	208	management	management	NOUN
epaa-5845	253	209	(	(	PUNCT
epaa-5845	253	210	b	b	NOUN
epaa-5845	253	211	)	)	PUNCT
epaa-5845	253	212	2.56	2.56	NUM
epaa-5845	253	213	(	(	PUNCT
epaa-5845	253	214	309	309	NUM
epaa-5845	253	215	)	)	PUNCT
epaa-5845	253	216	567	567	NUM
epaa-5845	253	217	535	535	NUM
epaa-5845	253	218	8.01	8.01	NUM
epaa-5845	253	219	1	1	NUM
epaa-5845	253	220	0	0	NUM
epaa-5845	253	221	3	3	NUM
epaa-5845	253	222	1	1	NUM
epaa-5845	253	223	5	5	NUM
epaa-5845	253	224	engineering	engineering	NOUN
epaa-5845	253	225	technologies	technology	NOUN
epaa-5845	253	226	(	(	PUNCT
epaa-5845	253	227	c	c	NOUN
epaa-5845	253	228	)	)	PUNCT
epaa-5845	253	229	2.48	2.48	NUM
epaa-5845	253	230	(	(	PUNCT
epaa-5845	253	231	1,203	1,203	NUM
epaa-5845	253	232	)	)	PUNCT
epaa-5845	253	233	547	547	NUM
epaa-5845	253	234	502	502	NUM
epaa-5845	253	235	11.2	11.2	NUM
epaa-5845	253	236	4	4	NUM
epaa-5845	253	237	1	1	NUM
epaa-5845	253	238	6	6	NUM
epaa-5845	253	239	13	13	NUM
epaa-5845	253	240	24	24	NUM
epaa-5845	253	241	biology	biology	NOUN
epaa-5845	253	242	2.45	2.45	NUM
epaa-5845	253	243	(	(	PUNCT
epaa-5845	253	244	1,806	1,806	NUM
epaa-5845	253	245	)	)	PUNCT
epaa-5845	253	246	571	571	NUM
epaa-5845	253	247	562	562	NUM
epaa-5845	253	248	11.8	11.8	NUM
epaa-5845	253	249	0	0	NUM
epaa-5845	253	250	0	0	NUM
epaa-5845	253	251	25	25	NUM
epaa-5845	253	252	21	21	NUM
epaa-5845	253	253	46	46	NUM
epaa-5845	253	254	econ	econ	NOUN
epaa-5845	253	255	/	/	SYM
epaa-5845	253	256	stat	stat	PROPN
epaa-5845	253	257	2.28	2.28	NUM
epaa-5845	253	258	(	(	PUNCT
epaa-5845	253	259	875	875	NUM
epaa-5845	253	260	)	)	PUNCT
epaa-5845	253	261	592	592	NUM
epaa-5845	253	262	559	559	NUM
epaa-5845	253	263	17.4	17.4	NUM
epaa-5845	253	264	5	5	NUM
epaa-5845	253	265	0	0	NUM
epaa-5845	253	266	2	2	NUM
epaa-5845	253	267	6	6	NUM
epaa-5845	253	268	13	13	NUM
epaa-5845	253	269	chemistry	chemistry	NOUN
epaa-5845	253	270	2.21	2.21	NUM
epaa-5845	253	271	(	(	PUNCT
epaa-5845	253	272	1,084	1,084	NUM
epaa-5845	253	273	)	)	PUNCT
epaa-5845	253	274	597	597	NUM
epaa-5845	253	275	569	569	NUM
epaa-5845	253	276	15.1	15.1	NUM
epaa-5845	253	277	0	0	NUM
epaa-5845	253	278	0	0	NUM
epaa-5845	253	279	0	0	NUM
epaa-5845	253	280	26	26	NUM
epaa-5845	253	281	26	26	NUM
epaa-5845	253	282	mathematics	mathematic	NOUN
epaa-5845	253	283	1.73	1.73	NUM
epaa-5845	253	284	(	(	PUNCT
epaa-5845	253	285	3,784	3,784	NUM
epaa-5845	253	286	)	)	PUNCT
epaa-5845	253	287	585	585	NUM
epaa-5845	253	288	556	556	NUM
epaa-5845	253	289	29.2	29.2	NUM
epaa-5845	253	290	12	12	NUM
epaa-5845	253	291	4	4	NUM
epaa-5845	253	292	4	4	NUM
epaa-5845	253	293	27	27	NUM
epaa-5845	253	294	47	47	NUM
epaa-5845	253	295	total	total	ADJ
epaa-5845	253	296	2.72	2.72	NUM
epaa-5845	253	297	(	(	PUNCT
epaa-5845	253	298	39,337	39,337	NUM
epaa-5845	253	299	)	)	PUNCT
epaa-5845	253	300	568	568	NUM
epaa-5845	253	301	544	544	NUM
epaa-5845	253	302	10.65	10.65	NUM
epaa-5845	253	303	265	265	NUM
epaa-5845	253	304	100	100	NUM
epaa-5845	253	305	110	110	NUM
epaa-5845	253	306	225	225	NUM
epaa-5845	253	307	700	700	NUM
epaa-5845	253	308	engineering	engineering	NOUN
epaa-5845	253	309	(	(	PUNCT
epaa-5845	253	310	a	a	DET
epaa-5845	253	311	+	+	NOUN
epaa-5845	253	312	b	b	NOUN
epaa-5845	253	313	+	+	CCONJ
epaa-5845	253	314	c	c	X
epaa-5845	253	315	)	)	PUNCT
epaa-5845	253	316	2.59	2.59	NUM
epaa-5845	253	317	(	(	PUNCT
epaa-5845	253	318	1,917	1,917	NUM
epaa-5845	253	319	)	)	PUNCT
epaa-5845	253	320	577	577	NUM
epaa-5845	253	321	531	531	NUM
epaa-5845	253	322	10.3	10.3	NUM
epaa-5845	253	323	5	5	NUM
epaa-5845	253	324	1	1	NUM
epaa-5845	253	325	10	10	NUM
epaa-5845	253	326	16	16	NUM
epaa-5845	253	327	32	32	NUM
epaa-5845	253	328	notes	note	NOUN
epaa-5845	253	329	:	:	PUNCT
epaa-5845	253	330	ma	ma	PROPN
epaa-5845	253	331	=	=	PROPN
epaa-5845	253	332	mathematical	mathematical	PROPN
epaa-5845	253	333	aptitude	aptitude	NOUN
epaa-5845	253	334	;	;	PUNCT
epaa-5845	253	335	va	va	X
epaa-5845	253	336	=	=	PROPN
epaa-5845	253	337	verbal	verbal	ADJ
epaa-5845	253	338	aptitude	aptitude	NOUN
epaa-5845	253	339	;	;	PUNCT
epaa-5845	253	340	pws	pws	NOUN
epaa-5845	253	341	=	=	NOUN
epaa-5845	253	342	proportion	proportion	NOUN
epaa-5845	253	343	of	of	ADP
epaa-5845	253	344	course	course	NOUN
epaa-5845	253	345	withdrawals	withdrawal	NOUN
epaa-5845	253	346	;	;	PUNCT
epaa-5845	253	347	hh	hh	PROPN
epaa-5845	253	348	=	=	NOUN
epaa-5845	253	349	high	high	ADJ
epaa-5845	253	350	-	-	PUNCT
epaa-5845	253	351	high	high	ADJ
epaa-5845	253	352	;	;	PUNCT
epaa-5845	253	353	hl	hl	NOUN
epaa-5845	253	354	=	=	NOUN
epaa-5845	253	355	high	high	ADJ
epaa-5845	253	356	-	-	PUNCT
epaa-5845	253	357	low	low	ADJ
epaa-5845	253	358	;	;	PUNCT
epaa-5845	253	359	lh	lh	PROPN
epaa-5845	253	360	=	=	PUNCT
epaa-5845	253	361	low	low	ADJ
epaa-5845	253	362	-	-	PUNCT
epaa-5845	253	363	high	high	ADJ
epaa-5845	253	364	;	;	PUNCT
epaa-5845	253	365	ll	ll	NOUN
epaa-5845	253	366	=	=	PUNCT
epaa-5845	253	367	low	low	ADJ
epaa-5845	253	368	-	-	PUNCT
epaa-5845	253	369	low	low	NOUN
epaa-5845	253	370	.	.	PUNCT
epaa-5845	254	1	values	value	NOUN
epaa-5845	254	2	in	in	ADP
epaa-5845	254	3	parentheses	parenthesis	NOUN
epaa-5845	254	4	in	in	ADP
epaa-5845	254	5	the	the	DET
epaa-5845	254	6	first	first	ADJ
epaa-5845	254	7	column	column	NOUN
epaa-5845	254	8	(	(	PUNCT
epaa-5845	254	9	gpa	gpa	PROPN
epaa-5845	254	10	)	)	PUNCT
epaa-5845	254	11	represent	represent	VERB
epaa-5845	254	12	the	the	DET
epaa-5845	254	13	total	total	ADJ
epaa-5845	254	14	courses	course	NOUN
epaa-5845	254	15	offered	offer	VERB
epaa-5845	254	16	by	by	ADP
epaa-5845	254	17	the	the	DET
epaa-5845	254	18	program	program	NOUN
epaa-5845	254	19	during	during	ADP
epaa-5845	254	20	the	the	DET
epaa-5845	254	21	41	41	NUM
epaa-5845	254	22	terms	term	NOUN
epaa-5845	254	23	studied	study	VERB
epaa-5845	254	24	.	.	PUNCT
epaa-5845	255	1	education	education	NOUN
epaa-5845	255	2	policy	policy	NOUN
epaa-5845	255	3	analysis	analysis	NOUN
epaa-5845	255	4	archives	archive	NOUN
epaa-5845	255	5	vol	vol	NOUN
epaa-5845	255	6	.	.	PROPN
epaa-5845	256	1	29	29	NUM
epaa-5845	256	2	no	no	NOUN
epaa-5845	256	3	.	.	NOUN
epaa-5845	257	1	57	57	NUM
epaa-5845	257	2	14	14	NUM
epaa-5845	257	3	there	there	PRON
epaa-5845	257	4	are	be	VERB
epaa-5845	257	5	other	other	ADJ
epaa-5845	257	6	empirical	empirical	ADJ
epaa-5845	257	7	findings	finding	NOUN
epaa-5845	257	8	related	relate	VERB
epaa-5845	257	9	to	to	ADP
epaa-5845	257	10	student	student	NOUN
epaa-5845	257	11	academic	academic	ADJ
epaa-5845	257	12	ability	ability	NOUN
epaa-5845	257	13	deserving	deserve	VERB
epaa-5845	257	14	discussion	discussion	NOUN
epaa-5845	257	15	.	.	PUNCT
epaa-5845	258	1	the	the	DET
epaa-5845	258	2	physical	physical	ADJ
epaa-5845	258	3	education	education	NOUN
epaa-5845	258	4	and	and	CCONJ
epaa-5845	258	5	education	education	NOUN
epaa-5845	258	6	afs	afs	NOUN
epaa-5845	258	7	exhibit	exhibit	VERB
epaa-5845	258	8	the	the	DET
epaa-5845	258	9	highest	high	ADJ
epaa-5845	258	10	gpa	gpa	NOUN
epaa-5845	258	11	(	(	PUNCT
epaa-5845	258	12	3.35	3.35	NUM
epaa-5845	258	13	and	and	CCONJ
epaa-5845	258	14	3.21	3.21	NUM
epaa-5845	258	15	)	)	PUNCT
epaa-5845	258	16	and	and	CCONJ
epaa-5845	258	17	relatively	relatively	ADV
epaa-5845	258	18	lower	low	ADJ
epaa-5845	258	19	pws	pws	NOUN
epaa-5845	258	20	(	(	PUNCT
epaa-5845	258	21	4.62	4.62	NUM
epaa-5845	258	22	%	%	NOUN
epaa-5845	258	23	and	and	CCONJ
epaa-5845	258	24	6.41	6.41	NUM
epaa-5845	258	25	%	%	NOUN
epaa-5845	258	26	)	)	PUNCT
epaa-5845	258	27	,	,	PUNCT
epaa-5845	258	28	respectively	respectively	ADV
epaa-5845	258	29	.	.	PUNCT
epaa-5845	259	1	however	however	ADV
epaa-5845	259	2	,	,	PUNCT
epaa-5845	259	3	the	the	DET
epaa-5845	259	4	students	student	NOUN
epaa-5845	259	5	enrolled	enrol	VERB
epaa-5845	259	6	in	in	ADP
epaa-5845	259	7	their	their	PRON
epaa-5845	259	8	courses	course	NOUN
epaa-5845	259	9	are	be	AUX
epaa-5845	259	10	the	the	DET
epaa-5845	259	11	less	less	ADV
epaa-5845	259	12	academically	academically	ADV
epaa-5845	259	13	able	able	ADJ
epaa-5845	259	14	ones	one	NOUN
epaa-5845	259	15	,	,	PUNCT
epaa-5845	259	16	exhibiting	exhibit	VERB
epaa-5845	259	17	mean	mean	NOUN
epaa-5845	259	18	ma	ma	PROPN
epaa-5845	259	19	scores	score	NOUN
epaa-5845	259	20	of	of	ADP
epaa-5845	259	21	only	only	ADV
epaa-5845	259	22	524	524	NUM
epaa-5845	259	23	and	and	CCONJ
epaa-5845	259	24	523	523	NUM
epaa-5845	259	25	points	point	NOUN
epaa-5845	259	26	,	,	PUNCT
epaa-5845	259	27	respectively.10	respectively.10	ADP
epaa-5845	259	28	conversely	conversely	ADV
epaa-5845	259	29	,	,	PUNCT
epaa-5845	259	30	econ	econ	NOUN
epaa-5845	259	31	/	/	SYM
epaa-5845	259	32	stat	stat	PROPN
epaa-5845	259	33	,	,	PUNCT
epaa-5845	259	34	chemistry	chemistry	NOUN
epaa-5845	259	35	,	,	PUNCT
epaa-5845	259	36	and	and	CCONJ
epaa-5845	259	37	mathematics	mathematic	NOUN
epaa-5845	259	38	,	,	PUNCT
epaa-5845	259	39	which	which	PRON
epaa-5845	259	40	exhibit	exhibit	VERB
epaa-5845	259	41	the	the	DET
epaa-5845	259	42	respective	respective	ADJ
epaa-5845	259	43	lowest	low	ADJ
epaa-5845	259	44	gpa	gpa	PROPN
epaa-5845	259	45	(	(	PUNCT
epaa-5845	259	46	2.28	2.28	NUM
epaa-5845	259	47	,	,	PUNCT
epaa-5845	259	48	2.21	2.21	NUM
epaa-5845	259	49	and	and	CCONJ
epaa-5845	259	50	1.73	1.73	NUM
epaa-5845	259	51	)	)	PUNCT
epaa-5845	259	52	and	and	CCONJ
epaa-5845	259	53	highest	high	ADJ
epaa-5845	259	54	pws	pws	NOUN
epaa-5845	259	55	(	(	PUNCT
epaa-5845	259	56	17.4	17.4	NUM
epaa-5845	259	57	%	%	NOUN
epaa-5845	259	58	,	,	PUNCT
epaa-5845	259	59	15.1	15.1	NUM
epaa-5845	259	60	%	%	NOUN
epaa-5845	259	61	and	and	CCONJ
epaa-5845	259	62	29.2	29.2	NUM
epaa-5845	259	63	%	%	NOUN
epaa-5845	259	64	)	)	PUNCT
epaa-5845	259	65	,	,	PUNCT
epaa-5845	259	66	are	be	AUX
epaa-5845	259	67	constituted	constitute	VERB
epaa-5845	259	68	by	by	ADP
epaa-5845	259	69	more	more	ADV
epaa-5845	259	70	academically	academically	ADV
epaa-5845	259	71	able	able	ADJ
epaa-5845	259	72	students	student	NOUN
epaa-5845	259	73	given	give	VERB
epaa-5845	259	74	that	that	SCONJ
epaa-5845	259	75	their	their	PRON
epaa-5845	259	76	mean	mean	ADJ
epaa-5845	259	77	scores	score	NOUN
epaa-5845	259	78	on	on	ADP
epaa-5845	259	79	such	such	DET
epaa-5845	259	80	a	a	DET
epaa-5845	259	81	test	test	NOUN
epaa-5845	259	82	are	be	AUX
epaa-5845	259	83	592	592	NUM
epaa-5845	259	84	,	,	PUNCT
epaa-5845	259	85	597	597	NUM
epaa-5845	259	86	and	and	CCONJ
epaa-5845	259	87	585	585	NUM
epaa-5845	259	88	,	,	PUNCT
epaa-5845	259	89	respectively	respectively	ADV
epaa-5845	259	90	.	.	PUNCT
epaa-5845	260	1	therefore	therefore	ADV
epaa-5845	260	2	,	,	PUNCT
epaa-5845	260	3	the	the	DET
epaa-5845	260	4	afs	afs	NOUN
epaa-5845	260	5	at	at	ADP
epaa-5845	260	6	the	the	DET
epaa-5845	260	7	bottom	bottom	NOUN
epaa-5845	260	8	of	of	ADP
epaa-5845	260	9	the	the	DET
epaa-5845	260	10	distribution	distribution	NOUN
epaa-5845	260	11	behave	behave	VERB
epaa-5845	260	12	like	like	ADP
epaa-5845	260	13	the	the	DET
epaa-5845	260	14	more	more	ADV
epaa-5845	260	15	competitive	competitive	ADJ
epaa-5845	260	16	.	.	PUNCT
epaa-5845	261	1	nonetheless	nonetheless	ADV
epaa-5845	261	2	,	,	PUNCT
epaa-5845	261	3	among	among	ADP
epaa-5845	261	4	the	the	DET
epaa-5845	261	5	afs	afs	NOUN
epaa-5845	261	6	at	at	ADP
epaa-5845	261	7	the	the	DET
epaa-5845	261	8	top	top	NOUN
epaa-5845	261	9	,	,	PUNCT
epaa-5845	261	10	the	the	DET
epaa-5845	261	11	opposite	opposite	ADJ
epaa-5845	261	12	occurs	occur	VERB
epaa-5845	261	13	.	.	PUNCT
epaa-5845	262	1	apparently	apparently	ADV
epaa-5845	262	2	,	,	PUNCT
epaa-5845	262	3	there	there	PRON
epaa-5845	262	4	is	be	VERB
epaa-5845	262	5	a	a	DET
epaa-5845	262	6	self	self	NOUN
epaa-5845	262	7	-	-	PUNCT
epaa-5845	262	8	sorting	sort	VERB
epaa-5845	262	9	process	process	NOUN
epaa-5845	262	10	matching	match	VERB
epaa-5845	262	11	academically	academically	ADV
epaa-5845	262	12	ablest	able	ADJ
epaa-5845	262	13	students	student	NOUN
epaa-5845	262	14	to	to	ADP
epaa-5845	262	15	low	low	ADV
epaa-5845	262	16	-	-	PUNCT
epaa-5845	262	17	grading	grade	VERB
epaa-5845	262	18	and	and	CCONJ
epaa-5845	262	19	more	more	ADV
epaa-5845	262	20	difficult	difficult	ADJ
epaa-5845	262	21	academic	academic	ADJ
epaa-5845	262	22	content	content	NOUN
epaa-5845	262	23	courses	course	NOUN
epaa-5845	262	24	and	and	CCONJ
epaa-5845	262	25	less	less	ADV
epaa-5845	262	26	academically	academically	ADV
epaa-5845	262	27	able	able	ADJ
epaa-5845	262	28	students	student	NOUN
epaa-5845	262	29	to	to	ADP
epaa-5845	262	30	high	high	ADV
epaa-5845	262	31	-	-	PUNCT
epaa-5845	262	32	grading	grade	VERB
epaa-5845	262	33	and	and	CCONJ
epaa-5845	262	34	less	less	ADV
epaa-5845	262	35	difficult	difficult	ADJ
epaa-5845	262	36	content	content	NOUN
epaa-5845	262	37	ones	one	NOUN
epaa-5845	262	38	.	.	PUNCT
epaa-5845	263	1	evidence	evidence	NOUN
epaa-5845	263	2	also	also	ADV
epaa-5845	263	3	points	point	VERB
epaa-5845	263	4	to	to	ADP
epaa-5845	263	5	the	the	DET
epaa-5845	263	6	conclusion	conclusion	NOUN
epaa-5845	263	7	that	that	SCONJ
epaa-5845	263	8	the	the	DET
epaa-5845	263	9	distributions	distribution	NOUN
epaa-5845	263	10	of	of	ADP
epaa-5845	263	11	gpa	gpa	PROPN
epaa-5845	263	12	and	and	CCONJ
epaa-5845	263	13	ws	ws	NOUN
epaa-5845	263	14	prevailing	prevail	VERB
epaa-5845	263	15	in	in	ADP
epaa-5845	263	16	each	each	DET
epaa-5845	263	17	af	af	NOUN
epaa-5845	263	18	guide	guide	VERB
epaa-5845	263	19	the	the	DET
epaa-5845	263	20	incentive	incentive	NOUN
epaa-5845	263	21	mechanism	mechanism	NOUN
epaa-5845	263	22	process	process	NOUN
epaa-5845	263	23	.	.	PUNCT
epaa-5845	264	1	thus	thus	ADV
epaa-5845	264	2	,	,	PUNCT
epaa-5845	264	3	for	for	ADP
epaa-5845	264	4	students	student	NOUN
epaa-5845	264	5	,	,	PUNCT
epaa-5845	264	6	the	the	DET
epaa-5845	264	7	attractiveness	attractiveness	NOUN
epaa-5845	264	8	of	of	ADP
epaa-5845	264	9	grades	grade	NOUN
epaa-5845	264	10	is	be	AUX
epaa-5845	264	11	a	a	DET
epaa-5845	264	12	powerful	powerful	ADJ
epaa-5845	264	13	and	and	CCONJ
epaa-5845	264	14	convincing	convincing	ADJ
epaa-5845	264	15	incentive	incentive	NOUN
epaa-5845	264	16	that	that	SCONJ
epaa-5845	264	17	afs	afs	NOUN
epaa-5845	264	18	are	be	AUX
epaa-5845	264	19	using	use	VERB
epaa-5845	264	20	as	as	ADP
epaa-5845	264	21	an	an	DET
epaa-5845	264	22	input	input	NOUN
epaa-5845	264	23	into	into	ADP
epaa-5845	264	24	their	their	PRON
epaa-5845	264	25	processes	process	NOUN
epaa-5845	264	26	of	of	ADP
epaa-5845	264	27	recruiting	recruiting	NOUN
epaa-5845	264	28	,	,	PUNCT
epaa-5845	264	29	retaining	retaining	NOUN
epaa-5845	264	30	,	,	PUNCT
epaa-5845	264	31	and	and	CCONJ
epaa-5845	264	32	graduating	graduate	VERB
epaa-5845	264	33	students	student	NOUN
epaa-5845	264	34	(	(	PUNCT
epaa-5845	264	35	matos	matos	ADJ
epaa-5845	264	36	-	-	NOUN
epaa-5845	264	37	díaz	díaz	ADJ
epaa-5845	264	38	,	,	PUNCT
epaa-5845	264	39	2012	2012	NUM
epaa-5845	264	40	)	)	PUNCT
epaa-5845	264	41	.	.	PUNCT
epaa-5845	265	1	to	to	PART
epaa-5845	265	2	contextualize	contextualize	VERB
epaa-5845	265	3	these	these	DET
epaa-5845	265	4	results	result	NOUN
epaa-5845	265	5	,	,	PUNCT
epaa-5845	265	6	it	it	PRON
epaa-5845	265	7	would	would	AUX
epaa-5845	265	8	be	be	AUX
epaa-5845	265	9	convenient	convenient	ADJ
epaa-5845	265	10	to	to	PART
epaa-5845	265	11	analyze	analyze	VERB
epaa-5845	265	12	the	the	DET
epaa-5845	265	13	relationship	relationship	NOUN
epaa-5845	265	14	among	among	ADP
epaa-5845	265	15	student	student	NOUN
epaa-5845	265	16	academic	academic	ADJ
epaa-5845	265	17	ability	ability	NOUN
epaa-5845	265	18	proxies	proxy	NOUN
epaa-5845	265	19	,	,	PUNCT
epaa-5845	265	20	gpa	gpa	PROPN
epaa-5845	265	21	,	,	PUNCT
epaa-5845	265	22	and	and	CCONJ
epaa-5845	265	23	ws	ws	NOUN
epaa-5845	265	24	through	through	ADP
epaa-5845	265	25	time	time	NOUN
epaa-5845	265	26	.	.	PUNCT
epaa-5845	266	1	the	the	DET
epaa-5845	266	2	best	well	ADV
epaa-5845	266	3	available	available	ADJ
epaa-5845	266	4	student	student	NOUN
epaa-5845	266	5	academic	academic	ADJ
epaa-5845	266	6	ability	ability	NOUN
epaa-5845	266	7	proxies	proxy	NOUN
epaa-5845	266	8	come	come	VERB
epaa-5845	266	9	from	from	ADP
epaa-5845	266	10	the	the	DET
epaa-5845	266	11	mean	mean	ADJ
epaa-5845	266	12	score	score	NOUN
epaa-5845	266	13	of	of	ADP
epaa-5845	266	14	the	the	DET
epaa-5845	266	15	mathematical	mathematical	ADJ
epaa-5845	266	16	and	and	CCONJ
epaa-5845	266	17	verbal	verbal	ADJ
epaa-5845	266	18	aptitude	aptitude	NOUN
epaa-5845	266	19	tests	test	NOUN
epaa-5845	266	20	computed	compute	VERB
epaa-5845	266	21	over	over	ADP
epaa-5845	266	22	the	the	DET
epaa-5845	266	23	41	41	NUM
epaa-5845	266	24	terms	term	NOUN
epaa-5845	266	25	.	.	PUNCT
epaa-5845	267	1	figures	figure	NOUN
epaa-5845	267	2	appendixes	appendix	NOUN
epaa-5845	267	3	3	3	NUM
epaa-5845	267	4	and	and	CCONJ
epaa-5845	267	5	4	4	NUM
epaa-5845	267	6	clearly	clearly	ADV
epaa-5845	267	7	depict	depict	VERB
epaa-5845	267	8	the	the	DET
epaa-5845	267	9	growth	growth	NOUN
epaa-5845	267	10	-	-	PUNCT
epaa-5845	267	11	path	path	NOUN
epaa-5845	267	12	of	of	ADP
epaa-5845	267	13	the	the	DET
epaa-5845	267	14	student	student	NOUN
epaa-5845	267	15	academic	academic	ADJ
epaa-5845	267	16	ability	ability	NOUN
epaa-5845	267	17	proxies	proxy	NOUN
epaa-5845	267	18	,	,	PUNCT
epaa-5845	267	19	as	as	ADV
epaa-5845	267	20	well	well	ADV
epaa-5845	267	21	as	as	ADP
epaa-5845	267	22	the	the	DET
epaa-5845	267	23	gpa	gpa	PROPN
epaa-5845	267	24	and	and	CCONJ
epaa-5845	267	25	pws	pws	NOUN
epaa-5845	267	26	.	.	PUNCT
epaa-5845	268	1	four	four	NUM
epaa-5845	268	2	proxies	proxy	NOUN
epaa-5845	268	3	are	be	AUX
epaa-5845	268	4	used	use	VERB
epaa-5845	268	5	to	to	PART
epaa-5845	268	6	measure	measure	VERB
epaa-5845	268	7	student	student	NOUN
epaa-5845	268	8	academic	academic	ADJ
epaa-5845	268	9	ability	ability	NOUN
epaa-5845	268	10	at	at	ADP
epaa-5845	268	11	the	the	DET
epaa-5845	268	12	course	course	NOUN
epaa-5845	268	13	level	level	NOUN
epaa-5845	268	14	:	:	PUNCT
epaa-5845	268	15	gai	gai	X
epaa-5845	268	16	(	(	PUNCT
epaa-5845	268	17	see	see	VERB
epaa-5845	268	18	footnote	footnote	NOUN
epaa-5845	268	19	2	2	NUM
epaa-5845	268	20	)	)	PUNCT
epaa-5845	268	21	,	,	PUNCT
epaa-5845	268	22	high	high	ADJ
epaa-5845	268	23	school	school	NOUN
epaa-5845	268	24	gpa	gpa	PROPN
epaa-5845	268	25	(	(	PUNCT
epaa-5845	268	26	hsgpa	hsgpa	PROPN
epaa-5845	268	27	)	)	PUNCT
epaa-5845	268	28	,	,	PUNCT
epaa-5845	268	29	as	as	ADV
epaa-5845	268	30	well	well	ADV
epaa-5845	268	31	as	as	ADP
epaa-5845	268	32	mathematics	mathematic	NOUN
epaa-5845	268	33	and	and	CCONJ
epaa-5845	268	34	verbal	verbal	ADJ
epaa-5845	268	35	aptitude	aptitude	NOUN
epaa-5845	268	36	.	.	PUNCT
epaa-5845	269	1	although	although	SCONJ
epaa-5845	269	2	gai	gai	NOUN
epaa-5845	269	3	exhibits	exhibit	VERB
epaa-5845	269	4	an	an	DET
epaa-5845	269	5	increasing	increase	VERB
epaa-5845	269	6	tendency	tendency	NOUN
epaa-5845	269	7	over	over	ADP
epaa-5845	269	8	time	time	NOUN
epaa-5845	269	9	,	,	PUNCT
epaa-5845	269	10	it	it	PRON
epaa-5845	269	11	should	should	AUX
epaa-5845	269	12	be	be	AUX
epaa-5845	269	13	mentioned	mention	VERB
epaa-5845	269	14	that	that	SCONJ
epaa-5845	269	15	such	such	DET
epaa-5845	269	16	a	a	DET
epaa-5845	269	17	tendency	tendency	NOUN
epaa-5845	269	18	is	be	AUX
epaa-5845	269	19	pushed	push	VERB
epaa-5845	269	20	by	by	ADP
epaa-5845	269	21	the	the	DET
epaa-5845	269	22	self	self	NOUN
epaa-5845	269	23	-	-	PUNCT
epaa-5845	269	24	sustained	sustain	VERB
epaa-5845	269	25	growth	growth	NOUN
epaa-5845	269	26	-	-	PUNCT
epaa-5845	269	27	path	path	NOUN
epaa-5845	269	28	of	of	ADP
epaa-5845	269	29	hsgpa	hsgpa	NOUN
epaa-5845	269	30	,	,	PUNCT
epaa-5845	269	31	which	which	PRON
epaa-5845	269	32	increases	increase	VERB
epaa-5845	269	33	over	over	ADP
epaa-5845	269	34	time	time	NOUN
epaa-5845	269	35	(	(	PUNCT
epaa-5845	269	36	implying	imply	VERB
epaa-5845	269	37	grade	grade	NOUN
epaa-5845	269	38	inflation	inflation	NOUN
epaa-5845	269	39	)	)	PUNCT
epaa-5845	269	40	.	.	PUNCT
epaa-5845	270	1	however	however	ADV
epaa-5845	270	2	,	,	PUNCT
epaa-5845	270	3	according	accord	VERB
epaa-5845	270	4	to	to	ADP
epaa-5845	270	5	mathematics	mathematic	NOUN
epaa-5845	270	6	and	and	CCONJ
epaa-5845	270	7	verbal	verbal	ADJ
epaa-5845	270	8	aptitude	aptitude	NOUN
epaa-5845	270	9	figures	figure	NOUN
epaa-5845	270	10	,	,	PUNCT
epaa-5845	270	11	student	student	NOUN
epaa-5845	270	12	academic	academic	ADJ
epaa-5845	270	13	ability	ability	NOUN
epaa-5845	270	14	decreases	decrease	VERB
epaa-5845	270	15	over	over	ADP
epaa-5845	270	16	time.11	time.11	NOUN
epaa-5845	270	17	therefore	therefore	ADV
epaa-5845	270	18	,	,	PUNCT
epaa-5845	270	19	it	it	PRON
epaa-5845	270	20	is	be	AUX
epaa-5845	270	21	expected	expect	VERB
epaa-5845	270	22	that	that	SCONJ
epaa-5845	270	23	gpa	gpa	PROPN
epaa-5845	270	24	goes	go	VERB
epaa-5845	270	25	down	down	ADP
epaa-5845	270	26	and	and	CCONJ
epaa-5845	270	27	pws	pws	NOUN
epaa-5845	270	28	goes	go	VERB
epaa-5845	270	29	up	up	ADP
epaa-5845	270	30	.	.	PUNCT
epaa-5845	271	1	however	however	ADV
epaa-5845	271	2	,	,	PUNCT
epaa-5845	271	3	quite	quite	DET
epaa-5845	271	4	the	the	DET
epaa-5845	271	5	opposite	opposite	ADJ
epaa-5845	271	6	occurs	occur	VERB
epaa-5845	271	7	.	.	PUNCT
epaa-5845	272	1	the	the	DET
epaa-5845	272	2	gpa	gpa	PROPN
epaa-5845	272	3	increasing	increase	VERB
epaa-5845	272	4	tendency	tendency	NOUN
epaa-5845	272	5	without	without	ADP
epaa-5845	272	6	a	a	DET
epaa-5845	272	7	concomitant	concomitant	ADJ
epaa-5845	272	8	increase	increase	NOUN
epaa-5845	272	9	in	in	ADP
epaa-5845	272	10	student	student	NOUN
epaa-5845	272	11	quality	quality	NOUN
epaa-5845	272	12	points	point	NOUN
epaa-5845	272	13	to	to	ADP
epaa-5845	272	14	grade	grade	NOUN
epaa-5845	272	15	inflation	inflation	NOUN
epaa-5845	272	16	.	.	PUNCT
epaa-5845	273	1	meanwhile	meanwhile	ADV
epaa-5845	273	2	,	,	PUNCT
epaa-5845	273	3	the	the	DET
epaa-5845	273	4	decreasing	decrease	VERB
epaa-5845	273	5	tendency	tendency	NOUN
epaa-5845	273	6	of	of	ADP
epaa-5845	273	7	pws	pws	NOUN
epaa-5845	273	8	points	point	NOUN
epaa-5845	273	9	to	to	ADP
epaa-5845	273	10	the	the	DET
epaa-5845	273	11	existence	existence	NOUN
epaa-5845	273	12	of	of	ADP
epaa-5845	273	13	a	a	DET
epaa-5845	273	14	potentially	potentially	ADV
epaa-5845	273	15	even	even	ADV
epaa-5845	273	16	greater	great	ADJ
epaa-5845	273	17	problem	problem	NOUN
epaa-5845	273	18	:	:	PUNCT
epaa-5845	273	19	diminishing	diminish	VERB
epaa-5845	273	20	academic	academic	ADJ
epaa-5845	273	21	standards	standard	NOUN
epaa-5845	273	22	through	through	ADP
epaa-5845	273	23	time	time	NOUN
epaa-5845	273	24	.	.	PUNCT
epaa-5845	274	1	the	the	DET
epaa-5845	274	2	distribution	distribution	NOUN
epaa-5845	274	3	of	of	ADP
epaa-5845	274	4	instructors	instructor	NOUN
epaa-5845	274	5	by	by	ADP
epaa-5845	274	6	cross	cros	NOUN
epaa-5845	274	7	-	-	NOUN
epaa-5845	274	8	categories	category	NOUN
epaa-5845	274	9	(	(	PUNCT
epaa-5845	274	10	hl	hl	NOUN
epaa-5845	274	11	and	and	CCONJ
epaa-5845	274	12	lh	lh	PROPN
epaa-5845	274	13	)	)	PUNCT
epaa-5845	274	14	behaves	behave	VERB
epaa-5845	274	15	as	as	SCONJ
epaa-5845	274	16	hypothesized	hypothesize	VERB
epaa-5845	274	17	.	.	PUNCT
epaa-5845	275	1	according	accord	VERB
epaa-5845	275	2	to	to	ADP
epaa-5845	275	3	table	table	NOUN
epaa-5845	275	4	2	2	NUM
epaa-5845	275	5	,	,	PUNCT
epaa-5845	275	6	the	the	DET
epaa-5845	275	7	majority	majority	NOUN
epaa-5845	275	8	(	(	PUNCT
epaa-5845	275	9	70	70	NUM
epaa-5845	275	10	%	%	NOUN
epaa-5845	275	11	)	)	PUNCT
epaa-5845	275	12	of	of	ADP
epaa-5845	275	13	the	the	DET
epaa-5845	275	14	hl	hl	NOUN
epaa-5845	275	15	instructors	instructor	NOUN
epaa-5845	275	16	is	be	AUX
epaa-5845	275	17	concentrated	concentrate	VERB
epaa-5845	275	18	in	in	ADP
epaa-5845	275	19	five	five	NUM
epaa-5845	275	20	of	of	ADP
epaa-5845	275	21	the	the	DET
epaa-5845	275	22	first	first	ADJ
epaa-5845	275	23	seven	seven	NUM
epaa-5845	275	24	afs	afs	NOUN
epaa-5845	275	25	at	at	ADP
epaa-5845	275	26	the	the	DET
epaa-5845	275	27	top	top	NOUN
epaa-5845	275	28	of	of	ADP
epaa-5845	275	29	the	the	DET
epaa-5845	275	30	distribution	distribution	NOUN
epaa-5845	275	31	(	(	PUNCT
epaa-5845	275	32	physical	physical	ADJ
epaa-5845	275	33	education	education	NOUN
epaa-5845	275	34	(	(	PUNCT
epaa-5845	275	35	15	15	NUM
epaa-5845	275	36	)	)	PUNCT
epaa-5845	275	37	,	,	PUNCT
epaa-5845	275	38	education	education	NOUN
epaa-5845	275	39	(	(	PUNCT
epaa-5845	275	40	16	16	NUM
epaa-5845	275	41	)	)	PUNCT
epaa-5845	275	42	,	,	PUNCT
epaa-5845	275	43	social	social	ADJ
epaa-5845	275	44	sciences	science	NOUN
epaa-5845	275	45	(	(	PUNCT
epaa-5845	275	46	13	13	NUM
epaa-5845	275	47	)	)	PUNCT
epaa-5845	275	48	,	,	PUNCT
epaa-5845	275	49	english	english	NOUN
epaa-5845	275	50	(	(	PUNCT
epaa-5845	275	51	14	14	NUM
epaa-5845	275	52	)	)	PUNCT
epaa-5845	275	53	,	,	PUNCT
epaa-5845	275	54	and	and	CCONJ
epaa-5845	275	55	humanities	humanity	NOUN
epaa-5845	275	56	(	(	PUNCT
epaa-5845	275	57	12	12	NUM
epaa-5845	275	58	)	)	PUNCT
epaa-5845	275	59	)	)	PUNCT
epaa-5845	275	60	.	.	PUNCT
epaa-5845	276	1	the	the	DET
epaa-5845	276	2	respective	respective	ADJ
epaa-5845	276	3	numbers	number	NOUN
epaa-5845	276	4	of	of	ADP
epaa-5845	276	5	hh	hh	ADJ
epaa-5845	276	6	instructors	instructor	NOUN
epaa-5845	276	7	of	of	ADP
epaa-5845	276	8	these	these	DET
epaa-5845	276	9	afs	afs	NOUN
epaa-5845	276	10	(	(	PUNCT
epaa-5845	276	11	18	18	NUM
epaa-5845	276	12	,	,	PUNCT
epaa-5845	276	13	34	34	NUM
epaa-5845	276	14	,	,	PUNCT
epaa-5845	276	15	35	35	NUM
epaa-5845	276	16	,	,	PUNCT
epaa-5845	276	17	57	57	NUM
epaa-5845	276	18	,	,	PUNCT
epaa-5845	276	19	and	and	CCONJ
epaa-5845	276	20	18	18	NUM
epaa-5845	276	21	)	)	PUNCT
epaa-5845	276	22	totalize	totalize	VERB
epaa-5845	276	23	162	162	NUM
epaa-5845	276	24	,	,	PUNCT
epaa-5845	276	25	which	which	PRON
epaa-5845	276	26	represent	represent	VERB
epaa-5845	276	27	61	61	NUM
epaa-5845	276	28	%	%	NOUN
epaa-5845	276	29	(	(	PUNCT
epaa-5845	276	30	162/265	162/265	PROPN
epaa-5845	276	31	)	)	PUNCT
epaa-5845	276	32	of	of	ADP
epaa-5845	276	33	the	the	DET
epaa-5845	276	34	total	total	ADJ
epaa-5845	276	35	hh	hh	PROPN
epaa-5845	276	36	instructors	instructor	NOUN
epaa-5845	276	37	.	.	PUNCT
epaa-5845	277	1	thus	thus	ADV
epaa-5845	277	2	,	,	PUNCT
epaa-5845	277	3	these	these	DET
epaa-5845	277	4	afs	afs	NOUN
epaa-5845	277	5	behave	behave	VERB
epaa-5845	277	6	like	like	ADP
epaa-5845	277	7	the	the	DET
epaa-5845	277	8	less	less	ADV
epaa-5845	277	9	competitive	competitive	ADJ
epaa-5845	277	10	.	.	PUNCT
epaa-5845	278	1	hence	hence	ADV
epaa-5845	278	2	,	,	PUNCT
epaa-5845	278	3	not	not	PART
epaa-5845	278	4	only	only	ADV
epaa-5845	278	5	are	be	AUX
epaa-5845	278	6	the	the	DET
epaa-5845	278	7	academic	academic	ADJ
epaa-5845	278	8	departments	department	NOUN
epaa-5845	278	9	using	use	VERB
epaa-5845	278	10	the	the	DET
epaa-5845	278	11	attractiveness	attractiveness	NOUN
epaa-5845	278	12	of	of	ADP
epaa-5845	278	13	grades	grade	NOUN
epaa-5845	278	14	as	as	ADP
epaa-5845	278	15	mechanisms	mechanism	NOUN
epaa-5845	278	16	for	for	ADP
epaa-5845	278	17	recruiting	recruit	VERB
epaa-5845	278	18	students	student	NOUN
epaa-5845	278	19	but	but	CCONJ
epaa-5845	278	20	also	also	ADV
epaa-5845	278	21	the	the	DET
epaa-5845	278	22	faculty	faculty	NOUN
epaa-5845	278	23	members	member	NOUN
epaa-5845	278	24	are	be	AUX
epaa-5845	278	25	doing	do	VERB
epaa-5845	278	26	the	the	DET
epaa-5845	278	27	same	same	ADJ
epaa-5845	278	28	within	within	ADP
epaa-5845	278	29	their	their	PRON
epaa-5845	278	30	afs	afs	NOUN
epaa-5845	278	31	.	.	PUNCT
epaa-5845	279	1	thus	thus	ADV
epaa-5845	279	2	,	,	PUNCT
epaa-5845	279	3	students	student	NOUN
epaa-5845	279	4	are	be	AUX
epaa-5845	279	5	free	free	ADJ
epaa-5845	279	6	to	to	PART
epaa-5845	279	7	choose	choose	VERB
epaa-5845	279	8	among	among	ADP
epaa-5845	279	9	the	the	DET
epaa-5845	279	10	easier	easy	ADJ
epaa-5845	279	11	10	10	NUM
epaa-5845	279	12	these	these	DET
epaa-5845	279	13	results	result	NOUN
epaa-5845	279	14	are	be	AUX
epaa-5845	279	15	in	in	ADP
epaa-5845	279	16	accordance	accordance	NOUN
epaa-5845	279	17	with	with	ADP
epaa-5845	279	18	the	the	DET
epaa-5845	279	19	earliest	early	ADJ
epaa-5845	279	20	findings	finding	NOUN
epaa-5845	279	21	reported	report	VERB
epaa-5845	279	22	by	by	ADP
epaa-5845	279	23	weiss	weiss	PROPN
epaa-5845	279	24	&	&	CCONJ
epaa-5845	279	25	rasmussen	rasmussen	PROPN
epaa-5845	279	26	(	(	PUNCT
epaa-5845	279	27	1960	1960	NUM
epaa-5845	279	28	)	)	PUNCT
epaa-5845	279	29	,	,	PUNCT
epaa-5845	279	30	and	and	CCONJ
epaa-5845	279	31	with	with	ADP
epaa-5845	279	32	more	more	ADV
epaa-5845	279	33	recent	recent	ADJ
epaa-5845	279	34	ones	one	NOUN
epaa-5845	279	35	from	from	ADP
epaa-5845	279	36	u.s	u.s	PROPN
epaa-5845	279	37	.	.	PROPN
epaa-5845	279	38	public	public	ADJ
epaa-5845	279	39	universities	university	NOUN
epaa-5845	279	40	(	(	PUNCT
epaa-5845	279	41	koedel	koedel	NOUN
epaa-5845	279	42	,	,	PUNCT
epaa-5845	279	43	2011	2011	NUM
epaa-5845	279	44	)	)	PUNCT
epaa-5845	279	45	.	.	PUNCT
epaa-5845	280	1	using	use	VERB
epaa-5845	280	2	data	datum	NOUN
epaa-5845	280	3	from	from	ADP
epaa-5845	280	4	indiana	indiana	PROPN
epaa-5845	280	5	universitybloomington	universitybloomington	PROPN
epaa-5845	280	6	,	,	PUNCT
epaa-5845	280	7	miami	miami	PROPN
epaa-5845	280	8	university	university	PROPN
epaa-5845	280	9	-	-	PUNCT
epaa-5845	280	10	ohio	ohio	PROPN
epaa-5845	280	11	,	,	PUNCT
epaa-5845	280	12	and	and	CCONJ
epaa-5845	280	13	the	the	DET
epaa-5845	280	14	university	university	PROPN
epaa-5845	280	15	of	of	ADP
epaa-5845	280	16	missouri	missouri	PROPN
epaa-5845	280	17	-	-	PROPN
epaa-5845	280	18	columbia	columbia	PROPN
epaa-5845	280	19	,	,	PUNCT
epaa-5845	280	20	koedel	koedel	NOUN
epaa-5845	280	21	(	(	PUNCT
epaa-5845	280	22	2011	2011	NUM
epaa-5845	280	23	)	)	PUNCT
epaa-5845	280	24	shows	show	VERB
epaa-5845	280	25	that	that	SCONJ
epaa-5845	280	26	,	,	PUNCT
epaa-5845	280	27	compared	compare	VERB
epaa-5845	280	28	to	to	ADP
epaa-5845	280	29	the	the	DET
epaa-5845	280	30	departments	department	NOUN
epaa-5845	280	31	of	of	ADP
epaa-5845	280	32	mathematics	mathematic	NOUN
epaa-5845	280	33	,	,	PUNCT
epaa-5845	280	34	sciences	science	NOUN
epaa-5845	280	35	,	,	PUNCT
epaa-5845	280	36	and	and	CCONJ
epaa-5845	280	37	economics	economic	NOUN
epaa-5845	280	38	;	;	PUNCT
epaa-5845	280	39	humanities	humanity	NOUN
epaa-5845	280	40	;	;	PUNCT
epaa-5845	280	41	and	and	CCONJ
epaa-5845	280	42	social	social	ADJ
epaa-5845	280	43	sciences	science	NOUN
epaa-5845	280	44	,	,	PUNCT
epaa-5845	280	45	the	the	DET
epaa-5845	280	46	departments	department	NOUN
epaa-5845	280	47	of	of	ADP
epaa-5845	280	48	education	education	NOUN
epaa-5845	280	49	exhibit	exhibit	VERB
epaa-5845	280	50	significantly	significantly	ADV
epaa-5845	280	51	greater	great	ADJ
epaa-5845	280	52	gpas	gpa	NOUN
epaa-5845	280	53	.	.	PUNCT
epaa-5845	281	1	the	the	DET
epaa-5845	281	2	respective	respective	ADJ
epaa-5845	281	3	gpa	gpa	PROPN
epaa-5845	281	4	gaps	gap	NOUN
epaa-5845	281	5	range	range	VERB
epaa-5845	281	6	from	from	ADP
epaa-5845	281	7	0.61	0.61	NUM
epaa-5845	281	8	,	,	PUNCT
epaa-5845	281	9	0.59	0.59	NUM
epaa-5845	281	10	,	,	PUNCT
epaa-5845	281	11	and	and	CCONJ
epaa-5845	281	12	0.49	0.49	NUM
epaa-5845	281	13	grade	grade	NOUN
epaa-5845	281	14	points	point	NOUN
epaa-5845	281	15	in	in	ADP
epaa-5845	281	16	bloomington	bloomington	NOUN
epaa-5845	281	17	;	;	PUNCT
epaa-5845	281	18	0.82	0.82	NUM
epaa-5845	281	19	,	,	PUNCT
epaa-5845	281	20	0.53	0.53	NUM
epaa-5845	281	21	,	,	PUNCT
epaa-5845	281	22	and	and	CCONJ
epaa-5845	281	23	0.68	0.68	NUM
epaa-5845	281	24	grade	grade	NOUN
epaa-5845	281	25	points	point	NOUN
epaa-5845	281	26	in	in	ADP
epaa-5845	281	27	ohio	ohio	PROPN
epaa-5845	281	28	,	,	PUNCT
epaa-5845	281	29	as	as	ADV
epaa-5845	281	30	well	well	ADV
epaa-5845	281	31	as	as	ADP
epaa-5845	281	32	0.81	0.81	NUM
epaa-5845	281	33	,	,	PUNCT
epaa-5845	281	34	0.64	0.64	NUM
epaa-5845	281	35	,	,	PUNCT
epaa-5845	281	36	and	and	CCONJ
epaa-5845	281	37	0.68	0.68	NUM
epaa-5845	281	38	grade	grade	NOUN
epaa-5845	281	39	points	point	NOUN
epaa-5845	281	40	in	in	ADP
epaa-5845	281	41	columbia	columbia	PROPN
epaa-5845	281	42	.	.	PUNCT
epaa-5845	282	1	11	11	NUM
epaa-5845	283	1	the	the	DET
epaa-5845	283	2	decreasing	decrease	VERB
epaa-5845	283	3	tendency	tendency	NOUN
epaa-5845	283	4	in	in	ADP
epaa-5845	283	5	the	the	DET
epaa-5845	283	6	mathematical	mathematical	ADJ
epaa-5845	283	7	aptitude	aptitude	NOUN
epaa-5845	283	8	test	test	NOUN
epaa-5845	283	9	scores	score	NOUN
epaa-5845	283	10	reported	report	VERB
epaa-5845	283	11	in	in	ADP
epaa-5845	283	12	this	this	DET
epaa-5845	283	13	study	study	NOUN
epaa-5845	283	14	has	have	AUX
epaa-5845	283	15	also	also	ADV
epaa-5845	283	16	been	be	AUX
epaa-5845	283	17	documented	document	VERB
epaa-5845	283	18	at	at	ADP
epaa-5845	283	19	the	the	DET
epaa-5845	283	20	international	international	ADJ
epaa-5845	283	21	level	level	NOUN
epaa-5845	283	22	,	,	PUNCT
epaa-5845	283	23	particularly	particularly	ADV
epaa-5845	283	24	in	in	ADP
epaa-5845	283	25	evidence	evidence	NOUN
epaa-5845	283	26	from	from	ADP
epaa-5845	283	27	norway	norway	PROPN
epaa-5845	283	28	.	.	PUNCT
epaa-5845	284	1	for	for	ADP
epaa-5845	284	2	details	detail	NOUN
epaa-5845	284	3	,	,	PUNCT
epaa-5845	284	4	refer	refer	VERB
epaa-5845	284	5	to	to	ADP
epaa-5845	284	6	bratsberg	bratsberg	PROPN
epaa-5845	284	7	&	&	CCONJ
epaa-5845	284	8	rogeberg	rogeberg	PROPN
epaa-5845	284	9	(	(	PUNCT
epaa-5845	284	10	2018	2018	NUM
epaa-5845	284	11	)	)	PUNCT
epaa-5845	284	12	and	and	CCONJ
epaa-5845	284	13	the	the	DET
epaa-5845	284	14	references	reference	NOUN
epaa-5845	284	15	cited	cite	VERB
epaa-5845	284	16	therein	therein	ADV
epaa-5845	284	17	.	.	PUNCT
epaa-5845	285	1	taxonomy	taxonomy	NOUN
epaa-5845	285	2	of	of	ADP
epaa-5845	285	3	grading	grade	VERB
epaa-5845	285	4	practices	practice	NOUN
epaa-5845	285	5	in	in	ADP
epaa-5845	285	6	the	the	DET
epaa-5845	285	7	university	university	NOUN
epaa-5845	285	8	of	of	ADP
epaa-5845	285	9	puerto	puerto	PROPN
epaa-5845	285	10	rico	rico	PROPN
epaa-5845	285	11	at	at	ADP
epaa-5845	285	12	bayamón	bayamón	NOUN
epaa-5845	285	13	,	,	PUNCT
epaa-5845	285	14	1995	1995	NUM
epaa-5845	285	15	-	-	SYM
epaa-5845	285	16	96	96	NUM
epaa-5845	285	17	to	to	ADP
epaa-5845	285	18	2015	2015	NUM
epaa-5845	285	19	-16	-16	SYM
epaa-5845	285	20	15	15	NUM
epaa-5845	285	21	instructors	instructor	NOUN
epaa-5845	285	22	when	when	SCONJ
epaa-5845	285	23	looking	look	VERB
epaa-5845	285	24	for	for	ADP
epaa-5845	285	25	better	well	ADJ
epaa-5845	285	26	grades	grade	NOUN
epaa-5845	285	27	,	,	PUNCT
epaa-5845	285	28	even	even	ADV
epaa-5845	285	29	though	though	SCONJ
epaa-5845	285	30	the	the	DET
epaa-5845	285	31	price	price	NOUN
epaa-5845	285	32	to	to	PART
epaa-5845	285	33	pay	pay	VERB
epaa-5845	285	34	would	would	AUX
epaa-5845	285	35	be	be	AUX
epaa-5845	285	36	an	an	DET
epaa-5845	285	37	increase	increase	NOUN
epaa-5845	285	38	in	in	ADP
epaa-5845	285	39	ws	ws	NOUN
epaa-5845	285	40	.	.	PUNCT
epaa-5845	286	1	therefore	therefore	ADV
epaa-5845	286	2	,	,	PUNCT
epaa-5845	286	3	conjecture	conjecture	VERB
epaa-5845	286	4	one	one	NUM
epaa-5845	286	5	(	(	PUNCT
epaa-5845	286	6	c1	c1	NOUN
epaa-5845	286	7	)	)	PUNCT
epaa-5845	286	8	can	can	AUX
epaa-5845	286	9	not	not	PART
epaa-5845	286	10	be	be	AUX
epaa-5845	286	11	rejected	reject	VERB
epaa-5845	286	12	.	.	PUNCT
epaa-5845	287	1	on	on	ADP
epaa-5845	287	2	the	the	DET
epaa-5845	287	3	other	other	ADJ
epaa-5845	287	4	hand	hand	NOUN
epaa-5845	287	5	,	,	PUNCT
epaa-5845	287	6	the	the	DET
epaa-5845	287	7	majority	majority	NOUN
epaa-5845	287	8	(	(	PUNCT
epaa-5845	287	9	)	)	PUNCT
epaa-5845	287	10	58	58	NUM
epaa-5845	287	11	110	110	NUM
epaa-5845	287	12	53%	53%	NUM
epaa-5845	287	13	of	of	ADP
epaa-5845	287	14	the	the	DET
epaa-5845	287	15	lh	lh	PROPN
epaa-5845	287	16	instructors	instructor	NOUN
epaa-5845	287	17	is	be	AUX
epaa-5845	287	18	concentrated	concentrate	VERB
epaa-5845	287	19	in	in	ADP
epaa-5845	287	20	the	the	DET
epaa-5845	287	21	eight	eight	NUM
epaa-5845	287	22	afs	afs	NOUN
epaa-5845	287	23	at	at	ADP
epaa-5845	287	24	the	the	DET
epaa-5845	287	25	bottom	bottom	NOUN
epaa-5845	287	26	of	of	ADP
epaa-5845	287	27	the	the	DET
epaa-5845	287	28	distribution	distribution	NOUN
epaa-5845	287	29	in	in	ADP
epaa-5845	287	30	table	table	NOUN
epaa-5845	287	31	2	2	NUM
epaa-5845	287	32	.	.	PUNCT
epaa-5845	288	1	however	however	ADV
epaa-5845	288	2	,	,	PUNCT
epaa-5845	288	3	only	only	ADV
epaa-5845	288	4	21	21	NUM
epaa-5845	288	5	%	%	NOUN
epaa-5845	288	6	(	(	PUNCT
epaa-5845	288	7	23/110	23/110	NUM
epaa-5845	288	8	)	)	PUNCT
epaa-5845	288	9	of	of	ADP
epaa-5845	288	10	them	they	PRON
epaa-5845	288	11	belongs	belong	VERB
epaa-5845	288	12	to	to	ADP
epaa-5845	288	13	the	the	DET
epaa-5845	288	14	seven	seven	NUM
epaa-5845	288	15	afs	afs	NOUN
epaa-5845	288	16	at	at	ADP
epaa-5845	288	17	the	the	DET
epaa-5845	288	18	top	top	NOUN
epaa-5845	288	19	,	,	PUNCT
epaa-5845	288	20	while	while	SCONJ
epaa-5845	288	21	the	the	DET
epaa-5845	288	22	remaining	remain	VERB
epaa-5845	288	23	26	26	NUM
epaa-5845	288	24	%	%	NOUN
epaa-5845	288	25	(	(	PUNCT
epaa-5845	288	26	29/110	29/110	NUM
epaa-5845	288	27	)	)	PUNCT
epaa-5845	288	28	is	be	AUX
epaa-5845	288	29	concentrated	concentrate	VERB
epaa-5845	288	30	in	in	ADP
epaa-5845	288	31	the	the	DET
epaa-5845	288	32	afs	afs	NOUN
epaa-5845	288	33	at	at	ADP
epaa-5845	288	34	the	the	DET
epaa-5845	288	35	center	center	NOUN
epaa-5845	288	36	.	.	PUNCT
epaa-5845	289	1	as	as	SCONJ
epaa-5845	289	2	discussed	discuss	VERB
epaa-5845	289	3	,	,	PUNCT
epaa-5845	289	4	afs	afs	NOUN
epaa-5845	289	5	at	at	ADP
epaa-5845	289	6	the	the	DET
epaa-5845	289	7	bottom	bottom	NOUN
epaa-5845	289	8	behave	behave	VERB
epaa-5845	289	9	like	like	ADP
epaa-5845	289	10	the	the	DET
epaa-5845	289	11	more	more	ADV
epaa-5845	289	12	competitive	competitive	ADJ
epaa-5845	289	13	.	.	PUNCT
epaa-5845	290	1	moreover	moreover	ADV
epaa-5845	290	2	,	,	PUNCT
epaa-5845	290	3	many	many	ADJ
epaa-5845	290	4	of	of	ADP
epaa-5845	290	5	them	they	PRON
epaa-5845	290	6	(	(	PUNCT
epaa-5845	290	7	physics	physics	NOUN
epaa-5845	290	8	,	,	PUNCT
epaa-5845	290	9	materials	material	NOUN
epaa-5845	290	10	management	management	NOUN
epaa-5845	290	11	,	,	PUNCT
epaa-5845	290	12	engineering	engineering	NOUN
epaa-5845	290	13	technologies	technology	NOUN
epaa-5845	290	14	,	,	PUNCT
epaa-5845	290	15	biology	biology	NOUN
epaa-5845	290	16	,	,	PUNCT
epaa-5845	290	17	and	and	CCONJ
epaa-5845	290	18	chemistry	chemistry	NOUN
epaa-5845	290	19	)	)	PUNCT
epaa-5845	290	20	include	include	VERB
epaa-5845	290	21	laboratories	laboratory	NOUN
epaa-5845	290	22	in	in	ADP
epaa-5845	290	23	their	their	PRON
epaa-5845	290	24	curriculum	curriculum	NOUN
epaa-5845	290	25	as	as	ADP
epaa-5845	290	26	prerequisites	prerequisite	NOUN
epaa-5845	290	27	.	.	PUNCT
epaa-5845	291	1	furthermore	furthermore	ADV
epaa-5845	291	2	,	,	PUNCT
epaa-5845	291	3	the	the	DET
epaa-5845	291	4	mathematics	mathematics	NOUN
epaa-5845	291	5	curriculum	curriculum	NOUN
epaa-5845	291	6	requires	require	VERB
epaa-5845	291	7	a	a	DET
epaa-5845	291	8	series	series	NOUN
epaa-5845	291	9	of	of	ADP
epaa-5845	291	10	prerequisite	prerequisite	ADJ
epaa-5845	291	11	courses	course	NOUN
epaa-5845	291	12	scheduled	schedule	VERB
epaa-5845	291	13	in	in	ADP
epaa-5845	291	14	a	a	DET
epaa-5845	291	15	particular	particular	ADJ
epaa-5845	291	16	order	order	NOUN
epaa-5845	291	17	.	.	PUNCT
epaa-5845	292	1	precalculus	precalculus	NOUN
epaa-5845	292	2	1	1	NUM
epaa-5845	292	3	and	and	CCONJ
epaa-5845	292	4	2	2	NUM
epaa-5845	292	5	,	,	PUNCT
epaa-5845	292	6	calculus	calculus	NOUN
epaa-5845	292	7	1	1	NUM
epaa-5845	292	8	,	,	PUNCT
epaa-5845	292	9	2	2	NUM
epaa-5845	292	10	and	and	CCONJ
epaa-5845	292	11	3	3	NUM
epaa-5845	292	12	,	,	PUNCT
epaa-5845	292	13	and	and	CCONJ
epaa-5845	292	14	differential	differential	ADJ
epaa-5845	292	15	equations	equation	NOUN
epaa-5845	292	16	are	be	AUX
epaa-5845	292	17	examples	example	NOUN
epaa-5845	292	18	.	.	PUNCT
epaa-5845	293	1	failure	failure	NOUN
epaa-5845	293	2	at	at	ADP
epaa-5845	293	3	the	the	DET
epaa-5845	293	4	beginning	beginning	NOUN
epaa-5845	293	5	of	of	ADP
epaa-5845	293	6	the	the	DET
epaa-5845	293	7	sequences	sequence	NOUN
epaa-5845	293	8	implies	imply	VERB
epaa-5845	293	9	high	high	ADJ
epaa-5845	293	10	opportunity	opportunity	NOUN
epaa-5845	293	11	costs	cost	NOUN
epaa-5845	293	12	for	for	ADP
epaa-5845	293	13	students	student	NOUN
epaa-5845	293	14	in	in	ADP
epaa-5845	293	15	terms	term	NOUN
epaa-5845	293	16	of	of	ADP
epaa-5845	293	17	time	time	NOUN
epaa-5845	293	18	and	and	CCONJ
epaa-5845	293	19	money	money	NOUN
epaa-5845	293	20	.	.	PUNCT
epaa-5845	294	1	thus	thus	ADV
epaa-5845	294	2	,	,	PUNCT
epaa-5845	294	3	given	give	VERB
epaa-5845	294	4	the	the	DET
epaa-5845	294	5	inherently	inherently	ADV
epaa-5845	294	6	difficult	difficult	ADJ
epaa-5845	294	7	contents	content	NOUN
epaa-5845	294	8	of	of	ADP
epaa-5845	294	9	the	the	DET
epaa-5845	294	10	courses	course	NOUN
epaa-5845	294	11	offered	offer	VERB
epaa-5845	294	12	by	by	ADP
epaa-5845	294	13	these	these	DET
epaa-5845	294	14	afs	afs	NOUN
epaa-5845	294	15	,	,	PUNCT
epaa-5845	294	16	the	the	DET
epaa-5845	294	17	possibility	possibility	NOUN
epaa-5845	294	18	of	of	ADP
epaa-5845	294	19	an	an	DET
epaa-5845	294	20	unofficial	unofficial	ADJ
epaa-5845	294	21	tradeoff	tradeoff	NOUN
epaa-5845	294	22	between	between	ADP
epaa-5845	294	23	f	f	PROPN
epaa-5845	294	24	and	and	CCONJ
epaa-5845	294	25	d	d	PROPN
epaa-5845	294	26	letter	letter	NOUN
epaa-5845	294	27	grades	grade	NOUN
epaa-5845	294	28	might	might	AUX
epaa-5845	294	29	be	be	AUX
epaa-5845	294	30	a	a	DET
epaa-5845	294	31	good	good	ADJ
epaa-5845	294	32	deal	deal	NOUN
epaa-5845	294	33	for	for	ADP
epaa-5845	294	34	so	so	ADV
epaa-5845	294	35	many	many	ADJ
epaa-5845	294	36	students	student	NOUN
epaa-5845	294	37	.	.	PUNCT
epaa-5845	295	1	so	so	ADV
epaa-5845	295	2	,	,	PUNCT
epaa-5845	295	3	conjecture	conjecture	VERB
epaa-5845	295	4	two	two	NUM
epaa-5845	295	5	(	(	PUNCT
epaa-5845	295	6	c2	c2	PROPN
epaa-5845	295	7	)	)	PUNCT
epaa-5845	295	8	can	can	AUX
epaa-5845	295	9	not	not	PART
epaa-5845	295	10	be	be	AUX
epaa-5845	295	11	rejected	reject	VERB
epaa-5845	295	12	.	.	PUNCT
epaa-5845	296	1	it	it	PRON
epaa-5845	296	2	is	be	AUX
epaa-5845	296	3	important	important	ADJ
epaa-5845	296	4	to	to	PART
epaa-5845	296	5	note	note	VERB
epaa-5845	296	6	that	that	SCONJ
epaa-5845	296	7	such	such	ADJ
epaa-5845	296	8	structure	structure	NOUN
epaa-5845	296	9	of	of	ADP
epaa-5845	296	10	mechanisms	mechanism	NOUN
epaa-5845	296	11	could	could	AUX
epaa-5845	296	12	induce	induce	VERB
epaa-5845	296	13	significant	significant	ADJ
epaa-5845	296	14	and	and	CCONJ
epaa-5845	296	15	distorted	distorted	ADJ
epaa-5845	296	16	social	social	ADJ
epaa-5845	296	17	and	and	CCONJ
epaa-5845	296	18	economic	economic	ADJ
epaa-5845	296	19	results	result	NOUN
epaa-5845	296	20	.	.	PUNCT
epaa-5845	297	1	upr	upr	ADJ
epaa-5845	297	2	-	-	PUNCT
epaa-5845	297	3	bayamón	bayamón	NOUN
epaa-5845	297	4	has	have	VERB
epaa-5845	297	5	eight	eight	NUM
epaa-5845	297	6	academic	academic	ADJ
epaa-5845	297	7	departments	department	NOUN
epaa-5845	297	8	that	that	PRON
epaa-5845	297	9	grant	grant	VERB
epaa-5845	297	10	bachelor	bachelor	NOUN
epaa-5845	297	11	’s	’s	PART
epaa-5845	297	12	degrees	degree	NOUN
epaa-5845	297	13	and	and	CCONJ
epaa-5845	297	14	seven	seven	NUM
epaa-5845	297	15	academic	academic	ADJ
epaa-5845	297	16	departments	department	NOUN
epaa-5845	297	17	that	that	PRON
epaa-5845	297	18	offer	offer	VERB
epaa-5845	297	19	service	service	NOUN
epaa-5845	297	20	courses.12	courses.12	NOUN
epaa-5845	297	21	to	to	PART
epaa-5845	297	22	survive	survive	VERB
epaa-5845	297	23	academically	academically	ADV
epaa-5845	297	24	,	,	PUNCT
epaa-5845	297	25	degree	degree	NOUN
epaa-5845	297	26	afs	afs	NOUN
epaa-5845	297	27	should	should	AUX
epaa-5845	297	28	compete	compete	VERB
epaa-5845	297	29	among	among	ADP
epaa-5845	297	30	themselves	themselves	PRON
epaa-5845	297	31	to	to	ADP
epaa-5845	297	32	recruit	recruit	NOUN
epaa-5845	297	33	,	,	PUNCT
epaa-5845	297	34	retain	retain	VERB
epaa-5845	297	35	,	,	PUNCT
epaa-5845	297	36	and	and	CCONJ
epaa-5845	297	37	graduate	graduate	ADJ
epaa-5845	297	38	students	student	NOUN
epaa-5845	297	39	during	during	ADP
epaa-5845	297	40	the	the	DET
epaa-5845	297	41	allotted	allotted	ADJ
epaa-5845	297	42	time	time	NOUN
epaa-5845	297	43	.	.	PUNCT
epaa-5845	298	1	it	it	PRON
epaa-5845	298	2	is	be	AUX
epaa-5845	298	3	expected	expect	VERB
epaa-5845	298	4	that	that	SCONJ
epaa-5845	298	5	the	the	DET
epaa-5845	298	6	best	good	ADJ
epaa-5845	298	7	students	student	NOUN
epaa-5845	298	8	apply	apply	VERB
epaa-5845	298	9	to	to	ADP
epaa-5845	298	10	those	those	DET
epaa-5845	298	11	afs	afs	NOUN
epaa-5845	298	12	offering	offer	VERB
epaa-5845	298	13	the	the	DET
epaa-5845	298	14	more	more	ADV
epaa-5845	298	15	competitive	competitive	ADJ
epaa-5845	298	16	,	,	PUNCT
epaa-5845	298	17	prestigious	prestigious	ADJ
epaa-5845	298	18	,	,	PUNCT
epaa-5845	298	19	and	and	CCONJ
epaa-5845	298	20	remunerated	remunerate	VERB
epaa-5845	298	21	careers	career	NOUN
epaa-5845	298	22	in	in	ADP
epaa-5845	298	23	the	the	DET
epaa-5845	298	24	labor	labor	NOUN
epaa-5845	298	25	market	market	NOUN
epaa-5845	298	26	and/or	and/or	CCONJ
epaa-5845	298	27	to	to	ADP
epaa-5845	298	28	those	those	PRON
epaa-5845	298	29	that	that	PRON
epaa-5845	298	30	increase	increase	VERB
epaa-5845	298	31	the	the	DET
epaa-5845	298	32	likelihood	likelihood	NOUN
epaa-5845	298	33	of	of	ADP
epaa-5845	298	34	gaining	gain	VERB
epaa-5845	298	35	admission	admission	NOUN
epaa-5845	298	36	to	to	ADP
epaa-5845	298	37	graduate	graduate	NOUN
epaa-5845	298	38	school	school	NOUN
epaa-5845	298	39	.	.	PUNCT
epaa-5845	299	1	such	such	ADJ
epaa-5845	299	2	afs	afs	NOUN
epaa-5845	299	3	offer	offer	VERB
epaa-5845	299	4	the	the	DET
epaa-5845	299	5	more	more	ADV
epaa-5845	299	6	difficult	difficult	ADJ
epaa-5845	299	7	content	content	NOUN
epaa-5845	299	8	courses	course	NOUN
epaa-5845	299	9	(	(	PUNCT
epaa-5845	299	10	more	more	ADV
epaa-5845	299	11	competitive	competitive	ADJ
epaa-5845	299	12	)	)	PUNCT
epaa-5845	299	13	,	,	PUNCT
epaa-5845	299	14	as	as	ADP
epaa-5845	299	15	tables	table	NOUN
epaa-5845	299	16	3	3	NUM
epaa-5845	299	17	and	and	CCONJ
epaa-5845	299	18	4	4	NUM
epaa-5845	299	19	report	report	NOUN
epaa-5845	299	20	.	.	PUNCT
epaa-5845	300	1	on	on	ADP
epaa-5845	300	2	the	the	DET
epaa-5845	300	3	other	other	ADJ
epaa-5845	300	4	hand	hand	NOUN
epaa-5845	300	5	,	,	PUNCT
epaa-5845	300	6	the	the	DET
epaa-5845	300	7	less	less	ADV
epaa-5845	300	8	academically	academically	ADV
epaa-5845	300	9	able	able	ADJ
epaa-5845	300	10	students	student	NOUN
epaa-5845	300	11	should	should	AUX
epaa-5845	300	12	have	have	VERB
epaa-5845	300	13	to	to	PART
epaa-5845	300	14	apply	apply	VERB
epaa-5845	300	15	to	to	ADP
epaa-5845	300	16	the	the	DET
epaa-5845	300	17	academic	academic	ADJ
epaa-5845	300	18	departments	department	NOUN
epaa-5845	300	19	offering	offer	VERB
epaa-5845	300	20	the	the	DET
epaa-5845	300	21	courses	course	NOUN
epaa-5845	300	22	that	that	PRON
epaa-5845	300	23	belong	belong	VERB
epaa-5845	300	24	to	to	ADP
epaa-5845	300	25	the	the	DET
epaa-5845	300	26	less	less	ADV
epaa-5845	300	27	competitive	competitive	ADJ
epaa-5845	300	28	afs	afs	NOUN
epaa-5845	300	29	in	in	ADP
epaa-5845	300	30	order	order	NOUN
epaa-5845	300	31	to	to	PART
epaa-5845	300	32	improve	improve	VERB
epaa-5845	300	33	their	their	PRON
epaa-5845	300	34	possibilities	possibility	NOUN
epaa-5845	300	35	of	of	ADP
epaa-5845	300	36	admission	admission	NOUN
epaa-5845	300	37	.	.	PUNCT
epaa-5845	301	1	therefore	therefore	ADV
epaa-5845	301	2	,	,	PUNCT
epaa-5845	301	3	the	the	DET
epaa-5845	301	4	education	education	NOUN
epaa-5845	301	5	production	production	NOUN
epaa-5845	301	6	function	function	NOUN
epaa-5845	301	7	prevailing	prevail	VERB
epaa-5845	301	8	at	at	ADP
epaa-5845	301	9	the	the	DET
epaa-5845	301	10	institution	institution	NOUN
epaa-5845	301	11	will	will	AUX
epaa-5845	301	12	generate	generate	VERB
epaa-5845	301	13	at	at	ADV
epaa-5845	301	14	least	least	ADV
epaa-5845	301	15	two	two	NUM
epaa-5845	301	16	differentiated	differentiated	ADJ
epaa-5845	301	17	educational	educational	ADJ
epaa-5845	301	18	outputs	output	NOUN
epaa-5845	301	19	.	.	PUNCT
epaa-5845	302	1	the	the	DET
epaa-5845	302	2	first	first	ADJ
epaa-5845	302	3	one	one	NOUN
epaa-5845	302	4	will	will	AUX
epaa-5845	302	5	consist	consist	VERB
epaa-5845	302	6	of	of	ADP
epaa-5845	302	7	students	student	NOUN
epaa-5845	302	8	whose	whose	DET
epaa-5845	302	9	human	human	ADJ
epaa-5845	302	10	capital	capital	NOUN
epaa-5845	302	11	stock	stock	NOUN
epaa-5845	302	12	has	have	AUX
epaa-5845	302	13	been	be	AUX
epaa-5845	302	14	enhanced	enhance	VERB
epaa-5845	302	15	with	with	ADP
epaa-5845	302	16	relevant	relevant	ADJ
epaa-5845	302	17	,	,	PUNCT
epaa-5845	302	18	pertinent	pertinent	ADJ
epaa-5845	302	19	,	,	PUNCT
epaa-5845	302	20	and	and	CCONJ
epaa-5845	302	21	state	state	NOUN
epaa-5845	302	22	-	-	PUNCT
epaa-5845	302	23	of	of	ADP
epaa-5845	302	24	-	-	PUNCT
epaa-5845	302	25	the	the	DET
epaa-5845	302	26	-	-	PUNCT
epaa-5845	302	27	art	art	NOUN
epaa-5845	302	28	knowledge	knowledge	NOUN
epaa-5845	302	29	and	and	CCONJ
epaa-5845	302	30	skills	skill	NOUN
epaa-5845	302	31	highly	highly	ADV
epaa-5845	302	32	valued	value	VERB
epaa-5845	302	33	by	by	ADP
epaa-5845	302	34	the	the	DET
epaa-5845	302	35	labor	labor	NOUN
epaa-5845	302	36	market	market	NOUN
epaa-5845	302	37	and	and	CCONJ
epaa-5845	302	38	the	the	DET
epaa-5845	302	39	graduate	graduate	NOUN
epaa-5845	302	40	schools	school	NOUN
epaa-5845	302	41	.	.	PUNCT
epaa-5845	303	1	on	on	ADP
epaa-5845	303	2	the	the	DET
epaa-5845	303	3	contrary	contrary	NOUN
epaa-5845	303	4	,	,	PUNCT
epaa-5845	303	5	the	the	DET
epaa-5845	303	6	education	education	NOUN
epaa-5845	303	7	received	receive	VERB
epaa-5845	303	8	by	by	ADP
epaa-5845	303	9	students	student	NOUN
epaa-5845	303	10	of	of	ADP
epaa-5845	303	11	the	the	DET
epaa-5845	303	12	second	second	ADJ
epaa-5845	303	13	output	output	NOUN
epaa-5845	303	14	lacks	lack	VERB
epaa-5845	303	15	such	such	ADJ
epaa-5845	303	16	attributes	attribute	NOUN
epaa-5845	303	17	,	,	PUNCT
epaa-5845	303	18	implying	imply	VERB
epaa-5845	303	19	that	that	SCONJ
epaa-5845	303	20	their	their	PRON
epaa-5845	303	21	members	member	NOUN
epaa-5845	303	22	’	'	PUNCT
epaa-5845	303	23	human	human	ADJ
epaa-5845	303	24	capital	capital	NOUN
epaa-5845	303	25	stock	stock	NOUN
epaa-5845	303	26	would	would	AUX
epaa-5845	303	27	be	be	AUX
epaa-5845	303	28	doomed	doom	VERB
epaa-5845	303	29	to	to	PART
epaa-5845	303	30	fast	fast	ADJ
epaa-5845	303	31	obsolescence	obsolescence	NOUN
epaa-5845	303	32	rates	rate	NOUN
epaa-5845	303	33	over	over	ADP
epaa-5845	303	34	time	time	NOUN
epaa-5845	303	35	.	.	PUNCT
epaa-5845	304	1	to	to	ADP
epaa-5845	304	2	the	the	DET
epaa-5845	304	3	extent	extent	NOUN
epaa-5845	304	4	that	that	SCONJ
epaa-5845	304	5	the	the	DET
epaa-5845	304	6	labor	labor	NOUN
epaa-5845	304	7	market	market	NOUN
epaa-5845	304	8	and	and	CCONJ
epaa-5845	304	9	the	the	DET
epaa-5845	304	10	graduate	graduate	NOUN
epaa-5845	304	11	schools	school	NOUN
epaa-5845	304	12	would	would	AUX
epaa-5845	304	13	be	be	AUX
epaa-5845	304	14	able	able	ADJ
epaa-5845	304	15	to	to	PART
epaa-5845	304	16	distinguish	distinguish	VERB
epaa-5845	304	17	between	between	ADP
epaa-5845	304	18	both	both	DET
epaa-5845	304	19	groups	group	NOUN
epaa-5845	304	20	of	of	ADP
epaa-5845	304	21	students	student	NOUN
epaa-5845	304	22	,	,	PUNCT
epaa-5845	304	23	the	the	DET
epaa-5845	304	24	members	member	NOUN
epaa-5845	304	25	of	of	ADP
epaa-5845	304	26	the	the	DET
epaa-5845	304	27	first	first	ADJ
epaa-5845	304	28	group	group	NOUN
epaa-5845	304	29	will	will	AUX
epaa-5845	304	30	be	be	AUX
epaa-5845	304	31	successful	successful	ADJ
epaa-5845	304	32	,	,	PUNCT
epaa-5845	304	33	and	and	CCONJ
epaa-5845	304	34	those	those	PRON
epaa-5845	304	35	belonging	belong	VERB
epaa-5845	304	36	to	to	ADP
epaa-5845	304	37	the	the	DET
epaa-5845	304	38	second	second	ADJ
epaa-5845	304	39	one	one	NOUN
epaa-5845	304	40	will	will	AUX
epaa-5845	304	41	not	not	PART
epaa-5845	304	42	.	.	PUNCT
epaa-5845	305	1	for	for	ADP
epaa-5845	305	2	instance	instance	NOUN
epaa-5845	305	3	,	,	PUNCT
epaa-5845	305	4	babcock	babcock	PROPN
epaa-5845	305	5	(	(	PUNCT
epaa-5845	305	6	2010	2010	NUM
epaa-5845	305	7	)	)	PUNCT
epaa-5845	305	8	shows	show	VERB
epaa-5845	305	9	that	that	SCONJ
epaa-5845	305	10	grade	grade	NOUN
epaa-5845	305	11	inflation	inflation	NOUN
epaa-5845	305	12	in	in	ADP
epaa-5845	305	13	college	college	NOUN
epaa-5845	305	14	reduces	reduce	VERB
epaa-5845	305	15	student	student	NOUN
epaa-5845	305	16	effort	effort	NOUN
epaa-5845	305	17	,	,	PUNCT
epaa-5845	305	18	which	which	PRON
epaa-5845	305	19	in	in	ADP
epaa-5845	305	20	turn	turn	NOUN
epaa-5845	305	21	reduces	reduce	VERB
epaa-5845	305	22	human	human	ADJ
epaa-5845	305	23	capital	capital	NOUN
epaa-5845	305	24	accumulation.13	accumulation.13	PROPN
epaa-5845	305	25	therefore	therefore	ADV
epaa-5845	305	26	,	,	PUNCT
epaa-5845	305	27	a	a	DET
epaa-5845	305	28	university	university	NOUN
epaa-5845	305	29	education	education	NOUN
epaa-5845	305	30	would	would	AUX
epaa-5845	305	31	be	be	AUX
epaa-5845	305	32	enhancing	enhance	VERB
epaa-5845	305	33	the	the	DET
epaa-5845	305	34	inequality	inequality	NOUN
epaa-5845	305	35	of	of	ADP
epaa-5845	305	36	the	the	DET
epaa-5845	305	37	income	income	NOUN
epaa-5845	305	38	distribution	distribution	NOUN
epaa-5845	305	39	rather	rather	ADV
epaa-5845	305	40	than	than	ADP
epaa-5845	305	41	improving	improve	VERB
epaa-5845	305	42	it	it	PRON
epaa-5845	305	43	,	,	PUNCT
epaa-5845	305	44	as	as	SCONJ
epaa-5845	305	45	might	might	AUX
epaa-5845	305	46	be	be	AUX
epaa-5845	305	47	expected	expect	VERB
epaa-5845	305	48	by	by	ADP
epaa-5845	305	49	enrolled	enrol	VERB
epaa-5845	305	50	students	student	NOUN
epaa-5845	305	51	,	,	PUNCT
epaa-5845	305	52	graduates	graduate	NOUN
epaa-5845	305	53	,	,	PUNCT
epaa-5845	305	54	and	and	CCONJ
epaa-5845	305	55	society	society	NOUN
epaa-5845	305	56	.	.	PUNCT
epaa-5845	306	1	the	the	DET
epaa-5845	306	2	previous	previous	ADJ
epaa-5845	306	3	examples	example	NOUN
epaa-5845	306	4	of	of	ADP
epaa-5845	306	5	the	the	DET
epaa-5845	306	6	physical	physical	ADJ
epaa-5845	306	7	education	education	NOUN
epaa-5845	306	8	and	and	CCONJ
epaa-5845	306	9	education	education	NOUN
epaa-5845	306	10	afs	afs	NOUN
epaa-5845	306	11	illustrate	illustrate	VERB
epaa-5845	306	12	this	this	DET
epaa-5845	306	13	potential	potential	ADJ
epaa-5845	306	14	problem	problem	NOUN
epaa-5845	306	15	very	very	ADV
epaa-5845	306	16	well	well	ADV
epaa-5845	306	17	.	.	PUNCT
epaa-5845	307	1	both	both	DET
epaa-5845	307	2	afs	afs	NOUN
epaa-5845	307	3	are	be	AUX
epaa-5845	307	4	responsible	responsible	ADJ
epaa-5845	307	5	for	for	ADP
epaa-5845	307	6	providing	provide	VERB
epaa-5845	307	7	the	the	DET
epaa-5845	307	8	academic	academic	ADJ
epaa-5845	307	9	skills	skill	NOUN
epaa-5845	307	10	to	to	ADP
epaa-5845	307	11	the	the	DET
epaa-5845	307	12	future	future	ADJ
epaa-5845	307	13	teachers	teacher	NOUN
epaa-5845	307	14	who	who	PRON
epaa-5845	307	15	in	in	ADP
epaa-5845	307	16	turn	turn	NOUN
epaa-5845	307	17	,	,	PUNCT
epaa-5845	307	18	will	will	AUX
epaa-5845	307	19	be	be	AUX
epaa-5845	307	20	responsible	responsible	ADJ
epaa-5845	307	21	for	for	ADP
epaa-5845	307	22	the	the	DET
epaa-5845	307	23	education	education	NOUN
epaa-5845	307	24	of	of	ADP
epaa-5845	307	25	the	the	DET
epaa-5845	307	26	next	next	ADJ
epaa-5845	307	27	generations	generation	NOUN
epaa-5845	307	28	of	of	ADP
epaa-5845	307	29	students	student	NOUN
epaa-5845	307	30	who	who	PRON
epaa-5845	307	31	will	will	AUX
epaa-5845	307	32	apply	apply	VERB
epaa-5845	307	33	to	to	ADP
epaa-5845	307	34	upr	upr	NOUN
epaa-5845	307	35	-	-	PUNCT
epaa-5845	307	36	bayamón	bayamón	NOUN
epaa-5845	307	37	and	and	CCONJ
epaa-5845	307	38	other	other	ADJ
epaa-5845	307	39	private	private	ADJ
epaa-5845	307	40	and	and	CCONJ
epaa-5845	307	41	public	public	ADJ
epaa-5845	307	42	institutions	institution	NOUN
epaa-5845	307	43	.	.	PUNCT
epaa-5845	308	1	however	however	ADV
epaa-5845	308	2	,	,	PUNCT
epaa-5845	308	3	both	both	DET
epaa-5845	308	4	afs	afs	NOUN
epaa-5845	308	5	would	would	AUX
epaa-5845	308	6	have	have	AUX
epaa-5845	308	7	ended	end	VERB
epaa-5845	308	8	up	up	ADP
epaa-5845	308	9	recruiting	recruit	VERB
epaa-5845	308	10	the	the	DET
epaa-5845	308	11	less	less	ADV
epaa-5845	308	12	academically	academically	ADV
epaa-5845	308	13	able	able	ADJ
epaa-5845	308	14	students	student	NOUN
epaa-5845	308	15	through	through	ADP
epaa-5845	308	16	the	the	DET
epaa-5845	308	17	convincing	convincing	ADJ
epaa-5845	308	18	incentives	incentive	NOUN
epaa-5845	308	19	of	of	ADP
epaa-5845	308	20	higher	high	ADJ
epaa-5845	308	21	grades	grade	NOUN
epaa-5845	308	22	at	at	ADP
epaa-5845	308	23	a	a	DET
epaa-5845	308	24	very	very	ADV
epaa-5845	308	25	low	low	ADJ
epaa-5845	308	26	price	price	NOUN
epaa-5845	308	27	(	(	PUNCT
epaa-5845	308	28	academic	academic	ADJ
epaa-5845	308	29	effort	effort	NOUN
epaa-5845	308	30	)	)	PUNCT
epaa-5845	308	31	provided	provide	VERB
epaa-5845	308	32	by	by	ADP
epaa-5845	308	33	a	a	DET
epaa-5845	308	34	high	high	ADV
epaa-5845	308	35	-	-	PUNCT
epaa-5845	308	36	grading	grade	VERB
epaa-5845	308	37	faculty	faculty	NOUN
epaa-5845	308	38	who	who	PRON
epaa-5845	308	39	offers	offer	VERB
epaa-5845	308	40	less	less	ADV
epaa-5845	308	41	difficult	difficult	ADJ
epaa-5845	308	42	academic	academic	ADJ
epaa-5845	308	43	content	content	NOUN
epaa-5845	308	44	courses	course	NOUN
epaa-5845	308	45	.	.	PUNCT
epaa-5845	309	1	as	as	SCONJ
epaa-5845	309	2	mentioned	mention	VERB
epaa-5845	309	3	,	,	PUNCT
epaa-5845	309	4	empirical	empirical	ADJ
epaa-5845	309	5	evidence	evidence	NOUN
epaa-5845	309	6	strongly	strongly	ADV
epaa-5845	309	7	confirms	confirm	VERB
epaa-5845	309	8	that	that	SCONJ
epaa-5845	309	9	teachers	teacher	NOUN
epaa-5845	309	10	’	'	PUNCT
epaa-5845	309	11	quality	quality	NOUN
epaa-5845	309	12	exerts	exert	VERB
epaa-5845	309	13	profound	profound	ADJ
epaa-5845	309	14	and	and	CCONJ
epaa-5845	309	15	significant	significant	ADJ
epaa-5845	309	16	effects	effect	NOUN
epaa-5845	309	17	on	on	ADP
epaa-5845	309	18	students	student	NOUN
epaa-5845	309	19	’	'	PUNCT
epaa-5845	309	20	academic	academic	ADJ
epaa-5845	309	21	achievements	achievement	NOUN
epaa-5845	309	22	and	and	CCONJ
epaa-5845	309	23	dropout	dropout	NOUN
epaa-5845	309	24	outcomes	outcome	NOUN
epaa-5845	309	25	12	12	NUM
epaa-5845	309	26	refer	refer	NOUN
epaa-5845	309	27	to	to	ADP
epaa-5845	309	28	table	table	NOUN
epaa-5845	309	29	appendix	appendix	NOUN
epaa-5845	309	30	2	2	NUM
epaa-5845	309	31	,	,	PUNCT
epaa-5845	309	32	for	for	ADP
epaa-5845	309	33	specific	specific	ADJ
epaa-5845	309	34	details	detail	NOUN
epaa-5845	309	35	.	.	PUNCT
epaa-5845	310	1	13	13	NUM
epaa-5845	310	2	interested	interested	ADJ
epaa-5845	310	3	readers	reader	NOUN
epaa-5845	310	4	should	should	AUX
epaa-5845	310	5	also	also	ADV
epaa-5845	310	6	consult	consult	VERB
epaa-5845	310	7	stinebrickner	stinebrickner	NOUN
epaa-5845	310	8	&	&	CCONJ
epaa-5845	310	9	stinebrickner	stinebrickner	PROPN
epaa-5845	310	10	(	(	PUNCT
epaa-5845	310	11	2008	2008	NUM
epaa-5845	310	12	)	)	PUNCT
epaa-5845	310	13	.	.	PUNCT
epaa-5845	311	1	education	education	NOUN
epaa-5845	311	2	policy	policy	NOUN
epaa-5845	311	3	analysis	analysis	NOUN
epaa-5845	311	4	archives	archive	NOUN
epaa-5845	311	5	vol	vol	NOUN
epaa-5845	311	6	.	.	PROPN
epaa-5845	312	1	29	29	NUM
epaa-5845	312	2	no	no	NOUN
epaa-5845	312	3	.	.	PUNCT
epaa-5845	313	1	57	57	NUM
epaa-5845	313	2	16	16	NUM
epaa-5845	313	3	(	(	PUNCT
epaa-5845	313	4	aaronson	aaronson	X
epaa-5845	313	5	et	et	PROPN
epaa-5845	313	6	al	al	PROPN
epaa-5845	313	7	.	.	PROPN
epaa-5845	313	8	,	,	PUNCT
epaa-5845	313	9	2007	2007	NUM
epaa-5845	313	10	;	;	PUNCT
epaa-5845	313	11	keng	keng	PROPN
epaa-5845	313	12	,	,	PUNCT
epaa-5845	313	13	2018	2018	NUM
epaa-5845	313	14	;	;	PUNCT
epaa-5845	313	15	koedel	koedel	NOUN
epaa-5845	313	16	,	,	PUNCT
epaa-5845	313	17	2008	2008	NUM
epaa-5845	313	18	;	;	PUNCT
epaa-5845	313	19	rivkin	rivkin	PROPN
epaa-5845	313	20	et	et	PROPN
epaa-5845	313	21	al	al	PROPN
epaa-5845	313	22	.	.	PROPN
epaa-5845	313	23	,	,	PUNCT
epaa-5845	313	24	2005	2005	NUM
epaa-5845	313	25	;	;	PUNCT
epaa-5845	313	26	rockoff	rockoff	NOUN
epaa-5845	313	27	,	,	PUNCT
epaa-5845	313	28	2004).14	2004).14	PROPN
epaa-5845	313	29	hence	hence	ADV
epaa-5845	313	30	,	,	PUNCT
epaa-5845	313	31	the	the	DET
epaa-5845	313	32	result	result	NOUN
epaa-5845	313	33	is	be	AUX
epaa-5845	313	34	a	a	DET
epaa-5845	313	35	vicious	vicious	ADJ
epaa-5845	313	36	circle	circle	NOUN
epaa-5845	313	37	,	,	PUNCT
epaa-5845	313	38	which	which	PRON
epaa-5845	313	39	perpetuates	perpetuate	VERB
epaa-5845	313	40	the	the	DET
epaa-5845	313	41	poverty	poverty	NOUN
epaa-5845	313	42	traps	trap	NOUN
epaa-5845	313	43	surrounding	surround	VERB
epaa-5845	313	44	the	the	DET
epaa-5845	313	45	educational	educational	ADJ
epaa-5845	313	46	environment	environment	NOUN
epaa-5845	313	47	.	.	PUNCT
epaa-5845	314	1	classifying	classify	VERB
epaa-5845	314	2	academic	academic	ADJ
epaa-5845	314	3	fields	field	NOUN
epaa-5845	314	4	by	by	ADP
epaa-5845	314	5	categories	category	NOUN
epaa-5845	314	6	the	the	DET
epaa-5845	314	7	set	set	NOUN
epaa-5845	314	8	of	of	ADP
epaa-5845	314	9	their	their	PRON
epaa-5845	314	10	own	own	ADJ
epaa-5845	314	11	estimated	estimate	VERB
epaa-5845	314	12	effects	effect	NOUN
epaa-5845	314	13	and	and	CCONJ
epaa-5845	314	14	their	their	PRON
epaa-5845	314	15	members	member	NOUN
epaa-5845	314	16	’	'	PUNCT
epaa-5845	314	17	mean	mean	ADJ
epaa-5845	314	18	estimate	estimate	NOUN
epaa-5845	314	19	effects	effect	NOUN
epaa-5845	314	20	allows	allow	VERB
epaa-5845	314	21	classifying	classify	VERB
epaa-5845	314	22	afs	afs	NOUN
epaa-5845	314	23	by	by	ADP
epaa-5845	314	24	categories.15	categories.15	PROPN
epaa-5845	314	25	table	table	NOUN
epaa-5845	314	26	4	4	NUM
epaa-5845	314	27	and	and	CCONJ
epaa-5845	314	28	figures	figure	NOUN
epaa-5845	314	29	1	1	NUM
epaa-5845	314	30	and	and	CCONJ
epaa-5845	314	31	2	2	NUM
epaa-5845	314	32	report	report	VERB
epaa-5845	314	33	the	the	DET
epaa-5845	314	34	relevant	relevant	ADJ
epaa-5845	314	35	information	information	NOUN
epaa-5845	314	36	.	.	PUNCT
epaa-5845	315	1	nine	nine	NUM
epaa-5845	315	2	(	(	PUNCT
epaa-5845	315	3	43	43	NUM
epaa-5845	315	4	%	%	NOUN
epaa-5845	315	5	)	)	PUNCT
epaa-5845	315	6	afs	afs	NOUN
epaa-5845	315	7	’	'	PUNCT
epaa-5845	315	8	estimated	estimate	VERB
epaa-5845	315	9	effects	effect	NOUN
epaa-5845	315	10	on	on	ADP
epaa-5845	315	11	gpa	gpa	PROPN
epaa-5845	315	12	(	(	PUNCT
epaa-5845	315	13	)	)	PUNCT
epaa-5845	315	14	ˆgpa	ˆgpa	PROPN
epaa-5845	315	15	are	be	AUX
epaa-5845	315	16	statistically	statistically	ADV
epaa-5845	315	17	significant	significant	ADJ
epaa-5845	315	18	.	.	PUNCT
epaa-5845	316	1	six	six	NUM
epaa-5845	316	2	of	of	ADP
epaa-5845	316	3	them	they	PRON
epaa-5845	316	4	are	be	AUX
epaa-5845	316	5	positive	positive	ADJ
epaa-5845	316	6	and	and	CCONJ
epaa-5845	316	7	three	three	NUM
epaa-5845	316	8	are	be	AUX
epaa-5845	316	9	negative	negative	ADJ
epaa-5845	316	10	(	(	PUNCT
epaa-5845	316	11	english	english	PROPN
epaa-5845	316	12	,	,	PUNCT
epaa-5845	316	13	mathematics	mathematic	NOUN
epaa-5845	316	14	,	,	PUNCT
epaa-5845	316	15	and	and	CCONJ
epaa-5845	316	16	econ	econ	NOUN
epaa-5845	316	17	/	/	SYM
epaa-5845	316	18	stat	stat	PROPN
epaa-5845	316	19	)	)	PUNCT
epaa-5845	316	20	.	.	PUNCT
epaa-5845	317	1	on	on	ADP
epaa-5845	317	2	the	the	DET
epaa-5845	317	3	other	other	ADJ
epaa-5845	317	4	hand	hand	NOUN
epaa-5845	317	5	,	,	PUNCT
epaa-5845	317	6	six	six	NUM
epaa-5845	317	7	(	(	PUNCT
epaa-5845	317	8	28.6	28.6	NUM
epaa-5845	317	9	%	%	NOUN
epaa-5845	317	10	)	)	PUNCT
epaa-5845	317	11	afs	afs	NOUN
epaa-5845	317	12	’	'	PUNCT
epaa-5845	317	13	estimated	estimate	VERB
epaa-5845	317	14	effects	effect	NOUN
epaa-5845	317	15	on	on	ADP
epaa-5845	317	16	pws	pws	NOUN
epaa-5845	317	17	(	(	PUNCT
epaa-5845	317	18	)	)	PUNCT
epaa-5845	317	19	ˆpws	ˆpws	NOUN
epaa-5845	317	20	are	be	AUX
epaa-5845	317	21	significant	significant	ADJ
epaa-5845	317	22	.	.	PUNCT
epaa-5845	318	1	out	out	ADP
epaa-5845	318	2	of	of	ADP
epaa-5845	318	3	those	those	PRON
epaa-5845	318	4	,	,	PUNCT
epaa-5845	318	5	two	two	NUM
epaa-5845	318	6	are	be	AUX
epaa-5845	318	7	negative	negative	ADJ
epaa-5845	318	8	and	and	CCONJ
epaa-5845	318	9	four	four	NUM
epaa-5845	318	10	are	be	AUX
epaa-5845	318	11	positive	positive	ADJ
epaa-5845	318	12	(	(	PUNCT
epaa-5845	318	13	engineering	engineering	NOUN
epaa-5845	318	14	transfers	transfer	NOUN
epaa-5845	318	15	,	,	PUNCT
epaa-5845	318	16	accounting	accounting	NOUN
epaa-5845	318	17	,	,	PUNCT
epaa-5845	318	18	mathematics	mathematic	NOUN
epaa-5845	318	19	,	,	PUNCT
epaa-5845	318	20	and	and	CCONJ
epaa-5845	318	21	econ	econ	NOUN
epaa-5845	318	22	/	/	SYM
epaa-5845	318	23	stat	stat	PROPN
epaa-5845	318	24	)	)	PUNCT
epaa-5845	318	25	.	.	PUNCT
epaa-5845	319	1	it	it	PRON
epaa-5845	319	2	should	should	AUX
epaa-5845	319	3	be	be	AUX
epaa-5845	319	4	noted	note	VERB
epaa-5845	319	5	that	that	SCONJ
epaa-5845	319	6	for	for	ADP
epaa-5845	319	7	chemistry	chemistry	NOUN
epaa-5845	319	8	,	,	PUNCT
epaa-5845	319	9	both	both	DET
epaa-5845	319	10	estimated	estimate	VERB
epaa-5845	319	11	effects	effect	NOUN
epaa-5845	319	12	were	be	AUX
epaa-5845	319	13	insignificant	insignificant	ADJ
epaa-5845	319	14	and	and	CCONJ
epaa-5845	319	15	exhibited	exhibit	VERB
epaa-5845	319	16	a	a	DET
epaa-5845	319	17	pattern	pattern	NOUN
epaa-5845	319	18	of	of	ADP
epaa-5845	319	19	signs	sign	NOUN
epaa-5845	319	20	consistent	consistent	ADJ
epaa-5845	319	21	with	with	ADP
epaa-5845	319	22	an	an	DET
epaa-5845	319	23	hh	hh	ADJ
epaa-5845	319	24	category	category	NOUN
epaa-5845	319	25	:	:	PUNCT
epaa-5845	319	26	(	(	PUNCT
epaa-5845	319	27	)	)	PUNCT
epaa-5845	319	28	ˆ	ˆ	NOUN
epaa-5845	319	29	0.32gpa	0.32gpa	NUM
epaa-5845	319	30	=	=	PUNCT
epaa-5845	319	31	and	and	CCONJ
epaa-5845	319	32	(	(	PUNCT
epaa-5845	319	33	)	)	PUNCT
epaa-5845	319	34	ˆ	ˆ	X
epaa-5845	319	35	5.71%pws	5.71%pws	NOUN
epaa-5845	319	36	=	=	SYM
epaa-5845	319	37	−	−	NOUN
epaa-5845	319	38	.	.	PUNCT
epaa-5845	320	1	hence	hence	ADV
epaa-5845	320	2	,	,	PUNCT
epaa-5845	320	3	based	base	VERB
epaa-5845	320	4	on	on	ADP
epaa-5845	320	5	their	their	PRON
epaa-5845	320	6	af	af	PROPN
epaa-5845	320	7	’s	’s	PART
epaa-5845	320	8	estimated	estimate	VERB
epaa-5845	320	9	effects	effect	NOUN
epaa-5845	320	10	,	,	PUNCT
epaa-5845	320	11	only	only	ADV
epaa-5845	320	12	mathematics	mathematic	NOUN
epaa-5845	320	13	and	and	CCONJ
epaa-5845	320	14	econ	econ	PROPN
epaa-5845	320	15	/	/	SYM
epaa-5845	320	16	stat	stat	PROPN
epaa-5845	320	17	consistently	consistently	ADV
epaa-5845	320	18	classify	classify	VERB
epaa-5845	320	19	as	as	SCONJ
epaa-5845	320	20	ll	ll	PROPN
epaa-5845	320	21	afs	afs	PROPN
epaa-5845	320	22	.	.	PUNCT
epaa-5845	321	1	the	the	DET
epaa-5845	321	2	estimated	estimate	VERB
epaa-5845	321	3	effects	effect	NOUN
epaa-5845	321	4	of	of	ADP
epaa-5845	321	5	the	the	DET
epaa-5845	321	6	remainder	remainder	NOUN
epaa-5845	321	7	afs	afs	NOUN
epaa-5845	321	8	are	be	AUX
epaa-5845	321	9	statistically	statistically	ADV
epaa-5845	321	10	insignificant	insignificant	ADJ
epaa-5845	321	11	,	,	PUNCT
epaa-5845	321	12	or	or	CCONJ
epaa-5845	321	13	the	the	DET
epaa-5845	321	14	afs	afs	NOUN
epaa-5845	321	15	behave	behave	VERB
epaa-5845	321	16	like	like	ADP
epaa-5845	321	17	aa	aa	NOUN
epaa-5845	321	18	.	.	PUNCT
epaa-5845	322	1	for	for	ADP
epaa-5845	322	2	illustration	illustration	NOUN
epaa-5845	322	3	,	,	PUNCT
epaa-5845	322	4	consider	consider	VERB
epaa-5845	322	5	the	the	DET
epaa-5845	322	6	case	case	NOUN
epaa-5845	322	7	of	of	ADP
epaa-5845	322	8	mathematics	mathematic	NOUN
epaa-5845	322	9	.	.	PUNCT
epaa-5845	323	1	according	accord	VERB
epaa-5845	323	2	to	to	ADP
epaa-5845	323	3	table	table	NOUN
epaa-5845	323	4	4	4	NUM
epaa-5845	323	5	,	,	PUNCT
epaa-5845	323	6	the	the	DET
epaa-5845	323	7	mean	mean	ADJ
epaa-5845	323	8	ufh	ufh	PROPN
epaa-5845	323	9	effect	effect	NOUN
epaa-5845	323	10	on	on	ADP
epaa-5845	323	11	gpa	gpa	PROPN
epaa-5845	323	12	is	be	AUX
epaa-5845	323	13	negative	negative	ADJ
epaa-5845	323	14	(	(	PUNCT
epaa-5845	323	15	)	)	PUNCT
epaa-5845	323	16	γ̂	γ̂	NUM
epaa-5845	324	1	0.13gpamath	0.13gpamath	NOUN
epaa-5845	325	1	=	=	SYM
epaa-5845	326	1	−	−	PROPN
epaa-5845	326	2	,	,	PUNCT
epaa-5845	326	3	and	and	CCONJ
epaa-5845	326	4	the	the	DET
epaa-5845	326	5	respective	respective	ADJ
epaa-5845	326	6	mean	mean	ADJ
epaa-5845	326	7	effect	effect	NOUN
epaa-5845	326	8	on	on	ADP
epaa-5845	326	9	pws	pws	NOUN
epaa-5845	326	10	is	be	AUX
epaa-5845	326	11	positive	positive	ADJ
epaa-5845	326	12	(	(	PUNCT
epaa-5845	326	13	)	)	PUNCT
epaa-5845	326	14	γ̂	γ̂	NUM
epaa-5845	326	15	2.98pwsmath	2.98pwsmath	NOUN
epaa-5845	326	16	=	=	PUNCT
epaa-5845	326	17	.	.	PUNCT
epaa-5845	327	1	thus	thus	ADV
epaa-5845	327	2	,	,	PUNCT
epaa-5845	327	3	based	base	VERB
epaa-5845	327	4	on	on	ADP
epaa-5845	327	5	their	their	PRON
epaa-5845	327	6	faculty	faculty	NOUN
epaa-5845	327	7	members	member	NOUN
epaa-5845	327	8	’	'	PUNCT
epaa-5845	327	9	mean	mean	ADJ
epaa-5845	327	10	effects	effect	NOUN
epaa-5845	327	11	,	,	PUNCT
epaa-5845	327	12	mathematics	mathematics	PROPN
epaa-5845	327	13	is	be	AUX
epaa-5845	327	14	a	a	DET
epaa-5845	327	15	low	low	ADV
epaa-5845	327	16	-	-	PUNCT
epaa-5845	327	17	grading	grade	VERB
epaa-5845	327	18	af	af	NOUN
epaa-5845	327	19	(	(	PUNCT
epaa-5845	327	20	)	)	PUNCT
epaa-5845	327	21	(	(	PUNCT
epaa-5845	327	22	)	)	PUNCT
epaa-5845	327	23	.ll	.ll	PUNCT
epaa-5845	328	1	=	=	PUNCT
epaa-5845	329	1	−	−	PROPN
epaa-5845	330	1	+	+	CCONJ
epaa-5845	330	2	.	.	PUNCT
epaa-5845	331	1	the	the	DET
epaa-5845	331	2	af	af	PROPN
epaa-5845	331	3	’s	’s	PART
epaa-5845	331	4	own	own	ADJ
epaa-5845	331	5	effects	effect	NOUN
epaa-5845	331	6	reinforce	reinforce	VERB
epaa-5845	331	7	such	such	DET
epaa-5845	331	8	a	a	DET
epaa-5845	331	9	faculty	faculty	NOUN
epaa-5845	331	10	mean	mean	NOUN
epaa-5845	331	11	effect	effect	NOUN
epaa-5845	331	12	since	since	SCONJ
epaa-5845	331	13	the	the	DET
epaa-5845	331	14	estimated	estimate	VERB
epaa-5845	331	15	coefficients	coefficient	NOUN
epaa-5845	331	16	are	be	AUX
epaa-5845	331	17	negative	negative	ADJ
epaa-5845	331	18	(	(	PUNCT
epaa-5845	331	19	)	)	PUNCT
epaa-5845	331	20	ˆ	ˆ	X
epaa-5845	331	21	0.79gpamath	0.79gpamath	NUM
epaa-5845	331	22	=	=	SYM
epaa-5845	331	23	−	−	PROPN
epaa-5845	331	24	and	and	CCONJ
epaa-5845	331	25	positive	positive	ADJ
epaa-5845	331	26	(	(	PUNCT
epaa-5845	331	27	)	)	PUNCT
epaa-5845	331	28	ˆ	ˆ	X
epaa-5845	331	29	14.81pwsmath	14.81pwsmath	NOUN
epaa-5845	331	30	=	=	PUNCT
epaa-5845	331	31	,	,	PUNCT
epaa-5845	331	32	and	and	CCONJ
epaa-5845	331	33	both	both	PRON
epaa-5845	331	34	are	be	AUX
epaa-5845	331	35	highly	highly	ADV
epaa-5845	331	36	significant	significant	ADJ
epaa-5845	331	37	.	.	PUNCT
epaa-5845	332	1	hence	hence	ADV
epaa-5845	332	2	,	,	PUNCT
epaa-5845	332	3	after	after	ADP
epaa-5845	332	4	accounting	account	VERB
epaa-5845	332	5	for	for	ADP
epaa-5845	332	6	af	af	PROPN
epaa-5845	332	7	and	and	CCONJ
epaa-5845	332	8	faculty	faculty	NOUN
epaa-5845	332	9	mean	mean	NOUN
epaa-5845	332	10	effects	effect	NOUN
epaa-5845	332	11	,	,	PUNCT
epaa-5845	332	12	the	the	DET
epaa-5845	332	13	gpa	gpa	PROPN
epaa-5845	332	14	(	(	PUNCT
epaa-5845	332	15	)	)	PUNCT
epaa-5845	332	16	ˆ	ˆ	NOUN
epaa-5845	332	17	gpamathy	gpamathy	ADJ
epaa-5845	332	18	and	and	CCONJ
epaa-5845	332	19	pws	pws	NOUN
epaa-5845	332	20	(	(	PUNCT
epaa-5845	332	21	)	)	PUNCT
epaa-5845	333	1	ˆ	ˆ	PRON
epaa-5845	333	2	pwsmathy	pwsmathy	NOUN
epaa-5845	333	3	expected	expect	VERB
epaa-5845	333	4	in	in	ADP
epaa-5845	333	5	a	a	DET
epaa-5845	333	6	randomly	randomly	ADV
epaa-5845	333	7	selected	select	VERB
epaa-5845	333	8	mathematics	mathematic	NOUN
epaa-5845	333	9	course	course	NOUN
epaa-5845	333	10	are	be	AUX
epaa-5845	333	11	:	:	PUNCT
epaa-5845	333	12	ˆ	ˆ	NOUN
epaa-5845	333	13	2.92	2.92	NUM
epaa-5845	333	14	0.13	0.13	NUM
epaa-5845	333	15	0.79	0.79	NUM
epaa-5845	333	16	2.0	2.0	NUM
epaa-5845	333	17	,	,	PUNCT
epaa-5845	333	18	gpa	gpa	PROPN
epaa-5845	333	19	mathy	mathy	NOUN
epaa-5845	333	20	=	=	PUNCT
epaa-5845	334	1	−	−	PROPN
epaa-5845	335	1	−	−	PROPN
epaa-5845	336	1	=	=	SYM
epaa-5845	337	1	and	and	CCONJ
epaa-5845	337	2	ˆ	ˆ	DET
epaa-5845	337	3	11.56	11.56	NUM
epaa-5845	337	4	2.89	2.89	NUM
epaa-5845	337	5	14.81	14.81	NUM
epaa-5845	337	6	29.26	29.26	NUM
epaa-5845	337	7	%	%	NOUN
epaa-5845	337	8	pws	pws	NOUN
epaa-5845	337	9	mathy	mathy	NOUN
epaa-5845	337	10	=	=	PUNCT
epaa-5845	338	1	+	+	PUNCT
epaa-5845	339	1	+	+	CCONJ
epaa-5845	339	2	=	=	X
epaa-5845	339	3	.	.	PUNCT
epaa-5845	340	1	over	over	ADP
epaa-5845	340	2	the	the	DET
epaa-5845	340	3	41	41	NUM
epaa-5845	340	4	terms	term	NOUN
epaa-5845	340	5	analyzed	analyze	VERB
epaa-5845	340	6	,	,	PUNCT
epaa-5845	340	7	the	the	DET
epaa-5845	340	8	means	mean	NOUN
epaa-5845	340	9	of	of	ADP
epaa-5845	340	10	the	the	DET
epaa-5845	340	11	gpa	gpa	PROPN
epaa-5845	340	12	and	and	CCONJ
epaa-5845	340	13	pws	pws	NOUN
epaa-5845	340	14	of	of	ADP
epaa-5845	340	15	mathematics	mathematic	NOUN
epaa-5845	340	16	courses	course	NOUN
epaa-5845	340	17	are	be	AUX
epaa-5845	340	18	1.73	1.73	NUM
epaa-5845	340	19	and	and	CCONJ
epaa-5845	340	20	29.2	29.2	NUM
epaa-5845	340	21	%	%	NOUN
epaa-5845	340	22	,	,	PUNCT
epaa-5845	340	23	respectively	respectively	ADV
epaa-5845	340	24	.	.	PUNCT
epaa-5845	341	1	therefore	therefore	ADV
epaa-5845	341	2	,	,	PUNCT
epaa-5845	341	3	the	the	DET
epaa-5845	341	4	predicted	predict	VERB
epaa-5845	341	5	values	value	NOUN
epaa-5845	341	6	are	be	AUX
epaa-5845	341	7	quite	quite	ADV
epaa-5845	341	8	good	good	ADJ
epaa-5845	341	9	approximations	approximation	NOUN
epaa-5845	341	10	to	to	ADP
epaa-5845	341	11	the	the	DET
epaa-5845	341	12	observed	observed	ADJ
epaa-5845	341	13	ones	one	NOUN
epaa-5845	341	14	.	.	PUNCT
epaa-5845	342	1	a	a	DET
epaa-5845	342	2	very	very	ADV
epaa-5845	342	3	similar	similar	ADJ
epaa-5845	342	4	result	result	NOUN
epaa-5845	342	5	will	will	AUX
epaa-5845	342	6	emerge	emerge	VERB
epaa-5845	342	7	if	if	SCONJ
epaa-5845	342	8	the	the	DET
epaa-5845	342	9	example	example	NOUN
epaa-5845	342	10	uses	use	VERB
epaa-5845	342	11	the	the	DET
epaa-5845	342	12	econ	econ	NOUN
epaa-5845	342	13	/	/	SYM
epaa-5845	342	14	stat	stat	PROPN
epaa-5845	342	15	figures	figure	NOUN
epaa-5845	342	16	rather	rather	ADV
epaa-5845	342	17	than	than	ADP
epaa-5845	342	18	those	those	PRON
epaa-5845	342	19	of	of	ADP
epaa-5845	342	20	mathematics	mathematic	NOUN
epaa-5845	342	21	.	.	PUNCT
epaa-5845	343	1	the	the	DET
epaa-5845	343	2	replication	replication	NOUN
epaa-5845	343	3	of	of	ADP
epaa-5845	343	4	this	this	DET
epaa-5845	343	5	procedure	procedure	NOUN
epaa-5845	343	6	allows	allow	VERB
epaa-5845	343	7	studying	study	VERB
epaa-5845	343	8	the	the	DET
epaa-5845	343	9	other	other	ADJ
epaa-5845	343	10	afs	afs	NOUN
epaa-5845	343	11	.	.	PUNCT
epaa-5845	344	1	14	14	NUM
epaa-5845	344	2	for	for	ADP
epaa-5845	344	3	technical	technical	ADJ
epaa-5845	344	4	details	detail	NOUN
epaa-5845	344	5	,	,	PUNCT
epaa-5845	344	6	refer	refer	VERB
epaa-5845	344	7	to	to	ADP
epaa-5845	344	8	the	the	DET
epaa-5845	344	9	papers	paper	NOUN
epaa-5845	344	10	and	and	CCONJ
epaa-5845	344	11	the	the	DET
epaa-5845	344	12	references	reference	NOUN
epaa-5845	344	13	cited	cite	VERB
epaa-5845	344	14	therein	therein	ADV
epaa-5845	344	15	.	.	PUNCT
epaa-5845	345	1	15	15	NUM
epaa-5845	345	2	for	for	ADP
epaa-5845	345	3	example	example	NOUN
epaa-5845	345	4	,	,	PUNCT
epaa-5845	345	5	the	the	DET
epaa-5845	345	6	estimated	estimate	VERB
epaa-5845	345	7	mean	mean	ADJ
epaa-5845	345	8	effect	effect	NOUN
epaa-5845	345	9	on	on	ADP
epaa-5845	345	10	gpa	gpa	PROPN
epaa-5845	345	11	and	and	CCONJ
epaa-5845	345	12	ws	ws	NOUN
epaa-5845	345	13	of	of	ADP
epaa-5845	345	14	the	the	DET
epaa-5845	345	15	faculty	faculty	NOUN
epaa-5845	345	16	members	member	NOUN
epaa-5845	345	17	of	of	ADP
epaa-5845	345	18	af	af	PROPN
epaa-5845	345	19	are	be	AUX
epaa-5845	345	20	defined	define	VERB
epaa-5845	345	21	as	as	SCONJ
epaa-5845	345	22	follows	follow	VERB
epaa-5845	345	23	:	:	PUNCT
epaa-5845	345	24	1	1	NUM
epaa-5845	345	25	ˆ	ˆ	NOUN
epaa-5845	345	26	ˆγ	ˆγ	NUM
epaa-5845	345	27	γ	γ	PROPN
epaa-5845	345	28	gpa	gpa	PROPN
epaa-5845	345	29	gpa	gpa	PROPN
epaa-5845	345	30	n	n	NOUN
epaa-5845	345	31	=	=	NOUN
epaa-5845	345	32			X
epaa-5845	345	33	and	and	CCONJ
epaa-5845	345	34	1	1	NUM
epaa-5845	345	35	ˆ	ˆ	NOUN
epaa-5845	345	36	ˆγ	ˆγ	NUM
epaa-5845	345	37	γ	γ	X
epaa-5845	345	38	pws	pws	NOUN
epaa-5845	345	39	pws	pws	NOUN
epaa-5845	345	40	n	n	NOUN
epaa-5845	345	41	=	=	SYM
epaa-5845	345	42			X
epaa-5845	345	43	.	.	PUNCT
epaa-5845	346	1	taxonomy	taxonomy	NOUN
epaa-5845	346	2	of	of	ADP
epaa-5845	346	3	grading	grade	VERB
epaa-5845	346	4	practices	practice	NOUN
epaa-5845	346	5	in	in	ADP
epaa-5845	346	6	the	the	DET
epaa-5845	346	7	university	university	NOUN
epaa-5845	346	8	of	of	ADP
epaa-5845	346	9	puerto	puerto	PROPN
epaa-5845	346	10	rico	rico	PROPN
epaa-5845	346	11	at	at	ADP
epaa-5845	346	12	bayamón	bayamón	NOUN
epaa-5845	346	13	,	,	PUNCT
epaa-5845	346	14	1995	1995	NUM
epaa-5845	346	15	-	-	SYM
epaa-5845	346	16	96	96	NUM
epaa-5845	346	17	to	to	ADP
epaa-5845	346	18	2015	2015	NUM
epaa-5845	346	19	-16	-16	SYM
epaa-5845	346	20	17	17	NUM
epaa-5845	346	21	table	table	NOUN
epaa-5845	346	22	4	4	NUM
epaa-5845	346	23	uncovering	uncover	VERB
epaa-5845	346	24	the	the	DET
epaa-5845	346	25	effects	effect	NOUN
epaa-5845	346	26	of	of	ADP
epaa-5845	346	27	unobservable	unobservable	ADJ
epaa-5845	346	28	faculty	faculty	NOUN
epaa-5845	346	29	heterogeneity	heterogeneity	NOUN
epaa-5845	346	30	and	and	CCONJ
epaa-5845	346	31	academic	academic	ADJ
epaa-5845	346	32	fields	field	NOUN
epaa-5845	346	33	on	on	ADP
epaa-5845	346	34	gpa	gpa	PROPN
epaa-5845	346	35	and	and	CCONJ
epaa-5845	346	36	pws	pws	NOUN
epaa-5845	346	37	intercepts	intercept	NOUN
epaa-5845	346	38	:	:	PUNCT
epaa-5845	346	39	α̂	α̂	NUM
epaa-5845	346	40	2.92gpa	2.92gpa	NUM
epaa-5845	346	41	=	=	SYM
epaa-5845	346	42	α̂	α̂	NUM
epaa-5845	346	43	11.56pws	11.56pws	NUM
epaa-5845	346	44	=	=	SYM
epaa-5845	346	45	academic	academic	ADJ
epaa-5845	346	46	fields	field	NOUN
epaa-5845	346	47	gpa	gpa	PROPN
epaa-5845	346	48	γ̂	γ̂	PUNCT
epaa-5845	346	49	gpa	gpa	PROPN
epaa-5845	346	50	ˆgpa	ˆgpa	PROPN
epaa-5845	346	51	pws	pws	NOUN
epaa-5845	346	52	γ̂	γ̂	PUNCT
epaa-5845	346	53	pws	pws	PROPN
epaa-5845	346	54	ˆpws	ˆpws	PROPN
epaa-5845	346	55	physical	physical	ADJ
epaa-5845	346	56	education	education	NOUN
epaa-5845	346	57	3.35	3.35	NUM
epaa-5845	346	58	0.55	0.55	NUM
epaa-5845	346	59	0.03	0.03	NUM
epaa-5845	346	60	4.62	4.62	NUM
epaa-5845	346	61	0.04	0.04	NUM
epaa-5845	346	62	-4.49	-4.49	NUM
epaa-5845	346	63	*	*	PUNCT
epaa-5845	346	64	education	education	NOUN
epaa-5845	346	65	3.21	3.21	NUM
epaa-5845	346	66	0.46	0.46	NUM
epaa-5845	346	67	-0.04	-0.04	NUM
epaa-5845	346	68	6.41	6.41	NUM
epaa-5845	346	69	-1.12	-1.12	NUM
epaa-5845	346	70	-1.57	-1.57	ADJ
epaa-5845	346	71	marketing	marketing	NOUN
epaa-5845	346	72	3.19	3.19	NUM
epaa-5845	346	73	0.13	0.13	NUM
epaa-5845	346	74	0.37	0.37	NUM
epaa-5845	347	1	*	*	PUNCT
epaa-5845	348	1	*	*	PUNCT
epaa-5845	348	2	*	*	PUNCT
epaa-5845	348	3	2.66	2.66	NUM
epaa-5845	348	4	-6.96	-6.96	NUM
epaa-5845	348	5	-0.33	-0.33	ADJ
epaa-5845	348	6	social	social	ADJ
epaa-5845	348	7	sciences	science	NOUN
epaa-5845	348	8	2.97	2.97	NUM
epaa-5845	348	9	0.26	0.26	NUM
epaa-5845	348	10	rg	rg	PROPN
epaa-5845	348	11	5.97	5.97	NUM
epaa-5845	348	12	-1.44	-1.44	X
epaa-5845	348	13	rg	rg	PROPN
epaa-5845	348	14	management	management	PROPN
epaa-5845	348	15	2.95	2.95	NUM
epaa-5845	348	16	0.24	0.24	NUM
epaa-5845	348	17	0.1	0.1	NUM
epaa-5845	348	18	5.41	5.41	NUM
epaa-5845	348	19	-6.08	-6.08	NUM
epaa-5845	348	20	1.82	1.82	NUM
epaa-5845	348	21	english	english	PROPN
epaa-5845	348	22	2.95	2.95	NUM
epaa-5845	348	23	0.66	0.66	NUM
epaa-5845	348	24	-0.38	-0.38	PROPN
epaa-5845	348	25	*	*	PUNCT
epaa-5845	348	26	*	*	PUNCT
epaa-5845	348	27	*	*	PUNCT
epaa-5845	349	1	7.57	7.57	NUM
epaa-5845	349	2	-3.19	-3.19	NUM
epaa-5845	349	3	0.56	0.56	NUM
epaa-5845	349	4	humanities	humanity	NOUN
epaa-5845	349	5	2.93	2.93	NUM
epaa-5845	349	6	0.18	0.18	NUM
epaa-5845	349	7	0.03	0.03	NUM
epaa-5845	349	8	7.08	7.08	NUM
epaa-5845	349	9	1.42	1.42	NUM
epaa-5845	349	10	-3.37	-3.37	ADJ
epaa-5845	349	11	engineering	engineering	NOUN
epaa-5845	349	12	transfers	transfer	NOUN
epaa-5845	349	13	(	(	PUNCT
epaa-5845	349	14	a	a	X
epaa-5845	349	15	)	)	PUNCT
epaa-5845	349	16	2.92	2.92	NUM
epaa-5845	349	17	-0.63	-0.63	NUM
epaa-5845	349	18	0.17	0.17	NUM
epaa-5845	349	19	*	*	PROPN
epaa-5845	349	20	10.6	10.6	NUM
epaa-5845	349	21	0.13	0.13	NUM
epaa-5845	349	22	4.13	4.13	NUM
epaa-5845	349	23	*	*	PUNCT
epaa-5845	349	24	finance	finance	NOUN
epaa-5845	349	25	2.89	2.89	NUM
epaa-5845	349	26	-0.002	-0.002	PUNCT
epaa-5845	349	27	0.26	0.26	NUM
epaa-5845	349	28	*	*	PUNCT
epaa-5845	349	29	*	*	PUNCT
epaa-5845	349	30	*	*	PUNCT
epaa-5845	349	31	6.98	6.98	NUM
epaa-5845	349	32	-3.46	-3.46	NUM
epaa-5845	349	33	0.56	0.56	NUM
epaa-5845	349	34	spanish	spanish	NOUN
epaa-5845	349	35	2.78	2.78	NUM
epaa-5845	349	36	-0.15	-0.15	NUM
epaa-5845	349	37	0.2283	0.2283	NUM
epaa-5845	349	38	5.19	5.19	NUM
epaa-5845	349	39	-1.1	-1.1	NOUN
epaa-5845	349	40	-4.47	-4.47	X
epaa-5845	349	41	electronics	electronic	NOUN
epaa-5845	349	42	2.76	2.76	NUM
epaa-5845	349	43	-0.22	-0.22	NUM
epaa-5845	349	44	0.38	0.38	NUM
epaa-5845	349	45	*	*	PUNCT
epaa-5845	349	46	*	*	PUNCT
epaa-5845	349	47	*	*	PUNCT
epaa-5845	349	48	13.4	13.4	NUM
epaa-5845	349	49	4.48	4.48	NUM
epaa-5845	349	50	-4.13	-4.13	NOUN
epaa-5845	349	51	computer	computer	NOUN
epaa-5845	349	52	sciences	science	NOUN
epaa-5845	349	53	2.76	2.76	NUM
epaa-5845	349	54	-0.12	-0.12	NUM
epaa-5845	349	55	0.18	0.18	NUM
epaa-5845	349	56	11.6	11.6	NUM
epaa-5845	349	57	2.42	2.42	NUM
epaa-5845	349	58	-2.07	-2.07	NUM
epaa-5845	349	59	office	office	NOUN
epaa-5845	349	60	systems	system	NOUN
epaa-5845	349	61	2.75	2.75	NUM
epaa-5845	349	62	-0.04	-0.04	NUM
epaa-5845	349	63	0.1	0.1	NUM
epaa-5845	349	64	8.34	8.34	NUM
epaa-5845	349	65	8.78	8.78	NUM
epaa-5845	349	66	-12.09	-12.09	PROPN
epaa-5845	349	67	*	*	PUNCT
epaa-5845	349	68	*	*	PUNCT
epaa-5845	349	69	*	*	PUNCT
epaa-5845	349	70	accounting	account	VERB
epaa-5845	349	71	2.61	2.61	NUM
epaa-5845	349	72	-0.03	-0.03	NUM
epaa-5845	349	73	-0.03	-0.03	NUM
epaa-5845	349	74	14.3	14.3	NUM
epaa-5845	349	75	-2.01	-2.01	NUM
epaa-5845	349	76	6.43	6.43	NUM
epaa-5845	349	77	*	*	PUNCT
epaa-5845	349	78	*	*	PUNCT
epaa-5845	349	79	*	*	PROPN
epaa-5845	349	80	physics	physics	PROPN
epaa-5845	349	81	2.58	2.58	NUM
epaa-5845	349	82	-0.18	-0.18	NUM
epaa-5845	349	83	-0.01	-0.01	NUM
epaa-5845	349	84	11.4	11.4	NUM
epaa-5845	349	85	-1.23	-1.23	NUM
epaa-5845	349	86	2.96	2.96	NUM
epaa-5845	349	87	materials	material	NOUN
epaa-5845	349	88	management	management	NOUN
epaa-5845	349	89	(	(	PUNCT
epaa-5845	349	90	b	b	NOUN
epaa-5845	349	91	)	)	PUNCT
epaa-5845	349	92	2.56	2.56	NUM
epaa-5845	349	93	-0.27	-0.27	NUM
epaa-5845	349	94	0.41	0.41	NUM
epaa-5845	349	95	*	*	PUNCT
epaa-5845	349	96	*	*	PUNCT
epaa-5845	349	97	*	*	PUNCT
epaa-5845	349	98	8.01	8.01	NUM
epaa-5845	349	99	0.25	0.25	NUM
epaa-5845	349	100	-2.62	-2.62	NUM
epaa-5845	349	101	engineering	engineering	NOUN
epaa-5845	349	102	technologies	technology	NOUN
epaa-5845	349	103	(	(	PUNCT
epaa-5845	349	104	c	c	NOUN
epaa-5845	349	105	)	)	PUNCT
epaa-5845	349	106	2.48	2.48	NUM
epaa-5845	349	107	-0.22	-0.22	NUM
epaa-5845	349	108	0.37	0.37	NUM
epaa-5845	349	109	*	*	PUNCT
epaa-5845	349	110	*	*	PUNCT
epaa-5845	349	111	*	*	PUNCT
epaa-5845	349	112	11.2	11.2	NUM
epaa-5845	349	113	-2.24	-2.24	NUM
epaa-5845	349	114	-1.5	-1.5	PUNCT
epaa-5845	349	115	biology	biology	NOUN
epaa-5845	349	116	2.45	2.45	NUM
epaa-5845	349	117	-0.66	-0.66	NUM
epaa-5845	349	118	0.15	0.15	NUM
epaa-5845	349	119	11.8	11.8	NUM
epaa-5845	349	120	-0.43	-0.43	NUM
epaa-5845	349	121	4.19	4.19	NUM
epaa-5845	349	122	econ	econ	NOUN
epaa-5845	349	123	/	/	SYM
epaa-5845	349	124	stat	stat	PROPN
epaa-5845	349	125	2.28	2.28	NUM
epaa-5845	349	126	-0.02	-0.02	NUM
epaa-5845	349	127	-0.23	-0.23	NOUN
epaa-5845	349	128	*	*	NOUN
epaa-5845	349	129	*	*	PUNCT
epaa-5845	349	130	*	*	PROPN
epaa-5845	349	131	17.4	17.4	NUM
epaa-5845	349	132	1.99	1.99	NUM
epaa-5845	349	133	3.08	3.08	NUM
epaa-5845	349	134	*	*	PUNCT
epaa-5845	349	135	chemistry	chemistry	NOUN
epaa-5845	349	136	2.21	2.21	NUM
epaa-5845	349	137	-1.05	-1.05	NUM
epaa-5845	349	138	0.32	0.32	NUM
epaa-5845	349	139	15.1	15.1	NUM
epaa-5845	349	140	12.63	12.63	NUM
epaa-5845	349	141	-5.71	-5.71	NOUN
epaa-5845	349	142	mathematics	mathematic	NOUN
epaa-5845	349	143	1.73	1.73	NUM
epaa-5845	349	144	-0.13	-0.13	NUM
epaa-5845	349	145	-0.79	-0.79	NOUN
epaa-5845	349	146	*	*	NOUN
epaa-5845	349	147	*	*	PUNCT
epaa-5845	349	148	*	*	PUNCT
epaa-5845	349	149	29.2	29.2	NUM
epaa-5845	349	150	2.89	2.89	NUM
epaa-5845	349	151	14.81	14.81	NUM
epaa-5845	349	152	*	*	PUNCT
epaa-5845	349	153	*	*	PUNCT
epaa-5845	349	154	*	*	PUNCT
epaa-5845	349	155	engineering	engineering	NOUN
epaa-5845	349	156	(	(	PUNCT
epaa-5845	349	157	a	a	DET
epaa-5845	349	158	+	+	NOUN
epaa-5845	349	159	b	b	NOUN
epaa-5845	349	160	+	+	CCONJ
epaa-5845	349	161	c	c	NOUN
epaa-5845	349	162	)	)	PUNCT
epaa-5845	349	163	2.59	2.59	NUM
epaa-5845	349	164	-0.36	-0.36	NUM
epaa-5845	349	165	n	n	CCONJ
epaa-5845	349	166	/	/	SYM
epaa-5845	349	167	a	a	DET
epaa-5845	349	168	10.3	10.3	NUM
epaa-5845	349	169	-0.45	-0.45	NUM
epaa-5845	349	170	n	n	CCONJ
epaa-5845	349	171	/	/	SYM
epaa-5845	349	172	a	a	DET
epaa-5845	349	173	sample	sample	NOUN
epaa-5845	349	174	size	size	NOUN
epaa-5845	349	175	:	:	PUNCT
epaa-5845	349	176	the	the	DET
epaa-5845	349	177	whole	whole	ADJ
epaa-5845	349	178	panel	panel	NOUN
epaa-5845	349	179	data	datum	NOUN
epaa-5845	349	180	of	of	ADP
epaa-5845	349	181	39,337	39,337	NUM
epaa-5845	349	182	courses	course	NOUN
epaa-5845	349	183	offered	offer	VERB
epaa-5845	349	184	along	along	ADP
epaa-5845	349	185	41	41	NUM
epaa-5845	349	186	consecutive	consecutive	ADJ
epaa-5845	349	187	terms	term	NOUN
epaa-5845	349	188	notes	note	VERB
epaa-5845	349	189	:	:	PUNCT
epaa-5845	349	190	ˆ	ˆ	NOUN
epaa-5845	349	191	gpa	gpa	PROPN
epaa-5845	349	192	and	and	CCONJ
epaa-5845	349	193	γ̂	γ̂	NUM
epaa-5845	349	194	pws	pws	NOUN
epaa-5845	349	195	are	be	AUX
epaa-5845	349	196	the	the	DET
epaa-5845	349	197	averages	average	NOUN
epaa-5845	349	198	of	of	ADP
epaa-5845	349	199	the	the	DET
epaa-5845	349	200	unobservable	unobservable	ADJ
epaa-5845	349	201	faculty	faculty	NOUN
epaa-5845	349	202	heterogeneity	heterogeneity	NOUN
epaa-5845	349	203	on	on	ADP
epaa-5845	349	204	the	the	DET
epaa-5845	349	205	equations	equation	NOUN
epaa-5845	349	206	predicting	predict	VERB
epaa-5845	349	207	gpa	gpa	PROPN
epaa-5845	349	208	and	and	CCONJ
epaa-5845	349	209	pws	pws	NOUN
epaa-5845	349	210	,	,	PUNCT
epaa-5845	349	211	respectively	respectively	ADV
epaa-5845	349	212	;	;	PUNCT
epaa-5845	349	213	ˆgpa	ˆgpa	PROPN
epaa-5845	349	214	and	and	CCONJ
epaa-5845	349	215	ˆ	ˆ	PRON
epaa-5845	349	216	pws	pws	NOUN
epaa-5845	349	217			NOUN
epaa-5845	349	218	are	be	AUX
epaa-5845	349	219	the	the	DET
epaa-5845	349	220	estimated	estimated	ADJ
epaa-5845	349	221	af	af	PROPN
epaa-5845	349	222	’s	’s	PART
epaa-5845	349	223	effects	effect	NOUN
epaa-5845	349	224	on	on	ADP
epaa-5845	349	225	the	the	DET
epaa-5845	349	226	intercept	intercept	NOUN
epaa-5845	349	227	of	of	ADP
epaa-5845	349	228	the	the	DET
epaa-5845	349	229	corresponding	corresponding	ADJ
epaa-5845	349	230	equation	equation	NOUN
epaa-5845	349	231	;	;	PUNCT
epaa-5845	349	232	*	*	PUNCT
epaa-5845	349	233	*	*	PUNCT
epaa-5845	349	234	*	*	PUNCT
epaa-5845	349	235	,	,	PUNCT
epaa-5845	349	236	*	*	PUNCT
epaa-5845	349	237	*	*	PUNCT
epaa-5845	349	238	,	,	PUNCT
epaa-5845	349	239	*	*	PUNCT
epaa-5845	349	240	=	=	PRON
epaa-5845	349	241	statistically	statistically	ADV
epaa-5845	349	242	significant	significant	ADJ
epaa-5845	349	243	at	at	ADP
epaa-5845	349	244	1	1	NUM
epaa-5845	349	245	%	%	NOUN
epaa-5845	349	246	,	,	PUNCT
epaa-5845	349	247	5	5	NUM
epaa-5845	349	248	%	%	NOUN
epaa-5845	349	249	and	and	CCONJ
epaa-5845	349	250	10	10	NUM
epaa-5845	349	251	%	%	NOUN
epaa-5845	349	252	level	level	NOUN
epaa-5845	349	253	,	,	PUNCT
epaa-5845	349	254	respectively	respectively	ADV
epaa-5845	349	255	;	;	PUNCT
epaa-5845	349	256	rg	rg	PROPN
epaa-5845	349	257	=	=	PROPN
epaa-5845	349	258	reference	reference	NOUN
epaa-5845	349	259	group	group	NOUN
epaa-5845	349	260	;	;	PUNCT
epaa-5845	349	261	n	n	CCONJ
epaa-5845	349	262	/	/	SYM
epaa-5845	349	263	a	a	PRON
epaa-5845	349	264	=	=	X
epaa-5845	349	265	do	do	AUX
epaa-5845	349	266	not	not	PART
epaa-5845	349	267	apply	apply	VERB
epaa-5845	349	268	.	.	PUNCT
epaa-5845	350	1	figure	figure	NOUN
epaa-5845	350	2	1	1	NUM
epaa-5845	350	3	adds	add	VERB
epaa-5845	350	4	perspective	perspective	NOUN
epaa-5845	350	5	to	to	ADP
epaa-5845	350	6	the	the	DET
epaa-5845	350	7	discussion	discussion	NOUN
epaa-5845	350	8	by	by	ADP
epaa-5845	350	9	showing	show	VERB
epaa-5845	350	10	the	the	DET
epaa-5845	350	11	mean	mean	ADJ
epaa-5845	350	12	ufh	ufh	PROPN
epaa-5845	350	13	effects	effect	NOUN
epaa-5845	350	14	on	on	ADP
epaa-5845	350	15	gpa	gpa	PROPN
epaa-5845	350	16	by	by	ADP
epaa-5845	350	17	afs	afs	NOUN
epaa-5845	350	18	,	,	PUNCT
epaa-5845	350	19	from	from	ADP
epaa-5845	350	20	smallest	small	ADJ
epaa-5845	350	21	to	to	AUX
epaa-5845	350	22	largest	large	ADJ
epaa-5845	350	23	.	.	PUNCT
epaa-5845	351	1	afs	afs	NOUN
epaa-5845	351	2	to	to	ADP
epaa-5845	351	3	the	the	DET
epaa-5845	351	4	left	left	NOUN
epaa-5845	351	5	of	of	ADP
epaa-5845	351	6	the	the	DET
epaa-5845	351	7	abscissa	abscissa	ADJ
epaa-5845	351	8	zero	zero	NUM
epaa-5845	351	9	point	point	NOUN
epaa-5845	351	10	are	be	AUX
epaa-5845	351	11	low	low	ADV
epaa-5845	351	12	-	-	PUNCT
epaa-5845	351	13	grading	grade	VERB
epaa-5845	351	14	,	,	PUNCT
epaa-5845	351	15	while	while	SCONJ
epaa-5845	351	16	those	those	PRON
epaa-5845	351	17	to	to	ADP
epaa-5845	351	18	the	the	DET
epaa-5845	351	19	right	right	NOUN
epaa-5845	351	20	of	of	ADP
epaa-5845	351	21	it	it	PRON
epaa-5845	351	22	are	be	AUX
epaa-5845	351	23	high	high	ADV
epaa-5845	351	24	-	-	PUNCT
epaa-5845	351	25	grading	grade	VERB
epaa-5845	351	26	.	.	PUNCT
epaa-5845	352	1	there	there	PRON
epaa-5845	352	2	are	be	VERB
epaa-5845	352	3	12	12	NUM
epaa-5845	352	4	low	low	ADV
epaa-5845	352	5	-	-	PUNCT
epaa-5845	352	6	grading	grade	VERB
epaa-5845	352	7	afs	afs	NOUN
epaa-5845	352	8	led	lead	VERB
epaa-5845	352	9	by	by	ADP
epaa-5845	352	10	chemistry	chemistry	NOUN
epaa-5845	352	11	(	(	PUNCT
epaa-5845	352	12	-1.05	-1.05	NOUN
epaa-5845	352	13	)	)	PUNCT
epaa-5845	352	14	and	and	CCONJ
epaa-5845	352	15	nine	nine	NUM
epaa-5845	352	16	high	high	ADV
epaa-5845	352	17	-	-	PUNCT
epaa-5845	352	18	grading	grade	VERB
epaa-5845	352	19	ones	one	NOUN
epaa-5845	352	20	led	lead	VERB
epaa-5845	352	21	by	by	ADP
epaa-5845	352	22	english	english	PROPN
epaa-5845	352	23	(	(	PUNCT
epaa-5845	352	24	0.66	0.66	NUM
epaa-5845	352	25	)	)	PUNCT
epaa-5845	352	26	.	.	PUNCT
epaa-5845	353	1	on	on	ADP
epaa-5845	353	2	the	the	DET
epaa-5845	353	3	other	other	ADJ
epaa-5845	353	4	hand	hand	NOUN
epaa-5845	353	5	,	,	PUNCT
epaa-5845	353	6	figure	figure	VERB
epaa-5845	353	7	2	2	NUM
epaa-5845	353	8	plots	plot	NOUN
epaa-5845	353	9	the	the	DET
epaa-5845	353	10	mean	mean	ADJ
epaa-5845	353	11	ufh	ufh	PROPN
epaa-5845	353	12	effects	effect	NOUN
epaa-5845	353	13	on	on	ADP
epaa-5845	353	14	pws	pws	NOUN
epaa-5845	353	15	by	by	ADP
epaa-5845	353	16	af	af	PROPN
epaa-5845	353	17	.	.	PUNCT
epaa-5845	353	18	to	to	PART
epaa-5845	353	19	be	be	AUX
epaa-5845	353	20	consistent	consistent	ADJ
epaa-5845	353	21	(	(	PUNCT
epaa-5845	353	22	ll	ll	NOUN
epaa-5845	353	23	or	or	CCONJ
epaa-5845	353	24	hh	hh	PROPN
epaa-5845	353	25	)	)	PUNCT
epaa-5845	353	26	,	,	PUNCT
epaa-5845	353	27	each	each	PRON
epaa-5845	353	28	af	af	VERB
epaa-5845	353	29	in	in	ADP
epaa-5845	353	30	figure	figure	NOUN
epaa-5845	353	31	1	1	NUM
epaa-5845	353	32	should	should	AUX
epaa-5845	353	33	rotate	rotate	VERB
epaa-5845	353	34	180	180	NUM
epaa-5845	353	35	degrees	degree	NOUN
epaa-5845	353	36	to	to	ADP
epaa-5845	353	37	its	its	PRON
epaa-5845	353	38	right	right	NOUN
epaa-5845	353	39	or	or	CCONJ
epaa-5845	353	40	to	to	ADP
epaa-5845	353	41	its	its	PRON
epaa-5845	353	42	left	left	NOUN
epaa-5845	353	43	.	.	PUNCT
epaa-5845	354	1	that	that	PRON
epaa-5845	354	2	is	be	AUX
epaa-5845	354	3	,	,	PUNCT
epaa-5845	354	4	the	the	DET
epaa-5845	354	5	bars	bar	NOUN
epaa-5845	354	6	’	'	PUNCT
epaa-5845	354	7	direction	direction	NOUN
epaa-5845	354	8	in	in	ADP
epaa-5845	354	9	figure	figure	NOUN
epaa-5845	354	10	2	2	NUM
epaa-5845	354	11	should	should	AUX
epaa-5845	354	12	be	be	AUX
epaa-5845	354	13	the	the	DET
epaa-5845	354	14	opposite	opposite	NOUN
epaa-5845	354	15	of	of	ADP
epaa-5845	354	16	those	those	PRON
epaa-5845	354	17	of	of	ADP
epaa-5845	354	18	figure	figure	NOUN
epaa-5845	354	19	1	1	NUM
epaa-5845	354	20	.	.	PUNCT
epaa-5845	355	1	notwithstanding	notwithstanding	ADP
epaa-5845	355	2	,	,	PUNCT
epaa-5845	355	3	such	such	ADJ
epaa-5845	355	4	is	be	AUX
epaa-5845	355	5	not	not	PART
epaa-5845	355	6	the	the	DET
epaa-5845	355	7	case	case	NOUN
epaa-5845	355	8	.	.	PUNCT
epaa-5845	356	1	table	table	NOUN
epaa-5845	356	2	5	5	NUM
epaa-5845	356	3	reports	report	VERB
epaa-5845	356	4	the	the	DET
epaa-5845	356	5	distribution	distribution	NOUN
epaa-5845	356	6	of	of	ADP
epaa-5845	356	7	afs	afs	NOUN
epaa-5845	356	8	by	by	ADP
epaa-5845	356	9	categories	category	NOUN
epaa-5845	356	10	,	,	PUNCT
epaa-5845	356	11	based	base	VERB
epaa-5845	356	12	on	on	ADP
epaa-5845	356	13	their	their	PRON
epaa-5845	356	14	faculty	faculty	NOUN
epaa-5845	356	15	members	member	NOUN
epaa-5845	356	16	’	'	PUNCT
epaa-5845	356	17	mean	mean	ADJ
epaa-5845	356	18	effects	effect	NOUN
epaa-5845	356	19	.	.	PUNCT
epaa-5845	357	1	there	there	PRON
epaa-5845	357	2	are	be	VERB
epaa-5845	357	3	11	11	NUM
epaa-5845	357	4	consistent	consistent	ADJ
epaa-5845	357	5	afs	afs	NOUN
epaa-5845	357	6	.	.	PUNCT
epaa-5845	358	1	six	six	NUM
epaa-5845	358	2	are	be	AUX
epaa-5845	358	3	ll	ll	NOUN
epaa-5845	358	4	(	(	PUNCT
epaa-5845	358	5	chemistry	chemistry	NOUN
epaa-5845	358	6	,	,	PUNCT
epaa-5845	358	7	mathematics	mathematic	NOUN
epaa-5845	358	8	,	,	PUNCT
epaa-5845	358	9	econ	econ	NOUN
epaa-5845	358	10	/	/	SYM
epaa-5845	358	11	stat	stat	PROPN
epaa-5845	358	12	,	,	PUNCT
epaa-5845	358	13	computer	computer	NOUN
epaa-5845	358	14	sciences	science	NOUN
epaa-5845	358	15	,	,	PUNCT
epaa-5845	358	16	office	office	NOUN
epaa-5845	358	17	systems	system	NOUN
epaa-5845	358	18	,	,	PUNCT
epaa-5845	358	19	and	and	CCONJ
epaa-5845	358	20	electronics	electronic	NOUN
epaa-5845	358	21	)	)	PUNCT
epaa-5845	358	22	and	and	CCONJ
epaa-5845	358	23	five	five	NUM
epaa-5845	358	24	are	be	AUX
epaa-5845	358	25	hh	hh	X
epaa-5845	358	26	(	(	PUNCT
epaa-5845	358	27	education	education	NOUN
epaa-5845	358	28	,	,	PUNCT
epaa-5845	358	29	marketing	marketing	NOUN
epaa-5845	358	30	,	,	PUNCT
epaa-5845	358	31	management	management	NOUN
epaa-5845	358	32	,	,	PUNCT
epaa-5845	358	33	social	social	ADJ
epaa-5845	358	34	sciences	science	NOUN
epaa-5845	358	35	,	,	PUNCT
epaa-5845	358	36	and	and	CCONJ
epaa-5845	358	37	english	english	PROPN
epaa-5845	358	38	)	)	PUNCT
epaa-5845	358	39	.	.	PUNCT
epaa-5845	359	1	on	on	ADP
epaa-5845	359	2	the	the	DET
epaa-5845	359	3	other	other	ADJ
epaa-5845	359	4	hand	hand	NOUN
epaa-5845	359	5	,	,	PUNCT
epaa-5845	359	6	eight	eight	NUM
epaa-5845	359	7	afs	afs	NOUN
epaa-5845	359	8	behave	behave	VERB
epaa-5845	359	9	as	as	ADP
epaa-5845	359	10	aa	aa	PROPN
epaa-5845	359	11	(	(	PUNCT
epaa-5845	359	12	physics	physics	NOUN
epaa-5845	359	13	,	,	PUNCT
epaa-5845	359	14	biology	biology	NOUN
epaa-5845	359	15	,	,	PUNCT
epaa-5845	359	16	engineering	engineering	NOUN
epaa-5845	359	17	,	,	PUNCT
epaa-5845	359	18	accounting	accounting	NOUN
epaa-5845	359	19	,	,	PUNCT
epaa-5845	359	20	finance	finance	NOUN
epaa-5845	359	21	,	,	PUNCT
epaa-5845	359	22	humanities	humanity	NOUN
epaa-5845	359	23	,	,	PUNCT
epaa-5845	359	24	spanish	spanish	ADJ
epaa-5845	359	25	,	,	PUNCT
epaa-5845	359	26	and	and	CCONJ
epaa-5845	359	27	education	education	NOUN
epaa-5845	359	28	)	)	PUNCT
epaa-5845	359	29	.	.	PUNCT
epaa-5845	360	1	education	education	NOUN
epaa-5845	360	2	policy	policy	NOUN
epaa-5845	360	3	analysis	analysis	NOUN
epaa-5845	360	4	archives	archive	NOUN
epaa-5845	360	5	vol	vol	NOUN
epaa-5845	360	6	.	.	PROPN
epaa-5845	361	1	29	29	NUM
epaa-5845	361	2	no	no	NOUN
epaa-5845	361	3	.	.	NOUN
epaa-5845	361	4	57	57	NUM
epaa-5845	361	5	18	18	NUM
epaa-5845	361	6	figure	figure	NOUN
epaa-5845	361	7	1	1	NUM
epaa-5845	361	8	unobservable	unobservable	ADJ
epaa-5845	361	9	faculty	faculty	NOUN
epaa-5845	361	10	heterogeneity	heterogeneity	NOUN
epaa-5845	361	11	effects	effect	NOUN
epaa-5845	361	12	on	on	ADP
epaa-5845	361	13	gpa	gpa	PROPN
epaa-5845	361	14	figure	figure	NOUN
epaa-5845	361	15	2	2	NUM
epaa-5845	361	16	unobservable	unobservable	ADJ
epaa-5845	361	17	faculty	faculty	NOUN
epaa-5845	361	18	heterogeneity	heterogeneity	NOUN
epaa-5845	361	19	effects	effect	NOUN
epaa-5845	361	20	on	on	ADP
epaa-5845	361	21	pws	pws	NOUN
epaa-5845	361	22	taxonomy	taxonomy	NOUN
epaa-5845	361	23	of	of	ADP
epaa-5845	361	24	grading	grade	VERB
epaa-5845	361	25	practices	practice	NOUN
epaa-5845	361	26	in	in	ADP
epaa-5845	361	27	the	the	DET
epaa-5845	361	28	university	university	NOUN
epaa-5845	361	29	of	of	ADP
epaa-5845	361	30	puerto	puerto	PROPN
epaa-5845	361	31	rico	rico	PROPN
epaa-5845	361	32	at	at	ADP
epaa-5845	361	33	bayamón	bayamón	NOUN
epaa-5845	361	34	,	,	PUNCT
epaa-5845	361	35	1995	1995	NUM
epaa-5845	361	36	-	-	SYM
epaa-5845	361	37	96	96	NUM
epaa-5845	361	38	to	to	ADP
epaa-5845	361	39	2015	2015	NUM
epaa-5845	361	40	-16	-16	SYM
epaa-5845	361	41	19	19	NUM
epaa-5845	361	42	table	table	NOUN
epaa-5845	361	43	5	5	NUM
epaa-5845	361	44	academic	academic	ADJ
epaa-5845	361	45	fields	field	NOUN
epaa-5845	361	46	classified	classify	VERB
epaa-5845	361	47	by	by	ADP
epaa-5845	361	48	categories	category	NOUN
epaa-5845	361	49	aa	aa	NOUN
epaa-5845	361	50	(	(	PUNCT
epaa-5845	361	51	lh	lh	PROPN
epaa-5845	361	52	or	or	CCONJ
epaa-5845	361	53	hl	hl	NOUN
epaa-5845	361	54	)	)	PUNCT
epaa-5845	361	55	hh	hh	PROPN
epaa-5845	361	56	ll	ll	PROPN
epaa-5845	361	57	physics	physics	PROPN
epaa-5845	361	58	(	(	PUNCT
epaa-5845	361	59	lh	lh	PROPN
epaa-5845	361	60	)	)	PUNCT
epaa-5845	361	61	marketing	marketing	NOUN
epaa-5845	361	62	mathematics	mathematic	NOUN
epaa-5845	361	63	biology	biology	NOUN
epaa-5845	361	64	(	(	PUNCT
epaa-5845	361	65	lh	lh	NOUN
epaa-5845	361	66	)	)	PUNCT
epaa-5845	361	67	management	management	NOUN
epaa-5845	361	68	chemistry	chemistry	NOUN
epaa-5845	361	69	engineering	engineering	NOUN
epaa-5845	361	70	(	(	PUNCT
epaa-5845	361	71	lh	lh	PROPN
epaa-5845	361	72	)	)	PUNCT
epaa-5845	361	73	social	social	PROPN
epaa-5845	361	74	sciences	sciences	PROPN
epaa-5845	361	75	economics	economics	PROPN
epaa-5845	361	76	&	&	CCONJ
epaa-5845	361	77	statistics	statistics	PROPN
epaa-5845	361	78	accounting	accounting	PROPN
epaa-5845	361	79	(	(	PUNCT
epaa-5845	361	80	lh	lh	PROPN
epaa-5845	361	81	)	)	PUNCT
epaa-5845	361	82	english	english	PROPN
epaa-5845	361	83	electronics	electronic	NOUN
epaa-5845	361	84	finance	finance	NOUN
epaa-5845	361	85	(	(	PUNCT
epaa-5845	361	86	lh	lh	PROPN
epaa-5845	361	87	)	)	PUNCT
epaa-5845	361	88	education	education	NOUN
epaa-5845	361	89	computer	computer	NOUN
epaa-5845	361	90	sciences	sciences	PROPN
epaa-5845	361	91	spanish	spanish	ADJ
epaa-5845	361	92	(	(	PUNCT
epaa-5845	361	93	lh	lh	PROPN
epaa-5845	361	94	)	)	PUNCT
epaa-5845	361	95	office	office	NOUN
epaa-5845	361	96	systems	system	NOUN
epaa-5845	361	97	humanities	humanity	NOUN
epaa-5845	361	98	(	(	PUNCT
epaa-5845	361	99	hl	hl	NOUN
epaa-5845	361	100	)	)	PUNCT
epaa-5845	361	101	physical	physical	ADJ
epaa-5845	361	102	education	education	NOUN
epaa-5845	361	103	(	(	PUNCT
epaa-5845	361	104	hl	hl	NOUN
epaa-5845	361	105	)	)	PUNCT
epaa-5845	361	106	thus	thus	ADV
epaa-5845	361	107	,	,	PUNCT
epaa-5845	361	108	based	base	VERB
epaa-5845	361	109	on	on	ADP
epaa-5845	361	110	its	its	PRON
epaa-5845	361	111	faculty	faculty	NOUN
epaa-5845	361	112	members	member	NOUN
epaa-5845	361	113	’	'	PUNCT
epaa-5845	361	114	mean	mean	ADJ
epaa-5845	361	115	effects	effect	NOUN
epaa-5845	361	116	on	on	ADP
epaa-5845	361	117	gpa	gpa	PROPN
epaa-5845	361	118	and	and	CCONJ
epaa-5845	361	119	pws	pws	NOUN
epaa-5845	361	120	,	,	PUNCT
epaa-5845	361	121	econ	econ	PROPN
epaa-5845	361	122	/	/	SYM
epaa-5845	361	123	stat	stat	PROPN
epaa-5845	361	124	occupies	occupy	VERB
epaa-5845	361	125	the	the	DET
epaa-5845	361	126	third	third	ADJ
epaa-5845	361	127	place	place	NOUN
epaa-5845	361	128	among	among	ADP
epaa-5845	361	129	the	the	DET
epaa-5845	361	130	ll	ll	NOUN
epaa-5845	361	131	afs	afs	NOUN
epaa-5845	361	132	,	,	PUNCT
epaa-5845	361	133	preceded	precede	VERB
epaa-5845	361	134	only	only	ADV
epaa-5845	361	135	by	by	ADP
epaa-5845	361	136	mathematics	mathematic	NOUN
epaa-5845	361	137	and	and	CCONJ
epaa-5845	361	138	chemistry	chemistry	NOUN
epaa-5845	361	139	.	.	PUNCT
epaa-5845	362	1	as	as	SCONJ
epaa-5845	362	2	previously	previously	ADV
epaa-5845	362	3	mentioned	mention	VERB
epaa-5845	362	4	,	,	PUNCT
epaa-5845	362	5	based	base	VERB
epaa-5845	362	6	on	on	ADP
epaa-5845	362	7	their	their	PRON
epaa-5845	362	8	own	own	ADJ
epaa-5845	362	9	estimated	estimate	VERB
epaa-5845	362	10	effects	effect	NOUN
epaa-5845	362	11	(	(	PUNCT
epaa-5845	362	12	)	)	PUNCT
epaa-5845	362	13	ˆ	ˆ	NOUN
epaa-5845	362	14	ˆ	ˆ	PROPN
epaa-5845	362	15	,	,	PUNCT
epaa-5845	362	16	gpa	gpa	NOUN
epaa-5845	362	17	pws	pws	NOUN
epaa-5845	362	18			NOUN
epaa-5845	362	19	,	,	PUNCT
epaa-5845	362	20	only	only	ADV
epaa-5845	362	21	the	the	DET
epaa-5845	362	22	afs	afs	NOUN
epaa-5845	362	23	of	of	ADP
epaa-5845	362	24	mathematics	mathematics	PROPN
epaa-5845	362	25	and	and	CCONJ
epaa-5845	362	26	econ	econ	PROPN
epaa-5845	362	27	/	/	SYM
epaa-5845	362	28	stat	stat	PROPN
epaa-5845	362	29	behave	behave	VERB
epaa-5845	362	30	as	as	ADP
epaa-5845	362	31	ll	ll	NOUN
epaa-5845	362	32	.	.	PUNCT
epaa-5845	363	1	moreover	moreover	ADV
epaa-5845	363	2	,	,	PUNCT
epaa-5845	363	3	among	among	ADP
epaa-5845	363	4	all	all	DET
epaa-5845	363	5	the	the	DET
epaa-5845	363	6	21	21	NUM
epaa-5845	363	7	afs	afs	NOUN
epaa-5845	363	8	,	,	PUNCT
epaa-5845	363	9	the	the	DET
epaa-5845	363	10	mean	mean	ADJ
epaa-5845	363	11	gpa	gpa	PROPN
epaa-5845	363	12	(	(	PUNCT
epaa-5845	363	13	2.28	2.28	NUM
epaa-5845	363	14	)	)	PUNCT
epaa-5845	363	15	and	and	CCONJ
epaa-5845	363	16	pws	pws	NOUN
epaa-5845	363	17	(	(	PUNCT
epaa-5845	363	18	17.4	17.4	NUM
epaa-5845	363	19	%	%	NOUN
epaa-5845	363	20	)	)	PUNCT
epaa-5845	363	21	of	of	ADP
epaa-5845	363	22	econ	econ	PROPN
epaa-5845	363	23	/	/	SYM
epaa-5845	363	24	stat	stat	PROPN
epaa-5845	363	25	are	be	AUX
epaa-5845	363	26	the	the	DET
epaa-5845	363	27	third	third	ADV
epaa-5845	363	28	lowest	low	ADJ
epaa-5845	363	29	and	and	CCONJ
epaa-5845	363	30	the	the	DET
epaa-5845	363	31	second	second	ADJ
epaa-5845	363	32	highest	high	ADJ
epaa-5845	363	33	ones	one	NOUN
epaa-5845	363	34	,	,	PUNCT
epaa-5845	363	35	respectively	respectively	ADV
epaa-5845	363	36	.	.	PUNCT
epaa-5845	364	1	thus	thus	ADV
epaa-5845	364	2	,	,	PUNCT
epaa-5845	364	3	independently	independently	ADV
epaa-5845	364	4	of	of	ADP
epaa-5845	364	5	the	the	DET
epaa-5845	364	6	criteria	criterion	NOUN
epaa-5845	364	7	used	use	VERB
epaa-5845	364	8	,	,	PUNCT
epaa-5845	364	9	econ	econ	NOUN
epaa-5845	364	10	/	/	SYM
epaa-5845	364	11	stat	stat	PROPN
epaa-5845	364	12	ranks	rank	VERB
epaa-5845	364	13	with	with	ADP
epaa-5845	364	14	the	the	DET
epaa-5845	364	15	lowest	lowest	ADV
epaa-5845	364	16	-	-	PUNCT
epaa-5845	364	17	grading	grade	VERB
epaa-5845	364	18	afs	afs	NOUN
epaa-5845	364	19	,	,	PUNCT
epaa-5845	364	20	even	even	ADV
epaa-5845	364	21	lower	low	ADJ
epaa-5845	364	22	than	than	ADP
epaa-5845	364	23	physics	physics	NOUN
epaa-5845	364	24	,	,	PUNCT
epaa-5845	364	25	biology	biology	NOUN
epaa-5845	364	26	,	,	PUNCT
epaa-5845	364	27	and	and	CCONJ
epaa-5845	364	28	engineering	engineering	NOUN
epaa-5845	364	29	transfers	transfer	NOUN
epaa-5845	364	30	.	.	PUNCT
epaa-5845	365	1	predicting	predict	VERB
epaa-5845	365	2	the	the	DET
epaa-5845	365	3	probability	probability	NOUN
epaa-5845	365	4	that	that	SCONJ
epaa-5845	365	5	instructor	instructor	NOUN
epaa-5845	365	6	j	j	PROPN
epaa-5845	365	7	belongs	belong	VERB
epaa-5845	365	8	to	to	ADP
epaa-5845	365	9	a	a	DET
epaa-5845	365	10	determinate	determinate	ADJ
epaa-5845	365	11	category	category	NOUN
epaa-5845	365	12	table	table	NOUN
epaa-5845	365	13	6	6	NUM
epaa-5845	365	14	reports	report	VERB
epaa-5845	365	15	the	the	DET
epaa-5845	365	16	results	result	NOUN
epaa-5845	365	17	of	of	ADP
epaa-5845	365	18	the	the	DET
epaa-5845	365	19	estimated	estimate	VERB
epaa-5845	365	20	multinomial	multinomial	ADJ
epaa-5845	365	21	model	model	NOUN
epaa-5845	365	22	described	describe	VERB
epaa-5845	365	23	in	in	ADP
epaa-5845	365	24	expressions	expression	NOUN
epaa-5845	365	25	(	(	PUNCT
epaa-5845	365	26	13	13	NUM
epaa-5845	365	27	)	)	PUNCT
epaa-5845	365	28	–	–	PUNCT
epaa-5845	365	29	(	(	PUNCT
epaa-5845	365	30	15	15	NUM
epaa-5845	365	31	)	)	PUNCT
epaa-5845	365	32	,	,	PUNCT
epaa-5845	365	33	while	while	SCONJ
epaa-5845	365	34	tables	table	NOUN
epaa-5845	365	35	7	7	NUM
epaa-5845	365	36	and	and	CCONJ
epaa-5845	365	37	8	8	NUM
epaa-5845	365	38	report	report	VERB
epaa-5845	365	39	their	their	PRON
epaa-5845	365	40	estimated	estimate	VERB
epaa-5845	365	41	marginal	marginal	ADJ
epaa-5845	365	42	effects	effect	NOUN
epaa-5845	365	43	.	.	PUNCT
epaa-5845	366	1	the	the	DET
epaa-5845	366	2	model	model	NOUN
epaa-5845	366	3	includes	include	VERB
epaa-5845	366	4	10	10	NUM
epaa-5845	366	5	dummies	dummy	NOUN
epaa-5845	366	6	and	and	CCONJ
epaa-5845	366	7	5	5	NUM
epaa-5845	366	8	standardized	standardized	ADJ
epaa-5845	366	9	semi	semi	ADJ
epaa-5845	366	10	-	-	ADJ
epaa-5845	366	11	continuous	continuous	ADJ
epaa-5845	366	12	regressors	regressor	NOUN
epaa-5845	366	13	.	.	PUNCT
epaa-5845	367	1	among	among	ADP
epaa-5845	367	2	the	the	DET
epaa-5845	367	3	32	32	NUM
epaa-5845	367	4	(	(	PUNCT
epaa-5845	367	5	including	include	VERB
epaa-5845	367	6	the	the	DET
epaa-5845	367	7	constant	constant	ADJ
epaa-5845	367	8	terms	term	NOUN
epaa-5845	367	9	)	)	PUNCT
epaa-5845	367	10	estimated	estimate	VERB
epaa-5845	367	11	coefficients	coefficient	NOUN
epaa-5845	367	12	reported	report	VERB
epaa-5845	367	13	in	in	ADP
epaa-5845	367	14	table	table	NOUN
epaa-5845	367	15	6	6	NUM
epaa-5845	367	16	,	,	PUNCT
epaa-5845	367	17	10	10	NUM
epaa-5845	367	18	(	(	PUNCT
epaa-5845	367	19	31.25	31.25	NUM
epaa-5845	367	20	%	%	NOUN
epaa-5845	367	21	)	)	PUNCT
epaa-5845	367	22	are	be	AUX
epaa-5845	367	23	statistically	statistically	ADV
epaa-5845	367	24	significant	significant	ADJ
epaa-5845	367	25	.	.	PUNCT
epaa-5845	368	1	for	for	ADP
epaa-5845	368	2	instance	instance	NOUN
epaa-5845	368	3	,	,	PUNCT
epaa-5845	368	4	the	the	DET
epaa-5845	368	5	ln	ln	NOUN
epaa-5845	368	6	-	-	PUNCT
epaa-5845	368	7	odds	odd	NOUN
epaa-5845	368	8	between	between	ADP
epaa-5845	368	9	the	the	DET
epaa-5845	368	10	categories	category	NOUN
epaa-5845	368	11	hh	hh	VERB
epaa-5845	368	12	and	and	CCONJ
epaa-5845	368	13	aa	aa	NOUN
epaa-5845	368	14	is	be	AUX
epaa-5845	368	15	1.78	1.78	NUM
epaa-5845	368	16	points	point	NOUN
epaa-5845	368	17	higher	high	ADJ
epaa-5845	368	18	for	for	ADP
epaa-5845	368	19	faculty	faculty	NOUN
epaa-5845	368	20	members	member	NOUN
epaa-5845	368	21	from	from	ADP
epaa-5845	368	22	cluster	cluster	NOUN
epaa-5845	368	23	3	3	NUM
epaa-5845	368	24	,	,	PUNCT
epaa-5845	368	25	and	and	CCONJ
epaa-5845	368	26	such	such	DET
epaa-5845	368	27	a	a	DET
epaa-5845	368	28	coefficient	coefficient	NOUN
epaa-5845	368	29	is	be	AUX
epaa-5845	368	30	highly	highly	ADV
epaa-5845	368	31	significant	significant	ADJ
epaa-5845	368	32	.	.	PUNCT
epaa-5845	369	1	the	the	DET
epaa-5845	369	2	problem	problem	NOUN
epaa-5845	369	3	is	be	AUX
epaa-5845	369	4	that	that	SCONJ
epaa-5845	369	5	the	the	DET
epaa-5845	369	6	magnitudes	magnitude	NOUN
epaa-5845	369	7	of	of	ADP
epaa-5845	369	8	these	these	DET
epaa-5845	369	9	kinds	kind	NOUN
epaa-5845	369	10	of	of	ADP
epaa-5845	369	11	coefficients	coefficient	NOUN
epaa-5845	369	12	are	be	AUX
epaa-5845	369	13	difficult	difficult	ADJ
epaa-5845	369	14	to	to	PART
epaa-5845	369	15	interpret.16	interpret.16	VERB
epaa-5845	369	16	what	what	PRON
epaa-5845	369	17	really	really	ADV
epaa-5845	369	18	matters	matter	VERB
epaa-5845	369	19	is	be	AUX
epaa-5845	369	20	the	the	DET
epaa-5845	369	21	direction	direction	NOUN
epaa-5845	369	22	(	(	PUNCT
epaa-5845	369	23	sign	sign	NOUN
epaa-5845	369	24	)	)	PUNCT
epaa-5845	369	25	and	and	CCONJ
epaa-5845	369	26	the	the	DET
epaa-5845	369	27	magnitudes	magnitude	NOUN
epaa-5845	369	28	of	of	ADP
epaa-5845	369	29	the	the	DET
epaa-5845	369	30	relationship	relationship	NOUN
epaa-5845	369	31	between	between	ADP
epaa-5845	369	32	the	the	DET
epaa-5845	369	33	dependent	dependent	ADJ
epaa-5845	369	34	variable	variable	NOUN
epaa-5845	369	35	and	and	CCONJ
epaa-5845	369	36	the	the	DET
epaa-5845	369	37	regressors	regressor	NOUN
epaa-5845	369	38	.	.	PUNCT
epaa-5845	370	1	however	however	ADV
epaa-5845	370	2	,	,	PUNCT
epaa-5845	370	3	neither	neither	CCONJ
epaa-5845	370	4	the	the	DET
epaa-5845	370	5	sign	sign	NOUN
epaa-5845	370	6	of	of	ADP
epaa-5845	370	7	the	the	DET
epaa-5845	370	8	estimated	estimate	VERB
epaa-5845	370	9	regression	regression	NOUN
epaa-5845	370	10	coefficients	coefficient	NOUN
epaa-5845	370	11	nor	nor	CCONJ
epaa-5845	370	12	their	their	PRON
epaa-5845	370	13	values	value	NOUN
epaa-5845	370	14	shed	shed	VERB
epaa-5845	370	15	light	light	NOUN
epaa-5845	370	16	on	on	ADP
epaa-5845	370	17	such	such	DET
epaa-5845	370	18	an	an	DET
epaa-5845	370	19	issue	issue	NOUN
epaa-5845	370	20	.	.	PUNCT
epaa-5845	371	1	in	in	ADP
epaa-5845	371	2	order	order	NOUN
epaa-5845	371	3	to	to	PART
epaa-5845	371	4	circumvent	circumvent	VERB
epaa-5845	371	5	this	this	DET
epaa-5845	371	6	limitation	limitation	NOUN
epaa-5845	371	7	,	,	PUNCT
epaa-5845	371	8	the	the	DET
epaa-5845	371	9	attention	attention	NOUN
epaa-5845	371	10	centers	center	NOUN
epaa-5845	371	11	on	on	ADP
epaa-5845	371	12	their	their	PRON
epaa-5845	371	13	estimated	estimate	VERB
epaa-5845	371	14	marginal	marginal	ADJ
epaa-5845	371	15	effects	effect	NOUN
epaa-5845	371	16	,	,	PUNCT
epaa-5845	371	17	which	which	PRON
epaa-5845	371	18	table	table	VERB
epaa-5845	371	19	7	7	NUM
epaa-5845	371	20	reports	report	NOUN
epaa-5845	371	21	.	.	PUNCT
epaa-5845	372	1	partial	partial	ADJ
epaa-5845	372	2	derivatives	derivative	NOUN
epaa-5845	372	3	from	from	ADP
epaa-5845	372	4	expressions	expression	NOUN
epaa-5845	372	5	(	(	PUNCT
epaa-5845	372	6	13	13	NUM
epaa-5845	372	7	)	)	PUNCT
epaa-5845	372	8	(	(	PUNCT
epaa-5845	372	9	15	15	NUM
epaa-5845	372	10	)	)	PUNCT
epaa-5845	372	11	are	be	AUX
epaa-5845	372	12	cumbersome	cumbersome	ADJ
epaa-5845	372	13	.	.	PUNCT
epaa-5845	373	1	after	after	ADP
epaa-5845	373	2	some	some	DET
epaa-5845	373	3	algebraic	algebraic	ADJ
epaa-5845	373	4	manipulations	manipulation	NOUN
epaa-5845	373	5	,	,	PUNCT
epaa-5845	373	6	they	they	PRON
epaa-5845	373	7	simplify	simplify	VERB
epaa-5845	373	8	to17	to17	PROPN
epaa-5845	373	9	(	(	PUNCT
epaa-5845	373	10	)	)	PUNCT
epaa-5845	373	11	(	(	PUNCT
epaa-5845	373	12	)	)	PUNCT
epaa-5845	373	13	(	(	PUNCT
epaa-5845	373	14	)	)	PUNCT
epaa-5845	373	15	(	(	PUNCT
epaa-5845	373	16	)	)	PUNCT
epaa-5845	373	17			NOUN
epaa-5845	373	18	1	1	NOUN
epaa-5845	373	19	2	2	NUM
epaa-5845	373	20	0	0	NUM
epaa-5845	373	21	0	0	NUM
epaa-5845	373	22	0	0	NUM
epaa-5845	373	23	β	β	X
epaa-5845	373	24	1	1	NUM
epaa-5845	373	25	β	β	NOUN
epaa-5845	373	26	2i	2i	NUM
epaa-5845	374	1	i	i	PRON
epaa-5845	374	2	i	i	PRON
epaa-5845	375	1	p	p	VERB
epaa-5845	375	2	y	y	PROPN
epaa-5845	375	3	p	p	NOUN
epaa-5845	375	4	y	y	PROPN
epaa-5845	376	1	p	p	PROPN
epaa-5845	376	2	y	y	PROPN
epaa-5845	376	3	p	p	X
epaa-5845	376	4	y	y	PROPN
epaa-5845	376	5	x	x	SYM
epaa-5845	376	6			ADJ
epaa-5845	376	7	=	=	PUNCT
epaa-5845	376	8	=	=	PUNCT
epaa-5845	376	9	=	=	PUNCT
epaa-5845	377	1	−	−	PROPN
epaa-5845	377	2			PROPN
epaa-5845	377	3	=	=	SYM
epaa-5845	377	4	−	−	PROPN
epaa-5845	377	5			PROPN
epaa-5845	377	6	=	=	SYM
epaa-5845	377	7			ADJ
epaa-5845	377	8	(	(	PUNCT
epaa-5845	377	9	16	16	NUM
epaa-5845	377	10	)	)	PUNCT
epaa-5845	377	11	16	16	NUM
epaa-5845	377	12	for	for	ADP
epaa-5845	377	13	details	detail	NOUN
epaa-5845	377	14	,	,	PUNCT
epaa-5845	377	15	refer	refer	VERB
epaa-5845	377	16	to	to	ADP
epaa-5845	377	17	greene	greene	PROPN
epaa-5845	377	18	(	(	PUNCT
epaa-5845	377	19	2012	2012	NUM
epaa-5845	377	20	,	,	PUNCT
epaa-5845	377	21	p.	p.	NOUN
epaa-5845	377	22	764	764	NUM
epaa-5845	377	23	)	)	PUNCT
epaa-5845	377	24	.	.	PUNCT
epaa-5845	378	1	17	17	NUM
epaa-5845	378	2	for	for	ADP
epaa-5845	378	3	specific	specific	ADJ
epaa-5845	378	4	details	detail	NOUN
epaa-5845	378	5	,	,	PUNCT
epaa-5845	378	6	refer	refer	VERB
epaa-5845	378	7	to	to	ADP
epaa-5845	378	8	greene	greene	PROPN
epaa-5845	378	9	(	(	PUNCT
epaa-5845	378	10	2012	2012	NUM
epaa-5845	378	11	,	,	PUNCT
epaa-5845	378	12	pp	pp	ADJ
epaa-5845	378	13	.	.	PUNCT
epaa-5845	379	1	763	763	NUM
epaa-5845	379	2	-	-	SYM
epaa-5845	379	3	766	766	NUM
epaa-5845	379	4	)	)	PUNCT
epaa-5845	379	5	.	.	PUNCT
epaa-5845	380	1	education	education	NOUN
epaa-5845	380	2	policy	policy	NOUN
epaa-5845	380	3	analysis	analysis	NOUN
epaa-5845	380	4	archives	archive	NOUN
epaa-5845	380	5	vol	vol	NOUN
epaa-5845	380	6	.	.	PROPN
epaa-5845	381	1	29	29	NUM
epaa-5845	381	2	no	no	NOUN
epaa-5845	381	3	.	.	NOUN
epaa-5845	382	1	57	57	NUM
epaa-5845	382	2	20	20	NUM
epaa-5845	382	3	(	(	PUNCT
epaa-5845	382	4	)	)	PUNCT
epaa-5845	382	5	(	(	PUNCT
epaa-5845	382	6	)	)	PUNCT
epaa-5845	382	7	(	(	PUNCT
epaa-5845	382	8	)	)	PUNCT
epaa-5845	382	9	(	(	PUNCT
epaa-5845	382	10	)	)	PUNCT
epaa-5845	383	1			NOUN
epaa-5845	383	2	1	1	NOUN
epaa-5845	383	3	1	1	NUM
epaa-5845	383	4	2	2	NUM
epaa-5845	383	5	1	1	NUM
epaa-5845	383	6	1	1	NUM
epaa-5845	383	7	β	β	X
epaa-5845	383	8	β	β	X
epaa-5845	383	9	1	1	NUM
epaa-5845	383	10	β	β	NOUN
epaa-5845	383	11	2i	2i	NUM
epaa-5845	384	1	i	i	PRON
epaa-5845	385	1	i	i	PRON
epaa-5845	386	1	i	i	PRON
epaa-5845	387	1	p	p	VERB
epaa-5845	387	2	y	y	PROPN
epaa-5845	387	3	p	p	NOUN
epaa-5845	387	4	y	y	PROPN
epaa-5845	388	1	p	p	PROPN
epaa-5845	388	2	y	y	PROPN
epaa-5845	388	3	p	p	X
epaa-5845	388	4	y	y	PROPN
epaa-5845	388	5	x	x	SYM
epaa-5845	388	6			ADJ
epaa-5845	388	7	=	=	PUNCT
epaa-5845	388	8	=	=	PUNCT
epaa-5845	388	9	=	=	PUNCT
epaa-5845	389	1	−	−	PROPN
epaa-5845	389	2			PROPN
epaa-5845	389	3	=	=	SYM
epaa-5845	390	1	−	−	PROPN
epaa-5845	390	2			PROPN
epaa-5845	390	3	=	=	SYM
epaa-5845	390	4			ADJ
epaa-5845	390	5	(	(	PUNCT
epaa-5845	390	6	17	17	NUM
epaa-5845	390	7	)	)	PUNCT
epaa-5845	390	8	(	(	PUNCT
epaa-5845	390	9	)	)	PUNCT
epaa-5845	390	10	(	(	PUNCT
epaa-5845	390	11	)	)	PUNCT
epaa-5845	390	12	(	(	PUNCT
epaa-5845	390	13	)	)	PUNCT
epaa-5845	390	14	(	(	PUNCT
epaa-5845	390	15	)	)	PUNCT
epaa-5845	390	16			NOUN
epaa-5845	390	17	2	2	NOUN
epaa-5845	390	18	1	1	NUM
epaa-5845	390	19	2	2	NUM
epaa-5845	390	20	2	2	NUM
epaa-5845	390	21	2	2	NUM
epaa-5845	390	22	β	β	X
epaa-5845	390	23	β	β	X
epaa-5845	390	24	1	1	NUM
epaa-5845	390	25	β	β	NOUN
epaa-5845	390	26	2i	2i	NUM
epaa-5845	391	1	i	i	PRON
epaa-5845	391	2	i	i	PRON
epaa-5845	392	1	i	i	PRON
epaa-5845	393	1	p	p	VERB
epaa-5845	393	2	y	y	PROPN
epaa-5845	393	3	p	p	NOUN
epaa-5845	393	4	y	y	PROPN
epaa-5845	394	1	p	p	PROPN
epaa-5845	394	2	y	y	PROPN
epaa-5845	394	3	p	p	X
epaa-5845	394	4	y	y	PROPN
epaa-5845	394	5	x	x	SYM
epaa-5845	394	6			ADJ
epaa-5845	394	7	=	=	PUNCT
epaa-5845	394	8	=	=	PUNCT
epaa-5845	394	9	=	=	PUNCT
epaa-5845	395	1	−	−	PROPN
epaa-5845	395	2			PROPN
epaa-5845	395	3	=	=	SYM
epaa-5845	395	4	−	−	PROPN
epaa-5845	395	5			PROPN
epaa-5845	395	6	=	=	SYM
epaa-5845	395	7			ADJ
epaa-5845	395	8	(	(	PUNCT
epaa-5845	395	9	18	18	NUM
epaa-5845	395	10	)	)	PUNCT
epaa-5845	395	11	the	the	DET
epaa-5845	395	12	evaluation	evaluation	NOUN
epaa-5845	395	13	of	of	ADP
epaa-5845	395	14	the	the	DET
epaa-5845	395	15	derivatives	derivative	NOUN
epaa-5845	395	16	occurs	occur	VERB
epaa-5845	395	17	at	at	ADP
epaa-5845	395	18	the	the	DET
epaa-5845	395	19	means	mean	NOUN
epaa-5845	395	20	of	of	ADP
epaa-5845	395	21	the	the	DET
epaa-5845	395	22	independent	independent	ADJ
epaa-5845	395	23	variables	variable	NOUN
epaa-5845	395	24	,	,	PUNCT
epaa-5845	395	25	which	which	PRON
epaa-5845	395	26	normally	normally	ADV
epaa-5845	395	27	include	include	VERB
epaa-5845	395	28	several	several	ADJ
epaa-5845	395	29	dummies	dummy	NOUN
epaa-5845	395	30	.	.	PUNCT
epaa-5845	396	1	by	by	ADP
epaa-5845	396	2	definition	definition	NOUN
epaa-5845	396	3	,	,	PUNCT
epaa-5845	396	4	a	a	DET
epaa-5845	396	5	partial	partial	ADJ
epaa-5845	396	6	derivative	derivative	ADJ
epaa-5845	396	7	measures	measure	NOUN
epaa-5845	396	8	the	the	DET
epaa-5845	396	9	effect	effect	NOUN
epaa-5845	396	10	on	on	ADP
epaa-5845	396	11	the	the	DET
epaa-5845	396	12	dependent	dependent	ADJ
epaa-5845	396	13	variable	variable	NOUN
epaa-5845	396	14	of	of	ADP
epaa-5845	396	15	an	an	DET
epaa-5845	396	16	infinitesimal	infinitesimal	ADJ
epaa-5845	396	17	change	change	NOUN
epaa-5845	396	18	in	in	ADP
epaa-5845	396	19	a	a	DET
epaa-5845	396	20	determinate	determinate	ADJ
epaa-5845	396	21	regressor	regressor	NOUN
epaa-5845	396	22	,	,	PUNCT
epaa-5845	396	23	other	other	ADJ
epaa-5845	396	24	things	thing	NOUN
epaa-5845	396	25	being	be	AUX
epaa-5845	396	26	equal	equal	ADJ
epaa-5845	396	27	.	.	PUNCT
epaa-5845	397	1	however	however	ADV
epaa-5845	397	2	,	,	PUNCT
epaa-5845	397	3	such	such	DET
epaa-5845	397	4	a	a	DET
epaa-5845	397	5	procedure	procedure	NOUN
epaa-5845	397	6	is	be	AUX
epaa-5845	397	7	unfeasible	unfeasible	ADJ
epaa-5845	397	8	in	in	ADP
epaa-5845	397	9	the	the	DET
epaa-5845	397	10	case	case	NOUN
epaa-5845	397	11	of	of	ADP
epaa-5845	397	12	dummies	dummy	NOUN
epaa-5845	397	13	.	.	PUNCT
epaa-5845	398	1	according	accord	VERB
epaa-5845	398	2	to	to	ADP
epaa-5845	398	3	greene	greene	PROPN
epaa-5845	398	4	(	(	PUNCT
epaa-5845	398	5	2012	2012	NUM
epaa-5845	398	6	,	,	PUNCT
epaa-5845	398	7	p.	p.	NOUN
epaa-5845	398	8	690	690	NUM
epaa-5845	398	9	)	)	PUNCT
epaa-5845	398	10	,	,	PUNCT
epaa-5845	398	11	the	the	DET
epaa-5845	398	12	appropriate	appropriate	ADJ
epaa-5845	398	13	marginal	marginal	ADJ
epaa-5845	398	14	effect	effect	NOUN
epaa-5845	398	15	for	for	ADP
epaa-5845	398	16	a	a	DET
epaa-5845	398	17	binary	binary	ADJ
epaa-5845	398	18	independent	independent	ADJ
epaa-5845	398	19	variable	variable	NOUN
epaa-5845	398	20	d	d	PROPN
epaa-5845	398	21	would	would	AUX
epaa-5845	398	22	be	be	AUX
epaa-5845	398	23	(	(	PUNCT
epaa-5845	398	24	)	)	PUNCT
epaa-5845	398	25	(	(	PUNCT
epaa-5845	398	26	)	)	PUNCT
epaa-5845	398	27	1	1	NUM
epaa-5845	398	28	,	,	PUNCT
epaa-5845	398	29	1	1	NUM
epaa-5845	398	30	1	1	NUM
epaa-5845	398	31	,	,	PUNCT
epaa-5845	398	32	0p	0p	NUM
epaa-5845	398	33	y	y	PROPN
epaa-5845	399	1	d	d	X
epaa-5845	399	2	p	p	X
epaa-5845	399	3	y	y	PROPN
epaa-5845	399	4	d=	d=	NOUN
epaa-5845	399	5	=	=	PUNCT
epaa-5845	400	1	−	−	NOUN
epaa-5845	400	2	=	=	PUNCT
epaa-5845	401	1	=	=	NOUN
epaa-5845	401	2	x	x	SYM
epaa-5845	401	3	x	x	X
epaa-5845	401	4	(	(	PUNCT
epaa-5845	401	5	19	19	NUM
epaa-5845	401	6	)	)	PUNCT
epaa-5845	401	7	however	however	ADV
epaa-5845	401	8	,	,	PUNCT
epaa-5845	401	9	nlogit	nlogit	PROPN
epaa-5845	401	10	5	5	NUM
epaa-5845	401	11	(	(	PUNCT
epaa-5845	401	12	2012	2012	NUM
epaa-5845	401	13	)	)	PUNCT
epaa-5845	401	14	computes	compute	VERB
epaa-5845	401	15	all	all	DET
epaa-5845	401	16	partial	partial	ADJ
epaa-5845	401	17	derivatives	derivative	NOUN
epaa-5845	401	18	according	accord	VERB
epaa-5845	401	19	to	to	ADP
epaa-5845	401	20	expressions	expression	NOUN
epaa-5845	401	21	(	(	PUNCT
epaa-5845	401	22	16	16	NUM
epaa-5845	401	23	)	)	PUNCT
epaa-5845	401	24	(	(	PUNCT
epaa-5845	401	25	18	18	NUM
epaa-5845	401	26	)	)	PUNCT
epaa-5845	401	27	,	,	PUNCT
epaa-5845	401	28	including	include	VERB
epaa-5845	401	29	those	those	PRON
epaa-5845	401	30	for	for	ADP
epaa-5845	401	31	the	the	DET
epaa-5845	401	32	dummies	dummy	NOUN
epaa-5845	401	33	.	.	PUNCT
epaa-5845	402	1	on	on	ADP
epaa-5845	402	2	the	the	DET
epaa-5845	402	3	other	other	ADJ
epaa-5845	402	4	hand	hand	NOUN
epaa-5845	402	5	,	,	PUNCT
epaa-5845	402	6	this	this	DET
epaa-5845	402	7	study	study	NOUN
epaa-5845	402	8	aims	aim	VERB
epaa-5845	402	9	to	to	PART
epaa-5845	402	10	measure	measure	VERB
epaa-5845	402	11	the	the	DET
epaa-5845	402	12	effect	effect	NOUN
epaa-5845	402	13	on	on	ADP
epaa-5845	402	14	the	the	DET
epaa-5845	402	15	probability	probability	NOUN
epaa-5845	402	16	of	of	ADP
epaa-5845	402	17	a	a	DET
epaa-5845	402	18	determinate	determinate	ADJ
epaa-5845	402	19	outcome	outcome	NOUN
epaa-5845	402	20	of	of	ADP
epaa-5845	402	21	changes	change	NOUN
epaa-5845	402	22	of	of	ADP
epaa-5845	402	23	one	one	NUM
epaa-5845	402	24	standard	standard	ADJ
epaa-5845	402	25	deviation	deviation	NOUN
epaa-5845	402	26	above	above	ADP
epaa-5845	402	27	or	or	CCONJ
epaa-5845	402	28	below	below	ADP
epaa-5845	402	29	the	the	DET
epaa-5845	402	30	mean	mean	NOUN
epaa-5845	402	31	of	of	ADP
epaa-5845	402	32	a	a	DET
epaa-5845	402	33	regressor	regressor	NOUN
epaa-5845	402	34	.	.	PUNCT
epaa-5845	403	1	changes	change	NOUN
epaa-5845	403	2	of	of	ADP
epaa-5845	403	3	such	such	ADJ
epaa-5845	403	4	magnitude	magnitude	NOUN
epaa-5845	403	5	are	be	AUX
epaa-5845	403	6	in	in	ADP
epaa-5845	403	7	no	no	DET
epaa-5845	403	8	way	way	NOUN
epaa-5845	403	9	infinitesimals	infinitesimal	NOUN
epaa-5845	403	10	.	.	PUNCT
epaa-5845	404	1	thus	thus	ADV
epaa-5845	404	2	,	,	PUNCT
epaa-5845	404	3	table	table	NOUN
epaa-5845	404	4	8	8	NUM
epaa-5845	404	5	reports	report	VERB
epaa-5845	404	6	marginal	marginal	ADJ
epaa-5845	404	7	effects	effect	NOUN
epaa-5845	404	8	for	for	ADP
epaa-5845	404	9	dummies	dummy	NOUN
epaa-5845	404	10	computed	compute	VERB
epaa-5845	404	11	according	accord	VERB
epaa-5845	404	12	to	to	ADP
epaa-5845	404	13	expression	expression	NOUN
epaa-5845	404	14	(	(	PUNCT
epaa-5845	404	15	19	19	NUM
epaa-5845	404	16	)	)	PUNCT
epaa-5845	404	17	,	,	PUNCT
epaa-5845	404	18	as	as	ADV
epaa-5845	404	19	well	well	ADV
epaa-5845	404	20	as	as	ADP
epaa-5845	404	21	for	for	ADP
epaa-5845	404	22	the	the	DET
epaa-5845	404	23	semi	semi	ADJ
epaa-5845	404	24	continuous	continuous	ADJ
epaa-5845	404	25	standardized	standardized	ADJ
epaa-5845	404	26	regressors	regressor	NOUN
epaa-5845	404	27	.	.	PUNCT
epaa-5845	405	1	in	in	ADP
epaa-5845	405	2	both	both	DET
epaa-5845	405	3	instances	instance	NOUN
epaa-5845	405	4	,	,	PUNCT
epaa-5845	405	5	the	the	DET
epaa-5845	405	6	evaluation	evaluation	NOUN
epaa-5845	405	7	of	of	ADP
epaa-5845	405	8	the	the	DET
epaa-5845	405	9	base	base	NOUN
epaa-5845	405	10	line	line	NOUN
epaa-5845	405	11	model	model	NOUN
epaa-5845	405	12	outcomes	outcome	NOUN
epaa-5845	405	13	probabilities	probability	NOUN
epaa-5845	405	14	occurs	occur	VERB
epaa-5845	405	15	at	at	ADP
epaa-5845	405	16	the	the	DET
epaa-5845	405	17	mean	mean	ADJ
epaa-5845	405	18	values	value	NOUN
epaa-5845	405	19	and	and	CCONJ
epaa-5845	405	20	at	at	ADP
epaa-5845	405	21	the	the	DET
epaa-5845	405	22	reference	reference	NOUN
epaa-5845	405	23	groups	group	NOUN
epaa-5845	405	24	.	.	PUNCT
epaa-5845	406	1	hence	hence	ADV
epaa-5845	406	2	,	,	PUNCT
epaa-5845	406	3	the	the	DET
epaa-5845	406	4	base	base	NOUN
epaa-5845	406	5	line	line	NOUN
epaa-5845	406	6	model	model	NOUN
epaa-5845	406	7	includes	include	VERB
epaa-5845	406	8	only	only	ADV
epaa-5845	406	9	the	the	DET
epaa-5845	406	10	constant	constant	ADJ
epaa-5845	406	11	terms	term	NOUN
epaa-5845	406	12	of	of	ADP
epaa-5845	406	13	the	the	DET
epaa-5845	406	14	equations	equation	NOUN
epaa-5845	406	15	reported	report	VERB
epaa-5845	406	16	in	in	ADP
epaa-5845	406	17	table	table	NOUN
epaa-5845	406	18	6	6	NUM
epaa-5845	406	19	.	.	PUNCT
epaa-5845	407	1	the	the	DET
epaa-5845	407	2	estimation	estimation	NOUN
epaa-5845	407	3	of	of	ADP
epaa-5845	407	4	marginal	marginal	ADJ
epaa-5845	407	5	effects	effect	NOUN
epaa-5845	407	6	uses	use	VERB
epaa-5845	407	7	the	the	DET
epaa-5845	407	8	difference	difference	NOUN
epaa-5845	407	9	between	between	ADP
epaa-5845	407	10	the	the	DET
epaa-5845	407	11	base	base	NOUN
epaa-5845	407	12	line	line	NOUN
epaa-5845	407	13	model	model	NOUN
epaa-5845	407	14	outcomes	outcome	NOUN
epaa-5845	407	15	probabilities	probability	NOUN
epaa-5845	407	16	and	and	CCONJ
epaa-5845	407	17	the	the	DET
epaa-5845	407	18	respective	respective	ADJ
epaa-5845	407	19	ones	one	NOUN
epaa-5845	407	20	when	when	SCONJ
epaa-5845	407	21	the	the	DET
epaa-5845	407	22	regressor	regressor	NOUN
epaa-5845	407	23	of	of	ADP
epaa-5845	407	24	interest	interest	NOUN
epaa-5845	407	25	enters	enter	VERB
epaa-5845	407	26	into	into	ADP
epaa-5845	407	27	expressions	expression	NOUN
epaa-5845	407	28	(	(	PUNCT
epaa-5845	407	29	13	13	NUM
epaa-5845	407	30	)	)	PUNCT
epaa-5845	407	31	–	–	PUNCT
epaa-5845	407	32	(	(	PUNCT
epaa-5845	407	33	15	15	NUM
epaa-5845	407	34	)	)	PUNCT
epaa-5845	407	35	,	,	PUNCT
epaa-5845	407	36	one	one	NUM
epaa-5845	407	37	at	at	ADP
epaa-5845	407	38	a	a	DET
epaa-5845	407	39	time	time	NOUN
epaa-5845	407	40	.	.	PUNCT
epaa-5845	408	1	the	the	DET
epaa-5845	408	2	discussion	discussion	NOUN
epaa-5845	408	3	that	that	PRON
epaa-5845	408	4	follows	follow	VERB
epaa-5845	408	5	rests	rest	NOUN
epaa-5845	408	6	on	on	ADP
epaa-5845	408	7	results	result	NOUN
epaa-5845	408	8	from	from	ADP
epaa-5845	408	9	table	table	NOUN
epaa-5845	408	10	8	8	NUM
epaa-5845	408	11	,	,	PUNCT
epaa-5845	408	12	while	while	SCONJ
epaa-5845	408	13	those	those	PRON
epaa-5845	408	14	of	of	ADP
epaa-5845	408	15	table	table	NOUN
epaa-5845	408	16	7	7	NUM
epaa-5845	408	17	will	will	AUX
epaa-5845	408	18	serve	serve	VERB
epaa-5845	408	19	as	as	ADP
epaa-5845	408	20	a	a	DET
epaa-5845	408	21	basis	basis	NOUN
epaa-5845	408	22	for	for	ADP
epaa-5845	408	23	comparison	comparison	NOUN
epaa-5845	408	24	.	.	PUNCT
epaa-5845	409	1	for	for	ADP
epaa-5845	409	2	analytical	analytical	ADJ
epaa-5845	409	3	purposes	purpose	NOUN
epaa-5845	409	4	,	,	PUNCT
epaa-5845	409	5	it	it	PRON
epaa-5845	409	6	is	be	AUX
epaa-5845	409	7	convenient	convenient	ADJ
epaa-5845	409	8	to	to	PART
epaa-5845	409	9	classify	classify	VERB
epaa-5845	409	10	afs	afs	NOUN
epaa-5845	409	11	into	into	ADP
epaa-5845	409	12	four	four	NUM
epaa-5845	409	13	clusters	cluster	NOUN
epaa-5845	409	14	:	:	PUNCT
epaa-5845	409	15	c1	c1	PROPN
epaa-5845	409	16	,	,	PUNCT
epaa-5845	409	17	c2	c2	PROPN
epaa-5845	409	18	,	,	PUNCT
epaa-5845	409	19	c3	c3	PROPN
epaa-5845	409	20	,	,	PUNCT
epaa-5845	409	21	and	and	CCONJ
epaa-5845	409	22	c4	c4	NOUN
epaa-5845	409	23	.	.	PUNCT
epaa-5845	410	1	c1	c1	PROPN
epaa-5845	410	2	consists	consist	VERB
epaa-5845	410	3	of	of	ADP
epaa-5845	410	4	mathematics	mathematic	NOUN
epaa-5845	410	5	,	,	PUNCT
epaa-5845	410	6	chemistry	chemistry	NOUN
epaa-5845	410	7	,	,	PUNCT
epaa-5845	410	8	physics	physics	NOUN
epaa-5845	410	9	,	,	PUNCT
epaa-5845	410	10	and	and	CCONJ
epaa-5845	410	11	econ	econ	PROPN
epaa-5845	410	12	/	/	SYM
epaa-5845	410	13	stat	stat	PROPN
epaa-5845	410	14	afs	afs	PROPN
epaa-5845	410	15	.	.	PUNCT
epaa-5845	411	1	c2	c2	PROPN
epaa-5845	411	2	includes	include	VERB
epaa-5845	411	3	the	the	DET
epaa-5845	411	4	afs	afs	NOUN
epaa-5845	411	5	that	that	PRON
epaa-5845	411	6	offer	offer	VERB
epaa-5845	411	7	bachelor	bachelor	NOUN
epaa-5845	411	8	’s	’s	PART
epaa-5845	411	9	degrees	degree	NOUN
epaa-5845	411	10	:	:	PUNCT
epaa-5845	411	11	accounting	accounting	NOUN
epaa-5845	411	12	,	,	PUNCT
epaa-5845	411	13	management	management	NOUN
epaa-5845	411	14	,	,	PUNCT
epaa-5845	411	15	finance	finance	NOUN
epaa-5845	411	16	,	,	PUNCT
epaa-5845	411	17	marketing	marketing	NOUN
epaa-5845	411	18	,	,	PUNCT
epaa-5845	411	19	education	education	NOUN
epaa-5845	411	20	,	,	PUNCT
epaa-5845	411	21	physical	physical	ADJ
epaa-5845	411	22	education	education	NOUN
epaa-5845	411	23	,	,	PUNCT
epaa-5845	411	24	biology	biology	NOUN
epaa-5845	411	25	,	,	PUNCT
epaa-5845	411	26	electronics	electronic	NOUN
epaa-5845	411	27	,	,	PUNCT
epaa-5845	411	28	computer	computer	NOUN
epaa-5845	411	29	sciences	science	NOUN
epaa-5845	411	30	,	,	PUNCT
epaa-5845	411	31	materials	material	NOUN
epaa-5845	411	32	management	management	NOUN
epaa-5845	411	33	,	,	PUNCT
epaa-5845	411	34	and	and	CCONJ
epaa-5845	411	35	office	office	NOUN
epaa-5845	411	36	systems	system	NOUN
epaa-5845	411	37	.	.	PUNCT
epaa-5845	412	1	c3	c3	PROPN
epaa-5845	412	2	consists	consist	VERB
epaa-5845	412	3	of	of	ADP
epaa-5845	412	4	liberal	liberal	ADJ
epaa-5845	412	5	arts	art	NOUN
epaa-5845	412	6	afs	afs	NOUN
epaa-5845	412	7	such	such	ADJ
epaa-5845	412	8	as	as	ADP
epaa-5845	412	9	spanish	spanish	ADJ
epaa-5845	412	10	,	,	PUNCT
epaa-5845	412	11	english	english	PROPN
epaa-5845	412	12	,	,	PUNCT
epaa-5845	412	13	humanities	humanity	NOUN
epaa-5845	412	14	,	,	PUNCT
epaa-5845	412	15	and	and	CCONJ
epaa-5845	412	16	social	social	ADJ
epaa-5845	412	17	sciences	science	NOUN
epaa-5845	412	18	.	.	PUNCT
epaa-5845	413	1	finally	finally	ADV
epaa-5845	413	2	,	,	PUNCT
epaa-5845	413	3	c4	c4	NOUN
epaa-5845	413	4	,	,	PUNCT
epaa-5845	413	5	which	which	PRON
epaa-5845	413	6	is	be	AUX
epaa-5845	413	7	the	the	DET
epaa-5845	413	8	reference	reference	NOUN
epaa-5845	413	9	group	group	NOUN
epaa-5845	413	10	,	,	PUNCT
epaa-5845	413	11	includes	include	VERB
epaa-5845	413	12	the	the	DET
epaa-5845	413	13	afs	afs	NOUN
epaa-5845	413	14	of	of	ADP
epaa-5845	413	15	engineering	engineering	NOUN
epaa-5845	413	16	technologies	technology	NOUN
epaa-5845	413	17	(	(	PUNCT
epaa-5845	413	18	except	except	SCONJ
epaa-5845	413	19	materials	material	NOUN
epaa-5845	413	20	management	management	NOUN
epaa-5845	413	21	)	)	PUNCT
epaa-5845	413	22	and	and	CCONJ
epaa-5845	413	23	engineering	engineering	NOUN
epaa-5845	413	24	transfers	transfer	NOUN
epaa-5845	413	25	.	.	PUNCT
epaa-5845	414	1	several	several	ADJ
epaa-5845	414	2	of	of	ADP
epaa-5845	414	3	the	the	DET
epaa-5845	414	4	dummies	dummy	NOUN
epaa-5845	414	5	’	'	PUNCT
epaa-5845	414	6	marginal	marginal	ADJ
epaa-5845	414	7	effects	effect	NOUN
epaa-5845	414	8	reported	report	VERB
epaa-5845	414	9	in	in	ADP
epaa-5845	414	10	table	table	NOUN
epaa-5845	414	11	8	8	NUM
epaa-5845	414	12	are	be	AUX
epaa-5845	414	13	very	very	ADV
epaa-5845	414	14	similar	similar	ADJ
epaa-5845	414	15	to	to	ADP
epaa-5845	414	16	their	their	PRON
epaa-5845	414	17	table	table	NOUN
epaa-5845	414	18	7	7	NUM
epaa-5845	414	19	counterpart	counterpart	NOUN
epaa-5845	414	20	,	,	PUNCT
epaa-5845	414	21	and	and	CCONJ
epaa-5845	414	22	only	only	ADV
epaa-5845	414	23	four	four	NUM
epaa-5845	414	24	reverse	reverse	ADJ
epaa-5845	414	25	signs	sign	NOUN
epaa-5845	414	26	.	.	PUNCT
epaa-5845	415	1	compared	compare	VERB
epaa-5845	415	2	to	to	ADP
epaa-5845	415	3	the	the	DET
epaa-5845	415	4	reference	reference	NOUN
epaa-5845	415	5	group	group	NOUN
epaa-5845	415	6	(	(	PUNCT
epaa-5845	415	7	c4	c4	NOUN
epaa-5845	415	8	)	)	PUNCT
epaa-5845	415	9	,	,	PUNCT
epaa-5845	415	10	the	the	DET
epaa-5845	415	11	probability	probability	NOUN
epaa-5845	415	12	of	of	ADP
epaa-5845	415	13	aa	aa	NOUN
epaa-5845	415	14	decreases	decrease	VERB
epaa-5845	415	15	,	,	PUNCT
epaa-5845	415	16	while	while	SCONJ
epaa-5845	415	17	the	the	DET
epaa-5845	415	18	probability	probability	NOUN
epaa-5845	415	19	of	of	ADP
epaa-5845	415	20	hh	hh	ADJ
epaa-5845	415	21	increases	increase	NOUN
epaa-5845	415	22	if	if	SCONJ
epaa-5845	415	23	instructor	instructor	NOUN
epaa-5845	415	24	j	j	PROPN
epaa-5845	415	25	belongs	belong	VERB
epaa-5845	415	26	to	to	ADP
epaa-5845	415	27	whichever	whichever	PRON
epaa-5845	415	28	other	other	ADJ
epaa-5845	415	29	three	three	NUM
epaa-5845	415	30	clusters	cluster	NOUN
epaa-5845	415	31	.	.	PUNCT
epaa-5845	416	1	the	the	DET
epaa-5845	416	2	fact	fact	NOUN
epaa-5845	416	3	that	that	SCONJ
epaa-5845	416	4	the	the	DET
epaa-5845	416	5	probability	probability	NOUN
epaa-5845	416	6	of	of	ADP
epaa-5845	416	7	ll	ll	NOUN
epaa-5845	416	8	increases	increase	VERB
epaa-5845	416	9	only	only	ADV
epaa-5845	416	10	if	if	SCONJ
epaa-5845	416	11	instructor	instructor	NOUN
epaa-5845	416	12	j	j	PROPN
epaa-5845	416	13	belongs	belong	VERB
epaa-5845	416	14	to	to	ADP
epaa-5845	416	15	mathematics	mathematic	NOUN
epaa-5845	416	16	,	,	PUNCT
epaa-5845	416	17	chemistry	chemistry	NOUN
epaa-5845	416	18	,	,	PUNCT
epaa-5845	416	19	physics	physics	NOUN
epaa-5845	416	20	,	,	PUNCT
epaa-5845	416	21	or	or	CCONJ
epaa-5845	416	22	econ	econ	NOUN
epaa-5845	416	23	/	/	SYM
epaa-5845	416	24	stat	stat	PROPN
epaa-5845	416	25	(	(	PUNCT
epaa-5845	416	26	c1	c1	PROPN
epaa-5845	416	27	)	)	PUNCT
epaa-5845	416	28	is	be	AUX
epaa-5845	416	29	interesting	interesting	ADJ
epaa-5845	416	30	.	.	PUNCT
epaa-5845	417	1	in	in	ADP
epaa-5845	417	2	such	such	DET
epaa-5845	417	3	a	a	DET
epaa-5845	417	4	case	case	NOUN
epaa-5845	417	5	,	,	PUNCT
epaa-5845	417	6	the	the	DET
epaa-5845	417	7	probability	probability	NOUN
epaa-5845	417	8	increases	increase	VERB
epaa-5845	417	9	by	by	ADP
epaa-5845	417	10	13.41	13.41	NUM
epaa-5845	417	11	percentage	percentage	NOUN
epaa-5845	417	12	points	point	NOUN
epaa-5845	417	13	(	(	PUNCT
epaa-5845	417	14	pp	pp	ADJ
epaa-5845	417	15	)	)	PUNCT
epaa-5845	417	16	.	.	PUNCT
epaa-5845	418	1	on	on	ADP
epaa-5845	418	2	the	the	DET
epaa-5845	418	3	other	other	ADJ
epaa-5845	418	4	hand	hand	NOUN
epaa-5845	418	5	,	,	PUNCT
epaa-5845	418	6	other	other	ADJ
epaa-5845	418	7	things	thing	NOUN
epaa-5845	418	8	being	be	AUX
epaa-5845	418	9	equal	equal	ADJ
epaa-5845	418	10	,	,	PUNCT
epaa-5845	418	11	liberal	liberal	ADJ
epaa-5845	418	12	arts	art	NOUN
epaa-5845	418	13	(	(	PUNCT
epaa-5845	418	14	c3	c3	PROPN
epaa-5845	418	15	)	)	PUNCT
epaa-5845	418	16	and	and	CCONJ
epaa-5845	418	17	bachelor	bachelor	NOUN
epaa-5845	418	18	’s	’s	NOUN
epaa-5845	418	19	degree	degree	NOUN
epaa-5845	418	20	afs	afs	NOUN
epaa-5845	418	21	(	(	PUNCT
epaa-5845	418	22	c2	c2	PROPN
epaa-5845	418	23	)	)	PUNCT
epaa-5845	418	24	diminish	diminish	VERB
epaa-5845	418	25	that	that	DET
epaa-5845	418	26	probability	probability	NOUN
epaa-5845	418	27	by	by	ADP
epaa-5845	418	28	13.77	13.77	NUM
epaa-5845	418	29	pp	pp	ADJ
epaa-5845	418	30	and	and	CCONJ
epaa-5845	418	31	6.6	6.6	NUM
epaa-5845	418	32	pp	pp	ADJ
epaa-5845	418	33	,	,	PUNCT
epaa-5845	418	34	respectively	respectively	ADV
epaa-5845	418	35	.	.	PUNCT
epaa-5845	419	1	female	female	ADJ
epaa-5845	419	2	and	and	CCONJ
epaa-5845	419	3	doctorate	doctorate	NOUN
epaa-5845	419	4	covariates	covariate	NOUN
epaa-5845	419	5	exhibit	exhibit	VERB
epaa-5845	419	6	very	very	ADV
epaa-5845	419	7	small	small	ADJ
epaa-5845	419	8	marginal	marginal	ADJ
epaa-5845	419	9	effects	effect	NOUN
epaa-5845	419	10	,	,	PUNCT
epaa-5845	419	11	which	which	PRON
epaa-5845	419	12	is	be	AUX
epaa-5845	419	13	consistent	consistent	ADJ
epaa-5845	419	14	with	with	ADP
epaa-5845	419	15	results	result	NOUN
epaa-5845	419	16	reported	report	VERB
epaa-5845	419	17	in	in	ADP
epaa-5845	419	18	table	table	NOUN
epaa-5845	419	19	6	6	NUM
epaa-5845	419	20	,	,	PUNCT
epaa-5845	419	21	where	where	SCONJ
epaa-5845	419	22	both	both	DET
epaa-5845	419	23	dummies	dummy	NOUN
epaa-5845	419	24	were	be	AUX
epaa-5845	419	25	insignificant	insignificant	ADJ
epaa-5845	419	26	.	.	PUNCT
epaa-5845	420	1	compared	compare	VERB
epaa-5845	420	2	to	to	ADP
epaa-5845	420	3	instructors	instructor	NOUN
epaa-5845	420	4	,	,	PUNCT
epaa-5845	420	5	the	the	DET
epaa-5845	420	6	probability	probability	NOUN
epaa-5845	420	7	of	of	ADP
epaa-5845	420	8	aa	aa	NOUN
epaa-5845	420	9	and	and	CCONJ
epaa-5845	420	10	hh	hh	VERB
epaa-5845	420	11	inversely	inversely	ADV
epaa-5845	420	12	varies	vary	VERB
epaa-5845	420	13	,	,	PUNCT
epaa-5845	420	14	while	while	SCONJ
epaa-5845	420	15	the	the	DET
epaa-5845	420	16	probability	probability	NOUN
epaa-5845	420	17	of	of	ADP
epaa-5845	420	18	ll	ll	AUX
epaa-5845	420	19	directly	directly	ADV
epaa-5845	420	20	varies	vary	VERB
epaa-5845	420	21	with	with	ADP
epaa-5845	420	22	the	the	DET
epaa-5845	420	23	other	other	ADJ
epaa-5845	420	24	academic	academic	ADJ
epaa-5845	420	25	ranks	rank	NOUN
epaa-5845	420	26	(	(	PUNCT
epaa-5845	420	27	assistant	assistant	ADJ
epaa-5845	420	28	,	,	PUNCT
epaa-5845	420	29	associate	associate	NOUN
epaa-5845	420	30	,	,	PUNCT
epaa-5845	420	31	and	and	CCONJ
epaa-5845	420	32	full	full	ADJ
epaa-5845	420	33	professor	professor	NOUN
epaa-5845	420	34	)	)	PUNCT
epaa-5845	420	35	.	.	PUNCT
epaa-5845	421	1	finally	finally	ADV
epaa-5845	421	2	,	,	PUNCT
epaa-5845	421	3	compared	compare	VERB
epaa-5845	421	4	to	to	ADP
epaa-5845	421	5	part	part	ADJ
epaa-5845	421	6	-	-	PUNCT
epaa-5845	421	7	time	time	NOUN
epaa-5845	421	8	faculty	faculty	NOUN
epaa-5845	421	9	members	member	NOUN
epaa-5845	421	10	,	,	PUNCT
epaa-5845	421	11	the	the	DET
epaa-5845	421	12	probability	probability	NOUN
epaa-5845	421	13	of	of	ADP
epaa-5845	421	14	aa	aa	NOUN
epaa-5845	421	15	inversely	inversely	ADV
epaa-5845	421	16	varies	vary	VERB
epaa-5845	421	17	,	,	PUNCT
epaa-5845	421	18	while	while	SCONJ
epaa-5845	421	19	the	the	DET
epaa-5845	421	20	probability	probability	NOUN
epaa-5845	421	21	of	of	ADP
epaa-5845	421	22	hh	hh	PROPN
epaa-5845	421	23	and	and	CCONJ
epaa-5845	421	24	ll	ll	AUX
epaa-5845	421	25	directly	directly	ADV
epaa-5845	421	26	vary	vary	VERB
epaa-5845	421	27	whenever	whenever	SCONJ
epaa-5845	421	28	instructor	instructor	PROPN
epaa-5845	421	29	j	j	PROPN
epaa-5845	421	30	has	have	VERB
epaa-5845	421	31	a	a	DET
epaa-5845	421	32	tenure	tenure	NOUN
epaa-5845	421	33	-	-	PUNCT
epaa-5845	421	34	track	track	NOUN
epaa-5845	421	35	or	or	CCONJ
epaa-5845	421	36	tenured	tenure	VERB
epaa-5845	421	37	academic	academic	ADJ
epaa-5845	421	38	status	status	NOUN
epaa-5845	421	39	.	.	PUNCT
epaa-5845	422	1	taxonomy	taxonomy	NOUN
epaa-5845	422	2	of	of	ADP
epaa-5845	422	3	grading	grade	VERB
epaa-5845	422	4	practices	practice	NOUN
epaa-5845	422	5	in	in	ADP
epaa-5845	422	6	the	the	DET
epaa-5845	422	7	university	university	NOUN
epaa-5845	422	8	of	of	ADP
epaa-5845	422	9	puerto	puerto	PROPN
epaa-5845	422	10	rico	rico	PROPN
epaa-5845	422	11	at	at	ADP
epaa-5845	422	12	bayamón	bayamón	NOUN
epaa-5845	422	13	,	,	PUNCT
epaa-5845	422	14	1995	1995	NUM
epaa-5845	422	15	-	-	SYM
epaa-5845	422	16	96	96	NUM
epaa-5845	422	17	to	to	ADP
epaa-5845	422	18	2015	2015	NUM
epaa-5845	422	19	-16	-16	SYM
epaa-5845	422	20	21	21	NUM
epaa-5845	422	21	table	table	NOUN
epaa-5845	422	22	6	6	NUM
epaa-5845	422	23	multinomial	multinomial	ADJ
epaa-5845	422	24	logit	logit	NOUN
epaa-5845	422	25	estimated	estimate	VERB
epaa-5845	422	26	probabilities	probability	NOUN
epaa-5845	422	27	regressors	regressor	NOUN
epaa-5845	422	28	(	(	PUNCT
epaa-5845	422	29	)	)	PUNCT
epaa-5845	422	30	(	(	PUNCT
epaa-5845	422	31	)	)	PUNCT
epaa-5845	422	32	1	1	NUM
epaa-5845	422	33	0	0	NUM
epaa-5845	423	1	p	p	NOUN
epaa-5845	423	2	y	y	PROPN
epaa-5845	423	3	ln	ln	PROPN
epaa-5845	423	4	p	p	PROPN
epaa-5845	423	5	y	y	PROPN
epaa-5845	423	6			X
epaa-5845	423	7	=	=	NOUN
epaa-5845	423	8			NUM
epaa-5845	423	9			PUNCT
epaa-5845	424	1	=	=	NOUN
epaa-5845	424	2			PROPN
epaa-5845	424	3			PROPN
epaa-5845	425	1	p	p	NOUN
epaa-5845	425	2	-	-	PUNCT
epaa-5845	425	3	values	value	NOUN
epaa-5845	425	4	(	(	PUNCT
epaa-5845	425	5	)	)	PUNCT
epaa-5845	425	6	(	(	PUNCT
epaa-5845	425	7	)	)	PUNCT
epaa-5845	425	8	2	2	NUM
epaa-5845	425	9	0	0	NUM
epaa-5845	426	1	p	p	NOUN
epaa-5845	426	2	y	y	PROPN
epaa-5845	426	3	ln	ln	PROPN
epaa-5845	426	4	p	p	PROPN
epaa-5845	426	5	y	y	PROPN
epaa-5845	426	6			X
epaa-5845	426	7	=	=	NOUN
epaa-5845	426	8			NUM
epaa-5845	426	9			PUNCT
epaa-5845	427	1	=	=	NOUN
epaa-5845	427	2			PROPN
epaa-5845	427	3			PROPN
epaa-5845	428	1	p	p	NOUN
epaa-5845	428	2	-	-	PUNCT
epaa-5845	428	3	values	value	NOUN
epaa-5845	428	4	constant	constant	ADJ
epaa-5845	428	5	-1.0587	-1.0587	ADJ
epaa-5845	428	6	0.1196	0.1196	NUM
epaa-5845	428	7	-0.6087	-0.6087	NOUN
epaa-5845	428	8	0.2553	0.2553	NUM
epaa-5845	428	9	dummy	dummy	ADJ
epaa-5845	428	10	variables	variable	NOUN
epaa-5845	428	11	cluster	cluster	VERB
epaa-5845	428	12	1	1	NUM
epaa-5845	428	13	1.1643	1.1643	NUM
epaa-5845	428	14	0.11	0.11	NUM
epaa-5845	428	15	1.1216	1.1216	NUM
epaa-5845	428	16	*	*	PUNCT
epaa-5845	428	17	*	*	X
epaa-5845	428	18	0.0442	0.0442	NUM
epaa-5845	428	19	cluster	cluster	NOUN
epaa-5845	428	20	2	2	NUM
epaa-5845	428	21	1.0782	1.0782	NUM
epaa-5845	428	22	0.1135	0.1135	NUM
epaa-5845	428	23	-0.0562	-0.0562	NOUN
epaa-5845	428	24	0.9135	0.9135	NUM
epaa-5845	428	25	cluster	cluster	NOUN
epaa-5845	428	26	3	3	NUM
epaa-5845	428	27	1.7789	1.7789	NUM
epaa-5845	428	28	*	*	PUNCT
epaa-5845	428	29	*	*	PUNCT
epaa-5845	428	30	*	*	X
epaa-5845	428	31	0.0094	0.0094	NUM
epaa-5845	428	32	-0.0085	-0.0085	NOUN
epaa-5845	428	33	0.9876	0.9876	NUM
epaa-5845	428	34	female	female	ADJ
epaa-5845	428	35	-0.1451	-0.1451	NOUN
epaa-5845	428	36	0.4995	0.4995	NUM
epaa-5845	428	37	0.0241	0.0241	NUM
epaa-5845	428	38	0.9158	0.9158	NUM
epaa-5845	428	39	asst	asst	NOUN
epaa-5845	428	40	professor	professor	NOUN
epaa-5845	428	41	-0.8152	-0.8152	NOUN
epaa-5845	428	42	*	*	PUNCT
epaa-5845	429	1	0.0645	0.0645	NUM
epaa-5845	429	2	0.3946	0.3946	NUM
epaa-5845	429	3	0.3374	0.3374	NUM
epaa-5845	429	4	assoc	assoc	NOUN
epaa-5845	429	5	professor	professor	NOUN
epaa-5845	429	6	-0.1383	-0.1383	NOUN
epaa-5845	429	7	0.8099	0.8099	NUM
epaa-5845	429	8	0.4882	0.4882	NUM
epaa-5845	429	9	0.4098	0.4098	NUM
epaa-5845	429	10	professor	professor	NOUN
epaa-5845	429	11	-0.9273	-0.9273	NOUN
epaa-5845	429	12	0.1242	0.1242	NUM
epaa-5845	429	13	0.4186	0.4186	NUM
epaa-5845	429	14	0.4904	0.4904	NUM
epaa-5845	429	15	doctorate	doctorate	NOUN
epaa-5845	429	16	0.1334	0.1334	NUM
epaa-5845	429	17	0.6692	0.6692	NUM
epaa-5845	429	18	0.0401	0.0401	NUM
epaa-5845	429	19	0.9015	0.9015	NUM
epaa-5845	429	20	probation	probation	NOUN
epaa-5845	429	21	1.0597	1.0597	NUM
epaa-5845	429	22	*	*	SYM
epaa-5845	429	23	*	*	PROPN
epaa-5845	429	24	0.0195	0.0195	NUM
epaa-5845	429	25	0.831	0.831	NUM
epaa-5845	429	26	*	*	PUNCT
epaa-5845	429	27	0.0613	0.0613	NUM
epaa-5845	429	28	tenured	tenure	VERB
epaa-5845	429	29	0.3066	0.3066	NUM
epaa-5845	429	30	0.5424	0.5424	NUM
epaa-5845	429	31	0.3221	0.3221	NUM
epaa-5845	429	32	0.513	0.513	NUM
epaa-5845	429	33	semi	semi	ADJ
epaa-5845	429	34	-	-	ADJ
epaa-5845	429	35	continuous	continuous	ADJ
epaa-5845	429	36	standardized	standardized	ADJ
epaa-5845	429	37	regressors	regressor	NOUN
epaa-5845	429	38	age	age	NOUN
epaa-5845	429	39	0.4905	0.4905	NUM
epaa-5845	429	40	*	*	PUNCT
epaa-5845	430	1	*	*	PUNCT
epaa-5845	430	2	*	*	PUNCT
epaa-5845	430	3	0.0000	0.0000	NUM
epaa-5845	430	4	-0.3207	-0.3207	NOUN
epaa-5845	430	5	*	*	PUNCT
epaa-5845	430	6	*	*	PUNCT
epaa-5845	430	7	0.0172	0.0172	NUM
epaa-5845	430	8	gai	gai	NOUN
epaa-5845	430	9	-0.2579	-0.2579	NOUN
epaa-5845	430	10	*	*	PROPN
epaa-5845	430	11	0.0636	0.0636	NUM
epaa-5845	430	12	-0.1521	-0.1521	NOUN
epaa-5845	430	13	0.2982	0.2982	NUM
epaa-5845	430	14	gai	gai	NOUN
epaa-5845	430	15	variance	variance	NOUN
epaa-5845	430	16	0.1084	0.1084	NUM
epaa-5845	430	17	0.2028	0.2028	NUM
epaa-5845	430	18	-1.2374	-1.2374	NOUN
epaa-5845	430	19	*	*	PUNCT
epaa-5845	430	20	*	*	PUNCT
epaa-5845	430	21	*	*	PUNCT
epaa-5845	430	22	0.0036	0.0036	NUM
epaa-5845	430	23	phssp	phssp	NOUN
epaa-5845	430	24	0.108	0.108	NUM
epaa-5845	430	25	0.3527	0.3527	NUM
epaa-5845	430	26	-0.0512	-0.0512	NOUN
epaa-5845	430	27	0.6591	0.6591	NUM
epaa-5845	430	28	fsp	fsp	PROPN
epaa-5845	430	29	-0.1365	-0.1365	VERB
epaa-5845	430	30	0.2732	0.2732	NUM
epaa-5845	430	31	-0.3112	-0.3112	NOUN
epaa-5845	430	32	*	*	PUNCT
epaa-5845	430	33	*	*	PUNCT
epaa-5845	430	34	0.0107	0.0107	NUM
epaa-5845	430	35	log	log	NOUN
epaa-5845	430	36	likelihood	likelihood	NOUN
epaa-5845	430	37	function	function	NOUN
epaa-5845	430	38	:	:	PUNCT
epaa-5845	430	39	-675.85	-675.85	PROPN
epaa-5845	430	40	mcfadden	mcfadden	PROPN
epaa-5845	430	41	pseudo	pseudo	NOUN
epaa-5845	430	42	r	r	NOUN
epaa-5845	430	43	-	-	PUNCT
epaa-5845	430	44	squared	squared	ADJ
epaa-5845	430	45	:	:	PUNCT
epaa-5845	430	46	0.1172	0.1172	NUM
epaa-5845	430	47	sample	sample	NOUN
epaa-5845	430	48	size	size	NOUN
epaa-5845	430	49	:	:	PUNCT
epaa-5845	430	50	700	700	NUM
epaa-5845	430	51	notes	note	NOUN
epaa-5845	430	52	:	:	PUNCT
epaa-5845	430	53	*	*	PUNCT
epaa-5845	430	54	*	*	PUNCT
epaa-5845	430	55	*	*	PUNCT
epaa-5845	430	56	,	,	PUNCT
epaa-5845	430	57	*	*	PUNCT
epaa-5845	430	58	*	*	PUNCT
epaa-5845	430	59	,	,	PUNCT
epaa-5845	430	60	*	*	PUNCT
epaa-5845	431	1	=	=	PRON
epaa-5845	431	2	statistically	statistically	ADV
epaa-5845	431	3	significant	significant	ADJ
epaa-5845	431	4	at	at	ADP
epaa-5845	431	5	1	1	NUM
epaa-5845	431	6	%	%	NOUN
epaa-5845	431	7	,	,	PUNCT
epaa-5845	431	8	5	5	NUM
epaa-5845	431	9	%	%	NOUN
epaa-5845	431	10	,	,	PUNCT
epaa-5845	431	11	and	and	CCONJ
epaa-5845	431	12	10	10	NUM
epaa-5845	431	13	%	%	NOUN
epaa-5845	431	14	level	level	NOUN
epaa-5845	431	15	,	,	PUNCT
epaa-5845	431	16	respectively	respectively	ADV
epaa-5845	431	17	;	;	PUNCT
epaa-5845	431	18	y	y	PROPN
epaa-5845	431	19	=	=	SYM
epaa-5845	431	20	0	0	PUNCT
epaa-5845	431	21	=	=	SYM
epaa-5845	431	22	aa	aa	NOUN
epaa-5845	431	23	;	;	PUNCT
epaa-5845	431	24	y	y	NOUN
epaa-5845	431	25	=	=	SYM
epaa-5845	431	26	1	1	NUM
epaa-5845	431	27	=	=	SYM
epaa-5845	431	28	hh	hh	PROPN
epaa-5845	431	29	;	;	PUNCT
epaa-5845	431	30	y	y	PROPN
epaa-5845	431	31	=	=	SYM
epaa-5845	431	32	2	2	NUM
epaa-5845	431	33	=	=	SYM
epaa-5845	431	34	ll	ll	NOUN
epaa-5845	431	35	;	;	PUNCT
epaa-5845	431	36	phssp	phssp	ADJ
epaa-5845	431	37	=	=	PUNCT
epaa-5845	431	38	private	private	ADJ
epaa-5845	431	39	high	high	ADJ
epaa-5845	431	40	school	school	NOUN
epaa-5845	431	41	students	student	NOUN
epaa-5845	431	42	proportion	proportion	NOUN
epaa-5845	431	43	;	;	PUNCT
epaa-5845	431	44	fsp	fsp	NOUN
epaa-5845	431	45	=	=	SYM
epaa-5845	431	46	female	female	ADJ
epaa-5845	431	47	students	student	NOUN
epaa-5845	431	48	proportion	proportion	NOUN
epaa-5845	431	49	;	;	PUNCT
epaa-5845	431	50	cluster	cluster	NOUN
epaa-5845	431	51	1	1	NUM
epaa-5845	431	52	includes	include	VERB
epaa-5845	431	53	the	the	DET
epaa-5845	431	54	following	follow	VERB
epaa-5845	431	55	afs	afs	NOUN
epaa-5845	431	56	:	:	PUNCT
epaa-5845	431	57	mathematics	mathematic	NOUN
epaa-5845	431	58	,	,	PUNCT
epaa-5845	431	59	chemistry	chemistry	NOUN
epaa-5845	431	60	,	,	PUNCT
epaa-5845	431	61	physics	physics	NOUN
epaa-5845	431	62	,	,	PUNCT
epaa-5845	431	63	as	as	ADV
epaa-5845	431	64	well	well	ADV
epaa-5845	431	65	as	as	ADP
epaa-5845	431	66	econ	econ	NOUN
epaa-5845	431	67	/	/	SYM
epaa-5845	431	68	stat	stat	PROPN
epaa-5845	431	69	.	.	PUNCT
epaa-5845	432	1	cluster	cluster	NOUN
epaa-5845	432	2	2	2	NUM
epaa-5845	432	3	includes	include	VERB
epaa-5845	432	4	the	the	DET
epaa-5845	432	5	afs	afs	NOUN
epaa-5845	432	6	that	that	PRON
epaa-5845	432	7	offer	offer	VERB
epaa-5845	432	8	bachelor	bachelor	NOUN
epaa-5845	432	9	’s	’s	PART
epaa-5845	432	10	degrees	degree	NOUN
epaa-5845	432	11	:	:	PUNCT
epaa-5845	432	12	accounting	accounting	NOUN
epaa-5845	432	13	,	,	PUNCT
epaa-5845	432	14	management	management	NOUN
epaa-5845	432	15	,	,	PUNCT
epaa-5845	432	16	finance	finance	NOUN
epaa-5845	432	17	,	,	PUNCT
epaa-5845	432	18	marketing	marketing	NOUN
epaa-5845	432	19	,	,	PUNCT
epaa-5845	432	20	education	education	NOUN
epaa-5845	432	21	,	,	PUNCT
epaa-5845	432	22	physical	physical	ADJ
epaa-5845	432	23	education	education	NOUN
epaa-5845	432	24	,	,	PUNCT
epaa-5845	432	25	biology	biology	NOUN
epaa-5845	432	26	,	,	PUNCT
epaa-5845	432	27	electronics	electronic	NOUN
epaa-5845	432	28	,	,	PUNCT
epaa-5845	432	29	computer	computer	NOUN
epaa-5845	432	30	sciences	science	NOUN
epaa-5845	432	31	,	,	PUNCT
epaa-5845	432	32	materials	material	NOUN
epaa-5845	432	33	management	management	NOUN
epaa-5845	432	34	,	,	PUNCT
epaa-5845	432	35	and	and	CCONJ
epaa-5845	432	36	office	office	NOUN
epaa-5845	432	37	systems	system	NOUN
epaa-5845	432	38	.	.	PUNCT
epaa-5845	433	1	cluster	cluster	NOUN
epaa-5845	433	2	3	3	NUM
epaa-5845	433	3	consists	consist	VERB
epaa-5845	433	4	of	of	ADP
epaa-5845	433	5	liberal	liberal	ADJ
epaa-5845	433	6	arts	art	NOUN
epaa-5845	433	7	afs	afs	NOUN
epaa-5845	433	8	such	such	ADJ
epaa-5845	433	9	as	as	ADP
epaa-5845	433	10	spanish	spanish	ADJ
epaa-5845	433	11	,	,	PUNCT
epaa-5845	433	12	english	english	PROPN
epaa-5845	433	13	,	,	PUNCT
epaa-5845	433	14	humanities	humanity	NOUN
epaa-5845	433	15	,	,	PUNCT
epaa-5845	433	16	and	and	CCONJ
epaa-5845	433	17	social	social	ADJ
epaa-5845	433	18	sciences	science	NOUN
epaa-5845	433	19	.	.	PUNCT
epaa-5845	434	1	finally	finally	ADV
epaa-5845	434	2	,	,	PUNCT
epaa-5845	434	3	cluster	cluster	NOUN
epaa-5845	434	4	4	4	NUM
epaa-5845	434	5	consists	consist	NOUN
epaa-5845	434	6	of	of	ADP
epaa-5845	434	7	engineering	engineering	NOUN
epaa-5845	434	8	technologies	technology	NOUN
epaa-5845	434	9	(	(	PUNCT
epaa-5845	434	10	except	except	SCONJ
epaa-5845	434	11	materials	material	NOUN
epaa-5845	434	12	management	management	NOUN
epaa-5845	434	13	)	)	PUNCT
epaa-5845	434	14	,	,	PUNCT
epaa-5845	434	15	and	and	CCONJ
epaa-5845	434	16	engineering	engineering	NOUN
epaa-5845	434	17	transfers	transfer	NOUN
epaa-5845	434	18	afs	afs	NOUN
epaa-5845	434	19	.	.	PUNCT
epaa-5845	435	1	among	among	ADP
epaa-5845	435	2	the	the	DET
epaa-5845	435	3	semi	semi	ADJ
epaa-5845	435	4	-	-	ADJ
epaa-5845	435	5	continuous	continuous	ADJ
epaa-5845	435	6	standardized	standardized	ADJ
epaa-5845	435	7	regressors	regressor	NOUN
epaa-5845	435	8	,	,	PUNCT
epaa-5845	435	9	only	only	ADV
epaa-5845	435	10	the	the	DET
epaa-5845	435	11	private	private	ADJ
epaa-5845	435	12	high	high	ADJ
epaa-5845	435	13	school	school	NOUN
epaa-5845	435	14	students	student	NOUN
epaa-5845	435	15	’	'	PUNCT
epaa-5845	435	16	proportion	proportion	NOUN
epaa-5845	435	17	(	(	PUNCT
epaa-5845	435	18	phssp	phssp	NOUN
epaa-5845	435	19	)	)	PUNCT
epaa-5845	435	20	was	be	AUX
epaa-5845	435	21	insignificant	insignificant	ADJ
epaa-5845	435	22	in	in	ADP
epaa-5845	435	23	both	both	DET
epaa-5845	435	24	estimated	estimate	VERB
epaa-5845	435	25	equations	equation	NOUN
epaa-5845	435	26	reported	report	VERB
epaa-5845	435	27	in	in	ADP
epaa-5845	435	28	table	table	NOUN
epaa-5845	435	29	6	6	NUM
epaa-5845	435	30	.	.	PUNCT
epaa-5845	436	1	consistent	consistent	ADJ
epaa-5845	436	2	with	with	ADP
epaa-5845	436	3	this	this	DET
epaa-5845	436	4	result	result	NOUN
epaa-5845	436	5	,	,	PUNCT
epaa-5845	436	6	their	their	PRON
epaa-5845	436	7	marginal	marginal	ADJ
epaa-5845	436	8	effects	effect	NOUN
epaa-5845	436	9	are	be	AUX
epaa-5845	436	10	in	in	ADP
epaa-5845	436	11	the	the	DET
epaa-5845	436	12	neighborhood	neighborhood	NOUN
epaa-5845	436	13	of	of	ADP
epaa-5845	436	14	zero	zero	NUM
epaa-5845	436	15	in	in	ADP
epaa-5845	436	16	tables	table	NOUN
epaa-5845	436	17	7	7	NUM
epaa-5845	436	18	and	and	CCONJ
epaa-5845	436	19	8	8	NUM
epaa-5845	436	20	.	.	PUNCT
epaa-5845	437	1	conversely	conversely	ADV
epaa-5845	437	2	,	,	PUNCT
epaa-5845	437	3	the	the	DET
epaa-5845	437	4	other	other	ADJ
epaa-5845	437	5	four	four	NUM
epaa-5845	437	6	regressors	regressor	NOUN
epaa-5845	437	7	were	be	AUX
epaa-5845	437	8	significant	significant	ADJ
epaa-5845	437	9	at	at	ADP
epaa-5845	437	10	least	least	ADJ
epaa-5845	437	11	in	in	ADP
epaa-5845	437	12	one	one	NUM
epaa-5845	437	13	of	of	ADP
epaa-5845	437	14	the	the	DET
epaa-5845	437	15	equations	equation	NOUN
epaa-5845	437	16	.	.	PUNCT
epaa-5845	438	1	the	the	DET
epaa-5845	438	2	age	age	NOUN
epaa-5845	438	3	covariate	covariate	NOUN
epaa-5845	438	4	,	,	PUNCT
epaa-5845	438	5	which	which	PRON
epaa-5845	438	6	is	be	AUX
epaa-5845	438	7	highly	highly	ADV
epaa-5845	438	8	significant	significant	ADJ
epaa-5845	438	9	in	in	ADP
epaa-5845	438	10	both	both	DET
epaa-5845	438	11	equations	equation	NOUN
epaa-5845	438	12	,	,	PUNCT
epaa-5845	438	13	exhibits	exhibit	VERB
epaa-5845	438	14	an	an	DET
epaa-5845	438	15	interesting	interesting	ADJ
epaa-5845	438	16	behavior	behavior	NOUN
epaa-5845	438	17	around	around	ADP
epaa-5845	438	18	its	its	PRON
epaa-5845	438	19	mean	mean	NOUN
epaa-5845	438	20	,	,	PUNCT
epaa-5845	438	21	consistent	consistent	ADJ
epaa-5845	438	22	with	with	ADP
epaa-5845	438	23	relative	relative	ADJ
epaa-5845	438	24	extrema	extrema	NOUN
epaa-5845	438	25	.	.	PUNCT
epaa-5845	439	1	changes	change	NOUN
epaa-5845	439	2	of	of	ADP
epaa-5845	439	3	one	one	NUM
epaa-5845	439	4	standard	standard	ADJ
epaa-5845	439	5	deviation	deviation	NOUN
epaa-5845	439	6	to	to	ADP
epaa-5845	439	7	the	the	DET
epaa-5845	439	8	right	right	NOUN
epaa-5845	439	9	or	or	CCONJ
epaa-5845	439	10	to	to	ADP
epaa-5845	439	11	the	the	DET
epaa-5845	439	12	left	left	NOUN
epaa-5845	439	13	of	of	ADP
epaa-5845	439	14	its	its	PRON
epaa-5845	439	15	mean	mean	NOUN
epaa-5845	439	16	tend	tend	VERB
epaa-5845	439	17	to	to	PART
epaa-5845	439	18	decrease	decrease	VERB
epaa-5845	439	19	the	the	DET
epaa-5845	439	20	probability	probability	NOUN
epaa-5845	439	21	of	of	ADP
epaa-5845	439	22	ll	ll	NOUN
epaa-5845	439	23	by	by	ADP
epaa-5845	439	24	8.64	8.64	NUM
epaa-5845	439	25	pp	pp	ADP
epaa-5845	439	26	or	or	CCONJ
epaa-5845	439	27	3.46	3.46	NUM
epaa-5845	439	28	pp	pp	NOUN
epaa-5845	439	29	,	,	PUNCT
epaa-5845	439	30	respectively	respectively	ADV
epaa-5845	439	31	.	.	PUNCT
epaa-5845	440	1	meanwhile	meanwhile	ADV
epaa-5845	440	2	,	,	PUNCT
epaa-5845	440	3	the	the	DET
epaa-5845	440	4	probability	probability	NOUN
epaa-5845	440	5	of	of	ADP
epaa-5845	440	6	hh	hh	PROPN
epaa-5845	440	7	will	will	AUX
epaa-5845	440	8	increase	increase	VERB
epaa-5845	440	9	by	by	ADP
epaa-5845	440	10	10.54	10.54	NUM
epaa-5845	440	11	pp	pp	ADP
epaa-5845	440	12	or	or	CCONJ
epaa-5845	440	13	22.58	22.58	NUM
epaa-5845	440	14	pp	pp	CCONJ
epaa-5845	440	15	because	because	SCONJ
epaa-5845	440	16	of	of	ADP
epaa-5845	440	17	those	those	DET
epaa-5845	440	18	changes	change	NOUN
epaa-5845	440	19	.	.	PUNCT
epaa-5845	441	1	on	on	ADP
epaa-5845	441	2	the	the	DET
epaa-5845	441	3	other	other	ADJ
epaa-5845	441	4	hand	hand	NOUN
epaa-5845	441	5	,	,	PUNCT
epaa-5845	441	6	the	the	DET
epaa-5845	441	7	probability	probability	NOUN
epaa-5845	441	8	of	of	ADP
epaa-5845	441	9	ll	ll	AUX
epaa-5845	441	10	inversely	inversely	ADV
epaa-5845	441	11	varies	vary	VERB
epaa-5845	441	12	with	with	ADP
epaa-5845	441	13	the	the	DET
epaa-5845	441	14	female	female	ADJ
epaa-5845	441	15	students	student	NOUN
epaa-5845	441	16	proportion	proportion	NOUN
epaa-5845	441	17	(	(	PUNCT
epaa-5845	441	18	fsp	fsp	NOUN
epaa-5845	441	19	)	)	PUNCT
epaa-5845	441	20	.	.	PUNCT
epaa-5845	442	1	increases	increase	NOUN
epaa-5845	442	2	or	or	CCONJ
epaa-5845	442	3	decreases	decrease	NOUN
epaa-5845	442	4	of	of	ADP
epaa-5845	442	5	one	one	NUM
epaa-5845	442	6	standard	standard	ADJ
epaa-5845	442	7	deviation	deviation	NOUN
epaa-5845	442	8	in	in	ADP
epaa-5845	442	9	fsp	fsp	PROPN
epaa-5845	442	10	tend	tend	VERB
epaa-5845	442	11	to	to	PART
epaa-5845	442	12	decrease	decrease	VERB
epaa-5845	442	13	or	or	CCONJ
epaa-5845	442	14	increase	increase	VERB
epaa-5845	442	15	the	the	DET
epaa-5845	442	16	probability	probability	NOUN
epaa-5845	442	17	of	of	ADP
epaa-5845	442	18	such	such	DET
epaa-5845	442	19	a	a	DET
epaa-5845	442	20	category	category	NOUN
epaa-5845	442	21	by	by	ADP
epaa-5845	442	22	5.34	5.34	NUM
epaa-5845	442	23	pp	pp	ADP
epaa-5845	442	24	or	or	CCONJ
epaa-5845	442	25	5.93	5.93	NUM
epaa-5845	442	26	pp	pp	ADJ
epaa-5845	442	27	,	,	PUNCT
epaa-5845	442	28	respectively	respectively	ADV
epaa-5845	442	29	.	.	PUNCT
epaa-5845	443	1	however	however	ADV
epaa-5845	443	2	,	,	PUNCT
epaa-5845	443	3	their	their	PRON
epaa-5845	443	4	marginal	marginal	ADJ
epaa-5845	443	5	effects	effect	NOUN
epaa-5845	443	6	on	on	ADP
epaa-5845	443	7	the	the	DET
epaa-5845	443	8	probability	probability	NOUN
epaa-5845	443	9	of	of	ADP
epaa-5845	443	10	hh	hh	PROPN
epaa-5845	443	11	are	be	AUX
epaa-5845	443	12	practically	practically	ADV
epaa-5845	443	13	zero	zero	NUM
epaa-5845	443	14	.	.	PUNCT
epaa-5845	444	1	education	education	NOUN
epaa-5845	444	2	policy	policy	NOUN
epaa-5845	444	3	analysis	analysis	NOUN
epaa-5845	444	4	archives	archive	NOUN
epaa-5845	444	5	vol	vol	NOUN
epaa-5845	444	6	.	.	PROPN
epaa-5845	445	1	29	29	NUM
epaa-5845	445	2	no	no	NOUN
epaa-5845	445	3	.	.	PUNCT
epaa-5845	446	1	57	57	NUM
epaa-5845	446	2	22	22	NUM
epaa-5845	446	3	table	table	NOUN
epaa-5845	446	4	7	7	NUM
epaa-5845	446	5	marginal	marginal	ADJ
epaa-5845	446	6	effects	effect	NOUN
epaa-5845	446	7	regressors	regressor	NOUN
epaa-5845	446	8	(	(	PUNCT
epaa-5845	446	9	)	)	PUNCT
epaa-5845	446	10	0p	0p	PROPN
epaa-5845	446	11	y	y	PROPN
epaa-5845	446	12	aa=	aa=	PROPN
epaa-5845	446	13	=	=	PUNCT
epaa-5845	446	14	(	(	PUNCT
epaa-5845	446	15	)	)	PUNCT
epaa-5845	446	16	1p	1p	NUM
epaa-5845	446	17	y	y	NOUN
epaa-5845	446	18	hh=	hh=	NOUN
epaa-5845	446	19	=	=	SYM
epaa-5845	446	20	(	(	PUNCT
epaa-5845	446	21	)	)	PUNCT
epaa-5845	446	22	2p	2p	NOUN
epaa-5845	446	23	y	y	NOUN
epaa-5845	446	24	ll=	ll=	VERB
epaa-5845	446	25	=	=	PUNCT
epaa-5845	446	26	total	total	ADJ
epaa-5845	446	27	dummy	dummy	ADJ
epaa-5845	446	28	variables	variable	NOUN
epaa-5845	446	29	cluster	cluster	NOUN
epaa-5845	446	30	1	1	NUM
epaa-5845	446	31	-0.2547	-0.2547	NOUN
epaa-5845	446	32	*	*	PUNCT
epaa-5845	446	33	*	*	PUNCT
epaa-5845	446	34	0.1534	0.1534	NUM
epaa-5845	446	35	0.1013	0.1013	NUM
epaa-5845	446	36	0	0	NUM
epaa-5845	446	37	cluster	cluster	NOUN
epaa-5845	446	38	2	2	NUM
epaa-5845	446	39	-0.1324	-0.1324	NOUN
epaa-5845	446	40	0.261	0.261	NUM
epaa-5845	446	41	*	*	PUNCT
epaa-5845	446	42	-0.1286	-0.1286	NOUN
epaa-5845	446	43	0	0	NUM
epaa-5845	446	44	cluster	cluster	NOUN
epaa-5845	446	45	3	3	NUM
epaa-5845	446	46	-0.2264	-0.2264	NOUN
epaa-5845	446	47	0.4214	0.4214	NUM
epaa-5845	446	48	*	*	PUNCT
epaa-5845	446	49	*	*	PUNCT
epaa-5845	446	50	*	*	PUNCT
epaa-5845	446	51	-0.195	-0.195	PROPN
epaa-5845	446	52	*	*	SYM
epaa-5845	446	53	0	0	NUM
epaa-5845	446	54	female	female	ADJ
epaa-5845	446	55	0.0163	0.0163	NUM
epaa-5845	446	56	-0.0369	-0.0369	NOUN
epaa-5845	446	57	0.0207	0.0207	NUM
epaa-5845	446	58	0	0	NUM
epaa-5845	446	59	assistant	assistant	NOUN
epaa-5845	446	60	professor	professor	NOUN
epaa-5845	446	61	0.0669	0.0669	NUM
epaa-5845	446	62	-0.2356	-0.2356	NOUN
epaa-5845	446	63	*	*	PUNCT
epaa-5845	446	64	*	*	PUNCT
epaa-5845	446	65	*	*	PUNCT
epaa-5845	446	66	0.1687	0.1687	NUM
epaa-5845	446	67	*	*	SYM
epaa-5845	446	68	*	*	SYM
epaa-5845	446	69	0	0	NUM
epaa-5845	446	70	associate	associate	NOUN
epaa-5845	446	71	professor	professor	NOUN
epaa-5845	446	72	-0.0284	-0.0284	NOUN
epaa-5845	446	73	-0.0857	-0.0857	VERB
epaa-5845	446	74	0.1142	0.1142	NUM
epaa-5845	446	75	0	0	NUM
epaa-5845	446	76	professor	professor	NOUN
epaa-5845	446	77	0.0789	0.0789	NUM
epaa-5845	446	78	-0.2647	-0.2647	NOUN
epaa-5845	446	79	*	*	PUNCT
epaa-5845	447	1	*	*	PUNCT
epaa-5845	447	2	0.1858	0.1858	NUM
epaa-5845	447	3	*	*	SYM
epaa-5845	447	4	0	0	NUM
epaa-5845	447	5	doctorate	doctorate	NOUN
epaa-5845	447	6	-0.0208	-0.0208	VERB
epaa-5845	447	7	0.0272	0.0272	NUM
epaa-5845	447	8	-0.0064	-0.0064	NOUN
epaa-5845	447	9	0	0	NUM
epaa-5845	448	1	probation	probation	NOUN
epaa-5845	448	2	-0.2139	-0.2139	NOUN
epaa-5845	448	3	*	*	PUNCT
epaa-5845	449	1	*	*	PUNCT
epaa-5845	450	1	0.1602	0.1602	PUNCT
epaa-5845	450	2	*	*	PUNCT
epaa-5845	450	3	0.0536	0.0536	NUM
epaa-5845	450	4	0	0	NUM
epaa-5845	450	5	tenured	tenure	VERB
epaa-5845	450	6	-0.0696	-0.0696	NOUN
epaa-5845	450	7	0.0375	0.0375	NUM
epaa-5845	450	8	0.0321	0.0321	NUM
epaa-5845	450	9	0	0	NUM
epaa-5845	450	10	semi	semi	ADJ
epaa-5845	450	11	-	-	ADJ
epaa-5845	450	12	continuous	continuous	ADJ
epaa-5845	450	13	standardized	standardized	ADJ
epaa-5845	450	14	regressors	regressor	NOUN
epaa-5845	450	15	age	age	NOUN
epaa-5845	450	16	-.0324	-.0324	PUNCT
epaa-5845	450	17	0.1508	0.1508	NUM
epaa-5845	450	18	*	*	PUNCT
epaa-5845	450	19	*	*	PUNCT
epaa-5845	450	20	*	*	PUNCT
epaa-5845	450	21	-0.1184	-0.1184	PUNCT
epaa-5845	450	22	*	*	PUNCT
epaa-5845	450	23	*	*	PUNCT
epaa-5845	450	24	*	*	PUNCT
epaa-5845	450	25	0	0	NUM
epaa-5845	450	26	gai	gai	NOUN
epaa-5845	450	27	0.0473	0.0473	NUM
epaa-5845	450	28	*	*	PUNCT
epaa-5845	450	29	-0.0444	-0.0444	NOUN
epaa-5845	450	30	-0.0029	-0.0029	NOUN
epaa-5845	450	31	0	0	NUM
epaa-5845	450	32	gai	gai	NOUN
epaa-5845	450	33	variance	variance	NOUN
epaa-5845	450	34	0.103	0.103	NUM
epaa-5845	450	35	*	*	PUNCT
epaa-5845	450	36	*	*	NOUN
epaa-5845	450	37	0.1601	0.1601	NUM
epaa-5845	450	38	*	*	PUNCT
epaa-5845	450	39	*	*	PUNCT
epaa-5845	450	40	*	*	NOUN
epaa-5845	450	41	-0.2631	-0.2631	PUNCT
epaa-5845	450	42	*	*	PUNCT
epaa-5845	450	43	*	*	PUNCT
epaa-5845	450	44	*	*	PUNCT
epaa-5845	450	45	0	0	NUM
epaa-5845	450	46	phssp	phssp	ADJ
epaa-5845	450	47	-0.009	-0.009	NUM
epaa-5845	450	48	0.0311	0.0311	NUM
epaa-5845	450	49	-0.0221	-0.0221	NOUN
epaa-5845	450	50	0	0	NUM
epaa-5845	450	51	fsp	fsp	PROPN
epaa-5845	450	52	0.0468	0.0468	NUM
epaa-5845	450	53	*	*	SYM
epaa-5845	450	54	0.0015	0.0015	NUM
epaa-5845	450	55	-0.0484	-0.0484	NOUN
epaa-5845	450	56	*	*	PUNCT
epaa-5845	450	57	*	*	SYM
epaa-5845	450	58	0	0	NUM
epaa-5845	450	59	notes	note	NOUN
epaa-5845	450	60	:	:	PUNCT
epaa-5845	450	61	*	*	PUNCT
epaa-5845	450	62	*	*	PUNCT
epaa-5845	450	63	*	*	PUNCT
epaa-5845	450	64	,	,	PUNCT
epaa-5845	450	65	*	*	PUNCT
epaa-5845	450	66	*	*	PUNCT
epaa-5845	450	67	,	,	PUNCT
epaa-5845	450	68	*	*	PUNCT
epaa-5845	450	69	=	=	PRON
epaa-5845	450	70	statistically	statistically	ADV
epaa-5845	450	71	significant	significant	ADJ
epaa-5845	450	72	at	at	ADP
epaa-5845	450	73	1	1	NUM
epaa-5845	450	74	%	%	NOUN
epaa-5845	450	75	,	,	PUNCT
epaa-5845	450	76	5	5	NUM
epaa-5845	450	77	%	%	NOUN
epaa-5845	450	78	,	,	PUNCT
epaa-5845	450	79	and	and	CCONJ
epaa-5845	450	80	10	10	NUM
epaa-5845	450	81	%	%	NOUN
epaa-5845	450	82	level	level	NOUN
epaa-5845	450	83	,	,	PUNCT
epaa-5845	450	84	respectively	respectively	ADV
epaa-5845	450	85	.	.	PUNCT
epaa-5845	451	1	marginal	marginal	ADJ
epaa-5845	451	2	effects	effect	NOUN
epaa-5845	451	3	were	be	AUX
epaa-5845	451	4	estimated	estimate	VERB
epaa-5845	451	5	by	by	ADP
epaa-5845	451	6	nlogit	nlogit	PROPN
epaa-5845	451	7	5	5	NUM
epaa-5845	451	8	.	.	PUNCT
epaa-5845	451	9	considering	consider	VERB
epaa-5845	451	10	the	the	DET
epaa-5845	451	11	student	student	NOUN
epaa-5845	451	12	academic	academic	ADJ
epaa-5845	451	13	ability	ability	NOUN
epaa-5845	451	14	proxies	proxy	NOUN
epaa-5845	451	15	,	,	PUNCT
epaa-5845	451	16	the	the	DET
epaa-5845	451	17	most	most	ADV
epaa-5845	451	18	relevant	relevant	ADJ
epaa-5845	451	19	one	one	NUM
epaa-5845	451	20	is	be	AUX
epaa-5845	451	21	gai	gai	NOUN
epaa-5845	451	22	because	because	SCONJ
epaa-5845	451	23	it	it	PRON
epaa-5845	451	24	constitutes	constitute	VERB
epaa-5845	451	25	the	the	DET
epaa-5845	451	26	institutional	institutional	ADJ
epaa-5845	451	27	admission	admission	NOUN
epaa-5845	451	28	policy	policy	NOUN
epaa-5845	451	29	criterion	criterion	NOUN
epaa-5845	451	30	.	.	PUNCT
epaa-5845	452	1	therefore	therefore	ADV
epaa-5845	452	2	,	,	PUNCT
epaa-5845	452	3	it	it	PRON
epaa-5845	452	4	is	be	AUX
epaa-5845	452	5	expected	expect	VERB
epaa-5845	452	6	that	that	SCONJ
epaa-5845	452	7	both	both	PRON
epaa-5845	452	8	gai	gai	NOUN
epaa-5845	452	9	and	and	CCONJ
epaa-5845	452	10	gai	gai	PROPN
epaa-5845	452	11	variance	variance	NOUN
epaa-5845	452	12	exert	exert	VERB
epaa-5845	452	13	a	a	DET
epaa-5845	452	14	significant	significant	ADJ
epaa-5845	452	15	effect	effect	NOUN
epaa-5845	452	16	on	on	ADP
epaa-5845	452	17	the	the	DET
epaa-5845	452	18	probabilities	probability	NOUN
epaa-5845	452	19	of	of	ADP
epaa-5845	452	20	the	the	DET
epaa-5845	452	21	categories	category	NOUN
epaa-5845	452	22	under	under	ADP
epaa-5845	452	23	analysis	analysis	NOUN
epaa-5845	452	24	.	.	PUNCT
epaa-5845	453	1	according	accord	VERB
epaa-5845	453	2	to	to	ADP
epaa-5845	453	3	the	the	DET
epaa-5845	453	4	marginal	marginal	ADJ
epaa-5845	453	5	effects	effect	NOUN
epaa-5845	453	6	reported	report	VERB
epaa-5845	453	7	in	in	ADP
epaa-5845	453	8	table	table	NOUN
epaa-5845	453	9	7	7	NUM
epaa-5845	453	10	,	,	PUNCT
epaa-5845	453	11	gai	gai	X
epaa-5845	453	12	is	be	AUX
epaa-5845	453	13	significantly	significantly	ADV
epaa-5845	453	14	related	relate	VERB
epaa-5845	453	15	only	only	ADV
epaa-5845	453	16	to	to	ADP
epaa-5845	453	17	the	the	DET
epaa-5845	453	18	probability	probability	NOUN
epaa-5845	453	19	of	of	ADP
epaa-5845	453	20	aa	aa	NOUN
epaa-5845	453	21	,	,	PUNCT
epaa-5845	453	22	which	which	PRON
epaa-5845	453	23	estimated	estimate	VERB
epaa-5845	453	24	coefficient	coefficient	NOUN
epaa-5845	453	25	is	be	AUX
epaa-5845	453	26	approximately	approximately	ADV
epaa-5845	453	27	0.05	0.05	NUM
epaa-5845	453	28	.	.	PUNCT
epaa-5845	454	1	this	this	DET
epaa-5845	454	2	value	value	NOUN
epaa-5845	454	3	is	be	AUX
epaa-5845	454	4	equal	equal	ADJ
epaa-5845	454	5	to	to	ADP
epaa-5845	454	6	those	those	PRON
epaa-5845	454	7	reported	report	VERB
epaa-5845	454	8	in	in	ADP
epaa-5845	454	9	table	table	NOUN
epaa-5845	454	10	8	8	NUM
epaa-5845	454	11	for	for	ADP
epaa-5845	454	12	that	that	DET
epaa-5845	454	13	category	category	NOUN
epaa-5845	454	14	(	(	PUNCT
epaa-5845	454	15	aa	aa	NOUN
epaa-5845	454	16	)	)	PUNCT
epaa-5845	454	17	in	in	ADP
epaa-5845	454	18	response	response	NOUN
epaa-5845	454	19	to	to	ADP
epaa-5845	454	20	changes	change	NOUN
epaa-5845	454	21	of	of	ADP
epaa-5845	454	22	one	one	NUM
epaa-5845	454	23	standard	standard	ADJ
epaa-5845	454	24	deviation	deviation	NOUN
epaa-5845	454	25	around	around	ADP
epaa-5845	454	26	the	the	DET
epaa-5845	454	27	gai	gai	NOUN
epaa-5845	454	28	mean	mean	NOUN
epaa-5845	454	29	.	.	PUNCT
epaa-5845	455	1	on	on	ADP
epaa-5845	455	2	the	the	DET
epaa-5845	455	3	other	other	ADJ
epaa-5845	455	4	hand	hand	NOUN
epaa-5845	455	5	,	,	PUNCT
epaa-5845	455	6	the	the	DET
epaa-5845	455	7	gai	gai	NOUN
epaa-5845	455	8	variance	variance	NOUN
epaa-5845	455	9	regressor	regressor	NOUN
epaa-5845	455	10	is	be	AUX
epaa-5845	455	11	highly	highly	ADV
epaa-5845	455	12	significant	significant	ADJ
epaa-5845	455	13	in	in	ADP
epaa-5845	455	14	the	the	DET
epaa-5845	455	15	second	second	ADJ
epaa-5845	455	16	equation	equation	NOUN
epaa-5845	455	17	reported	report	VERB
epaa-5845	455	18	in	in	ADP
epaa-5845	455	19	table	table	NOUN
epaa-5845	455	20	6	6	NUM
epaa-5845	455	21	but	but	CCONJ
epaa-5845	455	22	insignificant	insignificant	ADJ
epaa-5845	455	23	in	in	ADP
epaa-5845	455	24	the	the	DET
epaa-5845	455	25	first	first	ADJ
epaa-5845	455	26	one	one	NUM
epaa-5845	455	27	.	.	PUNCT
epaa-5845	456	1	all	all	DET
epaa-5845	456	2	marginal	marginal	ADJ
epaa-5845	456	3	effects	effect	NOUN
epaa-5845	456	4	reported	report	VERB
epaa-5845	456	5	in	in	ADP
epaa-5845	456	6	table	table	NOUN
epaa-5845	456	7	7	7	NUM
epaa-5845	456	8	(	(	PUNCT
epaa-5845	456	9	by	by	ADP
epaa-5845	456	10	nlogit	nlogit	NOUN
epaa-5845	456	11	5	5	NUM
epaa-5845	456	12	)	)	PUNCT
epaa-5845	456	13	for	for	ADP
epaa-5845	456	14	this	this	DET
epaa-5845	456	15	covariate	covariate	NOUN
epaa-5845	456	16	are	be	AUX
epaa-5845	456	17	highly	highly	ADV
epaa-5845	456	18	significant	significant	ADJ
epaa-5845	456	19	.	.	PUNCT
epaa-5845	457	1	therefore	therefore	ADV
epaa-5845	457	2	,	,	PUNCT
epaa-5845	457	3	the	the	DET
epaa-5845	457	4	pattern	pattern	NOUN
epaa-5845	457	5	of	of	ADP
epaa-5845	457	6	signs	sign	NOUN
epaa-5845	457	7	exhibited	exhibit	VERB
epaa-5845	457	8	by	by	ADP
epaa-5845	457	9	their	their	PRON
epaa-5845	457	10	estimated	estimate	VERB
epaa-5845	457	11	coefficients	coefficient	NOUN
epaa-5845	457	12	needs	need	VERB
epaa-5845	457	13	further	further	ADJ
epaa-5845	457	14	explanation	explanation	NOUN
epaa-5845	457	15	.	.	PUNCT
epaa-5845	458	1	the	the	DET
epaa-5845	458	2	heterogeneity	heterogeneity	NOUN
epaa-5845	458	3	of	of	ADP
epaa-5845	458	4	student	student	NOUN
epaa-5845	458	5	academic	academic	ADJ
epaa-5845	458	6	ability	ability	NOUN
epaa-5845	458	7	,	,	PUNCT
epaa-5845	458	8	proxied	proxie	VERB
epaa-5845	458	9	by	by	ADP
epaa-5845	458	10	this	this	DET
epaa-5845	458	11	covariate	covariate	NOUN
epaa-5845	458	12	,	,	PUNCT
epaa-5845	458	13	might	might	AUX
epaa-5845	458	14	have	have	VERB
epaa-5845	458	15	different	different	ADJ
epaa-5845	458	16	effects	effect	NOUN
epaa-5845	458	17	on	on	ADP
epaa-5845	458	18	the	the	DET
epaa-5845	458	19	probability	probability	NOUN
epaa-5845	458	20	of	of	ADP
epaa-5845	458	21	the	the	DET
epaa-5845	458	22	categories	category	NOUN
epaa-5845	458	23	depending	depend	VERB
epaa-5845	458	24	on	on	ADP
epaa-5845	458	25	the	the	DET
epaa-5845	458	26	instructor	instructor	NOUN
epaa-5845	458	27	’s	’s	PART
epaa-5845	458	28	attitude	attitude	NOUN
epaa-5845	458	29	toward	toward	ADP
epaa-5845	458	30	risk	risk	NOUN
epaa-5845	458	31	(	(	PUNCT
epaa-5845	458	32	matos	matos	ADJ
epaa-5845	458	33	-	-	PUNCT
epaa-5845	458	34	díaz	díaz	NOUN
epaa-5845	458	35	&	&	CCONJ
epaa-5845	458	36	ragan	ragan	NOUN
epaa-5845	458	37	,	,	PUNCT
epaa-5845	458	38	2010	2010	NUM
epaa-5845	458	39	)	)	PUNCT
epaa-5845	458	40	.	.	PUNCT
epaa-5845	459	1	for	for	ADP
epaa-5845	459	2	instance	instance	NOUN
epaa-5845	459	3	,	,	PUNCT
epaa-5845	459	4	faced	face	VERB
epaa-5845	459	5	with	with	ADP
epaa-5845	459	6	courses	course	NOUN
epaa-5845	459	7	of	of	ADP
epaa-5845	459	8	highly	highly	ADV
epaa-5845	459	9	heterogeneous	heterogeneous	ADJ
epaa-5845	459	10	students	student	NOUN
epaa-5845	459	11	,	,	PUNCT
epaa-5845	459	12	a	a	DET
epaa-5845	459	13	risk	risk	NOUN
epaa-5845	459	14	-	-	PUNCT
epaa-5845	459	15	averse	averse	ADJ
epaa-5845	459	16	instructor	instructor	NOUN
epaa-5845	459	17	would	would	AUX
epaa-5845	459	18	relax	relax	VERB
epaa-5845	459	19	the	the	DET
epaa-5845	459	20	academic	academic	ADJ
epaa-5845	459	21	standards	standard	NOUN
epaa-5845	459	22	to	to	PART
epaa-5845	459	23	allow	allow	VERB
epaa-5845	459	24	students	student	NOUN
epaa-5845	459	25	belonging	belong	VERB
epaa-5845	459	26	to	to	ADP
epaa-5845	459	27	the	the	DET
epaa-5845	459	28	lower	low	ADJ
epaa-5845	459	29	bound	bind	VERB
epaa-5845	459	30	of	of	ADP
epaa-5845	459	31	the	the	DET
epaa-5845	459	32	academic	academic	ADJ
epaa-5845	459	33	ability	ability	NOUN
epaa-5845	459	34	distribution	distribution	NOUN
epaa-5845	459	35	to	to	PART
epaa-5845	459	36	exceed	exceed	VERB
epaa-5845	459	37	threshold	threshold	NOUN
epaa-5845	459	38	gpa	gpa	PROPN
epaa-5845	459	39	values	value	NOUN
epaa-5845	459	40	that	that	PRON
epaa-5845	459	41	induce	induce	VERB
epaa-5845	459	42	them	they	PRON
epaa-5845	459	43	to	to	PART
epaa-5845	459	44	remain	remain	VERB
epaa-5845	459	45	in	in	ADP
epaa-5845	459	46	the	the	DET
epaa-5845	459	47	course	course	NOUN
epaa-5845	459	48	.	.	PUNCT
epaa-5845	460	1	thus	thus	ADV
epaa-5845	460	2	,	,	PUNCT
epaa-5845	460	3	relaxing	relax	VERB
epaa-5845	460	4	academic	academic	ADJ
epaa-5845	460	5	standards	standard	NOUN
epaa-5845	460	6	would	would	AUX
epaa-5845	460	7	increase	increase	VERB
epaa-5845	460	8	gpa	gpa	NOUN
epaa-5845	460	9	and	and	CCONJ
epaa-5845	460	10	decrease	decrease	VERB
epaa-5845	460	11	ws	ws	NOUN
epaa-5845	460	12	,	,	PUNCT
epaa-5845	460	13	improving	improve	VERB
epaa-5845	460	14	the	the	DET
epaa-5845	460	15	distribution	distribution	NOUN
epaa-5845	460	16	of	of	ADP
epaa-5845	460	17	course	course	NOUN
epaa-5845	460	18	grades	grade	NOUN
epaa-5845	460	19	.	.	PUNCT
epaa-5845	461	1	under	under	ADP
epaa-5845	461	2	such	such	DET
epaa-5845	461	3	a	a	DET
epaa-5845	461	4	scenario	scenario	NOUN
epaa-5845	461	5	,	,	PUNCT
epaa-5845	461	6	it	it	PRON
epaa-5845	461	7	is	be	AUX
epaa-5845	461	8	expected	expect	VERB
epaa-5845	461	9	that	that	SCONJ
epaa-5845	461	10	the	the	DET
epaa-5845	461	11	probability	probability	NOUN
epaa-5845	461	12	of	of	ADP
epaa-5845	461	13	hh	hh	PROPN
epaa-5845	461	14	increases	increase	NOUN
epaa-5845	461	15	while	while	SCONJ
epaa-5845	461	16	the	the	DET
epaa-5845	461	17	probability	probability	NOUN
epaa-5845	461	18	of	of	ADP
epaa-5845	461	19	ll	ll	AUX
epaa-5845	461	20	decreases	decrease	VERB
epaa-5845	461	21	whenever	whenever	SCONJ
epaa-5845	461	22	gai	gai	NOUN
epaa-5845	461	23	variance	variance	NOUN
epaa-5845	461	24	increases	increase	VERB
epaa-5845	461	25	.	.	PUNCT
epaa-5845	462	1	evidence	evidence	NOUN
epaa-5845	462	2	points	point	VERB
epaa-5845	462	3	to	to	ADP
epaa-5845	462	4	the	the	DET
epaa-5845	462	5	conclusion	conclusion	NOUN
epaa-5845	462	6	that	that	SCONJ
epaa-5845	462	7	this	this	PRON
epaa-5845	462	8	is	be	AUX
epaa-5845	462	9	the	the	DET
epaa-5845	462	10	case	case	NOUN
epaa-5845	462	11	prevailing	prevail	VERB
epaa-5845	462	12	at	at	ADP
epaa-5845	462	13	upr	upr	NOUN
epaa-5845	462	14	-	-	PUNCT
epaa-5845	462	15	bayamón	bayamón	NOUN
epaa-5845	462	16	.	.	PUNCT
epaa-5845	463	1	according	accord	VERB
epaa-5845	463	2	to	to	ADP
epaa-5845	463	3	table	table	NOUN
epaa-5845	463	4	8	8	NUM
epaa-5845	463	5	,	,	PUNCT
epaa-5845	463	6	an	an	DET
epaa-5845	463	7	increase	increase	NOUN
epaa-5845	463	8	of	of	ADP
epaa-5845	463	9	one	one	NUM
epaa-5845	463	10	standard	standard	ADJ
epaa-5845	463	11	deviation	deviation	NOUN
epaa-5845	463	12	in	in	ADP
epaa-5845	463	13	gai	gai	NOUN
epaa-5845	463	14	variance	variance	NOUN
epaa-5845	463	15	increases	increase	VERB
epaa-5845	463	16	the	the	DET
epaa-5845	463	17	probability	probability	NOUN
epaa-5845	463	18	of	of	ADP
epaa-5845	463	19	hh	hh	PROPN
epaa-5845	463	20	by	by	ADP
epaa-5845	463	21	6.68	6.68	NUM
epaa-5845	463	22	pp	pp	ADV
epaa-5845	463	23	and	and	CCONJ
epaa-5845	463	24	decreases	decrease	VERB
epaa-5845	463	25	the	the	DET
epaa-5845	463	26	probability	probability	NOUN
epaa-5845	463	27	of	of	ADP
epaa-5845	463	28	ll	ll	NOUN
epaa-5845	463	29	by	by	ADP
epaa-5845	463	30	18.55	18.55	NUM
epaa-5845	463	31	pp	pp	NOUN
epaa-5845	463	32	.	.	PUNCT
epaa-5845	464	1	furthermore	furthermore	ADV
epaa-5845	464	2	,	,	PUNCT
epaa-5845	464	3	the	the	DET
epaa-5845	464	4	diminishing	diminishing	NOUN
epaa-5845	464	5	of	of	ADP
epaa-5845	464	6	one	one	NUM
epaa-5845	464	7	standard	standard	ADJ
epaa-5845	464	8	deviation	deviation	NOUN
epaa-5845	464	9	in	in	ADP
epaa-5845	464	10	such	such	DET
epaa-5845	464	11	a	a	DET
epaa-5845	464	12	regressor	regressor	NOUN
epaa-5845	464	13	decreases	decrease	VERB
epaa-5845	464	14	and	and	CCONJ
epaa-5845	464	15	increases	increase	VERB
epaa-5845	464	16	the	the	DET
epaa-5845	464	17	probability	probability	NOUN
epaa-5845	464	18	of	of	ADP
epaa-5845	464	19	hh	hh	PROPN
epaa-5845	464	20	and	and	CCONJ
epaa-5845	464	21	ll	ll	AUX
epaa-5845	464	22	by	by	ADP
epaa-5845	464	23	8.58	8.58	NUM
epaa-5845	464	24	pp	pp	ADV
epaa-5845	464	25	and	and	CCONJ
epaa-5845	464	26	30.08	30.08	NUM
epaa-5845	464	27	pp	pp	ADJ
epaa-5845	464	28	,	,	PUNCT
epaa-5845	464	29	respectively	respectively	ADV
epaa-5845	464	30	.	.	PUNCT
epaa-5845	465	1	therefore	therefore	ADV
epaa-5845	465	2	,	,	PUNCT
epaa-5845	465	3	faculty	faculty	NOUN
epaa-5845	465	4	taxonomy	taxonomy	NOUN
epaa-5845	465	5	of	of	ADP
epaa-5845	465	6	grading	grade	VERB
epaa-5845	465	7	practices	practice	NOUN
epaa-5845	465	8	in	in	ADP
epaa-5845	465	9	the	the	DET
epaa-5845	465	10	university	university	NOUN
epaa-5845	465	11	of	of	ADP
epaa-5845	465	12	puerto	puerto	PROPN
epaa-5845	465	13	rico	rico	PROPN
epaa-5845	465	14	at	at	ADP
epaa-5845	465	15	bayamón	bayamón	NOUN
epaa-5845	465	16	,	,	PUNCT
epaa-5845	465	17	1995	1995	NUM
epaa-5845	465	18	-	-	SYM
epaa-5845	465	19	96	96	NUM
epaa-5845	465	20	to	to	ADP
epaa-5845	465	21	2015	2015	NUM
epaa-5845	465	22	-16	-16	SYM
epaa-5845	465	23	23	23	NUM
epaa-5845	465	24	members	member	NOUN
epaa-5845	465	25	are	be	AUX
epaa-5845	465	26	very	very	ADV
epaa-5845	465	27	responsive	responsive	ADJ
epaa-5845	465	28	to	to	ADP
epaa-5845	465	29	the	the	DET
epaa-5845	465	30	signals	signal	NOUN
epaa-5845	465	31	sent	send	VERB
epaa-5845	465	32	by	by	ADP
epaa-5845	465	33	students	student	NOUN
epaa-5845	465	34	’	'	PUNCT
epaa-5845	465	35	characteristics	characteristic	NOUN
epaa-5845	465	36	.	.	PUNCT
epaa-5845	466	1	that	that	PRON
epaa-5845	466	2	is	be	AUX
epaa-5845	466	3	,	,	PUNCT
epaa-5845	466	4	faculty	faculty	NOUN
epaa-5845	466	5	members	member	NOUN
epaa-5845	466	6	and	and	CCONJ
epaa-5845	466	7	students	student	NOUN
epaa-5845	466	8	free	free	ADJ
epaa-5845	466	9	-	-	PUNCT
epaa-5845	466	10	ride	ride	NOUN
epaa-5845	466	11	from	from	ADP
epaa-5845	466	12	each	each	DET
epaa-5845	466	13	other	other	ADJ
epaa-5845	466	14	altering	alter	VERB
epaa-5845	466	15	institutional	institutional	ADJ
epaa-5845	466	16	norms	norm	NOUN
epaa-5845	466	17	and	and	CCONJ
epaa-5845	466	18	academic	academic	ADJ
epaa-5845	466	19	standards	standard	NOUN
epaa-5845	466	20	.	.	PUNCT
epaa-5845	467	1	this	this	DET
epaa-5845	467	2	empirical	empirical	ADJ
epaa-5845	467	3	result	result	NOUN
epaa-5845	467	4	has	have	AUX
epaa-5845	467	5	profound	profound	ADJ
epaa-5845	467	6	academic	academic	ADJ
epaa-5845	467	7	policy	policy	NOUN
epaa-5845	467	8	implications	implication	NOUN
epaa-5845	467	9	given	give	VERB
epaa-5845	467	10	that	that	PRON
epaa-5845	467	11	,	,	PUNCT
epaa-5845	467	12	to	to	ADP
epaa-5845	467	13	the	the	DET
epaa-5845	467	14	extent	extent	NOUN
epaa-5845	467	15	that	that	PRON
epaa-5845	467	16	student	student	NOUN
epaa-5845	467	17	academic	academic	ADJ
epaa-5845	467	18	ability	ability	NOUN
epaa-5845	467	19	heterogeneity	heterogeneity	NOUN
epaa-5845	467	20	increases	increase	VERB
epaa-5845	467	21	in	in	ADP
epaa-5845	467	22	different	different	ADJ
epaa-5845	467	23	afs	afs	NOUN
epaa-5845	467	24	,	,	PUNCT
epaa-5845	467	25	academic	academic	ADJ
epaa-5845	467	26	standards	standard	NOUN
epaa-5845	467	27	will	will	AUX
epaa-5845	467	28	tend	tend	VERB
epaa-5845	467	29	to	to	PART
epaa-5845	467	30	diminish	diminish	VERB
epaa-5845	467	31	significantly	significantly	ADV
epaa-5845	467	32	,	,	PUNCT
epaa-5845	467	33	which	which	PRON
epaa-5845	467	34	in	in	ADP
epaa-5845	467	35	turn	turn	NOUN
epaa-5845	467	36	implies	imply	VERB
epaa-5845	467	37	the	the	DET
epaa-5845	467	38	provision	provision	NOUN
epaa-5845	467	39	of	of	ADP
epaa-5845	467	40	an	an	DET
epaa-5845	467	41	irrelevant	irrelevant	ADJ
epaa-5845	467	42	education	education	NOUN
epaa-5845	467	43	.	.	PUNCT
epaa-5845	468	1	if	if	SCONJ
epaa-5845	468	2	such	such	ADJ
epaa-5845	468	3	is	be	AUX
epaa-5845	468	4	the	the	DET
epaa-5845	468	5	case	case	NOUN
epaa-5845	468	6	prevailing	prevail	VERB
epaa-5845	468	7	in	in	ADP
epaa-5845	468	8	afs	afs	NOUN
epaa-5845	468	9	like	like	ADP
epaa-5845	468	10	education	education	NOUN
epaa-5845	468	11	and	and	CCONJ
epaa-5845	468	12	physical	physical	ADJ
epaa-5845	468	13	education	education	NOUN
epaa-5845	468	14	discussed	discuss	VERB
epaa-5845	468	15	earlier	early	ADV
epaa-5845	468	16	,	,	PUNCT
epaa-5845	468	17	their	their	PRON
epaa-5845	468	18	academic	academic	ADJ
epaa-5845	468	19	and	and	CCONJ
epaa-5845	468	20	economic	economic	ADJ
epaa-5845	468	21	policy	policy	NOUN
epaa-5845	468	22	implications	implication	NOUN
epaa-5845	468	23	would	would	AUX
epaa-5845	468	24	be	be	AUX
epaa-5845	468	25	of	of	ADP
epaa-5845	468	26	considerable	considerable	ADJ
epaa-5845	468	27	social	social	ADJ
epaa-5845	468	28	concerns	concern	NOUN
epaa-5845	468	29	.	.	PUNCT
epaa-5845	469	1	table	table	NOUN
epaa-5845	469	2	8	8	NUM
epaa-5845	469	3	re	re	ADJ
epaa-5845	469	4	-	-	ADJ
epaa-5845	469	5	estimating	estimate	VERB
epaa-5845	469	6	marginal	marginal	ADJ
epaa-5845	469	7	effects	effect	NOUN
epaa-5845	469	8	through	through	ADP
epaa-5845	469	9	simulations	simulation	NOUN
epaa-5845	469	10	estimated	estimate	VERB
epaa-5845	469	11	probabilities	probability	NOUN
epaa-5845	469	12	changes	change	NOUN
epaa-5845	469	13	in	in	ADP
epaa-5845	469	14	estimated	estimate	VERB
epaa-5845	469	15	probabilities	probability	NOUN
epaa-5845	469	16	variables	variable	NOUN
epaa-5845	469	17	(	(	PUNCT
epaa-5845	469	18	)	)	PUNCT
epaa-5845	469	19	0p	0p	PROPN
epaa-5845	470	1	y	y	PROPN
epaa-5845	470	2	=	=	SYM
epaa-5845	470	3	(	(	PUNCT
epaa-5845	470	4	)	)	PUNCT
epaa-5845	470	5	1p	1p	PROPN
epaa-5845	470	6	y	y	NOUN
epaa-5845	470	7	=	=	SYM
epaa-5845	470	8	(	(	PUNCT
epaa-5845	470	9	)	)	PUNCT
epaa-5845	470	10	2p	2p	NUM
epaa-5845	470	11	y	y	NOUN
epaa-5845	470	12	=	=	SYM
epaa-5845	470	13	(	(	PUNCT
epaa-5845	470	14	)	)	PUNCT
epaa-5845	470	15	0p	0p	PROPN
epaa-5845	470	16	y	y	PROPN
epaa-5845	470	17	=	=	SYM
epaa-5845	470	18	(	(	PUNCT
epaa-5845	470	19	)	)	PUNCT
epaa-5845	470	20	1p	1p	PROPN
epaa-5845	470	21	y	y	NOUN
epaa-5845	470	22	=	=	SYM
epaa-5845	470	23	(	(	PUNCT
epaa-5845	470	24	)	)	PUNCT
epaa-5845	470	25	2p	2p	NUM
epaa-5845	470	26	y	y	NOUN
epaa-5845	470	27	=	=	PUNCT
epaa-5845	470	28	dummy	dummy	ADJ
epaa-5845	470	29	variables	variable	NOUN
epaa-5845	470	30	cluster	cluster	VERB
epaa-5845	470	31	1	1	NUM
epaa-5845	470	32	0.2738	0.2738	NUM
epaa-5845	470	33	0.3043	0.3043	NUM
epaa-5845	470	34	0.4219	0.4219	NUM
epaa-5845	470	35	-0.255	-0.255	PUNCT
epaa-5845	470	36	0.1211	0.1211	NUM
epaa-5845	470	37	0.1341	0.1341	NUM
epaa-5845	470	38	cluster	cluster	NOUN
epaa-5845	470	39	2	2	NUM
epaa-5845	470	40	0.3853	0.3853	NUM
epaa-5845	470	41	0.3929	0.3929	NUM
epaa-5845	470	42	0.2218	0.2218	NUM
epaa-5845	470	43	-0.1435	-0.1435	X
epaa-5845	470	44	0.2094	0.2094	NUM
epaa-5845	470	45	-0.066	-0.066	PUNCT
epaa-5845	470	46	cluster	cluster	NOUN
epaa-5845	470	47	3	3	NUM
epaa-5845	470	48	0.2782	0.2782	NUM
epaa-5845	470	49	0.5717	0.5717	NUM
epaa-5845	470	50	0.1501	0.1501	NUM
epaa-5845	470	51	-0.2506	-0.2506	NOUN
epaa-5845	470	52	0.3882	0.3882	NUM
epaa-5845	470	53	-0.1377	-0.1377	NOUN
epaa-5845	470	54	female	female	ADJ
epaa-5845	470	55	0.5384	0.5384	NUM
epaa-5845	470	56	0.1615	0.1615	NUM
epaa-5845	470	57	0.3	0.3	NUM
epaa-5845	470	58	0.0096	0.0096	NUM
epaa-5845	470	59	-0.022	-0.022	PUNCT
epaa-5845	470	60	-0.0001	-0.0001	NOUN
epaa-5845	470	61	assistant	assistant	NOUN
epaa-5845	470	62	professor	professor	NOUN
epaa-5845	470	63	0.51	0.51	NUM
epaa-5845	470	64	0.0783	0.0783	NUM
epaa-5845	470	65	0.4117	0.4117	NUM
epaa-5845	470	66	-0.0188	-0.0188	ADJ
epaa-5845	470	67	-0.1052	-0.1052	PROPN
epaa-5845	470	68	0.124	0.124	NUM
epaa-5845	470	69	associate	associate	NOUN
epaa-5845	470	70	professor	professor	NOUN
epaa-5845	470	71	0.4569	0.4569	NUM
epaa-5845	470	72	0.138	0.138	NUM
epaa-5845	470	73	0.405	0.405	NUM
epaa-5845	470	74	-0.0719	-0.0719	NOUN
epaa-5845	470	75	-0.0455	-0.0455	ADP
epaa-5845	471	1	0.1173	0.1173	NUM
epaa-5845	471	2	professor	professor	NOUN
epaa-5845	471	3	0.5288	0.5288	NUM
epaa-5845	471	4	0.1835	0.1835	NUM
epaa-5845	471	5	0.2877	0.2877	NUM
epaa-5845	471	6	-0.0197	-0.0197	NOUN
epaa-5845	471	7	-0.1136	-0.1136	NOUN
epaa-5845	471	8	0.1333	0.1333	NUM
epaa-5845	471	9	doctorate	doctorate	NOUN
epaa-5845	471	10	0.5095	0.5095	NUM
epaa-5845	471	11	0.202	0.202	NUM
epaa-5845	471	12	0.2885	0.2885	NUM
epaa-5845	471	13	-0.0193	-0.0193	NOUN
epaa-5845	471	14	0.0185	0.0185	NUM
epaa-5845	471	15	0.0008	0.0008	NUM
epaa-5845	471	16	probation	probation	NOUN
epaa-5845	471	17	0.3077	0.3077	NUM
epaa-5845	471	18	0.308	0.308	NUM
epaa-5845	471	19	0.3843	0.3843	NUM
epaa-5845	471	20	-0.2211	-0.2211	NOUN
epaa-5845	471	21	0.1245	0.1245	NUM
epaa-5845	471	22	0.0966	0.0966	NUM
epaa-5845	471	23	tenured	tenure	VERB
epaa-5845	471	24	0.45	0.45	NUM
epaa-5845	471	25	0.2121	0.2121	NUM
epaa-5845	471	26	0.3379	0.3379	NUM
epaa-5845	471	27	-0.0788	-0.0788	NOUN
epaa-5845	471	28	0.0286	0.0286	NUM
epaa-5845	471	29	0.0502	0.0502	NUM
epaa-5845	471	30	semi	semi	ADJ
epaa-5845	471	31	-	-	ADJ
epaa-5845	471	32	continuous	continuous	ADJ
epaa-5845	471	33	standardized	standardized	ADJ
epaa-5845	471	34	variables	variable	NOUN
epaa-5845	471	35	age	age	NOUN
epaa-5845	471	36	1z	1z	NOUN
epaa-5845	471	37	=	=	SYM
epaa-5845	471	38	0.5099	0.5099	NUM
epaa-5845	471	39	0.2889	0.2889	NUM
epaa-5845	471	40	0.2013	0.2013	NUM
epaa-5845	471	41	-0.0189	-0.0189	NOUN
epaa-5845	471	42	0.1054	0.1054	NUM
epaa-5845	471	43	-0.0864	-0.0864	PROPN
epaa-5845	471	44	1=	1=	X
epaa-5845	471	45	−z	−z	NOUN
epaa-5845	471	46	0.376	0.376	NUM
epaa-5845	471	47	0.4093	0.4093	NUM
epaa-5845	471	48	0.3531	0.3531	NUM
epaa-5845	471	49	-0.1912	-0.1912	PUNCT
epaa-5845	471	50	0.2258	0.2258	NUM
epaa-5845	471	51	-0.0346	-0.0346	X
epaa-5845	471	52	gai	gai	X
epaa-5845	471	53	1z	1z	NUM
epaa-5845	471	54	=	=	SYM
epaa-5845	471	55	0.5763	0.5763	NUM
epaa-5845	471	56	0.1545	0.1545	NUM
epaa-5845	471	57	0.2639	0.2639	NUM
epaa-5845	471	58	0.0475	0.0475	NUM
epaa-5845	471	59	-0.029	-0.029	NUM
epaa-5845	471	60	-0.0184	-0.0184	X
epaa-5845	471	61	1z	1z	NOUN
epaa-5845	471	62	=	=	PUNCT
epaa-5845	471	63	−	−	PROPN
epaa-5845	471	64	0.4802	0.4802	NUM
epaa-5845	471	65	0.2156	0.2156	NUM
epaa-5845	471	66	0.3042	0.3042	NUM
epaa-5845	471	67	-0.0486	-0.0486	PUNCT
epaa-5845	471	68	0.0321	0.0321	NUM
epaa-5845	471	69	0.0165	0.0165	NUM
epaa-5845	471	70	gai	gai	NOUN
epaa-5845	471	71	variance	variance	NOUN
epaa-5845	471	72	1z	1z	NUM
epaa-5845	471	73	=	=	SYM
epaa-5845	472	1	0.6475	0.6475	NUM
epaa-5845	472	2	0.2503	0.2503	NUM
epaa-5845	472	3	0.1022	0.1022	NUM
epaa-5845	472	4	0.1187	0.1187	NUM
epaa-5845	472	5	0.0668	0.0668	NUM
epaa-5845	472	6	-0.1855	-0.1855	ADJ
epaa-5845	472	7	1z	1z	NOUN
epaa-5845	472	8	=	=	PUNCT
epaa-5845	473	1	−	−	PROPN
epaa-5845	473	2	0.3138	0.3138	NUM
epaa-5845	473	3	0.0977	0.0977	NUM
epaa-5845	473	4	0.5885	0.5885	NUM
epaa-5845	473	5	-0.215	-0.215	PUNCT
epaa-5845	473	6	-0.0858	-0.0858	NOUN
epaa-5845	473	7	0.3008	0.3008	NUM
epaa-5845	473	8	phssp	phssp	NOUN
epaa-5845	473	9	=	=	SYM
epaa-5845	473	10	private	private	ADJ
epaa-5845	473	11	high	high	ADJ
epaa-5845	473	12	school	school	NOUN
epaa-5845	473	13	students	student	NOUN
epaa-5845	473	14	proportion	proportion	VERB
epaa-5845	473	15	1z	1z	NOUN
epaa-5845	473	16	=	=	SYM
epaa-5845	473	17	0.5254	0.5254	NUM
epaa-5845	473	18	0.203	0.203	NUM
epaa-5845	473	19	0.2716	0.2716	NUM
epaa-5845	473	20	-0.0034	-0.0034	NOUN
epaa-5845	473	21	0.0195	0.0195	NUM
epaa-5845	473	22	-0.0161	-0.0161	VERB
epaa-5845	473	23	1z	1z	NOUN
epaa-5845	473	24	=	=	PUNCT
epaa-5845	473	25	−	−	NUM
epaa-5845	473	26	0.5308	0.5308	NUM
epaa-5845	473	27	0.1653	0.1653	NUM
epaa-5845	473	28	0.3039	0.3039	NUM
epaa-5845	473	29	0.002	0.002	NUM
epaa-5845	473	30	-0.0182	-0.0182	NOUN
epaa-5845	473	31	0.0162	0.0162	NUM
epaa-5845	473	32	fsp	fsp	NOUN
epaa-5845	473	33	=	=	NOUN
epaa-5845	473	34	female	female	ADJ
epaa-5845	473	35	students	student	NOUN
epaa-5845	473	36	proportion	proportion	VERB
epaa-5845	473	37	1z	1z	NOUN
epaa-5845	473	38	=	=	SYM
epaa-5845	473	39	0.5878	0.5878	NUM
epaa-5845	473	40	0.1779	0.1779	NUM
epaa-5845	473	41	0.2343	0.2343	NUM
epaa-5845	473	42	0.059	0.059	NUM
epaa-5845	473	43	-0.0056	-0.0056	NOUN
epaa-5845	473	44	-0.0534	-0.0534	VERB
epaa-5845	473	45	1z	1z	NUM
epaa-5845	474	1	=	=	PUNCT
epaa-5845	474	2	−	−	NOUN
epaa-5845	474	3	0.4672	0.4672	NUM
epaa-5845	474	4	0.1858	0.1858	NUM
epaa-5845	474	5	0.347	0.347	NUM
epaa-5845	474	6	-0.0616	-0.0616	NOUN
epaa-5845	474	7	0.0023	0.0023	NUM
epaa-5845	474	8	0.0593	0.0593	NUM
epaa-5845	474	9	base	base	NOUN
epaa-5845	474	10	line	line	NOUN
epaa-5845	474	11	model	model	NOUN
epaa-5845	474	12	0.5288	0.5288	NUM
epaa-5845	474	13	0.1835	0.1835	NUM
epaa-5845	474	14	0.2877	0.2877	NUM
epaa-5845	474	15	n	n	CCONJ
epaa-5845	474	16	/	/	SYM
epaa-5845	474	17	a	a	PRON
epaa-5845	474	18	n	n	NOUN
epaa-5845	474	19	/	/	SYM
epaa-5845	474	20	a	a	PRON
epaa-5845	474	21	n	n	NOUN
epaa-5845	474	22	/	/	SYM
epaa-5845	474	23	a	a	DET
epaa-5845	474	24	notes	note	NOUN
epaa-5845	474	25	:	:	PUNCT
epaa-5845	474	26	the	the	DET
epaa-5845	474	27	base	base	NOUN
epaa-5845	474	28	line	line	NOUN
epaa-5845	474	29	model	model	NOUN
epaa-5845	474	30	probabilities	probability	NOUN
epaa-5845	474	31	are	be	AUX
epaa-5845	474	32	estimated	estimate	VERB
epaa-5845	474	33	at	at	ADP
epaa-5845	474	34	the	the	DET
epaa-5845	474	35	mean	mean	NOUN
epaa-5845	474	36	of	of	ADP
epaa-5845	474	37	the	the	DET
epaa-5845	474	38	continuous	continuous	ADJ
epaa-5845	474	39	variables	variable	NOUN
epaa-5845	474	40	and	and	CCONJ
epaa-5845	474	41	at	at	ADP
epaa-5845	474	42	the	the	DET
epaa-5845	474	43	dummies	dummy	NOUN
epaa-5845	474	44	reference	reference	NOUN
epaa-5845	474	45	group	group	NOUN
epaa-5845	474	46	.	.	PUNCT
epaa-5845	475	1	changes	change	NOUN
epaa-5845	475	2	in	in	ADP
epaa-5845	475	3	estimated	estimate	VERB
epaa-5845	475	4	probabilities	probability	NOUN
epaa-5845	475	5	are	be	AUX
epaa-5845	475	6	computed	compute	VERB
epaa-5845	475	7	with	with	ADP
epaa-5845	475	8	respect	respect	NOUN
epaa-5845	475	9	to	to	ADP
epaa-5845	475	10	the	the	DET
epaa-5845	475	11	base	base	NOUN
epaa-5845	475	12	line	line	NOUN
epaa-5845	475	13	model	model	NOUN
epaa-5845	475	14	values	value	NOUN
epaa-5845	475	15	.	.	PUNCT
epaa-5845	476	1	n	n	CCONJ
epaa-5845	476	2	/	/	SYM
epaa-5845	476	3	a	a	PRON
epaa-5845	476	4	=	=	X
epaa-5845	476	5	do	do	AUX
epaa-5845	476	6	not	not	PART
epaa-5845	476	7	apply	apply	VERB
epaa-5845	476	8	.	.	PUNCT
epaa-5845	477	1	per	per	ADP
epaa-5845	477	2	row	row	NOUN
epaa-5845	477	3	sums	sum	NOUN
epaa-5845	477	4	of	of	ADP
epaa-5845	477	5	the	the	DET
epaa-5845	477	6	estimated	estimate	VERB
epaa-5845	477	7	probabilities	probability	NOUN
epaa-5845	477	8	and	and	CCONJ
epaa-5845	477	9	their	their	PRON
epaa-5845	477	10	estimated	estimate	VERB
epaa-5845	477	11	changes	change	NOUN
epaa-5845	477	12	are	be	AUX
epaa-5845	477	13	equal	equal	ADJ
epaa-5845	477	14	to	to	ADP
epaa-5845	477	15	one	one	NUM
epaa-5845	477	16	and	and	CCONJ
epaa-5845	477	17	zero	zero	NUM
epaa-5845	477	18	,	,	PUNCT
epaa-5845	477	19	respectively	respectively	ADV
epaa-5845	477	20	.	.	PUNCT
epaa-5845	478	1	z	z	NOUN
epaa-5845	478	2	=	=	PRON
epaa-5845	478	3	standardized	standardize	VERB
epaa-5845	478	4	random	random	ADJ
epaa-5845	478	5	variable	variable	NOUN
epaa-5845	478	6	,	,	PUNCT
epaa-5845	478	7	implying	imply	VERB
epaa-5845	478	8	that	that	SCONJ
epaa-5845	478	9	(	(	PUNCT
epaa-5845	478	10	)	)	PUNCT
epaa-5845	478	11	(	(	PUNCT
epaa-5845	478	12	)	)	PUNCT
epaa-5845	478	13	(	(	PUNCT
epaa-5845	478	14	)	)	PUNCT
epaa-5845	478	15	20	20	NUM
epaa-5845	478	16	and	and	CCONJ
epaa-5845	478	17	1iz	1iz	ADJ
epaa-5845	478	18	x	x	PUNCT
epaa-5845	478	19	x	x	PUNCT
epaa-5845	478	20	e	e	X
epaa-5845	478	21	z	z	PROPN
epaa-5845	478	22	z	z	PROPN
epaa-5845	478	23	=	=	PROPN
epaa-5845	479	1	−	−	PROPN
epaa-5845	479	2			NOUN
epaa-5845	479	3	=	=	NOUN
epaa-5845	480	1	=	=	PUNCT
epaa-5845	480	2	.	.	PUNCT
epaa-5845	481	1	education	education	NOUN
epaa-5845	481	2	policy	policy	NOUN
epaa-5845	481	3	analysis	analysis	NOUN
epaa-5845	481	4	archives	archive	NOUN
epaa-5845	481	5	vol	vol	NOUN
epaa-5845	481	6	.	.	PROPN
epaa-5845	482	1	29	29	NUM
epaa-5845	482	2	no	no	NOUN
epaa-5845	482	3	.	.	NOUN
epaa-5845	482	4	57	57	NUM
epaa-5845	482	5	24	24	NUM
epaa-5845	482	6	policy	policy	NOUN
epaa-5845	482	7	implications	implication	NOUN
epaa-5845	482	8	on	on	ADP
epaa-5845	482	9	institutional	institutional	ADJ
epaa-5845	482	10	norms	norm	NOUN
epaa-5845	482	11	and	and	CCONJ
epaa-5845	482	12	academic	academic	ADJ
epaa-5845	482	13	standards	standard	NOUN
epaa-5845	482	14	as	as	ADP
epaa-5845	482	15	public	public	ADJ
epaa-5845	482	16	goods	good	NOUN
epaa-5845	482	17	the	the	DET
epaa-5845	482	18	grading	grade	VERB
epaa-5845	482	19	practices	practice	NOUN
epaa-5845	482	20	adopted	adopt	VERB
epaa-5845	482	21	by	by	ADP
epaa-5845	482	22	faculty	faculty	NOUN
epaa-5845	482	23	members	member	NOUN
epaa-5845	482	24	in	in	ADP
epaa-5845	482	25	their	their	PRON
epaa-5845	482	26	corresponding	correspond	VERB
epaa-5845	482	27	afs	afs	NOUN
epaa-5845	482	28	over	over	ADP
epaa-5845	482	29	time	time	NOUN
epaa-5845	482	30	have	have	VERB
epaa-5845	482	31	profound	profound	ADJ
epaa-5845	482	32	and	and	CCONJ
epaa-5845	482	33	significant	significant	ADJ
epaa-5845	482	34	impact	impact	NOUN
epaa-5845	482	35	on	on	ADP
epaa-5845	482	36	institutional	institutional	ADJ
epaa-5845	482	37	norms	norm	NOUN
epaa-5845	482	38	and	and	CCONJ
epaa-5845	482	39	academic	academic	ADJ
epaa-5845	482	40	standards	standard	NOUN
epaa-5845	482	41	.	.	PUNCT
epaa-5845	483	1	on	on	ADP
epaa-5845	483	2	the	the	DET
epaa-5845	483	3	other	other	ADJ
epaa-5845	483	4	hand	hand	NOUN
epaa-5845	483	5	,	,	PUNCT
epaa-5845	483	6	norms	norm	NOUN
epaa-5845	483	7	and	and	CCONJ
epaa-5845	483	8	academic	academic	ADJ
epaa-5845	483	9	standards	standard	NOUN
epaa-5845	483	10	provide	provide	VERB
epaa-5845	483	11	invaluable	invaluable	ADJ
epaa-5845	483	12	information	information	NOUN
epaa-5845	483	13	with	with	ADP
epaa-5845	483	14	regard	regard	NOUN
epaa-5845	483	15	to	to	ADP
epaa-5845	483	16	reputation	reputation	NOUN
epaa-5845	483	17	,	,	PUNCT
epaa-5845	483	18	scholastic	scholastic	ADJ
epaa-5845	483	19	achievements	achievement	NOUN
epaa-5845	483	20	,	,	PUNCT
epaa-5845	483	21	and	and	CCONJ
epaa-5845	483	22	prestige	prestige	NOUN
epaa-5845	483	23	reached	reach	VERB
epaa-5845	483	24	by	by	ADP
epaa-5845	483	25	the	the	DET
epaa-5845	483	26	university	university	NOUN
epaa-5845	483	27	.	.	PUNCT
epaa-5845	484	1	according	accord	VERB
epaa-5845	484	2	to	to	ADP
epaa-5845	484	3	marks	mark	NOUN
epaa-5845	484	4	(	(	PUNCT
epaa-5845	484	5	2002	2002	NUM
epaa-5845	484	6	)	)	PUNCT
epaa-5845	484	7	and	and	CCONJ
epaa-5845	484	8	johnes	johne	NOUN
epaa-5845	484	9	(	(	PUNCT
epaa-5845	484	10	2004	2004	NUM
epaa-5845	484	11	)	)	PUNCT
epaa-5845	484	12	,	,	PUNCT
epaa-5845	484	13	university	university	NOUN
epaa-5845	484	14	norms	norm	NOUN
epaa-5845	484	15	and	and	CCONJ
epaa-5845	484	16	academic	academic	ADJ
epaa-5845	484	17	standards	standard	NOUN
epaa-5845	484	18	share	share	VERB
epaa-5845	484	19	the	the	DET
epaa-5845	484	20	two	two	NUM
epaa-5845	484	21	fundamental	fundamental	ADJ
epaa-5845	484	22	characteristics	characteristic	NOUN
epaa-5845	484	23	that	that	PRON
epaa-5845	484	24	distinguish	distinguish	VERB
epaa-5845	484	25	public	public	ADJ
epaa-5845	484	26	goods	good	NOUN
epaa-5845	484	27	:	:	PUNCT
epaa-5845	484	28	nonexclusive	nonexclusive	ADJ
epaa-5845	484	29	and	and	CCONJ
epaa-5845	484	30	nonrival	nonrival	NOUN
epaa-5845	484	31	.	.	PUNCT
epaa-5845	485	1	a	a	DET
epaa-5845	485	2	good	good	NOUN
epaa-5845	485	3	is	be	AUX
epaa-5845	485	4	nonexclusive	nonexclusive	ADJ
epaa-5845	485	5	if	if	SCONJ
epaa-5845	485	6	it	it	PRON
epaa-5845	485	7	is	be	AUX
epaa-5845	485	8	impossible	impossible	ADJ
epaa-5845	485	9	,	,	PUNCT
epaa-5845	485	10	or	or	CCONJ
epaa-5845	485	11	extremely	extremely	ADV
epaa-5845	485	12	costly	costly	ADJ
epaa-5845	485	13	,	,	PUNCT
epaa-5845	485	14	to	to	PART
epaa-5845	485	15	exclude	exclude	VERB
epaa-5845	485	16	individuals	individual	NOUN
epaa-5845	485	17	from	from	ADP
epaa-5845	485	18	benefiting	benefit	VERB
epaa-5845	485	19	from	from	ADP
epaa-5845	485	20	its	its	PRON
epaa-5845	485	21	consumption	consumption	NOUN
epaa-5845	485	22	.	.	PUNCT
epaa-5845	486	1	national	national	ADJ
epaa-5845	486	2	defense	defense	PROPN
epaa-5845	486	3	and	and	CCONJ
epaa-5845	486	4	herd	herd	NOUN
epaa-5845	486	5	immunity	immunity	NOUN
epaa-5845	486	6	coming	come	VERB
epaa-5845	486	7	from	from	ADP
epaa-5845	486	8	the	the	DET
epaa-5845	486	9	inoculation	inoculation	NOUN
epaa-5845	486	10	against	against	ADP
epaa-5845	486	11	disease	disease	NOUN
epaa-5845	486	12	programs	program	NOUN
epaa-5845	486	13	are	be	AUX
epaa-5845	486	14	examples	example	NOUN
epaa-5845	486	15	.	.	PUNCT
epaa-5845	487	1	a	a	DET
epaa-5845	487	2	good	good	ADJ
epaa-5845	487	3	is	be	AUX
epaa-5845	487	4	nonrival	nonrival	NOUN
epaa-5845	487	5	if	if	SCONJ
epaa-5845	487	6	the	the	DET
epaa-5845	487	7	social	social	ADJ
epaa-5845	487	8	marginal	marginal	ADJ
epaa-5845	487	9	cost	cost	NOUN
epaa-5845	487	10	of	of	ADP
epaa-5845	487	11	its	its	PRON
epaa-5845	487	12	provision	provision	NOUN
epaa-5845	487	13	to	to	ADP
epaa-5845	487	14	an	an	DET
epaa-5845	487	15	additional	additional	ADJ
epaa-5845	487	16	consumer	consumer	NOUN
epaa-5845	487	17	is	be	AUX
epaa-5845	487	18	zero	zero	NUM
epaa-5845	487	19	.	.	PUNCT
epaa-5845	488	1	the	the	DET
epaa-5845	488	2	use	use	NOUN
epaa-5845	488	3	of	of	ADP
epaa-5845	488	4	a	a	DET
epaa-5845	488	5	highway	highway	NOUN
epaa-5845	488	6	during	during	ADP
epaa-5845	488	7	a	a	DET
epaa-5845	488	8	period	period	NOUN
epaa-5845	488	9	of	of	ADP
epaa-5845	488	10	low	low	ADJ
epaa-5845	488	11	traffic	traffic	NOUN
epaa-5845	488	12	volume	volume	NOUN
epaa-5845	488	13	,	,	PUNCT
epaa-5845	488	14	one	one	NUM
epaa-5845	488	15	more	more	ADV
epaa-5845	488	16	viewer	viewer	NOUN
epaa-5845	488	17	tuned	tune	VERB
epaa-5845	488	18	in	in	ADP
epaa-5845	488	19	to	to	ADP
epaa-5845	488	20	a	a	DET
epaa-5845	488	21	public	public	ADJ
epaa-5845	488	22	television	television	NOUN
epaa-5845	488	23	channel	channel	NOUN
epaa-5845	488	24	,	,	PUNCT
epaa-5845	488	25	as	as	ADV
epaa-5845	488	26	well	well	ADV
epaa-5845	488	27	as	as	ADP
epaa-5845	488	28	the	the	DET
epaa-5845	488	29	use	use	NOUN
epaa-5845	488	30	of	of	ADP
epaa-5845	488	31	a	a	DET
epaa-5845	488	32	lighthouse	lighthouse	NOUN
epaa-5845	488	33	by	by	ADP
epaa-5845	488	34	a	a	DET
epaa-5845	488	35	ship	ship	NOUN
epaa-5845	488	36	are	be	AUX
epaa-5845	488	37	commonly	commonly	ADV
epaa-5845	488	38	used	use	VERB
epaa-5845	488	39	textbook	textbook	NOUN
epaa-5845	488	40	examples	example	NOUN
epaa-5845	488	41	.	.	PUNCT
epaa-5845	489	1	given	give	VERB
epaa-5845	489	2	these	these	DET
epaa-5845	489	3	two	two	NUM
epaa-5845	489	4	properties	property	NOUN
epaa-5845	489	5	,	,	PUNCT
epaa-5845	489	6	public	public	ADJ
epaa-5845	489	7	goods	good	NOUN
epaa-5845	489	8	are	be	AUX
epaa-5845	489	9	subject	subject	ADJ
epaa-5845	489	10	to	to	ADP
epaa-5845	489	11	freeriding	freeride	VERB
epaa-5845	489	12	behavior	behavior	NOUN
epaa-5845	489	13	,	,	PUNCT
epaa-5845	489	14	i.e.	i.e.	X
epaa-5845	489	15	,	,	PUNCT
epaa-5845	489	16	consumers	consumer	NOUN
epaa-5845	489	17	will	will	AUX
epaa-5845	489	18	not	not	PART
epaa-5845	489	19	reveal	reveal	VERB
epaa-5845	489	20	their	their	PRON
epaa-5845	489	21	willingness	willingness	NOUN
epaa-5845	489	22	to	to	PART
epaa-5845	489	23	pay	pay	VERB
epaa-5845	489	24	for	for	ADP
epaa-5845	489	25	the	the	DET
epaa-5845	489	26	good	good	ADJ
epaa-5845	489	27	preferring	preferring	NOUN
epaa-5845	489	28	to	to	PART
epaa-5845	489	29	rely	rely	VERB
epaa-5845	489	30	on	on	ADP
epaa-5845	489	31	others	other	NOUN
epaa-5845	489	32	to	to	PART
epaa-5845	489	33	pay	pay	VERB
epaa-5845	489	34	for	for	ADP
epaa-5845	489	35	it	it	PRON
epaa-5845	489	36	.	.	PUNCT
epaa-5845	490	1	both	both	DET
epaa-5845	490	2	faculty	faculty	NOUN
epaa-5845	490	3	members	member	NOUN
epaa-5845	490	4	and	and	CCONJ
epaa-5845	490	5	students	student	NOUN
epaa-5845	490	6	have	have	VERB
epaa-5845	490	7	an	an	DET
epaa-5845	490	8	incentive	incentive	NOUN
epaa-5845	490	9	to	to	PART
epaa-5845	490	10	cheat	cheat	VERB
epaa-5845	490	11	out	out	ADP
epaa-5845	490	12	of	of	ADP
epaa-5845	490	13	institutional	institutional	ADJ
epaa-5845	490	14	norms	norm	NOUN
epaa-5845	490	15	and	and	CCONJ
epaa-5845	490	16	academic	academic	ADJ
epaa-5845	490	17	standards	standard	NOUN
epaa-5845	490	18	.	.	PUNCT
epaa-5845	491	1	for	for	ADP
epaa-5845	491	2	instance	instance	NOUN
epaa-5845	491	3	,	,	PUNCT
epaa-5845	491	4	even	even	ADV
epaa-5845	491	5	if	if	SCONJ
epaa-5845	491	6	they	they	PRON
epaa-5845	491	7	belong	belong	VERB
epaa-5845	491	8	to	to	ADP
epaa-5845	491	9	a	a	DET
epaa-5845	491	10	strict	strict	ADJ
epaa-5845	491	11	grading	grade	VERB
epaa-5845	491	12	department	department	NOUN
epaa-5845	491	13	,	,	PUNCT
epaa-5845	491	14	individual	individual	ADJ
epaa-5845	491	15	faculty	faculty	NOUN
epaa-5845	491	16	members	member	NOUN
epaa-5845	491	17	seeking	seek	VERB
epaa-5845	491	18	better	well	ADV
epaa-5845	491	19	set	set	VERB
epaa-5845	491	20	ratings	rating	NOUN
epaa-5845	491	21	and/or	and/or	CCONJ
epaa-5845	491	22	more	more	ADV
epaa-5845	491	23	convenient	convenient	ADJ
epaa-5845	491	24	teaching	teaching	NOUN
epaa-5845	491	25	schedules	schedule	NOUN
epaa-5845	491	26	have	have	VERB
epaa-5845	491	27	incentives	incentive	NOUN
epaa-5845	491	28	for	for	ADP
epaa-5845	491	29	grading	grade	VERB
epaa-5845	491	30	leniently	leniently	ADV
epaa-5845	491	31	,	,	PUNCT
epaa-5845	491	32	free	free	ADJ
epaa-5845	491	33	-	-	PUNCT
epaa-5845	491	34	riding	riding	NOUN
epaa-5845	491	35	on	on	ADP
epaa-5845	491	36	the	the	DET
epaa-5845	491	37	grading	grade	VERB
epaa-5845	491	38	norms	norm	NOUN
epaa-5845	491	39	that	that	SCONJ
epaa-5845	491	40	they	they	PRON
epaa-5845	491	41	expect	expect	VERB
epaa-5845	491	42	their	their	PRON
epaa-5845	491	43	peers	peer	NOUN
epaa-5845	491	44	will	will	AUX
epaa-5845	491	45	support	support	VERB
epaa-5845	491	46	(	(	PUNCT
epaa-5845	491	47	johnes	johne	NOUN
epaa-5845	491	48	,	,	PUNCT
epaa-5845	491	49	2004	2004	NUM
epaa-5845	491	50	)	)	PUNCT
epaa-5845	491	51	.	.	PUNCT
epaa-5845	492	1	it	it	PRON
epaa-5845	492	2	is	be	AUX
epaa-5845	492	3	also	also	ADV
epaa-5845	492	4	possible	possible	ADJ
epaa-5845	492	5	that	that	SCONJ
epaa-5845	492	6	other	other	ADJ
epaa-5845	492	7	faculty	faculty	NOUN
epaa-5845	492	8	members	member	NOUN
epaa-5845	492	9	free	free	ADJ
epaa-5845	492	10	-	-	PUNCT
epaa-5845	492	11	ride	ride	NOUN
epaa-5845	492	12	through	through	ADP
epaa-5845	492	13	benefiting	benefit	VERB
epaa-5845	492	14	from	from	ADP
epaa-5845	492	15	the	the	DET
epaa-5845	492	16	prestige	prestige	NOUN
epaa-5845	492	17	and	and	CCONJ
epaa-5845	492	18	recognition	recognition	NOUN
epaa-5845	492	19	of	of	ADP
epaa-5845	492	20	the	the	DET
epaa-5845	492	21	academic	academic	ADJ
epaa-5845	492	22	unit	unit	NOUN
epaa-5845	492	23	where	where	SCONJ
epaa-5845	492	24	they	they	PRON
epaa-5845	492	25	work	work	VERB
epaa-5845	492	26	without	without	ADP
epaa-5845	492	27	contributing	contribute	VERB
epaa-5845	492	28	to	to	ADP
epaa-5845	492	29	(	(	PUNCT
epaa-5845	492	30	paying	pay	VERB
epaa-5845	492	31	for	for	ADP
epaa-5845	492	32	)	)	PUNCT
epaa-5845	492	33	it	it	PRON
epaa-5845	492	34	through	through	ADP
epaa-5845	492	35	their	their	PRON
epaa-5845	492	36	research	research	NOUN
epaa-5845	492	37	and	and	CCONJ
epaa-5845	492	38	teaching	teaching	NOUN
epaa-5845	492	39	achievements	achievement	NOUN
epaa-5845	492	40	.	.	PUNCT
epaa-5845	493	1	on	on	ADP
epaa-5845	493	2	the	the	DET
epaa-5845	493	3	other	other	ADJ
epaa-5845	493	4	hand	hand	NOUN
epaa-5845	493	5	,	,	PUNCT
epaa-5845	493	6	seeking	seek	VERB
epaa-5845	493	7	or	or	CCONJ
epaa-5845	493	8	accepting	accept	VERB
epaa-5845	493	9	undeserved	undeserved	ADJ
epaa-5845	493	10	grades	grade	NOUN
epaa-5845	493	11	and	and	CCONJ
epaa-5845	493	12	committing	commit	VERB
epaa-5845	493	13	plagiarism	plagiarism	NOUN
epaa-5845	493	14	are	be	AUX
epaa-5845	493	15	clear	clear	ADJ
epaa-5845	493	16	examples	example	NOUN
epaa-5845	493	17	of	of	ADP
epaa-5845	493	18	students	student	NOUN
epaa-5845	493	19	'	'	PART
epaa-5845	493	20	free	free	ADJ
epaa-5845	493	21	-	-	PUNCT
epaa-5845	493	22	riding	ride	VERB
epaa-5845	493	23	behavior	behavior	NOUN
epaa-5845	493	24	.	.	PUNCT
epaa-5845	494	1	a	a	DET
epaa-5845	494	2	cautionary	cautionary	ADJ
epaa-5845	494	3	note	note	NOUN
epaa-5845	494	4	is	be	AUX
epaa-5845	494	5	in	in	ADP
epaa-5845	494	6	order	order	NOUN
epaa-5845	494	7	here	here	ADV
epaa-5845	494	8	.	.	PUNCT
epaa-5845	495	1	suppose	suppose	VERB
epaa-5845	495	2	an	an	DET
epaa-5845	495	3	academic	academic	ADJ
epaa-5845	495	4	environment	environment	NOUN
epaa-5845	495	5	is	be	AUX
epaa-5845	495	6	characterized	characterize	VERB
epaa-5845	495	7	by	by	ADP
epaa-5845	495	8	continuous	continuous	ADJ
epaa-5845	495	9	decline	decline	NOUN
epaa-5845	495	10	in	in	ADP
epaa-5845	495	11	the	the	DET
epaa-5845	495	12	growth	growth	NOUN
epaa-5845	495	13	of	of	ADP
epaa-5845	495	14	student	student	NOUN
epaa-5845	495	15	enrollments	enrollment	NOUN
epaa-5845	495	16	,	,	PUNCT
epaa-5845	495	17	external	external	ADJ
epaa-5845	495	18	accountability	accountability	NOUN
epaa-5845	495	19	pressures	pressure	NOUN
epaa-5845	495	20	,	,	PUNCT
epaa-5845	495	21	as	as	ADV
epaa-5845	495	22	well	well	ADV
epaa-5845	495	23	as	as	ADP
epaa-5845	495	24	an	an	DET
epaa-5845	495	25	increasing	increase	VERB
epaa-5845	495	26	tendency	tendency	NOUN
epaa-5845	495	27	for	for	ADP
epaa-5845	495	28	defining	define	VERB
epaa-5845	495	29	and	and	CCONJ
epaa-5845	495	30	measuring	measure	VERB
epaa-5845	495	31	‘	'	PUNCT
epaa-5845	495	32	good	good	ADJ
epaa-5845	495	33	teaching	teaching	NOUN
epaa-5845	495	34	’	'	PUNCT
epaa-5845	495	35	through	through	ADP
epaa-5845	495	36	set	set	NOUN
epaa-5845	495	37	ratings	rating	NOUN
epaa-5845	495	38	(	(	PUNCT
epaa-5845	495	39	mckenzie	mckenzie	NOUN
epaa-5845	495	40	&	&	CCONJ
epaa-5845	495	41	staaf	staaf	ADJ
epaa-5845	495	42	,	,	PUNCT
epaa-5845	495	43	1974	1974	NUM
epaa-5845	495	44	)	)	PUNCT
epaa-5845	495	45	.	.	PUNCT
epaa-5845	496	1	if	if	SCONJ
epaa-5845	496	2	so	so	ADV
epaa-5845	496	3	,	,	PUNCT
epaa-5845	496	4	it	it	PRON
epaa-5845	496	5	can	can	AUX
epaa-5845	496	6	be	be	AUX
epaa-5845	496	7	hypothesized	hypothesize	VERB
epaa-5845	496	8	(	(	PUNCT
epaa-5845	496	9	correa	correa	PROPN
epaa-5845	496	10	,	,	PUNCT
epaa-5845	496	11	2001	2001	NUM
epaa-5845	496	12	,	,	PUNCT
epaa-5845	496	13	matos	mato	NOUN
epaa-5845	496	14	-	-	NOUN
epaa-5845	496	15	díaz	díaz	ADJ
epaa-5845	496	16	,	,	PUNCT
epaa-5845	496	17	2012	2012	NUM
epaa-5845	496	18	)	)	PUNCT
epaa-5845	496	19	that	that	SCONJ
epaa-5845	496	20	faculty	faculty	NOUN
epaa-5845	496	21	members	member	NOUN
epaa-5845	496	22	(	(	PUNCT
epaa-5845	496	23	academic	academic	ADJ
epaa-5845	496	24	departments	department	NOUN
epaa-5845	496	25	)	)	PUNCT
epaa-5845	496	26	will	will	AUX
epaa-5845	496	27	compete	compete	VERB
epaa-5845	496	28	not	not	PART
epaa-5845	496	29	only	only	ADV
epaa-5845	496	30	for	for	ADP
epaa-5845	496	31	favorable	favorable	ADJ
epaa-5845	496	32	set	set	NOUN
epaa-5845	496	33	ratings	rating	NOUN
epaa-5845	496	34	but	but	CCONJ
epaa-5845	496	35	also	also	ADV
epaa-5845	496	36	for	for	ADP
epaa-5845	496	37	enrollment	enrollment	NOUN
epaa-5845	496	38	in	in	ADP
epaa-5845	496	39	the	the	DET
epaa-5845	496	40	courses	course	NOUN
epaa-5845	496	41	they	they	PRON
epaa-5845	496	42	teach	teach	VERB
epaa-5845	496	43	.	.	PUNCT
epaa-5845	497	1	the	the	DET
epaa-5845	497	2	reasons	reason	NOUN
epaa-5845	497	3	might	might	AUX
epaa-5845	497	4	vary	vary	VERB
epaa-5845	497	5	.	.	PUNCT
epaa-5845	498	1	they	they	PRON
epaa-5845	498	2	could	could	AUX
epaa-5845	498	3	be	be	AUX
epaa-5845	498	4	interested	interested	ADJ
epaa-5845	498	5	in	in	ADP
epaa-5845	498	6	recruiting	recruit	VERB
epaa-5845	498	7	,	,	PUNCT
epaa-5845	498	8	retaining	retaining	NOUN
epaa-5845	498	9	,	,	PUNCT
epaa-5845	498	10	and	and	CCONJ
epaa-5845	498	11	graduating	graduate	VERB
epaa-5845	498	12	more	more	ADJ
epaa-5845	498	13	students	student	NOUN
epaa-5845	498	14	with	with	ADP
epaa-5845	498	15	certain	certain	ADJ
epaa-5845	498	16	traits	trait	NOUN
epaa-5845	498	17	,	,	PUNCT
epaa-5845	498	18	characteristics	characteristic	NOUN
epaa-5845	498	19	,	,	PUNCT
epaa-5845	498	20	and	and	CCONJ
epaa-5845	498	21	academic	academic	ADJ
epaa-5845	498	22	abilities	ability	NOUN
epaa-5845	498	23	from	from	ADP
epaa-5845	498	24	their	their	PRON
epaa-5845	498	25	programs	program	NOUN
epaa-5845	498	26	,	,	PUNCT
epaa-5845	498	27	or	or	CCONJ
epaa-5845	498	28	they	they	PRON
epaa-5845	498	29	might	might	AUX
epaa-5845	498	30	be	be	AUX
epaa-5845	498	31	motivated	motivate	VERB
epaa-5845	498	32	to	to	PART
epaa-5845	498	33	obtain	obtain	VERB
epaa-5845	498	34	convenient	convenient	ADJ
epaa-5845	498	35	teaching	teaching	NOUN
epaa-5845	498	36	schedules	schedule	NOUN
epaa-5845	498	37	,	,	PUNCT
epaa-5845	498	38	or	or	CCONJ
epaa-5845	498	39	simply	simply	ADV
epaa-5845	498	40	because	because	SCONJ
epaa-5845	498	41	more	more	ADJ
epaa-5845	498	42	enrolled	enrol	VERB
epaa-5845	498	43	students	student	NOUN
epaa-5845	498	44	implies	imply	VERB
epaa-5845	498	45	greater	great	ADJ
epaa-5845	498	46	budget	budget	NOUN
epaa-5845	498	47	assignments	assignment	NOUN
epaa-5845	498	48	.	.	PUNCT
epaa-5845	499	1	additionally	additionally	ADV
epaa-5845	499	2	,	,	PUNCT
epaa-5845	499	3	suppose	suppose	VERB
epaa-5845	499	4	that	that	SCONJ
epaa-5845	499	5	there	there	PRON
epaa-5845	499	6	are	be	VERB
epaa-5845	499	7	only	only	ADV
epaa-5845	499	8	two	two	NUM
epaa-5845	499	9	academic	academic	ADJ
epaa-5845	499	10	departments	department	NOUN
epaa-5845	499	11	that	that	PRON
epaa-5845	499	12	compete	compete	VERB
epaa-5845	499	13	for	for	ADP
epaa-5845	499	14	attracting	attract	VERB
epaa-5845	499	15	students	student	NOUN
epaa-5845	499	16	using	use	VERB
epaa-5845	499	17	the	the	DET
epaa-5845	499	18	strategies	strategy	NOUN
epaa-5845	499	19	of	of	ADP
epaa-5845	499	20	“	"	PUNCT
epaa-5845	499	21	increase	increase	VERB
epaa-5845	499	22	grade	grade	NOUN
epaa-5845	499	23	distribution	distribution	NOUN
epaa-5845	499	24	”	"	PUNCT
epaa-5845	499	25	or	or	CCONJ
epaa-5845	499	26	“	"	PUNCT
epaa-5845	499	27	maintain	maintain	VERB
epaa-5845	499	28	grade	grade	NOUN
epaa-5845	499	29	distribution	distribution	NOUN
epaa-5845	499	30	.	.	PUNCT
epaa-5845	499	31	”	"	PUNCT
epaa-5845	500	1	using	use	VERB
epaa-5845	500	2	a	a	DET
epaa-5845	500	3	simple	simple	ADJ
epaa-5845	500	4	game	game	NOUN
epaa-5845	500	5	-	-	PUNCT
epaa-5845	500	6	theoretic	theoretic	NOUN
epaa-5845	500	7	model	model	NOUN
epaa-5845	500	8	,	,	PUNCT
epaa-5845	500	9	mckenzie	mckenzie	PROPN
epaa-5845	500	10	&	&	CCONJ
epaa-5845	500	11	staaf	staaf	PROPN
epaa-5845	500	12	(	(	PUNCT
epaa-5845	500	13	1974	1974	NUM
epaa-5845	500	14	)	)	PUNCT
epaa-5845	500	15	convincingly	convincingly	ADV
epaa-5845	500	16	show	show	VERB
epaa-5845	500	17	that	that	SCONJ
epaa-5845	500	18	both	both	DET
epaa-5845	500	19	academic	academic	ADJ
epaa-5845	500	20	departments	department	NOUN
epaa-5845	500	21	will	will	AUX
epaa-5845	500	22	be	be	AUX
epaa-5845	500	23	trapped	trap	VERB
epaa-5845	500	24	into	into	ADP
epaa-5845	500	25	the	the	DET
epaa-5845	500	26	prisoner	prisoner	NOUN
epaa-5845	500	27	’s	’s	PART
epaa-5845	500	28	dilemma	dilemma	NOUN
epaa-5845	500	29	,	,	PUNCT
epaa-5845	500	30	i.e.	i.e.	X
epaa-5845	500	31	,	,	PUNCT
epaa-5845	500	32	they	they	PRON
epaa-5845	500	33	end	end	VERB
epaa-5845	500	34	up	up	ADP
epaa-5845	500	35	in	in	ADP
epaa-5845	500	36	the	the	DET
epaa-5845	500	37	worst	bad	ADJ
epaa-5845	500	38	cell	cell	NOUN
epaa-5845	500	39	of	of	ADP
epaa-5845	500	40	the	the	DET
epaa-5845	500	41	payoff	payoff	NOUN
epaa-5845	500	42	matrix	matrix	NOUN
epaa-5845	500	43	since	since	SCONJ
epaa-5845	500	44	the	the	DET
epaa-5845	500	45	dominant	dominant	ADJ
epaa-5845	500	46	strategy	strategy	NOUN
epaa-5845	500	47	will	will	AUX
epaa-5845	500	48	be	be	AUX
epaa-5845	500	49	to	to	PART
epaa-5845	500	50	“	"	PUNCT
epaa-5845	500	51	increase	increase	VERB
epaa-5845	500	52	grade	grade	NOUN
epaa-5845	500	53	distribution	distribution	NOUN
epaa-5845	500	54	.	.	PUNCT
epaa-5845	500	55	”	"	PUNCT
epaa-5845	501	1	therefore	therefore	ADV
epaa-5845	501	2	,	,	PUNCT
epaa-5845	501	3	each	each	DET
epaa-5845	501	4	department	department	NOUN
epaa-5845	501	5	increases	increase	VERB
epaa-5845	501	6	grades	grade	NOUN
epaa-5845	501	7	distribution	distribution	NOUN
epaa-5845	501	8	,	,	PUNCT
epaa-5845	501	9	but	but	CCONJ
epaa-5845	501	10	neither	neither	PRON
epaa-5845	501	11	increases	increase	VERB
epaa-5845	501	12	its	its	PRON
epaa-5845	501	13	enrollment	enrollment	NOUN
epaa-5845	501	14	.	.	PUNCT
epaa-5845	502	1	to	to	ADP
epaa-5845	502	2	the	the	DET
epaa-5845	502	3	extent	extent	NOUN
epaa-5845	502	4	that	that	SCONJ
epaa-5845	502	5	the	the	DET
epaa-5845	502	6	increase	increase	NOUN
epaa-5845	502	7	in	in	ADP
epaa-5845	502	8	grades	grade	NOUN
epaa-5845	502	9	will	will	AUX
epaa-5845	502	10	not	not	PART
epaa-5845	502	11	be	be	AUX
epaa-5845	502	12	accompanied	accompany	VERB
epaa-5845	502	13	by	by	ADP
epaa-5845	502	14	a	a	DET
epaa-5845	502	15	concomitant	concomitant	ADJ
epaa-5845	502	16	increase	increase	NOUN
epaa-5845	502	17	in	in	ADP
epaa-5845	502	18	students	student	NOUN
epaa-5845	502	19	’	'	PUNCT
epaa-5845	502	20	academic	academic	ADJ
epaa-5845	502	21	ability	ability	NOUN
epaa-5845	502	22	,	,	PUNCT
epaa-5845	502	23	the	the	DET
epaa-5845	502	24	process	process	NOUN
epaa-5845	502	25	will	will	AUX
epaa-5845	502	26	give	give	VERB
epaa-5845	502	27	rise	rise	NOUN
epaa-5845	502	28	to	to	ADP
epaa-5845	502	29	the	the	DET
epaa-5845	502	30	phenomenon	phenomenon	NOUN
epaa-5845	502	31	of	of	ADP
epaa-5845	502	32	grade	grade	NOUN
epaa-5845	502	33	inflation	inflation	NOUN
epaa-5845	502	34	.	.	PUNCT
epaa-5845	503	1	in	in	ADP
epaa-5845	503	2	such	such	DET
epaa-5845	503	3	an	an	DET
epaa-5845	503	4	academic	academic	ADJ
epaa-5845	503	5	environment	environment	NOUN
epaa-5845	503	6	,	,	PUNCT
epaa-5845	503	7	a	a	DET
epaa-5845	503	8	strict	strict	ADJ
epaa-5845	503	9	grader	grader	NOUN
epaa-5845	503	10	professor	professor	NOUN
epaa-5845	503	11	(	(	PUNCT
epaa-5845	503	12	who	who	PRON
epaa-5845	503	13	does	do	AUX
epaa-5845	503	14	not	not	PART
epaa-5845	503	15	inflate	inflate	VERB
epaa-5845	503	16	grades	grade	NOUN
epaa-5845	503	17	)	)	PUNCT
epaa-5845	503	18	can	can	AUX
epaa-5845	503	19	free	free	ADJ
epaa-5845	503	20	-	-	PUNCT
epaa-5845	503	21	ride	ride	VERB
epaa-5845	503	22	and	and	CCONJ
epaa-5845	503	23	take	take	VERB
epaa-5845	503	24	advantage	advantage	NOUN
epaa-5845	503	25	of	of	ADP
epaa-5845	503	26	his	his	PRON
epaa-5845	503	27	colleagues	colleague	NOUN
epaa-5845	503	28	’	'	PUNCT
epaa-5845	503	29	grade	grade	NOUN
epaa-5845	503	30	inflation	inflation	NOUN
epaa-5845	503	31	,	,	PUNCT
epaa-5845	503	32	benefitting	benefit	VERB
epaa-5845	503	33	from	from	ADP
epaa-5845	503	34	the	the	DET
epaa-5845	503	35	department	department	NOUN
epaa-5845	503	36	’s	’s	PART
epaa-5845	503	37	increased	increase	VERB
epaa-5845	503	38	budget	budget	NOUN
epaa-5845	503	39	(	(	PUNCT
epaa-5845	503	40	mckenzie	mckenzie	PROPN
epaa-5845	503	41	&	&	CCONJ
epaa-5845	503	42	staaf	staaf	ADJ
epaa-5845	503	43	,	,	PUNCT
epaa-5845	503	44	1974	1974	NUM
epaa-5845	503	45	,	,	PUNCT
epaa-5845	503	46	p.	p.	NOUN
epaa-5845	503	47	61	61	NUM
epaa-5845	503	48	)	)	PUNCT
epaa-5845	503	49	.	.	PUNCT
epaa-5845	504	1	however	however	ADV
epaa-5845	504	2	,	,	PUNCT
epaa-5845	504	3	in	in	ADP
epaa-5845	504	4	this	this	DET
epaa-5845	504	5	particular	particular	ADJ
epaa-5845	504	6	situation	situation	NOUN
epaa-5845	504	7	the	the	DET
epaa-5845	504	8	professor	professor	NOUN
epaa-5845	504	9	’s	’s	PART
epaa-5845	504	10	free	free	ADJ
epaa-5845	504	11	-	-	PUNCT
epaa-5845	504	12	riding	ride	VERB
epaa-5845	504	13	behavior	behavior	NOUN
epaa-5845	504	14	benefits	benefit	VERB
epaa-5845	504	15	the	the	DET
epaa-5845	504	16	university	university	NOUN
epaa-5845	504	17	academic	academic	ADJ
epaa-5845	504	18	standards	standard	NOUN
epaa-5845	504	19	and	and	CCONJ
epaa-5845	504	20	the	the	DET
epaa-5845	504	21	society	society	NOUN
epaa-5845	504	22	.	.	PUNCT
epaa-5845	505	1	therefore	therefore	ADV
epaa-5845	505	2	,	,	PUNCT
epaa-5845	505	3	faculty	faculty	NOUN
epaa-5845	505	4	members	member	NOUN
epaa-5845	505	5	and	and	CCONJ
epaa-5845	505	6	university	university	NOUN
epaa-5845	505	7	administrators	administrator	NOUN
epaa-5845	505	8	do	do	AUX
epaa-5845	505	9	not	not	PART
epaa-5845	505	10	live	live	VERB
epaa-5845	505	11	in	in	ADP
epaa-5845	505	12	an	an	DET
epaa-5845	505	13	ivory	ivory	NOUN
epaa-5845	505	14	tower	tower	NOUN
epaa-5845	505	15	free	free	ADJ
epaa-5845	505	16	of	of	ADP
epaa-5845	505	17	market	market	NOUN
epaa-5845	505	18	pressures	pressure	NOUN
epaa-5845	505	19	.	.	PUNCT
epaa-5845	506	1	they	they	PRON
epaa-5845	506	2	respond	respond	VERB
epaa-5845	506	3	to	to	ADP
epaa-5845	506	4	economic	economic	ADJ
epaa-5845	506	5	incentives	incentive	NOUN
epaa-5845	506	6	that	that	PRON
epaa-5845	506	7	can	can	AUX
epaa-5845	506	8	induce	induce	VERB
epaa-5845	506	9	them	they	PRON
epaa-5845	506	10	to	to	PART
epaa-5845	506	11	modify	modify	VERB
epaa-5845	506	12	the	the	DET
epaa-5845	506	13	established	establish	VERB
epaa-5845	506	14	norms	norm	NOUN
epaa-5845	506	15	and	and	CCONJ
epaa-5845	506	16	academic	academic	ADJ
epaa-5845	506	17	standards	standard	NOUN
epaa-5845	506	18	.	.	PUNCT
epaa-5845	507	1	thus	thus	ADV
epaa-5845	507	2	,	,	PUNCT
epaa-5845	507	3	the	the	DET
epaa-5845	507	4	nature	nature	NOUN
epaa-5845	507	5	of	of	ADP
epaa-5845	507	6	the	the	DET
epaa-5845	507	7	institutional	institutional	ADJ
epaa-5845	507	8	norms	norm	NOUN
epaa-5845	507	9	taxonomy	taxonomy	NOUN
epaa-5845	507	10	of	of	ADP
epaa-5845	507	11	grading	grade	VERB
epaa-5845	507	12	practices	practice	NOUN
epaa-5845	507	13	in	in	ADP
epaa-5845	507	14	the	the	DET
epaa-5845	507	15	university	university	NOUN
epaa-5845	507	16	of	of	ADP
epaa-5845	507	17	puerto	puerto	PROPN
epaa-5845	507	18	rico	rico	PROPN
epaa-5845	507	19	at	at	ADP
epaa-5845	507	20	bayamón	bayamón	NOUN
epaa-5845	507	21	,	,	PUNCT
epaa-5845	507	22	1995	1995	NUM
epaa-5845	507	23	-	-	SYM
epaa-5845	507	24	96	96	NUM
epaa-5845	507	25	to	to	ADP
epaa-5845	507	26	2015	2015	NUM
epaa-5845	507	27	-16	-16	SYM
epaa-5845	507	28	25	25	NUM
epaa-5845	507	29	and	and	CCONJ
epaa-5845	507	30	academic	academic	ADJ
epaa-5845	507	31	standards	standard	NOUN
epaa-5845	507	32	as	as	ADP
epaa-5845	507	33	“	"	PUNCT
epaa-5845	507	34	good	good	ADJ
epaa-5845	507	35	”	"	PUNCT
epaa-5845	507	36	or	or	CCONJ
epaa-5845	507	37	“	"	PUNCT
epaa-5845	507	38	bad	bad	ADJ
epaa-5845	507	39	”	"	PUNCT
epaa-5845	507	40	should	should	AUX
epaa-5845	507	41	be	be	AUX
epaa-5845	507	42	clearly	clearly	ADV
epaa-5845	507	43	specified	specify	VERB
epaa-5845	507	44	and	and	CCONJ
epaa-5845	507	45	subject	subject	ADJ
epaa-5845	507	46	to	to	ADP
epaa-5845	507	47	continuous	continuous	ADJ
epaa-5845	507	48	revisions	revision	NOUN
epaa-5845	507	49	.	.	PUNCT
epaa-5845	508	1	it	it	PRON
epaa-5845	508	2	has	have	AUX
epaa-5845	508	3	been	be	AUX
epaa-5845	508	4	established	establish	VERB
epaa-5845	508	5	that	that	SCONJ
epaa-5845	508	6	free	free	ADJ
epaa-5845	508	7	-	-	PUNCT
epaa-5845	508	8	riding	ride	VERB
epaa-5845	508	9	behavior	behavior	NOUN
epaa-5845	508	10	by	by	ADP
epaa-5845	508	11	students	student	NOUN
epaa-5845	508	12	and	and	CCONJ
epaa-5845	508	13	faculty	faculty	NOUN
epaa-5845	508	14	members	member	NOUN
epaa-5845	508	15	will	will	AUX
epaa-5845	508	16	depend	depend	VERB
epaa-5845	508	17	on	on	ADP
epaa-5845	508	18	consent	consent	NOUN
epaa-5845	508	19	or	or	CCONJ
epaa-5845	508	20	complicity	complicity	NOUN
epaa-5845	508	21	with	with	ADP
epaa-5845	508	22	each	each	DET
epaa-5845	508	23	other	other	ADJ
epaa-5845	508	24	(	(	PUNCT
epaa-5845	508	25	marks	mark	NOUN
epaa-5845	508	26	,	,	PUNCT
epaa-5845	508	27	2002	2002	NUM
epaa-5845	508	28	)	)	PUNCT
epaa-5845	508	29	.	.	PUNCT
epaa-5845	509	1	for	for	ADP
epaa-5845	509	2	instance	instance	NOUN
epaa-5845	509	3	,	,	PUNCT
epaa-5845	509	4	students	student	NOUN
epaa-5845	509	5	reward	reward	VERB
epaa-5845	509	6	highgrading	highgrade	VERB
epaa-5845	509	7	faculty	faculty	NOUN
epaa-5845	509	8	members	member	NOUN
epaa-5845	509	9	through	through	ADP
epaa-5845	509	10	high	high	ADJ
epaa-5845	509	11	set	set	VERB
epaa-5845	509	12	ratings	rating	NOUN
epaa-5845	509	13	;	;	PUNCT
epaa-5845	509	14	faculty	faculty	NOUN
epaa-5845	509	15	members	member	NOUN
epaa-5845	509	16	reward	reward	VERB
epaa-5845	509	17	non	non	ADJ
epaa-5845	509	18	-	-	ADJ
epaa-5845	509	19	hardworking	hardworking	ADJ
epaa-5845	509	20	students	student	NOUN
epaa-5845	509	21	by	by	ADP
epaa-5845	509	22	awarding	award	VERB
epaa-5845	509	23	them	they	PRON
epaa-5845	509	24	with	with	ADP
epaa-5845	509	25	undeserved	undeserved	ADJ
epaa-5845	509	26	high	high	ADJ
epaa-5845	509	27	grades	grade	NOUN
epaa-5845	509	28	.	.	PUNCT
epaa-5845	510	1	it	it	PRON
epaa-5845	510	2	should	should	AUX
epaa-5845	510	3	be	be	AUX
epaa-5845	510	4	pointed	point	VERB
epaa-5845	510	5	out	out	ADP
epaa-5845	510	6	that	that	SCONJ
epaa-5845	510	7	free	free	ADJ
epaa-5845	510	8	-	-	PUNCT
epaa-5845	510	9	riding	ride	VERB
epaa-5845	510	10	behavior	behavior	NOUN
epaa-5845	510	11	is	be	AUX
epaa-5845	510	12	most	most	ADV
epaa-5845	510	13	easily	easily	ADV
epaa-5845	510	14	identified	identify	VERB
epaa-5845	510	15	and	and	CCONJ
epaa-5845	510	16	prevented	prevent	VERB
epaa-5845	510	17	when	when	SCONJ
epaa-5845	510	18	groups	group	NOUN
epaa-5845	510	19	are	be	AUX
epaa-5845	510	20	smaller	small	ADJ
epaa-5845	510	21	.	.	PUNCT
epaa-5845	511	1	however	however	ADV
epaa-5845	511	2	,	,	PUNCT
epaa-5845	511	3	the	the	PRON
epaa-5845	511	4	smaller	small	ADJ
epaa-5845	511	5	the	the	DET
epaa-5845	511	6	course	course	NOUN
epaa-5845	511	7	,	,	PUNCT
epaa-5845	511	8	the	the	PRON
epaa-5845	511	9	greater	great	ADJ
epaa-5845	511	10	its	its	PRON
epaa-5845	511	11	cost	cost	NOUN
epaa-5845	511	12	,	,	PUNCT
epaa-5845	511	13	making	make	VERB
epaa-5845	511	14	the	the	DET
epaa-5845	511	15	solution	solution	NOUN
epaa-5845	511	16	of	of	ADP
epaa-5845	511	17	the	the	DET
epaa-5845	511	18	problem	problem	NOUN
epaa-5845	511	19	very	very	ADV
epaa-5845	511	20	costly	costly	ADJ
epaa-5845	511	21	to	to	ADP
epaa-5845	511	22	the	the	DET
epaa-5845	511	23	university	university	NOUN
epaa-5845	511	24	.	.	PUNCT
epaa-5845	512	1	therefore	therefore	ADV
epaa-5845	512	2	,	,	PUNCT
epaa-5845	512	3	free	free	ADJ
epaa-5845	512	4	-	-	PUNCT
epaa-5845	512	5	riding	ride	VERB
epaa-5845	512	6	behavior	behavior	NOUN
epaa-5845	512	7	is	be	AUX
epaa-5845	512	8	at	at	ADP
epaa-5845	512	9	odds	odd	NOUN
epaa-5845	512	10	with	with	ADP
epaa-5845	512	11	university	university	NOUN
epaa-5845	512	12	norms	norm	NOUN
epaa-5845	512	13	and	and	CCONJ
epaa-5845	512	14	academic	academic	ADJ
epaa-5845	512	15	standards	standard	NOUN
epaa-5845	512	16	.	.	PUNCT
epaa-5845	513	1	it	it	PRON
epaa-5845	513	2	should	should	AUX
epaa-5845	513	3	be	be	AUX
epaa-5845	513	4	emphasized	emphasize	VERB
epaa-5845	513	5	that	that	SCONJ
epaa-5845	513	6	the	the	DET
epaa-5845	513	7	establishment	establishment	NOUN
epaa-5845	513	8	of	of	ADP
epaa-5845	513	9	norms	norm	NOUN
epaa-5845	513	10	and	and	CCONJ
epaa-5845	513	11	academic	academic	ADJ
epaa-5845	513	12	standards	standard	NOUN
epaa-5845	513	13	at	at	ADP
epaa-5845	513	14	universities	university	NOUN
epaa-5845	513	15	is	be	AUX
epaa-5845	513	16	a	a	DET
epaa-5845	513	17	hard	hard	ADJ
epaa-5845	513	18	and	and	CCONJ
epaa-5845	513	19	time	time	NOUN
epaa-5845	513	20	-	-	PUNCT
epaa-5845	513	21	intensive	intensive	ADJ
epaa-5845	513	22	production	production	NOUN
epaa-5845	513	23	process	process	NOUN
epaa-5845	513	24	;	;	PUNCT
epaa-5845	513	25	however	however	ADV
epaa-5845	513	26	,	,	PUNCT
epaa-5845	513	27	it	it	PRON
epaa-5845	513	28	is	be	AUX
epaa-5845	513	29	very	very	ADV
epaa-5845	513	30	fragile	fragile	ADJ
epaa-5845	513	31	and	and	CCONJ
epaa-5845	513	32	easy	easy	ADJ
epaa-5845	513	33	to	to	PART
epaa-5845	513	34	destroy	destroy	VERB
epaa-5845	513	35	.	.	PUNCT
epaa-5845	514	1	their	their	PRON
epaa-5845	514	2	preservation	preservation	NOUN
epaa-5845	514	3	through	through	ADP
epaa-5845	514	4	time	time	NOUN
epaa-5845	514	5	is	be	AUX
epaa-5845	514	6	in	in	ADP
epaa-5845	514	7	the	the	DET
epaa-5845	514	8	best	good	ADJ
epaa-5845	514	9	interests	interest	NOUN
epaa-5845	514	10	of	of	ADP
epaa-5845	514	11	the	the	DET
epaa-5845	514	12	institution	institution	NOUN
epaa-5845	514	13	.	.	PUNCT
epaa-5845	515	1	summary	summary	NOUN
epaa-5845	515	2	and	and	CCONJ
epaa-5845	515	3	conclusions	conclusion	NOUN
epaa-5845	515	4	the	the	DET
epaa-5845	515	5	paper	paper	NOUN
epaa-5845	515	6	proposes	propose	VERB
epaa-5845	515	7	and	and	CCONJ
epaa-5845	515	8	develops	develop	VERB
epaa-5845	515	9	a	a	DET
epaa-5845	515	10	taxonomy	taxonomy	NOUN
epaa-5845	515	11	to	to	PART
epaa-5845	515	12	analyze	analyze	VERB
epaa-5845	515	13	the	the	DET
epaa-5845	515	14	grading	grade	VERB
epaa-5845	515	15	practices	practice	NOUN
epaa-5845	515	16	of	of	ADP
epaa-5845	515	17	the	the	DET
epaa-5845	515	18	faculty	faculty	NOUN
epaa-5845	515	19	members	member	NOUN
epaa-5845	515	20	and	and	CCONJ
epaa-5845	515	21	the	the	DET
epaa-5845	515	22	afs	afs	NOUN
epaa-5845	515	23	defined	define	VERB
epaa-5845	515	24	at	at	ADP
epaa-5845	515	25	upr	upr	NOUN
epaa-5845	515	26	-	-	PUNCT
epaa-5845	515	27	bayamón	bayamón	NOUN
epaa-5845	515	28	during	during	ADP
epaa-5845	515	29	41	41	NUM
epaa-5845	515	30	consecutive	consecutive	ADJ
epaa-5845	515	31	terms	term	NOUN
epaa-5845	515	32	,	,	PUNCT
epaa-5845	515	33	from	from	ADP
epaa-5845	515	34	fall	fall	NOUN
epaa-5845	515	35	1995	1995	NUM
epaa-5845	515	36	-	-	SYM
epaa-5845	515	37	96	96	NUM
epaa-5845	515	38	to	to	PART
epaa-5845	515	39	fall	fall	VERB
epaa-5845	515	40	2015	2015	NUM
epaa-5845	515	41	-	-	SYM
epaa-5845	515	42	16	16	NUM
epaa-5845	515	43	.	.	PUNCT
epaa-5845	516	1	to	to	ADP
epaa-5845	516	2	this	this	DET
epaa-5845	516	3	end	end	NOUN
epaa-5845	516	4	,	,	PUNCT
epaa-5845	516	5	the	the	DET
epaa-5845	516	6	estimation	estimation	NOUN
epaa-5845	516	7	of	of	ADP
epaa-5845	516	8	two	two	NUM
epaa-5845	516	9	models	model	NOUN
epaa-5845	516	10	using	use	VERB
epaa-5845	516	11	the	the	DET
epaa-5845	516	12	same	same	ADJ
epaa-5845	516	13	set	set	NOUN
epaa-5845	516	14	of	of	ADP
epaa-5845	516	15	regressors	regressor	NOUN
epaa-5845	516	16	and	and	CCONJ
epaa-5845	516	17	specifications	specification	NOUN
epaa-5845	516	18	allows	allow	VERB
epaa-5845	516	19	the	the	DET
epaa-5845	516	20	accurate	accurate	ADJ
epaa-5845	516	21	prediction	prediction	NOUN
epaa-5845	516	22	of	of	ADP
epaa-5845	516	23	the	the	DET
epaa-5845	516	24	gpa	gpa	PROPN
epaa-5845	516	25	and	and	CCONJ
epaa-5845	516	26	pws	pws	NOUN
epaa-5845	516	27	observed	observe	VERB
epaa-5845	516	28	in	in	ADP
epaa-5845	516	29	each	each	PRON
epaa-5845	516	30	of	of	ADP
epaa-5845	516	31	the	the	DET
epaa-5845	516	32	39,337	39,337	NUM
epaa-5845	516	33	total	total	ADJ
epaa-5845	516	34	courses	course	NOUN
epaa-5845	516	35	offered	offer	VERB
epaa-5845	516	36	in	in	ADP
epaa-5845	516	37	the	the	DET
epaa-5845	516	38	institution	institution	NOUN
epaa-5845	516	39	during	during	ADP
epaa-5845	516	40	41	41	NUM
epaa-5845	516	41	consecutive	consecutive	ADJ
epaa-5845	516	42	terms	term	NOUN
epaa-5845	516	43	.	.	PUNCT
epaa-5845	517	1	the	the	DET
epaa-5845	517	2	adoption	adoption	NOUN
epaa-5845	517	3	of	of	ADP
epaa-5845	517	4	different	different	ADJ
epaa-5845	517	5	econometric	econometric	ADJ
epaa-5845	517	6	techniques	technique	NOUN
epaa-5845	517	7	that	that	PRON
epaa-5845	517	8	capture	capture	VERB
epaa-5845	517	9	their	their	PRON
epaa-5845	517	10	effects	effect	NOUN
epaa-5845	517	11	on	on	ADP
epaa-5845	517	12	the	the	DET
epaa-5845	517	13	intercept	intercept	NOUN
epaa-5845	517	14	of	of	ADP
epaa-5845	517	15	these	these	DET
epaa-5845	517	16	equations	equation	NOUN
epaa-5845	517	17	permits	permit	VERB
epaa-5845	517	18	the	the	DET
epaa-5845	517	19	classification	classification	NOUN
epaa-5845	517	20	of	of	ADP
epaa-5845	517	21	faculty	faculty	NOUN
epaa-5845	517	22	members	member	NOUN
epaa-5845	517	23	and	and	CCONJ
epaa-5845	517	24	their	their	PRON
epaa-5845	517	25	afs	afs	NOUN
epaa-5845	517	26	into	into	ADP
epaa-5845	517	27	four	four	NUM
epaa-5845	517	28	mutually	mutually	ADV
epaa-5845	517	29	exclusive	exclusive	ADJ
epaa-5845	517	30	and	and	CCONJ
epaa-5845	517	31	collectively	collectively	ADV
epaa-5845	517	32	exhaustive	exhaustive	ADJ
epaa-5845	517	33	categories	category	NOUN
epaa-5845	517	34	scaled	scale	VERB
epaa-5845	517	35	from	from	ADP
epaa-5845	517	36	lowto	lowto	PROPN
epaa-5845	517	37	high	high	ADV
epaa-5845	517	38	-	-	PUNCT
epaa-5845	517	39	grading	grade	VERB
epaa-5845	517	40	.	.	PUNCT
epaa-5845	518	1	evidence	evidence	NOUN
epaa-5845	518	2	points	point	VERB
epaa-5845	518	3	to	to	ADP
epaa-5845	518	4	the	the	DET
epaa-5845	518	5	existence	existence	NOUN
epaa-5845	518	6	of	of	ADP
epaa-5845	518	7	a	a	DET
epaa-5845	518	8	self	self	NOUN
epaa-5845	518	9	-	-	PUNCT
epaa-5845	518	10	sorting	sort	VERB
epaa-5845	518	11	process	process	NOUN
epaa-5845	518	12	that	that	PRON
epaa-5845	518	13	matches	match	VERB
epaa-5845	518	14	academically	academically	ADV
epaa-5845	518	15	ablest	able	ADJ
epaa-5845	518	16	students	student	NOUN
epaa-5845	518	17	to	to	ADP
epaa-5845	518	18	low	low	ADV
epaa-5845	518	19	-	-	PUNCT
epaa-5845	518	20	grading	grade	VERB
epaa-5845	518	21	and	and	CCONJ
epaa-5845	518	22	more	more	ADV
epaa-5845	518	23	difficult	difficult	ADJ
epaa-5845	518	24	content	content	NOUN
epaa-5845	518	25	afs	afs	NOUN
epaa-5845	518	26	and	and	CCONJ
epaa-5845	518	27	less	less	ADV
epaa-5845	518	28	academically	academically	ADV
epaa-5845	518	29	able	able	ADJ
epaa-5845	518	30	students	student	NOUN
epaa-5845	518	31	to	to	ADP
epaa-5845	518	32	highgrading	highgrade	VERB
epaa-5845	518	33	and	and	CCONJ
epaa-5845	518	34	less	less	ADV
epaa-5845	518	35	difficult	difficult	ADJ
epaa-5845	518	36	content	content	NOUN
epaa-5845	518	37	courses	course	NOUN
epaa-5845	518	38	.	.	PUNCT
epaa-5845	519	1	the	the	DET
epaa-5845	519	2	incentive	incentive	NOUN
epaa-5845	519	3	mechanism	mechanism	NOUN
epaa-5845	519	4	guiding	guide	VERB
epaa-5845	519	5	such	such	DET
epaa-5845	519	6	a	a	DET
epaa-5845	519	7	process	process	NOUN
epaa-5845	519	8	depends	depend	VERB
epaa-5845	519	9	on	on	ADP
epaa-5845	519	10	the	the	DET
epaa-5845	519	11	distributions	distribution	NOUN
epaa-5845	519	12	of	of	ADP
epaa-5845	519	13	gpa	gpa	PROPN
epaa-5845	519	14	and	and	CCONJ
epaa-5845	519	15	pws	pws	NOUN
epaa-5845	519	16	prevailing	prevail	VERB
epaa-5845	519	17	in	in	ADP
epaa-5845	519	18	each	each	DET
epaa-5845	519	19	af	af	NOUN
epaa-5845	519	20	.	.	PUNCT
epaa-5845	519	21	evidence	evidence	NOUN
epaa-5845	519	22	points	point	VERB
epaa-5845	519	23	to	to	ADP
epaa-5845	519	24	the	the	DET
epaa-5845	519	25	conclusion	conclusion	NOUN
epaa-5845	519	26	that	that	SCONJ
epaa-5845	519	27	the	the	DET
epaa-5845	519	28	students	student	NOUN
epaa-5845	519	29	enrolled	enrol	VERB
epaa-5845	519	30	in	in	ADP
epaa-5845	519	31	those	those	DET
epaa-5845	519	32	afs	afs	NOUN
epaa-5845	519	33	portrayed	portray	VERB
epaa-5845	519	34	as	as	ADP
epaa-5845	519	35	less	less	ADV
epaa-5845	519	36	competitive	competitive	ADJ
epaa-5845	519	37	,	,	PUNCT
epaa-5845	519	38	recruited	recruit	VERB
epaa-5845	519	39	through	through	ADP
epaa-5845	519	40	the	the	DET
epaa-5845	519	41	attractive	attractive	ADJ
epaa-5845	519	42	incentive	incentive	NOUN
epaa-5845	519	43	of	of	ADP
epaa-5845	519	44	higher	high	ADJ
epaa-5845	519	45	grades	grade	NOUN
epaa-5845	519	46	at	at	ADP
epaa-5845	519	47	a	a	DET
epaa-5845	519	48	very	very	ADV
epaa-5845	519	49	low	low	ADJ
epaa-5845	519	50	price	price	NOUN
epaa-5845	519	51	,	,	PUNCT
epaa-5845	519	52	effectively	effectively	ADV
epaa-5845	519	53	obtain	obtain	VERB
epaa-5845	519	54	significantly	significantly	ADV
epaa-5845	519	55	greater	great	ADJ
epaa-5845	519	56	gpa	gpa	NOUN
epaa-5845	519	57	and	and	CCONJ
epaa-5845	519	58	lower	low	ADJ
epaa-5845	519	59	pws.18	pws.18	VERB
epaa-5845	519	60	on	on	ADP
epaa-5845	519	61	the	the	DET
epaa-5845	519	62	contrary	contrary	NOUN
epaa-5845	519	63	,	,	PUNCT
epaa-5845	519	64	those	those	DET
epaa-5845	519	65	afs	afs	NOUN
epaa-5845	519	66	portrayed	portray	VERB
epaa-5845	519	67	as	as	ADP
epaa-5845	519	68	more	more	ADV
epaa-5845	519	69	competitive	competitive	ADJ
epaa-5845	519	70	and	and	CCONJ
epaa-5845	519	71	which	which	PRON
epaa-5845	519	72	recruited	recruit	VERB
epaa-5845	519	73	the	the	DET
epaa-5845	519	74	ablest	able	ADJ
epaa-5845	519	75	students	student	NOUN
epaa-5845	519	76	,	,	PUNCT
epaa-5845	519	77	ended	end	VERB
epaa-5845	519	78	up	up	ADP
epaa-5845	519	79	exhibiting	exhibit	VERB
epaa-5845	519	80	the	the	DET
epaa-5845	519	81	lowest	low	ADJ
epaa-5845	519	82	gpa	gpa	NOUN
epaa-5845	519	83	and	and	CCONJ
epaa-5845	519	84	the	the	DET
epaa-5845	519	85	highest	high	ADJ
epaa-5845	519	86	pws	pws	NOUN
epaa-5845	519	87	.	.	PUNCT
epaa-5845	520	1	these	these	DET
epaa-5845	520	2	contradictory	contradictory	ADJ
epaa-5845	520	3	results	result	NOUN
epaa-5845	520	4	might	might	AUX
epaa-5845	520	5	be	be	AUX
epaa-5845	520	6	plausibly	plausibly	ADV
epaa-5845	520	7	explained	explain	VERB
epaa-5845	520	8	to	to	ADP
epaa-5845	520	9	the	the	DET
epaa-5845	520	10	extent	extent	NOUN
epaa-5845	520	11	that	that	SCONJ
epaa-5845	520	12	academic	academic	ADJ
epaa-5845	520	13	standards	standard	NOUN
epaa-5845	520	14	have	have	AUX
epaa-5845	520	15	decreased	decrease	VERB
epaa-5845	520	16	in	in	ADP
epaa-5845	520	17	the	the	DET
epaa-5845	520	18	first	first	ADJ
epaa-5845	520	19	group	group	NOUN
epaa-5845	520	20	of	of	ADP
epaa-5845	520	21	afs	afs	NOUN
epaa-5845	520	22	and	and	CCONJ
epaa-5845	520	23	have	have	AUX
epaa-5845	520	24	remained	remain	VERB
epaa-5845	520	25	approximately	approximately	ADV
epaa-5845	520	26	constant	constant	ADJ
epaa-5845	520	27	or	or	CCONJ
epaa-5845	520	28	have	have	AUX
epaa-5845	520	29	even	even	ADV
epaa-5845	520	30	increased	increase	VERB
epaa-5845	520	31	in	in	ADP
epaa-5845	520	32	the	the	DET
epaa-5845	520	33	second	second	NOUN
epaa-5845	520	34	.	.	PUNCT
epaa-5845	521	1	if	if	SCONJ
epaa-5845	521	2	so	so	ADV
epaa-5845	521	3	,	,	PUNCT
epaa-5845	521	4	the	the	DET
epaa-5845	521	5	human	human	ADJ
epaa-5845	521	6	capital	capital	NOUN
epaa-5845	521	7	stock	stock	NOUN
epaa-5845	521	8	of	of	ADP
epaa-5845	521	9	the	the	DET
epaa-5845	521	10	students	student	NOUN
epaa-5845	521	11	from	from	ADP
epaa-5845	521	12	the	the	DET
epaa-5845	521	13	first	first	ADJ
epaa-5845	521	14	group	group	NOUN
epaa-5845	521	15	will	will	AUX
epaa-5845	521	16	suffer	suffer	VERB
epaa-5845	521	17	from	from	ADP
epaa-5845	521	18	fast	fast	ADJ
epaa-5845	521	19	obsolescence	obsolescence	NOUN
epaa-5845	521	20	rates	rate	NOUN
epaa-5845	521	21	across	across	ADP
epaa-5845	521	22	time	time	NOUN
epaa-5845	521	23	,	,	PUNCT
epaa-5845	521	24	while	while	SCONJ
epaa-5845	521	25	the	the	DET
epaa-5845	521	26	respective	respective	ADJ
epaa-5845	521	27	stock	stock	NOUN
epaa-5845	521	28	of	of	ADP
epaa-5845	521	29	the	the	DET
epaa-5845	521	30	students	student	NOUN
epaa-5845	521	31	from	from	ADP
epaa-5845	521	32	the	the	DET
epaa-5845	521	33	second	second	ADJ
epaa-5845	521	34	group	group	NOUN
epaa-5845	521	35	will	will	AUX
epaa-5845	521	36	be	be	AUX
epaa-5845	521	37	enhanced	enhance	VERB
epaa-5845	521	38	through	through	ADP
epaa-5845	521	39	the	the	DET
epaa-5845	521	40	addition	addition	NOUN
epaa-5845	521	41	of	of	ADP
epaa-5845	521	42	relevant	relevant	ADJ
epaa-5845	521	43	,	,	PUNCT
epaa-5845	521	44	pertinent	pertinent	ADJ
epaa-5845	521	45	,	,	PUNCT
epaa-5845	521	46	and	and	CCONJ
epaa-5845	521	47	updated	update	VERB
epaa-5845	521	48	skills	skill	NOUN
epaa-5845	521	49	and	and	CCONJ
epaa-5845	521	50	knowledge	knowledge	NOUN
epaa-5845	521	51	.	.	PUNCT
epaa-5845	522	1	to	to	ADP
epaa-5845	522	2	the	the	DET
epaa-5845	522	3	extent	extent	NOUN
epaa-5845	522	4	that	that	SCONJ
epaa-5845	522	5	the	the	DET
epaa-5845	522	6	labor	labor	NOUN
epaa-5845	522	7	market	market	NOUN
epaa-5845	522	8	and	and	CCONJ
epaa-5845	522	9	the	the	DET
epaa-5845	522	10	graduate	graduate	NOUN
epaa-5845	522	11	schools	school	NOUN
epaa-5845	522	12	can	can	AUX
epaa-5845	522	13	distinguish	distinguish	VERB
epaa-5845	522	14	among	among	ADP
epaa-5845	522	15	the	the	DET
epaa-5845	522	16	students	student	NOUN
epaa-5845	522	17	of	of	ADP
epaa-5845	522	18	each	each	DET
epaa-5845	522	19	group	group	NOUN
epaa-5845	522	20	of	of	ADP
epaa-5845	522	21	afs	afs	NOUN
epaa-5845	522	22	,	,	PUNCT
epaa-5845	522	23	the	the	DET
epaa-5845	522	24	possibility	possibility	NOUN
epaa-5845	522	25	for	for	SCONJ
epaa-5845	522	26	the	the	DET
epaa-5845	522	27	university	university	NOUN
epaa-5845	522	28	to	to	PART
epaa-5845	522	29	play	play	VERB
epaa-5845	522	30	its	its	PRON
epaa-5845	522	31	role	role	NOUN
epaa-5845	522	32	as	as	ADP
epaa-5845	522	33	a	a	DET
epaa-5845	522	34	promoter	promoter	NOUN
epaa-5845	522	35	of	of	ADP
epaa-5845	522	36	social	social	ADJ
epaa-5845	522	37	mobility	mobility	NOUN
epaa-5845	522	38	and	and	CCONJ
epaa-5845	522	39	greater	great	ADJ
epaa-5845	522	40	equity	equity	NOUN
epaa-5845	522	41	in	in	ADP
epaa-5845	522	42	the	the	DET
epaa-5845	522	43	social	social	ADJ
epaa-5845	522	44	income	income	NOUN
epaa-5845	522	45	distribution	distribution	NOUN
epaa-5845	522	46	significantly	significantly	ADV
epaa-5845	522	47	diminishes	diminish	VERB
epaa-5845	522	48	,	,	PUNCT
epaa-5845	522	49	at	at	ADP
epaa-5845	522	50	least	least	ADJ
epaa-5845	522	51	for	for	ADP
epaa-5845	522	52	the	the	DET
epaa-5845	522	53	students	student	NOUN
epaa-5845	522	54	of	of	ADP
epaa-5845	522	55	the	the	DET
epaa-5845	522	56	first	first	ADJ
epaa-5845	522	57	group	group	NOUN
epaa-5845	522	58	.	.	PUNCT
epaa-5845	523	1	18	18	NUM
epaa-5845	523	2	therefore	therefore	ADV
epaa-5845	523	3	,	,	PUNCT
epaa-5845	523	4	the	the	DET
epaa-5845	523	5	ll	ll	NOUN
epaa-5845	523	6	category	category	NOUN
epaa-5845	523	7	is	be	AUX
epaa-5845	523	8	likely	likely	ADJ
epaa-5845	523	9	even	even	ADV
epaa-5845	523	10	more	more	ADV
epaa-5845	523	11	rigorous	rigorous	ADJ
epaa-5845	523	12	than	than	SCONJ
epaa-5845	523	13	the	the	DET
epaa-5845	523	14	results	result	NOUN
epaa-5845	523	15	suggest	suggest	VERB
epaa-5845	523	16	.	.	PUNCT
epaa-5845	524	1	with	with	ADP
epaa-5845	524	2	a	a	DET
epaa-5845	524	3	high	high	ADJ
epaa-5845	524	4	number	number	NOUN
epaa-5845	524	5	of	of	ADP
epaa-5845	524	6	withdrawals	withdrawal	NOUN
epaa-5845	524	7	,	,	PUNCT
epaa-5845	524	8	the	the	DET
epaa-5845	524	9	students	student	NOUN
epaa-5845	524	10	left	leave	VERB
epaa-5845	524	11	are	be	AUX
epaa-5845	524	12	among	among	ADP
epaa-5845	524	13	the	the	DET
epaa-5845	524	14	strongest	strong	ADJ
epaa-5845	524	15	within	within	ADP
epaa-5845	524	16	a	a	DET
epaa-5845	524	17	difficult	difficult	ADJ
epaa-5845	524	18	discipline	discipline	NOUN
epaa-5845	524	19	.	.	PUNCT
epaa-5845	525	1	hence	hence	ADV
epaa-5845	525	2	,	,	PUNCT
epaa-5845	525	3	low	low	ADV
epaa-5845	525	4	-	-	PUNCT
epaa-5845	525	5	grading	grading	NOUN
epaa-5845	525	6	in	in	ADP
epaa-5845	525	7	this	this	DET
epaa-5845	525	8	cohort	cohort	NOUN
epaa-5845	525	9	is	be	AUX
epaa-5845	525	10	much	much	ADV
epaa-5845	525	11	tougher	tough	ADJ
epaa-5845	525	12	,	,	PUNCT
epaa-5845	525	13	relatively	relatively	ADV
epaa-5845	525	14	speaking	speak	VERB
epaa-5845	525	15	,	,	PUNCT
epaa-5845	525	16	that	that	SCONJ
epaa-5845	525	17	it	it	PRON
epaa-5845	525	18	is	be	AUX
epaa-5845	525	19	for	for	ADP
epaa-5845	525	20	the	the	DET
epaa-5845	525	21	three	three	NUM
epaa-5845	525	22	other	other	ADJ
epaa-5845	525	23	groupings	grouping	NOUN
epaa-5845	525	24	.	.	PUNCT
epaa-5845	526	1	this	this	DET
epaa-5845	526	2	point	point	NOUN
epaa-5845	526	3	was	be	AUX
epaa-5845	526	4	brought	bring	VERB
epaa-5845	526	5	to	to	ADP
epaa-5845	526	6	my	my	PRON
epaa-5845	526	7	attention	attention	NOUN
epaa-5845	526	8	by	by	ADP
epaa-5845	526	9	dennis	dennis	PROPN
epaa-5845	526	10	l.	l.	PROPN
epaa-5845	526	11	weisman	weisman	PROPN
epaa-5845	526	12	,	,	PUNCT
epaa-5845	526	13	to	to	PART
epaa-5845	526	14	whom	whom	PRON
epaa-5845	526	15	i	i	PRON
epaa-5845	526	16	am	be	AUX
epaa-5845	526	17	very	very	ADV
epaa-5845	526	18	grateful	grateful	ADJ
epaa-5845	526	19	.	.	PUNCT
epaa-5845	527	1	education	education	NOUN
epaa-5845	527	2	policy	policy	NOUN
epaa-5845	527	3	analysis	analysis	NOUN
epaa-5845	527	4	archives	archive	NOUN
epaa-5845	527	5	vol	vol	NOUN
epaa-5845	527	6	.	.	PROPN
epaa-5845	528	1	29	29	NUM
epaa-5845	528	2	no	no	NOUN
epaa-5845	528	3	.	.	PUNCT
epaa-5845	529	1	57	57	NUM
epaa-5845	529	2	26	26	NUM
epaa-5845	529	3	acknowledgements	acknowledgement	NOUN
epaa-5845	529	4	for	for	ADP
epaa-5845	529	5	helpful	helpful	ADJ
epaa-5845	529	6	comments	comment	NOUN
epaa-5845	529	7	and	and	CCONJ
epaa-5845	529	8	suggestions	suggestion	NOUN
epaa-5845	529	9	,	,	PUNCT
epaa-5845	529	10	i	i	PRON
epaa-5845	529	11	am	be	AUX
epaa-5845	529	12	indebted	indebte	VERB
epaa-5845	529	13	to	to	ADP
epaa-5845	529	14	panagiotis	panagiotis	NOUN
epaa-5845	529	15	(	(	PUNCT
epaa-5845	529	16	peter	peter	PROPN
epaa-5845	529	17	)	)	PUNCT
epaa-5845	529	18	tsigaris	tsigaris	PROPN
epaa-5845	529	19	,	,	PUNCT
epaa-5845	529	20	nélida	nélida	PROPN
epaa-5845	529	21	matosdíaz	matosdíaz	PROPN
epaa-5845	529	22	,	,	PUNCT
epaa-5845	529	23	dennis	dennis	PROPN
epaa-5845	529	24	l.	l.	PROPN
epaa-5845	529	25	weisman	weisman	PROPN
epaa-5845	529	26	,	,	PUNCT
epaa-5845	529	27	manuel	manuel	PROPN
epaa-5845	529	28	frau	frau	PROPN
epaa-5845	529	29	-	-	PUNCT
epaa-5845	529	30	ramos	ramos	PROPN
epaa-5845	529	31	,	,	PUNCT
epaa-5845	529	32	dwight	dwight	PROPN
epaa-5845	529	33	garcía	garcía	NOUN
epaa-5845	529	34	-	-	PUNCT
epaa-5845	529	35	vázquez	vázquez	NOUN
epaa-5845	529	36	,	,	PUNCT
epaa-5845	529	37	suphan	suphan	PROPN
epaa-5845	529	38	andic	andic	PROPN
epaa-5845	529	39	,	,	PUNCT
epaa-5845	529	40	manuel	manuel	PROPN
epaa-5845	529	41	junco	junco	PROPN
epaa-5845	529	42	de	de	PROPN
epaa-5845	529	43	la	la	PROPN
epaa-5845	529	44	fuente	fuente	PROPN
epaa-5845	529	45	,	,	PUNCT
epaa-5845	529	46	brenda	brenda	PROPN
epaa-5845	529	47	domínguez	domínguez	NOUN
epaa-5845	529	48	-	-	PUNCT
epaa-5845	529	49	rosado	rosado	NOUN
epaa-5845	529	50	,	,	PUNCT
epaa-5845	529	51	luis	luis	PROPN
epaa-5845	529	52	a.	a.	NOUN
epaa-5845	529	53	avilés	avilés	PROPN
epaa-5845	529	54	,	,	PUNCT
epaa-5845	529	55	myrna	myrna	PROPN
epaa-5845	529	56	l.	l.	PROPN
epaa-5845	529	57	torres	torres	PROPN
epaa-5845	529	58	-	-	PUNCT
epaa-5845	529	59	pérez	pérez	NOUN
epaa-5845	529	60	,	,	PUNCT
epaa-5845	529	61	josé	josé	PROPN
epaa-5845	529	62	la	la	PROPN
epaa-5845	529	63	luz	luz	PROPN
epaa-5845	529	64	-	-	PUNCT
epaa-5845	529	65	concepción	concepción	NOUN
epaa-5845	529	66	,	,	PUNCT
epaa-5845	529	67	arturo	arturo	PROPN
epaa-5845	529	68	avilés	avilés	PROPN
epaa-5845	529	69	-	-	PUNCT
epaa-5845	529	70	gonzález	gonzález	PROPN
epaa-5845	529	71	,	,	PUNCT
epaa-5845	529	72	javier	javier	NOUN
epaa-5845	529	73	zavala	zavala	NOUN
epaa-5845	529	74	-	-	PUNCT
epaa-5845	529	75	quiñones	quiñone	NOUN
epaa-5845	529	76	,	,	PUNCT
epaa-5845	529	77	gabriel	gabriel	PROPN
epaa-5845	529	78	rodríguez	rodríguez	PROPN
epaa-5845	529	79	-	-	PUNCT
epaa-5845	529	80	matos	matos	X
epaa-5845	529	81	,	,	PUNCT
epaa-5845	529	82	jorge	jorge	PROPN
epaa-5845	529	83	f.	f.	PROPN
epaa-5845	529	84	rovira	rovira	PROPN
epaa-5845	529	85	-	-	PUNCT
epaa-5845	529	86	álvarez	álvarez	NOUN
epaa-5845	529	87	,	,	PUNCT
epaa-5845	529	88	and	and	CCONJ
epaa-5845	529	89	nellie	nellie	PROPN
epaa-5845	529	90	j.	j.	PROPN
epaa-5845	529	91	sieller	sieller	PROPN
epaa-5845	529	92	.	.	PUNCT
epaa-5845	530	1	i	i	PRON
epaa-5845	530	2	am	be	AUX
epaa-5845	530	3	also	also	ADV
epaa-5845	530	4	deeply	deeply	ADV
epaa-5845	530	5	grateful	grateful	ADJ
epaa-5845	530	6	to	to	ADP
epaa-5845	530	7	two	two	NUM
epaa-5845	530	8	anonymous	anonymous	ADJ
epaa-5845	530	9	referees	referee	NOUN
epaa-5845	530	10	for	for	ADP
epaa-5845	530	11	their	their	PRON
epaa-5845	530	12	comments	comment	NOUN
epaa-5845	530	13	and	and	CCONJ
epaa-5845	530	14	suggestions	suggestion	NOUN
epaa-5845	530	15	,	,	PUNCT
epaa-5845	530	16	as	as	ADV
epaa-5845	530	17	well	well	ADV
epaa-5845	530	18	as	as	ADP
epaa-5845	530	19	to	to	ADP
epaa-5845	530	20	molly	molly	ADV
epaa-5845	530	21	ott	ott	PROPN
epaa-5845	530	22	and	and	CCONJ
epaa-5845	530	23	stephanie	stephanie	PROPN
epaa-5845	530	24	mcbride	mcbride	PROPN
epaa-5845	530	25	-	-	PUNCT
epaa-5845	530	26	schreiner	schreiner	NOUN
epaa-5845	530	27	for	for	ADP
epaa-5845	530	28	their	their	PRON
epaa-5845	530	29	guidance	guidance	NOUN
epaa-5845	530	30	and	and	CCONJ
epaa-5845	530	31	support	support	NOUN
epaa-5845	530	32	throughout	throughout	ADP
epaa-5845	530	33	the	the	DET
epaa-5845	530	34	publishing	publishing	NOUN
epaa-5845	530	35	process	process	NOUN
epaa-5845	530	36	.	.	PUNCT
epaa-5845	531	1	any	any	DET
epaa-5845	531	2	remaining	remain	VERB
epaa-5845	531	3	errors	error	NOUN
epaa-5845	531	4	are	be	AUX
epaa-5845	531	5	my	my	PRON
epaa-5845	531	6	sole	sole	ADJ
epaa-5845	531	7	responsibility	responsibility	NOUN
epaa-5845	531	8	.	.	PUNCT
epaa-5845	532	1	references	reference	NOUN
epaa-5845	532	2	aaronson	aaronson	PROPN
epaa-5845	532	3	d.	d.	PROPN
epaa-5845	532	4	,	,	PUNCT
epaa-5845	532	5	barrow	barrow	PROPN
epaa-5845	532	6	l.	l.	PROPN
epaa-5845	532	7	,	,	PUNCT
epaa-5845	532	8	&	&	CCONJ
epaa-5845	532	9	sander	sander	PROPN
epaa-5845	532	10	w.	w.	PROPN
epaa-5845	532	11	(	(	PUNCT
epaa-5845	532	12	2007	2007	NUM
epaa-5845	532	13	)	)	PUNCT
epaa-5845	532	14	.	.	PUNCT
epaa-5845	533	1	teachers	teacher	NOUN
epaa-5845	533	2	and	and	CCONJ
epaa-5845	533	3	students	student	NOUN
epaa-5845	533	4	achievement	achievement	NOUN
epaa-5845	533	5	in	in	ADP
epaa-5845	533	6	the	the	DET
epaa-5845	533	7	chicago	chicago	PROPN
epaa-5845	533	8	public	public	ADJ
epaa-5845	533	9	high	high	ADJ
epaa-5845	533	10	schools	school	NOUN
epaa-5845	533	11	.	.	PUNCT
epaa-5845	534	1	journal	journal	PROPN
epaa-5845	534	2	of	of	ADP
epaa-5845	534	3	labor	labor	NOUN
epaa-5845	534	4	economics	economic	NOUN
epaa-5845	534	5	,	,	PUNCT
epaa-5845	534	6	25(1	25(1	NUM
epaa-5845	534	7	)	)	PUNCT
epaa-5845	534	8	,	,	PUNCT
epaa-5845	534	9	95	95	NUM
epaa-5845	534	10	-	-	SYM
epaa-5845	534	11	135	135	NUM
epaa-5845	534	12	.	.	PUNCT
epaa-5845	535	1	https://www.jstor.org/stable/10.1086/508733	https://www.jstor.org/stable/10.1086/508733	NOUN
epaa-5845	535	2	achen	achen	NOUN
epaa-5845	535	3	,	,	PUNCT
epaa-5845	535	4	a.	a.	PROPN
epaa-5845	535	5	c.	c.	PROPN
epaa-5845	535	6	,	,	PUNCT
epaa-5845	535	7	&	&	CCONJ
epaa-5845	535	8	courant	courant	PROPN
epaa-5845	535	9	,	,	PUNCT
epaa-5845	535	10	p.	p.	NOUN
epaa-5845	535	11	n.	n.	PROPN
epaa-5845	535	12	(	(	PUNCT
epaa-5845	535	13	2009	2009	NUM
epaa-5845	535	14	)	)	PUNCT
epaa-5845	535	15	.	.	PUNCT
epaa-5845	536	1	what	what	PRON
epaa-5845	536	2	are	be	AUX
epaa-5845	536	3	grades	grade	NOUN
epaa-5845	536	4	made	make	VERB
epaa-5845	536	5	of	of	ADP
epaa-5845	536	6	?	?	PUNCT
epaa-5845	537	1	journal	journal	NOUN
epaa-5845	537	2	of	of	ADP
epaa-5845	537	3	economic	economic	ADJ
epaa-5845	537	4	perspectives	perspective	NOUN
epaa-5845	537	5	,	,	PUNCT
epaa-5845	537	6	23(3	23(3	NUM
epaa-5845	537	7	)	)	PUNCT
epaa-5845	537	8	,	,	PUNCT
epaa-5845	537	9	77	77	NUM
epaa-5845	537	10	-	-	SYM
epaa-5845	537	11	92	92	NUM
epaa-5845	537	12	.	.	PUNCT
epaa-5845	538	1	https://doi.org/10.1257/jep.23.3.77	https://doi.org/10.1257/jep.23.3.77	ADV
epaa-5845	538	2	ahn	ahn	PROPN
epaa-5845	538	3	,	,	PUNCT
epaa-5845	538	4	t.	t.	NOUN
epaa-5845	538	5	,	,	PUNCT
epaa-5845	538	6	arcidiacono	arcidiacono	NOUN
epaa-5845	538	7	,	,	PUNCT
epaa-5845	538	8	p.	p.	NOUN
epaa-5845	538	9	,	,	PUNCT
epaa-5845	538	10	hopson	hopson	PROPN
epaa-5845	538	11	,	,	PUNCT
epaa-5845	538	12	a.	a.	PROPN
epaa-5845	538	13	,	,	PUNCT
epaa-5845	538	14	&	&	CCONJ
epaa-5845	538	15	thomas	thomas	PROPN
epaa-5845	538	16	,	,	PUNCT
epaa-5845	538	17	j.r	j.r	PROPN
epaa-5845	538	18	.	.	PROPN
epaa-5845	538	19	(	(	PUNCT
epaa-5845	538	20	2019	2019	NUM
epaa-5845	538	21	)	)	PUNCT
epaa-5845	538	22	.	.	PUNCT
epaa-5845	539	1	equilibrium	equilibrium	NOUN
epaa-5845	539	2	grade	grade	NOUN
epaa-5845	539	3	inflation	inflation	NOUN
epaa-5845	539	4	with	with	ADP
epaa-5845	539	5	implications	implication	NOUN
epaa-5845	539	6	for	for	ADP
epaa-5845	539	7	female	female	ADJ
epaa-5845	539	8	interest	interest	NOUN
epaa-5845	539	9	on	on	ADP
epaa-5845	539	10	stem	stem	NOUN
epaa-5845	539	11	major	major	ADJ
epaa-5845	539	12	.	.	PUNCT
epaa-5845	540	1	[	[	X
epaa-5845	540	2	working	work	VERB
epaa-5845	540	3	paper	paper	NOUN
epaa-5845	540	4	26556	26556	NUM
epaa-5845	540	5	]	]	PUNCT
epaa-5845	540	6	.	.	PUNCT
epaa-5845	541	1	national	national	PROPN
epaa-5845	541	2	bureau	bureau	PROPN
epaa-5845	541	3	of	of	ADP
epaa-5845	541	4	economic	economic	ADJ
epaa-5845	541	5	research	research	NOUN
epaa-5845	541	6	.	.	PUNCT
epaa-5845	542	1	http://www.nber.org/papers/w26556	http://www.nber.org/papers/w26556	X
epaa-5845	542	2	arcidiacono	arcidiacono	NOUN
epaa-5845	542	3	,	,	PUNCT
epaa-5845	542	4	p.	p.	NOUN
epaa-5845	542	5	(	(	PUNCT
epaa-5845	542	6	2004	2004	NUM
epaa-5845	542	7	)	)	PUNCT
epaa-5845	542	8	.	.	PUNCT
epaa-5845	543	1	ability	ability	NOUN
epaa-5845	543	2	sorting	sorting	NOUN
epaa-5845	543	3	and	and	CCONJ
epaa-5845	543	4	returns	return	NOUN
epaa-5845	543	5	to	to	ADP
epaa-5845	543	6	college	college	NOUN
epaa-5845	543	7	major	major	ADJ
epaa-5845	543	8	the	the	DET
epaa-5845	543	9	journal	journal	NOUN
epaa-5845	543	10	of	of	ADP
epaa-5845	543	11	econometrics	econometric	NOUN
epaa-5845	543	12	,	,	PUNCT
epaa-5845	543	13	121(1	121(1	NUM
epaa-5845	543	14	2	2	NUM
epaa-5845	543	15	)	)	PUNCT
epaa-5845	543	16	,	,	PUNCT
epaa-5845	543	17	343	343	NUM
epaa-5845	543	18	-	-	SYM
epaa-5845	543	19	375	375	NUM
epaa-5845	543	20	.	.	PUNCT
epaa-5845	544	1	https://doi.org/10.1016/j.jeconom.2003.10.010	https://doi.org/10.1016/j.jeconom.2003.10.010	PROPN
epaa-5845	544	2	babcock	babcock	PROPN
epaa-5845	544	3	,	,	PUNCT
epaa-5845	544	4	p.	p.	PROPN
epaa-5845	544	5	(	(	PUNCT
epaa-5845	544	6	2010	2010	NUM
epaa-5845	544	7	)	)	PUNCT
epaa-5845	544	8	.	.	PUNCT
epaa-5845	545	1	real	real	ADJ
epaa-5845	545	2	costs	cost	NOUN
epaa-5845	545	3	of	of	ADP
epaa-5845	545	4	nominal	nominal	ADJ
epaa-5845	545	5	grade	grade	NOUN
epaa-5845	545	6	inflation	inflation	NOUN
epaa-5845	545	7	?	?	PUNCT
epaa-5845	546	1	new	new	ADJ
epaa-5845	546	2	evidence	evidence	NOUN
epaa-5845	546	3	from	from	ADP
epaa-5845	546	4	student	student	NOUN
epaa-5845	546	5	course	course	NOUN
epaa-5845	546	6	evaluations	evaluation	NOUN
epaa-5845	546	7	.	.	PUNCT
epaa-5845	547	1	economic	economic	ADJ
epaa-5845	547	2	inquiry	inquiry	NOUN
epaa-5845	547	3	,	,	PUNCT
epaa-5845	547	4	48	48	NUM
epaa-5845	547	5	,	,	PUNCT
epaa-5845	547	6	983	983	NUM
epaa-5845	547	7	-	-	SYM
epaa-5845	547	8	996	996	NUM
epaa-5845	547	9	.	.	PUNCT
epaa-5845	548	1	https://doi.org/10.1111/j.14657295.2009.00245.x	https://doi.org/10.1111/j.14657295.2009.00245.x	PROPN
epaa-5845	548	2	brastberg	brastberg	PROPN
epaa-5845	548	3	,	,	PUNCT
epaa-5845	548	4	b.	b.	PROPN
epaa-5845	548	5	,	,	PUNCT
epaa-5845	548	6	&	&	CCONJ
epaa-5845	548	7	rogeberg	rogeberg	PROPN
epaa-5845	548	8	,	,	PUNCT
epaa-5845	548	9	o.	o.	NOUN
epaa-5845	548	10	(	(	PUNCT
epaa-5845	548	11	2018	2018	NUM
epaa-5845	548	12	)	)	PUNCT
epaa-5845	548	13	.	.	PUNCT
epaa-5845	549	1	flinn	flinn	PROPN
epaa-5845	549	2	effect	effect	NOUN
epaa-5845	549	3	and	and	CCONJ
epaa-5845	549	4	its	its	PRON
epaa-5845	549	5	reversal	reversal	NOUN
epaa-5845	549	6	are	be	AUX
epaa-5845	549	7	both	both	PRON
epaa-5845	549	8	environmentally	environmentally	ADV
epaa-5845	549	9	caused	cause	VERB
epaa-5845	549	10	.	.	PUNCT
epaa-5845	550	1	pnas	pna	NOUN
epaa-5845	550	2	,	,	PUNCT
epaa-5845	550	3	115(26	115(26	NUM
epaa-5845	550	4	)	)	PUNCT
epaa-5845	550	5	,	,	PUNCT
epaa-5845	550	6	6674	6674	NUM
epaa-5845	550	7	-	-	SYM
epaa-5845	550	8	6678	6678	NUM
epaa-5845	550	9	.	.	PUNCT
epaa-5845	551	1	https://doi.org/10.1073/pnas.17187931155	https://doi.org/10.1073/pnas.17187931155	PROPN
epaa-5845	551	2	butcher	butcher	PROPN
epaa-5845	551	3	,	,	PUNCT
epaa-5845	551	4	k.	k.	PROPN
epaa-5845	551	5	f.	f.	PROPN
epaa-5845	551	6	,	,	PUNCT
epaa-5845	551	7	mcewan	mcewan	PROPN
epaa-5845	551	8	,	,	PUNCT
epaa-5845	551	9	p.	p.	PROPN
epaa-5845	551	10	j.	j.	PROPN
epaa-5845	551	11	,	,	PUNCT
epaa-5845	551	12	&	&	CCONJ
epaa-5845	551	13	weerapana	weerapana	PROPN
epaa-5845	551	14	,	,	PUNCT
epaa-5845	551	15	a.	a.	NOUN
epaa-5845	551	16	(	(	PUNCT
epaa-5845	551	17	2014	2014	NUM
epaa-5845	551	18	)	)	PUNCT
epaa-5845	551	19	.	.	PUNCT
epaa-5845	552	1	the	the	DET
epaa-5845	552	2	effects	effect	NOUN
epaa-5845	552	3	of	of	ADP
epaa-5845	552	4	an	an	DET
epaa-5845	552	5	anti	anti	ADJ
epaa-5845	552	6	-	-	ADJ
epaa-5845	552	7	grade	grade	ADJ
epaa-5845	552	8	-	-	PUNCT
epaa-5845	552	9	inflation	inflation	NOUN
epaa-5845	552	10	policy	policy	NOUN
epaa-5845	552	11	at	at	ADP
epaa-5845	552	12	wellesley	wellesley	PROPN
epaa-5845	552	13	college	college	PROPN
epaa-5845	552	14	.	.	PUNCT
epaa-5845	553	1	journal	journal	PROPN
epaa-5845	553	2	of	of	ADP
epaa-5845	553	3	economic	economic	ADJ
epaa-5845	553	4	perspectives	perspective	NOUN
epaa-5845	553	5	,	,	PUNCT
epaa-5845	553	6	28(3	28(3	NUM
epaa-5845	553	7	)	)	PUNCT
epaa-5845	553	8	,	,	PUNCT
epaa-5845	553	9	189	189	NUM
epaa-5845	553	10	-	-	SYM
epaa-5845	553	11	204	204	NUM
epaa-5845	553	12	.	.	PUNCT
epaa-5845	554	1	http://dx.doi.org/10.1257/jep.28.3.189	http://dx.doi.org/10.1257/jep.28.3.189	PROPN
epaa-5845	554	2	correa	correa	PROPN
epaa-5845	554	3	,	,	PUNCT
epaa-5845	554	4	h.	h.	PROPN
epaa-5845	554	5	(	(	PUNCT
epaa-5845	554	6	2001	2001	NUM
epaa-5845	554	7	)	)	PUNCT
epaa-5845	554	8	.	.	PUNCT
epaa-5845	555	1	a	a	DET
epaa-5845	555	2	game	game	NOUN
epaa-5845	555	3	theoretic	theoretic	NOUN
epaa-5845	555	4	analysis	analysis	NOUN
epaa-5845	555	5	of	of	ADP
epaa-5845	555	6	faculty	faculty	NOUN
epaa-5845	555	7	competition	competition	NOUN
epaa-5845	555	8	and	and	CCONJ
epaa-5845	555	9	academic	academic	ADJ
epaa-5845	555	10	standards	standard	NOUN
epaa-5845	555	11	.	.	PUNCT
epaa-5845	556	1	higher	high	ADJ
epaa-5845	556	2	education	education	NOUN
epaa-5845	556	3	policy	policy	NOUN
epaa-5845	556	4	,	,	PUNCT
epaa-5845	556	5	14	14	NUM
epaa-5845	556	6	,	,	PUNCT
epaa-5845	556	7	175	175	NUM
epaa-5845	556	8	-	-	SYM
epaa-5845	556	9	182	182	NUM
epaa-5845	556	10	.	.	PUNCT
epaa-5845	557	1	greene	greene	PROPN
epaa-5845	557	2	,	,	PUNCT
epaa-5845	557	3	w.	w.	PROPN
epaa-5845	557	4	h.	h.	PROPN
epaa-5845	557	5	(	(	PUNCT
epaa-5845	557	6	2012	2012	NUM
epaa-5845	557	7	)	)	PUNCT
epaa-5845	557	8	.	.	PUNCT
epaa-5845	558	1	econometric	econometric	ADJ
epaa-5845	558	2	analysis	analysis	NOUN
epaa-5845	558	3	.	.	PUNCT
epaa-5845	559	1	prentice	prentice	PROPN
epaa-5845	559	2	hall	hall	PROPN
epaa-5845	559	3	.	.	PUNCT
epaa-5845	560	1	heckman	heckman	PROPN
epaa-5845	560	2	,	,	PUNCT
epaa-5845	560	3	j.	j.	PROPN
epaa-5845	560	4	(	(	PUNCT
epaa-5845	560	5	1979	1979	NUM
epaa-5845	560	6	)	)	PUNCT
epaa-5845	560	7	.	.	PUNCT
epaa-5845	561	1	sample	sample	NOUN
epaa-5845	561	2	selection	selection	NOUN
epaa-5845	561	3	bias	bias	NOUN
epaa-5845	561	4	as	as	ADP
epaa-5845	561	5	a	a	DET
epaa-5845	561	6	specification	specification	NOUN
epaa-5845	561	7	error	error	NOUN
epaa-5845	561	8	.	.	PUNCT
epaa-5845	562	1	econometrica	econometrica	PROPN
epaa-5845	562	2	,	,	PUNCT
epaa-5845	562	3	47	47	NUM
epaa-5845	562	4	,	,	PUNCT
epaa-5845	562	5	153	153	NUM
epaa-5845	562	6	-	-	SYM
epaa-5845	562	7	161	161	NUM
epaa-5845	562	8	.	.	PUNCT
epaa-5845	563	1	hosmer	hosmer	PROPN
epaa-5845	563	2	,	,	PUNCT
epaa-5845	563	3	d.	d.	PROPN
epaa-5845	563	4	w.	w.	PROPN
epaa-5845	563	5	,	,	PUNCT
epaa-5845	563	6	&	&	CCONJ
epaa-5845	563	7	lemeshow	lemeshow	PROPN
epaa-5845	563	8	,	,	PUNCT
epaa-5845	563	9	s.	s.	PROPN
epaa-5845	563	10	(	(	PUNCT
epaa-5845	563	11	2000	2000	NUM
epaa-5845	563	12	)	)	PUNCT
epaa-5845	563	13	applied	apply	VERB
epaa-5845	563	14	logistic	logistic	ADJ
epaa-5845	563	15	regression	regression	NOUN
epaa-5845	563	16	.	.	PUNCT
epaa-5845	564	1	john	john	PROPN
epaa-5845	564	2	wiley	wiley	PROPN
epaa-5845	564	3	and	and	CCONJ
epaa-5845	564	4	sons	son	NOUN
epaa-5845	564	5	.	.	PUNCT
epaa-5845	565	1	hoyt	hoyt	PROPN
epaa-5845	565	2	,	,	PUNCT
epaa-5845	565	3	d.	d.	PROPN
epaa-5845	565	4	,	,	PUNCT
epaa-5845	565	5	&	&	CCONJ
epaa-5845	565	6	reed	reed	PROPN
epaa-5845	565	7	j.	j.	PROPN
epaa-5845	565	8	(	(	PUNCT
epaa-5845	565	9	1976	1976	NUM
epaa-5845	565	10	)	)	PUNCT
epaa-5845	565	11	.	.	PUNCT
epaa-5845	566	1	grade	grade	NOUN
epaa-5845	566	2	inflation	inflation	NOUN
epaa-5845	566	3	at	at	ADP
epaa-5845	566	4	ksu	ksu	NOUN
epaa-5845	566	5	:	:	PUNCT
epaa-5845	566	6	student	student	NOUN
epaa-5845	566	7	and	and	CCONJ
epaa-5845	566	8	faculty	faculty	NOUN
epaa-5845	566	9	perspectives	perspective	NOUN
epaa-5845	566	10	.	.	PUNCT
epaa-5845	567	1	research	research	NOUN
epaa-5845	567	2	report	report	NOUN
epaa-5845	567	3	no	no	INTJ
epaa-5845	567	4	.	.	PROPN
epaa-5845	568	1	36	36	NUM
epaa-5845	568	2	.	.	PUNCT
epaa-5845	569	1	june	june	PROPN
epaa-5845	569	2	1976	1976	NUM
epaa-5845	569	3	.	.	PUNCT
epaa-5845	570	1	(	(	PUNCT
epaa-5845	570	2	eric	eric	PROPN
epaa-5845	570	3	document	document	NOUN
epaa-5845	570	4	reproduction	reproduction	NOUN
epaa-5845	570	5	service	service	NOUN
epaa-5845	570	6	no	no	INTJ
epaa-5845	570	7	.	.	PUNCT
epaa-5845	571	1	ed160018	ed160018	PROPN
epaa-5845	571	2	)	)	PUNCT
epaa-5845	571	3	.	.	PUNCT
epaa-5845	572	1	johnes	johne	NOUN
epaa-5845	572	2	,	,	PUNCT
epaa-5845	572	3	g.	g.	PROPN
epaa-5845	572	4	(	(	PUNCT
epaa-5845	572	5	2004	2004	NUM
epaa-5845	572	6	)	)	PUNCT
epaa-5845	572	7	.	.	PUNCT
epaa-5845	573	1	standards	standard	NOUN
epaa-5845	573	2	and	and	CCONJ
epaa-5845	573	3	grade	grade	NOUN
epaa-5845	573	4	inflation	inflation	NOUN
epaa-5845	573	5	.	.	PUNCT
epaa-5845	574	1	in	in	ADP
epaa-5845	574	2	g.	g.	PROPN
epaa-5845	574	3	johnes	johnes	PROPN
epaa-5845	574	4	&	&	CCONJ
epaa-5845	574	5	j.	j.	PROPN
epaa-5845	574	6	johnes	johnes	PROPN
epaa-5845	574	7	(	(	PUNCT
epaa-5845	574	8	eds	ed	NOUN
epaa-5845	574	9	.	.	PUNCT
epaa-5845	574	10	)	)	PUNCT
epaa-5845	574	11	,	,	PUNCT
epaa-5845	574	12	international	international	ADJ
epaa-5845	574	13	handbook	handbook	NOUN
epaa-5845	574	14	on	on	ADP
epaa-5845	574	15	the	the	DET
epaa-5845	574	16	economics	economic	NOUN
epaa-5845	574	17	of	of	ADP
epaa-5845	574	18	education	education	NOUN
epaa-5845	574	19	(	(	PUNCT
epaa-5845	574	20	pp	pp	ADJ
epaa-5845	574	21	.	.	PUNCT
epaa-5845	575	1	462	462	NUM
epaa-5845	575	2	-	-	SYM
epaa-5845	575	3	483	483	NUM
epaa-5845	575	4	)	)	PUNCT
epaa-5845	575	5	.	.	PUNCT
epaa-5845	576	1	edward	edward	PROPN
epaa-5845	576	2	elgar	elgar	PROPN
epaa-5845	576	3	.	.	PUNCT
epaa-5845	577	1	johnson	johnson	PROPN
epaa-5845	577	2	,	,	PUNCT
epaa-5845	577	3	v.	v.	PROPN
epaa-5845	577	4	e.	e.	PROPN
epaa-5845	577	5	(	(	PUNCT
epaa-5845	577	6	2003	2003	NUM
epaa-5845	577	7	)	)	PUNCT
epaa-5845	577	8	.	.	PUNCT
epaa-5845	578	1	grade	grade	NOUN
epaa-5845	578	2	inflation	inflation	NOUN
epaa-5845	578	3	:	:	PUNCT
epaa-5845	578	4	a	a	DET
epaa-5845	578	5	crisis	crisis	NOUN
epaa-5845	578	6	in	in	ADP
epaa-5845	578	7	college	college	NOUN
epaa-5845	578	8	education	education	NOUN
epaa-5845	578	9	.	.	PUNCT
epaa-5845	579	1	springer	springer	NOUN
epaa-5845	579	2	-	-	PUNCT
epaa-5845	579	3	verlag	verlag	PROPN
epaa-5845	579	4	.	.	PUNCT
epaa-5845	580	1	keng	keng	PROPN
epaa-5845	580	2	,	,	PUNCT
epaa-5845	580	3	s.	s.	PROPN
epaa-5845	580	4	h.	h.	PROPN
epaa-5845	580	5	(	(	PUNCT
epaa-5845	580	6	2018	2018	NUM
epaa-5845	580	7	)	)	PUNCT
epaa-5845	580	8	.	.	PUNCT
epaa-5845	581	1	tenure	tenure	NOUN
epaa-5845	581	2	system	system	NOUN
epaa-5845	581	3	and	and	CCONJ
epaa-5845	581	4	its	its	PRON
epaa-5845	581	5	impact	impact	NOUN
epaa-5845	581	6	on	on	ADP
epaa-5845	581	7	grading	grade	VERB
epaa-5845	581	8	leniency	leniency	NOUN
epaa-5845	581	9	,	,	PUNCT
epaa-5845	581	10	teaching	teaching	NOUN
epaa-5845	581	11	effectiveness	effectiveness	NOUN
epaa-5845	581	12	and	and	CCONJ
epaa-5845	581	13	student	student	NOUN
epaa-5845	581	14	effort	effort	NOUN
epaa-5845	581	15	.	.	PUNCT
epaa-5845	582	1	empirical	empirical	ADJ
epaa-5845	582	2	economics	economic	NOUN
epaa-5845	582	3	,	,	PUNCT
epaa-5845	582	4	55(3	55(3	NUM
epaa-5845	582	5	)	)	PUNCT
epaa-5845	582	6	,	,	PUNCT
epaa-5845	582	7	1207	1207	NUM
epaa-5845	582	8	-	-	SYM
epaa-5845	582	9	1227	1227	NUM
epaa-5845	582	10	.	.	PUNCT
epaa-5845	583	1	https://doi.org/10.1007/s00181-017-1313-7	https://doi.org/10.1007/s00181-017-1313-7	NUM
epaa-5845	583	2	koedel	koedel	NOUN
epaa-5845	583	3	,	,	PUNCT
epaa-5845	583	4	c.	c.	NOUN
epaa-5845	583	5	(	(	PUNCT
epaa-5845	583	6	2008	2008	NUM
epaa-5845	583	7	)	)	PUNCT
epaa-5845	583	8	.	.	PUNCT
epaa-5845	584	1	teacher	teacher	NOUN
epaa-5845	584	2	quality	quality	NOUN
epaa-5845	584	3	and	and	CCONJ
epaa-5845	584	4	dropout	dropout	NOUN
epaa-5845	584	5	outcomes	outcome	NOUN
epaa-5845	584	6	in	in	ADP
epaa-5845	584	7	a	a	DET
epaa-5845	584	8	large	large	ADJ
epaa-5845	584	9	,	,	PUNCT
epaa-5845	584	10	urban	urban	ADJ
epaa-5845	584	11	school	school	NOUN
epaa-5845	584	12	district	district	NOUN
epaa-5845	584	13	,	,	PUNCT
epaa-5845	584	14	journal	journal	NOUN
epaa-5845	584	15	of	of	ADP
epaa-5845	584	16	urban	urban	ADJ
epaa-5845	584	17	economics	economic	NOUN
epaa-5845	584	18	,	,	PUNCT
epaa-5845	584	19	64	64	NUM
epaa-5845	584	20	,	,	PUNCT
epaa-5845	584	21	560	560	NUM
epaa-5845	584	22	-	-	SYM
epaa-5845	584	23	572	572	NUM
epaa-5845	584	24	.	.	PUNCT
epaa-5845	584	25	https://doi.org/10.1016/j.jue.2008.06.004	https://doi.org/10.1016/j.jue.2008.06.004	NOUN
epaa-5845	584	26	koedel	koedel	NOUN
epaa-5845	584	27	,	,	PUNCT
epaa-5845	584	28	c.	c.	NOUN
epaa-5845	584	29	(	(	PUNCT
epaa-5845	584	30	2011	2011	NUM
epaa-5845	584	31	)	)	PUNCT
epaa-5845	584	32	.	.	PUNCT
epaa-5845	585	1	grading	grade	VERB
epaa-5845	585	2	standards	standard	NOUN
epaa-5845	585	3	in	in	ADP
epaa-5845	585	4	education	education	NOUN
epaa-5845	585	5	departments	department	NOUN
epaa-5845	585	6	at	at	ADP
epaa-5845	585	7	universities	university	NOUN
epaa-5845	585	8	.	.	PUNCT
epaa-5845	586	1	education	education	NOUN
epaa-5845	586	2	policy	policy	NOUN
epaa-5845	586	3	https://www.jstor.org/stable/10.1086/508733	https://www.jstor.org/stable/10.1086/508733	NOUN
epaa-5845	586	4	https://doi.org/10.1257/jep.23.3.77	https://doi.org/10.1257/jep.23.3.77	ADV
epaa-5845	586	5	http://www.nber.org/papers/w26556	http://www.nber.org/papers/w26556	X
epaa-5845	586	6	https://doi.org/10.1016/j.jeconom.2003.10.010	https://doi.org/10.1016/j.jeconom.2003.10.010	PROPN
epaa-5845	586	7	https://doi.org/10.1111/j.1465-7295.2009.00245.x	https://doi.org/10.1111/j.1465-7295.2009.00245.x	VERB
epaa-5845	586	8	https://doi.org/10.1111/j.1465-7295.2009.00245.x	https://doi.org/10.1111/j.1465-7295.2009.00245.x	NOUN
epaa-5845	586	9	https://doi.org/10.1073/pnas.17187931155	https://doi.org/10.1073/pnas.17187931155	NOUN
epaa-5845	586	10	http://dx.doi.org/10.1257/jep.28.3.189	http://dx.doi.org/10.1257/jep.28.3.189	PROPN
epaa-5845	587	1	https://doi.org/10.1007/s00181-017-1313-7	https://doi.org/10.1007/s00181-017-1313-7	NUM
epaa-5845	587	2	https://doi.org/10.1016/j.jue.2008.06.004	https://doi.org/10.1016/j.jue.2008.06.004	NOUN
epaa-5845	587	3	taxonomy	taxonomy	NOUN
epaa-5845	587	4	of	of	ADP
epaa-5845	587	5	grading	grade	VERB
epaa-5845	587	6	practices	practice	NOUN
epaa-5845	587	7	in	in	ADP
epaa-5845	587	8	the	the	DET
epaa-5845	587	9	university	university	NOUN
epaa-5845	587	10	of	of	ADP
epaa-5845	587	11	puerto	puerto	PROPN
epaa-5845	587	12	rico	rico	PROPN
epaa-5845	587	13	at	at	ADP
epaa-5845	587	14	bayamón	bayamón	NOUN
epaa-5845	587	15	,	,	PUNCT
epaa-5845	587	16	1995	1995	NUM
epaa-5845	587	17	-	-	SYM
epaa-5845	587	18	96	96	NUM
epaa-5845	587	19	to	to	ADP
epaa-5845	587	20	2015	2015	NUM
epaa-5845	587	21	-16	-16	NUM
epaa-5845	587	22	27	27	NUM
epaa-5845	587	23	analysis	analysis	NOUN
epaa-5845	587	24	archives	archive	NOUN
epaa-5845	587	25	,	,	PUNCT
epaa-5845	587	26	19	19	NUM
epaa-5845	587	27	,	,	PUNCT
epaa-5845	587	28	1	1	NUM
epaa-5845	587	29	-	-	SYM
epaa-5845	587	30	23	23	NUM
epaa-5845	587	31	.	.	PUNCT
epaa-5845	588	1	https://doi.org/10.14507/epaa.v19n23.2011	https://doi.org/10.14507/epaa.v19n23.2011	PROPN
epaa-5845	588	2	mckenzie	mckenzie	PROPN
epaa-5845	588	3	,	,	PUNCT
epaa-5845	588	4	r.	r.	PROPN
epaa-5845	588	5	b.	b.	PROPN
epaa-5845	588	6	,	,	PUNCT
epaa-5845	588	7	&	&	CCONJ
epaa-5845	588	8	staaf	staaf	PROPN
epaa-5845	588	9	.	.	PUNCT
epaa-5845	589	1	r.	r.	PROPN
epaa-5845	589	2	j.	j.	PROPN
epaa-5845	590	1	(	(	PUNCT
epaa-5845	590	2	1974	1974	NUM
epaa-5845	590	3	)	)	PUNCT
epaa-5845	590	4	.	.	PUNCT
epaa-5845	591	1	an	an	DET
epaa-5845	591	2	economic	economic	ADJ
epaa-5845	591	3	theory	theory	NOUN
epaa-5845	591	4	of	of	ADP
epaa-5845	591	5	learning	learning	NOUN
epaa-5845	591	6	:	:	PUNCT
epaa-5845	591	7	students	student	NOUN
epaa-5845	591	8	sovereignty	sovereignty	NOUN
epaa-5845	591	9	and	and	CCONJ
epaa-5845	591	10	academic	academic	ADJ
epaa-5845	591	11	freedom	freedom	NOUN
epaa-5845	591	12	.	.	PUNCT
epaa-5845	592	1	[	[	X
epaa-5845	592	2	report	report	NOUN
epaa-5845	592	3	]	]	PUNCT
epaa-5845	592	4	.	.	PUNCT
epaa-5845	593	1	virginia	virginia	PROPN
epaa-5845	593	2	polytechnic	polytechnic	PROPN
epaa-5845	593	3	institute	institute	PROPN
epaa-5845	593	4	and	and	CCONJ
epaa-5845	593	5	state	state	PROPN
epaa-5845	593	6	university	university	PROPN
epaa-5845	593	7	.	.	PUNCT
epaa-5845	594	1	marks	marks	PROPN
epaa-5845	594	2	,	,	PUNCT
epaa-5845	594	3	d.	d.	PROPN
epaa-5845	594	4	(	(	PUNCT
epaa-5845	594	5	2002	2002	NUM
epaa-5845	594	6	)	)	PUNCT
epaa-5845	594	7	.	.	PUNCT
epaa-5845	595	1	academic	academic	ADJ
epaa-5845	595	2	standards	standard	NOUN
epaa-5845	595	3	as	as	ADP
epaa-5845	595	4	public	public	ADJ
epaa-5845	595	5	goods	good	NOUN
epaa-5845	595	6	and	and	CCONJ
epaa-5845	595	7	varieties	variety	NOUN
epaa-5845	595	8	of	of	ADP
epaa-5845	595	9	free	free	ADJ
epaa-5845	595	10	-	-	PUNCT
epaa-5845	595	11	rider	rider	NOUN
epaa-5845	595	12	behaviour	behaviour	NOUN
epaa-5845	595	13	.	.	PUNCT
epaa-5845	596	1	education	education	NOUN
epaa-5845	596	2	economics	economic	NOUN
epaa-5845	596	3	,	,	PUNCT
epaa-5845	596	4	10(2	10(2	NUM
epaa-5845	596	5	)	)	PUNCT
epaa-5845	596	6	,	,	PUNCT
epaa-5845	596	7	145	145	NUM
epaa-5845	596	8	-	-	SYM
epaa-5845	596	9	163	163	NUM
epaa-5845	596	10	.	.	PUNCT
epaa-5845	597	1	matos	mato	NOUN
epaa-5845	597	2	-	-	PUNCT
epaa-5845	597	3	díaz	díaz	NOUN
epaa-5845	597	4	,	,	PUNCT
epaa-5845	597	5	h.	h.	PROPN
epaa-5845	597	6	(	(	PUNCT
epaa-5845	597	7	2018	2018	NUM
epaa-5845	597	8	)	)	PUNCT
epaa-5845	597	9	.	.	PUNCT
epaa-5845	598	1	estimating	estimate	VERB
epaa-5845	598	2	the	the	DET
epaa-5845	598	3	effects	effect	NOUN
epaa-5845	598	4	of	of	ADP
epaa-5845	598	5	partial	partial	ADJ
epaa-5845	598	6	withdrawals	withdrawal	NOUN
epaa-5845	598	7	on	on	ADP
epaa-5845	598	8	gpa	gpa	PROPN
epaa-5845	598	9	through	through	ADP
epaa-5845	598	10	time	time	NOUN
epaa-5845	598	11	:	:	PUNCT
epaa-5845	598	12	evidence	evidence	NOUN
epaa-5845	598	13	from	from	ADP
epaa-5845	598	14	the	the	DET
epaa-5845	598	15	university	university	NOUN
epaa-5845	598	16	of	of	ADP
epaa-5845	598	17	puerto	puerto	PROPN
epaa-5845	598	18	rico	rico	PROPN
epaa-5845	598	19	.	.	PUNCT
epaa-5845	599	1	economia	economia	PROPN
epaa-5845	599	2	,	,	PUNCT
epaa-5845	599	3	19	19	NUM
epaa-5845	599	4	,	,	PUNCT
epaa-5845	599	5	90	90	NUM
epaa-5845	599	6	-	-	SYM
epaa-5845	599	7	104	104	NUM
epaa-5845	599	8	.	.	PUNCT
epaa-5845	600	1	https://doi.org/10.1016/j.econ.2017.10.004	https://doi.org/10.1016/j.econ.2017.10.004	NOUN
epaa-5845	600	2	matos	mato	NOUN
epaa-5845	600	3	-	-	PUNCT
epaa-5845	600	4	díaz	díaz	NOUN
epaa-5845	600	5	,	,	PUNCT
epaa-5845	600	6	h.	h.	PROPN
epaa-5845	600	7	(	(	PUNCT
epaa-5845	600	8	2012	2012	NUM
epaa-5845	600	9	)	)	PUNCT
epaa-5845	600	10	.	.	PUNCT
epaa-5845	601	1	student	student	NOUN
epaa-5845	601	2	evaluation	evaluation	NOUN
epaa-5845	601	3	of	of	ADP
epaa-5845	601	4	teaching	teaching	NOUN
epaa-5845	601	5	,	,	PUNCT
epaa-5845	601	6	formulation	formulation	NOUN
epaa-5845	601	7	of	of	ADP
epaa-5845	601	8	grade	grade	NOUN
epaa-5845	601	9	expectations	expectation	NOUN
epaa-5845	601	10	,	,	PUNCT
epaa-5845	601	11	and	and	CCONJ
epaa-5845	601	12	instructor	instructor	NOUN
epaa-5845	601	13	choice	choice	NOUN
epaa-5845	601	14	:	:	PUNCT
epaa-5845	601	15	explorations	exploration	NOUN
epaa-5845	601	16	with	with	ADP
epaa-5845	601	17	random	random	ADJ
epaa-5845	601	18	-	-	PUNCT
epaa-5845	601	19	effects	effect	NOUN
epaa-5845	601	20	ordered	order	VERB
epaa-5845	601	21	probability	probability	NOUN
epaa-5845	601	22	models	model	NOUN
epaa-5845	601	23	,	,	PUNCT
epaa-5845	601	24	eastern	eastern	ADJ
epaa-5845	601	25	economic	economic	ADJ
epaa-5845	601	26	journal	journal	NOUN
epaa-5845	601	27	,	,	PUNCT
epaa-5845	601	28	38(3	38(3	NUM
epaa-5845	601	29	)	)	PUNCT
epaa-5845	601	30	,	,	PUNCT
epaa-5845	601	31	296	296	NUM
epaa-5845	601	32	-	-	SYM
epaa-5845	601	33	309	309	NUM
epaa-5845	601	34	.	.	PUNCT
epaa-5845	602	1	https://www.jstor.org/stable/23271209	https://www.jstor.org/stable/23271209	ADJ
epaa-5845	602	2	matos	mato	NOUN
epaa-5845	602	3	-	-	PUNCT
epaa-5845	602	4	díaz	díaz	ADJ
epaa-5845	602	5	,	,	PUNCT
epaa-5845	602	6	h.	h.	NOUN
epaa-5845	602	7	,	,	PUNCT
epaa-5845	602	8	&	&	CCONJ
epaa-5845	602	9	ragan	ragan	PROPN
epaa-5845	602	10	,	,	PUNCT
epaa-5845	602	11	j.	j.	PROPN
epaa-5845	602	12	(	(	PUNCT
epaa-5845	602	13	2010	2010	NUM
epaa-5845	602	14	)	)	PUNCT
epaa-5845	602	15	.	.	PUNCT
epaa-5845	603	1	do	do	AUX
epaa-5845	603	2	student	student	NOUN
epaa-5845	603	3	evaluations	evaluation	NOUN
epaa-5845	603	4	of	of	ADP
epaa-5845	603	5	teaching	teaching	NOUN
epaa-5845	603	6	depend	depend	VERB
epaa-5845	603	7	on	on	ADP
epaa-5845	603	8	the	the	DET
epaa-5845	603	9	distribution	distribution	NOUN
epaa-5845	603	10	of	of	ADP
epaa-5845	603	11	expected	expect	VERB
epaa-5845	603	12	grade	grade	NOUN
epaa-5845	603	13	?	?	PUNCT
epaa-5845	604	1	education	education	NOUN
epaa-5845	604	2	economics	economic	NOUN
epaa-5845	604	3	,	,	PUNCT
epaa-5845	604	4	18(3	18(3	NUM
epaa-5845	604	5	)	)	PUNCT
epaa-5845	604	6	,	,	PUNCT
epaa-5845	604	7	317–330	317–330	NUM
epaa-5845	604	8	.	.	PUNCT
epaa-5845	605	1	https://doi.org/10.1080/09645290903109444	https://doi.org/10.1080/09645290903109444	ADJ
epaa-5845	605	2	mcspirit	mcspirit	NOUN
epaa-5845	605	3	,	,	PUNCT
epaa-5845	605	4	s.	s.	PROPN
epaa-5845	605	5	,	,	PUNCT
epaa-5845	605	6	&	&	CCONJ
epaa-5845	605	7	jones	jones	PROPN
epaa-5845	605	8	,	,	PUNCT
epaa-5845	605	9	k.	k.	PROPN
epaa-5845	605	10	e.	e.	PROPN
epaa-5845	605	11	(	(	PUNCT
epaa-5845	605	12	1999	1999	NUM
epaa-5845	605	13	)	)	PUNCT
epaa-5845	605	14	.	.	PUNCT
epaa-5845	606	1	grade	grade	NOUN
epaa-5845	606	2	inflation	inflation	NOUN
epaa-5845	606	3	rates	rate	NOUN
epaa-5845	606	4	among	among	ADP
epaa-5845	606	5	different	different	ADJ
epaa-5845	606	6	ability	ability	NOUN
epaa-5845	606	7	students	student	NOUN
epaa-5845	606	8	,	,	PUNCT
epaa-5845	606	9	controlling	control	VERB
epaa-5845	606	10	for	for	ADP
epaa-5845	606	11	other	other	ADJ
epaa-5845	606	12	factors	factor	NOUN
epaa-5845	606	13	.	.	PUNCT
epaa-5845	607	1	education	education	NOUN
epaa-5845	607	2	policy	policy	NOUN
epaa-5845	607	3	analysis	analysis	NOUN
epaa-5845	607	4	archives	archive	NOUN
epaa-5845	607	5	,	,	PUNCT
epaa-5845	607	6	7	7	NUM
epaa-5845	607	7	,	,	PUNCT
epaa-5845	607	8	1	1	NUM
epaa-5845	607	9	-	-	SYM
epaa-5845	607	10	16	16	NUM
epaa-5845	607	11	.	.	PUNCT
epaa-5845	608	1	https://doi.org/10.14507/epaa.v7n30.1999	https://doi.org/10.14507/epaa.v7n30.1999	PROPN
epaa-5845	608	2	nlogit	nlogit	PROPN
epaa-5845	608	3	5	5	NUM
epaa-5845	608	4	.	.	PUNCT
epaa-5845	608	5	(	(	PUNCT
epaa-5845	608	6	2012	2012	NUM
epaa-5845	608	7	)	)	PUNCT
epaa-5845	608	8	.	.	PUNCT
epaa-5845	609	1	nlogit	nlogit	PROPN
epaa-5845	609	2	5	5	NUM
epaa-5845	609	3	.	.	PUNCT
epaa-5845	610	1	[	[	X
epaa-5845	610	2	computer	computer	NOUN
epaa-5845	610	3	software	software	NOUN
epaa-5845	610	4	]	]	PUNCT
epaa-5845	610	5	.	.	PUNCT
epaa-5845	611	1	econometric	econometric	PROPN
epaa-5845	611	2	software	software	PROPN
epaa-5845	611	3	,	,	PUNCT
epaa-5845	611	4	inc	inc	PROPN
epaa-5845	611	5	.	.	PROPN
epaa-5845	611	6	nordin	nordin	PROPN
epaa-5845	611	7	,	,	PUNCT
epaa-5845	611	8	m.	m.	NOUN
epaa-5845	611	9	,	,	PUNCT
epaa-5845	611	10	heckley	heckley	NOUN
epaa-5845	611	11	,	,	PUNCT
epaa-5845	611	12	g.	g.	PROPN
epaa-5845	611	13	,	,	PUNCT
epaa-5845	611	14	&	&	CCONJ
epaa-5845	611	15	gerdtham	gerdtham	PROPN
epaa-5845	611	16	,	,	PUNCT
epaa-5845	611	17	ulf	ulf	PROPN
epaa-5845	611	18	-	-	PUNCT
epaa-5845	611	19	g.	g.	PROPN
epaa-5845	611	20	(	(	PUNCT
epaa-5845	611	21	2019	2019	NUM
epaa-5845	611	22	)	)	PUNCT
epaa-5845	611	23	.	.	PUNCT
epaa-5845	612	1	the	the	DET
epaa-5845	612	2	impact	impact	NOUN
epaa-5845	612	3	of	of	ADP
epaa-5845	612	4	grade	grade	NOUN
epaa-5845	612	5	inflation	inflation	NOUN
epaa-5845	612	6	on	on	ADP
epaa-5845	612	7	higher	high	ADJ
epaa-5845	612	8	education	education	NOUN
epaa-5845	612	9	enrolment	enrolment	NOUN
epaa-5845	612	10	and	and	CCONJ
epaa-5845	612	11	earnings	earning	NOUN
epaa-5845	612	12	[	[	X
epaa-5845	612	13	working	work	VERB
epaa-5845	612	14	paper	paper	NOUN
epaa-5845	612	15	2019:1	2019:1	NOUN
epaa-5845	612	16	]	]	PUNCT
epaa-5845	612	17	.	.	PUNCT
epaa-5845	613	1	department	department	PROPN
epaa-5845	613	2	of	of	ADP
epaa-5845	613	3	economics	economics	PROPN
epaa-5845	613	4	,	,	PUNCT
epaa-5845	613	5	lund	lund	PROPN
epaa-5845	613	6	university	university	PROPN
epaa-5845	613	7	,	,	PUNCT
epaa-5845	613	8	sweden	sweden	PROPN
epaa-5845	613	9	.	.	PROPN
epaa-5845	613	10	oglive	oglive	PROPN
epaa-5845	613	11	,	,	PUNCT
epaa-5845	613	12	k.	k.	PROPN
epaa-5845	613	13	,	,	PUNCT
epaa-5845	613	14	&	&	CCONJ
epaa-5845	613	15	jelavic	jelavic	PROPN
epaa-5845	613	16	,	,	PUNCT
epaa-5845	613	17	m.	m.	NOUN
epaa-5845	613	18	(	(	PUNCT
epaa-5845	613	19	2013	2013	NUM
epaa-5845	613	20	)	)	PUNCT
epaa-5845	613	21	.	.	PUNCT
epaa-5845	614	1	grade	grade	NOUN
epaa-5845	614	2	inflation	inflation	NOUN
epaa-5845	614	3	in	in	ADP
epaa-5845	614	4	the	the	DET
epaa-5845	614	5	us	us	PROPN
epaa-5845	614	6	higher	high	ADJ
epaa-5845	614	7	educational	educational	ADJ
epaa-5845	614	8	environment	environment	NOUN
epaa-5845	614	9	:	:	PUNCT
epaa-5845	614	10	a	a	DET
epaa-5845	614	11	faculty	faculty	NOUN
epaa-5845	614	12	perception	perception	NOUN
epaa-5845	614	13	study	study	NOUN
epaa-5845	614	14	.	.	PUNCT
epaa-5845	615	1	international	international	ADJ
epaa-5845	615	2	journal	journal	PROPN
epaa-5845	615	3	of	of	ADP
epaa-5845	615	4	management	management	NOUN
epaa-5845	615	5	in	in	ADP
epaa-5845	615	6	education	education	NOUN
epaa-5845	615	7	,	,	PUNCT
epaa-5845	615	8	7	7	NUM
epaa-5845	615	9	,	,	PUNCT
epaa-5845	615	10	406	406	NUM
epaa-5845	615	11	-	-	SYM
epaa-5845	615	12	416	416	NUM
epaa-5845	615	13	.	.	PUNCT
epaa-5845	616	1	remmers	remmer	NOUN
epaa-5845	616	2	,	,	PUNCT
epaa-5845	616	3	h.	h.	PROPN
epaa-5845	616	4	h.	h.	PROPN
epaa-5845	616	5	(	(	PUNCT
epaa-5845	616	6	1928	1928	NUM
epaa-5845	616	7	)	)	PUNCT
epaa-5845	616	8	.	.	PUNCT
epaa-5845	617	1	the	the	DET
epaa-5845	617	2	relationship	relationship	NOUN
epaa-5845	617	3	between	between	ADP
epaa-5845	617	4	students	student	NOUN
epaa-5845	617	5	’	’	PART
epaa-5845	617	6	marks	mark	NOUN
epaa-5845	617	7	and	and	CCONJ
epaa-5845	617	8	student	student	NOUN
epaa-5845	617	9	attitude	attitude	NOUN
epaa-5845	617	10	toward	toward	ADP
epaa-5845	617	11	instructor	instructor	NOUN
epaa-5845	617	12	.	.	PUNCT
epaa-5845	618	1	school	school	NOUN
epaa-5845	618	2	and	and	CCONJ
epaa-5845	618	3	society	society	NOUN
epaa-5845	618	4	,	,	PUNCT
epaa-5845	618	5	759	759	NUM
epaa-5845	618	6	-	-	SYM
epaa-5845	618	7	760	760	NUM
epaa-5845	618	8	.	.	PUNCT
epaa-5845	618	9	remmers	remmer	NOUN
epaa-5845	618	10	,	,	PUNCT
epaa-5845	618	11	h.	h.	PROPN
epaa-5845	618	12	h.	h.	PROPN
epaa-5845	618	13	(	(	PUNCT
epaa-5845	618	14	1930	1930	NUM
epaa-5845	618	15	)	)	PUNCT
epaa-5845	618	16	.	.	PUNCT
epaa-5845	619	1	to	to	ADP
epaa-5845	619	2	what	what	DET
epaa-5845	619	3	extent	extent	NOUN
epaa-5845	619	4	do	do	VERB
epaa-5845	619	5	grades	grade	NOUN
epaa-5845	619	6	influence	influence	NOUN
epaa-5845	619	7	student	student	NOUN
epaa-5845	619	8	ratings	rating	NOUN
epaa-5845	619	9	of	of	ADP
epaa-5845	619	10	instructors	instructor	NOUN
epaa-5845	619	11	?	?	PUNCT
epaa-5845	620	1	journal	journal	NOUN
epaa-5845	620	2	of	of	ADP
epaa-5845	620	3	educational	educational	ADJ
epaa-5845	620	4	research	research	NOUN
epaa-5845	620	5	,	,	PUNCT
epaa-5845	620	6	21	21	NUM
epaa-5845	620	7	,	,	PUNCT
epaa-5845	620	8	314	314	NUM
epaa-5845	620	9	-	-	SYM
epaa-5845	620	10	316	316	NUM
epaa-5845	620	11	.	.	PUNCT
epaa-5845	621	1	rivkin	rivkin	PROPN
epaa-5845	621	2	,	,	PUNCT
epaa-5845	621	3	s.	s.	PROPN
epaa-5845	621	4	g.	g.	PROPN
epaa-5845	621	5	,	,	PUNCT
epaa-5845	621	6	hanushek	hanushek	PROPN
epaa-5845	621	7	,	,	PUNCT
epaa-5845	621	8	e.	e.	PROPN
epaa-5845	621	9	a.	a.	PROPN
epaa-5845	621	10	,	,	PUNCT
epaa-5845	621	11	&	&	CCONJ
epaa-5845	621	12	kain	kain	PROPN
epaa-5845	621	13	,	,	PUNCT
epaa-5845	621	14	j.	j.	PROPN
epaa-5845	621	15	f.	f.	PROPN
epaa-5845	621	16	(	(	PUNCT
epaa-5845	621	17	2005	2005	NUM
epaa-5845	621	18	)	)	PUNCT
epaa-5845	621	19	.	.	PUNCT
epaa-5845	622	1	teachers	teacher	NOUN
epaa-5845	622	2	,	,	PUNCT
epaa-5845	622	3	schools	school	NOUN
epaa-5845	622	4	,	,	PUNCT
epaa-5845	622	5	and	and	CCONJ
epaa-5845	622	6	academic	academic	ADJ
epaa-5845	622	7	achievement	achievement	NOUN
epaa-5845	622	8	.	.	PUNCT
epaa-5845	623	1	econometrica	econometrica	PROPN
epaa-5845	623	2	,	,	PUNCT
epaa-5845	623	3	73(2	73(2	NUM
epaa-5845	623	4	)	)	PUNCT
epaa-5845	623	5	,	,	PUNCT
epaa-5845	623	6	417	417	NUM
epaa-5845	623	7	-	-	SYM
epaa-5845	623	8	458	458	NUM
epaa-5845	623	9	.	.	PUNCT
epaa-5845	624	1	https://doi.org/10.1111/j.1468-0262.2005.00584.x	https://doi.org/10.1111/j.1468-0262.2005.00584.x	PROPN
epaa-5845	624	2	rockoff	rockoff	NOUN
epaa-5845	624	3	,	,	PUNCT
epaa-5845	624	4	j.	j.	PROPN
epaa-5845	624	5	e.	e.	PROPN
epaa-5845	624	6	(	(	PUNCT
epaa-5845	624	7	2004	2004	NUM
epaa-5845	624	8	)	)	PUNCT
epaa-5845	624	9	.	.	PUNCT
epaa-5845	625	1	the	the	DET
epaa-5845	625	2	impact	impact	NOUN
epaa-5845	625	3	of	of	ADP
epaa-5845	625	4	individual	individual	ADJ
epaa-5845	625	5	teachers	teacher	NOUN
epaa-5845	625	6	on	on	ADP
epaa-5845	625	7	student	student	NOUN
epaa-5845	625	8	achievement	achievement	NOUN
epaa-5845	625	9	:	:	PUNCT
epaa-5845	625	10	evidence	evidence	NOUN
epaa-5845	625	11	from	from	ADP
epaa-5845	625	12	panel	panel	NOUN
epaa-5845	625	13	data	datum	NOUN
epaa-5845	625	14	.	.	PUNCT
epaa-5845	626	1	american	american	PROPN
epaa-5845	626	2	economic	economic	PROPN
epaa-5845	626	3	review	review	PROPN
epaa-5845	626	4	,	,	PUNCT
epaa-5845	626	5	94(2	94(2	NOUN
epaa-5845	626	6	)	)	PUNCT
epaa-5845	626	7	,	,	PUNCT
epaa-5845	626	8	247	247	NUM
epaa-5845	626	9	-	-	SYM
epaa-5845	626	10	252	252	NUM
epaa-5845	626	11	.	.	PUNCT
epaa-5845	626	12	https://www.aeaweb.org/articles?id=10.1257/0002828041302244	https://www.aeaweb.org/articles?id=10.1257/0002828041302244	PROPN
epaa-5845	626	13	rosovsky	rosovsky	PROPN
epaa-5845	626	14	h.	h.	PROPN
epaa-5845	626	15	,	,	PUNCT
epaa-5845	626	16	&	&	CCONJ
epaa-5845	626	17	hartley	hartley	PROPN
epaa-5845	626	18	,	,	PUNCT
epaa-5845	626	19	m.	m.	NOUN
epaa-5845	626	20	(	(	PUNCT
epaa-5845	626	21	2002	2002	NUM
epaa-5845	626	22	)	)	PUNCT
epaa-5845	626	23	.	.	PUNCT
epaa-5845	627	1	evaluation	evaluation	NOUN
epaa-5845	627	2	and	and	CCONJ
epaa-5845	627	3	the	the	DET
epaa-5845	627	4	academy	academy	NOUN
epaa-5845	627	5	:	:	PUNCT
epaa-5845	627	6	are	be	AUX
epaa-5845	627	7	we	we	PRON
epaa-5845	627	8	doing	do	VERB
epaa-5845	627	9	the	the	DET
epaa-5845	627	10	right	right	ADJ
epaa-5845	627	11	thing	thing	NOUN
epaa-5845	627	12	?	?	PUNCT
epaa-5845	628	1	grade	grade	NOUN
epaa-5845	628	2	inflation	inflation	NOUN
epaa-5845	628	3	and	and	CCONJ
epaa-5845	628	4	letters	letter	NOUN
epaa-5845	628	5	of	of	ADP
epaa-5845	628	6	recommendation	recommendation	NOUN
epaa-5845	628	7	.	.	PUNCT
epaa-5845	629	1	american	american	PROPN
epaa-5845	629	2	academy	academy	PROPN
epaa-5845	629	3	of	of	ADP
epaa-5845	629	4	arts	art	NOUN
epaa-5845	629	5	and	and	CCONJ
epaa-5845	629	6	sciences	sciences	PROPN
epaa-5845	629	7	.	.	PUNCT
epaa-5845	630	1	sabot	sabot	PROPN
epaa-5845	630	2	,	,	PUNCT
epaa-5845	630	3	r.	r.	PROPN
epaa-5845	630	4	,	,	PUNCT
epaa-5845	630	5	&	&	CCONJ
epaa-5845	630	6	wakeman	wakeman	PROPN
epaa-5845	630	7	-	-	PUNCT
epaa-5845	630	8	linn	linn	PROPN
epaa-5845	630	9	,	,	PUNCT
epaa-5845	630	10	j.	j.	PROPN
epaa-5845	630	11	(	(	PUNCT
epaa-5845	630	12	1991	1991	NUM
epaa-5845	630	13	)	)	PUNCT
epaa-5845	630	14	.	.	PUNCT
epaa-5845	631	1	grade	grade	NOUN
epaa-5845	631	2	inflation	inflation	NOUN
epaa-5845	631	3	and	and	CCONJ
epaa-5845	631	4	course	course	NOUN
epaa-5845	631	5	choice	choice	NOUN
epaa-5845	631	6	.	.	PUNCT
epaa-5845	632	1	journal	journal	NOUN
epaa-5845	632	2	of	of	ADP
epaa-5845	632	3	economic	economic	ADJ
epaa-5845	632	4	perspectives	perspective	NOUN
epaa-5845	632	5	,	,	PUNCT
epaa-5845	632	6	5(1	5(1	NUM
epaa-5845	632	7	)	)	PUNCT
epaa-5845	632	8	,	,	PUNCT
epaa-5845	632	9	159	159	NUM
epaa-5845	632	10	-	-	SYM
epaa-5845	632	11	170	170	NUM
epaa-5845	632	12	.	.	PUNCT
epaa-5845	633	1	https://www.aeaweb.org/articles?id=10.1257/jep.5.1.159	https://www.aeaweb.org/articles?id=10.1257/jep.5.1.159	PROPN
epaa-5845	633	2	stinebrickner	stinebrickner	PROPN
epaa-5845	633	3	,	,	PUNCT
epaa-5845	633	4	r.	r.	PROPN
epaa-5845	633	5	,	,	PUNCT
epaa-5845	633	6	&	&	CCONJ
epaa-5845	633	7	stinebrickner	stinebrickner	PROPN
epaa-5845	633	8	,	,	PUNCT
epaa-5845	633	9	t.	t.	PROPN
epaa-5845	633	10	r.	r.	PROPN
epaa-5845	633	11	(	(	PUNCT
epaa-5845	633	12	2008	2008	NUM
epaa-5845	633	13	)	)	PUNCT
epaa-5845	633	14	.	.	PUNCT
epaa-5845	634	1	the	the	DET
epaa-5845	634	2	causal	causal	ADJ
epaa-5845	634	3	effect	effect	NOUN
epaa-5845	634	4	of	of	ADP
epaa-5845	634	5	studying	study	VERB
epaa-5845	634	6	on	on	ADP
epaa-5845	634	7	academic	academic	ADJ
epaa-5845	634	8	performance	performance	NOUN
epaa-5845	634	9	.	.	PUNCT
epaa-5845	635	1	the	the	DET
epaa-5845	635	2	b.	b.	PROPN
epaa-5845	635	3	e.	e.	PROPN
epaa-5845	635	4	journal	journal	PROPN
epaa-5845	635	5	of	of	ADP
epaa-5845	635	6	economic	economic	ADJ
epaa-5845	635	7	analysis	analysis	NOUN
epaa-5845	635	8	and	and	CCONJ
epaa-5845	635	9	policy	policy	NOUN
epaa-5845	635	10	,	,	PUNCT
epaa-5845	635	11	8	8	NUM
epaa-5845	635	12	,	,	PUNCT
epaa-5845	635	13	1	1	NUM
epaa-5845	635	14	-	-	SYM
epaa-5845	635	15	53	53	NUM
epaa-5845	635	16	.	.	PUNCT
epaa-5845	636	1	https://doi.org/10.2202/1935-1682.1868	https://doi.org/10.2202/1935-1682.1868	PROPN
epaa-5845	636	2	watts	watts	PROPN
epaa-5845	636	3	,	,	PUNCT
epaa-5845	636	4	l.	l.	PROPN
epaa-5845	636	5	k.	k.	PROPN
epaa-5845	636	6	,	,	PUNCT
epaa-5845	636	7	&	&	CCONJ
epaa-5845	636	8	winters	winters	PROPN
epaa-5845	636	9	,	,	PUNCT
epaa-5845	636	10	r.	r.	PROPN
epaa-5845	636	11	(	(	PUNCT
epaa-5845	636	12	2016	2016	NUM
epaa-5845	636	13	)	)	PUNCT
epaa-5845	636	14	.	.	PUNCT
epaa-5845	637	1	examining	examine	VERB
epaa-5845	637	2	grade	grade	NOUN
epaa-5845	637	3	inflation	inflation	NOUN
epaa-5845	637	4	and	and	CCONJ
epaa-5845	637	5	considerations	consideration	NOUN
epaa-5845	637	6	for	for	ADP
epaa-5845	637	7	radiologic	radiologic	ADJ
epaa-5845	637	8	sciences	science	NOUN
epaa-5845	637	9	:	:	PUNCT
epaa-5845	637	10	a	a	DET
epaa-5845	637	11	literature	literature	NOUN
epaa-5845	637	12	review	review	NOUN
epaa-5845	637	13	.	.	PUNCT
epaa-5845	638	1	journal	journal	PROPN
epaa-5845	638	2	of	of	ADP
epaa-5845	638	3	medical	medical	ADJ
epaa-5845	638	4	imaging	imaging	NOUN
epaa-5845	638	5	and	and	CCONJ
epaa-5845	638	6	radiation	radiation	NOUN
epaa-5845	638	7	sciences	science	NOUN
epaa-5845	638	8	,	,	PUNCT
epaa-5845	638	9	48(1	48(1	NOUN
epaa-5845	638	10	)	)	PUNCT
epaa-5845	638	11	,	,	PUNCT
epaa-5845	638	12	95	95	NUM
epaa-5845	638	13	-	-	SYM
epaa-5845	638	14	102	102	NUM
epaa-5845	638	15	.	.	PUNCT
epaa-5845	639	1	https://doi.org/10.1016/j.jmir.2016.08.002	https://doi.org/10.1016/j.jmir.2016.08.002	NUM
epaa-5845	639	2	weiss	weiss	PROPN
epaa-5845	639	3	,	,	PUNCT
epaa-5845	639	4	r.	r.	PROPN
epaa-5845	639	5	m.	m.	PROPN
epaa-5845	639	6	,	,	PUNCT
epaa-5845	639	7	&	&	CCONJ
epaa-5845	639	8	rasmussen	rasmussen	PROPN
epaa-5845	639	9	,	,	PUNCT
epaa-5845	639	10	g.	g.	PROPN
epaa-5845	639	11	(	(	PUNCT
epaa-5845	639	12	1960	1960	NUM
epaa-5845	639	13	)	)	PUNCT
epaa-5845	639	14	.	.	PUNCT
epaa-5845	640	1	grading	grade	VERB
epaa-5845	640	2	practices	practice	NOUN
epaa-5845	640	3	in	in	ADP
epaa-5845	640	4	undergraduate	undergraduate	ADJ
epaa-5845	640	5	education	education	NOUN
epaa-5845	640	6	courses	course	NOUN
epaa-5845	640	7	:	:	PUNCT
epaa-5845	640	8	are	be	AUX
epaa-5845	640	9	the	the	DET
epaa-5845	640	10	standards	standard	NOUN
epaa-5845	640	11	too	too	ADV
epaa-5845	640	12	low	low	ADJ
epaa-5845	640	13	?	?	PUNCT
epaa-5845	641	1	the	the	DET
epaa-5845	641	2	journal	journal	NOUN
epaa-5845	641	3	of	of	ADP
epaa-5845	641	4	higher	high	ADJ
epaa-5845	641	5	education	education	NOUN
epaa-5845	641	6	,	,	PUNCT
epaa-5845	641	7	31	31	NUM
epaa-5845	641	8	,	,	PUNCT
epaa-5845	641	9	143	143	NUM
epaa-5845	641	10	-	-	SYM
epaa-5845	641	11	149	149	NUM
epaa-5845	641	12	.	.	PUNCT
epaa-5845	642	1	https://doi.org/10.1080/00221546.1960.11777549	https://doi.org/10.1080/00221546.1960.11777549	PROPN
epaa-5845	642	2	https://doi.org/10.14507/epaa.v19n23.2011	https://doi.org/10.14507/epaa.v19n23.2011	PROPN
epaa-5845	642	3	https://doi.org/10.1016/j.econ.2017.10.004	https://doi.org/10.1016/j.econ.2017.10.004	PROPN
epaa-5845	642	4	https://www.jstor.org/stable/23271209	https://www.jstor.org/stable/23271209	VERB
epaa-5845	642	5	https://doi.org/10.1080/09645290903109444	https://doi.org/10.1080/09645290903109444	ADJ
epaa-5845	642	6	https://doi.org/10.14507/epaa.v7n30.1999	https://doi.org/10.14507/epaa.v7n30.1999	PROPN
epaa-5845	642	7	https://doi.org/10.1111/j.1468-0262.2005.00584.x	https://doi.org/10.1111/j.1468-0262.2005.00584.x	PROPN
epaa-5845	642	8	https://www.aeaweb.org/articles?id=10.1257/0002828041302244	https://www.aeaweb.org/articles?id=10.1257/0002828041302244	NOUN
epaa-5845	642	9	https://www.aeaweb.org/articles?id=10.1257/jep.5.1.159	https://www.aeaweb.org/articles?id=10.1257/jep.5.1.159	PROPN
epaa-5845	642	10	https://doi.org/10.2202/1935-1682.1868	https://doi.org/10.2202/1935-1682.1868	VERB
epaa-5845	642	11	https://doi.org/10.1016/j.jmir.2016.08.002	https://doi.org/10.1016/j.jmir.2016.08.002	PRON
epaa-5845	642	12	https://doi.org/10.1080/00221546.1960.11777549	https://doi.org/10.1080/00221546.1960.11777549	NOUN
epaa-5845	642	13	education	education	NOUN
epaa-5845	642	14	policy	policy	NOUN
epaa-5845	642	15	analysis	analysis	NOUN
epaa-5845	642	16	archives	archive	NOUN
epaa-5845	642	17	vol	vol	NOUN
epaa-5845	642	18	.	.	PROPN
epaa-5845	643	1	29	29	NUM
epaa-5845	644	1	no	no	NOUN
epaa-5845	644	2	.	.	PUNCT
epaa-5845	645	1	57	57	NUM
epaa-5845	645	2	28	28	NUM
epaa-5845	645	3	appendix	appendix	ADJ
epaa-5845	645	4	table	table	NOUN
epaa-5845	645	5	a1	a1	NOUN
epaa-5845	645	6	descriptive	descriptive	ADJ
epaa-5845	645	7	statistics	statistic	NOUN
epaa-5845	645	8	(	(	PUNCT
epaa-5845	645	9	panel	panel	NOUN
epaa-5845	645	10	data	datum	NOUN
epaa-5845	645	11	)	)	PUNCT
epaa-5845	645	12	dummy	dummy	ADJ
epaa-5845	645	13	variables	variable	NOUN
epaa-5845	645	14	variable	variable	ADJ
epaa-5845	645	15	mean	mean	VERB
epaa-5845	645	16	variable	variable	ADJ
epaa-5845	645	17	mean	mean	NOUN
epaa-5845	645	18	variable	variable	ADJ
epaa-5845	645	19	mean	mean	NOUN
epaa-5845	645	20	accounting	account	VERB
epaa-5845	645	21	0.0539	0.0539	NUM
epaa-5845	645	22	(	(	PUNCT
epaa-5845	645	23	0.2259	0.2259	NUM
epaa-5845	645	24	)	)	PUNCT
epaa-5845	645	25	marketing	marketing	NOUN
epaa-5845	645	26	0.0125	0.0125	NUM
epaa-5845	645	27	(	(	PUNCT
epaa-5845	645	28	0.111	0.111	NUM
epaa-5845	645	29	)	)	PUNCT
epaa-5845	645	30	probation	probation	NOUN
epaa-5845	645	31	0.0854	0.0854	NUM
epaa-5845	645	32	(	(	PUNCT
epaa-5845	645	33	0.2794	0.2794	NUM
epaa-5845	645	34	)	)	PUNCT
epaa-5845	645	35	biology	biology	NOUN
epaa-5845	645	36	0.0515	0.0515	NUM
epaa-5845	645	37	(	(	PUNCT
epaa-5845	645	38	0.221	0.221	NUM
epaa-5845	645	39	)	)	PUNCT
epaa-5845	645	40	materials	material	NOUN
epaa-5845	645	41	management	management	NOUN
epaa-5845	645	42	0.0075	0.0075	NUM
epaa-5845	645	43	(	(	PUNCT
epaa-5845	645	44	0.0863	0.0863	NUM
epaa-5845	645	45	)	)	PUNCT
epaa-5845	645	46	tenure	tenure	NOUN
epaa-5845	645	47	0.6155	0.6155	NUM
epaa-5845	645	48	(	(	PUNCT
epaa-5845	645	49	0.4865	0.4865	NUM
epaa-5845	645	50	)	)	PUNCT
epaa-5845	645	51	chemistry	chemistry	NOUN
epaa-5845	645	52	0.0349	0.0349	NUM
epaa-5845	645	53	(	(	PUNCT
epaa-5845	645	54	0.1836	0.1836	NUM
epaa-5845	645	55	)	)	PUNCT
epaa-5845	645	56	mathematics	mathematic	NOUN
epaa-5845	645	57	0.1301	0.1301	NUM
epaa-5845	645	58	(	(	PUNCT
epaa-5845	645	59	0.3364	0.3364	NUM
epaa-5845	645	60	)	)	PUNCT
epaa-5845	645	61	class	class	NOUN
epaa-5845	645	62	size	size	NOUN
epaa-5845	645	63	1	1	NUM
epaa-5845	645	64	0.0598	0.0598	NUM
epaa-5845	645	65	(	(	PUNCT
epaa-5845	645	66	0.2372	0.2372	NUM
epaa-5845	645	67	)	)	PUNCT
epaa-5845	645	68	computer	computer	NOUN
epaa-5845	645	69	sciences	science	NOUN
epaa-5845	645	70	0.0633	0.0633	NUM
epaa-5845	645	71	(	(	PUNCT
epaa-5845	645	72	0.2436	0.2436	NUM
epaa-5845	645	73	)	)	PUNCT
epaa-5845	645	74	physical	physical	ADJ
epaa-5845	645	75	education	education	NOUN
epaa-5845	645	76	0.0375	0.0375	NUM
epaa-5845	645	77	(	(	PUNCT
epaa-5845	645	78	0.19	0.19	NUM
epaa-5845	645	79	)	)	PUNCT
epaa-5845	645	80	class	class	NOUN
epaa-5845	645	81	size	size	NOUN
epaa-5845	645	82	3	3	NUM
epaa-5845	645	83	0.2773	0.2773	NUM
epaa-5845	645	84	(	(	PUNCT
epaa-5845	645	85	0.4477	0.4477	NUM
epaa-5845	645	86	)	)	PUNCT
epaa-5845	645	87	econ	econ	PROPN
epaa-5845	645	88	/	/	SYM
epaa-5845	645	89	stat	stat	PROPN
epaa-5845	645	90	0.0277	0.0277	NUM
epaa-5845	645	91	(	(	PUNCT
epaa-5845	645	92	0.164	0.164	NUM
epaa-5845	645	93	)	)	PUNCT
epaa-5845	645	94	physics	physics	NOUN
epaa-5845	645	95	0.0294	0.0294	NUM
epaa-5845	645	96	(	(	PUNCT
epaa-5845	645	97	0.1689	0.1689	NUM
epaa-5845	645	98	)	)	PUNCT
epaa-5845	645	99	morning	morning	NOUN
epaa-5845	645	100	0.541	0.541	NUM
epaa-5845	645	101	(	(	PUNCT
epaa-5845	645	102	0.4983	0.4983	NUM
epaa-5845	645	103	)	)	PUNCT
epaa-5845	645	104	education	education	NOUN
epaa-5845	645	105	0.0595	0.0595	NUM
epaa-5845	645	106	(	(	PUNCT
epaa-5845	645	107	0.2366	0.2366	NUM
epaa-5845	645	108	)	)	PUNCT
epaa-5845	645	109	office	office	NOUN
epaa-5845	645	110	systems	system	NOUN
epaa-5845	645	111	0.0381	0.0381	NUM
epaa-5845	645	112	(	(	PUNCT
epaa-5845	645	113	0.1914	0.1914	NUM
epaa-5845	645	114	)	)	PUNCT
epaa-5845	645	115	night	night	NOUN
epaa-5845	645	116	0.0927	0.0927	NUM
epaa-5845	645	117	(	(	PUNCT
epaa-5845	645	118	0.29	0.29	NUM
epaa-5845	645	119	)	)	PUNCT
epaa-5845	645	120	electronic	electronic	ADJ
epaa-5845	645	121	0.0587	0.0587	NUM
epaa-5845	645	122	(	(	PUNCT
epaa-5845	645	123	0.2351	0.2351	NUM
epaa-5845	645	124	)	)	PUNCT
epaa-5845	645	125	social	social	ADJ
epaa-5845	645	126	sciences	science	NOUN
epaa-5845	645	127	0.0615	0.0615	NUM
epaa-5845	645	128	(	(	PUNCT
epaa-5845	645	129	0.2403	0.2403	NUM
epaa-5845	645	130	)	)	PUNCT
epaa-5845	645	131	summer	summer	NOUN
epaa-5845	645	132	0.0156	0.0156	NUM
epaa-5845	645	133	(	(	PUNCT
epaa-5845	645	134	0.1241	0.1241	NUM
epaa-5845	645	135	)	)	PUNCT
epaa-5845	645	136	engineering	engineering	NOUN
epaa-5845	645	137	technologies	technology	NOUN
epaa-5845	645	138	0.0285	0.0285	NUM
epaa-5845	645	139	(	(	PUNCT
epaa-5845	645	140	0.1663	0.1663	NUM
epaa-5845	645	141	)	)	PUNCT
epaa-5845	645	142	spanish	spanish	NOUN
epaa-5845	645	143	0.0682	0.0682	NUM
epaa-5845	645	144	(	(	PUNCT
epaa-5845	645	145	0.2521	0.2521	NUM
epaa-5845	645	146	)	)	PUNCT
epaa-5845	645	147	set	set	VERB
epaa-5845	645	148	0.1465	0.1465	NUM
epaa-5845	645	149	(	(	PUNCT
epaa-5845	645	150	0.3536	0.3536	NUM
epaa-5845	645	151	)	)	PUNCT
epaa-5845	645	152	engineering	engineering	NOUN
epaa-5845	645	153	transfers	transfer	NOUN
epaa-5845	645	154	0.01	0.01	NUM
epaa-5845	645	155	(	(	PUNCT
epaa-5845	645	156	0.0994	0.0994	NUM
epaa-5845	645	157	)	)	PUNCT
epaa-5845	645	158	female	female	ADJ
epaa-5845	645	159	faculty	faculty	NOUN
epaa-5845	645	160	0.5285	0.5285	NUM
epaa-5845	645	161	(	(	PUNCT
epaa-5845	645	162	0.4992	0.4992	NUM
epaa-5845	645	163	)	)	PUNCT
epaa-5845	645	164	monday	monday	PROPN
epaa-5845	645	165	to	to	ADP
epaa-5845	645	166	friday	friday	PROPN
epaa-5845	645	167	0.017	0.017	NUM
epaa-5845	645	168	(	(	PUNCT
epaa-5845	645	169	0.1292	0.1292	NUM
epaa-5845	645	170	)	)	PUNCT
epaa-5845	645	171	english	english	NOUN
epaa-5845	645	172	0.0994	0.0994	NUM
epaa-5845	645	173	(	(	PUNCT
epaa-5845	645	174	0.2992	0.2992	NUM
epaa-5845	645	175	)	)	PUNCT
epaa-5845	645	176	doctorate	doctorate	NOUN
epaa-5845	645	177	0.2545	0.2545	NUM
epaa-5845	645	178	(	(	PUNCT
epaa-5845	645	179	0.4356	0.4356	NUM
epaa-5845	645	180	)	)	PUNCT
epaa-5845	645	181	monday	monday	PROPN
epaa-5845	645	182	&	&	CCONJ
epaa-5845	645	183	wednesday	wednesday	PROPN
epaa-5845	645	184	0.3181	0.3181	NUM
epaa-5845	645	185	(	(	PUNCT
epaa-5845	645	186	0.4658	0.4658	NUM
epaa-5845	645	187	)	)	PUNCT
epaa-5845	645	188	finance	finance	NOUN
epaa-5845	645	189	0.0183	0.0183	NUM
epaa-5845	645	190	(	(	PUNCT
epaa-5845	645	191	0.1341	0.1341	NUM
epaa-5845	645	192	)	)	PUNCT
epaa-5845	645	193	assistant	assistant	NOUN
epaa-5845	645	194	0.2256	0.2256	NUM
epaa-5845	645	195	(	(	PUNCT
epaa-5845	645	196	0.418	0.418	NUM
epaa-5845	645	197	)	)	PUNCT
epaa-5845	645	198	tuesday	tuesday	PROPN
epaa-5845	645	199	&	&	CCONJ
epaa-5845	645	200	thursday	thursday	PROPN
epaa-5845	645	201	0.3671	0.3671	NUM
epaa-5845	645	202	(	(	PUNCT
epaa-5845	645	203	0.482	0.482	NUM
epaa-5845	645	204	)	)	PUNCT
epaa-5845	645	205	humanities	humanity	NOUN
epaa-5845	645	206	0.0758	0.0758	NUM
epaa-5845	645	207	(	(	PUNCT
epaa-5845	645	208	0.2647	0.2647	NUM
epaa-5845	645	209	)	)	PUNCT
epaa-5845	645	210	associate	associate	NOUN
epaa-5845	645	211	0.2149	0.2149	NUM
epaa-5845	645	212	(	(	PUNCT
epaa-5845	645	213	0.4107	0.4107	NUM
epaa-5845	645	214	)	)	PUNCT
epaa-5845	645	215	m	m	PROPN
epaa-5845	645	216	/	/	SYM
epaa-5845	645	217	t	t	PROPN
epaa-5845	645	218	/	/	SYM
epaa-5845	645	219	w	w	NOUN
epaa-5845	645	220	0.1625	0.1625	NUM
epaa-5845	645	221	(	(	PUNCT
epaa-5845	645	222	0.3689	0.3689	NUM
epaa-5845	645	223	)	)	PUNCT
epaa-5845	645	224	management	management	NOUN
epaa-5845	645	225	0.0337	0.0337	NUM
epaa-5845	645	226	(	(	PUNCT
epaa-5845	645	227	0.1804	0.1804	NUM
epaa-5845	645	228	)	)	PUNCT
epaa-5845	645	229	professor	professor	NOUN
epaa-5845	645	230	0.2269	0.2269	NUM
epaa-5845	645	231	(	(	PUNCT
epaa-5845	645	232	0.4188	0.4188	NUM
epaa-5845	645	233	)	)	PUNCT
epaa-5845	645	234	m	m	PROPN
epaa-5845	645	235	/	/	SYM
epaa-5845	645	236	t	t	PROPN
epaa-5845	645	237	/	/	SYM
epaa-5845	645	238	w	w	PROPN
epaa-5845	645	239	/	/	SYM
epaa-5845	645	240	th	th	PROPN
epaa-5845	645	241	0.01	0.01	NUM
epaa-5845	645	242	(	(	PUNCT
epaa-5845	645	243	0.0777	0.0777	NUM
epaa-5845	645	244	)	)	PUNCT
epaa-5845	645	245	semi	semi	ADJ
epaa-5845	645	246	-	-	ADJ
epaa-5845	645	247	continuous	continuous	ADJ
epaa-5845	645	248	variables	variable	NOUN
epaa-5845	645	249	variable	variable	ADJ
epaa-5845	645	250	description	description	NOUN
epaa-5845	645	251	mean	mean	VERB
epaa-5845	646	1	std	std	PROPN
epaa-5845	646	2	.	.	PROPN
epaa-5845	646	3	dev	dev	PROPN
epaa-5845	646	4	.	.	PUNCT
epaa-5845	647	1	min	min	PROPN
epaa-5845	647	2	max	max	PROPN
epaa-5845	647	3	pws	pws	NOUN
epaa-5845	647	4	proportion	proportion	NOUN
epaa-5845	647	5	of	of	ADP
epaa-5845	647	6	course	course	NOUN
epaa-5845	647	7	withdrawals	withdrawal	VERB
epaa-5845	647	8	10.89	10.89	NUM
epaa-5845	647	9	12.72	12.72	NUM
epaa-5845	647	10	0	0	NUM
epaa-5845	647	11	92.86	92.86	NUM
epaa-5845	647	12	gpa	gpa	PROPN
epaa-5845	647	13	grade	grade	NOUN
epaa-5845	647	14	point	point	NOUN
epaa-5845	647	15	average	average	ADJ
epaa-5845	647	16	2.72	2.72	NUM
epaa-5845	647	17	0.7169	0.7169	NUM
epaa-5845	647	18	0	0	NUM
epaa-5845	647	19	4.00	4.00	NUM
epaa-5845	647	20	age	age	NOUN
epaa-5845	647	21	professor	professor	NOUN
epaa-5845	647	22	’s	’s	PART
epaa-5845	647	23	age	age	NOUN
epaa-5845	647	24	(	(	PUNCT
epaa-5845	647	25	years	year	NOUN
epaa-5845	647	26	)	)	PUNCT
epaa-5845	647	27	47.63	47.63	NUM
epaa-5845	647	28	9.64	9.64	NUM
epaa-5845	647	29	23	23	NUM
epaa-5845	647	30	76	76	NUM
epaa-5845	647	31	gai	gai	NOUN
epaa-5845	647	32	general	general	ADJ
epaa-5845	647	33	application	application	NOUN
epaa-5845	647	34	index	index	NOUN
epaa-5845	647	35	285	285	NUM
epaa-5845	647	36	23.03	23.03	NUM
epaa-5845	647	37	174	174	NUM
epaa-5845	647	38	372	372	NUM
epaa-5845	647	39	gai	gai	NOUN
epaa-5845	647	40	variance	variance	NOUN
epaa-5845	647	41	gai	gai	NOUN
epaa-5845	647	42	distribution	distribution	NOUN
epaa-5845	647	43	variance	variance	NOUN
epaa-5845	647	44	795.2	795.2	NUM
epaa-5845	647	45	686	686	NUM
epaa-5845	647	46	0	0	NUM
epaa-5845	647	47	20,031	20,031	NUM
epaa-5845	647	48	fsp	fsp	PROPN
epaa-5845	647	49	female	female	ADJ
epaa-5845	647	50	students	student	NOUN
epaa-5845	647	51	proportion	proportion	NOUN
epaa-5845	647	52	0.5329	0.5329	NUM
epaa-5845	647	53	0.2662	0.2662	NUM
epaa-5845	647	54	0	0	SYM
epaa-5845	647	55	1	1	NUM
epaa-5845	647	56	phssp	phssp	NOUN
epaa-5845	647	57	private	private	ADJ
epaa-5845	647	58	hs	hs	NOUN
epaa-5845	647	59	proportion	proportion	NOUN
epaa-5845	647	60	0.4722	0.4722	NUM
epaa-5845	647	61	0.1622	0.1622	NUM
epaa-5845	647	62	0	0	NUM
epaa-5845	647	63	1	1	NUM
epaa-5845	647	64	note	note	NOUN
epaa-5845	647	65	:	:	PUNCT
epaa-5845	647	66	for	for	ADP
epaa-5845	647	67	all	all	DET
epaa-5845	647	68	dummies	dummy	NOUN
epaa-5845	647	69	,	,	PUNCT
epaa-5845	647	70	standard	standard	ADJ
epaa-5845	647	71	deviations	deviation	NOUN
epaa-5845	647	72	are	be	AUX
epaa-5845	647	73	reported	report	VERB
epaa-5845	647	74	in	in	ADP
epaa-5845	647	75	parentheses	parenthesis	NOUN
epaa-5845	647	76	,	,	PUNCT
epaa-5845	647	77	max	max	PROPN
epaa-5845	647	78	=	=	SYM
epaa-5845	647	79	1	1	NUM
epaa-5845	647	80	and	and	CCONJ
epaa-5845	647	81	min	min	NOUN
epaa-5845	647	82	.	.	PUNCT
epaa-5845	647	83	=	=	SYM
epaa-5845	648	1	0	0	X
epaa-5845	648	2	.	.	PUNCT
epaa-5845	649	1	taxonomy	taxonomy	NOUN
epaa-5845	649	2	of	of	ADP
epaa-5845	649	3	grading	grade	VERB
epaa-5845	649	4	practices	practice	NOUN
epaa-5845	649	5	in	in	ADP
epaa-5845	649	6	the	the	DET
epaa-5845	649	7	university	university	NOUN
epaa-5845	649	8	of	of	ADP
epaa-5845	649	9	puerto	puerto	PROPN
epaa-5845	649	10	rico	rico	PROPN
epaa-5845	649	11	at	at	ADP
epaa-5845	649	12	bayamón	bayamón	NOUN
epaa-5845	649	13	,	,	PUNCT
epaa-5845	649	14	1995	1995	NUM
epaa-5845	649	15	-	-	SYM
epaa-5845	649	16	96	96	NUM
epaa-5845	649	17	to	to	ADP
epaa-5845	649	18	2015	2015	NUM
epaa-5845	649	19	-16	-16	SYM
epaa-5845	649	20	29	29	NUM
epaa-5845	649	21	table	table	NOUN
epaa-5845	649	22	a2	a2	NOUN
epaa-5845	649	23	academic	academic	ADJ
epaa-5845	649	24	fields	field	NOUN
epaa-5845	649	25	by	by	ADP
epaa-5845	649	26	academic	academic	ADJ
epaa-5845	649	27	departments	department	NOUN
epaa-5845	649	28	at	at	ADP
epaa-5845	649	29	upr	upr	NOUN
epaa-5845	649	30	-	-	PUNCT
epaa-5845	649	31	bayamón	bayamón	ADJ
epaa-5845	649	32	academic	academic	ADJ
epaa-5845	649	33	departments	department	NOUN
epaa-5845	649	34	commentaries	commentary	NOUN
epaa-5845	649	35	…	…	PUNCT
epaa-5845	649	36	academic	academic	ADJ
epaa-5845	649	37	fields	field	NOUN
epaa-5845	649	38	1	1	NUM
epaa-5845	649	39	)	)	PUNCT
epaa-5845	649	40	business	business	NOUN
epaa-5845	649	41	administration	administration	NOUN
epaa-5845	649	42	accredited	accredit	VERB
epaa-5845	649	43	by	by	ADP
epaa-5845	649	44	the	the	DET
epaa-5845	649	45	accreditation	accreditation	NOUN
epaa-5845	649	46	council	council	NOUN
epaa-5845	649	47	for	for	ADP
epaa-5845	649	48	business	business	NOUN
epaa-5845	649	49	schools	school	NOUN
epaa-5845	649	50	and	and	CCONJ
epaa-5845	649	51	programs	program	NOUN
epaa-5845	649	52	(	(	PUNCT
epaa-5845	649	53	acbsp	acbsp	NOUN
epaa-5845	649	54	)	)	PUNCT
epaa-5845	649	55	since	since	SCONJ
epaa-5845	649	56	2009	2009	NUM
epaa-5845	649	57	,	,	PUNCT
epaa-5845	649	58	the	the	DET
epaa-5845	649	59	departments	department	NOUN
epaa-5845	649	60	grants	grant	VERB
epaa-5845	649	61	bachelor	bachelor	PROPN
epaa-5845	649	62	’s	’s	PART
epaa-5845	649	63	degree	degree	NOUN
epaa-5845	649	64	(	(	PUNCT
epaa-5845	649	65	bba	bba	NOUN
epaa-5845	649	66	)	)	PUNCT
epaa-5845	649	67	in	in	ADP
epaa-5845	649	68	accounting	accounting	NOUN
epaa-5845	649	69	,	,	PUNCT
epaa-5845	649	70	finance	finance	NOUN
epaa-5845	649	71	,	,	PUNCT
epaa-5845	649	72	management	management	NOUN
epaa-5845	649	73	,	,	PUNCT
epaa-5845	649	74	and	and	CCONJ
epaa-5845	649	75	marketing	marketing	NOUN
epaa-5845	649	76	.	.	PUNCT
epaa-5845	650	1	furthermore	furthermore	ADV
epaa-5845	650	2	,	,	PUNCT
epaa-5845	650	3	it	it	PRON
epaa-5845	650	4	provides	provide	VERB
epaa-5845	650	5	service	service	NOUN
epaa-5845	650	6	courses	course	NOUN
epaa-5845	650	7	for	for	ADP
epaa-5845	650	8	other	other	ADJ
epaa-5845	650	9	academic	academic	ADJ
epaa-5845	650	10	departments	department	NOUN
epaa-5845	650	11	.	.	PUNCT
epaa-5845	651	1	the	the	DET
epaa-5845	651	2	department	department	NOUN
epaa-5845	651	3	offers	offer	VERB
epaa-5845	651	4	two	two	NUM
epaa-5845	651	5	sequencies	sequencie	NOUN
epaa-5845	651	6	of	of	ADP
epaa-5845	651	7	two	two	NUM
epaa-5845	651	8	courses	course	NOUN
epaa-5845	651	9	of	of	ADP
epaa-5845	651	10	economics	economic	NOUN
epaa-5845	651	11	and	and	CCONJ
epaa-5845	651	12	statistics	statistic	NOUN
epaa-5845	651	13	that	that	PRON
epaa-5845	651	14	are	be	AUX
epaa-5845	651	15	required	require	VERB
epaa-5845	651	16	for	for	ADP
epaa-5845	651	17	all	all	DET
epaa-5845	651	18	admitted	admit	VERB
epaa-5845	651	19	students	student	NOUN
epaa-5845	651	20	.	.	PUNCT
epaa-5845	652	1	these	these	DET
epaa-5845	652	2	four	four	NUM
epaa-5845	652	3	courses	course	NOUN
epaa-5845	652	4	comprise	comprise	VERB
epaa-5845	652	5	the	the	DET
epaa-5845	652	6	cluster	cluster	NOUN
epaa-5845	652	7	referred	refer	VERB
epaa-5845	652	8	to	to	ADP
epaa-5845	652	9	as	as	ADP
epaa-5845	652	10	econ	econ	NOUN
epaa-5845	652	11	/	/	SYM
epaa-5845	652	12	stat	stat	NOUN
epaa-5845	652	13	.	.	PUNCT
epaa-5845	653	1	1	1	X
epaa-5845	653	2	)	)	PUNCT
epaa-5845	653	3	accounting	account	VERB
epaa-5845	653	4	2	2	NUM
epaa-5845	653	5	)	)	PUNCT
epaa-5845	653	6	finance	finance	NOUN
epaa-5845	653	7	3	3	NUM
epaa-5845	653	8	)	)	PUNCT
epaa-5845	653	9	management	management	NOUN
epaa-5845	653	10	4	4	NUM
epaa-5845	653	11	)	)	PUNCT
epaa-5845	653	12	marketing	market	VERB
epaa-5845	653	13	5	5	NUM
epaa-5845	653	14	)	)	PUNCT
epaa-5845	653	15	econ	econ	PROPN
epaa-5845	653	16	/	/	SYM
epaa-5845	653	17	stat	stat	PROPN
epaa-5845	653	18	2	2	NUM
epaa-5845	653	19	)	)	PUNCT
epaa-5845	653	20	adapted	adapt	VERB
epaa-5845	653	21	physical	physical	ADJ
epaa-5845	653	22	education	education	NOUN
epaa-5845	653	23	accredited	accredit	VERB
epaa-5845	653	24	by	by	ADP
epaa-5845	653	25	the	the	DET
epaa-5845	653	26	national	national	PROPN
epaa-5845	653	27	council	council	PROPN
epaa-5845	653	28	for	for	ADP
epaa-5845	653	29	accreditation	accreditation	NOUN
epaa-5845	653	30	of	of	ADP
epaa-5845	653	31	teacher	teacher	NOUN
epaa-5845	653	32	education	education	NOUN
epaa-5845	653	33	(	(	PUNCT
epaa-5845	653	34	ncate	ncate	ADJ
epaa-5845	653	35	)	)	PUNCT
epaa-5845	653	36	,	,	PUNCT
epaa-5845	653	37	the	the	DET
epaa-5845	653	38	department	department	NOUN
epaa-5845	653	39	grants	grant	VERB
epaa-5845	653	40	the	the	DET
epaa-5845	653	41	bachelor	bachelor	NOUN
epaa-5845	653	42	’s	’s	PART
epaa-5845	653	43	degree	degree	NOUN
epaa-5845	653	44	in	in	ADP
epaa-5845	653	45	special	special	ADJ
epaa-5845	653	46	and	and	CCONJ
epaa-5845	653	47	elementary	elementary	ADJ
epaa-5845	653	48	physical	physical	ADJ
epaa-5845	653	49	education	education	NOUN
epaa-5845	653	50	.	.	PUNCT
epaa-5845	654	1	6	6	X
epaa-5845	654	2	)	)	PUNCT
epaa-5845	654	3	physical	physical	ADJ
epaa-5845	654	4	education	education	NOUN
epaa-5845	654	5	3	3	NUM
epaa-5845	654	6	)	)	PUNCT
epaa-5845	654	7	pedagogy	pedagogy	NOUN
epaa-5845	654	8	accredited	accredit	VERB
epaa-5845	654	9	by	by	ADP
epaa-5845	654	10	the	the	DET
epaa-5845	654	11	ncate	ncate	ADJ
epaa-5845	654	12	,	,	PUNCT
epaa-5845	654	13	the	the	DET
epaa-5845	654	14	department	department	NOUN
epaa-5845	654	15	grants	grant	VERB
epaa-5845	654	16	the	the	DET
epaa-5845	654	17	bachelor	bachelor	NOUN
epaa-5845	654	18	’s	’s	PART
epaa-5845	654	19	degree	degree	NOUN
epaa-5845	654	20	in	in	ADP
epaa-5845	654	21	preschool	preschool	ADJ
epaa-5845	654	22	and	and	CCONJ
epaa-5845	654	23	elementary	elementary	ADJ
epaa-5845	654	24	education	education	NOUN
epaa-5845	654	25	.	.	PUNCT
epaa-5845	655	1	7	7	X
epaa-5845	655	2	)	)	PUNCT
epaa-5845	655	3	education	education	NOUN
epaa-5845	655	4	4	4	NUM
epaa-5845	655	5	)	)	PUNCT
epaa-5845	655	6	electronics	electronic	NOUN
epaa-5845	655	7	accredited	accredit	VERB
epaa-5845	655	8	by	by	ADP
epaa-5845	655	9	the	the	DET
epaa-5845	655	10	engineering	engineering	NOUN
epaa-5845	655	11	technology	technology	NOUN
epaa-5845	655	12	accreditation	accreditation	NOUN
epaa-5845	655	13	commission	commission	NOUN
epaa-5845	655	14	(	(	PUNCT
epaa-5845	655	15	abet	abet	PROPN
epaa-5845	655	16	)	)	PUNCT
epaa-5845	656	1	,	,	PUNCT
epaa-5845	656	2	the	the	DET
epaa-5845	656	3	department	department	NOUN
epaa-5845	656	4	grants	grant	VERB
epaa-5845	656	5	bachelor	bachelor	PROPN
epaa-5845	656	6	’s	’s	PART
epaa-5845	656	7	and	and	CCONJ
epaa-5845	656	8	associated	associated	ADJ
epaa-5845	656	9	degrees	degree	NOUN
epaa-5845	656	10	in	in	ADP
epaa-5845	656	11	electronics	electronic	NOUN
epaa-5845	656	12	.	.	PUNCT
epaa-5845	657	1	8)	8)	NUM
epaa-5845	657	2	electronics	electronic	NOUN
epaa-5845	657	3	5	5	NUM
epaa-5845	657	4	)	)	PUNCT
epaa-5845	657	5	computer	computer	NOUN
epaa-5845	657	6	sciences	science	NOUN
epaa-5845	657	7	accredited	accredit	VERB
epaa-5845	657	8	by	by	ADP
epaa-5845	657	9	the	the	DET
epaa-5845	657	10	computing	computing	NOUN
epaa-5845	657	11	accreditation	accreditation	NOUN
epaa-5845	657	12	commission	commission	NOUN
epaa-5845	657	13	of	of	ADP
epaa-5845	657	14	abet	abet	PROPN
epaa-5845	657	15	,	,	PUNCT
epaa-5845	657	16	the	the	DET
epaa-5845	657	17	department	department	NOUN
epaa-5845	657	18	grants	grant	VERB
epaa-5845	657	19	the	the	DET
epaa-5845	657	20	bachelor	bachelor	NOUN
epaa-5845	657	21	’s	’s	PART
epaa-5845	657	22	degree	degree	NOUN
epaa-5845	657	23	in	in	ADP
epaa-5845	657	24	computer	computer	NOUN
epaa-5845	657	25	sciences	science	NOUN
epaa-5845	657	26	.	.	PUNCT
epaa-5845	658	1	9	9	X
epaa-5845	658	2	)	)	PUNCT
epaa-5845	658	3	computer	computer	NOUN
epaa-5845	658	4	sciences	science	NOUN
epaa-5845	658	5	6	6	NUM
epaa-5845	658	6	)	)	PUNCT
epaa-5845	658	7	biology	biology	NOUN
epaa-5845	658	8	the	the	DET
epaa-5845	658	9	department	department	NOUN
epaa-5845	658	10	grants	grant	VERB
epaa-5845	658	11	the	the	DET
epaa-5845	658	12	bachelor	bachelor	NOUN
epaa-5845	658	13	’s	’s	PART
epaa-5845	658	14	degree	degree	NOUN
epaa-5845	658	15	in	in	ADP
epaa-5845	658	16	general	general	ADJ
epaa-5845	658	17	biology	biology	NOUN
epaa-5845	658	18	,	,	PUNCT
epaa-5845	658	19	as	as	ADV
epaa-5845	658	20	well	well	ADV
epaa-5845	658	21	as	as	ADP
epaa-5845	658	22	in	in	ADP
epaa-5845	658	23	biology	biology	NOUN
epaa-5845	658	24	with	with	ADP
epaa-5845	658	25	a	a	DET
epaa-5845	658	26	human	human	ADJ
epaa-5845	658	27	approach	approach	NOUN
epaa-5845	658	28	.	.	PUNCT
epaa-5845	659	1	10	10	NUM
epaa-5845	659	2	)	)	PUNCT
epaa-5845	659	3	biology	biology	NOUN
epaa-5845	659	4	7	7	NUM
epaa-5845	659	5	)	)	PUNCT
epaa-5845	659	6	office	office	NOUN
epaa-5845	659	7	systems	system	NOUN
epaa-5845	659	8	accredited	accredit	VERB
epaa-5845	659	9	by	by	ADP
epaa-5845	659	10	the	the	DET
epaa-5845	659	11	accreditation	accreditation	NOUN
epaa-5845	659	12	council	council	NOUN
epaa-5845	659	13	for	for	ADP
epaa-5845	659	14	business	business	NOUN
epaa-5845	659	15	schools	school	NOUN
epaa-5845	659	16	and	and	CCONJ
epaa-5845	659	17	programs	program	NOUN
epaa-5845	660	1	,	,	PUNCT
epaa-5845	660	2	the	the	DET
epaa-5845	660	3	department	department	NOUN
epaa-5845	660	4	grants	grant	VERB
epaa-5845	660	5	the	the	DET
epaa-5845	660	6	bachelor	bachelor	NOUN
epaa-5845	660	7	’s	’s	PART
epaa-5845	660	8	degree	degree	NOUN
epaa-5845	660	9	in	in	ADP
epaa-5845	660	10	office	office	NOUN
epaa-5845	660	11	systems	system	NOUN
epaa-5845	660	12	.	.	PUNCT
epaa-5845	661	1	11	11	NUM
epaa-5845	661	2	)	)	PUNCT
epaa-5845	661	3	office	office	NOUN
epaa-5845	661	4	systems	system	NOUN
epaa-5845	661	5	education	education	NOUN
epaa-5845	661	6	policy	policy	NOUN
epaa-5845	661	7	analysis	analysis	NOUN
epaa-5845	661	8	archives	archive	NOUN
epaa-5845	661	9	vol	vol	NOUN
epaa-5845	661	10	.	.	PROPN
epaa-5845	662	1	29	29	NUM
epaa-5845	662	2	no	no	NOUN
epaa-5845	662	3	.	.	NOUN
epaa-5845	662	4	57	57	NUM
epaa-5845	662	5	30	30	NUM
epaa-5845	662	6	table	table	NOUN
epaa-5845	662	7	a2	a2	PROPN
epaa-5845	662	8	(	(	PUNCT
epaa-5845	662	9	cont’d	cont’d	NOUN
epaa-5845	662	10	.	.	PUNCT
epaa-5845	662	11	)	)	PUNCT
epaa-5845	663	1	academic	academic	ADJ
epaa-5845	663	2	fields	field	NOUN
epaa-5845	663	3	by	by	ADP
epaa-5845	663	4	academic	academic	ADJ
epaa-5845	663	5	departments	department	NOUN
epaa-5845	663	6	at	at	ADP
epaa-5845	663	7	upr	upr	NOUN
epaa-5845	663	8	-	-	PUNCT
epaa-5845	663	9	bayamón	bayamón	ADJ
epaa-5845	663	10	academic	academic	ADJ
epaa-5845	663	11	departments	department	NOUN
epaa-5845	663	12	commentaries	commentary	NOUN
epaa-5845	663	13	…	…	PUNCT
epaa-5845	663	14	academic	academic	ADJ
epaa-5845	663	15	fields	field	NOUN
epaa-5845	663	16	8)	8)	NUM
epaa-5845	663	17	engineering	engineering	NOUN
epaa-5845	663	18	and	and	CCONJ
epaa-5845	663	19	engineering	engineering	NOUN
epaa-5845	663	20	technologies	technology	NOUN
epaa-5845	663	21	accredited	accredit	VERB
epaa-5845	663	22	by	by	ADP
epaa-5845	663	23	the	the	DET
epaa-5845	663	24	engineering	engineering	NOUN
epaa-5845	663	25	technology	technology	NOUN
epaa-5845	663	26	accreditation	accreditation	NOUN
epaa-5845	663	27	commission	commission	NOUN
epaa-5845	663	28	(	(	PUNCT
epaa-5845	663	29	abet	abet	PROPN
epaa-5845	663	30	)	)	PUNCT
epaa-5845	663	31	,	,	PUNCT
epaa-5845	663	32	the	the	DET
epaa-5845	663	33	department	department	NOUN
epaa-5845	663	34	grants	grant	VERB
epaa-5845	663	35	the	the	DET
epaa-5845	663	36	bachelor	bachelor	NOUN
epaa-5845	663	37	’s	’s	PART
epaa-5845	663	38	degree	degree	NOUN
epaa-5845	663	39	in	in	ADP
epaa-5845	663	40	materials	material	NOUN
epaa-5845	663	41	management	management	NOUN
epaa-5845	663	42	,	,	PUNCT
epaa-5845	663	43	as	as	ADV
epaa-5845	663	44	well	well	ADV
epaa-5845	663	45	as	as	ADP
epaa-5845	663	46	associate	associate	ADJ
epaa-5845	663	47	degrees	degree	NOUN
epaa-5845	663	48	in	in	ADP
epaa-5845	663	49	the	the	DET
epaa-5845	663	50	engineering	engineering	NOUN
epaa-5845	663	51	technologies	technology	NOUN
epaa-5845	663	52	.	.	PUNCT
epaa-5845	664	1	furthermore	furthermore	ADV
epaa-5845	664	2	,	,	PUNCT
epaa-5845	664	3	it	it	PRON
epaa-5845	664	4	offers	offer	VERB
epaa-5845	664	5	an	an	DET
epaa-5845	664	6	articulated	articulated	ADJ
epaa-5845	664	7	transfer	transfer	NOUN
epaa-5845	664	8	program	program	NOUN
epaa-5845	664	9	to	to	ADP
epaa-5845	664	10	the	the	DET
epaa-5845	664	11	college	college	NOUN
epaa-5845	664	12	of	of	ADP
epaa-5845	664	13	engineering	engineering	NOUN
epaa-5845	664	14	at	at	ADP
epaa-5845	664	15	upr	upr	NOUN
epaa-5845	664	16	-	-	PUNCT
epaa-5845	664	17	mayagüez	mayagüez	NOUN
epaa-5845	664	18	.	.	PUNCT
epaa-5845	665	1	new	new	ADJ
epaa-5845	665	2	entrant	entrant	ADJ
epaa-5845	665	3	students	student	NOUN
epaa-5845	665	4	are	be	AUX
epaa-5845	665	5	admitted	admit	VERB
epaa-5845	665	6	to	to	ADP
epaa-5845	665	7	the	the	DET
epaa-5845	665	8	following	follow	VERB
epaa-5845	665	9	academic	academic	ADJ
epaa-5845	665	10	programs	program	NOUN
epaa-5845	665	11	that	that	PRON
epaa-5845	665	12	offer	offer	VERB
epaa-5845	665	13	associate	associate	ADJ
epaa-5845	665	14	degrees	degree	NOUN
epaa-5845	665	15	:	:	PUNCT
epaa-5845	665	16	civil	civil	ADJ
epaa-5845	665	17	engineering	engineering	NOUN
epaa-5845	665	18	technology	technology	NOUN
epaa-5845	665	19	,	,	PUNCT
epaa-5845	665	20	construction	construction	NOUN
epaa-5845	665	21	,	,	PUNCT
epaa-5845	665	22	surveying	surveying	NOUN
epaa-5845	665	23	and	and	CCONJ
epaa-5845	665	24	highway	highway	NOUN
epaa-5845	665	25	engineering	engineering	NOUN
epaa-5845	665	26	technology	technology	NOUN
epaa-5845	665	27	,	,	PUNCT
epaa-5845	665	28	and	and	CCONJ
epaa-5845	665	29	industrial	industrial	ADJ
epaa-5845	665	30	engineering	engineering	NOUN
epaa-5845	665	31	technology	technology	NOUN
epaa-5845	665	32	.	.	PUNCT
epaa-5845	666	1	12	12	NUM
epaa-5845	666	2	)	)	PUNCT
epaa-5845	666	3	materials	material	NOUN
epaa-5845	666	4	management	management	NOUN
epaa-5845	666	5	13	13	NUM
epaa-5845	666	6	)	)	PUNCT
epaa-5845	666	7	articulated	articulated	ADJ
epaa-5845	666	8	engineering	engineering	NOUN
epaa-5845	666	9	transfer	transfer	NOUN
epaa-5845	666	10	program	program	NOUN
epaa-5845	666	11	14	14	NUM
epaa-5845	666	12	)	)	PUNCT
epaa-5845	666	13	engineering	engineering	NOUN
epaa-5845	666	14	technologies	technology	NOUN
epaa-5845	666	15	9	9	NUM
epaa-5845	666	16	)	)	PUNCT
epaa-5845	666	17	social	social	ADJ
epaa-5845	666	18	sciences	science	NOUN
epaa-5845	666	19	the	the	DET
epaa-5845	666	20	department	department	NOUN
epaa-5845	666	21	offers	offer	VERB
epaa-5845	666	22	transfer	transfer	NOUN
epaa-5845	666	23	programs	program	NOUN
epaa-5845	666	24	to	to	ADP
epaa-5845	666	25	other	other	ADJ
epaa-5845	666	26	upr	upr	NOUN
epaa-5845	666	27	campuses	campus	NOUN
epaa-5845	666	28	,	,	PUNCT
epaa-5845	666	29	as	as	ADV
epaa-5845	666	30	well	well	ADV
epaa-5845	666	31	as	as	ADP
epaa-5845	666	32	service	service	NOUN
epaa-5845	666	33	courses	course	NOUN
epaa-5845	666	34	to	to	ADP
epaa-5845	666	35	all	all	DET
epaa-5845	666	36	academic	academic	ADJ
epaa-5845	666	37	departments	department	NOUN
epaa-5845	666	38	(	(	PUNCT
epaa-5845	666	39	ad	ad	NOUN
epaa-5845	666	40	)	)	PUNCT
epaa-5845	666	41	at	at	ADP
epaa-5845	666	42	upr	upr	NOUN
epaa-5845	666	43	-	-	PUNCT
epaa-5845	666	44	bayamón	bayamón	NOUN
epaa-5845	666	45	.	.	PUNCT
epaa-5845	667	1	15	15	NUM
epaa-5845	667	2	)	)	PUNCT
epaa-5845	667	3	social	social	ADJ
epaa-5845	667	4	sciences	science	NOUN
epaa-5845	667	5	10	10	NUM
epaa-5845	667	6	)	)	PUNCT
epaa-5845	667	7	humanities	humanity	NOUN
epaa-5845	667	8	the	the	DET
epaa-5845	667	9	department	department	NOUN
epaa-5845	667	10	offers	offer	VERB
epaa-5845	667	11	transfer	transfer	NOUN
epaa-5845	667	12	programs	program	NOUN
epaa-5845	667	13	to	to	ADP
epaa-5845	667	14	other	other	ADJ
epaa-5845	667	15	upr	upr	NOUN
epaa-5845	667	16	campuses	campus	NOUN
epaa-5845	667	17	,	,	PUNCT
epaa-5845	667	18	as	as	ADV
epaa-5845	667	19	well	well	ADV
epaa-5845	667	20	as	as	ADP
epaa-5845	667	21	service	service	NOUN
epaa-5845	667	22	courses	course	NOUN
epaa-5845	667	23	to	to	ADP
epaa-5845	667	24	all	all	DET
epaa-5845	667	25	ad	ad	NOUN
epaa-5845	667	26	at	at	ADP
epaa-5845	667	27	upr	upr	NOUN
epaa-5845	667	28	-	-	PUNCT
epaa-5845	667	29	bayamón	bayamón	NOUN
epaa-5845	667	30	.	.	PUNCT
epaa-5845	668	1	16	16	NUM
epaa-5845	668	2	)	)	PUNCT
epaa-5845	668	3	humanities	humanity	NOUN
epaa-5845	668	4	11	11	NUM
epaa-5845	668	5	)	)	PUNCT
epaa-5845	668	6	english	english	NOUN
epaa-5845	668	7	the	the	DET
epaa-5845	668	8	department	department	NOUN
epaa-5845	668	9	offers	offer	VERB
epaa-5845	668	10	service	service	NOUN
epaa-5845	668	11	courses	course	NOUN
epaa-5845	668	12	to	to	ADP
epaa-5845	668	13	all	all	DET
epaa-5845	668	14	ad	ad	NOUN
epaa-5845	668	15	at	at	ADP
epaa-5845	668	16	upr	upr	NOUN
epaa-5845	668	17	-	-	PUNCT
epaa-5845	668	18	bayamón	bayamón	NOUN
epaa-5845	668	19	.	.	PUNCT
epaa-5845	669	1	17	17	NUM
epaa-5845	669	2	)	)	PUNCT
epaa-5845	669	3	english	english	NOUN
epaa-5845	669	4	12	12	NUM
epaa-5845	669	5	)	)	PUNCT
epaa-5845	669	6	spanish	spanish	NOUN
epaa-5845	669	7	the	the	DET
epaa-5845	669	8	department	department	NOUN
epaa-5845	669	9	offers	offer	VERB
epaa-5845	669	10	service	service	NOUN
epaa-5845	669	11	courses	course	NOUN
epaa-5845	669	12	to	to	ADP
epaa-5845	669	13	all	all	DET
epaa-5845	669	14	ad	ad	NOUN
epaa-5845	669	15	at	at	ADP
epaa-5845	669	16	upr	upr	NOUN
epaa-5845	669	17	-	-	PUNCT
epaa-5845	669	18	bayamón	bayamón	NOUN
epaa-5845	669	19	.	.	PUNCT
epaa-5845	670	1	18	18	NUM
epaa-5845	670	2	)	)	PUNCT
epaa-5845	670	3	spanish	spanish	ADJ
epaa-5845	670	4	13	13	NUM
epaa-5845	670	5	)	)	PUNCT
epaa-5845	670	6	chemistry	chemistry	NOUN
epaa-5845	670	7	the	the	DET
epaa-5845	670	8	department	department	NOUN
epaa-5845	670	9	offers	offer	VERB
epaa-5845	670	10	two	two	NUM
epaa-5845	670	11	articulated	articulated	ADJ
epaa-5845	670	12	transfer	transfer	NOUN
epaa-5845	670	13	programs	program	NOUN
epaa-5845	670	14	to	to	ADP
epaa-5845	670	15	the	the	DET
epaa-5845	670	16	campuses	campus	NOUN
epaa-5845	670	17	of	of	ADP
epaa-5845	670	18	upr	upr	NOUN
epaa-5845	670	19	-	-	ADJ
epaa-5845	670	20	cayey	cayey	NOUN
epaa-5845	670	21	(	(	PUNCT
epaa-5845	670	22	bachelor	bachelor	NOUN
epaa-5845	670	23	’s	’s	NOUN
epaa-5845	670	24	degree	degree	NOUN
epaa-5845	670	25	in	in	ADP
epaa-5845	670	26	chemistry	chemistry	NOUN
epaa-5845	670	27	)	)	PUNCT
epaa-5845	670	28	,	,	PUNCT
epaa-5845	670	29	and	and	CCONJ
epaa-5845	670	30	upr	upr	ADJ
epaa-5845	670	31	-	-	PUNCT
epaa-5845	670	32	medical	medical	ADJ
epaa-5845	670	33	sciences	science	NOUN
epaa-5845	670	34	(	(	PUNCT
epaa-5845	670	35	bachelor	bachelor	NOUN
epaa-5845	670	36	’s	’s	NOUN
epaa-5845	670	37	degree	degree	NOUN
epaa-5845	670	38	in	in	ADP
epaa-5845	670	39	nursing	nursing	NOUN
epaa-5845	670	40	)	)	PUNCT
epaa-5845	670	41	.	.	PUNCT
epaa-5845	671	1	furthermore	furthermore	ADV
epaa-5845	671	2	,	,	PUNCT
epaa-5845	671	3	it	it	PRON
epaa-5845	671	4	offers	offer	VERB
epaa-5845	671	5	service	service	NOUN
epaa-5845	671	6	courses	course	NOUN
epaa-5845	671	7	to	to	ADP
epaa-5845	671	8	all	all	DET
epaa-5845	671	9	ad	ad	NOUN
epaa-5845	671	10	at	at	ADP
epaa-5845	671	11	upr	upr	NOUN
epaa-5845	671	12	-	-	PUNCT
epaa-5845	671	13	bayamón	bayamón	NOUN
epaa-5845	671	14	.	.	PUNCT
epaa-5845	672	1	19	19	NUM
epaa-5845	672	2	)	)	PUNCT
epaa-5845	672	3	chemistry	chemistry	NOUN
epaa-5845	672	4	14	14	NUM
epaa-5845	672	5	)	)	PUNCT
epaa-5845	672	6	physics	physics	NOUN
epaa-5845	672	7	the	the	DET
epaa-5845	672	8	department	department	NOUN
epaa-5845	672	9	offers	offer	VERB
epaa-5845	672	10	service	service	NOUN
epaa-5845	672	11	courses	course	NOUN
epaa-5845	672	12	to	to	ADP
epaa-5845	672	13	all	all	DET
epaa-5845	672	14	ad	ad	NOUN
epaa-5845	672	15	at	at	ADP
epaa-5845	672	16	upr	upr	NOUN
epaa-5845	672	17	-	-	PUNCT
epaa-5845	672	18	bayamón	bayamón	NOUN
epaa-5845	672	19	.	.	PUNCT
epaa-5845	673	1	20	20	NUM
epaa-5845	673	2	)	)	PUNCT
epaa-5845	673	3	physics	physics	NOUN
epaa-5845	673	4	15	15	NUM
epaa-5845	673	5	)	)	PUNCT
epaa-5845	673	6	mathematics	mathematic	NOUN
epaa-5845	673	7	the	the	DET
epaa-5845	673	8	department	department	NOUN
epaa-5845	673	9	offers	offer	VERB
epaa-5845	673	10	service	service	NOUN
epaa-5845	673	11	courses	course	NOUN
epaa-5845	673	12	to	to	ADP
epaa-5845	673	13	all	all	DET
epaa-5845	673	14	ad	ad	NOUN
epaa-5845	673	15	at	at	ADP
epaa-5845	673	16	upr	upr	NOUN
epaa-5845	673	17	-	-	PUNCT
epaa-5845	673	18	bayamón	bayamón	NOUN
epaa-5845	673	19	.	.	PUNCT
epaa-5845	674	1	21	21	NUM
epaa-5845	674	2	)	)	PUNCT
epaa-5845	674	3	mathematics	mathematic	NOUN
epaa-5845	674	4	taxonomy	taxonomy	NOUN
epaa-5845	674	5	of	of	ADP
epaa-5845	674	6	grading	grade	VERB
epaa-5845	674	7	practices	practice	NOUN
epaa-5845	674	8	in	in	ADP
epaa-5845	674	9	the	the	DET
epaa-5845	674	10	university	university	NOUN
epaa-5845	674	11	of	of	ADP
epaa-5845	674	12	puerto	puerto	PROPN
epaa-5845	674	13	rico	rico	PROPN
epaa-5845	674	14	at	at	ADP
epaa-5845	674	15	bayamón	bayamón	NOUN
epaa-5845	674	16	,	,	PUNCT
epaa-5845	674	17	1995	1995	NUM
epaa-5845	674	18	-	-	SYM
epaa-5845	674	19	96	96	NUM
epaa-5845	674	20	to	to	ADP
epaa-5845	674	21	2015	2015	NUM
epaa-5845	674	22	-16	-16	SYM
epaa-5845	674	23	31	31	NUM
epaa-5845	674	24	figure	figure	NOUN
epaa-5845	674	25	a1	a1	NOUN
epaa-5845	674	26	gpa	gpa	PROPN
epaa-5845	674	27	through	through	ADP
epaa-5845	674	28	time	time	NOUN
epaa-5845	674	29	under	under	ADP
epaa-5845	674	30	different	different	ADJ
epaa-5845	674	31	ws	ws	NOUN
epaa-5845	674	32	patterns	pattern	NOUN
epaa-5845	674	33	at	at	ADP
epaa-5845	674	34	upr	upr	NOUN
epaa-5845	674	35	-	-	PUNCT
epaa-5845	674	36	bayamón	bayamón	ADJ
epaa-5845	674	37	figure	figure	NOUN
epaa-5845	674	38	a2	a2	PROPN
epaa-5845	674	39	triplets	triplet	NOUN
epaa-5845	674	40	of	of	ADP
epaa-5845	674	41	gpa	gpa	PROPN
epaa-5845	674	42	by	by	ADP
epaa-5845	674	43	academic	academic	ADJ
epaa-5845	674	44	fields	field	NOUN
epaa-5845	674	45	education	education	NOUN
epaa-5845	674	46	policy	policy	NOUN
epaa-5845	674	47	analysis	analysis	NOUN
epaa-5845	674	48	archives	archive	NOUN
epaa-5845	674	49	vol	vol	NOUN
epaa-5845	674	50	.	.	PROPN
epaa-5845	674	51	29	29	NUM
epaa-5845	675	1	no	no	NOUN
epaa-5845	675	2	.	.	PUNCT
epaa-5845	676	1	57	57	NUM
epaa-5845	676	2	32	32	NUM
epaa-5845	676	3	figure	figure	NOUN
epaa-5845	676	4	a3	a3	NOUN
epaa-5845	676	5	student	student	NOUN
epaa-5845	676	6	academic	academic	ADJ
epaa-5845	676	7	ability	ability	NOUN
epaa-5845	676	8	proxies	proxy	NOUN
epaa-5845	676	9	through	through	ADP
epaa-5845	676	10	time	time	NOUN
epaa-5845	676	11	figure	figure	NOUN
epaa-5845	676	12	a4	a4	NOUN
epaa-5845	676	13	gpa	gpa	NOUN
epaa-5845	676	14	and	and	CCONJ
epaa-5845	676	15	pws	pws	NOUN
epaa-5845	676	16	through	through	ADP
epaa-5845	676	17	time	time	NOUN
epaa-5845	676	18	taxonomy	taxonomy	NOUN
epaa-5845	676	19	of	of	ADP
epaa-5845	676	20	grading	grade	VERB
epaa-5845	676	21	practices	practice	NOUN
epaa-5845	676	22	in	in	ADP
epaa-5845	676	23	the	the	DET
epaa-5845	676	24	university	university	NOUN
epaa-5845	676	25	of	of	ADP
epaa-5845	676	26	puerto	puerto	PROPN
epaa-5845	676	27	rico	rico	PROPN
epaa-5845	676	28	at	at	ADP
epaa-5845	676	29	bayamón	bayamón	NOUN
epaa-5845	676	30	,	,	PUNCT
epaa-5845	676	31	1995	1995	NUM
epaa-5845	676	32	-	-	SYM
epaa-5845	676	33	96	96	NUM
epaa-5845	676	34	to	to	ADP
epaa-5845	676	35	2015	2015	NUM
epaa-5845	676	36	-16	-16	SYM
epaa-5845	676	37	33	33	NUM
epaa-5845	676	38	about	about	ADP
epaa-5845	676	39	the	the	DET
epaa-5845	676	40	author	author	NOUN
epaa-5845	676	41	horacio	horacio	PROPN
epaa-5845	676	42	matos	matos	PROPN
epaa-5845	676	43	-	-	PUNCT
epaa-5845	676	44	díaz	díaz	PROPN
epaa-5845	676	45	university	university	PROPN
epaa-5845	676	46	of	of	ADP
epaa-5845	676	47	puerto	puerto	PROPN
epaa-5845	676	48	rico	rico	PROPN
epaa-5845	676	49	at	at	ADP
epaa-5845	676	50	bayamón	bayamón	PROPN
epaa-5845	676	51	horacio.matos1@upr.edu	horacio.matos1@upr.edu	PROPN
epaa-5845	676	52	horacio	horacio	PROPN
epaa-5845	676	53	matos	matos	PROPN
epaa-5845	676	54	-	-	PUNCT
epaa-5845	676	55	díaz	díaz	NOUN
epaa-5845	676	56	is	be	AUX
epaa-5845	676	57	a	a	DET
epaa-5845	676	58	professor	professor	NOUN
epaa-5845	676	59	of	of	ADP
epaa-5845	676	60	economics	economic	NOUN
epaa-5845	676	61	and	and	CCONJ
epaa-5845	676	62	statistics	statistic	NOUN
epaa-5845	676	63	at	at	ADP
epaa-5845	676	64	the	the	DET
epaa-5845	676	65	university	university	PROPN
epaa-5845	676	66	of	of	ADP
epaa-5845	676	67	puerto	puerto	PROPN
epaa-5845	676	68	rico	rico	PROPN
epaa-5845	676	69	at	at	ADP
epaa-5845	676	70	bayamón	bayamón	NOUN
epaa-5845	676	71	,	,	PUNCT
epaa-5845	676	72	where	where	SCONJ
epaa-5845	676	73	he	he	PRON
epaa-5845	676	74	has	have	AUX
epaa-5845	676	75	taught	teach	VERB
epaa-5845	676	76	and	and	CCONJ
epaa-5845	676	77	conducted	conduct	VERB
epaa-5845	676	78	research	research	NOUN
epaa-5845	676	79	during	during	ADP
epaa-5845	676	80	the	the	DET
epaa-5845	676	81	last	last	ADJ
epaa-5845	676	82	43	43	NUM
epaa-5845	676	83	years	year	NOUN
epaa-5845	676	84	.	.	PUNCT
epaa-5845	677	1	he	he	PRON
epaa-5845	677	2	obtained	obtain	VERB
epaa-5845	677	3	the	the	DET
epaa-5845	677	4	b.a	b.a	PROPN
epaa-5845	677	5	.	.	PUNCT
epaa-5845	677	6	(	(	PUNCT
epaa-5845	677	7	1976	1976	NUM
epaa-5845	677	8	)	)	PUNCT
epaa-5845	677	9	and	and	CCONJ
epaa-5845	677	10	m.a	m.a	PROPN
epaa-5845	677	11	.	.	PROPN
epaa-5845	678	1	(	(	PUNCT
epaa-5845	678	2	1978	1978	NUM
epaa-5845	678	3	)	)	PUNCT
epaa-5845	678	4	degrees	degree	NOUN
epaa-5845	678	5	in	in	ADP
epaa-5845	678	6	economics	economic	NOUN
epaa-5845	678	7	from	from	ADP
epaa-5845	678	8	the	the	DET
epaa-5845	678	9	university	university	NOUN
epaa-5845	678	10	of	of	ADP
epaa-5845	678	11	puerto	puerto	PROPN
epaa-5845	678	12	rico	rico	PROPN
epaa-5845	678	13	at	at	ADP
epaa-5845	678	14	río	río	PROPN
epaa-5845	678	15	piedras	piedras	PROPN
epaa-5845	678	16	campus	campus	PROPN
epaa-5845	678	17	,	,	PUNCT
epaa-5845	678	18	while	while	SCONJ
epaa-5845	678	19	his	his	PRON
epaa-5845	678	20	ph.d	ph.d	PROPN
epaa-5845	678	21	.	.	PUNCT
epaa-5845	679	1	(	(	PUNCT
epaa-5845	679	2	2000	2000	NUM
epaa-5845	679	3	)	)	PUNCT
epaa-5845	679	4	in	in	ADP
epaa-5845	679	5	economics	economic	NOUN
epaa-5845	679	6	was	be	AUX
epaa-5845	679	7	granted	grant	VERB
epaa-5845	679	8	by	by	ADP
epaa-5845	679	9	kansas	kansas	PROPN
epaa-5845	679	10	state	state	PROPN
epaa-5845	679	11	university	university	PROPN
epaa-5845	679	12	.	.	PUNCT
epaa-5845	680	1	his	his	PRON
epaa-5845	680	2	research	research	NOUN
epaa-5845	680	3	has	have	AUX
epaa-5845	680	4	been	be	AUX
epaa-5845	680	5	published	publish	VERB
epaa-5845	680	6	in	in	ADP
epaa-5845	680	7	journals	journal	NOUN
epaa-5845	680	8	such	such	ADJ
epaa-5845	680	9	as	as	ADP
epaa-5845	680	10	economics	economic	NOUN
epaa-5845	680	11	of	of	ADP
epaa-5845	680	12	education	education	NOUN
epaa-5845	680	13	review	review	NOUN
epaa-5845	680	14	,	,	PUNCT
epaa-5845	680	15	education	education	NOUN
epaa-5845	680	16	economics	economic	NOUN
epaa-5845	680	17	,	,	PUNCT
epaa-5845	680	18	eastern	eastern	ADJ
epaa-5845	680	19	economic	economic	ADJ
epaa-5845	680	20	journal	journal	NOUN
epaa-5845	680	21	,	,	PUNCT
epaa-5845	680	22	cogent	cogent	NOUN
epaa-5845	680	23	economics	economic	NOUN
epaa-5845	680	24	&	&	CCONJ
epaa-5845	680	25	finance	finance	PROPN
epaa-5845	680	26	,	,	PUNCT
epaa-5845	680	27	economia	economia	PROPN
epaa-5845	680	28	,	,	PUNCT
epaa-5845	680	29	this	this	DET
epaa-5845	680	30	journal	journal	NOUN
epaa-5845	680	31	(	(	PUNCT
epaa-5845	680	32	epaa	epaa	NOUN
epaa-5845	680	33	)	)	PUNCT
epaa-5845	680	34	,	,	PUNCT
epaa-5845	680	35	as	as	ADV
epaa-5845	680	36	well	well	ADV
epaa-5845	680	37	as	as	ADP
epaa-5845	680	38	in	in	ADP
epaa-5845	680	39	several	several	ADJ
epaa-5845	680	40	spanish	spanish	ADJ
epaa-5845	680	41	journals	journal	NOUN
epaa-5845	680	42	from	from	ADP
epaa-5845	680	43	puerto	puerto	PROPN
epaa-5845	680	44	rico	rico	PROPN
epaa-5845	680	45	and	and	CCONJ
epaa-5845	680	46	abroad	abroad	ADV
epaa-5845	680	47	.	.	PUNCT
epaa-5845	681	1	education	education	NOUN
epaa-5845	681	2	policy	policy	NOUN
epaa-5845	681	3	analysis	analysis	NOUN
epaa-5845	681	4	archives	archive	NOUN
epaa-5845	681	5	volume	volume	VERB
epaa-5845	681	6	29	29	NUM
epaa-5845	681	7	number	number	NOUN
epaa-5845	681	8	57	57	NUM
epaa-5845	681	9	may	may	NOUN
epaa-5845	681	10	3	3	NUM
epaa-5845	681	11	,	,	PUNCT
epaa-5845	681	12	2021	2021	NUM
epaa-5845	681	13	issn	issn	PROPN
epaa-5845	681	14	1068	1068	NUM
epaa-5845	681	15	-	-	SYM
epaa-5845	681	16	2341	2341	NUM
epaa-5845	681	17	readers	reader	NOUN
epaa-5845	681	18	are	be	AUX
epaa-5845	681	19	free	free	ADJ
epaa-5845	681	20	to	to	PART
epaa-5845	681	21	copy	copy	VERB
epaa-5845	681	22	,	,	PUNCT
epaa-5845	681	23	display	display	NOUN
epaa-5845	681	24	,	,	PUNCT
epaa-5845	681	25	distribute	distribute	VERB
epaa-5845	681	26	,	,	PUNCT
epaa-5845	681	27	and	and	CCONJ
epaa-5845	681	28	adapt	adapt	VERB
epaa-5845	681	29	this	this	DET
epaa-5845	681	30	article	article	NOUN
epaa-5845	681	31	,	,	PUNCT
epaa-5845	681	32	as	as	ADV
epaa-5845	681	33	long	long	ADV
epaa-5845	681	34	as	as	SCONJ
epaa-5845	681	35	the	the	DET
epaa-5845	681	36	work	work	NOUN
epaa-5845	681	37	is	be	AUX
epaa-5845	681	38	attributed	attribute	VERB
epaa-5845	681	39	to	to	ADP
epaa-5845	681	40	the	the	DET
epaa-5845	681	41	author(s	author(s	NOUN
epaa-5845	681	42	)	)	PUNCT
epaa-5845	681	43	and	and	CCONJ
epaa-5845	681	44	education	education	NOUN
epaa-5845	681	45	policy	policy	NOUN
epaa-5845	681	46	analysis	analysis	NOUN
epaa-5845	681	47	archives	archive	NOUN
epaa-5845	681	48	,	,	PUNCT
epaa-5845	681	49	the	the	DET
epaa-5845	681	50	changes	change	NOUN
epaa-5845	681	51	are	be	AUX
epaa-5845	681	52	identified	identify	VERB
epaa-5845	681	53	,	,	PUNCT
epaa-5845	681	54	and	and	CCONJ
epaa-5845	681	55	the	the	DET
epaa-5845	681	56	same	same	ADJ
epaa-5845	681	57	license	license	NOUN
epaa-5845	681	58	applies	apply	VERB
epaa-5845	681	59	to	to	ADP
epaa-5845	681	60	the	the	DET
epaa-5845	681	61	derivative	derivative	ADJ
epaa-5845	681	62	work	work	NOUN
epaa-5845	681	63	.	.	PUNCT
epaa-5845	682	1	more	more	ADJ
epaa-5845	682	2	details	detail	NOUN
epaa-5845	682	3	of	of	ADP
epaa-5845	682	4	this	this	DET
epaa-5845	682	5	creative	creative	ADJ
epaa-5845	682	6	commons	common	NOUN
epaa-5845	682	7	license	license	NOUN
epaa-5845	682	8	are	be	AUX
epaa-5845	682	9	available	available	ADJ
epaa-5845	682	10	at	at	ADP
epaa-5845	682	11	https://creativecommons.org/licenses/by-sa/4.0/.	https://creativecommons.org/licenses/by-sa/4.0/.	NOUN
epaa-5845	682	12	epaa	epaa	NOUN
epaa-5845	682	13	is	be	AUX
epaa-5845	682	14	published	publish	VERB
epaa-5845	682	15	by	by	ADP
epaa-5845	682	16	the	the	DET
epaa-5845	682	17	mary	mary	PROPN
epaa-5845	682	18	lou	lou	PROPN
epaa-5845	682	19	fulton	fulton	PROPN
epaa-5845	682	20	institute	institute	PROPN
epaa-5845	682	21	and	and	CCONJ
epaa-5845	682	22	graduate	graduate	PROPN
epaa-5845	682	23	school	school	NOUN
epaa-5845	682	24	of	of	ADP
epaa-5845	682	25	education	education	NOUN
epaa-5845	682	26	at	at	ADP
epaa-5845	682	27	arizona	arizona	PROPN
epaa-5845	682	28	state	state	PROPN
epaa-5845	682	29	university	university	PROPN
epaa-5845	682	30	articles	article	NOUN
epaa-5845	682	31	are	be	AUX
epaa-5845	682	32	indexed	index	VERB
epaa-5845	682	33	in	in	ADP
epaa-5845	682	34	circ	circ	PROPN
epaa-5845	682	35	(	(	PUNCT
epaa-5845	682	36	clasificación	clasificación	PROPN
epaa-5845	682	37	integrada	integrada	PROPN
epaa-5845	682	38	de	de	PROPN
epaa-5845	682	39	revistas	revistas	PROPN
epaa-5845	682	40	científicas	científicas	PROPN
epaa-5845	682	41	,	,	PUNCT
epaa-5845	682	42	spain	spain	PROPN
epaa-5845	682	43	)	)	PUNCT
epaa-5845	682	44	,	,	PUNCT
epaa-5845	682	45	dialnet	dialnet	NOUN
epaa-5845	682	46	(	(	PUNCT
epaa-5845	682	47	spain	spain	PROPN
epaa-5845	682	48	)	)	PUNCT
epaa-5845	682	49	,	,	PUNCT
epaa-5845	682	50	directory	directory	NOUN
epaa-5845	682	51	of	of	ADP
epaa-5845	682	52	open	open	ADJ
epaa-5845	682	53	access	access	NOUN
epaa-5845	682	54	journals	journal	NOUN
epaa-5845	682	55	,	,	PUNCT
epaa-5845	682	56	ebsco	ebsco	PROPN
epaa-5845	682	57	education	education	PROPN
epaa-5845	682	58	research	research	NOUN
epaa-5845	682	59	complete	complete	ADJ
epaa-5845	682	60	,	,	PUNCT
epaa-5845	682	61	eric	eric	PROPN
epaa-5845	682	62	,	,	PUNCT
epaa-5845	682	63	education	education	NOUN
epaa-5845	682	64	full	full	ADJ
epaa-5845	682	65	text	text	NOUN
epaa-5845	682	66	(	(	PUNCT
epaa-5845	682	67	h.w	h.w	PROPN
epaa-5845	682	68	.	.	PROPN
epaa-5845	682	69	wilson	wilson	PROPN
epaa-5845	682	70	)	)	PUNCT
epaa-5845	682	71	,	,	PUNCT
epaa-5845	682	72	qualis	qualis	PROPN
epaa-5845	682	73	a1	a1	PROPN
epaa-5845	682	74	(	(	PUNCT
epaa-5845	682	75	brazil	brazil	PROPN
epaa-5845	682	76	)	)	PUNCT
epaa-5845	682	77	,	,	PUNCT
epaa-5845	682	78	scimago	scimago	PROPN
epaa-5845	682	79	journal	journal	PROPN
epaa-5845	682	80	rank	rank	PROPN
epaa-5845	682	81	,	,	PUNCT
epaa-5845	682	82	scopus	scopus	PROPN
epaa-5845	682	83	,	,	PUNCT
epaa-5845	682	84	socolar	socolar	ADJ
epaa-5845	682	85	(	(	PUNCT
epaa-5845	682	86	china	china	PROPN
epaa-5845	682	87	)	)	PUNCT
epaa-5845	682	88	.	.	PUNCT
epaa-5845	683	1	please	please	INTJ
epaa-5845	683	2	send	send	VERB
epaa-5845	683	3	errata	errata	NOUN
epaa-5845	683	4	notes	note	NOUN
epaa-5845	683	5	to	to	ADP
epaa-5845	683	6	audrey	audrey	PROPN
epaa-5845	683	7	amrein	amrein	PROPN
epaa-5845	683	8	-	-	PUNCT
epaa-5845	683	9	beardsley	beardsley	PROPN
epaa-5845	683	10	at	at	ADP
epaa-5845	683	11	audrey.beardsley@asu.edu	audrey.beardsley@asu.edu	PROPN
epaa-5845	683	12	join	join	VERB
epaa-5845	683	13	epaa	epaa	PROPN
epaa-5845	683	14	’s	’s	PART
epaa-5845	683	15	facebook	facebook	PROPN
epaa-5845	683	16	community	community	NOUN
epaa-5845	683	17	at	at	ADP
epaa-5845	683	18	https://www.facebook.com/epaaaape	https://www.facebook.com/epaaaape	PROPN
epaa-5845	683	19	and	and	CCONJ
epaa-5845	683	20	twitter	twitter	NOUN
epaa-5845	683	21	feed	feed	NOUN
epaa-5845	683	22	@epaa_aape	@epaa_aape	NOUN
epaa-5845	683	23	.	.	PUNCT
epaa-5845	684	1	mailto:horacio.matos1@upr.edu	mailto:horacio.matos1@upr.edu	PROPN
epaa-5845	684	2	https://creativecommons.org/licenses/by-sa/4.0/	https://creativecommons.org/licenses/by-sa/4.0/	PROPN
epaa-5845	684	3	http://www.doaj.org/	http://www.doaj.org/	PROPN
epaa-5845	684	4	mailto:audrey.beardsley@asu.edu	mailto:audrey.beardsley@asu.edu	PROPN
epaa-5845	684	5	https://www.facebook.com/epaaaape	https://www.facebook.com/epaaaape	PROPN
epaa-5845	684	6	education	education	NOUN
epaa-5845	684	7	policy	policy	NOUN
epaa-5845	684	8	analysis	analysis	NOUN
epaa-5845	684	9	archives	archive	NOUN
epaa-5845	684	10	vol	vol	NOUN
epaa-5845	684	11	.	.	PROPN
epaa-5845	684	12	29	29	NUM
epaa-5845	685	1	no	no	NOUN
epaa-5845	685	2	.	.	PUNCT
epaa-5845	686	1	57	57	NUM
epaa-5845	686	2	34	34	NUM
epaa-5845	686	3	education	education	NOUN
epaa-5845	686	4	policy	policy	NOUN
epaa-5845	686	5	analysis	analysis	NOUN
epaa-5845	686	6	archives	archive	NOUN
epaa-5845	686	7	editorial	editorial	NOUN
epaa-5845	686	8	board	board	PROPN
epaa-5845	686	9	lead	lead	PROPN
epaa-5845	686	10	editor	editor	NOUN
epaa-5845	686	11	:	:	PUNCT
epaa-5845	686	12	audrey	audrey	PROPN
epaa-5845	686	13	amrein	amrein	PROPN
epaa-5845	686	14	-	-	PUNCT
epaa-5845	686	15	beardsley	beardsley	PROPN
epaa-5845	686	16	(	(	PUNCT
epaa-5845	686	17	arizona	arizona	PROPN
epaa-5845	686	18	state	state	PROPN
epaa-5845	686	19	university	university	PROPN
epaa-5845	686	20	)	)	PUNCT
epaa-5845	686	21	editor	editor	NOUN
epaa-5845	686	22	consultor	consultor	NOUN
epaa-5845	686	23	:	:	PUNCT
epaa-5845	686	24	gustavo	gustavo	PROPN
epaa-5845	686	25	e.	e.	PROPN
epaa-5845	686	26	fischman	fischman	PROPN
epaa-5845	686	27	(	(	PUNCT
epaa-5845	686	28	arizona	arizona	PROPN
epaa-5845	686	29	state	state	PROPN
epaa-5845	686	30	university	university	PROPN
epaa-5845	686	31	)	)	PUNCT
epaa-5845	686	32	associate	associate	NOUN
epaa-5845	686	33	editors	editor	NOUN
epaa-5845	686	34	:	:	PUNCT
epaa-5845	686	35	melanie	melanie	PROPN
epaa-5845	686	36	bertrand	bertrand	PROPN
epaa-5845	686	37	,	,	PUNCT
epaa-5845	686	38	david	david	PROPN
epaa-5845	686	39	carlson	carlson	PROPN
epaa-5845	686	40	,	,	PUNCT
epaa-5845	686	41	lauren	lauren	PROPN
epaa-5845	686	42	mcarthur	mcarthur	PROPN
epaa-5845	686	43	harris	harris	PROPN
epaa-5845	686	44	,	,	PUNCT
epaa-5845	686	45	danah	danah	PROPN
epaa-5845	686	46	henriksen	henriksen	PROPN
epaa-5845	686	47	,	,	PUNCT
epaa-5845	686	48	eugene	eugene	PROPN
epaa-5845	686	49	judson	judson	PROPN
epaa-5845	686	50	,	,	PUNCT
epaa-5845	686	51	mirka	mirka	PROPN
epaa-5845	686	52	koro	koro	PROPN
epaa-5845	686	53	-	-	PUNCT
epaa-5845	686	54	ljungberg	ljungberg	PROPN
epaa-5845	686	55	,	,	PUNCT
epaa-5845	686	56	daniel	daniel	PROPN
epaa-5845	686	57	liou	liou	PROPN
epaa-5845	686	58	,	,	PUNCT
epaa-5845	686	59	scott	scott	PROPN
epaa-5845	686	60	marley	marley	PROPN
epaa-5845	686	61	,	,	PUNCT
epaa-5845	686	62	keon	keon	PROPN
epaa-5845	686	63	mcguire	mcguire	PROPN
epaa-5845	686	64	,	,	PUNCT
epaa-5845	686	65	molly	molly	PROPN
epaa-5845	686	66	ott	ott	PROPN
epaa-5845	686	67	,	,	PUNCT
epaa-5845	686	68	iveta	iveta	PROPN
epaa-5845	686	69	silova	silova	PROPN
epaa-5845	686	70	(	(	PUNCT
epaa-5845	686	71	arizona	arizona	PROPN
epaa-5845	686	72	state	state	PROPN
epaa-5845	686	73	university	university	PROPN
epaa-5845	686	74	)	)	PUNCT
epaa-5845	686	75	madelaine	madelaine	PROPN
epaa-5845	686	76	adelman	adelman	PROPN
epaa-5845	686	77	arizona	arizona	PROPN
epaa-5845	686	78	state	state	PROPN
epaa-5845	686	79	university	university	PROPN
epaa-5845	686	80	amy	amy	PROPN
epaa-5845	686	81	garrett	garrett	PROPN
epaa-5845	686	82	dikkers	dikkers	PROPN
epaa-5845	686	83	university	university	PROPN
epaa-5845	686	84	of	of	ADP
epaa-5845	686	85	north	north	PROPN
epaa-5845	686	86	carolina	carolina	PROPN
epaa-5845	686	87	,	,	PUNCT
epaa-5845	686	88	wilmington	wilmington	PROPN
epaa-5845	686	89	gloria	gloria	PROPN
epaa-5845	686	90	m.	m.	PROPN
epaa-5845	686	91	rodriguez	rodriguez	PROPN
epaa-5845	686	92	university	university	PROPN
epaa-5845	686	93	of	of	ADP
epaa-5845	686	94	california	california	PROPN
epaa-5845	686	95	,	,	PUNCT
epaa-5845	686	96	davis	davis	PROPN
epaa-5845	686	97	cristina	cristina	PROPN
epaa-5845	686	98	alfaro	alfaro	PROPN
epaa-5845	686	99	san	san	PROPN
epaa-5845	686	100	diego	diego	PROPN
epaa-5845	686	101	state	state	PROPN
epaa-5845	686	102	university	university	PROPN
epaa-5845	686	103	gene	gene	NOUN
epaa-5845	686	104	v	v	ADP
epaa-5845	686	105	glass	glass	NOUN
epaa-5845	686	106	arizona	arizona	PROPN
epaa-5845	686	107	state	state	PROPN
epaa-5845	686	108	university	university	PROPN
epaa-5845	686	109	r.	r.	PROPN
epaa-5845	686	110	anthony	anthony	PROPN
epaa-5845	686	111	rolle	rolle	PROPN
epaa-5845	686	112	university	university	PROPN
epaa-5845	686	113	of	of	ADP
epaa-5845	686	114	houston	houston	PROPN
epaa-5845	686	115	gary	gary	PROPN
epaa-5845	686	116	anderson	anderson	PROPN
epaa-5845	686	117	new	new	PROPN
epaa-5845	686	118	york	york	PROPN
epaa-5845	686	119	university	university	PROPN
epaa-5845	686	120	ronald	ronald	PROPN
epaa-5845	686	121	glass	glass	PROPN
epaa-5845	686	122	university	university	PROPN
epaa-5845	686	123	of	of	ADP
epaa-5845	686	124	california	california	PROPN
epaa-5845	686	125	,	,	PUNCT
epaa-5845	686	126	santa	santa	PROPN
epaa-5845	686	127	cruz	cruz	PROPN
epaa-5845	686	128	a.	a.	PROPN
epaa-5845	686	129	g.	g.	PROPN
epaa-5845	686	130	rud	rud	PROPN
epaa-5845	686	131	washington	washington	PROPN
epaa-5845	686	132	state	state	PROPN
epaa-5845	686	133	university	university	PROPN
epaa-5845	686	134	michael	michael	PROPN
epaa-5845	686	135	w.	w.	PROPN
epaa-5845	686	136	apple	apple	PROPN
epaa-5845	686	137	university	university	PROPN
epaa-5845	686	138	of	of	ADP
epaa-5845	686	139	wisconsin	wisconsin	PROPN
epaa-5845	686	140	,	,	PUNCT
epaa-5845	687	1	madison	madison	PROPN
epaa-5845	687	2	jacob	jacob	PROPN
epaa-5845	687	3	p.	p.	PROPN
epaa-5845	687	4	k.	k.	PROPN
epaa-5845	688	1	gross	gross	PROPN
epaa-5845	688	2	university	university	PROPN
epaa-5845	688	3	of	of	ADP
epaa-5845	688	4	louisville	louisville	PROPN
epaa-5845	688	5	patricia	patricia	PROPN
epaa-5845	688	6	sánchez	sánchez	PROPN
epaa-5845	688	7	university	university	PROPN
epaa-5845	688	8	of	of	ADP
epaa-5845	688	9	university	university	PROPN
epaa-5845	688	10	of	of	ADP
epaa-5845	688	11	texas	texas	PROPN
epaa-5845	688	12	,	,	PUNCT
epaa-5845	688	13	san	san	PROPN
epaa-5845	688	14	antonio	antonio	PROPN
epaa-5845	688	15	jeff	jeff	PROPN
epaa-5845	688	16	bale	bale	PROPN
epaa-5845	688	17	university	university	PROPN
epaa-5845	688	18	of	of	ADP
epaa-5845	688	19	toronto	toronto	PROPN
epaa-5845	688	20	,	,	PUNCT
epaa-5845	688	21	canada	canada	PROPN
epaa-5845	688	22	eric	eric	PROPN
epaa-5845	688	23	m.	m.	PROPN
epaa-5845	688	24	haas	haas	PROPN
epaa-5845	688	25	wested	weste	VERB
epaa-5845	688	26	janelle	janelle	PROPN
epaa-5845	688	27	scott	scott	PROPN
epaa-5845	688	28	university	university	PROPN
epaa-5845	688	29	of	of	ADP
epaa-5845	688	30	california	california	PROPN
epaa-5845	688	31	,	,	PUNCT
epaa-5845	688	32	berkeley	berkeley	PROPN
epaa-5845	688	33	aaron	aaron	PROPN
epaa-5845	688	34	benavot	benavot	PROPN
epaa-5845	688	35	suny	suny	PROPN
epaa-5845	688	36	albany	albany	PROPN
epaa-5845	688	37	julian	julian	PROPN
epaa-5845	688	38	vasquez	vasquez	PROPN
epaa-5845	688	39	heilig	heilig	PROPN
epaa-5845	688	40	california	california	PROPN
epaa-5845	688	41	state	state	PROPN
epaa-5845	688	42	university	university	PROPN
epaa-5845	688	43	,	,	PUNCT
epaa-5845	688	44	sacramento	sacramento	PROPN
epaa-5845	688	45	jack	jack	PROPN
epaa-5845	688	46	schneider	schneider	PROPN
epaa-5845	688	47	university	university	PROPN
epaa-5845	688	48	of	of	ADP
epaa-5845	688	49	massachusetts	massachusetts	PROPN
epaa-5845	688	50	lowell	lowell	PROPN
epaa-5845	688	51	david	david	PROPN
epaa-5845	688	52	c.	c.	PROPN
epaa-5845	688	53	berliner	berliner	PROPN
epaa-5845	688	54	arizona	arizona	PROPN
epaa-5845	688	55	state	state	PROPN
epaa-5845	688	56	university	university	PROPN
epaa-5845	688	57	henry	henry	PROPN
epaa-5845	688	58	braun	braun	PROPN
epaa-5845	688	59	boston	boston	PROPN
epaa-5845	688	60	college	college	PROPN
epaa-5845	688	61	kimberly	kimberly	PROPN
epaa-5845	688	62	kappler	kappler	PROPN
epaa-5845	688	63	hewitt	hewitt	PROPN
epaa-5845	688	64	university	university	PROPN
epaa-5845	688	65	of	of	ADP
epaa-5845	688	66	north	north	PROPN
epaa-5845	688	67	carolina	carolina	PROPN
epaa-5845	688	68	greensboro	greensboro	PROPN
epaa-5845	688	69	noah	noah	PROPN
epaa-5845	688	70	sobe	sobe	PROPN
epaa-5845	689	1	loyola	loyola	PROPN
epaa-5845	689	2	university	university	PROPN
epaa-5845	689	3	casey	casey	PROPN
epaa-5845	689	4	cobb	cobb	PROPN
epaa-5845	689	5	university	university	PROPN
epaa-5845	689	6	of	of	ADP
epaa-5845	689	7	connecticut	connecticut	PROPN
epaa-5845	689	8	aimee	aimee	PROPN
epaa-5845	689	9	howley	howley	PROPN
epaa-5845	689	10	ohio	ohio	PROPN
epaa-5845	689	11	university	university	PROPN
epaa-5845	689	12	nelly	nelly	PROPN
epaa-5845	689	13	p.	p.	PROPN
epaa-5845	689	14	stromquist	stromquist	PROPN
epaa-5845	689	15	university	university	PROPN
epaa-5845	689	16	of	of	ADP
epaa-5845	689	17	maryland	maryland	PROPN
epaa-5845	689	18	arnold	arnold	PROPN
epaa-5845	689	19	danzig	danzig	PROPN
epaa-5845	689	20	san	san	PROPN
epaa-5845	689	21	jose	jose	PROPN
epaa-5845	689	22	state	state	PROPN
epaa-5845	689	23	university	university	PROPN
epaa-5845	689	24	steve	steve	PROPN
epaa-5845	689	25	klees	klees	PROPN
epaa-5845	689	26	university	university	PROPN
epaa-5845	689	27	of	of	ADP
epaa-5845	689	28	maryland	maryland	PROPN
epaa-5845	689	29	jaekyung	jaekyung	PROPN
epaa-5845	689	30	lee	lee	PROPN
epaa-5845	689	31	suny	suny	PROPN
epaa-5845	689	32	buffalo	buffalo	PROPN
epaa-5845	689	33	benjamin	benjamin	PROPN
epaa-5845	689	34	superfine	superfine	PROPN
epaa-5845	689	35	university	university	PROPN
epaa-5845	689	36	of	of	ADP
epaa-5845	689	37	illinois	illinois	PROPN
epaa-5845	689	38	,	,	PUNCT
epaa-5845	689	39	chicago	chicago	PROPN
epaa-5845	689	40	linda	linda	PROPN
epaa-5845	689	41	darling	darling	PROPN
epaa-5845	689	42	-	-	PUNCT
epaa-5845	689	43	hammond	hammond	PROPN
epaa-5845	689	44	stanford	stanford	PROPN
epaa-5845	689	45	university	university	PROPN
epaa-5845	689	46	jessica	jessica	PROPN
epaa-5845	689	47	nina	nina	PROPN
epaa-5845	689	48	lester	lester	PROPN
epaa-5845	689	49	indiana	indiana	PROPN
epaa-5845	689	50	university	university	PROPN
epaa-5845	689	51	adai	adai	PROPN
epaa-5845	689	52	tefera	tefera	PROPN
epaa-5845	689	53	virginia	virginia	PROPN
epaa-5845	689	54	commonwealth	commonwealth	PROPN
epaa-5845	689	55	university	university	PROPN
epaa-5845	689	56	elizabeth	elizabeth	PROPN
epaa-5845	689	57	h.	h.	PROPN
epaa-5845	689	58	debray	debray	PROPN
epaa-5845	689	59	university	university	PROPN
epaa-5845	689	60	of	of	ADP
epaa-5845	689	61	georgia	georgia	PROPN
epaa-5845	689	62	amanda	amanda	PROPN
epaa-5845	689	63	e.	e.	PROPN
epaa-5845	689	64	lewis	lewis	PROPN
epaa-5845	689	65	university	university	PROPN
epaa-5845	689	66	of	of	ADP
epaa-5845	689	67	illinois	illinois	PROPN
epaa-5845	689	68	,	,	PUNCT
epaa-5845	689	69	chicago	chicago	PROPN
epaa-5845	689	70	a.	a.	PROPN
epaa-5845	689	71	chris	chris	PROPN
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epaa-5845	689	73	michigan	michigan	PROPN
epaa-5845	689	74	state	state	PROPN
epaa-5845	689	75	university	university	PROPN
epaa-5845	689	76	david	david	PROPN
epaa-5845	689	77	e.	e.	PROPN
epaa-5845	689	78	dematthews	dematthews	PROPN
epaa-5845	689	79	university	university	PROPN
epaa-5845	689	80	of	of	ADP
epaa-5845	689	81	texas	texas	PROPN
epaa-5845	689	82	at	at	ADP
epaa-5845	689	83	austin	austin	PROPN
epaa-5845	689	84	chad	chad	PROPN
epaa-5845	689	85	r.	r.	PROPN
epaa-5845	689	86	lochmiller	lochmiller	PROPN
epaa-5845	689	87	indiana	indiana	PROPN
epaa-5845	689	88	university	university	PROPN
epaa-5845	689	89	tina	tina	PROPN
epaa-5845	689	90	trujillo	trujillo	PROPN
epaa-5845	689	91	university	university	PROPN
epaa-5845	689	92	of	of	ADP
epaa-5845	689	93	california	california	PROPN
epaa-5845	689	94	,	,	PUNCT
epaa-5845	689	95	berkeley	berkeley	PROPN
epaa-5845	689	96	chad	chad	PROPN
epaa-5845	689	97	d'entremont	d'entremont	PROPN
epaa-5845	689	98	rennie	rennie	PROPN
epaa-5845	689	99	center	center	PROPN
epaa-5845	689	100	for	for	ADP
epaa-5845	689	101	education	education	NOUN
epaa-5845	689	102	research	research	NOUN
epaa-5845	689	103	&	&	CCONJ
epaa-5845	689	104	policy	policy	NOUN
epaa-5845	689	105	christopher	christopher	PROPN
epaa-5845	689	106	lubienski	lubienski	PROPN
epaa-5845	689	107	indiana	indiana	PROPN
epaa-5845	689	108	university	university	PROPN
epaa-5845	689	109	federico	federico	PROPN
epaa-5845	689	110	r.	r.	PROPN
epaa-5845	689	111	waitoller	waitoller	PROPN
epaa-5845	689	112	university	university	PROPN
epaa-5845	689	113	of	of	ADP
epaa-5845	689	114	illinois	illinois	PROPN
epaa-5845	689	115	,	,	PUNCT
epaa-5845	689	116	chicago	chicago	PROPN
epaa-5845	689	117	john	john	PROPN
epaa-5845	689	118	diamond	diamond	PROPN
epaa-5845	689	119	university	university	PROPN
epaa-5845	689	120	of	of	ADP
epaa-5845	689	121	wisconsin	wisconsin	PROPN
epaa-5845	689	122	,	,	PUNCT
epaa-5845	689	123	madison	madison	PROPN
epaa-5845	689	124	sarah	sarah	PROPN
epaa-5845	689	125	lubienski	lubienski	PROPN
epaa-5845	689	126	indiana	indiana	PROPN
epaa-5845	689	127	university	university	PROPN
epaa-5845	689	128	larisa	larisa	PROPN
epaa-5845	689	129	warhol	warhol	PROPN
epaa-5845	689	130	university	university	PROPN
epaa-5845	689	131	of	of	ADP
epaa-5845	689	132	connecticut	connecticut	PROPN
epaa-5845	689	133	matthew	matthew	PROPN
epaa-5845	689	134	di	di	PROPN
epaa-5845	689	135	carlo	carlo	PROPN
epaa-5845	689	136	albert	albert	PROPN
epaa-5845	689	137	shanker	shanker	PROPN
epaa-5845	689	138	institute	institute	PROPN
epaa-5845	689	139	william	william	PROPN
epaa-5845	689	140	j.	j.	PROPN
epaa-5845	689	141	mathis	mathis	PROPN
epaa-5845	689	142	university	university	PROPN
epaa-5845	689	143	of	of	ADP
epaa-5845	689	144	colorado	colorado	PROPN
epaa-5845	689	145	,	,	PUNCT
epaa-5845	689	146	boulder	boulder	PROPN
epaa-5845	689	147	john	john	PROPN
epaa-5845	689	148	weathers	weathers	PROPN
epaa-5845	689	149	university	university	PROPN
epaa-5845	689	150	of	of	ADP
epaa-5845	689	151	colorado	colorado	PROPN
epaa-5845	689	152	,	,	PUNCT
epaa-5845	689	153	colorado	colorado	PROPN
epaa-5845	689	154	springs	springs	PROPN
epaa-5845	689	155	sherman	sherman	PROPN
epaa-5845	689	156	dorn	dorn	PROPN
epaa-5845	689	157	arizona	arizona	PROPN
epaa-5845	689	158	state	state	PROPN
epaa-5845	689	159	university	university	PROPN
epaa-5845	689	160	michele	michele	PROPN
epaa-5845	689	161	s.	s.	PROPN
epaa-5845	689	162	moses	moses	PROPN
epaa-5845	689	163	university	university	PROPN
epaa-5845	689	164	of	of	ADP
epaa-5845	689	165	colorado	colorado	PROPN
epaa-5845	689	166	,	,	PUNCT
epaa-5845	689	167	boulder	boulder	PROPN
epaa-5845	689	168	kevin	kevin	PROPN
epaa-5845	689	169	welner	welner	PROPN
epaa-5845	689	170	university	university	PROPN
epaa-5845	689	171	of	of	ADP
epaa-5845	689	172	colorado	colorado	PROPN
epaa-5845	689	173	,	,	PUNCT
epaa-5845	689	174	boulder	boulder	PROPN
epaa-5845	689	175	michael	michael	PROPN
epaa-5845	689	176	j.	j.	PROPN
epaa-5845	689	177	dumas	dumas	PROPN
epaa-5845	689	178	university	university	PROPN
epaa-5845	689	179	of	of	ADP
epaa-5845	689	180	california	california	PROPN
epaa-5845	689	181	,	,	PUNCT
epaa-5845	689	182	berkeley	berkeley	PROPN
epaa-5845	689	183	julianne	julianne	PROPN
epaa-5845	689	184	moss	moss	PROPN
epaa-5845	689	185	deakin	deakin	PROPN
epaa-5845	689	186	university	university	PROPN
epaa-5845	689	187	,	,	PUNCT
epaa-5845	689	188	australia	australia	PROPN
epaa-5845	689	189	terrence	terrence	PROPN
epaa-5845	689	190	g.	g.	PROPN
epaa-5845	689	191	wiley	wiley	PROPN
epaa-5845	689	192	center	center	PROPN
epaa-5845	689	193	for	for	ADP
epaa-5845	689	194	applied	applied	ADJ
epaa-5845	689	195	linguistics	linguistic	NOUN
epaa-5845	689	196	kathy	kathy	PROPN
epaa-5845	689	197	escamilla	escamilla	PROPN
epaa-5845	689	198	university	university	PROPN
epaa-5845	689	199	of	of	ADP
epaa-5845	689	200	colorado	colorado	PROPN
epaa-5845	689	201	,	,	PUNCT
epaa-5845	689	202	boulder	boulder	PROPN
epaa-5845	689	203	sharon	sharon	PROPN
epaa-5845	689	204	nichols	nichols	PROPN
epaa-5845	689	205	university	university	PROPN
epaa-5845	689	206	of	of	ADP
epaa-5845	689	207	texas	texas	PROPN
epaa-5845	689	208	,	,	PUNCT
epaa-5845	689	209	san	san	PROPN
epaa-5845	689	210	antonio	antonio	PROPN
epaa-5845	689	211	john	john	PROPN
epaa-5845	689	212	willinsky	willinsky	PROPN
epaa-5845	689	213	stanford	stanford	PROPN
epaa-5845	689	214	university	university	PROPN
epaa-5845	689	215	yariv	yariv	PROPN
epaa-5845	689	216	feniger	feniger	ADV
epaa-5845	689	217	ben	ben	PROPN
epaa-5845	689	218	-	-	PUNCT
epaa-5845	689	219	gurion	gurion	PROPN
epaa-5845	689	220	university	university	PROPN
epaa-5845	689	221	of	of	ADP
epaa-5845	689	222	the	the	DET
epaa-5845	689	223	negev	negev	PROPN
epaa-5845	689	224	eric	eric	PROPN
epaa-5845	689	225	parsons	parsons	PROPN
epaa-5845	689	226	university	university	PROPN
epaa-5845	689	227	of	of	ADP
epaa-5845	689	228	missouri	missouri	PROPN
epaa-5845	689	229	-	-	PROPN
epaa-5845	689	230	columbia	columbia	PROPN
epaa-5845	689	231	jennifer	jennifer	PROPN
epaa-5845	689	232	r.	r.	PROPN
epaa-5845	689	233	wolgemuth	wolgemuth	PROPN
epaa-5845	689	234	university	university	PROPN
epaa-5845	689	235	of	of	ADP
epaa-5845	689	236	south	south	PROPN
epaa-5845	689	237	florida	florida	PROPN
epaa-5845	689	238	melissa	melissa	PROPN
epaa-5845	689	239	lynn	lynn	PROPN
epaa-5845	689	240	freeman	freeman	PROPN
epaa-5845	689	241	adams	adams	PROPN
epaa-5845	689	242	state	state	PROPN
epaa-5845	689	243	college	college	PROPN
epaa-5845	689	244	amanda	amanda	PROPN
epaa-5845	689	245	u.	u.	PROPN
epaa-5845	689	246	potterton	potterton	PROPN
epaa-5845	689	247	university	university	PROPN
epaa-5845	689	248	of	of	ADP
epaa-5845	689	249	kentucky	kentucky	PROPN
epaa-5845	689	250	kyo	kyo	PROPN
epaa-5845	689	251	yamashiro	yamashiro	PROPN
epaa-5845	689	252	claremont	claremont	PROPN
epaa-5845	689	253	graduate	graduate	PROPN
epaa-5845	689	254	university	university	PROPN
epaa-5845	689	255	rachael	rachael	PROPN
epaa-5845	689	256	gabriel	gabriel	PROPN
epaa-5845	689	257	university	university	PROPN
epaa-5845	689	258	of	of	ADP
epaa-5845	689	259	connecticut	connecticut	PROPN
epaa-5845	689	260	susan	susan	PROPN
epaa-5845	689	261	l.	l.	PROPN
epaa-5845	689	262	robertson	robertson	PROPN
epaa-5845	689	263	bristol	bristol	PROPN
epaa-5845	689	264	university	university	PROPN
epaa-5845	689	265	miri	miri	PROPN
epaa-5845	689	266	yemini	yemini	PROPN
epaa-5845	689	267	tel	tel	PROPN
epaa-5845	689	268	aviv	aviv	PROPN
epaa-5845	689	269	university	university	PROPN
epaa-5845	689	270	,	,	PUNCT
epaa-5845	689	271	israel	israel	PROPN
epaa-5845	689	272	taxonomy	taxonomy	NOUN
epaa-5845	689	273	of	of	ADP
epaa-5845	689	274	grading	grade	VERB
epaa-5845	689	275	practices	practice	NOUN
epaa-5845	689	276	in	in	ADP
epaa-5845	689	277	the	the	DET
epaa-5845	689	278	university	university	NOUN
epaa-5845	689	279	of	of	ADP
epaa-5845	689	280	puerto	puerto	PROPN
epaa-5845	689	281	rico	rico	PROPN
epaa-5845	689	282	at	at	ADP
epaa-5845	689	283	bayamón	bayamón	NOUN
epaa-5845	689	284	,	,	PUNCT
epaa-5845	689	285	1995	1995	NUM
epaa-5845	689	286	-	-	SYM
epaa-5845	689	287	96	96	NUM
epaa-5845	689	288	to	to	ADP
epaa-5845	689	289	2015	2015	NUM
epaa-5845	689	290	-16	-16	NUM
epaa-5845	689	291	35	35	NUM
epaa-5845	689	292	archivos	archivos	NOUN
epaa-5845	689	293	analíticos	analíticos	ADJ
epaa-5845	689	294	de	de	X
epaa-5845	689	295	políticas	políticas	PROPN
epaa-5845	689	296	educativas	educativas	PROPN
epaa-5845	689	297	consejo	consejo	PROPN
epaa-5845	689	298	editorial	editorial	PROPN
epaa-5845	689	299	editor	editor	NOUN
epaa-5845	689	300	consultor	consultor	PROPN
epaa-5845	689	301	:	:	PUNCT
epaa-5845	689	302	gustavo	gustavo	PROPN
epaa-5845	689	303	e.	e.	PROPN
epaa-5845	689	304	fischman	fischman	PROPN
epaa-5845	689	305	(	(	PUNCT
epaa-5845	689	306	arizona	arizona	PROPN
epaa-5845	689	307	state	state	PROPN
epaa-5845	689	308	university	university	PROPN
epaa-5845	689	309	)	)	PUNCT
epaa-5845	689	310	coordinador	coordinador	NOUN
epaa-5845	689	311	(	(	PUNCT
epaa-5845	689	312	español	español	NOUN
epaa-5845	689	313	/	/	SYM
epaa-5845	689	314	latinoamérica	latinoamérica	PROPN
epaa-5845	689	315	):	):	PUNCT
epaa-5845	689	316	ignacio	ignacio	PROPN
epaa-5845	689	317	barrenechea	barrenechea	PROPN
epaa-5845	689	318	(	(	PUNCT
epaa-5845	689	319	universidad	universidad	PROPN
epaa-5845	689	320	de	de	X
epaa-5845	689	321	san	san	PROPN
epaa-5845	689	322	andrés	andrés	PROPN
epaa-5845	689	323	)	)	PUNCT
epaa-5845	689	324	,	,	PUNCT
epaa-5845	689	325	ezequiel	ezequiel	PROPN
epaa-5845	689	326	gomez	gomez	PROPN
epaa-5845	689	327	caride	caride	PROPN
epaa-5845	689	328	(	(	PUNCT
epaa-5845	689	329	universidad	universidad	PROPN
epaa-5845	689	330	de	de	PROPN
epaa-5845	689	331	san	san	PROPN
epaa-5845	689	332	andres/	andres/	PROPN
epaa-5845	689	333	pontificia	pontificia	PROPN
epaa-5845	689	334	universidad	universidad	PROPN
epaa-5845	689	335	católica	católica	PROPN
epaa-5845	689	336	argentina	argentina	PROPN
epaa-5845	689	337	)	)	PUNCT
epaa-5845	689	338	editor	editor	NOUN
epaa-5845	689	339	coordinador	coordinador	PROPN
epaa-5845	689	340	(	(	PUNCT
epaa-5845	689	341	español	español	NOUN
epaa-5845	689	342	/	/	SYM
epaa-5845	689	343	norteamérica	norteamérica	PROPN
epaa-5845	689	344	):	):	PUNCT
epaa-5845	689	345	armando	armando	PROPN
epaa-5845	689	346	alcántara	alcántara	PROPN
epaa-5845	689	347	santuario	santuario	PROPN
epaa-5845	689	348	(	(	PUNCT
epaa-5845	689	349	universidad	universidad	PROPN
epaa-5845	689	350	nacional	nacional	PROPN
epaa-5845	689	351	autónoma	autónoma	PROPN
epaa-5845	689	352	de	de	X
epaa-5845	689	353	méxico	méxico	PROPN
epaa-5845	689	354	)	)	PUNCT
epaa-5845	689	355	editor	editor	NOUN
epaa-5845	689	356	coordinador	coordinador	PROPN
epaa-5845	689	357	(	(	PUNCT
epaa-5845	689	358	español	español	NOUN
epaa-5845	689	359	/	/	SYM
epaa-5845	689	360	españa	españa	PROPN
epaa-5845	689	361	):	):	PUNCT
epaa-5845	689	362	antonio	antonio	PROPN
epaa-5845	689	363	luzon	luzon	PROPN
epaa-5845	689	364	(	(	PUNCT
epaa-5845	689	365	universidad	universidad	PROPN
epaa-5845	689	366	de	de	X
epaa-5845	689	367	granada	granada	PROPN
epaa-5845	689	368	)	)	PUNCT
epaa-5845	689	369	editores	editores	PROPN
epaa-5845	689	370	asociados	asociados	PROPN
epaa-5845	689	371	:	:	PUNCT
epaa-5845	689	372	jason	jason	NOUN
epaa-5845	689	373	beech	beech	NOUN
epaa-5845	689	374	(	(	PUNCT
epaa-5845	689	375	monash	monash	PROPN
epaa-5845	689	376	university	university	PROPN
epaa-5845	689	377	)	)	PUNCT
epaa-5845	689	378	,	,	PUNCT
epaa-5845	689	379	angelica	angelica	PROPN
epaa-5845	689	380	buendia	buendia	PROPN
epaa-5845	689	381	,	,	PUNCT
epaa-5845	689	382	(	(	PUNCT
epaa-5845	689	383	metropolitan	metropolitan	PROPN
epaa-5845	689	384	autonomous	autonomous	ADJ
epaa-5845	689	385	university	university	PROPN
epaa-5845	689	386	)	)	PUNCT
epaa-5845	689	387	,	,	PUNCT
epaa-5845	689	388	gabriela	gabriela	PROPN
epaa-5845	689	389	de	de	PROPN
epaa-5845	689	390	la	la	PROPN
epaa-5845	689	391	cruz	cruz	PROPN
epaa-5845	689	392	flores	flores	PROPN
epaa-5845	689	393	(	(	PUNCT
epaa-5845	689	394	universidad	universidad	PROPN
epaa-5845	689	395	nacional	nacional	PROPN
epaa-5845	689	396	autónoma	autónoma	PROPN
epaa-5845	689	397	de	de	X
epaa-5845	689	398	mëxico	mëxico	PROPN
epaa-5845	689	399	)	)	PUNCT
epaa-5845	689	400	,	,	PUNCT
epaa-5845	689	401	alejandra	alejandra	PROPN
epaa-5845	689	402	falabella	falabella	PROPN
epaa-5845	689	403	(	(	PUNCT
epaa-5845	689	404	universidad	universidad	PROPN
epaa-5845	689	405	alberto	alberto	PROPN
epaa-5845	689	406	hurtado	hurtado	PROPN
epaa-5845	689	407	,	,	PUNCT
epaa-5845	689	408	chile	chile	PROPN
epaa-5845	689	409	)	)	PUNCT
epaa-5845	689	410	,	,	PUNCT
epaa-5845	689	411	carmuca	carmuca	PROPN
epaa-5845	689	412	gómez	gómez	NOUN
epaa-5845	689	413	-	-	PUNCT
epaa-5845	689	414	bueno	bueno	PROPN
epaa-5845	689	415	(	(	PUNCT
epaa-5845	689	416	universidad	universidad	PROPN
epaa-5845	689	417	de	de	X
epaa-5845	689	418	granada	granada	PROPN
epaa-5845	689	419	)	)	PUNCT
epaa-5845	689	420	,	,	PUNCT
epaa-5845	689	421	carolina	carolina	PROPN
epaa-5845	689	422	guzmán	guzmán	PROPN
epaa-5845	689	423	-	-	PUNCT
epaa-5845	689	424	valenzuela	valenzuela	PROPN
epaa-5845	689	425	(	(	PUNCT
epaa-5845	689	426	universidade	universidade	PROPN
epaa-5845	689	427	de	de	X
epaa-5845	689	428	chile	chile	PROPN
epaa-5845	689	429	)	)	PUNCT
epaa-5845	689	430	,	,	PUNCT
epaa-5845	689	431	cesar	cesar	PROPN
epaa-5845	689	432	lorenzo	lorenzo	PROPN
epaa-5845	689	433	rodriguez	rodriguez	PROPN
epaa-5845	689	434	uribe	uribe	PROPN
epaa-5845	689	435	(	(	PUNCT
epaa-5845	689	436	universidad	universidad	PROPN
epaa-5845	689	437	marista	marista	PROPN
epaa-5845	689	438	de	de	X
epaa-5845	689	439	guadalajara	guadalajara	PROPN
epaa-5845	689	440	)	)	PUNCT
epaa-5845	689	441	,	,	PUNCT
epaa-5845	689	442	antonia	antonia	PROPN
epaa-5845	689	443	lozano	lozano	PROPN
epaa-5845	689	444	-	-	PUNCT
epaa-5845	689	445	díaz	díaz	NOUN
epaa-5845	689	446	(	(	PUNCT
epaa-5845	689	447	university	university	NOUN
epaa-5845	689	448	of	of	ADP
epaa-5845	689	449	almería	almería	PROPN
epaa-5845	689	450	)	)	PUNCT
epaa-5845	689	451	,	,	PUNCT
epaa-5845	689	452	sergio	sergio	PROPN
epaa-5845	689	453	gerardo	gerardo	PROPN
epaa-5845	689	454	málaga	málaga	PROPN
epaa-5845	689	455	villegas	villegas	PROPN
epaa-5845	689	456	(	(	PUNCT
epaa-5845	689	457	instituto	instituto	PROPN
epaa-5845	689	458	de	de	PROPN
epaa-5845	689	459	investigación	investigación	PROPN
epaa-5845	689	460	y	y	PROPN
epaa-5845	689	461	desarrollo	desarrollo	PROPN
epaa-5845	689	462	educativo	educativo	PROPN
epaa-5845	689	463	,	,	PUNCT
epaa-5845	689	464	universidad	universidad	PROPN
epaa-5845	689	465	autónoma	autónoma	PROPN
epaa-5845	689	466	de	de	PROPN
epaa-5845	689	467	baja	baja	PROPN
epaa-5845	689	468	california	california	PROPN
epaa-5845	689	469	(	(	PUNCT
epaa-5845	689	470	iide	iide	ADV
epaa-5845	689	471	-	-	PUNCT
epaa-5845	689	472	uabc	uabc	ADJ
epaa-5845	689	473	)	)	PUNCT
epaa-5845	689	474	)	)	PUNCT
epaa-5845	689	475	,	,	PUNCT
epaa-5845	689	476	maría	maría	PROPN
epaa-5845	689	477	teresa	teresa	PROPN
epaa-5845	689	478	martín	martín	PROPN
epaa-5845	689	479	palomo	palomo	PROPN
epaa-5845	689	480	(	(	PUNCT
epaa-5845	689	481	university	university	NOUN
epaa-5845	689	482	of	of	ADP
epaa-5845	689	483	almería	almería	PROPN
epaa-5845	689	484	)	)	PUNCT
epaa-5845	689	485	,	,	PUNCT
epaa-5845	689	486	maría	maría	PROPN
epaa-5845	689	487	fernández	fernández	PROPN
epaa-5845	689	488	mellizosoto	mellizosoto	PROPN
epaa-5845	689	489	(	(	PUNCT
epaa-5845	689	490	universidad	universidad	PROPN
epaa-5845	689	491	complutense	complutense	PROPN
epaa-5845	689	492	de	de	PROPN
epaa-5845	689	493	madrid	madrid	PROPN
epaa-5845	689	494	)	)	PUNCT
epaa-5845	689	495	,	,	PUNCT
epaa-5845	689	496	tiburcio	tiburcio	PROPN
epaa-5845	689	497	moreno	moreno	PROPN
epaa-5845	689	498	(	(	PUNCT
epaa-5845	689	499	autonomous	autonomous	ADJ
epaa-5845	689	500	metropolitan	metropolitan	PROPN
epaa-5845	689	501	university	university	NOUN
epaa-5845	689	502	-	-	PUNCT
epaa-5845	689	503	cuajimalpa	cuajimalpa	NOUN
epaa-5845	689	504	unit	unit	NOUN
epaa-5845	689	505	)	)	PUNCT
epaa-5845	689	506	,	,	PUNCT
epaa-5845	689	507	josé	josé	PROPN
epaa-5845	689	508	luis	luis	PROPN
epaa-5845	689	509	ramírez	ramírez	PROPN
epaa-5845	689	510	,	,	PUNCT
epaa-5845	689	511	(	(	PUNCT
epaa-5845	689	512	universidad	universidad	PROPN
epaa-5845	689	513	de	de	X
epaa-5845	689	514	sonora	sonora	PROPN
epaa-5845	689	515	)	)	PUNCT
epaa-5845	689	516	,	,	PUNCT
epaa-5845	689	517	axel	axel	PROPN
epaa-5845	689	518	rivas	rivas	PROPN
epaa-5845	689	519	(	(	PUNCT
epaa-5845	689	520	universidad	universidad	PROPN
epaa-5845	689	521	de	de	X
epaa-5845	689	522	san	san	PROPN
epaa-5845	689	523	andrés	andrés	PROPN
epaa-5845	689	524	)	)	PUNCT
epaa-5845	689	525	,	,	PUNCT
epaa-5845	689	526	maria	maria	PROPN
epaa-5845	689	527	veronica	veronica	PROPN
epaa-5845	689	528	santelices	santelice	NOUN
epaa-5845	689	529	(	(	PUNCT
epaa-5845	689	530	pontificia	pontificia	PROPN
epaa-5845	689	531	universidad	universidad	PROPN
epaa-5845	689	532	católica	católica	PROPN
epaa-5845	689	533	de	de	PROPN
epaa-5845	689	534	chile	chile	PROPN
epaa-5845	689	535	)	)	PUNCT
epaa-5845	689	536	claudio	claudio	PROPN
epaa-5845	689	537	almonacid	almonacid	NOUN
epaa-5845	689	538	universidad	universidad	PROPN
epaa-5845	689	539	metropolitana	metropolitana	PROPN
epaa-5845	689	540	de	de	PROPN
epaa-5845	689	541	ciencias	ciencias	PROPN
epaa-5845	689	542	de	de	PROPN
epaa-5845	689	543	la	la	PROPN
epaa-5845	689	544	educación	educación	PROPN
epaa-5845	689	545	,	,	PUNCT
epaa-5845	689	546	chile	chile	PROPN
epaa-5845	689	547	ana	ana	PROPN
epaa-5845	689	548	maría	maría	PROPN
epaa-5845	689	549	garcía	garcía	PROPN
epaa-5845	689	550	de	de	X
epaa-5845	689	551	fanelli	fanelli	X
epaa-5845	689	552	centro	centro	X
epaa-5845	689	553	de	de	X
epaa-5845	689	554	estudios	estudios	X
epaa-5845	689	555	de	de	X
epaa-5845	689	556	estado	estado	PROPN
epaa-5845	689	557	y	y	PROPN
epaa-5845	689	558	sociedad	sociedad	PROPN
epaa-5845	689	559	(	(	PUNCT
epaa-5845	689	560	cedes	cede	VERB
epaa-5845	689	561	)	)	PUNCT
epaa-5845	689	562	conicet	conicet	PROPN
epaa-5845	689	563	,	,	PUNCT
epaa-5845	689	564	argentina	argentina	PROPN
epaa-5845	689	565	miriam	miriam	PROPN
epaa-5845	689	566	rodríguez	rodríguez	PROPN
epaa-5845	689	567	vargas	vargas	PROPN
epaa-5845	689	568	universidad	universidad	PROPN
epaa-5845	689	569	autónoma	autónoma	PROPN
epaa-5845	689	570	de	de	PROPN
epaa-5845	689	571	tamaulipas	tamaulipas	PROPN
epaa-5845	689	572	,	,	PUNCT
epaa-5845	689	573	méxico	méxico	PROPN
epaa-5845	689	574	miguel	miguel	PROPN
epaa-5845	689	575	ángel	ángel	PROPN
epaa-5845	689	576	arias	arias	PROPN
epaa-5845	689	577	ortega	ortega	PROPN
epaa-5845	689	578	universidad	universidad	PROPN
epaa-5845	689	579	autónoma	autónoma	PROPN
epaa-5845	689	580	de	de	PROPN
epaa-5845	689	581	la	la	PROPN
epaa-5845	689	582	ciudad	ciudad	PROPN
epaa-5845	689	583	de	de	PROPN
epaa-5845	689	584	méxico	méxico	PROPN
epaa-5845	689	585	juan	juan	PROPN
epaa-5845	689	586	carlos	carlos	PROPN
epaa-5845	689	587	gonzález	gonzález	PROPN
epaa-5845	689	588	faraco	faraco	PROPN
epaa-5845	689	589	universidad	universidad	PROPN
epaa-5845	689	590	de	de	PROPN
epaa-5845	689	591	huelva	huelva	PROPN
epaa-5845	689	592	,	,	PUNCT
epaa-5845	689	593	españa	españa	PROPN
epaa-5845	689	594	josé	josé	PROPN
epaa-5845	689	595	gregorio	gregorio	PROPN
epaa-5845	689	596	rodríguez	rodríguez	PROPN
epaa-5845	689	597	universidad	universidad	PROPN
epaa-5845	689	598	nacional	nacional	PROPN
epaa-5845	689	599	de	de	X
epaa-5845	689	600	colombia	colombia	PROPN
epaa-5845	689	601	,	,	PUNCT
epaa-5845	689	602	colombia	colombia	PROPN
epaa-5845	689	603	xavier	xavier	PROPN
epaa-5845	689	604	besalú	besalú	PROPN
epaa-5845	689	605	costa	costa	PROPN
epaa-5845	689	606	universitat	universitat	PROPN
epaa-5845	689	607	de	de	PROPN
epaa-5845	689	608	girona	girona	PROPN
epaa-5845	689	609	,	,	PUNCT
epaa-5845	689	610	españa	españa	PROPN
epaa-5845	689	611	maría	maría	PROPN
epaa-5845	689	612	clemente	clemente	PROPN
epaa-5845	689	613	linuesa	linuesa	PROPN
epaa-5845	689	614	universidad	universidad	PROPN
epaa-5845	689	615	de	de	PROPN
epaa-5845	689	616	salamanca	salamanca	PROPN
epaa-5845	689	617	,	,	PUNCT
epaa-5845	689	618	españa	españa	PROPN
epaa-5845	689	619	mario	mario	PROPN
epaa-5845	689	620	rueda	rueda	PROPN
epaa-5845	689	621	beltrán	beltrán	VERB
epaa-5845	689	622	instituto	instituto	PROPN
epaa-5845	689	623	de	de	PROPN
epaa-5845	689	624	investigaciones	investigaciones	PROPN
epaa-5845	690	1	sobre	sobre	PROPN
epaa-5845	690	2	la	la	PROPN
epaa-5845	690	3	universidad	universidad	PROPN
epaa-5845	690	4	y	y	PROPN
epaa-5845	690	5	la	la	PROPN
epaa-5845	690	6	educación	educación	PROPN
epaa-5845	690	7	,	,	PUNCT
epaa-5845	690	8	unam	unam	PROPN
epaa-5845	690	9	,	,	PUNCT
epaa-5845	690	10	méxico	méxico	PROPN
epaa-5845	690	11	xavier	xavier	PROPN
epaa-5845	691	1	bonal	bonal	PROPN
epaa-5845	691	2	sarro	sarro	PROPN
epaa-5845	691	3	universidad	universidad	PROPN
epaa-5845	691	4	autónoma	autónoma	PROPN
epaa-5845	691	5	de	de	PROPN
epaa-5845	691	6	barcelona	barcelona	PROPN
epaa-5845	691	7	,	,	PUNCT
epaa-5845	691	8	españa	españa	PROPN
epaa-5845	691	9	jaume	jaume	PROPN
epaa-5845	691	10	martínez	martínez	PROPN
epaa-5845	691	11	bonafé	bonafé	PROPN
epaa-5845	691	12	universitat	universitat	PROPN
epaa-5845	691	13	de	de	X
epaa-5845	691	14	valència	valència	PROPN
epaa-5845	691	15	,	,	PUNCT
epaa-5845	691	16	españa	españa	PROPN
epaa-5845	691	17	josé	josé	PROPN
epaa-5845	691	18	luis	luis	PROPN
epaa-5845	691	19	san	san	PROPN
epaa-5845	691	20	fabián	fabián	PROPN
epaa-5845	691	21	maroto	maroto	PROPN
epaa-5845	691	22	universidad	universidad	PROPN
epaa-5845	691	23	de	de	PROPN
epaa-5845	691	24	oviedo	oviedo	PROPN
epaa-5845	691	25	,	,	PUNCT
epaa-5845	691	26	españa	españa	PROPN
epaa-5845	691	27	antonio	antonio	PROPN
epaa-5845	691	28	bolívar	bolívar	PROPN
epaa-5845	691	29	boitia	boitia	PROPN
epaa-5845	691	30	universidad	universidad	PROPN
epaa-5845	691	31	de	de	X
epaa-5845	691	32	granada	granada	PROPN
epaa-5845	691	33	,	,	PUNCT
epaa-5845	692	1	españa	españa	PROPN
epaa-5845	692	2	alejandro	alejandro	PROPN
epaa-5845	692	3	márquez	márquez	PROPN
epaa-5845	692	4	jiménez	jiménez	PROPN
epaa-5845	692	5	instituto	instituto	PROPN
epaa-5845	692	6	de	de	PROPN
epaa-5845	692	7	investigaciones	investigaciones	PROPN
epaa-5845	692	8	sobre	sobre	PROPN
epaa-5845	692	9	la	la	PROPN
epaa-5845	692	10	universidad	universidad	PROPN
epaa-5845	692	11	y	y	PROPN
epaa-5845	692	12	la	la	PROPN
epaa-5845	692	13	educación	educación	PROPN
epaa-5845	692	14	,	,	PUNCT
epaa-5845	692	15	unam	unam	PROPN
epaa-5845	692	16	,	,	PUNCT
epaa-5845	692	17	méxico	méxico	PROPN
epaa-5845	692	18	jurjo	jurjo	PROPN
epaa-5845	692	19	torres	torre	VERB
epaa-5845	692	20	santomé	santomé	NOUN
epaa-5845	692	21	,	,	PUNCT
epaa-5845	692	22	universidad	universidad	PROPN
epaa-5845	692	23	de	de	X
epaa-5845	692	24	la	la	PROPN
epaa-5845	692	25	coruña	coruña	PROPN
epaa-5845	692	26	,	,	PUNCT
epaa-5845	692	27	españa	españa	PROPN
epaa-5845	692	28	josé	josé	PROPN
epaa-5845	692	29	joaquín	joaquín	PROPN
epaa-5845	692	30	brunner	brunner	PROPN
epaa-5845	692	31	universidad	universidad	PROPN
epaa-5845	692	32	diego	diego	PROPN
epaa-5845	692	33	portales	portales	PROPN
epaa-5845	692	34	,	,	PUNCT
epaa-5845	692	35	chile	chile	PROPN
epaa-5845	692	36	maría	maría	PROPN
epaa-5845	692	37	guadalupe	guadalupe	PROPN
epaa-5845	692	38	olivier	olivier	PROPN
epaa-5845	692	39	tellez	tellez	PROPN
epaa-5845	692	40	,	,	PUNCT
epaa-5845	692	41	universidad	universidad	PROPN
epaa-5845	692	42	pedagógica	pedagógica	PROPN
epaa-5845	692	43	nacional	nacional	PROPN
epaa-5845	692	44	,	,	PUNCT
epaa-5845	692	45	méxico	méxico	PROPN
epaa-5845	692	46	yengny	yengny	PROPN
epaa-5845	692	47	marisol	marisol	PROPN
epaa-5845	692	48	silva	silva	PROPN
epaa-5845	692	49	laya	laya	PROPN
epaa-5845	692	50	universidad	universidad	PROPN
epaa-5845	692	51	iberoamericana	iberoamericana	PROPN
epaa-5845	692	52	,	,	PUNCT
epaa-5845	692	53	méxico	méxico	PROPN
epaa-5845	692	54	damián	damián	PROPN
epaa-5845	692	55	canales	canales	PROPN
epaa-5845	692	56	sánchez	sánchez	PROPN
epaa-5845	692	57	instituto	instituto	PROPN
epaa-5845	692	58	nacional	nacional	PROPN
epaa-5845	692	59	para	para	PROPN
epaa-5845	692	60	la	la	PROPN
epaa-5845	692	61	evaluación	evaluación	PROPN
epaa-5845	692	62	de	de	PROPN
epaa-5845	692	63	la	la	PROPN
epaa-5845	692	64	educación	educación	PROPN
epaa-5845	692	65	,	,	PUNCT
epaa-5845	692	66	méxico	méxico	PROPN
epaa-5845	692	67	miguel	miguel	PROPN
epaa-5845	692	68	pereyra	pereyra	PROPN
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epaa-5845	692	70	de	de	X
epaa-5845	692	71	granada	granada	PROPN
epaa-5845	692	72	,	,	PUNCT
epaa-5845	692	73	españa	españa	PROPN
epaa-5845	692	74	ernesto	ernesto	PROPN
epaa-5845	692	75	treviño	treviño	PROPN
epaa-5845	692	76	ronzón	ronzón	VERB
epaa-5845	692	77	universidad	universidad	PROPN
epaa-5845	692	78	veracruzana	veracruzana	PROPN
epaa-5845	692	79	,	,	PUNCT
epaa-5845	692	80	méxico	méxico	PROPN
epaa-5845	692	81	gabriela	gabriela	PROPN
epaa-5845	692	82	de	de	PROPN
epaa-5845	692	83	la	la	PROPN
epaa-5845	692	84	cruz	cruz	PROPN
epaa-5845	692	85	flores	flores	PROPN
epaa-5845	692	86	universidad	universidad	PROPN
epaa-5845	692	87	nacional	nacional	PROPN
epaa-5845	692	88	autónoma	autónoma	PROPN
epaa-5845	692	89	de	de	PROPN
epaa-5845	692	90	méxico	méxico	PROPN
epaa-5845	692	91	mónica	mónica	PROPN
epaa-5845	692	92	pini	pini	PROPN
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epaa-5845	692	94	nacional	nacional	PROPN
epaa-5845	692	95	de	de	PROPN
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epaa-5845	692	104	diego	diego	PROPN
epaa-5845	692	105	portales	portales	PROPN
epaa-5845	692	106	santiago	santiago	PROPN
epaa-5845	692	107	,	,	PUNCT
epaa-5845	692	108	chile	chile	PROPN
epaa-5845	692	109	marco	marco	PROPN
epaa-5845	692	110	antonio	antonio	PROPN
epaa-5845	692	111	delgado	delgado	PROPN
epaa-5845	692	112	fuentes	fuente	VERB
epaa-5845	692	113	universidad	universidad	PROPN
epaa-5845	692	114	iberoamericana	iberoamericana	PROPN
epaa-5845	692	115	,	,	PUNCT
epaa-5845	692	116	méxico	méxico	PROPN
epaa-5845	692	117	omar	omar	PROPN
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epaa-5845	692	119	pulido	pulido	PROPN
epaa-5845	692	120	chaves	chaves	PROPN
epaa-5845	692	121	instituto	instituto	PROPN
epaa-5845	692	122	para	para	PROPN
epaa-5845	692	123	la	la	PROPN
epaa-5845	692	124	investigación	investigación	PROPN
epaa-5845	692	125	educativa	educativa	PROPN
epaa-5845	692	126	y	y	PROPN
epaa-5845	692	127	el	el	PROPN
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epaa-5845	692	129	pedagógico	pedagógico	PROPN
epaa-5845	692	130	(	(	PUNCT
epaa-5845	692	131	idep	idep	PROPN
epaa-5845	692	132	)	)	PUNCT
epaa-5845	692	133	antoni	antoni	PROPN
epaa-5845	692	134	verger	verger	PROPN
epaa-5845	692	135	planells	planell	VERB
epaa-5845	692	136	universidad	universidad	PROPN
epaa-5845	692	137	autónoma	autónoma	PROPN
epaa-5845	692	138	de	de	PROPN
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epaa-5845	692	140	,	,	PUNCT
epaa-5845	692	141	españa	españa	PROPN
epaa-5845	692	142	inés	inés	PROPN
epaa-5845	692	143	dussel	dussel	NOUN
epaa-5845	692	144	,	,	PUNCT
epaa-5845	692	145	die	die	NOUN
epaa-5845	692	146	-	-	PUNCT
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epaa-5845	692	152	rivas	rivas	PROPN
epaa-5845	692	153	flores	flores	PROPN
epaa-5845	692	154	universidad	universidad	PROPN
epaa-5845	692	155	de	de	PROPN
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epaa-5845	692	157	,	,	PUNCT
epaa-5845	692	158	españa	españa	NOUN
epaa-5845	692	159	catalina	catalina	PROPN
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epaa-5845	692	162	de	de	PROPN
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epaa-5845	692	165	,	,	PUNCT
epaa-5845	692	166	argentina	argentina	PROPN
epaa-5845	692	167	pedro	pedro	PROPN
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epaa-5845	692	169	crespo	crespo	PROPN
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epaa-5845	692	179	de	de	X
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epaa-5845	692	182	méxico	méxico	PROPN
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epaa-5845	692	184	:	:	PUNCT
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epaa-5845	692	192	'	'	PUNCT
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epaa-5845	692	194	javascript	javascript	NOUN
epaa-5845	692	195	:	:	PUNCT
epaa-5845	692	196	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	197	/	/	SYM
epaa-5845	692	198	ojs	ojs	NOUN
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epaa-5845	692	200	about	about	ADP
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epaa-5845	692	202	editorialteambio/820	editorialteambio/820	NOUN
epaa-5845	692	203	'	'	PUNCT
epaa-5845	692	204	)	)	PUNCT
epaa-5845	692	205	javascript	javascript	NOUN
epaa-5845	692	206	:	:	PUNCT
epaa-5845	692	207	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	208	/	/	SYM
epaa-5845	692	209	ojs	ojs	NOUN
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epaa-5845	692	211	about	about	ADP
epaa-5845	692	212	/	/	SYM
epaa-5845	692	213	editorialteambio/4276	editorialteambio/4276	NOUN
epaa-5845	692	214	'	'	PUNCT
epaa-5845	692	215	)	)	PUNCT
epaa-5845	692	216	javascript	javascript	NOUN
epaa-5845	692	217	:	:	PUNCT
epaa-5845	692	218	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	219	/	/	SYM
epaa-5845	692	220	ojs	ojs	NOUN
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epaa-5845	692	222	about	about	NOUN
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epaa-5845	692	225	'	'	PUNCT
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epaa-5845	692	227	javascript	javascript	NOUN
epaa-5845	692	228	:	:	PUNCT
epaa-5845	692	229	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	230	/	/	SYM
epaa-5845	692	231	ojs	ojs	NOUN
epaa-5845	692	232	/	/	SYM
epaa-5845	692	233	about	about	ADP
epaa-5845	692	234	/	/	SYM
epaa-5845	692	235	editorialteambio/825	editorialteambio/825	NOUN
epaa-5845	692	236	'	'	PUNCT
epaa-5845	692	237	)	)	PUNCT
epaa-5845	692	238	javascript	javascript	NOUN
epaa-5845	692	239	:	:	PUNCT
epaa-5845	692	240	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	241	/	/	SYM
epaa-5845	692	242	ojs	ojs	NOUN
epaa-5845	692	243	/	/	SYM
epaa-5845	692	244	about	about	ADP
epaa-5845	692	245	/	/	SYM
epaa-5845	692	246	editorialteambio/797	editorialteambio/797	NOUN
epaa-5845	692	247	'	'	PUNCT
epaa-5845	692	248	)	)	PUNCT
epaa-5845	692	249	javascript	javascript	NOUN
epaa-5845	692	250	:	:	PUNCT
epaa-5845	692	251	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	252	/	/	SYM
epaa-5845	692	253	ojs	ojs	NOUN
epaa-5845	692	254	/	/	SYM
epaa-5845	692	255	about	about	ADP
epaa-5845	692	256	/	/	SYM
epaa-5845	692	257	editorialteambio/823	editorialteambio/823	NOUN
epaa-5845	692	258	'	'	PUNCT
epaa-5845	692	259	)	)	PUNCT
epaa-5845	692	260	javascript	javascript	NOUN
epaa-5845	692	261	:	:	PUNCT
epaa-5845	692	262	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	263	/	/	SYM
epaa-5845	692	264	ojs	ojs	NOUN
epaa-5845	692	265	/	/	SYM
epaa-5845	692	266	about	about	ADP
epaa-5845	692	267	/	/	SYM
epaa-5845	692	268	editorialteambio/798	editorialteambio/798	ADJ
epaa-5845	692	269	'	'	PUNCT
epaa-5845	692	270	)	)	PUNCT
epaa-5845	692	271	javascript	javascript	NOUN
epaa-5845	692	272	:	:	PUNCT
epaa-5845	692	273	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	274	/	/	SYM
epaa-5845	692	275	ojs	ojs	NOUN
epaa-5845	692	276	/	/	SYM
epaa-5845	692	277	about	about	ADP
epaa-5845	692	278	/	/	SYM
epaa-5845	692	279	editorialteambio/555	editorialteambio/555	NOUN
epaa-5845	692	280	'	'	PUNCT
epaa-5845	692	281	)	)	PUNCT
epaa-5845	692	282	javascript	javascript	NOUN
epaa-5845	692	283	:	:	PUNCT
epaa-5845	692	284	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	285	/	/	SYM
epaa-5845	692	286	ojs	ojs	NOUN
epaa-5845	692	287	/	/	SYM
epaa-5845	692	288	about	about	ADP
epaa-5845	692	289	/	/	SYM
epaa-5845	692	290	editorialteambio/814	editorialteambio/814	NOUN
epaa-5845	692	291	'	'	PUNCT
epaa-5845	692	292	)	)	PUNCT
epaa-5845	692	293	javascript	javascript	NOUN
epaa-5845	692	294	:	:	PUNCT
epaa-5845	692	295	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	296	/	/	SYM
epaa-5845	692	297	ojs	ojs	NOUN
epaa-5845	692	298	/	/	SYM
epaa-5845	692	299	about	about	ADP
epaa-5845	692	300	/	/	SYM
epaa-5845	692	301	editorialteambio/2703	editorialteambio/2703	NOUN
epaa-5845	692	302	'	'	PUNCT
epaa-5845	692	303	)	)	PUNCT
epaa-5845	692	304	javascript	javascript	NOUN
epaa-5845	692	305	:	:	PUNCT
epaa-5845	692	306	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	307	/	/	SYM
epaa-5845	692	308	ojs	ojs	NOUN
epaa-5845	692	309	/	/	SYM
epaa-5845	692	310	about	about	NOUN
epaa-5845	692	311	/	/	SYM
epaa-5845	692	312	editorialteambio/801	editorialteambio/801	NOUN
epaa-5845	692	313	'	'	PART
epaa-5845	692	314	)	)	PUNCT
epaa-5845	692	315	javascript	javascript	NOUN
epaa-5845	692	316	:	:	PUNCT
epaa-5845	692	317	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	318	/	/	SYM
epaa-5845	692	319	ojs	ojs	NOUN
epaa-5845	692	320	/	/	SYM
epaa-5845	692	321	about	about	ADP
epaa-5845	692	322	/	/	SYM
epaa-5845	692	323	editorialteambio/826	editorialteambio/826	PROPN
epaa-5845	692	324	'	'	PART
epaa-5845	692	325	)	)	PUNCT
epaa-5845	692	326	javascript	javascript	NOUN
epaa-5845	692	327	:	:	PUNCT
epaa-5845	692	328	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	329	/	/	SYM
epaa-5845	692	330	ojs	ojs	NOUN
epaa-5845	692	331	/	/	SYM
epaa-5845	692	332	about	about	ADP
epaa-5845	692	333	/	/	SYM
epaa-5845	692	334	editorialteambio/802	editorialteambio/802	NOUN
epaa-5845	692	335	'	'	PUNCT
epaa-5845	692	336	)	)	PUNCT
epaa-5845	692	337	javascript	javascript	NOUN
epaa-5845	692	338	:	:	PUNCT
epaa-5845	692	339	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	340	/	/	SYM
epaa-5845	692	341	ojs	ojs	NOUN
epaa-5845	692	342	/	/	SYM
epaa-5845	692	343	about	about	NOUN
epaa-5845	692	344	/	/	SYM
epaa-5845	692	345	editorialteambio/3264	editorialteambio/3264	NOUN
epaa-5845	692	346	'	'	PUNCT
epaa-5845	692	347	)	)	PUNCT
epaa-5845	692	348	javascript	javascript	NOUN
epaa-5845	692	349	:	:	PUNCT
epaa-5845	692	350	openrtwindow('http://epaa.asu.edu	openrtwindow('http://epaa.asu.edu	PROPN
epaa-5845	692	351	/	/	SYM
epaa-5845	692	352	ojs	ojs	NOUN
epaa-5845	692	353	/	/	SYM
epaa-5845	692	354	about	about	ADP
epaa-5845	692	355	/	/	SYM
epaa-5845	692	356	editorialteambio/804	editorialteambio/804	NOUN
epaa-5845	692	357	'	'	PUNCT
epaa-5845	692	358	)	)	PUNCT
epaa-5845	692	359	education	education	NOUN
epaa-5845	692	360	policy	policy	NOUN
epaa-5845	692	361	analysis	analysis	NOUN
epaa-5845	692	362	archives	archive	NOUN
epaa-5845	692	363	vol	vol	NOUN
epaa-5845	692	364	.	.	PROPN
epaa-5845	693	1	29	29	NUM
epaa-5845	694	1	no	no	NOUN
epaa-5845	694	2	.	.	NOUN
epaa-5845	695	1	57	57	NUM
epaa-5845	695	2	36	36	NUM
epaa-5845	695	3	arquivos	arquivos	NOUN
epaa-5845	695	4	analíticos	analíticos	ADJ
epaa-5845	695	5	de	de	PROPN
epaa-5845	695	6	políticas	políticas	PROPN
epaa-5845	695	7	educativas	educativas	PROPN
epaa-5845	695	8	conselho	conselho	PROPN
epaa-5845	695	9	editorial	editorial	ADJ
epaa-5845	695	10	editor	editor	NOUN
epaa-5845	695	11	consultor	consultor	NOUN
epaa-5845	695	12	:	:	PUNCT
epaa-5845	695	13	gustavo	gustavo	PROPN
epaa-5845	695	14	e.	e.	PROPN
epaa-5845	695	15	fischman	fischman	PROPN
epaa-5845	695	16	(	(	PUNCT
epaa-5845	695	17	arizona	arizona	PROPN
epaa-5845	695	18	state	state	PROPN
epaa-5845	695	19	university	university	PROPN
epaa-5845	695	20	)	)	PUNCT
epaa-5845	695	21	editoras	editoras	NOUN
epaa-5845	695	22	coordenadores	coordenadore	NOUN
epaa-5845	695	23	:	:	PUNCT
epaa-5845	695	24	marcia	marcia	PROPN
epaa-5845	695	25	pletsch	pletsch	PROPN
epaa-5845	695	26	,	,	PUNCT
epaa-5845	695	27	sandra	sandra	PROPN
epaa-5845	695	28	regina	regina	PROPN
epaa-5845	695	29	sales	sales	PROPN
epaa-5845	695	30	(	(	PUNCT
epaa-5845	695	31	universidade	universidade	PROPN
epaa-5845	695	32	federal	federal	PROPN
epaa-5845	695	33	rural	rural	PROPN
epaa-5845	695	34	do	do	AUX
epaa-5845	695	35	rio	rio	PROPN
epaa-5845	695	36	de	de	PROPN
epaa-5845	695	37	janeiro	janeiro	PROPN
epaa-5845	695	38	)	)	PUNCT
epaa-5845	695	39	editores	editores	PROPN
epaa-5845	695	40	associadas	associada	VERB
epaa-5845	695	41	:	:	PUNCT
epaa-5845	695	42	andréa	andréa	PROPN
epaa-5845	695	43	barbosa	barbosa	PROPN
epaa-5845	695	44	gouveia	gouveia	PROPN
epaa-5845	695	45	(	(	PUNCT
epaa-5845	695	46	universidade	universidade	PROPN
epaa-5845	695	47	federal	federal	PROPN
epaa-5845	695	48	do	do	AUX
epaa-5845	695	49	paraná	paraná	PROPN
epaa-5845	695	50	)	)	PUNCT
epaa-5845	695	51	,	,	PUNCT
epaa-5845	695	52	kaizo	kaizo	PROPN
epaa-5845	695	53	iwakami	iwakami	PROPN
epaa-5845	695	54	beltrao	beltrao	PROPN
epaa-5845	695	55	(	(	PUNCT
epaa-5845	695	56	ebape	ebape	NOUN
epaa-5845	695	57	/	/	SYM
epaa-5845	695	58	fgvl	fgvl	PROPN
epaa-5845	695	59	)	)	PUNCT
epaa-5845	695	60	,	,	PUNCT
epaa-5845	695	61	sheizi	sheizi	NOUN
epaa-5845	695	62	calheira	calheira	PROPN
epaa-5845	695	63	de	de	ADP
epaa-5845	695	64	freitas	freitas	PROPN
epaa-5845	695	65	(	(	PUNCT
epaa-5845	695	66	federal	federal	ADJ
epaa-5845	695	67	university	university	NOUN
epaa-5845	695	68	of	of	ADP
epaa-5845	695	69	bahia	bahia	PROPN
epaa-5845	695	70	)	)	PUNCT
epaa-5845	695	71	,	,	PUNCT
epaa-5845	695	72	maria	maria	PROPN
epaa-5845	695	73	margarida	margarida	PROPN
epaa-5845	695	74	machado	machado	PROPN
epaa-5845	695	75	(	(	PUNCT
epaa-5845	695	76	federal	federal	PROPN
epaa-5845	695	77	university	university	NOUN
epaa-5845	695	78	of	of	ADP
epaa-5845	695	79	goiás	goiás	PROPN
epaa-5845	695	80	/	/	SYM
epaa-5845	695	81	universidade	universidade	PROPN
epaa-5845	695	82	federal	federal	PROPN
epaa-5845	695	83	de	de	X
epaa-5845	695	84	goiás	goiás	PROPN
epaa-5845	695	85	)	)	PUNCT
epaa-5845	695	86	,	,	PUNCT
epaa-5845	695	87	gilberto	gilberto	PROPN
epaa-5845	695	88	josé	josé	PROPN
epaa-5845	695	89	miranda	miranda	PROPN
epaa-5845	695	90	(	(	PUNCT
epaa-5845	695	91	universidade	universidade	PROPN
epaa-5845	695	92	federal	federal	PROPN
epaa-5845	695	93	de	de	PROPN
epaa-5845	695	94	uberlândia	uberlândia	PROPN
epaa-5845	695	95	)	)	PUNCT
epaa-5845	695	96	almerindo	almerindo	PROPN
epaa-5845	695	97	afonso	afonso	PROPN
epaa-5845	695	98	universidade	universidade	PROPN
epaa-5845	695	99	do	do	AUX
epaa-5845	695	100	minho	minho	PROPN
epaa-5845	695	101	portugal	portugal	PROPN
epaa-5845	695	102	alexandre	alexandre	PROPN
epaa-5845	695	103	fernandez	fernandez	PROPN
epaa-5845	695	104	vaz	vaz	PROPN
epaa-5845	695	105	universidade	universidade	PROPN
epaa-5845	695	106	federal	federal	PROPN
epaa-5845	695	107	de	de	PROPN
epaa-5845	695	108	santa	santa	PROPN
epaa-5845	695	109	catarina	catarina	PROPN
epaa-5845	695	110	,	,	PUNCT
epaa-5845	695	111	brasil	brasil	PROPN
epaa-5845	695	112	josé	josé	PROPN
epaa-5845	695	113	augusto	augusto	PROPN
epaa-5845	695	114	pacheco	pacheco	PROPN
epaa-5845	695	115	universidade	universidade	PROPN
epaa-5845	695	116	do	do	PROPN
epaa-5845	695	117	minho	minho	PROPN
epaa-5845	695	118	,	,	PUNCT
epaa-5845	695	119	portugal	portugal	PROPN
epaa-5845	695	120	rosanna	rosanna	PROPN
epaa-5845	695	121	maria	maria	PROPN
epaa-5845	695	122	barros	barros	PROPN
epaa-5845	695	123	sá	sá	PROPN
epaa-5845	695	124	universidade	universidade	PROPN
epaa-5845	695	125	do	do	AUX
epaa-5845	695	126	algarve	algarve	VERB
epaa-5845	695	127	portugal	portugal	PROPN
epaa-5845	695	128	regina	regina	PROPN
epaa-5845	695	129	célia	célia	PROPN
epaa-5845	695	130	linhares	linhare	NOUN
epaa-5845	695	131	hostins	hostin	VERB
epaa-5845	695	132	universidade	universidade	PROPN
epaa-5845	695	133	do	do	AUX
epaa-5845	695	134	vale	vale	PROPN
epaa-5845	695	135	do	do	VERB
epaa-5845	695	136	itajaí	itajaí	NOUN
epaa-5845	695	137	,	,	PUNCT
epaa-5845	695	138	brasil	brasil	PROPN
epaa-5845	695	139	jane	jane	PROPN
epaa-5845	695	140	paiva	paiva	PROPN
epaa-5845	695	141	universidade	universidade	PROPN
epaa-5845	695	142	do	do	AUX
epaa-5845	695	143	estado	estado	PROPN
epaa-5845	695	144	do	do	AUX
epaa-5845	695	145	rio	rio	PROPN
epaa-5845	695	146	de	de	PROPN
epaa-5845	695	147	janeiro	janeiro	PROPN
epaa-5845	695	148	,	,	PUNCT
epaa-5845	695	149	brasil	brasil	PROPN
epaa-5845	695	150	maria	maria	PROPN
epaa-5845	695	151	helena	helena	PROPN
epaa-5845	695	152	bonilla	bonilla	PROPN
epaa-5845	695	153	universidade	universidade	PROPN
epaa-5845	695	154	federal	federal	PROPN
epaa-5845	695	155	da	da	PROPN
epaa-5845	695	156	bahia	bahia	PROPN
epaa-5845	695	157	brasil	brasil	PROPN
epaa-5845	695	158	alfredo	alfredo	PROPN
epaa-5845	695	159	macedo	macedo	PROPN
epaa-5845	695	160	gomes	gomes	PROPN
epaa-5845	695	161	universidade	universidade	PROPN
epaa-5845	695	162	federal	federal	PROPN
epaa-5845	695	163	de	de	PROPN
epaa-5845	695	164	pernambuco	pernambuco	PROPN
epaa-5845	695	165	brasil	brasil	PROPN
epaa-5845	695	166	paulo	paulo	PROPN
epaa-5845	695	167	alberto	alberto	PROPN
epaa-5845	695	168	santos	santos	PROPN
epaa-5845	695	169	vieira	vieira	PROPN
epaa-5845	695	170	universidade	universidade	PROPN
epaa-5845	695	171	do	do	AUX
epaa-5845	695	172	estado	estado	PROPN
epaa-5845	695	173	de	de	PROPN
epaa-5845	695	174	mato	mato	PROPN
epaa-5845	695	175	grosso	grosso	PROPN
epaa-5845	695	176	,	,	PUNCT
epaa-5845	695	177	brasil	brasil	PROPN
epaa-5845	695	178	rosa	rosa	PROPN
epaa-5845	695	179	maria	maria	PROPN
epaa-5845	695	180	bueno	bueno	PROPN
epaa-5845	695	181	fischer	fischer	PROPN
epaa-5845	695	182	universidade	universidade	PROPN
epaa-5845	695	183	federal	federal	PROPN
epaa-5845	695	184	do	do	AUX
epaa-5845	695	185	rio	rio	PROPN
epaa-5845	695	186	grande	grande	PROPN
epaa-5845	695	187	do	do	AUX
epaa-5845	695	188	sul	sul	PROPN
epaa-5845	695	189	,	,	PUNCT
epaa-5845	695	190	brasil	brasil	PROPN
epaa-5845	695	191	jefferson	jefferson	PROPN
epaa-5845	695	192	mainardes	mainarde	VERB
epaa-5845	695	193	universidade	universidade	PROPN
epaa-5845	695	194	estadual	estadual	PROPN
epaa-5845	695	195	de	de	PROPN
epaa-5845	695	196	ponta	ponta	PROPN
epaa-5845	695	197	grossa	grossa	PROPN
epaa-5845	695	198	,	,	PUNCT
epaa-5845	695	199	brasil	brasil	PROPN
epaa-5845	695	200	fabiany	fabiany	PROPN
epaa-5845	695	201	de	de	PROPN
epaa-5845	695	202	cássia	cássia	PROPN
epaa-5845	695	203	tavares	tavare	VERB
epaa-5845	695	204	silva	silva	PROPN
epaa-5845	695	205	universidade	universidade	PROPN
epaa-5845	695	206	federal	federal	PROPN
epaa-5845	695	207	do	do	VERB
epaa-5845	695	208	mato	mato	PROPN
epaa-5845	695	209	grosso	grosso	PROPN
epaa-5845	695	210	do	do	AUX
epaa-5845	695	211	sul	sul	PROPN
epaa-5845	695	212	,	,	PUNCT
epaa-5845	695	213	brasil	brasil	PROPN
epaa-5845	695	214	alice	alice	PROPN
epaa-5845	695	215	casimiro	casimiro	PROPN
epaa-5845	695	216	lopes	lopes	PROPN
epaa-5845	695	217	universidade	universidade	PROPN
epaa-5845	695	218	do	do	AUX
epaa-5845	695	219	estado	estado	PROPN
epaa-5845	695	220	do	do	VERB
epaa-5845	695	221	rio	rio	PROPN
epaa-5845	695	222	de	de	PROPN
epaa-5845	695	223	janeiro	janeiro	PROPN
epaa-5845	695	224	,	,	PUNCT
epaa-5845	695	225	brasil	brasil	PROPN
epaa-5845	695	226	jader	jader	NOUN
epaa-5845	695	227	janer	janer	PROPN
epaa-5845	695	228	moreira	moreira	PROPN
epaa-5845	695	229	lopes	lopes	PROPN
epaa-5845	695	230	universidade	universidade	PROPN
epaa-5845	695	231	federal	federal	PROPN
epaa-5845	695	232	fluminense	fluminense	PROPN
epaa-5845	695	233	e	e	PROPN
epaa-5845	695	234	universidade	universidade	PROPN
epaa-5845	695	235	federal	federal	PROPN
epaa-5845	695	236	de	de	PROPN
epaa-5845	695	237	juiz	juiz	PROPN
epaa-5845	695	238	de	de	PROPN
epaa-5845	695	239	fora	fora	PROPN
epaa-5845	695	240	,	,	PUNCT
epaa-5845	695	241	brasil	brasil	PROPN
epaa-5845	695	242	antónio	antónio	PROPN
epaa-5845	695	243	teodoro	teodoro	PROPN
epaa-5845	695	244	universidade	universidade	PROPN
epaa-5845	695	245	lusófona	lusófona	PROPN
epaa-5845	695	246	portugal	portugal	PROPN
epaa-5845	695	247	suzana	suzana	PROPN
epaa-5845	695	248	feldens	feldens	PROPN
epaa-5845	695	249	schwertner	schwertner	PROPN
epaa-5845	695	250	centro	centro	PROPN
epaa-5845	695	251	universitário	universitário	PROPN
epaa-5845	695	252	univates	univates	PROPN
epaa-5845	695	253	brasil	brasil	PROPN
epaa-5845	695	254	debora	debora	PROPN
epaa-5845	695	255	nunes	nunes	PROPN
epaa-5845	695	256	universidade	universidade	PROPN
epaa-5845	695	257	federal	federal	PROPN
epaa-5845	695	258	do	do	AUX
epaa-5845	695	259	rio	rio	PROPN
epaa-5845	695	260	grande	grande	PROPN
epaa-5845	695	261	do	do	VERB
epaa-5845	695	262	norte	norte	NOUN
epaa-5845	695	263	,	,	PUNCT
epaa-5845	695	264	brasil	brasil	PROPN
epaa-5845	695	265	lílian	lílian	PROPN
epaa-5845	695	266	do	do	AUX
epaa-5845	695	267	valle	valle	PROPN
epaa-5845	695	268	universidade	universidade	NOUN
epaa-5845	695	269	do	do	VERB
epaa-5845	695	270	estado	estado	PROPN
epaa-5845	695	271	do	do	AUX
epaa-5845	695	272	rio	rio	PROPN
epaa-5845	695	273	de	de	PROPN
epaa-5845	695	274	janeiro	janeiro	PROPN
epaa-5845	695	275	,	,	PUNCT
epaa-5845	695	276	brasil	brasil	PROPN
epaa-5845	695	277	geovana	geovana	PROPN
epaa-5845	695	278	mendonça	mendonça	PROPN
epaa-5845	695	279	lunardi	lunardi	PROPN
epaa-5845	695	280	mendes	mende	NOUN
epaa-5845	695	281	universidade	universidade	PROPN
epaa-5845	695	282	do	do	AUX
epaa-5845	695	283	estado	estado	PROPN
epaa-5845	695	284	de	de	PROPN
epaa-5845	695	285	santa	santa	PROPN
epaa-5845	695	286	catarina	catarina	PROPN
epaa-5845	695	287	alda	alda	PROPN
epaa-5845	695	288	junqueira	junqueira	PROPN
epaa-5845	695	289	marin	marin	PROPN
epaa-5845	695	290	pontifícia	pontifícia	PROPN
epaa-5845	695	291	universidade	universidade	PROPN
epaa-5845	695	292	católica	católica	PROPN
epaa-5845	695	293	de	de	PROPN
epaa-5845	695	294	são	são	PROPN
epaa-5845	695	295	paulo	paulo	PROPN
epaa-5845	695	296	,	,	PUNCT
epaa-5845	695	297	brasil	brasil	PROPN
epaa-5845	695	298	alfredo	alfredo	NOUN
epaa-5845	695	299	veiga	veiga	PROPN
epaa-5845	695	300	-	-	PUNCT
epaa-5845	695	301	neto	neto	PROPN
epaa-5845	695	302	universidade	universidade	PROPN
epaa-5845	695	303	federal	federal	PROPN
epaa-5845	695	304	do	do	AUX
epaa-5845	695	305	rio	rio	PROPN
epaa-5845	695	306	grande	grande	PROPN
epaa-5845	695	307	do	do	AUX
epaa-5845	695	308	sul	sul	PROPN
epaa-5845	695	309	,	,	PUNCT
epaa-5845	695	310	brasil	brasil	PROPN
epaa-5845	695	311	flávia	flávia	PROPN
epaa-5845	695	312	miller	miller	PROPN
epaa-5845	695	313	naethe	naethe	PROPN
epaa-5845	695	314	motta	motta	PROPN
epaa-5845	695	315	universidade	universidade	PROPN
epaa-5845	695	316	federal	federal	PROPN
epaa-5845	695	317	rural	rural	PROPN
epaa-5845	695	318	do	do	AUX
epaa-5845	695	319	rio	rio	PROPN
epaa-5845	695	320	de	de	PROPN
epaa-5845	695	321	janeiro	janeiro	PROPN
epaa-5845	695	322	,	,	PUNCT
epaa-5845	695	323	brasil	brasil	PROPN
epaa-5845	695	324	dalila	dalila	PROPN
epaa-5845	695	325	andrade	andrade	PROPN
epaa-5845	695	326	oliveira	oliveira	PROPN
epaa-5845	695	327	universidade	universidade	PROPN
epaa-5845	695	328	federal	federal	PROPN
epaa-5845	695	329	de	de	PROPN
epaa-5845	695	330	minas	minas	PROPN
epaa-5845	695	331	gerais	gerais	PROPN
epaa-5845	695	332	,	,	PUNCT
epaa-5845	695	333	brasil	brasil	PROPN