id	sid	tid	token	lemma	pos
epaa-174	1	1	epaa	epaa	PROPN
epaa-174	1	2	vol	vol	NOUN
epaa-174	1	3	.	.	PROPN
epaa-174	2	1	12	12	NUM
epaa-174	2	2	no	no	NOUN
epaa-174	2	3	.	.	PROPN
epaa-174	2	4	19	19	NUM
epaa-174	2	5	hamrick	hamrick	PROPN
epaa-174	2	6	,	,	PUNCT
epaa-174	2	7	schuh	schuh	PROPN
epaa-174	2	8	&	&	CCONJ
epaa-174	2	9	shelley	shelley	PROPN
epaa-174	2	10	:	:	PUNCT
epaa-174	2	11	higher	high	ADJ
epaa-174	2	12	educatio	educatio	NOUN
epaa-174	2	13	...	...	PUNCT
epaa-174	2	14	1	1	NUM
epaa-174	2	15	of	of	ADP
epaa-174	2	16	23	23	NUM
epaa-174	2	17	a	a	DET
epaa-174	2	18	peer	peer	NOUN
epaa-174	2	19	-	-	PUNCT
epaa-174	2	20	reviewed	review	VERB
epaa-174	2	21	scholarly	scholarly	ADJ
epaa-174	2	22	journal	journal	NOUN
epaa-174	2	23	editor	editor	NOUN
epaa-174	2	24	:	:	PUNCT
epaa-174	2	25	gene	gene	NOUN
epaa-174	2	26	v	v	ADP
epaa-174	2	27	glass	glass	NOUN
epaa-174	2	28	college	college	NOUN
epaa-174	2	29	of	of	ADP
epaa-174	2	30	education	education	PROPN
epaa-174	2	31	arizona	arizona	PROPN
epaa-174	2	32	state	state	PROPN
epaa-174	2	33	university	university	PROPN
epaa-174	2	34	copyright	copyright	NOUN
epaa-174	2	35	is	be	AUX
epaa-174	2	36	retained	retain	VERB
epaa-174	2	37	by	by	ADP
epaa-174	2	38	the	the	DET
epaa-174	2	39	first	first	ADJ
epaa-174	2	40	or	or	CCONJ
epaa-174	2	41	sole	sole	ADJ
epaa-174	2	42	author	author	NOUN
epaa-174	2	43	,	,	PUNCT
epaa-174	2	44	who	who	PRON
epaa-174	2	45	grants	grant	VERB
epaa-174	2	46	right	right	ADV
epaa-174	2	47	of	of	ADP
epaa-174	2	48	first	first	ADJ
epaa-174	2	49	publication	publication	NOUN
epaa-174	2	50	to	to	ADP
epaa-174	2	51	the	the	DET
epaa-174	2	52	education	education	NOUN
epaa-174	2	53	policy	policy	NOUN
epaa-174	2	54	analysis	analysis	NOUN
epaa-174	2	55	archives	archive	NOUN
epaa-174	2	56	.	.	PUNCT
epaa-174	3	1	epaa	epaa	PROPN
epaa-174	3	2	is	be	AUX
epaa-174	3	3	a	a	DET
epaa-174	3	4	project	project	NOUN
epaa-174	3	5	of	of	ADP
epaa-174	3	6	the	the	DET
epaa-174	3	7	education	education	NOUN
epaa-174	3	8	policy	policy	NOUN
epaa-174	3	9	studies	study	NOUN
epaa-174	3	10	laboratory	laboratory	NOUN
epaa-174	3	11	.	.	PUNCT
epaa-174	4	1	articles	article	NOUN
epaa-174	4	2	appearing	appear	VERB
epaa-174	4	3	in	in	ADP
epaa-174	4	4	epaa	epaa	NOUN
epaa-174	4	5	are	be	AUX
epaa-174	4	6	abstracted	abstract	VERB
epaa-174	4	7	in	in	ADP
epaa-174	4	8	the	the	DET
epaa-174	4	9	current	current	ADJ
epaa-174	4	10	index	index	NOUN
epaa-174	4	11	to	to	ADP
epaa-174	4	12	journals	journal	NOUN
epaa-174	4	13	in	in	ADP
epaa-174	4	14	education	education	NOUN
epaa-174	4	15	by	by	ADP
epaa-174	4	16	the	the	DET
epaa-174	4	17	eric	eric	PROPN
epaa-174	4	18	clearinghouse	clearinghouse	PROPN
epaa-174	4	19	on	on	ADP
epaa-174	4	20	assessment	assessment	NOUN
epaa-174	4	21	and	and	CCONJ
epaa-174	4	22	evaluation	evaluation	NOUN
epaa-174	4	23	and	and	CCONJ
epaa-174	4	24	are	be	AUX
epaa-174	4	25	permanently	permanently	ADV
epaa-174	4	26	archived	archive	VERB
epaa-174	4	27	in	in	ADP
epaa-174	4	28	resources	resource	NOUN
epaa-174	4	29	in	in	ADP
epaa-174	4	30	education	education	NOUN
epaa-174	4	31	.	.	PUNCT
epaa-174	5	1	volume	volume	NOUN
epaa-174	5	2	12	12	NUM
epaa-174	5	3	number	number	NOUN
epaa-174	5	4	19	19	NUM
epaa-174	5	5	may	may	PROPN
epaa-174	5	6	4	4	NUM
epaa-174	5	7	,	,	PUNCT
epaa-174	5	8	2004	2004	NUM
epaa-174	5	9	issn	issn	PROPN
epaa-174	5	10	1068	1068	NUM
epaa-174	5	11	-	-	SYM
epaa-174	5	12	2341	2341	NUM
epaa-174	5	13	predicting	predict	VERB
epaa-174	5	14	higher	high	ADJ
epaa-174	5	15	education	education	NOUN
epaa-174	5	16	graduation	graduation	NOUN
epaa-174	5	17	rates	rate	NOUN
epaa-174	5	18	from	from	ADP
epaa-174	5	19	institutional	institutional	ADJ
epaa-174	5	20	characteristics	characteristic	NOUN
epaa-174	5	21	and	and	CCONJ
epaa-174	5	22	resource	resource	NOUN
epaa-174	5	23	allocation	allocation	NOUN
epaa-174	5	24	florence	florence	PROPN
epaa-174	5	25	a.	a.	PROPN
epaa-174	5	26	hamrick	hamrick	PROPN
epaa-174	5	27	iowa	iowa	PROPN
epaa-174	5	28	state	state	PROPN
epaa-174	5	29	university	university	PROPN
epaa-174	5	30	john	john	PROPN
epaa-174	5	31	h.	h.	PROPN
epaa-174	6	1	schuh	schuh	PROPN
epaa-174	6	2	iowa	iowa	PROPN
epaa-174	6	3	state	state	PROPN
epaa-174	6	4	university	university	PROPN
epaa-174	6	5	mack	mack	PROPN
epaa-174	6	6	c.	c.	PROPN
epaa-174	6	7	shelley	shelley	PROPN
epaa-174	6	8	,	,	PUNCT
epaa-174	6	9	ii	ii	PROPN
epaa-174	6	10	iowa	iowa	PROPN
epaa-174	6	11	state	state	PROPN
epaa-174	6	12	university	university	PROPN
epaa-174	6	13	citation	citation	NOUN
epaa-174	6	14	:	:	PUNCT
epaa-174	6	15	hamrick	hamrick	PROPN
epaa-174	6	16	,	,	PUNCT
epaa-174	6	17	f.	f.	PROPN
epaa-174	6	18	a.	a.	PROPN
epaa-174	6	19	,	,	PUNCT
epaa-174	6	20	schuh	schuh	PROPN
epaa-174	6	21	,	,	PUNCT
epaa-174	6	22	j.	j.	PROPN
epaa-174	6	23	h.	h.	PROPN
epaa-174	6	24	,	,	PUNCT
epaa-174	6	25	&	&	CCONJ
epaa-174	6	26	shelley	shelley	PROPN
epaa-174	6	27	,	,	PUNCT
epaa-174	6	28	m.	m.	PROPN
epaa-174	6	29	c.	c.	PROPN
epaa-174	6	30	(	(	PUNCT
epaa-174	6	31	2004	2004	NUM
epaa-174	6	32	,	,	PUNCT
epaa-174	6	33	may	may	AUX
epaa-174	6	34	4	4	NUM
epaa-174	6	35	)	)	PUNCT
epaa-174	6	36	.	.	PUNCT
epaa-174	7	1	predicting	predict	VERB
epaa-174	7	2	higher	high	ADJ
epaa-174	7	3	education	education	NOUN
epaa-174	7	4	graduation	graduation	NOUN
epaa-174	7	5	rates	rate	NOUN
epaa-174	7	6	from	from	ADP
epaa-174	7	7	institutional	institutional	ADJ
epaa-174	7	8	characteristics	characteristic	NOUN
epaa-174	7	9	and	and	CCONJ
epaa-174	7	10	resource	resource	NOUN
epaa-174	7	11	allocation	allocation	NOUN
epaa-174	7	12	.	.	PUNCT
epaa-174	8	1	education	education	NOUN
epaa-174	8	2	policy	policy	NOUN
epaa-174	8	3	analysis	analysis	NOUN
epaa-174	8	4	archives	archive	NOUN
epaa-174	8	5	,	,	PUNCT
epaa-174	8	6	12	12	NUM
epaa-174	8	7	,	,	PUNCT
epaa-174	8	8	19	19	NUM
epaa-174	8	9	.	.	PUNCT
epaa-174	8	10	retrieved	retrieve	VERB
epaa-174	8	11	[	[	PUNCT
epaa-174	8	12	date	date	NOUN
epaa-174	8	13	]	]	PUNCT
epaa-174	8	14	from	from	ADP
epaa-174	8	15	http://epaa.asu.edu/epaa/v12n19/.	http://epaa.asu.edu/epaa/v12n19/.	ADJ
epaa-174	8	16	abstract	abstract	NOUN
epaa-174	8	17	this	this	DET
epaa-174	8	18	study	study	NOUN
epaa-174	8	19	incorporated	incorporate	VERB
epaa-174	8	20	institutional	institutional	ADJ
epaa-174	8	21	characteristics	characteristic	NOUN
epaa-174	8	22	(	(	PUNCT
epaa-174	8	23	e.g.	e.g.	ADV
epaa-174	8	24	,	,	PUNCT
epaa-174	8	25	carnegie	carnegie	NOUN
epaa-174	8	26	type	type	NOUN
epaa-174	8	27	,	,	PUNCT
epaa-174	8	28	selectivity	selectivity	NOUN
epaa-174	8	29	)	)	PUNCT
epaa-174	8	30	and	and	CCONJ
epaa-174	8	31	resource	resource	NOUN
epaa-174	8	32	allocations	allocation	NOUN
epaa-174	8	33	(	(	PUNCT
epaa-174	8	34	e.g.	e.g.	ADV
epaa-174	8	35	,	,	PUNCT
epaa-174	8	36	instructional	instructional	ADJ
epaa-174	8	37	expenditures	expenditure	NOUN
epaa-174	8	38	,	,	PUNCT
epaa-174	8	39	student	student	NOUN
epaa-174	8	40	affairs	affair	NOUN
epaa-174	8	41	expenditures	expenditure	NOUN
epaa-174	8	42	)	)	PUNCT
epaa-174	8	43	into	into	ADP
epaa-174	8	44	a	a	DET
epaa-174	8	45	statistical	statistical	ADJ
epaa-174	8	46	model	model	NOUN
epaa-174	8	47	to	to	PART
epaa-174	8	48	predict	predict	VERB
epaa-174	8	49	undergraduate	undergraduate	ADJ
epaa-174	8	50	graduation	graduation	NOUN
epaa-174	8	51	rates	rate	NOUN
epaa-174	8	52	.	.	PUNCT
epaa-174	9	1	instructional	instructional	ADJ
epaa-174	9	2	expenditures	expenditure	NOUN
epaa-174	9	3	,	,	PUNCT
epaa-174	9	4	library	library	ADJ
epaa-174	9	5	expenditures	expenditure	NOUN
epaa-174	9	6	,	,	PUNCT
epaa-174	9	7	and	and	CCONJ
epaa-174	9	8	a	a	DET
epaa-174	9	9	number	number	NOUN
epaa-174	9	10	of	of	ADP
epaa-174	9	11	institutional	institutional	ADJ
epaa-174	9	12	classification	classification	NOUN
epaa-174	9	13	variables	variable	NOUN
epaa-174	9	14	were	be	AUX
epaa-174	9	15	significant	significant	ADJ
epaa-174	9	16	predictors	predictor	NOUN
epaa-174	9	17	of	of	ADP
epaa-174	9	18	graduation	graduation	NOUN
epaa-174	9	19	rates	rate	NOUN
epaa-174	9	20	.	.	PUNCT
epaa-174	10	1	based	base	VERB
epaa-174	10	2	on	on	ADP
epaa-174	10	3	these	these	DET
epaa-174	10	4	results	result	NOUN
epaa-174	10	5	,	,	PUNCT
epaa-174	10	6	recommendations	recommendation	NOUN
epaa-174	10	7	as	as	ADV
epaa-174	10	8	well	well	ADV
epaa-174	10	9	as	as	ADP
epaa-174	10	10	warranted	warrant	VERB
epaa-174	10	11	cautions	caution	NOUN
epaa-174	10	12	are	be	AUX
epaa-174	10	13	included	include	VERB
epaa-174	10	14	about	about	ADP
epaa-174	10	15	allocating	allocate	VERB
epaa-174	10	16	academic	academic	ADJ
epaa-174	10	17	financial	financial	ADJ
epaa-174	10	18	resources	resource	NOUN
epaa-174	10	19	to	to	PART
epaa-174	10	20	optimize	optimize	VERB
epaa-174	10	21	graduation	graduation	NOUN
epaa-174	10	22	rates	rate	NOUN
epaa-174	10	23	2	2	NUM
epaa-174	10	24	of	of	ADP
epaa-174	10	25	23	23	NUM
epaa-174	10	26	introduction	introduction	NOUN
epaa-174	10	27	and	and	CCONJ
epaa-174	10	28	conceptual	conceptual	ADJ
epaa-174	10	29	framework	framework	NOUN
epaa-174	10	30	the	the	DET
epaa-174	10	31	deployment	deployment	NOUN
epaa-174	10	32	of	of	ADP
epaa-174	10	33	financial	financial	ADJ
epaa-174	10	34	resources	resource	NOUN
epaa-174	10	35	for	for	ADP
epaa-174	10	36	institutions	institution	NOUN
epaa-174	10	37	of	of	ADP
epaa-174	10	38	higher	high	ADJ
epaa-174	10	39	education	education	NOUN
epaa-174	10	40	is	be	AUX
epaa-174	10	41	a	a	DET
epaa-174	10	42	crucial	crucial	ADJ
epaa-174	10	43	aspect	aspect	NOUN
epaa-174	10	44	of	of	ADP
epaa-174	10	45	institutional	institutional	ADJ
epaa-174	10	46	management	management	NOUN
epaa-174	10	47	.	.	PUNCT
epaa-174	11	1	balderston	balderston	NOUN
epaa-174	11	2	(	(	PUNCT
epaa-174	11	3	1995	1995	NUM
epaa-174	11	4	,	,	PUNCT
epaa-174	11	5	p.	p.	NOUN
epaa-174	11	6	6	6	NUM
epaa-174	11	7	)	)	PUNCT
epaa-174	11	8	,	,	PUNCT
epaa-174	11	9	for	for	ADP
epaa-174	11	10	example	example	NOUN
epaa-174	11	11	,	,	PUNCT
epaa-174	11	12	concluded	conclude	VERB
epaa-174	11	13	,	,	PUNCT
epaa-174	11	14	“	"	PUNCT
epaa-174	11	15	efforts	effort	NOUN
epaa-174	11	16	toward	toward	ADP
epaa-174	11	17	more	more	ADV
epaa-174	11	18	effective	effective	ADJ
epaa-174	11	19	use	use	NOUN
epaa-174	11	20	of	of	ADP
epaa-174	11	21	resources	resource	NOUN
epaa-174	11	22	and	and	CCONJ
epaa-174	11	23	a	a	DET
epaa-174	11	24	fine	fine	ADJ
epaa-174	11	25	instinct	instinct	NOUN
epaa-174	11	26	for	for	ADP
epaa-174	11	27	the	the	DET
epaa-174	11	28	inevitable	inevitable	ADJ
epaa-174	11	29	trade	trade	NOUN
epaa-174	11	30	-	-	PUNCT
epaa-174	11	31	offs	off	NOUN
epaa-174	11	32	will	will	AUX
epaa-174	11	33	be	be	AUX
epaa-174	11	34	important	important	ADJ
epaa-174	11	35	and	and	CCONJ
epaa-174	11	36	will	will	AUX
epaa-174	11	37	even	even	ADV
epaa-174	11	38	tend	tend	VERB
epaa-174	11	39	to	to	PART
epaa-174	11	40	dominate	dominate	VERB
epaa-174	11	41	the	the	DET
epaa-174	11	42	institutional	institutional	ADJ
epaa-174	11	43	scene	scene	NOUN
epaa-174	11	44	.	.	PUNCT
epaa-174	12	1	therefore	therefore	ADV
epaa-174	12	2	,	,	PUNCT
epaa-174	12	3	increasing	increase	VERB
epaa-174	12	4	weight	weight	NOUN
epaa-174	12	5	is	be	AUX
epaa-174	12	6	now	now	ADV
epaa-174	12	7	given	give	VERB
epaa-174	12	8	to	to	ADP
epaa-174	12	9	explicit	explicit	ADJ
epaa-174	12	10	decisions	decision	NOUN
epaa-174	12	11	about	about	ADP
epaa-174	12	12	the	the	DET
epaa-174	12	13	allocation	allocation	NOUN
epaa-174	12	14	of	of	ADP
epaa-174	12	15	resources	resource	NOUN
epaa-174	12	16	.	.	PUNCT
epaa-174	12	17	”	"	PUNCT
epaa-174	13	1	how	how	SCONJ
epaa-174	13	2	institutions	institution	NOUN
epaa-174	13	3	spend	spend	VERB
epaa-174	13	4	their	their	PRON
epaa-174	13	5	financial	financial	ADJ
epaa-174	13	6	resources	resource	NOUN
epaa-174	13	7	tends	tend	VERB
epaa-174	13	8	to	to	PART
epaa-174	13	9	reflect	reflect	VERB
epaa-174	13	10	their	their	PRON
epaa-174	13	11	priorities	priority	NOUN
epaa-174	13	12	,	,	PUNCT
epaa-174	13	13	although	although	SCONJ
epaa-174	13	14	hansen	hansen	PROPN
epaa-174	13	15	and	and	CCONJ
epaa-174	13	16	stampen	stampen	ADJ
epaa-174	13	17	(	(	PUNCT
epaa-174	13	18	1996	1996	NUM
epaa-174	13	19	,	,	PUNCT
epaa-174	13	20	p.	p.	NOUN
epaa-174	13	21	295	295	NUM
epaa-174	13	22	)	)	PUNCT
epaa-174	13	23	point	point	VERB
epaa-174	13	24	out	out	ADP
epaa-174	13	25	that	that	SCONJ
epaa-174	13	26	“	"	PUNCT
epaa-174	13	27	overall	overall	ADJ
epaa-174	13	28	expenditure	expenditure	NOUN
epaa-174	13	29	data	datum	NOUN
epaa-174	13	30	are	be	AUX
epaa-174	13	31	not	not	PART
epaa-174	13	32	particularly	particularly	ADV
epaa-174	13	33	helpful	helpful	ADJ
epaa-174	13	34	in	in	ADP
epaa-174	13	35	understanding	understand	VERB
epaa-174	13	36	the	the	DET
epaa-174	13	37	impact	impact	NOUN
epaa-174	13	38	of	of	ADP
epaa-174	13	39	changes	change	NOUN
epaa-174	13	40	on	on	ADP
epaa-174	13	41	the	the	DET
epaa-174	13	42	quality	quality	NOUN
epaa-174	13	43	of	of	ADP
epaa-174	13	44	higher	high	ADJ
epaa-174	13	45	education	education	NOUN
epaa-174	13	46	,	,	PUNCT
epaa-174	13	47	”	"	PUNCT
epaa-174	13	48	since	since	SCONJ
epaa-174	13	49	such	such	ADJ
epaa-174	13	50	expenditure	expenditure	NOUN
epaa-174	13	51	totals	total	NOUN
epaa-174	13	52	include	include	VERB
epaa-174	13	53	expenditures	expenditure	NOUN
epaa-174	13	54	not	not	PART
epaa-174	13	55	related	relate	VERB
epaa-174	13	56	to	to	ADP
epaa-174	13	57	instructional	instructional	ADJ
epaa-174	13	58	activities	activity	NOUN
epaa-174	13	59	,	,	PUNCT
epaa-174	13	60	and	and	CCONJ
epaa-174	13	61	include	include	VERB
epaa-174	13	62	public	public	ADJ
epaa-174	13	63	service	service	NOUN
epaa-174	13	64	,	,	PUNCT
epaa-174	13	65	research	research	NOUN
epaa-174	13	66	,	,	PUNCT
epaa-174	13	67	and	and	CCONJ
epaa-174	13	68	auxiliary	auxiliary	ADJ
epaa-174	13	69	enterprises	enterprise	NOUN
epaa-174	13	70	.	.	PUNCT
epaa-174	14	1	the	the	DET
epaa-174	14	2	conceptual	conceptual	ADJ
epaa-174	14	3	framework	framework	NOUN
epaa-174	14	4	guiding	guide	VERB
epaa-174	14	5	this	this	DET
epaa-174	14	6	study	study	NOUN
epaa-174	14	7	is	be	AUX
epaa-174	14	8	to	to	PART
epaa-174	14	9	link	link	VERB
epaa-174	14	10	institutional	institutional	ADJ
epaa-174	14	11	planning	planning	NOUN
epaa-174	14	12	with	with	ADP
epaa-174	14	13	the	the	DET
epaa-174	14	14	successful	successful	ADJ
epaa-174	14	15	retention	retention	NOUN
epaa-174	14	16	of	of	ADP
epaa-174	14	17	undergraduate	undergraduate	ADJ
epaa-174	14	18	students	student	NOUN
epaa-174	14	19	to	to	ADP
epaa-174	14	20	graduation	graduation	NOUN
epaa-174	14	21	,	,	PUNCT
epaa-174	14	22	through	through	ADP
epaa-174	14	23	implementing	implement	VERB
epaa-174	14	24	a	a	DET
epaa-174	14	25	careful	careful	ADJ
epaa-174	14	26	fiscal	fiscal	ADJ
epaa-174	14	27	strategy	strategy	NOUN
epaa-174	14	28	.	.	PUNCT
epaa-174	15	1	while	while	SCONJ
epaa-174	15	2	a	a	DET
epaa-174	15	3	fiscal	fiscal	ADJ
epaa-174	15	4	strategy	strategy	NOUN
epaa-174	15	5	,	,	PUNCT
epaa-174	15	6	by	by	ADP
epaa-174	15	7	definition	definition	NOUN
epaa-174	15	8	,	,	PUNCT
epaa-174	15	9	is	be	AUX
epaa-174	15	10	to	to	PART
epaa-174	15	11	establish	establish	VERB
epaa-174	15	12	“	"	PUNCT
epaa-174	15	13	the	the	DET
epaa-174	15	14	basis	basis	NOUN
epaa-174	15	15	upon	upon	SCONJ
epaa-174	15	16	which	which	PRON
epaa-174	15	17	allocations	allocation	NOUN
epaa-174	15	18	are	be	AUX
epaa-174	15	19	to	to	PART
epaa-174	15	20	be	be	AUX
epaa-174	15	21	made	make	VERB
epaa-174	15	22	”	"	PUNCT
epaa-174	15	23	(	(	PUNCT
epaa-174	15	24	brinkman	brinkman	PROPN
epaa-174	15	25	&	&	CCONJ
epaa-174	15	26	morgan	morgan	PROPN
epaa-174	15	27	,	,	PUNCT
epaa-174	15	28	1997	1997	NUM
epaa-174	15	29	,	,	PUNCT
epaa-174	15	30	p.	p.	NOUN
epaa-174	15	31	291	291	NUM
epaa-174	15	32	)	)	PUNCT
epaa-174	15	33	,	,	PUNCT
epaa-174	15	34	fiscal	fiscal	ADJ
epaa-174	15	35	strategies	strategy	NOUN
epaa-174	15	36	often	often	ADV
epaa-174	15	37	are	be	AUX
epaa-174	15	38	not	not	PART
epaa-174	15	39	integrated	integrate	VERB
epaa-174	15	40	into	into	ADP
epaa-174	15	41	the	the	DET
epaa-174	15	42	institutional	institutional	ADJ
epaa-174	15	43	planning	planning	NOUN
epaa-174	15	44	processes	process	NOUN
epaa-174	15	45	that	that	PRON
epaa-174	15	46	specify	specify	VERB
epaa-174	15	47	desired	desire	VERB
epaa-174	15	48	goals	goal	NOUN
epaa-174	15	49	and	and	CCONJ
epaa-174	15	50	outcomes	outcome	NOUN
epaa-174	15	51	(	(	PUNCT
epaa-174	15	52	peterson	peterson	NOUN
epaa-174	15	53	,	,	PUNCT
epaa-174	15	54	1999	1999	NUM
epaa-174	15	55	)	)	PUNCT
epaa-174	15	56	.	.	PUNCT
epaa-174	16	1	retention	retention	NOUN
epaa-174	16	2	and	and	CCONJ
epaa-174	16	3	graduation	graduation	NOUN
epaa-174	16	4	rates	rate	NOUN
epaa-174	16	5	are	be	AUX
epaa-174	16	6	central	central	ADJ
epaa-174	16	7	indicators	indicator	NOUN
epaa-174	16	8	of	of	ADP
epaa-174	16	9	success	success	NOUN
epaa-174	16	10	for	for	ADP
epaa-174	16	11	institutions	institution	NOUN
epaa-174	16	12	of	of	ADP
epaa-174	16	13	higher	high	ADJ
epaa-174	16	14	education	education	NOUN
epaa-174	16	15	,	,	PUNCT
epaa-174	16	16	and	and	CCONJ
epaa-174	16	17	a	a	DET
epaa-174	16	18	variety	variety	NOUN
epaa-174	16	19	of	of	ADP
epaa-174	16	20	negative	negative	ADJ
epaa-174	16	21	consequences	consequence	NOUN
epaa-174	16	22	for	for	ADP
epaa-174	16	23	undergraduate	undergraduate	ADJ
epaa-174	16	24	students	student	NOUN
epaa-174	16	25	are	be	AUX
epaa-174	16	26	related	relate	VERB
epaa-174	16	27	to	to	ADP
epaa-174	16	28	attrition	attrition	NOUN
epaa-174	16	29	(	(	PUNCT
epaa-174	16	30	tinto	tinto	NOUN
epaa-174	16	31	,	,	PUNCT
epaa-174	16	32	1987	1987	NUM
epaa-174	16	33	)	)	PUNCT
epaa-174	16	34	.	.	PUNCT
epaa-174	17	1	however	however	ADV
epaa-174	17	2	,	,	PUNCT
epaa-174	17	3	it	it	PRON
epaa-174	17	4	not	not	PART
epaa-174	17	5	clear	clear	ADJ
epaa-174	17	6	whether	whether	SCONJ
epaa-174	17	7	,	,	PUNCT
epaa-174	17	8	and	and	CCONJ
epaa-174	17	9	,	,	PUNCT
epaa-174	17	10	if	if	SCONJ
epaa-174	17	11	so	so	ADV
epaa-174	17	12	,	,	PUNCT
epaa-174	17	13	how	how	SCONJ
epaa-174	17	14	,	,	PUNCT
epaa-174	17	15	institutional	institutional	ADJ
epaa-174	17	16	resource	resource	NOUN
epaa-174	17	17	allocation	allocation	NOUN
epaa-174	17	18	decisions	decision	NOUN
epaa-174	17	19	are	be	AUX
epaa-174	17	20	linked	link	VERB
epaa-174	17	21	to	to	ADP
epaa-174	17	22	student	student	NOUN
epaa-174	17	23	graduation	graduation	NOUN
epaa-174	17	24	rates	rate	NOUN
epaa-174	17	25	.	.	PUNCT
epaa-174	18	1	our	our	PRON
epaa-174	18	2	approach	approach	NOUN
epaa-174	18	3	to	to	ADP
epaa-174	18	4	the	the	DET
epaa-174	18	5	study	study	NOUN
epaa-174	18	6	of	of	ADP
epaa-174	18	7	this	this	DET
epaa-174	18	8	important	important	ADJ
epaa-174	18	9	problem	problem	NOUN
epaa-174	18	10	in	in	ADP
epaa-174	18	11	higher	high	ADJ
epaa-174	18	12	education	education	NOUN
epaa-174	18	13	policy	policy	NOUN
epaa-174	18	14	is	be	AUX
epaa-174	18	15	to	to	PART
epaa-174	18	16	develop	develop	VERB
epaa-174	18	17	a	a	DET
epaa-174	18	18	statistical	statistical	ADJ
epaa-174	18	19	model	model	NOUN
epaa-174	18	20	that	that	PRON
epaa-174	18	21	explores	explore	VERB
epaa-174	18	22	resource	resource	NOUN
epaa-174	18	23	allocation	allocation	NOUN
epaa-174	18	24	decisions	decision	NOUN
epaa-174	18	25	as	as	ADP
epaa-174	18	26	predictors	predictor	NOUN
epaa-174	18	27	of	of	ADP
epaa-174	18	28	student	student	NOUN
epaa-174	18	29	graduation	graduation	NOUN
epaa-174	18	30	rates	rate	NOUN
epaa-174	18	31	,	,	PUNCT
epaa-174	18	32	together	together	ADV
epaa-174	18	33	with	with	ADP
epaa-174	18	34	other	other	ADJ
epaa-174	18	35	measures	measure	NOUN
epaa-174	18	36	of	of	ADP
epaa-174	18	37	institutional	institutional	ADJ
epaa-174	18	38	type	type	NOUN
epaa-174	18	39	and	and	CCONJ
epaa-174	18	40	selected	select	VERB
epaa-174	18	41	institutional	institutional	ADJ
epaa-174	18	42	traits	trait	NOUN
epaa-174	18	43	that	that	PRON
epaa-174	18	44	are	be	AUX
epaa-174	18	45	suggested	suggest	VERB
epaa-174	18	46	in	in	ADP
epaa-174	18	47	the	the	DET
epaa-174	18	48	research	research	NOUN
epaa-174	18	49	literature	literature	NOUN
epaa-174	18	50	and	and	CCONJ
epaa-174	18	51	are	be	AUX
epaa-174	18	52	available	available	ADJ
epaa-174	18	53	in	in	ADP
epaa-174	18	54	a	a	DET
epaa-174	18	55	national	national	ADJ
epaa-174	18	56	database	database	NOUN
epaa-174	18	57	.	.	PUNCT
epaa-174	19	1	if	if	SCONJ
epaa-174	19	2	the	the	DET
epaa-174	19	3	efficacy	efficacy	NOUN
epaa-174	19	4	of	of	ADP
epaa-174	19	5	such	such	DET
epaa-174	19	6	a	a	DET
epaa-174	19	7	model	model	NOUN
epaa-174	19	8	can	can	AUX
epaa-174	19	9	be	be	AUX
epaa-174	19	10	demonstrated	demonstrate	VERB
epaa-174	19	11	empirically	empirically	ADV
epaa-174	19	12	,	,	PUNCT
epaa-174	19	13	leaders	leader	NOUN
epaa-174	19	14	of	of	ADP
epaa-174	19	15	higher	high	ADJ
epaa-174	19	16	education	education	NOUN
epaa-174	19	17	institutions	institution	NOUN
epaa-174	19	18	may	may	AUX
epaa-174	19	19	be	be	AUX
epaa-174	19	20	able	able	ADJ
epaa-174	19	21	to	to	PART
epaa-174	19	22	make	make	VERB
epaa-174	19	23	more	more	ADJ
epaa-174	19	24	strategic	strategic	ADJ
epaa-174	19	25	resource	resource	NOUN
epaa-174	19	26	allocation	allocation	NOUN
epaa-174	19	27	decisions	decision	NOUN
epaa-174	19	28	in	in	ADP
epaa-174	19	29	pursuit	pursuit	NOUN
epaa-174	19	30	of	of	ADP
epaa-174	19	31	the	the	DET
epaa-174	19	32	goal	goal	NOUN
epaa-174	19	33	of	of	ADP
epaa-174	19	34	improved	improved	ADJ
epaa-174	19	35	graduation	graduation	NOUN
epaa-174	19	36	rates	rate	NOUN
epaa-174	19	37	.	.	PUNCT
epaa-174	20	1	the	the	DET
epaa-174	20	2	results	result	NOUN
epaa-174	20	3	of	of	ADP
epaa-174	20	4	this	this	DET
epaa-174	20	5	study	study	NOUN
epaa-174	20	6	are	be	AUX
epaa-174	20	7	intended	intend	VERB
epaa-174	20	8	to	to	PART
epaa-174	20	9	help	help	VERB
epaa-174	20	10	promote	promote	VERB
epaa-174	20	11	data	data	NOUN
epaa-174	20	12	-	-	PUNCT
epaa-174	20	13	driven	drive	VERB
epaa-174	20	14	approaches	approach	NOUN
epaa-174	20	15	to	to	ADP
epaa-174	20	16	strategic	strategic	ADJ
epaa-174	20	17	resource	resource	NOUN
epaa-174	20	18	allocation	allocation	NOUN
epaa-174	20	19	by	by	ADP
epaa-174	20	20	institutions	institution	NOUN
epaa-174	20	21	of	of	ADP
epaa-174	20	22	higher	high	ADJ
epaa-174	20	23	education	education	NOUN
epaa-174	20	24	.	.	PUNCT
epaa-174	21	1	support	support	NOUN
epaa-174	21	2	for	for	ADP
epaa-174	21	3	students	student	NOUN
epaa-174	21	4	is	be	AUX
epaa-174	21	5	perceived	perceive	VERB
epaa-174	21	6	in	in	ADP
epaa-174	21	7	some	some	DET
epaa-174	21	8	quarters	quarter	NOUN
epaa-174	21	9	as	as	ADP
epaa-174	21	10	an	an	DET
epaa-174	21	11	essential	essential	ADJ
epaa-174	21	12	ingredient	ingredient	NOUN
epaa-174	21	13	of	of	ADP
epaa-174	21	14	program	program	NOUN
epaa-174	21	15	quality	quality	NOUN
epaa-174	21	16	(	(	PUNCT
epaa-174	21	17	haworth	haworth	NOUN
epaa-174	21	18	&	&	CCONJ
epaa-174	21	19	conrad	conrad	PROPN
epaa-174	21	20	,	,	PUNCT
epaa-174	21	21	1997	1997	NUM
epaa-174	21	22	)	)	PUNCT
epaa-174	21	23	.	.	PUNCT
epaa-174	22	1	they	they	PRON
epaa-174	22	2	(	(	PUNCT
epaa-174	22	3	1997	1997	NUM
epaa-174	22	4	,	,	PUNCT
epaa-174	22	5	p.	p.	NOUN
epaa-174	22	6	143	143	NUM
epaa-174	22	7	)	)	PUNCT
epaa-174	22	8	concluded	conclude	VERB
epaa-174	22	9	:	:	PUNCT
epaa-174	22	10	“	"	PUNCT
epaa-174	22	11	throughout	throughout	ADP
epaa-174	22	12	our	our	PRON
epaa-174	22	13	study	study	NOUN
epaa-174	22	14	,	,	PUNCT
epaa-174	22	15	support	support	NOUN
epaa-174	22	16	for	for	ADP
epaa-174	22	17	students	student	NOUN
epaa-174	22	18	repeatedly	repeatedly	ADV
epaa-174	22	19	surfaced	surface	VERB
epaa-174	22	20	as	as	ADP
epaa-174	22	21	an	an	DET
epaa-174	22	22	important	important	ADJ
epaa-174	22	23	feature	feature	NOUN
epaa-174	22	24	of	of	ADP
epaa-174	22	25	high	high	ADJ
epaa-174	22	26	-	-	PUNCT
epaa-174	22	27	quality	quality	NOUN
epaa-174	22	28	programs	program	NOUN
epaa-174	22	29	.	.	PUNCT
epaa-174	22	30	”	"	PUNCT
epaa-174	23	1	yet	yet	ADV
epaa-174	23	2	,	,	PUNCT
epaa-174	23	3	during	during	ADP
epaa-174	23	4	the	the	DET
epaa-174	23	5	most	most	ADV
epaa-174	23	6	recent	recent	ADJ
epaa-174	23	7	15	15	NUM
epaa-174	23	8	-	-	PUNCT
epaa-174	23	9	year	year	NOUN
epaa-174	23	10	period	period	NOUN
epaa-174	23	11	when	when	SCONJ
epaa-174	23	12	higher	high	ADJ
epaa-174	23	13	education	education	NOUN
epaa-174	23	14	expenditures	expenditure	NOUN
epaa-174	23	15	have	have	AUX
epaa-174	23	16	been	be	AUX
epaa-174	23	17	tracked	track	VERB
epaa-174	23	18	by	by	ADP
epaa-174	23	19	the	the	DET
epaa-174	23	20	national	national	ADJ
epaa-174	23	21	center	center	NOUN
epaa-174	23	22	for	for	ADP
epaa-174	23	23	education	education	NOUN
epaa-174	23	24	statistics	statistic	NOUN
epaa-174	23	25	(	(	PUNCT
epaa-174	23	26	2000	2000	NUM
epaa-174	23	27	)	)	PUNCT
epaa-174	23	28	,	,	PUNCT
epaa-174	23	29	the	the	DET
epaa-174	23	30	percentage	percentage	NOUN
epaa-174	23	31	of	of	ADP
epaa-174	23	32	budget	budget	NOUN
epaa-174	23	33	dedicated	dedicate	VERB
epaa-174	23	34	by	by	ADP
epaa-174	23	35	four	four	NUM
epaa-174	23	36	-	-	PUNCT
epaa-174	23	37	year	year	NOUN
epaa-174	23	38	public	public	ADJ
epaa-174	23	39	institutions	institution	NOUN
epaa-174	23	40	to	to	PART
epaa-174	23	41	instruction	instruction	NOUN
epaa-174	23	42	and	and	CCONJ
epaa-174	23	43	libraries	library	NOUN
epaa-174	23	44	,	,	PUNCT
epaa-174	23	45	principal	principal	ADJ
epaa-174	23	46	consumers	consumer	NOUN
epaa-174	23	47	of	of	ADP
epaa-174	23	48	the	the	DET
epaa-174	23	49	budget	budget	NOUN
epaa-174	23	50	on	on	ADP
epaa-174	23	51	many	many	ADJ
epaa-174	23	52	campuses	campus	NOUN
epaa-174	23	53	,	,	PUNCT
epaa-174	23	54	has	have	AUX
epaa-174	23	55	declined	decline	VERB
epaa-174	23	56	.	.	PUNCT
epaa-174	24	1	cost	cost	NOUN
epaa-174	24	2	escalation	escalation	NOUN
epaa-174	24	3	is	be	AUX
epaa-174	24	4	of	of	ADP
epaa-174	24	5	considerable	considerable	ADJ
epaa-174	24	6	concern	concern	NOUN
epaa-174	24	7	to	to	ADP
epaa-174	24	8	the	the	DET
epaa-174	24	9	higher	high	ADJ
epaa-174	24	10	education	education	NOUN
epaa-174	24	11	community	community	NOUN
epaa-174	24	12	.	.	PUNCT
epaa-174	25	1	rising	rise	VERB
epaa-174	25	2	tuition	tuition	NOUN
epaa-174	25	3	charges	charge	NOUN
epaa-174	25	4	is	be	AUX
epaa-174	25	5	a	a	DET
epaa-174	25	6	particular	particular	ADJ
epaa-174	25	7	concern	concern	NOUN
epaa-174	25	8	.	.	PUNCT
epaa-174	26	1	clotfelter	clotfelter	ADV
epaa-174	26	2	(	(	PUNCT
epaa-174	26	3	1996	1996	NUM
epaa-174	26	4	,	,	PUNCT
epaa-174	26	5	p.	p.	NOUN
epaa-174	26	6	1	1	NUM
epaa-174	26	7	)	)	PUNCT
epaa-174	26	8	concluded	conclude	VERB
epaa-174	26	9	,	,	PUNCT
epaa-174	26	10	“	"	PUNCT
epaa-174	26	11	tuition	tuition	NOUN
epaa-174	26	12	charges	charge	NOUN
epaa-174	26	13	rose	rise	VERB
epaa-174	26	14	sharply	sharply	ADV
epaa-174	26	15	as	as	ADV
epaa-174	26	16	well	well	ADV
epaa-174	26	17	,	,	PUNCT
epaa-174	26	18	making	make	VERB
epaa-174	26	19	the	the	DET
epaa-174	26	20	rate	rate	NOUN
epaa-174	26	21	of	of	ADP
epaa-174	26	22	inflation	inflation	NOUN
epaa-174	26	23	in	in	ADP
epaa-174	26	24	private	private	ADJ
epaa-174	26	25	college	college	NOUN
epaa-174	26	26	tuition	tuition	NOUN
epaa-174	26	27	even	even	ADV
epaa-174	26	28	worse	bad	ADJ
epaa-174	26	29	than	than	ADP
epaa-174	26	30	the	the	DET
epaa-174	26	31	much	much	ADV
epaa-174	26	32	-	-	PUNCT
epaa-174	26	33	heralded	herald	VERB
epaa-174	26	34	run	run	NOUN
epaa-174	26	35	-	-	PUNCT
epaa-174	26	36	up	up	NOUN
epaa-174	26	37	in	in	ADP
epaa-174	26	38	medical	medical	ADJ
epaa-174	26	39	costs	cost	NOUN
epaa-174	26	40	.	.	PUNCT
epaa-174	26	41	”	"	PUNCT
epaa-174	27	1	one	one	NUM
epaa-174	27	2	of	of	ADP
epaa-174	27	3	the	the	DET
epaa-174	27	4	ways	way	NOUN
epaa-174	27	5	institutions	institution	NOUN
epaa-174	27	6	have	have	AUX
epaa-174	27	7	addressed	address	VERB
epaa-174	27	8	revenue	revenue	NOUN
epaa-174	27	9	problems	problem	NOUN
epaa-174	27	10	has	have	AUX
epaa-174	27	11	been	be	AUX
epaa-174	27	12	to	to	PART
epaa-174	27	13	try	try	VERB
epaa-174	27	14	to	to	PART
epaa-174	27	15	improve	improve	VERB
epaa-174	27	16	retention	retention	NOUN
epaa-174	27	17	of	of	ADP
epaa-174	27	18	students	student	NOUN
epaa-174	27	19	.	.	PUNCT
epaa-174	28	1	indeed	indeed	ADV
epaa-174	28	2	,	,	PUNCT
epaa-174	28	3	how	how	SCONJ
epaa-174	28	4	institutions	institution	NOUN
epaa-174	28	5	of	of	ADP
epaa-174	28	6	higher	high	ADJ
epaa-174	28	7	education	education	NOUN
epaa-174	28	8	deploy	deploy	VERB
epaa-174	28	9	their	their	PRON
epaa-174	28	10	resources	resource	NOUN
epaa-174	28	11	to	to	PART
epaa-174	28	12	influence	influence	VERB
epaa-174	28	13	students	student	NOUN
epaa-174	28	14	may	may	AUX
epaa-174	28	15	be	be	AUX
epaa-174	28	16	an	an	DET
epaa-174	28	17	important	important	ADJ
epaa-174	28	18	thrust	thrust	NOUN
epaa-174	28	19	of	of	ADP
epaa-174	28	20	research	research	NOUN
epaa-174	28	21	in	in	ADP
epaa-174	28	22	the	the	DET
epaa-174	28	23	future	future	NOUN
epaa-174	28	24	.	.	PUNCT
epaa-174	29	1	pascarella	pascarella	VERB
epaa-174	29	2	3	3	NUM
epaa-174	29	3	of	of	ADP
epaa-174	29	4	23	23	NUM
epaa-174	29	5	and	and	CCONJ
epaa-174	29	6	terenzini	terenzini	PROPN
epaa-174	29	7	(	(	PUNCT
epaa-174	29	8	1998	1998	NUM
epaa-174	29	9	,	,	PUNCT
epaa-174	29	10	p.	p.	NOUN
epaa-174	29	11	158	158	NUM
epaa-174	29	12	)	)	PUNCT
epaa-174	29	13	,	,	PUNCT
epaa-174	29	14	for	for	ADP
epaa-174	29	15	example	example	NOUN
epaa-174	29	16	,	,	PUNCT
epaa-174	29	17	noted	note	VERB
epaa-174	29	18	that	that	SCONJ
epaa-174	29	19	“	"	PUNCT
epaa-174	29	20	future	future	ADJ
epaa-174	29	21	research	research	NOUN
epaa-174	29	22	on	on	ADP
epaa-174	29	23	the	the	DET
epaa-174	29	24	impact	impact	NOUN
epaa-174	29	25	of	of	ADP
epaa-174	29	26	college	college	NOUN
epaa-174	29	27	will	will	AUX
epaa-174	29	28	not	not	PART
epaa-174	29	29	be	be	AUX
epaa-174	29	30	able	able	ADJ
epaa-174	29	31	to	to	PART
epaa-174	29	32	avoid	avoid	VERB
epaa-174	29	33	coming	come	VERB
epaa-174	29	34	to	to	ADP
epaa-174	29	35	terms	term	NOUN
epaa-174	29	36	with	with	ADP
epaa-174	29	37	issues	issue	NOUN
epaa-174	29	38	of	of	ADP
epaa-174	29	39	cost	cost	NOUN
epaa-174	29	40	effectiveness	effectiveness	NOUN
epaa-174	29	41	.	.	PUNCT
epaa-174	30	1	examination	examination	NOUN
epaa-174	30	2	of	of	ADP
epaa-174	30	3	benefits	benefit	NOUN
epaa-174	30	4	in	in	ADP
epaa-174	30	5	relation	relation	NOUN
epaa-174	30	6	to	to	ADP
epaa-174	30	7	costs	cost	NOUN
epaa-174	30	8	will	will	AUX
epaa-174	30	9	be	be	AUX
epaa-174	30	10	particularly	particularly	ADV
epaa-174	30	11	important	important	ADJ
epaa-174	30	12	for	for	ADP
epaa-174	30	13	college	college	NOUN
epaa-174	30	14	impact	impact	NOUN
epaa-174	30	15	research	research	NOUN
epaa-174	30	16	designed	design	VERB
epaa-174	30	17	to	to	PART
epaa-174	30	18	inform	inform	VERB
epaa-174	30	19	policy	policy	NOUN
epaa-174	30	20	.	.	PUNCT
epaa-174	30	21	”	"	PUNCT
epaa-174	31	1	various	various	ADJ
epaa-174	31	2	strategies	strategy	NOUN
epaa-174	31	3	can	can	AUX
epaa-174	31	4	be	be	AUX
epaa-174	31	5	used	use	VERB
epaa-174	31	6	to	to	PART
epaa-174	31	7	improve	improve	VERB
epaa-174	31	8	retention	retention	NOUN
epaa-174	31	9	rates	rate	NOUN
epaa-174	31	10	(	(	PUNCT
epaa-174	31	11	e.g.	e.g.	ADV
epaa-174	31	12	,	,	PUNCT
epaa-174	31	13	astin	astin	PROPN
epaa-174	31	14	,	,	PUNCT
epaa-174	31	15	1997	1997	NUM
epaa-174	31	16	;	;	PUNCT
epaa-174	31	17	elkins	elkins	PROPN
epaa-174	31	18	,	,	PUNCT
epaa-174	31	19	braxton	braxton	PROPN
epaa-174	31	20	,	,	PUNCT
epaa-174	31	21	&	&	CCONJ
epaa-174	31	22	james	james	PROPN
epaa-174	31	23	,	,	PUNCT
epaa-174	31	24	2000	2000	NUM
epaa-174	31	25	;	;	PUNCT
epaa-174	31	26	mclaughlin	mclaughlin	PROPN
epaa-174	31	27	,	,	PUNCT
epaa-174	31	28	brozovsky	brozovsky	PROPN
epaa-174	31	29	,	,	PUNCT
epaa-174	31	30	&	&	CCONJ
epaa-174	31	31	mclaughlin	mclaughlin	PROPN
epaa-174	31	32	,	,	PUNCT
epaa-174	31	33	1998	1998	NUM
epaa-174	31	34	;	;	PUNCT
epaa-174	31	35	murtaugh	murtaugh	ADJ
epaa-174	31	36	,	,	PUNCT
epaa-174	31	37	burns	burn	NOUN
epaa-174	31	38	,	,	PUNCT
epaa-174	31	39	&	&	CCONJ
epaa-174	31	40	schuster	schuster	PROPN
epaa-174	31	41	,	,	PUNCT
epaa-174	31	42	1999	1999	NUM
epaa-174	31	43	)	)	PUNCT
epaa-174	31	44	.	.	PUNCT
epaa-174	32	1	in	in	ADP
epaa-174	32	2	a	a	DET
epaa-174	32	3	classic	classic	ADJ
epaa-174	32	4	report	report	NOUN
epaa-174	32	5	,	,	PUNCT
epaa-174	32	6	tinto	tinto	NOUN
epaa-174	32	7	(	(	PUNCT
epaa-174	32	8	1987	1987	NUM
epaa-174	32	9	)	)	PUNCT
epaa-174	32	10	pointed	point	VERB
epaa-174	32	11	out	out	ADP
epaa-174	32	12	that	that	SCONJ
epaa-174	32	13	as	as	SCONJ
epaa-174	32	14	students	student	NOUN
epaa-174	32	15	are	be	AUX
epaa-174	32	16	more	more	ADV
epaa-174	32	17	likely	likely	ADJ
epaa-174	32	18	to	to	PART
epaa-174	32	19	be	be	AUX
epaa-174	32	20	integrated	integrate	VERB
epaa-174	32	21	socially	socially	ADV
epaa-174	32	22	and	and	CCONJ
epaa-174	32	23	academically	academically	ADV
epaa-174	32	24	in	in	ADP
epaa-174	32	25	their	their	PRON
epaa-174	32	26	institutions	institution	NOUN
epaa-174	32	27	,	,	PUNCT
epaa-174	32	28	the	the	PRON
epaa-174	32	29	more	more	ADV
epaa-174	32	30	likely	likely	ADJ
epaa-174	32	31	it	it	PRON
epaa-174	32	32	is	be	AUX
epaa-174	32	33	that	that	SCONJ
epaa-174	32	34	they	they	PRON
epaa-174	32	35	would	would	AUX
epaa-174	32	36	be	be	AUX
epaa-174	32	37	retained	retain	VERB
epaa-174	32	38	.	.	PUNCT
epaa-174	33	1	berger	berger	PROPN
epaa-174	33	2	and	and	CCONJ
epaa-174	33	3	braxton	braxton	PROPN
epaa-174	33	4	(	(	PUNCT
epaa-174	33	5	1998	1998	NUM
epaa-174	33	6	,	,	PUNCT
epaa-174	33	7	p.	p.	NOUN
epaa-174	33	8	116	116	NUM
epaa-174	33	9	)	)	PUNCT
epaa-174	33	10	studied	study	VERB
epaa-174	33	11	students	student	NOUN
epaa-174	33	12	at	at	ADP
epaa-174	33	13	a	a	DET
epaa-174	33	14	private	private	ADJ
epaa-174	33	15	institution	institution	NOUN
epaa-174	33	16	and	and	CCONJ
epaa-174	33	17	concluded	conclude	VERB
epaa-174	33	18	that	that	SCONJ
epaa-174	33	19	“	"	PUNCT
epaa-174	33	20	organizational	organizational	ADJ
epaa-174	33	21	attributes	attribute	NOUN
epaa-174	33	22	play	play	VERB
epaa-174	33	23	an	an	DET
epaa-174	33	24	important	important	ADJ
epaa-174	33	25	role	role	NOUN
epaa-174	33	26	not	not	PART
epaa-174	33	27	only	only	ADV
epaa-174	33	28	as	as	ADP
epaa-174	33	29	a	a	DET
epaa-174	33	30	source	source	NOUN
epaa-174	33	31	of	of	ADP
epaa-174	33	32	social	social	ADJ
epaa-174	33	33	integration	integration	NOUN
epaa-174	33	34	,	,	PUNCT
epaa-174	33	35	but	but	CCONJ
epaa-174	33	36	in	in	ADP
epaa-174	33	37	the	the	DET
epaa-174	33	38	first	first	ADJ
epaa-174	33	39	year	year	NOUN
epaa-174	33	40	persistence	persistence	NOUN
epaa-174	33	41	process	process	NOUN
epaa-174	33	42	in	in	ADP
epaa-174	33	43	general	general	ADJ
epaa-174	33	44	at	at	ADP
epaa-174	33	45	this	this	DET
epaa-174	33	46	institution	institution	NOUN
epaa-174	33	47	.	.	PUNCT
epaa-174	33	48	”	"	PUNCT
epaa-174	34	1	murtaugh	murtaugh	ADJ
epaa-174	34	2	,	,	PUNCT
epaa-174	34	3	burns	burn	NOUN
epaa-174	34	4	,	,	PUNCT
epaa-174	34	5	and	and	CCONJ
epaa-174	34	6	schuster	schuster	PROPN
epaa-174	34	7	(	(	PUNCT
epaa-174	34	8	1999	1999	NUM
epaa-174	34	9	)	)	PUNCT
epaa-174	34	10	analyzed	analyze	VERB
epaa-174	34	11	retention	retention	NOUN
epaa-174	34	12	at	at	ADP
epaa-174	34	13	oregon	oregon	PROPN
epaa-174	34	14	state	state	PROPN
epaa-174	34	15	university	university	PROPN
epaa-174	34	16	,	,	PUNCT
epaa-174	34	17	and	and	CCONJ
epaa-174	34	18	identified	identify	VERB
epaa-174	34	19	several	several	ADJ
epaa-174	34	20	steps	step	NOUN
epaa-174	34	21	that	that	PRON
epaa-174	34	22	the	the	DET
epaa-174	34	23	university	university	NOUN
epaa-174	34	24	could	could	AUX
epaa-174	34	25	take	take	VERB
epaa-174	34	26	to	to	PART
epaa-174	34	27	improve	improve	VERB
epaa-174	34	28	retention	retention	NOUN
epaa-174	34	29	,	,	PUNCT
epaa-174	34	30	including	include	VERB
epaa-174	34	31	pointing	point	VERB
epaa-174	34	32	out	out	ADP
epaa-174	34	33	that	that	SCONJ
epaa-174	34	34	out	out	ADV
epaa-174	34	35	-	-	PUNCT
epaa-174	34	36	of	of	ADP
epaa-174	34	37	-	-	PUNCT
epaa-174	34	38	state	state	NOUN
epaa-174	34	39	students	student	NOUN
epaa-174	34	40	were	be	AUX
epaa-174	34	41	at	at	ADP
epaa-174	34	42	greater	great	ADJ
epaa-174	34	43	risk	risk	NOUN
epaa-174	34	44	than	than	SCONJ
epaa-174	34	45	are	be	AUX
epaa-174	34	46	in	in	ADP
epaa-174	34	47	-	-	PUNCT
epaa-174	34	48	state	state	NOUN
epaa-174	34	49	students	student	NOUN
epaa-174	34	50	.	.	PUNCT
epaa-174	35	1	in	in	ADP
epaa-174	35	2	the	the	DET
epaa-174	35	3	two	two	NUM
epaa-174	35	4	reports	report	NOUN
epaa-174	35	5	identified	identify	VERB
epaa-174	35	6	above	above	ADV
epaa-174	35	7	,	,	PUNCT
epaa-174	35	8	students	student	NOUN
epaa-174	35	9	were	be	AUX
epaa-174	35	10	studied	study	VERB
epaa-174	35	11	at	at	ADP
epaa-174	35	12	single	single	ADJ
epaa-174	35	13	institutions	institution	NOUN
epaa-174	35	14	and	and	CCONJ
epaa-174	35	15	recommendations	recommendation	NOUN
epaa-174	35	16	,	,	PUNCT
epaa-174	35	17	consistent	consistent	ADJ
epaa-174	35	18	with	with	ADP
epaa-174	35	19	tinto	tinto	PROPN
epaa-174	35	20	’s	’s	PART
epaa-174	35	21	model	model	NOUN
epaa-174	35	22	,	,	PUNCT
epaa-174	35	23	were	be	AUX
epaa-174	35	24	made	make	VERB
epaa-174	35	25	to	to	PART
epaa-174	35	26	improve	improve	VERB
epaa-174	35	27	the	the	DET
epaa-174	35	28	institution	institution	NOUN
epaa-174	35	29	’s	’s	PART
epaa-174	35	30	retention	retention	NOUN
epaa-174	35	31	rates	rate	NOUN
epaa-174	35	32	.	.	PUNCT
epaa-174	36	1	while	while	SCONJ
epaa-174	36	2	such	such	ADJ
epaa-174	36	3	studies	study	NOUN
epaa-174	36	4	can	can	AUX
epaa-174	36	5	be	be	AUX
epaa-174	36	6	particularly	particularly	ADV
epaa-174	36	7	useful	useful	ADJ
epaa-174	36	8	to	to	ADP
epaa-174	36	9	the	the	DET
epaa-174	36	10	institutions	institution	NOUN
epaa-174	36	11	studied	study	VERB
epaa-174	36	12	,	,	PUNCT
epaa-174	36	13	and	and	CCONJ
epaa-174	36	14	may	may	AUX
epaa-174	36	15	have	have	VERB
epaa-174	36	16	applicability	applicability	NOUN
epaa-174	36	17	at	at	ADP
epaa-174	36	18	other	other	ADJ
epaa-174	36	19	institutions	institution	NOUN
epaa-174	36	20	,	,	PUNCT
epaa-174	36	21	large	large	ADJ
epaa-174	36	22	-	-	PUNCT
epaa-174	36	23	scale	scale	NOUN
epaa-174	36	24	studies	study	NOUN
epaa-174	36	25	of	of	ADP
epaa-174	36	26	multiple	multiple	ADJ
epaa-174	36	27	institutions	institution	NOUN
epaa-174	36	28	that	that	PRON
epaa-174	36	29	focus	focus	VERB
epaa-174	36	30	on	on	ADP
epaa-174	36	31	how	how	SCONJ
epaa-174	36	32	institutional	institutional	ADJ
epaa-174	36	33	resource	resource	NOUN
epaa-174	36	34	allocations	allocation	NOUN
epaa-174	36	35	influence	influence	NOUN
epaa-174	36	36	graduation	graduation	NOUN
epaa-174	36	37	rates	rate	NOUN
epaa-174	36	38	are	be	AUX
epaa-174	36	39	rare	rare	ADJ
epaa-174	36	40	.	.	PUNCT
epaa-174	37	1	this	this	DET
epaa-174	37	2	study	study	NOUN
epaa-174	37	3	was	be	AUX
epaa-174	37	4	intended	intend	VERB
epaa-174	37	5	to	to	PART
epaa-174	37	6	fill	fill	VERB
epaa-174	37	7	that	that	DET
epaa-174	37	8	void	void	NOUN
epaa-174	37	9	;	;	PUNCT
epaa-174	37	10	more	more	ADV
epaa-174	37	11	specifically	specifically	ADV
epaa-174	37	12	,	,	PUNCT
epaa-174	37	13	it	it	PRON
epaa-174	37	14	was	be	AUX
epaa-174	37	15	undertaken	undertake	VERB
epaa-174	37	16	to	to	PART
epaa-174	37	17	determine	determine	VERB
epaa-174	37	18	how	how	SCONJ
epaa-174	37	19	institutional	institutional	ADJ
epaa-174	37	20	resource	resource	NOUN
epaa-174	37	21	allocations	allocation	NOUN
epaa-174	37	22	influence	influence	NOUN
epaa-174	37	23	graduation	graduation	NOUN
epaa-174	37	24	rates	rate	NOUN
epaa-174	37	25	at	at	ADP
epaa-174	37	26	over	over	ADP
epaa-174	37	27	400	400	NUM
epaa-174	37	28	public	public	ADJ
epaa-174	37	29	four	four	NUM
epaa-174	37	30	-	-	PUNCT
epaa-174	37	31	year	year	NOUN
epaa-174	37	32	institutions	institution	NOUN
epaa-174	37	33	of	of	ADP
epaa-174	37	34	higher	high	ADJ
epaa-174	37	35	education	education	NOUN
epaa-174	37	36	.	.	PUNCT
epaa-174	38	1	data	datum	NOUN
epaa-174	38	2	and	and	CCONJ
epaa-174	38	3	methods	method	NOUN
epaa-174	38	4	this	this	DET
epaa-174	38	5	study	study	NOUN
epaa-174	38	6	explored	explore	VERB
epaa-174	38	7	the	the	DET
epaa-174	38	8	extent	extent	NOUN
epaa-174	38	9	to	to	PART
epaa-174	38	10	which	which	PRON
epaa-174	38	11	institutional	institutional	ADJ
epaa-174	38	12	characteristics	characteristic	NOUN
epaa-174	38	13	and	and	CCONJ
epaa-174	38	14	decisions	decision	NOUN
epaa-174	38	15	about	about	ADP
epaa-174	38	16	institutional	institutional	ADJ
epaa-174	38	17	resources	resource	NOUN
epaa-174	38	18	could	could	AUX
epaa-174	38	19	be	be	AUX
epaa-174	38	20	used	use	VERB
epaa-174	38	21	to	to	PART
epaa-174	38	22	predict	predict	VERB
epaa-174	38	23	undergraduate	undergraduate	ADJ
epaa-174	38	24	graduation	graduation	NOUN
epaa-174	38	25	rates	rate	NOUN
epaa-174	38	26	—	—	PUNCT
epaa-174	38	27	a	a	DET
epaa-174	38	28	common	common	ADJ
epaa-174	38	29	indicator	indicator	NOUN
epaa-174	38	30	of	of	ADP
epaa-174	38	31	undergraduate	undergraduate	ADJ
epaa-174	38	32	student	student	NOUN
epaa-174	38	33	success	success	NOUN
epaa-174	38	34	.	.	PUNCT
epaa-174	39	1	our	our	PRON
epaa-174	39	2	analysis	analysis	NOUN
epaa-174	39	3	is	be	AUX
epaa-174	39	4	based	base	VERB
epaa-174	39	5	on	on	ADP
epaa-174	39	6	variables	variable	NOUN
epaa-174	39	7	derived	derive	VERB
epaa-174	39	8	primarily	primarily	ADV
epaa-174	39	9	from	from	ADP
epaa-174	39	10	the	the	DET
epaa-174	39	11	integrated	integrate	VERB
epaa-174	39	12	postsecondary	postsecondary	ADJ
epaa-174	39	13	education	education	NOUN
epaa-174	39	14	data	data	NOUN
epaa-174	39	15	system	system	NOUN
epaa-174	39	16	(	(	PUNCT
epaa-174	39	17	ipeds	iped	NOUN
epaa-174	39	18	)	)	PUNCT
epaa-174	39	19	data	datum	NOUN
epaa-174	39	20	,	,	PUNCT
epaa-174	39	21	obtained	obtain	VERB
epaa-174	39	22	from	from	ADP
epaa-174	39	23	the	the	DET
epaa-174	39	24	national	national	ADJ
epaa-174	39	25	center	center	NOUN
epaa-174	39	26	for	for	ADP
epaa-174	39	27	education	education	NOUN
epaa-174	39	28	statistics	statistic	NOUN
epaa-174	39	29	(	(	PUNCT
epaa-174	39	30	nces	nce	NOUN
epaa-174	39	31	)	)	PUNCT
epaa-174	39	32	.	.	PUNCT
epaa-174	40	1	institutions	institution	NOUN
epaa-174	40	2	of	of	ADP
epaa-174	40	3	higher	high	ADJ
epaa-174	40	4	education	education	NOUN
epaa-174	40	5	are	be	AUX
epaa-174	40	6	required	require	VERB
epaa-174	40	7	by	by	ADP
epaa-174	40	8	law	law	NOUN
epaa-174	40	9	to	to	PART
epaa-174	40	10	participate	participate	VERB
epaa-174	40	11	in	in	ADP
epaa-174	40	12	ipeds	iped	NOUN
epaa-174	40	13	annual	annual	ADJ
epaa-174	40	14	surveys	survey	NOUN
epaa-174	40	15	conducted	conduct	VERB
epaa-174	40	16	by	by	ADP
epaa-174	40	17	nces	nce	NOUN
epaa-174	40	18	(	(	PUNCT
epaa-174	40	19	national	national	ADJ
epaa-174	40	20	center	center	NOUN
epaa-174	40	21	for	for	ADP
epaa-174	40	22	education	education	NOUN
epaa-174	40	23	statistics	statistic	NOUN
epaa-174	40	24	,	,	PUNCT
epaa-174	40	25	1998	1998	NUM
epaa-174	40	26	)	)	PUNCT
epaa-174	40	27	.	.	PUNCT
epaa-174	41	1	copies	copy	NOUN
epaa-174	41	2	of	of	ADP
epaa-174	41	3	these	these	DET
epaa-174	41	4	surveys	survey	NOUN
epaa-174	41	5	are	be	AUX
epaa-174	41	6	available	available	ADJ
epaa-174	41	7	at	at	ADP
epaa-174	41	8	the	the	DET
epaa-174	41	9	following	follow	VERB
epaa-174	41	10	world	world	NOUN
epaa-174	41	11	wide	wide	ADJ
epaa-174	41	12	web	web	NOUN
epaa-174	41	13	site	site	NOUN
epaa-174	41	14	:	:	PUNCT
epaa-174	41	15	www.nces.ed.gov/ipeds	www.nces.ed.gov/iped	NOUN
epaa-174	41	16	.	.	PUNCT
epaa-174	42	1	in	in	ADP
epaa-174	42	2	addition	addition	NOUN
epaa-174	42	3	,	,	PUNCT
epaa-174	42	4	institutions	institution	NOUN
epaa-174	42	5	may	may	AUX
epaa-174	42	6	choose	choose	VERB
epaa-174	42	7	to	to	PART
epaa-174	42	8	participate	participate	VERB
epaa-174	42	9	in	in	ADP
epaa-174	42	10	annual	annual	ADJ
epaa-174	42	11	surveys	survey	NOUN
epaa-174	42	12	conducted	conduct	VERB
epaa-174	42	13	by	by	ADP
epaa-174	42	14	publications	publication	NOUN
epaa-174	42	15	such	such	ADJ
epaa-174	42	16	as	as	ADP
epaa-174	42	17	u.s	u.s	PROPN
epaa-174	42	18	.	.	PROPN
epaa-174	42	19	news	news	PROPN
epaa-174	42	20	&	&	CCONJ
epaa-174	42	21	world	world	PROPN
epaa-174	42	22	report	report	PROPN
epaa-174	42	23	magazine	magazine	NOUN
epaa-174	42	24	;	;	PUNCT
epaa-174	42	25	the	the	DET
epaa-174	42	26	results	result	NOUN
epaa-174	42	27	from	from	ADP
epaa-174	42	28	those	those	DET
epaa-174	42	29	surveys	survey	NOUN
epaa-174	42	30	are	be	AUX
epaa-174	42	31	published	publish	VERB
epaa-174	42	32	at	at	ADP
epaa-174	42	33	the	the	DET
epaa-174	42	34	website	website	NOUN
epaa-174	42	35	www.usnews.com	www.usnews.com	PROPN
epaa-174	42	36	.	.	PUNCT
epaa-174	43	1	variables	variable	NOUN
epaa-174	43	2	from	from	ADP
epaa-174	43	3	the	the	DET
epaa-174	43	4	ipeds	iped	NOUN
epaa-174	43	5	plus	plus	CCONJ
epaa-174	43	6	a	a	DET
epaa-174	43	7	measure	measure	NOUN
epaa-174	43	8	of	of	ADP
epaa-174	43	9	admissions	admission	NOUN
epaa-174	43	10	selectivity	selectivity	NOUN
epaa-174	43	11	from	from	ADP
epaa-174	43	12	u.s	u.s	PROPN
epaa-174	43	13	.	.	PROPN
epaa-174	43	14	news	news	PROPN
epaa-174	43	15	&	&	CCONJ
epaa-174	43	16	world	world	PROPN
epaa-174	43	17	report	report	NOUN
epaa-174	43	18	were	be	AUX
epaa-174	43	19	utilized	utilize	VERB
epaa-174	43	20	in	in	ADP
epaa-174	43	21	the	the	DET
epaa-174	43	22	multiple	multiple	ADJ
epaa-174	43	23	regression	regression	NOUN
epaa-174	43	24	statistical	statistical	ADJ
epaa-174	43	25	model	model	NOUN
epaa-174	43	26	.	.	PUNCT
epaa-174	44	1	most	most	ADJ
epaa-174	44	2	of	of	ADP
epaa-174	44	3	the	the	DET
epaa-174	44	4	data	datum	NOUN
epaa-174	44	5	for	for	ADP
epaa-174	44	6	this	this	DET
epaa-174	44	7	study	study	NOUN
epaa-174	44	8	came	come	VERB
epaa-174	44	9	from	from	ADP
epaa-174	44	10	the	the	DET
epaa-174	44	11	ipeds	iped	NOUN
epaa-174	44	12	relational	relational	ADJ
epaa-174	44	13	data	datum	NOUN
epaa-174	44	14	base	base	NOUN
epaa-174	44	15	,	,	PUNCT
epaa-174	44	16	including	include	VERB
epaa-174	44	17	enrollment	enrollment	NOUN
epaa-174	44	18	information	information	NOUN
epaa-174	44	19	,	,	PUNCT
epaa-174	44	20	financial	financial	ADJ
epaa-174	44	21	information	information	NOUN
epaa-174	44	22	,	,	PUNCT
epaa-174	44	23	and	and	CCONJ
epaa-174	44	24	graduation	graduation	NOUN
epaa-174	44	25	rates	rate	NOUN
epaa-174	44	26	.	.	PUNCT
epaa-174	45	1	the	the	DET
epaa-174	45	2	survey	survey	NOUN
epaa-174	45	3	year	year	NOUN
epaa-174	45	4	that	that	PRON
epaa-174	45	5	was	be	AUX
epaa-174	45	6	chosen	choose	VERB
epaa-174	45	7	for	for	ADP
epaa-174	45	8	enrollment	enrollment	NOUN
epaa-174	45	9	and	and	CCONJ
epaa-174	45	10	financial	financial	ADJ
epaa-174	45	11	information	information	NOUN
epaa-174	45	12	was	be	AUX
epaa-174	45	13	1998	1998	NUM
epaa-174	45	14	,	,	PUNCT
epaa-174	45	15	since	since	SCONJ
epaa-174	45	16	that	that	DET
epaa-174	45	17	survey	survey	NOUN
epaa-174	45	18	year	year	NOUN
epaa-174	45	19	bridged	bridge	VERB
epaa-174	45	20	the	the	DET
epaa-174	45	21	available	available	ADJ
epaa-174	45	22	years	year	NOUN
epaa-174	45	23	for	for	ADP
epaa-174	45	24	graduation	graduation	NOUN
epaa-174	45	25	rates	rate	NOUN
epaa-174	45	26	and	and	CCONJ
epaa-174	45	27	selectivity	selectivity	NOUN
epaa-174	45	28	rates	rate	NOUN
epaa-174	45	29	.	.	PUNCT
epaa-174	46	1	graduation	graduation	NOUN
epaa-174	46	2	rates	rate	NOUN
epaa-174	46	3	were	be	AUX
epaa-174	46	4	drawn	draw	VERB
epaa-174	46	5	from	from	ADP
epaa-174	46	6	1997	1997	NUM
epaa-174	46	7	,	,	PUNCT
epaa-174	46	8	the	the	DET
epaa-174	46	9	most	most	ADV
epaa-174	46	10	current	current	ADJ
epaa-174	46	11	data	datum	NOUN
epaa-174	46	12	available	available	ADJ
epaa-174	46	13	at	at	ADP
epaa-174	46	14	the	the	DET
epaa-174	46	15	time	time	NOUN
epaa-174	46	16	the	the	DET
epaa-174	46	17	study	study	NOUN
epaa-174	46	18	was	be	AUX
epaa-174	46	19	conducted	conduct	VERB
epaa-174	46	20	.	.	PUNCT
epaa-174	47	1	the	the	DET
epaa-174	47	2	ipeds	ipeds	PROPN
epaa-174	47	3	data	datum	NOUN
epaa-174	47	4	set	set	VERB
epaa-174	47	5	served	serve	VERB
epaa-174	47	6	as	as	ADP
epaa-174	47	7	the	the	DET
epaa-174	47	8	primary	primary	ADJ
epaa-174	47	9	source	source	NOUN
epaa-174	47	10	of	of	ADP
epaa-174	47	11	cases	case	NOUN
epaa-174	47	12	and	and	CCONJ
epaa-174	47	13	data	datum	NOUN
epaa-174	47	14	for	for	ADP
epaa-174	47	15	this	this	DET
epaa-174	47	16	study	study	NOUN
epaa-174	47	17	for	for	ADP
epaa-174	47	18	a	a	DET
epaa-174	47	19	number	number	NOUN
epaa-174	47	20	of	of	ADP
epaa-174	47	21	reasons	reason	NOUN
epaa-174	47	22	.	.	PUNCT
epaa-174	48	1	first	first	ADV
epaa-174	48	2	,	,	PUNCT
epaa-174	48	3	institutions	institution	NOUN
epaa-174	48	4	of	of	ADP
epaa-174	48	5	higher	high	ADJ
epaa-174	48	6	education	education	NOUN
epaa-174	48	7	receiving	receive	VERB
epaa-174	48	8	title	title	NOUN
epaa-174	48	9	iv	iv	NUM
epaa-174	48	10	funding	funding	NOUN
epaa-174	48	11	are	be	AUX
epaa-174	48	12	required	require	VERB
epaa-174	48	13	by	by	ADP
epaa-174	48	14	law	law	NOUN
epaa-174	48	15	to	to	PART
epaa-174	48	16	participate	participate	VERB
epaa-174	48	17	in	in	ADP
epaa-174	48	18	annual	annual	ADJ
epaa-174	48	19	surveys	survey	NOUN
epaa-174	48	20	such	such	ADJ
epaa-174	48	21	as	as	ADP
epaa-174	48	22	ipeds	iped	NOUN
epaa-174	48	23	4	4	NUM
epaa-174	48	24	of	of	ADP
epaa-174	48	25	23	23	NUM
epaa-174	48	26	that	that	PRON
epaa-174	48	27	are	be	AUX
epaa-174	48	28	conducted	conduct	VERB
epaa-174	48	29	by	by	ADP
epaa-174	48	30	nces	nce	NOUN
epaa-174	48	31	.	.	PUNCT
epaa-174	49	1	second	second	ADJ
epaa-174	49	2	,	,	PUNCT
epaa-174	49	3	all	all	PRON
epaa-174	49	4	but	but	SCONJ
epaa-174	49	5	one	one	NUM
epaa-174	49	6	of	of	ADP
epaa-174	49	7	the	the	DET
epaa-174	49	8	variables	variable	NOUN
epaa-174	49	9	of	of	ADP
epaa-174	49	10	interest	interest	NOUN
epaa-174	49	11	was	be	AUX
epaa-174	49	12	contained	contain	VERB
epaa-174	49	13	in	in	ADP
epaa-174	49	14	the	the	DET
epaa-174	49	15	ipeds	iped	NOUN
epaa-174	49	16	data	datum	NOUN
epaa-174	49	17	.	.	PUNCT
epaa-174	50	1	third	third	ADJ
epaa-174	50	2	,	,	PUNCT
epaa-174	50	3	ipeds	iped	NOUN
epaa-174	50	4	data	datum	NOUN
epaa-174	50	5	were	be	AUX
epaa-174	50	6	easily	easily	ADV
epaa-174	50	7	accessible	accessible	ADJ
epaa-174	50	8	to	to	ADP
epaa-174	50	9	the	the	DET
epaa-174	50	10	researchers	researcher	NOUN
epaa-174	50	11	via	via	ADP
epaa-174	50	12	the	the	DET
epaa-174	50	13	world	world	NOUN
epaa-174	50	14	wide	wide	ADJ
epaa-174	50	15	web	web	NOUN
epaa-174	50	16	.	.	PUNCT
epaa-174	51	1	all	all	DET
epaa-174	51	2	513	513	NUM
epaa-174	51	3	accredited	accredit	VERB
epaa-174	51	4	public	public	ADJ
epaa-174	51	5	institutions	institution	NOUN
epaa-174	51	6	that	that	PRON
epaa-174	51	7	grant	grant	VERB
epaa-174	51	8	at	at	ADP
epaa-174	51	9	least	least	ADJ
epaa-174	51	10	a	a	DET
epaa-174	51	11	baccalaureate	baccalaureate	NOUN
epaa-174	51	12	degree	degree	NOUN
epaa-174	51	13	were	be	AUX
epaa-174	51	14	selected	select	VERB
epaa-174	51	15	for	for	ADP
epaa-174	51	16	this	this	DET
epaa-174	51	17	study	study	NOUN
epaa-174	51	18	,	,	PUNCT
epaa-174	51	19	but	but	CCONJ
epaa-174	51	20	a	a	DET
epaa-174	51	21	number	number	NOUN
epaa-174	51	22	of	of	ADP
epaa-174	51	23	institutions	institution	NOUN
epaa-174	51	24	containing	contain	VERB
epaa-174	51	25	missing	miss	VERB
epaa-174	51	26	data	datum	NOUN
epaa-174	51	27	on	on	ADP
epaa-174	51	28	key	key	ADJ
epaa-174	51	29	variables	variable	NOUN
epaa-174	51	30	were	be	AUX
epaa-174	51	31	eliminated	eliminate	VERB
epaa-174	51	32	from	from	ADP
epaa-174	51	33	this	this	DET
epaa-174	51	34	study	study	NOUN
epaa-174	51	35	,	,	PUNCT
epaa-174	51	36	as	as	SCONJ
epaa-174	51	37	were	be	AUX
epaa-174	51	38	several	several	ADJ
epaa-174	51	39	other	other	ADJ
epaa-174	51	40	observations	observation	NOUN
epaa-174	51	41	with	with	ADP
epaa-174	51	42	“	"	PUNCT
epaa-174	51	43	outlier	outlier	NOUN
epaa-174	51	44	”	"	PUNCT
epaa-174	51	45	values	value	NOUN
epaa-174	51	46	on	on	ADP
epaa-174	51	47	one	one	NUM
epaa-174	51	48	or	or	CCONJ
epaa-174	51	49	more	more	ADJ
epaa-174	51	50	variables	variable	NOUN
epaa-174	51	51	that	that	PRON
epaa-174	51	52	were	be	AUX
epaa-174	51	53	markedly	markedly	ADV
epaa-174	51	54	different	different	ADJ
epaa-174	51	55	from	from	ADP
epaa-174	51	56	the	the	DET
epaa-174	51	57	data	datum	NOUN
epaa-174	51	58	for	for	ADP
epaa-174	51	59	the	the	DET
epaa-174	51	60	remaining	remain	VERB
epaa-174	51	61	observations	observation	NOUN
epaa-174	51	62	and	and	CCONJ
epaa-174	51	63	that	that	PRON
epaa-174	51	64	threatened	threaten	VERB
epaa-174	51	65	the	the	DET
epaa-174	51	66	assumption	assumption	NOUN
epaa-174	51	67	of	of	ADP
epaa-174	51	68	normality	normality	NOUN
epaa-174	51	69	.	.	PUNCT
epaa-174	52	1	as	as	ADP
epaa-174	52	2	a	a	DET
epaa-174	52	3	consequence	consequence	NOUN
epaa-174	52	4	,	,	PUNCT
epaa-174	52	5	the	the	DET
epaa-174	52	6	final	final	ADJ
epaa-174	52	7	sample	sample	NOUN
epaa-174	52	8	size	size	NOUN
epaa-174	52	9	comprised	comprise	VERB
epaa-174	52	10	n	n	NOUN
epaa-174	52	11	=	=	SYM
epaa-174	52	12	444	444	NUM
epaa-174	52	13	public	public	ADJ
epaa-174	52	14	institutions	institution	NOUN
epaa-174	52	15	with	with	ADP
epaa-174	52	16	complete	complete	ADJ
epaa-174	52	17	data	datum	NOUN
epaa-174	52	18	on	on	ADP
epaa-174	52	19	all	all	DET
epaa-174	52	20	variables	variable	NOUN
epaa-174	52	21	of	of	ADP
epaa-174	52	22	interest	interest	NOUN
epaa-174	52	23	.	.	PUNCT
epaa-174	53	1	variables	variable	NOUN
epaa-174	53	2	selected	select	VERB
epaa-174	53	3	from	from	ADP
epaa-174	53	4	the	the	DET
epaa-174	53	5	ipeds	iped	NOUN
epaa-174	53	6	relational	relational	ADJ
epaa-174	53	7	database	database	NOUN
epaa-174	53	8	included	include	VERB
epaa-174	53	9	enrollment	enrollment	NOUN
epaa-174	53	10	information	information	NOUN
epaa-174	53	11	,	,	PUNCT
epaa-174	53	12	financial	financial	ADJ
epaa-174	53	13	information	information	NOUN
epaa-174	53	14	,	,	PUNCT
epaa-174	53	15	and	and	CCONJ
epaa-174	53	16	graduation	graduation	NOUN
epaa-174	53	17	rates	rate	NOUN
epaa-174	53	18	.	.	PUNCT
epaa-174	54	1	graduation	graduation	NOUN
epaa-174	54	2	rates	rate	NOUN
epaa-174	54	3	for	for	ADP
epaa-174	54	4	1997	1997	NUM
epaa-174	54	5	(	(	PUNCT
epaa-174	54	6	the	the	DET
epaa-174	54	7	most	most	ADV
epaa-174	54	8	recent	recent	ADJ
epaa-174	54	9	available	available	ADJ
epaa-174	54	10	)	)	PUNCT
epaa-174	54	11	were	be	AUX
epaa-174	54	12	used	use	VERB
epaa-174	54	13	.	.	PUNCT
epaa-174	55	1	all	all	DET
epaa-174	55	2	other	other	ADJ
epaa-174	55	3	institution	institution	NOUN
epaa-174	55	4	-	-	PUNCT
epaa-174	55	5	level	level	NOUN
epaa-174	55	6	data	datum	NOUN
epaa-174	55	7	were	be	AUX
epaa-174	55	8	from	from	ADP
epaa-174	55	9	1998	1998	NUM
epaa-174	55	10	(	(	PUNCT
epaa-174	55	11	the	the	DET
epaa-174	55	12	most	most	ADV
epaa-174	55	13	recent	recent	ADJ
epaa-174	55	14	available	available	ADJ
epaa-174	55	15	at	at	ADP
epaa-174	55	16	the	the	DET
epaa-174	55	17	time	time	NOUN
epaa-174	55	18	of	of	ADP
epaa-174	55	19	the	the	DET
epaa-174	55	20	study	study	NOUN
epaa-174	55	21	)	)	PUNCT
epaa-174	55	22	.	.	PUNCT
epaa-174	56	1	additionally	additionally	ADV
epaa-174	56	2	,	,	PUNCT
epaa-174	56	3	1998	1998	NUM
epaa-174	56	4	most	most	ADV
epaa-174	56	5	closely	closely	ADV
epaa-174	56	6	matched	match	VERB
epaa-174	56	7	the	the	DET
epaa-174	56	8	year	year	NOUN
epaa-174	56	9	for	for	ADP
epaa-174	56	10	which	which	PRON
epaa-174	56	11	institutional	institutional	ADJ
epaa-174	56	12	selectivity	selectivity	NOUN
epaa-174	56	13	data	datum	NOUN
epaa-174	56	14	were	be	AUX
epaa-174	56	15	available	available	ADJ
epaa-174	56	16	(	(	PUNCT
epaa-174	56	17	1999	1999	NUM
epaa-174	56	18	)	)	PUNCT
epaa-174	56	19	.	.	PUNCT
epaa-174	57	1	the	the	DET
epaa-174	57	2	selectivity	selectivity	NOUN
epaa-174	57	3	rates	rate	NOUN
epaa-174	57	4	of	of	ADP
epaa-174	57	5	undergraduate	undergraduate	ADJ
epaa-174	57	6	admissions	admission	NOUN
epaa-174	57	7	were	be	AUX
epaa-174	57	8	drawn	draw	VERB
epaa-174	57	9	from	from	ADP
epaa-174	57	10	the	the	DET
epaa-174	57	11	annual	annual	ADJ
epaa-174	57	12	data	datum	NOUN
epaa-174	57	13	published	publish	VERB
epaa-174	57	14	by	by	ADP
epaa-174	57	15	u.s	u.s	PROPN
epaa-174	57	16	.	.	PROPN
epaa-174	57	17	news	news	PROPN
epaa-174	57	18	&	&	CCONJ
epaa-174	57	19	world	world	PROPN
epaa-174	57	20	report	report	PROPN
epaa-174	57	21	.	.	PUNCT
epaa-174	58	1	the	the	DET
epaa-174	58	2	variables	variable	NOUN
epaa-174	58	3	employed	employ	VERB
epaa-174	58	4	in	in	ADP
epaa-174	58	5	the	the	DET
epaa-174	58	6	study	study	NOUN
epaa-174	58	7	are	be	AUX
epaa-174	58	8	described	describe	VERB
epaa-174	58	9	in	in	ADP
epaa-174	58	10	detail	detail	NOUN
epaa-174	58	11	in	in	ADP
epaa-174	58	12	the	the	DET
epaa-174	58	13	following	follow	VERB
epaa-174	58	14	section	section	NOUN
epaa-174	58	15	.	.	PUNCT
epaa-174	59	1	we	we	PRON
epaa-174	59	2	have	have	AUX
epaa-174	59	3	endeavored	endeavor	VERB
epaa-174	59	4	to	to	PART
epaa-174	59	5	use	use	VERB
epaa-174	59	6	least	least	ADJ
epaa-174	59	7	squares	square	NOUN
epaa-174	59	8	statistical	statistical	ADJ
epaa-174	59	9	models	model	NOUN
epaa-174	59	10	to	to	PART
epaa-174	59	11	provide	provide	VERB
epaa-174	59	12	a	a	DET
epaa-174	59	13	comprehensive	comprehensive	ADJ
epaa-174	59	14	look	look	NOUN
epaa-174	59	15	at	at	ADP
epaa-174	59	16	the	the	DET
epaa-174	59	17	factors	factor	NOUN
epaa-174	59	18	that	that	PRON
epaa-174	59	19	help	help	VERB
epaa-174	59	20	in	in	ADP
epaa-174	59	21	understanding	understand	VERB
epaa-174	59	22	the	the	DET
epaa-174	59	23	effects	effect	NOUN
epaa-174	59	24	that	that	PRON
epaa-174	59	25	higher	high	ADJ
epaa-174	59	26	education	education	NOUN
epaa-174	59	27	expenditure	expenditure	NOUN
epaa-174	59	28	patterns	pattern	NOUN
epaa-174	59	29	and	and	CCONJ
epaa-174	59	30	other	other	ADJ
epaa-174	59	31	institutional	institutional	ADJ
epaa-174	59	32	characteristics	characteristic	NOUN
epaa-174	59	33	have	have	VERB
epaa-174	59	34	on	on	ADP
epaa-174	59	35	student	student	NOUN
epaa-174	59	36	success	success	NOUN
epaa-174	59	37	,	,	PUNCT
epaa-174	59	38	measured	measure	VERB
epaa-174	59	39	as	as	ADP
epaa-174	59	40	undergraduate	undergraduate	NOUN
epaa-174	59	41	student	student	NOUN
epaa-174	59	42	graduation	graduation	NOUN
epaa-174	59	43	rates	rate	NOUN
epaa-174	59	44	.	.	PUNCT
epaa-174	60	1	the	the	DET
epaa-174	60	2	variables	variable	NOUN
epaa-174	60	3	employed	employ	VERB
epaa-174	60	4	in	in	ADP
epaa-174	60	5	this	this	DET
epaa-174	60	6	analysis	analysis	NOUN
epaa-174	60	7	include	include	VERB
epaa-174	60	8	:	:	PUNCT
epaa-174	60	9	undergraduate	undergraduate	ADJ
epaa-174	60	10	graduation	graduation	NOUN
epaa-174	60	11	rate	rate	NOUN
epaa-174	60	12	(	(	PUNCT
epaa-174	60	13	the	the	DET
epaa-174	60	14	dependent	dependent	ADJ
epaa-174	60	15	variable	variable	NOUN
epaa-174	60	16	)	)	PUNCT
epaa-174	60	17	;	;	PUNCT
epaa-174	60	18	carnegie	carnegie	NOUN
epaa-174	60	19	classification	classification	NOUN
epaa-174	60	20	;	;	PUNCT
epaa-174	60	21	u.s	u.s	PROPN
epaa-174	60	22	.	.	PROPN
epaa-174	60	23	region	region	NOUN
epaa-174	60	24	;	;	PUNCT
epaa-174	60	25	degree	degree	NOUN
epaa-174	60	26	of	of	ADP
epaa-174	60	27	urbanization	urbanization	NOUN
epaa-174	60	28	;	;	PUNCT
epaa-174	60	29	presence	presence	NOUN
epaa-174	60	30	of	of	ADP
epaa-174	60	31	a	a	DET
epaa-174	60	32	medical	medical	ADJ
epaa-174	60	33	,	,	PUNCT
epaa-174	60	34	dental	dental	ADJ
epaa-174	60	35	,	,	PUNCT
epaa-174	60	36	veterinary	veterinary	ADJ
epaa-174	60	37	,	,	PUNCT
epaa-174	60	38	or	or	CCONJ
epaa-174	60	39	related	related	ADJ
epaa-174	60	40	program	program	NOUN
epaa-174	60	41	;	;	PUNCT
epaa-174	60	42	selectivity	selectivity	NOUN
epaa-174	60	43	;	;	PUNCT
epaa-174	60	44	institutional	institutional	ADJ
epaa-174	60	45	financial	financial	ADJ
epaa-174	60	46	aid	aid	NOUN
epaa-174	60	47	;	;	PUNCT
epaa-174	60	48	and	and	CCONJ
epaa-174	60	49	number	number	NOUN
epaa-174	60	50	of	of	ADP
epaa-174	60	51	dollars	dollar	NOUN
epaa-174	60	52	allocated	allocate	VERB
epaa-174	60	53	to	to	ADP
epaa-174	60	54	each	each	PRON
epaa-174	60	55	of	of	ADP
epaa-174	60	56	the	the	DET
epaa-174	60	57	following	follow	VERB
epaa-174	60	58	categories	category	NOUN
epaa-174	60	59	of	of	ADP
epaa-174	60	60	expenditures	expenditure	NOUN
epaa-174	60	61	:	:	PUNCT
epaa-174	60	62	student	student	NOUN
epaa-174	60	63	affairs	affair	NOUN
epaa-174	60	64	,	,	PUNCT
epaa-174	60	65	instruction	instruction	NOUN
epaa-174	60	66	,	,	PUNCT
epaa-174	60	67	library	library	NOUN
epaa-174	60	68	,	,	PUNCT
epaa-174	60	69	physical	physical	ADJ
epaa-174	60	70	plant	plant	NOUN
epaa-174	60	71	,	,	PUNCT
epaa-174	60	72	institutional	institutional	ADJ
epaa-174	60	73	support	support	NOUN
epaa-174	60	74	,	,	PUNCT
epaa-174	60	75	academic	academic	ADJ
epaa-174	60	76	support	support	NOUN
epaa-174	60	77	minus	minus	CCONJ
epaa-174	60	78	library	library	NOUN
epaa-174	60	79	,	,	PUNCT
epaa-174	60	80	and	and	CCONJ
epaa-174	60	81	total	total	ADJ
epaa-174	60	82	education	education	NOUN
epaa-174	60	83	and	and	CCONJ
epaa-174	60	84	general	general	ADJ
epaa-174	60	85	(	(	PUNCT
epaa-174	60	86	e	e	PROPN
epaa-174	60	87	&	&	CCONJ
epaa-174	60	88	g	g	NOUN
epaa-174	60	89	)	)	PUNCT
epaa-174	60	90	.	.	PUNCT
epaa-174	61	1	1	1	NUM
epaa-174	61	2	we	we	PRON
epaa-174	61	3	have	have	AUX
epaa-174	61	4	chosen	choose	VERB
epaa-174	61	5	to	to	PART
epaa-174	61	6	predict	predict	VERB
epaa-174	61	7	graduation	graduation	NOUN
epaa-174	61	8	rates	rate	NOUN
epaa-174	61	9	from	from	ADP
epaa-174	61	10	a	a	DET
epaa-174	61	11	combination	combination	NOUN
epaa-174	61	12	of	of	ADP
epaa-174	61	13	institutional	institutional	ADJ
epaa-174	61	14	characteristics	characteristic	NOUN
epaa-174	61	15	,	,	PUNCT
epaa-174	61	16	some	some	PRON
epaa-174	61	17	of	of	ADP
epaa-174	61	18	which	which	PRON
epaa-174	61	19	,	,	PUNCT
epaa-174	61	20	such	such	ADJ
epaa-174	61	21	as	as	ADP
epaa-174	61	22	expenditure	expenditure	NOUN
epaa-174	61	23	patterns	pattern	NOUN
epaa-174	61	24	,	,	PUNCT
epaa-174	61	25	are	be	AUX
epaa-174	61	26	more	more	ADV
epaa-174	61	27	or	or	CCONJ
epaa-174	61	28	less	less	ADJ
epaa-174	61	29	within	within	ADP
epaa-174	61	30	the	the	DET
epaa-174	61	31	discretionary	discretionary	ADJ
epaa-174	61	32	control	control	NOUN
epaa-174	61	33	of	of	ADP
epaa-174	61	34	institutional	institutional	ADJ
epaa-174	61	35	leadership	leadership	NOUN
epaa-174	61	36	,	,	PUNCT
epaa-174	61	37	and	and	CCONJ
epaa-174	61	38	some	some	PRON
epaa-174	61	39	of	of	ADP
epaa-174	61	40	which	which	PRON
epaa-174	61	41	,	,	PUNCT
epaa-174	61	42	such	such	ADJ
epaa-174	61	43	as	as	ADP
epaa-174	61	44	region	region	NOUN
epaa-174	61	45	or	or	CCONJ
epaa-174	61	46	historically	historically	ADV
epaa-174	61	47	black	black	ADJ
epaa-174	61	48	college	college	NOUN
epaa-174	61	49	or	or	CCONJ
epaa-174	61	50	university	university	NOUN
epaa-174	61	51	(	(	PUNCT
epaa-174	61	52	hbcu	hbcu	NOUN
epaa-174	61	53	)	)	PUNCT
epaa-174	61	54	status	status	NOUN
epaa-174	61	55	,	,	PUNCT
epaa-174	61	56	are	be	AUX
epaa-174	61	57	beyond	beyond	ADP
epaa-174	61	58	reasonable	reasonable	ADJ
epaa-174	61	59	control	control	NOUN
epaa-174	61	60	by	by	ADP
epaa-174	61	61	institutional	institutional	ADJ
epaa-174	61	62	decisionmakers	decisionmaker	NOUN
epaa-174	61	63	.	.	PUNCT
epaa-174	62	1	arguably	arguably	ADV
epaa-174	62	2	,	,	PUNCT
epaa-174	62	3	other	other	ADJ
epaa-174	62	4	characteristics	characteristic	NOUN
epaa-174	62	5	,	,	PUNCT
epaa-174	62	6	such	such	ADJ
epaa-174	62	7	as	as	ADP
epaa-174	62	8	carnegie	carnegie	NOUN
epaa-174	62	9	classification	classification	NOUN
epaa-174	62	10	(	(	PUNCT
epaa-174	62	11	the	the	DET
epaa-174	62	12	data	datum	NOUN
epaa-174	62	13	were	be	AUX
epaa-174	62	14	collected	collect	VERB
epaa-174	62	15	under	under	ADP
epaa-174	62	16	the	the	DET
epaa-174	62	17	pre-1999	pre-1999	NOUN
epaa-174	62	18	revised	revise	VERB
epaa-174	62	19	carnegie	carnegie	NOUN
epaa-174	62	20	rating	rating	NOUN
epaa-174	62	21	system	system	NOUN
epaa-174	62	22	)	)	PUNCT
epaa-174	62	23	,	,	PUNCT
epaa-174	62	24	to	to	ADP
epaa-174	62	25	some	some	DET
epaa-174	62	26	degree	degree	NOUN
epaa-174	62	27	may	may	AUX
epaa-174	62	28	be	be	AUX
epaa-174	62	29	influenced	influence	VERB
epaa-174	62	30	through	through	ADP
epaa-174	62	31	the	the	DET
epaa-174	62	32	decisions	decision	NOUN
epaa-174	62	33	taken	take	VERB
epaa-174	62	34	by	by	ADP
epaa-174	62	35	the	the	DET
epaa-174	62	36	senior	senior	ADJ
epaa-174	62	37	administrators	administrator	NOUN
epaa-174	62	38	of	of	ADP
epaa-174	62	39	higher	high	ADJ
epaa-174	62	40	education	education	NOUN
epaa-174	62	41	institutions	institution	NOUN
epaa-174	62	42	,	,	PUNCT
epaa-174	62	43	but	but	CCONJ
epaa-174	62	44	remain	remain	VERB
epaa-174	62	45	relatively	relatively	ADV
epaa-174	62	46	immutable	immutable	ADJ
epaa-174	62	47	without	without	ADP
epaa-174	62	48	major	major	ADJ
epaa-174	62	49	commitments	commitment	NOUN
epaa-174	62	50	of	of	ADP
epaa-174	62	51	effort	effort	NOUN
epaa-174	62	52	and	and	CCONJ
epaa-174	62	53	resources	resource	NOUN
epaa-174	62	54	.	.	PUNCT
epaa-174	63	1	prior	prior	ADV
epaa-174	63	2	to	to	ADP
epaa-174	63	3	data	datum	NOUN
epaa-174	63	4	analysis	analysis	NOUN
epaa-174	63	5	,	,	PUNCT
epaa-174	63	6	institutional	institutional	ADJ
epaa-174	63	7	allocation	allocation	NOUN
epaa-174	63	8	categories	category	NOUN
epaa-174	63	9	(	(	PUNCT
epaa-174	63	10	e.g.	e.g.	ADV
epaa-174	63	11	,	,	PUNCT
epaa-174	63	12	instructional	instructional	ADJ
epaa-174	63	13	expenditures	expenditure	NOUN
epaa-174	63	14	)	)	PUNCT
epaa-174	63	15	were	be	AUX
epaa-174	63	16	transformed	transform	VERB
epaa-174	63	17	into	into	ADP
epaa-174	63	18	“	"	PUNCT
epaa-174	63	19	per	per	ADP
epaa-174	63	20	student	student	NOUN
epaa-174	63	21	”	"	PUNCT
epaa-174	63	22	dollar	dollar	NOUN
epaa-174	63	23	equivalents	equivalent	NOUN
epaa-174	63	24	by	by	ADP
epaa-174	63	25	dividing	divide	VERB
epaa-174	63	26	each	each	DET
epaa-174	63	27	expenditure	expenditure	NOUN
epaa-174	63	28	category	category	NOUN
epaa-174	63	29	by	by	ADP
epaa-174	63	30	the	the	DET
epaa-174	63	31	institution	institution	NOUN
epaa-174	63	32	’s	’s	PART
epaa-174	63	33	headcount	headcount	PROPN
epaa-174	63	34	enrollment	enrollment	PROPN
epaa-174	63	35	.	.	PUNCT
epaa-174	64	1	due	due	ADP
epaa-174	64	2	to	to	ADP
epaa-174	64	3	its	its	PRON
epaa-174	64	4	non	non	ADJ
epaa-174	64	5	-	-	ADJ
epaa-174	64	6	normal	normal	ADJ
epaa-174	64	7	distribution	distribution	NOUN
epaa-174	64	8	,	,	PUNCT
epaa-174	64	9	the	the	DET
epaa-174	64	10	institutional	institutional	ADJ
epaa-174	64	11	financial	financial	ADJ
epaa-174	64	12	aid	aid	NOUN
epaa-174	64	13	per	per	ADP
epaa-174	64	14	headcount	headcount	PROPN
epaa-174	64	15	variable	variable	NOUN
epaa-174	64	16	was	be	AUX
epaa-174	64	17	transformed	transform	VERB
epaa-174	64	18	into	into	ADP
epaa-174	64	19	a	a	DET
epaa-174	64	20	low	low	ADJ
epaa-174	64	21	-	-	PUNCT
epaa-174	64	22	to	to	ADP
epaa-174	64	23	-	-	PUNCT
epaa-174	64	24	high	high	ADJ
epaa-174	64	25	quintile	quintile	NOUN
epaa-174	64	26	ordered	order	VERB
epaa-174	64	27	categorical	categorical	ADJ
epaa-174	64	28	variable	variable	NOUN
epaa-174	64	29	.	.	PUNCT
epaa-174	65	1	we	we	PRON
epaa-174	65	2	believe	believe	VERB
epaa-174	65	3	this	this	DET
epaa-174	65	4	mix	mix	NOUN
epaa-174	65	5	of	of	ADP
epaa-174	65	6	institutional	institutional	ADJ
epaa-174	65	7	traits	trait	NOUN
epaa-174	65	8	provides	provide	VERB
epaa-174	65	9	a	a	DET
epaa-174	65	10	set	set	NOUN
epaa-174	65	11	of	of	ADP
epaa-174	65	12	perspectives	perspective	NOUN
epaa-174	65	13	that	that	PRON
epaa-174	65	14	promise	promise	VERB
epaa-174	65	15	to	to	PART
epaa-174	65	16	facilitate	facilitate	VERB
epaa-174	65	17	the	the	DET
epaa-174	65	18	understanding	understanding	NOUN
epaa-174	65	19	of	of	ADP
epaa-174	65	20	what	what	PRON
epaa-174	65	21	makes	make	VERB
epaa-174	65	22	for	for	ADP
epaa-174	65	23	a	a	DET
epaa-174	65	24	more	more	ADV
epaa-174	65	25	successful	successful	ADJ
epaa-174	65	26	academic	academic	ADJ
epaa-174	65	27	institution	institution	NOUN
epaa-174	65	28	,	,	PUNCT
epaa-174	65	29	measured	measure	VERB
epaa-174	65	30	in	in	ADP
epaa-174	65	31	terms	term	NOUN
epaa-174	65	32	of	of	ADP
epaa-174	65	33	one	one	NUM
epaa-174	65	34	of	of	ADP
epaa-174	65	35	its	its	PRON
epaa-174	65	36	ultimate	ultimate	ADJ
epaa-174	65	37	products¾its	products¾it	NOUN
epaa-174	65	38	graduates	graduate	NOUN
epaa-174	65	39	.	.	PUNCT
epaa-174	66	1	in	in	ADP
epaa-174	66	2	these	these	DET
epaa-174	66	3	results	result	NOUN
epaa-174	66	4	there	there	PRON
epaa-174	66	5	is	be	VERB
epaa-174	66	6	information	information	NOUN
epaa-174	66	7	that	that	PRON
epaa-174	66	8	may	may	AUX
epaa-174	66	9	be	be	AUX
epaa-174	66	10	of	of	ADP
epaa-174	66	11	great	great	ADJ
epaa-174	66	12	use	use	NOUN
epaa-174	66	13	to	to	ADP
epaa-174	66	14	those	those	PRON
epaa-174	66	15	who	who	PRON
epaa-174	66	16	plan	plan	VERB
epaa-174	66	17	and	and	CCONJ
epaa-174	66	18	administer	administer	VERB
epaa-174	66	19	the	the	DET
epaa-174	66	20	process	process	NOUN
epaa-174	66	21	of	of	ADP
epaa-174	66	22	higher	high	ADJ
epaa-174	66	23	education	education	NOUN
epaa-174	66	24	.	.	PUNCT
epaa-174	67	1	which	which	PRON
epaa-174	67	2	is	be	AUX
epaa-174	67	3	better	well	ADJ
epaa-174	67	4	,	,	PUNCT
epaa-174	67	5	for	for	ADP
epaa-174	67	6	the	the	DET
epaa-174	67	7	goal	goal	NOUN
epaa-174	67	8	of	of	ADP
epaa-174	67	9	improving	improve	VERB
epaa-174	67	10	graduation	graduation	NOUN
epaa-174	67	11	5	5	NUM
epaa-174	67	12	of	of	ADP
epaa-174	67	13	23	23	NUM
epaa-174	67	14	rates	rate	NOUN
epaa-174	67	15	:	:	PUNCT
epaa-174	67	16	increase	increase	VERB
epaa-174	67	17	spending	spending	NOUN
epaa-174	67	18	by	by	ADP
epaa-174	67	19	$	$	SYM
epaa-174	67	20	100	100	NUM
epaa-174	67	21	per	per	ADP
epaa-174	67	22	student	student	NOUN
epaa-174	67	23	headcount	headcount	NOUN
epaa-174	67	24	for	for	ADP
epaa-174	67	25	library	library	ADJ
epaa-174	67	26	expenditures	expenditure	NOUN
epaa-174	67	27	,	,	PUNCT
epaa-174	67	28	or	or	CCONJ
epaa-174	67	29	increase	increase	VERB
epaa-174	67	30	spending	spending	NOUN
epaa-174	67	31	by	by	ADP
epaa-174	67	32	$	$	SYM
epaa-174	67	33	10	10	NUM
epaa-174	67	34	per	per	ADP
epaa-174	67	35	student	student	NOUN
epaa-174	67	36	headcount	headcount	NOUN
epaa-174	67	37	on	on	ADP
epaa-174	67	38	student	student	NOUN
epaa-174	67	39	affairs	affair	NOUN
epaa-174	67	40	?	?	PUNCT
epaa-174	68	1	does	do	AUX
epaa-174	68	2	the	the	DET
epaa-174	68	3	presence	presence	NOUN
epaa-174	68	4	of	of	ADP
epaa-174	68	5	a	a	DET
epaa-174	68	6	medical	medical	ADJ
epaa-174	68	7	school	school	NOUN
epaa-174	68	8	improve	improve	VERB
epaa-174	68	9	an	an	DET
epaa-174	68	10	institution	institution	NOUN
epaa-174	68	11	’s	’s	PART
epaa-174	68	12	undergraduate	undergraduate	ADJ
epaa-174	68	13	graduation	graduation	NOUN
epaa-174	68	14	rate	rate	NOUN
epaa-174	68	15	?	?	PUNCT
epaa-174	69	1	how	how	SCONJ
epaa-174	69	2	much	much	ADJ
epaa-174	69	3	does	do	AUX
epaa-174	69	4	the	the	DET
epaa-174	69	5	degree	degree	NOUN
epaa-174	69	6	of	of	ADP
epaa-174	69	7	selectivity	selectivity	NOUN
epaa-174	69	8	of	of	ADP
epaa-174	69	9	admissions	admission	NOUN
epaa-174	69	10	decisions	decision	NOUN
epaa-174	69	11	influence	influence	VERB
epaa-174	69	12	the	the	DET
epaa-174	69	13	rate	rate	NOUN
epaa-174	69	14	at	at	ADP
epaa-174	69	15	which	which	PRON
epaa-174	69	16	students	student	NOUN
epaa-174	69	17	successfully	successfully	ADV
epaa-174	69	18	complete	complete	VERB
epaa-174	69	19	their	their	PRON
epaa-174	69	20	studies	study	NOUN
epaa-174	69	21	?	?	PUNCT
epaa-174	70	1	how	how	SCONJ
epaa-174	70	2	are	be	AUX
epaa-174	70	3	these	these	PRON
epaa-174	70	4	,	,	PUNCT
epaa-174	70	5	and	and	CCONJ
epaa-174	70	6	other	other	ADJ
epaa-174	70	7	,	,	PUNCT
epaa-174	70	8	considerations	consideration	NOUN
epaa-174	70	9	related	relate	VERB
epaa-174	70	10	to	to	ADP
epaa-174	70	11	each	each	DET
epaa-174	70	12	other	other	ADJ
epaa-174	70	13	,	,	PUNCT
epaa-174	70	14	and	and	CCONJ
epaa-174	70	15	what	what	PRON
epaa-174	70	16	tradeoffs	tradeoff	NOUN
epaa-174	70	17	among	among	ADP
epaa-174	70	18	these	these	DET
epaa-174	70	19	alternatives	alternative	NOUN
epaa-174	70	20	are	be	AUX
epaa-174	70	21	important	important	ADJ
epaa-174	70	22	to	to	PART
epaa-174	70	23	know	know	VERB
epaa-174	70	24	about	about	ADP
epaa-174	70	25	?	?	PUNCT
epaa-174	71	1	these	these	PRON
epaa-174	71	2	are	be	AUX
epaa-174	71	3	among	among	ADP
epaa-174	71	4	the	the	DET
epaa-174	71	5	questions	question	NOUN
epaa-174	71	6	that	that	PRON
epaa-174	71	7	are	be	AUX
epaa-174	71	8	addressed	address	VERB
epaa-174	71	9	in	in	ADP
epaa-174	71	10	the	the	DET
epaa-174	71	11	results	result	NOUN
epaa-174	71	12	discussed	discuss	VERB
epaa-174	71	13	below	below	ADV
epaa-174	71	14	.	.	PUNCT
epaa-174	72	1	results	result	VERB
epaa-174	72	2	full	full	ADJ
epaa-174	72	3	-	-	PUNCT
epaa-174	72	4	model	model	NOUN
epaa-174	72	5	multiple	multiple	ADJ
epaa-174	72	6	regression	regression	NOUN
epaa-174	72	7	in	in	ADP
epaa-174	72	8	a	a	DET
epaa-174	72	9	full	full	ADJ
epaa-174	72	10	-	-	PUNCT
epaa-174	72	11	model	model	NOUN
epaa-174	72	12	multiple	multiple	ADJ
epaa-174	72	13	regression	regression	NOUN
epaa-174	72	14	,	,	PUNCT
epaa-174	72	15	graduation	graduation	NOUN
epaa-174	72	16	rate	rate	NOUN
epaa-174	72	17	(	(	PUNCT
epaa-174	72	18	grad	grad	NOUN
epaa-174	72	19	)	)	PUNCT
epaa-174	72	20	was	be	AUX
epaa-174	72	21	predicted	predict	VERB
epaa-174	72	22	by	by	ADP
epaa-174	72	23	a	a	DET
epaa-174	72	24	combination	combination	NOUN
epaa-174	72	25	of	of	ADP
epaa-174	72	26	categorical	categorical	ADJ
epaa-174	72	27	and	and	CCONJ
epaa-174	72	28	continuous	continuous	ADJ
epaa-174	72	29	predictors	predictor	NOUN
epaa-174	72	30	.	.	PUNCT
epaa-174	73	1	the	the	DET
epaa-174	73	2	categorical	categorical	ADJ
epaa-174	73	3	predictors	predictor	NOUN
epaa-174	73	4	include	include	VERB
epaa-174	73	5	:	:	PUNCT
epaa-174	73	6	carnegie	carnegie	NOUN
epaa-174	73	7	classification	classification	NOUN
epaa-174	73	8	(	(	PUNCT
epaa-174	73	9	carnegie	carnegie	NOUN
epaa-174	73	10	)	)	PUNCT
epaa-174	73	11	,	,	PUNCT
epaa-174	73	12	region	region	NOUN
epaa-174	73	13	(	(	PUNCT
epaa-174	73	14	region	region	NOUN
epaa-174	73	15	)	)	PUNCT
epaa-174	73	16	,	,	PUNCT
epaa-174	73	17	the	the	DET
epaa-174	73	18	presence	presence	NOUN
epaa-174	73	19	(	(	PUNCT
epaa-174	73	20	coded	code	VERB
epaa-174	73	21	1	1	NUM
epaa-174	73	22	)	)	PUNCT
epaa-174	73	23	or	or	CCONJ
epaa-174	73	24	absence	absence	NOUN
epaa-174	73	25	(	(	PUNCT
epaa-174	73	26	coded	code	VERB
epaa-174	73	27	0	0	NUM
epaa-174	73	28	)	)	PUNCT
epaa-174	73	29	of	of	ADP
epaa-174	73	30	a	a	DET
epaa-174	73	31	medical	medical	ADJ
epaa-174	73	32	,	,	PUNCT
epaa-174	73	33	dental	dental	ADJ
epaa-174	73	34	,	,	PUNCT
epaa-174	73	35	veterinary	veterinary	ADJ
epaa-174	73	36	,	,	PUNCT
epaa-174	73	37	or	or	CCONJ
epaa-174	73	38	other	other	ADJ
epaa-174	73	39	similar	similar	ADJ
epaa-174	73	40	school	school	NOUN
epaa-174	73	41	(	(	PUNCT
epaa-174	73	42	medical	medical	ADJ
epaa-174	73	43	)	)	PUNCT
epaa-174	73	44	,	,	PUNCT
epaa-174	73	45	whether	whether	SCONJ
epaa-174	73	46	the	the	DET
epaa-174	73	47	institution	institution	NOUN
epaa-174	73	48	is	be	AUX
epaa-174	73	49	(	(	PUNCT
epaa-174	73	50	coded	code	VERB
epaa-174	73	51	1	1	NUM
epaa-174	73	52	)	)	PUNCT
epaa-174	73	53	or	or	CCONJ
epaa-174	73	54	is	be	AUX
epaa-174	73	55	not	not	PART
epaa-174	73	56	(	(	PUNCT
epaa-174	73	57	coded	code	VERB
epaa-174	73	58	0	0	NUM
epaa-174	73	59	)	)	PUNCT
epaa-174	73	60	an	an	DET
epaa-174	73	61	historically	historically	ADV
epaa-174	73	62	black	black	ADJ
epaa-174	73	63	college	college	NOUN
epaa-174	73	64	or	or	CCONJ
epaa-174	73	65	university	university	NOUN
epaa-174	73	66	(	(	PUNCT
epaa-174	73	67	hbcu	hbcu	PROPN
epaa-174	73	68	)	)	PUNCT
epaa-174	73	69	,	,	PUNCT
epaa-174	73	70	and	and	CCONJ
epaa-174	73	71	quintiles	quintile	NOUN
epaa-174	73	72	of	of	ADP
epaa-174	73	73	institutional	institutional	ADJ
epaa-174	73	74	financial	financial	ADJ
epaa-174	73	75	assistance	assistance	NOUN
epaa-174	73	76	(	(	PUNCT
epaa-174	73	77	ifa5	ifa5	PROPN
epaa-174	73	78	)	)	PUNCT
epaa-174	73	79	.	.	PUNCT
epaa-174	74	1	the	the	DET
epaa-174	74	2	model	model	NOUN
epaa-174	74	3	also	also	ADV
epaa-174	74	4	incorporates	incorporate	VERB
epaa-174	74	5	interactions	interaction	NOUN
epaa-174	74	6	between	between	ADP
epaa-174	74	7	medical	medical	ADJ
epaa-174	74	8	and	and	CCONJ
epaa-174	74	9	urban	urban	ADJ
epaa-174	74	10	and	and	CCONJ
epaa-174	74	11	between	between	ADP
epaa-174	74	12	region	region	NOUN
epaa-174	74	13	and	and	CCONJ
epaa-174	74	14	medical	medical	ADJ
epaa-174	74	15	.	.	PUNCT
epaa-174	75	1	the	the	DET
epaa-174	75	2	continuous	continuous	ADJ
epaa-174	75	3	predictors	predictor	NOUN
epaa-174	75	4	include	include	VERB
epaa-174	75	5	degree	degree	NOUN
epaa-174	75	6	of	of	ADP
epaa-174	75	7	urbanization	urbanization	NOUN
epaa-174	75	8	(	(	PUNCT
epaa-174	75	9	urban	urban	ADJ
epaa-174	75	10	)	)	PUNCT
epaa-174	75	11	,	,	PUNCT
epaa-174	75	12	selectivity	selectivity	NOUN
epaa-174	75	13	of	of	ADP
epaa-174	75	14	admissions	admission	NOUN
epaa-174	75	15	(	(	PUNCT
epaa-174	75	16	select	select	ADJ
epaa-174	75	17	)	)	PUNCT
epaa-174	75	18	,	,	PUNCT
epaa-174	75	19	expenditures	expenditure	NOUN
epaa-174	75	20	on	on	ADP
epaa-174	75	21	student	student	NOUN
epaa-174	75	22	affairs	affair	NOUN
epaa-174	75	23	per	per	ADP
epaa-174	75	24	student	student	NOUN
epaa-174	75	25	headcount	headcount	NOUN
epaa-174	75	26	(	(	PUNCT
epaa-174	75	27	safexp	safexp	PROPN
epaa-174	75	28	)	)	PUNCT
epaa-174	75	29	,	,	PUNCT
epaa-174	75	30	instructional	instructional	ADJ
epaa-174	75	31	expenditures	expenditure	NOUN
epaa-174	75	32	per	per	ADP
epaa-174	75	33	student	student	NOUN
epaa-174	75	34	headcount	headcount	NOUN
epaa-174	75	35	(	(	PUNCT
epaa-174	75	36	instexp	instexp	NOUN
epaa-174	75	37	)	)	PUNCT
epaa-174	75	38	,	,	PUNCT
epaa-174	75	39	library	library	NOUN
epaa-174	75	40	expenditures	expenditure	NOUN
epaa-174	75	41	per	per	ADP
epaa-174	75	42	student	student	NOUN
epaa-174	75	43	headcount	headcount	NOUN
epaa-174	75	44	(	(	PUNCT
epaa-174	75	45	libexp	libexp	NOUN
epaa-174	75	46	)	)	PUNCT
epaa-174	75	47	,	,	PUNCT
epaa-174	75	48	expenditures	expenditure	NOUN
epaa-174	75	49	on	on	ADP
epaa-174	75	50	physical	physical	ADJ
epaa-174	75	51	plant	plant	NOUN
epaa-174	75	52	per	per	ADP
epaa-174	75	53	student	student	NOUN
epaa-174	75	54	headcount	headcount	NOUN
epaa-174	75	55	(	(	PUNCT
epaa-174	75	56	pplexp	pplexp	PROPN
epaa-174	75	57	)	)	PUNCT
epaa-174	75	58	,	,	PUNCT
epaa-174	75	59	institutional	institutional	ADJ
epaa-174	75	60	support	support	NOUN
epaa-174	75	61	per	per	ADP
epaa-174	75	62	student	student	NOUN
epaa-174	75	63	(	(	PUNCT
epaa-174	75	64	instiexp	instiexp	PROPN
epaa-174	75	65	)	)	PUNCT
epaa-174	75	66	,	,	PUNCT
epaa-174	75	67	total	total	ADJ
epaa-174	75	68	education	education	NOUN
epaa-174	75	69	and	and	CCONJ
epaa-174	75	70	general	general	ADJ
epaa-174	75	71	expenditures	expenditure	NOUN
epaa-174	75	72	per	per	ADP
epaa-174	75	73	headcount	headcount	PROPN
epaa-174	75	74	(	(	PUNCT
epaa-174	75	75	egexp	egexp	PROPN
epaa-174	75	76	)	)	PUNCT
epaa-174	75	77	,	,	PUNCT
epaa-174	75	78	and	and	CCONJ
epaa-174	75	79	academic	academic	ADJ
epaa-174	75	80	support	support	NOUN
epaa-174	75	81	minus	minus	CCONJ
epaa-174	75	82	library	library	ADJ
epaa-174	75	83	expenditures	expenditure	NOUN
epaa-174	75	84	per	per	ADP
epaa-174	75	85	student	student	NOUN
epaa-174	75	86	headcount	headcount	NOUN
epaa-174	75	87	(	(	PUNCT
epaa-174	75	88	notlib	notlib	NOUN
epaa-174	75	89	)	)	PUNCT
epaa-174	75	90	.	.	PUNCT
epaa-174	76	1	in	in	ADP
epaa-174	76	2	subsequent	subsequent	ADJ
epaa-174	76	3	tables	table	NOUN
epaa-174	76	4	,	,	PUNCT
epaa-174	76	5	the	the	DET
epaa-174	76	6	predictive	predictive	ADJ
epaa-174	76	7	validity	validity	NOUN
epaa-174	76	8	of	of	ADP
epaa-174	76	9	models	model	NOUN
epaa-174	76	10	overall	overall	ADV
epaa-174	76	11	is	be	AUX
epaa-174	76	12	evaluated	evaluate	VERB
epaa-174	76	13	by	by	ADP
epaa-174	76	14	:	:	PUNCT
epaa-174	76	15	the	the	DET
epaa-174	76	16	value	value	NOUN
epaa-174	76	17	of	of	ADP
epaa-174	76	18	the	the	DET
epaa-174	76	19	coefficient	coefficient	NOUN
epaa-174	76	20	of	of	ADP
epaa-174	76	21	determination	determination	NOUN
epaa-174	76	22	(	(	PUNCT
epaa-174	76	23	r	r	NOUN
epaa-174	76	24	2	2	NUM
epaa-174	76	25	)	)	PUNCT
epaa-174	76	26	,	,	PUNCT
epaa-174	76	27	which	which	PRON
epaa-174	76	28	measures	measure	VERB
epaa-174	76	29	the	the	DET
epaa-174	76	30	proportion	proportion	NOUN
epaa-174	76	31	of	of	ADP
epaa-174	76	32	total	total	ADJ
epaa-174	76	33	variation	variation	NOUN
epaa-174	76	34	in	in	ADP
epaa-174	76	35	the	the	DET
epaa-174	76	36	dependent	dependent	ADJ
epaa-174	76	37	variable	variable	NOUN
epaa-174	76	38	associated	associate	VERB
epaa-174	76	39	with	with	ADP
epaa-174	76	40	,	,	PUNCT
epaa-174	76	41	or	or	CCONJ
epaa-174	76	42	“	"	PUNCT
epaa-174	76	43	explained	explain	VERB
epaa-174	76	44	by	by	ADP
epaa-174	76	45	,	,	PUNCT
epaa-174	76	46	”	"	PUNCT
epaa-174	76	47	variation	variation	NOUN
epaa-174	76	48	in	in	ADP
epaa-174	76	49	the	the	DET
epaa-174	76	50	complete	complete	ADJ
epaa-174	76	51	set	set	NOUN
epaa-174	76	52	of	of	ADP
epaa-174	76	53	predictor	predictor	NOUN
epaa-174	76	54	variables	variable	NOUN
epaa-174	76	55	;	;	PUNCT
epaa-174	76	56	adjusted	adjust	VERB
epaa-174	76	57	r	r	NOUN
epaa-174	76	58	2	2	NUM
epaa-174	76	59	,	,	PUNCT
epaa-174	76	60	an	an	DET
epaa-174	76	61	index	index	NOUN
epaa-174	76	62	of	of	ADP
epaa-174	76	63	the	the	DET
epaa-174	76	64	proportion	proportion	NOUN
epaa-174	76	65	of	of	ADP
epaa-174	76	66	dependent	dependent	ADJ
epaa-174	76	67	variable	variable	ADJ
epaa-174	76	68	variance	variance	NOUN
epaa-174	76	69	explained	explain	VERB
epaa-174	76	70	relative	relative	ADV
epaa-174	76	71	to	to	ADP
epaa-174	76	72	the	the	DET
epaa-174	76	73	mean	mean	ADJ
epaa-174	76	74	squared	square	VERB
epaa-174	76	75	error	error	NOUN
epaa-174	76	76	and	and	CCONJ
epaa-174	76	77	the	the	DET
epaa-174	76	78	number	number	NOUN
epaa-174	76	79	of	of	ADP
epaa-174	76	80	degrees	degree	NOUN
epaa-174	76	81	of	of	ADP
epaa-174	76	82	freedom	freedom	NOUN
epaa-174	76	83	for	for	ADP
epaa-174	76	84	model	model	NOUN
epaa-174	76	85	and	and	CCONJ
epaa-174	76	86	error	error	NOUN
epaa-174	76	87	,	,	PUNCT
epaa-174	76	88	which	which	PRON
epaa-174	76	89	may	may	AUX
epaa-174	76	90	assume	assume	VERB
epaa-174	76	91	a	a	DET
epaa-174	76	92	negative	negative	ADJ
epaa-174	76	93	value	value	NOUN
epaa-174	76	94	for	for	ADP
epaa-174	76	95	ill	ill	ADJ
epaa-174	76	96	-	-	PUNCT
epaa-174	76	97	fit	fit	ADJ
epaa-174	76	98	models	model	NOUN
epaa-174	76	99	;	;	PUNCT
epaa-174	76	100	and	and	CCONJ
epaa-174	76	101	the	the	DET
epaa-174	76	102	f	f	NOUN
epaa-174	76	103	-	-	PUNCT
epaa-174	76	104	value	value	NOUN
epaa-174	76	105	formed	form	VERB
epaa-174	76	106	from	from	ADP
epaa-174	76	107	the	the	DET
epaa-174	76	108	ratio	ratio	NOUN
epaa-174	76	109	of	of	ADP
epaa-174	76	110	estimated	estimate	VERB
epaa-174	76	111	model	model	NOUN
epaa-174	76	112	variance	variance	NOUN
epaa-174	76	113	to	to	ADP
epaa-174	76	114	estimated	estimate	VERB
epaa-174	76	115	error	error	NOUN
epaa-174	76	116	variance	variance	NOUN
epaa-174	76	117	,	,	PUNCT
epaa-174	76	118	where	where	SCONJ
epaa-174	76	119	a	a	DET
epaa-174	76	120	larger	large	ADJ
epaa-174	76	121	f	f	NOUN
epaa-174	76	122	-	-	PUNCT
epaa-174	76	123	ratio	ratio	NOUN
epaa-174	76	124	implies	imply	VERB
epaa-174	76	125	a	a	DET
epaa-174	76	126	“	"	PUNCT
epaa-174	76	127	stronger	strong	ADJ
epaa-174	76	128	”	"	PUNCT
epaa-174	76	129	model	model	NOUN
epaa-174	76	130	,	,	PUNCT
epaa-174	76	131	and	and	CCONJ
epaa-174	76	132	its	its	PRON
epaa-174	76	133	associated	associated	ADJ
epaa-174	76	134	p	p	NOUN
epaa-174	76	135	-	-	PUNCT
epaa-174	76	136	value	value	NOUN
epaa-174	76	137	.	.	PUNCT
epaa-174	77	1	the	the	DET
epaa-174	77	2	validity	validity	NOUN
epaa-174	77	3	of	of	ADP
epaa-174	77	4	the	the	DET
epaa-174	77	5	separate	separate	ADJ
epaa-174	77	6	predictor	predictor	NOUN
epaa-174	77	7	variables	variable	NOUN
epaa-174	77	8	included	include	VERB
epaa-174	77	9	in	in	ADP
epaa-174	77	10	each	each	DET
epaa-174	77	11	model	model	NOUN
epaa-174	77	12	is	be	AUX
epaa-174	77	13	ascertained	ascertain	VERB
epaa-174	77	14	from	from	ADP
epaa-174	77	15	:	:	PUNCT
epaa-174	77	16	a	a	DET
epaa-174	77	17	partial	partial	ADJ
epaa-174	77	18	f	f	X
epaa-174	77	19	statistic	statistic	NOUN
epaa-174	77	20	and	and	CCONJ
epaa-174	77	21	its	its	PRON
epaa-174	77	22	associated	associated	ADJ
epaa-174	77	23	p	p	NOUN
epaa-174	77	24	-	-	PUNCT
epaa-174	77	25	value	value	NOUN
epaa-174	77	26	;	;	PUNCT
epaa-174	77	27	eta	eta	NOUN
epaa-174	77	28	-	-	PUNCT
epaa-174	77	29	squared	square	VERB
epaa-174	77	30	,	,	PUNCT
epaa-174	77	31	(	(	PUNCT
epaa-174	77	32	eta	eta	NOUN
epaa-174	77	33	)	)	PUNCT
epaa-174	77	34	2	2	NUM
epaa-174	77	35	,	,	PUNCT
epaa-174	77	36	which	which	PRON
epaa-174	77	37	is	be	AUX
epaa-174	77	38	the	the	DET
epaa-174	77	39	proportion	proportion	NOUN
epaa-174	77	40	of	of	ADP
epaa-174	77	41	the	the	DET
epaa-174	77	42	total	total	ADJ
epaa-174	77	43	variability	variability	NOUN
epaa-174	77	44	in	in	ADP
epaa-174	77	45	the	the	DET
epaa-174	77	46	dependent	dependent	ADJ
epaa-174	77	47	variable	variable	NOUN
epaa-174	77	48	accounted	account	VERB
epaa-174	77	49	for	for	ADP
epaa-174	77	50	by	by	ADP
epaa-174	77	51	that	that	DET
epaa-174	77	52	independent	independent	ADJ
epaa-174	77	53	variable	variable	NOUN
epaa-174	77	54	;	;	PUNCT
epaa-174	77	55	and	and	CCONJ
epaa-174	77	56	by	by	ADP
epaa-174	77	57	observed	observed	ADJ
epaa-174	77	58	power	power	NOUN
epaa-174	77	59	,	,	PUNCT
epaa-174	77	60	or	or	CCONJ
epaa-174	77	61	the	the	DET
epaa-174	77	62	probability	probability	NOUN
epaa-174	77	63	of	of	ADP
epaa-174	77	64	correctly	correctly	ADV
epaa-174	77	65	determining	determine	VERB
epaa-174	77	66	that	that	SCONJ
epaa-174	77	67	there	there	PRON
epaa-174	77	68	is	be	VERB
epaa-174	77	69	a	a	DET
epaa-174	77	70	real	real	ADJ
epaa-174	77	71	effect	effect	NOUN
epaa-174	77	72	attributable	attributable	ADJ
epaa-174	77	73	to	to	ADP
epaa-174	77	74	that	that	DET
epaa-174	77	75	model	model	NOUN
epaa-174	77	76	component	component	NOUN
epaa-174	77	77	.	.	PUNCT
epaa-174	78	1	larger	large	ADJ
epaa-174	78	2	values	value	NOUN
epaa-174	78	3	of	of	ADP
epaa-174	78	4	eta	eta	NOUN
epaa-174	78	5	-	-	PUNCT
epaa-174	78	6	squared	square	VERB
epaa-174	78	7	indicate	indicate	VERB
epaa-174	78	8	stronger	strong	ADJ
epaa-174	78	9	model	model	NOUN
epaa-174	78	10	predictors	predictor	NOUN
epaa-174	78	11	,	,	PUNCT
epaa-174	78	12	but	but	CCONJ
epaa-174	78	13	often	often	ADV
epaa-174	78	14	are	be	AUX
epaa-174	78	15	modest	modest	ADJ
epaa-174	78	16	(	(	PUNCT
epaa-174	78	17	less	less	ADJ
epaa-174	78	18	than	than	ADP
epaa-174	78	19	.10	.10	NUM
epaa-174	78	20	)	)	PUNCT
epaa-174	78	21	.	.	PUNCT
epaa-174	79	1	larger	large	ADJ
epaa-174	79	2	values	value	NOUN
epaa-174	79	3	of	of	ADP
epaa-174	79	4	power	power	NOUN
epaa-174	79	5	(	(	PUNCT
epaa-174	79	6	maximum	maximum	NOUN
epaa-174	79	7	of	of	ADP
epaa-174	79	8	one	one	NUM
epaa-174	79	9	)	)	PUNCT
epaa-174	79	10	indicate	indicate	VERB
epaa-174	79	11	a	a	DET
epaa-174	79	12	greater	great	ADJ
epaa-174	79	13	likelihood	likelihood	NOUN
epaa-174	79	14	of	of	ADP
epaa-174	79	15	that	that	DET
epaa-174	79	16	particular	particular	ADJ
epaa-174	79	17	predictor	predictor	NOUN
epaa-174	79	18	having	have	VERB
epaa-174	79	19	a	a	DET
epaa-174	79	20	genuine	genuine	ADJ
epaa-174	79	21	effect	effect	NOUN
epaa-174	79	22	on	on	ADP
epaa-174	79	23	the	the	DET
epaa-174	79	24	dependent	dependent	ADJ
epaa-174	79	25	variable	variable	NOUN
epaa-174	79	26	.	.	PUNCT
epaa-174	80	1	the	the	DET
epaa-174	80	2	assumption	assumption	NOUN
epaa-174	80	3	of	of	ADP
epaa-174	80	4	equal	equal	ADJ
epaa-174	80	5	error	error	NOUN
epaa-174	80	6	variances	variance	NOUN
epaa-174	80	7	is	be	AUX
epaa-174	80	8	satisfied	satisfied	ADJ
epaa-174	80	9	,	,	PUNCT
epaa-174	80	10	as	as	SCONJ
epaa-174	80	11	measured	measure	VERB
epaa-174	80	12	by	by	ADP
epaa-174	80	13	levene	levene	PROPN
epaa-174	80	14	’s	’s	PART
epaa-174	80	15	test	test	NOUN
epaa-174	80	16	(	(	PUNCT
epaa-174	80	17	f	f	X
epaa-174	80	18	=	=	PUNCT
epaa-174	80	19	.966	.966	NUM
epaa-174	80	20	,	,	PUNCT
epaa-174	80	21	df1	df1	PROPN
epaa-174	80	22	=	=	SYM
epaa-174	80	23	175	175	NUM
epaa-174	80	24	,	,	PUNCT
epaa-174	80	25	df2	df2	PROPN
epaa-174	80	26	=	=	PROPN
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epaa-174	80	28	,	,	PUNCT
epaa-174	80	29	p	p	NOUN
epaa-174	80	30	=	=	NOUN
epaa-174	80	31	.596	.596	NUM
epaa-174	80	32	)	)	PUNCT
epaa-174	80	33	.	.	PUNCT
epaa-174	81	1	the	the	DET
epaa-174	81	2	model	model	NOUN
epaa-174	81	3	provides	provide	VERB
epaa-174	81	4	a	a	DET
epaa-174	81	5	reasonably	reasonably	ADV
epaa-174	81	6	strong	strong	ADJ
epaa-174	81	7	fit	fit	NOUN
epaa-174	81	8	to	to	ADP
epaa-174	81	9	6	6	NUM
epaa-174	81	10	of	of	ADP
epaa-174	81	11	23	23	NUM
epaa-174	81	12	the	the	DET
epaa-174	81	13	data	datum	NOUN
epaa-174	81	14	,	,	PUNCT
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epaa-174	81	17	by	by	ADP
epaa-174	81	18	the	the	DET
epaa-174	81	19	coefficient	coefficient	NOUN
epaa-174	81	20	of	of	ADP
epaa-174	81	21	determination	determination	NOUN
epaa-174	81	22	(	(	PUNCT
epaa-174	81	23	r	r	NOUN
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epaa-174	81	25	=	=	SYM
epaa-174	81	26	.588	.588	NUM
epaa-174	81	27	)	)	PUNCT
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epaa-174	81	31	coefficient	coefficient	NOUN
epaa-174	81	32	of	of	ADP
epaa-174	81	33	determination	determination	NOUN
epaa-174	81	34	(	(	PUNCT
epaa-174	81	35	adjusted	adjust	VERB
epaa-174	81	36	r	r	NOUN
epaa-174	81	37	2	2	NUM
epaa-174	81	38	=	=	NOUN
epaa-174	81	39	.550	.550	NUM
epaa-174	81	40	)	)	PUNCT
epaa-174	81	41	.	.	PUNCT
epaa-174	82	1	as	as	SCONJ
epaa-174	82	2	shown	show	VERB
epaa-174	82	3	in	in	ADP
epaa-174	82	4	table	table	NOUN
epaa-174	82	5	1	1	NUM
epaa-174	82	6	,	,	PUNCT
epaa-174	82	7	the	the	DET
epaa-174	82	8	following	follow	VERB
epaa-174	82	9	full	full	ADJ
epaa-174	82	10	-	-	PUNCT
epaa-174	82	11	model	model	NOUN
epaa-174	82	12	effects	effect	NOUN
epaa-174	82	13	were	be	AUX
epaa-174	82	14	significant	significant	ADJ
epaa-174	82	15	:	:	PUNCT
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epaa-174	82	17	(	(	PUNCT
epaa-174	82	18	f	f	NOUN
epaa-174	82	19	=	=	SYM
epaa-174	82	20	5.765	5.765	NUM
epaa-174	82	21	,	,	PUNCT
epaa-174	82	22	p	p	X
epaa-174	82	23	<	<	X
epaa-174	82	24	.001	.001	NUM
epaa-174	82	25	,	,	PUNCT
epaa-174	82	26	(	(	PUNCT
epaa-174	82	27	eta	eta	NOUN
epaa-174	82	28	)	)	PUNCT
epaa-174	82	29	2	2	NUM
epaa-174	82	30	=	=	PUNCT
epaa-174	82	31	.090	.090	NUM
epaa-174	82	32	,	,	PUNCT
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epaa-174	82	34	=	=	SYM
epaa-174	82	35	.999	.999	NUM
epaa-174	82	36	)	)	PUNCT
epaa-174	82	37	,	,	PUNCT
epaa-174	82	38	medical	medical	ADJ
epaa-174	82	39	(	(	PUNCT
epaa-174	82	40	f	f	NOUN
epaa-174	82	41	=	=	PUNCT
epaa-174	82	42	5.793	5.793	NUM
epaa-174	82	43	,	,	PUNCT
epaa-174	82	44	p	p	X
epaa-174	82	45	=	=	PROPN
epaa-174	82	46	.017	.017	NUM
epaa-174	82	47	,	,	PUNCT
epaa-174	82	48	(	(	PUNCT
epaa-174	82	49	eta	eta	NOUN
epaa-174	82	50	)	)	PUNCT
epaa-174	82	51	2	2	NUM
epaa-174	82	52	=	=	SYM
epaa-174	82	53	.014	.014	NUM
epaa-174	82	54	,	,	PUNCT
epaa-174	82	55	power	power	NOUN
epaa-174	82	56	=	=	SYM
epaa-174	82	57	.670	.670	NUM
epaa-174	82	58	)	)	PUNCT
epaa-174	82	59	,	,	PUNCT
epaa-174	82	60	hbcu	hbcu	X
epaa-174	82	61	(	(	PUNCT
epaa-174	82	62	f	f	PROPN
epaa-174	82	63	=	=	SYM
epaa-174	82	64	18.663	18.663	NUM
epaa-174	82	65	,	,	PUNCT
epaa-174	82	66	p	p	X
epaa-174	82	67	<	<	X
epaa-174	82	68	.001	.001	NUM
epaa-174	82	69	,	,	PUNCT
epaa-174	82	70	(	(	PUNCT
epaa-174	82	71	eta	eta	NOUN
epaa-174	82	72	)	)	PUNCT
epaa-174	82	73	2	2	NUM
epaa-174	82	74	=	=	SYM
epaa-174	82	75	.044	.044	NUM
epaa-174	82	76	,	,	PUNCT
epaa-174	82	77	power	power	NOUN
epaa-174	82	78	=	=	SYM
epaa-174	82	79	.991	.991	NUM
epaa-174	82	80	)	)	PUNCT
epaa-174	82	81	,	,	PUNCT
epaa-174	82	82	ifa5	ifa5	NOUN
epaa-174	82	83	(	(	PUNCT
epaa-174	82	84	f	f	X
epaa-174	82	85	=	=	SYM
epaa-174	82	86	4.588	4.588	NUM
epaa-174	82	87	,	,	PUNCT
epaa-174	82	88	p	p	X
epaa-174	82	89	=	=	PROPN
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epaa-174	82	91	,	,	PUNCT
epaa-174	82	92	(	(	PUNCT
epaa-174	82	93	eta	eta	NOUN
epaa-174	82	94	)	)	PUNCT
epaa-174	82	95	2	2	NUM
epaa-174	82	96	=	=	SYM
epaa-174	82	97	.043	.043	NUM
epaa-174	82	98	,	,	PUNCT
epaa-174	82	99	power	power	NOUN
epaa-174	82	100	=	=	PUNCT
epaa-174	82	101	.945	.945	NUM
epaa-174	82	102	)	)	PUNCT
epaa-174	82	103	,	,	PUNCT
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epaa-174	82	105	(	(	PUNCT
epaa-174	82	106	f	f	PROPN
epaa-174	82	107	=	=	SYM
epaa-174	82	108	22.266	22.266	NUM
epaa-174	82	109	,	,	PUNCT
epaa-174	82	110	p	p	X
epaa-174	82	111	<	<	X
epaa-174	82	112	.001	.001	NUM
epaa-174	82	113	,	,	PUNCT
epaa-174	82	114	(	(	PUNCT
epaa-174	82	115	eta	eta	NOUN
epaa-174	82	116	)	)	PUNCT
epaa-174	82	117	2	2	NUM
epaa-174	82	118	=	=	SYM
epaa-174	82	119	.052	.052	NUM
epaa-174	82	120	,	,	PUNCT
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epaa-174	82	122	=	=	PUNCT
epaa-174	82	123	.997	.997	NUM
epaa-174	82	124	)	)	PUNCT
epaa-174	82	125	,	,	PUNCT
epaa-174	82	126	select	select	VERB
epaa-174	82	127	(	(	PUNCT
epaa-174	82	128	f	f	PROPN
epaa-174	82	129	=	=	SYM
epaa-174	82	130	15.911	15.911	NUM
epaa-174	82	131	,	,	PUNCT
epaa-174	82	132	p	p	X
epaa-174	82	133	<	<	X
epaa-174	82	134	.001	.001	NUM
epaa-174	82	135	,	,	PUNCT
epaa-174	82	136	(	(	PUNCT
epaa-174	82	137	eta	eta	NOUN
epaa-174	82	138	)	)	PUNCT
epaa-174	82	139	2	2	NUM
epaa-174	82	140	=	=	SYM
epaa-174	82	141	.038	.038	NUM
epaa-174	82	142	,	,	PUNCT
epaa-174	82	143	power	power	NOUN
epaa-174	82	144	=	=	SYM
epaa-174	82	145	.978	.978	NUM
epaa-174	82	146	)	)	PUNCT
epaa-174	82	147	,	,	PUNCT
epaa-174	82	148	instexp	instexp	NOUN
epaa-174	82	149	(	(	PUNCT
epaa-174	82	150	f	f	PROPN
epaa-174	82	151	=	=	SYM
epaa-174	82	152	5.867	5.867	NUM
epaa-174	82	153	,	,	PUNCT
epaa-174	82	154	p	p	X
epaa-174	82	155	=	=	PROPN
epaa-174	82	156	.016	.016	NUM
epaa-174	82	157	,	,	PUNCT
epaa-174	82	158	(	(	PUNCT
epaa-174	82	159	eta	eta	NOUN
epaa-174	82	160	)	)	PUNCT
epaa-174	82	161	2	2	NUM
epaa-174	82	162	=	=	SYM
epaa-174	82	163	.014	.014	NUM
epaa-174	82	164	,	,	PUNCT
epaa-174	82	165	power	power	NOUN
epaa-174	82	166	=	=	PUNCT
epaa-174	82	167	.676	.676	NUM
epaa-174	82	168	)	)	PUNCT
epaa-174	82	169	,	,	PUNCT
epaa-174	82	170	libexp	libexp	NOUN
epaa-174	82	171	(	(	PUNCT
epaa-174	82	172	f	f	PROPN
epaa-174	82	173	=	=	SYM
epaa-174	82	174	26.523	26.523	NUM
epaa-174	82	175	,	,	PUNCT
epaa-174	82	176	p	p	X
epaa-174	82	177	<	<	X
epaa-174	82	178	.001	.001	NUM
epaa-174	82	179	,	,	PUNCT
epaa-174	82	180	(	(	PUNCT
epaa-174	82	181	eta	eta	NOUN
epaa-174	82	182	)	)	PUNCT
epaa-174	82	183	2	2	NUM
epaa-174	82	184	=	=	SYM
epaa-174	82	185	.061	.061	NUM
epaa-174	82	186	,	,	PUNCT
epaa-174	82	187	power	power	NOUN
epaa-174	82	188	=	=	SYM
epaa-174	82	189	.999	.999	NUM
epaa-174	82	190	)	)	PUNCT
epaa-174	82	191	,	,	PUNCT
epaa-174	82	192	notlib	notlib	PROPN
epaa-174	82	193	(	(	PUNCT
epaa-174	82	194	f	f	PROPN
epaa-174	82	195	=	=	SYM
epaa-174	82	196	4.844	4.844	NUM
epaa-174	82	197	,	,	PUNCT
epaa-174	82	198	p	p	X
epaa-174	82	199	=	=	NOUN
epaa-174	82	200	.028	.028	NUM
epaa-174	82	201	,	,	PUNCT
epaa-174	82	202	(	(	PUNCT
epaa-174	82	203	eta	eta	NOUN
epaa-174	82	204	)	)	PUNCT
epaa-174	82	205	2	2	NUM
epaa-174	82	206	=	=	SYM
epaa-174	82	207	.012	.012	NUM
epaa-174	82	208	,	,	PUNCT
epaa-174	82	209	power	power	NOUN
epaa-174	82	210	=	=	PUNCT
epaa-174	82	211	.593	.593	NUM
epaa-174	82	212	)	)	PUNCT
epaa-174	82	213	,	,	PUNCT
epaa-174	82	214	and	and	CCONJ
epaa-174	82	215	the	the	DET
epaa-174	82	216	medical*urban	medical*urban	ADJ
epaa-174	82	217	interaction	interaction	NOUN
epaa-174	82	218	(	(	PUNCT
epaa-174	82	219	f	f	NOUN
epaa-174	82	220	=	=	SYM
epaa-174	82	221	4.905	4.905	NUM
epaa-174	82	222	,	,	PUNCT
epaa-174	82	223	p	p	X
epaa-174	82	224	=	=	PUNCT
epaa-174	82	225	.027	.027	NUM
epaa-174	82	226	,	,	PUNCT
epaa-174	82	227	(	(	PUNCT
epaa-174	82	228	eta	eta	NOUN
epaa-174	82	229	)	)	PUNCT
epaa-174	82	230	2	2	NUM
epaa-174	82	231	=	=	SYM
epaa-174	82	232	.012	.012	NUM
epaa-174	82	233	,	,	PUNCT
epaa-174	82	234	power	power	NOUN
epaa-174	82	235	=	=	PUNCT
epaa-174	82	236	.593	.593	NUM
epaa-174	82	237	)	)	PUNCT
epaa-174	82	238	.	.	PUNCT
epaa-174	83	1	the	the	DET
epaa-174	83	2	assumption	assumption	NOUN
epaa-174	83	3	of	of	ADP
epaa-174	83	4	normality	normality	NOUN
epaa-174	83	5	in	in	ADP
epaa-174	83	6	the	the	DET
epaa-174	83	7	dependent	dependent	ADJ
epaa-174	83	8	variable	variable	NOUN
epaa-174	83	9	also	also	ADV
epaa-174	83	10	is	be	AUX
epaa-174	83	11	satisfied	satisfied	ADJ
epaa-174	83	12	following	follow	VERB
epaa-174	83	13	deletion	deletion	NOUN
epaa-174	83	14	of	of	ADP
epaa-174	83	15	outliers	outlier	NOUN
epaa-174	83	16	identified	identify	VERB
epaa-174	83	17	by	by	ADP
epaa-174	83	18	model	model	NOUN
epaa-174	83	19	residuals	residual	NOUN
epaa-174	83	20	.	.	PUNCT
epaa-174	84	1	table	table	NOUN
epaa-174	84	2	1	1	NUM
epaa-174	84	3	full	full	ADJ
epaa-174	84	4	model	model	NOUN
epaa-174	84	5	multiple	multiple	ADJ
epaa-174	84	6	regression	regression	NOUN
epaa-174	84	7	tests	test	NOUN
epaa-174	84	8	of	of	ADP
epaa-174	84	9	between	between	ADP
epaa-174	84	10	-	-	PUNCT
epaa-174	84	11	subjects	subject	NOUN
epaa-174	84	12	effects	effect	NOUN
epaa-174	84	13	for	for	ADP
epaa-174	84	14	predicting	predict	VERB
epaa-174	84	15	graduation	graduation	NOUN
epaa-174	84	16	rates	rate	NOUN
epaa-174	84	17	source	source	NOUN
epaa-174	84	18	type	type	NOUN
epaa-174	84	19	iii	iii	NOUN
epaa-174	84	20	sum	sum	NOUN
epaa-174	84	21	of	of	ADP
epaa-174	84	22	squares	square	NOUN
epaa-174	84	23	df	df	PROPN
epaa-174	84	24	mean	mean	PROPN
epaa-174	84	25	square	square	PROPN
epaa-174	84	26	observed	observe	VERB
epaa-174	84	27	f	f	PROPN
epaa-174	84	28	p	p	X
epaa-174	84	29	>	>	X
epaa-174	84	30	f	f	PROPN
epaa-174	84	31	(	(	PUNCT
epaa-174	84	32	eta	eta	PROPN
epaa-174	84	33	)	)	PUNCT
epaa-174	84	34	2	2	NUM
epaa-174	84	35	power	power	NOUN
epaa-174	84	36	corrected	correct	VERB
epaa-174	84	37	model	model	NOUN
epaa-174	84	38	64384.510	64384.510	NUM
epaa-174	84	39	37	37	NUM
epaa-174	84	40	1740.122	1740.122	NUM
epaa-174	84	41	15.662	15.662	NUM
epaa-174	84	42	<	<	X
epaa-174	84	43	.001	.001	NUM
epaa-174	84	44	.588	.588	NUM
epaa-174	84	45	1.000	1.000	NUM
epaa-174	84	46	intercept	intercept	NOUN
epaa-174	84	47	3133.171	3133.171	NUM
epaa-174	84	48	1	1	NUM
epaa-174	84	49	3133.171	3133.171	NUM
epaa-174	84	50	28.200	28.200	NUM
epaa-174	84	51	<	<	X
epaa-174	84	52	.001	.001	NUM
epaa-174	84	53	.065	.065	NUM
epaa-174	84	54	1.000	1.000	NUM
epaa-174	84	55	carnegie	carnegie	NOUN
epaa-174	84	56	4483.756	4483.756	NUM
epaa-174	84	57	7	7	NUM
epaa-174	84	58	640.537	640.537	NUM
epaa-174	84	59	5.765	5.765	NUM
epaa-174	84	60	<	<	NOUN
epaa-174	84	61	.001	.001	NUM
epaa-174	84	62	.090	.090	NUM
epaa-174	84	63	.999	.999	NUM
epaa-174	84	64	region	region	NOUN
epaa-174	84	65	614.927	614.927	NUM
epaa-174	84	66	7	7	NUM
epaa-174	84	67	87.847	87.847	NUM
epaa-174	84	68	.791	.791	NUM
epaa-174	84	69	.595	.595	NUM
epaa-174	84	70	.013	.013	NUM
epaa-174	84	71	.342	.342	NUM
epaa-174	84	72	medical	medical	ADJ
epaa-174	84	73	643.589	643.589	NUM
epaa-174	84	74	1	1	NUM
epaa-174	84	75	643.589	643.589	NUM
epaa-174	84	76	5.793	5.793	NUM
epaa-174	84	77	.017	.017	NUM
epaa-174	84	78	.014	.014	NUM
epaa-174	84	79	.670	.670	NUM
epaa-174	85	1	hbcu	hbcu	PROPN
epaa-174	85	2	2073.618	2073.618	NUM
epaa-174	85	3	1	1	NUM
epaa-174	85	4	2073.618	2073.618	NUM
epaa-174	85	5	18.663	18.663	NUM
epaa-174	85	6	<	<	X
epaa-174	85	7	.001	.001	NUM
epaa-174	85	8	.044	.044	NUM
epaa-174	85	9	.991	.991	NUM
epaa-174	85	10	ifa5	ifa5	VERB
epaa-174	85	11	2039.159	2039.159	NUM
epaa-174	85	12	4	4	NUM
epaa-174	85	13	509.790	509.790	NUM
epaa-174	85	14	4.588	4.588	NUM
epaa-174	85	15	.001	.001	NUM
epaa-174	85	16	.043	.043	NUM
epaa-174	85	17	.945	.945	NUM
epaa-174	86	1	urban	urban	ADJ
epaa-174	86	2	2473.897	2473.897	NUM
epaa-174	86	3	1	1	NUM
epaa-174	86	4	2473.897	2473.897	NUM
epaa-174	86	5	22.266	22.266	NUM
epaa-174	86	6	<	<	X
epaa-174	86	7	.001	.001	NUM
epaa-174	86	8	.052	.052	NUM
epaa-174	86	9	.997	.997	NUM
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epaa-174	86	12	1	1	NUM
epaa-174	86	13	1767.816	1767.816	NUM
epaa-174	86	14	15.911	15.911	NUM
epaa-174	86	15	<	<	X
epaa-174	86	16	.001	.001	NUM
epaa-174	86	17	.038	.038	NUM
epaa-174	86	18	.978	.978	NUM
epaa-174	86	19	safexp	safexp	PROPN
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epaa-174	86	21	1	1	NUM
epaa-174	86	22	12.268	12.268	NUM
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epaa-174	86	24	.740	.740	NUM
epaa-174	86	25	<	<	X
epaa-174	86	26	.001	.001	NUM
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epaa-174	86	28	instexp	instexp	PROPN
epaa-174	86	29	651.886	651.886	NUM
epaa-174	86	30	1	1	NUM
epaa-174	86	31	651.886	651.886	NUM
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epaa-174	86	33	.016	.016	NUM
epaa-174	86	34	.014	.014	NUM
epaa-174	86	35	.676	.676	NUM
epaa-174	86	36	libexp	libexp	PROPN
epaa-174	86	37	2946.915	2946.915	NUM
epaa-174	86	38	1	1	NUM
epaa-174	86	39	2946.915	2946.915	NUM
epaa-174	86	40	26.523	26.523	NUM
epaa-174	86	41	<	<	X
epaa-174	86	42	.001	.001	NUM
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epaa-174	87	1	pplexp	pplexp	PROPN
epaa-174	87	2	286.785	286.785	NUM
epaa-174	87	3	1	1	NUM
epaa-174	87	4	286.785	286.785	NUM
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epaa-174	87	6	.109	.109	NUM
epaa-174	87	7	.006	.006	NUM
epaa-174	87	8	.361	.361	NUM
epaa-174	87	9	instiexp	instiexp	PROPN
epaa-174	87	10	11.977	11.977	NUM
epaa-174	87	11	1	1	NUM
epaa-174	87	12	11.977	11.977	NUM
epaa-174	87	13	.108	.108	NUM
epaa-174	87	14	.743	.743	NUM
epaa-174	87	15	<	<	X
epaa-174	87	16	.001	.001	NUM
epaa-174	87	17	.062	.062	NUM
epaa-174	87	18	egexp	egexp	PROPN
epaa-174	87	19	89.049	89.049	NUM
epaa-174	87	20	1	1	NUM
epaa-174	87	21	89.049	89.049	NUM
epaa-174	87	22	.801	.801	NUM
epaa-174	87	23	.371	.371	NUM
epaa-174	87	24	.002	.002	NUM
epaa-174	87	25	.145	.145	NUM
epaa-174	88	1	notlib	notlib	ADJ
epaa-174	88	2	538.148	538.148	NUM
epaa-174	88	3	1	1	NUM
epaa-174	88	4	538.148	538.148	NUM
epaa-174	88	5	4.844	4.844	NUM
epaa-174	88	6	.028	.028	NUM
epaa-174	88	7	.012	.012	NUM
epaa-174	88	8	.593	.593	NUM
epaa-174	88	9	7	7	NUM
epaa-174	88	10	of	of	ADP
epaa-174	88	11	23	23	NUM
epaa-174	88	12	medical*urban	medical*urban	VERB
epaa-174	88	13	544.985	544.985	NUM
epaa-174	88	14	1	1	NUM
epaa-174	88	15	544.985	544.985	NUM
epaa-174	88	16	4.905	4.905	NUM
epaa-174	88	17	.027	.027	NUM
epaa-174	88	18	.012	.012	NUM
epaa-174	88	19	.599	.599	NUM
epaa-174	88	20	region*medical	region*medical	ADJ
epaa-174	88	21	1217.596	1217.596	NUM
epaa-174	88	22	7	7	NUM
epaa-174	88	23	173.942	173.942	NUM
epaa-174	88	24	1.566	1.566	NUM
epaa-174	88	25	.144	.144	NUM
epaa-174	88	26	.026	.026	NUM
epaa-174	88	27	.653	.653	NUM
epaa-174	88	28	error	error	NOUN
epaa-174	88	29	45109.257	45109.257	NUM
epaa-174	88	30	406	406	NUM
epaa-174	88	31	111.107	111.107	NUM
epaa-174	88	32	total	total	ADJ
epaa-174	88	33	889697.070	889697.070	NUM
epaa-174	88	34	444	444	NUM
epaa-174	88	35	corrected	correct	VERB
epaa-174	88	36	total	total	ADJ
epaa-174	88	37	109493.767	109493.767	NUM
epaa-174	88	38	443	443	NUM
epaa-174	88	39	the	the	DET
epaa-174	88	40	adjusted	adjust	VERB
epaa-174	88	41	,	,	PUNCT
epaa-174	88	42	or	or	CCONJ
epaa-174	88	43	estimated	estimate	VERB
epaa-174	88	44	,	,	PUNCT
epaa-174	88	45	marginal	marginal	ADJ
epaa-174	88	46	means	mean	NOUN
epaa-174	88	47	for	for	ADP
epaa-174	88	48	institutions	institution	NOUN
epaa-174	88	49	at	at	ADP
epaa-174	88	50	different	different	ADJ
epaa-174	88	51	levels	level	NOUN
epaa-174	88	52	of	of	ADP
epaa-174	88	53	the	the	DET
epaa-174	88	54	carnegie	carnegie	NOUN
epaa-174	88	55	classification	classification	NOUN
epaa-174	88	56	scale	scale	NOUN
epaa-174	88	57	(	(	PUNCT
epaa-174	88	58	carnegie	carnegie	NOUN
epaa-174	88	59	)	)	PUNCT
epaa-174	88	60	are	be	AUX
epaa-174	88	61	presented	present	VERB
epaa-174	88	62	in	in	ADP
epaa-174	88	63	table	table	NOUN
epaa-174	88	64	2	2	NUM
epaa-174	88	65	.	.	PUNCT
epaa-174	89	1	these	these	DET
epaa-174	89	2	results	result	NOUN
epaa-174	89	3	adjust	adjust	VERB
epaa-174	89	4	for	for	ADP
epaa-174	89	5	region	region	NOUN
epaa-174	89	6	,	,	PUNCT
epaa-174	89	7	presence	presence	NOUN
epaa-174	89	8	of	of	ADP
epaa-174	89	9	a	a	DET
epaa-174	89	10	medical	medical	ADJ
epaa-174	89	11	or	or	CCONJ
epaa-174	89	12	related	related	ADJ
epaa-174	89	13	component	component	NOUN
epaa-174	89	14	,	,	PUNCT
epaa-174	89	15	whether	whether	SCONJ
epaa-174	89	16	the	the	DET
epaa-174	89	17	institution	institution	NOUN
epaa-174	89	18	is	be	AUX
epaa-174	89	19	an	an	DET
epaa-174	89	20	hbcu	hbcu	NOUN
epaa-174	89	21	,	,	PUNCT
epaa-174	89	22	institutional	institutional	ADJ
epaa-174	89	23	student	student	NOUN
epaa-174	89	24	financial	financial	ADJ
epaa-174	89	25	support	support	NOUN
epaa-174	89	26	,	,	PUNCT
epaa-174	89	27	urbanization	urbanization	NOUN
epaa-174	89	28	,	,	PUNCT
epaa-174	89	29	selectivity	selectivity	NOUN
epaa-174	89	30	,	,	PUNCT
epaa-174	89	31	and	and	CCONJ
epaa-174	89	32	the	the	DET
epaa-174	89	33	indicated	indicate	VERB
epaa-174	89	34	measures	measure	NOUN
epaa-174	89	35	of	of	ADP
epaa-174	89	36	expenditures	expenditure	NOUN
epaa-174	89	37	,	,	PUNCT
epaa-174	89	38	as	as	ADV
epaa-174	89	39	well	well	ADV
epaa-174	89	40	as	as	ADP
epaa-174	89	41	the	the	DET
epaa-174	89	42	interactions	interaction	NOUN
epaa-174	89	43	of	of	ADP
epaa-174	89	44	medical*urban	medical*urban	ADJ
epaa-174	89	45	and	and	CCONJ
epaa-174	89	46	region*medical	region*medical	ADJ
epaa-174	89	47	.	.	PUNCT
epaa-174	90	1	there	there	PRON
epaa-174	90	2	is	be	VERB
epaa-174	90	3	a	a	DET
epaa-174	90	4	general	general	ADJ
epaa-174	90	5	,	,	PUNCT
epaa-174	90	6	and	and	CCONJ
epaa-174	90	7	nearly	nearly	ADV
epaa-174	90	8	monotonic	monotonic	ADJ
epaa-174	90	9	,	,	PUNCT
epaa-174	90	10	decline	decline	VERB
epaa-174	90	11	in	in	ADP
epaa-174	90	12	mean	mean	ADJ
epaa-174	90	13	graduation	graduation	NOUN
epaa-174	90	14	rates	rate	NOUN
epaa-174	90	15	as	as	SCONJ
epaa-174	90	16	carnegie	carnegie	NOUN
epaa-174	90	17	classification	classification	NOUN
epaa-174	90	18	varies	vary	VERB
epaa-174	90	19	from	from	ADP
epaa-174	90	20	research	research	NOUN
epaa-174	90	21	i	i	PRON
epaa-174	90	22	(	(	PUNCT
epaa-174	90	23	the	the	DET
epaa-174	90	24	most	most	ADV
epaa-174	90	25	prestigious	prestigious	ADJ
epaa-174	90	26	by	by	ADP
epaa-174	90	27	that	that	DET
epaa-174	90	28	measure	measure	NOUN
epaa-174	90	29	of	of	ADP
epaa-174	90	30	external	external	ADJ
epaa-174	90	31	research	research	NOUN
epaa-174	90	32	funding	funding	NOUN
epaa-174	90	33	acquired	acquire	VERB
epaa-174	90	34	)	)	PUNCT
epaa-174	90	35	to	to	PART
epaa-174	90	36	bachelor	bachelor	PROPN
epaa-174	90	37	’s	’s	PART
epaa-174	90	38	ii	ii	NOUN
epaa-174	90	39	,	,	PUNCT
epaa-174	90	40	although	although	SCONJ
epaa-174	90	41	there	there	PRON
epaa-174	90	42	is	be	VERB
epaa-174	90	43	little	little	ADJ
epaa-174	90	44	difference	difference	NOUN
epaa-174	90	45	between	between	ADP
epaa-174	90	46	research	research	NOUN
epaa-174	90	47	ii	ii	PROPN
epaa-174	90	48	and	and	CCONJ
epaa-174	90	49	doctoral	doctoral	ADJ
epaa-174	90	50	i	i	PRON
epaa-174	90	51	mean	mean	VERB
epaa-174	90	52	graduation	graduation	NOUN
epaa-174	90	53	rates	rate	NOUN
epaa-174	90	54	and	and	CCONJ
epaa-174	90	55	little	little	ADJ
epaa-174	90	56	difference	difference	NOUN
epaa-174	90	57	in	in	ADP
epaa-174	90	58	the	the	DET
epaa-174	90	59	mean	mean	ADJ
epaa-174	90	60	graduation	graduation	NOUN
epaa-174	90	61	rates	rate	NOUN
epaa-174	90	62	for	for	ADP
epaa-174	90	63	doctoral	doctoral	ADJ
epaa-174	90	64	ii	ii	PROPN
epaa-174	90	65	,	,	PUNCT
epaa-174	90	66	master	master	NOUN
epaa-174	90	67	’s	’s	NOUN
epaa-174	90	68	i	i	PRON
epaa-174	90	69	,	,	PUNCT
epaa-174	90	70	and	and	CCONJ
epaa-174	90	71	master	master	NOUN
epaa-174	90	72	’s	’s	PART
epaa-174	90	73	ii	ii	PROPN
epaa-174	90	74	institutions	institution	NOUN
epaa-174	90	75	.	.	PUNCT
epaa-174	91	1	table	table	NOUN
epaa-174	91	2	2	2	NUM
epaa-174	91	3	estimated	estimate	VERB
epaa-174	91	4	marginal	marginal	ADJ
epaa-174	91	5	mean	mean	NOUN
epaa-174	91	6	graduation	graduation	NOUN
epaa-174	91	7	rates	rate	NOUN
epaa-174	91	8	by	by	ADP
epaa-174	91	9	carnegie	carnegie	NOUN
epaa-174	91	10	classification	classification	NOUN
epaa-174	91	11	(	(	PUNCT
epaa-174	91	12	carnegie	carnegie	NOUN
epaa-174	91	13	)	)	PUNCT
epaa-174	91	14	from	from	ADP
epaa-174	91	15	full	full	ADJ
epaa-174	91	16	model	model	NOUN
epaa-174	91	17	multiple	multiple	ADJ
epaa-174	91	18	regression	regression	NOUN
epaa-174	91	19	95	95	NUM
epaa-174	91	20	%	%	NOUN
epaa-174	91	21	confidence	confidence	NOUN
epaa-174	91	22	interval	interval	NOUN
epaa-174	91	23	carnegie	carnegie	NOUN
epaa-174	91	24	classification	classification	NOUN
epaa-174	91	25	mean	mean	VERB
epaa-174	91	26	standard	standard	ADJ
epaa-174	91	27	error	error	NOUN
epaa-174	91	28	lower	lower	ADV
epaa-174	91	29	bound	bind	VERB
epaa-174	91	30	upper	upper	ADJ
epaa-174	91	31	bound	bind	VERB
epaa-174	91	32	research	research	NOUN
epaa-174	91	33	i	i	PRON
epaa-174	91	34	49.227	49.227	NUM
epaa-174	91	35	2.930	2.930	NUM
epaa-174	91	36	43.467	43.467	NUM
epaa-174	91	37	54.987	54.987	NUM
epaa-174	91	38	research	research	NOUN
epaa-174	91	39	ii	ii	NOUN
epaa-174	91	40	42.005	42.005	NUM
epaa-174	91	41	2.705	2.705	NUM
epaa-174	91	42	36.686	36.686	NUM
epaa-174	91	43	47.323	47.323	NUM
epaa-174	91	44	doctoral	doctoral	ADJ
epaa-174	92	1	i	i	PRON
epaa-174	92	2	41.948	41.948	NUM
epaa-174	92	3	2.802	2.802	NUM
epaa-174	92	4	36.440	36.440	NUM
epaa-174	92	5	47.455	47.455	NUM
epaa-174	92	6	doctoral	doctoral	ADJ
epaa-174	92	7	ii	ii	PROPN
epaa-174	92	8	35.683	35.683	NUM
epaa-174	92	9	2.517	2.517	NUM
epaa-174	92	10	30.734	30.734	NUM
epaa-174	92	11	40.632	40.632	NUM
epaa-174	92	12	master	master	NOUN
epaa-174	92	13	’s	’s	NOUN
epaa-174	92	14	i	i	PROPN
epaa-174	92	15	36.751	36.751	NUM
epaa-174	92	16	1.886	1.886	NUM
epaa-174	92	17	33.043	33.043	NUM
epaa-174	92	18	40.458	40.458	NUM
epaa-174	92	19	master	master	NOUN
epaa-174	92	20	’s	’s	PART
epaa-174	92	21	ii	ii	NOUN
epaa-174	92	22	36.039	36.039	NUM
epaa-174	92	23	3.133	3.133	NUM
epaa-174	92	24	29.880	29.880	NUM
epaa-174	92	25	42.199	42.199	NUM
epaa-174	92	26	bachelor	bachelor	NOUN
epaa-174	92	27	’s	’s	NOUN
epaa-174	92	28	i	i	PRON
epaa-174	92	29	32.759	32.759	NUM
epaa-174	92	30	5.083	5.083	NUM
epaa-174	92	31	22.766	22.766	NUM
epaa-174	92	32	42.752	42.752	NUM
epaa-174	92	33	bachelor	bachelor	PROPN
epaa-174	92	34	’s	’s	PART
epaa-174	92	35	ii	ii	NOUN
epaa-174	92	36	26.812	26.812	NUM
epaa-174	92	37	2.708	2.708	NUM
epaa-174	92	38	21.488	21.488	NUM
epaa-174	92	39	32.136	32.136	NUM
epaa-174	92	40	note	note	NOUN
epaa-174	92	41	:	:	PUNCT
epaa-174	92	42	the	the	DET
epaa-174	92	43	marginal	marginal	ADJ
epaa-174	92	44	means	mean	NOUN
epaa-174	92	45	reported	report	VERB
epaa-174	92	46	here	here	ADV
epaa-174	92	47	are	be	AUX
epaa-174	92	48	evaluated	evaluate	VERB
epaa-174	92	49	at	at	ADP
epaa-174	92	50	the	the	DET
epaa-174	92	51	means	mean	NOUN
epaa-174	92	52	of	of	ADP
epaa-174	92	53	the	the	DET
epaa-174	92	54	following	follow	VERB
epaa-174	92	55	covariates	covariate	NOUN
epaa-174	92	56	that	that	PRON
epaa-174	92	57	appeared	appear	VERB
epaa-174	92	58	in	in	ADP
epaa-174	92	59	the	the	DET
epaa-174	92	60	model	model	NOUN
epaa-174	92	61	:	:	PUNCT
epaa-174	92	62	urban	urban	ADJ
epaa-174	92	63	(	(	PUNCT
epaa-174	92	64	degree	degree	NOUN
epaa-174	92	65	of	of	ADP
epaa-174	92	66	urbanization	urbanization	NOUN
epaa-174	92	67	)	)	PUNCT
epaa-174	92	68	=	=	SYM
epaa-174	92	69	3.45	3.45	NUM
epaa-174	92	70	,	,	PUNCT
epaa-174	92	71	select	select	ADJ
epaa-174	92	72	(	(	PUNCT
epaa-174	92	73	selectivity	selectivity	NOUN
epaa-174	92	74	=	=	SYM
epaa-174	92	75	percentage	percentage	NOUN
epaa-174	92	76	of	of	ADP
epaa-174	92	77	admissions	admission	NOUN
epaa-174	92	78	applications	application	NOUN
epaa-174	92	79	accepted	accept	VERB
epaa-174	92	80	/	/	SYM
epaa-174	92	81	applications	application	NOUN
epaa-174	92	82	received	receive	VERB
epaa-174	92	83	)	)	PUNCT
epaa-174	92	84	=	=	PUNCT
epaa-174	92	85	75.187	75.187	NUM
epaa-174	92	86	,	,	PUNCT
epaa-174	92	87	safexp	safexp	NOUN
epaa-174	92	88	(	(	PUNCT
epaa-174	92	89	student	student	NOUN
epaa-174	92	90	affairs	affair	NOUN
epaa-174	92	91	expenditures	expenditure	NOUN
epaa-174	92	92	per	per	ADP
epaa-174	92	93	student	student	NOUN
epaa-174	92	94	headcount	headcount	NOUN
epaa-174	92	95	)	)	PUNCT
epaa-174	93	1	=	=	SYM
epaa-174	93	2	728.2527	728.2527	NUM
epaa-174	93	3	,	,	PUNCT
epaa-174	93	4	instexp	instexp	NOUN
epaa-174	93	5	(	(	PUNCT
epaa-174	93	6	instructional	instructional	ADJ
epaa-174	93	7	expenditures	expenditure	NOUN
epaa-174	93	8	per	per	ADP
epaa-174	93	9	student	student	NOUN
epaa-174	93	10	headcount	headcount	NOUN
epaa-174	93	11	)	)	PUNCT
epaa-174	94	1	=	=	SYM
epaa-174	94	2	4282.9243	4282.9243	NOUN
epaa-174	94	3	,	,	PUNCT
epaa-174	94	4	libexp	libexp	NOUN
epaa-174	94	5	(	(	PUNCT
epaa-174	94	6	library	library	ADJ
epaa-174	94	7	expenditures	expenditure	NOUN
epaa-174	94	8	per	per	ADP
epaa-174	94	9	student	student	NOUN
epaa-174	94	10	headcount	headcount	NOUN
epaa-174	94	11	)	)	PUNCT
epaa-174	95	1	=	=	SYM
epaa-174	95	2	360.4734	360.4734	NUM
epaa-174	95	3	,	,	PUNCT
epaa-174	95	4	pplexp	pplexp	PROPN
epaa-174	95	5	(	(	PUNCT
epaa-174	95	6	physical	physical	ADJ
epaa-174	95	7	plant	plant	NOUN
epaa-174	95	8	expenditures	expenditure	NOUN
epaa-174	95	9	per	per	ADP
epaa-174	95	10	student	student	NOUN
epaa-174	95	11	headcount	headcount	NOUN
epaa-174	95	12	)	)	PUNCT
epaa-174	96	1	=	=	SYM
epaa-174	96	2	925.9977	925.9977	NUM
epaa-174	96	3	,	,	PUNCT
epaa-174	96	4	instiexp	instiexp	NOUN
epaa-174	96	5	(	(	PUNCT
epaa-174	96	6	institutional	institutional	ADJ
epaa-174	96	7	support	support	NOUN
epaa-174	96	8	per	per	ADP
epaa-174	96	9	student	student	NOUN
epaa-174	96	10	headcount	headcount	NOUN
epaa-174	96	11	=	=	SYM
epaa-174	96	12	1156.2228	1156.2228	PROPN
epaa-174	96	13	,	,	PUNCT
epaa-174	96	14	egexp	egexp	NOUN
epaa-174	96	15	(	(	PUNCT
epaa-174	96	16	educational	educational	ADJ
epaa-174	96	17	and	and	CCONJ
epaa-174	96	18	general	general	ADJ
epaa-174	96	19	8	8	NUM
epaa-174	96	20	of	of	ADP
epaa-174	96	21	23	23	NUM
epaa-174	96	22	expenditures	expenditure	NOUN
epaa-174	96	23	per	per	ADP
epaa-174	96	24	student	student	NOUN
epaa-174	96	25	headcount	headcount	NOUN
epaa-174	96	26	)	)	PUNCT
epaa-174	97	1	=	=	SYM
epaa-174	97	2	11556.6124	11556.6124	NUM
epaa-174	97	3	,	,	PUNCT
epaa-174	97	4	notlib	notlib	PROPN
epaa-174	97	5	(	(	PUNCT
epaa-174	97	6	academic	academic	ADJ
epaa-174	97	7	support	support	NOUN
epaa-174	97	8	minus	minus	CCONJ
epaa-174	97	9	library	library	NOUN
epaa-174	97	10	expenses	expense	NOUN
epaa-174	97	11	,	,	PUNCT
epaa-174	97	12	per	per	ADP
epaa-174	97	13	student	student	NOUN
epaa-174	97	14	headcount	headcount	NOUN
epaa-174	97	15	)	)	PUNCT
epaa-174	98	1	=	=	SYM
epaa-174	98	2	707.3338	707.3338	X
epaa-174	98	3	.	.	X
epaa-174	98	4	pairwise	pairwise	NOUN
epaa-174	98	5	multiple	multiple	ADJ
epaa-174	98	6	comparisons	comparison	NOUN
epaa-174	98	7	(	(	PUNCT
epaa-174	98	8	using	use	VERB
epaa-174	98	9	fisher	fisher	PROPN
epaa-174	98	10	’s	’s	PART
epaa-174	98	11	least	least	ADJ
epaa-174	98	12	significant	significant	ADJ
epaa-174	98	13	difference	difference	NOUN
epaa-174	98	14	method	method	NOUN
epaa-174	98	15	(	(	PUNCT
epaa-174	98	16	howell	howell	PROPN
epaa-174	98	17	,	,	PUNCT
epaa-174	98	18	2002	2002	NUM
epaa-174	98	19	)	)	PUNCT
epaa-174	98	20	confirm	confirm	VERB
epaa-174	98	21	that	that	SCONJ
epaa-174	98	22	the	the	DET
epaa-174	98	23	estimated	estimate	VERB
epaa-174	98	24	mean	mean	ADJ
epaa-174	98	25	graduation	graduation	NOUN
epaa-174	98	26	rate	rate	NOUN
epaa-174	98	27	for	for	ADP
epaa-174	98	28	the	the	DET
epaa-174	98	29	most	most	ADV
epaa-174	98	30	prestigious	prestigious	ADJ
epaa-174	98	31	institutions	institution	NOUN
epaa-174	98	32	,	,	PUNCT
epaa-174	98	33	measured	measure	VERB
epaa-174	98	34	by	by	ADP
epaa-174	98	35	the	the	DET
epaa-174	98	36	carnegie	carnegie	NOUN
epaa-174	98	37	classification	classification	NOUN
epaa-174	98	38	(	(	PUNCT
epaa-174	98	39	research	research	NOUN
epaa-174	98	40	i	i	PROPN
epaa-174	98	41	)	)	PUNCT
epaa-174	98	42	,	,	PUNCT
epaa-174	98	43	is	be	AUX
epaa-174	98	44	significantly	significantly	ADV
epaa-174	98	45	greater	great	ADJ
epaa-174	98	46	than	than	ADP
epaa-174	98	47	the	the	DET
epaa-174	98	48	estimated	estimate	VERB
epaa-174	98	49	mean	mean	ADJ
epaa-174	98	50	graduation	graduation	NOUN
epaa-174	98	51	rates	rate	NOUN
epaa-174	98	52	for	for	ADP
epaa-174	98	53	the	the	DET
epaa-174	98	54	institutions	institution	NOUN
epaa-174	98	55	in	in	ADP
epaa-174	98	56	each	each	PRON
epaa-174	98	57	of	of	ADP
epaa-174	98	58	the	the	DET
epaa-174	98	59	other	other	ADJ
epaa-174	98	60	carnegie	carnegie	NOUN
epaa-174	98	61	classifications	classification	NOUN
epaa-174	98	62	.	.	PUNCT
epaa-174	99	1	similarly	similarly	ADV
epaa-174	99	2	,	,	PUNCT
epaa-174	99	3	the	the	DET
epaa-174	99	4	multiple	multiple	ADJ
epaa-174	99	5	comparison	comparison	NOUN
epaa-174	99	6	results	result	NOUN
epaa-174	99	7	demonstrate	demonstrate	VERB
epaa-174	99	8	that	that	SCONJ
epaa-174	99	9	the	the	DET
epaa-174	99	10	estimated	estimate	VERB
epaa-174	99	11	mean	mean	ADJ
epaa-174	99	12	graduation	graduation	NOUN
epaa-174	99	13	rate	rate	NOUN
epaa-174	99	14	for	for	ADP
epaa-174	99	15	the	the	DET
epaa-174	99	16	least	least	ADJ
epaa-174	99	17	prestigious	prestigious	ADJ
epaa-174	99	18	carnegie	carnegie	NOUN
epaa-174	99	19	classification	classification	NOUN
epaa-174	99	20	institutions	institution	NOUN
epaa-174	99	21	(	(	PUNCT
epaa-174	99	22	bachelor	bachelor	PROPN
epaa-174	99	23	’s	’s	PART
epaa-174	99	24	ii	ii	NOUN
epaa-174	99	25	)	)	PUNCT
epaa-174	99	26	is	be	AUX
epaa-174	99	27	significantly	significantly	ADV
epaa-174	99	28	lower	low	ADJ
epaa-174	99	29	than	than	ADP
epaa-174	99	30	the	the	DET
epaa-174	99	31	estimated	estimate	VERB
epaa-174	99	32	mean	mean	ADJ
epaa-174	99	33	graduation	graduation	NOUN
epaa-174	99	34	rates	rate	NOUN
epaa-174	99	35	for	for	ADP
epaa-174	99	36	all	all	DET
epaa-174	99	37	other	other	ADJ
epaa-174	99	38	categories	category	NOUN
epaa-174	99	39	of	of	ADP
epaa-174	99	40	institutions	institution	NOUN
epaa-174	99	41	other	other	ADJ
epaa-174	99	42	than	than	ADP
epaa-174	99	43	those	those	PRON
epaa-174	99	44	at	at	ADP
epaa-174	99	45	the	the	DET
epaa-174	99	46	bachelor	bachelor	NOUN
epaa-174	99	47	’s	’s	NOUN
epaa-174	99	48	i	i	PRON
epaa-174	99	49	level	level	VERB
epaa-174	99	50	.	.	PUNCT
epaa-174	100	1	other	other	ADJ
epaa-174	100	2	pairwise	pairwise	NOUN
epaa-174	100	3	differences	difference	NOUN
epaa-174	100	4	in	in	ADP
epaa-174	100	5	estimated	estimate	VERB
epaa-174	100	6	mean	mean	NOUN
epaa-174	100	7	graduation	graduation	NOUN
epaa-174	100	8	rates	rate	NOUN
epaa-174	100	9	are	be	AUX
epaa-174	100	10	found	find	VERB
epaa-174	100	11	for	for	ADP
epaa-174	100	12	carnegie	carnegie	NOUN
epaa-174	100	13	classification	classification	NOUN
epaa-174	100	14	as	as	SCONJ
epaa-174	100	15	expected	expect	VERB
epaa-174	100	16	from	from	ADP
epaa-174	100	17	the	the	DET
epaa-174	100	18	rankings	ranking	NOUN
epaa-174	100	19	of	of	ADP
epaa-174	100	20	the	the	DET
epaa-174	100	21	group	group	NOUN
epaa-174	100	22	means	mean	VERB
epaa-174	100	23	.	.	PUNCT
epaa-174	101	1	estimated	estimate	VERB
epaa-174	101	2	marginal	marginal	ADJ
epaa-174	101	3	mean	mean	NOUN
epaa-174	101	4	graduation	graduation	NOUN
epaa-174	101	5	rates	rate	NOUN
epaa-174	101	6	by	by	ADP
epaa-174	101	7	region	region	NOUN
epaa-174	101	8	are	be	AUX
epaa-174	101	9	shown	show	VERB
epaa-174	101	10	in	in	ADP
epaa-174	101	11	table	table	NOUN
epaa-174	101	12	3	3	NUM
epaa-174	101	13	.	.	PUNCT
epaa-174	102	1	although	although	SCONJ
epaa-174	102	2	there	there	PRON
epaa-174	102	3	is	be	VERB
epaa-174	102	4	no	no	DET
epaa-174	102	5	significant	significant	ADJ
epaa-174	102	6	effect	effect	NOUN
epaa-174	102	7	of	of	ADP
epaa-174	102	8	regional	regional	ADJ
epaa-174	102	9	variation	variation	NOUN
epaa-174	102	10	in	in	ADP
epaa-174	102	11	the	the	DET
epaa-174	102	12	model	model	NOUN
epaa-174	102	13	,	,	PUNCT
epaa-174	102	14	it	it	PRON
epaa-174	102	15	is	be	AUX
epaa-174	102	16	noteworthy	noteworthy	ADJ
epaa-174	102	17	that	that	SCONJ
epaa-174	102	18	estimated	estimate	VERB
epaa-174	102	19	mean	mean	NOUN
epaa-174	102	20	graduation	graduation	NOUN
epaa-174	102	21	rates	rate	NOUN
epaa-174	102	22	are	be	AUX
epaa-174	102	23	highest	high	ADJ
epaa-174	102	24	in	in	ADP
epaa-174	102	25	new	new	PROPN
epaa-174	102	26	england	england	PROPN
epaa-174	102	27	(	(	PUNCT
epaa-174	102	28	44.086	44.086	NUM
epaa-174	102	29	%	%	NOUN
epaa-174	102	30	)	)	PUNCT
epaa-174	102	31	and	and	CCONJ
epaa-174	102	32	the	the	DET
epaa-174	102	33	mid	mid	PROPN
epaa-174	102	34	-	-	PROPN
epaa-174	102	35	east	east	ADJ
epaa-174	102	36	(	(	PUNCT
epaa-174	102	37	41.005	41.005	NUM
epaa-174	102	38	%	%	NOUN
epaa-174	102	39	)	)	PUNCT
epaa-174	102	40	and	and	CCONJ
epaa-174	102	41	lowest	low	ADJ
epaa-174	102	42	in	in	ADP
epaa-174	102	43	the	the	DET
epaa-174	102	44	plains	plain	NOUN
epaa-174	102	45	(	(	PUNCT
epaa-174	102	46	34.679	34.679	NUM
epaa-174	102	47	%	%	NOUN
epaa-174	102	48	)	)	PUNCT
epaa-174	102	49	and	and	CCONJ
epaa-174	102	50	rockies	rockie	NOUN
epaa-174	102	51	(	(	PUNCT
epaa-174	102	52	35.021	35.021	NUM
epaa-174	102	53	%	%	NOUN
epaa-174	102	54	)	)	PUNCT
epaa-174	102	55	.	.	PUNCT
epaa-174	103	1	pairwise	pairwise	NOUN
epaa-174	103	2	multiple	multiple	ADJ
epaa-174	103	3	comparisons	comparison	NOUN
epaa-174	103	4	of	of	ADP
epaa-174	103	5	regions	region	NOUN
epaa-174	103	6	show	show	VERB
epaa-174	103	7	no	no	DET
epaa-174	103	8	significant	significant	ADJ
epaa-174	103	9	differences	difference	NOUN
epaa-174	103	10	,	,	PUNCT
epaa-174	103	11	consistent	consistent	ADJ
epaa-174	103	12	with	with	ADP
epaa-174	103	13	the	the	DET
epaa-174	103	14	finding	finding	NOUN
epaa-174	103	15	of	of	ADP
epaa-174	103	16	no	no	DET
epaa-174	103	17	overall	overall	ADJ
epaa-174	103	18	effect	effect	NOUN
epaa-174	103	19	of	of	ADP
epaa-174	103	20	region	region	NOUN
epaa-174	103	21	in	in	ADP
epaa-174	103	22	the	the	DET
epaa-174	103	23	full	full	ADJ
epaa-174	103	24	regression	regression	NOUN
epaa-174	103	25	model	model	NOUN
epaa-174	103	26	including	include	VERB
epaa-174	103	27	interactions	interaction	NOUN
epaa-174	103	28	.	.	PUNCT
epaa-174	104	1	(	(	PUNCT
epaa-174	104	2	note	note	NOUN
epaa-174	104	3	2	2	NUM
epaa-174	104	4	)	)	PUNCT
epaa-174	104	5	table	table	NOUN
epaa-174	104	6	3	3	NUM
epaa-174	104	7	estimated	estimate	VERB
epaa-174	104	8	marginal	marginal	ADJ
epaa-174	104	9	mean	mean	NOUN
epaa-174	104	10	graduation	graduation	NOUN
epaa-174	104	11	rates	rate	NOUN
epaa-174	104	12	by	by	ADP
epaa-174	104	13	region	region	NOUN
epaa-174	104	14	(	(	PUNCT
epaa-174	104	15	region	region	NOUN
epaa-174	104	16	)	)	PUNCT
epaa-174	104	17	from	from	ADP
epaa-174	104	18	full	full	ADJ
epaa-174	104	19	-	-	PUNCT
epaa-174	104	20	model	model	NOUN
epaa-174	104	21	multiple	multiple	ADJ
epaa-174	104	22	regression	regression	NOUN
epaa-174	104	23	95	95	NUM
epaa-174	104	24	%	%	NOUN
epaa-174	104	25	confidence	confidence	NOUN
epaa-174	104	26	interval	interval	NOUN
epaa-174	104	27	region	region	NOUN
epaa-174	104	28	of	of	ADP
epaa-174	104	29	u.s	u.s	PROPN
epaa-174	104	30	.	.	PROPN
epaa-174	104	31	mean	mean	PROPN
epaa-174	104	32	standard	standard	ADJ
epaa-174	104	33	error	error	NOUN
epaa-174	104	34	lower	lower	ADV
epaa-174	104	35	bound	bind	VERB
epaa-174	104	36	upper	upper	ADJ
epaa-174	104	37	bound	bind	VERB
epaa-174	104	38	new	new	PROPN
epaa-174	104	39	england	england	PROPN
epaa-174	104	40	44.086	44.086	NUM
epaa-174	104	41	5.904	5.904	NUM
epaa-174	104	42	32/479	32/479	NUM
epaa-174	104	43	55.693	55.693	NUM
epaa-174	104	44	mid	mid	ADJ
epaa-174	104	45	-	-	ADJ
epaa-174	104	46	east	east	ADJ
epaa-174	104	47	41.005	41.005	NUM
epaa-174	104	48	3.023	3.023	NUM
epaa-174	104	49	35.062	35.062	NUM
epaa-174	104	50	46.949	46.949	NUM
epaa-174	104	51	great	great	ADJ
epaa-174	104	52	lakes	lake	NOUN
epaa-174	104	53	36.626	36.626	NUM
epaa-174	104	54	2.251	2.251	NUM
epaa-174	104	55	32.201	32.201	NUM
epaa-174	104	56	41.052	41.052	NUM
epaa-174	104	57	plains	plain	NOUN
epaa-174	104	58	34.679	34.679	NUM
epaa-174	104	59	2.531	2.531	NUM
epaa-174	104	60	29.703	29.703	NUM
epaa-174	104	61	39.656	39.656	NUM
epaa-174	104	62	southeast	southeast	NOUN
epaa-174	104	63	36.853	36.853	NUM
epaa-174	104	64	1.820	1.820	NUM
epaa-174	104	65	33.275	33.275	NUM
epaa-174	104	66	40.431	40.431	NUM
epaa-174	104	67	rockies	rockie	NOUN
epaa-174	104	68	35.021	35.021	NUM
epaa-174	104	69	4.303	4.303	NUM
epaa-174	104	70	26.562	26.562	NUM
epaa-174	104	71	43.481	43.481	NUM
epaa-174	104	72	southwest	southwest	NOUN
epaa-174	105	1	37.560	37.560	NUM
epaa-174	105	2	3.227	3.227	NUM
epaa-174	105	3	31.216	31.216	NUM
epaa-174	105	4	43.904	43.904	NUM
epaa-174	105	5	west	west	ADJ
epaa-174	105	6	coast	coast	NOUN
epaa-174	105	7	35.392	35.392	NUM
epaa-174	105	8	2.894	2.894	NUM
epaa-174	105	9	29.704	29.704	NUM
epaa-174	105	10	41.080	41.080	NUM
epaa-174	105	11	note	note	NOUN
epaa-174	105	12	:	:	PUNCT
epaa-174	105	13	the	the	DET
epaa-174	105	14	marginal	marginal	ADJ
epaa-174	105	15	means	mean	NOUN
epaa-174	105	16	reported	report	VERB
epaa-174	105	17	here	here	ADV
epaa-174	105	18	are	be	AUX
epaa-174	105	19	evaluated	evaluate	VERB
epaa-174	105	20	at	at	ADP
epaa-174	105	21	the	the	DET
epaa-174	105	22	means	mean	NOUN
epaa-174	105	23	of	of	ADP
epaa-174	105	24	the	the	DET
epaa-174	105	25	following	follow	VERB
epaa-174	105	26	covariates	covariate	NOUN
epaa-174	105	27	that	that	PRON
epaa-174	105	28	appeared	appear	VERB
epaa-174	105	29	in	in	ADP
epaa-174	105	30	the	the	DET
epaa-174	105	31	model	model	NOUN
epaa-174	105	32	:	:	PUNCT
epaa-174	105	33	urban	urban	ADJ
epaa-174	105	34	(	(	PUNCT
epaa-174	105	35	degree	degree	NOUN
epaa-174	105	36	of	of	ADP
epaa-174	105	37	urbanization	urbanization	NOUN
epaa-174	105	38	)	)	PUNCT
epaa-174	105	39	=	=	SYM
epaa-174	105	40	3.45	3.45	NUM
epaa-174	105	41	,	,	PUNCT
epaa-174	105	42	select	select	ADJ
epaa-174	105	43	(	(	PUNCT
epaa-174	105	44	selectivity	selectivity	NOUN
epaa-174	105	45	=	=	SYM
epaa-174	105	46	percentage	percentage	NOUN
epaa-174	105	47	of	of	ADP
epaa-174	105	48	admissions	admission	NOUN
epaa-174	105	49	applications	application	NOUN
epaa-174	105	50	accepted	accept	VERB
epaa-174	105	51	/	/	SYM
epaa-174	105	52	applications	application	NOUN
epaa-174	105	53	received	receive	VERB
epaa-174	105	54	)	)	PUNCT
epaa-174	105	55	=	=	PUNCT
epaa-174	106	1	75.187	75.187	NUM
epaa-174	106	2	,	,	PUNCT
epaa-174	106	3	safexp	safexp	NOUN
epaa-174	106	4	(	(	PUNCT
epaa-174	106	5	student	student	NOUN
epaa-174	106	6	affairs	affair	NOUN
epaa-174	106	7	expenditures	expenditure	NOUN
epaa-174	106	8	per	per	ADP
epaa-174	106	9	student	student	NOUN
epaa-174	106	10	headcount	headcount	NOUN
epaa-174	106	11	)	)	PUNCT
epaa-174	107	1	=	=	SYM
epaa-174	107	2	728.2527	728.2527	NUM
epaa-174	107	3	,	,	PUNCT
epaa-174	107	4	instexp	instexp	NOUN
epaa-174	107	5	(	(	PUNCT
epaa-174	107	6	instructional	instructional	ADJ
epaa-174	107	7	expenditures	expenditure	NOUN
epaa-174	107	8	per	per	ADP
epaa-174	107	9	student	student	NOUN
epaa-174	107	10	headcount	headcount	NOUN
epaa-174	107	11	)	)	PUNCT
epaa-174	108	1	=	=	SYM
epaa-174	108	2	4282.9243	4282.9243	NOUN
epaa-174	108	3	,	,	PUNCT
epaa-174	108	4	libexp	libexp	NOUN
epaa-174	108	5	(	(	PUNCT
epaa-174	108	6	library	library	ADJ
epaa-174	108	7	expenditures	expenditure	NOUN
epaa-174	108	8	per	per	ADP
epaa-174	108	9	student	student	NOUN
epaa-174	108	10	headcount	headcount	NOUN
epaa-174	108	11	)	)	PUNCT
epaa-174	109	1	=	=	SYM
epaa-174	109	2	360.4734	360.4734	NUM
epaa-174	109	3	,	,	PUNCT
epaa-174	109	4	pplexp	pplexp	PROPN
epaa-174	109	5	(	(	PUNCT
epaa-174	109	6	physical	physical	ADJ
epaa-174	109	7	9	9	NUM
epaa-174	109	8	of	of	ADP
epaa-174	109	9	23	23	NUM
epaa-174	109	10	plant	plant	NOUN
epaa-174	109	11	expenditures	expenditure	NOUN
epaa-174	109	12	per	per	ADP
epaa-174	109	13	student	student	NOUN
epaa-174	109	14	headcount	headcount	NOUN
epaa-174	109	15	)	)	PUNCT
epaa-174	110	1	=	=	SYM
epaa-174	110	2	925.9977	925.9977	NUM
epaa-174	110	3	,	,	PUNCT
epaa-174	110	4	instiexp	instiexp	NOUN
epaa-174	110	5	(	(	PUNCT
epaa-174	110	6	institutional	institutional	ADJ
epaa-174	110	7	support	support	NOUN
epaa-174	110	8	per	per	ADP
epaa-174	110	9	student	student	NOUN
epaa-174	110	10	headcount	headcount	NOUN
epaa-174	110	11	=	=	SYM
epaa-174	110	12	1156.2228	1156.2228	PROPN
epaa-174	110	13	,	,	PUNCT
epaa-174	110	14	egexp	egexp	NOUN
epaa-174	110	15	(	(	PUNCT
epaa-174	110	16	educational	educational	ADJ
epaa-174	110	17	and	and	CCONJ
epaa-174	110	18	general	general	ADJ
epaa-174	110	19	expenditures	expenditure	NOUN
epaa-174	110	20	per	per	ADP
epaa-174	110	21	student	student	NOUN
epaa-174	110	22	headcount	headcount	NOUN
epaa-174	110	23	)	)	PUNCT
epaa-174	111	1	=	=	SYM
epaa-174	111	2	11556.6124	11556.6124	NUM
epaa-174	111	3	,	,	PUNCT
epaa-174	111	4	and	and	CCONJ
epaa-174	111	5	notlib	notlib	PROPN
epaa-174	111	6	(	(	PUNCT
epaa-174	111	7	academic	academic	ADJ
epaa-174	111	8	support	support	NOUN
epaa-174	111	9	minus	minus	CCONJ
epaa-174	111	10	library	library	NOUN
epaa-174	111	11	expenses	expense	NOUN
epaa-174	111	12	,	,	PUNCT
epaa-174	111	13	per	per	ADP
epaa-174	111	14	student	student	NOUN
epaa-174	111	15	headcount	headcount	NOUN
epaa-174	111	16	)	)	PUNCT
epaa-174	112	1	=	=	PUNCT
epaa-174	112	2	707.3338	707.3338	NUM
epaa-174	112	3	.	.	NOUN
epaa-174	113	1	in	in	ADP
epaa-174	113	2	the	the	DET
epaa-174	113	3	full	full	ADJ
epaa-174	113	4	model	model	NOUN
epaa-174	113	5	including	include	VERB
epaa-174	113	6	interactions	interaction	NOUN
epaa-174	113	7	,	,	PUNCT
epaa-174	113	8	institutions	institution	NOUN
epaa-174	113	9	with	with	ADP
epaa-174	113	10	a	a	DET
epaa-174	113	11	medical	medical	ADJ
epaa-174	113	12	,	,	PUNCT
epaa-174	113	13	dental	dental	ADJ
epaa-174	113	14	,	,	PUNCT
epaa-174	113	15	veterinary	veterinary	ADJ
epaa-174	113	16	,	,	PUNCT
epaa-174	113	17	or	or	CCONJ
epaa-174	113	18	similar	similar	ADJ
epaa-174	113	19	component	component	NOUN
epaa-174	113	20	had	have	VERB
epaa-174	113	21	a	a	DET
epaa-174	113	22	significantly	significantly	ADV
epaa-174	113	23	lower	lower	ADV
epaa-174	113	24	estimated	estimate	VERB
epaa-174	113	25	mean	mean	ADJ
epaa-174	113	26	graduation	graduation	NOUN
epaa-174	113	27	rate	rate	NOUN
epaa-174	113	28	(	(	PUNCT
epaa-174	113	29	37.065	37.065	NUM
epaa-174	113	30	%	%	NOUN
epaa-174	113	31	)	)	PUNCT
epaa-174	113	32	than	than	SCONJ
epaa-174	113	33	did	do	VERB
epaa-174	113	34	institutions	institution	NOUN
epaa-174	113	35	without	without	ADP
epaa-174	113	36	such	such	DET
epaa-174	113	37	a	a	DET
epaa-174	113	38	component	component	NOUN
epaa-174	113	39	(	(	PUNCT
epaa-174	113	40	38.241	38.241	NUM
epaa-174	113	41	%	%	NOUN
epaa-174	113	42	)	)	PUNCT
epaa-174	113	43	.	.	PUNCT
epaa-174	114	1	hbcus	hbcus	PROPN
epaa-174	114	2	had	have	VERB
epaa-174	114	3	an	an	DET
epaa-174	114	4	estimated	estimate	VERB
epaa-174	114	5	mean	mean	ADJ
epaa-174	114	6	graduation	graduation	NOUN
epaa-174	114	7	rate	rate	NOUN
epaa-174	114	8	of	of	ADP
epaa-174	114	9	32.877	32.877	NUM
epaa-174	114	10	%	%	NOUN
epaa-174	114	11	,	,	PUNCT
epaa-174	114	12	significantly	significantly	ADV
epaa-174	114	13	less	less	ADJ
epaa-174	114	14	than	than	ADP
epaa-174	114	15	the	the	DET
epaa-174	114	16	42.429	42.429	NUM
epaa-174	114	17	%	%	NOUN
epaa-174	114	18	result	result	NOUN
epaa-174	114	19	for	for	ADP
epaa-174	114	20	non	non	ADJ
epaa-174	114	21	-	-	ADJ
epaa-174	114	22	hbcus	hbcus	ADJ
epaa-174	114	23	.	.	PUNCT
epaa-174	115	1	the	the	DET
epaa-174	115	2	statistically	statistically	ADV
epaa-174	115	3	significant	significant	ADJ
epaa-174	115	4	differences	difference	NOUN
epaa-174	115	5	in	in	ADP
epaa-174	115	6	estimated	estimate	VERB
epaa-174	115	7	mean	mean	ADJ
epaa-174	115	8	graduation	graduation	NOUN
epaa-174	115	9	rates	rate	NOUN
epaa-174	115	10	among	among	ADP
epaa-174	115	11	quintiles	quintile	NOUN
epaa-174	115	12	of	of	ADP
epaa-174	115	13	institutional	institutional	ADJ
epaa-174	115	14	financial	financial	ADJ
epaa-174	115	15	assistance	assistance	NOUN
epaa-174	115	16	(	(	PUNCT
epaa-174	115	17	ifa	ifa	PROPN
epaa-174	115	18	)	)	PUNCT
epaa-174	115	19	range	range	NOUN
epaa-174	115	20	from	from	ADP
epaa-174	115	21	42.740	42.740	NUM
epaa-174	115	22	%	%	NOUN
epaa-174	115	23	for	for	ADP
epaa-174	115	24	the	the	DET
epaa-174	115	25	top	top	ADJ
epaa-174	115	26	quintile	quintile	NOUN
epaa-174	115	27	(	(	PUNCT
epaa-174	115	28	level	level	NOUN
epaa-174	115	29	5	5	NUM
epaa-174	115	30	)	)	PUNCT
epaa-174	115	31	to	to	ADP
epaa-174	115	32	33.665	33.665	NUM
epaa-174	115	33	%	%	NOUN
epaa-174	115	34	for	for	ADP
epaa-174	115	35	level	level	NOUN
epaa-174	115	36	2	2	NUM
epaa-174	115	37	,	,	PUNCT
epaa-174	115	38	with	with	ADP
epaa-174	115	39	intermediate	intermediate	ADJ
epaa-174	115	40	values	value	NOUN
epaa-174	115	41	for	for	ADP
epaa-174	115	42	level	level	NOUN
epaa-174	115	43	1	1	NUM
epaa-174	115	44	(	(	PUNCT
epaa-174	115	45	38.223	38.223	NUM
epaa-174	115	46	%	%	NOUN
epaa-174	115	47	)	)	PUNCT
epaa-174	115	48	,	,	PUNCT
epaa-174	115	49	level	level	NOUN
epaa-174	115	50	4	4	NUM
epaa-174	115	51	(	(	PUNCT
epaa-174	115	52	37.636	37.636	NUM
epaa-174	115	53	%	%	NOUN
epaa-174	115	54	)	)	PUNCT
epaa-174	115	55	,	,	PUNCT
epaa-174	115	56	and	and	CCONJ
epaa-174	115	57	level	level	NOUN
epaa-174	115	58	3	3	NUM
epaa-174	115	59	(	(	PUNCT
epaa-174	115	60	36.001	36.001	NUM
epaa-174	115	61	%	%	NOUN
epaa-174	115	62	)	)	PUNCT
epaa-174	115	63	.	.	PUNCT
epaa-174	116	1	the	the	DET
epaa-174	116	2	significant	significant	ADJ
epaa-174	116	3	interaction	interaction	NOUN
epaa-174	116	4	between	between	ADP
epaa-174	116	5	medical	medical	ADJ
epaa-174	116	6	and	and	CCONJ
epaa-174	116	7	region	region	NOUN
epaa-174	116	8	is	be	AUX
epaa-174	116	9	amplified	amplify	VERB
epaa-174	116	10	by	by	ADP
epaa-174	116	11	the	the	DET
epaa-174	116	12	range	range	NOUN
epaa-174	116	13	in	in	ADP
epaa-174	116	14	estimated	estimate	VERB
epaa-174	116	15	mean	mean	ADJ
epaa-174	116	16	graduation	graduation	NOUN
epaa-174	116	17	rates	rate	NOUN
epaa-174	116	18	from	from	ADP
epaa-174	116	19	a	a	DET
epaa-174	116	20	low	low	NOUN
epaa-174	116	21	of	of	ADP
epaa-174	116	22	just	just	ADV
epaa-174	116	23	31.708	31.708	NUM
epaa-174	116	24	%	%	NOUN
epaa-174	116	25	for	for	ADP
epaa-174	116	26	institutions	institution	NOUN
epaa-174	116	27	with	with	ADP
epaa-174	116	28	medical	medical	ADJ
epaa-174	116	29	schools	school	NOUN
epaa-174	116	30	or	or	CCONJ
epaa-174	116	31	similar	similar	ADJ
epaa-174	116	32	components	component	NOUN
epaa-174	116	33	in	in	ADP
epaa-174	116	34	the	the	DET
epaa-174	116	35	plains	plain	NOUN
epaa-174	116	36	to	to	ADP
epaa-174	116	37	a	a	DET
epaa-174	116	38	high	high	NOUN
epaa-174	116	39	of	of	ADP
epaa-174	116	40	47.374	47.374	NUM
epaa-174	116	41	%	%	NOUN
epaa-174	116	42	for	for	ADP
epaa-174	116	43	new	new	PROPN
epaa-174	116	44	england	england	PROPN
epaa-174	116	45	institutions	institution	NOUN
epaa-174	116	46	with	with	ADP
epaa-174	116	47	medical	medical	ADJ
epaa-174	116	48	schools	school	NOUN
epaa-174	116	49	or	or	CCONJ
epaa-174	116	50	similar	similar	ADJ
epaa-174	116	51	components	component	NOUN
epaa-174	116	52	.	.	PUNCT
epaa-174	117	1	independent	independent	ADJ
epaa-174	117	2	bivariate	bivariate	ADJ
epaa-174	117	3	regression	regression	NOUN
epaa-174	117	4	results	result	VERB
epaa-174	117	5	the	the	DET
epaa-174	117	6	results	result	NOUN
epaa-174	117	7	reported	report	VERB
epaa-174	117	8	above	above	ADV
epaa-174	117	9	are	be	AUX
epaa-174	117	10	based	base	VERB
epaa-174	117	11	on	on	ADP
epaa-174	117	12	the	the	DET
epaa-174	117	13	full	full	ADJ
epaa-174	117	14	multiple	multiple	ADJ
epaa-174	117	15	regression	regression	NOUN
epaa-174	117	16	model	model	NOUN
epaa-174	117	17	.	.	PUNCT
epaa-174	118	1	determining	determine	VERB
epaa-174	118	2	how	how	SCONJ
epaa-174	118	3	the	the	DET
epaa-174	118	4	independent	independent	ADJ
epaa-174	118	5	variables	variable	NOUN
epaa-174	118	6	employed	employ	VERB
epaa-174	118	7	in	in	ADP
epaa-174	118	8	the	the	DET
epaa-174	118	9	full	full	ADJ
epaa-174	118	10	model	model	NOUN
epaa-174	118	11	play	play	VERB
epaa-174	118	12	out	out	ADP
epaa-174	118	13	on	on	ADP
epaa-174	118	14	their	their	PRON
epaa-174	118	15	own	own	ADJ
epaa-174	118	16	is	be	AUX
epaa-174	118	17	important	important	ADJ
epaa-174	118	18	,	,	PUNCT
epaa-174	118	19	because	because	SCONJ
epaa-174	118	20	the	the	DET
epaa-174	118	21	chief	chief	ADJ
epaa-174	118	22	consequence	consequence	NOUN
epaa-174	118	23	of	of	ADP
epaa-174	118	24	including	include	VERB
epaa-174	118	25	a	a	DET
epaa-174	118	26	large	large	ADJ
epaa-174	118	27	number	number	NOUN
epaa-174	118	28	of	of	ADP
epaa-174	118	29	independent	independent	ADJ
epaa-174	118	30	variables	variable	NOUN
epaa-174	118	31	in	in	ADP
epaa-174	118	32	a	a	DET
epaa-174	118	33	prediction	prediction	NOUN
epaa-174	118	34	model	model	NOUN
epaa-174	118	35	is	be	AUX
epaa-174	118	36	to	to	PART
epaa-174	118	37	enhance	enhance	VERB
epaa-174	118	38	the	the	DET
epaa-174	118	39	likelihood	likelihood	NOUN
epaa-174	118	40	that	that	SCONJ
epaa-174	118	41	the	the	DET
epaa-174	118	42	effect	effect	NOUN
epaa-174	118	43	of	of	ADP
epaa-174	118	44	each	each	DET
epaa-174	118	45	predictor	predictor	NOUN
epaa-174	118	46	may	may	AUX
epaa-174	118	47	be	be	AUX
epaa-174	118	48	masked	mask	VERB
epaa-174	118	49	(	(	PUNCT
epaa-174	118	50	either	either	CCONJ
epaa-174	118	51	enhanced	enhance	VERB
epaa-174	118	52	or	or	CCONJ
epaa-174	118	53	attenuated	attenuate	VERB
epaa-174	118	54	)	)	PUNCT
epaa-174	118	55	by	by	ADP
epaa-174	118	56	intercorrelations	intercorrelation	NOUN
epaa-174	118	57	with	with	ADP
epaa-174	118	58	other	other	ADJ
epaa-174	118	59	predictors	predictor	NOUN
epaa-174	118	60	.	.	PUNCT
epaa-174	119	1	by	by	ADP
epaa-174	119	2	examining	examine	VERB
epaa-174	119	3	the	the	DET
epaa-174	119	4	individual	individual	ADJ
epaa-174	119	5	effects	effect	NOUN
epaa-174	119	6	of	of	ADP
epaa-174	119	7	each	each	DET
epaa-174	119	8	predictor	predictor	NOUN
epaa-174	119	9	within	within	ADP
epaa-174	119	10	the	the	DET
epaa-174	119	11	overall	overall	ADJ
epaa-174	119	12	analysis	analysis	NOUN
epaa-174	119	13	we	we	PRON
epaa-174	119	14	can	can	AUX
epaa-174	119	15	look	look	VERB
epaa-174	119	16	for	for	ADP
epaa-174	119	17	inconsistencies	inconsistency	NOUN
epaa-174	119	18	that	that	PRON
epaa-174	119	19	might	might	AUX
epaa-174	119	20	confound	confound	VERB
epaa-174	119	21	interpretations	interpretation	NOUN
epaa-174	119	22	based	base	VERB
epaa-174	119	23	on	on	ADP
epaa-174	119	24	the	the	DET
epaa-174	119	25	full	full	ADJ
epaa-174	119	26	model	model	NOUN
epaa-174	119	27	.	.	PUNCT
epaa-174	120	1	ifa5	ifa5	PROPN
epaa-174	120	2	has	have	VERB
epaa-174	120	3	a	a	DET
epaa-174	120	4	significant	significant	ADJ
epaa-174	120	5	individual	individual	ADJ
epaa-174	120	6	effect	effect	NOUN
epaa-174	120	7	on	on	ADP
epaa-174	120	8	graduation	graduation	NOUN
epaa-174	120	9	rates	rate	NOUN
epaa-174	120	10	(	(	PUNCT
epaa-174	120	11	f	f	NOUN
epaa-174	120	12	=	=	SYM
epaa-174	120	13	3.288	3.288	NUM
epaa-174	120	14	,	,	PUNCT
epaa-174	120	15	p	p	X
epaa-174	120	16	=	=	NOUN
epaa-174	120	17	.011	.011	NUM
epaa-174	120	18	)	)	PUNCT
epaa-174	120	19	,	,	PUNCT
epaa-174	120	20	although	although	SCONJ
epaa-174	120	21	the	the	DET
epaa-174	120	22	proportion	proportion	NOUN
epaa-174	120	23	of	of	ADP
epaa-174	120	24	variance	variance	NOUN
epaa-174	120	25	explained	explain	VERB
epaa-174	120	26	is	be	AUX
epaa-174	120	27	modest	modest	ADJ
epaa-174	120	28	(	(	PUNCT
epaa-174	120	29	r	r	NOUN
epaa-174	120	30	2	2	NUM
epaa-174	120	31	=	=	NOUN
epaa-174	120	32	.029	.029	NUM
epaa-174	120	33	)	)	PUNCT
epaa-174	120	34	.	.	PUNCT
epaa-174	121	1	mean	mean	VERB
epaa-174	121	2	graduation	graduation	NOUN
epaa-174	121	3	rates	rate	NOUN
epaa-174	121	4	are	be	AUX
epaa-174	121	5	43.103	43.103	NUM
epaa-174	121	6	%	%	NOUN
epaa-174	121	7	for	for	ADP
epaa-174	121	8	level	level	NOUN
epaa-174	121	9	1	1	NUM
epaa-174	121	10	,	,	PUNCT
epaa-174	121	11	37.740	37.740	NUM
epaa-174	121	12	%	%	NOUN
epaa-174	121	13	for	for	ADP
epaa-174	121	14	level	level	NOUN
epaa-174	121	15	2	2	NUM
epaa-174	121	16	,	,	PUNCT
epaa-174	121	17	39.900	39.900	NUM
epaa-174	121	18	%	%	NOUN
epaa-174	121	19	for	for	ADP
epaa-174	121	20	level	level	NOUN
epaa-174	121	21	3	3	NUM
epaa-174	121	22	,	,	PUNCT
epaa-174	121	23	44.097	44.097	NUM
epaa-174	121	24	%	%	NOUN
epaa-174	121	25	for	for	ADP
epaa-174	121	26	level	level	NOUN
epaa-174	121	27	4	4	NUM
epaa-174	121	28	,	,	PUNCT
epaa-174	121	29	and	and	CCONJ
epaa-174	121	30	44.769	44.769	NUM
epaa-174	121	31	%	%	NOUN
epaa-174	121	32	for	for	ADP
epaa-174	121	33	level	level	NOUN
epaa-174	121	34	5	5	NUM
epaa-174	121	35	.	.	PUNCT
epaa-174	122	1	the	the	DET
epaa-174	122	2	independent	independent	ADJ
epaa-174	122	3	effect	effect	NOUN
epaa-174	122	4	of	of	ADP
epaa-174	122	5	region	region	NOUN
epaa-174	122	6	is	be	AUX
epaa-174	122	7	significant	significant	ADJ
epaa-174	122	8	(	(	PUNCT
epaa-174	122	9	f	f	NOUN
epaa-174	122	10	=	=	SYM
epaa-174	122	11	6.247	6.247	NUM
epaa-174	122	12	,	,	PUNCT
epaa-174	122	13	p	p	X
epaa-174	122	14	<	<	X
epaa-174	122	15	.001	.001	NUM
epaa-174	122	16	,	,	PUNCT
epaa-174	122	17	r	r	NOUN
epaa-174	122	18	2	2	NUM
epaa-174	122	19	=	=	SYM
epaa-174	122	20	.091	.091	NUM
epaa-174	122	21	)	)	PUNCT
epaa-174	122	22	.	.	PUNCT
epaa-174	123	1	mean	mean	VERB
epaa-174	123	2	graduation	graduation	NOUN
epaa-174	123	3	rates	rate	NOUN
epaa-174	123	4	were	be	AUX
epaa-174	123	5	44.369	44.369	NUM
epaa-174	123	6	%	%	NOUN
epaa-174	123	7	for	for	ADP
epaa-174	123	8	new	new	PROPN
epaa-174	123	9	england	england	PROPN
epaa-174	123	10	,	,	PUNCT
epaa-174	123	11	48.626	48.626	NUM
epaa-174	123	12	%	%	NOUN
epaa-174	123	13	in	in	ADP
epaa-174	123	14	the	the	DET
epaa-174	123	15	mid	mid	PROPN
epaa-174	123	16	-	-	PROPN
epaa-174	123	17	east	east	ADJ
epaa-174	123	18	,	,	PUNCT
epaa-174	123	19	42.887	42.887	NUM
epaa-174	123	20	%	%	NOUN
epaa-174	123	21	in	in	ADP
epaa-174	123	22	the	the	DET
epaa-174	123	23	great	great	ADJ
epaa-174	123	24	lakes	lake	NOUN
epaa-174	123	25	,	,	PUNCT
epaa-174	123	26	40.074	40.074	NUM
epaa-174	123	27	%	%	NOUN
epaa-174	123	28	for	for	ADP
epaa-174	123	29	the	the	DET
epaa-174	123	30	plains	plain	NOUN
epaa-174	123	31	,	,	PUNCT
epaa-174	123	32	40.056	40.056	NUM
epaa-174	123	33	%	%	NOUN
epaa-174	123	34	in	in	ADP
epaa-174	123	35	the	the	DET
epaa-174	123	36	southeast	southeast	NOUN
epaa-174	123	37	,	,	PUNCT
epaa-174	123	38	36.618	36.618	NUM
epaa-174	123	39	%	%	NOUN
epaa-174	123	40	for	for	ADP
epaa-174	123	41	the	the	DET
epaa-174	123	42	rockies	rockie	NOUN
epaa-174	123	43	,	,	PUNCT
epaa-174	123	44	32.134	32.134	NUM
epaa-174	123	45	%	%	NOUN
epaa-174	123	46	for	for	ADP
epaa-174	123	47	the	the	DET
epaa-174	123	48	southwest	southwest	NOUN
epaa-174	123	49	,	,	PUNCT
epaa-174	123	50	and	and	CCONJ
epaa-174	123	51	47.712	47.712	NUM
epaa-174	123	52	%	%	NOUN
epaa-174	123	53	on	on	ADP
epaa-174	123	54	the	the	DET
epaa-174	123	55	west	west	PROPN
epaa-174	123	56	coast	coast	PROPN
epaa-174	123	57	.	.	PUNCT
epaa-174	124	1	urbanization	urbanization	NOUN
epaa-174	124	2	(	(	PUNCT
epaa-174	124	3	urban	urban	ADJ
epaa-174	124	4	)	)	PUNCT
epaa-174	124	5	alone	alone	ADV
epaa-174	124	6	does	do	AUX
epaa-174	124	7	not	not	PART
epaa-174	124	8	have	have	VERB
epaa-174	124	9	any	any	DET
epaa-174	124	10	independent	independent	ADJ
epaa-174	124	11	relationship	relationship	NOUN
epaa-174	124	12	with	with	ADP
epaa-174	124	13	graduation	graduation	NOUN
epaa-174	124	14	rates	rate	NOUN
epaa-174	124	15	(	(	PUNCT
epaa-174	124	16	f	f	X
epaa-174	124	17	=	=	SYM
epaa-174	124	18	0.035	0.035	NUM
epaa-174	124	19	,	,	PUNCT
epaa-174	124	20	p	p	X
epaa-174	124	21	=	=	NOUN
epaa-174	124	22	.808	.808	NUM
epaa-174	124	23	,	,	PUNCT
epaa-174	124	24	r	r	NOUN
epaa-174	124	25	2	2	NUM
epaa-174	124	26	<	<	X
epaa-174	124	27	.001	.001	NUM
epaa-174	124	28	)	)	PUNCT
epaa-174	124	29	.	.	PUNCT
epaa-174	125	1	separately	separately	ADV
epaa-174	125	2	,	,	PUNCT
epaa-174	125	3	medical	medical	ADJ
epaa-174	125	4	is	be	AUX
epaa-174	125	5	a	a	DET
epaa-174	125	6	significant	significant	ADJ
epaa-174	125	7	independent	independent	ADJ
epaa-174	125	8	predictor	predictor	NOUN
epaa-174	125	9	of	of	ADP
epaa-174	125	10	graduation	graduation	NOUN
epaa-174	125	11	rates	rate	NOUN
epaa-174	125	12	(	(	PUNCT
epaa-174	125	13	f	f	PROPN
epaa-174	125	14	=	=	SYM
epaa-174	125	15	52.459	52.459	NUM
epaa-174	125	16	,	,	PUNCT
epaa-174	125	17	p	p	X
epaa-174	125	18	<	<	X
epaa-174	125	19	.001	.001	NUM
epaa-174	125	20	,	,	PUNCT
epaa-174	125	21	(	(	PUNCT
epaa-174	125	22	eta	eta	NOUN
epaa-174	125	23	)	)	PUNCT
epaa-174	125	24	2	2	NUM
epaa-174	125	25	=	=	SYM
epaa-174	125	26	.106	.106	NUM
epaa-174	125	27	)	)	PUNCT
epaa-174	125	28	,	,	PUNCT
epaa-174	125	29	although	although	SCONJ
epaa-174	125	30	not	not	PART
epaa-174	125	31	a	a	DET
epaa-174	125	32	particularly	particularly	ADV
epaa-174	125	33	good	good	ADJ
epaa-174	125	34	predictor	predictor	NOUN
epaa-174	125	35	(	(	PUNCT
epaa-174	125	36	r	r	NOUN
epaa-174	125	37	2	2	NUM
epaa-174	125	38	=	=	NUM
epaa-174	125	39	.106	.106	NUM
epaa-174	125	40	)	)	PUNCT
epaa-174	125	41	.	.	PUNCT
epaa-174	126	1	institutions	institution	NOUN
epaa-174	126	2	without	without	ADP
epaa-174	126	3	a	a	DET
epaa-174	126	4	medical	medical	ADJ
epaa-174	126	5	,	,	PUNCT
epaa-174	126	6	dental	dental	ADJ
epaa-174	126	7	,	,	PUNCT
epaa-174	126	8	veterinary	veterinary	ADJ
epaa-174	126	9	,	,	PUNCT
epaa-174	126	10	or	or	CCONJ
epaa-174	126	11	similar	similar	ADJ
epaa-174	126	12	component	component	NOUN
epaa-174	126	13	had	have	VERB
epaa-174	126	14	a	a	DET
epaa-174	126	15	markedly	markedly	ADV
epaa-174	126	16	lower	low	ADJ
epaa-174	126	17	mean	mean	NOUN
epaa-174	126	18	graduation	graduation	NOUN
epaa-174	126	19	rate	rate	NOUN
epaa-174	126	20	(	(	PUNCT
epaa-174	126	21	39.878	39.878	NUM
epaa-174	126	22	%	%	NOUN
epaa-174	126	23	)	)	PUNCT
epaa-174	126	24	,	,	PUNCT
epaa-174	126	25	compared	compare	VERB
epaa-174	126	26	to	to	ADP
epaa-174	126	27	institutions	institution	NOUN
epaa-174	126	28	with	with	ADP
epaa-174	126	29	such	such	DET
epaa-174	126	30	a	a	DET
epaa-174	126	31	component	component	NOUN
epaa-174	126	32	(	(	PUNCT
epaa-174	126	33	54.736	54.736	NUM
epaa-174	126	34	%	%	NOUN
epaa-174	126	35	)	)	PUNCT
epaa-174	126	36	.	.	PUNCT
epaa-174	127	1	by	by	ADP
epaa-174	127	2	itself	itself	PRON
epaa-174	127	3	,	,	PUNCT
epaa-174	127	4	the	the	DET
epaa-174	127	5	fact	fact	NOUN
epaa-174	127	6	that	that	SCONJ
epaa-174	127	7	an	an	DET
epaa-174	127	8	institution	institution	NOUN
epaa-174	127	9	is	be	AUX
epaa-174	127	10	an	an	DET
epaa-174	127	11	hbcu	hbcu	NOUN
epaa-174	127	12	has	have	VERB
epaa-174	127	13	a	a	DET
epaa-174	127	14	statistically	statistically	ADV
epaa-174	127	15	significant	significant	ADJ
epaa-174	127	16	effect	effect	NOUN
epaa-174	127	17	on	on	ADP
epaa-174	127	18	10	10	NUM
epaa-174	127	19	of	of	ADP
epaa-174	127	20	23	23	NUM
epaa-174	127	21	graduation	graduation	NOUN
epaa-174	127	22	rates	rate	NOUN
epaa-174	127	23	(	(	PUNCT
epaa-174	127	24	f	f	NOUN
epaa-174	127	25	=	=	SYM
epaa-174	127	26	18.231	18.231	NUM
epaa-174	127	27	,	,	PUNCT
epaa-174	127	28	p	p	X
epaa-174	127	29	<	<	X
epaa-174	127	30	.001	.001	NUM
epaa-174	127	31	)	)	PUNCT
epaa-174	127	32	,	,	PUNCT
epaa-174	127	33	although	although	SCONJ
epaa-174	127	34	the	the	DET
epaa-174	127	35	effect	effect	NOUN
epaa-174	127	36	size	size	NOUN
epaa-174	127	37	is	be	AUX
epaa-174	127	38	relatively	relatively	ADV
epaa-174	127	39	modest	modest	ADJ
epaa-174	127	40	(	(	PUNCT
epaa-174	127	41	r	r	NOUN
epaa-174	127	42	2	2	NUM
epaa-174	127	43	=	=	NUM
epaa-174	127	44	.040	.040	NUM
epaa-174	127	45	)	)	PUNCT
epaa-174	127	46	.	.	PUNCT
epaa-174	128	1	the	the	DET
epaa-174	128	2	mean	mean	ADJ
epaa-174	128	3	graduation	graduation	NOUN
epaa-174	128	4	rate	rate	NOUN
epaa-174	128	5	for	for	ADP
epaa-174	128	6	students	student	NOUN
epaa-174	128	7	at	at	ADP
epaa-174	128	8	a	a	DET
epaa-174	128	9	non	non	ADJ
epaa-174	128	10	-	-	NOUN
epaa-174	128	11	hbcu	hbcu	ADJ
epaa-174	128	12	(	(	PUNCT
epaa-174	128	13	42.848	42.848	NUM
epaa-174	128	14	%	%	NOUN
epaa-174	128	15	)	)	PUNCT
epaa-174	128	16	is	be	AUX
epaa-174	128	17	over	over	ADP
epaa-174	128	18	10	10	NUM
epaa-174	128	19	percentage	percentage	NOUN
epaa-174	128	20	points	point	NOUN
epaa-174	128	21	greater	great	ADJ
epaa-174	128	22	than	than	ADP
epaa-174	128	23	the	the	DET
epaa-174	128	24	corresponding	corresponding	ADJ
epaa-174	128	25	result	result	NOUN
epaa-174	128	26	for	for	ADP
epaa-174	128	27	students	student	NOUN
epaa-174	128	28	attending	attend	VERB
epaa-174	128	29	hbcus	hbcus	ADJ
epaa-174	128	30	(	(	PUNCT
epaa-174	128	31	31.397	31.397	NUM
epaa-174	128	32	%	%	NOUN
epaa-174	128	33	)	)	PUNCT
epaa-174	128	34	.	.	PUNCT
epaa-174	129	1	this	this	DET
epaa-174	129	2	comparison	comparison	NOUN
epaa-174	129	3	is	be	AUX
epaa-174	129	4	confounded	confound	VERB
epaa-174	129	5	by	by	ADP
epaa-174	129	6	the	the	DET
epaa-174	129	7	fact	fact	NOUN
epaa-174	129	8	that	that	SCONJ
epaa-174	129	9	hbcus	hbcus	PROPN
epaa-174	129	10	are	be	AUX
epaa-174	129	11	not	not	PART
epaa-174	129	12	found	find	VERB
epaa-174	129	13	at	at	ADP
epaa-174	129	14	all	all	DET
epaa-174	129	15	carnegie	carnegie	NOUN
epaa-174	129	16	levels	level	NOUN
epaa-174	129	17	for	for	ADP
epaa-174	129	18	the	the	DET
epaa-174	129	19	institutions	institution	NOUN
epaa-174	129	20	studied	study	VERB
epaa-174	129	21	in	in	ADP
epaa-174	129	22	this	this	DET
epaa-174	129	23	analysis	analysis	NOUN
epaa-174	129	24	,	,	PUNCT
epaa-174	129	25	so	so	SCONJ
epaa-174	129	26	we	we	PRON
epaa-174	129	27	also	also	ADV
epaa-174	129	28	compared	compare	VERB
epaa-174	129	29	only	only	ADV
epaa-174	129	30	those	those	DET
epaa-174	129	31	hbcu	hbcu	ADJ
epaa-174	129	32	and	and	CCONJ
epaa-174	129	33	non	non	ADJ
epaa-174	129	34	-	-	ADJ
epaa-174	129	35	hbcu	hbcu	ADJ
epaa-174	129	36	institutions	institution	NOUN
epaa-174	129	37	that	that	PRON
epaa-174	129	38	share	share	VERB
epaa-174	129	39	the	the	DET
epaa-174	129	40	same	same	ADJ
epaa-174	129	41	carnegie	carnegie	NOUN
epaa-174	129	42	rating	rating	NOUN
epaa-174	129	43	,	,	PUNCT
epaa-174	129	44	to	to	PART
epaa-174	129	45	provide	provide	VERB
epaa-174	129	46	a	a	DET
epaa-174	129	47	fairer	fair	ADJ
epaa-174	129	48	and	and	CCONJ
epaa-174	129	49	more	more	ADV
epaa-174	129	50	nuanced	nuanced	ADJ
epaa-174	129	51	appreciation	appreciation	NOUN
epaa-174	129	52	of	of	ADP
epaa-174	129	53	the	the	DET
epaa-174	129	54	role	role	NOUN
epaa-174	129	55	played	play	VERB
epaa-174	129	56	by	by	ADP
epaa-174	129	57	hbcus	hbcu	VERB
epaa-174	129	58	in	in	ADP
epaa-174	129	59	higher	high	ADJ
epaa-174	129	60	education	education	NOUN
epaa-174	129	61	.	.	PUNCT
epaa-174	130	1	this	this	DET
epaa-174	130	2	refined	refined	ADJ
epaa-174	130	3	analysis	analysis	NOUN
epaa-174	130	4	again	again	ADV
epaa-174	130	5	demonstrates	demonstrate	VERB
epaa-174	130	6	a	a	DET
epaa-174	130	7	significant	significant	ADJ
epaa-174	130	8	difference	difference	NOUN
epaa-174	130	9	in	in	ADP
epaa-174	130	10	mean	mean	ADJ
epaa-174	130	11	graduation	graduation	NOUN
epaa-174	130	12	rates	rate	NOUN
epaa-174	130	13	between	between	ADP
epaa-174	130	14	hbcu	hbcu	NOUN
epaa-174	130	15	and	and	CCONJ
epaa-174	130	16	non	non	ADJ
epaa-174	130	17	-	-	ADJ
epaa-174	130	18	hbcu	hbcu	ADJ
epaa-174	130	19	institutions	institution	NOUN
epaa-174	130	20	at	at	ADP
epaa-174	130	21	comparable	comparable	ADJ
epaa-174	130	22	carnegie	carnegie	NOUN
epaa-174	130	23	levels	level	NOUN
epaa-174	130	24	(	(	PUNCT
epaa-174	130	25	f	f	PROPN
epaa-174	130	26	=	=	SYM
epaa-174	130	27	9.101	9.101	NUM
epaa-174	130	28	,	,	PUNCT
epaa-174	130	29	p	p	X
epaa-174	130	30	=	=	NOUN
epaa-174	130	31	.003	.003	NUM
epaa-174	130	32	)	)	PUNCT
epaa-174	130	33	.	.	PUNCT
epaa-174	131	1	however	however	ADV
epaa-174	131	2	,	,	PUNCT
epaa-174	131	3	the	the	DET
epaa-174	131	4	magnitude	magnitude	NOUN
epaa-174	131	5	of	of	ADP
epaa-174	131	6	this	this	DET
epaa-174	131	7	effect	effect	NOUN
epaa-174	131	8	(	(	PUNCT
epaa-174	131	9	r	r	NOUN
epaa-174	131	10	2	2	NUM
epaa-174	131	11	=	=	SYM
epaa-174	131	12	.027	.027	NUM
epaa-174	131	13	)	)	PUNCT
epaa-174	131	14	is	be	AUX
epaa-174	131	15	less	less	ADJ
epaa-174	131	16	than	than	ADP
epaa-174	131	17	for	for	ADP
epaa-174	131	18	comparing	compare	VERB
epaa-174	131	19	hbcus	hbcu	VERB
epaa-174	131	20	against	against	ADP
epaa-174	131	21	all	all	DET
epaa-174	131	22	non	non	ADJ
epaa-174	131	23	-	-	ADJ
epaa-174	131	24	hbcu	hbcu	ADJ
epaa-174	131	25	institutions	institution	NOUN
epaa-174	131	26	,	,	PUNCT
epaa-174	131	27	and	and	CCONJ
epaa-174	131	28	is	be	AUX
epaa-174	131	29	substantially	substantially	ADV
epaa-174	131	30	less	less	ADJ
epaa-174	131	31	than	than	ADP
epaa-174	131	32	the	the	DET
epaa-174	131	33	effect	effect	NOUN
epaa-174	131	34	size	size	NOUN
epaa-174	131	35	for	for	ADP
epaa-174	131	36	other	other	ADJ
epaa-174	131	37	elements	element	NOUN
epaa-174	131	38	of	of	ADP
epaa-174	131	39	the	the	DET
epaa-174	131	40	model	model	NOUN
epaa-174	131	41	.	.	PUNCT
epaa-174	132	1	there	there	PRON
epaa-174	132	2	is	be	VERB
epaa-174	132	3	about	about	ADV
epaa-174	132	4	a	a	DET
epaa-174	132	5	7	7	NUM
epaa-174	132	6	-	-	PUNCT
epaa-174	132	7	percentage	percentage	NOUN
epaa-174	132	8	-	-	PUNCT
epaa-174	132	9	point	point	NOUN
epaa-174	132	10	advantage	advantage	NOUN
epaa-174	132	11	in	in	ADP
epaa-174	132	12	mean	mean	ADJ
epaa-174	132	13	graduation	graduation	NOUN
epaa-174	132	14	rates	rate	NOUN
epaa-174	132	15	for	for	ADP
epaa-174	132	16	students	student	NOUN
epaa-174	132	17	not	not	PART
epaa-174	132	18	attending	attend	VERB
epaa-174	132	19	an	an	DET
epaa-174	132	20	hbcu	hbcu	NOUN
epaa-174	132	21	(	(	PUNCT
epaa-174	132	22	38.440	38.440	NUM
epaa-174	132	23	%	%	NOUN
epaa-174	132	24	,	,	PUNCT
epaa-174	132	25	compared	compare	VERB
epaa-174	132	26	to	to	ADP
epaa-174	132	27	31.397	31.397	NUM
epaa-174	132	28	%	%	NOUN
epaa-174	132	29	for	for	ADP
epaa-174	132	30	students	student	NOUN
epaa-174	132	31	attending	attend	VERB
epaa-174	132	32	an	an	DET
epaa-174	132	33	hbcu	hbcu	NOUN
epaa-174	132	34	)	)	PUNCT
epaa-174	132	35	.	.	PUNCT
epaa-174	133	1	institutional	institutional	ADJ
epaa-174	133	2	selectivity	selectivity	NOUN
epaa-174	133	3	in	in	ADP
epaa-174	133	4	undergraduate	undergraduate	ADJ
epaa-174	133	5	admissions	admission	NOUN
epaa-174	133	6	(	(	PUNCT
epaa-174	133	7	select	select	ADJ
epaa-174	133	8	)	)	PUNCT
epaa-174	133	9	is	be	AUX
epaa-174	133	10	significantly	significantly	ADV
epaa-174	133	11	related	relate	VERB
epaa-174	133	12	to	to	ADP
epaa-174	133	13	graduation	graduation	NOUN
epaa-174	133	14	rates	rate	NOUN
epaa-174	133	15	(	(	PUNCT
epaa-174	133	16	f	f	PROPN
epaa-174	133	17	=	=	SYM
epaa-174	133	18	43.825	43.825	NUM
epaa-174	133	19	,	,	PUNCT
epaa-174	133	20	p	p	X
epaa-174	133	21	<	<	X
epaa-174	133	22	.001	.001	NUM
epaa-174	133	23	,	,	PUNCT
epaa-174	133	24	r	r	NOUN
epaa-174	133	25	2	2	NUM
epaa-174	133	26	=	=	NOUN
epaa-174	133	27	.090	.090	NUM
epaa-174	133	28	)	)	PUNCT
epaa-174	133	29	.	.	PUNCT
epaa-174	134	1	however	however	ADV
epaa-174	134	2	,	,	PUNCT
epaa-174	134	3	the	the	DET
epaa-174	134	4	less	less	ADJ
epaa-174	134	5	than	than	ADP
epaa-174	134	6	overwhelming	overwhelming	ADJ
epaa-174	134	7	effect	effect	NOUN
epaa-174	134	8	of	of	ADP
epaa-174	134	9	admissions	admission	NOUN
epaa-174	134	10	selectivity	selectivity	NOUN
epaa-174	134	11	on	on	ADP
epaa-174	134	12	graduation	graduation	NOUN
epaa-174	134	13	success	success	NOUN
epaa-174	134	14	is	be	AUX
epaa-174	134	15	shown	show	VERB
epaa-174	134	16	by	by	ADP
epaa-174	134	17	the	the	DET
epaa-174	134	18	finding	finding	NOUN
epaa-174	134	19	that	that	SCONJ
epaa-174	134	20	admitting	admit	VERB
epaa-174	134	21	one	one	NUM
epaa-174	134	22	percentage	percentage	NOUN
epaa-174	134	23	point	point	NOUN
epaa-174	134	24	more	more	ADJ
epaa-174	134	25	of	of	ADP
epaa-174	134	26	those	those	PRON
epaa-174	134	27	who	who	PRON
epaa-174	134	28	apply	apply	VERB
epaa-174	134	29	for	for	ADP
epaa-174	134	30	undergraduate	undergraduate	ADJ
epaa-174	134	31	admission	admission	NOUN
epaa-174	134	32	results	result	NOUN
epaa-174	134	33	,	,	PUNCT
epaa-174	134	34	on	on	ADP
epaa-174	134	35	average	average	ADJ
epaa-174	134	36	,	,	PUNCT
epaa-174	134	37	in	in	ADP
epaa-174	134	38	a	a	DET
epaa-174	134	39	decline	decline	NOUN
epaa-174	134	40	of	of	ADP
epaa-174	134	41	.295	.295	NUM
epaa-174	134	42	percentage	percentage	NOUN
epaa-174	134	43	point	point	NOUN
epaa-174	134	44	in	in	ADP
epaa-174	134	45	graduation	graduation	NOUN
epaa-174	134	46	rates	rate	NOUN
epaa-174	134	47	.	.	PUNCT
epaa-174	135	1	presumably	presumably	ADV
epaa-174	135	2	,	,	PUNCT
epaa-174	135	3	greater	great	ADJ
epaa-174	135	4	selectivity	selectivity	NOUN
epaa-174	135	5	is	be	AUX
epaa-174	135	6	associated	associate	VERB
epaa-174	135	7	with	with	ADP
epaa-174	135	8	institutions	institution	NOUN
epaa-174	135	9	having	have	VERB
epaa-174	135	10	more	more	ADV
epaa-174	135	11	rigorous	rigorous	ADJ
epaa-174	135	12	standards	standard	NOUN
epaa-174	135	13	that	that	PRON
epaa-174	135	14	students	student	NOUN
epaa-174	135	15	find	find	VERB
epaa-174	135	16	difficult	difficult	ADJ
epaa-174	135	17	to	to	PART
epaa-174	135	18	negotiate	negotiate	VERB
epaa-174	135	19	;	;	PUNCT
epaa-174	135	20	similarly	similarly	ADV
epaa-174	135	21	,	,	PUNCT
epaa-174	135	22	the	the	DET
epaa-174	135	23	incremental	incremental	ADJ
epaa-174	135	24	students	student	NOUN
epaa-174	135	25	admitted	admit	VERB
epaa-174	135	26	under	under	ADP
epaa-174	135	27	less	less	ADV
epaa-174	135	28	restrictive	restrictive	ADJ
epaa-174	135	29	criteria	criterion	NOUN
epaa-174	135	30	are	be	AUX
epaa-174	135	31	likely	likely	ADJ
epaa-174	135	32	to	to	PART
epaa-174	135	33	be	be	AUX
epaa-174	135	34	more	more	ADV
epaa-174	135	35	marginal	marginal	ADJ
epaa-174	135	36	academically	academically	ADV
epaa-174	135	37	and	and	CCONJ
epaa-174	135	38	thus	thus	ADV
epaa-174	135	39	less	less	ADV
epaa-174	135	40	likely	likely	ADJ
epaa-174	135	41	to	to	PART
epaa-174	135	42	graduate	graduate	VERB
epaa-174	135	43	.	.	PUNCT
epaa-174	136	1	by	by	ADP
epaa-174	136	2	itself	itself	PRON
epaa-174	136	3	,	,	PUNCT
epaa-174	136	4	carnegie	carnegie	NOUN
epaa-174	136	5	classification	classification	NOUN
epaa-174	136	6	level	level	NOUN
epaa-174	136	7	(	(	PUNCT
epaa-174	136	8	carnegie	carnegie	NOUN
epaa-174	136	9	)	)	PUNCT
epaa-174	136	10	has	have	VERB
epaa-174	136	11	a	a	DET
epaa-174	136	12	very	very	ADV
epaa-174	136	13	pronounced	pronounce	VERB
epaa-174	136	14	(	(	PUNCT
epaa-174	136	15	f	f	NOUN
epaa-174	136	16	=	=	SYM
epaa-174	136	17	24.905	24.905	PROPN
epaa-174	136	18	,	,	PUNCT
epaa-174	136	19	p	p	X
epaa-174	136	20	<	<	X
epaa-174	136	21	.001	.001	NUM
epaa-174	136	22	,	,	PUNCT
epaa-174	136	23	r	r	NOUN
epaa-174	136	24	2	2	NUM
epaa-174	136	25	=	=	SYM
epaa-174	136	26	.286	.286	NUM
epaa-174	136	27	)	)	PUNCT
epaa-174	136	28	effect	effect	NOUN
epaa-174	136	29	on	on	ADP
epaa-174	136	30	graduation	graduation	NOUN
epaa-174	136	31	rates	rate	NOUN
epaa-174	136	32	.	.	PUNCT
epaa-174	137	1	not	not	PART
epaa-174	137	2	considering	consider	VERB
epaa-174	137	3	the	the	DET
epaa-174	137	4	effects	effect	NOUN
epaa-174	137	5	of	of	ADP
epaa-174	137	6	any	any	DET
epaa-174	137	7	other	other	ADJ
epaa-174	137	8	variables	variable	NOUN
epaa-174	137	9	employed	employ	VERB
epaa-174	137	10	in	in	ADP
epaa-174	137	11	the	the	DET
epaa-174	137	12	full	full	ADJ
epaa-174	137	13	regression	regression	NOUN
epaa-174	137	14	model	model	NOUN
epaa-174	137	15	,	,	PUNCT
epaa-174	137	16	the	the	DET
epaa-174	137	17	institutions	institution	NOUN
epaa-174	137	18	at	at	ADP
epaa-174	137	19	each	each	DET
epaa-174	137	20	carnegie	carnegie	NOUN
epaa-174	137	21	classification	classification	NOUN
epaa-174	137	22	have	have	VERB
epaa-174	137	23	the	the	DET
epaa-174	137	24	mean	mean	ADJ
epaa-174	137	25	graduation	graduation	NOUN
epaa-174	137	26	rates	rate	NOUN
epaa-174	137	27	shown	show	VERB
epaa-174	137	28	in	in	ADP
epaa-174	137	29	table	table	NOUN
epaa-174	137	30	4	4	NUM
epaa-174	137	31	.	.	PUNCT
epaa-174	137	32	comparing	compare	VERB
epaa-174	137	33	unadjusted	unadjuste	VERB
epaa-174	137	34	(	(	PUNCT
epaa-174	137	35	table	table	NOUN
epaa-174	137	36	4	4	NUM
epaa-174	137	37	)	)	PUNCT
epaa-174	137	38	and	and	CCONJ
epaa-174	137	39	adjusted	adjust	VERB
epaa-174	137	40	means	mean	NOUN
epaa-174	137	41	(	(	PUNCT
epaa-174	137	42	table	table	NOUN
epaa-174	137	43	2	2	NUM
epaa-174	137	44	)	)	PUNCT
epaa-174	137	45	shows	show	VERB
epaa-174	137	46	the	the	DET
epaa-174	137	47	sensitivity	sensitivity	NOUN
epaa-174	137	48	of	of	ADP
epaa-174	137	49	our	our	PRON
epaa-174	137	50	estimates	estimate	NOUN
epaa-174	137	51	to	to	ADP
epaa-174	137	52	the	the	DET
epaa-174	137	53	specification	specification	NOUN
epaa-174	137	54	of	of	ADP
epaa-174	137	55	the	the	DET
epaa-174	137	56	model	model	NOUN
epaa-174	137	57	and	and	CCONJ
epaa-174	137	58	to	to	ADP
epaa-174	137	59	the	the	DET
epaa-174	137	60	effects	effect	NOUN
epaa-174	137	61	of	of	ADP
epaa-174	137	62	the	the	DET
epaa-174	137	63	other	other	ADJ
epaa-174	137	64	predictor	predictor	NOUN
epaa-174	137	65	variables	variable	NOUN
epaa-174	137	66	.	.	PUNCT
epaa-174	138	1	the	the	DET
epaa-174	138	2	effect	effect	NOUN
epaa-174	138	3	of	of	ADP
epaa-174	138	4	the	the	DET
epaa-174	138	5	other	other	ADJ
epaa-174	138	6	predictors	predictor	NOUN
epaa-174	138	7	in	in	ADP
epaa-174	138	8	the	the	DET
epaa-174	138	9	model	model	NOUN
epaa-174	138	10	is	be	AUX
epaa-174	138	11	evident	evident	ADJ
epaa-174	138	12	for	for	ADP
epaa-174	138	13	the	the	DET
epaa-174	138	14	institutions	institution	NOUN
epaa-174	138	15	at	at	ADP
epaa-174	138	16	higher	high	ADJ
epaa-174	138	17	carnegie	carnegie	NOUN
epaa-174	138	18	classification	classification	NOUN
epaa-174	138	19	levels	level	NOUN
epaa-174	138	20	.	.	PUNCT
epaa-174	139	1	for	for	ADP
epaa-174	139	2	example	example	NOUN
epaa-174	139	3	,	,	PUNCT
epaa-174	139	4	the	the	DET
epaa-174	139	5	unadjusted	unadjusted	ADJ
epaa-174	139	6	mean	mean	NOUN
epaa-174	139	7	graduation	graduation	NOUN
epaa-174	139	8	rate	rate	NOUN
epaa-174	139	9	for	for	ADP
epaa-174	139	10	research	research	NOUN
epaa-174	139	11	i	i	PRON
epaa-174	139	12	institutions	institution	NOUN
epaa-174	139	13	(	(	PUNCT
epaa-174	139	14	60.247	60.247	NUM
epaa-174	139	15	%	%	NOUN
epaa-174	139	16	)	)	PUNCT
epaa-174	139	17	is	be	AUX
epaa-174	139	18	much	much	ADV
epaa-174	139	19	lower	low	ADJ
epaa-174	139	20	(	(	PUNCT
epaa-174	139	21	49.227	49.227	NUM
epaa-174	139	22	%	%	NOUN
epaa-174	139	23	)	)	PUNCT
epaa-174	139	24	after	after	ADP
epaa-174	139	25	adjusting	adjust	VERB
epaa-174	139	26	for	for	ADP
epaa-174	139	27	the	the	DET
epaa-174	139	28	other	other	ADJ
epaa-174	139	29	circumstances	circumstance	NOUN
epaa-174	139	30	measured	measure	VERB
epaa-174	139	31	in	in	ADP
epaa-174	139	32	our	our	PRON
epaa-174	139	33	model	model	NOUN
epaa-174	139	34	,	,	PUNCT
epaa-174	139	35	and	and	CCONJ
epaa-174	139	36	so	so	ADV
epaa-174	139	37	is	be	AUX
epaa-174	139	38	the	the	DET
epaa-174	139	39	unadjusted	unadjusted	ADJ
epaa-174	139	40	marginal	marginal	ADJ
epaa-174	139	41	mean	mean	NOUN
epaa-174	139	42	graduation	graduation	NOUN
epaa-174	139	43	rate	rate	NOUN
epaa-174	139	44	(	(	PUNCT
epaa-174	139	45	52.567	52.567	NUM
epaa-174	139	46	%	%	NOUN
epaa-174	139	47	)	)	PUNCT
epaa-174	139	48	much	much	ADV
epaa-174	139	49	higher	high	ADJ
epaa-174	139	50	than	than	ADP
epaa-174	139	51	the	the	DET
epaa-174	139	52	adjusted	adjust	VERB
epaa-174	139	53	(	(	PUNCT
epaa-174	139	54	32.759	32.759	NUM
epaa-174	139	55	%	%	NOUN
epaa-174	139	56	)	)	PUNCT
epaa-174	139	57	mean	mean	NOUN
epaa-174	139	58	for	for	ADP
epaa-174	139	59	bachelor	bachelor	NOUN
epaa-174	139	60	’s	’s	PROPN
epaa-174	139	61	i	i	PROPN
epaa-174	139	62	institutions	institution	NOUN
epaa-174	139	63	.	.	PUNCT
epaa-174	140	1	similarly	similarly	ADV
epaa-174	140	2	,	,	PUNCT
epaa-174	140	3	the	the	DET
epaa-174	140	4	unadjusted	unadjusted	ADJ
epaa-174	140	5	rate	rate	NOUN
epaa-174	140	6	of	of	ADP
epaa-174	140	7	52.465	52.465	NUM
epaa-174	140	8	%	%	NOUN
epaa-174	140	9	for	for	ADP
epaa-174	140	10	research	research	NOUN
epaa-174	140	11	ii	ii	PROPN
epaa-174	140	12	institutions	institution	NOUN
epaa-174	140	13	is	be	AUX
epaa-174	140	14	lowered	lower	VERB
epaa-174	140	15	to	to	ADP
epaa-174	140	16	42.005	42.005	NUM
epaa-174	140	17	%	%	NOUN
epaa-174	140	18	by	by	ADP
epaa-174	140	19	controlling	control	VERB
epaa-174	140	20	for	for	ADP
epaa-174	140	21	the	the	DET
epaa-174	140	22	other	other	ADJ
epaa-174	140	23	predictors	predictor	NOUN
epaa-174	140	24	.	.	PUNCT
epaa-174	141	1	less	less	ADV
epaa-174	141	2	dramatic	dramatic	ADJ
epaa-174	141	3	reductions	reduction	NOUN
epaa-174	141	4	occur	occur	VERB
epaa-174	141	5	in	in	ADP
epaa-174	141	6	adjusted	adjust	VERB
epaa-174	141	7	,	,	PUNCT
epaa-174	141	8	compared	compare	VERB
epaa-174	141	9	to	to	ADP
epaa-174	141	10	unadjusted	unadjuste	VERB
epaa-174	141	11	,	,	PUNCT
epaa-174	141	12	graduation	graduation	NOUN
epaa-174	141	13	rates	rate	NOUN
epaa-174	141	14	for	for	ADP
epaa-174	141	15	doctoral	doctoral	ADJ
epaa-174	141	16	i	i	PRON
epaa-174	141	17	(	(	PUNCT
epaa-174	141	18	from	from	ADP
epaa-174	141	19	47.115	47.115	NUM
epaa-174	141	20	%	%	NOUN
epaa-174	141	21	to	to	ADP
epaa-174	141	22	41.948	41.948	NUM
epaa-174	141	23	%	%	NOUN
epaa-174	141	24	)	)	PUNCT
epaa-174	141	25	,	,	PUNCT
epaa-174	141	26	doctoral	doctoral	ADJ
epaa-174	141	27	ii	ii	PROPN
epaa-174	141	28	(	(	PUNCT
epaa-174	141	29	from	from	ADP
epaa-174	141	30	38.997	38.997	NUM
epaa-174	141	31	%	%	NOUN
epaa-174	141	32	to	to	ADP
epaa-174	141	33	35.683	35.683	NUM
epaa-174	141	34	%	%	NOUN
epaa-174	141	35	)	)	PUNCT
epaa-174	141	36	,	,	PUNCT
epaa-174	142	1	master	master	NOUN
epaa-174	142	2	’s	’s	NOUN
epaa-174	143	1	i	i	PRON
epaa-174	143	2	(	(	PUNCT
epaa-174	143	3	from	from	ADP
epaa-174	143	4	38.348	38.348	NUM
epaa-174	143	5	%	%	NOUN
epaa-174	143	6	to	to	ADP
epaa-174	143	7	36.751	36.751	NUM
epaa-174	143	8	%	%	NOUN
epaa-174	143	9	)	)	PUNCT
epaa-174	143	10	,	,	PUNCT
epaa-174	143	11	master	master	NOUN
epaa-174	143	12	’s	’s	PART
epaa-174	143	13	ii	ii	PROPN
epaa-174	143	14	(	(	PUNCT
epaa-174	143	15	from	from	ADP
epaa-174	143	16	39.241	39.241	NUM
epaa-174	143	17	%	%	NOUN
epaa-174	143	18	to	to	ADP
epaa-174	143	19	36.039	36.039	NUM
epaa-174	143	20	%	%	NOUN
epaa-174	143	21	)	)	PUNCT
epaa-174	143	22	,	,	PUNCT
epaa-174	143	23	and	and	CCONJ
epaa-174	143	24	bachelor	bachelor	PROPN
epaa-174	143	25	’s	’s	PART
epaa-174	143	26	ii	ii	PROPN
epaa-174	143	27	(	(	PUNCT
epaa-174	143	28	from	from	ADP
epaa-174	143	29	32.384	32.384	NUM
epaa-174	143	30	%	%	NOUN
epaa-174	143	31	to	to	ADP
epaa-174	143	32	26.812	26.812	NUM
epaa-174	143	33	%	%	NOUN
epaa-174	143	34	)	)	PUNCT
epaa-174	143	35	institutions	institution	NOUN
epaa-174	143	36	.	.	PUNCT
epaa-174	144	1	the	the	DET
epaa-174	144	2	differentially	differentially	ADV
epaa-174	144	3	higher	high	ADJ
epaa-174	144	4	actual	actual	ADJ
epaa-174	144	5	(	(	PUNCT
epaa-174	144	6	unadjusted	unadjuste	VERB
epaa-174	144	7	)	)	PUNCT
epaa-174	144	8	compared	compare	VERB
epaa-174	144	9	to	to	ADP
epaa-174	144	10	adjusted	adjust	VERB
epaa-174	144	11	graduation	graduation	NOUN
epaa-174	144	12	rates	rate	NOUN
epaa-174	144	13	are	be	AUX
epaa-174	144	14	most	most	ADV
epaa-174	144	15	evident	evident	ADJ
epaa-174	144	16	for	for	ADP
epaa-174	144	17	relatively	relatively	ADV
epaa-174	144	18	more	more	ADJ
epaa-174	144	19	prestigious	prestigious	ADJ
epaa-174	144	20	institutions	institution	NOUN
epaa-174	144	21	(	(	PUNCT
epaa-174	144	22	that	that	PRON
epaa-174	144	23	is	be	AUX
epaa-174	144	24	,	,	PUNCT
epaa-174	144	25	carnegie	carnegie	NOUN
epaa-174	144	26	research	research	NOUN
epaa-174	144	27	i	i	PROPN
epaa-174	144	28	and	and	CCONJ
epaa-174	144	29	research	research	NOUN
epaa-174	144	30	ii	ii	PROPN
epaa-174	144	31	classifications	classification	NOUN
epaa-174	144	32	)	)	PUNCT
epaa-174	144	33	,	,	PUNCT
epaa-174	144	34	moderated	moderate	VERB
epaa-174	144	35	greatly	greatly	ADV
epaa-174	144	36	for	for	ADP
epaa-174	144	37	doctoral	doctoral	ADJ
epaa-174	144	38	i	i	PROPN
epaa-174	144	39	,	,	PUNCT
epaa-174	144	40	doctoral	doctoral	PROPN
epaa-174	144	41	ii	ii	NOUN
epaa-174	144	42	,	,	PUNCT
epaa-174	144	43	and	and	CCONJ
epaa-174	144	44	master	master	NOUN
epaa-174	144	45	’s	’s	NOUN
epaa-174	144	46	i	i	PROPN
epaa-174	144	47	classifications	classification	NOUN
epaa-174	144	48	,	,	PUNCT
epaa-174	144	49	dramatically	dramatically	ADV
epaa-174	144	50	higher	high	ADJ
epaa-174	144	51	for	for	ADP
epaa-174	144	52	bachelor	bachelor	NOUN
epaa-174	144	53	’s	’s	PROPN
epaa-174	144	54	i	i	PROPN
epaa-174	144	55	institutions	institution	NOUN
epaa-174	144	56	,	,	PUNCT
epaa-174	144	57	and	and	CCONJ
epaa-174	144	58	again	again	ADV
epaa-174	144	59	moderated	moderate	VERB
epaa-174	144	60	for	for	ADP
epaa-174	144	61	bachelor	bachelor	PROPN
epaa-174	144	62	’s	’s	PART
epaa-174	144	63	ii	ii	PROPN
epaa-174	144	64	institutions	institution	NOUN
epaa-174	144	65	.	.	PUNCT
epaa-174	145	1	table	table	NOUN
epaa-174	145	2	4	4	NUM
epaa-174	145	3	11	11	NUM
epaa-174	145	4	of	of	ADP
epaa-174	145	5	23	23	NUM
epaa-174	145	6	mean	mean	ADJ
epaa-174	145	7	graduation	graduation	NOUN
epaa-174	145	8	rates	rate	NOUN
epaa-174	145	9	by	by	ADP
epaa-174	145	10	carnegie	carnegie	NOUN
epaa-174	145	11	classification	classification	NOUN
epaa-174	145	12	(	(	PUNCT
epaa-174	145	13	carnegie	carnegie	NOUN
epaa-174	145	14	)	)	PUNCT
epaa-174	145	15	,	,	PUNCT
epaa-174	145	16	unadjusted	unadjuste	VERB
epaa-174	145	17	for	for	ADP
epaa-174	145	18	other	other	ADJ
epaa-174	145	19	predictors	predictor	NOUN
epaa-174	145	20	carnegie	carnegie	NOUN
epaa-174	145	21	classification	classification	NOUN
epaa-174	145	22	mean	mean	VERB
epaa-174	145	23	standard	standard	ADJ
epaa-174	145	24	deviation	deviation	NOUN
epaa-174	145	25	number	number	NOUN
epaa-174	145	26	of	of	ADP
epaa-174	145	27	institutions	institution	NOUN
epaa-174	145	28	research	research	VERB
epaa-174	145	29	i	i	PRON
epaa-174	145	30	60.247	60.247	NUM
epaa-174	145	31	14.249	14.249	NUM
epaa-174	145	32	55	55	NUM
epaa-174	145	33	research	research	NOUN
epaa-174	145	34	ii	ii	NOUN
epaa-174	146	1	52.465	52.465	NUM
epaa-174	146	2	12.241	12.241	NUM
epaa-174	146	3	26	26	NUM
epaa-174	146	4	doctoral	doctoral	ADJ
epaa-174	146	5	i	i	PRON
epaa-174	146	6	47.115	47.115	NUM
epaa-174	146	7	15.881	15.881	NUM
epaa-174	146	8	27	27	NUM
epaa-174	146	9	doctoral	doctoral	ADJ
epaa-174	146	10	ii	ii	NOUN
epaa-174	146	11	38.997	38.997	NUM
epaa-174	146	12	13.323	13.323	NUM
epaa-174	146	13	35	35	NUM
epaa-174	146	14	master	master	NOUN
epaa-174	146	15	’s	’s	NOUN
epaa-174	146	16	i	i	PRON
epaa-174	146	17	38.348	38.348	NUM
epaa-174	146	18	12.995	12.995	NUM
epaa-174	146	19	220	220	NUM
epaa-174	146	20	master	master	NOUN
epaa-174	146	21	’s	’s	PART
epaa-174	146	22	ii	ii	PROPN
epaa-174	146	23	39.241	39.241	NUM
epaa-174	146	24	14.395	14.395	NUM
epaa-174	146	25	17	17	NUM
epaa-174	146	26	bachelor	bachelor	NOUN
epaa-174	146	27	’s	’s	NOUN
epaa-174	146	28	i	i	PRON
epaa-174	146	29	52.567	52.567	NUM
epaa-174	146	30	12.121	12.121	NUM
epaa-174	146	31	6	6	NUM
epaa-174	146	32	bachelor	bachelor	NOUN
epaa-174	146	33	’s	’s	PART
epaa-174	146	34	ii	ii	NOUN
epaa-174	146	35	32.384	32.384	NUM
epaa-174	146	36	13.168	13.168	NUM
epaa-174	146	37	58	58	NUM
epaa-174	146	38	total	total	ADJ
epaa-174	146	39	41.919	41.919	NUM
epaa-174	146	40	15.721	15.721	NUM
epaa-174	146	41	444	444	NUM
epaa-174	146	42	instexp	instexp	NOUN
epaa-174	146	43	,	,	PUNCT
epaa-174	146	44	instructional	instructional	ADJ
epaa-174	146	45	expenditures	expenditure	NOUN
epaa-174	146	46	,	,	PUNCT
epaa-174	146	47	have	have	VERB
epaa-174	146	48	a	a	DET
epaa-174	146	49	pronounced	pronounced	ADJ
epaa-174	146	50	effect	effect	NOUN
epaa-174	146	51	on	on	ADP
epaa-174	146	52	graduation	graduation	NOUN
epaa-174	146	53	rates	rate	NOUN
epaa-174	146	54	(	(	PUNCT
epaa-174	146	55	f	f	X
epaa-174	146	56	=	=	SYM
epaa-174	146	57	207.616,p	207.616,p	NUM
epaa-174	146	58	<	<	X
epaa-174	146	59	.000	.000	NUM
epaa-174	146	60	)	)	PUNCT
epaa-174	146	61	,	,	PUNCT
epaa-174	146	62	and	and	CCONJ
epaa-174	146	63	substantial	substantial	ADJ
epaa-174	146	64	explanatory	explanatory	ADJ
epaa-174	146	65	power	power	NOUN
epaa-174	146	66	(	(	PUNCT
epaa-174	146	67	r	r	NOUN
epaa-174	146	68	2	2	NUM
epaa-174	146	69	=	=	SYM
epaa-174	146	70	.320	.320	NUM
epaa-174	146	71	,	,	PUNCT
epaa-174	146	72	adjusted	adjust	VERB
epaa-174	146	73	r	r	NOUN
epaa-174	146	74	2	2	NUM
epaa-174	146	75	=	=	SYM
epaa-174	146	76	.318	.318	NUM
epaa-174	146	77	)	)	PUNCT
epaa-174	146	78	.	.	PUNCT
epaa-174	147	1	an	an	DET
epaa-174	147	2	increase	increase	NOUN
epaa-174	147	3	of	of	ADP
epaa-174	147	4	10	10	NUM
epaa-174	147	5	%	%	NOUN
epaa-174	147	6	in	in	ADP
epaa-174	147	7	mean	mean	ADJ
epaa-174	147	8	instructional	instructional	ADJ
epaa-174	147	9	expenditures	expenditure	NOUN
epaa-174	147	10	(	(	PUNCT
epaa-174	147	11	i.e.	i.e.	X
epaa-174	147	12	,	,	PUNCT
epaa-174	147	13	an	an	DET
epaa-174	147	14	additional	additional	ADJ
epaa-174	147	15	$	$	SYM
epaa-174	147	16	428.29	428.29	NUM
epaa-174	147	17	)	)	PUNCT
epaa-174	147	18	per	per	ADP
epaa-174	147	19	student	student	NOUN
epaa-174	147	20	headcount	headcount	NOUN
epaa-174	147	21	,	,	PUNCT
epaa-174	147	22	on	on	ADP
epaa-174	147	23	average	average	ADJ
epaa-174	147	24	,	,	PUNCT
epaa-174	147	25	leads	lead	VERB
epaa-174	147	26	to	to	ADP
epaa-174	147	27	an	an	DET
epaa-174	147	28	increase	increase	NOUN
epaa-174	147	29	of	of	ADP
epaa-174	147	30	1.99	1.99	NUM
epaa-174	147	31	percentage	percentage	NOUN
epaa-174	147	32	points	point	NOUN
epaa-174	147	33	in	in	ADP
epaa-174	147	34	graduation	graduation	NOUN
epaa-174	147	35	rates	rate	NOUN
epaa-174	147	36	,	,	PUNCT
epaa-174	147	37	assuming	assume	VERB
epaa-174	147	38	a	a	DET
epaa-174	147	39	linear	linear	ADJ
epaa-174	147	40	relationship	relationship	NOUN
epaa-174	147	41	.	.	PUNCT
epaa-174	148	1	expenditures	expenditure	NOUN
epaa-174	148	2	on	on	ADP
epaa-174	148	3	physical	physical	ADJ
epaa-174	148	4	plant	plant	NOUN
epaa-174	148	5	per	per	ADP
epaa-174	148	6	student	student	NOUN
epaa-174	148	7	headcount	headcount	NOUN
epaa-174	148	8	(	(	PUNCT
epaa-174	148	9	pplexp	pplexp	PROPN
epaa-174	148	10	)	)	PUNCT
epaa-174	148	11	also	also	ADV
epaa-174	148	12	are	be	AUX
epaa-174	148	13	significantly	significantly	ADV
epaa-174	148	14	related	relate	VERB
epaa-174	148	15	to	to	ADP
epaa-174	148	16	graduation	graduation	NOUN
epaa-174	148	17	rates	rate	NOUN
epaa-174	148	18	(	(	PUNCT
epaa-174	148	19	f	f	PROPN
epaa-174	148	20	=	=	SYM
epaa-174	148	21	58.778	58.778	NUM
epaa-174	148	22	,	,	PUNCT
epaa-174	148	23	p	p	X
epaa-174	148	24	<	<	X
epaa-174	148	25	.001	.001	NUM
epaa-174	148	26	)	)	PUNCT
epaa-174	148	27	,	,	PUNCT
epaa-174	148	28	but	but	CCONJ
epaa-174	148	29	this	this	DET
epaa-174	148	30	variable	variable	NOUN
epaa-174	148	31	independently	independently	ADV
epaa-174	148	32	contributes	contribute	VERB
epaa-174	148	33	modestly	modestly	ADV
epaa-174	148	34	to	to	PART
epaa-174	148	35	explained	explain	VERB
epaa-174	148	36	variance	variance	NOUN
epaa-174	148	37	in	in	ADP
epaa-174	148	38	graduation	graduation	NOUN
epaa-174	148	39	rates	rate	NOUN
epaa-174	148	40	(	(	PUNCT
epaa-174	148	41	r	r	NOUN
epaa-174	148	42	2	2	NUM
epaa-174	148	43	=	=	NOUN
epaa-174	148	44	.117	.117	NUM
epaa-174	148	45	)	)	PUNCT
epaa-174	148	46	.	.	PUNCT
epaa-174	149	1	on	on	ADP
epaa-174	149	2	average	average	ADJ
epaa-174	149	3	,	,	PUNCT
epaa-174	149	4	an	an	DET
epaa-174	149	5	increase	increase	NOUN
epaa-174	149	6	of	of	ADP
epaa-174	149	7	10	10	NUM
epaa-174	149	8	%	%	NOUN
epaa-174	149	9	in	in	ADP
epaa-174	149	10	mean	mean	NOUN
epaa-174	149	11	per	per	ADP
epaa-174	149	12	student	student	NOUN
epaa-174	149	13	headcount	headcount	NOUN
epaa-174	149	14	spending	spend	VERB
epaa-174	149	15	on	on	ADP
epaa-174	149	16	physical	physical	ADJ
epaa-174	149	17	plant	plant	NOUN
epaa-174	149	18	(	(	PUNCT
epaa-174	149	19	an	an	DET
epaa-174	149	20	additional	additional	ADJ
epaa-174	149	21	$	$	SYM
epaa-174	149	22	92.60	92.60	NUM
epaa-174	149	23	)	)	PUNCT
epaa-174	149	24	“	"	PUNCT
epaa-174	149	25	buys	buy	VERB
epaa-174	149	26	”	"	PUNCT
epaa-174	149	27	1.07	1.07	NUM
epaa-174	149	28	percentage	percentage	NOUN
epaa-174	149	29	points	point	NOUN
epaa-174	149	30	of	of	ADP
epaa-174	149	31	higher	high	ADJ
epaa-174	149	32	graduation	graduation	NOUN
epaa-174	149	33	rates	rate	NOUN
epaa-174	149	34	.	.	PUNCT
epaa-174	150	1	instiexp	instiexp	PROPN
epaa-174	150	2	,	,	PUNCT
epaa-174	150	3	institutional	institutional	ADJ
epaa-174	150	4	support	support	NOUN
epaa-174	150	5	,	,	PUNCT
epaa-174	150	6	similarly	similarly	ADV
epaa-174	150	7	has	have	VERB
epaa-174	150	8	a	a	DET
epaa-174	150	9	significant	significant	ADJ
epaa-174	150	10	(	(	PUNCT
epaa-174	150	11	f	f	NOUN
epaa-174	150	12	=	=	SYM
epaa-174	150	13	38.437	38.437	NUM
epaa-174	150	14	,	,	PUNCT
epaa-174	150	15	p	p	X
epaa-174	150	16	<	<	X
epaa-174	150	17	.001	.001	NUM
epaa-174	150	18	)	)	PUNCT
epaa-174	150	19	,	,	PUNCT
epaa-174	150	20	but	but	CCONJ
epaa-174	150	21	not	not	PART
epaa-174	150	22	very	very	ADV
epaa-174	150	23	potent	potent	ADJ
epaa-174	150	24	(	(	PUNCT
epaa-174	150	25	r	r	NOUN
epaa-174	150	26	2	2	NUM
epaa-174	150	27	=	=	SYM
epaa-174	150	28	.080	.080	NUM
epaa-174	150	29	)	)	PUNCT
epaa-174	150	30	independent	independent	ADJ
epaa-174	150	31	impact	impact	NOUN
epaa-174	150	32	on	on	ADP
epaa-174	150	33	graduation	graduation	NOUN
epaa-174	150	34	rates	rate	NOUN
epaa-174	150	35	.	.	PUNCT
epaa-174	151	1	an	an	DET
epaa-174	151	2	increase	increase	NOUN
epaa-174	151	3	of	of	ADP
epaa-174	151	4	10	10	NUM
epaa-174	151	5	%	%	NOUN
epaa-174	151	6	in	in	ADP
epaa-174	151	7	mean	mean	ADJ
epaa-174	151	8	institutional	institutional	ADJ
epaa-174	151	9	support	support	NOUN
epaa-174	151	10	per	per	ADP
epaa-174	151	11	student	student	NOUN
epaa-174	151	12	headcount	headcount	NOUN
epaa-174	151	13	(	(	PUNCT
epaa-174	151	14	$	$	SYM
epaa-174	151	15	115.62	115.62	NUM
epaa-174	151	16	)	)	PUNCT
epaa-174	151	17	results	result	NOUN
epaa-174	151	18	in	in	ADP
epaa-174	151	19	an	an	DET
epaa-174	151	20	increase	increase	NOUN
epaa-174	151	21	,	,	PUNCT
epaa-174	151	22	on	on	ADP
epaa-174	151	23	average	average	ADJ
epaa-174	151	24	,	,	PUNCT
epaa-174	151	25	of	of	ADP
epaa-174	151	26	0.83	0.83	NUM
epaa-174	151	27	percentage	percentage	NOUN
epaa-174	151	28	points	point	NOUN
epaa-174	151	29	in	in	ADP
epaa-174	151	30	graduation	graduation	NOUN
epaa-174	151	31	rates	rate	NOUN
epaa-174	151	32	.	.	PUNCT
epaa-174	152	1	the	the	DET
epaa-174	152	2	level	level	NOUN
epaa-174	152	3	of	of	ADP
epaa-174	152	4	student	student	NOUN
epaa-174	152	5	affairs	affair	NOUN
epaa-174	152	6	expenditures	expenditure	NOUN
epaa-174	152	7	(	(	PUNCT
epaa-174	152	8	safexp	safexp	PROPN
epaa-174	152	9	)	)	PUNCT
epaa-174	152	10	is	be	AUX
epaa-174	152	11	a	a	DET
epaa-174	152	12	significant	significant	ADJ
epaa-174	152	13	independent	independent	ADJ
epaa-174	152	14	predictor	predictor	NOUN
epaa-174	152	15	of	of	ADP
epaa-174	152	16	graduation	graduation	NOUN
epaa-174	152	17	rate	rate	NOUN
epaa-174	152	18	(	(	PUNCT
epaa-174	152	19	f	f	NOUN
epaa-174	152	20	=	=	SYM
epaa-174	152	21	29.828	29.828	NUM
epaa-174	152	22	,	,	PUNCT
epaa-174	152	23	p	p	X
epaa-174	152	24	<	<	X
epaa-174	152	25	.001	.001	NUM
epaa-174	152	26	)	)	PUNCT
epaa-174	152	27	,	,	PUNCT
epaa-174	152	28	with	with	ADP
epaa-174	152	29	rather	rather	ADV
epaa-174	152	30	modest	modest	ADJ
epaa-174	152	31	explanatory	explanatory	ADJ
epaa-174	152	32	power	power	NOUN
epaa-174	152	33	(	(	PUNCT
epaa-174	152	34	r	r	NOUN
epaa-174	152	35	2	2	NUM
epaa-174	152	36	=	=	SYM
epaa-174	152	37	.063	.063	NUM
epaa-174	152	38	)	)	PUNCT
epaa-174	152	39	.	.	PUNCT
epaa-174	153	1	on	on	ADP
epaa-174	153	2	average	average	ADJ
epaa-174	153	3	,	,	PUNCT
epaa-174	153	4	each	each	DET
epaa-174	153	5	additional	additional	ADJ
epaa-174	153	6	10	10	NUM
epaa-174	153	7	%	%	NOUN
epaa-174	153	8	per	per	ADP
epaa-174	153	9	student	student	NOUN
epaa-174	153	10	headcount	headcount	NOUN
epaa-174	153	11	spent	spend	VERB
epaa-174	153	12	on	on	ADP
epaa-174	153	13	student	student	NOUN
epaa-174	153	14	affairs	affair	NOUN
epaa-174	153	15	(	(	PUNCT
epaa-174	153	16	$	$	SYM
epaa-174	153	17	72.83	72.83	NUM
epaa-174	153	18	)	)	PUNCT
epaa-174	153	19	results	result	NOUN
epaa-174	153	20	in	in	ADP
epaa-174	153	21	an	an	DET
epaa-174	153	22	increase	increase	NOUN
epaa-174	153	23	in	in	ADP
epaa-174	153	24	graduation	graduation	NOUN
epaa-174	153	25	rates	rate	NOUN
epaa-174	153	26	of	of	ADP
epaa-174	153	27	about	about	ADV
epaa-174	153	28	0.89	0.89	NUM
epaa-174	153	29	percentage	percentage	NOUN
epaa-174	153	30	points	point	NOUN
epaa-174	153	31	.	.	PUNCT
epaa-174	154	1	library	library	NOUN
epaa-174	154	2	expenditures	expenditure	NOUN
epaa-174	154	3	(	(	PUNCT
epaa-174	154	4	libexp	libexp	NOUN
epaa-174	154	5	)	)	PUNCT
epaa-174	154	6	provide	provide	VERB
epaa-174	154	7	a	a	DET
epaa-174	154	8	very	very	ADV
epaa-174	154	9	robust	robust	ADJ
epaa-174	154	10	and	and	CCONJ
epaa-174	154	11	statistically	statistically	ADV
epaa-174	154	12	significant	significant	ADJ
epaa-174	154	13	explanation	explanation	NOUN
epaa-174	154	14	of	of	ADP
epaa-174	154	15	graduation	graduation	NOUN
epaa-174	154	16	rates	rate	NOUN
epaa-174	154	17	(	(	PUNCT
epaa-174	154	18	f	f	NOUN
epaa-174	154	19	=	=	SYM
epaa-174	154	20	230.422	230.422	NUM
epaa-174	154	21	,	,	PUNCT
epaa-174	154	22	p	p	X
epaa-174	154	23	<	<	X
epaa-174	154	24	.001	.001	NUM
epaa-174	154	25	,	,	PUNCT
epaa-174	154	26	r	r	NOUN
epaa-174	154	27	2	2	NUM
epaa-174	154	28	=	=	SYM
epaa-174	154	29	.343	.343	NUM
epaa-174	154	30	)	)	PUNCT
epaa-174	154	31	.	.	PUNCT
epaa-174	155	1	every	every	DET
epaa-174	155	2	10	10	NUM
epaa-174	155	3	%	%	NOUN
epaa-174	155	4	per	per	ADP
epaa-174	155	5	student	student	NOUN
epaa-174	155	6	headcount	headcount	NOUN
epaa-174	155	7	increase	increase	NOUN
epaa-174	155	8	in	in	ADP
epaa-174	155	9	library	library	ADJ
epaa-174	155	10	expenditures	expenditure	NOUN
epaa-174	155	11	(	(	PUNCT
epaa-174	155	12	$	$	SYM
epaa-174	155	13	36.05	36.05	NUM
epaa-174	155	14	)	)	PUNCT
epaa-174	155	15	results	result	NOUN
epaa-174	155	16	,	,	PUNCT
epaa-174	155	17	on	on	ADP
epaa-174	155	18	average	average	ADJ
epaa-174	155	19	,	,	PUNCT
epaa-174	155	20	in	in	ADP
epaa-174	155	21	an	an	DET
epaa-174	155	22	additional	additional	ADJ
epaa-174	155	23	1.77	1.77	NUM
epaa-174	155	24	percentage	percentage	NOUN
epaa-174	155	25	points	point	NOUN
epaa-174	155	26	of	of	ADP
epaa-174	155	27	graduation	graduation	NOUN
epaa-174	155	28	rates	rate	NOUN
epaa-174	155	29	.	.	PUNCT
epaa-174	156	1	total	total	ADJ
epaa-174	156	2	education	education	NOUN
epaa-174	156	3	and	and	CCONJ
epaa-174	156	4	general	general	ADJ
epaa-174	156	5	expenditures	expenditure	NOUN
epaa-174	156	6	(	(	PUNCT
epaa-174	156	7	egexp	egexp	PROPN
epaa-174	156	8	)	)	PUNCT
epaa-174	156	9	has	have	VERB
epaa-174	156	10	a	a	DET
epaa-174	156	11	potent	potent	ADJ
epaa-174	156	12	independent	independent	ADJ
epaa-174	156	13	impact	impact	NOUN
epaa-174	156	14	on	on	ADP
epaa-174	156	15	graduation	graduation	NOUN
epaa-174	156	16	rates	rate	NOUN
epaa-174	156	17	(	(	PUNCT
epaa-174	156	18	f	f	PROPN
epaa-174	156	19	=	=	SYM
epaa-174	156	20	186.535	186.535	NUM
epaa-174	156	21	,	,	PUNCT
epaa-174	156	22	p	p	X
epaa-174	156	23	<	<	X
epaa-174	156	24	.001	.001	NUM
epaa-174	156	25	,	,	PUNCT
epaa-174	156	26	r	r	NOUN
epaa-174	156	27	2	2	NUM
epaa-174	156	28	=	=	SYM
epaa-174	156	29	.297	.297	NUM
epaa-174	156	30	)	)	PUNCT
epaa-174	156	31	.	.	PUNCT
epaa-174	157	1	on	on	ADP
epaa-174	157	2	average	average	ADJ
epaa-174	157	3	,	,	PUNCT
epaa-174	157	4	an	an	DET
epaa-174	157	5	additional	additional	ADJ
epaa-174	157	6	10	10	NUM
epaa-174	157	7	%	%	NOUN
epaa-174	157	8	in	in	ADP
epaa-174	157	9	mean	mean	PROPN
epaa-174	157	10	egexp	egexp	PROPN
epaa-174	157	11	(	(	PUNCT
epaa-174	157	12	$	$	SYM
epaa-174	157	13	115.66	115.66	NUM
epaa-174	157	14	)	)	PUNCT
epaa-174	157	15	is	be	AUX
epaa-174	157	16	associated	associate	VERB
epaa-174	157	17	with	with	ADP
epaa-174	157	18	an	an	DET
epaa-174	157	19	extra	extra	ADJ
epaa-174	157	20	0.16	0.16	NUM
epaa-174	157	21	percentage	percentage	NOUN
epaa-174	157	22	point	point	NOUN
epaa-174	157	23	in	in	ADP
epaa-174	157	24	graduation	graduation	NOUN
epaa-174	157	25	rates	rate	NOUN
epaa-174	157	26	.	.	PUNCT
epaa-174	158	1	finally	finally	ADV
epaa-174	158	2	,	,	PUNCT
epaa-174	158	3	notlib	notlib	ADJ
epaa-174	158	4	,	,	PUNCT
epaa-174	158	5	academic	academic	ADJ
epaa-174	158	6	support	support	NOUN
epaa-174	158	7	minus	minus	ADP
epaa-174	158	8	library	library	ADJ
epaa-174	158	9	expenditures	expenditure	NOUN
epaa-174	158	10	per	per	ADP
epaa-174	158	11	student	student	NOUN
epaa-174	158	12	headcount	headcount	NOUN
epaa-174	158	13	,	,	PUNCT
epaa-174	158	14	is	be	AUX
epaa-174	158	15	a	a	DET
epaa-174	158	16	reasonably	reasonably	ADV
epaa-174	158	17	good	good	ADJ
epaa-174	158	18	independent	independent	ADJ
epaa-174	158	19	predictor	predictor	NOUN
epaa-174	158	20	of	of	ADP
epaa-174	158	21	graduation	graduation	NOUN
epaa-174	158	22	rates	rate	NOUN
epaa-174	158	23	(	(	PUNCT
epaa-174	158	24	f	f	PROPN
epaa-174	158	25	=	=	SYM
epaa-174	158	26	115.490	115.490	NUM
epaa-174	158	27	,	,	PUNCT
epaa-174	158	28	p	p	X
epaa-174	158	29	<	<	X
epaa-174	158	30	12	12	NUM
epaa-174	158	31	of	of	ADP
epaa-174	158	32	23	23	NUM
epaa-174	158	33	.001	.001	NUM
epaa-174	158	34	,	,	PUNCT
epaa-174	158	35	r	r	NOUN
epaa-174	158	36	2	2	NUM
epaa-174	158	37	=	=	SYM
epaa-174	158	38	.207	.207	NUM
epaa-174	158	39	)	)	PUNCT
epaa-174	158	40	.	.	PUNCT
epaa-174	159	1	higher	high	ADJ
epaa-174	159	2	values	value	NOUN
epaa-174	159	3	of	of	ADP
epaa-174	159	4	notlib	notlib	PROPN
epaa-174	159	5	are	be	AUX
epaa-174	159	6	significantly	significantly	ADV
epaa-174	159	7	more	more	ADV
epaa-174	159	8	likely	likely	ADJ
epaa-174	159	9	than	than	ADP
epaa-174	159	10	lower	low	ADJ
epaa-174	159	11	values	value	NOUN
epaa-174	159	12	of	of	ADP
epaa-174	159	13	notlib	notlib	NOUN
epaa-174	159	14	to	to	PART
epaa-174	159	15	result	result	VERB
epaa-174	159	16	in	in	ADP
epaa-174	159	17	higher	high	ADJ
epaa-174	159	18	graduation	graduation	NOUN
epaa-174	159	19	rates	rate	NOUN
epaa-174	159	20	.	.	PUNCT
epaa-174	160	1	on	on	ADP
epaa-174	160	2	average	average	ADJ
epaa-174	160	3	,	,	PUNCT
epaa-174	160	4	an	an	DET
epaa-174	160	5	extra	extra	ADJ
epaa-174	160	6	$	$	SYM
epaa-174	160	7	100	100	NUM
epaa-174	160	8	of	of	ADP
epaa-174	160	9	spending	spending	NOUN
epaa-174	160	10	on	on	ADP
epaa-174	160	11	non	non	ADJ
epaa-174	160	12	-	-	ADJ
epaa-174	160	13	library	library	ADJ
epaa-174	160	14	academic	academic	ADJ
epaa-174	160	15	support	support	NOUN
epaa-174	160	16	expenditures	expenditure	NOUN
epaa-174	160	17	per	per	ADP
epaa-174	160	18	student	student	NOUN
epaa-174	160	19	is	be	AUX
epaa-174	160	20	associated	associate	VERB
epaa-174	160	21	with	with	ADP
epaa-174	160	22	a	a	DET
epaa-174	160	23	0.98	0.98	NUM
epaa-174	160	24	percentage	percentage	NOUN
epaa-174	160	25	point	point	NOUN
epaa-174	160	26	increase	increase	NOUN
epaa-174	160	27	in	in	ADP
epaa-174	160	28	graduation	graduation	NOUN
epaa-174	160	29	rates	rate	NOUN
epaa-174	160	30	.	.	PUNCT
epaa-174	161	1	based	base	VERB
epaa-174	161	2	on	on	ADP
epaa-174	161	3	these	these	DET
epaa-174	161	4	results	result	NOUN
epaa-174	161	5	,	,	PUNCT
epaa-174	161	6	the	the	DET
epaa-174	161	7	best	good	ADJ
epaa-174	161	8	“	"	PUNCT
epaa-174	161	9	payoffs	payoff	NOUN
epaa-174	161	10	”	"	PUNCT
epaa-174	161	11	in	in	ADP
epaa-174	161	12	higher	high	ADJ
epaa-174	161	13	graduation	graduation	NOUN
epaa-174	161	14	rates	rate	NOUN
epaa-174	161	15	from	from	ADP
epaa-174	161	16	strategically	strategically	ADV
epaa-174	161	17	targeted	target	VERB
epaa-174	161	18	institutional	institutional	ADJ
epaa-174	161	19	budgetary	budgetary	ADJ
epaa-174	161	20	enhancements	enhancement	NOUN
epaa-174	161	21	would	would	AUX
epaa-174	161	22	seem	seem	VERB
epaa-174	161	23	to	to	PART
epaa-174	161	24	come	come	VERB
epaa-174	161	25	from	from	ADP
epaa-174	161	26	increasing	increase	VERB
epaa-174	161	27	per	per	ADP
epaa-174	161	28	student	student	NOUN
epaa-174	161	29	expenditures	expenditure	NOUN
epaa-174	161	30	for	for	ADP
epaa-174	161	31	instruction	instruction	NOUN
epaa-174	161	32	(	(	PUNCT
epaa-174	161	33	+1.99	+1.99	PROPN
epaa-174	161	34	percentage	percentage	NOUN
epaa-174	161	35	points	point	NOUN
epaa-174	161	36	)	)	PUNCT
epaa-174	161	37	,	,	PUNCT
epaa-174	161	38	followed	follow	VERB
epaa-174	161	39	closely	closely	ADV
epaa-174	161	40	by	by	ADP
epaa-174	161	41	library	library	NOUN
epaa-174	161	42	(	(	PUNCT
epaa-174	161	43	+1.77	+1.77	ADJ
epaa-174	161	44	)	)	PUNCT
epaa-174	161	45	and	and	CCONJ
epaa-174	161	46	more	more	ADV
epaa-174	161	47	distantly	distantly	ADV
epaa-174	161	48	by	by	ADP
epaa-174	161	49	physical	physical	ADJ
epaa-174	161	50	plant	plant	NOUN
epaa-174	161	51	(	(	PUNCT
epaa-174	161	52	+1.07	+1.07	NOUN
epaa-174	161	53	)	)	PUNCT
epaa-174	161	54	and	and	CCONJ
epaa-174	161	55	nonlibrary	nonlibrary	ADJ
epaa-174	161	56	academic	academic	NOUN
epaa-174	161	57	(	(	PUNCT
epaa-174	161	58	+0.98	+0.98	PROPN
epaa-174	161	59	)	)	PUNCT
epaa-174	161	60	.	.	PUNCT
epaa-174	162	1	in	in	ADP
epaa-174	162	2	a	a	DET
epaa-174	162	3	lower	low	ADJ
epaa-174	162	4	tier	tier	NOUN
epaa-174	162	5	of	of	ADP
epaa-174	162	6	impact	impact	NOUN
epaa-174	162	7	are	be	AUX
epaa-174	162	8	student	student	NOUN
epaa-174	162	9	affairs	affair	NOUN
epaa-174	162	10	(	(	PUNCT
epaa-174	162	11	+0.89	+0.89	NOUN
epaa-174	162	12	)	)	PUNCT
epaa-174	162	13	and	and	CCONJ
epaa-174	162	14	institutional	institutional	ADJ
epaa-174	162	15	support	support	NOUN
epaa-174	162	16	(	(	PUNCT
epaa-174	162	17	+0.83	+0.83	PROPN
epaa-174	162	18	)	)	PUNCT
epaa-174	162	19	.	.	PUNCT
epaa-174	163	1	lagging	lag	VERB
epaa-174	163	2	far	far	ADV
epaa-174	163	3	behind	behind	ADV
epaa-174	163	4	is	be	AUX
epaa-174	163	5	education	education	NOUN
epaa-174	163	6	and	and	CCONJ
epaa-174	163	7	general	general	ADJ
epaa-174	163	8	(	(	PUNCT
epaa-174	163	9	+	+	NOUN
epaa-174	163	10	.16	.16	NUM
epaa-174	163	11	)	)	PUNCT
epaa-174	163	12	.	.	PUNCT
epaa-174	164	1	however	however	ADV
epaa-174	164	2	,	,	PUNCT
epaa-174	164	3	these	these	DET
epaa-174	164	4	findings	finding	NOUN
epaa-174	164	5	do	do	AUX
epaa-174	164	6	not	not	PART
epaa-174	164	7	control	control	VERB
epaa-174	164	8	for	for	ADP
epaa-174	164	9	the	the	DET
epaa-174	164	10	simultaneous	simultaneous	ADJ
epaa-174	164	11	effects	effect	NOUN
epaa-174	164	12	of	of	ADP
epaa-174	164	13	changes	change	NOUN
epaa-174	164	14	in	in	ADP
epaa-174	164	15	each	each	DET
epaa-174	164	16	expenditure	expenditure	NOUN
epaa-174	164	17	category	category	NOUN
epaa-174	164	18	(	(	PUNCT
epaa-174	164	19	and	and	CCONJ
epaa-174	164	20	the	the	DET
epaa-174	164	21	often	often	ADV
epaa-174	164	22	high	high	ADJ
epaa-174	164	23	correlation	correlation	NOUN
epaa-174	164	24	of	of	ADP
epaa-174	164	25	any	any	DET
epaa-174	164	26	one	one	NUM
epaa-174	164	27	budget	budget	NOUN
epaa-174	164	28	category	category	NOUN
epaa-174	164	29	with	with	ADP
epaa-174	164	30	another	another	PRON
epaa-174	164	31	,	,	PUNCT
epaa-174	164	32	leading	lead	VERB
epaa-174	164	33	to	to	ADP
epaa-174	164	34	collinearity	collinearity	NOUN
epaa-174	164	35	among	among	ADP
epaa-174	164	36	the	the	DET
epaa-174	164	37	budgetary	budgetary	ADJ
epaa-174	164	38	predictors	predictor	NOUN
epaa-174	164	39	and	and	CCONJ
epaa-174	164	40	attenuated	attenuate	VERB
epaa-174	164	41	partial	partial	ADJ
epaa-174	164	42	regression	regression	NOUN
epaa-174	164	43	coefficients	coefficient	NOUN
epaa-174	164	44	)	)	PUNCT
epaa-174	164	45	together	together	ADV
epaa-174	164	46	with	with	ADP
epaa-174	164	47	other	other	ADJ
epaa-174	164	48	effects	effect	NOUN
epaa-174	164	49	that	that	PRON
epaa-174	164	50	are	be	AUX
epaa-174	164	51	captured	capture	VERB
epaa-174	164	52	in	in	ADP
epaa-174	164	53	the	the	DET
epaa-174	164	54	full	full	ADJ
epaa-174	164	55	model	model	NOUN
epaa-174	164	56	.	.	PUNCT
epaa-174	165	1	in	in	ADP
epaa-174	165	2	the	the	DET
epaa-174	165	3	full	full	ADJ
epaa-174	165	4	model	model	NOUN
epaa-174	165	5	,	,	PUNCT
epaa-174	165	6	for	for	ADP
epaa-174	165	7	the	the	DET
epaa-174	165	8	same	same	ADJ
epaa-174	165	9	benchmark	benchmark	NOUN
epaa-174	165	10	10	10	NUM
epaa-174	165	11	%	%	NOUN
epaa-174	165	12	per	per	ADP
epaa-174	165	13	student	student	NOUN
epaa-174	165	14	headcount	headcount	NOUN
epaa-174	165	15	increase	increase	NOUN
epaa-174	165	16	in	in	ADP
epaa-174	165	17	any	any	DET
epaa-174	165	18	one	one	NUM
epaa-174	165	19	expenditure	expenditure	NOUN
epaa-174	165	20	category	category	NOUN
epaa-174	165	21	,	,	PUNCT
epaa-174	165	22	the	the	DET
epaa-174	165	23	net	net	ADJ
epaa-174	165	24	effects	effect	NOUN
epaa-174	165	25	of	of	ADP
epaa-174	165	26	greater	great	ADJ
epaa-174	165	27	spending	spending	NOUN
epaa-174	165	28	on	on	ADP
epaa-174	165	29	physical	physical	ADJ
epaa-174	165	30	plant	plant	NOUN
epaa-174	165	31	(	(	PUNCT
epaa-174	165	32	-0.28	-0.28	NUM
epaa-174	165	33	)	)	PUNCT
epaa-174	165	34	and	and	CCONJ
epaa-174	165	35	education	education	NOUN
epaa-174	165	36	and	and	CCONJ
epaa-174	165	37	general	general	ADJ
epaa-174	165	38	(	(	PUNCT
epaa-174	165	39	-0.36	-0.36	NUM
epaa-174	165	40	)	)	PUNCT
epaa-174	165	41	actually	actually	ADV
epaa-174	165	42	are	be	AUX
epaa-174	165	43	negative	negative	ADJ
epaa-174	165	44	,	,	PUNCT
epaa-174	165	45	and	and	CCONJ
epaa-174	165	46	the	the	DET
epaa-174	165	47	greatest	great	ADJ
epaa-174	165	48	“	"	PUNCT
epaa-174	165	49	payoff	payoff	NOUN
epaa-174	165	50	”	"	PUNCT
epaa-174	165	51	is	be	AUX
epaa-174	165	52	attributable	attributable	ADJ
epaa-174	165	53	to	to	ADP
epaa-174	165	54	enhanced	enhance	VERB
epaa-174	165	55	expenditures	expenditure	NOUN
epaa-174	165	56	on	on	ADP
epaa-174	165	57	library	library	NOUN
epaa-174	165	58	(	(	PUNCT
epaa-174	165	59	+0.92	+0.92	PROPN
epaa-174	165	60	)	)	PUNCT
epaa-174	165	61	and	and	CCONJ
epaa-174	166	1	instruction	instruction	NOUN
epaa-174	166	2	(	(	PUNCT
epaa-174	166	3	+0.80	+0.80	PROPN
epaa-174	166	4	)	)	PUNCT
epaa-174	166	5	,	,	PUNCT
epaa-174	166	6	with	with	ADP
epaa-174	166	7	only	only	ADJ
epaa-174	166	8	modest	modest	ADJ
epaa-174	166	9	contributions	contribution	NOUN
epaa-174	166	10	from	from	ADP
epaa-174	166	11	increased	increase	VERB
epaa-174	166	12	nonlibrary	nonlibrary	ADJ
epaa-174	166	13	academic	academic	NOUN
epaa-174	166	14	(	(	PUNCT
epaa-174	166	15	+0.27	+0.27	PROPN
epaa-174	166	16	)	)	PUNCT
epaa-174	166	17	expenditures	expenditure	NOUN
epaa-174	166	18	and	and	CCONJ
epaa-174	166	19	very	very	ADV
epaa-174	166	20	minimal	minimal	ADJ
epaa-174	166	21	improvements	improvement	NOUN
epaa-174	166	22	from	from	ADP
epaa-174	166	23	heightened	heightened	ADJ
epaa-174	166	24	spending	spending	NOUN
epaa-174	166	25	for	for	ADP
epaa-174	166	26	institutional	institutional	ADJ
epaa-174	166	27	support	support	NOUN
epaa-174	166	28	(	(	PUNCT
epaa-174	166	29	+0.05	+0.05	NOUN
epaa-174	166	30	)	)	PUNCT
epaa-174	166	31	and	and	CCONJ
epaa-174	166	32	student	student	NOUN
epaa-174	166	33	affairs	affair	NOUN
epaa-174	166	34	(	(	PUNCT
epaa-174	166	35	+0.05	+0.05	PROPN
epaa-174	166	36	)	)	PUNCT
epaa-174	166	37	.	.	PUNCT
epaa-174	167	1	hierarchical	hierarchical	ADJ
epaa-174	167	2	models	model	NOUN
epaa-174	167	3	a	a	DET
epaa-174	167	4	further	further	ADJ
epaa-174	167	5	check	check	NOUN
epaa-174	167	6	on	on	ADP
epaa-174	167	7	the	the	DET
epaa-174	167	8	validity	validity	NOUN
epaa-174	167	9	of	of	ADP
epaa-174	167	10	our	our	PRON
epaa-174	167	11	results	result	NOUN
epaa-174	167	12	is	be	AUX
epaa-174	167	13	provided	provide	VERB
epaa-174	167	14	by	by	ADP
epaa-174	167	15	analyzing	analyze	VERB
epaa-174	167	16	the	the	DET
epaa-174	167	17	patterns	pattern	NOUN
epaa-174	167	18	of	of	ADP
epaa-174	167	19	relationships	relationship	NOUN
epaa-174	167	20	between	between	ADP
epaa-174	167	21	the	the	DET
epaa-174	167	22	predictor	predictor	NOUN
epaa-174	167	23	variables	variable	NOUN
epaa-174	167	24	and	and	CCONJ
epaa-174	167	25	graduation	graduation	NOUN
epaa-174	167	26	rates	rate	NOUN
epaa-174	167	27	in	in	ADP
epaa-174	167	28	hierarchical	hierarchical	ADJ
epaa-174	167	29	stages	stage	NOUN
epaa-174	167	30	of	of	ADP
epaa-174	167	31	model	model	NOUN
epaa-174	167	32	building	building	NOUN
epaa-174	167	33	.	.	PUNCT
epaa-174	168	1	stage	stage	NOUN
epaa-174	168	2	1	1	NUM
epaa-174	168	3	estimates	estimate	VERB
epaa-174	168	4	graduation	graduation	NOUN
epaa-174	168	5	rates	rate	NOUN
epaa-174	168	6	from	from	ADP
epaa-174	168	7	three	three	NUM
epaa-174	168	8	institutional	institutional	ADJ
epaa-174	168	9	“	"	PUNCT
epaa-174	168	10	demographic	demographic	ADJ
epaa-174	168	11	”	"	PUNCT
epaa-174	168	12	variables	variable	NOUN
epaa-174	168	13	(	(	PUNCT
epaa-174	168	14	region	region	NOUN
epaa-174	168	15	,	,	PUNCT
epaa-174	168	16	hbcu	hbcu	NOUN
epaa-174	168	17	,	,	PUNCT
epaa-174	168	18	and	and	CCONJ
epaa-174	168	19	urban	urban	ADJ
epaa-174	168	20	)	)	PUNCT
epaa-174	168	21	that	that	PRON
epaa-174	168	22	are	be	AUX
epaa-174	168	23	historically	historically	ADV
epaa-174	168	24	-	-	PUNCT
epaa-174	168	25	determined	determine	VERB
epaa-174	168	26	traits	trait	NOUN
epaa-174	168	27	beyond	beyond	ADP
epaa-174	168	28	the	the	DET
epaa-174	168	29	control	control	NOUN
epaa-174	168	30	of	of	ADP
epaa-174	168	31	current	current	ADJ
epaa-174	168	32	higher	high	ADJ
epaa-174	168	33	education	education	NOUN
epaa-174	168	34	decisionmakers	decisionmaker	NOUN
epaa-174	168	35	.	.	PUNCT
epaa-174	169	1	for	for	ADP
epaa-174	169	2	stage	stage	NOUN
epaa-174	169	3	2	2	NUM
epaa-174	169	4	,	,	PUNCT
epaa-174	169	5	to	to	ADP
epaa-174	169	6	these	these	DET
epaa-174	169	7	three	three	NUM
epaa-174	169	8	predictors	predictor	NOUN
epaa-174	169	9	are	be	AUX
epaa-174	169	10	added	add	VERB
epaa-174	169	11	institutional	institutional	ADJ
epaa-174	169	12	characteristics	characteristic	NOUN
epaa-174	169	13	that	that	PRON
epaa-174	169	14	are	be	AUX
epaa-174	169	15	more	more	ADV
epaa-174	169	16	likely	likely	ADJ
epaa-174	169	17	to	to	PART
epaa-174	169	18	be	be	AUX
epaa-174	169	19	controlled	control	VERB
epaa-174	169	20	by	by	ADP
epaa-174	169	21	longer	long	ADJ
epaa-174	169	22	-	-	PUNCT
epaa-174	169	23	range	range	NOUN
epaa-174	169	24	actions	action	NOUN
epaa-174	169	25	taken	take	VERB
epaa-174	169	26	by	by	ADP
epaa-174	169	27	the	the	DET
epaa-174	169	28	institution	institution	NOUN
epaa-174	169	29	’s	’s	PART
epaa-174	169	30	decisionmakers	decisionmaker	NOUN
epaa-174	169	31	(	(	PUNCT
epaa-174	169	32	carnegie	carnegie	NOUN
epaa-174	169	33	,	,	PUNCT
epaa-174	169	34	medical	medical	ADJ
epaa-174	169	35	,	,	PUNCT
epaa-174	169	36	ifa5	ifa5	NOUN
epaa-174	169	37	,	,	PUNCT
epaa-174	169	38	and	and	CCONJ
epaa-174	169	39	select	select	ADJ
epaa-174	169	40	)	)	PUNCT
epaa-174	169	41	with	with	ADP
epaa-174	169	42	the	the	DET
epaa-174	169	43	interactions	interaction	NOUN
epaa-174	169	44	of	of	ADP
epaa-174	169	45	medical	medical	ADJ
epaa-174	169	46	with	with	ADP
epaa-174	169	47	urban	urban	ADJ
epaa-174	169	48	and	and	CCONJ
epaa-174	169	49	of	of	ADP
epaa-174	169	50	region	region	NOUN
epaa-174	169	51	with	with	ADP
epaa-174	169	52	medical	medical	ADJ
epaa-174	169	53	.	.	PUNCT
epaa-174	170	1	finally	finally	ADV
epaa-174	170	2	,	,	PUNCT
epaa-174	170	3	stage	stage	NOUN
epaa-174	170	4	3	3	NUM
epaa-174	170	5	adds	add	VERB
epaa-174	170	6	the	the	DET
epaa-174	170	7	set	set	NOUN
epaa-174	170	8	of	of	ADP
epaa-174	170	9	expenditure	expenditure	NOUN
epaa-174	170	10	variables	variable	NOUN
epaa-174	170	11	that	that	PRON
epaa-174	170	12	more	more	ADV
epaa-174	170	13	proximally	proximally	ADV
epaa-174	170	14	are	be	AUX
epaa-174	170	15	under	under	ADP
epaa-174	170	16	the	the	DET
epaa-174	170	17	control	control	NOUN
epaa-174	170	18	of	of	ADP
epaa-174	170	19	institutional	institutional	ADJ
epaa-174	170	20	leaders	leader	NOUN
epaa-174	170	21	as	as	SCONJ
epaa-174	170	22	they	they	PRON
epaa-174	170	23	set	set	VERB
epaa-174	170	24	annual	annual	ADJ
epaa-174	170	25	budget	budget	NOUN
epaa-174	170	26	and	and	CCONJ
epaa-174	170	27	policy	policy	NOUN
epaa-174	170	28	priorities	priority	NOUN
epaa-174	170	29	:	:	PUNCT
epaa-174	170	30	safexp	safexp	PROPN
epaa-174	170	31	,	,	PUNCT
epaa-174	170	32	instexp	instexp	NOUN
epaa-174	170	33	,	,	PUNCT
epaa-174	170	34	libexp	libexp	NOUN
epaa-174	170	35	,	,	PUNCT
epaa-174	170	36	pplexp	pplexp	PROPN
epaa-174	170	37	,	,	PUNCT
epaa-174	170	38	instiexp	instiexp	PROPN
epaa-174	170	39	,	,	PUNCT
epaa-174	170	40	egexp	egexp	NOUN
epaa-174	170	41	,	,	PUNCT
epaa-174	170	42	and	and	CCONJ
epaa-174	170	43	notlib	notlib	NOUN
epaa-174	170	44	.	.	PUNCT
epaa-174	171	1	the	the	DET
epaa-174	171	2	stage	stage	NOUN
epaa-174	171	3	3	3	NUM
epaa-174	171	4	results	result	NOUN
epaa-174	171	5	are	be	AUX
epaa-174	171	6	the	the	DET
epaa-174	171	7	same	same	ADJ
epaa-174	171	8	as	as	SCONJ
epaa-174	171	9	those	those	PRON
epaa-174	171	10	for	for	ADP
epaa-174	171	11	the	the	DET
epaa-174	171	12	full	full	ADJ
epaa-174	171	13	multiple	multiple	ADJ
epaa-174	171	14	regression	regression	NOUN
epaa-174	171	15	model	model	NOUN
epaa-174	171	16	shown	show	VERB
epaa-174	171	17	in	in	ADP
epaa-174	171	18	table	table	NOUN
epaa-174	171	19	1	1	NUM
epaa-174	171	20	.	.	PUNCT
epaa-174	171	21	table	table	NOUN
epaa-174	171	22	5	5	NUM
epaa-174	171	23	summarizes	summarize	NOUN
epaa-174	171	24	the	the	DET
epaa-174	171	25	fit	fit	NOUN
epaa-174	171	26	of	of	ADP
epaa-174	171	27	each	each	DET
epaa-174	171	28	stage	stage	NOUN
epaa-174	171	29	of	of	ADP
epaa-174	171	30	the	the	DET
epaa-174	171	31	model	model	NOUN
epaa-174	171	32	,	,	PUNCT
epaa-174	171	33	showing	show	VERB
epaa-174	171	34	the	the	DET
epaa-174	171	35	partial	partial	ADJ
epaa-174	171	36	f	f	PROPN
epaa-174	171	37	statistic	statistic	NOUN
epaa-174	171	38	and	and	CCONJ
epaa-174	171	39	accompanying	accompany	VERB
epaa-174	171	40	p	p	NOUN
epaa-174	171	41	-	-	PUNCT
epaa-174	171	42	value	value	NOUN
epaa-174	171	43	(	(	PUNCT
epaa-174	171	44	p	p	X
epaa-174	171	45	>	>	X
epaa-174	171	46	f	f	X
epaa-174	171	47	)	)	PUNCT
epaa-174	171	48	testing	test	VERB
epaa-174	171	49	the	the	DET
epaa-174	171	50	significance	significance	NOUN
epaa-174	171	51	of	of	ADP
epaa-174	171	52	each	each	DET
epaa-174	171	53	predictor	predictor	NOUN
epaa-174	171	54	,	,	PUNCT
epaa-174	171	55	(	(	PUNCT
epaa-174	171	56	eta	eta	PROPN
epaa-174	171	57	)	)	PUNCT
epaa-174	171	58	2	2	NUM
epaa-174	171	59	,	,	PUNCT
epaa-174	171	60	and	and	CCONJ
epaa-174	171	61	the	the	DET
epaa-174	171	62	power	power	NOUN
epaa-174	171	63	of	of	ADP
epaa-174	171	64	each	each	DET
epaa-174	171	65	parameter	parameter	NOUN
epaa-174	171	66	estimate	estimate	NOUN
epaa-174	171	67	,	,	PUNCT
epaa-174	171	68	as	as	ADV
epaa-174	171	69	well	well	ADV
epaa-174	171	70	as	as	ADP
epaa-174	171	71	overall	overall	ADJ
epaa-174	171	72	model	model	NOUN
epaa-174	171	73	f	f	PROPN
epaa-174	171	74	statistics	statistic	NOUN
epaa-174	171	75	,	,	PUNCT
epaa-174	171	76	p	p	NOUN
epaa-174	171	77	-	-	PUNCT
epaa-174	171	78	values	value	NOUN
epaa-174	171	79	,	,	PUNCT
epaa-174	171	80	r	r	NOUN
epaa-174	171	81	2	2	NUM
epaa-174	171	82	,	,	PUNCT
epaa-174	171	83	and	and	CCONJ
epaa-174	171	84	adjusted	adjust	VERB
epaa-174	171	85	r	r	NOUN
epaa-174	171	86	2	2	NUM
epaa-174	171	87	.	.	PUNCT
epaa-174	171	88	table	table	NOUN
epaa-174	171	89	5	5	NUM
epaa-174	171	90	summary	summary	NOUN
epaa-174	171	91	of	of	ADP
epaa-174	171	92	hierarchical	hierarchical	ADJ
epaa-174	171	93	multiple	multiple	ADJ
epaa-174	171	94	regression	regression	NOUN
epaa-174	171	95	model	model	NOUN
epaa-174	171	96	results	result	VERB
epaa-174	171	97	13	13	NUM
epaa-174	171	98	of	of	ADP
epaa-174	171	99	23	23	NUM
epaa-174	171	100	14	14	NUM
epaa-174	171	101	of	of	ADP
epaa-174	171	102	23	23	NUM
epaa-174	171	103	the	the	DET
epaa-174	171	104	results	result	NOUN
epaa-174	171	105	in	in	ADP
epaa-174	171	106	table	table	NOUN
epaa-174	171	107	5	5	NUM
epaa-174	171	108	provide	provide	VERB
epaa-174	171	109	evidence	evidence	NOUN
epaa-174	171	110	of	of	ADP
epaa-174	171	111	the	the	DET
epaa-174	171	112	predictive	predictive	ADJ
epaa-174	171	113	validity	validity	NOUN
epaa-174	171	114	of	of	ADP
epaa-174	171	115	each	each	DET
epaa-174	171	116	stage	stage	NOUN
epaa-174	171	117	,	,	PUNCT
epaa-174	171	118	or	or	CCONJ
epaa-174	171	119	set	set	VERB
epaa-174	171	120	,	,	PUNCT
epaa-174	171	121	of	of	ADP
epaa-174	171	122	predictors	predictor	NOUN
epaa-174	171	123	.	.	PUNCT
epaa-174	172	1	the	the	DET
epaa-174	172	2	three	three	NUM
epaa-174	172	3	stage	stage	NOUN
epaa-174	172	4	1	1	NUM
epaa-174	172	5	institutional	institutional	ADJ
epaa-174	172	6	demographic	demographic	ADJ
epaa-174	172	7	variables	variable	NOUN
epaa-174	172	8	collectively	collectively	ADV
epaa-174	172	9	are	be	AUX
epaa-174	172	10	significant	significant	ADJ
epaa-174	172	11	predictors	predictor	NOUN
epaa-174	172	12	,	,	PUNCT
epaa-174	172	13	accounting	account	VERB
epaa-174	172	14	overall	overall	ADV
epaa-174	172	15	for	for	ADP
epaa-174	172	16	13.3	13.3	NUM
epaa-174	172	17	%	%	NOUN
epaa-174	172	18	of	of	ADP
epaa-174	172	19	the	the	DET
epaa-174	172	20	variation	variation	NOUN
epaa-174	172	21	in	in	ADP
epaa-174	172	22	graduation	graduation	NOUN
epaa-174	172	23	rates	rate	NOUN
epaa-174	172	24	,	,	PUNCT
epaa-174	172	25	and	and	CCONJ
epaa-174	172	26	both	both	DET
epaa-174	172	27	region	region	NOUN
epaa-174	172	28	and	and	CCONJ
epaa-174	172	29	hbcu	hbcu	NOUN
epaa-174	172	30	are	be	AUX
epaa-174	172	31	significant	significant	ADJ
epaa-174	172	32	individually	individually	ADV
epaa-174	172	33	.	.	PUNCT
epaa-174	173	1	the	the	DET
epaa-174	173	2	stage	stage	NOUN
epaa-174	173	3	2	2	NUM
epaa-174	173	4	combination	combination	NOUN
epaa-174	173	5	of	of	ADP
epaa-174	173	6	institutional	institutional	ADJ
epaa-174	173	7	traits	trait	NOUN
epaa-174	173	8	with	with	ADP
epaa-174	173	9	the	the	DET
epaa-174	173	10	stage	stage	NOUN
epaa-174	173	11	1	1	NUM
epaa-174	173	12	predictors	predictor	NOUN
epaa-174	173	13	are	be	AUX
epaa-174	173	14	significant	significant	ADJ
epaa-174	173	15	collectively	collectively	ADV
epaa-174	173	16	,	,	PUNCT
epaa-174	173	17	accounting	account	VERB
epaa-174	173	18	for	for	ADP
epaa-174	173	19	a	a	DET
epaa-174	173	20	combined	combine	VERB
epaa-174	173	21	52.3	52.3	NUM
epaa-174	173	22	%	%	NOUN
epaa-174	173	23	of	of	ADP
epaa-174	173	24	the	the	DET
epaa-174	173	25	variation	variation	NOUN
epaa-174	173	26	in	in	ADP
epaa-174	173	27	graduation	graduation	NOUN
epaa-174	173	28	rates	rate	NOUN
epaa-174	173	29	,	,	PUNCT
epaa-174	173	30	with	with	ADP
epaa-174	173	31	region	region	NOUN
epaa-174	173	32	,	,	PUNCT
epaa-174	173	33	hbcu	hbcu	PROPN
epaa-174	173	34	,	,	PUNCT
epaa-174	173	35	urban	urban	ADJ
epaa-174	173	36	,	,	PUNCT
epaa-174	173	37	carnegie	carnegie	NOUN
epaa-174	173	38	,	,	PUNCT
epaa-174	173	39	ifa5	ifa5	NOUN
epaa-174	173	40	,	,	PUNCT
epaa-174	173	41	and	and	CCONJ
epaa-174	173	42	select	select	VERB
epaa-174	173	43	significant	significant	ADJ
epaa-174	173	44	individually	individually	ADV
epaa-174	173	45	.	.	PUNCT
epaa-174	174	1	a	a	DET
epaa-174	174	2	partial	partial	ADJ
epaa-174	174	3	f	f	NOUN
epaa-174	174	4	-	-	PUNCT
epaa-174	174	5	test	test	NOUN
epaa-174	174	6	demonstrates	demonstrate	VERB
epaa-174	174	7	that	that	SCONJ
epaa-174	174	8	the	the	DET
epaa-174	174	9	added	add	VERB
epaa-174	174	10	institutional	institutional	ADJ
epaa-174	174	11	characteristic	characteristic	ADJ
epaa-174	174	12	predictors	predictor	NOUN
epaa-174	174	13	contribute	contribute	VERB
epaa-174	174	14	significantly	significantly	ADV
epaa-174	174	15	(	(	PUNCT
epaa-174	174	16	f	f	PROPN
epaa-174	174	17	=	=	SYM
epaa-174	174	18	9.29	9.29	NUM
epaa-174	174	19	,	,	PUNCT
epaa-174	174	20	p	p	X
epaa-174	174	21	<	<	X
epaa-174	174	22	.01	.01	NUM
epaa-174	174	23	)	)	PUNCT
epaa-174	174	24	to	to	ADP
epaa-174	174	25	explaining	explain	VERB
epaa-174	174	26	graduation	graduation	NOUN
epaa-174	174	27	rates	rate	NOUN
epaa-174	174	28	beyond	beyond	ADP
epaa-174	174	29	what	what	PRON
epaa-174	174	30	is	be	AUX
epaa-174	174	31	accounted	account	VERB
epaa-174	174	32	for	for	ADP
epaa-174	174	33	by	by	ADP
epaa-174	174	34	the	the	DET
epaa-174	174	35	stage	stage	NOUN
epaa-174	174	36	1	1	NUM
epaa-174	174	37	variables	variable	NOUN
epaa-174	174	38	.	.	PUNCT
epaa-174	175	1	adding	add	VERB
epaa-174	175	2	the	the	DET
epaa-174	175	3	financial	financial	ADJ
epaa-174	175	4	variables	variable	NOUN
epaa-174	175	5	in	in	ADP
epaa-174	175	6	stage	stage	NOUN
epaa-174	175	7	3	3	NUM
epaa-174	175	8	to	to	ADP
epaa-174	175	9	the	the	DET
epaa-174	175	10	previous	previous	ADJ
epaa-174	175	11	sets	set	NOUN
epaa-174	175	12	of	of	ADP
epaa-174	175	13	predictors	predictor	NOUN
epaa-174	175	14	results	result	VERB
epaa-174	175	15	in	in	ADP
epaa-174	175	16	greater	great	ADJ
epaa-174	175	17	explanatory	explanatory	ADJ
epaa-174	175	18	power	power	NOUN
epaa-174	175	19	(	(	PUNCT
epaa-174	175	20	r	r	NOUN
epaa-174	175	21	2	2	NUM
epaa-174	175	22	=	=	SYM
epaa-174	175	23	.588	.588	NUM
epaa-174	175	24	)	)	PUNCT
epaa-174	175	25	,	,	PUNCT
epaa-174	175	26	which	which	PRON
epaa-174	175	27	is	be	AUX
epaa-174	175	28	a	a	DET
epaa-174	175	29	significant	significant	ADJ
epaa-174	175	30	improvement	improvement	NOUN
epaa-174	175	31	over	over	ADP
epaa-174	175	32	both	both	CCONJ
epaa-174	175	33	the	the	DET
epaa-174	175	34	stage	stage	NOUN
epaa-174	175	35	1	1	NUM
epaa-174	175	36	(	(	PUNCT
epaa-174	175	37	partial	partial	ADJ
epaa-174	175	38	f	f	PROPN
epaa-174	175	39	=	=	PROPN
epaa-174	175	40	8.14	8.14	NUM
epaa-174	175	41	;	;	PUNCT
epaa-174	175	42	p	p	X
epaa-174	175	43	<	<	X
epaa-174	175	44	.01	.01	NUM
epaa-174	175	45	)	)	PUNCT
epaa-174	175	46	and	and	CCONJ
epaa-174	175	47	the	the	DET
epaa-174	175	48	stage	stage	NOUN
epaa-174	175	49	2	2	NUM
epaa-174	175	50	(	(	PUNCT
epaa-174	175	51	partialf	partialf	NOUN
epaa-174	175	52	=	=	NUM
epaa-174	175	53	8.09	8.09	NUM
epaa-174	175	54	,	,	PUNCT
epaa-174	175	55	p	p	X
epaa-174	175	56	<	<	X
epaa-174	175	57	.01	.01	NUM
epaa-174	175	58	)	)	PUNCT
epaa-174	175	59	sets	set	NOUN
epaa-174	175	60	of	of	ADP
epaa-174	175	61	predictors	predictor	NOUN
epaa-174	175	62	.	.	PUNCT
epaa-174	176	1	that	that	PRON
epaa-174	176	2	is	be	AUX
epaa-174	176	3	to	to	PART
epaa-174	176	4	say	say	VERB
epaa-174	176	5	,	,	PUNCT
epaa-174	176	6	the	the	DET
epaa-174	176	7	institutional	institutional	ADJ
epaa-174	176	8	financial	financial	ADJ
epaa-174	176	9	information	information	NOUN
epaa-174	176	10	makes	make	VERB
epaa-174	176	11	a	a	DET
epaa-174	176	12	major	major	ADJ
epaa-174	176	13	contribution	contribution	NOUN
epaa-174	176	14	to	to	ADP
epaa-174	176	15	our	our	PRON
epaa-174	176	16	understanding	understanding	NOUN
epaa-174	176	17	of	of	ADP
epaa-174	176	18	what	what	PRON
epaa-174	176	19	drives	drive	VERB
epaa-174	176	20	graduation	graduation	NOUN
epaa-174	176	21	rates	rate	NOUN
epaa-174	176	22	beyond	beyond	ADP
epaa-174	176	23	what	what	PRON
epaa-174	176	24	we	we	PRON
epaa-174	176	25	know	know	VERB
epaa-174	176	26	from	from	ADP
epaa-174	176	27	institutional	institutional	ADJ
epaa-174	176	28	demographics	demographic	NOUN
epaa-174	176	29	and	and	CCONJ
epaa-174	176	30	other	other	ADJ
epaa-174	176	31	institutional	institutional	ADJ
epaa-174	176	32	characteristics	characteristic	NOUN
epaa-174	176	33	.	.	PUNCT
epaa-174	177	1	table	table	NOUN
epaa-174	177	2	5	5	NUM
epaa-174	177	3	also	also	ADV
epaa-174	177	4	shows	show	VERB
epaa-174	177	5	that	that	SCONJ
epaa-174	177	6	the	the	DET
epaa-174	177	7	institutional	institutional	ADJ
epaa-174	177	8	characteristics	characteristic	NOUN
epaa-174	177	9	variables	variable	NOUN
epaa-174	177	10	added	add	VERB
epaa-174	177	11	in	in	ADP
epaa-174	177	12	stage	stage	NOUN
epaa-174	177	13	2	2	NUM
epaa-174	177	14	are	be	AUX
epaa-174	177	15	by	by	ADP
epaa-174	177	16	themselves	themselves	PRON
epaa-174	177	17	(	(	PUNCT
epaa-174	177	18	without	without	ADP
epaa-174	177	19	interactions	interaction	NOUN
epaa-174	177	20	,	,	PUNCT
epaa-174	177	21	which	which	PRON
epaa-174	177	22	can	can	AUX
epaa-174	177	23	not	not	PART
epaa-174	177	24	be	be	AUX
epaa-174	177	25	estimated	estimate	VERB
epaa-174	177	26	separately	separately	ADV
epaa-174	177	27	here	here	ADV
epaa-174	177	28	because	because	SCONJ
epaa-174	177	29	they	they	PRON
epaa-174	177	30	require	require	VERB
epaa-174	177	31	the	the	DET
epaa-174	177	32	urban	urban	ADJ
epaa-174	177	33	and	and	CCONJ
epaa-174	177	34	region	region	NOUN
epaa-174	177	35	variables	variable	NOUN
epaa-174	177	36	in	in	ADP
epaa-174	177	37	stage	stage	NOUN
epaa-174	177	38	1	1	NUM
epaa-174	177	39	)	)	PUNCT
epaa-174	177	40	significant	significant	ADJ
epaa-174	177	41	predictors	predictor	NOUN
epaa-174	177	42	of	of	ADP
epaa-174	177	43	graduation	graduation	NOUN
epaa-174	177	44	rates	rate	NOUN
epaa-174	177	45	(	(	PUNCT
epaa-174	177	46	f	f	NOUN
epaa-174	177	47	=	=	SYM
epaa-174	177	48	21.493	21.493	PROPN
epaa-174	177	49	,	,	PUNCT
epaa-174	177	50	p	p	X
epaa-174	177	51	<	<	X
epaa-174	177	52	.001	.001	NUM
epaa-174	177	53	)	)	PUNCT
epaa-174	177	54	,	,	PUNCT
epaa-174	177	55	as	as	SCONJ
epaa-174	177	56	are	be	AUX
epaa-174	177	57	the	the	DET
epaa-174	177	58	financial	financial	ADJ
epaa-174	177	59	variables	variable	NOUN
epaa-174	177	60	added	add	VERB
epaa-174	177	61	in	in	ADP
epaa-174	177	62	stage	stage	NOUN
epaa-174	177	63	3	3	NUM
epaa-174	177	64	(	(	PUNCT
epaa-174	177	65	f	f	PROPN
epaa-174	177	66	=	=	SYM
epaa-174	177	67	38.702	38.702	NUM
epaa-174	177	68	,	,	PUNCT
epaa-174	177	69	p	p	X
epaa-174	177	70	<	<	X
epaa-174	177	71	.001	.001	NUM
epaa-174	177	72	)	)	PUNCT
epaa-174	177	73	.	.	PUNCT
epaa-174	178	1	in	in	ADP
epaa-174	178	2	addition	addition	NOUN
epaa-174	178	3	,	,	PUNCT
epaa-174	178	4	the	the	DET
epaa-174	178	5	explanatory	explanatory	ADJ
epaa-174	178	6	power	power	NOUN
epaa-174	178	7	of	of	ADP
epaa-174	178	8	the	the	DET
epaa-174	178	9	financial	financial	ADJ
epaa-174	178	10	variables	variable	NOUN
epaa-174	178	11	alone	alone	ADV
epaa-174	178	12	(	(	PUNCT
epaa-174	178	13	r	r	NOUN
epaa-174	178	14	2	2	NUM
epaa-174	178	15	=	=	SYM
epaa-174	178	16	.383	.383	NUM
epaa-174	178	17	,	,	PUNCT
epaa-174	178	18	adj	adj	NOUN
epaa-174	178	19	r	r	NOUN
epaa-174	178	20	2	2	NUM
epaa-174	178	21	=	=	NOUN
epaa-174	178	22	.373	.373	NOUN
epaa-174	178	23	)	)	PUNCT
epaa-174	178	24	roughly	roughly	ADV
epaa-174	178	25	equals	equal	VERB
epaa-174	178	26	that	that	PRON
epaa-174	178	27	of	of	ADP
epaa-174	178	28	the	the	DET
epaa-174	178	29	institutional	institutional	ADJ
epaa-174	178	30	characteristics	characteristic	NOUN
epaa-174	178	31	variables	variable	NOUN
epaa-174	178	32	alone	alone	ADV
epaa-174	178	33	(	(	PUNCT
epaa-174	178	34	r	r	NOUN
epaa-174	178	35	2	2	NUM
epaa-174	178	36	=	=	SYM
epaa-174	178	37	.394	.394	NUM
epaa-174	178	38	,	,	PUNCT
epaa-174	178	39	adj	adj	NOUN
epaa-174	178	40	r	r	NOUN
epaa-174	178	41	2	2	NUM
epaa-174	178	42	=	=	SYM
epaa-174	178	43	.376	.376	NUM
epaa-174	178	44	)	)	PUNCT
epaa-174	178	45	.	.	PUNCT
epaa-174	179	1	each	each	PRON
epaa-174	179	2	of	of	ADP
epaa-174	179	3	these	these	DET
epaa-174	179	4	additional	additional	ADJ
epaa-174	179	5	sets	set	NOUN
epaa-174	179	6	of	of	ADP
epaa-174	179	7	predictors	predictor	NOUN
epaa-174	179	8	considerably	considerably	ADV
epaa-174	179	9	outweighs	outweigh	VERB
epaa-174	179	10	the	the	DET
epaa-174	179	11	explanatory	explanatory	ADJ
epaa-174	179	12	power	power	NOUN
epaa-174	179	13	of	of	ADP
epaa-174	179	14	the	the	DET
epaa-174	179	15	institutional	institutional	ADJ
epaa-174	179	16	demographics	demographic	NOUN
epaa-174	179	17	from	from	ADP
epaa-174	179	18	stage	stage	NOUN
epaa-174	179	19	1	1	NUM
epaa-174	179	20	(	(	PUNCT
epaa-174	179	21	r	r	NOUN
epaa-174	179	22	2	2	NUM
epaa-174	179	23	=	=	SYM
epaa-174	179	24	.133	.133	NUM
epaa-174	179	25	,	,	PUNCT
epaa-174	179	26	adj	adj	NOUN
epaa-174	179	27	r	r	NOUN
epaa-174	179	28	2	2	NUM
epaa-174	179	29	=	=	NOUN
epaa-174	179	30	.115	.115	NUM
epaa-174	179	31	)	)	PUNCT
epaa-174	179	32	.	.	PUNCT
epaa-174	180	1	limitations	limitation	NOUN
epaa-174	180	2	several	several	ADJ
epaa-174	180	3	limitations	limitation	NOUN
epaa-174	180	4	to	to	ADP
epaa-174	180	5	this	this	DET
epaa-174	180	6	study	study	NOUN
epaa-174	180	7	must	must	AUX
epaa-174	180	8	be	be	AUX
epaa-174	180	9	acknowledged	acknowledge	VERB
epaa-174	180	10	.	.	PUNCT
epaa-174	181	1	first	first	ADV
epaa-174	181	2	,	,	PUNCT
epaa-174	181	3	the	the	DET
epaa-174	181	4	study	study	NOUN
epaa-174	181	5	was	be	AUX
epaa-174	181	6	framed	frame	VERB
epaa-174	181	7	with	with	ADP
epaa-174	181	8	reference	reference	NOUN
epaa-174	181	9	to	to	ADP
epaa-174	181	10	public	public	ADJ
epaa-174	181	11	accountability	accountability	NOUN
epaa-174	181	12	for	for	ADP
epaa-174	181	13	resources	resource	NOUN
epaa-174	181	14	and	and	CCONJ
epaa-174	181	15	student	student	NOUN
epaa-174	181	16	success	success	NOUN
epaa-174	181	17	.	.	PUNCT
epaa-174	182	1	consequently	consequently	ADV
epaa-174	182	2	,	,	PUNCT
epaa-174	182	3	data	datum	NOUN
epaa-174	182	4	were	be	AUX
epaa-174	182	5	analyzed	analyze	VERB
epaa-174	182	6	from	from	ADP
epaa-174	182	7	public	public	ADJ
epaa-174	182	8	higher	high	ADJ
epaa-174	182	9	education	education	NOUN
epaa-174	182	10	institutions	institution	NOUN
epaa-174	182	11	only	only	ADV
epaa-174	182	12	.	.	PUNCT
epaa-174	183	1	while	while	SCONJ
epaa-174	183	2	this	this	DET
epaa-174	183	3	decision	decision	NOUN
epaa-174	183	4	allowed	allow	VERB
epaa-174	183	5	us	we	PRON
epaa-174	183	6	to	to	PART
epaa-174	183	7	examine	examine	VERB
epaa-174	183	8	characteristic	characteristic	ADJ
epaa-174	183	9	patterns	pattern	NOUN
epaa-174	183	10	of	of	ADP
epaa-174	183	11	these	these	DET
epaa-174	183	12	institutions	institution	NOUN
epaa-174	183	13	more	more	ADV
epaa-174	183	14	closely	closely	ADV
epaa-174	183	15	by	by	ADP
epaa-174	183	16	focusing	focus	VERB
epaa-174	183	17	the	the	DET
epaa-174	183	18	analysis	analysis	NOUN
epaa-174	183	19	and	and	CCONJ
epaa-174	183	20	interpretation	interpretation	NOUN
epaa-174	183	21	,	,	PUNCT
epaa-174	183	22	the	the	DET
epaa-174	183	23	important	important	ADJ
epaa-174	183	24	private	private	ADJ
epaa-174	183	25	sector	sector	NOUN
epaa-174	183	26	of	of	ADP
epaa-174	183	27	higher	high	ADJ
epaa-174	183	28	education	education	NOUN
epaa-174	183	29	in	in	ADP
epaa-174	183	30	the	the	DET
epaa-174	183	31	united	united	PROPN
epaa-174	183	32	states	states	PROPN
epaa-174	183	33	nonetheless	nonetheless	ADV
epaa-174	183	34	was	be	AUX
epaa-174	183	35	omitted	omit	VERB
epaa-174	183	36	from	from	ADP
epaa-174	183	37	this	this	DET
epaa-174	183	38	analysis	analysis	NOUN
epaa-174	183	39	.	.	PUNCT
epaa-174	184	1	the	the	DET
epaa-174	184	2	conclusions	conclusion	NOUN
epaa-174	184	3	and	and	CCONJ
epaa-174	184	4	recommendations	recommendation	NOUN
epaa-174	184	5	therefore	therefore	ADV
epaa-174	184	6	are	be	AUX
epaa-174	184	7	applicable	applicable	ADJ
epaa-174	184	8	only	only	ADV
epaa-174	184	9	to	to	ADP
epaa-174	184	10	public	public	ADJ
epaa-174	184	11	colleges	college	NOUN
epaa-174	184	12	and	and	CCONJ
epaa-174	184	13	universities	university	NOUN
epaa-174	184	14	.	.	PUNCT
epaa-174	185	1	it	it	PRON
epaa-174	185	2	is	be	AUX
epaa-174	185	3	unclear	unclear	ADJ
epaa-174	185	4	whether	whether	SCONJ
epaa-174	185	5	or	or	CCONJ
epaa-174	185	6	how	how	SCONJ
epaa-174	185	7	these	these	DET
epaa-174	185	8	findings	finding	NOUN
epaa-174	185	9	would	would	AUX
epaa-174	185	10	apply	apply	VERB
epaa-174	185	11	to	to	ADP
epaa-174	185	12	private	private	ADJ
epaa-174	185	13	institutions	institution	NOUN
epaa-174	185	14	of	of	ADP
epaa-174	185	15	higher	high	ADJ
epaa-174	185	16	education	education	NOUN
epaa-174	185	17	.	.	PUNCT
epaa-174	186	1	second	second	ADJ
epaa-174	186	2	,	,	PUNCT
epaa-174	186	3	although	although	SCONJ
epaa-174	186	4	this	this	DET
epaa-174	186	5	study	study	NOUN
epaa-174	186	6	focuses	focus	VERB
epaa-174	186	7	on	on	ADP
epaa-174	186	8	student	student	NOUN
epaa-174	186	9	success	success	NOUN
epaa-174	186	10	in	in	ADP
epaa-174	186	11	terms	term	NOUN
epaa-174	186	12	of	of	ADP
epaa-174	186	13	graduation	graduation	NOUN
epaa-174	186	14	rates	rate	NOUN
epaa-174	186	15	,	,	PUNCT
epaa-174	186	16	it	it	PRON
epaa-174	186	17	is	be	AUX
epaa-174	186	18	important	important	ADJ
epaa-174	186	19	to	to	PART
epaa-174	186	20	note	note	VERB
epaa-174	186	21	that	that	SCONJ
epaa-174	186	22	this	this	DET
epaa-174	186	23	study	study	NOUN
epaa-174	186	24	reveals	reveal	VERB
epaa-174	186	25	little	little	ADJ
epaa-174	186	26	about	about	ADP
epaa-174	186	27	the	the	DET
epaa-174	186	28	qualities	quality	NOUN
epaa-174	186	29	of	of	ADP
epaa-174	186	30	student	student	NOUN
epaa-174	186	31	-	-	PUNCT
epaa-174	186	32	level	level	NOUN
epaa-174	186	33	experiences	experience	NOUN
epaa-174	186	34	(	(	PUNCT
epaa-174	186	35	tinto	tinto	NOUN
epaa-174	186	36	,	,	PUNCT
epaa-174	186	37	1998	1998	NUM
epaa-174	186	38	)	)	PUNCT
epaa-174	186	39	that	that	PRON
epaa-174	186	40	also	also	ADV
epaa-174	186	41	certainly	certainly	ADV
epaa-174	186	42	influence	influence	VERB
epaa-174	186	43	graduation	graduation	NOUN
epaa-174	186	44	rates	rate	NOUN
epaa-174	186	45	.	.	PUNCT
epaa-174	187	1	numerous	numerous	ADJ
epaa-174	187	2	other	other	ADJ
epaa-174	187	3	considerations	consideration	NOUN
epaa-174	187	4	,	,	PUNCT
epaa-174	187	5	such	such	ADJ
epaa-174	187	6	as	as	ADP
epaa-174	187	7	the	the	DET
epaa-174	187	8	nature	nature	NOUN
epaa-174	187	9	of	of	ADP
epaa-174	187	10	educational	educational	ADJ
epaa-174	187	11	environments	environment	NOUN
epaa-174	187	12	,	,	PUNCT
epaa-174	187	13	the	the	DET
epaa-174	187	14	quality	quality	NOUN
epaa-174	187	15	of	of	ADP
epaa-174	187	16	student	student	NOUN
epaa-174	187	17	/	/	SYM
epaa-174	187	18	instructor	instructor	NOUN
epaa-174	187	19	interactions	interaction	NOUN
epaa-174	187	20	,	,	PUNCT
epaa-174	187	21	and	and	CCONJ
epaa-174	187	22	students	student	NOUN
epaa-174	187	23	’	'	PUNCT
epaa-174	187	24	use	use	NOUN
epaa-174	187	25	of	of	ADP
epaa-174	187	26	available	available	ADJ
epaa-174	187	27	resources	resource	NOUN
epaa-174	187	28	,	,	PUNCT
epaa-174	187	29	reveal	reveal	VERB
epaa-174	187	30	the	the	DET
epaa-174	187	31	more	more	ADV
epaa-174	187	32	subtle	subtle	ADJ
epaa-174	187	33	finer	fine	ADJ
epaa-174	187	34	points	point	NOUN
epaa-174	187	35	of	of	ADP
epaa-174	187	36	successful	successful	ADJ
epaa-174	187	37	educational	educational	ADJ
epaa-174	187	38	experiences	experience	NOUN
epaa-174	187	39	.	.	PUNCT
epaa-174	188	1	this	this	DET
epaa-174	188	2	study	study	NOUN
epaa-174	188	3	addresses	address	VERB
epaa-174	188	4	these	these	DET
epaa-174	188	5	issues	issue	NOUN
epaa-174	188	6	only	only	ADV
epaa-174	188	7	obliquely	obliquely	ADV
epaa-174	188	8	,	,	PUNCT
epaa-174	188	9	through	through	ADP
epaa-174	188	10	its	its	PRON
epaa-174	188	11	focus	focus	NOUN
epaa-174	188	12	on	on	ADP
epaa-174	188	13	the	the	DET
epaa-174	188	14	deployment	deployment	NOUN
epaa-174	188	15	and	and	CCONJ
epaa-174	188	16	allocation	allocation	NOUN
epaa-174	188	17	of	of	ADP
epaa-174	188	18	institutional	institutional	ADJ
epaa-174	188	19	financial	financial	ADJ
epaa-174	188	20	resources	resource	NOUN
epaa-174	188	21	that	that	PRON
epaa-174	188	22	enable	enable	VERB
epaa-174	188	23	provision	provision	NOUN
epaa-174	188	24	and/or	and/or	CCONJ
epaa-174	188	25	enhancement	enhancement	NOUN
epaa-174	188	26	of	of	ADP
epaa-174	188	27	the	the	DET
epaa-174	188	28	educational	educational	ADJ
epaa-174	188	29	experience	experience	NOUN
epaa-174	188	30	.	.	PUNCT
epaa-174	189	1	third	third	ADJ
epaa-174	189	2	,	,	PUNCT
epaa-174	189	3	institutional	institutional	ADJ
epaa-174	189	4	expenditure	expenditure	NOUN
epaa-174	189	5	categories	category	NOUN
epaa-174	189	6	were	be	AUX
epaa-174	189	7	compared	compare	VERB
epaa-174	189	8	across	across	ADP
epaa-174	189	9	institutions	institution	NOUN
epaa-174	189	10	,	,	PUNCT
epaa-174	189	11	and	and	CCONJ
epaa-174	189	12	expenditure	expenditure	NOUN
epaa-174	189	13	categories	category	NOUN
epaa-174	189	14	were	be	AUX
epaa-174	189	15	aggregated	aggregate	VERB
epaa-174	189	16	broadly	broadly	ADV
epaa-174	189	17	in	in	ADP
epaa-174	189	18	the	the	DET
epaa-174	189	19	original	original	ADJ
epaa-174	189	20	ipeds	iped	NOUN
epaa-174	189	21	data	datum	NOUN
epaa-174	189	22	set	set	VERB
epaa-174	189	23	.	.	PUNCT
epaa-174	190	1	15	15	NUM
epaa-174	190	2	of	of	ADP
epaa-174	190	3	23	23	NUM
epaa-174	190	4	although	although	SCONJ
epaa-174	190	5	the	the	DET
epaa-174	190	6	outcome	outcome	NOUN
epaa-174	190	7	variable	variable	NOUN
epaa-174	190	8	here	here	ADV
epaa-174	190	9	is	be	AUX
epaa-174	190	10	undergraduate	undergraduate	ADJ
epaa-174	190	11	graduation	graduation	NOUN
epaa-174	190	12	rates	rate	NOUN
epaa-174	190	13	,	,	PUNCT
epaa-174	190	14	it	it	PRON
epaa-174	190	15	was	be	AUX
epaa-174	190	16	not	not	PART
epaa-174	190	17	possible	possible	ADJ
epaa-174	190	18	to	to	PART
epaa-174	190	19	distinguish	distinguish	VERB
epaa-174	190	20	amounts	amount	NOUN
epaa-174	190	21	expended	expend	VERB
epaa-174	190	22	on	on	ADP
epaa-174	190	23	graduate	graduate	NOUN
epaa-174	190	24	programs	program	NOUN
epaa-174	190	25	and	and	CCONJ
epaa-174	190	26	graduate	graduate	ADJ
epaa-174	190	27	students	student	NOUN
epaa-174	190	28	from	from	ADP
epaa-174	190	29	those	those	PRON
epaa-174	190	30	related	relate	VERB
epaa-174	190	31	to	to	AUX
epaa-174	190	32	undergraduate	undergraduate	VERB
epaa-174	190	33	programs	program	NOUN
epaa-174	190	34	and	and	CCONJ
epaa-174	190	35	undergraduate	undergraduate	ADJ
epaa-174	190	36	students	student	NOUN
epaa-174	190	37	.	.	PUNCT
epaa-174	191	1	incorporating	incorporate	VERB
epaa-174	191	2	carnegie	carnegie	NOUN
epaa-174	191	3	classification	classification	NOUN
epaa-174	191	4	into	into	ADP
epaa-174	191	5	the	the	DET
epaa-174	191	6	analysis	analysis	NOUN
epaa-174	191	7	represented	represent	VERB
epaa-174	191	8	a	a	DET
epaa-174	191	9	partial	partial	ADJ
epaa-174	191	10	control	control	NOUN
epaa-174	191	11	for	for	ADP
epaa-174	191	12	this	this	DET
epaa-174	191	13	lacuna	lacuna	NOUN
epaa-174	191	14	since	since	SCONJ
epaa-174	191	15	the	the	DET
epaa-174	191	16	carnegie	carnegie	NOUN
epaa-174	191	17	classification	classification	NOUN
epaa-174	191	18	system	system	NOUN
epaa-174	191	19	is	be	AUX
epaa-174	191	20	based	base	VERB
epaa-174	191	21	partly	partly	ADV
epaa-174	191	22	on	on	ADP
epaa-174	191	23	the	the	DET
epaa-174	191	24	existence	existence	NOUN
epaa-174	191	25	and	and	CCONJ
epaa-174	191	26	scope	scope	NOUN
epaa-174	191	27	of	of	ADP
epaa-174	191	28	graduate	graduate	NOUN
epaa-174	191	29	programs	program	NOUN
epaa-174	191	30	,	,	PUNCT
epaa-174	191	31	but	but	CCONJ
epaa-174	191	32	the	the	DET
epaa-174	191	33	internal	internal	ADJ
epaa-174	191	34	allocations	allocation	NOUN
epaa-174	191	35	of	of	ADP
epaa-174	191	36	institutions	institution	NOUN
epaa-174	191	37	for	for	ADP
epaa-174	191	38	undergraduate	undergraduate	NOUN
epaa-174	191	39	and	and	CCONJ
epaa-174	191	40	graduate	graduate	NOUN
epaa-174	191	41	purposes	purpose	NOUN
epaa-174	191	42	were	be	AUX
epaa-174	191	43	not	not	PART
epaa-174	191	44	available	available	ADJ
epaa-174	191	45	.	.	PUNCT
epaa-174	192	1	a	a	DET
epaa-174	192	2	related	relate	VERB
epaa-174	192	3	limitation	limitation	NOUN
epaa-174	192	4	is	be	AUX
epaa-174	192	5	the	the	DET
epaa-174	192	6	inability	inability	NOUN
epaa-174	192	7	to	to	PART
epaa-174	192	8	disaggregate	disaggregate	VERB
epaa-174	192	9	financial	financial	ADJ
epaa-174	192	10	aid	aid	NOUN
epaa-174	192	11	data	datum	NOUN
epaa-174	192	12	into	into	ADP
epaa-174	192	13	separate	separate	ADJ
epaa-174	192	14	expenditures	expenditure	NOUN
epaa-174	192	15	on	on	ADP
epaa-174	192	16	undergraduate	undergraduate	NOUN
epaa-174	192	17	and	and	CCONJ
epaa-174	192	18	graduate	graduate	ADJ
epaa-174	192	19	/	/	SYM
epaa-174	192	20	professional	professional	ADJ
epaa-174	192	21	education	education	NOUN
epaa-174	192	22	using	use	VERB
epaa-174	192	23	the	the	DET
epaa-174	192	24	ipeds	iped	NOUN
epaa-174	192	25	database	database	NOUN
epaa-174	192	26	.	.	PUNCT
epaa-174	193	1	consequently	consequently	ADV
epaa-174	193	2	,	,	PUNCT
epaa-174	193	3	it	it	PRON
epaa-174	193	4	is	be	AUX
epaa-174	193	5	impossible	impossible	ADJ
epaa-174	193	6	to	to	PART
epaa-174	193	7	determine	determine	VERB
epaa-174	193	8	the	the	DET
epaa-174	193	9	extent	extent	NOUN
epaa-174	193	10	to	to	PART
epaa-174	193	11	which	which	PRON
epaa-174	193	12	financial	financial	ADJ
epaa-174	193	13	aid	aid	NOUN
epaa-174	193	14	is	be	AUX
epaa-174	193	15	awarded	award	VERB
epaa-174	193	16	to	to	PART
epaa-174	193	17	undergraduate	undergraduate	VERB
epaa-174	193	18	or	or	CCONJ
epaa-174	193	19	graduate	graduate	ADJ
epaa-174	193	20	students	student	NOUN
epaa-174	193	21	.	.	PUNCT
epaa-174	194	1	presumably	presumably	ADV
epaa-174	194	2	,	,	PUNCT
epaa-174	194	3	institutional	institutional	ADJ
epaa-174	194	4	financial	financial	ADJ
epaa-174	194	5	aid	aid	NOUN
epaa-174	194	6	awarded	award	VERB
epaa-174	194	7	to	to	PART
epaa-174	194	8	undergraduate	undergraduate	VERB
epaa-174	194	9	students	student	NOUN
epaa-174	194	10	could	could	AUX
epaa-174	194	11	be	be	AUX
epaa-174	194	12	“	"	PUNCT
epaa-174	194	13	merit	merit	NOUN
epaa-174	194	14	-	-	PUNCT
epaa-174	194	15	based	base	VERB
epaa-174	194	16	,	,	PUNCT
epaa-174	194	17	”	"	PUNCT
epaa-174	194	18	meaning	mean	VERB
epaa-174	194	19	that	that	SCONJ
epaa-174	194	20	it	it	PRON
epaa-174	194	21	is	be	AUX
epaa-174	194	22	used	use	VERB
epaa-174	194	23	to	to	PART
epaa-174	194	24	encourage	encourage	VERB
epaa-174	194	25	enrollment	enrollment	NOUN
epaa-174	194	26	by	by	ADP
epaa-174	194	27	rewarding	reward	VERB
epaa-174	194	28	talent	talent	NOUN
epaa-174	194	29	and	and	CCONJ
epaa-174	194	30	therefore	therefore	ADV
epaa-174	194	31	is	be	AUX
epaa-174	194	32	seen	see	VERB
epaa-174	194	33	as	as	ADP
epaa-174	194	34	a	a	DET
epaa-174	194	35	way	way	NOUN
epaa-174	194	36	of	of	ADP
epaa-174	194	37	positively	positively	ADV
epaa-174	194	38	connecting	connect	VERB
epaa-174	194	39	students	student	NOUN
epaa-174	194	40	to	to	ADP
epaa-174	194	41	their	their	PRON
epaa-174	194	42	college	college	NOUN
epaa-174	194	43	or	or	CCONJ
epaa-174	194	44	university	university	NOUN
epaa-174	194	45	(	(	PUNCT
epaa-174	194	46	see	see	VERB
epaa-174	194	47	astin	astin	PROPN
epaa-174	194	48	,	,	PUNCT
epaa-174	194	49	1993	1993	NUM
epaa-174	194	50	)	)	PUNCT
epaa-174	194	51	.	.	PUNCT
epaa-174	195	1	graduate	graduate	NOUN
epaa-174	195	2	student	student	NOUN
epaa-174	195	3	aid	aid	NOUN
epaa-174	195	4	could	could	AUX
epaa-174	195	5	include	include	VERB
epaa-174	195	6	fee	fee	NOUN
epaa-174	195	7	remissions	remission	NOUN
epaa-174	195	8	or	or	CCONJ
epaa-174	195	9	other	other	ADJ
epaa-174	195	10	forms	form	NOUN
epaa-174	195	11	of	of	ADP
epaa-174	195	12	aid	aid	NOUN
epaa-174	195	13	that	that	PRON
epaa-174	195	14	presumably	presumably	ADV
epaa-174	195	15	have	have	VERB
epaa-174	195	16	different	different	ADJ
epaa-174	195	17	purposes	purpose	NOUN
epaa-174	195	18	,	,	PUNCT
epaa-174	195	19	but	but	CCONJ
epaa-174	195	20	it	it	PRON
epaa-174	195	21	is	be	AUX
epaa-174	195	22	not	not	PART
epaa-174	195	23	possible	possible	ADJ
epaa-174	195	24	to	to	PART
epaa-174	195	25	disaggregate	disaggregate	VERB
epaa-174	195	26	the	the	DET
epaa-174	195	27	ipeds	iped	NOUN
epaa-174	195	28	financial	financial	ADJ
epaa-174	195	29	aid	aid	NOUN
epaa-174	195	30	data	datum	NOUN
epaa-174	195	31	in	in	ADP
epaa-174	195	32	this	this	DET
epaa-174	195	33	manner	manner	NOUN
epaa-174	195	34	.	.	PUNCT
epaa-174	196	1	finally	finally	ADV
epaa-174	196	2	,	,	PUNCT
epaa-174	196	3	cross	cross	ADJ
epaa-174	196	4	-	-	ADJ
epaa-174	196	5	sectional	sectional	ADJ
epaa-174	196	6	data	datum	NOUN
epaa-174	196	7	from	from	ADP
epaa-174	196	8	one	one	NUM
epaa-174	196	9	year	year	NOUN
epaa-174	196	10	(	(	PUNCT
epaa-174	196	11	1997	1997	NUM
epaa-174	196	12	-	-	SYM
epaa-174	196	13	98	98	NUM
epaa-174	196	14	)	)	PUNCT
epaa-174	196	15	were	be	AUX
epaa-174	196	16	used	use	VERB
epaa-174	196	17	in	in	ADP
epaa-174	196	18	this	this	DET
epaa-174	196	19	analysis	analysis	NOUN
epaa-174	196	20	.	.	PUNCT
epaa-174	197	1	this	this	DET
epaa-174	197	2	study	study	NOUN
epaa-174	197	3	thus	thus	ADV
epaa-174	197	4	provides	provide	VERB
epaa-174	197	5	a	a	DET
epaa-174	197	6	snapshot	snapshot	NOUN
epaa-174	197	7	of	of	ADP
epaa-174	197	8	a	a	DET
epaa-174	197	9	single	single	ADJ
epaa-174	197	10	year	year	NOUN
epaa-174	197	11	’s	’s	PART
epaa-174	197	12	allocations	allocation	NOUN
epaa-174	197	13	and	and	CCONJ
epaa-174	197	14	expenditures	expenditure	NOUN
epaa-174	197	15	across	across	ADP
epaa-174	197	16	a	a	DET
epaa-174	197	17	large	large	ADJ
epaa-174	197	18	number	number	NOUN
epaa-174	197	19	of	of	ADP
epaa-174	197	20	institutions	institution	NOUN
epaa-174	197	21	.	.	PUNCT
epaa-174	198	1	although	although	SCONJ
epaa-174	198	2	revenues	revenue	NOUN
epaa-174	198	3	and	and	CCONJ
epaa-174	198	4	allocations	allocation	NOUN
epaa-174	198	5	generally	generally	ADV
epaa-174	198	6	remain	remain	VERB
epaa-174	198	7	constant	constant	ADJ
epaa-174	198	8	with	with	ADP
epaa-174	198	9	the	the	DET
epaa-174	198	10	exceptions	exception	NOUN
epaa-174	198	11	of	of	ADP
epaa-174	198	12	incremental	incremental	ADJ
epaa-174	198	13	adjustments¾a	adjustments¾a	NOUN
epaa-174	198	14	common	common	ADJ
epaa-174	198	15	form	form	NOUN
epaa-174	198	16	of	of	ADP
epaa-174	198	17	budgeting	budgeting	NOUN
epaa-174	198	18	(	(	PUNCT
epaa-174	198	19	dickmeyer	dickmeyer	PROPN
epaa-174	198	20	,	,	PUNCT
epaa-174	198	21	1996	1996	NUM
epaa-174	198	22	;	;	PUNCT
epaa-174	198	23	woodard	woodard	PROPN
epaa-174	198	24	&	&	CCONJ
epaa-174	198	25	von	von	PROPN
epaa-174	198	26	destinon	destinon	PROPN
epaa-174	198	27	,	,	PUNCT
epaa-174	198	28	2000)¾a	2000)¾a	NUM
epaa-174	198	29	longitudinal	longitudinal	ADJ
epaa-174	198	30	design	design	NOUN
epaa-174	198	31	would	would	AUX
epaa-174	198	32	be	be	AUX
epaa-174	198	33	needed	need	VERB
epaa-174	198	34	to	to	PART
epaa-174	198	35	account	account	VERB
epaa-174	198	36	for	for	ADP
epaa-174	198	37	multiple	multiple	ADJ
epaa-174	198	38	-	-	PUNCT
epaa-174	198	39	year	year	NOUN
epaa-174	198	40	trends	trend	NOUN
epaa-174	198	41	or	or	CCONJ
epaa-174	198	42	changes	change	NOUN
epaa-174	198	43	in	in	ADP
epaa-174	198	44	expenditure	expenditure	NOUN
epaa-174	198	45	patterns	pattern	NOUN
epaa-174	198	46	,	,	PUNCT
epaa-174	198	47	to	to	PART
epaa-174	198	48	test	test	VERB
epaa-174	198	49	the	the	DET
epaa-174	198	50	long	long	ADJ
epaa-174	198	51	-	-	PUNCT
epaa-174	198	52	range	range	NOUN
epaa-174	198	53	applicability	applicability	NOUN
epaa-174	198	54	and	and	CCONJ
epaa-174	198	55	stability	stability	NOUN
epaa-174	198	56	of	of	ADP
epaa-174	198	57	this	this	DET
epaa-174	198	58	model	model	NOUN
epaa-174	198	59	over	over	ADP
epaa-174	198	60	a	a	DET
epaa-174	198	61	period	period	NOUN
epaa-174	198	62	greater	great	ADJ
epaa-174	198	63	than	than	ADP
epaa-174	198	64	one	one	NUM
epaa-174	198	65	year	year	NOUN
epaa-174	198	66	.	.	PUNCT
epaa-174	199	1	discussion	discussion	NOUN
epaa-174	199	2	,	,	PUNCT
epaa-174	199	3	conclusions	conclusion	NOUN
epaa-174	199	4	,	,	PUNCT
epaa-174	199	5	and	and	CCONJ
epaa-174	199	6	implications	implication	NOUN
epaa-174	199	7	as	as	SCONJ
epaa-174	199	8	is	be	AUX
epaa-174	199	9	clear	clear	ADJ
epaa-174	199	10	from	from	ADP
epaa-174	199	11	the	the	DET
epaa-174	199	12	findings	finding	NOUN
epaa-174	199	13	above	above	ADV
epaa-174	199	14	,	,	PUNCT
epaa-174	199	15	not	not	PART
epaa-174	199	16	all	all	DET
epaa-174	199	17	categories	category	NOUN
epaa-174	199	18	of	of	ADP
epaa-174	199	19	variables	variable	NOUN
epaa-174	199	20	affect	affect	VERB
epaa-174	199	21	graduation	graduation	NOUN
epaa-174	199	22	rates	rate	NOUN
epaa-174	199	23	equally	equally	ADV
epaa-174	199	24	.	.	PUNCT
epaa-174	200	1	the	the	DET
epaa-174	200	2	institutional	institutional	ADJ
epaa-174	200	3	demographic	demographic	ADJ
epaa-174	200	4	variables	variable	NOUN
epaa-174	200	5	contributing	contribute	VERB
epaa-174	200	6	to	to	ADP
epaa-174	200	7	a	a	DET
epaa-174	200	8	prediction	prediction	NOUN
epaa-174	200	9	of	of	ADP
epaa-174	200	10	higher	high	ADJ
epaa-174	200	11	graduation	graduation	NOUN
epaa-174	200	12	rates	rate	NOUN
epaa-174	200	13	were	be	AUX
epaa-174	200	14	:	:	PUNCT
epaa-174	200	15	higher	high	ADJ
epaa-174	200	16	status	status	NOUN
epaa-174	200	17	within	within	ADP
epaa-174	200	18	the	the	DET
epaa-174	200	19	carnegie	carnegie	NOUN
epaa-174	200	20	classification	classification	NOUN
epaa-174	200	21	system	system	NOUN
epaa-174	200	22	;	;	PUNCT
epaa-174	200	23	the	the	DET
epaa-174	200	24	presence	presence	NOUN
epaa-174	200	25	of	of	ADP
epaa-174	200	26	a	a	DET
epaa-174	200	27	medical	medical	ADJ
epaa-174	200	28	,	,	PUNCT
epaa-174	200	29	dental	dental	ADJ
epaa-174	200	30	,	,	PUNCT
epaa-174	200	31	or	or	CCONJ
epaa-174	200	32	veterinary	veterinary	ADJ
epaa-174	200	33	program	program	NOUN
epaa-174	200	34	;	;	PUNCT
epaa-174	200	35	a	a	DET
epaa-174	200	36	more	more	ADV
epaa-174	200	37	urbanized	urbanized	ADJ
epaa-174	200	38	location	location	NOUN
epaa-174	200	39	;	;	PUNCT
epaa-174	200	40	and	and	CCONJ
epaa-174	200	41	a	a	DET
epaa-174	200	42	lower	low	ADJ
epaa-174	200	43	percentage	percentage	NOUN
epaa-174	200	44	of	of	ADP
epaa-174	200	45	applicants	applicant	NOUN
epaa-174	200	46	admitted	admit	VERB
epaa-174	200	47	.	.	PUNCT
epaa-174	201	1	the	the	DET
epaa-174	201	2	medical	medical	ADJ
epaa-174	201	3	and	and	CCONJ
epaa-174	201	4	urban	urban	ADJ
epaa-174	201	5	variables	variable	NOUN
epaa-174	201	6	combined	combine	VERB
epaa-174	201	7	to	to	PART
epaa-174	201	8	produce	produce	VERB
epaa-174	201	9	an	an	DET
epaa-174	201	10	interactive	interactive	ADJ
epaa-174	201	11	effect	effect	NOUN
epaa-174	201	12	on	on	ADP
epaa-174	201	13	graduation	graduation	NOUN
epaa-174	201	14	rates	rate	NOUN
epaa-174	201	15	.	.	PUNCT
epaa-174	202	1	however	however	ADV
epaa-174	202	2	,	,	PUNCT
epaa-174	202	3	many	many	ADJ
epaa-174	202	4	of	of	ADP
epaa-174	202	5	these	these	DET
epaa-174	202	6	variables	variable	NOUN
epaa-174	202	7	represent	represent	VERB
epaa-174	202	8	characteristics	characteristic	NOUN
epaa-174	202	9	or	or	CCONJ
epaa-174	202	10	conditions	condition	NOUN
epaa-174	202	11	over	over	ADP
epaa-174	202	12	which	which	PRON
epaa-174	202	13	institutions	institution	NOUN
epaa-174	202	14	have	have	VERB
epaa-174	202	15	little	little	ADJ
epaa-174	202	16	to	to	ADP
epaa-174	202	17	no	no	DET
epaa-174	202	18	control	control	NOUN
epaa-174	202	19	.	.	PUNCT
epaa-174	203	1	characteristics	characteristic	NOUN
epaa-174	203	2	such	such	ADJ
epaa-174	203	3	as	as	ADP
epaa-174	203	4	regional	regional	ADJ
epaa-174	203	5	location	location	NOUN
epaa-174	203	6	are	be	AUX
epaa-174	203	7	more	more	ADV
epaa-174	203	8	or	or	CCONJ
epaa-174	203	9	less	less	ADV
epaa-174	203	10	fixed	fix	VERB
epaa-174	203	11	features	feature	NOUN
epaa-174	203	12	of	of	ADP
epaa-174	203	13	an	an	DET
epaa-174	203	14	institution	institution	NOUN
epaa-174	203	15	.	.	PUNCT
epaa-174	204	1	mission	mission	NOUN
epaa-174	204	2	(	(	PUNCT
epaa-174	204	3	e.g.	e.g.	ADV
epaa-174	204	4	,	,	PUNCT
epaa-174	204	5	inclusion	inclusion	NOUN
epaa-174	204	6	of	of	ADP
epaa-174	204	7	a	a	DET
epaa-174	204	8	medical	medical	ADJ
epaa-174	204	9	,	,	PUNCT
epaa-174	204	10	dental	dental	ADJ
epaa-174	204	11	,	,	PUNCT
epaa-174	204	12	or	or	CCONJ
epaa-174	204	13	veterinary	veterinary	ADJ
epaa-174	204	14	program	program	NOUN
epaa-174	204	15	;	;	PUNCT
epaa-174	204	16	admissions	admission	NOUN
epaa-174	204	17	selectivity	selectivity	NOUN
epaa-174	204	18	)	)	PUNCT
epaa-174	204	19	and	and	CCONJ
epaa-174	204	20	carnegie	carnegie	NOUN
epaa-174	204	21	classification	classification	NOUN
epaa-174	204	22	represent	represent	VERB
epaa-174	204	23	characteristics	characteristic	NOUN
epaa-174	204	24	that	that	PRON
epaa-174	204	25	could	could	AUX
epaa-174	204	26	be	be	AUX
epaa-174	204	27	affected	affect	VERB
epaa-174	204	28	(	(	PUNCT
epaa-174	204	29	and	and	CCONJ
epaa-174	204	30	likely	likely	ADV
epaa-174	204	31	have	have	AUX
epaa-174	204	32	been	be	AUX
epaa-174	204	33	affected	affect	VERB
epaa-174	204	34	,	,	PUNCT
epaa-174	204	35	as	as	SCONJ
epaa-174	204	36	many	many	ADJ
epaa-174	204	37	of	of	ADP
epaa-174	204	38	these	these	DET
epaa-174	204	39	institutions	institution	NOUN
epaa-174	204	40	have	have	AUX
epaa-174	204	41	“	"	PUNCT
epaa-174	204	42	climbed	climb	VERB
epaa-174	204	43	”	"	PUNCT
epaa-174	204	44	the	the	DET
epaa-174	204	45	carnegie	carnegie	NOUN
epaa-174	204	46	“	"	PUNCT
epaa-174	204	47	ladder	ladder	NOUN
epaa-174	204	48	”	"	PUNCT
epaa-174	204	49	)	)	PUNCT
epaa-174	204	50	through	through	ADP
epaa-174	204	51	institutional	institutional	ADJ
epaa-174	204	52	and	and	CCONJ
epaa-174	204	53	political	political	ADJ
epaa-174	204	54	processes	process	NOUN
epaa-174	204	55	.	.	PUNCT
epaa-174	205	1	however	however	ADV
epaa-174	205	2	,	,	PUNCT
epaa-174	205	3	these	these	DET
epaa-174	205	4	characteristics	characteristic	NOUN
epaa-174	205	5	are	be	AUX
epaa-174	205	6	not	not	PART
epaa-174	205	7	highly	highly	ADV
epaa-174	205	8	or	or	CCONJ
epaa-174	205	9	readily	readily	ADV
epaa-174	205	10	malleable	malleable	ADJ
epaa-174	205	11	.	.	PUNCT
epaa-174	206	1	additional	additional	ADJ
epaa-174	206	2	variables	variable	NOUN
epaa-174	206	3	in	in	ADP
epaa-174	206	4	the	the	DET
epaa-174	206	5	model	model	NOUN
epaa-174	206	6	,	,	PUNCT
epaa-174	206	7	however	however	ADV
epaa-174	206	8	,	,	PUNCT
epaa-174	206	9	represent	represent	VERB
epaa-174	206	10	decision	decision	NOUN
epaa-174	206	11	points	point	NOUN
epaa-174	206	12	that	that	PRON
epaa-174	206	13	are	be	AUX
epaa-174	206	14	more	more	ADV
epaa-174	206	15	readily	readily	ADV
epaa-174	206	16	subject	subject	ADJ
epaa-174	206	17	to	to	ADP
epaa-174	206	18	policy	policy	NOUN
epaa-174	206	19	discussions	discussion	NOUN
epaa-174	206	20	and	and	CCONJ
epaa-174	206	21	institutional	institutional	ADJ
epaa-174	206	22	decisionmaking	decisionmaking	NOUN
epaa-174	206	23	,	,	PUNCT
epaa-174	206	24	and	and	CCONJ
epaa-174	206	25	may	may	AUX
epaa-174	206	26	represent	represent	VERB
epaa-174	206	27	promising	promising	ADJ
epaa-174	206	28	levers	lever	NOUN
epaa-174	206	29	for	for	ADP
epaa-174	206	30	institutional	institutional	ADJ
epaa-174	206	31	decisionmakers	decisionmaker	NOUN
epaa-174	206	32	or	or	CCONJ
epaa-174	206	33	external	external	ADJ
epaa-174	206	34	policymakers	policymaker	NOUN
epaa-174	206	35	.	.	PUNCT
epaa-174	207	1	there	there	PRON
epaa-174	207	2	are	be	VERB
epaa-174	207	3	important	important	ADJ
epaa-174	207	4	differences	difference	NOUN
epaa-174	207	5	among	among	ADP
epaa-174	207	6	public	public	ADJ
epaa-174	207	7	institutions	institution	NOUN
epaa-174	207	8	at	at	ADP
epaa-174	207	9	different	different	ADJ
epaa-174	207	10	carnegie	carnegie	NOUN
epaa-174	207	11	levels	level	NOUN
epaa-174	207	12	(	(	PUNCT
epaa-174	207	13	winston	winston	NOUN
epaa-174	207	14	,	,	PUNCT
epaa-174	207	15	carbone	carbone	NOUN
epaa-174	207	16	,	,	PUNCT
epaa-174	207	17	&	&	CCONJ
epaa-174	207	18	lewis	lewis	PROPN
epaa-174	207	19	,	,	PUNCT
epaa-174	207	20	1998	1998	NUM
epaa-174	207	21	,	,	PUNCT
epaa-174	207	22	pp	pp	ADJ
epaa-174	207	23	.	.	PUNCT
epaa-174	208	1	21	21	NUM
epaa-174	208	2	-	-	SYM
epaa-174	208	3	22	22	NUM
epaa-174	208	4	)	)	PUNCT
epaa-174	208	5	in	in	ADP
epaa-174	208	6	their	their	PRON
epaa-174	208	7	ability	ability	NOUN
epaa-174	208	8	to	to	PART
epaa-174	208	9	accommodate	accommodate	VERB
epaa-174	208	10	the	the	DET
epaa-174	208	11	recent	recent	ADJ
epaa-174	208	12	trend	trend	NOUN
epaa-174	208	13	of	of	ADP
epaa-174	208	14	privatizing	privatize	VERB
epaa-174	208	15	public	public	ADJ
epaa-174	208	16	sector	sector	NOUN
epaa-174	208	17	education	education	NOUN
epaa-174	208	18	through	through	ADP
epaa-174	208	19	the	the	DET
epaa-174	208	20	withdrawal	withdrawal	NOUN
epaa-174	208	21	of	of	ADP
epaa-174	208	22	public	public	ADJ
epaa-174	208	23	support	support	NOUN
epaa-174	208	24	in	in	ADP
epaa-174	208	25	the	the	DET
epaa-174	208	26	16	16	NUM
epaa-174	208	27	of	of	ADP
epaa-174	208	28	23	23	NUM
epaa-174	208	29	face	face	NOUN
epaa-174	208	30	of	of	ADP
epaa-174	208	31	growing	grow	VERB
epaa-174	208	32	enrollments	enrollment	NOUN
epaa-174	208	33	:	:	PUNCT
epaa-174	208	34	the	the	DET
epaa-174	208	35	strongest	strong	ADJ
epaa-174	208	36	schools	school	NOUN
epaa-174	208	37	were	be	AUX
epaa-174	208	38	apparently	apparently	ADV
epaa-174	208	39	able	able	ADJ
epaa-174	208	40	both	both	PRON
epaa-174	208	41	to	to	PART
epaa-174	208	42	discourage	discourage	VERB
epaa-174	208	43	enrollments	enrollment	NOUN
epaa-174	208	44	,	,	PUNCT
epaa-174	208	45	husbanding	husband	VERB
epaa-174	208	46	their	their	PRON
epaa-174	208	47	subsidy	subsidy	NOUN
epaa-174	208	48	resources	resource	NOUN
epaa-174	208	49	,	,	PUNCT
epaa-174	208	50	and	and	CCONJ
epaa-174	208	51	to	to	PART
epaa-174	208	52	raise	raise	VERB
epaa-174	208	53	net	net	ADJ
epaa-174	208	54	tuitions	tuition	NOUN
epaa-174	208	55	,	,	PUNCT
epaa-174	208	56	increasing	increase	VERB
epaa-174	208	57	their	their	PRON
epaa-174	208	58	share	share	NOUN
epaa-174	208	59	of	of	ADP
epaa-174	208	60	costs	cost	NOUN
epaa-174	208	61	borne	bear	VERB
epaa-174	208	62	by	by	ADP
epaa-174	208	63	their	their	PRON
epaa-174	208	64	students	student	NOUN
epaa-174	208	65	’	’	PART
epaa-174	208	66	tuition	tuition	NOUN
epaa-174	208	67	income	income	NOUN
epaa-174	208	68	.	.	PUNCT
epaa-174	209	1	the	the	DET
epaa-174	209	2	poorest	poor	ADJ
epaa-174	209	3	schools	school	NOUN
epaa-174	209	4	were	be	AUX
epaa-174	209	5	protected	protect	VERB
epaa-174	209	6	,	,	PUNCT
epaa-174	209	7	in	in	ADP
epaa-174	209	8	contrast	contrast	NOUN
epaa-174	209	9	,	,	PUNCT
epaa-174	209	10	by	by	ADP
epaa-174	209	11	a	a	DET
epaa-174	209	12	public	public	ADJ
epaa-174	209	13	policy	policy	NOUN
epaa-174	209	14	that	that	PRON
epaa-174	209	15	maintained	maintain	VERB
epaa-174	209	16	their	their	PRON
epaa-174	209	17	subsidies	subsidy	NOUN
epaa-174	209	18	,	,	PUNCT
epaa-174	209	19	allowing	allow	VERB
epaa-174	209	20	them	they	PRON
epaa-174	209	21	to	to	PART
epaa-174	209	22	get	get	VERB
epaa-174	209	23	by	by	ADP
epaa-174	209	24	with	with	ADP
epaa-174	209	25	modest	modest	ADJ
epaa-174	209	26	sticker	sticker	NOUN
epaa-174	209	27	price	price	NOUN
epaa-174	209	28	increases	increase	NOUN
epaa-174	209	29	that	that	PRON
epaa-174	209	30	they	they	PRON
epaa-174	209	31	used	use	VERB
epaa-174	209	32	largely	largely	ADV
epaa-174	209	33	to	to	PART
epaa-174	209	34	increase	increase	VERB
epaa-174	209	35	financial	financial	ADJ
epaa-174	209	36	aid	aid	NOUN
epaa-174	209	37	.	.	PUNCT
epaa-174	210	1	relative	relative	ADJ
epaa-174	210	2	prices	price	NOUN
epaa-174	210	3	changed	change	VERB
epaa-174	210	4	to	to	PART
epaa-174	210	5	make	make	VERB
epaa-174	210	6	the	the	DET
epaa-174	210	7	poorer	poor	ADJ
epaa-174	210	8	schools	school	NOUN
epaa-174	210	9	—	—	PUNCT
epaa-174	210	10	the	the	DET
epaa-174	210	11	two	two	NUM
epaa-174	210	12	-	-	PUNCT
epaa-174	210	13	year	year	NOUN
epaa-174	210	14	colleges	college	NOUN
epaa-174	210	15	prominent	prominent	ADJ
epaa-174	210	16	among	among	ADP
epaa-174	210	17	them	they	PRON
epaa-174	210	18	—	—	PUNCT
epaa-174	210	19	a	a	DET
epaa-174	210	20	lot	lot	NOUN
epaa-174	210	21	better	well	ADJ
epaa-174	210	22	bargain	bargain	NOUN
epaa-174	210	23	.	.	PUNCT
epaa-174	211	1	the	the	DET
epaa-174	211	2	middling	middling	ADJ
epaa-174	211	3	schools	school	NOUN
epaa-174	211	4	—	—	PUNCT
epaa-174	211	5	the	the	DET
epaa-174	211	6	public	public	ADJ
epaa-174	211	7	comprehensive	comprehensive	ADJ
epaa-174	211	8	universities	university	NOUN
epaa-174	211	9	and	and	CCONJ
epaa-174	211	10	liberal	liberal	ADJ
epaa-174	211	11	arts	art	NOUN
epaa-174	211	12	colleges	college	NOUN
epaa-174	211	13	—	—	PUNCT
epaa-174	211	14	were	be	AUX
epaa-174	211	15	caught	catch	VERB
epaa-174	211	16	,	,	PUNCT
epaa-174	211	17	absorbing	absorb	VERB
epaa-174	211	18	large	large	ADJ
epaa-174	211	19	increases	increase	NOUN
epaa-174	211	20	in	in	ADP
epaa-174	211	21	enrollments	enrollment	NOUN
epaa-174	211	22	with	with	ADP
epaa-174	211	23	large	large	ADJ
epaa-174	211	24	reductions	reduction	NOUN
epaa-174	211	25	in	in	ADP
epaa-174	211	26	subsidy	subsidy	NOUN
epaa-174	211	27	resources	resource	NOUN
epaa-174	211	28	so	so	SCONJ
epaa-174	211	29	that	that	SCONJ
epaa-174	211	30	their	their	PRON
epaa-174	211	31	efforts	effort	NOUN
epaa-174	211	32	to	to	PART
epaa-174	211	33	shift	shift	VERB
epaa-174	211	34	costs	cost	NOUN
epaa-174	211	35	to	to	ADP
epaa-174	211	36	their	their	PRON
epaa-174	211	37	students	student	NOUN
epaa-174	211	38	were	be	AUX
epaa-174	211	39	n’t	not	PART
epaa-174	211	40	enough	enough	ADV
epaa-174	211	41	to	to	PART
epaa-174	211	42	prevent	prevent	VERB
epaa-174	211	43	large	large	ADJ
epaa-174	211	44	reductions	reduction	NOUN
epaa-174	211	45	in	in	ADP
epaa-174	211	46	educational	educational	ADJ
epaa-174	211	47	quality	quality	NOUN
epaa-174	211	48	.	.	PUNCT
epaa-174	212	1	for	for	ADP
epaa-174	212	2	example	example	NOUN
epaa-174	212	3	,	,	PUNCT
epaa-174	212	4	the	the	DET
epaa-174	212	5	provision	provision	NOUN
epaa-174	212	6	of	of	ADP
epaa-174	212	7	institutional	institutional	ADJ
epaa-174	212	8	financial	financial	ADJ
epaa-174	212	9	aid	aid	NOUN
epaa-174	212	10	was	be	AUX
epaa-174	212	11	a	a	DET
epaa-174	212	12	statistically	statistically	ADV
epaa-174	212	13	significant	significant	ADJ
epaa-174	212	14	component	component	NOUN
epaa-174	212	15	of	of	ADP
epaa-174	212	16	the	the	DET
epaa-174	212	17	model	model	NOUN
epaa-174	212	18	and	and	CCONJ
epaa-174	212	19	modestly	modestly	ADV
epaa-174	212	20	affected	affected	ADJ
epaa-174	212	21	graduation	graduation	NOUN
epaa-174	212	22	rates	rate	NOUN
epaa-174	212	23	.	.	PUNCT
epaa-174	213	1	however	however	ADV
epaa-174	213	2	,	,	PUNCT
epaa-174	213	3	the	the	DET
epaa-174	213	4	relationship	relationship	NOUN
epaa-174	213	5	was	be	AUX
epaa-174	213	6	not	not	PART
epaa-174	213	7	linear	linear	ADJ
epaa-174	213	8	since	since	SCONJ
epaa-174	213	9	higher	high	ADJ
epaa-174	213	10	graduation	graduation	NOUN
epaa-174	213	11	rates	rate	NOUN
epaa-174	213	12	were	be	AUX
epaa-174	213	13	associated	associate	VERB
epaa-174	213	14	with	with	ADP
epaa-174	213	15	the	the	DET
epaa-174	213	16	lowest	low	ADJ
epaa-174	213	17	and	and	CCONJ
epaa-174	213	18	with	with	ADP
epaa-174	213	19	the	the	DET
epaa-174	213	20	two	two	NUM
epaa-174	213	21	highest	high	ADJ
epaa-174	213	22	quintile	quintile	NOUN
epaa-174	213	23	measures	measure	NOUN
epaa-174	213	24	of	of	ADP
epaa-174	213	25	financial	financial	ADJ
epaa-174	213	26	aid	aid	NOUN
epaa-174	213	27	(	(	PUNCT
epaa-174	213	28	a	a	DET
epaa-174	213	29	marginal	marginal	ADJ
epaa-174	213	30	mean	mean	NOUN
epaa-174	213	31	graduation	graduation	NOUN
epaa-174	213	32	rate	rate	NOUN
epaa-174	213	33	of	of	ADP
epaa-174	213	34	38.026	38.026	NUM
epaa-174	213	35	%	%	NOUN
epaa-174	213	36	for	for	ADP
epaa-174	213	37	the	the	DET
epaa-174	213	38	first	first	ADJ
epaa-174	213	39	—	—	PUNCT
epaa-174	213	40	that	that	ADV
epaa-174	213	41	is	is	ADV
epaa-174	213	42	,	,	PUNCT
epaa-174	213	43	lowest	low	ADJ
epaa-174	213	44	—	—	PUNCT
epaa-174	213	45	quintile	quintile	NOUN
epaa-174	213	46	,	,	PUNCT
epaa-174	213	47	with	with	ADP
epaa-174	213	48	per	per	ADP
epaa-174	213	49	student	student	NOUN
epaa-174	213	50	headcount	headcount	NOUN
epaa-174	213	51	support	support	NOUN
epaa-174	213	52	of	of	ADP
epaa-174	213	53	$	$	SYM
epaa-174	213	54	54	54	NUM
epaa-174	213	55	or	or	CCONJ
epaa-174	213	56	less	less	ADJ
epaa-174	213	57	;	;	PUNCT
epaa-174	213	58	and	and	CCONJ
epaa-174	213	59	37.354	37.354	NUM
epaa-174	213	60	%	%	NOUN
epaa-174	213	61	for	for	ADP
epaa-174	213	62	the	the	DET
epaa-174	213	63	fourth	fourth	ADJ
epaa-174	213	64	,	,	PUNCT
epaa-174	213	65	and	and	CCONJ
epaa-174	213	66	42.521	42.521	NUM
epaa-174	213	67	%	%	NOUN
epaa-174	213	68	for	for	ADP
epaa-174	213	69	the	the	DET
epaa-174	213	70	fifth	fifth	ADJ
epaa-174	213	71	—	—	PUNCT
epaa-174	213	72	highest	high	ADJ
epaa-174	213	73	—	—	PUNCT
epaa-174	213	74	quintile	quintile	NOUN
epaa-174	213	75	,	,	PUNCT
epaa-174	213	76	or	or	CCONJ
epaa-174	213	77	a	a	DET
epaa-174	213	78	range	range	NOUN
epaa-174	213	79	of	of	ADP
epaa-174	213	80	over	over	ADP
epaa-174	213	81	$	$	SYM
epaa-174	213	82	378	378	NUM
epaa-174	213	83	per	per	ADP
epaa-174	213	84	student	student	NOUN
epaa-174	213	85	headcount	headcount	NOUN
epaa-174	213	86	)	)	PUNCT
epaa-174	213	87	.	.	PUNCT
epaa-174	214	1	institutions	institution	NOUN
epaa-174	214	2	that	that	PRON
epaa-174	214	3	can	can	AUX
epaa-174	214	4	do	do	VERB
epaa-174	214	5	so	so	ADV
epaa-174	214	6	may	may	AUX
epaa-174	214	7	wish	wish	VERB
epaa-174	214	8	to	to	PART
epaa-174	214	9	consider	consider	VERB
epaa-174	214	10	investing	invest	VERB
epaa-174	214	11	additional	additional	ADJ
epaa-174	214	12	institutional	institutional	ADJ
epaa-174	214	13	monies	monie	NOUN
epaa-174	214	14	in	in	ADP
epaa-174	214	15	student	student	NOUN
epaa-174	214	16	financial	financial	ADJ
epaa-174	214	17	support	support	NOUN
epaa-174	214	18	,	,	PUNCT
epaa-174	214	19	but	but	CCONJ
epaa-174	214	20	modest	modest	ADJ
epaa-174	214	21	amounts	amount	NOUN
epaa-174	214	22	of	of	ADP
epaa-174	214	23	student	student	NOUN
epaa-174	214	24	financial	financial	ADJ
epaa-174	214	25	support	support	NOUN
epaa-174	214	26	for	for	ADP
epaa-174	214	27	institutional	institutional	ADJ
epaa-174	214	28	dollars	dollar	NOUN
epaa-174	214	29	are	be	AUX
epaa-174	214	30	not	not	PART
epaa-174	214	31	associated	associate	VERB
epaa-174	214	32	with	with	ADP
epaa-174	214	33	higher	high	ADJ
epaa-174	214	34	graduation	graduation	NOUN
epaa-174	214	35	rates	rate	NOUN
epaa-174	214	36	.	.	PUNCT
epaa-174	215	1	of	of	ADP
epaa-174	215	2	the	the	DET
epaa-174	215	3	institutional	institutional	ADJ
epaa-174	215	4	expenditure	expenditure	NOUN
epaa-174	215	5	categories	category	NOUN
epaa-174	215	6	included	include	VERB
epaa-174	215	7	in	in	ADP
epaa-174	215	8	the	the	DET
epaa-174	215	9	model	model	NOUN
epaa-174	215	10	,	,	PUNCT
epaa-174	215	11	instructional	instructional	ADJ
epaa-174	215	12	,	,	PUNCT
epaa-174	215	13	library	library	NOUN
epaa-174	215	14	,	,	PUNCT
epaa-174	215	15	and	and	CCONJ
epaa-174	215	16	academic	academic	ADJ
epaa-174	215	17	support	support	NOUN
epaa-174	215	18	minus	minus	CCONJ
epaa-174	215	19	library	library	ADJ
epaa-174	215	20	expenditures	expenditure	NOUN
epaa-174	215	21	were	be	AUX
epaa-174	215	22	significantly	significantly	ADV
epaa-174	215	23	related	relate	VERB
epaa-174	215	24	to	to	ADP
epaa-174	215	25	graduation	graduation	NOUN
epaa-174	215	26	rates	rate	NOUN
epaa-174	215	27	in	in	ADP
epaa-174	215	28	the	the	DET
epaa-174	215	29	full	full	ADJ
epaa-174	215	30	model	model	NOUN
epaa-174	215	31	.	.	PUNCT
epaa-174	216	1	these	these	DET
epaa-174	216	2	variables	variable	NOUN
epaa-174	216	3	also	also	ADV
epaa-174	216	4	had	have	VERB
epaa-174	216	5	the	the	DET
epaa-174	216	6	greatest	great	ADJ
epaa-174	216	7	independent	independent	ADJ
epaa-174	216	8	effects	effect	NOUN
epaa-174	216	9	on	on	ADP
epaa-174	216	10	graduation	graduation	NOUN
epaa-174	216	11	,	,	PUNCT
epaa-174	216	12	and	and	CCONJ
epaa-174	216	13	each	each	PRON
epaa-174	216	14	explained	explain	VERB
epaa-174	216	15	between	between	ADP
epaa-174	216	16	21	21	NUM
epaa-174	216	17	%	%	NOUN
epaa-174	216	18	and	and	CCONJ
epaa-174	216	19	34	34	NUM
epaa-174	216	20	%	%	NOUN
epaa-174	216	21	of	of	ADP
epaa-174	216	22	the	the	DET
epaa-174	216	23	variance	variance	NOUN
epaa-174	216	24	in	in	ADP
epaa-174	216	25	graduation	graduation	NOUN
epaa-174	216	26	rates	rate	NOUN
epaa-174	216	27	when	when	SCONJ
epaa-174	216	28	analyzed	analyze	VERB
epaa-174	216	29	as	as	ADP
epaa-174	216	30	sole	sole	ADJ
epaa-174	216	31	predictors	predictor	NOUN
epaa-174	216	32	.	.	PUNCT
epaa-174	217	1	the	the	DET
epaa-174	217	2	robustness	robustness	NOUN
epaa-174	217	3	of	of	ADP
epaa-174	217	4	these	these	DET
epaa-174	217	5	variables	variable	NOUN
epaa-174	217	6	singly	singly	ADV
epaa-174	217	7	as	as	ADV
epaa-174	217	8	well	well	ADV
epaa-174	217	9	as	as	ADP
epaa-174	217	10	in	in	ADP
epaa-174	217	11	the	the	DET
epaa-174	217	12	broader	broad	ADJ
epaa-174	217	13	model	model	NOUN
epaa-174	217	14	supports	support	VERB
epaa-174	217	15	the	the	DET
epaa-174	217	16	importance	importance	NOUN
epaa-174	217	17	of	of	ADP
epaa-174	217	18	funding	funding	NOUN
epaa-174	217	19	instruction	instruction	NOUN
epaa-174	217	20	and	and	CCONJ
epaa-174	217	21	academic	academic	ADJ
epaa-174	217	22	support	support	NOUN
epaa-174	217	23	budgets	budget	NOUN
epaa-174	217	24	.	.	PUNCT
epaa-174	218	1	it	it	PRON
epaa-174	218	2	is	be	AUX
epaa-174	218	3	important	important	ADJ
epaa-174	218	4	to	to	PART
epaa-174	218	5	note	note	VERB
epaa-174	218	6	,	,	PUNCT
epaa-174	218	7	however	however	ADV
epaa-174	218	8	,	,	PUNCT
epaa-174	218	9	that	that	SCONJ
epaa-174	218	10	the	the	DET
epaa-174	218	11	ultimate	ultimate	ADJ
epaa-174	218	12	nature	nature	NOUN
epaa-174	218	13	of	of	ADP
epaa-174	218	14	the	the	DET
epaa-174	218	15	expenditures	expenditure	NOUN
epaa-174	218	16	and	and	CCONJ
epaa-174	218	17	any	any	DET
epaa-174	218	18	separate	separate	ADJ
epaa-174	218	19	impacts	impact	NOUN
epaa-174	218	20	remain	remain	VERB
epaa-174	218	21	unclear	unclear	ADJ
epaa-174	218	22	.	.	PUNCT
epaa-174	219	1	for	for	ADP
epaa-174	219	2	example	example	NOUN
epaa-174	219	3	,	,	PUNCT
epaa-174	219	4	the	the	DET
epaa-174	219	5	largest	large	ADJ
epaa-174	219	6	proportion	proportion	NOUN
epaa-174	219	7	of	of	ADP
epaa-174	219	8	instructional	instructional	ADJ
epaa-174	219	9	expenditures	expenditure	NOUN
epaa-174	219	10	clearly	clearly	ADV
epaa-174	219	11	is	be	AUX
epaa-174	219	12	salaries	salary	NOUN
epaa-174	219	13	and	and	CCONJ
epaa-174	219	14	benefits	benefit	NOUN
epaa-174	219	15	for	for	ADP
epaa-174	219	16	instructional	instructional	ADJ
epaa-174	219	17	personnel	personnel	NOUN
epaa-174	219	18	.	.	PUNCT
epaa-174	220	1	due	due	ADP
epaa-174	220	2	to	to	ADP
epaa-174	220	3	the	the	DET
epaa-174	220	4	aggregate	aggregate	ADJ
epaa-174	220	5	nature	nature	NOUN
epaa-174	220	6	of	of	ADP
epaa-174	220	7	the	the	DET
epaa-174	220	8	data	datum	NOUN
epaa-174	220	9	,	,	PUNCT
epaa-174	220	10	it	it	PRON
epaa-174	220	11	is	be	AUX
epaa-174	220	12	not	not	PART
epaa-174	220	13	possible	possible	ADJ
epaa-174	220	14	to	to	PART
epaa-174	220	15	comment	comment	VERB
epaa-174	220	16	on	on	ADP
epaa-174	220	17	relationships	relationship	NOUN
epaa-174	220	18	between	between	ADP
epaa-174	220	19	various	various	ADJ
epaa-174	220	20	levels	level	NOUN
epaa-174	220	21	of	of	ADP
epaa-174	220	22	instructional	instructional	ADJ
epaa-174	220	23	personnel	personnel	NOUN
epaa-174	220	24	and	and	CCONJ
epaa-174	220	25	graduation	graduation	NOUN
epaa-174	220	26	rates	rate	NOUN
epaa-174	220	27	.	.	PUNCT
epaa-174	221	1	furthermore	furthermore	ADV
epaa-174	221	2	,	,	PUNCT
epaa-174	221	3	such	such	DET
epaa-174	221	4	an	an	DET
epaa-174	221	5	analysis	analysis	NOUN
epaa-174	221	6	would	would	AUX
epaa-174	221	7	have	have	VERB
epaa-174	221	8	to	to	PART
epaa-174	221	9	be	be	AUX
epaa-174	221	10	planned	plan	VERB
epaa-174	221	11	carefully	carefully	ADV
epaa-174	221	12	to	to	PART
epaa-174	221	13	incorporate	incorporate	VERB
epaa-174	221	14	the	the	DET
epaa-174	221	15	levels	level	NOUN
epaa-174	221	16	of	of	ADP
epaa-174	221	17	courses	course	NOUN
epaa-174	221	18	and	and	CCONJ
epaa-174	221	19	students	student	NOUN
epaa-174	221	20	typically	typically	ADV
epaa-174	221	21	taught	teach	VERB
epaa-174	221	22	by	by	ADP
epaa-174	221	23	,	,	PUNCT
epaa-174	221	24	say	say	INTJ
epaa-174	221	25	,	,	PUNCT
epaa-174	221	26	full	full	ADJ
epaa-174	221	27	professors	professor	NOUN
epaa-174	221	28	versus	versus	ADP
epaa-174	221	29	adjunct	adjunct	ADJ
epaa-174	221	30	instructors	instructor	NOUN
epaa-174	221	31	.	.	PUNCT
epaa-174	222	1	as	as	ADP
epaa-174	222	2	another	another	DET
epaa-174	222	3	example	example	NOUN
epaa-174	222	4	,	,	PUNCT
epaa-174	222	5	library	library	ADJ
epaa-174	222	6	resource	resource	NOUN
epaa-174	222	7	allocations	allocation	NOUN
epaa-174	222	8	may	may	AUX
epaa-174	222	9	be	be	AUX
epaa-174	222	10	expended	expend	VERB
epaa-174	222	11	disproportionately	disproportionately	ADV
epaa-174	222	12	on	on	ADP
epaa-174	222	13	digital	digital	ADJ
epaa-174	222	14	technology	technology	NOUN
epaa-174	222	15	and	and	CCONJ
epaa-174	222	16	information	information	NOUN
epaa-174	222	17	retrieval	retrieval	NOUN
epaa-174	222	18	systems	system	NOUN
epaa-174	222	19	rather	rather	ADV
epaa-174	222	20	than	than	ADP
epaa-174	222	21	on	on	ADP
epaa-174	222	22	periodical	periodical	ADJ
epaa-174	222	23	subscriptions	subscription	NOUN
epaa-174	222	24	and	and	CCONJ
epaa-174	222	25	book	book	NOUN
epaa-174	222	26	purchases	purchase	NOUN
epaa-174	222	27	.	.	PUNCT
epaa-174	223	1	in	in	ADP
epaa-174	223	2	such	such	ADJ
epaa-174	223	3	cases	case	NOUN
epaa-174	223	4	,	,	PUNCT
epaa-174	223	5	it	it	PRON
epaa-174	223	6	is	be	AUX
epaa-174	223	7	not	not	PART
epaa-174	223	8	possible	possible	ADJ
epaa-174	223	9	to	to	PART
epaa-174	223	10	separate	separate	VERB
epaa-174	223	11	the	the	DET
epaa-174	223	12	effects	effect	NOUN
epaa-174	223	13	of	of	ADP
epaa-174	223	14	traditional	traditional	ADJ
epaa-174	223	15	library	library	ADJ
epaa-174	223	16	resources	resource	NOUN
epaa-174	223	17	on	on	ADP
epaa-174	223	18	graduation	graduation	NOUN
epaa-174	223	19	rates	rate	NOUN
epaa-174	223	20	from	from	ADP
epaa-174	223	21	the	the	DET
epaa-174	223	22	effects	effect	NOUN
epaa-174	223	23	of	of	ADP
epaa-174	223	24	advanced	advanced	ADJ
epaa-174	223	25	technological	technological	ADJ
epaa-174	223	26	resources	resource	NOUN
epaa-174	223	27	that	that	PRON
epaa-174	223	28	libraries	librarie	VERB
epaa-174	223	29	on	on	ADP
epaa-174	223	30	many	many	ADJ
epaa-174	223	31	campuses	campus	NOUN
epaa-174	223	32	increasingly	increasingly	ADV
epaa-174	223	33	house	house	NOUN
epaa-174	223	34	.	.	PUNCT
epaa-174	224	1	nonetheless	nonetheless	ADV
epaa-174	224	2	,	,	PUNCT
epaa-174	224	3	higher	high	ADJ
epaa-174	224	4	library	library	NOUN
epaa-174	224	5	allocations	allocation	NOUN
epaa-174	224	6	and	and	CCONJ
epaa-174	224	7	instructional	instructional	ADJ
epaa-174	224	8	expenditures	expenditure	NOUN
epaa-174	224	9	are	be	AUX
epaa-174	224	10	associated	associate	VERB
epaa-174	224	11	strongly	strongly	ADV
epaa-174	224	12	with	with	ADP
epaa-174	224	13	higher	high	ADJ
epaa-174	224	14	student	student	NOUN
epaa-174	224	15	graduation	graduation	NOUN
epaa-174	224	16	rates	rate	NOUN
epaa-174	224	17	.	.	PUNCT
epaa-174	225	1	as	as	SCONJ
epaa-174	225	2	mentioned	mention	VERB
epaa-174	225	3	in	in	ADP
epaa-174	225	4	the	the	DET
epaa-174	225	5	discussion	discussion	NOUN
epaa-174	225	6	of	of	ADP
epaa-174	225	7	independent	independent	ADJ
epaa-174	225	8	effects	effect	NOUN
epaa-174	225	9	above	above	ADV
epaa-174	225	10	,	,	PUNCT
epaa-174	225	11	expenditures	expenditure	NOUN
epaa-174	225	12	on	on	ADP
epaa-174	225	13	student	student	NOUN
epaa-174	225	14	affairs	affair	NOUN
epaa-174	225	15	is	be	AUX
epaa-174	225	16	a	a	DET
epaa-174	225	17	significant	significant	ADJ
epaa-174	225	18	independent	independent	ADJ
epaa-174	225	19	predictor	predictor	NOUN
epaa-174	225	20	of	of	ADP
epaa-174	225	21	graduation	graduation	NOUN
epaa-174	225	22	rates	rate	NOUN
epaa-174	225	23	,	,	PUNCT
epaa-174	225	24	but	but	CCONJ
epaa-174	225	25	its	its	PRON
epaa-174	225	26	effects	effect	NOUN
epaa-174	225	27	are	be	AUX
epaa-174	225	28	negligible	negligible	ADJ
epaa-174	225	29	when	when	SCONJ
epaa-174	225	30	analyzed	analyze	VERB
epaa-174	225	31	as	as	ADP
epaa-174	225	32	one	one	NUM
epaa-174	225	33	variable	variable	NOUN
epaa-174	225	34	within	within	ADP
epaa-174	225	35	the	the	DET
epaa-174	225	36	context	context	NOUN
epaa-174	225	37	of	of	ADP
epaa-174	225	38	the	the	DET
epaa-174	225	39	full	full	ADJ
epaa-174	225	40	model	model	NOUN
epaa-174	225	41	.	.	PUNCT
epaa-174	226	1	17	17	NUM
epaa-174	226	2	of	of	ADP
epaa-174	226	3	23	23	NUM
epaa-174	226	4	one	one	NUM
epaa-174	226	5	issue	issue	NOUN
epaa-174	226	6	that	that	PRON
epaa-174	226	7	arose	arise	VERB
epaa-174	226	8	in	in	ADP
epaa-174	226	9	the	the	DET
epaa-174	226	10	course	course	NOUN
epaa-174	226	11	of	of	ADP
epaa-174	226	12	our	our	PRON
epaa-174	226	13	data	data	NOUN
epaa-174	226	14	analysis	analysis	NOUN
epaa-174	226	15	is	be	AUX
epaa-174	226	16	related	relate	VERB
epaa-174	226	17	to	to	ADP
epaa-174	226	18	the	the	DET
epaa-174	226	19	higher	high	ADJ
epaa-174	226	20	graduation	graduation	NOUN
epaa-174	226	21	rates	rate	NOUN
epaa-174	226	22	among	among	ADP
epaa-174	226	23	undergraduates	undergraduate	NOUN
epaa-174	226	24	at	at	ADP
epaa-174	226	25	institutions	institution	NOUN
epaa-174	226	26	representing	represent	VERB
epaa-174	226	27	higher	high	ADJ
epaa-174	226	28	carnegie	carnegie	NOUN
epaa-174	226	29	classification	classification	NOUN
epaa-174	226	30	levels	level	NOUN
epaa-174	226	31	.	.	PUNCT
epaa-174	227	1	it	it	PRON
epaa-174	227	2	is	be	AUX
epaa-174	227	3	somewhat	somewhat	ADV
epaa-174	227	4	puzzling	puzzle	VERB
epaa-174	227	5	that	that	SCONJ
epaa-174	227	6	undergraduate	undergraduate	ADJ
epaa-174	227	7	students	student	NOUN
epaa-174	227	8	succeeded	succeed	VERB
epaa-174	227	9	at	at	ADP
epaa-174	227	10	higher	high	ADJ
epaa-174	227	11	rates	rate	NOUN
epaa-174	227	12	at	at	ADP
epaa-174	227	13	research	research	NOUN
epaa-174	227	14	-	-	PUNCT
epaa-174	227	15	oriented	orient	VERB
epaa-174	227	16	institutions	institution	NOUN
epaa-174	227	17	than	than	ADP
epaa-174	227	18	at	at	ADP
epaa-174	227	19	colleges	college	NOUN
epaa-174	227	20	and	and	CCONJ
epaa-174	227	21	universities	university	NOUN
epaa-174	227	22	with	with	ADP
epaa-174	227	23	prevailing	prevail	VERB
epaa-174	227	24	emphases	emphasis	NOUN
epaa-174	227	25	on	on	ADP
epaa-174	227	26	undergraduate	undergraduate	ADJ
epaa-174	227	27	education	education	NOUN
epaa-174	227	28	,	,	PUNCT
epaa-174	227	29	as	as	SCONJ
epaa-174	227	30	indicated	indicate	VERB
epaa-174	227	31	by	by	ADP
epaa-174	227	32	institutional	institutional	ADJ
epaa-174	227	33	mission	mission	NOUN
epaa-174	227	34	and	and	CCONJ
epaa-174	227	35	espoused	espoused	ADJ
epaa-174	227	36	purpose	purpose	NOUN
epaa-174	227	37	.	.	PUNCT
epaa-174	228	1	graduation	graduation	NOUN
epaa-174	228	2	rate	rate	NOUN
epaa-174	228	3	is	be	AUX
epaa-174	228	4	not	not	PART
epaa-174	228	5	the	the	DET
epaa-174	228	6	sole	sole	ADJ
epaa-174	228	7	outcome	outcome	NOUN
epaa-174	228	8	indicator	indicator	NOUN
epaa-174	228	9	of	of	ADP
epaa-174	228	10	students	student	NOUN
epaa-174	228	11	’	'	PUNCT
epaa-174	228	12	success	success	NOUN
epaa-174	228	13	;	;	PUNCT
epaa-174	228	14	stopping	stop	VERB
epaa-174	228	15	in	in	ADV
epaa-174	228	16	and	and	CCONJ
epaa-174	228	17	out	out	ADV
epaa-174	228	18	to	to	PART
epaa-174	228	19	take	take	VERB
epaa-174	228	20	coursework	coursework	NOUN
epaa-174	228	21	that	that	PRON
epaa-174	228	22	satisfies	satisfy	VERB
epaa-174	228	23	individual	individual	ADJ
epaa-174	228	24	students	student	NOUN
epaa-174	228	25	’	'	PUNCT
epaa-174	228	26	needs	need	NOUN
epaa-174	228	27	also	also	ADV
epaa-174	228	28	constitutes	constitute	VERB
epaa-174	228	29	a	a	DET
epaa-174	228	30	successful	successful	ADJ
epaa-174	228	31	educational	educational	ADJ
epaa-174	228	32	experience	experience	NOUN
epaa-174	228	33	for	for	ADP
epaa-174	228	34	many	many	ADJ
epaa-174	228	35	undergraduates	undergraduate	NOUN
epaa-174	228	36	.	.	PUNCT
epaa-174	229	1	additionally	additionally	ADV
epaa-174	229	2	,	,	PUNCT
epaa-174	229	3	however	however	ADV
epaa-174	229	4	,	,	PUNCT
epaa-174	229	5	among	among	ADP
epaa-174	229	6	input	input	NOUN
epaa-174	229	7	characteristics	characteristic	NOUN
epaa-174	229	8	,	,	PUNCT
epaa-174	229	9	more	more	ADJ
epaa-174	229	10	selective	selective	ADJ
epaa-174	229	11	admissions	admission	NOUN
epaa-174	229	12	is	be	AUX
epaa-174	229	13	associated	associate	VERB
epaa-174	229	14	with	with	ADP
epaa-174	229	15	higher	high	ADJ
epaa-174	229	16	carnegie	carnegie	NOUN
epaa-174	229	17	ratings	rating	NOUN
epaa-174	229	18	,	,	PUNCT
epaa-174	229	19	suggesting	suggest	VERB
epaa-174	229	20	that	that	SCONJ
epaa-174	229	21	academically	academically	ADV
epaa-174	229	22	better	well	ADV
epaa-174	229	23	-	-	PUNCT
epaa-174	229	24	prepared	prepare	VERB
epaa-174	229	25	students	student	NOUN
epaa-174	229	26	are	be	AUX
epaa-174	229	27	more	more	ADV
epaa-174	229	28	likely	likely	ADJ
epaa-174	229	29	to	to	PART
epaa-174	229	30	attend	attend	VERB
epaa-174	229	31	research	research	NOUN
epaa-174	229	32	,	,	PUNCT
epaa-174	229	33	rather	rather	ADV
epaa-174	229	34	than	than	ADP
epaa-174	229	35	baccalaureate	baccalaureate	VERB
epaa-174	229	36	,	,	PUNCT
epaa-174	229	37	institutions	institution	NOUN
epaa-174	229	38	.	.	PUNCT
epaa-174	230	1	it	it	PRON
epaa-174	230	2	also	also	ADV
epaa-174	230	3	may	may	AUX
epaa-174	230	4	be	be	AUX
epaa-174	230	5	the	the	DET
epaa-174	230	6	case	case	NOUN
epaa-174	230	7	that	that	SCONJ
epaa-174	230	8	research	research	NOUN
epaa-174	230	9	-	-	PUNCT
epaa-174	230	10	oriented	orient	VERB
epaa-174	230	11	institutions	institution	NOUN
epaa-174	230	12	are	be	AUX
epaa-174	230	13	better	well	ADV
epaa-174	230	14	positioned	position	VERB
epaa-174	230	15	financially	financially	ADV
epaa-174	230	16	to	to	PART
epaa-174	230	17	offer	offer	VERB
epaa-174	230	18	resource	resource	NOUN
epaa-174	230	19	-	-	PUNCT
epaa-174	230	20	rich	rich	ADJ
epaa-174	230	21	environments	environment	NOUN
epaa-174	230	22	that	that	PRON
epaa-174	230	23	foster	foster	VERB
epaa-174	230	24	higher	higher	ADV
epaa-174	230	25	—	—	PUNCT
epaa-174	230	26	or	or	CCONJ
epaa-174	230	27	at	at	ADP
epaa-174	230	28	least	least	ADJ
epaa-174	230	29	more	more	ADV
epaa-174	230	30	timely	timely	ADJ
epaa-174	230	31	—	—	PUNCT
epaa-174	230	32	graduation	graduation	NOUN
epaa-174	230	33	rates	rate	NOUN
epaa-174	230	34	.	.	PUNCT
epaa-174	231	1	recommendations	recommendation	NOUN
epaa-174	231	2	for	for	ADP
epaa-174	231	3	further	further	ADJ
epaa-174	231	4	research	research	NOUN
epaa-174	231	5	in	in	ADP
epaa-174	231	6	addition	addition	NOUN
epaa-174	231	7	to	to	ADP
epaa-174	231	8	contributing	contribute	VERB
epaa-174	231	9	empirical	empirical	ADJ
epaa-174	231	10	findings	finding	NOUN
epaa-174	231	11	,	,	PUNCT
epaa-174	231	12	this	this	DET
epaa-174	231	13	study	study	NOUN
epaa-174	231	14	provides	provide	VERB
epaa-174	231	15	a	a	DET
epaa-174	231	16	framework	framework	NOUN
epaa-174	231	17	for	for	ADP
epaa-174	231	18	institutional	institutional	ADJ
epaa-174	231	19	planners	planner	NOUN
epaa-174	231	20	and	and	CCONJ
epaa-174	231	21	representatives	representative	NOUN
epaa-174	231	22	of	of	ADP
epaa-174	231	23	state	state	NOUN
epaa-174	231	24	systems	system	NOUN
epaa-174	231	25	of	of	ADP
epaa-174	231	26	higher	high	ADJ
epaa-174	231	27	education	education	NOUN
epaa-174	231	28	for	for	ADP
epaa-174	231	29	incorporating	incorporate	VERB
epaa-174	231	30	questions	question	NOUN
epaa-174	231	31	of	of	ADP
epaa-174	231	32	resource	resource	NOUN
epaa-174	231	33	allocation	allocation	NOUN
epaa-174	231	34	into	into	ADP
epaa-174	231	35	strategic	strategic	ADJ
epaa-174	231	36	thinking	thinking	NOUN
epaa-174	231	37	about	about	ADP
epaa-174	231	38	undergraduate	undergraduate	ADJ
epaa-174	231	39	persistence	persistence	NOUN
epaa-174	231	40	to	to	PART
epaa-174	231	41	degree	degree	VERB
epaa-174	231	42	attainment	attainment	ADJ
epaa-174	231	43	.	.	PUNCT
epaa-174	232	1	institutional	institutional	ADJ
epaa-174	232	2	planners	planner	NOUN
epaa-174	232	3	,	,	PUNCT
epaa-174	232	4	as	as	ADV
epaa-174	232	5	well	well	ADV
epaa-174	232	6	as	as	ADP
epaa-174	232	7	various	various	ADJ
epaa-174	232	8	campus	campus	NOUN
epaa-174	232	9	units	unit	NOUN
epaa-174	232	10	,	,	PUNCT
epaa-174	232	11	can	can	AUX
epaa-174	232	12	use	use	VERB
epaa-174	232	13	these	these	DET
epaa-174	232	14	findings	finding	NOUN
epaa-174	232	15	to	to	PART
epaa-174	232	16	support	support	VERB
epaa-174	232	17	their	their	PRON
epaa-174	232	18	cases	case	NOUN
epaa-174	232	19	for	for	ADP
epaa-174	232	20	dedicated	dedicated	ADJ
epaa-174	232	21	or	or	CCONJ
epaa-174	232	22	increased	increase	VERB
epaa-174	232	23	funding	funding	NOUN
epaa-174	232	24	.	.	PUNCT
epaa-174	233	1	for	for	ADP
epaa-174	233	2	example	example	NOUN
epaa-174	233	3	,	,	PUNCT
epaa-174	233	4	an	an	DET
epaa-174	233	5	institution	institution	NOUN
epaa-174	233	6	’s	’s	PART
epaa-174	233	7	declining	decline	VERB
epaa-174	233	8	rank	rank	NOUN
epaa-174	233	9	on	on	ADP
epaa-174	233	10	a	a	DET
epaa-174	233	11	national	national	ADJ
epaa-174	233	12	survey	survey	NOUN
epaa-174	233	13	of	of	ADP
epaa-174	233	14	libraries	library	NOUN
epaa-174	233	15	may	may	AUX
epaa-174	233	16	be	be	AUX
epaa-174	233	17	seen	see	VERB
epaa-174	233	18	mostly	mostly	ADV
epaa-174	233	19	as	as	ADP
epaa-174	233	20	an	an	DET
epaa-174	233	21	unfortunate	unfortunate	ADJ
epaa-174	233	22	condition	condition	NOUN
epaa-174	233	23	,	,	PUNCT
epaa-174	233	24	but	but	CCONJ
epaa-174	233	25	evidence	evidence	NOUN
epaa-174	233	26	of	of	ADP
epaa-174	233	27	a	a	DET
epaa-174	233	28	predictive	predictive	ADJ
epaa-174	233	29	relationship	relationship	NOUN
epaa-174	233	30	between	between	ADP
epaa-174	233	31	library	library	NOUN
epaa-174	233	32	allocations	allocation	NOUN
epaa-174	233	33	and	and	CCONJ
epaa-174	233	34	undergraduate	undergraduate	ADJ
epaa-174	233	35	graduation	graduation	NOUN
epaa-174	233	36	rates	rate	NOUN
epaa-174	233	37	can	can	AUX
epaa-174	233	38	help	help	VERB
epaa-174	233	39	connect	connect	VERB
epaa-174	233	40	the	the	DET
epaa-174	233	41	need	need	NOUN
epaa-174	233	42	for	for	ADP
epaa-174	233	43	increased	increase	VERB
epaa-174	233	44	library	library	NOUN
epaa-174	233	45	funding	funding	NOUN
epaa-174	233	46	with	with	ADP
epaa-174	233	47	an	an	DET
epaa-174	233	48	institution	institution	NOUN
epaa-174	233	49	-	-	PUNCT
epaa-174	233	50	wide	wide	ADJ
epaa-174	233	51	goal	goal	NOUN
epaa-174	233	52	of	of	ADP
epaa-174	233	53	student	student	NOUN
epaa-174	233	54	retention	retention	NOUN
epaa-174	233	55	.	.	PUNCT
epaa-174	234	1	when	when	SCONJ
epaa-174	234	2	significant	significant	ADJ
epaa-174	234	3	new	new	ADJ
epaa-174	234	4	monies	monie	NOUN
epaa-174	234	5	are	be	AUX
epaa-174	234	6	not	not	PART
epaa-174	234	7	likely	likely	ADJ
epaa-174	234	8	to	to	PART
epaa-174	234	9	be	be	AUX
epaa-174	234	10	realized	realize	VERB
epaa-174	234	11	from	from	ADP
epaa-174	234	12	state	state	NOUN
epaa-174	234	13	appropriations	appropriation	NOUN
epaa-174	234	14	,	,	PUNCT
epaa-174	234	15	this	this	DET
epaa-174	234	16	study	study	NOUN
epaa-174	234	17	also	also	ADV
epaa-174	234	18	can	can	AUX
epaa-174	234	19	provide	provide	VERB
epaa-174	234	20	guidance	guidance	NOUN
epaa-174	234	21	for	for	ADP
epaa-174	234	22	fund	fund	NOUN
epaa-174	234	23	-	-	PUNCT
epaa-174	234	24	raising	raise	VERB
epaa-174	234	25	priorities	priority	NOUN
epaa-174	234	26	and	and	CCONJ
epaa-174	234	27	targeted	target	VERB
epaa-174	234	28	capital	capital	NOUN
epaa-174	234	29	campaigns	campaign	NOUN
epaa-174	234	30	.	.	PUNCT
epaa-174	235	1	conversely	conversely	ADV
epaa-174	235	2	,	,	PUNCT
epaa-174	235	3	however	however	ADV
epaa-174	235	4	,	,	PUNCT
epaa-174	235	5	the	the	DET
epaa-174	235	6	results	result	NOUN
epaa-174	235	7	from	from	ADP
epaa-174	235	8	this	this	DET
epaa-174	235	9	model	model	NOUN
epaa-174	235	10	also	also	ADV
epaa-174	235	11	may	may	AUX
epaa-174	235	12	provide	provide	VERB
epaa-174	235	13	guidance	guidance	NOUN
epaa-174	235	14	for	for	ADP
epaa-174	235	15	strategic	strategic	ADJ
epaa-174	235	16	budget	budget	NOUN
epaa-174	235	17	reductions	reduction	NOUN
epaa-174	235	18	,	,	PUNCT
epaa-174	235	19	as	as	SCONJ
epaa-174	235	20	institutional	institutional	ADJ
epaa-174	235	21	planners	planner	NOUN
epaa-174	235	22	will	will	AUX
epaa-174	235	23	be	be	AUX
epaa-174	235	24	better	well	ADV
epaa-174	235	25	able	able	ADJ
epaa-174	235	26	to	to	PART
epaa-174	235	27	determine	determine	VERB
epaa-174	235	28	the	the	DET
epaa-174	235	29	implications	implication	NOUN
epaa-174	235	30	for	for	ADP
epaa-174	235	31	graduation	graduation	NOUN
epaa-174	235	32	rates	rate	NOUN
epaa-174	235	33	of	of	ADP
epaa-174	235	34	selective	selective	ADJ
epaa-174	235	35	allocation	allocation	NOUN
epaa-174	235	36	reductions	reduction	NOUN
epaa-174	235	37	.	.	PUNCT
epaa-174	236	1	institutional	institutional	ADJ
epaa-174	236	2	planners	planner	NOUN
epaa-174	236	3	wishing	wish	VERB
epaa-174	236	4	to	to	PART
epaa-174	236	5	implement	implement	VERB
epaa-174	236	6	insights	insight	NOUN
epaa-174	236	7	from	from	ADP
epaa-174	236	8	this	this	DET
epaa-174	236	9	research	research	NOUN
epaa-174	236	10	are	be	AUX
epaa-174	236	11	not	not	PART
epaa-174	236	12	likely	likely	ADJ
epaa-174	236	13	to	to	PART
epaa-174	236	14	have	have	VERB
epaa-174	236	15	infusions	infusion	NOUN
epaa-174	236	16	of	of	ADP
epaa-174	236	17	new	new	ADJ
epaa-174	236	18	monies	monie	NOUN
epaa-174	236	19	with	with	ADP
epaa-174	236	20	which	which	PRON
epaa-174	236	21	to	to	PART
epaa-174	236	22	do	do	VERB
epaa-174	236	23	so	so	ADV
epaa-174	236	24	.	.	PUNCT
epaa-174	237	1	it	it	PRON
epaa-174	237	2	may	may	AUX
epaa-174	237	3	be	be	AUX
epaa-174	237	4	decided	decide	VERB
epaa-174	237	5	instead	instead	ADV
epaa-174	237	6	to	to	PART
epaa-174	237	7	load	load	VERB
epaa-174	237	8	dollars	dollar	NOUN
epaa-174	237	9	disproportionately	disproportionately	ADV
epaa-174	237	10	into	into	ADP
epaa-174	237	11	strategically	strategically	ADV
epaa-174	237	12	defined	define	VERB
epaa-174	237	13	categories	category	NOUN
epaa-174	237	14	,	,	PUNCT
epaa-174	237	15	but	but	CCONJ
epaa-174	237	16	this	this	PRON
epaa-174	237	17	represents	represent	VERB
epaa-174	237	18	a	a	DET
epaa-174	237	19	balancing	balancing	NOUN
epaa-174	237	20	of	of	ADP
epaa-174	237	21	resource	resource	NOUN
epaa-174	237	22	allocations	allocation	NOUN
epaa-174	237	23	among	among	ADP
epaa-174	237	24	several	several	ADJ
epaa-174	237	25	categories	category	NOUN
epaa-174	237	26	;	;	PUNCT
epaa-174	237	27	gains	gain	NOUN
epaa-174	237	28	and	and	CCONJ
epaa-174	237	29	losses	loss	NOUN
epaa-174	237	30	affect	affect	VERB
epaa-174	237	31	other	other	ADJ
epaa-174	237	32	categories	category	NOUN
epaa-174	237	33	as	as	SCONJ
epaa-174	237	34	allocations	allocation	NOUN
epaa-174	237	35	are	be	AUX
epaa-174	237	36	shifted	shift	VERB
epaa-174	237	37	and	and	CCONJ
epaa-174	237	38	redistributed	redistribute	VERB
epaa-174	237	39	.	.	PUNCT
epaa-174	238	1	it	it	PRON
epaa-174	238	2	is	be	AUX
epaa-174	238	3	not	not	PART
epaa-174	238	4	clear	clear	ADJ
epaa-174	238	5	how	how	SCONJ
epaa-174	238	6	shifts	shift	NOUN
epaa-174	238	7	and	and	CCONJ
epaa-174	238	8	reallocations	reallocation	NOUN
epaa-174	238	9	in	in	ADP
epaa-174	238	10	some	some	DET
epaa-174	238	11	categories	category	NOUN
epaa-174	238	12	will	will	AUX
epaa-174	238	13	affect	affect	VERB
epaa-174	238	14	student	student	NOUN
epaa-174	238	15	graduation	graduation	NOUN
epaa-174	238	16	rates	rate	NOUN
epaa-174	238	17	,	,	PUNCT
epaa-174	238	18	nor	nor	CCONJ
epaa-174	238	19	whether	whether	SCONJ
epaa-174	238	20	there	there	PRON
epaa-174	238	21	perhaps	perhaps	ADV
epaa-174	238	22	is	be	AUX
epaa-174	238	23	a	a	DET
epaa-174	238	24	marginal	marginal	ADJ
epaa-174	238	25	or	or	CCONJ
epaa-174	238	26	threshold	threshold	NOUN
epaa-174	238	27	proportion	proportion	NOUN
epaa-174	238	28	of	of	ADP
epaa-174	238	29	funding	funding	NOUN
epaa-174	238	30	that	that	PRON
epaa-174	238	31	,	,	PUNCT
epaa-174	238	32	if	if	SCONJ
epaa-174	238	33	not	not	PART
epaa-174	238	34	realized	realize	VERB
epaa-174	238	35	or	or	CCONJ
epaa-174	238	36	exceeded	exceed	VERB
epaa-174	238	37	,	,	PUNCT
epaa-174	238	38	is	be	AUX
epaa-174	238	39	necessary	necessary	ADJ
epaa-174	238	40	for	for	ADP
epaa-174	238	41	budgetary	budgetary	ADJ
epaa-174	238	42	categories	category	NOUN
epaa-174	238	43	unrelated	unrelated	ADJ
epaa-174	238	44	to	to	ADP
epaa-174	238	45	graduation	graduation	NOUN
epaa-174	238	46	rates	rate	NOUN
epaa-174	238	47	.	.	PUNCT
epaa-174	239	1	further	further	ADJ
epaa-174	239	2	research	research	NOUN
epaa-174	239	3	can	can	AUX
epaa-174	239	4	pursue	pursue	VERB
epaa-174	239	5	these	these	DET
epaa-174	239	6	questions	question	NOUN
epaa-174	239	7	and	and	CCONJ
epaa-174	239	8	provide	provide	VERB
epaa-174	239	9	more	more	ADJ
epaa-174	239	10	targeted	target	VERB
epaa-174	239	11	guidance	guidance	NOUN
epaa-174	239	12	to	to	ADP
epaa-174	239	13	institutional	institutional	ADJ
epaa-174	239	14	planners	planner	NOUN
epaa-174	239	15	and	and	CCONJ
epaa-174	239	16	to	to	ADP
epaa-174	239	17	policy	policy	NOUN
epaa-174	239	18	and	and	CCONJ
epaa-174	239	19	budget	budget	NOUN
epaa-174	239	20	analysts	analyst	NOUN
epaa-174	239	21	.	.	PUNCT
epaa-174	240	1	in	in	ADP
epaa-174	240	2	general	general	ADJ
epaa-174	240	3	,	,	PUNCT
epaa-174	240	4	better	well	ADJ
epaa-174	240	5	information	information	NOUN
epaa-174	240	6	for	for	ADP
epaa-174	240	7	planners	planner	NOUN
epaa-174	240	8	will	will	AUX
epaa-174	240	9	make	make	VERB
epaa-174	240	10	them	they	PRON
epaa-174	240	11	more	more	ADV
epaa-174	240	12	likely	likely	ADJ
epaa-174	240	13	to	to	PART
epaa-174	240	14	attain	attain	VERB
epaa-174	240	15	benchmarks	benchmark	NOUN
epaa-174	240	16	through	through	ADP
epaa-174	240	17	thinking	think	VERB
epaa-174	240	18	strategically	strategically	ADV
epaa-174	240	19	about	about	ADP
epaa-174	240	20	obtaining	obtain	VERB
epaa-174	240	21	and	and	CCONJ
epaa-174	240	22	spending	spending	NOUN
epaa-174	240	23	funds	fund	NOUN
epaa-174	240	24	.	.	PUNCT
epaa-174	241	1	in	in	ADP
epaa-174	241	2	this	this	DET
epaa-174	241	3	context	context	NOUN
epaa-174	241	4	,	,	PUNCT
epaa-174	241	5	it	it	PRON
epaa-174	241	6	is	be	AUX
epaa-174	241	7	appropriate	appropriate	ADJ
epaa-174	241	8	to	to	PART
epaa-174	241	9	consider	consider	VERB
epaa-174	241	10	that	that	PRON
epaa-174	241	11	,	,	PUNCT
epaa-174	241	12	based	base	VERB
epaa-174	241	13	on	on	ADP
epaa-174	241	14	analysis	analysis	NOUN
epaa-174	241	15	of	of	ADP
epaa-174	241	16	ipeds	iped	NOUN
epaa-174	241	17	data	datum	NOUN
epaa-174	241	18	,	,	PUNCT
epaa-174	241	19	economic	economic	ADJ
epaa-174	241	20	disparities	disparity	NOUN
epaa-174	241	21	among	among	ADP
epaa-174	241	22	institutions	institution	NOUN
epaa-174	241	23	and	and	CCONJ
epaa-174	241	24	their	their	PRON
epaa-174	241	25	students	student	NOUN
epaa-174	241	26	are	be	AUX
epaa-174	241	27	increasing	increase	VERB
epaa-174	241	28	(	(	PUNCT
epaa-174	241	29	winston	winston	NOUN
epaa-174	241	30	,	,	PUNCT
epaa-174	241	31	2000	2000	NUM
epaa-174	241	32	)	)	PUNCT
epaa-174	241	33	.	.	PUNCT
epaa-174	242	1	finally	finally	ADV
epaa-174	242	2	,	,	PUNCT
epaa-174	242	3	this	this	DET
epaa-174	242	4	study	study	NOUN
epaa-174	242	5	can	can	AUX
epaa-174	242	6	provide	provide	VERB
epaa-174	242	7	useful	useful	ADJ
epaa-174	242	8	guidance	guidance	NOUN
epaa-174	242	9	for	for	ADP
epaa-174	242	10	interpreting	interpret	VERB
epaa-174	242	11	academic	academic	ADJ
epaa-174	242	12	work	work	NOUN
epaa-174	242	13	to	to	ADP
epaa-174	242	14	various	various	ADJ
epaa-174	242	15	publics	public	NOUN
epaa-174	242	16	,	,	PUNCT
epaa-174	242	17	such	such	ADJ
epaa-174	242	18	as	as	ADP
epaa-174	242	19	legislative	legislative	ADJ
epaa-174	242	20	bodies	body	NOUN
epaa-174	242	21	or	or	CCONJ
epaa-174	242	22	media	medium	NOUN
epaa-174	242	23	representatives	representative	NOUN
epaa-174	242	24	.	.	PUNCT
epaa-174	243	1	it	it	PRON
epaa-174	243	2	can	can	AUX
epaa-174	243	3	be	be	AUX
epaa-174	243	4	unclear	unclear	ADJ
epaa-174	243	5	18	18	NUM
epaa-174	243	6	of	of	ADP
epaa-174	243	7	23	23	NUM
epaa-174	243	8	whether	whether	SCONJ
epaa-174	243	9	or	or	CCONJ
epaa-174	243	10	how	how	SCONJ
epaa-174	243	11	an	an	DET
epaa-174	243	12	institution	institution	NOUN
epaa-174	243	13	’s	’s	PART
epaa-174	243	14	financial	financial	ADJ
epaa-174	243	15	decisions	decision	NOUN
epaa-174	243	16	are	be	AUX
epaa-174	243	17	related	relate	VERB
epaa-174	243	18	to	to	ADP
epaa-174	243	19	desirable	desirable	ADJ
epaa-174	243	20	outcomes	outcome	NOUN
epaa-174	243	21	such	such	ADJ
epaa-174	243	22	as	as	ADP
epaa-174	243	23	graduation	graduation	NOUN
epaa-174	243	24	rates	rate	NOUN
epaa-174	243	25	.	.	PUNCT
epaa-174	244	1	this	this	DET
epaa-174	244	2	study	study	NOUN
epaa-174	244	3	can	can	AUX
epaa-174	244	4	assist	assist	VERB
epaa-174	244	5	,	,	PUNCT
epaa-174	244	6	by	by	ADP
epaa-174	244	7	demonstrating	demonstrate	VERB
epaa-174	244	8	connections	connection	NOUN
epaa-174	244	9	between	between	ADP
epaa-174	244	10	institutions	institution	NOUN
epaa-174	244	11	’	’	PART
epaa-174	244	12	accountability	accountability	NOUN
epaa-174	244	13	for	for	ADP
epaa-174	244	14	their	their	PRON
epaa-174	244	15	stewardship	stewardship	NOUN
epaa-174	244	16	of	of	ADP
epaa-174	244	17	public	public	ADJ
epaa-174	244	18	resources	resource	NOUN
epaa-174	244	19	and	and	CCONJ
epaa-174	244	20	the	the	DET
epaa-174	244	21	larger	large	ADJ
epaa-174	244	22	good	good	NOUN
epaa-174	244	23	that	that	PRON
epaa-174	244	24	is	be	AUX
epaa-174	244	25	served	serve	VERB
epaa-174	244	26	by	by	ADP
epaa-174	244	27	strategic	strategic	ADJ
epaa-174	244	28	allocation	allocation	NOUN
epaa-174	244	29	of	of	ADP
epaa-174	244	30	resources	resource	NOUN
epaa-174	244	31	to	to	PART
epaa-174	244	32	support	support	VERB
epaa-174	244	33	the	the	DET
epaa-174	244	34	goal	goal	NOUN
epaa-174	244	35	of	of	ADP
epaa-174	244	36	student	student	NOUN
epaa-174	244	37	graduation	graduation	NOUN
epaa-174	244	38	and	and	CCONJ
epaa-174	244	39	other	other	ADJ
epaa-174	244	40	aspects	aspect	NOUN
epaa-174	244	41	of	of	ADP
epaa-174	244	42	the	the	DET
epaa-174	244	43	institution	institution	NOUN
epaa-174	244	44	’s	’s	PART
epaa-174	244	45	mission	mission	NOUN
epaa-174	244	46	.	.	PUNCT
epaa-174	245	1	institutional	institutional	ADJ
epaa-174	245	2	decisionmakers	decisionmaker	NOUN
epaa-174	245	3	may	may	AUX
epaa-174	245	4	be	be	AUX
epaa-174	245	5	better	well	ADV
epaa-174	245	6	able	able	ADJ
epaa-174	245	7	to	to	PART
epaa-174	245	8	decide	decide	VERB
epaa-174	245	9	where	where	SCONJ
epaa-174	245	10	to	to	PART
epaa-174	245	11	make	make	VERB
epaa-174	245	12	budget	budget	NOUN
epaa-174	245	13	cuts	cut	NOUN
epaa-174	245	14	and	and	CCONJ
epaa-174	245	15	to	to	PART
epaa-174	245	16	make	make	VERB
epaa-174	245	17	more	more	ADJ
epaa-174	245	18	finely	finely	ADV
epaa-174	245	19	-	-	PUNCT
epaa-174	245	20	tuned	tune	VERB
epaa-174	245	21	determinations	determination	NOUN
epaa-174	245	22	of	of	ADP
epaa-174	245	23	the	the	DET
epaa-174	245	24	tradeoffs	tradeoff	NOUN
epaa-174	245	25	and	and	CCONJ
epaa-174	245	26	other	other	ADJ
epaa-174	245	27	consequences	consequence	NOUN
epaa-174	245	28	of	of	ADP
epaa-174	245	29	such	such	ADJ
epaa-174	245	30	budgetary	budgetary	ADJ
epaa-174	245	31	reallocations	reallocation	NOUN
epaa-174	245	32	across	across	ADP
epaa-174	245	33	areas	area	NOUN
epaa-174	245	34	of	of	ADP
epaa-174	245	35	university	university	NOUN
epaa-174	245	36	activity	activity	NOUN
epaa-174	245	37	(	(	PUNCT
epaa-174	245	38	e.g.	e.g.	ADV
epaa-174	245	39	,	,	PUNCT
epaa-174	245	40	kissler	kissler	NOUN
epaa-174	245	41	,	,	PUNCT
epaa-174	245	42	1997	1997	NUM
epaa-174	245	43	)	)	PUNCT
epaa-174	245	44	.	.	PUNCT
epaa-174	246	1	further	further	ADJ
epaa-174	246	2	research	research	NOUN
epaa-174	246	3	can	can	AUX
epaa-174	246	4	focus	focus	VERB
epaa-174	246	5	on	on	ADP
epaa-174	246	6	examining	examine	VERB
epaa-174	246	7	private	private	ADJ
epaa-174	246	8	colleges	college	NOUN
epaa-174	246	9	and	and	CCONJ
epaa-174	246	10	universities	university	NOUN
epaa-174	246	11	or	or	CCONJ
epaa-174	246	12	incorporating	incorporate	VERB
epaa-174	246	13	additional	additional	ADJ
epaa-174	246	14	variables	variable	NOUN
epaa-174	246	15	that	that	PRON
epaa-174	246	16	will	will	AUX
epaa-174	246	17	enable	enable	VERB
epaa-174	246	18	reasonable	reasonable	ADJ
epaa-174	246	19	comparisons	comparison	NOUN
epaa-174	246	20	between	between	ADP
epaa-174	246	21	public	public	ADJ
epaa-174	246	22	and	and	CCONJ
epaa-174	246	23	private	private	ADJ
epaa-174	246	24	higher	high	ADJ
epaa-174	246	25	education	education	NOUN
epaa-174	246	26	institutions	institution	NOUN
epaa-174	246	27	.	.	PUNCT
epaa-174	247	1	additional	additional	ADJ
epaa-174	247	2	research	research	NOUN
epaa-174	247	3	also	also	ADV
epaa-174	247	4	will	will	AUX
epaa-174	247	5	be	be	AUX
epaa-174	247	6	necessary	necessary	ADJ
epaa-174	247	7	to	to	PART
epaa-174	247	8	see	see	VERB
epaa-174	247	9	whether	whether	SCONJ
epaa-174	247	10	the	the	DET
epaa-174	247	11	revised	revise	VERB
epaa-174	247	12	carnegie	carnegie	NOUN
epaa-174	247	13	classification	classification	NOUN
epaa-174	247	14	system	system	NOUN
epaa-174	247	15	is	be	AUX
epaa-174	247	16	similarly	similarly	ADV
epaa-174	247	17	useful	useful	ADJ
epaa-174	247	18	,	,	PUNCT
epaa-174	247	19	in	in	ADP
epaa-174	247	20	conjunction	conjunction	NOUN
epaa-174	247	21	with	with	ADP
epaa-174	247	22	other	other	ADJ
epaa-174	247	23	variables	variable	NOUN
epaa-174	247	24	,	,	PUNCT
epaa-174	247	25	in	in	ADP
epaa-174	247	26	examining	examine	VERB
epaa-174	247	27	student	student	NOUN
epaa-174	247	28	graduation	graduation	NOUN
epaa-174	247	29	rates	rate	NOUN
epaa-174	247	30	.	.	PUNCT
epaa-174	248	1	longitudinal	longitudinal	ADJ
epaa-174	248	2	research	research	NOUN
epaa-174	248	3	also	also	ADV
epaa-174	248	4	is	be	AUX
epaa-174	248	5	warranted	warrant	VERB
epaa-174	248	6	to	to	PART
epaa-174	248	7	test	test	VERB
epaa-174	248	8	this	this	DET
epaa-174	248	9	analysis	analysis	NOUN
epaa-174	248	10	across	across	ADP
epaa-174	248	11	time	time	NOUN
epaa-174	248	12	.	.	PUNCT
epaa-174	249	1	this	this	DET
epaa-174	249	2	study	study	NOUN
epaa-174	249	3	combined	combine	VERB
epaa-174	249	4	data	datum	NOUN
epaa-174	249	5	from	from	ADP
epaa-174	249	6	two	two	NUM
epaa-174	249	7	sources	source	NOUN
epaa-174	249	8	to	to	PART
epaa-174	249	9	analyze	analyze	VERB
epaa-174	249	10	one	one	NUM
epaa-174	249	11	year	year	NOUN
epaa-174	249	12	’s	’s	PART
epaa-174	249	13	worth	worth	NOUN
epaa-174	249	14	of	of	ADP
epaa-174	249	15	data	datum	NOUN
epaa-174	249	16	,	,	PUNCT
epaa-174	249	17	but	but	CCONJ
epaa-174	249	18	it	it	PRON
epaa-174	249	19	remains	remain	VERB
epaa-174	249	20	unclear	unclear	ADJ
epaa-174	249	21	how	how	SCONJ
epaa-174	249	22	patterns	pattern	NOUN
epaa-174	249	23	of	of	ADP
epaa-174	249	24	resource	resource	NOUN
epaa-174	249	25	allocation	allocation	NOUN
epaa-174	249	26	decisions	decision	NOUN
epaa-174	249	27	spanning	span	VERB
epaa-174	249	28	a	a	DET
epaa-174	249	29	number	number	NOUN
epaa-174	249	30	of	of	ADP
epaa-174	249	31	years	year	NOUN
epaa-174	249	32	may	may	AUX
epaa-174	249	33	affect	affect	VERB
epaa-174	249	34	graduation	graduation	NOUN
epaa-174	249	35	rates	rate	NOUN
epaa-174	249	36	or	or	CCONJ
epaa-174	249	37	provide	provide	VERB
epaa-174	249	38	additional	additional	ADJ
epaa-174	249	39	insights	insight	NOUN
epaa-174	249	40	into	into	ADP
epaa-174	249	41	how	how	SCONJ
epaa-174	249	42	such	such	ADJ
epaa-174	249	43	decisions	decision	NOUN
epaa-174	249	44	relate	relate	VERB
epaa-174	249	45	to	to	ADP
epaa-174	249	46	student	student	NOUN
epaa-174	249	47	graduation	graduation	NOUN
epaa-174	249	48	.	.	PUNCT
epaa-174	250	1	finally	finally	ADV
epaa-174	250	2	,	,	PUNCT
epaa-174	250	3	hbcu	hbcu	NOUN
epaa-174	250	4	status	status	NOUN
epaa-174	250	5	and	and	CCONJ
epaa-174	250	6	admissions	admission	NOUN
epaa-174	250	7	selectivity	selectivity	NOUN
epaa-174	250	8	warrant	warrant	NOUN
epaa-174	250	9	much	much	ADV
epaa-174	250	10	more	more	ADJ
epaa-174	250	11	study	study	NOUN
epaa-174	250	12	.	.	PUNCT
epaa-174	251	1	each	each	PRON
epaa-174	251	2	of	of	ADP
epaa-174	251	3	these	these	DET
epaa-174	251	4	variables	variable	NOUN
epaa-174	251	5	presented	present	VERB
epaa-174	251	6	much	much	ADV
epaa-174	251	7	more	more	ADJ
epaa-174	251	8	complexity	complexity	NOUN
epaa-174	251	9	than	than	SCONJ
epaa-174	251	10	was	be	AUX
epaa-174	251	11	expected	expect	VERB
epaa-174	251	12	initially	initially	ADV
epaa-174	251	13	,	,	PUNCT
epaa-174	251	14	and	and	CCONJ
epaa-174	251	15	the	the	DET
epaa-174	251	16	role	role	NOUN
epaa-174	251	17	that	that	PRON
epaa-174	251	18	each	each	PRON
epaa-174	251	19	plays	play	VERB
epaa-174	251	20	in	in	ADP
epaa-174	251	21	graduation	graduation	NOUN
epaa-174	251	22	rates	rate	NOUN
epaa-174	251	23	is	be	AUX
epaa-174	251	24	accounted	account	VERB
epaa-174	251	25	for	for	ADP
epaa-174	251	26	only	only	ADV
epaa-174	251	27	partly	partly	ADV
epaa-174	251	28	in	in	ADP
epaa-174	251	29	this	this	DET
epaa-174	251	30	model	model	NOUN
epaa-174	251	31	in	in	ADP
epaa-174	251	32	conjunction	conjunction	NOUN
epaa-174	251	33	with	with	ADP
epaa-174	251	34	the	the	DET
epaa-174	251	35	other	other	ADJ
epaa-174	251	36	variables	variable	NOUN
epaa-174	251	37	that	that	PRON
epaa-174	251	38	were	be	AUX
epaa-174	251	39	selected	select	VERB
epaa-174	251	40	.	.	PUNCT
epaa-174	252	1	additional	additional	ADJ
epaa-174	252	2	variables	variable	NOUN
epaa-174	252	3	that	that	PRON
epaa-174	252	4	were	be	AUX
epaa-174	252	5	not	not	PART
epaa-174	252	6	available	available	ADJ
epaa-174	252	7	for	for	SCONJ
epaa-174	252	8	the	the	DET
epaa-174	252	9	data	datum	NOUN
epaa-174	252	10	set	set	VERB
epaa-174	252	11	employed	employ	VERB
epaa-174	252	12	in	in	ADP
epaa-174	252	13	this	this	DET
epaa-174	252	14	analysis	analysis	NOUN
epaa-174	252	15	may	may	AUX
epaa-174	252	16	be	be	AUX
epaa-174	252	17	useful	useful	ADJ
epaa-174	252	18	in	in	ADP
epaa-174	252	19	future	future	ADJ
epaa-174	252	20	research	research	NOUN
epaa-174	252	21	.	.	PUNCT
epaa-174	253	1	disaggregating	disaggregate	VERB
epaa-174	253	2	institutional	institutional	ADJ
epaa-174	253	3	expenditure	expenditure	NOUN
epaa-174	253	4	and	and	CCONJ
epaa-174	253	5	financial	financial	ADJ
epaa-174	253	6	aid	aid	NOUN
epaa-174	253	7	data	datum	NOUN
epaa-174	253	8	into	into	ADP
epaa-174	253	9	separate	separate	ADJ
epaa-174	253	10	undergraduate	undergraduate	NOUN
epaa-174	253	11	and	and	CCONJ
epaa-174	253	12	graduate	graduate	NOUN
epaa-174	253	13	components	component	NOUN
epaa-174	253	14	would	would	AUX
epaa-174	253	15	be	be	AUX
epaa-174	253	16	extremely	extremely	ADV
epaa-174	253	17	useful	useful	ADJ
epaa-174	253	18	for	for	ADP
epaa-174	253	19	predicting	predict	VERB
epaa-174	253	20	undergraduate	undergraduate	ADJ
epaa-174	253	21	graduation	graduation	NOUN
epaa-174	253	22	rates	rate	NOUN
epaa-174	253	23	.	.	PUNCT
epaa-174	254	1	also	also	ADV
epaa-174	254	2	,	,	PUNCT
epaa-174	254	3	it	it	PRON
epaa-174	254	4	remains	remain	VERB
epaa-174	254	5	to	to	PART
epaa-174	254	6	be	be	AUX
epaa-174	254	7	seen	see	VERB
epaa-174	254	8	what	what	PRON
epaa-174	254	9	differences	difference	NOUN
epaa-174	254	10	in	in	ADP
epaa-174	254	11	ability	ability	NOUN
epaa-174	254	12	to	to	PART
epaa-174	254	13	predict	predict	VERB
epaa-174	254	14	graduation	graduation	NOUN
epaa-174	254	15	rates	rate	NOUN
epaa-174	254	16	will	will	AUX
epaa-174	254	17	emerge	emerge	VERB
epaa-174	254	18	from	from	ADP
epaa-174	254	19	any	any	DET
epaa-174	254	20	further	further	ADJ
epaa-174	254	21	revisions	revision	NOUN
epaa-174	254	22	in	in	ADP
epaa-174	254	23	the	the	DET
epaa-174	254	24	carnegie	carnegie	NOUN
epaa-174	254	25	classification	classification	NOUN
epaa-174	254	26	system	system	NOUN
epaa-174	254	27	.	.	PUNCT
epaa-174	255	1	furthermore	furthermore	ADV
epaa-174	255	2	,	,	PUNCT
epaa-174	255	3	within	within	ADP
epaa-174	255	4	the	the	DET
epaa-174	255	5	current	current	ADJ
epaa-174	255	6	carnegie	carnegie	NOUN
epaa-174	255	7	classification	classification	NOUN
epaa-174	255	8	system	system	NOUN
epaa-174	255	9	,	,	PUNCT
epaa-174	255	10	it	it	PRON
epaa-174	255	11	would	would	AUX
epaa-174	255	12	be	be	AUX
epaa-174	255	13	informative	informative	ADJ
epaa-174	255	14	to	to	PART
epaa-174	255	15	include	include	VERB
epaa-174	255	16	private	private	ADJ
epaa-174	255	17	institutions	institution	NOUN
epaa-174	255	18	,	,	PUNCT
epaa-174	255	19	to	to	PART
epaa-174	255	20	assess	assess	VERB
epaa-174	255	21	whether	whether	SCONJ
epaa-174	255	22	these	these	DET
epaa-174	255	23	findings	finding	NOUN
epaa-174	255	24	are	be	AUX
epaa-174	255	25	unique	unique	ADJ
epaa-174	255	26	to	to	ADP
epaa-174	255	27	public	public	ADJ
epaa-174	255	28	institutions	institution	NOUN
epaa-174	255	29	.	.	PUNCT
epaa-174	256	1	we	we	PRON
epaa-174	256	2	have	have	VERB
epaa-174	256	3	no	no	DET
epaa-174	256	4	direct	direct	ADJ
epaa-174	256	5	measures	measure	NOUN
epaa-174	256	6	of	of	ADP
epaa-174	256	7	socioeconomic	socioeconomic	ADJ
epaa-174	256	8	status	status	NOUN
epaa-174	256	9	at	at	ADP
epaa-174	256	10	the	the	DET
epaa-174	256	11	institutional	institutional	ADJ
epaa-174	256	12	level	level	NOUN
epaa-174	256	13	,	,	PUNCT
epaa-174	256	14	although	although	SCONJ
epaa-174	256	15	future	future	ADJ
epaa-174	256	16	research	research	NOUN
epaa-174	256	17	may	may	AUX
epaa-174	256	18	find	find	VERB
epaa-174	256	19	it	it	PRON
epaa-174	256	20	productive	productive	ADJ
epaa-174	256	21	to	to	PART
epaa-174	256	22	employ	employ	VERB
epaa-174	256	23	measures	measure	NOUN
epaa-174	256	24	of	of	ADP
epaa-174	256	25	student	student	NOUN
epaa-174	256	26	eligibility	eligibility	NOUN
epaa-174	256	27	for	for	ADP
epaa-174	256	28	financial	financial	ADJ
epaa-174	256	29	aid	aid	NOUN
epaa-174	256	30	such	such	ADJ
epaa-174	256	31	as	as	ADP
epaa-174	256	32	percentage	percentage	NOUN
epaa-174	256	33	of	of	ADP
epaa-174	256	34	students	student	NOUN
epaa-174	256	35	eligible	eligible	ADJ
epaa-174	256	36	for	for	ADP
epaa-174	256	37	pell	pell	NOUN
epaa-174	256	38	grants	grant	NOUN
epaa-174	256	39	.	.	PUNCT
epaa-174	257	1	in	in	ADP
epaa-174	257	2	addition	addition	NOUN
epaa-174	257	3	,	,	PUNCT
epaa-174	257	4	a	a	DET
epaa-174	257	5	measure	measure	NOUN
epaa-174	257	6	of	of	ADP
epaa-174	257	7	the	the	DET
epaa-174	257	8	extent	extent	NOUN
epaa-174	257	9	to	to	PART
epaa-174	257	10	which	which	PRON
epaa-174	257	11	a	a	DET
epaa-174	257	12	campus	campus	NOUN
epaa-174	257	13	is	be	AUX
epaa-174	257	14	residential	residential	ADJ
epaa-174	257	15	would	would	AUX
epaa-174	257	16	be	be	AUX
epaa-174	257	17	informative	informative	ADJ
epaa-174	257	18	,	,	PUNCT
epaa-174	257	19	particularly	particularly	ADV
epaa-174	257	20	regarding	regard	VERB
epaa-174	257	21	the	the	DET
epaa-174	257	22	allocation	allocation	NOUN
epaa-174	257	23	of	of	ADP
epaa-174	257	24	institutional	institutional	ADJ
epaa-174	257	25	costs	cost	NOUN
epaa-174	257	26	for	for	ADP
epaa-174	257	27	on	on	ADP
epaa-174	257	28	-	-	PUNCT
epaa-174	257	29	campus	campus	NOUN
epaa-174	257	30	student	student	NOUN
epaa-174	257	31	support	support	NOUN
epaa-174	257	32	.	.	PUNCT
epaa-174	258	1	future	future	ADJ
epaa-174	258	2	research	research	NOUN
epaa-174	258	3	may	may	AUX
epaa-174	258	4	be	be	AUX
epaa-174	258	5	guided	guide	VERB
epaa-174	258	6	,	,	PUNCT
epaa-174	258	7	too	too	ADV
epaa-174	258	8	,	,	PUNCT
epaa-174	258	9	by	by	ADP
epaa-174	258	10	the	the	DET
epaa-174	258	11	reality	reality	NOUN
epaa-174	258	12	that	that	SCONJ
epaa-174	258	13	many	many	ADJ
epaa-174	258	14	of	of	ADP
epaa-174	258	15	the	the	DET
epaa-174	258	16	significant	significant	ADJ
epaa-174	258	17	predictors	predictor	NOUN
epaa-174	258	18	in	in	ADP
epaa-174	258	19	this	this	DET
epaa-174	258	20	analysis	analysis	NOUN
epaa-174	258	21	involved	involve	VERB
epaa-174	258	22	variables	variable	NOUN
epaa-174	258	23	that	that	PRON
epaa-174	258	24	were	be	AUX
epaa-174	258	25	not	not	PART
epaa-174	258	26	directly	directly	ADV
epaa-174	258	27	controllable	controllable	ADJ
epaa-174	258	28	by	by	ADP
epaa-174	258	29	institutional	institutional	ADJ
epaa-174	258	30	administrators	administrator	NOUN
epaa-174	258	31	.	.	PUNCT
epaa-174	259	1	institutional	institutional	ADJ
epaa-174	259	2	location	location	NOUN
epaa-174	259	3	and	and	CCONJ
epaa-174	259	4	type	type	NOUN
epaa-174	259	5	are	be	AUX
epaa-174	259	6	not	not	PART
epaa-174	259	7	changed	change	VERB
epaa-174	259	8	easily	easily	ADV
epaa-174	259	9	,	,	PUNCT
epaa-174	259	10	if	if	SCONJ
epaa-174	259	11	at	at	ADV
epaa-174	259	12	all	all	ADV
epaa-174	259	13	,	,	PUNCT
epaa-174	259	14	and	and	CCONJ
epaa-174	259	15	selectivity	selectivity	NOUN
epaa-174	259	16	is	be	AUX
epaa-174	259	17	difficult	difficult	ADJ
epaa-174	259	18	to	to	PART
epaa-174	259	19	change	change	VERB
epaa-174	259	20	in	in	ADP
epaa-174	259	21	the	the	DET
epaa-174	259	22	short	short	ADJ
epaa-174	259	23	run	run	NOUN
epaa-174	259	24	particularly	particularly	ADV
epaa-174	259	25	in	in	ADP
epaa-174	259	26	public	public	ADJ
epaa-174	259	27	institutions	institution	NOUN
epaa-174	259	28	owing	owe	VERB
epaa-174	259	29	to	to	ADP
epaa-174	259	30	legal	legal	ADJ
epaa-174	259	31	requirements	requirement	NOUN
epaa-174	259	32	to	to	PART
epaa-174	259	33	admit	admit	VERB
epaa-174	259	34	a	a	DET
epaa-174	259	35	wide	wide	ADJ
epaa-174	259	36	range	range	NOUN
epaa-174	259	37	of	of	ADP
epaa-174	259	38	in	in	ADP
epaa-174	259	39	-	-	PUNCT
epaa-174	259	40	state	state	NOUN
epaa-174	259	41	high	high	ADJ
epaa-174	259	42	school	school	NOUN
epaa-174	259	43	graduates	graduate	NOUN
epaa-174	259	44	.	.	PUNCT
epaa-174	260	1	nonetheless	nonetheless	ADV
epaa-174	260	2	,	,	PUNCT
epaa-174	260	3	our	our	PRON
epaa-174	260	4	results	result	NOUN
epaa-174	260	5	suggest	suggest	VERB
epaa-174	260	6	that	that	SCONJ
epaa-174	260	7	controllable	controllable	ADJ
epaa-174	260	8	variables	variable	NOUN
epaa-174	260	9	such	such	ADJ
epaa-174	260	10	as	as	ADP
epaa-174	260	11	student	student	NOUN
epaa-174	260	12	financial	financial	ADJ
epaa-174	260	13	aid	aid	NOUN
epaa-174	260	14	,	,	PUNCT
epaa-174	260	15	instructional	instructional	ADJ
epaa-174	260	16	expenditures	expenditure	NOUN
epaa-174	260	17	,	,	PUNCT
epaa-174	260	18	library	library	ADJ
epaa-174	260	19	expenditures	expenditure	NOUN
epaa-174	260	20	,	,	PUNCT
epaa-174	260	21	and	and	CCONJ
epaa-174	260	22	nonlibrary	nonlibrary	ADJ
epaa-174	260	23	academic	academic	ADJ
epaa-174	260	24	support	support	NOUN
epaa-174	260	25	expenditures	expenditure	NOUN
epaa-174	260	26	exert	exert	VERB
epaa-174	260	27	major	major	ADJ
epaa-174	260	28	influence	influence	NOUN
epaa-174	260	29	over	over	ADP
epaa-174	260	30	graduation	graduation	NOUN
epaa-174	260	31	rate	rate	NOUN
epaa-174	260	32	outcomes	outcome	NOUN
epaa-174	260	33	.	.	PUNCT
epaa-174	261	1	an	an	DET
epaa-174	261	2	elaboration	elaboration	NOUN
epaa-174	261	3	of	of	ADP
epaa-174	261	4	these	these	DET
epaa-174	261	5	controllable	controllable	ADJ
epaa-174	261	6	aspects	aspect	NOUN
epaa-174	261	7	of	of	ADP
epaa-174	261	8	institutional	institutional	ADJ
epaa-174	261	9	realities	reality	NOUN
epaa-174	261	10	,	,	PUNCT
epaa-174	261	11	perhaps	perhaps	ADV
epaa-174	261	12	fortified	fortify	VERB
epaa-174	261	13	by	by	ADP
epaa-174	261	14	exemplary	exemplary	ADJ
epaa-174	261	15	case	case	NOUN
epaa-174	261	16	studies	study	NOUN
epaa-174	261	17	,	,	PUNCT
epaa-174	261	18	would	would	AUX
epaa-174	261	19	provide	provide	VERB
epaa-174	261	20	valuable	valuable	ADJ
epaa-174	261	21	additional	additional	ADJ
epaa-174	261	22	perspectives	perspective	NOUN
epaa-174	261	23	on	on	ADP
epaa-174	261	24	what	what	PRON
epaa-174	261	25	institutional	institutional	ADJ
epaa-174	261	26	officers	officer	NOUN
epaa-174	261	27	and	and	CCONJ
epaa-174	261	28	public	public	ADJ
epaa-174	261	29	decisionmakers	decisionmaker	NOUN
epaa-174	261	30	can	can	AUX
epaa-174	261	31	do	do	AUX
epaa-174	261	32	to	to	PART
epaa-174	261	33	influence	influence	VERB
epaa-174	261	34	the	the	DET
epaa-174	261	35	rate	rate	NOUN
epaa-174	261	36	at	at	ADP
epaa-174	261	37	which	which	PRON
epaa-174	261	38	students	student	NOUN
epaa-174	261	39	successfully	successfully	ADV
epaa-174	261	40	complete	complete	VERB
epaa-174	261	41	their	their	PRON
epaa-174	261	42	undergraduate	undergraduate	ADJ
epaa-174	261	43	studies	study	NOUN
epaa-174	261	44	.	.	PUNCT
epaa-174	262	1	notes	note	NOUN
epaa-174	262	2	19	19	NUM
epaa-174	262	3	of	of	ADP
epaa-174	262	4	23	23	NUM
epaa-174	262	5	the	the	DET
epaa-174	262	6	authors	author	NOUN
epaa-174	262	7	wish	wish	VERB
epaa-174	262	8	to	to	PART
epaa-174	262	9	thank	thank	VERB
epaa-174	262	10	professors	professor	NOUN
epaa-174	262	11	don	don	PROPN
epaa-174	262	12	hossler	hossler	PROPN
epaa-174	262	13	and	and	CCONJ
epaa-174	262	14	george	george	PROPN
epaa-174	262	15	kuh	kuh	PROPN
epaa-174	262	16	for	for	ADP
epaa-174	262	17	their	their	PRON
epaa-174	262	18	thoughtful	thoughtful	ADJ
epaa-174	262	19	reviews	review	NOUN
epaa-174	262	20	of	of	ADP
epaa-174	262	21	an	an	DET
epaa-174	262	22	earlier	early	ADJ
epaa-174	262	23	draft	draft	NOUN
epaa-174	262	24	of	of	ADP
epaa-174	262	25	this	this	DET
epaa-174	262	26	manuscript	manuscript	NOUN
epaa-174	262	27	.	.	PUNCT
epaa-174	263	1	1	1	X
epaa-174	263	2	.	.	X
epaa-174	264	1	the	the	DET
epaa-174	264	2	categories	category	NOUN
epaa-174	264	3	listed	list	VERB
epaa-174	264	4	preceding	precede	VERB
epaa-174	264	5	e&g	e&g	PROPN
epaa-174	264	6	are	be	AUX
epaa-174	264	7	included	include	VERB
epaa-174	264	8	within	within	ADP
epaa-174	264	9	the	the	DET
epaa-174	264	10	e&g	e&g	PROPN
epaa-174	264	11	total	total	NOUN
epaa-174	264	12	,	,	PUNCT
epaa-174	264	13	but	but	CCONJ
epaa-174	264	14	e&g	e&g	PROPN
epaa-174	264	15	also	also	ADV
epaa-174	264	16	contains	contain	VERB
epaa-174	264	17	other	other	ADJ
epaa-174	264	18	categories	category	NOUN
epaa-174	264	19	of	of	ADP
epaa-174	264	20	expenditures	expenditure	NOUN
epaa-174	264	21	(	(	PUNCT
epaa-174	264	22	such	such	ADJ
epaa-174	264	23	as	as	ADP
epaa-174	264	24	auxiliary	auxiliary	ADJ
epaa-174	264	25	enterprises	enterprise	NOUN
epaa-174	264	26	)	)	PUNCT
epaa-174	264	27	that	that	PRON
epaa-174	264	28	were	be	AUX
epaa-174	264	29	not	not	PART
epaa-174	264	30	included	include	VERB
epaa-174	264	31	in	in	ADP
epaa-174	264	32	this	this	DET
epaa-174	264	33	analysis	analysis	NOUN
epaa-174	264	34	.	.	PUNCT
epaa-174	265	1	thus	thus	ADV
epaa-174	265	2	,	,	PUNCT
epaa-174	265	3	including	include	VERB
epaa-174	265	4	e&g	e&g	PROPN
epaa-174	265	5	in	in	ADP
epaa-174	265	6	our	our	PRON
epaa-174	265	7	model	model	NOUN
epaa-174	265	8	does	do	AUX
epaa-174	265	9	not	not	PART
epaa-174	265	10	produce	produce	VERB
epaa-174	265	11	exact	exact	ADJ
epaa-174	265	12	collinearities	collinearitie	NOUN
epaa-174	265	13	with	with	ADP
epaa-174	265	14	its	its	PRON
epaa-174	265	15	constituent	constituent	NOUN
epaa-174	265	16	variables	variable	NOUN
epaa-174	265	17	that	that	PRON
epaa-174	265	18	are	be	AUX
epaa-174	265	19	included	include	VERB
epaa-174	265	20	in	in	ADP
epaa-174	265	21	the	the	DET
epaa-174	265	22	same	same	ADJ
epaa-174	265	23	model	model	NOUN
epaa-174	265	24	.	.	PUNCT
epaa-174	266	1	2	2	X
epaa-174	266	2	.	.	X
epaa-174	266	3	it	it	PRON
epaa-174	266	4	is	be	AUX
epaa-174	266	5	important	important	ADJ
epaa-174	266	6	to	to	PART
epaa-174	266	7	note	note	VERB
epaa-174	266	8	that	that	SCONJ
epaa-174	266	9	,	,	PUNCT
epaa-174	266	10	although	although	SCONJ
epaa-174	266	11	the	the	DET
epaa-174	266	12	effect	effect	NOUN
epaa-174	266	13	of	of	ADP
epaa-174	266	14	region	region	NOUN
epaa-174	266	15	is	be	AUX
epaa-174	266	16	not	not	PART
epaa-174	266	17	significant	significant	ADJ
epaa-174	266	18	in	in	ADP
epaa-174	266	19	this	this	DET
epaa-174	266	20	full	full	ADJ
epaa-174	266	21	model	model	NOUN
epaa-174	266	22	,	,	PUNCT
epaa-174	266	23	there	there	PRON
epaa-174	266	24	are	be	VERB
epaa-174	266	25	significant	significant	ADJ
epaa-174	266	26	differences	difference	NOUN
epaa-174	266	27	in	in	ADP
epaa-174	266	28	estimated	estimate	VERB
epaa-174	266	29	mean	mean	ADJ
epaa-174	266	30	graduation	graduation	NOUN
epaa-174	266	31	rates	rate	NOUN
epaa-174	266	32	attributable	attributable	ADJ
epaa-174	266	33	to	to	ADP
epaa-174	266	34	region	region	NOUN
epaa-174	266	35	(	(	PUNCT
epaa-174	266	36	f	f	NOUN
epaa-174	266	37	=	=	SYM
epaa-174	266	38	5.134	5.134	NUM
epaa-174	266	39	,	,	PUNCT
epaa-174	266	40	p	p	X
epaa-174	266	41	<	<	X
epaa-174	266	42	.001	.001	NUM
epaa-174	266	43	,	,	PUNCT
epaa-174	266	44	(	(	PUNCT
epaa-174	266	45	eta	eta	NOUN
epaa-174	266	46	)	)	PUNCT
epaa-174	266	47	2	2	NUM
epaa-174	266	48	=	=	SYM
epaa-174	266	49	.080	.080	NUM
epaa-174	266	50	,	,	PUNCT
epaa-174	266	51	power	power	NOUN
epaa-174	266	52	=	=	PUNCT
epaa-174	266	53	.998	.998	NUM
epaa-174	266	54	)	)	PUNCT
epaa-174	266	55	when	when	SCONJ
epaa-174	266	56	the	the	DET
epaa-174	266	57	two	two	NUM
epaa-174	266	58	interactions	interaction	NOUN
epaa-174	266	59	are	be	AUX
epaa-174	266	60	removed	remove	VERB
epaa-174	266	61	from	from	ADP
epaa-174	266	62	the	the	DET
epaa-174	266	63	full	full	ADJ
epaa-174	266	64	model	model	NOUN
epaa-174	266	65	.	.	PUNCT
epaa-174	267	1	clearly	clearly	ADV
epaa-174	267	2	,	,	PUNCT
epaa-174	267	3	the	the	DET
epaa-174	267	4	effect	effect	NOUN
epaa-174	267	5	of	of	ADP
epaa-174	267	6	region	region	NOUN
epaa-174	267	7	in	in	ADP
epaa-174	267	8	the	the	DET
epaa-174	267	9	full	full	ADJ
epaa-174	267	10	model	model	NOUN
epaa-174	267	11	containing	contain	VERB
epaa-174	267	12	interactions	interaction	NOUN
epaa-174	267	13	is	be	AUX
epaa-174	267	14	attenuated	attenuate	VERB
epaa-174	267	15	in	in	ADP
epaa-174	267	16	particular	particular	ADJ
epaa-174	267	17	by	by	ADP
epaa-174	267	18	the	the	DET
epaa-174	267	19	interaction	interaction	NOUN
epaa-174	267	20	with	with	ADP
epaa-174	267	21	medical	medical	ADJ
epaa-174	267	22	.	.	PUNCT
epaa-174	268	1	in	in	ADP
epaa-174	268	2	the	the	DET
epaa-174	268	3	alternative	alternative	ADJ
epaa-174	268	4	non	non	ADJ
epaa-174	268	5	-	-	ADJ
epaa-174	268	6	interaction	interaction	ADJ
epaa-174	268	7	model	model	NOUN
epaa-174	268	8	,	,	PUNCT
epaa-174	268	9	urban	urban	ADJ
epaa-174	268	10	is	be	AUX
epaa-174	268	11	significant	significant	ADJ
epaa-174	268	12	(	(	PUNCT
epaa-174	268	13	f	f	X
epaa-174	268	14	=	=	SYM
epaa-174	268	15	25.782	25.782	NUM
epaa-174	268	16	,	,	PUNCT
epaa-174	268	17	p	p	X
epaa-174	268	18	<	<	X
epaa-174	268	19	.001	.001	NUM
epaa-174	268	20	,	,	PUNCT
epaa-174	268	21	(	(	PUNCT
epaa-174	268	22	eta	eta	NOUN
epaa-174	268	23	)	)	PUNCT
epaa-174	268	24	2	2	NUM
epaa-174	268	25	=	=	SYM
epaa-174	268	26	.059	.059	NUM
epaa-174	268	27	,	,	PUNCT
epaa-174	268	28	power	power	NOUN
epaa-174	268	29	=	=	SYM
epaa-174	268	30	.999	.999	NUM
epaa-174	268	31	)	)	PUNCT
epaa-174	268	32	.	.	PUNCT
epaa-174	269	1	there	there	PRON
epaa-174	269	2	are	be	VERB
epaa-174	269	3	no	no	DET
epaa-174	269	4	other	other	ADJ
epaa-174	269	5	major	major	ADJ
epaa-174	269	6	changes	change	NOUN
epaa-174	269	7	between	between	ADP
epaa-174	269	8	the	the	DET
epaa-174	269	9	interaction	interaction	NOUN
epaa-174	269	10	model	model	NOUN
epaa-174	269	11	results	result	NOUN
epaa-174	269	12	shown	show	VERB
epaa-174	269	13	in	in	ADP
epaa-174	269	14	table	table	NOUN
epaa-174	269	15	1	1	NUM
epaa-174	269	16	and	and	CCONJ
epaa-174	269	17	the	the	DET
epaa-174	269	18	alternative	alternative	ADJ
epaa-174	269	19	model	model	NOUN
epaa-174	269	20	without	without	ADP
epaa-174	269	21	interactions	interaction	NOUN
epaa-174	269	22	(	(	PUNCT
epaa-174	269	23	r	r	NOUN
epaa-174	269	24	2	2	NUM
epaa-174	269	25	=	=	SYM
epaa-174	269	26	.571	.571	NUM
epaa-174	269	27	,	,	PUNCT
epaa-174	269	28	adjusted	adjust	VERB
epaa-174	269	29	r	r	NOUN
epaa-174	269	30	2	2	NUM
epaa-174	269	31	=	=	NUM
epaa-174	269	32	.541	.541	NUM
epaa-174	269	33	;	;	PUNCT
epaa-174	269	34	see	see	VERB
epaa-174	269	35	table	table	NOUN
epaa-174	269	36	5	5	NUM
epaa-174	269	37	)	)	PUNCT
epaa-174	269	38	.	.	PUNCT
epaa-174	270	1	for	for	ADP
epaa-174	270	2	the	the	DET
epaa-174	270	3	model	model	NOUN
epaa-174	270	4	lacking	lack	VERB
epaa-174	270	5	interaction	interaction	NOUN
epaa-174	270	6	effects	effect	NOUN
epaa-174	270	7	,	,	PUNCT
epaa-174	270	8	the	the	DET
epaa-174	270	9	estimated	estimate	VERB
epaa-174	270	10	marginal	marginal	ADJ
epaa-174	270	11	means	mean	NOUN
epaa-174	270	12	are	be	AUX
epaa-174	270	13	also	also	ADV
epaa-174	270	14	highest	high	ADJ
epaa-174	270	15	for	for	ADP
epaa-174	270	16	the	the	DET
epaa-174	270	17	mid	mid	PROPN
epaa-174	270	18	-	-	PROPN
epaa-174	270	19	east	east	ADJ
epaa-174	270	20	(	(	PUNCT
epaa-174	270	21	43.632	43.632	NUM
epaa-174	270	22	%	%	NOUN
epaa-174	270	23	)	)	PUNCT
epaa-174	270	24	and	and	CCONJ
epaa-174	270	25	new	new	PROPN
epaa-174	270	26	england	england	PROPN
epaa-174	270	27	(	(	PUNCT
epaa-174	270	28	38.898	38.898	NUM
epaa-174	270	29	%	%	NOUN
epaa-174	270	30	)	)	PUNCT
epaa-174	270	31	,	,	PUNCT
epaa-174	270	32	followed	follow	VERB
epaa-174	270	33	by	by	ADP
epaa-174	270	34	the	the	DET
epaa-174	270	35	great	great	ADJ
epaa-174	270	36	lakes	lake	NOUN
epaa-174	270	37	(	(	PUNCT
epaa-174	270	38	36.995	36.995	NUM
epaa-174	270	39	%	%	NOUN
epaa-174	270	40	)	)	PUNCT
epaa-174	270	41	,	,	PUNCT
epaa-174	270	42	southeast	southeast	NOUN
epaa-174	270	43	(	(	PUNCT
epaa-174	270	44	36.057	36.057	NUM
epaa-174	270	45	%	%	NOUN
epaa-174	270	46	)	)	PUNCT
epaa-174	270	47	,	,	PUNCT
epaa-174	270	48	west	west	PROPN
epaa-174	270	49	coast	coast	PROPN
epaa-174	270	50	(	(	PUNCT
epaa-174	270	51	35.400	35.400	NUM
epaa-174	270	52	%	%	NOUN
epaa-174	270	53	)	)	PUNCT
epaa-174	270	54	,	,	PUNCT
epaa-174	270	55	plains	plain	NOUN
epaa-174	270	56	(	(	PUNCT
epaa-174	270	57	35.232	35.232	NUM
epaa-174	270	58	%	%	NOUN
epaa-174	270	59	)	)	PUNCT
epaa-174	270	60	,	,	PUNCT
epaa-174	270	61	rockies	rockie	NOUN
epaa-174	270	62	(	(	PUNCT
epaa-174	270	63	32.790	32.790	NUM
epaa-174	270	64	%	%	NOUN
epaa-174	270	65	)	)	PUNCT
epaa-174	270	66	,	,	PUNCT
epaa-174	270	67	and	and	CCONJ
epaa-174	270	68	southwest	southwest	NOUN
epaa-174	270	69	(	(	PUNCT
epaa-174	270	70	30.530	30.530	NUM
epaa-174	270	71	%	%	NOUN
epaa-174	270	72	)	)	PUNCT
epaa-174	270	73	.	.	PUNCT
epaa-174	271	1	references	reference	NOUN
epaa-174	271	2	astin	astin	PROPN
epaa-174	271	3	,	,	PUNCT
epaa-174	271	4	a.	a.	PROPN
epaa-174	271	5	w.	w.	PROPN
epaa-174	271	6	(	(	PUNCT
epaa-174	271	7	1997	1997	NUM
epaa-174	271	8	)	)	PUNCT
epaa-174	271	9	.	.	PUNCT
epaa-174	272	1	how	how	SCONJ
epaa-174	272	2	“	"	PUNCT
epaa-174	272	3	good	good	ADJ
epaa-174	272	4	”	"	PUNCT
epaa-174	272	5	is	be	AUX
epaa-174	272	6	your	your	PRON
epaa-174	272	7	institution	institution	NOUN
epaa-174	272	8	’s	’s	PART
epaa-174	272	9	retention	retention	NOUN
epaa-174	272	10	rate	rate	NOUN
epaa-174	272	11	?	?	PUNCT
epaa-174	273	1	research	research	NOUN
epaa-174	273	2	in	in	ADP
epaa-174	273	3	higher	high	ADJ
epaa-174	273	4	education	education	NOUN
epaa-174	273	5	,	,	PUNCT
epaa-174	273	6	38(6	38(6	NOUN
epaa-174	273	7	)	)	PUNCT
epaa-174	273	8	,	,	PUNCT
epaa-174	273	9	647	647	NUM
epaa-174	273	10	-	-	SYM
epaa-174	273	11	658	658	NUM
epaa-174	273	12	.	.	PUNCT
epaa-174	274	1	balderston	balderston	NOUN
epaa-174	274	2	,	,	PUNCT
epaa-174	274	3	f.	f.	PROPN
epaa-174	274	4	e.	e.	PROPN
epaa-174	274	5	(	(	PUNCT
epaa-174	274	6	1995	1995	NUM
epaa-174	274	7	)	)	PUNCT
epaa-174	274	8	.	.	PUNCT
epaa-174	275	1	managing	manage	VERB
epaa-174	275	2	today	today	NOUN
epaa-174	275	3	’s	’s	PART
epaa-174	275	4	university	university	NOUN
epaa-174	275	5	(	(	PUNCT
epaa-174	275	6	2nd	2nd	NOUN
epaa-174	275	7	ed	ed	NOUN
epaa-174	275	8	.	.	PUNCT
epaa-174	275	9	)	)	PUNCT
epaa-174	275	10	.	.	PUNCT
epaa-174	276	1	san	san	PROPN
epaa-174	276	2	francisco	francisco	PROPN
epaa-174	276	3	,	,	PUNCT
epaa-174	276	4	ca	ca	NOUN
epaa-174	276	5	:	:	PUNCT
epaa-174	276	6	jossey	jossey	NOUN
epaa-174	276	7	-	-	PUNCT
epaa-174	276	8	bass	bass	NOUN
epaa-174	276	9	.	.	PUNCT
epaa-174	277	1	berger	berger	PROPN
epaa-174	277	2	,	,	PUNCT
epaa-174	277	3	j.	j.	PROPN
epaa-174	277	4	b.	b.	PROPN
epaa-174	277	5	,	,	PUNCT
epaa-174	277	6	&	&	CCONJ
epaa-174	277	7	braxton	braxton	PROPN
epaa-174	277	8	,	,	PUNCT
epaa-174	277	9	j.	j.	PROPN
epaa-174	277	10	m.	m.	PROPN
epaa-174	277	11	(	(	PUNCT
epaa-174	277	12	1998	1998	NUM
epaa-174	277	13	)	)	PUNCT
epaa-174	277	14	.	.	PUNCT
epaa-174	278	1	revising	revise	VERB
epaa-174	278	2	tinto	tinto	PROPN
epaa-174	278	3	’s	’s	PART
epaa-174	278	4	interactionist	interactionist	ADJ
epaa-174	278	5	theory	theory	NOUN
epaa-174	278	6	of	of	ADP
epaa-174	278	7	student	student	NOUN
epaa-174	278	8	departure	departure	NOUN
epaa-174	278	9	through	through	ADP
epaa-174	278	10	theory	theory	NOUN
epaa-174	278	11	elaboration	elaboration	NOUN
epaa-174	278	12	:	:	PUNCT
epaa-174	278	13	examining	examine	VERB
epaa-174	278	14	the	the	DET
epaa-174	278	15	roles	role	NOUN
epaa-174	278	16	of	of	ADP
epaa-174	278	17	organizational	organizational	ADJ
epaa-174	278	18	attributes	attribute	NOUN
epaa-174	278	19	in	in	ADP
epaa-174	278	20	the	the	DET
epaa-174	278	21	persistence	persistence	NOUN
epaa-174	278	22	process	process	NOUN
epaa-174	278	23	.	.	PUNCT
epaa-174	279	1	research	research	NOUN
epaa-174	279	2	in	in	ADP
epaa-174	279	3	higher	high	ADJ
epaa-174	279	4	education	education	NOUN
epaa-174	279	5	,	,	PUNCT
epaa-174	279	6	39	39	NUM
epaa-174	279	7	,	,	PUNCT
epaa-174	279	8	103	103	NUM
epaa-174	279	9	-	-	SYM
epaa-174	279	10	119	119	NUM
epaa-174	279	11	.	.	PUNCT
epaa-174	280	1	brinkman	brinkman	PROPN
epaa-174	280	2	,	,	PUNCT
epaa-174	280	3	p.	p.	PROPN
epaa-174	280	4	t.	t.	PROPN
epaa-174	280	5	,	,	PUNCT
epaa-174	280	6	&	&	CCONJ
epaa-174	280	7	morgan	morgan	PROPN
epaa-174	280	8	,	,	PUNCT
epaa-174	280	9	a.	a.	PROPN
epaa-174	280	10	w.	w.	PROPN
epaa-174	280	11	(	(	PUNCT
epaa-174	280	12	1997	1997	NUM
epaa-174	280	13	)	)	PUNCT
epaa-174	280	14	.	.	PUNCT
epaa-174	281	1	changing	change	VERB
epaa-174	281	2	fiscal	fiscal	ADJ
epaa-174	281	3	strategies	strategy	NOUN
epaa-174	281	4	for	for	ADP
epaa-174	281	5	planning	planning	NOUN
epaa-174	281	6	.	.	PUNCT
epaa-174	282	1	in	in	ADP
epaa-174	282	2	m.	m.	PROPN
epaa-174	282	3	w.	w.	PROPN
epaa-174	282	4	peterson	peterson	PROPN
epaa-174	282	5	,	,	PUNCT
epaa-174	282	6	d.	d.	PROPN
epaa-174	282	7	d.	d.	PROPN
epaa-174	282	8	dill	dill	PROPN
epaa-174	282	9	,	,	PUNCT
epaa-174	282	10	l.	l.	PROPN
epaa-174	282	11	a.	a.	NOUN
epaa-174	282	12	mets	mets	PROPN
epaa-174	282	13	,	,	PUNCT
epaa-174	282	14	&	&	CCONJ
epaa-174	282	15	associates	associates	PROPN
epaa-174	282	16	,	,	PUNCT
epaa-174	282	17	planning	planning	NOUN
epaa-174	282	18	and	and	CCONJ
epaa-174	282	19	management	management	NOUN
epaa-174	282	20	for	for	ADP
epaa-174	282	21	a	a	DET
epaa-174	282	22	changing	change	VERB
epaa-174	282	23	environment	environment	NOUN
epaa-174	282	24	(	(	PUNCT
epaa-174	282	25	pp	pp	ADJ
epaa-174	282	26	.	.	PUNCT
epaa-174	282	27	288	288	NUM
epaa-174	282	28	-	-	SYM
epaa-174	282	29	306	306	NUM
epaa-174	282	30	)	)	PUNCT
epaa-174	282	31	.	.	PUNCT
epaa-174	283	1	san	san	PROPN
epaa-174	283	2	francisco	francisco	PROPN
epaa-174	283	3	,	,	PUNCT
epaa-174	283	4	ca	ca	NOUN
epaa-174	283	5	:	:	PUNCT
epaa-174	283	6	jossey	jossey	NOUN
epaa-174	283	7	-	-	PUNCT
epaa-174	283	8	bass	bass	NOUN
epaa-174	283	9	.	.	PUNCT
epaa-174	284	1	clotfelter	clotfelter	PROPN
epaa-174	284	2	,	,	PUNCT
epaa-174	284	3	c.	c.	PROPN
epaa-174	284	4	t.	t.	PROPN
epaa-174	284	5	(	(	PUNCT
epaa-174	284	6	1996	1996	NUM
epaa-174	284	7	)	)	PUNCT
epaa-174	284	8	.	.	PUNCT
epaa-174	285	1	buying	buy	VERB
epaa-174	285	2	the	the	DET
epaa-174	285	3	best	good	ADJ
epaa-174	285	4	:	:	PUNCT
epaa-174	285	5	cost	cost	NOUN
epaa-174	285	6	escalation	escalation	NOUN
epaa-174	285	7	in	in	ADP
epaa-174	285	8	elite	elite	ADJ
epaa-174	285	9	higher	high	ADJ
epaa-174	285	10	education	education	NOUN
epaa-174	285	11	.	.	PUNCT
epaa-174	286	1	princeton	princeton	PROPN
epaa-174	286	2	,	,	PUNCT
epaa-174	286	3	nj	nj	PROPN
epaa-174	286	4	:	:	PUNCT
epaa-174	286	5	princeton	princeton	PROPN
epaa-174	286	6	university	university	PROPN
epaa-174	286	7	press	press	NOUN
epaa-174	286	8	.	.	PUNCT
epaa-174	287	1	dickmeyer	dickmeyer	PROPN
epaa-174	287	2	,	,	PUNCT
epaa-174	287	3	(	(	PUNCT
epaa-174	287	4	1996	1996	NUM
epaa-174	287	5	)	)	PUNCT
epaa-174	287	6	.	.	PUNCT
epaa-174	288	1	budgeting	budget	VERB
epaa-174	288	2	.	.	PUNCT
epaa-174	289	1	in	in	ADP
epaa-174	289	2	d.w	d.w	PROPN
epaa-174	289	3	.	.	PROPN
epaa-174	289	4	breneman	breneman	PROPN
epaa-174	289	5	,	,	PUNCT
epaa-174	289	6	l.	l.	PROPN
epaa-174	289	7	l.	l.	PROPN
epaa-174	289	8	leslie	leslie	PROPN
epaa-174	289	9	,	,	PUNCT
epaa-174	289	10	&	&	CCONJ
epaa-174	289	11	r.	r.	PROPN
epaa-174	289	12	e.	e.	PROPN
epaa-174	289	13	anderson	anderson	PROPN
epaa-174	289	14	(	(	PUNCT
epaa-174	289	15	eds	eds	PROPN
epaa-174	289	16	.	.	PUNCT
epaa-174	289	17	)	)	PUNCT
epaa-174	289	18	,	,	PUNCT
epaa-174	289	19	ashe	ashe	PROPN
epaa-174	289	20	reader	reader	NOUN
epaa-174	289	21	on	on	ADP
epaa-174	289	22	finance	finance	NOUN
epaa-174	289	23	in	in	ADP
epaa-174	289	24	higher	high	ADJ
epaa-174	289	25	education	education	NOUN
epaa-174	289	26	(	(	PUNCT
epaa-174	289	27	pp	pp	ADJ
epaa-174	289	28	.	.	PUNCT
epaa-174	290	1	539	539	NUM
epaa-174	290	2	-	-	SYM
epaa-174	290	3	561	561	NUM
epaa-174	290	4	)	)	PUNCT
epaa-174	290	5	.	.	PUNCT
epaa-174	291	1	needham	needham	PROPN
epaa-174	291	2	heights	heights	PROPN
epaa-174	291	3	,	,	PUNCT
epaa-174	291	4	ma	ma	PROPN
epaa-174	291	5	:	:	PUNCT
epaa-174	291	6	simon	simon	PROPN
epaa-174	291	7	&	&	CCONJ
epaa-174	291	8	shuster	shuster	PROPN
epaa-174	291	9	.	.	PUNCT
epaa-174	291	10	elkins	elkins	PROPN
epaa-174	291	11	,	,	PUNCT
epaa-174	291	12	s.	s.	PROPN
epaa-174	291	13	a.	a.	PROPN
epaa-174	291	14	,	,	PUNCT
epaa-174	291	15	braxton	braxton	PROPN
epaa-174	291	16	,	,	PUNCT
epaa-174	291	17	j.	j.	PROPN
epaa-174	291	18	m.	m.	PROPN
epaa-174	291	19	,	,	PUNCT
epaa-174	291	20	&	&	CCONJ
epaa-174	291	21	james	james	PROPN
epaa-174	291	22	,	,	PUNCT
epaa-174	291	23	g.w	g.w	PROPN
epaa-174	291	24	.	.	PROPN
epaa-174	291	25	(	(	PUNCT
epaa-174	291	26	2000	2000	NUM
epaa-174	291	27	)	)	PUNCT
epaa-174	291	28	.	.	PUNCT
epaa-174	292	1	tinto	tinto	NOUN
epaa-174	292	2	’s	’s	PART
epaa-174	292	3	separation	separation	NOUN
epaa-174	292	4	stage	stage	NOUN
epaa-174	292	5	and	and	CCONJ
epaa-174	292	6	its	its	PRON
epaa-174	292	7	influence	influence	NOUN
epaa-174	292	8	on	on	ADP
epaa-174	292	9	first	first	ADJ
epaa-174	292	10	-	-	PUNCT
epaa-174	292	11	semester	semester	NOUN
epaa-174	292	12	college	college	NOUN
epaa-174	292	13	student	student	NOUN
epaa-174	292	14	persistence	persistence	NOUN
epaa-174	292	15	.	.	PUNCT
epaa-174	293	1	research	research	NOUN
epaa-174	293	2	in	in	ADP
epaa-174	293	3	higher	high	ADJ
epaa-174	293	4	education	education	NOUN
epaa-174	293	5	,	,	PUNCT
epaa-174	293	6	41(2	41(2	NUM
epaa-174	293	7	)	)	PUNCT
epaa-174	293	8	,	,	PUNCT
epaa-174	293	9	251	251	NUM
epaa-174	293	10	-	-	SYM
epaa-174	293	11	268	268	NUM
epaa-174	293	12	.	.	NOUN
epaa-174	294	1	20	20	NUM
epaa-174	294	2	of	of	ADP
epaa-174	294	3	23	23	NUM
epaa-174	294	4	hansen	hansen	PROPN
epaa-174	294	5	,	,	PUNCT
epaa-174	294	6	w.	w.	PROPN
epaa-174	294	7	l.	l.	PROPN
epaa-174	294	8	,	,	PUNCT
epaa-174	294	9	&	&	CCONJ
epaa-174	294	10	stampen	stampen	PROPN
epaa-174	294	11	,	,	PUNCT
epaa-174	294	12	j.	j.	PROPN
epaa-174	294	13	o.	o.	PROPN
epaa-174	294	14	(	(	PUNCT
epaa-174	294	15	1996	1996	NUM
epaa-174	294	16	)	)	PUNCT
epaa-174	294	17	.	.	PUNCT
epaa-174	295	1	the	the	DET
epaa-174	295	2	financial	financial	ADJ
epaa-174	295	3	squeeze	squeeze	NOUN
epaa-174	295	4	on	on	ADP
epaa-174	295	5	higher	high	ADJ
epaa-174	295	6	education	education	NOUN
epaa-174	295	7	institutions	institution	NOUN
epaa-174	295	8	and	and	CCONJ
epaa-174	295	9	students	student	NOUN
epaa-174	295	10	:	:	PUNCT
epaa-174	295	11	balancing	balance	VERB
epaa-174	295	12	quality	quality	NOUN
epaa-174	295	13	and	and	CCONJ
epaa-174	295	14	access	access	NOUN
epaa-174	295	15	in	in	ADP
epaa-174	295	16	financing	finance	VERB
epaa-174	295	17	higher	high	ADJ
epaa-174	295	18	education	education	NOUN
epaa-174	295	19	.	.	PUNCT
epaa-174	296	1	in	in	ADP
epaa-174	296	2	d.	d.	PROPN
epaa-174	296	3	w.	w.	PROPN
epaa-174	296	4	breneman	breneman	PROPN
epaa-174	296	5	,	,	PUNCT
epaa-174	296	6	l.	l.	PROPN
epaa-174	296	7	l.	l.	PROPN
epaa-174	296	8	leslie	leslie	PROPN
epaa-174	296	9	,	,	PUNCT
epaa-174	296	10	and	and	CCONJ
epaa-174	296	11	r.	r.	PROPN
epaa-174	296	12	e.	e.	PROPN
epaa-174	296	13	anderson	anderson	PROPN
epaa-174	296	14	(	(	PUNCT
epaa-174	296	15	eds	eds	PROPN
epaa-174	296	16	.	.	PUNCT
epaa-174	296	17	)	)	PUNCT
epaa-174	296	18	,	,	PUNCT
epaa-174	296	19	ashe	ashe	PROPN
epaa-174	296	20	reader	reader	NOUN
epaa-174	296	21	on	on	ADP
epaa-174	296	22	finance	finance	NOUN
epaa-174	296	23	in	in	ADP
epaa-174	296	24	higher	high	ADJ
epaa-174	296	25	education	education	NOUN
epaa-174	296	26	(	(	PUNCT
epaa-174	296	27	pp	pp	ADJ
epaa-174	296	28	.	.	PUNCT
epaa-174	296	29	291	291	NUM
epaa-174	296	30	-	-	SYM
epaa-174	296	31	302	302	NUM
epaa-174	296	32	)	)	PUNCT
epaa-174	296	33	.	.	PUNCT
epaa-174	297	1	needham	needham	PROPN
epaa-174	297	2	heights	heights	PROPN
epaa-174	297	3	,	,	PUNCT
epaa-174	297	4	ma	ma	PROPN
epaa-174	297	5	:	:	PUNCT
epaa-174	297	6	simon	simon	PROPN
epaa-174	297	7	&	&	CCONJ
epaa-174	297	8	schuster	schuster	PROPN
epaa-174	297	9	.	.	PUNCT
epaa-174	298	1	haworth	haworth	PROPN
epaa-174	298	2	,	,	PUNCT
epaa-174	298	3	j.	j.	PROPN
epaa-174	298	4	g.	g.	PROPN
epaa-174	298	5	,	,	PUNCT
epaa-174	298	6	&	&	CCONJ
epaa-174	298	7	conrad	conrad	PROPN
epaa-174	298	8	,	,	PUNCT
epaa-174	298	9	c.	c.	PROPN
epaa-174	298	10	f.	f.	PROPN
epaa-174	298	11	(	(	PUNCT
epaa-174	298	12	1997	1997	NUM
epaa-174	298	13	)	)	PUNCT
epaa-174	298	14	.	.	PUNCT
epaa-174	299	1	emblems	emblem	NOUN
epaa-174	299	2	of	of	ADP
epaa-174	299	3	quality	quality	NOUN
epaa-174	299	4	in	in	ADP
epaa-174	299	5	higher	high	ADJ
epaa-174	299	6	education	education	NOUN
epaa-174	299	7	.	.	PUNCT
epaa-174	300	1	needham	needham	PROPN
epaa-174	300	2	heights	heights	PROPN
epaa-174	300	3	,	,	PUNCT
epaa-174	300	4	ma	ma	PROPN
epaa-174	300	5	:	:	PUNCT
epaa-174	300	6	allyn	allyn	PROPN
epaa-174	300	7	&	&	CCONJ
epaa-174	300	8	bacon	bacon	PROPN
epaa-174	300	9	.	.	PUNCT
epaa-174	301	1	howell	howell	PROPN
epaa-174	301	2	,	,	PUNCT
epaa-174	301	3	d.	d.	PROPN
epaa-174	301	4	c.	c.	PROPN
epaa-174	301	5	(	(	PUNCT
epaa-174	301	6	2002	2002	NUM
epaa-174	301	7	)	)	PUNCT
epaa-174	301	8	.	.	PUNCT
epaa-174	302	1	statistical	statistical	ADJ
epaa-174	302	2	methods	method	NOUN
epaa-174	302	3	for	for	ADP
epaa-174	302	4	psychology	psychology	NOUN
epaa-174	302	5	(	(	PUNCT
epaa-174	302	6	5th	5th	ADJ
epaa-174	302	7	ed	ed	NOUN
epaa-174	302	8	.	.	PUNCT
epaa-174	302	9	)	)	PUNCT
epaa-174	302	10	.	.	PUNCT
epaa-174	303	1	pacific	pacific	PROPN
epaa-174	303	2	grove	grove	PROPN
epaa-174	303	3	,	,	PUNCT
epaa-174	303	4	ca	ca	PROPN
epaa-174	303	5	:	:	PUNCT
epaa-174	303	6	duxbury	duxbury	PROPN
epaa-174	303	7	.	.	PUNCT
epaa-174	303	8	kissler	kissler	PROPN
epaa-174	303	9	,	,	PUNCT
epaa-174	303	10	g.	g.	PROPN
epaa-174	303	11	r.	r.	PROPN
epaa-174	303	12	(	(	PUNCT
epaa-174	303	13	1997	1997	NUM
epaa-174	303	14	)	)	PUNCT
epaa-174	303	15	.	.	PUNCT
epaa-174	304	1	who	who	PRON
epaa-174	304	2	decides	decide	VERB
epaa-174	304	3	which	which	DET
epaa-174	304	4	budgets	budget	NOUN
epaa-174	304	5	to	to	PART
epaa-174	304	6	cut	cut	VERB
epaa-174	304	7	?	?	PUNCT
epaa-174	305	1	journal	journal	NOUN
epaa-174	305	2	of	of	ADP
epaa-174	305	3	higher	high	ADJ
epaa-174	305	4	education	education	NOUN
epaa-174	305	5	,	,	PUNCT
epaa-174	305	6	68(4	68(4	NUM
epaa-174	305	7	)	)	PUNCT
epaa-174	305	8	,	,	PUNCT
epaa-174	305	9	427	427	NUM
epaa-174	305	10	-	-	SYM
epaa-174	305	11	459	459	NUM
epaa-174	305	12	.	.	PUNCT
epaa-174	306	1	mclaughlin	mclaughlin	PROPN
epaa-174	306	2	,	,	PUNCT
epaa-174	306	3	g.	g.	PROPN
epaa-174	306	4	w.	w.	PROPN
epaa-174	306	5	,	,	PUNCT
epaa-174	306	6	brozovsky	brozovsky	ADV
epaa-174	306	7	,	,	PUNCT
epaa-174	306	8	p.	p.	NOUN
epaa-174	306	9	v.	v.	PROPN
epaa-174	306	10	,	,	PUNCT
epaa-174	306	11	&	&	CCONJ
epaa-174	306	12	mclaughlin	mclaughlin	PROPN
epaa-174	306	13	,	,	PUNCT
epaa-174	306	14	j.	j.	PROPN
epaa-174	306	15	s.	s.	PROPN
epaa-174	306	16	(	(	PUNCT
epaa-174	306	17	1998	1998	NUM
epaa-174	306	18	)	)	PUNCT
epaa-174	306	19	.	.	PUNCT
epaa-174	307	1	changing	change	VERB
epaa-174	307	2	perspectives	perspective	NOUN
epaa-174	307	3	on	on	ADP
epaa-174	307	4	student	student	NOUN
epaa-174	307	5	retention	retention	NOUN
epaa-174	307	6	:	:	PUNCT
epaa-174	307	7	a	a	DET
epaa-174	307	8	role	role	NOUN
epaa-174	307	9	for	for	ADP
epaa-174	307	10	institutional	institutional	ADJ
epaa-174	307	11	research	research	NOUN
epaa-174	307	12	.	.	PUNCT
epaa-174	308	1	research	research	NOUN
epaa-174	308	2	in	in	ADP
epaa-174	308	3	higher	high	ADJ
epaa-174	308	4	education	education	NOUN
epaa-174	308	5	,	,	PUNCT
epaa-174	308	6	39(1	39(1	NUM
epaa-174	308	7	)	)	PUNCT
epaa-174	308	8	,	,	PUNCT
epaa-174	308	9	1	1	NUM
epaa-174	308	10	-	-	SYM
epaa-174	308	11	17	17	NUM
epaa-174	308	12	.	.	PUNCT
epaa-174	309	1	murtaugh	murtaugh	NOUN
epaa-174	309	2	,	,	PUNCT
epaa-174	309	3	p.	p.	NOUN
epaa-174	309	4	a.	a.	NOUN
epaa-174	309	5	,	,	PUNCT
epaa-174	309	6	burns	burn	NOUN
epaa-174	309	7	,	,	PUNCT
epaa-174	309	8	l.	l.	PROPN
epaa-174	309	9	d.	d.	PROPN
epaa-174	309	10	,	,	PUNCT
epaa-174	309	11	&	&	CCONJ
epaa-174	309	12	schuster	schuster	PROPN
epaa-174	309	13	,	,	PUNCT
epaa-174	309	14	j.	j.	PROPN
epaa-174	309	15	(	(	PUNCT
epaa-174	309	16	1999	1999	NUM
epaa-174	309	17	)	)	PUNCT
epaa-174	309	18	.	.	PUNCT
epaa-174	310	1	predicting	predict	VERB
epaa-174	310	2	the	the	DET
epaa-174	310	3	retention	retention	NOUN
epaa-174	310	4	of	of	ADP
epaa-174	310	5	university	university	NOUN
epaa-174	310	6	students	student	NOUN
epaa-174	310	7	.	.	PUNCT
epaa-174	311	1	research	research	NOUN
epaa-174	311	2	in	in	ADP
epaa-174	311	3	higher	high	ADJ
epaa-174	311	4	education	education	NOUN
epaa-174	311	5	,	,	PUNCT
epaa-174	311	6	40	40	NUM
epaa-174	311	7	,	,	PUNCT
epaa-174	311	8	355	355	NUM
epaa-174	311	9	-	-	SYM
epaa-174	311	10	371	371	NUM
epaa-174	311	11	.	.	PUNCT
epaa-174	312	1	national	national	ADJ
epaa-174	312	2	center	center	NOUN
epaa-174	312	3	for	for	ADP
epaa-174	312	4	education	education	NOUN
epaa-174	312	5	statistics	statistic	NOUN
epaa-174	312	6	.	.	PUNCT
epaa-174	313	1	(	(	PUNCT
epaa-174	313	2	2000	2000	NUM
epaa-174	313	3	)	)	PUNCT
epaa-174	313	4	.	.	PUNCT
epaa-174	314	1	digest	digest	NOUN
epaa-174	314	2	of	of	ADP
epaa-174	314	3	education	education	NOUN
epaa-174	314	4	statistics	statistic	NOUN
epaa-174	314	5	,	,	PUNCT
epaa-174	314	6	1999	1999	NUM
epaa-174	314	7	.	.	PUNCT
epaa-174	315	1	washington	washington	PROPN
epaa-174	315	2	,	,	PUNCT
epaa-174	315	3	dc	dc	PROPN
epaa-174	315	4	:	:	PUNCT
epaa-174	315	5	united	united	PROPN
epaa-174	315	6	states	states	PROPN
epaa-174	315	7	department	department	PROPN
epaa-174	315	8	of	of	ADP
epaa-174	315	9	education	education	NOUN
epaa-174	315	10	.	.	PUNCT
epaa-174	316	1	national	national	ADJ
epaa-174	316	2	center	center	NOUN
epaa-174	316	3	for	for	ADP
epaa-174	316	4	education	education	NOUN
epaa-174	316	5	statistics	statistic	NOUN
epaa-174	316	6	.	.	PUNCT
epaa-174	317	1	(	(	PUNCT
epaa-174	317	2	1998	1998	NUM
epaa-174	317	3	)	)	PUNCT
epaa-174	317	4	.	.	PUNCT
epaa-174	318	1	integrated	integrate	VERB
epaa-174	318	2	postsecondary	postsecondary	ADJ
epaa-174	318	3	education	education	NOUN
epaa-174	318	4	data	datum	NOUN
epaa-174	318	5	system	system	NOUN
epaa-174	318	6	finance	finance	NOUN
epaa-174	318	7	survey	survey	NOUN
epaa-174	318	8	fy	fy	PROPN
epaa-174	318	9	1998	1998	NUM
epaa-174	318	10	.	.	PUNCT
epaa-174	319	1	washington	washington	PROPN
epaa-174	319	2	,	,	PUNCT
epaa-174	319	3	dc	dc	PROPN
epaa-174	319	4	:	:	PUNCT
epaa-174	319	5	united	united	PROPN
epaa-174	319	6	states	states	PROPN
epaa-174	319	7	department	department	PROPN
epaa-174	319	8	of	of	ADP
epaa-174	319	9	education	education	NOUN
epaa-174	319	10	.	.	PUNCT
epaa-174	320	1	pascarella	pascarella	PROPN
epaa-174	320	2	,	,	PUNCT
epaa-174	320	3	e.	e.	PROPN
epaa-174	320	4	t.	t.	PROPN
epaa-174	320	5	,	,	PUNCT
epaa-174	320	6	&	&	CCONJ
epaa-174	320	7	terenzini	terenzini	PROPN
epaa-174	320	8	,	,	PUNCT
epaa-174	320	9	p.	p.	NOUN
epaa-174	320	10	t.	t.	PROPN
epaa-174	320	11	(	(	PUNCT
epaa-174	320	12	1998	1998	NUM
epaa-174	320	13	)	)	PUNCT
epaa-174	320	14	.	.	PUNCT
epaa-174	321	1	studying	study	VERB
epaa-174	321	2	college	college	NOUN
epaa-174	321	3	students	student	NOUN
epaa-174	321	4	in	in	ADP
epaa-174	321	5	the	the	DET
epaa-174	321	6	21st	21st	ADJ
epaa-174	321	7	century	century	NOUN
epaa-174	321	8	:	:	PUNCT
epaa-174	321	9	meeting	meet	VERB
epaa-174	321	10	new	new	ADJ
epaa-174	321	11	challenges	challenge	NOUN
epaa-174	321	12	.	.	PUNCT
epaa-174	322	1	the	the	DET
epaa-174	322	2	review	review	NOUN
epaa-174	322	3	of	of	ADP
epaa-174	322	4	higher	high	ADJ
epaa-174	322	5	education	education	NOUN
epaa-174	322	6	,	,	PUNCT
epaa-174	322	7	21	21	NUM
epaa-174	322	8	,	,	PUNCT
epaa-174	322	9	151	151	NUM
epaa-174	322	10	-	-	SYM
epaa-174	322	11	165	165	NUM
epaa-174	322	12	.	.	PUNCT
epaa-174	322	13	peterson	peterson	PROPN
epaa-174	322	14	,	,	PUNCT
epaa-174	322	15	m.	m.	PROPN
epaa-174	322	16	w.	w.	PROPN
epaa-174	322	17	(	(	PUNCT
epaa-174	322	18	1999	1999	NUM
epaa-174	322	19	)	)	PUNCT
epaa-174	322	20	.	.	PUNCT
epaa-174	323	1	analyzing	analyze	VERB
epaa-174	323	2	alternative	alternative	ADJ
epaa-174	323	3	approaches	approach	NOUN
epaa-174	323	4	to	to	ADP
epaa-174	323	5	planning	plan	VERB
epaa-174	323	6	.	.	PUNCT
epaa-174	324	1	in	in	ADP
epaa-174	324	2	m.	m.	PROPN
epaa-174	324	3	w.	w.	PROPN
epaa-174	324	4	peterson	peterson	PROPN
epaa-174	324	5	(	(	PUNCT
epaa-174	324	6	ed	ed	NOUN
epaa-174	324	7	.	.	PUNCT
epaa-174	324	8	)	)	PUNCT
epaa-174	324	9	,	,	PUNCT
epaa-174	324	10	planning	planning	NOUN
epaa-174	324	11	and	and	CCONJ
epaa-174	324	12	institutional	institutional	ADJ
epaa-174	324	13	research	research	NOUN
epaa-174	324	14	(	(	PUNCT
epaa-174	324	15	pp	pp	ADJ
epaa-174	324	16	.	.	PUNCT
epaa-174	324	17	11	11	NUM
epaa-174	324	18	-	-	SYM
epaa-174	324	19	49	49	NUM
epaa-174	324	20	)	)	PUNCT
epaa-174	324	21	.	.	PUNCT
epaa-174	325	1	needham	needham	PROPN
epaa-174	325	2	heights	heights	PROPN
epaa-174	325	3	,	,	PUNCT
epaa-174	325	4	ma	ma	PROPN
epaa-174	325	5	:	:	PUNCT
epaa-174	325	6	pearson	pearson	PROPN
epaa-174	325	7	.	.	PROPN
epaa-174	326	1	tinto	tinto	PROPN
epaa-174	326	2	,	,	PUNCT
epaa-174	326	3	v.	v.	PROPN
epaa-174	326	4	(	(	PUNCT
epaa-174	326	5	1987	1987	NUM
epaa-174	326	6	)	)	PUNCT
epaa-174	326	7	.	.	PUNCT
epaa-174	327	1	leavingcollege	leavingcollege	PROPN
epaa-174	327	2	.	.	PUNCT
epaa-174	328	1	chicago	chicago	PROPN
epaa-174	328	2	,	,	PUNCT
epaa-174	328	3	il	il	PROPN
epaa-174	328	4	:	:	PUNCT
epaa-174	328	5	university	university	PROPN
epaa-174	328	6	of	of	ADP
epaa-174	328	7	chicago	chicago	PROPN
epaa-174	328	8	press	press	NOUN
epaa-174	328	9	.	.	PUNCT
epaa-174	329	1	tinto	tinto	PROPN
epaa-174	329	2	,	,	PUNCT
epaa-174	329	3	v.	v.	PROPN
epaa-174	329	4	(	(	PUNCT
epaa-174	329	5	1998	1998	NUM
epaa-174	329	6	)	)	PUNCT
epaa-174	329	7	.	.	PUNCT
epaa-174	330	1	colleges	college	NOUN
epaa-174	330	2	as	as	ADP
epaa-174	330	3	communities	community	NOUN
epaa-174	330	4	:	:	PUNCT
epaa-174	330	5	taking	take	VERB
epaa-174	330	6	research	research	NOUN
epaa-174	330	7	on	on	ADP
epaa-174	330	8	student	student	NOUN
epaa-174	330	9	persistence	persistence	NOUN
epaa-174	330	10	seriously	seriously	ADV
epaa-174	330	11	.	.	PUNCT
epaa-174	331	1	review	review	NOUN
epaa-174	331	2	of	of	ADP
epaa-174	331	3	higher	high	ADJ
epaa-174	331	4	education	education	NOUN
epaa-174	331	5	,	,	PUNCT
epaa-174	331	6	21	21	NUM
epaa-174	331	7	,	,	PUNCT
epaa-174	331	8	167	167	NUM
epaa-174	331	9	-	-	SYM
epaa-174	331	10	177	177	NUM
epaa-174	331	11	.	.	PUNCT
epaa-174	332	1	woodard	woodard	PROPN
epaa-174	332	2	,	,	PUNCT
epaa-174	332	3	jr	jr	PROPN
epaa-174	332	4	.	.	PROPN
epaa-174	332	5	,	,	PUNCT
epaa-174	332	6	d.	d.	PROPN
epaa-174	332	7	b.	b.	PROPN
epaa-174	332	8	,	,	PUNCT
epaa-174	332	9	&	&	CCONJ
epaa-174	332	10	von	von	PROPN
epaa-174	332	11	destinon	destinon	PROPN
epaa-174	332	12	,	,	PUNCT
epaa-174	332	13	m.	m.	NOUN
epaa-174	332	14	(	(	PUNCT
epaa-174	332	15	2000	2000	NUM
epaa-174	332	16	)	)	PUNCT
epaa-174	332	17	.	.	PUNCT
epaa-174	333	1	budgeting	budgeting	NOUN
epaa-174	333	2	and	and	CCONJ
epaa-174	333	3	financial	financial	ADJ
epaa-174	333	4	management	management	NOUN
epaa-174	333	5	.	.	PUNCT
epaa-174	334	1	in	in	ADP
epaa-174	334	2	m.	m.	PROPN
epaa-174	334	3	j.	j.	PROPN
epaa-174	334	4	barr	barr	PROPN
epaa-174	334	5	,	,	PUNCT
epaa-174	334	6	m.	m.	PROPN
epaa-174	334	7	k.	k.	PROPN
epaa-174	334	8	desler	desler	PROPN
epaa-174	334	9	,	,	PUNCT
epaa-174	334	10	&	&	CCONJ
epaa-174	334	11	associates	associates	PROPN
epaa-174	334	12	,	,	PUNCT
epaa-174	334	13	the	the	DET
epaa-174	334	14	handbook	handbook	NOUN
epaa-174	334	15	of	of	ADP
epaa-174	334	16	student	student	NOUN
epaa-174	334	17	affairs	affairs	PROPN
epaa-174	334	18	administration	administration	NOUN
epaa-174	334	19	(	(	PUNCT
epaa-174	334	20	2	2	NUM
epaa-174	334	21	nd	nd	NUM
epaa-174	334	22	ed	ed	NOUN
epaa-174	334	23	.	.	PUNCT
epaa-174	334	24	)	)	PUNCT
epaa-174	335	1	(	(	PUNCT
epaa-174	335	2	pp	pp	X
epaa-174	335	3	.	.	PUNCT
epaa-174	336	1	327	327	NUM
epaa-174	336	2	-	-	NUM
epaa-174	336	3	346	346	NUM
epaa-174	336	4	)	)	PUNCT
epaa-174	336	5	.	.	PUNCT
epaa-174	337	1	san	san	PROPN
epaa-174	337	2	francisco	francisco	PROPN
epaa-174	337	3	:	:	PUNCT
epaa-174	337	4	jossey	jossey	NOUN
epaa-174	337	5	-	-	PUNCT
epaa-174	337	6	bass	bass	NOUN
epaa-174	337	7	.	.	PUNCT
epaa-174	338	1	winston	winston	PROPN
epaa-174	338	2	,	,	PUNCT
epaa-174	338	3	g.	g.	PROPN
epaa-174	338	4	(	(	PUNCT
epaa-174	338	5	2000	2000	NUM
epaa-174	338	6	)	)	PUNCT
epaa-174	338	7	.	.	PUNCT
epaa-174	339	1	economic	economic	ADJ
epaa-174	339	2	stratification	stratification	NOUN
epaa-174	339	3	and	and	CCONJ
epaa-174	339	4	hierarchy	hierarchy	NOUN
epaa-174	339	5	among	among	ADP
epaa-174	339	6	u.s	u.s	PROPN
epaa-174	339	7	.	.	PROPN
epaa-174	339	8	colleges	college	NOUN
epaa-174	339	9	and	and	CCONJ
epaa-174	339	10	universities	university	NOUN
epaa-174	339	11	.	.	PUNCT
epaa-174	340	1	williamstown	williamstown	PROPN
epaa-174	340	2	,	,	PUNCT
epaa-174	340	3	ma	ma	PROPN
epaa-174	340	4	:	:	PUNCT
epaa-174	340	5	williams	williams	PROPN
epaa-174	340	6	project	project	NOUN
epaa-174	340	7	on	on	ADP
epaa-174	340	8	the	the	DET
epaa-174	340	9	economics	economic	NOUN
epaa-174	340	10	of	of	ADP
epaa-174	340	11	higher	high	ADJ
epaa-174	340	12	education	education	NOUN
epaa-174	340	13	.	.	PUNCT
epaa-174	341	1	dp-58	dp-58	X
epaa-174	341	2	.	.	PUNCT
epaa-174	342	1	[	[	X
epaa-174	342	2	on	on	ADP
epaa-174	342	3	-	-	PUNCT
epaa-174	342	4	line	line	NOUN
epaa-174	342	5	.	.	PUNCT
epaa-174	343	1	available	available	ADJ
epaa-174	343	2	:	:	PUNCT
epaa-174	343	3	http://www.williams.edu/wpehe/.	http://www.williams.edu/wpehe/.	PROPN
epaa-174	343	4	]	]	X
epaa-174	343	5	winston	winston	PROPN
epaa-174	343	6	,	,	PUNCT
epaa-174	343	7	g.	g.	PROPN
epaa-174	343	8	c.	c.	PROPN
epaa-174	343	9	,	,	PUNCT
epaa-174	343	10	carbone	carbone	PROPN
epaa-174	343	11	,	,	PUNCT
epaa-174	343	12	j.	j.	PROPN
epaa-174	343	13	c.	c.	PROPN
epaa-174	343	14	,	,	PUNCT
epaa-174	343	15	&	&	CCONJ
epaa-174	343	16	lewis	lewis	PROPN
epaa-174	343	17	,	,	PUNCT
epaa-174	343	18	e.	e.	PROPN
epaa-174	343	19	g.	g.	PROPN
epaa-174	343	20	(	(	PUNCT
epaa-174	343	21	1998	1998	NUM
epaa-174	343	22	,	,	PUNCT
epaa-174	343	23	march	march	PROPN
epaa-174	343	24	)	)	PUNCT
epaa-174	343	25	.	.	PUNCT
epaa-174	344	1	what	what	PRON
epaa-174	344	2	’s	’s	AUX
epaa-174	344	3	been	be	AUX
epaa-174	344	4	happening	happen	VERB
epaa-174	344	5	to	to	ADP
epaa-174	344	6	higher	high	ADJ
epaa-174	344	7	education	education	NOUN
epaa-174	344	8	?	?	PUNCT
epaa-174	345	1	facts	fact	NOUN
epaa-174	345	2	,	,	PUNCT
epaa-174	345	3	trends	trend	NOUN
epaa-174	345	4	,	,	PUNCT
epaa-174	345	5	and	and	CCONJ
epaa-174	345	6	data	datum	NOUN
epaa-174	345	7	1986	1986	NUM
epaa-174	345	8	-	-	SYM
epaa-174	345	9	7	7	NUM
epaa-174	345	10	to	to	ADP
epaa-174	345	11	1994	1994	NUM
epaa-174	345	12	-	-	SYM
epaa-174	345	13	95	95	NUM
epaa-174	345	14	.	.	PUNCT
epaa-174	346	1	williamstown	williamstown	PROPN
epaa-174	346	2	,	,	PUNCT
epaa-174	346	3	ma	ma	PROPN
epaa-174	346	4	:	:	PUNCT
epaa-174	346	5	williams	williams	PROPN
epaa-174	346	6	project	project	NOUN
epaa-174	346	7	on	on	ADP
epaa-174	346	8	the	the	DET
epaa-174	346	9	economics	economic	NOUN
epaa-174	346	10	of	of	ADP
epaa-174	346	11	higher	high	ADJ
epaa-174	346	12	education	education	NOUN
epaa-174	346	13	.	.	PUNCT
epaa-174	347	1	dp-47	dp-47	ADJ
epaa-174	347	2	.	.	PROPN
epaa-174	348	1	21	21	NUM
epaa-174	348	2	of	of	ADP
epaa-174	348	3	23	23	NUM
epaa-174	348	4	[	[	PUNCT
epaa-174	348	5	on	on	ADP
epaa-174	348	6	-	-	PUNCT
epaa-174	348	7	line	line	NOUN
epaa-174	348	8	.	.	PUNCT
epaa-174	349	1	available	available	ADJ
epaa-174	349	2	:	:	PUNCT
epaa-174	350	1	http://www.williams.edu/wpehe/.	http://www.williams.edu/wpehe/.	PROPN
epaa-174	350	2	]	]	X
epaa-174	350	3	about	about	ADP
epaa-174	350	4	the	the	DET
epaa-174	350	5	authors	author	NOUN
epaa-174	350	6	florence	florence	PROPN
epaa-174	350	7	a.	a.	PROPN
epaa-174	350	8	hamrick	hamrick	PROPN
epaa-174	350	9	department	department	PROPN
epaa-174	350	10	of	of	ADP
epaa-174	350	11	educational	educational	ADJ
epaa-174	350	12	leadership	leadership	NOUN
epaa-174	350	13	and	and	CCONJ
epaa-174	350	14	policy	policy	NOUN
epaa-174	350	15	studies	study	NOUN
epaa-174	350	16	n232	n232	PROPN
epaa-174	350	17	lagomarcino	lagomarcino	PROPN
epaa-174	350	18	hall	hall	PROPN
epaa-174	350	19	iowa	iowa	PROPN
epaa-174	350	20	state	state	PROPN
epaa-174	350	21	university	university	NOUN
epaa-174	350	22	email	email	NOUN
epaa-174	350	23	:	:	PUNCT
epaa-174	350	24	fhamrick@iastate.edu	fhamrick@iastate.edu	PROPN
epaa-174	350	25	john	john	PROPN
epaa-174	350	26	h.	h.	PROPN
epaa-174	350	27	schuh	schuh	PROPN
epaa-174	350	28	department	department	PROPN
epaa-174	350	29	of	of	ADP
epaa-174	350	30	educational	educational	ADJ
epaa-174	350	31	leadership	leadership	NOUN
epaa-174	350	32	and	and	CCONJ
epaa-174	350	33	policy	policy	NOUN
epaa-174	350	34	studies	study	NOUN
epaa-174	350	35	n243	n243	PROPN
epaa-174	350	36	lagomarcino	lagomarcino	PROPN
epaa-174	350	37	hall	hall	PROPN
epaa-174	350	38	iowa	iowa	PROPN
epaa-174	350	39	state	state	PROPN
epaa-174	350	40	university	university	NOUN
epaa-174	350	41	email	email	NOUN
epaa-174	350	42	:	:	PUNCT
epaa-174	350	43	jschuh@iastate.edu	jschuh@iastate.edu	PROPN
epaa-174	350	44	mack	mack	PROPN
epaa-174	350	45	c.	c.	PROPN
epaa-174	350	46	shelley	shelley	PROPN
epaa-174	350	47	,	,	PUNCT
epaa-174	350	48	ii	ii	PROPN
epaa-174	350	49	department	department	PROPN
epaa-174	350	50	of	of	ADP
epaa-174	350	51	statistics	statistic	NOUN
epaa-174	350	52	and	and	CCONJ
epaa-174	350	53	department	department	NOUN
epaa-174	350	54	of	of	ADP
epaa-174	350	55	educational	educational	ADJ
epaa-174	350	56	leadership	leadership	NOUN
epaa-174	350	57	and	and	CCONJ
epaa-174	350	58	policy	policy	NOUN
epaa-174	350	59	studies	study	NOUN
epaa-174	350	60	323	323	NUM
epaa-174	350	61	snedecor	snedecor	PROPN
epaa-174	350	62	hall	hall	PROPN
epaa-174	350	63	iowa	iowa	PROPN
epaa-174	350	64	state	state	PROPN
epaa-174	350	65	university	university	NOUN
epaa-174	350	66	email	email	NOUN
epaa-174	350	67	:	:	PUNCT
epaa-174	350	68	mshelley@iastate.edu	mshelley@iastate.edu	X
epaa-174	351	1	the	the	DET
epaa-174	351	2	world	world	NOUN
epaa-174	351	3	wide	wide	ADJ
epaa-174	351	4	web	web	NOUN
epaa-174	351	5	address	address	NOUN
epaa-174	351	6	for	for	ADP
epaa-174	351	7	the	the	DET
epaa-174	351	8	education	education	NOUN
epaa-174	351	9	policy	policy	NOUN
epaa-174	351	10	analysis	analysis	NOUN
epaa-174	351	11	archives	archive	NOUN
epaa-174	351	12	is	be	AUX
epaa-174	351	13	epaa.asu.edu	epaa.asu.edu	PROPN
epaa-174	351	14	editor	editor	NOUN
epaa-174	351	15	:	:	PUNCT
epaa-174	351	16	gene	gene	NOUN
epaa-174	351	17	v	v	ADP
epaa-174	351	18	glass	glass	NOUN
epaa-174	351	19	,	,	PUNCT
epaa-174	351	20	arizona	arizona	PROPN
epaa-174	351	21	state	state	PROPN
epaa-174	351	22	university	university	PROPN
epaa-174	351	23	production	production	NOUN
epaa-174	351	24	assistant	assistant	NOUN
epaa-174	351	25	:	:	PUNCT
epaa-174	351	26	chris	chris	PROPN
epaa-174	351	27	murrell	murrell	PROPN
epaa-174	351	28	,	,	PUNCT
epaa-174	351	29	arizona	arizona	PROPN
epaa-174	351	30	state	state	PROPN
epaa-174	351	31	university	university	PROPN
epaa-174	351	32	general	general	ADJ
epaa-174	351	33	questions	question	NOUN
epaa-174	351	34	about	about	ADP
epaa-174	351	35	appropriateness	appropriateness	NOUN
epaa-174	351	36	of	of	ADP
epaa-174	351	37	topics	topic	NOUN
epaa-174	351	38	or	or	CCONJ
epaa-174	351	39	particular	particular	ADJ
epaa-174	351	40	articles	article	NOUN
epaa-174	351	41	may	may	AUX
epaa-174	351	42	be	be	AUX
epaa-174	351	43	addressed	address	VERB
epaa-174	351	44	to	to	ADP
epaa-174	351	45	the	the	DET
epaa-174	351	46	editor	editor	NOUN
epaa-174	351	47	,	,	PUNCT
epaa-174	351	48	gene	gene	NOUN
epaa-174	351	49	v	v	NOUN
epaa-174	351	50	glass	glass	NOUN
epaa-174	351	51	,	,	PUNCT
epaa-174	351	52	glass@asu.edu	glass@asu.edu	NOUN
epaa-174	351	53	or	or	CCONJ
epaa-174	351	54	reach	reach	VERB
epaa-174	351	55	him	he	PRON
epaa-174	351	56	at	at	ADP
epaa-174	351	57	college	college	NOUN
epaa-174	351	58	of	of	ADP
epaa-174	351	59	education	education	NOUN
epaa-174	351	60	,	,	PUNCT
epaa-174	351	61	arizona	arizona	PROPN
epaa-174	351	62	state	state	PROPN
epaa-174	351	63	university	university	PROPN
epaa-174	351	64	,	,	PUNCT
epaa-174	351	65	tempe	tempe	PROPN
epaa-174	351	66	,	,	PUNCT
epaa-174	351	67	az	az	PROPN
epaa-174	351	68	85287	85287	NUM
epaa-174	351	69	-	-	SYM
epaa-174	351	70	2411	2411	NUM
epaa-174	351	71	.	.	PUNCT
epaa-174	352	1	the	the	DET
epaa-174	352	2	commentary	commentary	NOUN
epaa-174	352	3	editor	editor	NOUN
epaa-174	352	4	is	be	AUX
epaa-174	352	5	casey	casey	PROPN
epaa-174	352	6	d.	d.	PROPN
epaa-174	352	7	cobb	cobb	PROPN
epaa-174	352	8	:	:	PUNCT
epaa-174	353	1	casey.cobb@unh.edu	casey.cobb@unh.edu	PROPN
epaa-174	353	2	.	.	PUNCT
epaa-174	353	3	epaa	epaa	PROPN
epaa-174	353	4	editorial	editorial	PROPN
epaa-174	353	5	board	board	PROPN
epaa-174	353	6	michael	michael	PROPN
epaa-174	353	7	w.	w.	PROPN
epaa-174	353	8	apple	apple	PROPN
epaa-174	353	9	university	university	PROPN
epaa-174	353	10	of	of	ADP
epaa-174	353	11	wisconsin	wisconsin	PROPN
epaa-174	353	12	david	david	PROPN
epaa-174	353	13	c.	c.	PROPN
epaa-174	353	14	berliner	berliner	PROPN
epaa-174	353	15	arizona	arizona	PROPN
epaa-174	353	16	state	state	PROPN
epaa-174	353	17	university	university	PROPN
epaa-174	353	18	greg	greg	PROPN
epaa-174	353	19	camilli	camilli	PROPN
epaa-174	353	20	rutgers	rutgers	PROPN
epaa-174	353	21	university	university	PROPN
epaa-174	353	22	linda	linda	PROPN
epaa-174	353	23	darling	darling	PROPN
epaa-174	353	24	-	-	PUNCT
epaa-174	353	25	hammond	hammond	PROPN
epaa-174	353	26	stanford	stanford	PROPN
epaa-174	353	27	university	university	PROPN
epaa-174	353	28	sherman	sherman	PROPN
epaa-174	353	29	dorn	dorn	PROPN
epaa-174	353	30	university	university	PROPN
epaa-174	353	31	of	of	ADP
epaa-174	353	32	south	south	PROPN
epaa-174	353	33	florida	florida	PROPN
epaa-174	353	34	mark	mark	PROPN
epaa-174	353	35	e.	e.	PROPN
epaa-174	353	36	fetler	fetler	PROPN
epaa-174	353	37	california	california	PROPN
epaa-174	353	38	commission	commission	PROPN
epaa-174	353	39	on	on	ADP
epaa-174	353	40	teacher	teacher	NOUN
epaa-174	353	41	credentialing	credentiale	VERB
epaa-174	353	42	gustavo	gustavo	PROPN
epaa-174	353	43	e.	e.	PROPN
epaa-174	353	44	fischman	fischman	PROPN
epaa-174	353	45	arizona	arizona	PROPN
epaa-174	353	46	state	state	PROPN
epaa-174	353	47	univeristy	univeristy	PROPN
epaa-174	353	48	richard	richard	PROPN
epaa-174	353	49	garlikov	garlikov	PROPN
epaa-174	353	50	birmingham	birmingham	PROPN
epaa-174	353	51	,	,	PUNCT
epaa-174	353	52	alabama	alabama	PROPN
epaa-174	353	53	thomas	thomas	PROPN
epaa-174	353	54	f.	f.	PROPN
epaa-174	353	55	green	green	PROPN
epaa-174	353	56	syracuse	syracuse	PROPN
epaa-174	353	57	university	university	PROPN
epaa-174	353	58	aimee	aimee	PROPN
epaa-174	353	59	howley	howley	PROPN
epaa-174	353	60	ohio	ohio	PROPN
epaa-174	353	61	university	university	PROPN
epaa-174	353	62	22	22	NUM
epaa-174	353	63	of	of	ADP
epaa-174	353	64	23	23	NUM
epaa-174	353	65	craig	craig	PROPN
epaa-174	353	66	b.	b.	PROPN
epaa-174	353	67	howley	howley	PROPN
epaa-174	353	68	appalachia	appalachia	PROPN
epaa-174	353	69	educational	educational	PROPN
epaa-174	353	70	laboratory	laboratory	PROPN
epaa-174	353	71	william	william	PROPN
epaa-174	353	72	hunter	hunter	PROPN
epaa-174	353	73	university	university	PROPN
epaa-174	353	74	of	of	ADP
epaa-174	353	75	ontario	ontario	PROPN
epaa-174	353	76	institute	institute	PROPN
epaa-174	353	77	of	of	ADP
epaa-174	353	78	technology	technology	PROPN
epaa-174	353	79	patricia	patricia	PROPN
epaa-174	353	80	fey	fey	PROPN
epaa-174	353	81	jarvis	jarvis	PROPN
epaa-174	353	82	seattle	seattle	PROPN
epaa-174	353	83	,	,	PUNCT
epaa-174	353	84	washington	washington	PROPN
epaa-174	353	85	daniel	daniel	PROPN
epaa-174	353	86	kallós	kallós	PROPN
epaa-174	353	87	umeå	umeå	PROPN
epaa-174	353	88	university	university	PROPN
epaa-174	353	89	benjamin	benjamin	PROPN
epaa-174	353	90	levin	levin	PROPN
epaa-174	353	91	university	university	PROPN
epaa-174	353	92	of	of	ADP
epaa-174	353	93	manitoba	manitoba	PROPN
epaa-174	353	94	thomas	thomas	PROPN
epaa-174	353	95	mauhs	mauhs	PROPN
epaa-174	353	96	-	-	PUNCT
epaa-174	353	97	pugh	pugh	PROPN
epaa-174	353	98	green	green	PROPN
epaa-174	353	99	mountain	mountain	PROPN
epaa-174	353	100	college	college	PROPN
epaa-174	353	101	les	les	PROPN
epaa-174	353	102	mclean	mclean	PROPN
epaa-174	353	103	university	university	PROPN
epaa-174	353	104	of	of	ADP
epaa-174	353	105	toronto	toronto	PROPN
epaa-174	353	106	heinrich	heinrich	PROPN
epaa-174	353	107	mintrop	mintrop	PROPN
epaa-174	353	108	university	university	PROPN
epaa-174	353	109	of	of	ADP
epaa-174	353	110	california	california	PROPN
epaa-174	353	111	,	,	PUNCT
epaa-174	353	112	los	los	PROPN
epaa-174	353	113	angeles	angeles	PROPN
epaa-174	353	114	michele	michele	PROPN
epaa-174	353	115	moses	moses	PROPN
epaa-174	353	116	arizona	arizona	PROPN
epaa-174	353	117	state	state	PROPN
epaa-174	353	118	university	university	PROPN
epaa-174	353	119	gary	gary	PROPN
epaa-174	353	120	orfield	orfield	PROPN
epaa-174	353	121	harvard	harvard	PROPN
epaa-174	353	122	university	university	PROPN
epaa-174	353	123	anthony	anthony	PROPN
epaa-174	353	124	g.	g.	PROPN
epaa-174	353	125	rud	rud	PROPN
epaa-174	353	126	jr	jr	PROPN
epaa-174	353	127	.	.	PROPN
epaa-174	353	128	purdue	purdue	PROPN
epaa-174	353	129	university	university	PROPN
epaa-174	353	130	jay	jay	PROPN
epaa-174	353	131	paredes	paredes	PROPN
epaa-174	353	132	scribner	scribner	PROPN
epaa-174	353	133	university	university	PROPN
epaa-174	353	134	of	of	ADP
epaa-174	353	135	missouri	missouri	PROPN
epaa-174	353	136	michael	michael	PROPN
epaa-174	353	137	scriven	scriven	PROPN
epaa-174	353	138	university	university	PROPN
epaa-174	353	139	of	of	ADP
epaa-174	353	140	auckland	auckland	PROPN
epaa-174	353	141	lorrie	lorrie	PROPN
epaa-174	353	142	a.	a.	PROPN
epaa-174	353	143	shepard	shepard	PROPN
epaa-174	353	144	university	university	PROPN
epaa-174	353	145	of	of	ADP
epaa-174	353	146	colorado	colorado	PROPN
epaa-174	353	147	,	,	PUNCT
epaa-174	353	148	boulder	boulder	PROPN
epaa-174	353	149	robert	robert	PROPN
epaa-174	353	150	e.	e.	PROPN
epaa-174	353	151	stake	stake	PROPN
epaa-174	353	152	university	university	PROPN
epaa-174	353	153	of	of	ADP
epaa-174	353	154	illinois	illinois	PROPN
epaa-174	353	155	—	—	PUNCT
epaa-174	353	156	uc	uc	PROPN
epaa-174	353	157	kevin	kevin	PROPN
epaa-174	353	158	welner	welner	PROPN
epaa-174	353	159	university	university	PROPN
epaa-174	353	160	of	of	ADP
epaa-174	353	161	colorado	colorado	PROPN
epaa-174	353	162	,	,	PUNCT
epaa-174	353	163	boulder	boulder	PROPN
epaa-174	353	164	terrence	terrence	PROPN
epaa-174	353	165	g.	g.	PROPN
epaa-174	353	166	wiley	wiley	PROPN
epaa-174	353	167	arizona	arizona	PROPN
epaa-174	353	168	state	state	PROPN
epaa-174	353	169	university	university	PROPN
epaa-174	353	170	john	john	PROPN
epaa-174	353	171	willinsky	willinsky	PROPN
epaa-174	353	172	university	university	PROPN
epaa-174	353	173	of	of	ADP
epaa-174	353	174	british	british	PROPN
epaa-174	353	175	columbia	columbia	PROPN
epaa-174	353	176	epaa	epaa	PROPN
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epaa-174	353	178	and	and	CCONJ
epaa-174	353	179	portuguese	portuguese	ADJ
epaa-174	353	180	language	language	NOUN
epaa-174	353	181	editorial	editorial	NOUN
epaa-174	353	182	board	board	NOUN
epaa-174	353	183	associate	associate	NOUN
epaa-174	353	184	editors	editor	NOUN
epaa-174	353	185	for	for	ADP
epaa-174	353	186	spanish	spanish	ADJ
epaa-174	353	187	&	&	CCONJ
epaa-174	353	188	portuguese	portuguese	PROPN
epaa-174	353	189	gustavo	gustavo	PROPN
epaa-174	353	190	e.	e.	PROPN
epaa-174	353	191	fischman	fischman	PROPN
epaa-174	353	192	arizona	arizona	PROPN
epaa-174	353	193	state	state	PROPN
epaa-174	353	194	university	university	PROPN
epaa-174	353	195	fischman@asu.edu	fischman@asu.edu	PROPN
epaa-174	353	196	pablo	pablo	PROPN
epaa-174	353	197	gentili	gentili	PROPN
epaa-174	353	198	laboratório	laboratório	PROPN
epaa-174	353	199	de	de	PROPN
epaa-174	353	200	políticas	políticas	PROPN
epaa-174	353	201	públicas	públicas	PROPN
epaa-174	353	202	universidade	universidade	PROPN
epaa-174	353	203	do	do	AUX
epaa-174	353	204	estado	estado	PROPN
epaa-174	353	205	do	do	AUX
epaa-174	353	206	rio	rio	PROPN
epaa-174	353	207	de	de	PROPN
epaa-174	353	208	janeiro	janeiro	PROPN
epaa-174	353	209	pablo@lpp-uerj.net	pablo@lpp-uerj.net	PROPN
epaa-174	353	210	founding	found	VERB
epaa-174	353	211	associate	associate	ADJ
epaa-174	353	212	editor	editor	NOUN
epaa-174	353	213	for	for	ADP
epaa-174	353	214	spanish	spanish	ADJ
epaa-174	353	215	language	language	NOUN
epaa-174	353	216	(	(	PUNCT
epaa-174	353	217	1998	1998	NUM
epaa-174	353	218	-	-	SYM
epaa-174	353	219	2003	2003	NUM
epaa-174	353	220	)	)	PUNCT
epaa-174	353	221	roberto	roberto	PROPN
epaa-174	353	222	rodríguez	rodríguez	PROPN
epaa-174	353	223	gómez	gómez	PROPN
epaa-174	353	224	universidad	universidad	PROPN
epaa-174	353	225	nacional	nacional	PROPN
epaa-174	353	226	autónoma	autónoma	PROPN
epaa-174	353	227	de	de	PROPN
epaa-174	353	228	méxico	méxico	PROPN
epaa-174	353	229	adrián	adrián	PROPN
epaa-174	353	230	acosta	acosta	PROPN
epaa-174	353	231	(	(	PUNCT
epaa-174	353	232	méxico	méxico	PROPN
epaa-174	353	233	)	)	PUNCT
epaa-174	353	234	universidad	universidad	PROPN
epaa-174	353	235	de	de	PROPN
epaa-174	353	236	guadalajara	guadalajara	PROPN
epaa-174	353	237	adrianacosta@compuserve.com	adrianacosta@compuserve.com	X
epaa-174	354	1	j.	j.	PROPN
epaa-174	354	2	félix	félix	PROPN
epaa-174	354	3	angulo	angulo	PROPN
epaa-174	354	4	rasco	rasco	PROPN
epaa-174	354	5	(	(	PUNCT
epaa-174	354	6	spain	spain	PROPN
epaa-174	354	7	)	)	PUNCT
epaa-174	354	8	universidad	universidad	PROPN
epaa-174	354	9	de	de	PROPN
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epaa-174	354	14	(	(	PUNCT
epaa-174	354	15	méxico	méxico	PROPN
epaa-174	354	16	)	)	PUNCT
epaa-174	354	17	centro	centro	PROPN
epaa-174	354	18	de	de	PROPN
epaa-174	354	19	investigación	investigación	PROPN
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epaa-174	354	29	(	(	PUNCT
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epaa-174	354	31	)	)	PUNCT
epaa-174	354	32	universidad	universidad	PROPN
epaa-174	354	33	nacional	nacional	PROPN
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epaa-174	354	36	méxico	méxico	PROPN
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epaa-174	354	40	23	23	NUM
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epaa-174	354	43	(	(	PUNCT
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epaa-174	355	12	erwin	erwin	PROPN
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epaa-174	355	14	(	(	PUNCT
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epaa-174	355	17	)	)	PUNCT
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epaa-174	357	3	(	(	PUNCT
epaa-174	357	4	u.s.a	u.s.a	PROPN
epaa-174	357	5	.	.	PUNCT
epaa-174	357	6	)	)	PUNCT
epaa-174	358	1	arizona	arizona	PROPN
epaa-174	358	2	state	state	PROPN
epaa-174	358	3	university	university	PROPN
epaa-174	358	4	josue@asu.edu	josue@asu.edu	PROPN
epaa-174	358	5	rollin	rollin	PROPN
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epaa-174	358	7	(	(	PUNCT
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epaa-174	358	9	)	)	PUNCT
epaa-174	358	10	universidad	universidad	PROPN
epaa-174	358	11	autónoma	autónoma	PROPN
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epaa-174	358	13	puebla	puebla	PROPN
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epaa-174	358	15	maría	maría	PROPN
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epaa-174	359	1	universidad	universidad	PROPN
epaa-174	359	2	federal	federal	PROPN
epaa-174	359	3	de	de	PROPN
epaa-174	359	4	rio	rio	PROPN
epaa-174	359	5	grande	grande	PROPN
epaa-174	359	6	do	do	AUX
epaa-174	359	7	sul	sul	ADJ
epaa-174	359	8	-	-	ADJ
epaa-174	359	9	ufrgs	ufrgs	ADJ
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epaa-174	359	14	(	(	PUNCT
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epaa-174	359	16	)	)	PUNCT
epaa-174	359	17	universidad	universidad	PROPN
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epaa-174	359	20	de	de	PROPN
epaa-174	359	21	méxico	méxico	PROPN
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epaa-174	359	23	marcela	marcela	PROPN
epaa-174	359	24	mollis	mollis	PROPN
epaa-174	359	25	(	(	PUNCT
epaa-174	359	26	argentina	argentina	PROPN
epaa-174	359	27	)	)	PUNCT
epaa-174	359	28	universidad	universidad	PROPN
epaa-174	359	29	de	de	PROPN
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epaa-174	359	36	(	(	PUNCT
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epaa-174	359	38	)	)	PUNCT
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epaa-174	359	41	autónoma	autónoma	PROPN
epaa-174	359	42	de	de	PROPN
epaa-174	359	43	méxico	méxico	PROPN
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epaa-174	359	49	(	(	PUNCT
epaa-174	359	50	spain	spain	PROPN
epaa-174	359	51	)	)	PUNCT
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epaa-174	359	53	de	de	PROPN
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epaa-174	359	59	canadá	canadá	NOUN
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epaa-174	359	69	(	(	PUNCT
epaa-174	359	70	brazil	brazil	PROPN
epaa-174	359	71	)	)	PUNCT
epaa-174	359	72	american	american	PROPN
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epaa-174	359	75	resesarch	resesarch	PROPN
epaa-174	359	76	–	–	PUNCT
epaa-174	359	77	brazil	brazil	PROPN
epaa-174	359	78	(	(	PUNCT
epaa-174	359	79	airbrasil	airbrasil	PROPN
epaa-174	359	80	)	)	PUNCT
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epaa-174	359	85	(	(	PUNCT
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epaa-174	360	1	de	de	PROPN
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epaa-174	360	8	(	(	PUNCT
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epaa-174	360	11	)	)	PUNCT
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epaa-174	361	4	,	,	PUNCT
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epaa-174	361	12	the	the	DET
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epaa-174	361	14	policy	policy	NOUN
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