id	sid	tid	token	lemma	pos
crl-16737	1	1	812	812	NUM
crl-16737	1	2	the	the	DET
crl-16737	1	3	impact	impact	NOUN
crl-16737	1	4	of	of	ADP
crl-16737	1	5	academic	academic	ADJ
crl-16737	1	6	library	library	NOUN
crl-16737	1	7	resources	resource	NOUN
crl-16737	1	8	on	on	ADP
crl-16737	1	9	undergraduates	undergraduate	NOUN
crl-16737	1	10	’	'	PUNCT
crl-16737	1	11	degree	degree	NOUN
crl-16737	1	12	completion	completion	NOUN
crl-16737	1	13	krista	krista	PROPN
crl-16737	1	14	m.	m.	PROPN
crl-16737	1	15	soria	soria	PROPN
crl-16737	1	16	,	,	PUNCT
crl-16737	1	17	jan	jan	PROPN
crl-16737	1	18	fransen	fransen	PROPN
crl-16737	1	19	,	,	PUNCT
crl-16737	1	20	and	and	CCONJ
crl-16737	1	21	shane	shane	PROPN
crl-16737	1	22	nackerud	nackerud	PROPN
crl-16737	1	23	*	*	PUNCT
crl-16737	1	24	the	the	DET
crl-16737	1	25	purpose	purpose	NOUN
crl-16737	1	26	of	of	ADP
crl-16737	1	27	this	this	DET
crl-16737	1	28	study	study	NOUN
crl-16737	1	29	was	be	AUX
crl-16737	1	30	to	to	PART
crl-16737	1	31	examine	examine	VERB
crl-16737	1	32	the	the	DET
crl-16737	1	33	impact	impact	NOUN
crl-16737	1	34	of	of	ADP
crl-16737	1	35	first	first	ADJ
crl-16737	1	36	-	-	PUNCT
crl-16737	1	37	year	year	NOUN
crl-16737	1	38	undergraduates	undergraduate	NOUN
crl-16737	1	39	’	'	PUNCT
crl-16737	1	40	(	(	PUNCT
crl-16737	1	41	n	n	NOUN
crl-16737	1	42	=	=	SYM
crl-16737	1	43	5,368	5,368	NUM
crl-16737	1	44	)	)	PUNCT
crl-16737	1	45	use	use	NOUN
crl-16737	1	46	of	of	ADP
crl-16737	1	47	academic	academic	ADJ
crl-16737	1	48	library	library	NOUN
crl-16737	1	49	resources	resource	NOUN
crl-16737	1	50	in	in	ADP
crl-16737	1	51	their	their	PRON
crl-16737	1	52	first	first	ADJ
crl-16737	1	53	year	year	NOUN
crl-16737	1	54	on	on	ADP
crl-16737	1	55	their	their	PRON
crl-16737	1	56	degree	degree	NOUN
crl-16737	1	57	completion	completion	NOUN
crl-16737	1	58	or	or	CCONJ
crl-16737	1	59	continued	continue	VERB
crl-16737	1	60	enrollment	enrollment	NOUN
crl-16737	1	61	after	after	ADP
crl-16737	1	62	four	four	NUM
crl-16737	1	63	years	year	NOUN
crl-16737	1	64	of	of	ADP
crl-16737	1	65	study	study	NOUN
crl-16737	1	66	.	.	PUNCT
crl-16737	2	1	propensity	propensity	NOUN
crl-16737	2	2	score	score	NOUN
crl-16737	2	3	matching	matching	NOUN
crl-16737	2	4	techniques	technique	NOUN
crl-16737	2	5	were	be	AUX
crl-16737	2	6	used	use	VERB
crl-16737	2	7	to	to	PART
crl-16737	2	8	construct	construct	VERB
crl-16737	2	9	treatment	treatment	NOUN
crl-16737	2	10	(	(	PUNCT
crl-16737	2	11	library	library	NOUN
crl-16737	2	12	users	user	NOUN
crl-16737	2	13	)	)	PUNCT
crl-16737	2	14	and	and	CCONJ
crl-16737	2	15	control	control	NOUN
crl-16737	2	16	(	(	PUNCT
crl-16737	2	17	library	library	NOUN
crl-16737	2	18	nonusers	nonuser	NOUN
crl-16737	2	19	)	)	PUNCT
crl-16737	2	20	groups	group	NOUN
crl-16737	2	21	with	with	ADP
crl-16737	2	22	similar	similar	ADJ
crl-16737	2	23	background	background	NOUN
crl-16737	2	24	characteristics	characteristic	NOUN
crl-16737	2	25	and	and	CCONJ
crl-16737	2	26	college	college	NOUN
crl-16737	2	27	experiences	experience	NOUN
crl-16737	2	28	.	.	PUNCT
crl-16737	3	1	the	the	DET
crl-16737	3	2	results	result	NOUN
crl-16737	3	3	suggest	suggest	VERB
crl-16737	3	4	that	that	SCONJ
crl-16737	3	5	using	use	VERB
crl-16737	3	6	the	the	DET
crl-16737	3	7	library	library	NOUN
crl-16737	3	8	at	at	ADV
crl-16737	3	9	least	least	ADV
crl-16737	3	10	one	one	NUM
crl-16737	3	11	time	time	NOUN
crl-16737	3	12	in	in	ADP
crl-16737	3	13	the	the	DET
crl-16737	3	14	first	first	ADJ
crl-16737	3	15	year	year	NOUN
crl-16737	3	16	of	of	ADP
crl-16737	3	17	enrollment	enrollment	NOUN
crl-16737	3	18	significantly	significantly	ADV
crl-16737	3	19	increased	increase	VERB
crl-16737	3	20	the	the	DET
crl-16737	3	21	odds	odd	NOUN
crl-16737	3	22	that	that	SCONJ
crl-16737	3	23	students	student	NOUN
crl-16737	3	24	would	would	AUX
crl-16737	3	25	graduate	graduate	VERB
crl-16737	3	26	in	in	ADP
crl-16737	3	27	four	four	NUM
crl-16737	3	28	years	year	NOUN
crl-16737	3	29	or	or	CCONJ
crl-16737	3	30	remain	remain	VERB
crl-16737	3	31	enrolled	enrol	VERB
crl-16737	3	32	after	after	ADP
crl-16737	3	33	four	four	NUM
crl-16737	3	34	years	year	NOUN
crl-16737	3	35	as	as	SCONJ
crl-16737	3	36	opposed	oppose	VERB
crl-16737	3	37	to	to	ADP
crl-16737	3	38	withdrawing	withdraw	VERB
crl-16737	3	39	from	from	ADP
crl-16737	3	40	the	the	DET
crl-16737	3	41	university	university	NOUN
crl-16737	3	42	.	.	PUNCT
crl-16737	4	1	first	first	ADJ
crl-16737	4	2	-	-	PUNCT
crl-16737	4	3	year	year	NOUN
crl-16737	4	4	students	student	NOUN
crl-16737	4	5	who	who	PRON
crl-16737	4	6	used	use	VERB
crl-16737	4	7	electronic	electronic	ADJ
crl-16737	4	8	resources	resource	NOUN
crl-16737	4	9	and	and	CCONJ
crl-16737	4	10	books	book	NOUN
crl-16737	4	11	also	also	ADV
crl-16737	4	12	had	have	VERB
crl-16737	4	13	significantly	significantly	ADV
crl-16737	4	14	improved	improve	VERB
crl-16737	4	15	odds	odd	NOUN
crl-16737	4	16	of	of	ADP
crl-16737	4	17	graduation	graduation	NOUN
crl-16737	4	18	over	over	ADP
crl-16737	4	19	withdrawing	withdraw	VERB
crl-16737	4	20	,	,	PUNCT
crl-16737	4	21	while	while	SCONJ
crl-16737	4	22	students	student	NOUN
crl-16737	4	23	who	who	PRON
crl-16737	4	24	used	use	VERB
crl-16737	4	25	electronic	electronic	ADJ
crl-16737	4	26	books	book	NOUN
crl-16737	4	27	and	and	CCONJ
crl-16737	4	28	took	take	VERB
crl-16737	4	29	a	a	DET
crl-16737	4	30	library	library	NOUN
crl-16737	4	31	instruction	instruction	NOUN
crl-16737	4	32	course	course	NOUN
crl-16737	4	33	had	have	AUX
crl-16737	4	34	significantly	significantly	ADV
crl-16737	4	35	improved	improve	VERB
crl-16737	4	36	odds	odd	NOUN
crl-16737	4	37	of	of	ADP
crl-16737	4	38	remaining	remain	VERB
crl-16737	4	39	enrolled	enrol	VERB
crl-16737	4	40	over	over	ADP
crl-16737	4	41	withdrawing	withdraw	VERB
crl-16737	4	42	.	.	PUNCT
crl-16737	5	1	over	over	ADP
crl-16737	5	2	the	the	DET
crl-16737	5	3	last	last	ADJ
crl-16737	5	4	decade	decade	NOUN
crl-16737	5	5	,	,	PUNCT
crl-16737	5	6	calls	call	VERB
crl-16737	5	7	to	to	PART
crl-16737	5	8	explore	explore	VERB
crl-16737	5	9	the	the	DET
crl-16737	5	10	value	value	NOUN
crl-16737	5	11	of	of	ADP
crl-16737	5	12	academic	academic	ADJ
crl-16737	5	13	libraries	library	NOUN
crl-16737	5	14	in	in	ADP
crl-16737	5	15	supporting	support	VERB
crl-16737	5	16	college	college	NOUN
crl-16737	5	17	students	student	NOUN
crl-16737	5	18	’	'	PUNCT
crl-16737	5	19	success	success	NOUN
crl-16737	5	20	have	have	AUX
crl-16737	5	21	yielded	yield	VERB
crl-16737	5	22	several	several	ADJ
crl-16737	5	23	promising	promising	ADJ
crl-16737	5	24	research	research	NOUN
crl-16737	5	25	studies	study	NOUN
crl-16737	5	26	that	that	PRON
crl-16737	5	27	have	have	AUX
crl-16737	5	28	investigated	investigate	VERB
crl-16737	5	29	relationships	relationship	NOUN
crl-16737	5	30	between	between	ADP
crl-16737	5	31	students	student	NOUN
crl-16737	5	32	’	'	PUNCT
crl-16737	5	33	use	use	NOUN
crl-16737	5	34	of	of	ADP
crl-16737	5	35	academic	academic	ADJ
crl-16737	5	36	libraries	library	NOUN
crl-16737	5	37	,	,	PUNCT
crl-16737	5	38	retention,1	retention,1	NOUN
crl-16737	5	39	and	and	CCONJ
crl-16737	5	40	academic	academic	ADJ
crl-16737	5	41	achievement.2	achievement.2	PROPN
crl-16737	5	42	given	give	VERB
crl-16737	5	43	the	the	DET
crl-16737	5	44	prioritization	prioritization	NOUN
crl-16737	5	45	of	of	ADP
crl-16737	5	46	retention	retention	NOUN
crl-16737	5	47	and	and	CCONJ
crl-16737	5	48	graduation	graduation	NOUN
crl-16737	5	49	rates	rate	NOUN
crl-16737	5	50	among	among	ADP
crl-16737	5	51	colleges	college	NOUN
crl-16737	5	52	and	and	CCONJ
crl-16737	5	53	universities,3	universities,3	NOUN
crl-16737	5	54	in	in	ADP
crl-16737	5	55	addition	addition	NOUN
crl-16737	5	56	to	to	ADP
crl-16737	5	57	mounting	mount	VERB
crl-16737	5	58	public	public	ADJ
crl-16737	5	59	pressures	pressure	NOUN
crl-16737	5	60	for	for	SCONJ
crl-16737	5	61	institutions	institution	NOUN
crl-16737	5	62	to	to	PART
crl-16737	5	63	encourage	encourage	VERB
crl-16737	5	64	students	student	NOUN
crl-16737	5	65	’	'	PUNCT
crl-16737	5	66	success	success	NOUN
crl-16737	5	67	,	,	PUNCT
crl-16737	5	68	such	such	ADJ
crl-16737	5	69	library	library	NOUN
crl-16737	5	70	impact	impact	NOUN
crl-16737	5	71	research	research	NOUN
crl-16737	5	72	studies	study	NOUN
crl-16737	5	73	continue	continue	VERB
crl-16737	5	74	to	to	PART
crl-16737	5	75	have	have	VERB
crl-16737	5	76	advancing	advance	VERB
crl-16737	5	77	relevance	relevance	NOUN
crl-16737	5	78	in	in	ADP
crl-16737	5	79	the	the	DET
crl-16737	5	80	field	field	NOUN
crl-16737	5	81	of	of	ADP
crl-16737	5	82	academic	academic	ADJ
crl-16737	5	83	libraries	library	NOUN
crl-16737	5	84	research	research	NOUN
crl-16737	5	85	and	and	CCONJ
crl-16737	5	86	assessment	assessment	NOUN
crl-16737	5	87	and	and	CCONJ
crl-16737	5	88	in	in	ADP
crl-16737	5	89	higher	high	ADJ
crl-16737	5	90	education	education	NOUN
crl-16737	5	91	as	as	ADP
crl-16737	5	92	a	a	DET
crl-16737	5	93	whole	whole	NOUN
crl-16737	5	94	.	.	PUNCT
crl-16737	6	1	while	while	SCONJ
crl-16737	6	2	researchers	researcher	NOUN
crl-16737	6	3	exploring	explore	VERB
crl-16737	6	4	the	the	DET
crl-16737	6	5	associations	association	NOUN
crl-16737	6	6	between	between	ADP
crl-16737	6	7	academic	academic	ADJ
crl-16737	6	8	library	library	NOUN
crl-16737	6	9	use	use	NOUN
crl-16737	6	10	and	and	CCONJ
crl-16737	6	11	students	student	NOUN
crl-16737	6	12	’	'	PUNCT
crl-16737	6	13	success	success	NOUN
crl-16737	6	14	have	have	AUX
crl-16737	6	15	used	use	VERB
crl-16737	6	16	increasingly	increasingly	ADV
crl-16737	6	17	more	more	ADV
crl-16737	6	18	robust	robust	ADJ
crl-16737	6	19	data	data	NOUN
crl-16737	6	20	sets	set	NOUN
crl-16737	6	21	with	with	ADP
crl-16737	6	22	large	large	ADJ
crl-16737	6	23	sample	sample	NOUN
crl-16737	6	24	sizes	size	NOUN
crl-16737	6	25	,	,	PUNCT
crl-16737	6	26	improved	improve	VERB
crl-16737	6	27	their	their	PRON
crl-16737	6	28	research	research	NOUN
crl-16737	6	29	methodologies	methodology	NOUN
crl-16737	6	30	and	and	CCONJ
crl-16737	6	31	data	datum	NOUN
crl-16737	6	32	analyses	analysis	NOUN
crl-16737	6	33	,	,	PUNCT
crl-16737	6	34	and	and	CCONJ
crl-16737	6	35	developed	develop	VERB
crl-16737	6	36	progressively	progressively	ADV
crl-16737	6	37	nuanced	nuanced	ADJ
crl-16737	6	38	research	research	NOUN
crl-16737	6	39	designs	design	NOUN
crl-16737	6	40	,	,	PUNCT
crl-16737	6	41	there	there	PRON
crl-16737	6	42	remains	remain	VERB
crl-16737	6	43	a	a	DET
crl-16737	6	44	series	series	NOUN
crl-16737	6	45	of	of	ADP
crl-16737	6	46	unanswered	unanswered	ADJ
crl-16737	6	47	questions	question	NOUN
crl-16737	6	48	yet	yet	ADV
crl-16737	6	49	to	to	PART
crl-16737	6	50	be	be	AUX
crl-16737	6	51	addressed	address	VERB
crl-16737	6	52	.	.	PUNCT
crl-16737	7	1	for	for	ADP
crl-16737	7	2	instance	instance	NOUN
crl-16737	7	3	,	,	PUNCT
crl-16737	7	4	while	while	SCONJ
crl-16737	7	5	graduation	graduation	NOUN
crl-16737	7	6	rates	rate	NOUN
crl-16737	7	7	are	be	AUX
crl-16737	7	8	important	important	ADJ
crl-16737	7	9	indicators	indicator	NOUN
crl-16737	7	10	of	of	ADP
crl-16737	7	11	the	the	DET
crl-16737	7	12	success	success	NOUN
crl-16737	7	13	of	of	ADP
crl-16737	7	14	higher	high	ADJ
crl-16737	7	15	education	education	NOUN
crl-16737	7	16	institutions	institution	NOUN
crl-16737	7	17	,	,	PUNCT
crl-16737	7	18	there	there	PRON
crl-16737	7	19	are	be	VERB
crl-16737	7	20	,	,	PUNCT
crl-16737	7	21	at	at	ADP
crl-16737	7	22	present	present	ADJ
crl-16737	7	23	,	,	PUNCT
crl-16737	7	24	few	few	ADJ
crl-16737	7	25	research	research	NOUN
crl-16737	7	26	studies	study	NOUN
crl-16737	7	27	that	that	PRON
crl-16737	7	28	have	have	AUX
crl-16737	7	29	explored	explore	VERB
crl-16737	7	30	whether	whether	SCONJ
crl-16737	7	31	academic	academic	ADJ
crl-16737	7	32	libraries	library	NOUN
crl-16737	7	33	and	and	CCONJ
crl-16737	7	34	their	their	PRON
crl-16737	7	35	various	various	ADJ
crl-16737	7	36	components	component	NOUN
crl-16737	7	37	may	may	AUX
crl-16737	7	38	contribute	contribute	VERB
crl-16737	7	39	to	to	ADP
crl-16737	7	40	students	student	NOUN
crl-16737	7	41	’	'	PUNCT
crl-16737	7	42	long	long	ADJ
crl-16737	7	43	-	-	PUNCT
crl-16737	7	44	term	term	NOUN
crl-16737	7	45	success	success	NOUN
crl-16737	7	46	over	over	ADP
crl-16737	7	47	the	the	DET
crl-16737	7	48	course	course	NOUN
crl-16737	7	49	of	of	ADP
crl-16737	7	50	their	their	PRON
crl-16737	7	51	enrollment	enrollment	NOUN
crl-16737	7	52	.	.	PUNCT
crl-16737	8	1	stone	stone	NOUN
crl-16737	8	2	and	and	CCONJ
crl-16737	8	3	*	*	ADJ
crl-16737	8	4	 	 	SPACE
crl-16737	8	5	krista	krista	PROPN
crl-16737	8	6	m.	m.	PROPN
crl-16737	8	7	soria	soria	PROPN
crl-16737	8	8	is	be	AUX
crl-16737	8	9	analyst	analyst	NOUN
crl-16737	8	10	,	,	PUNCT
crl-16737	8	11	office	office	NOUN
crl-16737	8	12	of	of	ADP
crl-16737	8	13	institutional	institutional	ADJ
crl-16737	8	14	research	research	NOUN
crl-16737	8	15	,	,	PUNCT
crl-16737	8	16	jan	jan	PROPN
crl-16737	8	17	fransen	fransen	PROPN
crl-16737	8	18	is	be	AUX
crl-16737	8	19	service	service	NOUN
crl-16737	8	20	lead	lead	NOUN
crl-16737	8	21	:	:	PUNCT
crl-16737	8	22	researcher	researcher	NOUN
crl-16737	8	23	and	and	CCONJ
crl-16737	8	24	discovery	discovery	NOUN
crl-16737	8	25	systems	system	NOUN
crl-16737	8	26	,	,	PUNCT
crl-16737	8	27	and	and	CCONJ
crl-16737	8	28	shane	shane	PROPN
crl-16737	8	29	nackerud	nackerud	PROPN
crl-16737	8	30	is	be	AUX
crl-16737	8	31	technology	technology	NOUN
crl-16737	8	32	lead	lead	NOUN
crl-16737	8	33	,	,	PUNCT
crl-16737	8	34	library	library	NOUN
crl-16737	8	35	initiatives	initiative	NOUN
crl-16737	8	36	,	,	PUNCT
crl-16737	8	37	all	all	PRON
crl-16737	8	38	at	at	ADP
crl-16737	8	39	the	the	DET
crl-16737	8	40	university	university	NOUN
crl-16737	8	41	of	of	ADP
crl-16737	8	42	minnesota	minnesota	PROPN
crl-16737	8	43	;	;	PUNCT
crl-16737	8	44	e	e	X
crl-16737	8	45	-	-	NOUN
crl-16737	8	46	mail	mail	NOUN
crl-16737	8	47	:	:	PUNCT
crl-16737	8	48	ksoria@umn.edu	ksoria@umn.edu	PROPN
crl-16737	8	49	,	,	PUNCT
crl-16737	8	50	fransen@umn.edu	fransen@umn.edu	PROPN
crl-16737	8	51	,	,	PUNCT
crl-16737	8	52	snackeru@umn.edu	snackeru@umn.edu	PROPN
crl-16737	8	53	.	.	PUNCT
crl-16737	9	1	©	©	PROPN
crl-16737	9	2	2017	2017	NUM
crl-16737	9	3	krista	krista	PROPN
crl-16737	9	4	m.	m.	PROPN
crl-16737	9	5	soria	soria	PROPN
crl-16737	9	6	,	,	PUNCT
crl-16737	9	7	jan	jan	PROPN
crl-16737	9	8	fransen	fransen	PROPN
crl-16737	9	9	,	,	PUNCT
crl-16737	9	10	and	and	CCONJ
crl-16737	9	11	shane	shane	PROPN
crl-16737	9	12	nackerud	nackerud	PROPN
crl-16737	9	13	,	,	PUNCT
crl-16737	9	14	attribution	attribution	NOUN
crl-16737	9	15	-	-	PUNCT
crl-16737	9	16	noncommercial	noncommercial	ADJ
crl-16737	9	17	(	(	PUNCT
crl-16737	9	18	http://creativecommons.org/licenses/	http://creativecommons.org/licenses/	NOUN
crl-16737	9	19	by	by	ADP
crl-16737	9	20	-	-	PUNCT
crl-16737	9	21	nc/4.0/	nc/4.0/	NOUN
crl-16737	9	22	)	)	PUNCT
crl-16737	9	23	cc	cc	NOUN
crl-16737	9	24	by	by	ADP
crl-16737	9	25	-	-	PUNCT
crl-16737	9	26	nc	nc	PROPN
crl-16737	9	27	.	.	PROPN
crl-16737	9	28	doi:10.5860	doi:10.5860	PROPN
crl-16737	9	29	/	/	SYM
crl-16737	9	30	crl.78.6.812	crl.78.6.812	PROPN
crl-16737	9	31	mailto:ksoria@umn.edu	mailto:ksoria@umn.edu	PROPN
crl-16737	9	32	mailto:fransen@umn.edu	mailto:fransen@umn.edu	PROPN
crl-16737	9	33	mailto:snackeru@umn.edu	mailto:snackeru@umn.edu	VERB
crl-16737	9	34	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	PRON
crl-16737	9	35	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	PROPN
crl-16737	9	36	https://doi.org/10.5860/crl.78.6.812	https://doi.org/10.5860/crl.78.6.812	NOUN
crl-16737	9	37	the	the	DET
crl-16737	9	38	impact	impact	NOUN
crl-16737	9	39	of	of	ADP
crl-16737	9	40	academic	academic	ADJ
crl-16737	9	41	library	library	NOUN
crl-16737	9	42	resources	resource	NOUN
crl-16737	9	43	on	on	ADP
crl-16737	9	44	undergraduates	undergraduate	NOUN
crl-16737	9	45	’	'	PUNCT
crl-16737	9	46	degree	degree	NOUN
crl-16737	9	47	completion	completion	NOUN
crl-16737	9	48	813	813	NUM
crl-16737	9	49	ramsden4	ramsden4	NOUN
crl-16737	9	50	examined	examine	VERB
crl-16737	9	51	library	library	ADJ
crl-16737	9	52	data	datum	NOUN
crl-16737	9	53	across	across	ADP
crl-16737	9	54	multiple	multiple	ADJ
crl-16737	9	55	institutions	institution	NOUN
crl-16737	9	56	and	and	CCONJ
crl-16737	9	57	found	find	VERB
crl-16737	9	58	significant	significant	ADJ
crl-16737	9	59	,	,	PUNCT
crl-16737	9	60	positive	positive	ADJ
crl-16737	9	61	relationships	relationship	NOUN
crl-16737	9	62	between	between	ADP
crl-16737	9	63	library	library	NOUN
crl-16737	9	64	resource	resource	NOUN
crl-16737	9	65	use	use	NOUN
crl-16737	9	66	and	and	CCONJ
crl-16737	9	67	students	student	NOUN
crl-16737	9	68	’	'	PUNCT
crl-16737	9	69	level	level	NOUN
crl-16737	9	70	of	of	ADP
crl-16737	9	71	academic	academic	ADJ
crl-16737	9	72	degree	degree	NOUN
crl-16737	9	73	attainment	attainment	NOUN
crl-16737	9	74	;	;	PUNCT
crl-16737	9	75	however	however	ADV
crl-16737	9	76	,	,	PUNCT
crl-16737	9	77	as	as	SCONJ
crl-16737	9	78	the	the	DET
crl-16737	9	79	authors	author	NOUN
crl-16737	9	80	cautioned	caution	VERB
crl-16737	9	81	,	,	PUNCT
crl-16737	9	82	the	the	DET
crl-16737	9	83	results	result	NOUN
crl-16737	9	84	are	be	AUX
crl-16737	9	85	limited	limit	VERB
crl-16737	9	86	because	because	SCONJ
crl-16737	9	87	the	the	DET
crl-16737	9	88	researchers	researcher	NOUN
crl-16737	9	89	did	do	AUX
crl-16737	9	90	not	not	PART
crl-16737	9	91	measure	measure	VERB
crl-16737	9	92	students	student	NOUN
crl-16737	9	93	’	'	PUNCT
crl-16737	9	94	use	use	NOUN
crl-16737	9	95	of	of	ADP
crl-16737	9	96	library	library	ADJ
crl-16737	9	97	resources	resource	NOUN
crl-16737	9	98	at	at	ADP
crl-16737	9	99	an	an	DET
crl-16737	9	100	individual	individual	ADJ
crl-16737	9	101	level	level	NOUN
crl-16737	9	102	and	and	CCONJ
crl-16737	9	103	only	only	ADV
crl-16737	9	104	measured	measured	ADJ
crl-16737	9	105	students	student	NOUN
crl-16737	9	106	’	'	PUNCT
crl-16737	9	107	level	level	NOUN
crl-16737	9	108	of	of	ADP
crl-16737	9	109	degree	degree	NOUN
crl-16737	9	110	attainment	attainment	NOUN
crl-16737	9	111	(	(	PUNCT
crl-16737	9	112	that	that	PRON
crl-16737	9	113	is	be	AUX
crl-16737	9	114	to	to	PART
crl-16737	9	115	say	say	VERB
crl-16737	9	116	,	,	PUNCT
crl-16737	9	117	first	first	ADJ
crl-16737	9	118	-	-	PUNCT
crl-16737	9	119	class	class	NOUN
crl-16737	9	120	or	or	CCONJ
crl-16737	9	121	ordinary	ordinary	ADJ
crl-16737	9	122	/	/	SYM
crl-16737	9	123	third	third	ADJ
crl-16737	9	124	-	-	PUNCT
crl-16737	9	125	class	class	NOUN
crl-16737	9	126	degrees	degree	NOUN
crl-16737	9	127	)	)	PUNCT
crl-16737	9	128	.	.	PUNCT
crl-16737	10	1	as	as	ADP
crl-16737	10	2	a	a	DET
crl-16737	10	3	consequence	consequence	NOUN
crl-16737	10	4	of	of	ADP
crl-16737	10	5	those	those	DET
crl-16737	10	6	limitations	limitation	NOUN
crl-16737	10	7	,	,	PUNCT
crl-16737	10	8	stone	stone	NOUN
crl-16737	10	9	and	and	CCONJ
crl-16737	10	10	ramsden	ramsden	PROPN
crl-16737	10	11	were	be	AUX
crl-16737	10	12	not	not	PART
crl-16737	10	13	able	able	ADJ
crl-16737	10	14	to	to	PART
crl-16737	10	15	demonstrate	demonstrate	VERB
crl-16737	10	16	a	a	DET
crl-16737	10	17	direct	direct	ADJ
crl-16737	10	18	causal	causal	NOUN
crl-16737	10	19	relationship	relationship	NOUN
crl-16737	10	20	between	between	ADP
crl-16737	10	21	students	student	NOUN
crl-16737	10	22	’	'	PUNCT
crl-16737	10	23	use	use	NOUN
crl-16737	10	24	of	of	ADP
crl-16737	10	25	academic	academic	ADJ
crl-16737	10	26	libraries	library	NOUN
crl-16737	10	27	and	and	CCONJ
crl-16737	10	28	their	their	PRON
crl-16737	10	29	graduation	graduation	NOUN
crl-16737	10	30	rates	rate	NOUN
crl-16737	10	31	.	.	PUNCT
crl-16737	11	1	previous	previous	ADJ
crl-16737	11	2	studies	study	NOUN
crl-16737	11	3	have	have	AUX
crl-16737	11	4	hinted	hint	VERB
crl-16737	11	5	at	at	ADP
crl-16737	11	6	the	the	DET
crl-16737	11	7	potential	potential	NOUN
crl-16737	11	8	for	for	ADP
crl-16737	11	9	libraries	library	NOUN
crl-16737	11	10	to	to	PART
crl-16737	11	11	impact	impact	VERB
crl-16737	11	12	students	student	NOUN
crl-16737	11	13	’	'	PUNCT
crl-16737	11	14	longitudinal	longitudinal	ADJ
crl-16737	11	15	educational	educational	ADJ
crl-16737	11	16	trajectories	trajectory	NOUN
crl-16737	11	17	all	all	DET
crl-16737	11	18	the	the	DET
crl-16737	11	19	way	way	NOUN
crl-16737	11	20	to	to	ADP
crl-16737	11	21	the	the	DET
crl-16737	11	22	point	point	NOUN
crl-16737	11	23	of	of	ADP
crl-16737	11	24	graduation	graduation	NOUN
crl-16737	11	25	.	.	PUNCT
crl-16737	12	1	in	in	ADP
crl-16737	12	2	some	some	DET
crl-16737	12	3	studies	study	NOUN
crl-16737	12	4	,	,	PUNCT
crl-16737	12	5	researchers	researcher	NOUN
crl-16737	12	6	have	have	AUX
crl-16737	12	7	not	not	PART
crl-16737	12	8	directly	directly	ADV
crl-16737	12	9	explored	explore	VERB
crl-16737	12	10	students	student	NOUN
crl-16737	12	11	’	'	PUNCT
crl-16737	12	12	use	use	NOUN
crl-16737	12	13	of	of	ADP
crl-16737	12	14	academic	academic	ADJ
crl-16737	12	15	library	library	NOUN
crl-16737	12	16	resources	resource	NOUN
crl-16737	12	17	but	but	CCONJ
crl-16737	12	18	have	have	AUX
crl-16737	12	19	instead	instead	ADV
crl-16737	12	20	investigated	investigate	VERB
crl-16737	12	21	relationships	relationship	NOUN
crl-16737	12	22	between	between	ADP
crl-16737	12	23	students	student	NOUN
crl-16737	12	24	’	’	PART
crl-16737	12	25	retention	retention	NOUN
crl-16737	12	26	and	and	CCONJ
crl-16737	12	27	broader	broad	ADJ
crl-16737	12	28	factors	factor	NOUN
crl-16737	12	29	,	,	PUNCT
crl-16737	12	30	such	such	ADJ
crl-16737	12	31	as	as	ADP
crl-16737	12	32	library	library	NOUN
crl-16737	12	33	expenses	expense	NOUN
crl-16737	12	34	or	or	CCONJ
crl-16737	12	35	expenditures;5	expenditures;5	PROPN
crl-16737	12	36	book	book	NOUN
crl-16737	12	37	expenditures	expenditure	NOUN
crl-16737	12	38	,	,	PUNCT
crl-16737	12	39	acquisitions	acquisition	NOUN
crl-16737	12	40	,	,	PUNCT
crl-16737	12	41	collection	collection	NOUN
crl-16737	12	42	sizes	size	NOUN
crl-16737	12	43	,	,	PUNCT
crl-16737	12	44	and	and	CCONJ
crl-16737	12	45	circulation;6	circulation;6	ADJ
crl-16737	12	46	ratio	ratio	NOUN
crl-16737	12	47	of	of	ADP
crl-16737	12	48	library	library	ADJ
crl-16737	12	49	professional	professional	ADJ
crl-16737	12	50	staff	staff	NOUN
crl-16737	12	51	to	to	ADP
crl-16737	12	52	students;7	students;7	PROPN
crl-16737	12	53	and	and	CCONJ
crl-16737	12	54	professional	professional	ADJ
crl-16737	12	55	library	library	NOUN
crl-16737	12	56	staff	staff	NOUN
crl-16737	12	57	salaries	salary	NOUN
crl-16737	12	58	and	and	CCONJ
crl-16737	12	59	number	number	NOUN
crl-16737	12	60	of	of	ADP
crl-16737	12	61	professional	professional	ADJ
crl-16737	12	62	library	library	NOUN
crl-16737	12	63	staff.8	staff.8	NOUN
crl-16737	12	64	in	in	ADP
crl-16737	12	65	other	other	ADJ
crl-16737	12	66	studies	study	NOUN
crl-16737	12	67	,	,	PUNCT
crl-16737	12	68	researchers	researcher	NOUN
crl-16737	12	69	have	have	AUX
crl-16737	12	70	examined	examine	VERB
crl-16737	12	71	libraries	library	NOUN
crl-16737	12	72	data	datum	NOUN
crl-16737	12	73	at	at	ADP
crl-16737	12	74	the	the	DET
crl-16737	12	75	individual	individual	ADJ
crl-16737	12	76	student	student	NOUN
crl-16737	12	77	use	use	NOUN
crl-16737	12	78	level	level	NOUN
crl-16737	12	79	.	.	PUNCT
crl-16737	13	1	for	for	ADP
crl-16737	13	2	instance	instance	NOUN
crl-16737	13	3	,	,	PUNCT
crl-16737	13	4	the	the	DET
crl-16737	13	5	research	research	NOUN
crl-16737	13	6	of	of	ADP
crl-16737	13	7	soria	soria	PROPN
crl-16737	13	8	et	et	PROPN
crl-16737	13	9	al.9	al.9	PROPN
crl-16737	13	10	suggested	suggest	VERB
crl-16737	13	11	that	that	SCONJ
crl-16737	13	12	students	student	NOUN
crl-16737	13	13	who	who	PRON
crl-16737	13	14	used	use	VERB
crl-16737	13	15	academic	academic	ADJ
crl-16737	13	16	libraries	library	NOUN
crl-16737	13	17	in	in	ADP
crl-16737	13	18	their	their	PRON
crl-16737	13	19	first	first	ADJ
crl-16737	13	20	semester	semester	NOUN
crl-16737	13	21	of	of	ADP
crl-16737	13	22	enrollment	enrollment	NOUN
crl-16737	13	23	at	at	ADP
crl-16737	13	24	least	least	ADJ
crl-16737	13	25	once	once	ADV
crl-16737	13	26	were	be	AUX
crl-16737	13	27	significantly	significantly	ADV
crl-16737	13	28	more	more	ADV
crl-16737	13	29	likely	likely	ADJ
crl-16737	13	30	than	than	ADP
crl-16737	13	31	their	their	PRON
crl-16737	13	32	peers	peer	NOUN
crl-16737	13	33	who	who	PRON
crl-16737	13	34	did	do	AUX
crl-16737	13	35	not	not	PART
crl-16737	13	36	use	use	VERB
crl-16737	13	37	the	the	DET
crl-16737	13	38	library	library	NOUN
crl-16737	13	39	to	to	PART
crl-16737	13	40	persist	persist	VERB
crl-16737	13	41	to	to	ADP
crl-16737	13	42	their	their	PRON
crl-16737	13	43	second	second	ADJ
crl-16737	13	44	semester	semester	NOUN
crl-16737	13	45	of	of	ADP
crl-16737	13	46	enrollment	enrollment	NOUN
crl-16737	13	47	.	.	PUNCT
crl-16737	14	1	continuing	continue	VERB
crl-16737	14	2	this	this	DET
crl-16737	14	3	line	line	NOUN
crl-16737	14	4	of	of	ADP
crl-16737	14	5	research	research	NOUN
crl-16737	14	6	,	,	PUNCT
crl-16737	14	7	the	the	DET
crl-16737	14	8	newest	new	ADJ
crl-16737	14	9	study	study	NOUN
crl-16737	14	10	of	of	ADP
crl-16737	14	11	soria	soria	PROPN
crl-16737	14	12	et	et	PROPN
crl-16737	14	13	al.10	al.10	PROPN
crl-16737	14	14	found	find	VERB
crl-16737	14	15	that	that	SCONJ
crl-16737	14	16	first	first	ADJ
crl-16737	14	17	-	-	PUNCT
crl-16737	14	18	year	year	NOUN
crl-16737	14	19	students	student	NOUN
crl-16737	14	20	who	who	PRON
crl-16737	14	21	use	use	VERB
crl-16737	14	22	the	the	DET
crl-16737	14	23	library	library	NOUN
crl-16737	14	24	at	at	ADP
crl-16737	14	25	least	least	ADJ
crl-16737	14	26	once	once	ADV
crl-16737	14	27	in	in	ADP
crl-16737	14	28	their	their	PRON
crl-16737	14	29	first	first	ADJ
crl-16737	14	30	year	year	NOUN
crl-16737	14	31	of	of	ADP
crl-16737	14	32	enrollment	enrollment	NOUN
crl-16737	14	33	were	be	AUX
crl-16737	14	34	significantly	significantly	ADV
crl-16737	14	35	more	more	ADV
crl-16737	14	36	likely	likely	ADJ
crl-16737	14	37	to	to	PART
crl-16737	14	38	be	be	AUX
crl-16737	14	39	retained	retain	VERB
crl-16737	14	40	to	to	ADP
crl-16737	14	41	their	their	PRON
crl-16737	14	42	second	second	ADJ
crl-16737	14	43	year	year	NOUN
crl-16737	14	44	of	of	ADP
crl-16737	14	45	enrollment	enrollment	NOUN
crl-16737	14	46	than	than	ADP
crl-16737	14	47	their	their	PRON
crl-16737	14	48	peers	peer	NOUN
crl-16737	14	49	who	who	PRON
crl-16737	14	50	did	do	AUX
crl-16737	14	51	not	not	PART
crl-16737	14	52	use	use	VERB
crl-16737	14	53	the	the	DET
crl-16737	14	54	library	library	NOUN
crl-16737	14	55	.	.	PUNCT
crl-16737	15	1	the	the	DET
crl-16737	15	2	research	research	NOUN
crl-16737	15	3	designs	design	NOUN
crl-16737	15	4	of	of	ADP
crl-16737	15	5	soria	soria	PROPN
crl-16737	15	6	et	et	PROPN
crl-16737	15	7	al	al	PROPN
crl-16737	15	8	.	.	PROPN
crl-16737	15	9	are	be	AUX
crl-16737	15	10	more	more	ADV
crl-16737	15	11	robust	robust	ADJ
crl-16737	15	12	than	than	ADP
crl-16737	15	13	other	other	ADJ
crl-16737	15	14	studies	study	NOUN
crl-16737	15	15	examining	examine	VERB
crl-16737	15	16	bivariate	bivariate	ADJ
crl-16737	15	17	correlations	correlation	NOUN
crl-16737	15	18	between	between	ADP
crl-16737	15	19	students	student	NOUN
crl-16737	15	20	’	'	PUNCT
crl-16737	15	21	use	use	NOUN
crl-16737	15	22	of	of	ADP
crl-16737	15	23	libraries	library	NOUN
crl-16737	15	24	and	and	CCONJ
crl-16737	15	25	success	success	NOUN
crl-16737	15	26	outcomes	outcome	NOUN
crl-16737	15	27	because	because	SCONJ
crl-16737	15	28	they	they	PRON
crl-16737	15	29	take	take	VERB
crl-16737	15	30	into	into	ADP
crl-16737	15	31	consideration	consideration	NOUN
crl-16737	15	32	factors	factor	NOUN
crl-16737	15	33	that	that	PRON
crl-16737	15	34	might	might	AUX
crl-16737	15	35	also	also	ADV
crl-16737	15	36	bear	bear	VERB
crl-16737	15	37	weight	weight	NOUN
crl-16737	15	38	on	on	ADP
crl-16737	15	39	student	student	NOUN
crl-16737	15	40	outcomes	outcome	NOUN
crl-16737	15	41	(	(	PUNCT
crl-16737	15	42	such	such	ADJ
crl-16737	15	43	as	as	ADP
crl-16737	15	44	demographic	demographic	ADJ
crl-16737	15	45	variables	variable	NOUN
crl-16737	15	46	)	)	PUNCT
crl-16737	15	47	.	.	PUNCT
crl-16737	16	1	yet	yet	ADV
crl-16737	16	2	,	,	PUNCT
crl-16737	16	3	according	accord	VERB
crl-16737	16	4	to	to	ADP
crl-16737	16	5	chiteng	chiteng	PROPN
crl-16737	16	6	kot	kot	PROPN
crl-16737	16	7	and	and	CCONJ
crl-16737	16	8	jones,11	jones,11	NOUN
crl-16737	16	9	a	a	DET
crl-16737	16	10	“	"	PUNCT
crl-16737	16	11	consistent	consistent	ADJ
crl-16737	16	12	shortcoming	shortcoming	NOUN
crl-16737	16	13	”	"	PUNCT
crl-16737	16	14	in	in	ADP
crl-16737	16	15	those	those	DET
crl-16737	16	16	studies	study	NOUN
crl-16737	16	17	is	be	AUX
crl-16737	16	18	that	that	SCONJ
crl-16737	16	19	they	they	PRON
crl-16737	16	20	fail	fail	VERB
crl-16737	16	21	to	to	PART
crl-16737	16	22	“	"	PUNCT
crl-16737	16	23	take	take	VERB
crl-16737	16	24	into	into	ADP
crl-16737	16	25	consideration	consideration	NOUN
crl-16737	16	26	the	the	DET
crl-16737	16	27	fact	fact	NOUN
crl-16737	16	28	that	that	SCONJ
crl-16737	16	29	a	a	DET
crl-16737	16	30	variety	variety	NOUN
crl-16737	16	31	of	of	ADP
crl-16737	16	32	factors	factor	NOUN
crl-16737	16	33	may	may	AUX
crl-16737	16	34	contribute	contribute	VERB
crl-16737	16	35	to	to	ADP
crl-16737	16	36	students	student	NOUN
crl-16737	16	37	’	'	PUNCT
crl-16737	16	38	decisions	decision	NOUN
crl-16737	16	39	to	to	PART
crl-16737	16	40	use	use	VERB
crl-16737	16	41	library	library	ADJ
crl-16737	16	42	resources	resource	NOUN
crl-16737	16	43	and	and	CCONJ
crl-16737	16	44	that	that	SCONJ
crl-16737	16	45	these	these	DET
crl-16737	16	46	factors	factor	NOUN
crl-16737	16	47	may	may	AUX
crl-16737	16	48	be	be	AUX
crl-16737	16	49	,	,	PUNCT
crl-16737	16	50	in	in	ADP
crl-16737	16	51	turn	turn	NOUN
crl-16737	16	52	,	,	PUNCT
crl-16737	16	53	related	relate	VERB
crl-16737	16	54	to	to	ADP
crl-16737	16	55	the	the	DET
crl-16737	16	56	student	student	NOUN
crl-16737	16	57	outcomes	outcome	NOUN
crl-16737	16	58	of	of	ADP
crl-16737	16	59	interest	interest	NOUN
crl-16737	16	60	.	.	PUNCT
crl-16737	16	61	”	"	PUNCT
crl-16737	17	1	to	to	PART
crl-16737	17	2	address	address	VERB
crl-16737	17	3	the	the	DET
crl-16737	17	4	limitation	limitation	NOUN
crl-16737	17	5	described	describe	VERB
crl-16737	17	6	by	by	ADP
crl-16737	17	7	chiteng	chiteng	PROPN
crl-16737	17	8	kot	kot	PROPN
crl-16737	17	9	and	and	CCONJ
crl-16737	17	10	jones,12	jones,12	VERB
crl-16737	17	11	the	the	DET
crl-16737	17	12	purpose	purpose	NOUN
crl-16737	17	13	of	of	ADP
crl-16737	17	14	this	this	DET
crl-16737	17	15	study	study	NOUN
crl-16737	17	16	is	be	AUX
crl-16737	17	17	to	to	PART
crl-16737	17	18	explore	explore	VERB
crl-16737	17	19	the	the	DET
crl-16737	17	20	impact	impact	NOUN
crl-16737	17	21	of	of	ADP
crl-16737	17	22	library	library	ADJ
crl-16737	17	23	resources	resource	NOUN
crl-16737	17	24	on	on	ADP
crl-16737	17	25	college	college	NOUN
crl-16737	17	26	students	student	NOUN
crl-16737	17	27	’	'	PUNCT
crl-16737	17	28	longitudinal	longitudinal	ADJ
crl-16737	17	29	outcomes	outcome	NOUN
crl-16737	17	30	as	as	ADP
crl-16737	17	31	related	relate	VERB
crl-16737	17	32	to	to	ADP
crl-16737	17	33	their	their	PRON
crl-16737	17	34	graduation	graduation	NOUN
crl-16737	17	35	or	or	CCONJ
crl-16737	17	36	continued	continue	VERB
crl-16737	17	37	enrollment	enrollment	NOUN
crl-16737	17	38	after	after	ADP
crl-16737	17	39	four	four	NUM
crl-16737	17	40	years	year	NOUN
crl-16737	17	41	of	of	ADP
crl-16737	17	42	study	study	NOUN
crl-16737	17	43	.	.	PUNCT
crl-16737	18	1	we	we	PRON
crl-16737	18	2	used	use	VERB
crl-16737	18	3	quasi	quasi	ADJ
crl-16737	18	4	-	-	ADJ
crl-16737	18	5	experimental	experimental	ADJ
crl-16737	18	6	procedures	procedure	NOUN
crl-16737	18	7	(	(	PUNCT
crl-16737	18	8	propensity	propensity	NOUN
crl-16737	18	9	score	score	NOUN
crl-16737	18	10	matching	matching	NOUN
crl-16737	18	11	techniques	technique	NOUN
crl-16737	18	12	)	)	PUNCT
crl-16737	18	13	to	to	PART
crl-16737	18	14	construct	construct	VERB
crl-16737	18	15	control	control	NOUN
crl-16737	18	16	(	(	PUNCT
crl-16737	18	17	nonlibrary	nonlibrary	ADJ
crl-16737	18	18	users	user	NOUN
crl-16737	18	19	)	)	PUNCT
crl-16737	18	20	and	and	CCONJ
crl-16737	18	21	treatment	treatment	NOUN
crl-16737	18	22	(	(	PUNCT
crl-16737	18	23	library	library	NOUN
crl-16737	18	24	users	user	NOUN
crl-16737	18	25	)	)	PUNCT
crl-16737	18	26	groups	group	NOUN
crl-16737	18	27	similar	similar	ADJ
crl-16737	18	28	to	to	ADP
crl-16737	18	29	those	those	PRON
crl-16737	18	30	found	find	VERB
crl-16737	18	31	in	in	ADP
crl-16737	18	32	randomized	randomized	ADJ
crl-16737	18	33	experiments	experiment	NOUN
crl-16737	18	34	.	.	PUNCT
crl-16737	19	1	these	these	DET
crl-16737	19	2	steps	step	NOUN
crl-16737	19	3	were	be	AUX
crl-16737	19	4	used	use	VERB
crl-16737	19	5	to	to	PART
crl-16737	19	6	reduce	reduce	VERB
crl-16737	19	7	the	the	DET
crl-16737	19	8	potential	potential	ADJ
crl-16737	19	9	bias	bias	NOUN
crl-16737	19	10	found	find	VERB
crl-16737	19	11	within	within	ADP
crl-16737	19	12	students	student	NOUN
crl-16737	19	13	’	’	PART
crl-16737	19	14	self	self	NOUN
crl-16737	19	15	-	-	PUNCT
crl-16737	19	16	selection	selection	NOUN
crl-16737	19	17	as	as	SCONJ
crl-16737	19	18	they	they	PRON
crl-16737	19	19	decide	decide	VERB
crl-16737	19	20	to	to	PART
crl-16737	19	21	use	use	VERB
crl-16737	19	22	specific	specific	ADJ
crl-16737	19	23	library	library	ADJ
crl-16737	19	24	resources	resource	NOUN
crl-16737	19	25	.	.	PUNCT
crl-16737	20	1	in	in	ADP
crl-16737	20	2	this	this	DET
crl-16737	20	3	study	study	NOUN
crl-16737	20	4	,	,	PUNCT
crl-16737	20	5	we	we	PRON
crl-16737	20	6	sought	seek	VERB
crl-16737	20	7	to	to	PART
crl-16737	20	8	explore	explore	VERB
crl-16737	20	9	the	the	DET
crl-16737	20	10	average	average	ADJ
crl-16737	20	11	treatment	treatment	NOUN
crl-16737	20	12	effect	effect	NOUN
crl-16737	20	13	(	(	PUNCT
crl-16737	20	14	ate	ate	NOUN
crl-16737	20	15	)	)	PUNCT
crl-16737	20	16	to	to	PART
crl-16737	20	17	examine	examine	VERB
crl-16737	20	18	differences	difference	NOUN
crl-16737	20	19	in	in	ADP
crl-16737	20	20	graduation	graduation	NOUN
crl-16737	20	21	and	and	CCONJ
crl-16737	20	22	continued	continued	ADJ
crl-16737	20	23	enrollment	enrollment	NOUN
crl-16737	20	24	between	between	ADP
crl-16737	20	25	students	student	NOUN
crl-16737	20	26	who	who	PRON
crl-16737	20	27	used	use	VERB
crl-16737	20	28	academic	academic	ADJ
crl-16737	20	29	library	library	NOUN
crl-16737	20	30	resources	resource	NOUN
crl-16737	20	31	(	(	PUNCT
crl-16737	20	32	the	the	DET
crl-16737	20	33	“	"	PUNCT
crl-16737	20	34	treatment	treatment	NOUN
crl-16737	20	35	”	"	PUNCT
crl-16737	20	36	group	group	NOUN
crl-16737	20	37	)	)	PUNCT
crl-16737	20	38	to	to	ADP
crl-16737	20	39	those	those	PRON
crl-16737	20	40	who	who	PRON
crl-16737	20	41	did	do	AUX
crl-16737	20	42	not	not	PART
crl-16737	20	43	use	use	VERB
crl-16737	20	44	academic	academic	ADJ
crl-16737	20	45	library	library	NOUN
crl-16737	20	46	resources	resource	NOUN
crl-16737	20	47	(	(	PUNCT
crl-16737	20	48	the	the	DET
crl-16737	20	49	“	"	PUNCT
crl-16737	20	50	control	control	NOUN
crl-16737	20	51	”	"	PUNCT
crl-16737	20	52	group	group	NOUN
crl-16737	20	53	)	)	PUNCT
crl-16737	20	54	.	.	PUNCT
crl-16737	21	1	conceptual	conceptual	ADJ
crl-16737	21	2	framework	framework	NOUN
crl-16737	21	3	like	like	ADP
crl-16737	21	4	previous	previous	ADJ
crl-16737	21	5	studies	study	NOUN
crl-16737	21	6	examining	examine	VERB
crl-16737	21	7	the	the	DET
crl-16737	21	8	effects	effect	NOUN
crl-16737	21	9	of	of	ADP
crl-16737	21	10	students	student	NOUN
crl-16737	21	11	’	'	PUNCT
crl-16737	21	12	use	use	NOUN
crl-16737	21	13	of	of	ADP
crl-16737	21	14	academic	academic	ADJ
crl-16737	21	15	libraries	library	NOUN
crl-16737	21	16	on	on	ADP
crl-16737	21	17	academic	academic	ADJ
crl-16737	21	18	outcomes	outcome	NOUN
crl-16737	21	19	,	,	PUNCT
crl-16737	21	20	in	in	ADP
crl-16737	21	21	this	this	DET
crl-16737	21	22	study	study	NOUN
crl-16737	21	23	we	we	PRON
crl-16737	21	24	used	use	VERB
crl-16737	21	25	the	the	DET
crl-16737	21	26	input	input	NOUN
crl-16737	21	27	-	-	PUNCT
crl-16737	21	28	environment	environment	NOUN
crl-16737	21	29	-	-	PUNCT
crl-16737	21	30	output	output	NOUN
crl-16737	21	31	model	model	NOUN
crl-16737	21	32	of	of	ADP
crl-16737	21	33	astin13	astin13	NOUN
crl-16737	21	34	as	as	ADP
crl-16737	21	35	our	our	PRON
crl-16737	21	36	conceptual	conceptual	ADJ
crl-16737	21	37	framework	framework	NOUN
crl-16737	21	38	.	.	PUNCT
crl-16737	22	1	the	the	DET
crl-16737	22	2	inputs	input	NOUN
crl-16737	22	3	or	or	CCONJ
crl-16737	22	4	covariates	covariate	NOUN
crl-16737	22	5	examined	examine	VERB
crl-16737	22	6	within	within	ADP
crl-16737	22	7	this	this	DET
crl-16737	22	8	model	model	NOUN
crl-16737	22	9	include	include	VERB
crl-16737	22	10	students	student	NOUN
crl-16737	22	11	’	’	PART
crl-16737	22	12	precollege	precollege	ADJ
crl-16737	22	13	characteristics	characteristic	NOUN
crl-16737	22	14	,	,	PUNCT
crl-16737	22	15	experiences	experience	NOUN
crl-16737	22	16	,	,	PUNCT
crl-16737	22	17	and	and	CCONJ
crl-16737	22	18	demographics	demographic	NOUN
crl-16737	22	19	.	.	PUNCT
crl-16737	23	1	the	the	DET
crl-16737	23	2	environment	environment	NOUN
crl-16737	23	3	includes	include	VERB
crl-16737	23	4	experiences	experience	NOUN
crl-16737	23	5	during	during	ADP
crl-16737	23	6	higher	high	ADJ
crl-16737	23	7	education	education	NOUN
crl-16737	23	8	(	(	PUNCT
crl-16737	23	9	in	in	ADP
crl-16737	23	10	the	the	DET
crl-16737	23	11	present	present	ADJ
crl-16737	23	12	study	study	NOUN
crl-16737	23	13	,	,	PUNCT
crl-16737	23	14	using	use	VERB
crl-16737	23	15	the	the	DET
crl-16737	23	16	library	library	NOUN
crl-16737	23	17	,	,	PUNCT
crl-16737	23	18	among	among	ADP
crl-16737	23	19	other	other	ADJ
crl-16737	23	20	indicators	indicator	NOUN
crl-16737	23	21	)	)	PUNCT
crl-16737	23	22	.	.	PUNCT
crl-16737	24	1	the	the	DET
crl-16737	24	2	outputs	output	NOUN
crl-16737	24	3	in	in	ADP
crl-16737	24	4	the	the	DET
crl-16737	24	5	present	present	ADJ
crl-16737	24	6	study	study	NOUN
crl-16737	24	7	include	include	VERB
crl-16737	24	8	college	college	NOUN
crl-16737	24	9	students	student	NOUN
crl-16737	24	10	’	’	PART
crl-16737	24	11	graduation	graduation	NOUN
crl-16737	24	12	or	or	CCONJ
crl-16737	24	13	continued	continue	VERB
crl-16737	24	14	enrollment	enrollment	NOUN
crl-16737	24	15	after	after	ADP
crl-16737	24	16	four	four	NUM
crl-16737	24	17	years	year	NOUN
crl-16737	24	18	of	of	ADP
crl-16737	24	19	study	study	NOUN
crl-16737	24	20	.	.	PUNCT
crl-16737	25	1	inputs	input	NOUN
crl-16737	25	2	can	can	AUX
crl-16737	25	3	have	have	VERB
crl-16737	25	4	an	an	DET
crl-16737	25	5	effect	effect	NOUN
crl-16737	25	6	on	on	ADP
crl-16737	25	7	both	both	CCONJ
crl-16737	25	8	environmental	environmental	ADJ
crl-16737	25	9	experiences	experience	NOUN
crl-16737	25	10	and	and	CCONJ
crl-16737	25	11	outcomes	outcome	NOUN
crl-16737	25	12	,	,	PUNCT
crl-16737	25	13	which	which	PRON
crl-16737	25	14	is	be	AUX
crl-16737	25	15	why	why	SCONJ
crl-16737	25	16	814	814	NUM
crl-16737	25	17	college	college	NOUN
crl-16737	25	18	&	&	CCONJ
crl-16737	25	19	research	research	PROPN
crl-16737	25	20	libraries	library	NOUN
crl-16737	25	21	september	september	PROPN
crl-16737	25	22	2017	2017	NUM
crl-16737	25	23	researchers	researcher	NOUN
crl-16737	25	24	commonly	commonly	ADV
crl-16737	25	25	take	take	VERB
crl-16737	25	26	inputs	input	NOUN
crl-16737	25	27	into	into	ADP
crl-16737	25	28	consideration	consideration	NOUN
crl-16737	25	29	when	when	SCONJ
crl-16737	25	30	building	build	VERB
crl-16737	25	31	their	their	PRON
crl-16737	25	32	statistical	statistical	ADJ
crl-16737	25	33	models	model	NOUN
crl-16737	25	34	.	.	PUNCT
crl-16737	26	1	indeed	indeed	ADV
crl-16737	26	2	,	,	PUNCT
crl-16737	26	3	to	to	PART
crl-16737	26	4	test	test	VERB
crl-16737	26	5	the	the	DET
crl-16737	26	6	true	true	ADJ
crl-16737	26	7	impacts	impact	NOUN
crl-16737	26	8	of	of	ADP
crl-16737	26	9	environmental	environmental	ADJ
crl-16737	26	10	experiences	experience	NOUN
crl-16737	26	11	,	,	PUNCT
crl-16737	26	12	it	it	PRON
crl-16737	26	13	is	be	AUX
crl-16737	26	14	important	important	ADJ
crl-16737	26	15	to	to	PART
crl-16737	26	16	consider	consider	VERB
crl-16737	26	17	the	the	DET
crl-16737	26	18	direct	direct	ADJ
crl-16737	26	19	effects	effect	NOUN
crl-16737	26	20	of	of	ADP
crl-16737	26	21	input	input	NOUN
crl-16737	26	22	variables	variable	NOUN
crl-16737	26	23	on	on	ADP
crl-16737	26	24	outcomes	outcome	NOUN
crl-16737	26	25	while	while	SCONJ
crl-16737	26	26	also	also	ADV
crl-16737	26	27	examining	examine	VERB
crl-16737	26	28	the	the	DET
crl-16737	26	29	potential	potential	ADJ
crl-16737	26	30	effects	effect	NOUN
crl-16737	26	31	those	those	DET
crl-16737	26	32	input	input	NOUN
crl-16737	26	33	variables	variable	NOUN
crl-16737	26	34	have	have	VERB
crl-16737	26	35	on	on	ADP
crl-16737	26	36	the	the	DET
crl-16737	26	37	environmental	environmental	ADJ
crl-16737	26	38	variables	variable	NOUN
crl-16737	26	39	.	.	PUNCT
crl-16737	27	1	in	in	ADP
crl-16737	27	2	the	the	DET
crl-16737	27	3	case	case	NOUN
crl-16737	27	4	of	of	ADP
crl-16737	27	5	students	student	NOUN
crl-16737	27	6	’	'	PUNCT
crl-16737	27	7	use	use	NOUN
crl-16737	27	8	of	of	ADP
crl-16737	27	9	academic	academic	ADJ
crl-16737	27	10	libraries	library	NOUN
crl-16737	27	11	,	,	PUNCT
crl-16737	27	12	for	for	ADP
crl-16737	27	13	instance	instance	NOUN
crl-16737	27	14	,	,	PUNCT
crl-16737	27	15	self	self	NOUN
crl-16737	27	16	-	-	PUNCT
crl-16737	27	17	selection	selection	NOUN
crl-16737	27	18	bias	bias	NOUN
crl-16737	27	19	may	may	AUX
crl-16737	27	20	contribute	contribute	VERB
crl-16737	27	21	to	to	ADP
crl-16737	27	22	systematic	systematic	ADJ
crl-16737	27	23	differences	difference	NOUN
crl-16737	27	24	between	between	ADP
crl-16737	27	25	students	student	NOUN
crl-16737	27	26	who	who	PRON
crl-16737	27	27	decide	decide	VERB
crl-16737	27	28	to	to	PART
crl-16737	27	29	use	use	VERB
crl-16737	27	30	library	library	ADJ
crl-16737	27	31	resources	resource	NOUN
crl-16737	27	32	and	and	CCONJ
crl-16737	27	33	those	those	PRON
crl-16737	27	34	who	who	PRON
crl-16737	27	35	do	do	AUX
crl-16737	27	36	not	not	PART
crl-16737	27	37	use	use	VERB
crl-16737	27	38	library	library	ADJ
crl-16737	27	39	resources	resource	NOUN
crl-16737	27	40	.	.	PUNCT
crl-16737	28	1	to	to	PART
crl-16737	28	2	attempt	attempt	VERB
crl-16737	28	3	,	,	PUNCT
crl-16737	28	4	in	in	ADP
crl-16737	28	5	part	part	NOUN
crl-16737	28	6	,	,	PUNCT
crl-16737	28	7	to	to	PART
crl-16737	28	8	reduce	reduce	VERB
crl-16737	28	9	some	some	PRON
crl-16737	28	10	of	of	ADP
crl-16737	28	11	those	those	DET
crl-16737	28	12	self	self	NOUN
crl-16737	28	13	-	-	PUNCT
crl-16737	28	14	selection	selection	NOUN
crl-16737	28	15	biases	bias	NOUN
crl-16737	28	16	,	,	PUNCT
crl-16737	28	17	educational	educational	ADJ
crl-16737	28	18	researchers	researcher	NOUN
crl-16737	28	19	are	be	AUX
crl-16737	28	20	more	more	ADV
crl-16737	28	21	frequently	frequently	ADV
crl-16737	28	22	using	use	VERB
crl-16737	28	23	quasi	quasi	ADJ
crl-16737	28	24	-	-	ADJ
crl-16737	28	25	experimental	experimental	ADJ
crl-16737	28	26	designs	design	NOUN
crl-16737	28	27	in	in	ADP
crl-16737	28	28	their	their	PRON
crl-16737	28	29	analyses	analysis	NOUN
crl-16737	28	30	.	.	PUNCT
crl-16737	29	1	in	in	ADP
crl-16737	29	2	most	most	ADJ
crl-16737	29	3	experimental	experimental	ADJ
crl-16737	29	4	studies	study	NOUN
crl-16737	29	5	,	,	PUNCT
crl-16737	29	6	researchers	researcher	NOUN
crl-16737	29	7	randomly	randomly	ADV
crl-16737	29	8	assign	assign	VERB
crl-16737	29	9	participants	participant	NOUN
crl-16737	29	10	to	to	ADP
crl-16737	29	11	a	a	DET
crl-16737	29	12	control	control	NOUN
crl-16737	29	13	group	group	NOUN
crl-16737	29	14	or	or	CCONJ
crl-16737	29	15	a	a	DET
crl-16737	29	16	treatment	treatment	NOUN
crl-16737	29	17	group	group	NOUN
crl-16737	29	18	to	to	PART
crl-16737	29	19	better	well	ADV
crl-16737	29	20	test	test	VERB
crl-16737	29	21	the	the	DET
crl-16737	29	22	effects	effect	NOUN
crl-16737	29	23	of	of	ADP
crl-16737	29	24	the	the	DET
crl-16737	29	25	treatment	treatment	NOUN
crl-16737	29	26	.	.	PUNCT
crl-16737	30	1	while	while	SCONJ
crl-16737	30	2	these	these	DET
crl-16737	30	3	randomized	randomize	VERB
crl-16737	30	4	controlled	control	VERB
crl-16737	30	5	trials	trial	NOUN
crl-16737	30	6	are	be	AUX
crl-16737	30	7	considered	consider	VERB
crl-16737	30	8	the	the	DET
crl-16737	30	9	“	"	PUNCT
crl-16737	30	10	gold	gold	ADJ
crl-16737	30	11	standard	standard	ADJ
crl-16737	30	12	approach	approach	NOUN
crl-16737	30	13	”	"	PUNCT
crl-16737	30	14	for	for	ADP
crl-16737	30	15	estimating	estimate	VERB
crl-16737	30	16	the	the	DET
crl-16737	30	17	effects	effect	NOUN
crl-16737	30	18	of	of	ADP
crl-16737	30	19	treatments,14	treatments,14	ADV
crl-16737	30	20	such	such	ADJ
crl-16737	30	21	randomization	randomization	NOUN
crl-16737	30	22	is	be	AUX
crl-16737	30	23	not	not	PART
crl-16737	30	24	often	often	ADV
crl-16737	30	25	possible	possible	ADJ
crl-16737	30	26	in	in	ADP
crl-16737	30	27	educational	educational	ADJ
crl-16737	30	28	settings	setting	NOUN
crl-16737	30	29	;	;	PUNCT
crl-16737	30	30	it	it	PRON
crl-16737	30	31	would	would	AUX
crl-16737	30	32	be	be	AUX
crl-16737	30	33	unethical	unethical	ADJ
crl-16737	30	34	,	,	PUNCT
crl-16737	30	35	for	for	ADP
crl-16737	30	36	instance	instance	NOUN
crl-16737	30	37	,	,	PUNCT
crl-16737	30	38	to	to	PART
crl-16737	30	39	deny	deny	VERB
crl-16737	30	40	the	the	DET
crl-16737	30	41	use	use	NOUN
crl-16737	30	42	of	of	ADP
crl-16737	30	43	academic	academic	ADJ
crl-16737	30	44	library	library	NOUN
crl-16737	30	45	resources	resource	NOUN
crl-16737	30	46	to	to	ADP
crl-16737	30	47	students	student	NOUN
crl-16737	30	48	who	who	PRON
crl-16737	30	49	may	may	AUX
crl-16737	30	50	be	be	AUX
crl-16737	30	51	randomly	randomly	ADV
crl-16737	30	52	assigned	assign	VERB
crl-16737	30	53	to	to	ADP
crl-16737	30	54	a	a	DET
crl-16737	30	55	control	control	NOUN
crl-16737	30	56	condition	condition	NOUN
crl-16737	30	57	.	.	PUNCT
crl-16737	31	1	the	the	DET
crl-16737	31	2	rationale	rationale	NOUN
crl-16737	31	3	behind	behind	ADP
crl-16737	31	4	quasi	quasi	ADJ
crl-16737	31	5	-	-	ADJ
crl-16737	31	6	experimental	experimental	ADJ
crl-16737	31	7	techniques	technique	NOUN
crl-16737	31	8	is	be	AUX
crl-16737	31	9	to	to	PART
crl-16737	31	10	simulate	simulate	VERB
crl-16737	31	11	the	the	DET
crl-16737	31	12	characteristics	characteristic	NOUN
crl-16737	31	13	of	of	ADP
crl-16737	31	14	experimental	experimental	ADJ
crl-16737	31	15	designs	design	NOUN
crl-16737	31	16	by	by	ADP
crl-16737	31	17	matching	match	VERB
crl-16737	31	18	groups	group	NOUN
crl-16737	31	19	of	of	ADP
crl-16737	31	20	students	student	NOUN
crl-16737	31	21	based	base	VERB
crl-16737	31	22	upon	upon	SCONJ
crl-16737	31	23	demographic	demographic	ADJ
crl-16737	31	24	variables	variable	NOUN
crl-16737	31	25	or	or	CCONJ
crl-16737	31	26	other	other	ADJ
crl-16737	31	27	observable	observable	ADJ
crl-16737	31	28	characteristics	characteristic	NOUN
crl-16737	31	29	such	such	ADJ
crl-16737	31	30	that	that	SCONJ
crl-16737	31	31	the	the	DET
crl-16737	31	32	only	only	ADJ
crl-16737	31	33	differences	difference	NOUN
crl-16737	31	34	between	between	ADP
crl-16737	31	35	these	these	DET
crl-16737	31	36	students	student	NOUN
crl-16737	31	37	is	be	AUX
crl-16737	31	38	the	the	DET
crl-16737	31	39	type	type	NOUN
crl-16737	31	40	of	of	ADP
crl-16737	31	41	“	"	PUNCT
crl-16737	31	42	treatment	treatment	NOUN
crl-16737	31	43	”	"	PUNCT
crl-16737	31	44	received	receive	VERB
crl-16737	31	45	(	(	PUNCT
crl-16737	31	46	such	such	ADJ
crl-16737	31	47	as	as	ADP
crl-16737	31	48	using	use	VERB
crl-16737	31	49	academic	academic	ADJ
crl-16737	31	50	libraries).15	libraries).15	PROPN
crl-16737	31	51	using	use	VERB
crl-16737	31	52	quasi	quasi	ADJ
crl-16737	31	53	-	-	ADJ
crl-16737	31	54	experimental	experimental	ADJ
crl-16737	31	55	design	design	NOUN
crl-16737	31	56	methods	method	NOUN
crl-16737	31	57	,	,	PUNCT
crl-16737	31	58	researchers	researcher	NOUN
crl-16737	31	59	match	match	VERB
crl-16737	31	60	students	student	NOUN
crl-16737	31	61	based	base	VERB
crl-16737	31	62	upon	upon	SCONJ
crl-16737	31	63	pretreatment	pretreatment	NOUN
crl-16737	31	64	(	(	PUNCT
crl-16737	31	65	such	such	ADJ
crl-16737	31	66	as	as	ADP
crl-16737	31	67	precollege	precollege	ADJ
crl-16737	31	68	)	)	PUNCT
crl-16737	31	69	characteristics	characteristic	NOUN
crl-16737	31	70	that	that	SCONJ
crl-16737	31	71	approximate	approximate	ADJ
crl-16737	31	72	randomization	randomization	NOUN
crl-16737	31	73	by	by	ADP
crl-16737	31	74	balancing	balance	VERB
crl-16737	31	75	the	the	DET
crl-16737	31	76	observable	observable	ADJ
crl-16737	31	77	characteristics	characteristic	NOUN
crl-16737	31	78	between	between	ADP
crl-16737	31	79	the	the	DET
crl-16737	31	80	treatment	treatment	NOUN
crl-16737	31	81	and	and	CCONJ
crl-16737	31	82	control	control	NOUN
crl-16737	31	83	groups.16	groups.16	PROPN
crl-16737	31	84	the	the	DET
crl-16737	31	85	resultant	resultant	NOUN
crl-16737	31	86	effects	effect	NOUN
crl-16737	31	87	of	of	ADP
crl-16737	31	88	such	such	ADJ
crl-16737	31	89	steps	step	NOUN
crl-16737	31	90	can	can	AUX
crl-16737	31	91	help	help	VERB
crl-16737	31	92	researchers	researcher	NOUN
crl-16737	31	93	to	to	PART
crl-16737	31	94	better	well	ADV
crl-16737	31	95	estimate	estimate	VERB
crl-16737	31	96	the	the	DET
crl-16737	31	97	effects	effect	NOUN
crl-16737	31	98	of	of	ADP
crl-16737	31	99	“	"	PUNCT
crl-16737	31	100	treatments	treatment	NOUN
crl-16737	31	101	”	"	PUNCT
crl-16737	31	102	on	on	ADP
crl-16737	31	103	outcomes	outcome	NOUN
crl-16737	31	104	with	with	ADP
crl-16737	31	105	a	a	DET
crl-16737	31	106	greater	great	ADJ
crl-16737	31	107	degree	degree	NOUN
crl-16737	31	108	of	of	ADP
crl-16737	31	109	accuracy	accuracy	NOUN
crl-16737	31	110	.	.	PUNCT
crl-16737	32	1	therefore	therefore	ADV
crl-16737	32	2	,	,	PUNCT
crl-16737	32	3	in	in	ADP
crl-16737	32	4	the	the	DET
crl-16737	32	5	present	present	ADJ
crl-16737	32	6	study	study	NOUN
crl-16737	32	7	,	,	PUNCT
crl-16737	32	8	we	we	PRON
crl-16737	32	9	used	use	VERB
crl-16737	32	10	propensity	propensity	NOUN
crl-16737	32	11	score	score	NOUN
crl-16737	32	12	matching	matching	NOUN
crl-16737	32	13	techniques	technique	NOUN
crl-16737	32	14	to	to	PART
crl-16737	32	15	estimate	estimate	VERB
crl-16737	32	16	the	the	DET
crl-16737	32	17	effects	effect	NOUN
crl-16737	32	18	of	of	ADP
crl-16737	32	19	first	first	ADJ
crl-16737	32	20	-	-	PUNCT
crl-16737	32	21	year	year	NOUN
crl-16737	32	22	students	student	NOUN
crl-16737	32	23	’	'	PUNCT
crl-16737	32	24	use	use	NOUN
crl-16737	32	25	of	of	ADP
crl-16737	32	26	academic	academic	ADJ
crl-16737	32	27	libraries	library	NOUN
crl-16737	32	28	in	in	ADP
crl-16737	32	29	their	their	PRON
crl-16737	32	30	first	first	ADJ
crl-16737	32	31	year	year	NOUN
crl-16737	32	32	of	of	ADP
crl-16737	32	33	enrollment	enrollment	NOUN
crl-16737	32	34	with	with	ADP
crl-16737	32	35	their	their	PRON
crl-16737	32	36	four	four	NUM
crl-16737	32	37	-	-	PUNCT
crl-16737	32	38	year	year	NOUN
crl-16737	32	39	graduation	graduation	NOUN
crl-16737	32	40	and	and	CCONJ
crl-16737	32	41	continued	continued	ADJ
crl-16737	32	42	enrollment	enrollment	NOUN
crl-16737	32	43	rates	rate	NOUN
crl-16737	32	44	.	.	PUNCT
crl-16737	33	1	methodology	methodology	NOUN
crl-16737	33	2	sample	sample	NOUN
crl-16737	33	3	the	the	DET
crl-16737	33	4	sample	sample	NOUN
crl-16737	33	5	used	use	VERB
crl-16737	33	6	in	in	ADP
crl-16737	33	7	this	this	DET
crl-16737	33	8	study	study	NOUN
crl-16737	33	9	is	be	AUX
crl-16737	33	10	drawn	draw	VERB
crl-16737	33	11	from	from	ADP
crl-16737	33	12	the	the	DET
crl-16737	33	13	2011	2011	NUM
crl-16737	33	14	entering	enter	VERB
crl-16737	33	15	class	class	NOUN
crl-16737	33	16	of	of	ADP
crl-16737	33	17	first	first	ADJ
crl-16737	33	18	-	-	PUNCT
crl-16737	33	19	year	year	NOUN
crl-16737	33	20	undergraduates	undergraduate	NOUN
crl-16737	33	21	at	at	ADP
crl-16737	33	22	a	a	DET
crl-16737	33	23	large	large	ADJ
crl-16737	33	24	,	,	PUNCT
crl-16737	33	25	public	public	ADJ
crl-16737	33	26	university	university	NOUN
crl-16737	33	27	located	locate	VERB
crl-16737	33	28	in	in	ADP
crl-16737	33	29	the	the	DET
crl-16737	33	30	midwest	midwest	NOUN
crl-16737	33	31	(	(	PUNCT
crl-16737	33	32	n	n	NOUN
crl-16737	33	33	=	=	SYM
crl-16737	33	34	5,368	5,368	NUM
crl-16737	33	35	)	)	PUNCT
crl-16737	33	36	.	.	PUNCT
crl-16737	34	1	the	the	DET
crl-16737	34	2	sample	sample	NOUN
crl-16737	34	3	included	include	VERB
crl-16737	34	4	slightly	slightly	ADV
crl-16737	34	5	more	more	ADJ
crl-16737	34	6	females	female	NOUN
crl-16737	34	7	(	(	PUNCT
crl-16737	34	8	n	n	NOUN
crl-16737	34	9	=	=	NUM
crl-16737	34	10	2,803	2,803	NUM
crl-16737	34	11	,	,	PUNCT
crl-16737	34	12	52.2	52.2	NUM
crl-16737	34	13	%	%	NOUN
crl-16737	34	14	)	)	PUNCT
crl-16737	34	15	than	than	ADP
crl-16737	34	16	males	male	NOUN
crl-16737	34	17	(	(	PUNCT
crl-16737	34	18	n	n	NOUN
crl-16737	34	19	=	=	SYM
crl-16737	34	20	2,565	2,565	NUM
crl-16737	34	21	,	,	PUNCT
crl-16737	34	22	47.8	47.8	NUM
crl-16737	34	23	%	%	NOUN
crl-16737	34	24	)	)	PUNCT
crl-16737	34	25	.	.	PUNCT
crl-16737	35	1	within	within	ADP
crl-16737	35	2	the	the	DET
crl-16737	35	3	sample	sample	NOUN
crl-16737	35	4	,	,	PUNCT
crl-16737	35	5	5.8	5.8	NUM
crl-16737	35	6	percent	percent	NOUN
crl-16737	35	7	were	be	AUX
crl-16737	35	8	international	international	ADJ
crl-16737	35	9	students	student	NOUN
crl-16737	35	10	(	(	PUNCT
crl-16737	35	11	n	n	NOUN
crl-16737	35	12	=	=	NUM
crl-16737	35	13	310	310	NUM
crl-16737	35	14	)	)	PUNCT
crl-16737	35	15	;	;	PUNCT
crl-16737	35	16	2.6	2.6	NUM
crl-16737	35	17	percent	percent	NOUN
crl-16737	35	18	,	,	PUNCT
crl-16737	35	19	hispanic	hispanic	ADJ
crl-16737	35	20	(	(	PUNCT
crl-16737	35	21	n	n	NOUN
crl-16737	35	22	=	=	SYM
crl-16737	35	23	169	169	NUM
crl-16737	35	24	)	)	PUNCT
crl-16737	35	25	;	;	PUNCT
crl-16737	35	26	1.1	1.1	NUM
crl-16737	35	27	percent	percent	NOUN
crl-16737	35	28	,	,	PUNCT
crl-16737	35	29	american	american	PROPN
crl-16737	35	30	indian	indian	PROPN
crl-16737	35	31	or	or	CCONJ
crl-16737	35	32	native	native	ADJ
crl-16737	35	33	american	american	PROPN
crl-16737	35	34	(	(	PUNCT
crl-16737	35	35	n	n	NOUN
crl-16737	35	36	=	=	SYM
crl-16737	35	37	61	61	NUM
crl-16737	35	38	)	)	PUNCT
crl-16737	35	39	;	;	PUNCT
crl-16737	35	40	10.7	10.7	NUM
crl-16737	35	41	percent	percent	NOUN
crl-16737	35	42	,	,	PUNCT
crl-16737	35	43	asian	asian	ADJ
crl-16737	35	44	(	(	PUNCT
crl-16737	35	45	n	n	NOUN
crl-16737	35	46	=	=	SYM
crl-16737	35	47	574	574	NUM
crl-16737	35	48	)	)	PUNCT
crl-16737	35	49	;	;	PUNCT
crl-16737	35	50	3.8	3.8	NUM
crl-16737	35	51	percent	percent	NOUN
crl-16737	35	52	,	,	PUNCT
crl-16737	35	53	black	black	ADJ
crl-16737	35	54	(	(	PUNCT
crl-16737	35	55	n	n	NOUN
crl-16737	35	56	=	=	NUM
crl-16737	35	57	204	204	NUM
crl-16737	35	58	)	)	PUNCT
crl-16737	35	59	;	;	PUNCT
crl-16737	35	60	0.3	0.3	NUM
crl-16737	35	61	percent	percent	NOUN
crl-16737	35	62	,	,	PUNCT
crl-16737	35	63	hawaiian	hawaiian	ADJ
crl-16737	35	64	(	(	PUNCT
crl-16737	35	65	n	n	NOUN
crl-16737	35	66	=	=	SYM
crl-16737	35	67	18	18	NUM
crl-16737	35	68	)	)	PUNCT
crl-16737	35	69	;	;	PUNCT
crl-16737	35	70	74.8	74.8	NUM
crl-16737	35	71	percent	percent	NOUN
crl-16737	35	72	,	,	PUNCT
crl-16737	35	73	white	white	ADJ
crl-16737	35	74	(	(	PUNCT
crl-16737	35	75	n	n	NOUN
crl-16737	35	76	=	=	SYM
crl-16737	35	77	4,013	4,013	NUM
crl-16737	35	78	)	)	PUNCT
crl-16737	35	79	;	;	PUNCT
crl-16737	35	80	and	and	CCONJ
crl-16737	35	81	0.4	0.4	NUM
crl-16737	35	82	percent	percent	NOUN
crl-16737	35	83	(	(	PUNCT
crl-16737	35	84	n	n	NOUN
crl-16737	35	85	=	=	SYM
crl-16737	35	86	19	19	NUM
crl-16737	35	87	)	)	PUNCT
crl-16737	35	88	had	have	VERB
crl-16737	35	89	a	a	DET
crl-16737	35	90	nonspecified	nonspecified	ADJ
crl-16737	35	91	race	race	NOUN
crl-16737	35	92	/	/	SYM
crl-16737	35	93	ethnicity	ethnicity	NOUN
crl-16737	35	94	.	.	PUNCT
crl-16737	36	1	our	our	PRON
crl-16737	36	2	use	use	NOUN
crl-16737	36	3	of	of	ADP
crl-16737	36	4	first	first	ADJ
crl-16737	36	5	-	-	PUNCT
crl-16737	36	6	year	year	NOUN
crl-16737	36	7	students	student	NOUN
crl-16737	36	8	only	only	ADV
crl-16737	36	9	in	in	ADP
crl-16737	36	10	this	this	DET
crl-16737	36	11	study	study	NOUN
crl-16737	36	12	was	be	AUX
crl-16737	36	13	intentional	intentional	ADJ
crl-16737	36	14	because	because	SCONJ
crl-16737	36	15	we	we	PRON
crl-16737	36	16	sought	seek	VERB
crl-16737	36	17	to	to	PART
crl-16737	36	18	take	take	VERB
crl-16737	36	19	steps	step	NOUN
crl-16737	36	20	to	to	PART
crl-16737	36	21	eliminate	eliminate	VERB
crl-16737	36	22	potential	potential	ADJ
crl-16737	36	23	confounding	confound	VERB
crl-16737	36	24	biases	bias	NOUN
crl-16737	36	25	that	that	PRON
crl-16737	36	26	may	may	AUX
crl-16737	36	27	impact	impact	VERB
crl-16737	36	28	students	student	NOUN
crl-16737	36	29	’	'	PUNCT
crl-16737	36	30	success	success	NOUN
crl-16737	36	31	to	to	PART
crl-16737	36	32	better	well	ADV
crl-16737	36	33	isolate	isolate	VERB
crl-16737	36	34	the	the	DET
crl-16737	36	35	effects	effect	NOUN
crl-16737	36	36	of	of	ADP
crl-16737	36	37	library	library	ADJ
crl-16737	36	38	use	use	NOUN
crl-16737	36	39	.	.	PUNCT
crl-16737	37	1	for	for	ADP
crl-16737	37	2	example	example	NOUN
crl-16737	37	3	,	,	PUNCT
crl-16737	37	4	if	if	SCONJ
crl-16737	37	5	we	we	PRON
crl-16737	37	6	had	have	AUX
crl-16737	37	7	studied	study	VERB
crl-16737	37	8	juniors	junior	NOUN
crl-16737	37	9	’	'	PUNCT
crl-16737	37	10	or	or	CCONJ
crl-16737	37	11	seniors	senior	NOUN
crl-16737	37	12	’	'	PUNCT
crl-16737	37	13	use	use	NOUN
crl-16737	37	14	of	of	ADP
crl-16737	37	15	academic	academic	ADJ
crl-16737	37	16	libraries	library	NOUN
crl-16737	37	17	,	,	PUNCT
crl-16737	37	18	students	student	NOUN
crl-16737	37	19	’	'	PUNCT
crl-16737	37	20	graduation	graduation	NOUN
crl-16737	37	21	could	could	AUX
crl-16737	37	22	be	be	AUX
crl-16737	37	23	attributed	attribute	VERB
crl-16737	37	24	to	to	ADP
crl-16737	37	25	their	their	PRON
crl-16737	37	26	ongoing	ongoing	ADJ
crl-16737	37	27	persistence	persistence	NOUN
crl-16737	37	28	instead	instead	ADV
crl-16737	37	29	of	of	ADP
crl-16737	37	30	their	their	PRON
crl-16737	37	31	use	use	NOUN
crl-16737	37	32	of	of	ADP
crl-16737	37	33	libraries	library	NOUN
crl-16737	37	34	—	—	PUNCT
crl-16737	37	35	those	those	DET
crl-16737	37	36	students	student	NOUN
crl-16737	37	37	would	would	AUX
crl-16737	37	38	only	only	ADV
crl-16737	37	39	have	have	VERB
crl-16737	37	40	one	one	NUM
crl-16737	37	41	or	or	CCONJ
crl-16737	37	42	two	two	NUM
crl-16737	37	43	years	year	NOUN
crl-16737	37	44	to	to	PART
crl-16737	37	45	finish	finish	VERB
crl-16737	37	46	their	their	PRON
crl-16737	37	47	degrees	degree	NOUN
crl-16737	37	48	,	,	PUNCT
crl-16737	37	49	so	so	SCONJ
crl-16737	37	50	they	they	PRON
crl-16737	37	51	might	might	AUX
crl-16737	37	52	decide	decide	VERB
crl-16737	37	53	to	to	PART
crl-16737	37	54	stay	stay	VERB
crl-16737	37	55	and	and	CCONJ
crl-16737	37	56	complete	complete	VERB
crl-16737	37	57	their	their	PRON
crl-16737	37	58	education	education	NOUN
crl-16737	37	59	as	as	SCONJ
crl-16737	37	60	opposed	oppose	VERB
crl-16737	37	61	to	to	ADP
crl-16737	37	62	transferring	transfer	VERB
crl-16737	37	63	or	or	CCONJ
crl-16737	37	64	withdrawing	withdraw	VERB
crl-16737	37	65	given	give	VERB
crl-16737	37	66	that	that	SCONJ
crl-16737	37	67	they	they	PRON
crl-16737	37	68	had	have	AUX
crl-16737	37	69	completed	complete	VERB
crl-16737	37	70	so	so	ADV
crl-16737	37	71	many	many	ADJ
crl-16737	37	72	credits	credit	NOUN
crl-16737	37	73	already	already	ADV
crl-16737	37	74	.	.	PUNCT
crl-16737	38	1	furthermore	furthermore	ADV
crl-16737	38	2	,	,	PUNCT
crl-16737	38	3	these	these	DET
crl-16737	38	4	students	student	NOUN
crl-16737	38	5	might	might	AUX
crl-16737	38	6	have	have	AUX
crl-16737	38	7	already	already	ADV
crl-16737	38	8	engaged	engage	VERB
crl-16737	38	9	in	in	ADP
crl-16737	38	10	any	any	DET
crl-16737	38	11	number	number	NOUN
crl-16737	38	12	of	of	ADP
crl-16737	38	13	collegiate	collegiate	ADJ
crl-16737	38	14	experiences	experience	NOUN
crl-16737	38	15	associated	associate	VERB
crl-16737	38	16	with	with	ADP
crl-16737	38	17	higher	high	ADJ
crl-16737	38	18	graduation	graduation	NOUN
crl-16737	38	19	rates	rate	NOUN
crl-16737	38	20	,	,	PUNCT
crl-16737	38	21	so	so	ADV
crl-16737	38	22	narrowing	narrow	VERB
crl-16737	38	23	our	our	PRON
crl-16737	38	24	sample	sample	NOUN
crl-16737	38	25	to	to	ADP
crl-16737	38	26	first	first	ADJ
crl-16737	38	27	-	-	PUNCT
crl-16737	38	28	year	year	NOUN
crl-16737	38	29	college	college	NOUN
crl-16737	38	30	students	student	NOUN
crl-16737	38	31	reduced	reduce	VERB
crl-16737	38	32	the	the	DET
crl-16737	38	33	chance	chance	NOUN
crl-16737	38	34	that	that	SCONJ
crl-16737	38	35	confounding	confound	VERB
crl-16737	38	36	variables	variable	NOUN
crl-16737	38	37	would	would	AUX
crl-16737	38	38	interfere	interfere	VERB
crl-16737	38	39	with	with	ADP
crl-16737	38	40	our	our	PRON
crl-16737	38	41	ability	ability	NOUN
crl-16737	38	42	to	to	PART
crl-16737	38	43	more	more	ADV
crl-16737	38	44	accurately	accurately	ADV
crl-16737	38	45	judge	judge	VERB
crl-16737	38	46	the	the	DET
crl-16737	38	47	impact	impact	NOUN
crl-16737	38	48	of	of	ADP
crl-16737	38	49	academic	academic	ADJ
crl-16737	38	50	libraries	library	NOUN
crl-16737	38	51	use	use	VERB
crl-16737	38	52	.	.	PUNCT
crl-16737	39	1	measures	measure	NOUN
crl-16737	39	2	covariate	covariate	VERB
crl-16737	39	3	measures	measure	NOUN
crl-16737	39	4	.	.	PUNCT
crl-16737	40	1	the	the	DET
crl-16737	40	2	covariate	covariate	ADJ
crl-16737	40	3	or	or	CCONJ
crl-16737	40	4	input	input	NOUN
crl-16737	40	5	measures	measure	NOUN
crl-16737	40	6	used	use	VERB
crl-16737	40	7	for	for	ADP
crl-16737	40	8	propensity	propensity	NOUN
crl-16737	40	9	score	score	NOUN
crl-16737	40	10	matching	matching	NOUN
crl-16737	40	11	analyses	analysis	NOUN
crl-16737	40	12	were	be	AUX
crl-16737	40	13	intentionally	intentionally	ADV
crl-16737	40	14	selected	select	VERB
crl-16737	40	15	because	because	SCONJ
crl-16737	40	16	of	of	ADP
crl-16737	40	17	their	their	PRON
crl-16737	40	18	known	know	VERB
crl-16737	40	19	relationships	relationship	NOUN
crl-16737	40	20	to	to	ADP
crl-16737	40	21	the	the	DET
crl-16737	40	22	impact	impact	NOUN
crl-16737	40	23	of	of	ADP
crl-16737	40	24	academic	academic	ADJ
crl-16737	40	25	library	library	NOUN
crl-16737	40	26	resources	resource	NOUN
crl-16737	40	27	on	on	ADP
crl-16737	40	28	undergraduates	undergraduate	NOUN
crl-16737	40	29	’	'	PUNCT
crl-16737	40	30	degree	degree	NOUN
crl-16737	40	31	completion	completion	NOUN
crl-16737	40	32	815	815	NUM
crl-16737	40	33	students	student	NOUN
crl-16737	40	34	’	'	PUNCT
crl-16737	40	35	use	use	NOUN
crl-16737	40	36	of	of	ADP
crl-16737	40	37	academic	academic	ADJ
crl-16737	40	38	library	library	NOUN
crl-16737	40	39	resources	resource	NOUN
crl-16737	40	40	.	.	PUNCT
crl-16737	41	1	these	these	DET
crl-16737	41	2	measures	measure	NOUN
crl-16737	41	3	included	include	VERB
crl-16737	41	4	students	student	NOUN
crl-16737	41	5	’	'	PUNCT
crl-16737	41	6	race/	race/	NUM
crl-16737	41	7	ethnicity,17	ethnicity,17	NOUN
crl-16737	41	8	sex,18	sex,18	NOUN
crl-16737	41	9	on	on	ADP
crl-16737	41	10	-	-	PUNCT
crl-16737	41	11	campus	campus	NOUN
crl-16737	41	12	residency,19	residency,19	NOUN
crl-16737	41	13	first	first	ADJ
crl-16737	41	14	-	-	PUNCT
crl-16737	41	15	generation	generation	NOUN
crl-16737	41	16	status,20	status,20	NOUN
crl-16737	41	17	participation	participation	NOUN
crl-16737	41	18	in	in	ADP
crl-16737	41	19	freshman	freshman	NOUN
crl-16737	41	20	seminar	seminar	NOUN
crl-16737	41	21	-	-	PUNCT
crl-16737	41	22	like	like	ADJ
crl-16737	41	23	programs,21	programs,21	ADJ
crl-16737	41	24	students	student	NOUN
crl-16737	41	25	’	'	PUNCT
crl-16737	41	26	college	college	NOUN
crl-16737	41	27	of	of	ADP
crl-16737	41	28	enrollment,22	enrollment,22	X
crl-16737	41	29	ap	ap	PROPN
crl-16737	41	30	credits	credit	VERB
crl-16737	41	31	earned,23	earned,23	PROPN
crl-16737	41	32	socioeconomic	socioeconomic	ADJ
crl-16737	41	33	status	status	NOUN
crl-16737	41	34	as	as	SCONJ
crl-16737	41	35	measured	measure	VERB
crl-16737	41	36	by	by	ADP
crl-16737	41	37	pell	pell	NOUN
crl-16737	41	38	grant,24	grant,24	NOUN
crl-16737	41	39	and	and	CCONJ
crl-16737	41	40	incoming	incoming	ADJ
crl-16737	41	41	act	act	NOUN
crl-16737	41	42	/	/	SYM
crl-16737	41	43	sat	sit	VERB
crl-16737	41	44	scores.25	scores.25	NOUN
crl-16737	41	45	all	all	DET
crl-16737	41	46	indicators	indicator	NOUN
crl-16737	41	47	were	be	AUX
crl-16737	41	48	derived	derive	VERB
crl-16737	41	49	from	from	ADP
crl-16737	41	50	institutional	institutional	ADJ
crl-16737	41	51	records	record	NOUN
crl-16737	41	52	.	.	PUNCT
crl-16737	42	1	when	when	SCONJ
crl-16737	42	2	act	act	NOUN
crl-16737	42	3	scores	score	NOUN
crl-16737	42	4	were	be	AUX
crl-16737	42	5	missing	miss	VERB
crl-16737	42	6	,	,	PUNCT
crl-16737	42	7	sat	sit	VERB
crl-16737	42	8	scores	score	NOUN
crl-16737	42	9	were	be	AUX
crl-16737	42	10	converted	convert	VERB
crl-16737	42	11	to	to	PART
crl-16737	42	12	act	act	VERB
crl-16737	42	13	scores	score	NOUN
crl-16737	42	14	according	accord	VERB
crl-16737	42	15	to	to	ADP
crl-16737	42	16	act	act	NOUN
crl-16737	42	17	concordance	concordance	NOUN
crl-16737	42	18	tables	table	NOUN
crl-16737	42	19	.	.	PUNCT
crl-16737	43	1	we	we	PRON
crl-16737	43	2	included	include	VERB
crl-16737	43	3	two	two	NUM
crl-16737	43	4	measures	measure	NOUN
crl-16737	43	5	related	relate	VERB
crl-16737	43	6	to	to	ADP
crl-16737	43	7	students	student	NOUN
crl-16737	43	8	’	'	PUNCT
crl-16737	43	9	participation	participation	NOUN
crl-16737	43	10	in	in	ADP
crl-16737	43	11	specialized	specialized	ADJ
crl-16737	43	12	seminars	seminar	NOUN
crl-16737	43	13	:	:	PUNCT
crl-16737	43	14	access	access	NOUN
crl-16737	43	15	to	to	ADP
crl-16737	43	16	success	success	NOUN
crl-16737	43	17	,	,	PUNCT
crl-16737	43	18	a	a	DET
crl-16737	43	19	small	small	ADJ
crl-16737	43	20	advising	advise	VERB
crl-16737	43	21	community	community	NOUN
crl-16737	43	22	aimed	aim	VERB
crl-16737	43	23	to	to	PART
crl-16737	43	24	increase	increase	VERB
crl-16737	43	25	the	the	DET
crl-16737	43	26	retention	retention	NOUN
crl-16737	43	27	of	of	ADP
crl-16737	43	28	students	student	NOUN
crl-16737	43	29	from	from	ADP
crl-16737	43	30	underrepresented	underrepresented	ADJ
crl-16737	43	31	backgrounds,26	backgrounds,26	NOUN
crl-16737	43	32	and	and	CCONJ
crl-16737	43	33	elective	elective	ADJ
crl-16737	43	34	freshman	freshman	NOUN
crl-16737	43	35	seminars	seminar	NOUN
crl-16737	43	36	taught	teach	VERB
crl-16737	43	37	by	by	ADP
crl-16737	43	38	faculty	faculty	NOUN
crl-16737	43	39	in	in	ADP
crl-16737	43	40	a	a	DET
crl-16737	43	41	wide	wide	ADJ
crl-16737	43	42	variety	variety	NOUN
crl-16737	43	43	of	of	ADP
crl-16737	43	44	disciplines	discipline	NOUN
crl-16737	43	45	.	.	PUNCT
crl-16737	44	1	students	student	NOUN
crl-16737	44	2	’	’	PART
crl-16737	44	3	college	college	PROPN
crl-16737	44	4	of	of	ADP
crl-16737	44	5	enrollment	enrollment	NOUN
crl-16737	44	6	was	be	AUX
crl-16737	44	7	dummycoded	dummycode	VERB
crl-16737	44	8	with	with	ADP
crl-16737	44	9	the	the	DET
crl-16737	44	10	liberal	liberal	ADJ
crl-16737	44	11	arts	arts	PROPN
crl-16737	44	12	college	college	PROPN
crl-16737	44	13	(	(	PUNCT
crl-16737	44	14	which	which	PRON
crl-16737	44	15	admits	admit	VERB
crl-16737	44	16	the	the	DET
crl-16737	44	17	greatest	great	ADJ
crl-16737	44	18	proportion	proportion	NOUN
crl-16737	44	19	of	of	ADP
crl-16737	44	20	first	first	ADJ
crl-16737	44	21	-	-	PUNCT
crl-16737	44	22	year	year	NOUN
crl-16737	44	23	students	student	NOUN
crl-16737	44	24	)	)	PUNCT
crl-16737	44	25	serving	serve	VERB
crl-16737	44	26	as	as	ADP
crl-16737	44	27	a	a	DET
crl-16737	44	28	common	common	ADJ
crl-16737	44	29	referent	referent	NOUN
crl-16737	44	30	.	.	PUNCT
crl-16737	45	1	frequencies	frequency	NOUN
crl-16737	45	2	and	and	CCONJ
crl-16737	45	3	mean	mean	VERB
crl-16737	45	4	values	value	NOUN
crl-16737	45	5	for	for	ADP
crl-16737	45	6	the	the	DET
crl-16737	45	7	entire	entire	ADJ
crl-16737	45	8	sample	sample	NOUN
crl-16737	45	9	(	(	PUNCT
crl-16737	45	10	save	save	VERB
crl-16737	45	11	for	for	ADP
crl-16737	45	12	the	the	DET
crl-16737	45	13	variables	variable	NOUN
crl-16737	45	14	described	describe	VERB
crl-16737	45	15	in	in	ADP
crl-16737	45	16	the	the	DET
crl-16737	45	17	sample	sample	NOUN
crl-16737	45	18	section	section	NOUN
crl-16737	45	19	)	)	PUNCT
crl-16737	45	20	are	be	AUX
crl-16737	45	21	shown	show	VERB
crl-16737	45	22	in	in	ADP
crl-16737	45	23	table	table	NOUN
crl-16737	45	24	1	1	NUM
crl-16737	45	25	.	.	PUNCT
crl-16737	45	26	environmental	environmental	ADJ
crl-16737	45	27	measures	measure	NOUN
crl-16737	45	28	:	:	PUNCT
crl-16737	45	29	students	student	NOUN
crl-16737	45	30	’	'	PUNCT
crl-16737	45	31	use	use	NOUN
crl-16737	45	32	of	of	ADP
crl-16737	45	33	academic	academic	ADJ
crl-16737	45	34	libraries	library	NOUN
crl-16737	45	35	.	.	PUNCT
crl-16737	46	1	the	the	DET
crl-16737	46	2	environmental	environmental	ADJ
crl-16737	46	3	or	or	CCONJ
crl-16737	46	4	“	"	PUNCT
crl-16737	46	5	treatment	treatment	NOUN
crl-16737	46	6	”	"	PUNCT
crl-16737	46	7	variables	variable	NOUN
crl-16737	46	8	included	include	VERB
crl-16737	46	9	students	student	NOUN
crl-16737	46	10	’	'	PUNCT
crl-16737	46	11	use	use	NOUN
crl-16737	46	12	of	of	ADP
crl-16737	46	13	academic	academic	ADJ
crl-16737	46	14	libraries	library	NOUN
crl-16737	46	15	at	at	ADP
crl-16737	46	16	least	least	ADJ
crl-16737	46	17	once	once	ADV
crl-16737	46	18	during	during	ADP
crl-16737	46	19	the	the	DET
crl-16737	46	20	academic	academic	ADJ
crl-16737	46	21	year	year	NOUN
crl-16737	46	22	,	,	PUNCT
crl-16737	46	23	in	in	ADP
crl-16737	46	24	addition	addition	NOUN
crl-16737	46	25	to	to	ADP
crl-16737	46	26	at	at	ADV
crl-16737	46	27	least	least	ADV
crl-16737	46	28	one	one	NUM
crl-16737	46	29	use	use	NOUN
crl-16737	46	30	in	in	ADP
crl-16737	46	31	five	five	NUM
crl-16737	46	32	primary	primary	ADJ
crl-16737	46	33	areas	area	NOUN
crl-16737	46	34	:	:	PUNCT
crl-16737	46	35	loaning	loan	VERB
crl-16737	46	36	books	book	NOUN
crl-16737	46	37	(	(	PUNCT
crl-16737	46	38	including	include	VERB
crl-16737	46	39	interlibrary	interlibrary	ADJ
crl-16737	46	40	loans	loan	NOUN
crl-16737	46	41	and	and	CCONJ
crl-16737	46	42	electronic	electronic	ADJ
crl-16737	46	43	books	book	NOUN
crl-16737	46	44	)	)	PUNCT
crl-16737	46	45	,	,	PUNCT
crl-16737	46	46	using	use	VERB
crl-16737	46	47	electronic	electronic	ADJ
crl-16737	46	48	resources	resource	NOUN
crl-16737	46	49	(	(	PUNCT
crl-16737	46	50	including	include	VERB
crl-16737	46	51	academic	academic	ADJ
crl-16737	46	52	journals	journal	NOUN
crl-16737	46	53	accessed	access	VERB
crl-16737	46	54	,	,	PUNCT
crl-16737	46	55	website	website	NOUN
crl-16737	46	56	used	use	VERB
crl-16737	46	57	,	,	PUNCT
crl-16737	46	58	and	and	CCONJ
crl-16737	46	59	databases	database	NOUN
crl-16737	46	60	searched	search	VERB
crl-16737	46	61	)	)	PUNCT
crl-16737	46	62	,	,	PUNCT
crl-16737	46	63	logging	log	VERB
crl-16737	46	64	into	into	ADP
crl-16737	46	65	library	library	ADJ
crl-16737	46	66	computer	computer	NOUN
crl-16737	46	67	workstations	workstation	NOUN
crl-16737	46	68	,	,	PUNCT
crl-16737	46	69	enrolling	enrol	VERB
crl-16737	46	70	in	in	ADP
crl-16737	46	71	library	library	ADJ
crl-16737	46	72	instruction	instruction	NOUN
crl-16737	46	73	courses	course	NOUN
crl-16737	46	74	(	(	PUNCT
crl-16737	46	75	introduction	introduction	NOUN
crl-16737	46	76	courses	course	NOUN
crl-16737	46	77	,	,	PUNCT
crl-16737	46	78	workshops	workshop	NOUN
crl-16737	46	79	,	,	PUNCT
crl-16737	46	80	or	or	CCONJ
crl-16737	46	81	instruction	instruction	NOUN
crl-16737	46	82	integrated	integrate	VERB
crl-16737	46	83	into	into	ADP
crl-16737	46	84	courses	course	NOUN
crl-16737	46	85	)	)	PUNCT
crl-16737	46	86	,	,	PUNCT
crl-16737	46	87	and	and	CCONJ
crl-16737	46	88	reference	reference	NOUN
crl-16737	46	89	resources	resource	NOUN
crl-16737	46	90	used	use	VERB
crl-16737	46	91	(	(	PUNCT
crl-16737	46	92	such	such	ADJ
crl-16737	46	93	as	as	ADP
crl-16737	46	94	meeting	meet	VERB
crl-16737	46	95	with	with	ADP
crl-16737	46	96	a	a	DET
crl-16737	46	97	peer	peer	NOUN
crl-16737	46	98	research	research	NOUN
crl-16737	46	99	consultant	consultant	NOUN
crl-16737	46	100	or	or	CCONJ
crl-16737	46	101	chatting	chat	VERB
crl-16737	46	102	with	with	ADP
crl-16737	46	103	a	a	DET
crl-16737	46	104	reference	reference	NOUN
crl-16737	46	105	librarian	librarian	NOUN
crl-16737	46	106	)	)	PUNCT
crl-16737	46	107	.	.	PUNCT
crl-16737	47	1	we	we	PRON
crl-16737	47	2	collected	collect	VERB
crl-16737	47	3	all	all	PRON
crl-16737	47	4	of	of	ADP
crl-16737	47	5	these	these	DET
crl-16737	47	6	data	datum	NOUN
crl-16737	47	7	points	point	NOUN
crl-16737	47	8	from	from	ADP
crl-16737	47	9	existing	exist	VERB
crl-16737	47	10	records	record	NOUN
crl-16737	47	11	on	on	ADP
crl-16737	47	12	students	student	NOUN
crl-16737	47	13	’	'	PUNCT
crl-16737	47	14	use	use	NOUN
crl-16737	47	15	of	of	ADP
crl-16737	47	16	a	a	DET
crl-16737	47	17	variety	variety	NOUN
crl-16737	47	18	of	of	ADP
crl-16737	47	19	library	library	NOUN
crl-16737	47	20	services	service	NOUN
crl-16737	47	21	.	.	PUNCT
crl-16737	48	1	we	we	PRON
crl-16737	48	2	coded	code	VERB
crl-16737	48	3	students	student	NOUN
crl-16737	48	4	’	'	PUNCT
crl-16737	48	5	use	use	NOUN
crl-16737	48	6	of	of	ADP
crl-16737	48	7	libraries	library	NOUN
crl-16737	48	8	in	in	ADP
crl-16737	48	9	these	these	DET
crl-16737	48	10	areas	area	NOUN
crl-16737	48	11	to	to	PART
crl-16737	48	12	reflect	reflect	VERB
crl-16737	48	13	whether	whether	SCONJ
crl-16737	48	14	they	they	PRON
crl-16737	48	15	had	have	AUX
crl-16737	48	16	ever	ever	ADV
crl-16737	48	17	once	once	ADV
crl-16737	48	18	used	use	VERB
crl-16737	48	19	the	the	DET
crl-16737	48	20	library	library	NOUN
crl-16737	48	21	in	in	ADP
crl-16737	48	22	this	this	DET
crl-16737	48	23	area	area	NOUN
crl-16737	48	24	(	(	PUNCT
crl-16737	48	25	0	0	X
crl-16737	48	26	=	=	NOUN
crl-16737	48	27	never	never	ADV
crl-16737	48	28	used	use	VERB
crl-16737	48	29	,	,	PUNCT
crl-16737	48	30	1	1	NUM
crl-16737	48	31	=	=	NUM
crl-16737	48	32	used	use	VERB
crl-16737	48	33	at	at	ADV
crl-16737	48	34	least	least	ADV
crl-16737	48	35	one	one	NUM
crl-16737	48	36	time	time	NOUN
crl-16737	48	37	)	)	PUNCT
crl-16737	48	38	.	.	PUNCT
crl-16737	49	1	the	the	DET
crl-16737	49	2	results	result	NOUN
crl-16737	49	3	suggest	suggest	VERB
crl-16737	49	4	that	that	SCONJ
crl-16737	49	5	82.2	82.2	NUM
crl-16737	49	6	percent	percent	NOUN
crl-16737	49	7	of	of	ADP
crl-16737	49	8	students	student	NOUN
crl-16737	49	9	used	use	VERB
crl-16737	49	10	the	the	DET
crl-16737	49	11	libraries	library	NOUN
crl-16737	49	12	at	at	ADP
crl-16737	49	13	least	least	ADJ
crl-16737	49	14	once	once	ADV
crl-16737	49	15	,	,	PUNCT
crl-16737	49	16	students	student	NOUN
crl-16737	49	17	were	be	AUX
crl-16737	49	18	most	most	ADV
crl-16737	49	19	likely	likely	ADJ
crl-16737	49	20	to	to	PART
crl-16737	49	21	have	have	AUX
crl-16737	49	22	used	use	VERB
crl-16737	49	23	electronic	electronic	ADJ
crl-16737	49	24	resources	resource	NOUN
crl-16737	49	25	(	(	PUNCT
crl-16737	49	26	78.3	78.3	NUM
crl-16737	49	27	%	%	NOUN
crl-16737	49	28	)	)	PUNCT
crl-16737	49	29	,	,	PUNCT
crl-16737	49	30	and	and	CCONJ
crl-16737	49	31	students	student	NOUN
crl-16737	49	32	were	be	AUX
crl-16737	49	33	least	least	ADV
crl-16737	49	34	likely	likely	ADJ
crl-16737	49	35	to	to	PART
crl-16737	49	36	have	have	AUX
crl-16737	49	37	met	meet	VERB
crl-16737	49	38	with	with	ADP
crl-16737	49	39	a	a	DET
crl-16737	49	40	peer	peer	NOUN
crl-16737	49	41	research	research	NOUN
crl-16737	49	42	consultant	consultant	NOUN
crl-16737	49	43	or	or	CCONJ
crl-16737	49	44	chatted	chat	VERB
crl-16737	49	45	online	online	ADV
crl-16737	49	46	with	with	ADP
crl-16737	49	47	a	a	DET
crl-16737	49	48	reference	reference	NOUN
crl-16737	49	49	librarian	librarian	NOUN
crl-16737	49	50	(	(	PUNCT
crl-16737	49	51	5.5	5.5	NUM
crl-16737	49	52	%	%	NOUN
crl-16737	49	53	)	)	PUNCT
crl-16737	49	54	.	.	PUNCT
crl-16737	50	1	we	we	PRON
crl-16737	50	2	extracted	extract	VERB
crl-16737	50	3	collection	collection	NOUN
crl-16737	50	4	loans	loan	NOUN
crl-16737	50	5	—	—	PUNCT
crl-16737	50	6	primarily	primarily	ADV
crl-16737	50	7	book	book	NOUN
crl-16737	50	8	checkouts	checkout	NOUN
crl-16737	50	9	and	and	CCONJ
crl-16737	50	10	renewals	renewal	NOUN
crl-16737	50	11	—	—	PUNCT
crl-16737	50	12	from	from	ADP
crl-16737	50	13	the	the	DET
crl-16737	50	14	university	university	NOUN
crl-16737	50	15	’s	’s	PART
crl-16737	50	16	ex	ex	PRON
crl-16737	50	17	libris	libris	PROPN
crl-16737	50	18	aleph27	aleph27	PROPN
crl-16737	50	19	catalog	catalog	NOUN
crl-16737	50	20	transaction	transaction	NOUN
crl-16737	50	21	records	record	NOUN
crl-16737	50	22	,	,	PUNCT
crl-16737	50	23	and	and	CCONJ
crl-16737	50	24	no	no	DET
crl-16737	50	25	distinctions	distinction	NOUN
crl-16737	50	26	were	be	AUX
crl-16737	50	27	made	make	VERB
crl-16737	50	28	between	between	ADP
crl-16737	50	29	initial	initial	ADJ
crl-16737	50	30	checkout	checkout	NOUN
crl-16737	50	31	and	and	CCONJ
crl-16737	50	32	renewal	renewal	NOUN
crl-16737	50	33	.	.	PUNCT
crl-16737	51	1	e	e	X
crl-16737	51	2	-	-	NOUN
crl-16737	51	3	book	book	NOUN
crl-16737	51	4	views	view	NOUN
crl-16737	51	5	,	,	PUNCT
crl-16737	51	6	database	database	NOUN
crl-16737	51	7	logins	login	NOUN
crl-16737	51	8	,	,	PUNCT
crl-16737	51	9	and	and	CCONJ
crl-16737	51	10	electronic	electronic	ADJ
crl-16737	51	11	journal	journal	NOUN
crl-16737	51	12	logins	login	NOUN
crl-16737	51	13	used	use	VERB
crl-16737	51	14	a	a	DET
crl-16737	51	15	“	"	PUNCT
crl-16737	51	16	click	click	VERB
crl-16737	51	17	-	-	PUNCT
crl-16737	51	18	through	through	NOUN
crl-16737	51	19	”	"	PUNCT
crl-16737	51	20	script	script	NOUN
crl-16737	51	21	to	to	PART
crl-16737	51	22	capture	capture	VERB
crl-16737	51	23	usage	usage	NOUN
crl-16737	51	24	of	of	ADP
crl-16737	51	25	these	these	DET
crl-16737	51	26	resources	resource	NOUN
crl-16737	51	27	.	.	PUNCT
crl-16737	52	1	computer	computer	NOUN
crl-16737	52	2	workstation	workstation	NOUN
crl-16737	52	3	use	use	NOUN
crl-16737	52	4	at	at	ADP
crl-16737	52	5	the	the	DET
crl-16737	52	6	libraries	library	NOUN
crl-16737	52	7	required	require	VERB
crl-16737	52	8	that	that	SCONJ
crl-16737	52	9	users	user	NOUN
crl-16737	52	10	log	log	VERB
crl-16737	52	11	in	in	ADP
crl-16737	52	12	through	through	ADP
crl-16737	52	13	a	a	DET
crl-16737	52	14	shared	share	VERB
crl-16737	52	15	computer	computer	NOUN
crl-16737	52	16	management	management	NOUN
crl-16737	52	17	software	software	NOUN
crl-16737	52	18	service	service	NOUN
crl-16737	52	19	called	call	VERB
crl-16737	52	20	cybrarian	cybrarian	PROPN
crl-16737	52	21	™	™	PROPN
crl-16737	52	22	.28	.28	NUM
crl-16737	52	23	login	login	NOUN
crl-16737	52	24	data	datum	NOUN
crl-16737	52	25	included	include	VERB
crl-16737	52	26	internet	internet	NOUN
crl-16737	52	27	i	i	PROPN
crl-16737	52	28	d	d	PROPN
crl-16737	52	29	and	and	CCONJ
crl-16737	52	30	date	date	NOUN
crl-16737	52	31	of	of	ADP
crl-16737	52	32	transaction	transaction	NOUN
crl-16737	52	33	,	,	PUNCT
crl-16737	52	34	which	which	PRON
crl-16737	52	35	we	we	PRON
crl-16737	52	36	extracted	extract	VERB
crl-16737	52	37	from	from	ADP
crl-16737	52	38	the	the	DET
crl-16737	52	39	cybrarian	cybrarian	PROPN
crl-16737	52	40	database	database	NOUN
crl-16737	52	41	.	.	PUNCT
crl-16737	53	1	we	we	PRON
crl-16737	53	2	gathered	gather	VERB
crl-16737	53	3	reference	reference	NOUN
crl-16737	53	4	transactions	transaction	NOUN
crl-16737	53	5	that	that	PRON
crl-16737	53	6	occurred	occur	VERB
crl-16737	53	7	via	via	ADP
crl-16737	53	8	live	live	ADJ
crl-16737	53	9	internet	internet	NOUN
crl-16737	53	10	chat	chat	NOUN
crl-16737	53	11	from	from	ADP
crl-16737	53	12	questionpoint	questionpoint	ADJ
crl-16737	53	13	™	™	NOUN
crl-16737	53	14	,29	,29	PUNCT
crl-16737	53	15	(	(	PUNCT
crl-16737	53	16	“	"	PUNCT
crl-16737	53	17	questionpoint	questionpoint	VERB
crl-16737	53	18	[	[	X
crl-16737	53	19	computer	computer	NOUN
crl-16737	53	20	software	software	NOUN
crl-16737	53	21	]	]	PUNCT
crl-16737	53	22	”	"	PUNCT
crl-16737	53	23	2013	2013	NUM
crl-16737	53	24	)	)	PUNCT
crl-16737	53	25	and	and	CCONJ
crl-16737	53	26	we	we	PRON
crl-16737	53	27	parsed	parse	VERB
crl-16737	53	28	the	the	DET
crl-16737	53	29	data	datum	NOUN
crl-16737	53	30	into	into	ADP
crl-16737	53	31	a	a	DET
crl-16737	53	32	list	list	NOUN
crl-16737	53	33	of	of	ADP
crl-16737	53	34	internet	internet	NOUN
crl-16737	53	35	ids	id	NOUN
crl-16737	53	36	.	.	PUNCT
crl-16737	54	1	students	student	NOUN
crl-16737	54	2	scheduled	schedule	VERB
crl-16737	54	3	appointments	appointment	NOUN
crl-16737	54	4	with	with	ADP
crl-16737	54	5	peer	peer	NOUN
crl-16737	54	6	research	research	NOUN
crl-16737	54	7	consultants	consultant	NOUN
crl-16737	54	8	,	,	PUNCT
crl-16737	54	9	which	which	PRON
crl-16737	54	10	made	make	VERB
crl-16737	54	11	it	it	PRON
crl-16737	54	12	possible	possible	ADJ
crl-16737	54	13	to	to	PART
crl-16737	54	14	harvest	harvest	VERB
crl-16737	54	15	internet	internet	NOUN
crl-16737	54	16	ids	id	NOUN
crl-16737	54	17	from	from	ADP
crl-16737	54	18	appointment	appointment	NOUN
crl-16737	54	19	lists	list	NOUN
crl-16737	54	20	.	.	PUNCT
crl-16737	55	1	note	note	VERB
crl-16737	55	2	that	that	SCONJ
crl-16737	55	3	we	we	PRON
crl-16737	55	4	could	could	AUX
crl-16737	55	5	not	not	PART
crl-16737	55	6	include	include	VERB
crl-16737	55	7	other	other	ADJ
crl-16737	55	8	types	type	NOUN
crl-16737	55	9	of	of	ADP
crl-16737	55	10	reference	reference	NOUN
crl-16737	55	11	transactions	transaction	NOUN
crl-16737	55	12	,	,	PUNCT
crl-16737	55	13	such	such	ADJ
crl-16737	55	14	as	as	ADP
crl-16737	55	15	asking	ask	VERB
crl-16737	55	16	a	a	DET
crl-16737	55	17	question	question	NOUN
crl-16737	55	18	at	at	ADP
crl-16737	55	19	a	a	DET
crl-16737	55	20	service	service	NOUN
crl-16737	55	21	desk	desk	NOUN
crl-16737	55	22	or	or	CCONJ
crl-16737	55	23	making	make	VERB
crl-16737	55	24	an	an	DET
crl-16737	55	25	appointment	appointment	NOUN
crl-16737	55	26	with	with	ADP
crl-16737	55	27	a	a	DET
crl-16737	55	28	liaison	liaison	NOUN
crl-16737	55	29	,	,	PUNCT
crl-16737	55	30	because	because	SCONJ
crl-16737	55	31	internet	internet	NOUN
crl-16737	55	32	ids	id	NOUN
crl-16737	55	33	are	be	AUX
crl-16737	55	34	not	not	PART
crl-16737	55	35	collected	collect	VERB
crl-16737	55	36	for	for	ADP
crl-16737	55	37	those	those	DET
crl-16737	55	38	transactions	transaction	NOUN
crl-16737	55	39	.	.	PUNCT
crl-16737	56	1	outcomes	outcome	NOUN
crl-16737	56	2	measures	measure	NOUN
crl-16737	56	3	:	:	PUNCT
crl-16737	56	4	students	student	NOUN
crl-16737	56	5	’	'	PUNCT
crl-16737	56	6	graduation	graduation	NOUN
crl-16737	56	7	and	and	CCONJ
crl-16737	56	8	continued	continue	VERB
crl-16737	56	9	enrollment	enrollment	NOUN
crl-16737	56	10	.	.	PUNCT
crl-16737	57	1	the	the	DET
crl-16737	57	2	dependent	dependent	ADJ
crl-16737	57	3	variables	variable	NOUN
crl-16737	57	4	of	of	ADP
crl-16737	57	5	interest	interest	NOUN
crl-16737	57	6	in	in	ADP
crl-16737	57	7	this	this	DET
crl-16737	57	8	study	study	NOUN
crl-16737	57	9	included	include	VERB
crl-16737	57	10	first	first	ADJ
crl-16737	57	11	-	-	PUNCT
crl-16737	57	12	year	year	NOUN
crl-16737	57	13	students	student	NOUN
crl-16737	57	14	’	'	PUNCT
crl-16737	57	15	rate	rate	NOUN
crl-16737	57	16	of	of	ADP
crl-16737	57	17	graduation	graduation	NOUN
crl-16737	57	18	in	in	ADP
crl-16737	57	19	four	four	NUM
crl-16737	57	20	years	year	NOUN
crl-16737	57	21	and	and	CCONJ
crl-16737	57	22	their	their	PRON
crl-16737	57	23	rate	rate	NOUN
crl-16737	57	24	of	of	ADP
crl-16737	57	25	continued	continue	VERB
crl-16737	57	26	enrollment	enrollment	NOUN
crl-16737	57	27	in	in	ADP
crl-16737	57	28	four	four	NUM
crl-16737	57	29	years	year	NOUN
crl-16737	57	30	(	(	PUNCT
crl-16737	57	31	if	if	SCONJ
crl-16737	57	32	not	not	PART
crl-16737	57	33	yet	yet	ADV
crl-16737	57	34	graduated	graduate	VERB
crl-16737	57	35	or	or	CCONJ
crl-16737	57	36	withdrawn	withdraw	VERB
crl-16737	57	37	)	)	PUNCT
crl-16737	57	38	.	.	PUNCT
crl-16737	58	1	in	in	ADP
crl-16737	58	2	the	the	DET
crl-16737	58	3	sample	sample	NOUN
crl-16737	58	4	,	,	PUNCT
crl-16737	58	5	17.6	17.6	NUM
crl-16737	58	6	percent	percent	NOUN
crl-16737	58	7	(	(	PUNCT
crl-16737	58	8	n	n	NOUN
crl-16737	58	9	=	=	SYM
crl-16737	58	10	946	946	NUM
crl-16737	58	11	)	)	PUNCT
crl-16737	58	12	of	of	ADP
crl-16737	58	13	the	the	DET
crl-16737	58	14	original	original	ADJ
crl-16737	58	15	class	class	NOUN
crl-16737	58	16	of	of	ADP
crl-16737	58	17	5,368	5,368	NUM
crl-16737	58	18	had	have	AUX
crl-16737	58	19	withdrawn	withdraw	VERB
crl-16737	58	20	without	without	ADP
crl-16737	58	21	graduating	graduate	VERB
crl-16737	58	22	,	,	PUNCT
crl-16737	58	23	while	while	SCONJ
crl-16737	58	24	63.1	63.1	NUM
crl-16737	58	25	percent	percent	NOUN
crl-16737	58	26	(	(	PUNCT
crl-16737	58	27	n	n	NOUN
crl-16737	58	28	=	=	SYM
crl-16737	58	29	3,388	3,388	NUM
crl-16737	58	30	)	)	PUNCT
crl-16737	58	31	of	of	ADP
crl-16737	58	32	students	student	NOUN
crl-16737	58	33	graduated	graduate	VERB
crl-16737	58	34	and	and	CCONJ
crl-16737	58	35	19.3	19.3	NUM
crl-16737	58	36	percent	percent	NOUN
crl-16737	58	37	(	(	PUNCT
crl-16737	58	38	n	n	NOUN
crl-16737	58	39	=	=	SYM
crl-16737	58	40	1,034	1,034	NUM
crl-16737	58	41	)	)	PUNCT
crl-16737	58	42	were	be	AUX
crl-16737	58	43	still	still	ADV
crl-16737	58	44	enrolled	enrol	VERB
crl-16737	58	45	in	in	ADP
crl-16737	58	46	courses	course	NOUN
crl-16737	58	47	after	after	ADP
crl-16737	58	48	their	their	PRON
crl-16737	58	49	fourth	fourth	ADJ
crl-16737	58	50	year	year	NOUN
crl-16737	58	51	.	.	PUNCT
crl-16737	59	1	while	while	SCONJ
crl-16737	59	2	policymakers	policymaker	NOUN
crl-16737	59	3	and	and	CCONJ
crl-16737	59	4	administrators	administrator	NOUN
crl-16737	59	5	would	would	AUX
crl-16737	59	6	likely	likely	ADV
crl-16737	59	7	be	be	AUX
crl-16737	59	8	most	most	ADV
crl-16737	59	9	concerned	concerned	ADJ
crl-16737	59	10	about	about	ADP
crl-16737	59	11	students	student	NOUN
crl-16737	59	12	’	'	PUNCT
crl-16737	59	13	rate	rate	NOUN
crl-16737	59	14	of	of	ADP
crl-16737	59	15	graduation	graduation	NOUN
crl-16737	59	16	in	in	ADP
crl-16737	59	17	four	four	NUM
crl-16737	59	18	years	year	NOUN
crl-16737	59	19	,	,	PUNCT
crl-16737	59	20	we	we	PRON
crl-16737	59	21	found	find	VERB
crl-16737	59	22	value	value	NOUN
crl-16737	59	23	in	in	ADP
crl-16737	59	24	also	also	ADV
crl-16737	59	25	including	include	VERB
crl-16737	59	26	students	student	NOUN
crl-16737	59	27	’	'	PUNCT
crl-16737	59	28	continued	continue	VERB
crl-16737	59	29	enrollment	enrollment	NOUN
crl-16737	59	30	after	after	ADP
crl-16737	59	31	four	four	NUM
crl-16737	59	32	years	year	NOUN
crl-16737	59	33	in	in	ADP
crl-16737	59	34	our	our	PRON
crl-16737	59	35	analyses	analysis	NOUN
crl-16737	59	36	,	,	PUNCT
crl-16737	59	37	as	as	SCONJ
crl-16737	59	38	such	such	DET
crl-16737	59	39	a	a	DET
crl-16737	59	40	measure	measure	NOUN
crl-16737	59	41	points	point	NOUN
crl-16737	59	42	toward	toward	ADP
crl-16737	59	43	students	student	NOUN
crl-16737	59	44	’	'	PUNCT
crl-16737	59	45	progress	progress	NOUN
crl-16737	59	46	toward	toward	ADP
crl-16737	59	47	degree	degree	NOUN
crl-16737	59	48	completion	completion	NOUN
crl-16737	59	49	.	.	PUNCT
crl-16737	60	1	816	816	NUM
crl-16737	60	2	college	college	PROPN
crl-16737	60	3	&	&	CCONJ
crl-16737	60	4	research	research	PROPN
crl-16737	60	5	libraries	library	NOUN
crl-16737	60	6	september	september	PROPN
crl-16737	60	7	2017	2017	NUM
crl-16737	60	8	data	datum	NOUN
crl-16737	60	9	analyses	analysis	NOUN
crl-16737	60	10	we	we	PRON
crl-16737	60	11	used	use	VERB
crl-16737	60	12	propensity	propensity	NOUN
crl-16737	60	13	score	score	NOUN
crl-16737	60	14	matching	matching	NOUN
crl-16737	60	15	techniques	technique	NOUN
crl-16737	60	16	in	in	ADP
crl-16737	60	17	spss	spss	PROPN
crl-16737	60	18	23.0	23.0	NUM
crl-16737	60	19	using	use	VERB
crl-16737	60	20	the	the	DET
crl-16737	60	21	procedures	procedure	NOUN
crl-16737	60	22	outlined	outline	VERB
crl-16737	60	23	by	by	ADP
crl-16737	60	24	thoemmes.30	thoemmes.30	NOUN
crl-16737	60	25	we	we	PRON
crl-16737	60	26	began	begin	VERB
crl-16737	60	27	by	by	ADP
crl-16737	60	28	using	use	VERB
crl-16737	60	29	binary	binary	ADJ
crl-16737	60	30	logistic	logistic	ADJ
crl-16737	60	31	regression	regression	NOUN
crl-16737	60	32	to	to	PART
crl-16737	60	33	compute	compute	VERB
crl-16737	60	34	propensity	propensity	NOUN
crl-16737	60	35	scores	score	NOUN
crl-16737	60	36	for	for	ADP
crl-16737	60	37	individual	individual	ADJ
crl-16737	60	38	students	student	NOUN
crl-16737	60	39	.	.	PUNCT
crl-16737	61	1	we	we	PRON
crl-16737	61	2	used	use	VERB
crl-16737	61	3	the	the	DET
crl-16737	61	4	five	five	NUM
crl-16737	61	5	outcomes	outcome	NOUN
crl-16737	61	6	(	(	PUNCT
crl-16737	61	7	using	use	VERB
crl-16737	61	8	one	one	NUM
crl-16737	61	9	of	of	ADP
crl-16737	61	10	the	the	DET
crl-16737	61	11	five	five	NUM
crl-16737	61	12	library	library	ADJ
crl-16737	61	13	resources	resource	NOUN
crl-16737	61	14	at	at	ADP
crl-16737	61	15	least	least	ADV
crl-16737	61	16	one	one	NUM
crl-16737	61	17	time	time	NOUN
crl-16737	61	18	)	)	PUNCT
crl-16737	61	19	as	as	ADP
crl-16737	61	20	dependent	dependent	ADJ
crl-16737	61	21	variables	variable	NOUN
crl-16737	61	22	and	and	CCONJ
crl-16737	61	23	the	the	DET
crl-16737	61	24	independent	independent	ADJ
crl-16737	61	25	covariates	covariate	NOUN
crl-16737	61	26	listed	list	VERB
crl-16737	61	27	above	above	ADV
crl-16737	61	28	in	in	ADP
crl-16737	61	29	the	the	DET
crl-16737	61	30	regressions	regression	NOUN
crl-16737	61	31	to	to	PART
crl-16737	61	32	calculate	calculate	VERB
crl-16737	61	33	the	the	DET
crl-16737	61	34	probabilities	probability	NOUN
crl-16737	61	35	of	of	ADP
crl-16737	61	36	using	use	VERB
crl-16737	61	37	a	a	DET
crl-16737	61	38	library	library	ADJ
crl-16737	61	39	resource	resource	NOUN
crl-16737	61	40	at	at	ADP
crl-16737	61	41	least	least	ADJ
crl-16737	61	42	once	once	ADV
crl-16737	61	43	in	in	ADP
crl-16737	61	44	each	each	DET
crl-16737	61	45	area	area	NOUN
crl-16737	61	46	during	during	ADP
crl-16737	61	47	students	student	NOUN
crl-16737	61	48	’	'	PUNCT
crl-16737	61	49	first	first	ADJ
crl-16737	61	50	year	year	NOUN
crl-16737	61	51	of	of	ADP
crl-16737	61	52	enrollment	enrollment	NOUN
crl-16737	61	53	.	.	PUNCT
crl-16737	62	1	to	to	PART
crl-16737	62	2	be	be	AUX
crl-16737	62	3	most	most	ADV
crl-16737	62	4	effective	effective	ADJ
crl-16737	62	5	,	,	PUNCT
crl-16737	62	6	propensity	propensity	NOUN
crl-16737	62	7	scores	score	NOUN
crl-16737	62	8	should	should	AUX
crl-16737	62	9	be	be	AUX
crl-16737	62	10	based	base	VERB
crl-16737	62	11	upon	upon	SCONJ
crl-16737	62	12	selected	select	VERB
crl-16737	62	13	covariates	covariate	NOUN
crl-16737	62	14	that	that	PRON
crl-16737	62	15	have	have	VERB
crl-16737	62	16	significant	significant	ADJ
crl-16737	62	17	relationships	relationship	NOUN
crl-16737	62	18	with	with	ADP
crl-16737	62	19	both	both	CCONJ
crl-16737	62	20	the	the	DET
crl-16737	62	21	“	"	PUNCT
crl-16737	62	22	treatment	treatment	NOUN
crl-16737	62	23	”	"	PUNCT
crl-16737	62	24	condition	condition	NOUN
crl-16737	62	25	(	(	PUNCT
crl-16737	62	26	that	that	PRON
crl-16737	62	27	is	be	AUX
crl-16737	62	28	to	to	PART
crl-16737	62	29	say	say	VERB
crl-16737	62	30	,	,	PUNCT
crl-16737	62	31	use	use	NOUN
crl-16737	62	32	of	of	ADP
crl-16737	62	33	a	a	DET
crl-16737	62	34	library	library	NOUN
crl-16737	62	35	resource	resource	NOUN
crl-16737	62	36	in	in	ADP
crl-16737	62	37	an	an	DET
crl-16737	62	38	area	area	NOUN
crl-16737	62	39	)	)	PUNCT
crl-16737	62	40	and	and	CCONJ
crl-16737	62	41	the	the	DET
crl-16737	62	42	outcome	outcome	NOUN
crl-16737	62	43	(	(	PUNCT
crl-16737	62	44	graduation	graduation	NOUN
crl-16737	62	45	or	or	CCONJ
crl-16737	62	46	continued	continue	VERB
crl-16737	62	47	enrollment	enrollment	NOUN
crl-16737	62	48	in	in	ADP
crl-16737	62	49	four	four	NUM
crl-16737	62	50	years).31	years).31	NOUN
crl-16737	62	51	we	we	PRON
crl-16737	62	52	removed	remove	VERB
crl-16737	62	53	only	only	ADV
crl-16737	62	54	one	one	NUM
crl-16737	62	55	covariate	covariate	NOUN
crl-16737	62	56	that	that	PRON
crl-16737	62	57	was	be	AUX
crl-16737	62	58	not	not	PART
crl-16737	62	59	significantly	significantly	ADV
crl-16737	62	60	(	(	PUNCT
crl-16737	62	61	p	p	X
crl-16737	62	62	<	<	X
crl-16737	62	63	.05	.05	NUM
crl-16737	62	64	)	)	PUNCT
crl-16737	62	65	associated	associate	VERB
crl-16737	62	66	with	with	ADP
crl-16737	62	67	either	either	CCONJ
crl-16737	62	68	the	the	DET
crl-16737	62	69	treatment	treatment	NOUN
crl-16737	62	70	conditions	condition	NOUN
crl-16737	62	71	or	or	CCONJ
crl-16737	62	72	the	the	DET
crl-16737	62	73	outcomes	outcome	NOUN
crl-16737	62	74	—	—	PUNCT
crl-16737	62	75	the	the	DET
crl-16737	62	76	nonspecified	nonspecifie	VERB
crl-16737	62	77	race/	race/	NUM
crl-16737	62	78	ethnicity	ethnicity	NOUN
crl-16737	62	79	variable	variable	NOUN
crl-16737	62	80	.	.	PUNCT
crl-16737	63	1	next	next	ADV
crl-16737	63	2	,	,	PUNCT
crl-16737	63	3	we	we	PRON
crl-16737	63	4	used	use	VERB
crl-16737	63	5	1:1	1:1	NUM
crl-16737	63	6	nearest	near	ADJ
crl-16737	63	7	neighbor	neighbor	PROPN
crl-16737	63	8	matching	matching	NOUN
crl-16737	63	9	,	,	PUNCT
crl-16737	63	10	meaning	mean	VERB
crl-16737	63	11	that	that	SCONJ
crl-16737	63	12	each	each	DET
crl-16737	63	13	student	student	NOUN
crl-16737	63	14	in	in	ADP
crl-16737	63	15	the	the	DET
crl-16737	63	16	treatment	treatment	NOUN
crl-16737	63	17	condition	condition	NOUN
crl-16737	63	18	is	be	AUX
crl-16737	63	19	matched	match	VERB
crl-16737	63	20	to	to	ADP
crl-16737	63	21	a	a	DET
crl-16737	63	22	student	student	NOUN
crl-16737	63	23	in	in	ADP
crl-16737	63	24	the	the	DET
crl-16737	63	25	untreated	untreated	ADJ
crl-16737	63	26	condition	condition	NOUN
crl-16737	63	27	who	who	PRON
crl-16737	63	28	has	have	VERB
crl-16737	63	29	the	the	DET
crl-16737	63	30	most	most	ADV
crl-16737	63	31	similar	similar	ADJ
crl-16737	63	32	estimated	estimate	VERB
crl-16737	63	33	propensity	propensity	NOUN
crl-16737	63	34	score	score	NOUN
crl-16737	63	35	.	.	PUNCT
crl-16737	64	1	we	we	PRON
crl-16737	64	2	matched	match	VERB
crl-16737	64	3	with	with	ADP
crl-16737	64	4	replacement	replacement	NOUN
crl-16737	64	5	,	,	PUNCT
crl-16737	64	6	meaning	mean	VERB
crl-16737	64	7	that	that	SCONJ
crl-16737	64	8	some	some	DET
crl-16737	64	9	students	student	NOUN
crl-16737	64	10	in	in	ADP
crl-16737	64	11	the	the	DET
crl-16737	64	12	control	control	NOUN
crl-16737	64	13	groups	group	NOUN
crl-16737	64	14	were	be	AUX
crl-16737	64	15	“	"	PUNCT
crl-16737	64	16	reused	reuse	VERB
crl-16737	64	17	”	"	PUNCT
crl-16737	64	18	in	in	ADP
crl-16737	64	19	matches	match	NOUN
crl-16737	64	20	with	with	ADP
crl-16737	64	21	students	student	NOUN
crl-16737	64	22	in	in	ADP
crl-16737	64	23	table	table	NOUN
crl-16737	64	24	1	1	NUM
crl-16737	64	25	description	description	NOUN
crl-16737	64	26	of	of	ADP
crl-16737	64	27	variables	variable	NOUN
crl-16737	64	28	included	include	VERB
crl-16737	64	29	in	in	ADP
crl-16737	64	30	analyses	analysis	NOUN
crl-16737	64	31	(	(	PUNCT
crl-16737	64	32	n	n	NOUN
crl-16737	64	33	=	=	SYM
crl-16737	64	34	5,368	5,368	NUM
crl-16737	64	35	)	)	PUNCT
crl-16737	65	1	n	n	NOUN
crl-16737	65	2	%	%	NOUN
crl-16737	65	3	first	first	ADJ
crl-16737	65	4	-	-	PUNCT
crl-16737	65	5	generation	generation	NOUN
crl-16737	65	6	1,392	1,392	NUM
crl-16737	65	7	25.9	25.9	NUM
crl-16737	65	8	pell	pell	NOUN
crl-16737	65	9	grant	grant	NOUN
crl-16737	65	10	recipient	recipient	NOUN
crl-16737	65	11	1,197	1,197	NUM
crl-16737	65	12	22.3	22.3	NUM
crl-16737	65	13	lived	live	VERB
crl-16737	65	14	in	in	ADP
crl-16737	65	15	residence	residence	NOUN
crl-16737	65	16	halls	hall	NOUN
crl-16737	65	17	in	in	ADP
crl-16737	65	18	first	first	ADJ
crl-16737	65	19	year	year	NOUN
crl-16737	65	20	of	of	ADP
crl-16737	65	21	enrollment	enrollment	NOUN
crl-16737	65	22	4,579	4,579	NUM
crl-16737	65	23	85.3	85.3	NUM
crl-16737	65	24	access	access	NOUN
crl-16737	65	25	to	to	ADP
crl-16737	65	26	success	success	NOUN
crl-16737	65	27	program	program	NOUN
crl-16737	65	28	participant	participant	NOUN
crl-16737	65	29	473	473	NUM
crl-16737	65	30	8.8	8.8	NUM
crl-16737	65	31	freshman	freshman	NOUN
crl-16737	65	32	seminar	seminar	NOUN
crl-16737	65	33	1,492	1,492	NUM
crl-16737	65	34	27.8	27.8	NUM
crl-16737	65	35	business	business	NOUN
crl-16737	65	36	college	college	NOUN
crl-16737	65	37	420	420	NUM
crl-16737	65	38	7.8	7.8	NUM
crl-16737	65	39	engineering	engineering	NOUN
crl-16737	65	40	college	college	NOUN
crl-16737	65	41	917	917	NUM
crl-16737	65	42	17.1	17.1	NUM
crl-16737	65	43	education	education	NOUN
crl-16737	65	44	college	college	NOUN
crl-16737	65	45	435	435	NUM
crl-16737	65	46	8.1	8.1	NUM
crl-16737	65	47	biological	biological	ADJ
crl-16737	65	48	sciences	sciences	PROPN
crl-16737	65	49	college	college	PROPN
crl-16737	65	50	420	420	NUM
crl-16737	65	51	7.8	7.8	NUM
crl-16737	65	52	design	design	NOUN
crl-16737	65	53	college	college	NOUN
crl-16737	65	54	205	205	NUM
crl-16737	65	55	3.8	3.8	NUM
crl-16737	65	56	food	food	NOUN
crl-16737	65	57	,	,	PUNCT
crl-16737	65	58	agriculture	agriculture	NOUN
crl-16737	65	59	,	,	PUNCT
crl-16737	65	60	and	and	CCONJ
crl-16737	65	61	natural	natural	ADJ
crl-16737	65	62	sciences	sciences	PROPN
crl-16737	65	63	college	college	NOUN
crl-16737	65	64	335	335	NUM
crl-16737	65	65	6.2	6.2	NUM
crl-16737	65	66	used	use	VERB
crl-16737	65	67	any	any	DET
crl-16737	65	68	library	library	ADJ
crl-16737	65	69	resource	resource	NOUN
crl-16737	65	70	4,415	4,415	NUM
crl-16737	65	71	82.2	82.2	NUM
crl-16737	65	72	electronic	electronic	ADJ
crl-16737	65	73	resources	resource	NOUN
crl-16737	65	74	4,203	4,203	NUM
crl-16737	65	75	78.3	78.3	NUM
crl-16737	65	76	books	book	NOUN
crl-16737	65	77	2,183	2,183	NUM
crl-16737	65	78	40.7	40.7	NUM
crl-16737	65	79	workstations	workstation	NOUN
crl-16737	65	80	2,091	2,091	NUM
crl-16737	65	81	38.8	38.8	NUM
crl-16737	65	82	library	library	NOUN
crl-16737	65	83	classes	class	NOUN
crl-16737	65	84	1,695	1,695	NUM
crl-16737	65	85	31.6	31.6	NUM
crl-16737	65	86	peer	peer	NOUN
crl-16737	65	87	consultations	consultation	NOUN
crl-16737	65	88	or	or	CCONJ
crl-16737	65	89	reference	reference	NOUN
crl-16737	65	90	librarian	librarian	ADJ
crl-16737	65	91	assistance	assistance	NOUN
crl-16737	65	92	297	297	NUM
crl-16737	65	93	5.5	5.5	NUM
crl-16737	65	94	graduation	graduation	NOUN
crl-16737	65	95	in	in	ADP
crl-16737	65	96	four	four	NUM
crl-16737	65	97	years	year	NOUN
crl-16737	65	98	3,388	3,388	NUM
crl-16737	65	99	63.1	63.1	NUM
crl-16737	65	100	continued	continue	VERB
crl-16737	65	101	enrollment	enrollment	NOUN
crl-16737	65	102	in	in	ADP
crl-16737	65	103	four	four	NUM
crl-16737	65	104	years	year	NOUN
crl-16737	65	105	1,034	1,034	NUM
crl-16737	65	106	19.3	19.3	NUM
crl-16737	65	107	m	m	NOUN
crl-16737	65	108	sd	sd	ADP
crl-16737	65	109	act	act	NOUN
crl-16737	65	110	scores	score	NOUN
crl-16737	65	111	27.49	27.49	NUM
crl-16737	65	112	3.60	3.60	NUM
crl-16737	65	113	ap	ap	PROPN
crl-16737	65	114	credits	credit	VERB
crl-16737	65	115	8.73	8.73	NUM
crl-16737	65	116	11.93	11.93	NUM
crl-16737	65	117	the	the	DET
crl-16737	65	118	impact	impact	NOUN
crl-16737	65	119	of	of	ADP
crl-16737	65	120	academic	academic	ADJ
crl-16737	65	121	library	library	NOUN
crl-16737	65	122	resources	resource	NOUN
crl-16737	65	123	on	on	ADP
crl-16737	65	124	undergraduates	undergraduate	NOUN
crl-16737	65	125	’	'	PUNCT
crl-16737	65	126	degree	degree	NOUN
crl-16737	65	127	completion	completion	NOUN
crl-16737	65	128	817	817	NUM
crl-16737	65	129	the	the	DET
crl-16737	65	130	treatment	treatment	NOUN
crl-16737	65	131	group	group	NOUN
crl-16737	65	132	,	,	PUNCT
crl-16737	65	133	a	a	DET
crl-16737	65	134	process	process	NOUN
crl-16737	65	135	that	that	PRON
crl-16737	65	136	can	can	AUX
crl-16737	65	137	reduce	reduce	VERB
crl-16737	65	138	bias.32	bias.32	PROPN
crl-16737	65	139	we	we	PRON
crl-16737	65	140	adjusted	adjust	VERB
crl-16737	65	141	for	for	ADP
crl-16737	65	142	those	those	DET
crl-16737	65	143	frequency	frequency	NOUN
crl-16737	65	144	weights	weight	NOUN
crl-16737	65	145	in	in	ADP
crl-16737	65	146	subsequent	subsequent	ADJ
crl-16737	65	147	analyses	analysis	NOUN
crl-16737	65	148	,	,	PUNCT
crl-16737	65	149	as	as	SCONJ
crl-16737	65	150	some	some	PRON
crl-16737	65	151	of	of	ADP
crl-16737	65	152	the	the	DET
crl-16737	65	153	control	control	NOUN
crl-16737	65	154	units	unit	NOUN
crl-16737	65	155	were	be	AUX
crl-16737	65	156	used	use	VERB
crl-16737	65	157	more	more	ADJ
crl-16737	65	158	than	than	ADP
crl-16737	65	159	once	once	ADV
crl-16737	65	160	in	in	ADP
crl-16737	65	161	matching	match	VERB
crl-16737	65	162	.	.	PUNCT
crl-16737	66	1	we	we	PRON
crl-16737	66	2	discarded	discard	VERB
crl-16737	66	3	all	all	DET
crl-16737	66	4	units	unit	NOUN
crl-16737	66	5	that	that	PRON
crl-16737	66	6	fell	fall	VERB
crl-16737	66	7	outside	outside	ADV
crl-16737	66	8	of	of	ADP
crl-16737	66	9	the	the	DET
crl-16737	66	10	area	area	NOUN
crl-16737	66	11	of	of	ADP
crl-16737	66	12	common	common	ADJ
crl-16737	66	13	support	support	NOUN
crl-16737	66	14	to	to	PART
crl-16737	66	15	avoid	avoid	VERB
crl-16737	66	16	extrapolation	extrapolation	NOUN
crl-16737	66	17	to	to	ADP
crl-16737	66	18	units	unit	NOUN
crl-16737	66	19	that	that	PRON
crl-16737	66	20	were	be	AUX
crl-16737	66	21	so	so	ADV
crl-16737	66	22	dissimilar	dissimilar	ADJ
crl-16737	66	23	that	that	SCONJ
crl-16737	66	24	no	no	DET
crl-16737	66	25	comparisons	comparison	NOUN
crl-16737	66	26	could	could	AUX
crl-16737	66	27	be	be	AUX
crl-16737	66	28	made	make	VERB
crl-16737	66	29	to	to	ADP
crl-16737	66	30	other	other	ADJ
crl-16737	66	31	units.33	units.33	NOUN
crl-16737	66	32	next	next	ADV
crl-16737	66	33	,	,	PUNCT
crl-16737	66	34	it	it	PRON
crl-16737	66	35	was	be	AUX
crl-16737	66	36	important	important	ADJ
crl-16737	66	37	to	to	PART
crl-16737	66	38	check	check	VERB
crl-16737	66	39	whether	whether	SCONJ
crl-16737	66	40	the	the	DET
crl-16737	66	41	matching	matching	NOUN
crl-16737	66	42	procedures	procedure	NOUN
crl-16737	66	43	balanced	balance	VERB
crl-16737	66	44	the	the	DET
crl-16737	66	45	distribution	distribution	NOUN
crl-16737	66	46	of	of	ADP
crl-16737	66	47	variables	variable	NOUN
crl-16737	66	48	in	in	ADP
crl-16737	66	49	both	both	CCONJ
crl-16737	66	50	the	the	DET
crl-16737	66	51	treatment	treatment	NOUN
crl-16737	66	52	and	and	CCONJ
crl-16737	66	53	control	control	NOUN
crl-16737	66	54	groups	group	NOUN
crl-16737	66	55	.	.	PUNCT
crl-16737	67	1	we	we	PRON
crl-16737	67	2	examined	examine	VERB
crl-16737	67	3	the	the	DET
crl-16737	67	4	standardized	standardized	ADJ
crl-16737	67	5	mean	mean	NOUN
crl-16737	67	6	differences	difference	NOUN
crl-16737	67	7	(	(	PUNCT
crl-16737	67	8	the	the	DET
crl-16737	67	9	mean	mean	ADJ
crl-16737	67	10	differences	difference	NOUN
crl-16737	67	11	between	between	ADP
crl-16737	67	12	the	the	DET
crl-16737	67	13	two	two	NUM
crl-16737	67	14	groups	group	NOUN
crl-16737	67	15	divided	divide	VERB
crl-16737	67	16	by	by	ADP
crl-16737	67	17	the	the	DET
crl-16737	67	18	standard	standard	ADJ
crl-16737	67	19	deviation	deviation	NOUN
crl-16737	67	20	of	of	ADP
crl-16737	67	21	the	the	DET
crl-16737	67	22	control	control	NOUN
crl-16737	67	23	group	group	NOUN
crl-16737	67	24	)	)	PUNCT
crl-16737	67	25	in	in	ADP
crl-16737	67	26	the	the	DET
crl-16737	67	27	treatment	treatment	NOUN
crl-16737	67	28	and	and	CCONJ
crl-16737	67	29	control	control	NOUN
crl-16737	67	30	groups	group	NOUN
crl-16737	67	31	before	before	ADP
crl-16737	67	32	and	and	CCONJ
crl-16737	67	33	after	after	ADP
crl-16737	67	34	matching	match	VERB
crl-16737	67	35	.	.	PUNCT
crl-16737	68	1	we	we	PRON
crl-16737	68	2	detected	detect	VERB
crl-16737	68	3	no	no	DET
crl-16737	68	4	large	large	ADJ
crl-16737	68	5	imbalances	imbalance	NOUN
crl-16737	68	6	above	above	ADP
crl-16737	68	7	.25	.25	NUM
crl-16737	68	8	after	after	ADP
crl-16737	68	9	matching	match	VERB
crl-16737	68	10	in	in	ADP
crl-16737	68	11	each	each	DET
crl-16737	68	12	analysis	analysis	NOUN
crl-16737	68	13	,	,	PUNCT
crl-16737	68	14	meeting	meet	VERB
crl-16737	68	15	the	the	DET
crl-16737	68	16	threshold	threshold	NOUN
crl-16737	68	17	suggested	suggest	VERB
crl-16737	68	18	by	by	ADP
crl-16737	68	19	rosenbaum	rosenbaum	NOUN
crl-16737	68	20	and	and	CCONJ
crl-16737	68	21	rubin.34	rubin.34	NOUN
crl-16737	68	22	these	these	DET
crl-16737	68	23	results	result	NOUN
crl-16737	68	24	suggest	suggest	VERB
crl-16737	68	25	that	that	SCONJ
crl-16737	68	26	,	,	PUNCT
crl-16737	68	27	before	before	SCONJ
crl-16737	68	28	matching	matching	NOUN
crl-16737	68	29	procedures	procedure	NOUN
crl-16737	68	30	were	be	AUX
crl-16737	68	31	implemented	implement	VERB
crl-16737	68	32	,	,	PUNCT
crl-16737	68	33	the	the	DET
crl-16737	68	34	covariates	covariate	NOUN
crl-16737	68	35	within	within	ADP
crl-16737	68	36	the	the	DET
crl-16737	68	37	treatment	treatment	NOUN
crl-16737	68	38	and	and	CCONJ
crl-16737	68	39	control	control	NOUN
crl-16737	68	40	groups	group	NOUN
crl-16737	68	41	differed	differ	VERB
crl-16737	68	42	significantly	significantly	ADV
crl-16737	68	43	.	.	PUNCT
crl-16737	69	1	these	these	DET
crl-16737	69	2	results	result	NOUN
crl-16737	69	3	also	also	ADV
crl-16737	69	4	suggest	suggest	VERB
crl-16737	69	5	that	that	SCONJ
crl-16737	69	6	the	the	DET
crl-16737	69	7	propensity	propensity	NOUN
crl-16737	69	8	score	score	NOUN
crl-16737	69	9	matching	match	VERB
crl-16737	69	10	decreased	decrease	VERB
crl-16737	69	11	bias	bias	NOUN
crl-16737	69	12	by	by	ADP
crl-16737	69	13	making	make	VERB
crl-16737	69	14	the	the	DET
crl-16737	69	15	observed	observed	ADJ
crl-16737	69	16	and	and	CCONJ
crl-16737	69	17	treatment	treatment	NOUN
crl-16737	69	18	groups	group	NOUN
crl-16737	69	19	more	more	ADV
crl-16737	69	20	similar	similar	ADJ
crl-16737	69	21	with	with	ADP
crl-16737	69	22	regard	regard	NOUN
crl-16737	69	23	to	to	ADP
crl-16737	69	24	their	their	PRON
crl-16737	69	25	covariates	covariate	NOUN
crl-16737	69	26	.	.	PUNCT
crl-16737	70	1	finally	finally	ADV
crl-16737	70	2	,	,	PUNCT
crl-16737	70	3	to	to	PART
crl-16737	70	4	test	test	VERB
crl-16737	70	5	whether	whether	SCONJ
crl-16737	70	6	there	there	PRON
crl-16737	70	7	are	be	VERB
crl-16737	70	8	significant	significant	ADJ
crl-16737	70	9	differences	difference	NOUN
crl-16737	70	10	between	between	ADP
crl-16737	70	11	library	library	NOUN
crl-16737	70	12	resource	resource	NOUN
crl-16737	70	13	users	user	NOUN
crl-16737	70	14	’	'	PUNCT
crl-16737	70	15	and	and	CCONJ
crl-16737	70	16	nonusers	nonuser	NOUN
crl-16737	70	17	’	’	PART
crl-16737	70	18	graduation	graduation	NOUN
crl-16737	70	19	rates	rate	NOUN
crl-16737	70	20	in	in	ADP
crl-16737	70	21	four	four	NUM
crl-16737	70	22	years	year	NOUN
crl-16737	70	23	or	or	CCONJ
crl-16737	70	24	continued	continue	VERB
crl-16737	70	25	enrollment	enrollment	NOUN
crl-16737	70	26	in	in	ADP
crl-16737	70	27	four	four	NUM
crl-16737	70	28	years	year	NOUN
crl-16737	70	29	,	,	PUNCT
crl-16737	70	30	we	we	PRON
crl-16737	70	31	used	use	VERB
crl-16737	70	32	multinomial	multinomial	ADJ
crl-16737	70	33	logistic	logistic	ADJ
crl-16737	70	34	regression	regression	NOUN
crl-16737	70	35	analyses	analysis	NOUN
crl-16737	70	36	.	.	PUNCT
crl-16737	71	1	multinomial	multinomial	ADJ
crl-16737	71	2	logistic	logistic	ADJ
crl-16737	71	3	regression	regression	NOUN
crl-16737	71	4	techniques	technique	NOUN
crl-16737	71	5	are	be	AUX
crl-16737	71	6	appropriate	appropriate	ADJ
crl-16737	71	7	when	when	SCONJ
crl-16737	71	8	comparing	compare	VERB
crl-16737	71	9	several	several	ADJ
crl-16737	71	10	outcomes	outcome	NOUN
crl-16737	71	11	against	against	ADP
crl-16737	71	12	a	a	DET
crl-16737	71	13	referent	referent	ADJ
crl-16737	71	14	variable	variable	NOUN
crl-16737	71	15	.	.	PUNCT
crl-16737	72	1	in	in	ADP
crl-16737	72	2	this	this	DET
crl-16737	72	3	instance	instance	NOUN
crl-16737	72	4	,	,	PUNCT
crl-16737	72	5	we	we	PRON
crl-16737	72	6	compared	compare	VERB
crl-16737	72	7	the	the	DET
crl-16737	72	8	odds	odd	NOUN
crl-16737	72	9	of	of	ADP
crl-16737	72	10	graduating	graduate	VERB
crl-16737	72	11	in	in	ADP
crl-16737	72	12	four	four	NUM
crl-16737	72	13	years	year	NOUN
crl-16737	72	14	and	and	CCONJ
crl-16737	72	15	of	of	ADP
crl-16737	72	16	continued	continue	VERB
crl-16737	72	17	enrollment	enrollment	NOUN
crl-16737	72	18	after	after	ADP
crl-16737	72	19	four	four	NUM
crl-16737	72	20	years	year	NOUN
crl-16737	72	21	against	against	ADP
crl-16737	72	22	withdrawal	withdrawal	NOUN
crl-16737	72	23	from	from	ADP
crl-16737	72	24	the	the	DET
crl-16737	72	25	university	university	NOUN
crl-16737	72	26	.	.	PUNCT
crl-16737	73	1	we	we	PRON
crl-16737	73	2	included	include	VERB
crl-16737	73	3	the	the	DET
crl-16737	73	4	propensity	propensity	NOUN
crl-16737	73	5	scores	score	NOUN
crl-16737	73	6	as	as	SCONJ
crl-16737	73	7	controls	control	NOUN
crl-16737	73	8	to	to	PART
crl-16737	73	9	remove	remove	VERB
crl-16737	73	10	the	the	DET
crl-16737	73	11	component	component	NOUN
crl-16737	73	12	of	of	ADP
crl-16737	73	13	their	their	PRON
crl-16737	73	14	correlation	correlation	NOUN
crl-16737	73	15	that	that	PRON
crl-16737	73	16	is	be	AUX
crl-16737	73	17	due	due	ADJ
crl-16737	73	18	to	to	ADP
crl-16737	73	19	the	the	DET
crl-16737	73	20	assignment	assignment	NOUN
crl-16737	73	21	process.35	process.35	NOUN
crl-16737	73	22	to	to	PART
crl-16737	73	23	evaluate	evaluate	VERB
crl-16737	73	24	the	the	DET
crl-16737	73	25	accuracy	accuracy	NOUN
crl-16737	73	26	of	of	ADP
crl-16737	73	27	the	the	DET
crl-16737	73	28	models	model	NOUN
crl-16737	73	29	,	,	PUNCT
crl-16737	73	30	we	we	PRON
crl-16737	73	31	computed	compute	VERB
crl-16737	73	32	the	the	DET
crl-16737	73	33	proportional	proportional	NOUN
crl-16737	73	34	by	by	ADP
crl-16737	73	35	chance	chance	NOUN
crl-16737	73	36	accuracy	accuracy	NOUN
crl-16737	73	37	rate	rate	NOUN
crl-16737	73	38	and	and	CCONJ
crl-16737	73	39	maximum	maximum	ADJ
crl-16737	73	40	by	by	ADP
crl-16737	73	41	chance	chance	NOUN
crl-16737	73	42	accuracy	accuracy	NOUN
crl-16737	73	43	rates	rate	NOUN
crl-16737	73	44	and	and	CCONJ
crl-16737	73	45	found	find	VERB
crl-16737	73	46	that	that	SCONJ
crl-16737	73	47	both	both	PRON
crl-16737	73	48	exceed	exceed	VERB
crl-16737	73	49	the	the	DET
crl-16737	73	50	criterion	criterion	NOUN
crl-16737	73	51	that	that	PRON
crl-16737	73	52	models	model	NOUN
crl-16737	73	53	’	'	PUNCT
crl-16737	73	54	accuracy	accuracy	NOUN
crl-16737	73	55	should	should	AUX
crl-16737	73	56	be	be	AUX
crl-16737	73	57	25	25	NUM
crl-16737	73	58	percent	percent	NOUN
crl-16737	73	59	better	well	ADJ
crl-16737	73	60	than	than	ADP
crl-16737	73	61	chance.36	chance.36	VERB
crl-16737	73	62	the	the	DET
crl-16737	73	63	final	final	ADJ
crl-16737	73	64	models	model	NOUN
crl-16737	73	65	were	be	AUX
crl-16737	73	66	significantly	significantly	ADV
crl-16737	73	67	different	different	ADJ
crl-16737	73	68	from	from	ADP
crl-16737	73	69	the	the	DET
crl-16737	73	70	intercept	intercept	NOUN
crl-16737	73	71	-	-	PUNCT
crl-16737	73	72	only	only	ADJ
crl-16737	73	73	models	model	NOUN
crl-16737	73	74	,	,	PUNCT
crl-16737	73	75	suggesting	suggest	VERB
crl-16737	73	76	that	that	SCONJ
crl-16737	73	77	the	the	DET
crl-16737	73	78	independent	independent	ADJ
crl-16737	73	79	variables	variable	NOUN
crl-16737	73	80	contribute	contribute	VERB
crl-16737	73	81	significantly	significantly	ADV
crl-16737	73	82	to	to	ADP
crl-16737	73	83	the	the	DET
crl-16737	73	84	prediction	prediction	NOUN
crl-16737	73	85	of	of	ADP
crl-16737	73	86	the	the	DET
crl-16737	73	87	outcome	outcome	NOUN
crl-16737	73	88	and	and	CCONJ
crl-16737	73	89	an	an	DET
crl-16737	73	90	adequate	adequate	ADJ
crl-16737	73	91	model	model	NOUN
crl-16737	73	92	fit.37	fit.37	PROPN
crl-16737	73	93	goodness	goodness	NOUN
crl-16737	73	94	-	-	PUNCT
crl-16737	73	95	of	of	ADP
crl-16737	73	96	-	-	PUNCT
crl-16737	73	97	fit	fit	ADJ
crl-16737	73	98	statistics	statistic	NOUN
crl-16737	73	99	were	be	AUX
crl-16737	73	100	nonsignificant	nonsignificant	ADJ
crl-16737	73	101	(	(	PUNCT
crl-16737	73	102	p	p	X
crl-16737	73	103	>	>	X
crl-16737	73	104	.05	.05	NUM
crl-16737	73	105	)	)	PUNCT
crl-16737	73	106	,	,	PUNCT
crl-16737	73	107	and	and	CCONJ
crl-16737	73	108	the	the	DET
crl-16737	73	109	pseudo	pseudo	NOUN
crl-16737	73	110	r2	r2	NOUN
crl-16737	73	111	values	value	NOUN
crl-16737	73	112	suggested	suggest	VERB
crl-16737	73	113	that	that	SCONJ
crl-16737	73	114	the	the	DET
crl-16737	73	115	models	model	NOUN
crl-16737	73	116	had	have	VERB
crl-16737	73	117	weak	weak	ADJ
crl-16737	73	118	effect	effect	NOUN
crl-16737	73	119	sizes	size	NOUN
crl-16737	73	120	.	.	PUNCT
crl-16737	74	1	the	the	DET
crl-16737	74	2	results	result	NOUN
crl-16737	74	3	of	of	ADP
crl-16737	74	4	these	these	DET
crl-16737	74	5	tests	test	NOUN
crl-16737	74	6	suggest	suggest	VERB
crl-16737	74	7	that	that	SCONJ
crl-16737	74	8	the	the	DET
crl-16737	74	9	models	model	NOUN
crl-16737	74	10	were	be	AUX
crl-16737	74	11	adequate	adequate	ADJ
crl-16737	74	12	;	;	PUNCT
crl-16737	74	13	however	however	ADV
crl-16737	74	14	,	,	PUNCT
crl-16737	74	15	the	the	DET
crl-16737	74	16	variables	variable	NOUN
crl-16737	74	17	entered	enter	VERB
crl-16737	74	18	into	into	ADP
crl-16737	74	19	the	the	DET
crl-16737	74	20	models	model	NOUN
crl-16737	74	21	did	do	AUX
crl-16737	74	22	not	not	PART
crl-16737	74	23	explain	explain	VERB
crl-16737	74	24	very	very	ADV
crl-16737	74	25	much	much	ADJ
crl-16737	74	26	of	of	ADP
crl-16737	74	27	the	the	DET
crl-16737	74	28	variance	variance	NOUN
crl-16737	74	29	in	in	ADP
crl-16737	74	30	students	student	NOUN
crl-16737	74	31	’	’	PART
crl-16737	74	32	graduation	graduation	NOUN
crl-16737	74	33	or	or	CCONJ
crl-16737	74	34	continued	continue	VERB
crl-16737	74	35	enrollment	enrollment	NOUN
crl-16737	74	36	in	in	ADP
crl-16737	74	37	four	four	NUM
crl-16737	74	38	years	year	NOUN
crl-16737	74	39	,	,	PUNCT
crl-16737	74	40	meaning	mean	VERB
crl-16737	74	41	that	that	SCONJ
crl-16737	74	42	other	other	ADJ
crl-16737	74	43	variables	variable	NOUN
crl-16737	74	44	not	not	PART
crl-16737	74	45	entered	enter	VERB
crl-16737	74	46	into	into	ADP
crl-16737	74	47	the	the	DET
crl-16737	74	48	models	model	NOUN
crl-16737	74	49	may	may	AUX
crl-16737	74	50	help	help	VERB
crl-16737	74	51	to	to	PART
crl-16737	74	52	better	well	ADV
crl-16737	74	53	explain	explain	VERB
crl-16737	74	54	student	student	NOUN
crl-16737	74	55	graduation	graduation	NOUN
crl-16737	74	56	outcomes	outcome	NOUN
crl-16737	74	57	.	.	PUNCT
crl-16737	75	1	results	result	VERB
crl-16737	75	2	all	all	PRON
crl-16737	75	3	of	of	ADP
crl-16737	75	4	the	the	DET
crl-16737	75	5	multinomial	multinomial	ADJ
crl-16737	75	6	regressions	regression	NOUN
crl-16737	75	7	predicted	predict	VERB
crl-16737	75	8	students	student	NOUN
crl-16737	75	9	’	'	PUNCT
crl-16737	75	10	four	four	NUM
crl-16737	75	11	-	-	PUNCT
crl-16737	75	12	year	year	NOUN
crl-16737	75	13	graduation	graduation	NOUN
crl-16737	75	14	or	or	CCONJ
crl-16737	75	15	continued	continue	VERB
crl-16737	75	16	enrollment	enrollment	NOUN
crl-16737	75	17	in	in	ADP
crl-16737	75	18	four	four	NUM
crl-16737	75	19	years	year	NOUN
crl-16737	75	20	over	over	ADP
crl-16737	75	21	their	their	PRON
crl-16737	75	22	withdrawal	withdrawal	NOUN
crl-16737	75	23	from	from	ADP
crl-16737	75	24	the	the	DET
crl-16737	75	25	university	university	NOUN
crl-16737	75	26	.	.	PUNCT
crl-16737	76	1	the	the	DET
crl-16737	76	2	first	first	ADJ
crl-16737	76	3	model	model	NOUN
crl-16737	76	4	assessed	assess	VERB
crl-16737	76	5	whether	whether	SCONJ
crl-16737	76	6	first	first	ADJ
crl-16737	76	7	-	-	PUNCT
crl-16737	76	8	year	year	NOUN
crl-16737	76	9	students	student	NOUN
crl-16737	76	10	who	who	PRON
crl-16737	76	11	used	use	VERB
crl-16737	76	12	the	the	DET
crl-16737	76	13	library	library	NOUN
crl-16737	76	14	at	at	ADP
crl-16737	76	15	least	least	ADJ
crl-16737	76	16	once	once	ADV
crl-16737	76	17	during	during	ADP
crl-16737	76	18	their	their	PRON
crl-16737	76	19	first	first	ADJ
crl-16737	76	20	year	year	NOUN
crl-16737	76	21	of	of	ADP
crl-16737	76	22	enrollment	enrollment	NOUN
crl-16737	76	23	had	have	VERB
crl-16737	76	24	significantly	significantly	ADV
crl-16737	76	25	greater	great	ADJ
crl-16737	76	26	odds	odd	NOUN
crl-16737	76	27	of	of	ADP
crl-16737	76	28	graduation	graduation	NOUN
crl-16737	76	29	or	or	CCONJ
crl-16737	76	30	continued	continue	VERB
crl-16737	76	31	enrollment	enrollment	NOUN
crl-16737	76	32	(	(	PUNCT
crl-16737	76	33	over	over	ADP
crl-16737	76	34	withdrawal	withdrawal	NOUN
crl-16737	76	35	)	)	PUNCT
crl-16737	76	36	.	.	PUNCT
crl-16737	77	1	the	the	DET
crl-16737	77	2	results	result	NOUN
crl-16737	77	3	suggest	suggest	VERB
crl-16737	77	4	that	that	SCONJ
crl-16737	77	5	first	first	ADJ
crl-16737	77	6	-	-	PUNCT
crl-16737	77	7	year	year	NOUN
crl-16737	77	8	students	student	NOUN
crl-16737	77	9	who	who	PRON
crl-16737	77	10	used	use	VERB
crl-16737	77	11	any	any	DET
crl-16737	77	12	library	library	NOUN
crl-16737	77	13	resource	resource	NOUN
crl-16737	77	14	at	at	ADP
crl-16737	77	15	least	least	ADJ
crl-16737	77	16	once	once	ADV
crl-16737	77	17	had	have	VERB
crl-16737	77	18	significantly	significantly	ADV
crl-16737	77	19	greater	great	ADJ
crl-16737	77	20	odds	odd	NOUN
crl-16737	77	21	of	of	ADP
crl-16737	77	22	continued	continue	VERB
crl-16737	77	23	enrollment	enrollment	NOUN
crl-16737	77	24	(	(	PUNCT
crl-16737	77	25	eβ	eβ	X
crl-16737	77	26	=	=	NOUN
crl-16737	77	27	1.389	1.389	NUM
crl-16737	77	28	,	,	PUNCT
crl-16737	77	29	p	p	X
crl-16737	77	30	<	<	X
crl-16737	77	31	.01	.01	NUM
crl-16737	77	32	)	)	PUNCT
crl-16737	77	33	and	and	CCONJ
crl-16737	77	34	graduation	graduation	NOUN
crl-16737	77	35	in	in	ADP
crl-16737	77	36	four	four	NUM
crl-16737	77	37	years	year	NOUN
crl-16737	77	38	(	(	PUNCT
crl-16737	77	39	eβ	eβ	X
crl-16737	77	40	=	=	SYM
crl-16737	77	41	1.441	1.441	NUM
crl-16737	77	42	,	,	PUNCT
crl-16737	77	43	p	p	X
crl-16737	77	44	<	<	X
crl-16737	77	45	.001	.001	NUM
crl-16737	77	46	)	)	PUNCT
crl-16737	77	47	over	over	ADP
crl-16737	77	48	their	their	PRON
crl-16737	77	49	peers	peer	NOUN
crl-16737	77	50	who	who	PRON
crl-16737	77	51	did	do	AUX
crl-16737	77	52	not	not	PART
crl-16737	77	53	use	use	VERB
crl-16737	77	54	any	any	DET
crl-16737	77	55	library	library	ADJ
crl-16737	77	56	resources	resource	NOUN
crl-16737	77	57	(	(	PUNCT
crl-16737	77	58	see	see	VERB
crl-16737	77	59	table	table	NOUN
crl-16737	77	60	2	2	NUM
crl-16737	77	61	)	)	PUNCT
crl-16737	77	62	.	.	PUNCT
crl-16737	78	1	the	the	DET
crl-16737	78	2	results	result	NOUN
crl-16737	78	3	ultimately	ultimately	ADV
crl-16737	78	4	suggest	suggest	VERB
crl-16737	78	5	that	that	SCONJ
crl-16737	78	6	students	student	NOUN
crl-16737	78	7	who	who	PRON
crl-16737	78	8	used	use	VERB
crl-16737	78	9	any	any	DET
crl-16737	78	10	library	library	NOUN
crl-16737	78	11	resource	resource	NOUN
crl-16737	78	12	at	at	ADP
crl-16737	78	13	least	least	ADV
crl-16737	78	14	one	one	NUM
crl-16737	78	15	time	time	NOUN
crl-16737	78	16	were	be	AUX
crl-16737	78	17	1.389	1.389	NUM
crl-16737	78	18	times	time	NOUN
crl-16737	78	19	more	more	ADV
crl-16737	78	20	likely	likely	ADJ
crl-16737	78	21	to	to	PART
crl-16737	78	22	be	be	AUX
crl-16737	78	23	enrolled	enrol	VERB
crl-16737	78	24	in	in	ADP
crl-16737	78	25	four	four	NUM
crl-16737	78	26	years	year	NOUN
crl-16737	78	27	or	or	CCONJ
crl-16737	78	28	1.441	1.441	NUM
crl-16737	78	29	times	time	NOUN
crl-16737	78	30	more	more	ADV
crl-16737	78	31	likely	likely	ADJ
crl-16737	78	32	to	to	PART
crl-16737	78	33	have	have	AUX
crl-16737	78	34	graduated	graduate	VERB
crl-16737	78	35	in	in	ADP
crl-16737	78	36	four	four	NUM
crl-16737	78	37	years	year	NOUN
crl-16737	78	38	than	than	ADP
crl-16737	78	39	peers	peer	NOUN
crl-16737	78	40	who	who	PRON
crl-16737	78	41	did	do	AUX
crl-16737	78	42	not	not	PART
crl-16737	78	43	use	use	VERB
crl-16737	78	44	any	any	DET
crl-16737	78	45	library	library	ADJ
crl-16737	78	46	resources	resource	NOUN
crl-16737	78	47	.	.	PUNCT
crl-16737	79	1	the	the	DET
crl-16737	79	2	results	result	NOUN
crl-16737	79	3	of	of	ADP
crl-16737	79	4	the	the	DET
crl-16737	79	5	second	second	ADJ
crl-16737	79	6	model	model	NOUN
crl-16737	79	7	suggest	suggest	VERB
crl-16737	79	8	that	that	SCONJ
crl-16737	79	9	first	first	ADJ
crl-16737	79	10	-	-	PUNCT
crl-16737	79	11	year	year	NOUN
crl-16737	79	12	students	student	NOUN
crl-16737	79	13	who	who	PRON
crl-16737	79	14	used	use	VERB
crl-16737	79	15	electronic	electronic	ADJ
crl-16737	79	16	resources	resource	NOUN
crl-16737	79	17	at	at	ADP
crl-16737	79	18	least	least	ADJ
crl-16737	79	19	once	once	ADV
crl-16737	79	20	were	be	AUX
crl-16737	79	21	significantly	significantly	ADV
crl-16737	79	22	more	more	ADV
crl-16737	79	23	likely	likely	ADJ
crl-16737	79	24	than	than	ADP
crl-16737	79	25	their	their	PRON
crl-16737	79	26	peers	peer	NOUN
crl-16737	79	27	to	to	AUX
crl-16737	79	28	both	both	DET
crl-16737	79	29	graduate	graduate	VERB
crl-16737	79	30	in	in	ADP
crl-16737	79	31	four	four	NUM
crl-16737	79	32	years	year	NOUN
crl-16737	79	33	(	(	PUNCT
crl-16737	79	34	over	over	ADP
crl-16737	79	35	withdrawing	withdraw	VERB
crl-16737	79	36	)	)	PUNCT
crl-16737	79	37	and	and	CCONJ
crl-16737	79	38	were	be	AUX
crl-16737	79	39	also	also	ADV
crl-16737	79	40	more	more	ADV
crl-16737	79	41	likely	likely	ADJ
crl-16737	79	42	to	to	PART
crl-16737	79	43	have	have	AUX
crl-16737	79	44	continued	continue	VERB
crl-16737	79	45	enrollment	enrollment	NOUN
crl-16737	79	46	over	over	ADP
crl-16737	79	47	withdrawing	withdraw	VERB
crl-16737	79	48	(	(	PUNCT
crl-16737	79	49	see	see	VERB
crl-16737	79	50	table	table	NOUN
crl-16737	79	51	2	2	NUM
crl-16737	79	52	)	)	PUNCT
crl-16737	79	53	.	.	PUNCT
crl-16737	80	1	the	the	DET
crl-16737	80	2	odds	odd	NOUN
crl-16737	80	3	of	of	ADP
crl-16737	80	4	continually	continually	ADV
crl-16737	80	5	enrolling	enrolling	NOUN
crl-16737	80	6	were	be	AUX
crl-16737	80	7	nearly	nearly	ADV
crl-16737	80	8	one	one	NUM
crl-16737	80	9	-	-	PUNCT
crl-16737	80	10	and	and	CCONJ
crl-16737	80	11	-	-	PUNCT
crl-16737	80	12	a	a	DET
crl-16737	80	13	-	-	PUNCT
crl-16737	80	14	half	half	NOUN
crl-16737	80	15	times	time	NOUN
crl-16737	80	16	greater	great	ADJ
crl-16737	80	17	for	for	ADP
crl-16737	80	18	first	first	ADJ
crl-16737	80	19	-	-	PUNCT
crl-16737	80	20	year	year	NOUN
crl-16737	80	21	students	student	NOUN
crl-16737	80	22	who	who	PRON
crl-16737	80	23	used	use	VERB
crl-16737	80	24	electronic	electronic	ADJ
crl-16737	80	25	resources	resource	NOUN
crl-16737	80	26	(	(	PUNCT
crl-16737	80	27	eβ	eβ	NOUN
crl-16737	80	28	=	=	SYM
crl-16737	80	29	818	818	NUM
crl-16737	80	30	college	college	PROPN
crl-16737	80	31	&	&	CCONJ
crl-16737	80	32	research	research	PROPN
crl-16737	80	33	libraries	library	NOUN
crl-16737	80	34	september	september	PROPN
crl-16737	80	35	2017	2017	NUM
crl-16737	80	36	table	table	NOUN
crl-16737	80	37	2	2	NUM
crl-16737	80	38	multinomial	multinomial	ADJ
crl-16737	80	39	logistic	logistic	ADJ
crl-16737	80	40	regression	regression	NOUN
crl-16737	80	41	analyses	analyse	VERB
crl-16737	80	42	continued	continue	VERB
crl-16737	80	43	enrollment	enrollment	NOUN
crl-16737	80	44	graduation	graduation	NOUN
crl-16737	80	45	in	in	ADP
crl-16737	80	46	four	four	NUM
crl-16737	80	47	years	year	NOUN
crl-16737	80	48	b	b	PROPN
crl-16737	80	49	se	se	PROPN
crl-16737	80	50	eβ	eβ	PROPN
crl-16737	80	51	(	(	PUNCT
crl-16737	80	52	odds	odd	NOUN
crl-16737	80	53	ratio	ratio	NOUN
crl-16737	80	54	)	)	PUNCT
crl-16737	80	55	b	b	PROPN
crl-16737	80	56	se	se	PROPN
crl-16737	80	57	eβ	eβ	PROPN
crl-16737	80	58	(	(	PUNCT
crl-16737	80	59	odds	odd	NOUN
crl-16737	80	60	ratio	ratio	NOUN
crl-16737	80	61	)	)	PUNCT
crl-16737	80	62	any	any	DET
crl-16737	80	63	library	library	NOUN
crl-16737	80	64	resource	resource	NOUN
crl-16737	80	65	.329	.329	NUM
crl-16737	80	66	*	*	PUNCT
crl-16737	80	67	*	*	X
crl-16737	80	68	.119	.119	NUM
crl-16737	80	69	1.389	1.389	NUM
crl-16737	80	70	.366	.366	NUM
crl-16737	80	71	*	*	PUNCT
crl-16737	80	72	*	*	PUNCT
crl-16737	80	73	*	*	NOUN
crl-16737	80	74	.096	.096	NUM
crl-16737	80	75	1.441	1.441	NUM
crl-16737	80	76	propensity	propensity	NOUN
crl-16737	80	77	score	score	VERB
crl-16737	80	78	1.985	1.985	NUM
crl-16737	80	79	*	*	NOUN
crl-16737	80	80	.839	.839	NUM
crl-16737	80	81	7.280	7.280	NUM
crl-16737	80	82	–	–	PUNCT
crl-16737	80	83	.914	.914	NUM
crl-16737	80	84	*	*	PUNCT
crl-16737	80	85	*	*	PUNCT
crl-16737	80	86	*	*	NOUN
crl-16737	80	87	.694	.694	NUM
crl-16737	80	88	.401	.401	NUM
crl-16737	80	89	intercept	intercept	NOUN
crl-16737	80	90	–	–	PUNCT
crl-16737	80	91	1.777	1.777	NUM
crl-16737	80	92	*	*	NOUN
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crl-16737	80	95	*	*	PUNCT
crl-16737	80	96	*	*	PUNCT
crl-16737	80	97	*	*	PUNCT
crl-16737	80	98	.579	.579	NUM
crl-16737	80	99	pseudo	pseudo	NOUN
crl-16737	80	100	r2	r2	NOUN
crl-16737	80	101	=	=	SYM
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crl-16737	80	103	(	(	PUNCT
crl-16737	80	104	mcfadden	mcfadden	PROPN
crl-16737	80	105	)	)	PUNCT
crl-16737	80	106	,	,	PUNCT
crl-16737	80	107	.006	.006	NUM
crl-16737	80	108	(	(	PUNCT
crl-16737	80	109	cox	cox	PROPN
crl-16737	80	110	&	&	CCONJ
crl-16737	80	111	snell	snell	PROPN
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crl-16737	80	113	,	,	PUNCT
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crl-16737	80	115	(	(	PUNCT
crl-16737	80	116	nagelkerke	nagelkerke	NOUN
crl-16737	80	117	)	)	PUNCT
crl-16737	80	118	model	model	NOUN
crl-16737	80	119	χ2(4	χ2(4	PROPN
crl-16737	80	120	)	)	PUNCT
crl-16737	80	121	=	=	PUNCT
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crl-16737	80	123	,	,	PUNCT
crl-16737	80	124	p	p	X
crl-16737	80	125	<	<	X
crl-16737	80	126	.001	.001	NUM
crl-16737	80	127	b	b	PROPN
crl-16737	80	128	se	se	PROPN
crl-16737	80	129	eβ	eβ	PROPN
crl-16737	80	130	(	(	PUNCT
crl-16737	80	131	odds	odd	NOUN
crl-16737	80	132	ratio	ratio	NOUN
crl-16737	80	133	)	)	PUNCT
crl-16737	80	134	b	b	PROPN
crl-16737	80	135	se	se	PROPN
crl-16737	80	136	eβ	eβ	PROPN
crl-16737	80	137	(	(	PUNCT
crl-16737	80	138	odds	odd	NOUN
crl-16737	80	139	ratio	ratio	NOUN
crl-16737	80	140	)	)	PUNCT
crl-16737	80	141	electronic	electronic	ADJ
crl-16737	80	142	resources	resource	NOUN
crl-16737	80	143	.371	.371	NUM
crl-16737	80	144	*	*	PUNCT
crl-16737	80	145	*	*	PUNCT
crl-16737	80	146	*	*	PUNCT
crl-16737	80	147	.108	.108	NUM
crl-16737	81	1	1.450	1.450	NUM
crl-16737	81	2	.654	.654	NUM
crl-16737	81	3	*	*	PUNCT
crl-16737	81	4	*	*	PUNCT
crl-16737	81	5	*	*	PUNCT
crl-16737	81	6	.088	.088	NUM
crl-16737	81	7	1.924	1.924	NUM
crl-16737	81	8	propensity	propensity	NOUN
crl-16737	81	9	score	score	NOUN
crl-16737	81	10	–	–	PUNCT
crl-16737	81	11	1.492	1.492	NUM
crl-16737	81	12	*	*	PUNCT
crl-16737	81	13	*	*	PUNCT
crl-16737	81	14	*	*	NOUN
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crl-16737	81	17	–	–	PUNCT
crl-16737	81	18	.932	.932	NUM
crl-16737	81	19	*	*	PUNCT
crl-16737	81	20	*	*	PUNCT
crl-16737	81	21	*	*	NOUN
crl-16737	81	22	.483	.483	NUM
crl-16737	81	23	.394	.394	NUM
crl-16737	81	24	intercept	intercept	NOUN
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crl-16737	81	28	*	*	X
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crl-16737	81	33	*	*	X
crl-16737	81	34	.931	.931	NUM
crl-16737	81	35	pseudo	pseudo	NOUN
crl-16737	81	36	r2	r2	NOUN
crl-16737	81	37	=	=	SYM
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crl-16737	81	39	(	(	PUNCT
crl-16737	81	40	mcfadden	mcfadden	PROPN
crl-16737	81	41	)	)	PUNCT
crl-16737	81	42	,	,	PUNCT
crl-16737	81	43	.012	.012	NUM
crl-16737	81	44	(	(	PUNCT
crl-16737	81	45	cox	cox	PROPN
crl-16737	81	46	&	&	CCONJ
crl-16737	81	47	snell	snell	PROPN
crl-16737	81	48	)	)	PUNCT
crl-16737	81	49	,	,	PUNCT
crl-16737	81	50	.014	.014	NUM
crl-16737	81	51	(	(	PUNCT
crl-16737	81	52	nagelkerke	nagelkerke	NOUN
crl-16737	81	53	)	)	PUNCT
crl-16737	81	54	model	model	NOUN
crl-16737	81	55	χ2(4	χ2(4	PROPN
crl-16737	81	56	)	)	PUNCT
crl-16737	81	57	=	=	SYM
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crl-16737	82	3	p	p	X
crl-16737	82	4	<	<	X
crl-16737	82	5	.001	.001	NUM
crl-16737	82	6	b	b	PROPN
crl-16737	82	7	se	se	PROPN
crl-16737	82	8	eβ	eβ	PROPN
crl-16737	82	9	(	(	PUNCT
crl-16737	82	10	odds	odd	NOUN
crl-16737	82	11	ratio	ratio	NOUN
crl-16737	82	12	)	)	PUNCT
crl-16737	82	13	b	b	PROPN
crl-16737	82	14	se	se	PROPN
crl-16737	82	15	eβ	eβ	PROPN
crl-16737	82	16	(	(	PUNCT
crl-16737	82	17	odds	odd	NOUN
crl-16737	82	18	ratio	ratio	NOUN
crl-16737	82	19	)	)	PUNCT
crl-16737	82	20	books	book	NOUN
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crl-16737	82	31	–	–	PUNCT
crl-16737	82	32	.214	.214	NUM
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crl-16737	82	35	–	–	PUNCT
crl-16737	82	36	.502	.502	NUM
crl-16737	82	37	.487	.487	NUM
crl-16737	82	38	.605	.605	NUM
crl-16737	83	1	intercept	intercept	VERB
crl-16737	83	2	.157	.157	NOUN
crl-16737	83	3	*	*	PUNCT
crl-16737	83	4	*	*	PUNCT
crl-16737	83	5	*	*	PUNCT
crl-16737	83	6	.268	.268	NUM
crl-16737	83	7	1.369	1.369	NUM
crl-16737	83	8	*	*	PUNCT
crl-16737	83	9	*	*	PUNCT
crl-16737	83	10	*	*	NOUN
crl-16737	83	11	.221	.221	NUM
crl-16737	83	12	pseudo	pseudo	NOUN
crl-16737	83	13	r2	r2	NOUN
crl-16737	83	14	=	=	SYM
crl-16737	83	15	.002	.002	NUM
crl-16737	83	16	(	(	PUNCT
crl-16737	83	17	mcfadden	mcfadden	PROPN
crl-16737	83	18	)	)	PUNCT
crl-16737	83	19	,	,	PUNCT
crl-16737	83	20	.003	.003	NUM
crl-16737	83	21	(	(	PUNCT
crl-16737	83	22	cox	cox	PROPN
crl-16737	83	23	&	&	CCONJ
crl-16737	83	24	snell	snell	PROPN
crl-16737	83	25	)	)	PUNCT
crl-16737	83	26	,	,	PUNCT
crl-16737	83	27	.004	.004	NUM
crl-16737	83	28	(	(	PUNCT
crl-16737	83	29	nagelkerke	nagelkerke	NOUN
crl-16737	83	30	)	)	PUNCT
crl-16737	83	31	model	model	NOUN
crl-16737	83	32	χ2(4	χ2(4	PROPN
crl-16737	83	33	)	)	PUNCT
crl-16737	83	34	=	=	NOUN
crl-16737	83	35	11.45	11.45	NUM
crl-16737	83	36	,	,	PUNCT
crl-16737	83	37	p	p	X
crl-16737	83	38	<	<	X
crl-16737	83	39	.005	.005	NUM
crl-16737	83	40	b	b	PROPN
crl-16737	83	41	se	se	PROPN
crl-16737	83	42	eβ	eβ	PROPN
crl-16737	83	43	(	(	PUNCT
crl-16737	83	44	odds	odd	NOUN
crl-16737	83	45	ratio	ratio	NOUN
crl-16737	83	46	)	)	PUNCT
crl-16737	83	47	b	b	PROPN
crl-16737	83	48	se	se	PROPN
crl-16737	83	49	eβ	eβ	PROPN
crl-16737	83	50	(	(	PUNCT
crl-16737	83	51	odds	odd	NOUN
crl-16737	83	52	ratio	ratio	NOUN
crl-16737	83	53	)	)	PUNCT
crl-16737	83	54	workstations	workstation	NOUN
crl-16737	83	55	.017	.017	NUM
crl-16737	83	56	.117	.117	NUM
crl-16737	83	57	1.017	1.017	NUM
crl-16737	83	58	.105	.105	NUM
crl-16737	83	59	.099	.099	NUM
crl-16737	83	60	1.110	1.110	NUM
crl-16737	83	61	propensity	propensity	NOUN
crl-16737	83	62	score	score	NOUN
crl-16737	83	63	2.245	2.245	NUM
crl-16737	83	64	*	*	PUNCT
crl-16737	83	65	*	*	PUNCT
crl-16737	83	66	*	*	PUNCT
crl-16737	83	67	.390	.390	NUM
crl-16737	83	68	9.441	9.441	NUM
crl-16737	83	69	.373	.373	NUM
crl-16737	83	70	.359	.359	NUM
crl-16737	83	71	1.453	1.453	NUM
crl-16737	83	72	intercept	intercept	NOUN
crl-16737	83	73	–	–	PUNCT
crl-16737	83	74	.673	.673	NUM
crl-16737	83	75	*	*	PUNCT
crl-16737	83	76	*	*	PUNCT
crl-16737	83	77	*	*	PUNCT
crl-16737	83	78	.188	.188	NUM
crl-16737	83	79	1.148	1.148	NUM
crl-16737	83	80	*	*	PUNCT
crl-16737	83	81	*	*	PUNCT
crl-16737	83	82	*	*	X
crl-16737	83	83	.165	.165	NUM
crl-16737	83	84	pseudo	pseudo	NOUN
crl-16737	83	85	r2	r2	PROPN
crl-16737	83	86	=	=	SYM
crl-16737	83	87	.009	.009	NUM
crl-16737	83	88	(	(	PUNCT
crl-16737	83	89	mcfadden	mcfadden	PROPN
crl-16737	83	90	)	)	PUNCT
crl-16737	83	91	,	,	PUNCT
crl-16737	83	92	.017	.017	NUM
crl-16737	83	93	(	(	PUNCT
crl-16737	83	94	cox	cox	PROPN
crl-16737	83	95	&	&	CCONJ
crl-16737	83	96	snell	snell	PROPN
crl-16737	83	97	)	)	PUNCT
crl-16737	83	98	,	,	PUNCT
crl-16737	83	99	.020	.020	NUM
crl-16737	83	100	(	(	PUNCT
crl-16737	83	101	nagelkerke	nagelkerke	NOUN
crl-16737	83	102	)	)	PUNCT
crl-16737	83	103	model	model	NOUN
crl-16737	83	104	χ2(4	χ2(4	PROPN
crl-16737	83	105	)	)	PUNCT
crl-16737	83	106	=	=	PUNCT
crl-16737	84	1	56.67	56.67	NUM
crl-16737	84	2	,	,	PUNCT
crl-16737	84	3	p	p	X
crl-16737	84	4	<	<	X
crl-16737	84	5	.001	.001	NUM
crl-16737	84	6	the	the	DET
crl-16737	84	7	impact	impact	NOUN
crl-16737	84	8	of	of	ADP
crl-16737	84	9	academic	academic	ADJ
crl-16737	84	10	library	library	NOUN
crl-16737	84	11	resources	resource	NOUN
crl-16737	84	12	on	on	ADP
crl-16737	84	13	undergraduates	undergraduate	NOUN
crl-16737	84	14	’	'	PUNCT
crl-16737	84	15	degree	degree	NOUN
crl-16737	84	16	completion	completion	NOUN
crl-16737	84	17	819	819	NUM
crl-16737	84	18	1.450	1.450	NUM
crl-16737	84	19	,	,	PUNCT
crl-16737	84	20	p	p	X
crl-16737	84	21	<	<	X
crl-16737	84	22	.001	.001	NUM
crl-16737	84	23	)	)	PUNCT
crl-16737	84	24	.	.	PUNCT
crl-16737	85	1	the	the	DET
crl-16737	85	2	odds	odd	NOUN
crl-16737	85	3	of	of	ADP
crl-16737	85	4	graduating	graduate	VERB
crl-16737	85	5	in	in	ADP
crl-16737	85	6	four	four	NUM
crl-16737	85	7	years	year	NOUN
crl-16737	85	8	were	be	AUX
crl-16737	85	9	nearly	nearly	ADV
crl-16737	85	10	doubled	double	VERB
crl-16737	85	11	for	for	ADP
crl-16737	85	12	students	student	NOUN
crl-16737	85	13	who	who	PRON
crl-16737	85	14	used	use	VERB
crl-16737	85	15	electronic	electronic	ADJ
crl-16737	85	16	resources	resource	NOUN
crl-16737	85	17	(	(	PUNCT
crl-16737	85	18	eβ	eβ	X
crl-16737	85	19	=	=	NOUN
crl-16737	85	20	1.924	1.924	NUM
crl-16737	85	21	,	,	PUNCT
crl-16737	85	22	p	p	X
crl-16737	85	23	<	<	X
crl-16737	85	24	.001	.001	NUM
crl-16737	85	25	)	)	PUNCT
crl-16737	85	26	.	.	PUNCT
crl-16737	86	1	the	the	DET
crl-16737	86	2	results	result	NOUN
crl-16737	86	3	of	of	ADP
crl-16737	86	4	the	the	DET
crl-16737	86	5	third	third	ADJ
crl-16737	86	6	model	model	NOUN
crl-16737	86	7	suggest	suggest	VERB
crl-16737	86	8	that	that	SCONJ
crl-16737	86	9	students	student	NOUN
crl-16737	86	10	who	who	PRON
crl-16737	86	11	used	use	VERB
crl-16737	86	12	books	book	NOUN
crl-16737	86	13	at	at	ADP
crl-16737	86	14	least	least	ADJ
crl-16737	86	15	once	once	ADV
crl-16737	86	16	in	in	ADP
crl-16737	86	17	their	their	PRON
crl-16737	86	18	first	first	ADJ
crl-16737	86	19	year	year	NOUN
crl-16737	86	20	of	of	ADP
crl-16737	86	21	enrollment	enrollment	NOUN
crl-16737	86	22	had	have	AUX
crl-16737	86	23	significantly	significantly	ADV
crl-16737	86	24	improved	improve	VERB
crl-16737	86	25	odds	odd	NOUN
crl-16737	86	26	of	of	ADP
crl-16737	86	27	graduating	graduate	VERB
crl-16737	86	28	in	in	ADP
crl-16737	86	29	four	four	NUM
crl-16737	86	30	years	year	NOUN
crl-16737	86	31	(	(	PUNCT
crl-16737	86	32	eβ	eβ	X
crl-16737	86	33	=	=	NOUN
crl-16737	86	34	1.337	1.337	NUM
crl-16737	86	35	,	,	PUNCT
crl-16737	86	36	p	p	X
crl-16737	86	37	<	<	X
crl-16737	86	38	.01	.01	NUM
crl-16737	86	39	)	)	PUNCT
crl-16737	86	40	,	,	PUNCT
crl-16737	86	41	although	although	SCONJ
crl-16737	86	42	no	no	DET
crl-16737	86	43	effect	effect	NOUN
crl-16737	86	44	was	be	AUX
crl-16737	86	45	observed	observe	VERB
crl-16737	86	46	for	for	ADP
crl-16737	86	47	continued	continue	VERB
crl-16737	86	48	enrollment	enrollment	NOUN
crl-16737	86	49	.	.	PUNCT
crl-16737	87	1	the	the	DET
crl-16737	87	2	fourth	fourth	ADJ
crl-16737	87	3	model	model	NOUN
crl-16737	87	4	suggested	suggest	VERB
crl-16737	87	5	that	that	SCONJ
crl-16737	87	6	using	use	VERB
crl-16737	87	7	workstations	workstation	NOUN
crl-16737	87	8	had	have	VERB
crl-16737	87	9	no	no	DET
crl-16737	87	10	effect	effect	NOUN
crl-16737	87	11	on	on	ADP
crl-16737	87	12	the	the	DET
crl-16737	87	13	odds	odd	NOUN
crl-16737	87	14	of	of	ADP
crl-16737	87	15	continued	continue	VERB
crl-16737	87	16	enrollment	enrollment	NOUN
crl-16737	87	17	or	or	CCONJ
crl-16737	87	18	graduation	graduation	NOUN
crl-16737	87	19	in	in	ADP
crl-16737	87	20	four	four	NUM
crl-16737	87	21	years	year	NOUN
crl-16737	87	22	over	over	ADP
crl-16737	87	23	withdrawal	withdrawal	NOUN
crl-16737	87	24	from	from	ADP
crl-16737	87	25	the	the	DET
crl-16737	87	26	university	university	NOUN
crl-16737	87	27	.	.	PUNCT
crl-16737	88	1	the	the	DET
crl-16737	88	2	fifth	fifth	ADJ
crl-16737	88	3	model	model	NOUN
crl-16737	88	4	suggested	suggest	VERB
crl-16737	88	5	that	that	SCONJ
crl-16737	88	6	students	student	NOUN
crl-16737	88	7	who	who	PRON
crl-16737	88	8	registered	register	VERB
crl-16737	88	9	for	for	ADP
crl-16737	88	10	at	at	ADV
crl-16737	88	11	least	least	ADV
crl-16737	88	12	one	one	NUM
crl-16737	88	13	library	library	NOUN
crl-16737	88	14	instruction	instruction	NOUN
crl-16737	88	15	class	class	NOUN
crl-16737	88	16	or	or	CCONJ
crl-16737	88	17	who	who	PRON
crl-16737	88	18	had	have	VERB
crl-16737	88	19	library	library	ADJ
crl-16737	88	20	instruction	instruction	NOUN
crl-16737	88	21	embedded	embed	VERB
crl-16737	88	22	in	in	ADP
crl-16737	88	23	classes	class	NOUN
crl-16737	88	24	had	have	AUX
crl-16737	88	25	significantly	significantly	ADV
crl-16737	88	26	improved	improve	VERB
crl-16737	88	27	odds	odd	NOUN
crl-16737	88	28	of	of	ADP
crl-16737	88	29	continued	continue	VERB
crl-16737	88	30	enrollment	enrollment	NOUN
crl-16737	88	31	in	in	ADP
crl-16737	88	32	four	four	NUM
crl-16737	88	33	years	year	NOUN
crl-16737	88	34	over	over	ADP
crl-16737	88	35	withdrawal	withdrawal	NOUN
crl-16737	88	36	(	(	PUNCT
crl-16737	88	37	eβ	eβ	X
crl-16737	88	38	=	=	NOUN
crl-16737	88	39	1.402	1.402	NUM
crl-16737	88	40	,	,	PUNCT
crl-16737	88	41	p	p	X
crl-16737	88	42	<	<	X
crl-16737	88	43	.01	.01	NUM
crl-16737	88	44	)	)	PUNCT
crl-16737	88	45	.	.	PUNCT
crl-16737	89	1	finally	finally	ADV
crl-16737	89	2	,	,	PUNCT
crl-16737	89	3	the	the	DET
crl-16737	89	4	results	result	NOUN
crl-16737	89	5	of	of	ADP
crl-16737	89	6	the	the	DET
crl-16737	89	7	last	last	ADJ
crl-16737	89	8	model	model	NOUN
crl-16737	89	9	suggested	suggest	VERB
crl-16737	89	10	meeting	meet	VERB
crl-16737	89	11	with	with	ADP
crl-16737	89	12	a	a	DET
crl-16737	89	13	peer	peer	NOUN
crl-16737	89	14	reference	reference	NOUN
crl-16737	89	15	consultant	consultant	NOUN
crl-16737	89	16	or	or	CCONJ
crl-16737	89	17	chatting	chat	VERB
crl-16737	89	18	with	with	ADP
crl-16737	89	19	a	a	DET
crl-16737	89	20	reference	reference	NOUN
crl-16737	89	21	librarian	librarian	NOUN
crl-16737	89	22	had	have	VERB
crl-16737	89	23	no	no	DET
crl-16737	89	24	effect	effect	NOUN
crl-16737	89	25	on	on	ADP
crl-16737	89	26	the	the	DET
crl-16737	89	27	odds	odd	NOUN
crl-16737	89	28	of	of	ADP
crl-16737	89	29	continued	continue	VERB
crl-16737	89	30	enrollment	enrollment	NOUN
crl-16737	89	31	or	or	CCONJ
crl-16737	89	32	graduation	graduation	NOUN
crl-16737	89	33	in	in	ADP
crl-16737	89	34	four	four	NUM
crl-16737	89	35	years	year	NOUN
crl-16737	89	36	.	.	PUNCT
crl-16737	90	1	given	give	VERB
crl-16737	90	2	that	that	SCONJ
crl-16737	90	3	these	these	DET
crl-16737	90	4	interactions	interaction	NOUN
crl-16737	90	5	with	with	ADP
crl-16737	90	6	libraries	library	NOUN
crl-16737	90	7	staff	staff	NOUN
crl-16737	90	8	or	or	CCONJ
crl-16737	90	9	peer	peer	NOUN
crl-16737	90	10	research	research	NOUN
crl-16737	90	11	consultants	consultant	NOUN
crl-16737	90	12	may	may	AUX
crl-16737	90	13	have	have	AUX
crl-16737	90	14	been	be	AUX
crl-16737	90	15	relatively	relatively	ADV
crl-16737	90	16	brief	brief	ADJ
crl-16737	90	17	,	,	PUNCT
crl-16737	90	18	it	it	PRON
crl-16737	90	19	may	may	AUX
crl-16737	90	20	be	be	AUX
crl-16737	90	21	unsurprising	unsurprising	ADJ
crl-16737	90	22	to	to	PART
crl-16737	90	23	see	see	VERB
crl-16737	90	24	such	such	ADJ
crl-16737	90	25	results	result	NOUN
crl-16737	90	26	.	.	PUNCT
crl-16737	91	1	discussion	discussion	NOUN
crl-16737	91	2	and	and	CCONJ
crl-16737	91	3	recommendations	recommendation	NOUN
crl-16737	91	4	the	the	DET
crl-16737	91	5	results	result	NOUN
crl-16737	91	6	of	of	ADP
crl-16737	91	7	this	this	DET
crl-16737	91	8	study	study	NOUN
crl-16737	91	9	suggest	suggest	VERB
crl-16737	91	10	that	that	SCONJ
crl-16737	91	11	using	use	VERB
crl-16737	91	12	the	the	DET
crl-16737	91	13	library	library	NOUN
crl-16737	91	14	at	at	ADV
crl-16737	91	15	least	least	ADV
crl-16737	91	16	one	one	NUM
crl-16737	91	17	time	time	NOUN
crl-16737	91	18	in	in	ADP
crl-16737	91	19	the	the	DET
crl-16737	91	20	first	first	ADJ
crl-16737	91	21	year	year	NOUN
crl-16737	91	22	of	of	ADP
crl-16737	91	23	enrollment	enrollment	NOUN
crl-16737	91	24	significantly	significantly	ADV
crl-16737	91	25	increased	increase	VERB
crl-16737	91	26	the	the	DET
crl-16737	91	27	odds	odd	NOUN
crl-16737	91	28	that	that	SCONJ
crl-16737	91	29	students	student	NOUN
crl-16737	91	30	would	would	AUX
crl-16737	91	31	graduate	graduate	VERB
crl-16737	91	32	in	in	ADP
crl-16737	91	33	four	four	NUM
crl-16737	91	34	years	year	NOUN
crl-16737	91	35	or	or	CCONJ
crl-16737	91	36	remain	remain	VERB
crl-16737	91	37	enrolled	enrol	VERB
crl-16737	91	38	after	after	ADP
crl-16737	91	39	four	four	NUM
crl-16737	91	40	years	year	NOUN
crl-16737	91	41	as	as	SCONJ
crl-16737	91	42	opposed	oppose	VERB
crl-16737	91	43	to	to	ADP
crl-16737	91	44	withdrawing	withdraw	VERB
crl-16737	91	45	from	from	ADP
crl-16737	91	46	the	the	DET
crl-16737	91	47	university	university	NOUN
crl-16737	91	48	.	.	PUNCT
crl-16737	92	1	first	first	ADJ
crl-16737	92	2	-	-	PUNCT
crl-16737	92	3	year	year	NOUN
crl-16737	92	4	students	student	NOUN
crl-16737	92	5	who	who	PRON
crl-16737	92	6	used	use	VERB
crl-16737	92	7	electronic	electronic	ADJ
crl-16737	92	8	resources	resource	NOUN
crl-16737	92	9	and	and	CCONJ
crl-16737	92	10	books	book	NOUN
crl-16737	92	11	also	also	ADV
crl-16737	92	12	had	have	VERB
crl-16737	92	13	significantly	significantly	ADV
crl-16737	92	14	improved	improve	VERB
crl-16737	92	15	odds	odd	NOUN
crl-16737	92	16	of	of	ADP
crl-16737	92	17	graduation	graduation	NOUN
crl-16737	92	18	in	in	ADP
crl-16737	92	19	four	four	NUM
crl-16737	92	20	years	year	NOUN
crl-16737	92	21	(	(	PUNCT
crl-16737	92	22	over	over	ADP
crl-16737	92	23	withdrawing	withdraw	VERB
crl-16737	92	24	)	)	PUNCT
crl-16737	92	25	,	,	PUNCT
crl-16737	92	26	while	while	SCONJ
crl-16737	92	27	students	student	NOUN
crl-16737	92	28	who	who	PRON
crl-16737	92	29	used	use	VERB
crl-16737	92	30	electronic	electronic	ADJ
crl-16737	92	31	books	book	NOUN
crl-16737	92	32	and	and	CCONJ
crl-16737	92	33	took	take	VERB
crl-16737	92	34	a	a	DET
crl-16737	92	35	library	library	NOUN
crl-16737	92	36	instruction	instruction	NOUN
crl-16737	92	37	course	course	NOUN
crl-16737	92	38	had	have	AUX
crl-16737	92	39	significantly	significantly	ADV
crl-16737	92	40	improved	improve	VERB
crl-16737	92	41	table	table	NOUN
crl-16737	92	42	2	2	NUM
crl-16737	92	43	multinomial	multinomial	ADJ
crl-16737	92	44	logistic	logistic	ADJ
crl-16737	92	45	regression	regression	NOUN
crl-16737	92	46	analyses	analyse	VERB
crl-16737	92	47	continued	continue	VERB
crl-16737	92	48	enrollment	enrollment	NOUN
crl-16737	92	49	graduation	graduation	NOUN
crl-16737	92	50	in	in	ADP
crl-16737	92	51	four	four	NUM
crl-16737	92	52	years	year	NOUN
crl-16737	92	53	b	b	PROPN
crl-16737	92	54	se	se	PROPN
crl-16737	92	55	eβ	eβ	PROPN
crl-16737	92	56	(	(	PUNCT
crl-16737	92	57	odds	odd	NOUN
crl-16737	92	58	ratio	ratio	NOUN
crl-16737	92	59	)	)	PUNCT
crl-16737	92	60	b	b	PROPN
crl-16737	92	61	se	se	PROPN
crl-16737	92	62	eβ	eβ	PROPN
crl-16737	92	63	(	(	PUNCT
crl-16737	92	64	odds	odd	NOUN
crl-16737	92	65	ratio	ratio	NOUN
crl-16737	92	66	)	)	PUNCT
crl-16737	92	67	library	library	NOUN
crl-16737	92	68	instruction	instruction	NOUN
crl-16737	92	69	.339	.339	NUM
crl-16737	92	70	*	*	PUNCT
crl-16737	92	71	*	*	X
crl-16737	92	72	.125	.125	NUM
crl-16737	92	73	1.402	1.402	NUM
crl-16737	92	74	.116	.116	NUM
crl-16737	92	75	.103	.103	NUM
crl-16737	92	76	1.123	1.123	NUM
crl-16737	92	77	propensity	propensity	NOUN
crl-16737	92	78	score	score	VERB
crl-16737	92	79	2.716	2.716	NUM
crl-16737	92	80	*	*	PUNCT
crl-16737	92	81	*	*	PUNCT
crl-16737	92	82	*	*	X
crl-16737	92	83	.687	.687	NUM
crl-16737	92	84	15.115	15.115	NUM
crl-16737	92	85	–	–	PUNCT
crl-16737	92	86	.540	.540	NUM
crl-16737	92	87	.584	.584	NUM
crl-16737	92	88	.583	.583	NUM
crl-16737	92	89	intercept	intercept	NOUN
crl-16737	92	90	–	–	PUNCT
crl-16737	92	91	.952	.952	NUM
crl-16737	92	92	*	*	PUNCT
crl-16737	92	93	*	*	PUNCT
crl-16737	92	94	*	*	PUNCT
crl-16737	92	95	.259	.259	NUM
crl-16737	92	96	1.416	1.416	NUM
crl-16737	92	97	*	*	PUNCT
crl-16737	92	98	*	*	PUNCT
crl-16737	92	99	*	*	NOUN
crl-16737	92	100	.212	.212	NUM
crl-16737	92	101	pseudo	pseudo	NOUN
crl-16737	92	102	r2	r2	PROPN
crl-16737	92	103	=	=	SYM
crl-16737	92	104	.009	.009	NUM
crl-16737	92	105	(	(	PUNCT
crl-16737	92	106	mcfadden	mcfadden	PROPN
crl-16737	92	107	)	)	PUNCT
crl-16737	92	108	,	,	PUNCT
crl-16737	92	109	.016	.016	NUM
crl-16737	92	110	(	(	PUNCT
crl-16737	92	111	cox	cox	PROPN
crl-16737	92	112	&	&	CCONJ
crl-16737	92	113	snell	snell	PROPN
crl-16737	92	114	)	)	PUNCT
crl-16737	92	115	,	,	PUNCT
crl-16737	92	116	.019	.019	NUM
crl-16737	92	117	(	(	PUNCT
crl-16737	92	118	nagelkerke	nagelkerke	NOUN
crl-16737	92	119	)	)	PUNCT
crl-16737	92	120	model	model	NOUN
crl-16737	92	121	χ2(4	χ2(4	PROPN
crl-16737	92	122	)	)	PUNCT
crl-16737	92	123	=	=	PUNCT
crl-16737	93	1	46.07	46.07	NUM
crl-16737	93	2	,	,	PUNCT
crl-16737	93	3	p	p	X
crl-16737	93	4	<	<	X
crl-16737	93	5	.001	.001	NUM
crl-16737	93	6	b	b	PROPN
crl-16737	93	7	se	se	PROPN
crl-16737	93	8	eβ	eβ	PROPN
crl-16737	93	9	(	(	PUNCT
crl-16737	93	10	odds	odd	NOUN
crl-16737	93	11	ratio	ratio	NOUN
crl-16737	93	12	)	)	PUNCT
crl-16737	93	13	b	b	PROPN
crl-16737	93	14	se	se	PROPN
crl-16737	93	15	eβ	eβ	PROPN
crl-16737	93	16	(	(	PUNCT
crl-16737	93	17	odds	odd	NOUN
crl-16737	93	18	ratio	ratio	NOUN
crl-16737	93	19	)	)	PUNCT
crl-16737	93	20	peer	peer	NOUN
crl-16737	93	21	/	/	SYM
crl-16737	93	22	reference	reference	NOUN
crl-16737	93	23	–	–	PUNCT
crl-16737	93	24	.003	.003	NUM
crl-16737	93	25	.254	.254	NUM
crl-16737	93	26	.997	.997	NUM
crl-16737	93	27	.194	.194	NUM
crl-16737	93	28	.211	.211	NUM
crl-16737	93	29	1.214	1.214	NUM
crl-16737	93	30	propensity	propensity	NOUN
crl-16737	93	31	score	score	NOUN
crl-16737	93	32	1.253	1.253	NUM
crl-16737	93	33	2.335	2.335	NUM
crl-16737	93	34	3.502	3.502	NUM
crl-16737	93	35	–	–	PUNCT
crl-16737	93	36	4.283	4.283	NUM
crl-16737	93	37	*	*	SYM
crl-16737	93	38	2.062	2.062	NUM
crl-16737	93	39	.014	.014	NUM
crl-16737	93	40	intercept	intercept	PROPN
crl-16737	93	41	–	–	PUNCT
crl-16737	93	42	.124	.124	NUM
crl-16737	93	43	.270	.270	NUM
crl-16737	93	44	1.209	1.209	NUM
crl-16737	93	45	*	*	PUNCT
crl-16737	93	46	*	*	PUNCT
crl-16737	93	47	*	*	PUNCT
crl-16737	93	48	.225	.225	NUM
crl-16737	93	49	pseudo	pseudo	NOUN
crl-16737	93	50	r2	r2	PROPN
crl-16737	93	51	=	=	SYM
crl-16737	93	52	.009	.009	NUM
crl-16737	93	53	(	(	PUNCT
crl-16737	93	54	mcfadden	mcfadden	PROPN
crl-16737	93	55	)	)	PUNCT
crl-16737	93	56	,	,	PUNCT
crl-16737	93	57	.018	.018	NUM
crl-16737	93	58	(	(	PUNCT
crl-16737	93	59	cox	cox	PROPN
crl-16737	93	60	&	&	CCONJ
crl-16737	93	61	snell	snell	PROPN
crl-16737	93	62	)	)	PUNCT
crl-16737	93	63	,	,	PUNCT
crl-16737	93	64	.021	.021	NUM
crl-16737	93	65	(	(	PUNCT
crl-16737	93	66	nagelkerke	nagelkerke	NOUN
crl-16737	93	67	)	)	PUNCT
crl-16737	93	68	model	model	NOUN
crl-16737	93	69	χ2(4	χ2(4	PROPN
crl-16737	93	70	)	)	PUNCT
crl-16737	93	71	=	=	SYM
crl-16737	93	72	10.30	10.30	NUM
crl-16737	93	73	,	,	PUNCT
crl-16737	93	74	p	p	X
crl-16737	93	75	<	<	X
crl-16737	93	76	.05	.05	NUM
crl-16737	93	77	note	note	NOUN
crl-16737	93	78	.	.	PUNCT
crl-16737	94	1	*	*	PUNCT
crl-16737	94	2	p	p	X
crl-16737	94	3	<	<	X
crl-16737	94	4	.05	.05	NUM
crl-16737	94	5	;	;	PUNCT
crl-16737	94	6	*	*	PUNCT
crl-16737	94	7	*	*	PUNCT
crl-16737	94	8	p	p	X
crl-16737	94	9	<	<	X
crl-16737	94	10	.01	.01	NUM
crl-16737	94	11	;	;	PUNCT
crl-16737	94	12	*	*	PUNCT
crl-16737	94	13	*	*	PUNCT
crl-16737	94	14	*	*	PUNCT
crl-16737	94	15	p	p	X
crl-16737	94	16	<	<	X
crl-16737	94	17	.001	.001	NUM
crl-16737	94	18	820	820	NUM
crl-16737	94	19	college	college	PROPN
crl-16737	94	20	&	&	CCONJ
crl-16737	94	21	research	research	PROPN
crl-16737	94	22	libraries	library	NOUN
crl-16737	94	23	september	september	PROPN
crl-16737	94	24	2017	2017	NUM
crl-16737	94	25	odds	odd	NOUN
crl-16737	94	26	of	of	ADP
crl-16737	94	27	remaining	remain	VERB
crl-16737	94	28	enrolled	enrol	VERB
crl-16737	94	29	after	after	ADP
crl-16737	94	30	four	four	NUM
crl-16737	94	31	years	year	NOUN
crl-16737	94	32	(	(	PUNCT
crl-16737	94	33	over	over	ADP
crl-16737	94	34	withdrawing	withdraw	VERB
crl-16737	94	35	)	)	PUNCT
crl-16737	94	36	.	.	PUNCT
crl-16737	95	1	these	these	DET
crl-16737	95	2	results	result	NOUN
crl-16737	95	3	lend	lend	VERB
crl-16737	95	4	continued	continued	ADJ
crl-16737	95	5	support	support	NOUN
crl-16737	95	6	to	to	ADP
crl-16737	95	7	the	the	DET
crl-16737	95	8	growing	grow	VERB
crl-16737	95	9	bodies	body	NOUN
crl-16737	95	10	of	of	ADP
crl-16737	95	11	research	research	NOUN
crl-16737	95	12	on	on	ADP
crl-16737	95	13	students	student	NOUN
crl-16737	95	14	’	'	PUNCT
crl-16737	95	15	use	use	NOUN
crl-16737	95	16	of	of	ADP
crl-16737	95	17	academic	academic	ADJ
crl-16737	95	18	libraries	library	NOUN
crl-16737	95	19	and	and	CCONJ
crl-16737	95	20	the	the	DET
crl-16737	95	21	attendant	attendant	ADJ
crl-16737	95	22	benefits	benefit	NOUN
crl-16737	95	23	of	of	ADP
crl-16737	95	24	using	use	VERB
crl-16737	95	25	libraries	library	NOUN
crl-16737	95	26	as	as	SCONJ
crl-16737	95	27	associated	associate	VERB
crl-16737	95	28	with	with	ADP
crl-16737	95	29	student	student	NOUN
crl-16737	95	30	success	success	NOUN
crl-16737	95	31	outcomes	outcome	NOUN
crl-16737	95	32	.	.	PUNCT
crl-16737	96	1	as	as	SCONJ
crl-16737	96	2	noted	note	VERB
crl-16737	96	3	by	by	ADP
crl-16737	96	4	chiteng	chiteng	PROPN
crl-16737	96	5	kot	kot	PROPN
crl-16737	96	6	and	and	CCONJ
crl-16737	96	7	jones,38	jones,38	PROPN
crl-16737	96	8	“	"	PUNCT
crl-16737	96	9	investing	invest	VERB
crl-16737	96	10	in	in	ADP
crl-16737	96	11	the	the	DET
crl-16737	96	12	university	university	NOUN
crl-16737	96	13	library	library	NOUN
crl-16737	96	14	is	be	AUX
crl-16737	96	15	investing	invest	VERB
crl-16737	96	16	in	in	ADP
crl-16737	96	17	student	student	NOUN
crl-16737	96	18	success	success	NOUN
crl-16737	96	19	.	.	PUNCT
crl-16737	96	20	”	"	PUNCT
crl-16737	97	1	as	as	SCONJ
crl-16737	97	2	signified	signify	VERB
crl-16737	97	3	by	by	ADP
crl-16737	97	4	this	this	DET
crl-16737	97	5	article	article	NOUN
crl-16737	97	6	,	,	PUNCT
crl-16737	97	7	encouraging	encourage	VERB
crl-16737	97	8	first	first	ADJ
crl-16737	97	9	-	-	PUNCT
crl-16737	97	10	year	year	NOUN
crl-16737	97	11	students	student	NOUN
crl-16737	97	12	to	to	PART
crl-16737	97	13	make	make	VERB
crl-16737	97	14	use	use	NOUN
crl-16737	97	15	of	of	ADP
crl-16737	97	16	academic	academic	ADJ
crl-16737	97	17	libraries	library	NOUN
crl-16737	97	18	in	in	ADP
crl-16737	97	19	their	their	PRON
crl-16737	97	20	first	first	ADJ
crl-16737	97	21	year	year	NOUN
crl-16737	97	22	of	of	ADP
crl-16737	97	23	enrollment	enrollment	NOUN
crl-16737	97	24	may	may	AUX
crl-16737	97	25	yield	yield	VERB
crl-16737	97	26	dividends	dividend	NOUN
crl-16737	97	27	on	on	ADP
crl-16737	97	28	students	student	NOUN
crl-16737	97	29	’	'	PUNCT
crl-16737	97	30	long	long	ADJ
crl-16737	97	31	-	-	PUNCT
crl-16737	97	32	term	term	NOUN
crl-16737	97	33	success	success	NOUN
crl-16737	97	34	at	at	ADP
crl-16737	97	35	their	their	PRON
crl-16737	97	36	institutions	institution	NOUN
crl-16737	97	37	.	.	PUNCT
crl-16737	98	1	however	however	ADV
crl-16737	98	2	,	,	PUNCT
crl-16737	98	3	it	it	PRON
crl-16737	98	4	is	be	AUX
crl-16737	98	5	not	not	PART
crl-16737	98	6	enough	enough	ADJ
crl-16737	98	7	that	that	SCONJ
crl-16737	98	8	students	student	NOUN
crl-16737	98	9	simply	simply	ADV
crl-16737	98	10	make	make	VERB
crl-16737	98	11	use	use	NOUN
crl-16737	98	12	of	of	ADP
crl-16737	98	13	their	their	PRON
crl-16737	98	14	libraries	library	NOUN
crl-16737	98	15	—	—	PUNCT
crl-16737	98	16	students	student	NOUN
crl-16737	98	17	should	should	AUX
crl-16737	98	18	receive	receive	VERB
crl-16737	98	19	instruction	instruction	NOUN
crl-16737	98	20	and	and	CCONJ
crl-16737	98	21	guidance	guidance	NOUN
crl-16737	98	22	on	on	ADP
crl-16737	98	23	how	how	SCONJ
crl-16737	98	24	to	to	PART
crl-16737	98	25	make	make	VERB
crl-16737	98	26	the	the	DET
crl-16737	98	27	most	most	ADJ
crl-16737	98	28	of	of	ADP
crl-16737	98	29	their	their	PRON
crl-16737	98	30	academic	academic	ADJ
crl-16737	98	31	libraries	library	NOUN
crl-16737	98	32	experiences	experience	NOUN
crl-16737	98	33	.	.	PUNCT
crl-16737	99	1	along	along	ADP
crl-16737	99	2	those	those	DET
crl-16737	99	3	lines	line	NOUN
crl-16737	99	4	,	,	PUNCT
crl-16737	99	5	we	we	PRON
crl-16737	99	6	also	also	ADV
crl-16737	99	7	recommend	recommend	VERB
crl-16737	99	8	that	that	SCONJ
crl-16737	99	9	students	student	NOUN
crl-16737	99	10	receive	receive	VERB
crl-16737	99	11	opportunities	opportunity	NOUN
crl-16737	99	12	to	to	PART
crl-16737	99	13	learn	learn	VERB
crl-16737	99	14	effective	effective	ADJ
crl-16737	99	15	library	library	NOUN
crl-16737	99	16	research	research	NOUN
crl-16737	99	17	skills	skill	NOUN
crl-16737	99	18	as	as	ADV
crl-16737	99	19	soon	soon	ADV
crl-16737	99	20	as	as	SCONJ
crl-16737	99	21	they	they	PRON
crl-16737	99	22	enter	enter	VERB
crl-16737	99	23	their	their	PRON
crl-16737	99	24	college	college	NOUN
crl-16737	99	25	or	or	CCONJ
crl-16737	99	26	university	university	NOUN
crl-16737	99	27	within	within	ADP
crl-16737	99	28	new	new	ADJ
crl-16737	99	29	student	student	NOUN
crl-16737	99	30	orientation	orientation	NOUN
crl-16737	99	31	programs	program	NOUN
crl-16737	99	32	or	or	CCONJ
crl-16737	99	33	first	first	ADJ
crl-16737	99	34	-	-	PUNCT
crl-16737	99	35	year	year	NOUN
crl-16737	99	36	seminar	seminar	NOUN
crl-16737	99	37	courses.39	courses.39	NOUN
crl-16737	99	38	course	course	NOUN
crl-16737	99	39	-	-	PUNCT
crl-16737	99	40	based	base	VERB
crl-16737	99	41	instruction	instruction	NOUN
crl-16737	99	42	and	and	CCONJ
crl-16737	99	43	working	work	VERB
crl-16737	99	44	with	with	ADP
crl-16737	99	45	faculty	faculty	NOUN
crl-16737	99	46	to	to	PART
crl-16737	99	47	create	create	VERB
crl-16737	99	48	library	library	NOUN
crl-16737	99	49	-	-	PUNCT
crl-16737	99	50	based	base	VERB
crl-16737	99	51	assignments	assignment	NOUN
crl-16737	99	52	may	may	AUX
crl-16737	99	53	also	also	ADV
crl-16737	99	54	be	be	AUX
crl-16737	99	55	effective	effective	ADJ
crl-16737	99	56	ways	way	NOUN
crl-16737	99	57	to	to	PART
crl-16737	99	58	reach	reach	VERB
crl-16737	99	59	first	first	ADJ
crl-16737	99	60	-	-	PUNCT
crl-16737	99	61	year	year	NOUN
crl-16737	99	62	undergraduate	undergraduate	NOUN
crl-16737	99	63	students	student	NOUN
crl-16737	99	64	.	.	PUNCT
crl-16737	100	1	while	while	SCONJ
crl-16737	100	2	face	face	NOUN
crl-16737	100	3	-	-	PUNCT
crl-16737	100	4	to	to	ADP
crl-16737	100	5	-	-	PUNCT
crl-16737	100	6	face	face	NOUN
crl-16737	100	7	peer	peer	NOUN
crl-16737	100	8	reference	reference	NOUN
crl-16737	100	9	and	and	CCONJ
crl-16737	100	10	reference	reference	NOUN
crl-16737	100	11	librarian	librarian	PROPN
crl-16737	100	12	online	online	ADJ
crl-16737	100	13	chats	chat	NOUN
crl-16737	100	14	were	be	AUX
crl-16737	100	15	not	not	PART
crl-16737	100	16	significantly	significantly	ADV
crl-16737	100	17	associated	associate	VERB
crl-16737	100	18	with	with	ADP
crl-16737	100	19	student	student	NOUN
crl-16737	100	20	success	success	NOUN
crl-16737	100	21	outcomes	outcome	NOUN
crl-16737	100	22	in	in	ADP
crl-16737	100	23	this	this	DET
crl-16737	100	24	study	study	NOUN
crl-16737	100	25	,	,	PUNCT
crl-16737	100	26	we	we	PRON
crl-16737	100	27	argue	argue	VERB
crl-16737	100	28	that	that	SCONJ
crl-16737	100	29	these	these	DET
crl-16737	100	30	interpersonal	interpersonal	ADJ
crl-16737	100	31	interactions	interaction	NOUN
crl-16737	100	32	also	also	ADV
crl-16737	100	33	remain	remain	VERB
crl-16737	100	34	critical	critical	ADJ
crl-16737	100	35	components	component	NOUN
crl-16737	100	36	of	of	ADP
crl-16737	100	37	students	student	NOUN
crl-16737	100	38	’	'	PUNCT
crl-16737	100	39	acquisition	acquisition	NOUN
crl-16737	100	40	of	of	ADP
crl-16737	100	41	vital	vital	ADJ
crl-16737	100	42	research	research	NOUN
crl-16737	100	43	skills.40	skills.40	NOUN
crl-16737	100	44	previous	previous	ADJ
crl-16737	100	45	research	research	NOUN
crl-16737	100	46	also	also	ADV
crl-16737	100	47	reveals	reveal	VERB
crl-16737	100	48	that	that	SCONJ
crl-16737	100	49	the	the	DET
crl-16737	100	50	majority	majority	NOUN
crl-16737	100	51	of	of	ADP
crl-16737	100	52	incoming	incoming	ADJ
crl-16737	100	53	undergraduate	undergraduate	NOUN
crl-16737	100	54	students	student	NOUN
crl-16737	100	55	consider	consider	VERB
crl-16737	100	56	libraries	library	NOUN
crl-16737	100	57	to	to	PART
crl-16737	100	58	be	be	AUX
crl-16737	100	59	an	an	DET
crl-16737	100	60	important	important	ADJ
crl-16737	100	61	,	,	PUNCT
crl-16737	100	62	very	very	ADV
crl-16737	100	63	important	important	ADJ
crl-16737	100	64	,	,	PUNCT
crl-16737	100	65	or	or	CCONJ
crl-16737	100	66	essential	essential	ADJ
crl-16737	100	67	part	part	NOUN
crl-16737	100	68	of	of	ADP
crl-16737	100	69	their	their	PRON
crl-16737	100	70	education	education	NOUN
crl-16737	100	71	experience	experience	NOUN
crl-16737	100	72	and	and	CCONJ
crl-16737	100	73	that	that	SCONJ
crl-16737	100	74	library	library	ADJ
crl-16737	100	75	use	use	NOUN
crl-16737	100	76	is	be	AUX
crl-16737	100	77	positively	positively	ADV
crl-16737	100	78	associated	associate	VERB
crl-16737	100	79	with	with	ADP
crl-16737	100	80	both	both	CCONJ
crl-16737	100	81	a	a	DET
crl-16737	100	82	student	student	NOUN
crl-16737	100	83	’s	’s	PART
crl-16737	100	84	engagement	engagement	NOUN
crl-16737	100	85	in	in	ADP
crl-16737	100	86	scholarship	scholarship	NOUN
crl-16737	100	87	and	and	CCONJ
crl-16737	100	88	his	his	PRON
crl-16737	100	89	or	or	CCONJ
crl-16737	100	90	her	her	PRON
crl-16737	100	91	overall	overall	ADJ
crl-16737	100	92	academic	academic	ADJ
crl-16737	100	93	involvement.41	involvement.41	NOUN
crl-16737	100	94	in	in	ADP
crl-16737	100	95	other	other	ADJ
crl-16737	100	96	words	word	NOUN
crl-16737	100	97	,	,	PUNCT
crl-16737	100	98	students	student	NOUN
crl-16737	100	99	value	value	VERB
crl-16737	100	100	libraries	library	NOUN
crl-16737	100	101	and	and	CCONJ
crl-16737	100	102	associate	associate	VERB
crl-16737	100	103	them	they	PRON
crl-16737	100	104	with	with	ADP
crl-16737	100	105	successful	successful	ADJ
crl-16737	100	106	university	university	NOUN
crl-16737	100	107	or	or	CCONJ
crl-16737	100	108	college	college	NOUN
crl-16737	100	109	attendance	attendance	NOUN
crl-16737	100	110	.	.	PUNCT
crl-16737	101	1	providing	provide	VERB
crl-16737	101	2	opportunities	opportunity	NOUN
crl-16737	101	3	for	for	SCONJ
crl-16737	101	4	students	student	NOUN
crl-16737	101	5	to	to	PART
crl-16737	101	6	make	make	VERB
crl-16737	101	7	use	use	NOUN
crl-16737	101	8	of	of	ADP
crl-16737	101	9	the	the	DET
crl-16737	101	10	library	library	NOUN
crl-16737	101	11	may	may	AUX
crl-16737	101	12	not	not	PART
crl-16737	101	13	only	only	ADV
crl-16737	101	14	help	help	VERB
crl-16737	101	15	students	student	NOUN
crl-16737	101	16	achieve	achieve	VERB
crl-16737	101	17	better	well	ADJ
crl-16737	101	18	grades	grade	NOUN
crl-16737	101	19	or	or	CCONJ
crl-16737	101	20	stay	stay	VERB
crl-16737	101	21	in	in	ADP
crl-16737	101	22	school	school	NOUN
crl-16737	101	23	,	,	PUNCT
crl-16737	101	24	it	it	PRON
crl-16737	101	25	may	may	AUX
crl-16737	101	26	also	also	ADV
crl-16737	101	27	give	give	VERB
crl-16737	101	28	students	student	NOUN
crl-16737	101	29	a	a	DET
crl-16737	101	30	sense	sense	NOUN
crl-16737	101	31	of	of	ADP
crl-16737	101	32	belonging	belong	VERB
crl-16737	101	33	.	.	PUNCT
crl-16737	102	1	library	library	ADJ
crl-16737	102	2	instruction	instruction	NOUN
crl-16737	102	3	and	and	CCONJ
crl-16737	102	4	early	early	ADJ
crl-16737	102	5	undergraduate	undergraduate	NOUN
crl-16737	102	6	student	student	NOUN
crl-16737	102	7	use	use	NOUN
crl-16737	102	8	of	of	ADP
crl-16737	102	9	databases	database	NOUN
crl-16737	102	10	,	,	PUNCT
crl-16737	102	11	e	e	NOUN
crl-16737	102	12	-	-	NOUN
crl-16737	102	13	journals	journal	NOUN
crl-16737	102	14	,	,	PUNCT
crl-16737	102	15	or	or	CCONJ
crl-16737	102	16	print	print	NOUN
crl-16737	102	17	collections	collection	NOUN
crl-16737	102	18	may	may	AUX
crl-16737	102	19	appear	appear	VERB
crl-16737	102	20	to	to	PART
crl-16737	102	21	primarily	primarily	ADV
crl-16737	102	22	have	have	VERB
crl-16737	102	23	short	short	ADJ
crl-16737	102	24	-	-	PUNCT
crl-16737	102	25	term	term	NOUN
crl-16737	102	26	benefits	benefit	NOUN
crl-16737	102	27	,	,	PUNCT
crl-16737	102	28	but	but	CCONJ
crl-16737	102	29	library	library	NOUN
crl-16737	102	30	use	use	NOUN
crl-16737	102	31	also	also	ADV
crl-16737	102	32	has	have	VERB
crl-16737	102	33	a	a	DET
crl-16737	102	34	longitudinal	longitudinal	ADJ
crl-16737	102	35	impact	impact	NOUN
crl-16737	102	36	,	,	PUNCT
crl-16737	102	37	in	in	SCONJ
crl-16737	102	38	that	that	SCONJ
crl-16737	102	39	it	it	PRON
crl-16737	102	40	gives	give	VERB
crl-16737	102	41	students	student	NOUN
crl-16737	102	42	the	the	DET
crl-16737	102	43	confidence	confidence	NOUN
crl-16737	102	44	that	that	SCONJ
crl-16737	102	45	they	they	PRON
crl-16737	102	46	are	be	AUX
crl-16737	102	47	scholars	scholar	NOUN
crl-16737	102	48	and	and	CCONJ
crl-16737	102	49	belong	belong	VERB
crl-16737	102	50	at	at	ADP
crl-16737	102	51	the	the	DET
crl-16737	102	52	university	university	NOUN
crl-16737	102	53	.	.	PUNCT
crl-16737	103	1	limitations	limitation	NOUN
crl-16737	103	2	and	and	CCONJ
crl-16737	103	3	future	future	ADJ
crl-16737	103	4	research	research	NOUN
crl-16737	103	5	recommendations	recommendation	NOUN
crl-16737	103	6	the	the	DET
crl-16737	103	7	data	datum	NOUN
crl-16737	103	8	used	use	VERB
crl-16737	103	9	in	in	ADP
crl-16737	103	10	this	this	DET
crl-16737	103	11	study	study	NOUN
crl-16737	103	12	were	be	AUX
crl-16737	103	13	drawn	draw	VERB
crl-16737	103	14	from	from	ADP
crl-16737	103	15	a	a	DET
crl-16737	103	16	large	large	ADJ
crl-16737	103	17	,	,	PUNCT
crl-16737	103	18	public	public	ADJ
crl-16737	103	19	,	,	PUNCT
crl-16737	103	20	university	university	NOUN
crl-16737	103	21	,	,	PUNCT
crl-16737	103	22	a	a	DET
crl-16737	103	23	factor	factor	NOUN
crl-16737	103	24	that	that	PRON
crl-16737	103	25	may	may	AUX
crl-16737	103	26	limit	limit	VERB
crl-16737	103	27	generalization	generalization	NOUN
crl-16737	103	28	to	to	ADP
crl-16737	103	29	other	other	ADJ
crl-16737	103	30	institutional	institutional	ADJ
crl-16737	103	31	types.42	types.42	NOUN
crl-16737	103	32	furthermore	furthermore	ADV
crl-16737	103	33	,	,	PUNCT
crl-16737	103	34	even	even	ADV
crl-16737	103	35	though	though	SCONJ
crl-16737	103	36	propensity	propensity	NOUN
crl-16737	103	37	score	score	NOUN
crl-16737	103	38	matching	matching	NOUN
crl-16737	103	39	analyses	analysis	NOUN
crl-16737	103	40	were	be	AUX
crl-16737	103	41	used	use	VERB
crl-16737	103	42	to	to	PART
crl-16737	103	43	achieve	achieve	VERB
crl-16737	103	44	a	a	DET
crl-16737	103	45	degree	degree	NOUN
crl-16737	103	46	of	of	ADP
crl-16737	103	47	balance	balance	NOUN
crl-16737	103	48	in	in	ADP
crl-16737	103	49	the	the	DET
crl-16737	103	50	covariates	covariate	NOUN
crl-16737	103	51	,	,	PUNCT
crl-16737	103	52	it	it	PRON
crl-16737	103	53	is	be	AUX
crl-16737	103	54	indeed	indeed	ADV
crl-16737	103	55	possible	possible	ADJ
crl-16737	103	56	that	that	SCONJ
crl-16737	103	57	important	important	ADJ
crl-16737	103	58	unobserved	unobserved	ADJ
crl-16737	103	59	covariates	covariate	NOUN
crl-16737	103	60	were	be	AUX
crl-16737	103	61	not	not	PART
crl-16737	103	62	included	include	VERB
crl-16737	103	63	in	in	ADP
crl-16737	103	64	analyses	analysis	NOUN
crl-16737	103	65	that	that	PRON
crl-16737	103	66	may	may	AUX
crl-16737	103	67	contribute	contribute	VERB
crl-16737	103	68	to	to	ADP
crl-16737	103	69	students	student	NOUN
crl-16737	103	70	’	'	PUNCT
crl-16737	103	71	use	use	NOUN
crl-16737	103	72	of	of	ADP
crl-16737	103	73	academic	academic	ADJ
crl-16737	103	74	library	library	NOUN
crl-16737	103	75	resources	resource	NOUN
crl-16737	103	76	or	or	CCONJ
crl-16737	103	77	their	their	PRON
crl-16737	103	78	success	success	NOUN
crl-16737	103	79	in	in	ADP
crl-16737	103	80	terms	term	NOUN
crl-16737	103	81	of	of	ADP
crl-16737	103	82	graduation	graduation	NOUN
crl-16737	103	83	or	or	CCONJ
crl-16737	103	84	continued	continue	VERB
crl-16737	103	85	enrollment	enrollment	NOUN
crl-16737	103	86	.	.	PUNCT
crl-16737	104	1	chiteng	chiteng	PROPN
crl-16737	104	2	kot	kot	PROPN
crl-16737	104	3	and	and	CCONJ
crl-16737	104	4	jones43	jones43	PROPN
crl-16737	104	5	suggested	suggest	VERB
crl-16737	104	6	,	,	PUNCT
crl-16737	104	7	for	for	ADP
crl-16737	104	8	example	example	NOUN
crl-16737	104	9	,	,	PUNCT
crl-16737	104	10	that	that	SCONJ
crl-16737	104	11	students	student	NOUN
crl-16737	104	12	’	'	PUNCT
crl-16737	104	13	academic	academic	ADJ
crl-16737	104	14	motivation	motivation	NOUN
crl-16737	104	15	may	may	AUX
crl-16737	104	16	be	be	AUX
crl-16737	104	17	a	a	DET
crl-16737	104	18	factor	factor	NOUN
crl-16737	104	19	associated	associate	VERB
crl-16737	104	20	with	with	ADP
crl-16737	104	21	their	their	PRON
crl-16737	104	22	decisions	decision	NOUN
crl-16737	104	23	to	to	PART
crl-16737	104	24	use	use	VERB
crl-16737	104	25	library	library	ADJ
crl-16737	104	26	resources	resource	NOUN
crl-16737	104	27	.	.	PUNCT
crl-16737	105	1	without	without	ADP
crl-16737	105	2	inclusion	inclusion	NOUN
crl-16737	105	3	of	of	ADP
crl-16737	105	4	variables	variable	NOUN
crl-16737	105	5	such	such	ADJ
crl-16737	105	6	as	as	ADP
crl-16737	105	7	academic	academic	ADJ
crl-16737	105	8	motivation	motivation	NOUN
crl-16737	105	9	,	,	PUNCT
crl-16737	105	10	estimated	estimate	VERB
crl-16737	105	11	treatment	treatment	NOUN
crl-16737	105	12	effects	effect	NOUN
crl-16737	105	13	of	of	ADP
crl-16737	105	14	library	library	ADJ
crl-16737	105	15	use	use	NOUN
crl-16737	105	16	may	may	AUX
crl-16737	105	17	therefore	therefore	ADV
crl-16737	105	18	remain	remain	VERB
crl-16737	105	19	biased	biased	ADJ
crl-16737	105	20	and	and	CCONJ
crl-16737	105	21	should	should	AUX
crl-16737	105	22	be	be	AUX
crl-16737	105	23	interpreted	interpret	VERB
crl-16737	105	24	with	with	ADP
crl-16737	105	25	caution.44	caution.44	NOUN
crl-16737	105	26	we	we	PRON
crl-16737	105	27	were	be	AUX
crl-16737	105	28	not	not	PART
crl-16737	105	29	able	able	ADJ
crl-16737	105	30	to	to	PART
crl-16737	105	31	capture	capture	VERB
crl-16737	105	32	additional	additional	ADJ
crl-16737	105	33	variables	variable	NOUN
crl-16737	105	34	related	relate	VERB
crl-16737	105	35	to	to	ADP
crl-16737	105	36	students	student	NOUN
crl-16737	105	37	’	'	PUNCT
crl-16737	105	38	use	use	NOUN
crl-16737	105	39	of	of	ADP
crl-16737	105	40	libraries	library	NOUN
crl-16737	105	41	that	that	PRON
crl-16737	105	42	may	may	AUX
crl-16737	105	43	be	be	AUX
crl-16737	105	44	important	important	ADJ
crl-16737	105	45	markers	marker	NOUN
crl-16737	105	46	of	of	ADP
crl-16737	105	47	their	their	PRON
crl-16737	105	48	libraries	library	NOUN
crl-16737	105	49	experiences	experience	NOUN
crl-16737	105	50	;	;	PUNCT
crl-16737	105	51	for	for	ADP
crl-16737	105	52	instance	instance	NOUN
crl-16737	105	53	,	,	PUNCT
crl-16737	105	54	chiteng	chiteng	PROPN
crl-16737	105	55	kot	kot	PROPN
crl-16737	105	56	and	and	CCONJ
crl-16737	105	57	jones45	jones45	PROPN
crl-16737	105	58	found	find	VERB
crl-16737	105	59	that	that	SCONJ
crl-16737	105	60	students	student	NOUN
crl-16737	105	61	’	'	PUNCT
crl-16737	105	62	use	use	NOUN
crl-16737	105	63	of	of	ADP
crl-16737	105	64	study	study	NOUN
crl-16737	105	65	rooms	room	NOUN
crl-16737	105	66	housed	house	VERB
crl-16737	105	67	in	in	ADP
crl-16737	105	68	the	the	DET
crl-16737	105	69	library	library	NOUN
crl-16737	105	70	was	be	AUX
crl-16737	105	71	significantly	significantly	ADV
crl-16737	105	72	associated	associate	VERB
crl-16737	105	73	with	with	ADP
crl-16737	105	74	their	their	PRON
crl-16737	105	75	academic	academic	ADJ
crl-16737	105	76	performance	performance	NOUN
crl-16737	105	77	.	.	PUNCT
crl-16737	106	1	stone	stone	NOUN
crl-16737	106	2	and	and	CCONJ
crl-16737	106	3	ramsden46	ramsden46	NOUN
crl-16737	106	4	discovered	discover	VERB
crl-16737	106	5	that	that	SCONJ
crl-16737	106	6	students	student	NOUN
crl-16737	106	7	identified	identify	VERB
crl-16737	106	8	the	the	DET
crl-16737	106	9	library	library	NOUN
crl-16737	106	10	as	as	ADP
crl-16737	106	11	an	an	DET
crl-16737	106	12	important	important	ADJ
crl-16737	106	13	physical	physical	ADJ
crl-16737	106	14	space	space	NOUN
crl-16737	106	15	to	to	PART
crl-16737	106	16	meet	meet	VERB
crl-16737	106	17	others	other	NOUN
crl-16737	106	18	and	and	CCONJ
crl-16737	106	19	engage	engage	VERB
crl-16737	106	20	in	in	ADP
crl-16737	106	21	collaborative	collaborative	ADJ
crl-16737	106	22	academic	academic	ADJ
crl-16737	106	23	group	group	NOUN
crl-16737	106	24	work	work	NOUN
crl-16737	106	25	.	.	PUNCT
crl-16737	107	1	the	the	DET
crl-16737	107	2	nearest	near	ADJ
crl-16737	107	3	variable	variable	NOUN
crl-16737	107	4	we	we	PRON
crl-16737	107	5	had	have	VERB
crl-16737	107	6	to	to	PART
crl-16737	107	7	capture	capture	VERB
crl-16737	107	8	the	the	DET
crl-16737	107	9	physical	physical	ADJ
crl-16737	107	10	benefits	benefit	NOUN
crl-16737	107	11	of	of	ADP
crl-16737	107	12	academic	academic	ADJ
crl-16737	107	13	libraries	library	NOUN
crl-16737	107	14	in	in	ADP
crl-16737	107	15	our	our	PRON
crl-16737	107	16	study	study	NOUN
crl-16737	107	17	was	be	AUX
crl-16737	107	18	students	student	NOUN
crl-16737	107	19	’	'	PUNCT
crl-16737	107	20	use	use	NOUN
crl-16737	107	21	of	of	ADP
crl-16737	107	22	workstations	workstation	NOUN
crl-16737	107	23	,	,	PUNCT
crl-16737	107	24	although	although	SCONJ
crl-16737	107	25	it	it	PRON
crl-16737	107	26	would	would	AUX
crl-16737	107	27	be	be	AUX
crl-16737	107	28	far	far	ADV
crl-16737	107	29	more	more	ADV
crl-16737	107	30	preferable	preferable	ADJ
crl-16737	107	31	to	to	PART
crl-16737	107	32	use	use	VERB
crl-16737	107	33	variables	variable	NOUN
crl-16737	107	34	such	such	ADJ
crl-16737	107	35	as	as	ADP
crl-16737	107	36	library	library	NOUN
crl-16737	107	37	entrance	entrance	NOUN
crl-16737	107	38	data	datum	NOUN
crl-16737	107	39	or	or	CCONJ
crl-16737	107	40	wi	wi	PROPN
crl-16737	107	41	-	-	PUNCT
crl-16737	107	42	fi	fi	NOUN
crl-16737	107	43	location	location	NOUN
crl-16737	107	44	data	datum	NOUN
crl-16737	107	45	to	to	AUX
crl-16737	107	46	more	more	ADV
crl-16737	107	47	effectively	effectively	ADV
crl-16737	107	48	measure	measure	VERB
crl-16737	107	49	the	the	DET
crl-16737	107	50	impact	impact	NOUN
crl-16737	107	51	of	of	ADP
crl-16737	107	52	the	the	DET
crl-16737	107	53	physical	physical	ADJ
crl-16737	107	54	attributes	attribute	NOUN
crl-16737	107	55	of	of	ADP
crl-16737	107	56	libraries	library	NOUN
crl-16737	107	57	on	on	ADP
crl-16737	107	58	student	student	NOUN
crl-16737	107	59	outcomes	outcome	NOUN
crl-16737	107	60	.	.	PUNCT
crl-16737	108	1	we	we	PRON
crl-16737	108	2	also	also	ADV
crl-16737	108	3	advocate	advocate	VERB
crl-16737	108	4	additional	additional	ADJ
crl-16737	108	5	research	research	NOUN
crl-16737	108	6	on	on	ADP
crl-16737	108	7	the	the	DET
crl-16737	108	8	effectiveness	effectiveness	NOUN
crl-16737	108	9	of	of	ADP
crl-16737	108	10	peer	peer	NOUN
crl-16737	108	11	research	research	NOUN
crl-16737	108	12	consultations	consultation	NOUN
crl-16737	108	13	or	or	CCONJ
crl-16737	108	14	chats	chat	NOUN
crl-16737	108	15	with	with	ADP
crl-16737	108	16	reference	reference	NOUN
crl-16737	108	17	the	the	DET
crl-16737	108	18	impact	impact	NOUN
crl-16737	108	19	of	of	ADP
crl-16737	108	20	academic	academic	ADJ
crl-16737	108	21	library	library	NOUN
crl-16737	108	22	resources	resource	NOUN
crl-16737	108	23	on	on	ADP
crl-16737	108	24	undergraduates	undergraduate	NOUN
crl-16737	108	25	’	'	PUNCT
crl-16737	108	26	degree	degree	NOUN
crl-16737	108	27	completion	completion	NOUN
crl-16737	108	28	821	821	NUM
crl-16737	108	29	librarians	librarian	NOUN
crl-16737	108	30	to	to	PART
crl-16737	108	31	better	well	ADV
crl-16737	108	32	understand	understand	VERB
crl-16737	108	33	whether	whether	SCONJ
crl-16737	108	34	these	these	DET
crl-16737	108	35	services	service	NOUN
crl-16737	108	36	may	may	AUX
crl-16737	108	37	have	have	VERB
crl-16737	108	38	additional	additional	ADJ
crl-16737	108	39	impacts	impact	NOUN
crl-16737	108	40	on	on	ADP
crl-16737	108	41	student	student	NOUN
crl-16737	108	42	outcomes	outcome	NOUN
crl-16737	108	43	if	if	SCONJ
crl-16737	108	44	modified	modify	VERB
crl-16737	108	45	or	or	CCONJ
crl-16737	108	46	moderated	moderate	VERB
crl-16737	108	47	by	by	ADP
crl-16737	108	48	factors	factor	NOUN
crl-16737	108	49	such	such	ADJ
crl-16737	108	50	as	as	ADP
crl-16737	108	51	duration	duration	NOUN
crl-16737	108	52	or	or	CCONJ
crl-16737	108	53	perceived	perceive	VERB
crl-16737	108	54	helpfulness	helpfulness	NOUN
crl-16737	108	55	of	of	ADP
crl-16737	108	56	the	the	DET
crl-16737	108	57	interaction	interaction	NOUN
crl-16737	108	58	.	.	PUNCT
crl-16737	109	1	conclusion	conclusion	NOUN
crl-16737	109	2	given	give	VERB
crl-16737	109	3	the	the	DET
crl-16737	109	4	evidence	evidence	NOUN
crl-16737	109	5	presented	present	VERB
crl-16737	109	6	here	here	ADV
crl-16737	109	7	,	,	PUNCT
crl-16737	109	8	we	we	PRON
crl-16737	109	9	recommend	recommend	VERB
crl-16737	109	10	continued	continued	ADJ
crl-16737	109	11	research	research	NOUN
crl-16737	109	12	on	on	ADP
crl-16737	109	13	the	the	DET
crl-16737	109	14	potential	potential	ADJ
crl-16737	109	15	impacts	impact	NOUN
crl-16737	109	16	of	of	ADP
crl-16737	109	17	academic	academic	ADJ
crl-16737	109	18	libraries	library	NOUN
crl-16737	109	19	on	on	ADP
crl-16737	109	20	students	student	NOUN
crl-16737	109	21	’	'	PUNCT
crl-16737	109	22	outcomes	outcome	NOUN
crl-16737	109	23	.	.	PUNCT
crl-16737	110	1	we	we	PRON
crl-16737	110	2	recommend	recommend	VERB
crl-16737	110	3	that	that	SCONJ
crl-16737	110	4	academic	academic	ADJ
crl-16737	110	5	libraries	library	NOUN
crl-16737	110	6	develop	develop	VERB
crl-16737	110	7	projects	project	NOUN
crl-16737	110	8	of	of	ADP
crl-16737	110	9	their	their	PRON
crl-16737	110	10	own	own	ADJ
crl-16737	110	11	to	to	PART
crl-16737	110	12	determine	determine	VERB
crl-16737	110	13	which	which	PRON
crl-16737	110	14	of	of	ADP
crl-16737	110	15	their	their	PRON
crl-16737	110	16	interventions	intervention	NOUN
crl-16737	110	17	or	or	CCONJ
crl-16737	110	18	services	service	NOUN
crl-16737	110	19	are	be	AUX
crl-16737	110	20	most	most	ADV
crl-16737	110	21	successful	successful	ADJ
crl-16737	110	22	in	in	ADP
crl-16737	110	23	reaching	reach	VERB
crl-16737	110	24	undergraduate	undergraduate	ADJ
crl-16737	110	25	students	student	NOUN
crl-16737	110	26	during	during	ADP
crl-16737	110	27	their	their	PRON
crl-16737	110	28	first	first	ADJ
crl-16737	110	29	year	year	NOUN
crl-16737	110	30	.	.	PUNCT
crl-16737	111	1	furthermore	furthermore	ADV
crl-16737	111	2	,	,	PUNCT
crl-16737	111	3	it	it	PRON
crl-16737	111	4	would	would	AUX
crl-16737	111	5	be	be	AUX
crl-16737	111	6	helpful	helpful	ADJ
crl-16737	111	7	to	to	PART
crl-16737	111	8	expand	expand	VERB
crl-16737	111	9	research	research	NOUN
crl-16737	111	10	in	in	ADP
crl-16737	111	11	this	this	DET
crl-16737	111	12	field	field	NOUN
crl-16737	111	13	to	to	PART
crl-16737	111	14	discover	discover	VERB
crl-16737	111	15	which	which	PRON
crl-16737	111	16	library	library	NOUN
crl-16737	111	17	services	service	NOUN
crl-16737	111	18	lead	lead	VERB
crl-16737	111	19	to	to	ADP
crl-16737	111	20	more	more	ADJ
crl-16737	111	21	engagement	engagement	NOUN
crl-16737	111	22	with	with	ADP
crl-16737	111	23	the	the	DET
crl-16737	111	24	library	library	NOUN
crl-16737	111	25	’s	’s	PART
crl-16737	111	26	resources	resource	NOUN
crl-16737	111	27	throughout	throughout	ADP
crl-16737	111	28	students	student	NOUN
crl-16737	111	29	’	’	PART
crl-16737	111	30	undergraduate	undergraduate	NOUN
crl-16737	111	31	careers	career	NOUN
crl-16737	111	32	.	.	PUNCT
crl-16737	112	1	with	with	ADP
crl-16737	112	2	such	such	ADJ
crl-16737	112	3	information	information	NOUN
crl-16737	112	4	,	,	PUNCT
crl-16737	112	5	libraries	library	NOUN
crl-16737	112	6	can	can	AUX
crl-16737	112	7	make	make	VERB
crl-16737	112	8	decisions	decision	NOUN
crl-16737	112	9	about	about	ADP
crl-16737	112	10	those	those	DET
crl-16737	112	11	mediations	mediation	NOUN
crl-16737	112	12	and	and	CCONJ
crl-16737	112	13	measure	measure	NOUN
crl-16737	112	14	results	result	VERB
crl-16737	112	15	on	on	ADP
crl-16737	112	16	an	an	DET
crl-16737	112	17	ongoing	ongoing	ADJ
crl-16737	112	18	basis	basis	NOUN
crl-16737	112	19	.	.	PUNCT
crl-16737	113	1	we	we	PRON
crl-16737	113	2	encourage	encourage	VERB
crl-16737	113	3	all	all	DET
crl-16737	113	4	academic	academic	ADJ
crl-16737	113	5	libraries	library	NOUN
crl-16737	113	6	to	to	PART
crl-16737	113	7	begin	begin	VERB
crl-16737	113	8	or	or	CCONJ
crl-16737	113	9	continue	continue	VERB
crl-16737	113	10	gathering	gather	VERB
crl-16737	113	11	usage	usage	NOUN
crl-16737	113	12	data	datum	NOUN
crl-16737	113	13	and	and	CCONJ
crl-16737	113	14	mediation	mediation	NOUN
crl-16737	113	15	data	datum	NOUN
crl-16737	113	16	at	at	ADP
crl-16737	113	17	whatever	whatever	DET
crl-16737	113	18	scale	scale	NOUN
crl-16737	113	19	is	be	AUX
crl-16737	113	20	possible	possible	ADJ
crl-16737	113	21	—	—	PUNCT
crl-16737	113	22	and	and	CCONJ
crl-16737	113	23	then	then	ADV
crl-16737	113	24	to	to	PART
crl-16737	113	25	analyze	analyze	VERB
crl-16737	113	26	those	those	DET
crl-16737	113	27	data	datum	NOUN
crl-16737	113	28	in	in	ADP
crl-16737	113	29	ways	way	NOUN
crl-16737	113	30	that	that	PRON
crl-16737	113	31	allow	allow	VERB
crl-16737	113	32	library	library	ADJ
crl-16737	113	33	staff	staff	NOUN
crl-16737	113	34	to	to	PART
crl-16737	113	35	provide	provide	VERB
crl-16737	113	36	the	the	DET
crl-16737	113	37	best	good	ADJ
crl-16737	113	38	possible	possible	ADJ
crl-16737	113	39	experience	experience	NOUN
crl-16737	113	40	for	for	ADP
crl-16737	113	41	all	all	DET
crl-16737	113	42	students	student	NOUN
crl-16737	113	43	.	.	PUNCT
crl-16737	114	1	notes	note	VERB
crl-16737	114	2	1	1	NUM
crl-16737	114	3	.	.	PUNCT
crl-16737	115	1	gaby	gaby	PROPN
crl-16737	115	2	haddow	haddow	VERB
crl-16737	115	3	,	,	PUNCT
crl-16737	115	4	“	"	PUNCT
crl-16737	115	5	academic	academic	ADJ
crl-16737	115	6	library	library	NOUN
crl-16737	115	7	use	use	NOUN
crl-16737	115	8	and	and	CCONJ
crl-16737	115	9	student	student	NOUN
crl-16737	115	10	retention	retention	NOUN
crl-16737	115	11	:	:	PUNCT
crl-16737	115	12	a	a	DET
crl-16737	115	13	quantitative	quantitative	ADJ
crl-16737	115	14	analysis	analysis	NOUN
crl-16737	115	15	,	,	PUNCT
crl-16737	115	16	”	"	PUNCT
crl-16737	115	17	library	library	NOUN
crl-16737	115	18	&	&	CCONJ
crl-16737	115	19	information	information	PROPN
crl-16737	115	20	science	science	PROPN
crl-16737	115	21	research	research	PROPN
crl-16737	115	22	35	35	NUM
crl-16737	115	23	(	(	PUNCT
crl-16737	115	24	2013	2013	NUM
crl-16737	115	25	):	):	PUNCT
crl-16737	115	26	127–36	127–36	NUM
crl-16737	115	27	;	;	PUNCT
crl-16737	115	28	gaby	gaby	PROPN
crl-16737	115	29	haddow	haddow	VERB
crl-16737	115	30	and	and	CCONJ
crl-16737	115	31	jayanthi	jayanthi	PROPN
crl-16737	115	32	joseph	joseph	PROPN
crl-16737	115	33	,	,	PUNCT
crl-16737	115	34	“	"	PUNCT
crl-16737	115	35	loans	loan	NOUN
crl-16737	115	36	,	,	PUNCT
crl-16737	115	37	logins	login	NOUN
crl-16737	115	38	,	,	PUNCT
crl-16737	115	39	and	and	CCONJ
crl-16737	115	40	lasting	last	VERB
crl-16737	115	41	the	the	DET
crl-16737	115	42	course	course	NOUN
crl-16737	115	43	:	:	PUNCT
crl-16737	115	44	academic	academic	ADJ
crl-16737	115	45	library	library	NOUN
crl-16737	115	46	use	use	NOUN
crl-16737	115	47	and	and	CCONJ
crl-16737	115	48	student	student	NOUN
crl-16737	115	49	retention	retention	NOUN
crl-16737	115	50	,	,	PUNCT
crl-16737	115	51	”	"	PUNCT
crl-16737	115	52	australian	australian	ADJ
crl-16737	115	53	academic	academic	NOUN
crl-16737	115	54	&	&	CCONJ
crl-16737	115	55	research	research	PROPN
crl-16737	115	56	libraries	library	NOUN
crl-16737	115	57	41	41	NUM
crl-16737	115	58	,	,	PUNCT
crl-16737	115	59	no	no	INTJ
crl-16737	115	60	.	.	NOUN
crl-16737	115	61	4	4	NUM
crl-16737	115	62	(	(	PUNCT
crl-16737	115	63	2010	2010	NUM
crl-16737	115	64	):	):	PUNCT
crl-16737	115	65	233–44	233–44	NUM
crl-16737	115	66	;	;	PUNCT
crl-16737	115	67	elizabeth	elizabeth	PROPN
crl-16737	115	68	m.	m.	PROPN
crl-16737	115	69	mezick	mezick	PROPN
crl-16737	115	70	,	,	PUNCT
crl-16737	115	71	“	"	PUNCT
crl-16737	115	72	return	return	VERB
crl-16737	115	73	on	on	ADP
crl-16737	115	74	investment	investment	NOUN
crl-16737	115	75	:	:	PUNCT
crl-16737	115	76	libraries	library	NOUN
crl-16737	115	77	and	and	CCONJ
crl-16737	115	78	student	student	NOUN
crl-16737	115	79	retention	retention	NOUN
crl-16737	115	80	,	,	PUNCT
crl-16737	115	81	”	"	PUNCT
crl-16737	115	82	journal	journal	NOUN
crl-16737	115	83	of	of	ADP
crl-16737	115	84	academic	academic	ADJ
crl-16737	115	85	librarianship	librarianship	NOUN
crl-16737	115	86	33	33	NUM
crl-16737	115	87	,	,	PUNCT
crl-16737	115	88	no	no	INTJ
crl-16737	115	89	.	.	NOUN
crl-16737	115	90	5	5	NUM
crl-16737	115	91	(	(	PUNCT
crl-16737	115	92	2007	2007	NUM
crl-16737	115	93	):	):	PUNCT
crl-16737	115	94	561–66	561–66	PROPN
crl-16737	115	95	,	,	PUNCT
crl-16737	115	96	doi:10.1016	doi:10.1016	PROPN
crl-16737	115	97	/	/	SYM
crl-16737	115	98	j.acalib.2007.05.002	j.acalib.2007.05.002	PROPN
crl-16737	115	99	;	;	PUNCT
crl-16737	115	100	krista	krista	PROPN
crl-16737	115	101	m.	m.	PROPN
crl-16737	115	102	soria	soria	PROPN
crl-16737	115	103	,	,	PUNCT
crl-16737	115	104	jan	jan	PROPN
crl-16737	115	105	fransen	fransen	PROPN
crl-16737	115	106	,	,	PUNCT
crl-16737	115	107	and	and	CCONJ
crl-16737	115	108	shane	shane	PROPN
crl-16737	115	109	nackerud	nackerud	PROPN
crl-16737	115	110	,	,	PUNCT
crl-16737	115	111	“	"	PUNCT
crl-16737	115	112	library	library	NOUN
crl-16737	115	113	use	use	NOUN
crl-16737	115	114	and	and	CCONJ
crl-16737	115	115	undergraduate	undergraduate	ADJ
crl-16737	115	116	student	student	NOUN
crl-16737	115	117	outcomes	outcome	NOUN
crl-16737	115	118	:	:	PUNCT
crl-16737	115	119	new	new	ADJ
crl-16737	115	120	evidence	evidence	NOUN
crl-16737	115	121	for	for	ADP
crl-16737	115	122	students	student	NOUN
crl-16737	115	123	retention	retention	NOUN
crl-16737	115	124	and	and	CCONJ
crl-16737	115	125	academci	academci	NOUN
crl-16737	115	126	success	success	NOUN
crl-16737	115	127	,	,	PUNCT
crl-16737	115	128	”	"	PUNCT
crl-16737	115	129	portal	portal	ADJ
crl-16737	115	130	:	:	PUNCT
crl-16737	115	131	libraries	library	NOUN
crl-16737	115	132	and	and	CCONJ
crl-16737	115	133	the	the	DET
crl-16737	115	134	academy	academy	NOUN
crl-16737	115	135	13	13	NUM
crl-16737	115	136	,	,	PUNCT
crl-16737	115	137	no	no	INTJ
crl-16737	115	138	.	.	NOUN
crl-16737	115	139	2	2	NUM
crl-16737	115	140	(	(	PUNCT
crl-16737	115	141	2013	2013	NUM
crl-16737	115	142	):	):	PUNCT
crl-16737	115	143	147–64	147–64	NUM
crl-16737	115	144	,	,	PUNCT
crl-16737	115	145	doi:10.1353	doi:10.1353	NOUN
crl-16737	115	146	/	/	SYM
crl-16737	115	147	pla.2013.0010	pla.2013.0010	PROPN
crl-16737	115	148	;	;	PUNCT
crl-16737	115	149	krista	krista	PROPN
crl-16737	115	150	m.	m.	PROPN
crl-16737	115	151	soria	soria	PROPN
crl-16737	115	152	,	,	PUNCT
crl-16737	115	153	jan	jan	PROPN
crl-16737	115	154	fransen	fransen	PROPN
crl-16737	115	155	,	,	PUNCT
crl-16737	115	156	and	and	CCONJ
crl-16737	115	157	shane	shane	PROPN
crl-16737	115	158	nackerud	nackerud	PROPN
crl-16737	115	159	,	,	PUNCT
crl-16737	115	160	“	"	PUNCT
crl-16737	115	161	stacks	stack	NOUN
crl-16737	115	162	,	,	PUNCT
crl-16737	115	163	serials	serial	NOUN
crl-16737	115	164	,	,	PUNCT
crl-16737	115	165	search	search	NOUN
crl-16737	115	166	engines	engine	NOUN
crl-16737	115	167	,	,	PUNCT
crl-16737	115	168	and	and	CCONJ
crl-16737	115	169	students	student	NOUN
crl-16737	115	170	’	'	PUNCT
crl-16737	115	171	success	success	NOUN
crl-16737	115	172	:	:	PUNCT
crl-16737	115	173	first	first	ADJ
crl-16737	115	174	-	-	PUNCT
crl-16737	115	175	year	year	NOUN
crl-16737	115	176	undergraduate	undergraduate	NOUN
crl-16737	115	177	students	student	NOUN
crl-16737	115	178	’	'	PUNCT
crl-16737	115	179	library	library	NOUN
crl-16737	115	180	use	use	NOUN
crl-16737	115	181	,	,	PUNCT
crl-16737	115	182	academic	academic	ADJ
crl-16737	115	183	achievement	achievement	NOUN
crl-16737	115	184	,	,	PUNCT
crl-16737	115	185	and	and	CCONJ
crl-16737	115	186	retention	retention	NOUN
crl-16737	115	187	,	,	PUNCT
crl-16737	115	188	”	"	PUNCT
crl-16737	115	189	journal	journal	NOUN
crl-16737	115	190	of	of	ADP
crl-16737	115	191	academic	academic	ADJ
crl-16737	115	192	librarianship	librarianship	NOUN
crl-16737	115	193	40	40	NUM
crl-16737	115	194	,	,	PUNCT
crl-16737	115	195	no	no	INTJ
crl-16737	115	196	.	.	NOUN
crl-16737	115	197	1	1	NUM
crl-16737	115	198	(	(	PUNCT
crl-16737	115	199	2014	2014	NUM
crl-16737	115	200	):	):	PUNCT
crl-16737	115	201	84–91	84–91	NUM
crl-16737	115	202	.	.	NOUN
crl-16737	116	1	2	2	X
crl-16737	116	2	.	.	X
crl-16737	116	3	felly	felly	ADV
crl-16737	116	4	chiteng	chiteng	PROPN
crl-16737	116	5	kot	kot	PROPN
crl-16737	116	6	and	and	CCONJ
crl-16737	116	7	jennifer	jennifer	PROPN
crl-16737	116	8	l.	l.	PROPN
crl-16737	116	9	jones	jones	PROPN
crl-16737	116	10	,	,	PUNCT
crl-16737	116	11	“	"	PUNCT
crl-16737	116	12	the	the	DET
crl-16737	116	13	impact	impact	NOUN
crl-16737	116	14	of	of	ADP
crl-16737	116	15	library	library	ADJ
crl-16737	116	16	resource	resource	NOUN
crl-16737	116	17	utilization	utilization	NOUN
crl-16737	116	18	on	on	ADP
crl-16737	116	19	undergraduate	undergraduate	ADJ
crl-16737	116	20	students	student	NOUN
crl-16737	116	21	’	'	PUNCT
crl-16737	116	22	academic	academic	ADJ
crl-16737	116	23	performance	performance	NOUN
crl-16737	116	24	:	:	PUNCT
crl-16737	116	25	a	a	DET
crl-16737	116	26	propensity	propensity	NOUN
crl-16737	116	27	score	score	NOUN
crl-16737	116	28	matching	matching	NOUN
crl-16737	116	29	design	design	NOUN
crl-16737	116	30	,	,	PUNCT
crl-16737	116	31	”	"	PUNCT
crl-16737	116	32	college	college	PROPN
crl-16737	116	33	&	&	CCONJ
crl-16737	116	34	research	research	PROPN
crl-16737	116	35	libraries	library	NOUN
crl-16737	116	36	76	76	NUM
crl-16737	116	37	,	,	PUNCT
crl-16737	116	38	no	no	INTJ
crl-16737	116	39	.	.	NOUN
crl-16737	116	40	5	5	NUM
crl-16737	116	41	(	(	PUNCT
crl-16737	116	42	2015	2015	NUM
crl-16737	116	43	):	):	PUNCT
crl-16737	116	44	566–86	566–86	NUM
crl-16737	116	45	;	;	PUNCT
crl-16737	116	46	soria	soria	PROPN
crl-16737	116	47	,	,	PUNCT
crl-16737	116	48	fransen	fransen	ADJ
crl-16737	116	49	,	,	PUNCT
crl-16737	116	50	and	and	CCONJ
crl-16737	116	51	nackerud	nackerud	VERB
crl-16737	116	52	,	,	PUNCT
crl-16737	116	53	“	"	PUNCT
crl-16737	116	54	library	library	NOUN
crl-16737	116	55	use	use	NOUN
crl-16737	116	56	and	and	CCONJ
crl-16737	116	57	undergraduate	undergraduate	ADJ
crl-16737	116	58	student	student	NOUN
crl-16737	116	59	outcomes	outcome	NOUN
crl-16737	116	60	”	"	PUNCT
crl-16737	116	61	;	;	PUNCT
crl-16737	116	62	soria	soria	PROPN
crl-16737	116	63	,	,	PUNCT
crl-16737	116	64	fransen	fransen	ADJ
crl-16737	116	65	,	,	PUNCT
crl-16737	116	66	and	and	CCONJ
crl-16737	116	67	nackerud	nackerud	VERB
crl-16737	116	68	,	,	PUNCT
crl-16737	116	69	“	"	PUNCT
crl-16737	116	70	stacks	stack	NOUN
crl-16737	116	71	,	,	PUNCT
crl-16737	116	72	serials	serial	NOUN
crl-16737	116	73	,	,	PUNCT
crl-16737	116	74	search	search	NOUN
crl-16737	116	75	engines	engine	NOUN
crl-16737	116	76	,	,	PUNCT
crl-16737	116	77	and	and	CCONJ
crl-16737	116	78	students	student	NOUN
crl-16737	116	79	’	'	PUNCT
crl-16737	116	80	success	success	NOUN
crl-16737	116	81	”	"	PUNCT
crl-16737	116	82	;	;	PUNCT
crl-16737	116	83	shun	shun	PROPN
crl-16737	116	84	han	han	PROPN
crl-16737	116	85	rebekah	rebekah	PROPN
crl-16737	116	86	wong	wong	PROPN
crl-16737	116	87	and	and	CCONJ
crl-16737	116	88	t.d	t.d	PROPN
crl-16737	116	89	.	.	PROPN
crl-16737	116	90	webb	webb	PROPN
crl-16737	116	91	,	,	PUNCT
crl-16737	116	92	“	"	PUNCT
crl-16737	116	93	uncovering	uncover	VERB
crl-16737	116	94	meaningful	meaningful	ADJ
crl-16737	116	95	correlation	correlation	NOUN
crl-16737	116	96	between	between	ADP
crl-16737	116	97	student	student	NOUN
crl-16737	116	98	academic	academic	ADJ
crl-16737	116	99	performance	performance	NOUN
crl-16737	116	100	and	and	CCONJ
crl-16737	116	101	library	library	NOUN
crl-16737	116	102	material	material	NOUN
crl-16737	116	103	usage	usage	NOUN
crl-16737	116	104	,	,	PUNCT
crl-16737	116	105	”	"	PUNCT
crl-16737	116	106	college	college	PROPN
crl-16737	116	107	&	&	CCONJ
crl-16737	116	108	research	research	PROPN
crl-16737	116	109	libraries	library	NOUN
crl-16737	116	110	72	72	NUM
crl-16737	116	111	,	,	PUNCT
crl-16737	116	112	no	no	INTJ
crl-16737	116	113	.	.	NOUN
crl-16737	116	114	4	4	NUM
crl-16737	116	115	(	(	PUNCT
crl-16737	116	116	2011	2011	NUM
crl-16737	116	117	):	):	PUNCT
crl-16737	116	118	361–70	361–70	NUM
crl-16737	116	119	.	.	PUNCT
crl-16737	117	1	3	3	NUM
crl-16737	117	2	.	.	X
crl-16737	117	3	gregory	gregory	PROPN
crl-16737	117	4	a.	a.	PROPN
crl-16737	117	5	crawford	crawford	PROPN
crl-16737	117	6	,	,	PUNCT
crl-16737	117	7	“	"	PUNCT
crl-16737	117	8	the	the	DET
crl-16737	117	9	academic	academic	ADJ
crl-16737	117	10	library	library	NOUN
crl-16737	117	11	and	and	CCONJ
crl-16737	117	12	student	student	NOUN
crl-16737	117	13	retention	retention	NOUN
crl-16737	117	14	and	and	CCONJ
crl-16737	117	15	graduation	graduation	NOUN
crl-16737	117	16	:	:	PUNCT
crl-16737	117	17	an	an	DET
crl-16737	117	18	exploratory	exploratory	ADJ
crl-16737	117	19	study	study	NOUN
crl-16737	117	20	,	,	PUNCT
crl-16737	117	21	”	"	PUNCT
crl-16737	117	22	portal	portal	ADJ
crl-16737	117	23	:	:	PUNCT
crl-16737	117	24	libraries	library	NOUN
crl-16737	117	25	and	and	CCONJ
crl-16737	117	26	the	the	DET
crl-16737	117	27	academy	academy	NOUN
crl-16737	117	28	15	15	NUM
crl-16737	117	29	,	,	PUNCT
crl-16737	117	30	no	no	INTJ
crl-16737	117	31	.	.	NOUN
crl-16737	117	32	1	1	NUM
crl-16737	117	33	(	(	PUNCT
crl-16737	117	34	2015	2015	NUM
crl-16737	117	35	):	):	PUNCT
crl-16737	117	36	41–57	41–57	NUM
crl-16737	117	37	;	;	PUNCT
crl-16737	117	38	megan	megan	NOUN
crl-16737	117	39	oakleaf	oakleaf	NOUN
crl-16737	117	40	,	,	PUNCT
crl-16737	117	41	the	the	DET
crl-16737	117	42	value	value	NOUN
crl-16737	117	43	of	of	ADP
crl-16737	117	44	academic	academic	ADJ
crl-16737	117	45	libraries	library	NOUN
crl-16737	117	46	(	(	PUNCT
crl-16737	117	47	chicago	chicago	PROPN
crl-16737	117	48	,	,	PUNCT
crl-16737	117	49	ill	ill	PROPN
crl-16737	117	50	.	.	PUNCT
crl-16737	117	51	:	:	PUNCT
crl-16737	117	52	association	association	PROPN
crl-16737	117	53	of	of	ADP
crl-16737	117	54	college	college	PROPN
crl-16737	117	55	&	&	CCONJ
crl-16737	117	56	research	research	PROPN
crl-16737	117	57	libraries	library	NOUN
crl-16737	117	58	,	,	PUNCT
crl-16737	117	59	2010	2010	NUM
crl-16737	117	60	)	)	PUNCT
crl-16737	117	61	.	.	PUNCT
crl-16737	118	1	4	4	X
crl-16737	118	2	.	.	X
crl-16737	118	3	graham	graham	PROPN
crl-16737	118	4	stone	stone	PROPN
crl-16737	118	5	and	and	CCONJ
crl-16737	118	6	bryony	bryony	PROPN
crl-16737	118	7	ramsden	ramsden	PROPN
crl-16737	118	8	,	,	PUNCT
crl-16737	118	9	“	"	PUNCT
crl-16737	118	10	library	library	NOUN
crl-16737	118	11	impact	impact	NOUN
crl-16737	118	12	data	datum	NOUN
crl-16737	118	13	project	project	NOUN
crl-16737	118	14	:	:	PUNCT
crl-16737	118	15	looking	look	VERB
crl-16737	118	16	for	for	ADP
crl-16737	118	17	the	the	DET
crl-16737	118	18	link	link	NOUN
crl-16737	118	19	between	between	ADP
crl-16737	118	20	library	library	ADJ
crl-16737	118	21	usage	usage	NOUN
crl-16737	118	22	and	and	CCONJ
crl-16737	118	23	student	student	NOUN
crl-16737	118	24	attainment	attainment	NOUN
crl-16737	118	25	,	,	PUNCT
crl-16737	118	26	”	"	PUNCT
crl-16737	118	27	college	college	PROPN
crl-16737	118	28	&	&	CCONJ
crl-16737	118	29	research	research	PROPN
crl-16737	118	30	libraries	library	NOUN
crl-16737	118	31	74	74	NUM
crl-16737	118	32	,	,	PUNCT
crl-16737	118	33	no	no	INTJ
crl-16737	118	34	.	.	NOUN
crl-16737	118	35	6	6	NUM
crl-16737	118	36	(	(	PUNCT
crl-16737	118	37	2013	2013	NUM
crl-16737	118	38	):	):	PUNCT
crl-16737	118	39	546–59	546–59	PROPN
crl-16737	118	40	.	.	NOUN
crl-16737	118	41	5	5	NUM
crl-16737	118	42	.	.	X
crl-16737	118	43	crawford	crawford	PROPN
crl-16737	118	44	,	,	PUNCT
crl-16737	118	45	“	"	PUNCT
crl-16737	118	46	the	the	DET
crl-16737	118	47	academic	academic	ADJ
crl-16737	118	48	library	library	NOUN
crl-16737	118	49	and	and	CCONJ
crl-16737	118	50	student	student	NOUN
crl-16737	118	51	retention	retention	NOUN
crl-16737	118	52	and	and	CCONJ
crl-16737	118	53	graduation	graduation	NOUN
crl-16737	118	54	”	"	PUNCT
crl-16737	118	55	;	;	PUNCT
crl-16737	118	56	sidney	sidney	PROPN
crl-16737	118	57	eng	eng	PROPN
crl-16737	118	58	and	and	CCONJ
crl-16737	118	59	derek	derek	PROPN
crl-16737	118	60	stadler	stadler	NOUN
crl-16737	118	61	,	,	PUNCT
crl-16737	118	62	“	"	PUNCT
crl-16737	118	63	linking	link	VERB
crl-16737	118	64	library	library	NOUN
crl-16737	118	65	to	to	PART
crl-16737	118	66	student	student	NOUN
crl-16737	118	67	retention	retention	NOUN
crl-16737	118	68	:	:	PUNCT
crl-16737	118	69	a	a	DET
crl-16737	118	70	statistical	statistical	ADJ
crl-16737	118	71	analysis	analysis	NOUN
crl-16737	118	72	,	,	PUNCT
crl-16737	118	73	”	"	PUNCT
crl-16737	118	74	evidence	evidence	NOUN
crl-16737	118	75	based	base	VERB
crl-16737	118	76	library	library	NOUN
crl-16737	118	77	and	and	CCONJ
crl-16737	118	78	information	information	NOUN
crl-16737	118	79	practice	practice	NOUN
crl-16737	118	80	10	10	NUM
crl-16737	118	81	,	,	PUNCT
crl-16737	118	82	no	no	INTJ
crl-16737	118	83	.	.	NOUN
crl-16737	118	84	3	3	NUM
crl-16737	118	85	(	(	PUNCT
crl-16737	118	86	2015	2015	NUM
crl-16737	118	87	):	):	PUNCT
crl-16737	118	88	50–63	50–63	NUM
crl-16737	118	89	;	;	PUNCT
crl-16737	118	90	elizabeth	elizabeth	PROPN
crl-16737	118	91	m.	m.	PROPN
crl-16737	118	92	mezick	mezick	PROPN
crl-16737	118	93	,	,	PUNCT
crl-16737	118	94	“	"	PUNCT
crl-16737	118	95	return	return	VERB
crl-16737	118	96	on	on	ADP
crl-16737	118	97	investment	investment	NOUN
crl-16737	118	98	:	:	PUNCT
crl-16737	118	99	libraries	library	NOUN
crl-16737	118	100	and	and	CCONJ
crl-16737	118	101	student	student	NOUN
crl-16737	118	102	retention	retention	NOUN
crl-16737	118	103	,	,	PUNCT
crl-16737	118	104	”	"	PUNCT
crl-16737	118	105	journal	journal	NOUN
crl-16737	118	106	of	of	ADP
crl-16737	118	107	academic	academic	ADJ
crl-16737	118	108	librarianship	librarianship	NOUN
crl-16737	118	109	33	33	NUM
crl-16737	118	110	,	,	PUNCT
crl-16737	118	111	no	no	INTJ
crl-16737	118	112	.	.	NOUN
crl-16737	118	113	5	5	NUM
crl-16737	118	114	(	(	PUNCT
crl-16737	118	115	2007	2007	NUM
crl-16737	118	116	):	):	PUNCT
crl-16737	118	117	561–66	561–66	PROPN
crl-16737	118	118	,	,	PUNCT
crl-16737	118	119	doi:10.1016	doi:10.1016	PROPN
crl-16737	118	120	/	/	SYM
crl-16737	118	121	j.acalib.2007.05.002	j.acalib.2007.05.002	NOUN
crl-16737	118	122	.	.	PROPN
crl-16737	119	1	6	6	NUM
crl-16737	119	2	.	.	X
crl-16737	119	3	boris	boris	PROPN
crl-16737	119	4	teske	teske	PROPN
crl-16737	119	5	,	,	PUNCT
crl-16737	119	6	michael	michael	PROPN
crl-16737	119	7	dicarlo	dicarlo	PROPN
crl-16737	119	8	,	,	PUNCT
crl-16737	119	9	and	and	CCONJ
crl-16737	119	10	dexter	dexter	PROPN
crl-16737	119	11	cahoy	cahoy	PROPN
crl-16737	119	12	,	,	PUNCT
crl-16737	119	13	“	"	PUNCT
crl-16737	119	14	libraries	library	NOUN
crl-16737	119	15	and	and	CCONJ
crl-16737	119	16	student	student	NOUN
crl-16737	119	17	persistence	persistence	NOUN
crl-16737	119	18	in	in	ADP
crl-16737	119	19	southern	southern	ADJ
crl-16737	119	20	colleges	college	NOUN
crl-16737	119	21	and	and	CCONJ
crl-16737	119	22	universities	university	NOUN
crl-16737	119	23	,	,	PUNCT
crl-16737	119	24	”	"	PUNCT
crl-16737	119	25	reference	reference	NOUN
crl-16737	119	26	services	service	NOUN
crl-16737	119	27	review	review	VERB
crl-16737	119	28	41	41	NUM
crl-16737	119	29	,	,	PUNCT
crl-16737	119	30	no	no	INTJ
crl-16737	119	31	.	.	NOUN
crl-16737	119	32	2	2	NUM
crl-16737	119	33	(	(	PUNCT
crl-16737	119	34	2013	2013	NUM
crl-16737	119	35	):	):	PUNCT
crl-16737	119	36	1–13	1–13	NOUN
crl-16737	119	37	.	.	PUNCT
crl-16737	120	1	7	7	X
crl-16737	120	2	.	.	X
crl-16737	120	3	mark	mark	PROPN
crl-16737	120	4	emmons	emmons	PROPN
crl-16737	120	5	and	and	CCONJ
crl-16737	120	6	frances	frances	PROPN
crl-16737	120	7	c.	c.	PROPN
crl-16737	120	8	wilkinson	wilkinson	PROPN
crl-16737	120	9	,	,	PUNCT
crl-16737	120	10	“	"	PUNCT
crl-16737	120	11	the	the	DET
crl-16737	120	12	academic	academic	ADJ
crl-16737	120	13	library	library	NOUN
crl-16737	120	14	impact	impact	NOUN
crl-16737	120	15	on	on	ADP
crl-16737	120	16	student	student	NOUN
crl-16737	120	17	persistence	persistence	NOUN
crl-16737	120	18	,	,	PUNCT
crl-16737	120	19	”	"	PUNCT
crl-16737	120	20	college	college	PROPN
crl-16737	120	21	&	&	CCONJ
crl-16737	120	22	research	research	PROPN
crl-16737	120	23	libraries	library	NOUN
crl-16737	120	24	72	72	NUM
crl-16737	120	25	,	,	PUNCT
crl-16737	120	26	no	no	INTJ
crl-16737	120	27	.	.	NOUN
crl-16737	120	28	2	2	NUM
crl-16737	120	29	(	(	PUNCT
crl-16737	120	30	2011	2011	NUM
crl-16737	120	31	):	):	PUNCT
crl-16737	120	32	128–50	128–50	NUM
crl-16737	120	33	.	.	PUNCT
crl-16737	121	1	8	8	X
crl-16737	121	2	.	.	X
crl-16737	121	3	eng	eng	PROPN
crl-16737	121	4	and	and	CCONJ
crl-16737	121	5	stadler	stadl	ADJ
crl-16737	121	6	,	,	PUNCT
crl-16737	121	7	“	"	PUNCT
crl-16737	121	8	linking	link	VERB
crl-16737	121	9	library	library	NOUN
crl-16737	121	10	to	to	ADP
crl-16737	121	11	student	student	NOUN
crl-16737	121	12	retention	retention	NOUN
crl-16737	121	13	.	.	PUNCT
crl-16737	121	14	”	"	PUNCT
crl-16737	122	1	9	9	NUM
crl-16737	122	2	.	.	X
crl-16737	122	3	soria	soria	PROPN
crl-16737	122	4	,	,	PUNCT
crl-16737	122	5	fransen	fransen	ADJ
crl-16737	122	6	,	,	PUNCT
crl-16737	122	7	and	and	CCONJ
crl-16737	122	8	nackerud	nackerud	VERB
crl-16737	122	9	,	,	PUNCT
crl-16737	122	10	“	"	PUNCT
crl-16737	122	11	library	library	NOUN
crl-16737	122	12	use	use	NOUN
crl-16737	122	13	and	and	CCONJ
crl-16737	122	14	undergraduate	undergraduate	ADJ
crl-16737	122	15	student	student	NOUN
crl-16737	122	16	outcomes	outcome	NOUN
crl-16737	122	17	.	.	PUNCT
crl-16737	122	18	”	"	PUNCT
crl-16737	123	1	10	10	NUM
crl-16737	123	2	.	.	PUNCT
crl-16737	123	3	soria	soria	PROPN
crl-16737	123	4	,	,	PUNCT
crl-16737	123	5	fransen	fransen	ADJ
crl-16737	123	6	,	,	PUNCT
crl-16737	123	7	and	and	CCONJ
crl-16737	123	8	nackerud	nackerud	VERB
crl-16737	123	9	,	,	PUNCT
crl-16737	123	10	“	"	PUNCT
crl-16737	123	11	stacks	stack	NOUN
crl-16737	123	12	,	,	PUNCT
crl-16737	123	13	serials	serial	NOUN
crl-16737	123	14	,	,	PUNCT
crl-16737	123	15	search	search	NOUN
crl-16737	123	16	engines	engine	NOUN
crl-16737	123	17	,	,	PUNCT
crl-16737	123	18	and	and	CCONJ
crl-16737	123	19	students	student	NOUN
crl-16737	123	20	’	'	PUNCT
crl-16737	123	21	success	success	NOUN
crl-16737	123	22	.	.	PUNCT
crl-16737	123	23	”	"	PUNCT
crl-16737	124	1	11	11	NUM
crl-16737	124	2	.	.	PUNCT
crl-16737	124	3	chiteng	chiteng	PROPN
crl-16737	124	4	kot	kot	PROPN
crl-16737	124	5	and	and	CCONJ
crl-16737	124	6	jones	jones	PROPN
crl-16737	124	7	,	,	PUNCT
crl-16737	124	8	“	"	PUNCT
crl-16737	124	9	the	the	DET
crl-16737	124	10	impact	impact	NOUN
crl-16737	124	11	of	of	ADP
crl-16737	124	12	library	library	ADJ
crl-16737	124	13	resource	resource	NOUN
crl-16737	124	14	utilization	utilization	NOUN
crl-16737	124	15	on	on	ADP
crl-16737	124	16	undergraduate	undergraduate	ADJ
crl-16737	124	17	students	student	NOUN
crl-16737	124	18	’	'	PUNCT
crl-16737	124	19	academic	academic	ADJ
crl-16737	124	20	performance	performance	NOUN
crl-16737	124	21	,	,	PUNCT
crl-16737	124	22	”	"	PUNCT
crl-16737	124	23	568–69	568–69	NUM
crl-16737	124	24	.	.	PUNCT
crl-16737	125	1	12	12	NUM
crl-16737	125	2	.	.	PUNCT
crl-16737	125	3	ibid	ibid	NOUN
crl-16737	125	4	.	.	PUNCT
crl-16737	126	1	13	13	NUM
crl-16737	126	2	.	.	PUNCT
crl-16737	127	1	alexander	alexander	PROPN
crl-16737	127	2	w.	w.	PROPN
crl-16737	127	3	astin	astin	PROPN
crl-16737	127	4	,	,	PUNCT
crl-16737	127	5	what	what	PRON
crl-16737	127	6	matters	matter	VERB
crl-16737	127	7	in	in	ADP
crl-16737	127	8	college	college	NOUN
crl-16737	127	9	:	:	PUNCT
crl-16737	127	10	four	four	NUM
crl-16737	127	11	critical	critical	ADJ
crl-16737	127	12	years	year	NOUN
crl-16737	127	13	revisited	revisit	VERB
crl-16737	127	14	(	(	PUNCT
crl-16737	127	15	san	san	PROPN
crl-16737	127	16	francisco	francisco	PROPN
crl-16737	127	17	,	,	PUNCT
crl-16737	127	18	https://doi.org/10.1016/j.acalib.2007.05.002	https://doi.org/10.1016/j.acalib.2007.05.002	PRON
crl-16737	127	19	https://doi.org10.1353	https://doi.org10.1353	NOUN
crl-16737	127	20	/	/	SYM
crl-16737	127	21	pla.2013.0010	pla.2013.0010	PROPN
crl-16737	127	22	https://doi.org/10.1016/j.acalib.2007.05.002	https://doi.org/10.1016/j.acalib.2007.05.002	NOUN
crl-16737	127	23	822	822	NUM
crl-16737	127	24	college	college	PROPN
crl-16737	127	25	&	&	CCONJ
crl-16737	127	26	research	research	PROPN
crl-16737	127	27	libraries	library	NOUN
crl-16737	127	28	september	september	PROPN
crl-16737	127	29	2017	2017	NUM
crl-16737	127	30	calif	calif	PROPN
crl-16737	127	31	.	.	PUNCT
crl-16737	127	32	:	:	PUNCT
crl-16737	127	33	jossey	jossey	NOUN
crl-16737	127	34	-	-	PUNCT
crl-16737	127	35	bass	bass	NOUN
crl-16737	127	36	,	,	PUNCT
crl-16737	127	37	1993	1993	NUM
crl-16737	127	38	)	)	PUNCT
crl-16737	127	39	.	.	PUNCT
crl-16737	128	1	14	14	NUM
crl-16737	128	2	.	.	PUNCT
crl-16737	129	1	peter	peter	PROPN
crl-16737	129	2	c.	c.	PROPN
crl-16737	129	3	austin	austin	PROPN
crl-16737	129	4	,	,	PUNCT
crl-16737	129	5	“	"	PUNCT
crl-16737	129	6	an	an	DET
crl-16737	129	7	introduction	introduction	NOUN
crl-16737	129	8	to	to	ADP
crl-16737	129	9	propensity	propensity	NOUN
crl-16737	129	10	score	score	NOUN
crl-16737	129	11	methods	method	NOUN
crl-16737	129	12	for	for	ADP
crl-16737	129	13	reducing	reduce	VERB
crl-16737	129	14	the	the	DET
crl-16737	129	15	effects	effect	NOUN
crl-16737	129	16	of	of	ADP
crl-16737	129	17	confounding	confound	VERB
crl-16737	129	18	in	in	ADP
crl-16737	129	19	observational	observational	ADJ
crl-16737	129	20	studies	study	NOUN
crl-16737	129	21	,	,	PUNCT
crl-16737	129	22	”	"	PUNCT
crl-16737	129	23	multivariate	multivariate	VERB
crl-16737	129	24	behavioral	behavioral	ADJ
crl-16737	129	25	research	research	NOUN
crl-16737	129	26	46	46	NUM
crl-16737	129	27	,	,	PUNCT
crl-16737	129	28	no	no	INTJ
crl-16737	129	29	.	.	NOUN
crl-16737	129	30	2	2	NUM
crl-16737	129	31	(	(	PUNCT
crl-16737	129	32	2011	2011	NUM
crl-16737	129	33	):	):	PUNCT
crl-16737	129	34	399–424	399–424	NUM
crl-16737	129	35	.	.	NOUN
crl-16737	129	36	15	15	NUM
crl-16737	129	37	.	.	PUNCT
crl-16737	130	1	tatiana	tatiana	PROPN
crl-16737	130	2	melguizo	melguizo	PROPN
crl-16737	130	3	,	,	PUNCT
crl-16737	130	4	gregory	gregory	PROPN
crl-16737	130	5	s.	s.	PROPN
crl-16737	130	6	kienzl	kienzl	PROPN
crl-16737	130	7	,	,	PUNCT
crl-16737	130	8	and	and	CCONJ
crl-16737	130	9	mariana	mariana	PROPN
crl-16737	130	10	alfonso	alfonso	PROPN
crl-16737	130	11	,	,	PUNCT
crl-16737	130	12	“	"	PUNCT
crl-16737	130	13	comparing	compare	VERB
crl-16737	130	14	the	the	DET
crl-16737	130	15	educational	educational	ADJ
crl-16737	130	16	attainment	attainment	NOUN
crl-16737	130	17	of	of	ADP
crl-16737	130	18	community	community	NOUN
crl-16737	130	19	college	college	NOUN
crl-16737	130	20	transfer	transfer	NOUN
crl-16737	130	21	students	student	NOUN
crl-16737	130	22	and	and	CCONJ
crl-16737	130	23	four	four	NUM
crl-16737	130	24	-	-	PUNCT
crl-16737	130	25	year	year	NOUN
crl-16737	130	26	college	college	NOUN
crl-16737	130	27	rising	rise	VERB
crl-16737	130	28	juniors	junior	NOUN
crl-16737	130	29	using	use	VERB
crl-16737	130	30	propensity	propensity	NOUN
crl-16737	130	31	score	score	NOUN
crl-16737	130	32	matching	matching	NOUN
crl-16737	130	33	methods	method	NOUN
crl-16737	130	34	,	,	PUNCT
crl-16737	130	35	”	"	PUNCT
crl-16737	130	36	journal	journal	NOUN
crl-16737	130	37	of	of	ADP
crl-16737	130	38	higher	high	ADJ
crl-16737	130	39	education	education	NOUN
crl-16737	130	40	82	82	NUM
crl-16737	130	41	,	,	PUNCT
crl-16737	130	42	no	no	INTJ
crl-16737	130	43	.	.	NOUN
crl-16737	130	44	3	3	NUM
crl-16737	130	45	(	(	PUNCT
crl-16737	130	46	2011	2011	NUM
crl-16737	130	47	):	):	PUNCT
crl-16737	130	48	265–91	265–91	NOUN
crl-16737	130	49	.	.	PUNCT
crl-16737	131	1	16	16	NUM
crl-16737	131	2	.	.	PUNCT
crl-16737	132	1	sascha	sascha	PROPN
crl-16737	132	2	o.	o.	PROPN
crl-16737	132	3	becker	becker	PROPN
crl-16737	132	4	and	and	CCONJ
crl-16737	132	5	andrea	andrea	PROPN
crl-16737	132	6	ichino	ichino	PROPN
crl-16737	132	7	,	,	PUNCT
crl-16737	132	8	“	"	PUNCT
crl-16737	132	9	estimation	estimation	NOUN
crl-16737	132	10	of	of	ADP
crl-16737	132	11	average	average	ADJ
crl-16737	132	12	treatment	treatment	NOUN
crl-16737	132	13	effects	effect	NOUN
crl-16737	132	14	based	base	VERB
crl-16737	132	15	on	on	ADP
crl-16737	132	16	propensity	propensity	NOUN
crl-16737	132	17	scores	score	NOUN
crl-16737	132	18	,	,	PUNCT
crl-16737	132	19	”	"	PUNCT
crl-16737	132	20	stata	stata	PROPN
crl-16737	132	21	journal	journal	PROPN
crl-16737	132	22	2	2	NUM
crl-16737	132	23	,	,	PUNCT
crl-16737	132	24	no	no	INTJ
crl-16737	132	25	.	.	NOUN
crl-16737	132	26	4	4	NUM
crl-16737	132	27	(	(	PUNCT
crl-16737	132	28	2002	2002	NUM
crl-16737	132	29	):	):	PUNCT
crl-16737	132	30	358–77	358–77	NUM
crl-16737	132	31	.	.	PUNCT
crl-16737	133	1	17	17	NUM
crl-16737	133	2	.	.	PUNCT
crl-16737	134	1	paul	paul	PROPN
crl-16737	134	2	w.	w.	PROPN
crl-16737	134	3	grimes	grimes	PROPN
crl-16737	134	4	and	and	CCONJ
crl-16737	134	5	marybeth	marybeth	PROPN
crl-16737	134	6	f.	f.	PROPN
crl-16737	134	7	charters	charters	PROPN
crl-16737	134	8	,	,	PUNCT
crl-16737	134	9	“	"	PUNCT
crl-16737	134	10	library	library	NOUN
crl-16737	134	11	use	use	NOUN
crl-16737	134	12	and	and	CCONJ
crl-16737	134	13	the	the	DET
crl-16737	134	14	undergraduate	undergraduate	ADJ
crl-16737	134	15	economics	economic	NOUN
crl-16737	134	16	student	student	NOUN
crl-16737	134	17	,	,	PUNCT
crl-16737	134	18	”	"	PUNCT
crl-16737	134	19	college	college	NOUN
crl-16737	134	20	student	student	NOUN
crl-16737	134	21	journal	journal	PROPN
crl-16737	134	22	34	34	NUM
crl-16737	134	23	,	,	PUNCT
crl-16737	134	24	no	no	INTJ
crl-16737	134	25	.	.	NOUN
crl-16737	134	26	4	4	NUM
crl-16737	134	27	(	(	PUNCT
crl-16737	134	28	2000	2000	NUM
crl-16737	134	29	):	):	PUNCT
crl-16737	134	30	557–71	557–71	NUM
crl-16737	134	31	;	;	PUNCT
crl-16737	134	32	krista	krista	PROPN
crl-16737	134	33	m.	m.	PROPN
crl-16737	134	34	soria	soria	PROPN
crl-16737	134	35	,	,	PUNCT
crl-16737	134	36	shane	shane	PROPN
crl-16737	134	37	nackerud	nackerud	PROPN
crl-16737	134	38	,	,	PUNCT
crl-16737	134	39	and	and	CCONJ
crl-16737	134	40	kate	kate	PROPN
crl-16737	134	41	peterson	peterson	PROPN
crl-16737	134	42	,	,	PUNCT
crl-16737	134	43	“	"	PUNCT
crl-16737	134	44	socioeconomic	socioeconomic	ADJ
crl-16737	134	45	indicators	indicator	NOUN
crl-16737	134	46	associated	associate	VERB
crl-16737	134	47	with	with	ADP
crl-16737	134	48	first	first	ADJ
crl-16737	134	49	-	-	PUNCT
crl-16737	134	50	year	year	NOUN
crl-16737	134	51	college	college	NOUN
crl-16737	134	52	students	student	NOUN
crl-16737	134	53	’	'	PUNCT
crl-16737	134	54	use	use	NOUN
crl-16737	134	55	of	of	ADP
crl-16737	134	56	academic	academic	ADJ
crl-16737	134	57	libraries	library	NOUN
crl-16737	134	58	,	,	PUNCT
crl-16737	134	59	”	"	PUNCT
crl-16737	134	60	journal	journal	NOUN
crl-16737	134	61	of	of	ADP
crl-16737	134	62	academic	academic	ADJ
crl-16737	134	63	librarianship	librarianship	NOUN
crl-16737	134	64	41	41	NUM
crl-16737	134	65	,	,	PUNCT
crl-16737	134	66	no	no	INTJ
crl-16737	134	67	.	.	NOUN
crl-16737	134	68	5	5	NUM
crl-16737	134	69	(	(	PUNCT
crl-16737	134	70	2015	2015	NUM
crl-16737	134	71	):	):	PUNCT
crl-16737	134	72	636–43	636–43	NOUN
crl-16737	134	73	.	.	PROPN
crl-16737	134	74	18	18	NUM
crl-16737	134	75	.	.	PUNCT
crl-16737	134	76	soria	soria	PROPN
crl-16737	134	77	,	,	PUNCT
crl-16737	134	78	nackerud	nackerud	PROPN
crl-16737	134	79	,	,	PUNCT
crl-16737	134	80	and	and	CCONJ
crl-16737	134	81	peterson	peterson	NOUN
crl-16737	134	82	,	,	PUNCT
crl-16737	134	83	“	"	PUNCT
crl-16737	134	84	socioeconomic	socioeconomic	ADJ
crl-16737	134	85	indicators	indicator	NOUN
crl-16737	134	86	associated	associate	VERB
crl-16737	134	87	with	with	ADP
crl-16737	134	88	first	first	ADJ
crl-16737	134	89	-	-	PUNCT
crl-16737	134	90	year	year	NOUN
crl-16737	134	91	college	college	NOUN
crl-16737	134	92	students	student	NOUN
crl-16737	134	93	’	'	PUNCT
crl-16737	134	94	use	use	NOUN
crl-16737	134	95	of	of	ADP
crl-16737	134	96	academic	academic	ADJ
crl-16737	134	97	libraries	library	NOUN
crl-16737	134	98	”	"	PUNCT
crl-16737	134	99	;	;	PUNCT
crl-16737	134	100	ethelene	ethelene	ADJ
crl-16737	134	101	whitmire	whitmire	PROPN
crl-16737	134	102	,	,	PUNCT
crl-16737	134	103	“	"	PUNCT
crl-16737	134	104	academic	academic	ADJ
crl-16737	134	105	library	library	NOUN
crl-16737	134	106	performance	performance	NOUN
crl-16737	134	107	measures	measure	NOUN
crl-16737	134	108	and	and	CCONJ
crl-16737	134	109	undergraduates	undergraduate	NOUN
crl-16737	134	110	’	'	PUNCT
crl-16737	134	111	library	library	NOUN
crl-16737	134	112	use	use	NOUN
crl-16737	134	113	and	and	CCONJ
crl-16737	134	114	educational	educational	ADJ
crl-16737	134	115	outcomes	outcome	NOUN
crl-16737	134	116	,	,	PUNCT
crl-16737	134	117	”	"	PUNCT
crl-16737	134	118	library	library	NOUN
crl-16737	134	119	&	&	CCONJ
crl-16737	134	120	information	information	PROPN
crl-16737	134	121	science	science	PROPN
crl-16737	134	122	research	research	PROPN
crl-16737	134	123	24	24	NUM
crl-16737	134	124	,	,	PUNCT
crl-16737	134	125	no	no	INTJ
crl-16737	134	126	.	.	NOUN
crl-16737	134	127	2	2	NUM
crl-16737	134	128	(	(	PUNCT
crl-16737	134	129	2002	2002	NUM
crl-16737	134	130	):	):	PUNCT
crl-16737	134	131	107–28	107–28	NUM
crl-16737	134	132	,	,	PUNCT
crl-16737	134	133	doi:10.1016	doi:10.1016	PROPN
crl-16737	134	134	/	/	SYM
crl-16737	134	135	s0740	s0740	NOUN
crl-16737	134	136	-	-	PUNCT
crl-16737	134	137	8188(02)00108	8188(02)00108	NUM
crl-16737	134	138	-	-	PUNCT
crl-16737	134	139	1	1	NUM
crl-16737	134	140	.	.	NOUN
crl-16737	134	141	19	19	NUM
crl-16737	134	142	.	.	PUNCT
crl-16737	134	143	soria	soria	PROPN
crl-16737	134	144	,	,	PUNCT
crl-16737	134	145	nackerud	nackerud	PROPN
crl-16737	134	146	,	,	PUNCT
crl-16737	134	147	and	and	CCONJ
crl-16737	134	148	peterson	peterson	NOUN
crl-16737	134	149	,	,	PUNCT
crl-16737	134	150	“	"	PUNCT
crl-16737	134	151	socioeconomic	socioeconomic	ADJ
crl-16737	134	152	indicators	indicator	NOUN
crl-16737	134	153	associated	associate	VERB
crl-16737	134	154	with	with	ADP
crl-16737	134	155	first	first	ADJ
crl-16737	134	156	-	-	PUNCT
crl-16737	134	157	year	year	NOUN
crl-16737	134	158	college	college	NOUN
crl-16737	134	159	students	student	NOUN
crl-16737	134	160	’	'	PUNCT
crl-16737	134	161	use	use	NOUN
crl-16737	134	162	of	of	ADP
crl-16737	134	163	academic	academic	ADJ
crl-16737	134	164	libraries	library	NOUN
crl-16737	134	165	”	"	PUNCT
crl-16737	134	166	;	;	PUNCT
crl-16737	134	167	ethelene	ethelene	ADJ
crl-16737	134	168	whitmire	whitmire	PROPN
crl-16737	134	169	,	,	PUNCT
crl-16737	134	170	“	"	PUNCT
crl-16737	134	171	the	the	DET
crl-16737	134	172	relationship	relationship	NOUN
crl-16737	134	173	between	between	ADP
crl-16737	134	174	undergraduates	undergraduate	NOUN
crl-16737	134	175	’	'	PUNCT
crl-16737	134	176	background	background	NOUN
crl-16737	134	177	characteristics	characteristic	NOUN
crl-16737	134	178	and	and	CCONJ
crl-16737	134	179	college	college	NOUN
crl-16737	134	180	experiences	experience	NOUN
crl-16737	134	181	and	and	CCONJ
crl-16737	134	182	their	their	PRON
crl-16737	134	183	academic	academic	ADJ
crl-16737	134	184	library	library	NOUN
crl-16737	134	185	use	use	NOUN
crl-16737	134	186	,	,	PUNCT
crl-16737	134	187	”	"	PUNCT
crl-16737	134	188	college	college	PROPN
crl-16737	134	189	&	&	CCONJ
crl-16737	134	190	research	research	PROPN
crl-16737	134	191	libraries	library	NOUN
crl-16737	134	192	62	62	NUM
crl-16737	134	193	,	,	PUNCT
crl-16737	134	194	no	no	INTJ
crl-16737	134	195	.	.	NOUN
crl-16737	134	196	6	6	NUM
crl-16737	134	197	(	(	PUNCT
crl-16737	134	198	2001	2001	NUM
crl-16737	134	199	):	):	PUNCT
crl-16737	134	200	528–40	528–40	NUM
crl-16737	134	201	.	.	X
crl-16737	134	202	20	20	NUM
crl-16737	134	203	.	.	PUNCT
crl-16737	134	204	soria	soria	PROPN
crl-16737	134	205	,	,	PUNCT
crl-16737	134	206	nackerud	nackerud	PROPN
crl-16737	134	207	,	,	PUNCT
crl-16737	134	208	and	and	CCONJ
crl-16737	134	209	peterson	peterson	NOUN
crl-16737	134	210	,	,	PUNCT
crl-16737	134	211	“	"	PUNCT
crl-16737	134	212	socioeconomic	socioeconomic	ADJ
crl-16737	134	213	indicators	indicator	NOUN
crl-16737	134	214	associated	associate	VERB
crl-16737	134	215	with	with	ADP
crl-16737	134	216	first	first	ADJ
crl-16737	134	217	-	-	PUNCT
crl-16737	134	218	year	year	NOUN
crl-16737	134	219	college	college	NOUN
crl-16737	134	220	students	student	NOUN
crl-16737	134	221	’	'	PUNCT
crl-16737	134	222	use	use	NOUN
crl-16737	134	223	of	of	ADP
crl-16737	134	224	academic	academic	ADJ
crl-16737	134	225	libraries	library	NOUN
crl-16737	134	226	.	.	PUNCT
crl-16737	134	227	”	"	PUNCT
crl-16737	135	1	21	21	NUM
crl-16737	135	2	.	.	PUNCT
crl-16737	135	3	chiteng	chiteng	PROPN
crl-16737	135	4	kot	kot	PROPN
crl-16737	135	5	and	and	CCONJ
crl-16737	135	6	jones	jones	PROPN
crl-16737	135	7	,	,	PUNCT
crl-16737	135	8	“	"	PUNCT
crl-16737	135	9	the	the	DET
crl-16737	135	10	impact	impact	NOUN
crl-16737	135	11	of	of	ADP
crl-16737	135	12	library	library	ADJ
crl-16737	135	13	resource	resource	NOUN
crl-16737	135	14	utilization	utilization	NOUN
crl-16737	135	15	on	on	ADP
crl-16737	135	16	undergraduate	undergraduate	ADJ
crl-16737	135	17	students	student	NOUN
crl-16737	135	18	’	'	PUNCT
crl-16737	135	19	academic	academic	ADJ
crl-16737	135	20	performance	performance	NOUN
crl-16737	135	21	,	,	PUNCT
crl-16737	135	22	”	"	PUNCT
crl-16737	135	23	568–69	568–69	NUM
crl-16737	135	24	;	;	PUNCT
crl-16737	135	25	soria	soria	PROPN
crl-16737	135	26	,	,	PUNCT
crl-16737	135	27	nackerud	nackerud	PROPN
crl-16737	135	28	,	,	PUNCT
crl-16737	135	29	and	and	CCONJ
crl-16737	135	30	peterson	peterson	NOUN
crl-16737	135	31	,	,	PUNCT
crl-16737	135	32	“	"	PUNCT
crl-16737	135	33	socioeconomic	socioeconomic	ADJ
crl-16737	135	34	indicators	indicator	NOUN
crl-16737	135	35	associated	associate	VERB
crl-16737	135	36	with	with	ADP
crl-16737	135	37	first	first	ADJ
crl-16737	135	38	-	-	PUNCT
crl-16737	135	39	year	year	NOUN
crl-16737	135	40	college	college	NOUN
crl-16737	135	41	students	student	NOUN
crl-16737	135	42	’	'	PUNCT
crl-16737	135	43	use	use	NOUN
crl-16737	135	44	of	of	ADP
crl-16737	135	45	academic	academic	ADJ
crl-16737	135	46	libraries	library	NOUN
crl-16737	135	47	.	.	PUNCT
crl-16737	135	48	”	"	PUNCT
crl-16737	136	1	22	22	NUM
crl-16737	136	2	.	.	PUNCT
crl-16737	136	3	chiteng	chiteng	PROPN
crl-16737	136	4	kot	kot	PROPN
crl-16737	136	5	and	and	CCONJ
crl-16737	136	6	jones	jones	PROPN
crl-16737	136	7	,	,	PUNCT
crl-16737	136	8	“	"	PUNCT
crl-16737	136	9	the	the	DET
crl-16737	136	10	impact	impact	NOUN
crl-16737	136	11	of	of	ADP
crl-16737	136	12	library	library	ADJ
crl-16737	136	13	resource	resource	NOUN
crl-16737	136	14	utilization	utilization	NOUN
crl-16737	136	15	on	on	ADP
crl-16737	136	16	undergraduate	undergraduate	ADJ
crl-16737	136	17	students	student	NOUN
crl-16737	136	18	’	'	PUNCT
crl-16737	136	19	academic	academic	ADJ
crl-16737	136	20	performance	performance	NOUN
crl-16737	136	21	,	,	PUNCT
crl-16737	136	22	”	"	PUNCT
crl-16737	136	23	568–69	568–69	NUM
crl-16737	136	24	;	;	PUNCT
crl-16737	136	25	soria	soria	PROPN
crl-16737	136	26	,	,	PUNCT
crl-16737	136	27	nackerud	nackerud	PROPN
crl-16737	136	28	,	,	PUNCT
crl-16737	136	29	and	and	CCONJ
crl-16737	136	30	peterson	peterson	NOUN
crl-16737	136	31	,	,	PUNCT
crl-16737	136	32	“	"	PUNCT
crl-16737	136	33	socioeconomic	socioeconomic	ADJ
crl-16737	136	34	indicators	indicator	NOUN
crl-16737	136	35	associated	associate	VERB
crl-16737	136	36	with	with	ADP
crl-16737	136	37	first	first	ADJ
crl-16737	136	38	-	-	PUNCT
crl-16737	136	39	year	year	NOUN
crl-16737	136	40	college	college	NOUN
crl-16737	136	41	students	student	NOUN
crl-16737	136	42	’	'	PUNCT
crl-16737	136	43	use	use	NOUN
crl-16737	136	44	of	of	ADP
crl-16737	136	45	academic	academic	ADJ
crl-16737	136	46	libraries	library	NOUN
crl-16737	136	47	.	.	PUNCT
crl-16737	136	48	”	"	PUNCT
crl-16737	137	1	23	23	NUM
crl-16737	137	2	.	.	PUNCT
crl-16737	138	1	chiteng	chiteng	PROPN
crl-16737	138	2	kot	kot	PROPN
crl-16737	138	3	and	and	CCONJ
crl-16737	138	4	jones	jones	PROPN
crl-16737	138	5	,	,	PUNCT
crl-16737	138	6	“	"	PUNCT
crl-16737	138	7	the	the	DET
crl-16737	138	8	impact	impact	NOUN
crl-16737	138	9	of	of	ADP
crl-16737	138	10	library	library	ADJ
crl-16737	138	11	resource	resource	NOUN
crl-16737	138	12	utilization	utilization	NOUN
crl-16737	138	13	on	on	ADP
crl-16737	138	14	undergraduate	undergraduate	ADJ
crl-16737	138	15	students	student	NOUN
crl-16737	138	16	’	'	PUNCT
crl-16737	138	17	academic	academic	ADJ
crl-16737	138	18	performance	performance	NOUN
crl-16737	138	19	,	,	PUNCT
crl-16737	138	20	”	"	PUNCT
crl-16737	138	21	568–69	568–69	NUM
crl-16737	138	22	.	.	PUNCT
crl-16737	139	1	24	24	NUM
crl-16737	139	2	.	.	PUNCT
crl-16737	139	3	chiteng	chiteng	PROPN
crl-16737	139	4	kot	kot	PROPN
crl-16737	139	5	and	and	CCONJ
crl-16737	139	6	jones	jones	PROPN
crl-16737	139	7	,	,	PUNCT
crl-16737	139	8	“	"	PUNCT
crl-16737	139	9	the	the	DET
crl-16737	139	10	impact	impact	NOUN
crl-16737	139	11	of	of	ADP
crl-16737	139	12	library	library	ADJ
crl-16737	139	13	resource	resource	NOUN
crl-16737	139	14	utilization	utilization	NOUN
crl-16737	139	15	on	on	ADP
crl-16737	139	16	undergraduate	undergraduate	ADJ
crl-16737	139	17	students	student	NOUN
crl-16737	139	18	’	'	PUNCT
crl-16737	139	19	academic	academic	ADJ
crl-16737	139	20	performance	performance	NOUN
crl-16737	139	21	,	,	PUNCT
crl-16737	139	22	”	"	PUNCT
crl-16737	139	23	568–69	568–69	NUM
crl-16737	139	24	;	;	PUNCT
crl-16737	139	25	soria	soria	PROPN
crl-16737	139	26	,	,	PUNCT
crl-16737	139	27	nackerud	nackerud	PROPN
crl-16737	139	28	,	,	PUNCT
crl-16737	139	29	and	and	CCONJ
crl-16737	139	30	peterson	peterson	NOUN
crl-16737	139	31	,	,	PUNCT
crl-16737	139	32	“	"	PUNCT
crl-16737	139	33	socioeconomic	socioeconomic	ADJ
crl-16737	139	34	indicators	indicator	NOUN
crl-16737	139	35	associated	associate	VERB
crl-16737	139	36	with	with	ADP
crl-16737	139	37	first	first	ADJ
crl-16737	139	38	-	-	PUNCT
crl-16737	139	39	year	year	NOUN
crl-16737	139	40	college	college	NOUN
crl-16737	139	41	students	student	NOUN
crl-16737	139	42	’	'	PUNCT
crl-16737	139	43	use	use	NOUN
crl-16737	139	44	of	of	ADP
crl-16737	139	45	academic	academic	ADJ
crl-16737	139	46	libraries	library	NOUN
crl-16737	139	47	.	.	PUNCT
crl-16737	139	48	”	"	PUNCT
crl-16737	140	1	25	25	NUM
crl-16737	140	2	.	.	PUNCT
crl-16737	140	3	soria	soria	PROPN
crl-16737	140	4	,	,	PUNCT
crl-16737	140	5	nackerud	nackerud	PROPN
crl-16737	140	6	,	,	PUNCT
crl-16737	140	7	and	and	CCONJ
crl-16737	140	8	peterson	peterson	NOUN
crl-16737	140	9	,	,	PUNCT
crl-16737	140	10	“	"	PUNCT
crl-16737	140	11	socioeconomic	socioeconomic	ADJ
crl-16737	140	12	indicators	indicator	NOUN
crl-16737	140	13	associated	associate	VERB
crl-16737	140	14	with	with	ADP
crl-16737	140	15	first	first	ADJ
crl-16737	140	16	-	-	PUNCT
crl-16737	140	17	year	year	NOUN
crl-16737	140	18	college	college	NOUN
crl-16737	140	19	students	student	NOUN
crl-16737	140	20	’	'	PUNCT
crl-16737	140	21	use	use	NOUN
crl-16737	140	22	of	of	ADP
crl-16737	140	23	academic	academic	ADJ
crl-16737	140	24	libraries	library	NOUN
crl-16737	140	25	.	.	PUNCT
crl-16737	140	26	”	"	PUNCT
crl-16737	141	1	26	26	NUM
crl-16737	141	2	.	.	PUNCT
crl-16737	141	3	soria	soria	PROPN
crl-16737	141	4	,	,	PUNCT
crl-16737	141	5	fransen	fransen	ADJ
crl-16737	141	6	,	,	PUNCT
crl-16737	141	7	and	and	CCONJ
crl-16737	141	8	nackerud	nackerud	VERB
crl-16737	141	9	,	,	PUNCT
crl-16737	141	10	“	"	PUNCT
crl-16737	141	11	library	library	NOUN
crl-16737	141	12	use	use	NOUN
crl-16737	141	13	and	and	CCONJ
crl-16737	141	14	undergraduate	undergraduate	ADJ
crl-16737	141	15	student	student	NOUN
crl-16737	141	16	outcomes	outcome	NOUN
crl-16737	141	17	.	.	PUNCT
crl-16737	141	18	”	"	PUNCT
crl-16737	142	1	27	27	NUM
crl-16737	142	2	.	.	PUNCT
crl-16737	143	1	“	"	PUNCT
crl-16737	143	2	aleph	aleph	PROPN
crl-16737	143	3	integrated	integrate	VERB
crl-16737	143	4	library	library	NOUN
crl-16737	143	5	system	system	NOUN
crl-16737	143	6	[	[	X
crl-16737	143	7	computer	computer	NOUN
crl-16737	143	8	software	software	NOUN
crl-16737	143	9	]	]	PUNCT
crl-16737	143	10	,	,	PUNCT
crl-16737	143	11	”	"	PUNCT
crl-16737	143	12	ex	ex	X
crl-16737	143	13	libris	libris	PROPN
crl-16737	143	14	group	group	NOUN
crl-16737	143	15	(	(	PUNCT
crl-16737	143	16	2012	2012	NUM
crl-16737	143	17	)	)	PUNCT
crl-16737	143	18	.	.	PUNCT
crl-16737	144	1	28	28	NUM
crl-16737	144	2	.	.	PUNCT
crl-16737	145	1	“	"	PUNCT
crl-16737	145	2	cybrarian	cybrarian	ADJ
crl-16737	145	3	[	[	NOUN
crl-16737	145	4	computer	computer	NOUN
crl-16737	145	5	software	software	NOUN
crl-16737	145	6	]	]	PUNCT
crl-16737	145	7	,	,	PUNCT
crl-16737	145	8	”	"	PUNCT
crl-16737	145	9	cybrarian	cybrarian	ADJ
crl-16737	145	10	corporation	corporation	NOUN
crl-16737	145	11	(	(	PUNCT
crl-16737	145	12	2013	2013	NUM
crl-16737	145	13	)	)	PUNCT
crl-16737	145	14	,	,	PUNCT
crl-16737	145	15	available	available	ADJ
crl-16737	145	16	online	online	ADV
crl-16737	145	17	at	at	ADP
crl-16737	145	18	www	www	PROPN
crl-16737	145	19	.	.	PUNCT
crl-16737	145	20	cybrarian.com	cybrarian.com	X
crl-16737	146	1	[	[	X
crl-16737	146	2	accessed	access	VERB
crl-16737	146	3	2	2	NUM
crl-16737	146	4	august	august	PROPN
crl-16737	146	5	2017	2017	NUM
crl-16737	146	6	]	]	PUNCT
crl-16737	146	7	.	.	PUNCT
crl-16737	147	1	29	29	NUM
crl-16737	147	2	.	.	X
crl-16737	147	3	ibid	ibid	NOUN
crl-16737	147	4	.	.	PUNCT
crl-16737	148	1	30	30	NUM
crl-16737	148	2	.	.	PUNCT
crl-16737	149	1	felix	felix	PROPN
crl-16737	149	2	j.	j.	PROPN
crl-16737	149	3	thoemmes	thoemmes	PROPN
crl-16737	149	4	,	,	PUNCT
crl-16737	149	5	“	"	PUNCT
crl-16737	149	6	propensity	propensity	NOUN
crl-16737	149	7	score	score	NOUN
crl-16737	149	8	matching	match	VERB
crl-16737	149	9	in	in	ADP
crl-16737	149	10	spss	spss	PROPN
crl-16737	149	11	”	"	PUNCT
crl-16737	149	12	(	(	PUNCT
crl-16737	149	13	2012	2012	NUM
crl-16737	149	14	)	)	PUNCT
crl-16737	149	15	,	,	PUNCT
crl-16737	149	16	available	available	ADJ
crl-16737	149	17	online	online	ADV
crl-16737	149	18	at	at	ADP
crl-16737	149	19	http://	http://	PROPN
crl-16737	149	20	arxiv.org/ftp/arxiv/papers/1201/1201.6385.pdf	arxiv.org/ftp/arxiv/papers/1201/1201.6385.pdf	PROPN
crl-16737	150	1	[	[	X
crl-16737	150	2	accessed	access	VERB
crl-16737	150	3	2	2	NUM
crl-16737	150	4	august	august	PROPN
crl-16737	150	5	2017	2017	NUM
crl-16737	150	6	]	]	PUNCT
crl-16737	150	7	.	.	PUNCT
crl-16737	151	1	31	31	NUM
crl-16737	151	2	.	.	PUNCT
crl-16737	152	1	m.h	m.h	PROPN
crl-16737	152	2	.	.	PROPN
crl-16737	152	3	clark	clark	PROPN
crl-16737	152	4	and	and	CCONJ
crl-16737	152	5	nicole	nicole	PROPN
crl-16737	152	6	l.	l.	PROPN
crl-16737	152	7	cundiff	cundiff	PROPN
crl-16737	152	8	,	,	PUNCT
crl-16737	152	9	“	"	PUNCT
crl-16737	152	10	assessing	assess	VERB
crl-16737	152	11	the	the	DET
crl-16737	152	12	effectiveness	effectiveness	NOUN
crl-16737	152	13	of	of	ADP
crl-16737	152	14	a	a	DET
crl-16737	152	15	college	college	NOUN
crl-16737	152	16	freshman	freshman	NOUN
crl-16737	152	17	seminar	seminar	NOUN
crl-16737	152	18	using	use	VERB
crl-16737	152	19	propensity	propensity	NOUN
crl-16737	152	20	score	score	NOUN
crl-16737	152	21	adjustments	adjustment	NOUN
crl-16737	152	22	,	,	PUNCT
crl-16737	152	23	”	"	PUNCT
crl-16737	152	24	research	research	NOUN
crl-16737	152	25	in	in	ADP
crl-16737	152	26	higher	high	ADJ
crl-16737	152	27	education	education	NOUN
crl-16737	152	28	52	52	NUM
crl-16737	152	29	(	(	PUNCT
crl-16737	152	30	2011	2011	NUM
crl-16737	152	31	):	):	PUNCT
crl-16737	152	32	616–39	616–39	NUM
crl-16737	152	33	.	.	PUNCT
crl-16737	153	1	32	32	NUM
crl-16737	153	2	.	.	PUNCT
crl-16737	154	1	elizabeth	elizabeth	PROPN
crl-16737	154	2	a.	a.	PROPN
crl-16737	154	3	stuart	stuart	PROPN
crl-16737	154	4	,	,	PUNCT
crl-16737	154	5	“	"	PUNCT
crl-16737	154	6	matching	match	VERB
crl-16737	154	7	methods	method	NOUN
crl-16737	154	8	for	for	ADP
crl-16737	154	9	causal	causal	ADJ
crl-16737	154	10	inference	inference	NOUN
crl-16737	154	11	:	:	PUNCT
crl-16737	154	12	a	a	DET
crl-16737	154	13	review	review	NOUN
crl-16737	154	14	and	and	CCONJ
crl-16737	154	15	a	a	DET
crl-16737	154	16	look	look	NOUN
crl-16737	154	17	forward	forward	ADV
crl-16737	154	18	,	,	PUNCT
crl-16737	154	19	”	"	PUNCT
crl-16737	154	20	statistical	statistical	ADJ
crl-16737	154	21	science	science	NOUN
crl-16737	154	22	:	:	PUNCT
crl-16737	154	23	a	a	DET
crl-16737	154	24	review	review	NOUN
crl-16737	154	25	journal	journal	NOUN
crl-16737	154	26	of	of	ADP
crl-16737	154	27	the	the	DET
crl-16737	154	28	institute	institute	PROPN
crl-16737	154	29	of	of	ADP
crl-16737	154	30	mathematical	mathematical	ADJ
crl-16737	154	31	statistics	statistic	NOUN
crl-16737	154	32	25	25	NUM
crl-16737	154	33	,	,	PUNCT
crl-16737	154	34	no	no	INTJ
crl-16737	154	35	.	.	NOUN
crl-16737	154	36	1	1	NUM
crl-16737	154	37	(	(	PUNCT
crl-16737	154	38	2010	2010	NUM
crl-16737	154	39	):	):	PUNCT
crl-16737	154	40	1–21	1–21	PROPN
crl-16737	154	41	,	,	PUNCT
crl-16737	154	42	doi:10.1214/09	doi:10.1214/09	NOUN
crl-16737	154	43	-	-	PUNCT
crl-16737	154	44	sts313	sts313	NOUN
crl-16737	154	45	.	.	PUNCT
crl-16737	155	1	33	33	NUM
crl-16737	155	2	.	.	PUNCT
crl-16737	156	1	thoemmes	thoemme	NOUN
crl-16737	156	2	,	,	PUNCT
crl-16737	156	3	“	"	PUNCT
crl-16737	156	4	propensity	propensity	NOUN
crl-16737	156	5	score	score	NOUN
crl-16737	156	6	matching	match	VERB
crl-16737	156	7	in	in	ADP
crl-16737	156	8	spss	spss	PROPN
crl-16737	156	9	.	.	PUNCT
crl-16737	156	10	”	"	PUNCT
crl-16737	157	1	34	34	NUM
crl-16737	157	2	.	.	PUNCT
crl-16737	158	1	paul	paul	PROPN
crl-16737	158	2	r.	r.	PROPN
crl-16737	158	3	rosenbaum	rosenbaum	PROPN
crl-16737	158	4	and	and	CCONJ
crl-16737	158	5	donald	donald	PROPN
crl-16737	158	6	b.	b.	PROPN
crl-16737	158	7	rubin	rubin	PROPN
crl-16737	158	8	,	,	PUNCT
crl-16737	158	9	“	"	PUNCT
crl-16737	158	10	constructing	construct	VERB
crl-16737	158	11	a	a	DET
crl-16737	158	12	control	control	NOUN
crl-16737	158	13	group	group	NOUN
crl-16737	158	14	using	use	VERB
crl-16737	158	15	multivariate	multivariate	NOUN
crl-16737	158	16	matched	match	VERB
crl-16737	158	17	sampling	sampling	NOUN
crl-16737	158	18	methods	method	NOUN
crl-16737	158	19	that	that	PRON
crl-16737	158	20	incorporate	incorporate	VERB
crl-16737	158	21	the	the	DET
crl-16737	158	22	propensity	propensity	NOUN
crl-16737	158	23	score	score	NOUN
crl-16737	158	24	,	,	PUNCT
crl-16737	158	25	”	"	PUNCT
crl-16737	158	26	american	american	PROPN
crl-16737	158	27	statistician	statistician	NOUN
crl-16737	158	28	39	39	NUM
crl-16737	158	29	,	,	PUNCT
crl-16737	158	30	no	no	INTJ
crl-16737	158	31	.	.	NOUN
crl-16737	158	32	1	1	NUM
crl-16737	158	33	(	(	PUNCT
crl-16737	158	34	1985	1985	NUM
crl-16737	158	35	):	):	PUNCT
crl-16737	158	36	33–38	33–38	NUM
crl-16737	158	37	.	.	PROPN
crl-16737	158	38	35	35	NUM
crl-16737	158	39	.	.	PUNCT
crl-16737	159	1	melguizo	melguizo	PROPN
crl-16737	159	2	,	,	PUNCT
crl-16737	159	3	kienzl	kienzl	PROPN
crl-16737	159	4	,	,	PUNCT
crl-16737	159	5	and	and	CCONJ
crl-16737	159	6	alfonso	alfonso	PROPN
crl-16737	159	7	,	,	PUNCT
crl-16737	159	8	“	"	PUNCT
crl-16737	159	9	comparing	compare	VERB
crl-16737	159	10	the	the	DET
crl-16737	159	11	educational	educational	ADJ
crl-16737	159	12	attainment	attainment	NOUN
crl-16737	159	13	of	of	ADP
crl-16737	159	14	community	community	NOUN
crl-16737	159	15	college	college	NOUN
crl-16737	159	16	transfer	transfer	NOUN
crl-16737	159	17	students	student	NOUN
crl-16737	159	18	and	and	CCONJ
crl-16737	159	19	four	four	NUM
crl-16737	159	20	-	-	PUNCT
crl-16737	159	21	year	year	NOUN
crl-16737	159	22	college	college	NOUN
crl-16737	159	23	rising	rise	VERB
crl-16737	159	24	juniors	junior	NOUN
crl-16737	159	25	”	"	PUNCT
crl-16737	159	26	;	;	PUNCT
crl-16737	159	27	christopher	christopher	PROPN
crl-16737	159	28	winship	winship	PROPN
crl-16737	159	29	and	and	CCONJ
crl-16737	159	30	stephen	stephen	PROPN
crl-16737	159	31	l.	l.	PROPN
crl-16737	159	32	morgan	morgan	PROPN
crl-16737	159	33	,	,	PUNCT
crl-16737	159	34	1999	1999	NUM
crl-16737	159	35	.	.	PUNCT
crl-16737	160	1	“	"	PUNCT
crl-16737	160	2	the	the	DET
crl-16737	160	3	estimation	estimation	NOUN
crl-16737	160	4	of	of	ADP
crl-16737	160	5	causal	causal	ADJ
crl-16737	160	6	effects	effect	NOUN
crl-16737	160	7	from	from	ADP
crl-16737	160	8	observational	observational	ADJ
crl-16737	160	9	data	datum	NOUN
crl-16737	160	10	,	,	PUNCT
crl-16737	160	11	”	"	PUNCT
crl-16737	160	12	annual	annual	ADJ
crl-16737	160	13	review	review	NOUN
crl-16737	160	14	of	of	ADP
crl-16737	160	15	sociology	sociology	NOUN
crl-16737	160	16	25	25	NUM
crl-16737	160	17	(	(	PUNCT
crl-16737	160	18	1999	1999	NUM
crl-16737	160	19	):	):	PUNCT
crl-16737	160	20	659–707	659–707	NUM
crl-16737	160	21	.	.	PUNCT
crl-16737	161	1	36	36	NUM
crl-16737	161	2	.	.	PUNCT
crl-16737	161	3	carrie	carrie	PROPN
crl-16737	161	4	j.	j.	PROPN
crl-16737	161	5	petrucci	petrucci	PROPN
crl-16737	161	6	,	,	PUNCT
crl-16737	161	7	“	"	PUNCT
crl-16737	161	8	a	a	DET
crl-16737	161	9	primer	primer	NOUN
crl-16737	161	10	for	for	ADP
crl-16737	161	11	social	social	ADJ
crl-16737	161	12	worker	worker	NOUN
crl-16737	161	13	researchers	researcher	NOUN
crl-16737	161	14	on	on	ADP
crl-16737	161	15	how	how	SCONJ
crl-16737	161	16	to	to	PART
crl-16737	161	17	conduct	conduct	VERB
crl-16737	161	18	a	a	DET
crl-16737	161	19	multinomial	multinomial	ADJ
crl-16737	161	20	logistic	logistic	ADJ
crl-16737	161	21	regression	regression	NOUN
crl-16737	161	22	,	,	PUNCT
crl-16737	161	23	”	"	PUNCT
crl-16737	161	24	journal	journal	NOUN
crl-16737	161	25	of	of	ADP
crl-16737	161	26	social	social	ADJ
crl-16737	161	27	service	service	NOUN
crl-16737	161	28	research	research	NOUN
crl-16737	161	29	35	35	NUM
crl-16737	161	30	,	,	PUNCT
crl-16737	161	31	no	no	INTJ
crl-16737	161	32	.	.	NOUN
crl-16737	161	33	2	2	NUM
crl-16737	161	34	(	(	PUNCT
crl-16737	161	35	2009	2009	NUM
crl-16737	161	36	):	):	PUNCT
crl-16737	161	37	193–205	193–205	NUM
crl-16737	161	38	.	.	PUNCT
crl-16737	162	1	37	37	NUM
crl-16737	162	2	.	.	PUNCT
crl-16737	162	3	ibid	ibid	NOUN
crl-16737	162	4	.	.	PUNCT
crl-16737	163	1	38	38	NUM
crl-16737	163	2	.	.	PUNCT
crl-16737	163	3	chiteng	chiteng	PROPN
crl-16737	163	4	kot	kot	PROPN
crl-16737	163	5	and	and	CCONJ
crl-16737	163	6	jones	jones	PROPN
crl-16737	163	7	,	,	PUNCT
crl-16737	163	8	“	"	PUNCT
crl-16737	163	9	the	the	DET
crl-16737	163	10	impact	impact	NOUN
crl-16737	163	11	of	of	ADP
crl-16737	163	12	library	library	ADJ
crl-16737	163	13	resource	resource	NOUN
crl-16737	163	14	utilization	utilization	NOUN
crl-16737	163	15	on	on	ADP
crl-16737	163	16	undergraduate	undergraduate	ADJ
crl-16737	163	17	students	student	NOUN
crl-16737	163	18	’	'	PUNCT
crl-16737	163	19	academic	academic	ADJ
crl-16737	163	20	performance	performance	NOUN
crl-16737	163	21	,	,	PUNCT
crl-16737	163	22	”	"	PUNCT
crl-16737	163	23	583	583	NUM
crl-16737	163	24	.	.	NOUN
crl-16737	163	25	39	39	NUM
crl-16737	163	26	.	.	PUNCT
crl-16737	164	1	margit	margit	PROPN
crl-16737	164	2	misangyi	misangyi	PROPN
crl-16737	164	3	watts	watts	PROPN
crl-16737	164	4	,	,	PUNCT
crl-16737	164	5	“	"	PUNCT
crl-16737	164	6	the	the	DET
crl-16737	164	7	place	place	NOUN
crl-16737	164	8	of	of	ADP
crl-16737	164	9	the	the	DET
crl-16737	164	10	library	library	NOUN
crl-16737	164	11	versus	versus	ADP
crl-16737	164	12	the	the	DET
crl-16737	164	13	library	library	NOUN
crl-16737	164	14	as	as	ADP
crl-16737	164	15	place	place	NOUN
crl-16737	164	16	,	,	PUNCT
crl-16737	164	17	”	"	PUNCT
crl-16737	164	18	in	in	ADP
crl-16737	164	19	challenging	challenge	VERB
crl-16737	164	20	and	and	CCONJ
crl-16737	164	21	supporting	support	VERB
crl-16737	164	22	the	the	DET
crl-16737	164	23	first	first	ADJ
crl-16737	164	24	-	-	PUNCT
crl-16737	164	25	year	year	NOUN
crl-16737	164	26	student	student	NOUN
crl-16737	164	27	:	:	PUNCT
crl-16737	164	28	a	a	DET
crl-16737	164	29	handbook	handbook	NOUN
crl-16737	164	30	for	for	ADP
crl-16737	164	31	improving	improve	VERB
crl-16737	164	32	the	the	DET
crl-16737	164	33	first	first	ADJ
crl-16737	164	34	year	year	NOUN
crl-16737	164	35	of	of	ADP
crl-16737	164	36	college	college	NOUN
crl-16737	164	37	,	,	PUNCT
crl-16737	164	38	eds	eds	PROPN
crl-16737	164	39	.	.	PUNCT
crl-16737	165	1	m.l	m.l	PROPN
crl-16737	165	2	.	.	PROPN
crl-16737	165	3	upraft	upraft	PROPN
crl-16737	165	4	,	,	PUNCT
crl-16737	165	5	j.n	j.n	PROPN
crl-16737	165	6	.	.	PROPN
crl-16737	165	7	gardner	gardner	NOUN
crl-16737	165	8	,	,	PUNCT
crl-16737	165	9	and	and	CCONJ
crl-16737	165	10	b.o	b.o	PROPN
crl-16737	165	11	.	.	PROPN
crl-16737	165	12	barefoot	barefoot	PROPN
crl-16737	165	13	(	(	PUNCT
crl-16737	165	14	san	san	PROPN
crl-16737	165	15	francisco	francisco	PROPN
crl-16737	165	16	,	,	PUNCT
crl-16737	165	17	calif	calif	PROPN
crl-16737	165	18	.	.	PUNCT
crl-16737	165	19	:	:	PUNCT
crl-16737	166	1	jossey	jossey	NOUN
crl-16737	166	2	-	-	PUNCT
crl-16737	166	3	bass	bass	NOUN
crl-16737	166	4	,	,	PUNCT
crl-16737	166	5	2005	2005	NUM
crl-16737	166	6	)	)	PUNCT
crl-16737	166	7	,	,	PUNCT
crl-16737	166	8	339–55	339–55	NUM
crl-16737	166	9	.	.	PUNCT
crl-16737	167	1	https://doi.org/10.1016/s0740-8188(02)00108-1	https://doi.org/10.1016/s0740-8188(02)00108-1	PROPN
crl-16737	167	2	http://www.cybrarian.com	http://www.cybrarian.com	X
crl-16737	167	3	http://www.cybrarian.com	http://www.cybrarian.com	X
crl-16737	168	1	https://arxiv.org/ftp/arxiv/papers/1201/1201.6385.pdf	https://arxiv.org/ftp/arxiv/papers/1201/1201.6385.pdf	PROPN
crl-16737	168	2	https://arxiv.org/ftp/arxiv/papers/1201/1201.6385.pdf	https://arxiv.org/ftp/arxiv/papers/1201/1201.6385.pdf	PROPN
crl-16737	168	3	the	the	DET
crl-16737	168	4	impact	impact	NOUN
crl-16737	168	5	of	of	ADP
crl-16737	168	6	academic	academic	ADJ
crl-16737	168	7	library	library	NOUN
crl-16737	168	8	resources	resource	NOUN
crl-16737	168	9	on	on	ADP
crl-16737	168	10	undergraduates	undergraduate	NOUN
crl-16737	168	11	’	'	PUNCT
crl-16737	168	12	degree	degree	NOUN
crl-16737	168	13	completion	completion	NOUN
crl-16737	168	14	823	823	NUM
crl-16737	168	15	40	40	NUM
crl-16737	168	16	.	.	PUNCT
crl-16737	169	1	elizabeth	elizabeth	PROPN
crl-16737	169	2	b.	b.	PROPN
crl-16737	169	3	fitzpatrick	fitzpatrick	PROPN
crl-16737	169	4	,	,	PUNCT
crl-16737	169	5	anne	anne	PROPN
crl-16737	169	6	c.	c.	PROPN
crl-16737	169	7	moore	moore	PROPN
crl-16737	169	8	,	,	PUNCT
crl-16737	169	9	and	and	CCONJ
crl-16737	169	10	beth	beth	PROPN
crl-16737	169	11	w.	w.	PROPN
crl-16737	169	12	lang	lang	PROPN
crl-16737	169	13	,	,	PUNCT
crl-16737	169	14	“	"	PUNCT
crl-16737	169	15	reference	reference	NOUN
crl-16737	169	16	librarians	librarian	NOUN
crl-16737	169	17	at	at	ADP
crl-16737	169	18	the	the	DET
crl-16737	169	19	reference	reference	NOUN
crl-16737	169	20	desk	desk	NOUN
crl-16737	169	21	in	in	ADP
crl-16737	169	22	a	a	DET
crl-16737	169	23	learning	learn	VERB
crl-16737	169	24	commons	common	NOUN
crl-16737	169	25	:	:	PUNCT
crl-16737	169	26	a	a	DET
crl-16737	169	27	mixed	mixed	ADJ
crl-16737	169	28	methods	method	NOUN
crl-16737	169	29	evaluation	evaluation	NOUN
crl-16737	169	30	,	,	PUNCT
crl-16737	169	31	”	"	PUNCT
crl-16737	169	32	journal	journal	NOUN
crl-16737	169	33	of	of	ADP
crl-16737	169	34	academic	academic	ADJ
crl-16737	169	35	librarianship	librarianship	NOUN
crl-16737	169	36	34	34	NUM
crl-16737	169	37	,	,	PUNCT
crl-16737	169	38	no	no	INTJ
crl-16737	169	39	.	.	NOUN
crl-16737	169	40	3	3	NUM
crl-16737	169	41	(	(	PUNCT
crl-16737	169	42	2008	2008	NUM
crl-16737	169	43	):	):	PUNCT
crl-16737	169	44	231–38	231–38	NUM
crl-16737	169	45	;	;	PUNCT
crl-16737	169	46	marie	marie	PROPN
crl-16737	169	47	l.	l.	PROPN
crl-16737	169	48	radford	radford	PROPN
crl-16737	169	49	,	,	PUNCT
crl-16737	169	50	“	"	PUNCT
crl-16737	169	51	encountering	encounter	VERB
crl-16737	169	52	users	user	NOUN
crl-16737	169	53	,	,	PUNCT
crl-16737	169	54	encountering	encounter	VERB
crl-16737	169	55	images	image	NOUN
crl-16737	169	56	:	:	PUNCT
crl-16737	169	57	communication	communication	NOUN
crl-16737	169	58	theory	theory	NOUN
crl-16737	169	59	and	and	CCONJ
crl-16737	169	60	the	the	DET
crl-16737	169	61	library	library	NOUN
crl-16737	169	62	context	context	NOUN
crl-16737	169	63	,	,	PUNCT
crl-16737	169	64	”	"	PUNCT
crl-16737	169	65	journal	journal	NOUN
crl-16737	169	66	of	of	ADP
crl-16737	169	67	education	education	NOUN
crl-16737	169	68	for	for	ADP
crl-16737	169	69	library	library	NOUN
crl-16737	169	70	and	and	CCONJ
crl-16737	169	71	information	information	NOUN
crl-16737	169	72	science	science	NOUN
crl-16737	169	73	42	42	NUM
crl-16737	169	74	,	,	PUNCT
crl-16737	169	75	no	no	INTJ
crl-16737	169	76	.	.	NOUN
crl-16737	169	77	1	1	NUM
crl-16737	169	78	(	(	PUNCT
crl-16737	169	79	2001	2001	NUM
crl-16737	169	80	):	):	PUNCT
crl-16737	169	81	27–41	27–41	NUM
crl-16737	169	82	;	;	PUNCT
crl-16737	169	83	lauren	lauren	PROPN
crl-16737	169	84	reiter	reiter	PROPN
crl-16737	169	85	and	and	CCONJ
crl-16737	169	86	j.p	j.p	PROPN
crl-16737	169	87	.	.	PROPN
crl-16737	169	88	huffman	huffman	PROPN
crl-16737	169	89	,	,	PUNCT
crl-16737	169	90	“	"	PUNCT
crl-16737	169	91	yes	yes	INTJ
crl-16737	169	92	,	,	PUNCT
crl-16737	169	93	virginia	virginia	PROPN
crl-16737	169	94	,	,	PUNCT
crl-16737	169	95	it	it	PRON
crl-16737	169	96	will	will	AUX
crl-16737	169	97	scale	scale	VERB
crl-16737	169	98	:	:	PUNCT
crl-16737	169	99	using	use	VERB
crl-16737	169	100	data	datum	NOUN
crl-16737	169	101	to	to	PART
crl-16737	169	102	personalize	personalize	VERB
crl-16737	169	103	high	high	ADJ
crl-16737	169	104	-	-	PUNCT
crl-16737	169	105	volume	volume	NOUN
crl-16737	169	106	reference	reference	NOUN
crl-16737	169	107	interactions	interaction	NOUN
crl-16737	169	108	,	,	PUNCT
crl-16737	169	109	”	"	PUNCT
crl-16737	169	110	journal	journal	NOUN
crl-16737	169	111	of	of	ADP
crl-16737	169	112	academic	academic	ADJ
crl-16737	169	113	librarianship	librarianship	NOUN
crl-16737	169	114	42	42	NUM
crl-16737	169	115	,	,	PUNCT
crl-16737	169	116	no	no	INTJ
crl-16737	169	117	.	.	NOUN
crl-16737	169	118	1	1	NUM
crl-16737	169	119	(	(	PUNCT
crl-16737	169	120	2016	2016	NUM
crl-16737	169	121	):	):	PUNCT
crl-16737	169	122	21–26	21–26	NUM
crl-16737	169	123	.	.	PUNCT
crl-16737	170	1	41	41	NUM
crl-16737	170	2	.	.	PUNCT
crl-16737	171	1	krista	krista	PROPN
crl-16737	171	2	m.	m.	PROPN
crl-16737	171	3	soria	soria	PROPN
crl-16737	171	4	,	,	PUNCT
crl-16737	171	5	“	"	PUNCT
crl-16737	171	6	factors	factor	NOUN
crl-16737	171	7	predicting	predict	VERB
crl-16737	171	8	the	the	DET
crl-16737	171	9	importance	importance	NOUN
crl-16737	171	10	of	of	ADP
crl-16737	171	11	libraries	library	NOUN
crl-16737	171	12	and	and	CCONJ
crl-16737	171	13	research	research	NOUN
crl-16737	171	14	activities	activity	NOUN
crl-16737	171	15	for	for	ADP
crl-16737	171	16	undergraduates	undergraduate	NOUN
crl-16737	171	17	,	,	PUNCT
crl-16737	171	18	”	"	PUNCT
crl-16737	171	19	journal	journal	NOUN
crl-16737	171	20	of	of	ADP
crl-16737	171	21	academic	academic	ADJ
crl-16737	171	22	librarianship	librarianship	NOUN
crl-16737	171	23	39	39	NUM
crl-16737	171	24	,	,	PUNCT
crl-16737	171	25	no	no	INTJ
crl-16737	171	26	.	.	NOUN
crl-16737	171	27	6	6	NUM
crl-16737	171	28	(	(	PUNCT
crl-16737	171	29	2014	2014	NUM
crl-16737	171	30	):	):	PUNCT
crl-16737	171	31	464–70	464–70	PROPN
crl-16737	171	32	;	;	PUNCT
crl-16737	171	33	krista	krista	PROPN
crl-16737	171	34	m.	m.	PROPN
crl-16737	171	35	soria	soria	PROPN
crl-16737	171	36	,	,	PUNCT
crl-16737	171	37	jan	jan	PROPN
crl-16737	171	38	fransen	fransen	PROPN
crl-16737	171	39	,	,	PUNCT
crl-16737	171	40	and	and	CCONJ
crl-16737	171	41	shane	shane	PROPN
crl-16737	171	42	nackerud	nackerud	PROPN
crl-16737	171	43	,	,	PUNCT
crl-16737	171	44	“	"	PUNCT
crl-16737	171	45	beyond	beyond	ADP
crl-16737	171	46	books	book	NOUN
crl-16737	171	47	:	:	PUNCT
crl-16737	171	48	the	the	DET
crl-16737	171	49	extended	extended	ADJ
crl-16737	171	50	academic	academic	ADJ
crl-16737	171	51	benefits	benefit	NOUN
crl-16737	171	52	of	of	ADP
crl-16737	171	53	library	library	ADJ
crl-16737	171	54	use	use	NOUN
crl-16737	171	55	for	for	ADP
crl-16737	171	56	first	first	ADJ
crl-16737	171	57	-	-	PUNCT
crl-16737	171	58	year	year	NOUN
crl-16737	171	59	college	college	NOUN
crl-16737	171	60	students	student	NOUN
crl-16737	171	61	,	,	PUNCT
crl-16737	171	62	”	"	PUNCT
crl-16737	171	63	college	college	PROPN
crl-16737	171	64	&	&	CCONJ
crl-16737	171	65	research	research	PROPN
crl-16737	171	66	libraries	library	NOUN
crl-16737	171	67	77	77	NUM
crl-16737	171	68	,	,	PUNCT
crl-16737	171	69	no	no	INTJ
crl-16737	171	70	.	.	NOUN
crl-16737	171	71	1	1	NUM
crl-16737	171	72	(	(	PUNCT
crl-16737	171	73	2016	2016	NUM
crl-16737	171	74	):	):	PUNCT
crl-16737	171	75	8–22	8–22	PROPN
crl-16737	171	76	.	.	PUNCT
crl-16737	172	1	42	42	NUM
crl-16737	172	2	.	.	PUNCT
crl-16737	172	3	soria	soria	PROPN
crl-16737	172	4	,	,	PUNCT
crl-16737	172	5	fransen	fransen	ADJ
crl-16737	172	6	,	,	PUNCT
crl-16737	172	7	and	and	CCONJ
crl-16737	172	8	nackerud	nackerud	VERB
crl-16737	172	9	,	,	PUNCT
crl-16737	172	10	“	"	PUNCT
crl-16737	172	11	library	library	NOUN
crl-16737	172	12	use	use	NOUN
crl-16737	172	13	and	and	CCONJ
crl-16737	172	14	undergraduate	undergraduate	ADJ
crl-16737	172	15	student	student	NOUN
crl-16737	172	16	outcomes	outcome	NOUN
crl-16737	172	17	.	.	PUNCT
crl-16737	172	18	”	"	PUNCT
crl-16737	173	1	43	43	NUM
crl-16737	173	2	.	.	PUNCT
crl-16737	173	3	chiteng	chiteng	PROPN
crl-16737	173	4	kot	kot	PROPN
crl-16737	173	5	and	and	CCONJ
crl-16737	173	6	jones	jones	PROPN
crl-16737	173	7	,	,	PUNCT
crl-16737	173	8	“	"	PUNCT
crl-16737	173	9	the	the	DET
crl-16737	173	10	impact	impact	NOUN
crl-16737	173	11	of	of	ADP
crl-16737	173	12	library	library	ADJ
crl-16737	173	13	resource	resource	NOUN
crl-16737	173	14	utilization	utilization	NOUN
crl-16737	173	15	on	on	ADP
crl-16737	173	16	undergraduate	undergraduate	ADJ
crl-16737	173	17	students	student	NOUN
crl-16737	173	18	’	'	PUNCT
crl-16737	173	19	academic	academic	ADJ
crl-16737	173	20	performance	performance	NOUN
crl-16737	173	21	.	.	PUNCT
crl-16737	173	22	”	"	PUNCT
crl-16737	174	1	44	44	NUM
crl-16737	174	2	.	.	PUNCT
crl-16737	174	3	ibid	ibid	NOUN
crl-16737	174	4	.	.	PUNCT
crl-16737	175	1	45	45	NUM
crl-16737	175	2	.	.	X
crl-16737	175	3	ibid	ibid	NOUN
crl-16737	175	4	.	.	PUNCT
crl-16737	176	1	46	46	NUM
crl-16737	176	2	.	.	PUNCT
crl-16737	176	3	stone	stone	NOUN
crl-16737	176	4	and	and	CCONJ
crl-16737	176	5	bryony	bryony	PROPN
crl-16737	176	6	ramsden	ramsden	PROPN
crl-16737	176	7	,	,	PUNCT
crl-16737	176	8	“	"	PUNCT
crl-16737	176	9	library	library	NOUN
crl-16737	176	10	impact	impact	NOUN
crl-16737	176	11	data	datum	NOUN
crl-16737	176	12	project	project	NOUN
crl-16737	176	13	.	.	PUNCT
crl-16737	176	14	”	"	PUNCT