id	sid	tid	token	lemma	pos
crl-16824	1	1	the	the	DET
crl-16824	1	2	academic	academic	PROPN
crl-16824	1	3	library	library	NOUN
crl-16824	1	4	’s	’s	PART
crl-16824	1	5	contribution	contribution	NOUN
crl-16824	1	6	to	to	ADP
crl-16824	1	7	student	student	NOUN
crl-16824	1	8	success	success	NOUN
crl-16824	1	9	:	:	PUNCT
crl-16824	1	10	library	library	NOUN
crl-16824	1	11	instruction	instruction	NOUN
crl-16824	1	12	and	and	CCONJ
crl-16824	1	13	gpa	gpa	PROPN
crl-16824	1	14	737	737	NUM
crl-16824	1	15	the	the	DET
crl-16824	1	16	academic	academic	ADJ
crl-16824	1	17	library	library	NOUN
crl-16824	1	18	’s	’s	PART
crl-16824	1	19	contribution	contribution	NOUN
crl-16824	1	20	to	to	ADP
crl-16824	1	21	student	student	NOUN
crl-16824	1	22	success	success	NOUN
crl-16824	1	23	:	:	PUNCT
crl-16824	1	24	library	library	NOUN
crl-16824	1	25	instruction	instruction	NOUN
crl-16824	1	26	and	and	CCONJ
crl-16824	1	27	gpa	gpa	PROPN
crl-16824	1	28	*	*	PROPN
crl-16824	1	29	ula	ula	PROPN
crl-16824	1	30	gaha	gaha	PROPN
crl-16824	1	31	,	,	PUNCT
crl-16824	1	32	suzanne	suzanne	PROPN
crl-16824	1	33	hinnefeld	hinnefeld	PROPN
crl-16824	1	34	,	,	PUNCT
crl-16824	1	35	and	and	CCONJ
crl-16824	1	36	catherine	catherine	PROPN
crl-16824	1	37	pellegrino	pellegrino	PROPN
crl-16824	1	38	preliminary	preliminary	ADJ
crl-16824	1	39	data	datum	NOUN
crl-16824	1	40	from	from	ADP
crl-16824	1	41	this	this	DET
crl-16824	1	42	paper	paper	NOUN
crl-16824	1	43	were	be	AUX
crl-16824	1	44	presented	present	VERB
crl-16824	1	45	as	as	ADP
crl-16824	1	46	a	a	DET
crl-16824	1	47	poster	poster	NOUN
crl-16824	1	48	session	session	NOUN
crl-16824	1	49	at	at	ADP
crl-16824	1	50	the	the	DET
crl-16824	1	51	annual	annual	ADJ
crl-16824	1	52	meeting	meeting	NOUN
crl-16824	1	53	of	of	ADP
crl-16824	1	54	the	the	DET
crl-16824	1	55	academic	academic	ADJ
crl-16824	1	56	libraries	library	NOUN
crl-16824	1	57	of	of	ADP
crl-16824	1	58	indiana	indiana	PROPN
crl-16824	1	59	in	in	ADP
crl-16824	1	60	greencastle	greencastle	PROPN
crl-16824	1	61	,	,	PUNCT
crl-16824	1	62	indiana	indiana	PROPN
crl-16824	1	63	on	on	ADP
crl-16824	1	64	may	may	PROPN
crl-16824	1	65	6	6	NUM
crl-16824	1	66	,	,	PUNCT
crl-16824	1	67	2016	2016	NUM
crl-16824	1	68	and	and	CCONJ
crl-16824	1	69	also	also	ADV
crl-16824	1	70	in	in	ADP
crl-16824	1	71	a	a	DET
crl-16824	1	72	conference	conference	NOUN
crl-16824	1	73	session	session	NOUN
crl-16824	1	74	at	at	ADP
crl-16824	1	75	the	the	DET
crl-16824	1	76	joint	joint	ADJ
crl-16824	1	77	conference	conference	NOUN
crl-16824	1	78	of	of	ADP
crl-16824	1	79	georgia	georgia	PROPN
crl-16824	1	80	como	como	PROPN
crl-16824	1	81	and	and	CCONJ
crl-16824	1	82	the	the	DET
crl-16824	1	83	southeastern	southeastern	ADJ
crl-16824	1	84	library	library	PROPN
crl-16824	1	85	association	association	PROPN
crl-16824	1	86	in	in	ADP
crl-16824	1	87	athens	athens	PROPN
crl-16824	1	88	,	,	PUNCT
crl-16824	1	89	georgia	georgia	PROPN
crl-16824	1	90	on	on	ADP
crl-16824	1	91	october	october	PROPN
crl-16824	1	92	6	6	NUM
crl-16824	1	93	,	,	PUNCT
crl-16824	1	94	2016	2016	NUM
crl-16824	1	95	.	.	PUNCT
crl-16824	2	1	this	this	DET
crl-16824	2	2	study	study	NOUN
crl-16824	2	3	examines	examine	VERB
crl-16824	2	4	the	the	DET
crl-16824	2	5	relationship	relationship	NOUN
crl-16824	2	6	between	between	ADP
crl-16824	2	7	library	library	NOUN
crl-16824	2	8	instruction	instruction	NOUN
crl-16824	2	9	and	and	CCONJ
crl-16824	2	10	graduating	graduating	NOUN
crl-16824	2	11	students	student	NOUN
crl-16824	2	12	’	'	PUNCT
crl-16824	2	13	four	four	NUM
crl-16824	2	14	-	-	PUNCT
crl-16824	2	15	year	year	NOUN
crl-16824	2	16	cumulative	cumulative	ADJ
crl-16824	2	17	grade	grade	NOUN
crl-16824	2	18	point	point	NOUN
crl-16824	2	19	averages	average	NOUN
crl-16824	2	20	for	for	ADP
crl-16824	2	21	the	the	DET
crl-16824	2	22	classes	class	NOUN
crl-16824	2	23	of	of	ADP
crl-16824	2	24	2012	2012	NUM
crl-16824	2	25	-	-	SYM
crl-16824	2	26	2015	2015	NUM
crl-16824	2	27	.	.	PUNCT
crl-16824	3	1	after	after	ADP
crl-16824	3	2	normalizing	normalize	VERB
crl-16824	3	3	the	the	DET
crl-16824	3	4	gpas	gpa	NOUN
crl-16824	3	5	by	by	ADP
crl-16824	3	6	departments	department	NOUN
crl-16824	3	7	to	to	PART
crl-16824	3	8	account	account	VERB
crl-16824	3	9	for	for	ADP
crl-16824	3	10	differences	difference	NOUN
crl-16824	3	11	in	in	ADP
crl-16824	3	12	departmental	departmental	ADJ
crl-16824	3	13	grading	grading	NOUN
crl-16824	3	14	,	,	PUNCT
crl-16824	3	15	a	a	DET
crl-16824	3	16	two	two	NUM
crl-16824	3	17	-	-	PUNCT
crl-16824	3	18	tailed	tail	VERB
crl-16824	3	19	t	t	NOUN
crl-16824	3	20	-	-	PUNCT
crl-16824	3	21	test	test	NOUN
crl-16824	3	22	indicated	indicate	VERB
crl-16824	3	23	a	a	DET
crl-16824	3	24	statistically	statistically	ADV
crl-16824	3	25	significant	significant	ADJ
crl-16824	3	26	increase	increase	NOUN
crl-16824	3	27	in	in	ADP
crl-16824	3	28	gpa	gpa	PROPN
crl-16824	3	29	among	among	ADP
crl-16824	3	30	graduating	graduate	VERB
crl-16824	3	31	students	student	NOUN
crl-16824	3	32	who	who	PRON
crl-16824	3	33	were	be	AUX
crl-16824	3	34	enrolled	enrol	VERB
crl-16824	3	35	in	in	ADP
crl-16824	3	36	classes	class	NOUN
crl-16824	3	37	in	in	ADP
crl-16824	3	38	which	which	PRON
crl-16824	3	39	at	at	ADP
crl-16824	3	40	least	least	ADV
crl-16824	3	41	one	one	NUM
crl-16824	3	42	library	library	NOUN
crl-16824	3	43	instruction	instruction	NOUN
crl-16824	3	44	session	session	NOUN
crl-16824	3	45	was	be	AUX
crl-16824	3	46	held	hold	VERB
crl-16824	3	47	(	(	PUNCT
crl-16824	3	48	n=1,265	n=1,265	NOUN
crl-16824	3	49	)	)	PUNCT
crl-16824	3	50	over	over	ADP
crl-16824	3	51	students	student	NOUN
crl-16824	3	52	who	who	PRON
crl-16824	3	53	were	be	AUX
crl-16824	3	54	enrolled	enrol	VERB
crl-16824	3	55	in	in	ADP
crl-16824	3	56	no	no	DET
crl-16824	3	57	classes	class	NOUN
crl-16824	3	58	with	with	ADP
crl-16824	3	59	library	library	ADJ
crl-16824	3	60	instruction	instruction	NOUN
crl-16824	3	61	(	(	PUNCT
crl-16824	3	62	n=115	n=115	PROPN
crl-16824	3	63	)	)	PUNCT
crl-16824	3	64	.	.	PUNCT
crl-16824	4	1	librarians	librarian	NOUN
crl-16824	4	2	are	be	AUX
crl-16824	4	3	using	use	VERB
crl-16824	4	4	the	the	DET
crl-16824	4	5	results	result	NOUN
crl-16824	4	6	to	to	PART
crl-16824	4	7	demonstrate	demonstrate	VERB
crl-16824	4	8	the	the	DET
crl-16824	4	9	relationship	relationship	NOUN
crl-16824	4	10	between	between	ADP
crl-16824	4	11	the	the	DET
crl-16824	4	12	library	library	NOUN
crl-16824	4	13	and	and	CCONJ
crl-16824	4	14	student	student	NOUN
crl-16824	4	15	success	success	NOUN
crl-16824	4	16	,	,	PUNCT
crl-16824	4	17	and	and	CCONJ
crl-16824	4	18	to	to	PART
crl-16824	4	19	promote	promote	VERB
crl-16824	4	20	library	library	ADJ
crl-16824	4	21	instruction	instruction	NOUN
crl-16824	4	22	on	on	ADP
crl-16824	4	23	campus	campus	NOUN
crl-16824	4	24	.	.	PUNCT
crl-16824	5	1	introduction	introduction	NOUN
crl-16824	5	2	as	as	ADP
crl-16824	5	3	the	the	DET
crl-16824	5	4	academic	academic	PROPN
crl-16824	5	5	library	library	NOUN
crl-16824	5	6	community	community	NOUN
crl-16824	5	7	has	have	AUX
crl-16824	5	8	seen	see	VERB
crl-16824	5	9	in	in	ADP
crl-16824	5	10	the	the	DET
crl-16824	5	11	half	half	ADJ
crl-16824	5	12	-	-	PUNCT
crl-16824	5	13	decade	decade	NOUN
crl-16824	5	14	since	since	SCONJ
crl-16824	5	15	the	the	DET
crl-16824	5	16	establishment	establishment	NOUN
crl-16824	5	17	of	of	ADP
crl-16824	5	18	the	the	DET
crl-16824	5	19	association	association	NOUN
crl-16824	5	20	of	of	ADP
crl-16824	5	21	college	college	PROPN
crl-16824	5	22	and	and	CCONJ
crl-16824	5	23	research	research	NOUN
crl-16824	5	24	libraries	library	NOUN
crl-16824	5	25	’	'	PUNCT
crl-16824	5	26	(	(	PUNCT
crl-16824	5	27	acrl	acrl	NOUN
crl-16824	5	28	)	)	PUNCT
crl-16824	5	29	value	value	NOUN
crl-16824	5	30	of	of	ADP
crl-16824	5	31	academic	academic	ADJ
crl-16824	5	32	libraries	library	NOUN
crl-16824	5	33	project	project	NOUN
crl-16824	5	34	,	,	PUNCT
crl-16824	5	35	librarians	librarian	NOUN
crl-16824	5	36	at	at	ADP
crl-16824	5	37	institutions	institution	NOUN
crl-16824	5	38	of	of	ADP
crl-16824	5	39	higher	high	ADJ
crl-16824	5	40	education	education	NOUN
crl-16824	5	41	face	face	NOUN
crl-16824	5	42	increased	increase	VERB
crl-16824	5	43	pressures	pressure	NOUN
crl-16824	5	44	to	to	PART
crl-16824	5	45	demonstrate	demonstrate	VERB
crl-16824	5	46	their	their	PRON
crl-16824	5	47	contributions	contribution	NOUN
crl-16824	5	48	to	to	ADP
crl-16824	5	49	various	various	ADJ
crl-16824	5	50	measures	measure	NOUN
crl-16824	5	51	of	of	ADP
crl-16824	5	52	student	student	NOUN
crl-16824	5	53	success	success	NOUN
crl-16824	5	54	within	within	ADP
crl-16824	5	55	their	their	PRON
crl-16824	5	56	institutions.1	institutions.1	NOUN
crl-16824	5	57	in	in	ADP
crl-16824	5	58	that	that	DET
crl-16824	5	59	context	context	NOUN
crl-16824	5	60	,	,	PUNCT
crl-16824	5	61	the	the	DET
crl-16824	5	62	authors	author	NOUN
crl-16824	5	63	encountered	encounter	VERB
crl-16824	5	64	krista	krista	PROPN
crl-16824	5	65	soria	soria	PROPN
crl-16824	5	66	,	,	PUNCT
crl-16824	5	67	jan	jan	PROPN
crl-16824	5	68	fransen	fransen	PROPN
crl-16824	5	69	,	,	PUNCT
crl-16824	5	70	and	and	CCONJ
crl-16824	5	71	shane	shane	PROPN
crl-16824	5	72	nackerud	nackerud	PROPN
crl-16824	5	73	’s	’s	PART
crl-16824	5	74	groundbreaking	groundbreake	VERB
crl-16824	5	75	work	work	NOUN
crl-16824	5	76	linking	link	VERB
crl-16824	5	77	students	student	NOUN
crl-16824	5	78	’	'	PUNCT
crl-16824	5	79	library	library	NOUN
crl-16824	5	80	experience	experience	NOUN
crl-16824	5	81	with	with	ADP
crl-16824	5	82	their	their	PRON
crl-16824	5	83	educational	educational	ADJ
crl-16824	5	84	outcomes	outcome	NOUN
crl-16824	5	85	at	at	ADP
crl-16824	5	86	the	the	DET
crl-16824	5	87	university	university	PROPN
crl-16824	5	88	of	of	ADP
crl-16824	5	89	minnesota	minnesota	PROPN
crl-16824	5	90	,	,	PUNCT
crl-16824	5	91	and	and	CCONJ
crl-16824	5	92	were	be	AUX
crl-16824	5	93	troubled	trouble	VERB
crl-16824	5	94	by	by	ADP
crl-16824	5	95	their	their	PRON
crl-16824	5	96	finding	finding	NOUN
crl-16824	5	97	that	that	DET
crl-16824	5	98	course	course	NOUN
crl-16824	5	99	-	-	PUNCT
crl-16824	5	100	integrated	integrate	VERB
crl-16824	5	101	library	library	NOUN
crl-16824	5	102	instruction	instruction	NOUN
crl-16824	5	103	in	in	ADP
crl-16824	5	104	students	student	NOUN
crl-16824	5	105	’	'	PUNCT
crl-16824	5	106	first	first	ADJ
crl-16824	5	107	year	year	NOUN
crl-16824	5	108	of	of	ADP
crl-16824	5	109	undergraduate	undergraduate	NOUN
crl-16824	5	110	study	study	NOUN
crl-16824	5	111	was	be	AUX
crl-16824	5	112	negatively	negatively	ADV
crl-16824	5	113	correlated	correlate	VERB
crl-16824	5	114	with	with	ADP
crl-16824	5	115	their	their	PRON
crl-16824	5	116	first	first	ADJ
crl-16824	5	117	-	-	PUNCT
crl-16824	5	118	year	year	NOUN
crl-16824	5	119	grade	grade	NOUN
crl-16824	5	120	-	-	PUNCT
crl-16824	5	121	point	point	NOUN
crl-16824	5	122	average.2	average.2	PROPN
crl-16824	5	123	knowing	knowing	NOUN
crl-16824	5	124	that	that	SCONJ
crl-16824	5	125	both	both	PRON
crl-16824	5	126	shun	shun	PROPN
crl-16824	5	127	han	han	PROPN
crl-16824	5	128	rebekah	rebekah	PROPN
crl-16824	5	129	wong	wong	PROPN
crl-16824	5	130	and	and	CCONJ
crl-16824	5	131	dianne	dianne	PROPN
crl-16824	5	132	cmor	cmor	PROPN
crl-16824	5	133	,	,	PUNCT
crl-16824	5	134	as	as	ADV
crl-16824	5	135	well	well	ADV
crl-16824	5	136	as	as	ADP
crl-16824	5	137	melissa	melissa	PROPN
crl-16824	5	138	bowles	bowles	PROPN
crl-16824	5	139	-	-	PUNCT
crl-16824	5	140	terry	terry	PROPN
crl-16824	5	141	,	,	PUNCT
crl-16824	5	142	ula	ula	PROPN
crl-16824	5	143	gaha	gaha	PROPN
crl-16824	5	144	is	be	AUX
crl-16824	5	145	reference	reference	NOUN
crl-16824	5	146	and	and	CCONJ
crl-16824	5	147	instruction	instruction	NOUN
crl-16824	5	148	librarian	librarian	NOUN
crl-16824	5	149	at	at	ADP
crl-16824	5	150	saint	saint	PROPN
crl-16824	5	151	mary	mary	PROPN
crl-16824	5	152	’s	’s	PART
crl-16824	5	153	college	college	PROPN
crl-16824	5	154	,	,	PUNCT
crl-16824	5	155	notre	notre	PROPN
crl-16824	5	156	dame	dame	PROPN
crl-16824	5	157	,	,	PUNCT
crl-16824	5	158	indiana	indiana	PROPN
crl-16824	5	159	,	,	PUNCT
crl-16824	5	160	e	e	NOUN
crl-16824	5	161	-	-	NOUN
crl-16824	5	162	mail	mail	NOUN
crl-16824	5	163	:	:	PUNCT
crl-16824	6	1	ugaha@saintmarys.edu	ugaha@saintmarys.edu	PROPN
crl-16824	6	2	;	;	PUNCT
crl-16824	6	3	suzanne	suzanne	PROPN
crl-16824	6	4	hinnefeld	hinnefeld	PROPN
crl-16824	6	5	is	be	AUX
crl-16824	6	6	collection	collection	NOUN
crl-16824	6	7	development	development	NOUN
crl-16824	6	8	librarian	librarian	PROPN
crl-16824	6	9	at	at	ADP
crl-16824	6	10	saint	saint	PROPN
crl-16824	6	11	mary	mary	PROPN
crl-16824	6	12	’s	’s	PART
crl-16824	6	13	college	college	PROPN
crl-16824	6	14	,	,	PUNCT
crl-16824	6	15	notre	notre	PROPN
crl-16824	6	16	dame	dame	PROPN
crl-16824	6	17	,	,	PUNCT
crl-16824	6	18	indiana	indiana	PROPN
crl-16824	6	19	,	,	PUNCT
crl-16824	6	20	e	e	NOUN
crl-16824	6	21	-	-	NOUN
crl-16824	6	22	mail	mail	NOUN
crl-16824	6	23	:	:	PUNCT
crl-16824	6	24	shinnefe@saintmarys.edu	shinnefe@saintmarys.edu	PROPN
crl-16824	6	25	;	;	PUNCT
crl-16824	6	26	catherine	catherine	PROPN
crl-16824	6	27	pellegrino	pellegrino	PROPN
crl-16824	6	28	is	be	AUX
crl-16824	6	29	reference	reference	NOUN
crl-16824	6	30	and	and	CCONJ
crl-16824	6	31	instruction	instruction	NOUN
crl-16824	6	32	librarian	librarian	NOUN
crl-16824	6	33	at	at	ADP
crl-16824	6	34	saint	saint	PROPN
crl-16824	6	35	mary	mary	PROPN
crl-16824	6	36	’s	’s	PART
crl-16824	6	37	college	college	PROPN
crl-16824	6	38	,	,	PUNCT
crl-16824	6	39	notre	notre	PROPN
crl-16824	6	40	dame	dame	PROPN
crl-16824	6	41	,	,	PUNCT
crl-16824	6	42	indiana	indiana	PROPN
crl-16824	6	43	,	,	PUNCT
crl-16824	6	44	e	e	NOUN
crl-16824	6	45	-	-	NOUN
crl-16824	6	46	mail	mail	NOUN
crl-16824	6	47	:	:	PUNCT
crl-16824	7	1	cpellegr@saintmarys.edu	cpellegr@saintmarys.edu	X
crl-16824	7	2	.	.	PUNCT
crl-16824	8	1	©	©	PROPN
crl-16824	8	2	2018	2018	NUM
crl-16824	8	3	ula	ula	PROPN
crl-16824	8	4	gaha	gaha	PROPN
crl-16824	8	5	,	,	PUNCT
crl-16824	8	6	suzanne	suzanne	PROPN
crl-16824	8	7	hinnefeld	hinnefeld	PROPN
crl-16824	8	8	,	,	PUNCT
crl-16824	8	9	and	and	CCONJ
crl-16824	8	10	catherine	catherine	PROPN
crl-16824	8	11	pellegrino	pellegrino	PROPN
crl-16824	8	12	,	,	PUNCT
crl-16824	8	13	attribution	attribution	NOUN
crl-16824	8	14	-	-	PUNCT
crl-16824	8	15	noncommercial	noncommercial	ADJ
crl-16824	8	16	(	(	PUNCT
crl-16824	8	17	http://creativecommons	http://creativecommon	NOUN
crl-16824	8	18	.	.	PUNCT
crl-16824	8	19	org	org	ADJ
crl-16824	8	20	/	/	SYM
crl-16824	8	21	licenses	license	NOUN
crl-16824	8	22	/	/	SYM
crl-16824	8	23	by	by	ADP
crl-16824	8	24	-	-	PUNCT
crl-16824	8	25	nc/4.0/	nc/4.0/	NOUN
crl-16824	8	26	)	)	PUNCT
crl-16824	8	27	cc	cc	NOUN
crl-16824	8	28	by	by	ADP
crl-16824	8	29	-	-	PUNCT
crl-16824	8	30	nc	nc	PROPN
crl-16824	8	31	.	.	PROPN
crl-16824	8	32	mailto:ugaha@saintmarys.edu	mailto:ugaha@saintmarys.edu	PROPN
crl-16824	8	33	mailto:shinnefe@saintmarys.edu	mailto:shinnefe@saintmarys.edu	VERB
crl-16824	8	34	mailto:cpellegr@saintmarys.edu	mailto:cpellegr@saintmarys.edu	PROPN
crl-16824	8	35	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	PROPN
crl-16824	8	36	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	PROPN
crl-16824	8	37	738	738	NUM
crl-16824	8	38	college	college	PROPN
crl-16824	8	39	&	&	CCONJ
crl-16824	8	40	research	research	PROPN
crl-16824	8	41	libraries	library	NOUN
crl-16824	8	42	september	september	PROPN
crl-16824	8	43	2018	2018	NUM
crl-16824	8	44	have	have	AUX
crl-16824	8	45	documented	document	VERB
crl-16824	8	46	positive	positive	ADJ
crl-16824	8	47	correlations	correlation	NOUN
crl-16824	8	48	between	between	ADP
crl-16824	8	49	library	library	NOUN
crl-16824	8	50	instruction	instruction	NOUN
crl-16824	8	51	and	and	CCONJ
crl-16824	8	52	students	student	NOUN
crl-16824	8	53	’	'	PUNCT
crl-16824	8	54	gpa	gpa	PROPN
crl-16824	8	55	,	,	PUNCT
crl-16824	8	56	the	the	DET
crl-16824	8	57	authors	author	NOUN
crl-16824	8	58	wondered	wonder	VERB
crl-16824	8	59	if	if	SCONJ
crl-16824	8	60	variability	variability	NOUN
crl-16824	8	61	in	in	ADP
crl-16824	8	62	disciplinary	disciplinary	ADJ
crl-16824	8	63	grading	grading	NOUN
crl-16824	8	64	standards	standard	NOUN
crl-16824	8	65	accounted	account	VERB
crl-16824	8	66	for	for	ADP
crl-16824	8	67	the	the	DET
crl-16824	8	68	negative	negative	ADJ
crl-16824	8	69	correlation	correlation	NOUN
crl-16824	8	70	between	between	ADP
crl-16824	8	71	instruction	instruction	NOUN
crl-16824	8	72	and	and	CCONJ
crl-16824	8	73	gpa	gpa	PROPN
crl-16824	8	74	in	in	ADP
crl-16824	8	75	the	the	DET
crl-16824	8	76	minnesota	minnesota	NOUN
crl-16824	8	77	study.3	study.3	PROPN
crl-16824	8	78	in	in	ADP
crl-16824	8	79	other	other	ADJ
crl-16824	8	80	words	word	NOUN
crl-16824	8	81	,	,	PUNCT
crl-16824	8	82	perhaps	perhaps	ADV
crl-16824	8	83	majors	major	NOUN
crl-16824	8	84	with	with	ADP
crl-16824	8	85	more	more	ADV
crl-16824	8	86	rigorous	rigorous	ADJ
crl-16824	8	87	grading	grading	NOUN
crl-16824	8	88	standards	standard	NOUN
crl-16824	8	89	were	be	AUX
crl-16824	8	90	more	more	ADV
crl-16824	8	91	likely	likely	ADJ
crl-16824	8	92	to	to	PART
crl-16824	8	93	use	use	VERB
crl-16824	8	94	library	library	ADJ
crl-16824	8	95	instruction	instruction	NOUN
crl-16824	8	96	,	,	PUNCT
crl-16824	8	97	while	while	SCONJ
crl-16824	8	98	majors	major	NOUN
crl-16824	8	99	with	with	ADP
crl-16824	8	100	“	"	PUNCT
crl-16824	8	101	easier	easy	ADJ
crl-16824	8	102	”	"	PUNCT
crl-16824	8	103	grading	grading	NOUN
crl-16824	8	104	were	be	AUX
crl-16824	8	105	less	less	ADV
crl-16824	8	106	likely	likely	ADJ
crl-16824	8	107	to	to	PART
crl-16824	8	108	use	use	VERB
crl-16824	8	109	library	library	ADJ
crl-16824	8	110	instruction	instruction	NOUN
crl-16824	8	111	,	,	PUNCT
crl-16824	8	112	resulting	result	VERB
crl-16824	8	113	in	in	ADP
crl-16824	8	114	an	an	DET
crl-16824	8	115	effect	effect	NOUN
crl-16824	8	116	that	that	PRON
crl-16824	8	117	looked	look	VERB
crl-16824	8	118	like	like	ADP
crl-16824	8	119	a	a	DET
crl-16824	8	120	negative	negative	ADJ
crl-16824	8	121	correlation	correlation	NOUN
crl-16824	8	122	,	,	PUNCT
crl-16824	8	123	but	but	CCONJ
crl-16824	8	124	was	be	AUX
crl-16824	8	125	actually	actually	ADV
crl-16824	8	126	an	an	DET
crl-16824	8	127	artifact	artifact	NOUN
crl-16824	8	128	of	of	ADP
crl-16824	8	129	disciplinary	disciplinary	ADJ
crl-16824	8	130	grading	grading	NOUN
crl-16824	8	131	standards	standard	NOUN
crl-16824	8	132	.	.	PUNCT
crl-16824	9	1	differential	differential	ADJ
crl-16824	9	2	grading	grading	NOUN
crl-16824	9	3	standards	standard	NOUN
crl-16824	9	4	in	in	ADP
crl-16824	9	5	different	different	ADJ
crl-16824	9	6	disciplines	discipline	NOUN
crl-16824	9	7	is	be	AUX
crl-16824	9	8	a	a	DET
crl-16824	9	9	well	well	ADV
crl-16824	9	10	-	-	PUNCT
crl-16824	9	11	documented	document	VERB
crl-16824	9	12	phenomenon	phenomenon	NOUN
crl-16824	9	13	in	in	ADP
crl-16824	9	14	higher	high	ADJ
crl-16824	9	15	education	education	NOUN
crl-16824	9	16	:	:	PUNCT
crl-16824	9	17	b.	b.	PROPN
crl-16824	9	18	curtis	curtis	PROPN
crl-16824	9	19	eaton	eaton	PROPN
crl-16824	9	20	and	and	CCONJ
crl-16824	9	21	mukesh	mukesh	PROPN
crl-16824	9	22	eswaran	eswaran	PROPN
crl-16824	9	23	examined	examine	VERB
crl-16824	9	24	data	datum	NOUN
crl-16824	9	25	from	from	ADP
crl-16824	9	26	three	three	NUM
crl-16824	9	27	universities	university	NOUN
crl-16824	9	28	in	in	ADP
crl-16824	9	29	canada	canada	PROPN
crl-16824	9	30	and	and	CCONJ
crl-16824	9	31	found	find	VERB
crl-16824	9	32	a	a	DET
crl-16824	9	33	wide	wide	ADJ
crl-16824	9	34	variation	variation	NOUN
crl-16824	9	35	in	in	ADP
crl-16824	9	36	average	average	ADJ
crl-16824	9	37	grades	grade	NOUN
crl-16824	9	38	by	by	ADP
crl-16824	9	39	discipline	discipline	NOUN
crl-16824	9	40	.	.	PUNCT
crl-16824	10	1	however	however	ADV
crl-16824	10	2	,	,	PUNCT
crl-16824	10	3	that	that	DET
crl-16824	10	4	variation	variation	NOUN
crl-16824	10	5	did	do	AUX
crl-16824	10	6	not	not	PART
crl-16824	10	7	necessarily	necessarily	ADV
crl-16824	10	8	follow	follow	VERB
crl-16824	10	9	the	the	DET
crl-16824	10	10	stereotype	stereotype	NOUN
crl-16824	10	11	of	of	ADP
crl-16824	10	12	higher	high	ADJ
crl-16824	10	13	grades	grade	NOUN
crl-16824	10	14	in	in	ADP
crl-16824	10	15	humanities	humanity	NOUN
crl-16824	10	16	departments	department	NOUN
crl-16824	10	17	and	and	CCONJ
crl-16824	10	18	lower	low	ADJ
crl-16824	10	19	grades	grade	NOUN
crl-16824	10	20	in	in	ADP
crl-16824	10	21	the	the	DET
crl-16824	10	22	sciences	science	NOUN
crl-16824	10	23	;	;	PUNCT
crl-16824	10	24	at	at	ADP
crl-16824	10	25	one	one	NUM
crl-16824	10	26	university	university	NOUN
crl-16824	10	27	,	,	PUNCT
crl-16824	10	28	“	"	PUNCT
crl-16824	10	29	low	low	ADJ
crl-16824	10	30	marks	mark	NOUN
crl-16824	10	31	”	"	PUNCT
crl-16824	10	32	departments	department	NOUN
crl-16824	10	33	included	include	VERB
crl-16824	10	34	history	history	NOUN
crl-16824	10	35	and	and	CCONJ
crl-16824	10	36	english	english	NOUN
crl-16824	10	37	,	,	PUNCT
crl-16824	10	38	while	while	SCONJ
crl-16824	10	39	“	"	PUNCT
crl-16824	10	40	high	high	ADJ
crl-16824	10	41	marks	mark	NOUN
crl-16824	10	42	”	"	PUNCT
crl-16824	10	43	departments	department	NOUN
crl-16824	10	44	included	include	VERB
crl-16824	10	45	physics	physics	NOUN
crl-16824	10	46	and	and	CCONJ
crl-16824	10	47	mechanical	mechanical	ADJ
crl-16824	10	48	engineering.4	engineering.4	PROPN
crl-16824	10	49	in	in	ADP
crl-16824	10	50	a	a	DET
crl-16824	10	51	more	more	ADV
crl-16824	10	52	recent	recent	ADJ
crl-16824	10	53	study	study	NOUN
crl-16824	10	54	in	in	ADP
crl-16824	10	55	the	the	DET
crl-16824	10	56	united	united	PROPN
crl-16824	10	57	states	states	PROPN
crl-16824	10	58	,	,	PUNCT
crl-16824	10	59	stuart	stuart	PROPN
crl-16824	10	60	rojstaczer	rojstaczer	PROPN
crl-16824	10	61	and	and	CCONJ
crl-16824	10	62	christopher	christopher	PROPN
crl-16824	10	63	healy	healy	PROPN
crl-16824	10	64	reviewed	review	VERB
crl-16824	10	65	grading	grade	VERB
crl-16824	10	66	norms	norm	NOUN
crl-16824	10	67	of	of	ADP
crl-16824	10	68	more	more	ADJ
crl-16824	10	69	than	than	ADP
crl-16824	10	70	200	200	NUM
crl-16824	10	71	institutions	institution	NOUN
crl-16824	10	72	of	of	ADP
crl-16824	10	73	higher	high	ADJ
crl-16824	10	74	education	education	NOUN
crl-16824	10	75	between	between	ADP
crl-16824	10	76	1940	1940	NUM
crl-16824	10	77	and	and	CCONJ
crl-16824	10	78	2009	2009	NUM
crl-16824	10	79	,	,	PUNCT
crl-16824	10	80	and	and	CCONJ
crl-16824	10	81	found	find	VERB
crl-16824	10	82	that	that	DET
crl-16824	10	83	faculty	faculty	NOUN
crl-16824	10	84	at	at	ADP
crl-16824	10	85	institutions	institution	NOUN
crl-16824	10	86	that	that	PRON
crl-16824	10	87	emphasized	emphasize	VERB
crl-16824	10	88	science	science	NOUN
crl-16824	10	89	and	and	CCONJ
crl-16824	10	90	engineering	engineering	NOUN
crl-16824	10	91	tended	tend	VERB
crl-16824	10	92	to	to	PART
crl-16824	10	93	give	give	VERB
crl-16824	10	94	lower	low	ADJ
crl-16824	10	95	grades	grade	NOUN
crl-16824	10	96	than	than	ADP
crl-16824	10	97	faculty	faculty	NOUN
crl-16824	10	98	at	at	ADP
crl-16824	10	99	institutions	institution	NOUN
crl-16824	10	100	that	that	PRON
crl-16824	10	101	emphasized	emphasize	VERB
crl-16824	10	102	the	the	DET
crl-16824	10	103	liberal	liberal	NOUN
crl-16824	10	104	arts.5	arts.5	CCONJ
crl-16824	10	105	the	the	DET
crl-16824	10	106	study	study	NOUN
crl-16824	10	107	reported	report	VERB
crl-16824	10	108	here	here	ADV
crl-16824	10	109	was	be	AUX
crl-16824	10	110	the	the	DET
crl-16824	10	111	authors	author	NOUN
crl-16824	10	112	’	'	PUNCT
crl-16824	10	113	attempt	attempt	NOUN
crl-16824	10	114	to	to	PART
crl-16824	10	115	test	test	VERB
crl-16824	10	116	the	the	DET
crl-16824	10	117	hypothesis	hypothesis	NOUN
crl-16824	10	118	that	that	SCONJ
crl-16824	10	119	controlling	control	VERB
crl-16824	10	120	for	for	ADP
crl-16824	10	121	differential	differential	NOUN
crl-16824	10	122	grading	grading	NOUN
crl-16824	10	123	standards	standard	NOUN
crl-16824	10	124	in	in	ADP
crl-16824	10	125	the	the	DET
crl-16824	10	126	statistical	statistical	ADJ
crl-16824	10	127	analysis	analysis	NOUN
crl-16824	10	128	clarifies	clarify	VERB
crl-16824	10	129	the	the	DET
crl-16824	10	130	relationship	relationship	NOUN
crl-16824	10	131	between	between	ADP
crl-16824	10	132	library	library	NOUN
crl-16824	10	133	instruction	instruction	NOUN
crl-16824	10	134	and	and	CCONJ
crl-16824	10	135	students	student	NOUN
crl-16824	10	136	’	'	PUNCT
crl-16824	10	137	gpas	gpa	NOUN
crl-16824	10	138	with	with	ADP
crl-16824	10	139	data	datum	NOUN
crl-16824	10	140	available	available	ADJ
crl-16824	10	141	at	at	ADP
crl-16824	10	142	a	a	DET
crl-16824	10	143	much	much	ADV
crl-16824	10	144	smaller	small	ADJ
crl-16824	10	145	campus	campus	NOUN
crl-16824	10	146	than	than	ADP
crl-16824	10	147	the	the	DET
crl-16824	10	148	university	university	NOUN
crl-16824	10	149	of	of	ADP
crl-16824	10	150	minnesota	minnesota	PROPN
crl-16824	10	151	.	.	PUNCT
crl-16824	11	1	by	by	ADP
crl-16824	11	2	accounting	account	VERB
crl-16824	11	3	for	for	ADP
crl-16824	11	4	differences	difference	NOUN
crl-16824	11	5	in	in	ADP
crl-16824	11	6	gpas	gpa	NOUN
crl-16824	11	7	across	across	ADP
crl-16824	11	8	students	student	NOUN
crl-16824	11	9	’	’	PART
crl-16824	11	10	majors	major	NOUN
crl-16824	11	11	,	,	PUNCT
crl-16824	11	12	this	this	DET
crl-16824	11	13	study	study	NOUN
crl-16824	11	14	seeks	seek	VERB
crl-16824	11	15	to	to	PART
crl-16824	11	16	determine	determine	VERB
crl-16824	11	17	whether	whether	SCONJ
crl-16824	11	18	library	library	ADJ
crl-16824	11	19	instruction	instruction	NOUN
crl-16824	11	20	was	be	AUX
crl-16824	11	21	positively	positively	ADV
crl-16824	11	22	or	or	CCONJ
crl-16824	11	23	negatively	negatively	ADV
crl-16824	11	24	correlated	correlate	VERB
crl-16824	11	25	with	with	ADP
crl-16824	11	26	students	student	NOUN
crl-16824	11	27	’	'	PUNCT
crl-16824	11	28	four	four	NUM
crl-16824	11	29	-	-	PUNCT
crl-16824	11	30	year	year	NOUN
crl-16824	11	31	cumulative	cumulative	ADJ
crl-16824	11	32	gpas	gpa	NOUN
crl-16824	11	33	,	,	PUNCT
crl-16824	11	34	a	a	DET
crl-16824	11	35	measure	measure	NOUN
crl-16824	11	36	of	of	ADP
crl-16824	11	37	overall	overall	ADJ
crl-16824	11	38	student	student	NOUN
crl-16824	11	39	success	success	NOUN
crl-16824	11	40	.	.	PUNCT
crl-16824	12	1	four	four	NUM
crl-16824	12	2	-	-	PUNCT
crl-16824	12	3	year	year	NOUN
crl-16824	12	4	cumulative	cumulative	ADJ
crl-16824	12	5	grade	grade	NOUN
crl-16824	12	6	point	point	NOUN
crl-16824	12	7	average	average	NOUN
crl-16824	12	8	is	be	AUX
crl-16824	12	9	not	not	PART
crl-16824	12	10	the	the	DET
crl-16824	12	11	only	only	ADJ
crl-16824	12	12	measure	measure	NOUN
crl-16824	12	13	of	of	ADP
crl-16824	12	14	student	student	NOUN
crl-16824	12	15	success	success	NOUN
crl-16824	12	16	,	,	PUNCT
crl-16824	12	17	nor	nor	CCONJ
crl-16824	12	18	is	be	AUX
crl-16824	12	19	it	it	PRON
crl-16824	12	20	necessarily	necessarily	ADV
crl-16824	12	21	a	a	DET
crl-16824	12	22	measure	measure	NOUN
crl-16824	12	23	of	of	ADP
crl-16824	12	24	student	student	NOUN
crl-16824	12	25	learning	learning	NOUN
crl-16824	12	26	.	.	PUNCT
crl-16824	13	1	while	while	SCONJ
crl-16824	13	2	many	many	ADJ
crl-16824	13	3	factors	factor	NOUN
crl-16824	13	4	might	might	AUX
crl-16824	13	5	be	be	AUX
crl-16824	13	6	considered	consider	VERB
crl-16824	13	7	as	as	ADP
crl-16824	13	8	measures	measure	NOUN
crl-16824	13	9	or	or	CCONJ
crl-16824	13	10	indicators	indicator	NOUN
crl-16824	13	11	of	of	ADP
crl-16824	13	12	students	student	NOUN
crl-16824	13	13	’	'	PUNCT
crl-16824	13	14	success	success	NOUN
crl-16824	13	15	or	or	CCONJ
crl-16824	13	16	learning	learning	NOUN
crl-16824	13	17	—	—	PUNCT
crl-16824	13	18	employment	employment	NOUN
crl-16824	13	19	or	or	CCONJ
crl-16824	13	20	salary	salary	NOUN
crl-16824	13	21	after	after	ADP
crl-16824	13	22	graduation	graduation	NOUN
crl-16824	13	23	,	,	PUNCT
crl-16824	13	24	analysis	analysis	NOUN
crl-16824	13	25	of	of	ADP
crl-16824	13	26	artifacts	artifact	NOUN
crl-16824	13	27	of	of	ADP
crl-16824	13	28	student	student	NOUN
crl-16824	13	29	work	work	NOUN
crl-16824	13	30	,	,	PUNCT
crl-16824	13	31	scores	score	NOUN
crl-16824	13	32	on	on	ADP
crl-16824	13	33	standardized	standardized	ADJ
crl-16824	13	34	exams	exam	NOUN
crl-16824	13	35	,	,	PUNCT
crl-16824	13	36	even	even	ADV
crl-16824	13	37	measures	measure	NOUN
crl-16824	13	38	of	of	ADP
crl-16824	13	39	life	life	NOUN
crl-16824	13	40	satisfaction	satisfaction	NOUN
crl-16824	13	41	—	—	PUNCT
crl-16824	13	42	gpa	gpa	PROPN
crl-16824	13	43	is	be	AUX
crl-16824	13	44	one	one	NUM
crl-16824	13	45	measure	measure	NOUN
crl-16824	13	46	that	that	PRON
crl-16824	13	47	is	be	AUX
crl-16824	13	48	already	already	ADV
crl-16824	13	49	quantitative	quantitative	ADJ
crl-16824	13	50	,	,	PUNCT
crl-16824	13	51	and	and	CCONJ
crl-16824	13	52	to	to	ADP
crl-16824	13	53	some	some	DET
crl-16824	13	54	degree	degree	NOUN
crl-16824	13	55	standardized	standardize	VERB
crl-16824	13	56	.	.	PUNCT
crl-16824	14	1	in	in	ADP
crl-16824	14	2	addition	addition	NOUN
crl-16824	14	3	,	,	PUNCT
crl-16824	14	4	librarians	librarian	NOUN
crl-16824	14	5	and	and	CCONJ
crl-16824	14	6	faculty	faculty	NOUN
crl-16824	14	7	have	have	VERB
crl-16824	14	8	ready	ready	ADJ
crl-16824	14	9	access	access	NOUN
crl-16824	14	10	(	(	PUNCT
crl-16824	14	11	with	with	ADP
crl-16824	14	12	appropriate	appropriate	ADJ
crl-16824	14	13	safeguards	safeguard	NOUN
crl-16824	14	14	to	to	PART
crl-16824	14	15	assure	assure	VERB
crl-16824	14	16	confidentiality	confidentiality	NOUN
crl-16824	14	17	)	)	PUNCT
crl-16824	14	18	to	to	ADP
crl-16824	14	19	students	student	NOUN
crl-16824	14	20	’	'	PUNCT
crl-16824	14	21	gpa	gpa	PROPN
crl-16824	14	22	data	datum	NOUN
crl-16824	14	23	at	at	ADP
crl-16824	14	24	their	their	PRON
crl-16824	14	25	own	own	ADJ
crl-16824	14	26	institutions	institution	NOUN
crl-16824	14	27	.	.	PUNCT
crl-16824	15	1	for	for	ADP
crl-16824	15	2	these	these	DET
crl-16824	15	3	reasons	reason	NOUN
crl-16824	15	4	,	,	PUNCT
crl-16824	15	5	the	the	DET
crl-16824	15	6	authors	author	NOUN
crl-16824	15	7	agree	agree	VERB
crl-16824	15	8	with	with	ADP
crl-16824	15	9	bowles	bowles	PROPN
crl-16824	15	10	-	-	PUNCT
crl-16824	15	11	terry	terry	PROPN
crl-16824	15	12	that	that	SCONJ
crl-16824	15	13	while	while	SCONJ
crl-16824	15	14	gpa	gpa	PROPN
crl-16824	15	15	is	be	AUX
crl-16824	15	16	“	"	PUNCT
crl-16824	15	17	an	an	DET
crl-16824	15	18	imperfect	imperfect	ADJ
crl-16824	15	19	measure	measure	NOUN
crl-16824	15	20	of	of	ADP
crl-16824	15	21	learning	learning	NOUN
crl-16824	15	22	and	and	CCONJ
crl-16824	15	23	achievement	achievement	NOUN
crl-16824	15	24	,	,	PUNCT
crl-16824	15	25	”	"	PUNCT
crl-16824	15	26	it	it	PRON
crl-16824	15	27	nevertheless	nevertheless	ADV
crl-16824	15	28	can	can	AUX
crl-16824	15	29	be	be	AUX
crl-16824	15	30	understood	understand	VERB
crl-16824	15	31	as	as	ADP
crl-16824	15	32	an	an	DET
crl-16824	15	33	acceptable	acceptable	ADJ
crl-16824	15	34	proxy	proxy	NOUN
crl-16824	15	35	for	for	ADP
crl-16824	15	36	student	student	NOUN
crl-16824	15	37	success.6	success.6	PROPN
crl-16824	15	38	literature	literature	NOUN
crl-16824	15	39	review	review	VERB
crl-16824	15	40	the	the	DET
crl-16824	15	41	three	three	NUM
crl-16824	15	42	studies	study	NOUN
crl-16824	15	43	cited	cite	VERB
crl-16824	15	44	above	above	ADV
crl-16824	15	45	that	that	PRON
crl-16824	15	46	launched	launch	VERB
crl-16824	15	47	this	this	DET
crl-16824	15	48	research	research	NOUN
crl-16824	15	49	project	project	NOUN
crl-16824	15	50	—	—	PUNCT
crl-16824	15	51	soria	soria	PROPN
crl-16824	15	52	et	et	PROPN
crl-16824	15	53	al	al	PROPN
crl-16824	15	54	.	.	PROPN
crl-16824	15	55	,	,	PUNCT
crl-16824	15	56	wong	wong	PROPN
crl-16824	15	57	and	and	CCONJ
crl-16824	15	58	cmor	cmor	PROPN
crl-16824	15	59	,	,	PUNCT
crl-16824	15	60	and	and	CCONJ
crl-16824	15	61	bowles	bowles	PROPN
crl-16824	15	62	-	-	PUNCT
crl-16824	15	63	terry	terry	PROPN
crl-16824	15	64	—	—	PUNCT
crl-16824	15	65	each	each	PRON
crl-16824	15	66	include	include	VERB
crl-16824	15	67	extensive	extensive	ADJ
crl-16824	15	68	reviews	review	NOUN
crl-16824	15	69	of	of	ADP
crl-16824	15	70	the	the	DET
crl-16824	15	71	literature	literature	NOUN
crl-16824	15	72	surrounding	surround	VERB
crl-16824	15	73	the	the	DET
crl-16824	15	74	intersection	intersection	NOUN
crl-16824	15	75	of	of	ADP
crl-16824	15	76	library	library	ADJ
crl-16824	15	77	services	service	NOUN
crl-16824	15	78	,	,	PUNCT
crl-16824	15	79	particularly	particularly	ADV
crl-16824	15	80	instruction	instruction	NOUN
crl-16824	15	81	,	,	PUNCT
crl-16824	15	82	and	and	CCONJ
crl-16824	15	83	student	student	NOUN
crl-16824	15	84	success	success	NOUN
crl-16824	15	85	.	.	PUNCT
crl-16824	16	1	additionally	additionally	ADV
crl-16824	16	2	,	,	PUNCT
crl-16824	16	3	joseph	joseph	PROPN
crl-16824	16	4	r.	r.	PROPN
crl-16824	16	5	matthews	matthews	PROPN
crl-16824	16	6	’s	’s	PART
crl-16824	16	7	library	library	ADJ
crl-16824	16	8	assessment	assessment	NOUN
crl-16824	16	9	in	in	ADP
crl-16824	16	10	higher	high	ADJ
crl-16824	16	11	education	education	NOUN
crl-16824	16	12	looks	look	VERB
crl-16824	16	13	more	more	ADV
crl-16824	16	14	broadly	broadly	ADV
crl-16824	16	15	at	at	ADP
crl-16824	16	16	what	what	PRON
crl-16824	16	17	had	have	AUX
crl-16824	16	18	been	be	AUX
crl-16824	16	19	written	write	VERB
crl-16824	16	20	about	about	ADP
crl-16824	16	21	assessing	assess	VERB
crl-16824	16	22	and	and	CCONJ
crl-16824	16	23	evaluating	evaluate	VERB
crl-16824	16	24	library	library	ADJ
crl-16824	16	25	services	service	NOUN
crl-16824	16	26	and	and	CCONJ
crl-16824	16	27	collections	collection	NOUN
crl-16824	16	28	prior	prior	ADV
crl-16824	16	29	to	to	ADP
crl-16824	16	30	its	its	PRON
crl-16824	16	31	publication	publication	NOUN
crl-16824	16	32	in	in	ADP
crl-16824	16	33	2007.7	2007.7	NUM
crl-16824	16	34	before	before	ADP
crl-16824	16	35	the	the	DET
crl-16824	16	36	publication	publication	NOUN
crl-16824	16	37	of	of	ADP
crl-16824	16	38	the	the	DET
crl-16824	16	39	association	association	NOUN
crl-16824	16	40	of	of	ADP
crl-16824	16	41	college	college	PROPN
crl-16824	16	42	and	and	CCONJ
crl-16824	16	43	research	research	NOUN
crl-16824	16	44	libraries	library	NOUN
crl-16824	16	45	’	'	PUNCT
crl-16824	16	46	value	value	NOUN
crl-16824	16	47	of	of	ADP
crl-16824	16	48	academic	academic	ADJ
crl-16824	16	49	libraries	library	NOUN
crl-16824	16	50	:	:	PUNCT
crl-16824	16	51	a	a	DET
crl-16824	16	52	comprehensive	comprehensive	ADJ
crl-16824	16	53	research	research	NOUN
crl-16824	16	54	review	review	NOUN
crl-16824	16	55	and	and	CCONJ
crl-16824	16	56	report	report	NOUN
crl-16824	16	57	in	in	ADP
crl-16824	16	58	2010	2010	NUM
crl-16824	16	59	,	,	PUNCT
crl-16824	16	60	matthews	matthews	PROPN
crl-16824	16	61	’s	’s	PART
crl-16824	16	62	book	book	NOUN
crl-16824	16	63	was	be	AUX
crl-16824	16	64	the	the	DET
crl-16824	16	65	most	most	ADV
crl-16824	16	66	comprehensive	comprehensive	ADJ
crl-16824	16	67	review	review	NOUN
crl-16824	16	68	of	of	ADP
crl-16824	16	69	the	the	DET
crl-16824	16	70	library	library	NOUN
crl-16824	16	71	assessment	assessment	NOUN
crl-16824	16	72	literature.8	literature.8	PROPN
crl-16824	16	73	in	in	ADP
crl-16824	16	74	particular	particular	ADJ
crl-16824	16	75	,	,	PUNCT
crl-16824	16	76	matthews	matthews	PROPN
crl-16824	16	77	’s	’s	PART
crl-16824	16	78	fifth	fifth	ADJ
crl-16824	16	79	chapter	chapter	NOUN
crl-16824	16	80	(	(	PUNCT
crl-16824	16	81	“	"	PUNCT
crl-16824	16	82	assessment	assessment	NOUN
crl-16824	16	83	of	of	ADP
crl-16824	16	84	the	the	DET
crl-16824	16	85	library	library	NOUN
crl-16824	16	86	’s	’s	PART
crl-16824	16	87	contribution	contribution	NOUN
crl-16824	16	88	to	to	ADP
crl-16824	16	89	the	the	DET
crl-16824	16	90	educational	educational	ADJ
crl-16824	16	91	process	process	NOUN
crl-16824	16	92	”	"	PUNCT
crl-16824	16	93	)	)	PUNCT
crl-16824	16	94	examines	examine	VERB
crl-16824	16	95	a	a	DET
crl-16824	16	96	wide	wide	ADJ
crl-16824	16	97	variety	variety	NOUN
crl-16824	16	98	of	of	ADP
crl-16824	16	99	studies	study	NOUN
crl-16824	16	100	on	on	ADP
crl-16824	16	101	library	library	ADJ
crl-16824	16	102	services	service	NOUN
crl-16824	16	103	that	that	PRON
crl-16824	16	104	are	be	AUX
crl-16824	16	105	generally	generally	ADV
crl-16824	16	106	viewed	view	VERB
crl-16824	16	107	as	as	ADP
crl-16824	16	108	essential	essential	ADJ
crl-16824	16	109	to	to	ADP
crl-16824	16	110	students	student	NOUN
crl-16824	16	111	’	'	PUNCT
crl-16824	16	112	education	education	NOUN
crl-16824	16	113	,	,	PUNCT
crl-16824	16	114	including	include	VERB
crl-16824	16	115	reference	reference	NOUN
crl-16824	16	116	,	,	PUNCT
crl-16824	16	117	library	library	NOUN
crl-16824	16	118	instruction	instruction	NOUN
crl-16824	16	119	,	,	PUNCT
crl-16824	16	120	and	and	CCONJ
crl-16824	16	121	information	information	NOUN
crl-16824	16	122	literacy	literacy	NOUN
crl-16824	16	123	programs	program	NOUN
crl-16824	16	124	.	.	PUNCT
crl-16824	17	1	rather	rather	ADV
crl-16824	17	2	than	than	SCONJ
crl-16824	17	3	duplicate	duplicate	VERB
crl-16824	17	4	the	the	DET
crl-16824	17	5	work	work	NOUN
crl-16824	17	6	of	of	ADP
crl-16824	17	7	these	these	DET
crl-16824	17	8	previous	previous	ADJ
crl-16824	17	9	reviews	review	NOUN
crl-16824	17	10	here	here	ADV
crl-16824	17	11	,	,	PUNCT
crl-16824	17	12	this	this	DET
crl-16824	17	13	literature	literature	NOUN
crl-16824	17	14	review	review	NOUN
crl-16824	17	15	focuses	focus	VERB
crl-16824	17	16	specifically	specifically	ADV
crl-16824	17	17	on	on	ADP
crl-16824	17	18	what	what	PRON
crl-16824	17	19	the	the	DET
crl-16824	17	20	library	library	NOUN
crl-16824	17	21	research	research	NOUN
crl-16824	17	22	community	community	NOUN
crl-16824	17	23	knows	know	VERB
crl-16824	17	24	about	about	ADP
crl-16824	17	25	the	the	DET
crl-16824	17	26	intersection	intersection	NOUN
crl-16824	17	27	of	of	ADP
crl-16824	17	28	the	the	DET
crl-16824	17	29	academic	academic	ADJ
crl-16824	17	30	library	library	NOUN
crl-16824	17	31	’s	’s	PART
crl-16824	17	32	contribution	contribution	NOUN
crl-16824	17	33	to	to	ADP
crl-16824	17	34	student	student	NOUN
crl-16824	17	35	success	success	NOUN
crl-16824	17	36	739	739	NUM
crl-16824	17	37	library	library	NOUN
crl-16824	17	38	instruction	instruction	NOUN
crl-16824	17	39	and	and	CCONJ
crl-16824	17	40	student	student	NOUN
crl-16824	17	41	success	success	NOUN
crl-16824	17	42	,	,	PUNCT
crl-16824	17	43	with	with	ADP
crl-16824	17	44	a	a	DET
crl-16824	17	45	particular	particular	ADJ
crl-16824	17	46	emphasis	emphasis	NOUN
crl-16824	17	47	on	on	ADP
crl-16824	17	48	studies	study	NOUN
crl-16824	17	49	that	that	PRON
crl-16824	17	50	have	have	AUX
crl-16824	17	51	examined	examine	VERB
crl-16824	17	52	students	student	NOUN
crl-16824	17	53	’	’	PART
crl-16824	17	54	majors	major	NOUN
crl-16824	17	55	or	or	CCONJ
crl-16824	17	56	disciplines	discipline	NOUN
crl-16824	17	57	as	as	ADP
crl-16824	17	58	an	an	DET
crl-16824	17	59	element	element	NOUN
crl-16824	17	60	of	of	ADP
crl-16824	17	61	their	their	PRON
crl-16824	17	62	research	research	NOUN
crl-16824	17	63	design	design	NOUN
crl-16824	17	64	.	.	PUNCT
crl-16824	18	1	several	several	ADJ
crl-16824	18	2	large	large	ADJ
crl-16824	18	3	-	-	PUNCT
crl-16824	18	4	scale	scale	NOUN
crl-16824	18	5	studies	study	NOUN
crl-16824	18	6	have	have	AUX
crl-16824	18	7	established	establish	VERB
crl-16824	18	8	that	that	SCONJ
crl-16824	18	9	library	library	NOUN
crl-16824	18	10	instruction	instruction	NOUN
crl-16824	18	11	is	be	AUX
crl-16824	18	12	correlated	correlate	VERB
crl-16824	18	13	with	with	ADP
crl-16824	18	14	increased	increase	VERB
crl-16824	18	15	grade	grade	NOUN
crl-16824	18	16	-	-	PUNCT
crl-16824	18	17	point	point	NOUN
crl-16824	18	18	averages	average	NOUN
crl-16824	18	19	(	(	PUNCT
crl-16824	18	20	gpas	gpas	PROPN
crl-16824	18	21	)	)	PUNCT
crl-16824	18	22	under	under	ADP
crl-16824	18	23	certain	certain	ADJ
crl-16824	18	24	conditions	condition	NOUN
crl-16824	18	25	.	.	PUNCT
crl-16824	19	1	melissa	melissa	PROPN
crl-16824	19	2	bowlesterry	bowlesterry	PROPN
crl-16824	19	3	found	find	VERB
crl-16824	19	4	that	that	SCONJ
crl-16824	19	5	library	library	NOUN
crl-16824	19	6	instruction	instruction	NOUN
crl-16824	19	7	was	be	AUX
crl-16824	19	8	positively	positively	ADV
crl-16824	19	9	correlated	correlate	VERB
crl-16824	19	10	with	with	ADP
crl-16824	19	11	students	student	NOUN
crl-16824	19	12	’	'	PUNCT
crl-16824	19	13	gpas	gpa	NOUN
crl-16824	19	14	when	when	SCONJ
crl-16824	19	15	the	the	DET
crl-16824	19	16	instruction	instruction	NOUN
crl-16824	19	17	was	be	AUX
crl-16824	19	18	repeated	repeat	VERB
crl-16824	19	19	at	at	ADP
crl-16824	19	20	different	different	ADJ
crl-16824	19	21	levels	level	NOUN
crl-16824	19	22	in	in	ADP
crl-16824	19	23	the	the	DET
crl-16824	19	24	curriculum	curriculum	NOUN
crl-16824	19	25	;	;	PUNCT
crl-16824	19	26	specifically	specifically	ADV
crl-16824	19	27	,	,	PUNCT
crl-16824	19	28	when	when	SCONJ
crl-16824	19	29	it	it	PRON
crl-16824	19	30	was	be	AUX
crl-16824	19	31	offered	offer	VERB
crl-16824	19	32	in	in	ADP
crl-16824	19	33	upper	upper	ADJ
crl-16824	19	34	-	-	PUNCT
crl-16824	19	35	level	level	NOUN
crl-16824	19	36	courses.9	courses.9	NOUN
crl-16824	19	37	in	in	ADP
crl-16824	19	38	her	her	PRON
crl-16824	19	39	study	study	NOUN
crl-16824	19	40	of	of	ADP
crl-16824	19	41	almost	almost	ADV
crl-16824	19	42	4,500	4,500	NUM
crl-16824	19	43	graduating	graduate	VERB
crl-16824	19	44	seniors	senior	NOUN
crl-16824	19	45	’	'	PUNCT
crl-16824	19	46	academic	academic	ADJ
crl-16824	19	47	transcripts	transcript	NOUN
crl-16824	19	48	,	,	PUNCT
crl-16824	19	49	bowles	bowles	PROPN
crl-16824	19	50	-	-	PUNCT
crl-16824	19	51	terry	terry	PROPN
crl-16824	19	52	demonstrated	demonstrate	VERB
crl-16824	19	53	the	the	DET
crl-16824	19	54	reach	reach	NOUN
crl-16824	19	55	of	of	ADP
crl-16824	19	56	library	library	ADJ
crl-16824	19	57	instruction	instruction	NOUN
crl-16824	19	58	at	at	ADP
crl-16824	19	59	her	her	PRON
crl-16824	19	60	institution	institution	NOUN
crl-16824	19	61	:	:	PUNCT
crl-16824	19	62	she	she	PRON
crl-16824	19	63	found	find	VERB
crl-16824	19	64	that	that	SCONJ
crl-16824	19	65	three	three	NUM
crl-16824	19	66	fourths	fourth	NOUN
crl-16824	19	67	of	of	ADP
crl-16824	19	68	the	the	DET
crl-16824	19	69	students	student	NOUN
crl-16824	19	70	in	in	ADP
crl-16824	19	71	the	the	DET
crl-16824	19	72	study	study	NOUN
crl-16824	19	73	received	receive	VERB
crl-16824	19	74	instruction	instruction	NOUN
crl-16824	19	75	in	in	ADP
crl-16824	19	76	their	their	PRON
crl-16824	19	77	first	first	ADJ
crl-16824	19	78	year	year	NOUN
crl-16824	19	79	of	of	ADP
crl-16824	19	80	college	college	NOUN
crl-16824	19	81	.	.	PUNCT
crl-16824	20	1	the	the	DET
crl-16824	20	2	extent	extent	NOUN
crl-16824	20	3	of	of	ADP
crl-16824	20	4	first	first	ADJ
crl-16824	20	5	-	-	PUNCT
crl-16824	20	6	year	year	NOUN
crl-16824	20	7	instruction	instruction	NOUN
crl-16824	20	8	at	at	ADP
crl-16824	20	9	her	her	PRON
crl-16824	20	10	institution	institution	NOUN
crl-16824	20	11	provides	provide	VERB
crl-16824	20	12	the	the	DET
crl-16824	20	13	foundation	foundation	NOUN
crl-16824	20	14	of	of	ADP
crl-16824	20	15	her	her	PRON
crl-16824	20	16	argument	argument	NOUN
crl-16824	20	17	that	that	SCONJ
crl-16824	20	18	a	a	DET
crl-16824	20	19	library	library	NOUN
crl-16824	20	20	instruction	instruction	NOUN
crl-16824	20	21	program	program	NOUN
crl-16824	20	22	needs	need	VERB
crl-16824	20	23	clearly	clearly	ADV
crl-16824	20	24	defined	define	VERB
crl-16824	20	25	goals	goal	NOUN
crl-16824	20	26	for	for	ADP
crl-16824	20	27	students	student	NOUN
crl-16824	20	28	at	at	ADP
crl-16824	20	29	every	every	DET
crl-16824	20	30	level	level	NOUN
crl-16824	20	31	of	of	ADP
crl-16824	20	32	study	study	NOUN
crl-16824	20	33	,	,	PUNCT
crl-16824	20	34	and	and	CCONJ
crl-16824	20	35	a	a	DET
crl-16824	20	36	scaffolded	scaffolded	ADJ
crl-16824	20	37	approach	approach	NOUN
crl-16824	20	38	to	to	ADP
crl-16824	20	39	student	student	NOUN
crl-16824	20	40	mastery	mastery	NOUN
crl-16824	20	41	of	of	ADP
crl-16824	20	42	specific	specific	ADJ
crl-16824	20	43	information	information	NOUN
crl-16824	20	44	literacy	literacy	NOUN
crl-16824	20	45	skills	skill	NOUN
crl-16824	20	46	at	at	ADP
crl-16824	20	47	each	each	DET
crl-16824	20	48	level	level	NOUN
crl-16824	20	49	.	.	PUNCT
crl-16824	21	1	her	her	PRON
crl-16824	21	2	work	work	NOUN
crl-16824	21	3	suggests	suggest	VERB
crl-16824	21	4	that	that	SCONJ
crl-16824	21	5	librarians	librarian	NOUN
crl-16824	21	6	need	need	VERB
crl-16824	21	7	to	to	PART
crl-16824	21	8	design	design	VERB
crl-16824	21	9	more	more	ADV
crl-16824	21	10	cohesive	cohesive	ADJ
crl-16824	21	11	and	and	CCONJ
crl-16824	21	12	non	non	ADJ
crl-16824	21	13	-	-	ADJ
crl-16824	21	14	repetitive	repetitive	ADJ
crl-16824	21	15	information	information	NOUN
crl-16824	21	16	literacy	literacy	NOUN
crl-16824	21	17	curricula	curricula	NOUN
crl-16824	21	18	by	by	ADP
crl-16824	21	19	differentiating	differentiate	VERB
crl-16824	21	20	between	between	ADP
crl-16824	21	21	lower	low	ADJ
crl-16824	21	22	-	-	PUNCT
crl-16824	21	23	division	division	NOUN
crl-16824	21	24	and	and	CCONJ
crl-16824	21	25	upperdivision	upperdivision	NOUN
crl-16824	21	26	learning	learning	NOUN
crl-16824	21	27	objectives	objective	NOUN
crl-16824	21	28	.	.	PUNCT
crl-16824	22	1	library	library	ADJ
crl-16824	22	2	instruction	instruction	NOUN
crl-16824	22	3	also	also	ADV
crl-16824	22	4	correlates	correlate	VERB
crl-16824	22	5	with	with	ADP
crl-16824	22	6	increased	increase	VERB
crl-16824	22	7	gpas	gpa	NOUN
crl-16824	22	8	when	when	SCONJ
crl-16824	22	9	students	student	NOUN
crl-16824	22	10	receive	receive	VERB
crl-16824	22	11	more	more	ADJ
crl-16824	22	12	than	than	ADP
crl-16824	22	13	a	a	DET
crl-16824	22	14	baseline	baseline	ADJ
crl-16824	22	15	level	level	NOUN
crl-16824	22	16	,	,	PUNCT
crl-16824	22	17	defined	define	VERB
crl-16824	22	18	as	as	ADP
crl-16824	22	19	one	one	NUM
crl-16824	22	20	or	or	CCONJ
crl-16824	22	21	two	two	NUM
crl-16824	22	22	sessions	session	NOUN
crl-16824	22	23	,	,	PUNCT
crl-16824	22	24	of	of	ADP
crl-16824	22	25	instruction	instruction	NOUN
crl-16824	22	26	.	.	PUNCT
crl-16824	23	1	shun	shun	PROPN
crl-16824	23	2	han	han	PROPN
crl-16824	23	3	rebekah	rebekah	PROPN
crl-16824	23	4	wong	wong	PROPN
crl-16824	23	5	and	and	CCONJ
crl-16824	23	6	dianne	dianne	PROPN
crl-16824	23	7	cmor	cmor	PROPN
crl-16824	23	8	evaluated	evaluate	VERB
crl-16824	23	9	over	over	ADP
crl-16824	23	10	8,000	8,000	NUM
crl-16824	23	11	undergraduate	undergraduate	NOUN
crl-16824	23	12	and	and	CCONJ
crl-16824	23	13	graduate	graduate	NOUN
crl-16824	23	14	transcripts	transcript	NOUN
crl-16824	23	15	at	at	ADP
crl-16824	23	16	hong	hong	PROPN
crl-16824	23	17	kong	kong	PROPN
crl-16824	23	18	baptist	baptist	PROPN
crl-16824	23	19	university	university	PROPN
crl-16824	23	20	,	,	PUNCT
crl-16824	23	21	and	and	CCONJ
crl-16824	23	22	found	find	VERB
crl-16824	23	23	a	a	DET
crl-16824	23	24	positive	positive	ADJ
crl-16824	23	25	correlation	correlation	NOUN
crl-16824	23	26	between	between	ADP
crl-16824	23	27	exposure	exposure	NOUN
crl-16824	23	28	to	to	ADP
crl-16824	23	29	multiple	multiple	ADJ
crl-16824	23	30	library	library	NOUN
crl-16824	23	31	instruction	instruction	NOUN
crl-16824	23	32	workshops	workshop	NOUN
crl-16824	23	33	and	and	CCONJ
crl-16824	23	34	higher	high	ADJ
crl-16824	23	35	gpas	gpa	NOUN
crl-16824	23	36	;	;	PUNCT
crl-16824	23	37	however	however	ADV
crl-16824	23	38	,	,	PUNCT
crl-16824	23	39	that	that	DET
crl-16824	23	40	correlation	correlation	NOUN
crl-16824	23	41	only	only	ADV
crl-16824	23	42	occurs	occur	VERB
crl-16824	23	43	when	when	SCONJ
crl-16824	23	44	a	a	DET
crl-16824	23	45	minimum	minimum	NOUN
crl-16824	23	46	amount	amount	NOUN
crl-16824	23	47	of	of	ADP
crl-16824	23	48	library	library	ADJ
crl-16824	23	49	instruction	instruction	NOUN
crl-16824	23	50	is	be	AUX
crl-16824	23	51	provided	provide	VERB
crl-16824	23	52	.	.	PUNCT
crl-16824	24	1	one	one	NUM
crl-16824	24	2	or	or	CCONJ
crl-16824	24	3	two	two	NUM
crl-16824	24	4	library	library	NOUN
crl-16824	24	5	workshops	workshop	NOUN
crl-16824	24	6	had	have	VERB
crl-16824	24	7	little	little	ADJ
crl-16824	24	8	correlation	correlation	NOUN
crl-16824	24	9	with	with	ADP
crl-16824	24	10	higher	high	ADJ
crl-16824	24	11	gpas	gpa	NOUN
crl-16824	24	12	,	,	PUNCT
crl-16824	24	13	but	but	CCONJ
crl-16824	24	14	three	three	NUM
crl-16824	24	15	or	or	CCONJ
crl-16824	24	16	more	more	ADJ
crl-16824	24	17	workshops	workshop	NOUN
crl-16824	24	18	had	have	VERB
crl-16824	24	19	a	a	DET
crl-16824	24	20	stronger	strong	ADJ
crl-16824	24	21	correlation.10	correlation.10	NOUN
crl-16824	24	22	in	in	ADP
crl-16824	24	23	contrast	contrast	NOUN
crl-16824	24	24	with	with	ADP
crl-16824	24	25	wong	wong	PROPN
crl-16824	24	26	and	and	CCONJ
crl-16824	24	27	cmor	cmor	PROPN
crl-16824	24	28	’s	’s	PART
crl-16824	24	29	work	work	NOUN
crl-16824	24	30	,	,	PUNCT
crl-16824	24	31	felly	felly	ADV
crl-16824	24	32	chiteng	chiteng	PROPN
crl-16824	24	33	kot	kot	PROPN
crl-16824	24	34	and	and	CCONJ
crl-16824	24	35	jennifer	jennifer	PROPN
crl-16824	24	36	jones	jones	PROPN
crl-16824	24	37	found	find	VERB
crl-16824	24	38	a	a	DET
crl-16824	24	39	small	small	ADJ
crl-16824	24	40	but	but	CCONJ
crl-16824	24	41	significant	significant	ADJ
crl-16824	24	42	gain	gain	NOUN
crl-16824	24	43	in	in	ADP
crl-16824	24	44	first	first	ADJ
crl-16824	24	45	-	-	PUNCT
crl-16824	24	46	term	term	NOUN
crl-16824	24	47	gpa	gpa	PROPN
crl-16824	24	48	in	in	ADP
crl-16824	24	49	students	student	NOUN
crl-16824	24	50	who	who	PRON
crl-16824	24	51	participated	participate	VERB
crl-16824	24	52	in	in	ADP
crl-16824	24	53	a	a	DET
crl-16824	24	54	variety	variety	NOUN
crl-16824	24	55	of	of	ADP
crl-16824	24	56	library	library	ADJ
crl-16824	24	57	interactions	interaction	NOUN
crl-16824	24	58	,	,	PUNCT
crl-16824	24	59	as	as	SCONJ
crl-16824	24	60	compared	compare	VERB
crl-16824	24	61	with	with	ADP
crl-16824	24	62	students	student	NOUN
crl-16824	24	63	who	who	PRON
crl-16824	24	64	did	do	VERB
crl-16824	24	65	not.11	not.11	NOUN
crl-16824	24	66	most	most	ADV
crl-16824	24	67	notable	notable	ADJ
crl-16824	24	68	among	among	ADP
crl-16824	24	69	those	those	DET
crl-16824	24	70	interactions	interaction	NOUN
crl-16824	24	71	were	be	AUX
crl-16824	24	72	research	research	NOUN
crl-16824	24	73	clinics	clinic	NOUN
crl-16824	24	74	,	,	PUNCT
crl-16824	24	75	which	which	PRON
crl-16824	24	76	were	be	AUX
crl-16824	24	77	one	one	NUM
crl-16824	24	78	-	-	PUNCT
crl-16824	24	79	hour	hour	NOUN
crl-16824	24	80	workshops	workshop	NOUN
crl-16824	24	81	on	on	ADP
crl-16824	24	82	various	various	ADJ
crl-16824	24	83	topics	topic	NOUN
crl-16824	24	84	relating	relate	VERB
crl-16824	24	85	to	to	ADP
crl-16824	24	86	library	library	NOUN
crl-16824	24	87	research	research	NOUN
crl-16824	24	88	,	,	PUNCT
crl-16824	24	89	rather	rather	ADV
crl-16824	24	90	than	than	ADP
crl-16824	24	91	the	the	DET
crl-16824	24	92	course	course	NOUN
crl-16824	24	93	-	-	PUNCT
crl-16824	24	94	integrated	integrate	VERB
crl-16824	24	95	instruction	instruction	NOUN
crl-16824	24	96	sessions	session	NOUN
crl-16824	24	97	described	describe	VERB
crl-16824	24	98	in	in	ADP
crl-16824	24	99	bowles	bowles	PROPN
crl-16824	24	100	-	-	PUNCT
crl-16824	24	101	terry	terry	PROPN
crl-16824	24	102	and	and	CCONJ
crl-16824	24	103	wong	wong	PROPN
crl-16824	24	104	and	and	CCONJ
crl-16824	24	105	cmor	cmor	PROPN
crl-16824	24	106	’s	’s	PART
crl-16824	24	107	research	research	NOUN
crl-16824	24	108	.	.	PUNCT
crl-16824	25	1	kot	kot	PROPN
crl-16824	25	2	and	and	CCONJ
crl-16824	25	3	jones	jones	PROPN
crl-16824	25	4	found	find	VERB
crl-16824	25	5	a	a	DET
crl-16824	25	6	statistically	statistically	ADV
crl-16824	25	7	significant	significant	ADJ
crl-16824	25	8	increase	increase	NOUN
crl-16824	25	9	in	in	ADP
crl-16824	25	10	gpa	gpa	PROPN
crl-16824	25	11	with	with	ADP
crl-16824	25	12	attendance	attendance	NOUN
crl-16824	25	13	at	at	ADP
crl-16824	25	14	just	just	ADV
crl-16824	25	15	a	a	DET
crl-16824	25	16	single	single	ADJ
crl-16824	25	17	research	research	NOUN
crl-16824	25	18	clinic	clinic	NOUN
crl-16824	25	19	.	.	PUNCT
crl-16824	26	1	their	their	PRON
crl-16824	26	2	work	work	NOUN
crl-16824	26	3	is	be	AUX
crl-16824	26	4	notable	notable	ADJ
crl-16824	26	5	for	for	ADP
crl-16824	26	6	their	their	PRON
crl-16824	26	7	use	use	NOUN
crl-16824	26	8	of	of	ADP
crl-16824	26	9	propensity	propensity	NOUN
crl-16824	26	10	score	score	NOUN
crl-16824	26	11	matching	match	VERB
crl-16824	26	12	to	to	PART
crl-16824	26	13	reduce	reduce	VERB
crl-16824	26	14	self	self	NOUN
crl-16824	26	15	-	-	PUNCT
crl-16824	26	16	selection	selection	NOUN
crl-16824	26	17	bias	bias	NOUN
crl-16824	26	18	in	in	ADP
crl-16824	26	19	their	their	PRON
crl-16824	26	20	sample	sample	NOUN
crl-16824	26	21	.	.	PUNCT
crl-16824	27	1	the	the	DET
crl-16824	27	2	authors	author	NOUN
crl-16824	27	3	paired	pair	VERB
crl-16824	27	4	students	student	NOUN
crl-16824	27	5	who	who	PRON
crl-16824	27	6	used	use	VERB
crl-16824	27	7	library	library	NOUN
crl-16824	27	8	resources	resource	NOUN
crl-16824	27	9	with	with	ADP
crl-16824	27	10	students	student	NOUN
crl-16824	27	11	with	with	ADP
crl-16824	27	12	similar	similar	ADJ
crl-16824	27	13	characteristics	characteristic	NOUN
crl-16824	27	14	(	(	PUNCT
crl-16824	27	15	e.g.	e.g.	ADV
crl-16824	27	16	,	,	PUNCT
crl-16824	27	17	gender	gender	NOUN
crl-16824	27	18	,	,	PUNCT
crl-16824	27	19	race	race	NOUN
crl-16824	27	20	,	,	PUNCT
crl-16824	27	21	campus	campus	NOUN
crl-16824	27	22	experiences	experience	NOUN
crl-16824	27	23	,	,	PUNCT
crl-16824	27	24	etc	etc	X
crl-16824	27	25	.	.	X
crl-16824	27	26	)	)	PUNCT
crl-16824	27	27	who	who	PRON
crl-16824	27	28	did	do	VERB
crl-16824	27	29	not	not	PART
crl-16824	27	30	.	.	PUNCT
crl-16824	28	1	this	this	DET
crl-16824	28	2	strategy	strategy	NOUN
crl-16824	28	3	allowed	allow	VERB
crl-16824	28	4	them	they	PRON
crl-16824	28	5	to	to	PART
crl-16824	28	6	mimic	mimic	VERB
crl-16824	28	7	the	the	DET
crl-16824	28	8	effect	effect	NOUN
crl-16824	28	9	of	of	ADP
crl-16824	28	10	treatment	treatment	NOUN
crl-16824	28	11	and	and	CCONJ
crl-16824	28	12	control	control	NOUN
crl-16824	28	13	groups	group	NOUN
crl-16824	28	14	by	by	ADP
crl-16824	28	15	sorting	sort	VERB
crl-16824	28	16	roughly	roughly	ADV
crl-16824	28	17	equivalent	equivalent	ADJ
crl-16824	28	18	groups	group	NOUN
crl-16824	28	19	of	of	ADP
crl-16824	28	20	students	student	NOUN
crl-16824	28	21	into	into	ADP
crl-16824	28	22	both	both	CCONJ
crl-16824	28	23	the	the	DET
crl-16824	28	24	“	"	PUNCT
crl-16824	28	25	treatment	treatment	NOUN
crl-16824	28	26	”	"	PUNCT
crl-16824	28	27	(	(	PUNCT
crl-16824	28	28	used	use	VERB
crl-16824	28	29	library	library	NOUN
crl-16824	28	30	resources	resource	NOUN
crl-16824	28	31	)	)	PUNCT
crl-16824	28	32	and	and	CCONJ
crl-16824	28	33	“	"	PUNCT
crl-16824	28	34	control	control	NOUN
crl-16824	28	35	”	"	PUNCT
crl-16824	28	36	(	(	PUNCT
crl-16824	28	37	did	do	AUX
crl-16824	28	38	not	not	PART
crl-16824	28	39	use	use	VERB
crl-16824	28	40	library	library	ADJ
crl-16824	28	41	resources	resource	NOUN
crl-16824	28	42	)	)	PUNCT
crl-16824	28	43	groups.12	groups.12	NOUN
crl-16824	28	44	these	these	DET
crl-16824	28	45	three	three	NUM
crl-16824	28	46	studies	study	NOUN
crl-16824	28	47	,	,	PUNCT
crl-16824	28	48	each	each	PRON
crl-16824	28	49	demonstrating	demonstrate	VERB
crl-16824	28	50	a	a	DET
crl-16824	28	51	positive	positive	ADJ
crl-16824	28	52	correlation	correlation	NOUN
crl-16824	28	53	between	between	ADP
crl-16824	28	54	participation	participation	NOUN
crl-16824	28	55	in	in	ADP
crl-16824	28	56	library	library	ADJ
crl-16824	28	57	instruction	instruction	NOUN
crl-16824	28	58	and	and	CCONJ
crl-16824	28	59	students	student	NOUN
crl-16824	28	60	’	'	PUNCT
crl-16824	28	61	graduating	graduating	NOUN
crl-16824	28	62	gpas	gpa	NOUN
crl-16824	28	63	,	,	PUNCT
crl-16824	28	64	make	make	VERB
crl-16824	28	65	the	the	DET
crl-16824	28	66	negative	negative	ADJ
crl-16824	28	67	correlation	correlation	NOUN
crl-16824	28	68	demonstrated	demonstrate	VERB
crl-16824	28	69	by	by	ADP
crl-16824	28	70	krista	krista	PROPN
crl-16824	28	71	soria	soria	PROPN
crl-16824	28	72	,	,	PUNCT
crl-16824	28	73	jan	jan	PROPN
crl-16824	28	74	fransen	fransen	PROPN
crl-16824	28	75	,	,	PUNCT
crl-16824	28	76	and	and	CCONJ
crl-16824	28	77	shane	shane	NOUN
crl-16824	28	78	nackerud	nackerud	VERB
crl-16824	28	79	that	that	SCONJ
crl-16824	28	80	much	much	ADV
crl-16824	28	81	more	more	ADV
crl-16824	28	82	surprising	surprising	ADJ
crl-16824	28	83	.	.	PUNCT
crl-16824	29	1	in	in	ADP
crl-16824	29	2	the	the	DET
crl-16824	29	3	largest	large	ADJ
crl-16824	29	4	study	study	NOUN
crl-16824	29	5	of	of	ADP
crl-16824	29	6	its	its	PRON
crl-16824	29	7	kind	kind	NOUN
crl-16824	29	8	within	within	ADP
crl-16824	29	9	the	the	DET
crl-16824	29	10	united	united	PROPN
crl-16824	29	11	states	states	PROPN
crl-16824	29	12	,	,	PUNCT
crl-16824	29	13	soria	soria	PROPN
crl-16824	29	14	and	and	CCONJ
crl-16824	29	15	her	her	PRON
crl-16824	29	16	co	co	NOUN
crl-16824	29	17	-	-	NOUN
crl-16824	29	18	authors	author	NOUN
crl-16824	29	19	examined	examine	VERB
crl-16824	29	20	the	the	DET
crl-16824	29	21	intersection	intersection	NOUN
crl-16824	29	22	of	of	ADP
crl-16824	29	23	multiple	multiple	ADJ
crl-16824	29	24	library	library	ADJ
crl-16824	29	25	resources	resource	NOUN
crl-16824	29	26	and	and	CCONJ
crl-16824	29	27	services	service	NOUN
crl-16824	29	28	with	with	ADP
crl-16824	29	29	student	student	NOUN
crl-16824	29	30	retention	retention	NOUN
crl-16824	29	31	and	and	CCONJ
crl-16824	29	32	success	success	NOUN
crl-16824	29	33	at	at	ADP
crl-16824	29	34	the	the	DET
crl-16824	29	35	university	university	NOUN
crl-16824	29	36	of	of	ADP
crl-16824	29	37	minnesota.13	minnesota.13	PROPN
crl-16824	29	38	they	they	PRON
crl-16824	29	39	studied	study	VERB
crl-16824	29	40	over	over	ADP
crl-16824	29	41	5,300	5,300	NUM
crl-16824	29	42	first	first	ADJ
crl-16824	29	43	-	-	PUNCT
crl-16824	29	44	year	year	NOUN
crl-16824	29	45	,	,	PUNCT
crl-16824	29	46	non	non	ADJ
crl-16824	29	47	-	-	ADJ
crl-16824	29	48	transfer	transfer	ADJ
crl-16824	29	49	undergraduate	undergraduate	NOUN
crl-16824	29	50	students	student	NOUN
crl-16824	29	51	;	;	PUNCT
crl-16824	29	52	the	the	DET
crl-16824	29	53	study	study	NOUN
crl-16824	29	54	is	be	AUX
crl-16824	29	55	particularly	particularly	ADV
crl-16824	29	56	groundbreaking	groundbreake	VERB
crl-16824	29	57	for	for	ADP
crl-16824	29	58	its	its	PRON
crl-16824	29	59	extensive	extensive	ADJ
crl-16824	29	60	controls	control	NOUN
crl-16824	29	61	for	for	ADP
crl-16824	29	62	demographic	demographic	ADJ
crl-16824	29	63	characteristics	characteristic	NOUN
crl-16824	29	64	,	,	PUNCT
crl-16824	29	65	pre	pre	ADJ
crl-16824	29	66	-	-	ADJ
crl-16824	29	67	college	college	ADJ
crl-16824	29	68	academic	academic	ADJ
crl-16824	29	69	preparation	preparation	NOUN
crl-16824	29	70	,	,	PUNCT
crl-16824	29	71	and	and	CCONJ
crl-16824	29	72	campus	campus	NOUN
crl-16824	29	73	experiences	experience	NOUN
crl-16824	29	74	.	.	PUNCT
crl-16824	30	1	the	the	DET
crl-16824	30	2	authors	author	NOUN
crl-16824	30	3	found	find	VERB
crl-16824	30	4	that	that	SCONJ
crl-16824	30	5	students	student	NOUN
crl-16824	30	6	who	who	PRON
crl-16824	30	7	utilized	utilize	VERB
crl-16824	30	8	at	at	ADP
crl-16824	30	9	least	least	ADV
crl-16824	30	10	one	one	NUM
crl-16824	30	11	library	library	NOUN
crl-16824	30	12	resource	resource	NOUN
crl-16824	30	13	or	or	CCONJ
crl-16824	30	14	service	service	NOUN
crl-16824	30	15	—	—	PUNCT
crl-16824	30	16	e.g.	e.g.	ADV
crl-16824	30	17	,	,	PUNCT
crl-16824	30	18	checking	check	VERB
crl-16824	30	19	out	out	ADP
crl-16824	30	20	books	book	NOUN
crl-16824	30	21	,	,	PUNCT
crl-16824	30	22	logging	log	VERB
crl-16824	30	23	into	into	ADP
crl-16824	30	24	electronic	electronic	ADJ
crl-16824	30	25	journals	journal	NOUN
crl-16824	30	26	,	,	PUNCT
crl-16824	30	27	or	or	CCONJ
crl-16824	30	28	using	use	VERB
crl-16824	30	29	chat	chat	NOUN
crl-16824	30	30	reference	reference	NOUN
crl-16824	30	31	—	—	PUNCT
crl-16824	30	32	at	at	ADP
crl-16824	30	33	least	least	ADJ
crl-16824	30	34	once	once	ADV
crl-16824	30	35	during	during	ADP
crl-16824	30	36	their	their	PRON
crl-16824	30	37	first	first	ADJ
crl-16824	30	38	semester	semester	NOUN
crl-16824	30	39	had	have	VERB
crl-16824	30	40	a	a	DET
crl-16824	30	41	higher	high	ADJ
crl-16824	30	42	first	first	ADJ
crl-16824	30	43	-	-	PUNCT
crl-16824	30	44	term	term	NOUN
crl-16824	30	45	gpa	gpa	PROPN
crl-16824	30	46	,	,	PUNCT
crl-16824	30	47	and	and	CCONJ
crl-16824	30	48	higher	high	ADJ
crl-16824	30	49	fall	fall	NOUN
crl-16824	30	50	-	-	PUNCT
crl-16824	30	51	to	to	ADP
crl-16824	30	52	-	-	PUNCT
crl-16824	30	53	spring	spring	NOUN
crl-16824	30	54	semester	semester	NOUN
crl-16824	30	55	retention	retention	NOUN
crl-16824	30	56	,	,	PUNCT
crl-16824	30	57	in	in	ADP
crl-16824	30	58	comparison	comparison	NOUN
crl-16824	30	59	to	to	ADP
crl-16824	30	60	non	non	ADJ
crl-16824	30	61	-	-	ADJ
crl-16824	30	62	library	library	ADJ
crl-16824	30	63	users	user	NOUN
crl-16824	30	64	.	.	PUNCT
crl-16824	31	1	students	student	NOUN
crl-16824	31	2	who	who	PRON
crl-16824	31	3	enrolled	enrol	VERB
crl-16824	31	4	in	in	ADP
crl-16824	31	5	a	a	DET
crl-16824	31	6	credit	credit	NOUN
crl-16824	31	7	-	-	PUNCT
crl-16824	31	8	bearing	bear	VERB
crl-16824	31	9	library	library	ADJ
crl-16824	31	10	research	research	NOUN
crl-16824	31	11	course	course	NOUN
crl-16824	31	12	also	also	ADV
crl-16824	31	13	had	have	VERB
crl-16824	31	14	a	a	DET
crl-16824	31	15	higher	high	ADJ
crl-16824	31	16	fall	fall	NOUN
crl-16824	31	17	-	-	PUNCT
crl-16824	31	18	to	to	ADP
crl-16824	31	19	-	-	PUNCT
crl-16824	31	20	spring	spring	NOUN
crl-16824	31	21	retention	retention	NOUN
crl-16824	31	22	rate	rate	NOUN
crl-16824	31	23	.	.	PUNCT
crl-16824	32	1	however	however	ADV
crl-16824	32	2	,	,	PUNCT
crl-16824	32	3	their	their	PRON
crl-16824	32	4	data	datum	NOUN
crl-16824	32	5	also	also	ADV
crl-16824	32	6	reveal	reveal	VERB
crl-16824	32	7	that	that	SCONJ
crl-16824	32	8	740	740	NUM
crl-16824	32	9	college	college	NOUN
crl-16824	32	10	&	&	CCONJ
crl-16824	32	11	research	research	PROPN
crl-16824	32	12	libraries	library	NOUN
crl-16824	32	13	september	september	PROPN
crl-16824	32	14	2018	2018	NUM
crl-16824	32	15	participation	participation	NOUN
crl-16824	32	16	in	in	ADP
crl-16824	32	17	a	a	DET
crl-16824	32	18	course	course	NOUN
crl-16824	32	19	-	-	PUNCT
crl-16824	32	20	integrated	integrate	VERB
crl-16824	32	21	library	library	NOUN
crl-16824	32	22	instruction	instruction	NOUN
crl-16824	32	23	session	session	NOUN
crl-16824	32	24	was	be	AUX
crl-16824	32	25	associated	associate	VERB
crl-16824	32	26	with	with	ADP
crl-16824	32	27	a	a	DET
crl-16824	32	28	decrease	decrease	NOUN
crl-16824	32	29	of	of	ADP
crl-16824	32	30	0.08	0.08	NUM
crl-16824	32	31	points	point	NOUN
crl-16824	32	32	(	(	PUNCT
crl-16824	32	33	on	on	ADP
crl-16824	32	34	a	a	DET
crl-16824	32	35	four	four	NUM
crl-16824	32	36	-	-	PUNCT
crl-16824	32	37	point	point	NOUN
crl-16824	32	38	scale	scale	NOUN
crl-16824	32	39	)	)	PUNCT
crl-16824	32	40	in	in	ADP
crl-16824	32	41	students	student	NOUN
crl-16824	32	42	’	'	PUNCT
crl-16824	32	43	first	first	ADJ
crl-16824	32	44	-	-	PUNCT
crl-16824	32	45	year	year	NOUN
crl-16824	32	46	gpas.14	gpas.14	NOUN
crl-16824	32	47	although	although	SCONJ
crl-16824	32	48	the	the	DET
crl-16824	32	49	practical	practical	ADJ
crl-16824	32	50	significance	significance	NOUN
crl-16824	32	51	of	of	ADP
crl-16824	32	52	such	such	DET
crl-16824	32	53	a	a	DET
crl-16824	32	54	small	small	ADJ
crl-16824	32	55	differential	differential	NOUN
crl-16824	32	56	is	be	AUX
crl-16824	32	57	minor	minor	ADJ
crl-16824	32	58	,	,	PUNCT
crl-16824	32	59	it	it	PRON
crl-16824	32	60	still	still	ADV
crl-16824	32	61	represents	represent	VERB
crl-16824	32	62	a	a	DET
crl-16824	32	63	negative	negative	ADJ
crl-16824	32	64	correlation	correlation	NOUN
crl-16824	32	65	.	.	PUNCT
crl-16824	33	1	while	while	SCONJ
crl-16824	33	2	the	the	DET
crl-16824	33	3	authors	author	NOUN
crl-16824	33	4	note	note	VERB
crl-16824	33	5	challenges	challenge	NOUN
crl-16824	33	6	with	with	ADP
crl-16824	33	7	measuring	measure	VERB
crl-16824	33	8	the	the	DET
crl-16824	33	9	effectiveness	effectiveness	NOUN
crl-16824	33	10	of	of	ADP
crl-16824	33	11	library	library	ADJ
crl-16824	33	12	instruction	instruction	NOUN
crl-16824	33	13	,	,	PUNCT
crl-16824	33	14	they	they	PRON
crl-16824	33	15	offered	offer	VERB
crl-16824	33	16	no	no	DET
crl-16824	33	17	specific	specific	ADJ
crl-16824	33	18	explanation	explanation	NOUN
crl-16824	33	19	for	for	ADP
crl-16824	33	20	this	this	DET
crl-16824	33	21	negative	negative	ADJ
crl-16824	33	22	correlation	correlation	NOUN
crl-16824	33	23	,	,	PUNCT
crl-16824	33	24	prompting	prompt	VERB
crl-16824	33	25	the	the	DET
crl-16824	33	26	current	current	ADJ
crl-16824	33	27	study.15	study.15	NOUN
crl-16824	33	28	while	while	SCONJ
crl-16824	33	29	many	many	ADJ
crl-16824	33	30	researchers	researcher	NOUN
crl-16824	33	31	have	have	AUX
crl-16824	33	32	examined	examine	VERB
crl-16824	33	33	the	the	DET
crl-16824	33	34	relationship	relationship	NOUN
crl-16824	33	35	between	between	ADP
crl-16824	33	36	gpa	gpa	PROPN
crl-16824	33	37	and	and	CCONJ
crl-16824	33	38	kinds	kind	NOUN
crl-16824	33	39	of	of	ADP
crl-16824	33	40	library	library	ADJ
crl-16824	33	41	interaction	interaction	NOUN
crl-16824	33	42	that	that	PRON
crl-16824	33	43	are	be	AUX
crl-16824	33	44	not	not	PART
crl-16824	33	45	instruction	instruction	NOUN
crl-16824	33	46	-	-	PUNCT
crl-16824	33	47	based	base	VERB
crl-16824	33	48	(	(	PUNCT
crl-16824	33	49	e.g.	e.g.	ADV
crl-16824	33	50	,	,	PUNCT
crl-16824	33	51	using	use	VERB
crl-16824	33	52	books	book	NOUN
crl-16824	33	53	or	or	CCONJ
crl-16824	33	54	online	online	ADJ
crl-16824	33	55	resources	resource	NOUN
crl-16824	33	56	,	,	PUNCT
crl-16824	33	57	reserving	reserve	VERB
crl-16824	33	58	study	study	NOUN
crl-16824	33	59	rooms	room	NOUN
crl-16824	33	60	)	)	PUNCT
crl-16824	33	61	,	,	PUNCT
crl-16824	33	62	those	those	DET
crl-16824	33	63	studies	study	NOUN
crl-16824	33	64	fall	fall	VERB
crl-16824	33	65	outside	outside	ADP
crl-16824	33	66	the	the	DET
crl-16824	33	67	scope	scope	NOUN
crl-16824	33	68	of	of	ADP
crl-16824	33	69	this	this	DET
crl-16824	33	70	review	review	NOUN
crl-16824	33	71	of	of	ADP
crl-16824	33	72	the	the	DET
crl-16824	33	73	literature	literature	NOUN
crl-16824	33	74	.	.	PUNCT
crl-16824	34	1	nevertheless	nevertheless	ADV
crl-16824	34	2	,	,	PUNCT
crl-16824	34	3	one	one	NUM
crl-16824	34	4	exception	exception	NOUN
crl-16824	34	5	is	be	AUX
crl-16824	34	6	the	the	DET
crl-16824	34	7	work	work	NOUN
crl-16824	34	8	of	of	ADP
crl-16824	34	9	deeann	deeann	PROPN
crl-16824	34	10	allison	allison	PROPN
crl-16824	34	11	at	at	ADP
crl-16824	34	12	the	the	DET
crl-16824	34	13	university	university	PROPN
crl-16824	34	14	of	of	ADP
crl-16824	34	15	nebraska	nebraska	PROPN
crl-16824	34	16	—	—	PUNCT
crl-16824	34	17	lincoln.16	lincoln.16	PROPN
crl-16824	34	18	because	because	SCONJ
crl-16824	34	19	allison	allison	PROPN
crl-16824	34	20	took	take	VERB
crl-16824	34	21	into	into	ADP
crl-16824	34	22	account	account	NOUN
crl-16824	34	23	students	student	NOUN
crl-16824	34	24	’	'	PUNCT
crl-16824	34	25	large	large	ADJ
crl-16824	34	26	-	-	PUNCT
crl-16824	34	27	scale	scale	NOUN
crl-16824	34	28	disciplines	discipline	NOUN
crl-16824	34	29	of	of	ADP
crl-16824	34	30	study	study	NOUN
crl-16824	34	31	(	(	PUNCT
crl-16824	34	32	humanities	humanity	NOUN
crl-16824	34	33	,	,	PUNCT
crl-16824	34	34	social	social	ADJ
crl-16824	34	35	sciences	science	NOUN
crl-16824	34	36	,	,	PUNCT
crl-16824	34	37	or	or	CCONJ
crl-16824	34	38	stem	stem	VERB
crl-16824	34	39	disciplines	discipline	NOUN
crl-16824	34	40	)	)	PUNCT
crl-16824	34	41	,	,	PUNCT
crl-16824	34	42	it	it	PRON
crl-16824	34	43	is	be	AUX
crl-16824	34	44	included	include	VERB
crl-16824	34	45	here	here	ADV
crl-16824	34	46	for	for	ADP
crl-16824	34	47	its	its	PRON
crl-16824	34	48	relationship	relationship	NOUN
crl-16824	34	49	to	to	ADP
crl-16824	34	50	this	this	DET
crl-16824	34	51	current	current	ADJ
crl-16824	34	52	study	study	NOUN
crl-16824	34	53	’s	’s	PART
crl-16824	34	54	methodology	methodology	NOUN
crl-16824	34	55	,	,	PUNCT
crl-16824	34	56	which	which	PRON
crl-16824	34	57	accounts	account	VERB
crl-16824	34	58	for	for	ADP
crl-16824	34	59	students	student	NOUN
crl-16824	34	60	’	'	PUNCT
crl-16824	34	61	majors	major	NOUN
crl-16824	34	62	.	.	PUNCT
crl-16824	35	1	allison	allison	PROPN
crl-16824	35	2	found	find	VERB
crl-16824	35	3	the	the	DET
crl-16824	35	4	strongest	strong	ADJ
crl-16824	35	5	correlation	correlation	NOUN
crl-16824	35	6	between	between	ADP
crl-16824	35	7	library	library	NOUN
crl-16824	35	8	use	use	NOUN
crl-16824	35	9	and	and	CCONJ
crl-16824	35	10	gpas	gpa	NOUN
crl-16824	35	11	in	in	ADP
crl-16824	35	12	students	student	NOUN
crl-16824	35	13	who	who	PRON
crl-16824	35	14	majored	major	VERB
crl-16824	35	15	in	in	ADP
crl-16824	35	16	humanities	humanity	NOUN
crl-16824	35	17	disciplines	discipline	NOUN
crl-16824	35	18	.	.	PUNCT
crl-16824	36	1	she	she	PRON
crl-16824	36	2	also	also	ADV
crl-16824	36	3	took	take	VERB
crl-16824	36	4	a	a	DET
crl-16824	36	5	different	different	ADJ
crl-16824	36	6	approach	approach	NOUN
crl-16824	36	7	to	to	ADP
crl-16824	36	8	the	the	DET
crl-16824	36	9	question	question	NOUN
crl-16824	36	10	of	of	ADP
crl-16824	36	11	library	library	ADJ
crl-16824	36	12	use	use	NOUN
crl-16824	36	13	and	and	CCONJ
crl-16824	36	14	students	student	NOUN
crl-16824	36	15	’	'	PUNCT
crl-16824	36	16	gpas	gpa	NOUN
crl-16824	36	17	by	by	ADP
crl-16824	36	18	reversing	reverse	VERB
crl-16824	36	19	the	the	DET
crl-16824	36	20	independent	independent	ADJ
crl-16824	36	21	and	and	CCONJ
crl-16824	36	22	dependent	dependent	ADJ
crl-16824	36	23	variables	variable	NOUN
crl-16824	36	24	in	in	ADP
crl-16824	36	25	one	one	NUM
crl-16824	36	26	aspect	aspect	NOUN
crl-16824	36	27	of	of	ADP
crl-16824	36	28	her	her	PRON
crl-16824	36	29	study	study	NOUN
crl-16824	36	30	.	.	PUNCT
crl-16824	37	1	she	she	PRON
crl-16824	37	2	found	find	VERB
crl-16824	37	3	that	that	SCONJ
crl-16824	37	4	undergraduates	undergraduate	NOUN
crl-16824	37	5	with	with	ADP
crl-16824	37	6	higher	high	ADJ
crl-16824	37	7	than	than	SCONJ
crl-16824	37	8	average	average	ADJ
crl-16824	37	9	gpas	gpa	NOUN
crl-16824	37	10	accessed	access	VERB
crl-16824	37	11	electronic	electronic	ADJ
crl-16824	37	12	resources	resource	NOUN
crl-16824	37	13	from	from	ADP
crl-16824	37	14	off	off	ADP
crl-16824	37	15	campus	campus	NOUN
crl-16824	37	16	and	and	CCONJ
crl-16824	37	17	checked	check	VERB
crl-16824	37	18	out	out	ADP
crl-16824	37	19	print	print	NOUN
crl-16824	37	20	books	book	NOUN
crl-16824	37	21	more	more	ADV
crl-16824	37	22	often	often	ADV
crl-16824	37	23	than	than	ADP
crl-16824	37	24	students	student	NOUN
crl-16824	37	25	with	with	ADP
crl-16824	37	26	lower	low	ADJ
crl-16824	37	27	than	than	ADP
crl-16824	37	28	average	average	ADJ
crl-16824	37	29	gpas	gpa	NOUN
crl-16824	37	30	.	.	PUNCT
crl-16824	38	1	allison	allison	PROPN
crl-16824	38	2	cautions	caution	VERB
crl-16824	38	3	,	,	PUNCT
crl-16824	38	4	however	however	ADV
crl-16824	38	5	,	,	PUNCT
crl-16824	38	6	that	that	SCONJ
crl-16824	38	7	“	"	PUNCT
crl-16824	38	8	it	it	PRON
crl-16824	38	9	is	be	AUX
crl-16824	38	10	difficult	difficult	ADJ
crl-16824	38	11	to	to	PART
crl-16824	38	12	say	say	VERB
crl-16824	38	13	whether	whether	SCONJ
crl-16824	38	14	library	library	NOUN
crl-16824	38	15	use	use	NOUN
crl-16824	38	16	makes	make	VERB
crl-16824	38	17	good	good	ADJ
crl-16824	38	18	students	student	NOUN
crl-16824	38	19	,	,	PUNCT
crl-16824	38	20	or	or	CCONJ
crl-16824	38	21	library	library	NOUN
crl-16824	38	22	use	use	NOUN
crl-16824	38	23	is	be	AUX
crl-16824	38	24	a	a	DET
crl-16824	38	25	characteristic	characteristic	NOUN
crl-16824	38	26	of	of	ADP
crl-16824	38	27	a	a	DET
crl-16824	38	28	good	good	ADJ
crl-16824	38	29	student	student	NOUN
crl-16824	38	30	.	.	PUNCT
crl-16824	39	1	”17	”17	PROPN
crl-16824	39	2	one	one	NUM
crl-16824	39	3	other	other	ADJ
crl-16824	39	4	study	study	NOUN
crl-16824	39	5	already	already	ADV
crl-16824	39	6	cited	cite	VERB
crl-16824	39	7	above	above	ADV
crl-16824	39	8	also	also	ADV
crl-16824	39	9	sorted	sort	VERB
crl-16824	39	10	student	student	NOUN
crl-16824	39	11	participants	participant	NOUN
crl-16824	39	12	into	into	ADP
crl-16824	39	13	groups	group	NOUN
crl-16824	39	14	by	by	ADP
crl-16824	39	15	their	their	PRON
crl-16824	39	16	majors	major	NOUN
crl-16824	39	17	or	or	CCONJ
crl-16824	39	18	larger	large	ADJ
crl-16824	39	19	fields	field	NOUN
crl-16824	39	20	:	:	PUNCT
crl-16824	39	21	in	in	ADP
crl-16824	39	22	wong	wong	PROPN
crl-16824	39	23	and	and	CCONJ
crl-16824	39	24	cmor	cmor	PROPN
crl-16824	39	25	’s	’s	PART
crl-16824	39	26	work	work	NOUN
crl-16824	39	27	,	,	PUNCT
crl-16824	39	28	it	it	PRON
crl-16824	39	29	was	be	AUX
crl-16824	39	30	precisely	precisely	ADV
crl-16824	39	31	the	the	DET
crl-16824	39	32	separation	separation	NOUN
crl-16824	39	33	of	of	ADP
crl-16824	39	34	participants	participant	NOUN
crl-16824	39	35	by	by	ADP
crl-16824	39	36	majors	major	NOUN
crl-16824	39	37	that	that	PRON
crl-16824	39	38	enabled	enable	VERB
crl-16824	39	39	the	the	DET
crl-16824	39	40	authors	author	NOUN
crl-16824	39	41	to	to	PART
crl-16824	39	42	discover	discover	VERB
crl-16824	39	43	that	that	SCONJ
crl-16824	39	44	more	more	ADJ
crl-16824	39	45	than	than	ADP
crl-16824	39	46	two	two	NUM
crl-16824	39	47	instruction	instruction	NOUN
crl-16824	39	48	sessions	session	NOUN
crl-16824	39	49	increased	increase	VERB
crl-16824	39	50	the	the	DET
crl-16824	39	51	likelihood	likelihood	NOUN
crl-16824	39	52	of	of	ADP
crl-16824	39	53	a	a	DET
crl-16824	39	54	positive	positive	ADJ
crl-16824	39	55	correlation	correlation	NOUN
crl-16824	39	56	between	between	ADP
crl-16824	39	57	the	the	DET
crl-16824	39	58	instruction	instruction	NOUN
crl-16824	39	59	and	and	CCONJ
crl-16824	39	60	students	student	NOUN
crl-16824	39	61	’	'	PUNCT
crl-16824	39	62	gpas.18	gpas.18	VERB
crl-16824	39	63	an	an	DET
crl-16824	39	64	earlier	early	ADJ
crl-16824	39	65	research	research	NOUN
crl-16824	39	66	project	project	NOUN
crl-16824	39	67	by	by	ADP
crl-16824	39	68	wong	wong	PROPN
crl-16824	39	69	,	,	PUNCT
crl-16824	39	70	with	with	ADP
crl-16824	39	71	co	co	NOUN
crl-16824	39	72	-	-	NOUN
crl-16824	39	73	author	author	NOUN
crl-16824	39	74	t.d	t.d	PROPN
crl-16824	39	75	.	.	PROPN
crl-16824	39	76	webb	webb	PROPN
crl-16824	39	77	,	,	PUNCT
crl-16824	39	78	also	also	ADV
crl-16824	39	79	divided	divide	VERB
crl-16824	39	80	participants	participant	NOUN
crl-16824	39	81	by	by	ADP
crl-16824	39	82	their	their	PRON
crl-16824	39	83	majors	major	NOUN
crl-16824	39	84	and	and	CCONJ
crl-16824	39	85	compared	compare	VERB
crl-16824	39	86	gpas	gpa	NOUN
crl-16824	39	87	of	of	ADP
crl-16824	39	88	students	student	NOUN
crl-16824	39	89	who	who	PRON
crl-16824	39	90	did	do	VERB
crl-16824	39	91	and	and	CCONJ
crl-16824	39	92	did	do	AUX
crl-16824	39	93	not	not	PART
crl-16824	39	94	check	check	VERB
crl-16824	39	95	out	out	ADP
crl-16824	39	96	materials	material	NOUN
crl-16824	39	97	from	from	ADP
crl-16824	39	98	the	the	DET
crl-16824	39	99	library	library	NOUN
crl-16824	39	100	only	only	ADV
crl-16824	39	101	within	within	ADP
crl-16824	39	102	the	the	DET
crl-16824	39	103	same	same	ADJ
crl-16824	39	104	department	department	NOUN
crl-16824	39	105	,	,	PUNCT
crl-16824	39	106	rather	rather	ADV
crl-16824	39	107	than	than	ADP
crl-16824	39	108	across	across	ADP
crl-16824	39	109	departments.19	departments.19	NOUN
crl-16824	39	110	by	by	ADP
crl-16824	39	111	comparing	compare	VERB
crl-16824	39	112	only	only	ADV
crl-16824	39	113	students	student	NOUN
crl-16824	39	114	within	within	ADP
crl-16824	39	115	the	the	DET
crl-16824	39	116	same	same	ADJ
crl-16824	39	117	department	department	NOUN
crl-16824	39	118	,	,	PUNCT
crl-16824	39	119	wong	wong	PROPN
crl-16824	39	120	and	and	CCONJ
crl-16824	39	121	webb	webb	PROPN
crl-16824	39	122	were	be	AUX
crl-16824	39	123	motivated	motivate	VERB
crl-16824	39	124	by	by	ADP
crl-16824	39	125	the	the	DET
crl-16824	39	126	same	same	ADJ
crl-16824	39	127	concern	concern	NOUN
crl-16824	39	128	as	as	SCONJ
crl-16824	39	129	the	the	DET
crl-16824	39	130	research	research	NOUN
crl-16824	39	131	reported	report	VERB
crl-16824	39	132	here	here	ADV
crl-16824	39	133	:	:	PUNCT
crl-16824	39	134	a	a	DET
crl-16824	39	135	desire	desire	NOUN
crl-16824	39	136	to	to	PART
crl-16824	39	137	account	account	VERB
crl-16824	39	138	for	for	ADP
crl-16824	39	139	different	different	ADJ
crl-16824	39	140	disciplinary	disciplinary	ADJ
crl-16824	39	141	grading	grading	NOUN
crl-16824	39	142	standards	standard	NOUN
crl-16824	39	143	.	.	PUNCT
crl-16824	40	1	wong	wong	PROPN
crl-16824	40	2	and	and	CCONJ
crl-16824	40	3	webb	webb	PROPN
crl-16824	40	4	’s	’s	PART
crl-16824	40	5	approach	approach	NOUN
crl-16824	40	6	is	be	AUX
crl-16824	40	7	appropriate	appropriate	ADJ
crl-16824	40	8	for	for	SCONJ
crl-16824	40	9	the	the	DET
crl-16824	40	10	very	very	ADV
crl-16824	40	11	large	large	ADJ
crl-16824	40	12	data	data	NOUN
crl-16824	40	13	sets	set	NOUN
crl-16824	40	14	available	available	ADJ
crl-16824	40	15	at	at	ADP
crl-16824	40	16	a	a	DET
crl-16824	40	17	large	large	ADJ
crl-16824	40	18	research	research	NOUN
crl-16824	40	19	university	university	NOUN
crl-16824	40	20	,	,	PUNCT
crl-16824	40	21	where	where	SCONJ
crl-16824	40	22	each	each	DET
crl-16824	40	23	major	major	NOUN
crl-16824	40	24	might	might	AUX
crl-16824	40	25	have	have	VERB
crl-16824	40	26	hundreds	hundred	NOUN
crl-16824	40	27	of	of	ADP
crl-16824	40	28	student	student	NOUN
crl-16824	40	29	graduates	graduate	NOUN
crl-16824	40	30	within	within	ADP
crl-16824	40	31	a	a	DET
crl-16824	40	32	few	few	ADJ
crl-16824	40	33	years	year	NOUN
crl-16824	40	34	.	.	PUNCT
crl-16824	41	1	the	the	DET
crl-16824	41	2	current	current	ADJ
crl-16824	41	3	study	study	NOUN
crl-16824	41	4	’s	’s	PART
crl-16824	41	5	approach	approach	NOUN
crl-16824	41	6	of	of	ADP
crl-16824	41	7	normalizing	normalizing	ADJ
crl-16824	41	8	gpas	gpa	NOUN
crl-16824	41	9	works	work	VERB
crl-16824	41	10	with	with	ADP
crl-16824	41	11	the	the	DET
crl-16824	41	12	smaller	small	ADJ
crl-16824	41	13	data	data	NOUN
crl-16824	41	14	sets	set	NOUN
crl-16824	41	15	available	available	ADJ
crl-16824	41	16	at	at	ADP
crl-16824	41	17	a	a	DET
crl-16824	41	18	smaller	small	ADJ
crl-16824	41	19	institution	institution	NOUN
crl-16824	41	20	,	,	PUNCT
crl-16824	41	21	and	and	CCONJ
crl-16824	41	22	allows	allow	VERB
crl-16824	41	23	researchers	researcher	NOUN
crl-16824	41	24	to	to	PART
crl-16824	41	25	compare	compare	VERB
crl-16824	41	26	gpas	gpa	NOUN
crl-16824	41	27	across	across	ADP
crl-16824	41	28	an	an	DET
crl-16824	41	29	entire	entire	ADJ
crl-16824	41	30	college	college	NOUN
crl-16824	41	31	or	or	CCONJ
crl-16824	41	32	university	university	NOUN
crl-16824	41	33	.	.	PUNCT
crl-16824	42	1	none	none	NOUN
crl-16824	42	2	of	of	ADP
crl-16824	42	3	the	the	DET
crl-16824	42	4	research	research	NOUN
crl-16824	42	5	published	publish	VERB
crl-16824	42	6	to	to	ADP
crl-16824	42	7	date	date	NOUN
crl-16824	42	8	duplicates	duplicate	VERB
crl-16824	42	9	the	the	DET
crl-16824	42	10	methodology	methodology	NOUN
crl-16824	42	11	presented	present	VERB
crl-16824	42	12	here	here	ADV
crl-16824	42	13	,	,	PUNCT
crl-16824	42	14	which	which	PRON
crl-16824	42	15	seeks	seek	VERB
crl-16824	42	16	to	to	PART
crl-16824	42	17	neutralize	neutralize	VERB
crl-16824	42	18	the	the	DET
crl-16824	42	19	differences	difference	NOUN
crl-16824	42	20	between	between	ADP
crl-16824	42	21	grading	grade	VERB
crl-16824	42	22	standards	standard	NOUN
crl-16824	42	23	in	in	ADP
crl-16824	42	24	different	different	ADJ
crl-16824	42	25	departments	department	NOUN
crl-16824	42	26	and	and	CCONJ
crl-16824	42	27	disciplines	discipline	NOUN
crl-16824	42	28	,	,	PUNCT
crl-16824	42	29	so	so	SCONJ
crl-16824	42	30	that	that	SCONJ
crl-16824	42	31	differences	difference	NOUN
crl-16824	42	32	in	in	ADP
crl-16824	42	33	students	student	NOUN
crl-16824	42	34	’	'	PUNCT
crl-16824	42	35	gpas	gpa	NOUN
crl-16824	42	36	might	might	AUX
crl-16824	42	37	be	be	AUX
crl-16824	42	38	more	more	ADV
crl-16824	42	39	directly	directly	ADV
crl-16824	42	40	attributable	attributable	ADJ
crl-16824	42	41	to	to	ADP
crl-16824	42	42	their	their	PRON
crl-16824	42	43	experience	experience	NOUN
crl-16824	42	44	with	with	ADP
crl-16824	42	45	library	library	ADJ
crl-16824	42	46	instruction	instruction	NOUN
crl-16824	42	47	,	,	PUNCT
crl-16824	42	48	rather	rather	ADV
crl-16824	42	49	than	than	ADP
crl-16824	42	50	an	an	DET
crl-16824	42	51	artifact	artifact	NOUN
crl-16824	42	52	of	of	ADP
crl-16824	42	53	varying	vary	VERB
crl-16824	42	54	grading	grading	NOUN
crl-16824	42	55	standards	standard	NOUN
crl-16824	42	56	across	across	ADP
crl-16824	42	57	the	the	DET
crl-16824	42	58	college	college	NOUN
crl-16824	42	59	.	.	PUNCT
crl-16824	43	1	methods	method	NOUN
crl-16824	43	2	after	after	SCONJ
crl-16824	43	3	the	the	DET
crl-16824	43	4	project	project	NOUN
crl-16824	43	5	was	be	AUX
crl-16824	43	6	approved	approve	VERB
crl-16824	43	7	by	by	ADP
crl-16824	43	8	the	the	DET
crl-16824	43	9	saint	saint	PROPN
crl-16824	43	10	mary	mary	PROPN
crl-16824	43	11	’s	’s	PART
crl-16824	43	12	college	college	PROPN
crl-16824	43	13	review	review	PROPN
crl-16824	43	14	board	board	NOUN
crl-16824	43	15	for	for	ADP
crl-16824	43	16	research	research	NOUN
crl-16824	43	17	with	with	ADP
crl-16824	43	18	human	human	ADJ
crl-16824	43	19	subjects	subject	NOUN
crl-16824	43	20	,	,	PUNCT
crl-16824	43	21	the	the	DET
crl-16824	43	22	authors	author	NOUN
crl-16824	43	23	worked	work	VERB
crl-16824	43	24	with	with	ADP
crl-16824	43	25	the	the	DET
crl-16824	43	26	office	office	NOUN
crl-16824	43	27	of	of	ADP
crl-16824	43	28	institutional	institutional	ADJ
crl-16824	43	29	research	research	NOUN
crl-16824	43	30	and	and	CCONJ
crl-16824	43	31	assessment	assessment	NOUN
crl-16824	43	32	to	to	PART
crl-16824	43	33	collect	collect	VERB
crl-16824	43	34	data	datum	NOUN
crl-16824	43	35	on	on	ADP
crl-16824	43	36	students	student	NOUN
crl-16824	43	37	’	'	PUNCT
crl-16824	43	38	transcripts	transcript	NOUN
crl-16824	43	39	and	and	CCONJ
crl-16824	43	40	cumulative	cumulative	ADJ
crl-16824	43	41	grade	grade	NOUN
crl-16824	43	42	-	-	PUNCT
crl-16824	43	43	point	point	NOUN
crl-16824	43	44	averages	average	NOUN
crl-16824	43	45	,	,	PUNCT
crl-16824	43	46	beginning	begin	VERB
crl-16824	43	47	with	with	ADP
crl-16824	43	48	a	a	DET
crl-16824	43	49	list	list	NOUN
crl-16824	43	50	of	of	ADP
crl-16824	43	51	all	all	DET
crl-16824	43	52	courses	course	NOUN
crl-16824	43	53	that	that	PRON
crl-16824	43	54	had	have	VERB
crl-16824	43	55	at	at	ADV
crl-16824	43	56	least	least	ADV
crl-16824	43	57	one	one	NUM
crl-16824	43	58	library	library	NOUN
crl-16824	43	59	instruction	instruction	NOUN
crl-16824	43	60	session	session	NOUN
crl-16824	43	61	from	from	ADP
crl-16824	43	62	fall	fall	NOUN
crl-16824	43	63	2008	2008	NUM
crl-16824	43	64	through	through	ADP
crl-16824	43	65	spring	spring	NOUN
crl-16824	43	66	2015	2015	NUM
crl-16824	43	67	.	.	PUNCT
crl-16824	44	1	this	this	DET
crl-16824	44	2	list	list	NOUN
crl-16824	44	3	included	include	VERB
crl-16824	44	4	every	every	DET
crl-16824	44	5	course	course	NOUN
crl-16824	44	6	with	with	ADP
crl-16824	44	7	library	library	ADJ
crl-16824	44	8	instruction	instruction	NOUN
crl-16824	44	9	taken	take	VERB
crl-16824	44	10	by	by	ADP
crl-16824	44	11	students	student	NOUN
crl-16824	44	12	graduating	graduate	VERB
crl-16824	44	13	with	with	ADP
crl-16824	44	14	the	the	DET
crl-16824	44	15	classes	class	NOUN
crl-16824	44	16	of	of	ADP
crl-16824	44	17	2012	2012	NUM
crl-16824	44	18	through	through	ADP
crl-16824	44	19	2015	2015	NUM
crl-16824	44	20	.	.	PUNCT
crl-16824	45	1	the	the	DET
crl-16824	45	2	staff	staff	NOUN
crl-16824	45	3	of	of	ADP
crl-16824	45	4	the	the	DET
crl-16824	45	5	office	office	NOUN
crl-16824	45	6	of	of	ADP
crl-16824	45	7	institutional	institutional	ADJ
crl-16824	45	8	research	research	NOUN
crl-16824	45	9	and	and	CCONJ
crl-16824	45	10	assessment	assessment	NOUN
crl-16824	45	11	then	then	ADV
crl-16824	45	12	ran	run	VERB
crl-16824	45	13	that	that	DET
crl-16824	45	14	list	list	NOUN
crl-16824	45	15	of	of	ADP
crl-16824	45	16	courses	course	NOUN
crl-16824	45	17	against	against	ADP
crl-16824	45	18	the	the	DET
crl-16824	45	19	transcripts	transcript	NOUN
crl-16824	45	20	of	of	ADP
crl-16824	45	21	students	student	NOUN
crl-16824	45	22	graduating	graduate	VERB
crl-16824	45	23	with	with	ADP
crl-16824	45	24	the	the	DET
crl-16824	45	25	classes	class	NOUN
crl-16824	45	26	of	of	ADP
crl-16824	45	27	2012	2012	NUM
crl-16824	45	28	through	through	ADP
crl-16824	45	29	2015	2015	NUM
crl-16824	45	30	.	.	PUNCT
crl-16824	46	1	the	the	DET
crl-16824	46	2	academic	academic	PROPN
crl-16824	46	3	library	library	NOUN
crl-16824	46	4	’s	’s	PART
crl-16824	46	5	contribution	contribution	NOUN
crl-16824	46	6	to	to	ADP
crl-16824	46	7	student	student	NOUN
crl-16824	46	8	success	success	NOUN
crl-16824	46	9	741	741	NUM
crl-16824	46	10	the	the	DET
crl-16824	46	11	list	list	NOUN
crl-16824	46	12	of	of	ADP
crl-16824	46	13	graduating	graduate	VERB
crl-16824	46	14	students	student	NOUN
crl-16824	46	15	included	include	VERB
crl-16824	46	16	1380	1380	NUM
crl-16824	46	17	individuals	individual	NOUN
crl-16824	46	18	.	.	PUNCT
crl-16824	47	1	students	student	NOUN
crl-16824	47	2	who	who	PRON
crl-16824	47	3	matriculated	matriculate	VERB
crl-16824	47	4	between	between	ADP
crl-16824	47	5	fall	fall	NOUN
crl-16824	47	6	2008	2008	NUM
crl-16824	47	7	and	and	CCONJ
crl-16824	47	8	fall	fall	VERB
crl-16824	47	9	2011	2011	NUM
crl-16824	47	10	,	,	PUNCT
crl-16824	47	11	but	but	CCONJ
crl-16824	47	12	did	do	AUX
crl-16824	47	13	not	not	PART
crl-16824	47	14	graduate	graduate	VERB
crl-16824	47	15	,	,	PUNCT
crl-16824	47	16	were	be	AUX
crl-16824	47	17	excluded	exclude	VERB
crl-16824	47	18	from	from	ADP
crl-16824	47	19	the	the	DET
crl-16824	47	20	study	study	NOUN
crl-16824	47	21	.	.	PUNCT
crl-16824	48	1	students	student	NOUN
crl-16824	48	2	who	who	PRON
crl-16824	48	3	took	take	VERB
crl-16824	48	4	more	more	ADJ
crl-16824	48	5	than	than	ADP
crl-16824	48	6	four	four	NUM
crl-16824	48	7	years	year	NOUN
crl-16824	48	8	to	to	PART
crl-16824	48	9	graduate	graduate	VERB
crl-16824	48	10	were	be	AUX
crl-16824	48	11	included	include	VERB
crl-16824	48	12	as	as	ADP
crl-16824	48	13	part	part	NOUN
crl-16824	48	14	of	of	ADP
crl-16824	48	15	the	the	DET
crl-16824	48	16	class	class	NOUN
crl-16824	48	17	with	with	ADP
crl-16824	48	18	which	which	PRON
crl-16824	48	19	they	they	PRON
crl-16824	48	20	graduated	graduate	VERB
crl-16824	48	21	.	.	PUNCT
crl-16824	49	1	because	because	SCONJ
crl-16824	49	2	92.6	92.6	NUM
crl-16824	49	3	%	%	NOUN
crl-16824	49	4	of	of	ADP
crl-16824	49	5	graduates	graduate	NOUN
crl-16824	49	6	at	at	ADP
crl-16824	49	7	saint	saint	PROPN
crl-16824	49	8	mary	mary	PROPN
crl-16824	49	9	’s	’s	PART
crl-16824	49	10	college	college	NOUN
crl-16824	49	11	complete	complete	VERB
crl-16824	49	12	their	their	PRON
crl-16824	49	13	degree	degree	NOUN
crl-16824	49	14	in	in	ADP
crl-16824	49	15	four	four	NUM
crl-16824	49	16	years	year	NOUN
crl-16824	49	17	,	,	PUNCT
crl-16824	49	18	the	the	DET
crl-16824	49	19	authors	author	NOUN
crl-16824	49	20	simplified	simplify	VERB
crl-16824	49	21	the	the	DET
crl-16824	49	22	analysis	analysis	NOUN
crl-16824	49	23	by	by	ADP
crl-16824	49	24	not	not	PART
crl-16824	49	25	attempting	attempt	VERB
crl-16824	49	26	to	to	PART
crl-16824	49	27	adjust	adjust	VERB
crl-16824	49	28	the	the	DET
crl-16824	49	29	collection	collection	NOUN
crl-16824	49	30	methods	method	NOUN
crl-16824	49	31	to	to	PART
crl-16824	49	32	account	account	VERB
crl-16824	49	33	for	for	ADP
crl-16824	49	34	the	the	DET
crl-16824	49	35	relatively	relatively	ADV
crl-16824	49	36	small	small	ADJ
crl-16824	49	37	number	number	NOUN
crl-16824	49	38	of	of	ADP
crl-16824	49	39	students	student	NOUN
crl-16824	49	40	who	who	PRON
crl-16824	49	41	took	take	VERB
crl-16824	49	42	more	more	ADJ
crl-16824	49	43	than	than	ADP
crl-16824	49	44	four	four	NUM
crl-16824	49	45	years	year	NOUN
crl-16824	49	46	to	to	ADP
crl-16824	49	47	graduate.20	graduate.20	PROPN
crl-16824	49	48	what	what	PRON
crl-16824	49	49	resulted	result	VERB
crl-16824	49	50	was	be	AUX
crl-16824	49	51	a	a	DET
crl-16824	49	52	list	list	NOUN
crl-16824	49	53	of	of	ADP
crl-16824	49	54	anonymized	anonymize	VERB
crl-16824	49	55	identification	identification	NOUN
crl-16824	49	56	numbers	number	NOUN
crl-16824	49	57	for	for	ADP
crl-16824	49	58	individual	individual	ADJ
crl-16824	49	59	students	student	NOUN
crl-16824	49	60	;	;	PUNCT
crl-16824	49	61	those	those	DET
crl-16824	49	62	students	student	NOUN
crl-16824	49	63	’	’	PART
crl-16824	49	64	majors	major	NOUN
crl-16824	49	65	(	(	PUNCT
crl-16824	49	66	coded	code	VERB
crl-16824	49	67	as	as	ADP
crl-16824	49	68	“	"	PUNCT
crl-16824	49	69	major1	major1	PROPN
crl-16824	49	70	,	,	PUNCT
crl-16824	49	71	”	"	PUNCT
crl-16824	49	72	“	"	PUNCT
crl-16824	49	73	major2	major2	PROPN
crl-16824	49	74	,	,	PUNCT
crl-16824	49	75	”	"	PUNCT
crl-16824	49	76	etc	etc	X
crl-16824	49	77	.	.	X
crl-16824	49	78	to	to	PART
crl-16824	49	79	preserve	preserve	VERB
crl-16824	49	80	students	student	NOUN
crl-16824	49	81	’	'	PUNCT
crl-16824	49	82	anonymity	anonymity	NOUN
crl-16824	49	83	)	)	PUNCT
crl-16824	49	84	;	;	PUNCT
crl-16824	49	85	the	the	DET
crl-16824	49	86	number	number	NOUN
crl-16824	49	87	of	of	ADP
crl-16824	49	88	courses	course	NOUN
crl-16824	49	89	those	those	DET
crl-16824	49	90	students	student	NOUN
crl-16824	49	91	were	be	AUX
crl-16824	49	92	enrolled	enrol	VERB
crl-16824	49	93	in	in	ADP
crl-16824	49	94	that	that	PRON
crl-16824	49	95	had	have	VERB
crl-16824	49	96	a	a	DET
crl-16824	49	97	library	library	NOUN
crl-16824	49	98	instruction	instruction	NOUN
crl-16824	49	99	session	session	NOUN
crl-16824	49	100	;	;	PUNCT
crl-16824	49	101	and	and	CCONJ
crl-16824	49	102	students	student	NOUN
crl-16824	49	103	’	'	PUNCT
crl-16824	49	104	four	four	NUM
crl-16824	49	105	-	-	PUNCT
crl-16824	49	106	year	year	NOUN
crl-16824	49	107	cumulative	cumulative	ADJ
crl-16824	49	108	gpas	gpa	NOUN
crl-16824	49	109	.	.	PUNCT
crl-16824	50	1	it	it	PRON
crl-16824	50	2	is	be	AUX
crl-16824	50	3	important	important	ADJ
crl-16824	50	4	to	to	PART
crl-16824	50	5	note	note	VERB
crl-16824	50	6	that	that	SCONJ
crl-16824	50	7	these	these	DET
crl-16824	50	8	data	datum	NOUN
crl-16824	50	9	indicate	indicate	VERB
crl-16824	50	10	whether	whether	SCONJ
crl-16824	50	11	students	student	NOUN
crl-16824	50	12	were	be	AUX
crl-16824	50	13	enrolled	enrol	VERB
crl-16824	50	14	in	in	ADP
crl-16824	50	15	a	a	DET
crl-16824	50	16	course	course	NOUN
crl-16824	50	17	that	that	PRON
crl-16824	50	18	had	have	VERB
crl-16824	50	19	a	a	DET
crl-16824	50	20	library	library	NOUN
crl-16824	50	21	instruction	instruction	NOUN
crl-16824	50	22	session	session	NOUN
crl-16824	50	23	,	,	PUNCT
crl-16824	50	24	not	not	PART
crl-16824	50	25	whether	whether	SCONJ
crl-16824	50	26	each	each	DET
crl-16824	50	27	student	student	NOUN
crl-16824	50	28	actually	actually	ADV
crl-16824	50	29	attended	attend	VERB
crl-16824	50	30	the	the	DET
crl-16824	50	31	library	library	NOUN
crl-16824	50	32	instruction	instruction	NOUN
crl-16824	50	33	session	session	NOUN
crl-16824	50	34	.	.	PUNCT
crl-16824	51	1	since	since	SCONJ
crl-16824	51	2	the	the	DET
crl-16824	51	3	research	research	NOUN
crl-16824	51	4	targeted	target	VERB
crl-16824	51	5	courses	course	NOUN
crl-16824	51	6	and	and	CCONJ
crl-16824	51	7	instruction	instruction	NOUN
crl-16824	51	8	sessions	session	NOUN
crl-16824	51	9	that	that	PRON
crl-16824	51	10	had	have	AUX
crl-16824	51	11	already	already	ADV
crl-16824	51	12	occurred	occur	VERB
crl-16824	51	13	,	,	PUNCT
crl-16824	51	14	it	it	PRON
crl-16824	51	15	was	be	AUX
crl-16824	51	16	not	not	PART
crl-16824	51	17	logistically	logistically	ADV
crl-16824	51	18	possible	possible	ADJ
crl-16824	51	19	to	to	PART
crl-16824	51	20	measure	measure	VERB
crl-16824	51	21	actual	actual	ADJ
crl-16824	51	22	student	student	NOUN
crl-16824	51	23	attendance	attendance	NOUN
crl-16824	51	24	.	.	PUNCT
crl-16824	52	1	experience	experience	NOUN
crl-16824	52	2	at	at	ADP
crl-16824	52	3	saint	saint	PROPN
crl-16824	52	4	mary	mary	PROPN
crl-16824	52	5	’s	’s	PART
crl-16824	52	6	college	college	NOUN
crl-16824	52	7	indicates	indicate	VERB
crl-16824	52	8	that	that	SCONJ
crl-16824	52	9	the	the	DET
crl-16824	52	10	attendance	attendance	NOUN
crl-16824	52	11	rate	rate	NOUN
crl-16824	52	12	for	for	ADP
crl-16824	52	13	course	course	NOUN
crl-16824	52	14	-	-	PUNCT
crl-16824	52	15	related	relate	VERB
crl-16824	52	16	instruction	instruction	NOUN
crl-16824	52	17	sessions	session	NOUN
crl-16824	52	18	is	be	AUX
crl-16824	52	19	sufficiently	sufficiently	ADV
crl-16824	52	20	high	high	ADJ
crl-16824	52	21	(	(	PUNCT
crl-16824	52	22	generally	generally	ADV
crl-16824	52	23	no	no	DET
crl-16824	52	24	more	more	ADJ
crl-16824	52	25	than	than	ADP
crl-16824	52	26	2	2	NUM
crl-16824	52	27	-	-	SYM
crl-16824	52	28	3	3	NUM
crl-16824	52	29	absent	absent	ADJ
crl-16824	52	30	students	student	NOUN
crl-16824	52	31	out	out	ADP
crl-16824	52	32	of	of	ADP
crl-16824	52	33	a	a	DET
crl-16824	52	34	class	class	NOUN
crl-16824	52	35	enrollment	enrollment	NOUN
crl-16824	52	36	of	of	ADP
crl-16824	52	37	20	20	NUM
crl-16824	52	38	-	-	SYM
crl-16824	52	39	30	30	NUM
crl-16824	52	40	)	)	PUNCT
crl-16824	52	41	that	that	SCONJ
crl-16824	52	42	it	it	PRON
crl-16824	52	43	should	should	AUX
crl-16824	52	44	not	not	PART
crl-16824	52	45	materially	materially	ADV
crl-16824	52	46	affect	affect	VERB
crl-16824	52	47	the	the	DET
crl-16824	52	48	statistical	statistical	ADJ
crl-16824	52	49	analysis	analysis	NOUN
crl-16824	52	50	.	.	PUNCT
crl-16824	53	1	the	the	DET
crl-16824	53	2	authors	author	NOUN
crl-16824	53	3	’	’	PART
crl-16824	53	4	decision	decision	NOUN
crl-16824	53	5	to	to	PART
crl-16824	53	6	simplify	simplify	VERB
crl-16824	53	7	the	the	DET
crl-16824	53	8	analysis	analysis	NOUN
crl-16824	53	9	matches	match	NOUN
crl-16824	53	10	both	both	DET
crl-16824	53	11	bowlesterry	bowlesterry	VERB
crl-16824	53	12	’s	’s	PART
crl-16824	53	13	and	and	CCONJ
crl-16824	53	14	soria	soria	PROPN
crl-16824	53	15	et	et	PROPN
crl-16824	53	16	al	al	PROPN
crl-16824	53	17	.	.	PROPN
crl-16824	53	18	’s	’s	PART
crl-16824	53	19	methodologies	methodology	NOUN
crl-16824	53	20	,	,	PUNCT
crl-16824	53	21	in	in	ADP
crl-16824	53	22	which	which	PRON
crl-16824	53	23	both	both	DET
crl-16824	53	24	sets	set	NOUN
crl-16824	53	25	of	of	ADP
crl-16824	53	26	researchers	researcher	NOUN
crl-16824	53	27	assumed	assume	VERB
crl-16824	53	28	that	that	SCONJ
crl-16824	53	29	students	student	NOUN
crl-16824	53	30	enrolled	enrol	VERB
crl-16824	53	31	in	in	ADP
crl-16824	53	32	courses	course	NOUN
crl-16824	53	33	with	with	ADP
crl-16824	53	34	library	library	ADJ
crl-16824	53	35	instruction	instruction	NOUN
crl-16824	53	36	attended	attend	VERB
crl-16824	53	37	that	that	SCONJ
crl-16824	53	38	instruction.21	instruction.21	NOUN
crl-16824	53	39	before	before	ADP
crl-16824	53	40	looking	look	VERB
crl-16824	53	41	for	for	ADP
crl-16824	53	42	a	a	DET
crl-16824	53	43	correlation	correlation	NOUN
crl-16824	53	44	between	between	ADP
crl-16824	53	45	enrollment	enrollment	NOUN
crl-16824	53	46	in	in	ADP
crl-16824	53	47	courses	course	NOUN
crl-16824	53	48	with	with	ADP
crl-16824	53	49	library	library	ADJ
crl-16824	53	50	instruction	instruction	NOUN
crl-16824	53	51	and	and	CCONJ
crl-16824	53	52	students	student	NOUN
crl-16824	53	53	’	'	PUNCT
crl-16824	53	54	gpas	gpas	PROPN
crl-16824	53	55	,	,	PUNCT
crl-16824	53	56	the	the	DET
crl-16824	53	57	authors	author	NOUN
crl-16824	53	58	controlled	control	VERB
crl-16824	53	59	for	for	ADP
crl-16824	53	60	differences	difference	NOUN
crl-16824	53	61	in	in	ADP
crl-16824	53	62	departmental	departmental	ADJ
crl-16824	53	63	grading	grading	NOUN
crl-16824	53	64	by	by	ADP
crl-16824	53	65	normalizing	normalize	VERB
crl-16824	53	66	gpas	gpa	NOUN
crl-16824	53	67	by	by	ADP
crl-16824	53	68	majors	major	NOUN
crl-16824	53	69	.	.	PUNCT
crl-16824	54	1	this	this	PRON
crl-16824	54	2	was	be	AUX
crl-16824	54	3	accomplished	accomplish	VERB
crl-16824	54	4	by	by	ADP
crl-16824	54	5	calculating	calculate	VERB
crl-16824	54	6	a	a	DET
crl-16824	54	7	mean	mean	NOUN
crl-16824	54	8	gpa	gpa	PROPN
crl-16824	54	9	for	for	ADP
crl-16824	54	10	each	each	DET
crl-16824	54	11	major	major	ADJ
crl-16824	54	12	,	,	PUNCT
crl-16824	54	13	and	and	CCONJ
crl-16824	54	14	dividing	divide	VERB
crl-16824	54	15	each	each	DET
crl-16824	54	16	major	major	NOUN
crl-16824	54	17	’s	’s	PART
crl-16824	54	18	mean	mean	ADJ
crl-16824	54	19	gpa	gpa	PROPN
crl-16824	54	20	into	into	ADP
crl-16824	54	21	the	the	DET
crl-16824	54	22	highest	high	ADJ
crl-16824	54	23	departmental	departmental	ADJ
crl-16824	54	24	mean	mean	NOUN
crl-16824	54	25	gpa	gpa	PROPN
crl-16824	54	26	,	,	PUNCT
crl-16824	54	27	resulting	result	VERB
crl-16824	54	28	in	in	ADP
crl-16824	54	29	a	a	DET
crl-16824	54	30	normalizing	normalizing	ADJ
crl-16824	54	31	factor	factor	NOUN
crl-16824	54	32	ratio	ratio	NOUN
crl-16824	54	33	greater	great	ADJ
crl-16824	54	34	or	or	CCONJ
crl-16824	54	35	equal	equal	ADJ
crl-16824	54	36	to	to	ADP
crl-16824	54	37	1	1	NUM
crl-16824	54	38	for	for	ADP
crl-16824	54	39	each	each	DET
crl-16824	54	40	major	major	NOUN
crl-16824	54	41	.	.	PUNCT
crl-16824	55	1	each	each	DET
crl-16824	55	2	student	student	NOUN
crl-16824	55	3	’s	’s	PART
crl-16824	55	4	gpa	gpa	PROPN
crl-16824	55	5	was	be	AUX
crl-16824	55	6	then	then	ADV
crl-16824	55	7	multiplied	multiply	VERB
crl-16824	55	8	by	by	ADP
crl-16824	55	9	the	the	DET
crl-16824	55	10	normalizing	normalizing	ADJ
crl-16824	55	11	factor	factor	NOUN
crl-16824	55	12	for	for	ADP
crl-16824	55	13	their	their	PRON
crl-16824	55	14	major	major	NOUN
crl-16824	55	15	.	.	PUNCT
crl-16824	56	1	for	for	ADP
crl-16824	56	2	example	example	NOUN
crl-16824	56	3	,	,	PUNCT
crl-16824	56	4	when	when	SCONJ
crl-16824	56	5	the	the	DET
crl-16824	56	6	mean	mean	ADJ
crl-16824	56	7	gpa	gpa	PROPN
crl-16824	56	8	for	for	ADP
crl-16824	56	9	major3	major3	PROPN
crl-16824	56	10	was	be	AUX
crl-16824	56	11	divided	divide	VERB
crl-16824	56	12	into	into	ADP
crl-16824	56	13	the	the	DET
crl-16824	56	14	maximum	maximum	ADJ
crl-16824	56	15	mean	mean	NOUN
crl-16824	56	16	gpa	gpa	PROPN
crl-16824	56	17	,	,	PUNCT
crl-16824	56	18	the	the	DET
crl-16824	56	19	result	result	NOUN
crl-16824	56	20	was	be	AUX
crl-16824	56	21	a	a	DET
crl-16824	56	22	factor	factor	NOUN
crl-16824	56	23	ratio	ratio	NOUN
crl-16824	56	24	of	of	ADP
crl-16824	56	25	1.104	1.104	NUM
crl-16824	56	26	.	.	PUNCT
crl-16824	57	1	each	each	DET
crl-16824	57	2	student	student	NOUN
crl-16824	57	3	in	in	ADP
crl-16824	57	4	major3	major3	PROPN
crl-16824	57	5	had	have	VERB
crl-16824	57	6	her	her	PRON
crl-16824	57	7	gpa	gpa	NOUN
crl-16824	57	8	multiplied	multiply	VERB
crl-16824	57	9	by	by	ADP
crl-16824	57	10	1.104	1.104	NUM
crl-16824	57	11	to	to	PART
crl-16824	57	12	account	account	VERB
crl-16824	57	13	for	for	ADP
crl-16824	57	14	the	the	DET
crl-16824	57	15	difference	difference	NOUN
crl-16824	57	16	in	in	ADP
crl-16824	57	17	departmental	departmental	ADJ
crl-16824	57	18	grading	grading	NOUN
crl-16824	57	19	between	between	ADP
crl-16824	57	20	this	this	DET
crl-16824	57	21	major	major	NOUN
crl-16824	57	22	and	and	CCONJ
crl-16824	57	23	the	the	DET
crl-16824	57	24	highest	high	ADJ
crl-16824	57	25	(	(	PUNCT
crl-16824	57	26	or	or	CCONJ
crl-16824	57	27	“	"	PUNCT
crl-16824	57	28	easiest	easy	ADJ
crl-16824	57	29	”	"	PUNCT
crl-16824	57	30	)	)	PUNCT
crl-16824	57	31	major	major	NOUN
crl-16824	57	32	.	.	PUNCT
crl-16824	58	1	this	this	PRON
crl-16824	58	2	resulted	result	VERB
crl-16824	58	3	in	in	ADP
crl-16824	58	4	a	a	DET
crl-16824	58	5	list	list	NOUN
crl-16824	58	6	of	of	ADP
crl-16824	58	7	students	student	NOUN
crl-16824	58	8	’	'	PUNCT
crl-16824	58	9	gpas	gpa	NOUN
crl-16824	58	10	that	that	PRON
crl-16824	58	11	were	be	AUX
crl-16824	58	12	effectively	effectively	ADV
crl-16824	58	13	“	"	PUNCT
crl-16824	58	14	curved	curve	VERB
crl-16824	58	15	”	"	PUNCT
crl-16824	58	16	for	for	ADP
crl-16824	58	17	the	the	DET
crl-16824	58	18	differences	difference	NOUN
crl-16824	58	19	in	in	ADP
crl-16824	58	20	departmental	departmental	ADJ
crl-16824	58	21	grading	grading	NOUN
crl-16824	58	22	across	across	ADP
crl-16824	58	23	the	the	DET
crl-16824	58	24	institution	institution	NOUN
crl-16824	58	25	.	.	PUNCT
crl-16824	59	1	normalizing	normalize	VERB
crl-16824	59	2	the	the	DET
crl-16824	59	3	students	student	NOUN
crl-16824	59	4	’	'	PUNCT
crl-16824	59	5	gpas	gpa	NOUN
crl-16824	59	6	enabled	enable	VERB
crl-16824	59	7	comparisons	comparison	NOUN
crl-16824	59	8	among	among	ADP
crl-16824	59	9	students	student	NOUN
crl-16824	59	10	across	across	ADP
crl-16824	59	11	all	all	DET
crl-16824	59	12	departments	department	NOUN
crl-16824	59	13	at	at	ADP
crl-16824	59	14	the	the	DET
crl-16824	59	15	college	college	NOUN
crl-16824	59	16	on	on	ADP
crl-16824	59	17	a	a	DET
crl-16824	59	18	level	level	ADJ
crl-16824	59	19	playing	playing	NOUN
crl-16824	59	20	field	field	NOUN
crl-16824	59	21	;	;	PUNCT
crl-16824	59	22	a	a	DET
crl-16824	59	23	student	student	NOUN
crl-16824	59	24	’s	’s	PART
crl-16824	59	25	normalized	normalize	VERB
crl-16824	59	26	gpa	gpa	PROPN
crl-16824	59	27	could	could	AUX
crl-16824	59	28	be	be	AUX
crl-16824	59	29	compared	compare	VERB
crl-16824	59	30	with	with	ADP
crl-16824	59	31	other	other	ADJ
crl-16824	59	32	students	student	NOUN
crl-16824	59	33	’	'	PUNCT
crl-16824	59	34	normalized	normalize	VERB
crl-16824	59	35	gpas	gpa	NOUN
crl-16824	59	36	without	without	ADP
crl-16824	59	37	the	the	DET
crl-16824	59	38	grading	grade	VERB
crl-16824	59	39	practices	practice	NOUN
crl-16824	59	40	of	of	ADP
crl-16824	59	41	their	their	PRON
crl-16824	59	42	disciplines	discipline	NOUN
crl-16824	59	43	affecting	affect	VERB
crl-16824	59	44	the	the	DET
crl-16824	59	45	comparison	comparison	NOUN
crl-16824	59	46	.	.	PUNCT
crl-16824	60	1	the	the	DET
crl-16824	60	2	null	null	ADJ
crl-16824	60	3	hypothesis	hypothesis	NOUN
crl-16824	60	4	was	be	AUX
crl-16824	60	5	that	that	SCONJ
crl-16824	60	6	the	the	DET
crl-16824	60	7	normalized	normalize	VERB
crl-16824	60	8	gpas	gpa	NOUN
crl-16824	60	9	of	of	ADP
crl-16824	60	10	students	student	NOUN
crl-16824	60	11	who	who	PRON
crl-16824	60	12	took	take	VERB
crl-16824	60	13	no	no	DET
crl-16824	60	14	classes	class	NOUN
crl-16824	60	15	with	with	ADP
crl-16824	60	16	library	library	ADJ
crl-16824	60	17	instruction	instruction	NOUN
crl-16824	60	18	were	be	AUX
crl-16824	60	19	equal	equal	ADJ
crl-16824	60	20	to	to	ADP
crl-16824	60	21	the	the	DET
crl-16824	60	22	gpas	gpa	NOUN
crl-16824	60	23	of	of	ADP
crl-16824	60	24	students	student	NOUN
crl-16824	60	25	who	who	PRON
crl-16824	60	26	enrolled	enrol	VERB
crl-16824	60	27	in	in	ADP
crl-16824	60	28	at	at	ADV
crl-16824	60	29	least	least	ADV
crl-16824	60	30	one	one	NUM
crl-16824	60	31	class	class	NOUN
crl-16824	60	32	with	with	ADP
crl-16824	60	33	a	a	DET
crl-16824	60	34	library	library	NOUN
crl-16824	60	35	instruction	instruction	NOUN
crl-16824	60	36	session	session	NOUN
crl-16824	60	37	.	.	PUNCT
crl-16824	61	1	to	to	PART
crl-16824	61	2	test	test	VERB
crl-16824	61	3	the	the	DET
crl-16824	61	4	null	null	ADJ
crl-16824	61	5	hypothesis	hypothesis	NOUN
crl-16824	61	6	,	,	PUNCT
crl-16824	61	7	the	the	DET
crl-16824	61	8	authors	author	NOUN
crl-16824	61	9	performed	perform	VERB
crl-16824	61	10	a	a	DET
crl-16824	61	11	two	two	NUM
crl-16824	61	12	-	-	PUNCT
crl-16824	61	13	tailed	tail	VERB
crl-16824	61	14	t	t	NOUN
crl-16824	61	15	-	-	PUNCT
crl-16824	61	16	test	test	NOUN
crl-16824	61	17	on	on	ADP
crl-16824	61	18	normalized	normalize	VERB
crl-16824	61	19	gpas	gpa	NOUN
crl-16824	61	20	for	for	ADP
crl-16824	61	21	students	student	NOUN
crl-16824	61	22	who	who	PRON
crl-16824	61	23	had	have	VERB
crl-16824	61	24	no	no	DET
crl-16824	61	25	library	library	NOUN
crl-16824	61	26	instruction	instruction	NOUN
crl-16824	61	27	(	(	PUNCT
crl-16824	61	28	n=115	n=115	PROPN
crl-16824	61	29	,	,	PUNCT
crl-16824	61	30	8.3	8.3	NUM
crl-16824	61	31	%	%	NOUN
crl-16824	61	32	)	)	PUNCT
crl-16824	61	33	versus	versus	ADP
crl-16824	61	34	students	student	NOUN
crl-16824	61	35	who	who	PRON
crl-16824	61	36	took	take	VERB
crl-16824	61	37	at	at	ADV
crl-16824	61	38	least	least	ADV
crl-16824	61	39	one	one	NUM
crl-16824	61	40	course	course	NOUN
crl-16824	61	41	with	with	ADP
crl-16824	61	42	library	library	ADJ
crl-16824	61	43	instruction	instruction	NOUN
crl-16824	61	44	session	session	NOUN
crl-16824	61	45	(	(	PUNCT
crl-16824	61	46	n=1,265	n=1,265	NOUN
crl-16824	61	47	,	,	PUNCT
crl-16824	61	48	91.7	91.7	NUM
crl-16824	61	49	%	%	NOUN
crl-16824	61	50	)	)	PUNCT
crl-16824	61	51	.	.	PUNCT
crl-16824	62	1	the	the	DET
crl-16824	62	2	two	two	NUM
crl-16824	62	3	-	-	PUNCT
crl-16824	62	4	tailed	tail	VERB
crl-16824	62	5	t	t	NOUN
crl-16824	62	6	-	-	PUNCT
crl-16824	62	7	test	test	NOUN
crl-16824	62	8	is	be	AUX
crl-16824	62	9	a	a	DET
crl-16824	62	10	statistical	statistical	ADJ
crl-16824	62	11	measure	measure	NOUN
crl-16824	62	12	that	that	PRON
crl-16824	62	13	tests	test	VERB
crl-16824	62	14	whether	whether	SCONJ
crl-16824	62	15	the	the	DET
crl-16824	62	16	means	mean	NOUN
crl-16824	62	17	of	of	ADP
crl-16824	62	18	two	two	NUM
crl-16824	62	19	populations	population	NOUN
crl-16824	62	20	are	be	AUX
crl-16824	62	21	equal	equal	ADJ
crl-16824	62	22	,	,	PUNCT
crl-16824	62	23	or	or	CCONJ
crl-16824	62	24	whether	whether	SCONJ
crl-16824	62	25	the	the	DET
crl-16824	62	26	mean	mean	NOUN
crl-16824	62	27	of	of	ADP
crl-16824	62	28	one	one	NUM
crl-16824	62	29	population	population	NOUN
crl-16824	62	30	is	be	AUX
crl-16824	62	31	greater	great	ADJ
crl-16824	62	32	or	or	CCONJ
crl-16824	62	33	lesser	less	ADJ
crl-16824	62	34	than	than	ADP
crl-16824	62	35	that	that	PRON
crl-16824	62	36	of	of	ADP
crl-16824	62	37	the	the	DET
crl-16824	62	38	other	other	ADJ
crl-16824	62	39	,	,	PUNCT
crl-16824	62	40	and	and	CCONJ
crl-16824	62	41	also	also	ADV
crl-16824	62	42	whether	whether	SCONJ
crl-16824	62	43	that	that	DET
crl-16824	62	44	difference	difference	NOUN
crl-16824	62	45	is	be	AUX
crl-16824	62	46	too	too	ADV
crl-16824	62	47	great	great	ADJ
crl-16824	62	48	to	to	PART
crl-16824	62	49	be	be	AUX
crl-16824	62	50	attributed	attribute	VERB
crl-16824	62	51	to	to	ADP
crl-16824	62	52	random	random	ADJ
crl-16824	62	53	chance	chance	NOUN
crl-16824	62	54	and	and	CCONJ
crl-16824	62	55	variation	variation	NOUN
crl-16824	62	56	in	in	ADP
crl-16824	62	57	the	the	DET
crl-16824	62	58	data	datum	NOUN
crl-16824	62	59	(	(	PUNCT
crl-16824	62	60	i.e.	i.e.	X
crl-16824	62	61	,	,	PUNCT
crl-16824	62	62	statistically	statistically	ADV
crl-16824	62	63	significant	significant	ADJ
crl-16824	62	64	)	)	PUNCT
crl-16824	62	65	.	.	PUNCT
crl-16824	63	1	when	when	SCONJ
crl-16824	63	2	applied	apply	VERB
crl-16824	63	3	to	to	ADP
crl-16824	63	4	the	the	DET
crl-16824	63	5	data	datum	NOUN
crl-16824	63	6	,	,	PUNCT
crl-16824	63	7	the	the	DET
crl-16824	63	8	two	two	NUM
crl-16824	63	9	-	-	PUNCT
crl-16824	63	10	tailed	tail	VERB
crl-16824	63	11	t	t	NOUN
crl-16824	63	12	-	-	PUNCT
crl-16824	63	13	test	test	NOUN
crl-16824	63	14	measured	measure	VERB
crl-16824	63	15	whether	whether	SCONJ
crl-16824	63	16	the	the	DET
crl-16824	63	17	normalized	normalize	VERB
crl-16824	63	18	gpas	gpa	NOUN
crl-16824	63	19	of	of	ADP
crl-16824	63	20	students	student	NOUN
crl-16824	63	21	who	who	PRON
crl-16824	63	22	took	take	VERB
crl-16824	63	23	classes	class	NOUN
crl-16824	63	24	with	with	ADP
crl-16824	63	25	library	library	ADJ
crl-16824	63	26	instruction	instruction	NOUN
crl-16824	63	27	were	be	AUX
crl-16824	63	28	greater	great	ADJ
crl-16824	63	29	,	,	PUNCT
crl-16824	63	30	lesser	less	ADJ
crl-16824	63	31	,	,	PUNCT
crl-16824	63	32	or	or	CCONJ
crl-16824	63	33	equal	equal	ADJ
crl-16824	63	34	to	to	ADP
crl-16824	63	35	the	the	DET
crl-16824	63	36	normalized	normalize	VERB
crl-16824	63	37	gpas	gpa	NOUN
crl-16824	63	38	of	of	ADP
crl-16824	63	39	students	student	NOUN
crl-16824	63	40	who	who	PRON
crl-16824	63	41	did	do	AUX
crl-16824	63	42	not	not	PART
crl-16824	63	43	take	take	VERB
crl-16824	63	44	classes	class	NOUN
crl-16824	63	45	with	with	ADP
crl-16824	63	46	library	library	ADJ
crl-16824	63	47	instruction	instruction	NOUN
crl-16824	63	48	.	.	PUNCT
crl-16824	64	1	prior	prior	ADV
crl-16824	64	2	to	to	ADP
crl-16824	64	3	comparing	compare	VERB
crl-16824	64	4	the	the	DET
crl-16824	64	5	means	mean	NOUN
crl-16824	64	6	with	with	ADP
crl-16824	64	7	the	the	DET
crl-16824	64	8	t	t	NOUN
crl-16824	64	9	-	-	PUNCT
crl-16824	64	10	test	test	NOUN
crl-16824	64	11	,	,	PUNCT
crl-16824	64	12	the	the	DET
crl-16824	64	13	authors	author	NOUN
crl-16824	64	14	first	first	ADV
crl-16824	64	15	determined	determine	VERB
crl-16824	64	16	with	with	ADP
crl-16824	64	17	an	an	DET
crl-16824	64	18	f	f	NOUN
crl-16824	64	19	-	-	PUNCT
crl-16824	64	20	test	test	NOUN
crl-16824	64	21	that	that	PRON
crl-16824	64	22	the	the	DET
crl-16824	64	23	two	two	NUM
crl-16824	64	24	populations	population	NOUN
crl-16824	64	25	had	have	VERB
crl-16824	64	26	equal	equal	ADJ
crl-16824	64	27	variances	variance	NOUN
crl-16824	64	28	.	.	PUNCT
crl-16824	65	1	the	the	DET
crl-16824	65	2	results	result	NOUN
crl-16824	65	3	from	from	ADP
crl-16824	65	4	the	the	DET
crl-16824	65	5	f	f	NOUN
crl-16824	65	6	-	-	PUNCT
crl-16824	65	7	test	test	NOUN
crl-16824	65	8	indicated	indicate	VERB
crl-16824	65	9	which	which	DET
crl-16824	65	10	t	t	NOUN
crl-16824	65	11	-	-	PUNCT
crl-16824	65	12	test	test	NOUN
crl-16824	65	13	to	to	PART
crl-16824	65	14	perform	perform	VERB
crl-16824	65	15	.	.	PUNCT
crl-16824	66	1	because	because	SCONJ
crl-16824	66	2	the	the	DET
crl-16824	66	3	two	two	NUM
crl-16824	66	4	populations	population	NOUN
crl-16824	66	5	had	have	VERB
crl-16824	66	6	equal	equal	ADJ
crl-16824	66	7	variances	variance	NOUN
crl-16824	66	8	,	,	PUNCT
crl-16824	66	9	the	the	DET
crl-16824	66	10	two	two	NUM
crl-16824	66	11	-	-	PUNCT
crl-16824	66	12	tailed	tail	VERB
crl-16824	66	13	t	t	NOUN
crl-16824	66	14	-	-	PUNCT
crl-16824	66	15	test	test	NOUN
crl-16824	66	16	was	be	AUX
crl-16824	66	17	the	the	DET
crl-16824	66	18	appropriate	appropriate	ADJ
crl-16824	66	19	choice	choice	NOUN
crl-16824	66	20	.	.	PUNCT
crl-16824	67	1	742	742	NUM
crl-16824	67	2	college	college	PROPN
crl-16824	67	3	&	&	CCONJ
crl-16824	67	4	research	research	PROPN
crl-16824	67	5	libraries	library	NOUN
crl-16824	67	6	september	september	PROPN
crl-16824	67	7	2018	2018	NUM
crl-16824	67	8	results	result	VERB
crl-16824	67	9	the	the	DET
crl-16824	67	10	first	first	ADJ
crl-16824	67	11	thing	thing	NOUN
crl-16824	67	12	the	the	DET
crl-16824	67	13	research	research	NOUN
crl-16824	67	14	demonstrated	demonstrate	VERB
crl-16824	67	15	was	be	AUX
crl-16824	67	16	the	the	DET
crl-16824	67	17	extent	extent	NOUN
crl-16824	67	18	of	of	ADP
crl-16824	67	19	the	the	DET
crl-16824	67	20	instruction	instruction	NOUN
crl-16824	67	21	program	program	NOUN
crl-16824	67	22	’s	’s	PART
crl-16824	67	23	reach	reach	NOUN
crl-16824	67	24	within	within	ADP
crl-16824	67	25	the	the	DET
crl-16824	67	26	institution	institution	NOUN
crl-16824	67	27	,	,	PUNCT
crl-16824	67	28	information	information	NOUN
crl-16824	67	29	that	that	PRON
crl-16824	67	30	was	be	AUX
crl-16824	67	31	inaccessible	inaccessible	ADJ
crl-16824	67	32	prior	prior	ADV
crl-16824	67	33	to	to	ADP
crl-16824	67	34	the	the	DET
crl-16824	67	35	data	datum	NOUN
crl-16824	67	36	collection	collection	NOUN
crl-16824	67	37	.	.	PUNCT
crl-16824	68	1	table	table	NOUN
crl-16824	68	2	1	1	NUM
crl-16824	68	3	shows	show	VERB
crl-16824	68	4	the	the	DET
crl-16824	68	5	number	number	NOUN
crl-16824	68	6	of	of	ADP
crl-16824	68	7	courses	course	NOUN
crl-16824	68	8	with	with	ADP
crl-16824	68	9	library	library	ADJ
crl-16824	68	10	instruction	instruction	NOUN
crl-16824	68	11	that	that	SCONJ
crl-16824	68	12	students	student	NOUN
crl-16824	68	13	from	from	ADP
crl-16824	68	14	the	the	DET
crl-16824	68	15	graduating	graduate	VERB
crl-16824	68	16	classes	class	NOUN
crl-16824	68	17	of	of	ADP
crl-16824	68	18	2012	2012	NUM
crl-16824	68	19	-	-	SYM
crl-16824	68	20	2015	2015	NUM
crl-16824	68	21	completed	complete	VERB
crl-16824	68	22	.	.	PUNCT
crl-16824	69	1	as	as	SCONJ
crl-16824	69	2	the	the	DET
crl-16824	69	3	table	table	NOUN
crl-16824	69	4	demonstrates	demonstrate	VERB
crl-16824	69	5	,	,	PUNCT
crl-16824	69	6	a	a	DET
crl-16824	69	7	large	large	ADJ
crl-16824	69	8	majority	majority	NOUN
crl-16824	69	9	of	of	ADP
crl-16824	69	10	graduates	graduate	NOUN
crl-16824	69	11	took	take	VERB
crl-16824	69	12	one	one	NUM
crl-16824	69	13	to	to	ADP
crl-16824	69	14	three	three	NUM
crl-16824	69	15	courses	course	NOUN
crl-16824	69	16	with	with	ADP
crl-16824	69	17	library	library	ADJ
crl-16824	69	18	instruction	instruction	NOUN
crl-16824	69	19	,	,	PUNCT
crl-16824	69	20	and	and	CCONJ
crl-16824	69	21	very	very	ADV
crl-16824	69	22	few	few	ADJ
crl-16824	69	23	—	—	PUNCT
crl-16824	69	24	only	only	ADV
crl-16824	69	25	115	115	NUM
crl-16824	69	26	students	student	NOUN
crl-16824	69	27	,	,	PUNCT
crl-16824	69	28	or	or	CCONJ
crl-16824	69	29	8.3%—had	8.3%—had	NUM
crl-16824	69	30	no	no	DET
crl-16824	69	31	contact	contact	NOUN
crl-16824	69	32	with	with	ADP
crl-16824	69	33	library	library	ADJ
crl-16824	69	34	instruction	instruction	NOUN
crl-16824	69	35	.	.	PUNCT
crl-16824	70	1	the	the	DET
crl-16824	70	2	data	datum	NOUN
crl-16824	70	3	also	also	ADV
crl-16824	70	4	demonstrated	demonstrate	VERB
crl-16824	70	5	the	the	DET
crl-16824	70	6	range	range	NOUN
crl-16824	70	7	of	of	ADP
crl-16824	70	8	possible	possible	ADJ
crl-16824	70	9	gpas	gpa	NOUN
crl-16824	70	10	among	among	ADP
crl-16824	70	11	students	student	NOUN
crl-16824	70	12	who	who	PRON
crl-16824	70	13	graduated	graduate	VERB
crl-16824	70	14	from	from	ADP
crl-16824	70	15	the	the	DET
crl-16824	70	16	institution	institution	NOUN
crl-16824	70	17	:	:	PUNCT
crl-16824	70	18	prior	prior	ADV
crl-16824	70	19	to	to	ADP
crl-16824	70	20	the	the	DET
crl-16824	70	21	normalizing	normalizing	ADJ
crl-16824	70	22	process	process	NOUN
crl-16824	70	23	(	(	PUNCT
crl-16824	70	24	which	which	PRON
crl-16824	70	25	raised	raise	VERB
crl-16824	70	26	nearly	nearly	ADV
crl-16824	70	27	all	all	DET
crl-16824	70	28	students	student	NOUN
crl-16824	70	29	’	'	PUNCT
crl-16824	70	30	gpas	gpa	NOUN
crl-16824	70	31	considerably	considerably	ADV
crl-16824	70	32	)	)	PUNCT
crl-16824	70	33	,	,	PUNCT
crl-16824	70	34	gpas	gpa	NOUN
crl-16824	70	35	ranged	range	VERB
crl-16824	70	36	from	from	ADP
crl-16824	70	37	a	a	DET
crl-16824	70	38	high	high	NOUN
crl-16824	70	39	of	of	ADP
crl-16824	70	40	4.0	4.0	NUM
crl-16824	70	41	to	to	ADP
crl-16824	70	42	a	a	DET
crl-16824	70	43	low	low	NOUN
crl-16824	70	44	of	of	ADP
crl-16824	70	45	2.187	2.187	NUM
crl-16824	70	46	.	.	PUNCT
crl-16824	71	1	two	two	NUM
crl-16824	71	2	hundred	hundred	NUM
crl-16824	71	3	twenty	twenty	NUM
crl-16824	71	4	-	-	PUNCT
crl-16824	71	5	five	five	NUM
crl-16824	71	6	students	student	NOUN
crl-16824	71	7	(	(	PUNCT
crl-16824	71	8	16.3	16.3	NUM
crl-16824	71	9	%	%	NOUN
crl-16824	71	10	)	)	PUNCT
crl-16824	71	11	had	have	VERB
crl-16824	71	12	gpas	gpa	NOUN
crl-16824	71	13	of	of	ADP
crl-16824	71	14	less	less	ADJ
crl-16824	71	15	than	than	ADP
crl-16824	71	16	3.0	3.0	NUM
crl-16824	71	17	,	,	PUNCT
crl-16824	71	18	and	and	CCONJ
crl-16824	71	19	503	503	NUM
crl-16824	71	20	students	student	NOUN
crl-16824	71	21	(	(	PUNCT
crl-16824	71	22	36.4	36.4	NUM
crl-16824	71	23	%	%	NOUN
crl-16824	71	24	)	)	PUNCT
crl-16824	71	25	had	have	VERB
crl-16824	71	26	gpas	gpa	NOUN
crl-16824	71	27	of	of	ADP
crl-16824	71	28	greater	great	ADJ
crl-16824	71	29	than	than	ADP
crl-16824	71	30	3.5	3.5	NUM
crl-16824	71	31	.	.	PUNCT
crl-16824	72	1	table	table	NOUN
crl-16824	72	2	1	1	NUM
crl-16824	72	3	range	range	NOUN
crl-16824	72	4	of	of	ADP
crl-16824	72	5	student	student	NOUN
crl-16824	72	6	participation	participation	NOUN
crl-16824	72	7	in	in	ADP
crl-16824	72	8	library	library	ADJ
crl-16824	72	9	instruction	instruction	NOUN
crl-16824	72	10	number	number	NOUN
crl-16824	72	11	of	of	ADP
crl-16824	72	12	courses	course	NOUN
crl-16824	72	13	with	with	ADP
crl-16824	72	14	library	library	ADJ
crl-16824	72	15	instruction	instruction	NOUN
crl-16824	72	16	n	n	CCONJ
crl-16824	72	17	(	(	PUNCT
crl-16824	72	18	number	number	NOUN
crl-16824	72	19	of	of	ADP
crl-16824	72	20	students	student	NOUN
crl-16824	72	21	)	)	PUNCT
crl-16824	72	22	percent	percent	NOUN
crl-16824	72	23	0	0	NUM
crl-16824	72	24	115	115	NUM
crl-16824	72	25	8.3	8.3	NUM
crl-16824	72	26	%	%	NOUN
crl-16824	72	27	1	1	NUM
crl-16824	72	28	321	321	NUM
crl-16824	72	29	23.3	23.3	NUM
crl-16824	72	30	%	%	NOUN
crl-16824	72	31	2	2	NUM
crl-16824	72	32	360	360	NUM
crl-16824	72	33	26.1	26.1	NUM
crl-16824	72	34	%	%	NOUN
crl-16824	72	35	3	3	NUM
crl-16824	72	36	292	292	NUM
crl-16824	72	37	21.2	21.2	NUM
crl-16824	72	38	%	%	NOUN
crl-16824	72	39	4	4	NUM
crl-16824	72	40	159	159	NUM
crl-16824	72	41	11.5	11.5	NUM
crl-16824	72	42	%	%	NOUN
crl-16824	72	43	5	5	NUM
crl-16824	72	44	83	83	NUM
crl-16824	72	45	6.0	6.0	NUM
crl-16824	72	46	%	%	NOUN
crl-16824	72	47	6	6	NUM
crl-16824	72	48	40	40	NUM
crl-16824	72	49	2.9	2.9	NUM
crl-16824	72	50	%	%	NOUN
crl-16824	72	51	7	7	NUM
crl-16824	72	52	3	3	NUM
crl-16824	72	53	0.2	0.2	NUM
crl-16824	72	54	%	%	NOUN
crl-16824	72	55	8	8	NUM
crl-16824	72	56	7	7	NUM
crl-16824	72	57	0.5	0.5	NUM
crl-16824	72	58	%	%	NOUN
crl-16824	72	59	total	total	NOUN
crl-16824	72	60	:	:	PUNCT
crl-16824	72	61	1,380	1,380	NUM
crl-16824	72	62	100	100	NUM
crl-16824	72	63	%	%	NOUN
crl-16824	72	64	table	table	NOUN
crl-16824	72	65	2	2	NUM
crl-16824	72	66	average	average	NOUN
crl-16824	72	67	normalized	normalize	VERB
crl-16824	72	68	gpas	gpa	NOUN
crl-16824	72	69	by	by	ADP
crl-16824	72	70	number	number	NOUN
crl-16824	72	71	of	of	ADP
crl-16824	72	72	library	library	ADJ
crl-16824	72	73	instruction	instruction	NOUN
crl-16824	72	74	sessions	session	NOUN
crl-16824	72	75	number	number	NOUN
crl-16824	72	76	of	of	ADP
crl-16824	72	77	library	library	ADJ
crl-16824	72	78	instruction	instruction	NOUN
crl-16824	72	79	sessions	session	NOUN
crl-16824	72	80	average	average	ADJ
crl-16824	72	81	of	of	ADP
crl-16824	72	82	normalized	normalize	VERB
crl-16824	72	83	gpas	gpas	PROPN
crl-16824	72	84	standard	standard	ADJ
crl-16824	72	85	deviation	deviation	NOUN
crl-16824	72	86	n	n	ADP
crl-16824	72	87	0	0	NUM
crl-16824	72	88	3.62	3.62	NUM
crl-16824	72	89	0.347	0.347	NUM
crl-16824	72	90	115	115	NUM
crl-16824	72	91	1	1	NUM
crl-16824	72	92	3.73	3.73	NUM
crl-16824	72	93	0.330	0.330	NUM
crl-16824	72	94	321	321	NUM
crl-16824	72	95	2	2	NUM
crl-16824	72	96	3.68	3.68	NUM
crl-16824	72	97	0.324	0.324	NUM
crl-16824	72	98	360	360	NUM
crl-16824	72	99	3	3	NUM
crl-16824	72	100	3.69	3.69	NUM
crl-16824	72	101	0.339	0.339	NUM
crl-16824	72	102	292	292	NUM
crl-16824	72	103	4	4	NUM
crl-16824	72	104	3.68	3.68	NUM
crl-16824	72	105	0.347	0.347	NUM
crl-16824	72	106	159	159	NUM
crl-16824	72	107	5	5	NUM
crl-16824	72	108	3.66	3.66	NUM
crl-16824	72	109	0.359	0.359	NUM
crl-16824	72	110	83	83	NUM
crl-16824	72	111	6	6	NUM
crl-16824	72	112	3.69	3.69	NUM
crl-16824	72	113	0.276	0.276	NUM
crl-16824	72	114	40	40	NUM
crl-16824	72	115	7	7	NUM
crl-16824	72	116	3.76	3.76	NUM
crl-16824	72	117	0.295	0.295	NUM
crl-16824	72	118	3	3	NUM
crl-16824	72	119	8	8	NUM
crl-16824	72	120	3.78	3.78	NUM
crl-16824	72	121	0.308	0.308	NUM
crl-16824	72	122	7	7	NUM
crl-16824	72	123	1–8	1–8	NUM
crl-16824	72	124	3.70	3.70	NUM
crl-16824	72	125	0.333	0.333	NUM
crl-16824	72	126	1,265	1,265	NUM
crl-16824	72	127	the	the	DET
crl-16824	72	128	academic	academic	ADJ
crl-16824	72	129	library	library	NOUN
crl-16824	72	130	’s	’s	PART
crl-16824	72	131	contribution	contribution	NOUN
crl-16824	72	132	to	to	ADP
crl-16824	72	133	student	student	NOUN
crl-16824	72	134	success	success	NOUN
crl-16824	72	135	743	743	NUM
crl-16824	72	136	students	student	NOUN
crl-16824	72	137	who	who	PRON
crl-16824	72	138	did	do	AUX
crl-16824	72	139	not	not	PART
crl-16824	72	140	take	take	VERB
crl-16824	72	141	any	any	DET
crl-16824	72	142	classes	class	NOUN
crl-16824	72	143	with	with	ADP
crl-16824	72	144	library	library	ADJ
crl-16824	72	145	instruction	instruction	NOUN
crl-16824	72	146	had	have	VERB
crl-16824	72	147	the	the	DET
crl-16824	72	148	lowest	low	ADJ
crl-16824	72	149	average	average	ADJ
crl-16824	72	150	normalized	normalize	VERB
crl-16824	72	151	gpas	gpa	NOUN
crl-16824	72	152	,	,	PUNCT
crl-16824	72	153	3.62	3.62	NUM
crl-16824	72	154	(	(	PUNCT
crl-16824	72	155	see	see	VERB
crl-16824	72	156	table	table	NOUN
crl-16824	72	157	2	2	NUM
crl-16824	72	158	)	)	PUNCT
crl-16824	72	159	.	.	PUNCT
crl-16824	73	1	this	this	PRON
crl-16824	73	2	compares	compare	VERB
crl-16824	73	3	to	to	ADP
crl-16824	73	4	an	an	DET
crl-16824	73	5	average	average	NOUN
crl-16824	73	6	normalized	normalize	VERB
crl-16824	73	7	gpa	gpa	NOUN
crl-16824	73	8	of	of	ADP
crl-16824	73	9	3.73	3.73	NUM
crl-16824	73	10	for	for	ADP
crl-16824	73	11	students	student	NOUN
crl-16824	73	12	who	who	PRON
crl-16824	73	13	enrolled	enrol	VERB
crl-16824	73	14	in	in	ADP
crl-16824	73	15	one	one	NUM
crl-16824	73	16	course	course	NOUN
crl-16824	73	17	with	with	ADP
crl-16824	73	18	library	library	ADJ
crl-16824	73	19	instruction	instruction	NOUN
crl-16824	73	20	,	,	PUNCT
crl-16824	73	21	and	and	CCONJ
crl-16824	73	22	3.70	3.70	NUM
crl-16824	73	23	for	for	ADP
crl-16824	73	24	all	all	DET
crl-16824	73	25	students	student	NOUN
crl-16824	73	26	who	who	PRON
crl-16824	73	27	took	take	VERB
crl-16824	73	28	one	one	NUM
crl-16824	73	29	or	or	CCONJ
crl-16824	73	30	more	more	ADJ
crl-16824	73	31	courses	course	NOUN
crl-16824	73	32	with	with	ADP
crl-16824	73	33	library	library	ADJ
crl-16824	73	34	instruction	instruction	NOUN
crl-16824	73	35	.	.	PUNCT
crl-16824	74	1	fitting	fit	VERB
crl-16824	74	2	a	a	DET
crl-16824	74	3	smooth	smooth	ADJ
crl-16824	74	4	curve	curve	NOUN
crl-16824	74	5	through	through	ADP
crl-16824	74	6	normalized	normalize	VERB
crl-16824	74	7	average	average	ADJ
crl-16824	74	8	gpas	gpa	NOUN
crl-16824	74	9	for	for	ADP
crl-16824	74	10	students	student	NOUN
crl-16824	74	11	with	with	ADP
crl-16824	74	12	zero	zero	NUM
crl-16824	74	13	to	to	ADP
crl-16824	74	14	four	four	NUM
crl-16824	74	15	courses	course	NOUN
crl-16824	74	16	with	with	ADP
crl-16824	74	17	library	library	ADJ
crl-16824	74	18	instruction	instruction	NOUN
crl-16824	74	19	illustrates	illustrate	VERB
crl-16824	74	20	the	the	DET
crl-16824	74	21	increase	increase	NOUN
crl-16824	74	22	in	in	ADP
crl-16824	74	23	gpa	gpa	PROPN
crl-16824	74	24	for	for	ADP
crl-16824	74	25	students	student	NOUN
crl-16824	74	26	in	in	ADP
crl-16824	74	27	these	these	DET
crl-16824	74	28	most	most	ADV
crl-16824	74	29	highly	highly	ADV
crl-16824	74	30	populated	populated	ADJ
crl-16824	74	31	groups	group	NOUN
crl-16824	74	32	(	(	PUNCT
crl-16824	74	33	see	see	VERB
crl-16824	74	34	figure	figure	NOUN
crl-16824	74	35	1	1	NUM
crl-16824	74	36	)	)	PUNCT
crl-16824	74	37	.	.	PUNCT
crl-16824	75	1	after	after	ADP
crl-16824	75	2	four	four	NUM
crl-16824	75	3	courses	course	NOUN
crl-16824	75	4	with	with	ADP
crl-16824	75	5	library	library	ADJ
crl-16824	75	6	instruction	instruction	NOUN
crl-16824	75	7	,	,	PUNCT
crl-16824	75	8	the	the	DET
crl-16824	75	9	sample	sample	NOUN
crl-16824	75	10	sizes	size	NOUN
crl-16824	75	11	drop	drop	VERB
crl-16824	75	12	dramatically	dramatically	ADV
crl-16824	75	13	;	;	PUNCT
crl-16824	75	14	the	the	DET
crl-16824	75	15	groups	group	NOUN
crl-16824	75	16	with	with	ADP
crl-16824	75	17	seven	seven	NUM
crl-16824	75	18	and	and	CCONJ
crl-16824	75	19	eight	eight	NUM
crl-16824	75	20	courses	course	NOUN
crl-16824	75	21	with	with	ADP
crl-16824	75	22	library	library	ADJ
crl-16824	75	23	instruction	instruction	NOUN
crl-16824	75	24	include	include	VERB
crl-16824	75	25	only	only	ADV
crl-16824	75	26	three	three	NUM
crl-16824	75	27	and	and	CCONJ
crl-16824	75	28	seven	seven	NUM
crl-16824	75	29	students	student	NOUN
crl-16824	75	30	,	,	PUNCT
crl-16824	75	31	respectively	respectively	ADV
crl-16824	75	32	.	.	PUNCT
crl-16824	76	1	the	the	DET
crl-16824	76	2	authors	author	NOUN
crl-16824	76	3	hypothesize	hypothesize	VERB
crl-16824	76	4	that	that	SCONJ
crl-16824	76	5	the	the	DET
crl-16824	76	6	high	high	ADJ
crl-16824	76	7	gpas	gpa	NOUN
crl-16824	76	8	in	in	ADP
crl-16824	76	9	these	these	DET
crl-16824	76	10	two	two	NUM
crl-16824	76	11	groups	group	NOUN
crl-16824	76	12	are	be	AUX
crl-16824	76	13	the	the	DET
crl-16824	76	14	result	result	NOUN
crl-16824	76	15	of	of	ADP
crl-16824	76	16	outlier	outlier	NOUN
crl-16824	76	17	data	datum	NOUN
crl-16824	76	18	points	point	NOUN
crl-16824	76	19	:	:	PUNCT
crl-16824	76	20	students	student	NOUN
crl-16824	76	21	with	with	ADP
crl-16824	76	22	unusually	unusually	ADV
crl-16824	76	23	high	high	ADJ
crl-16824	76	24	gpas	gpa	NOUN
crl-16824	76	25	.	.	PUNCT
crl-16824	77	1	if	if	SCONJ
crl-16824	77	2	those	those	DET
crl-16824	77	3	two	two	NUM
crl-16824	77	4	groups	group	NOUN
crl-16824	77	5	had	have	AUX
crl-16824	77	6	had	have	VERB
crl-16824	77	7	larger	large	ADJ
crl-16824	77	8	sample	sample	NOUN
crl-16824	77	9	sizes	size	NOUN
crl-16824	77	10	,	,	PUNCT
crl-16824	77	11	those	those	DET
crl-16824	77	12	outlier	outlier	ADJ
crl-16824	77	13	data	datum	NOUN
crl-16824	77	14	points	point	NOUN
crl-16824	77	15	might	might	AUX
crl-16824	77	16	not	not	PART
crl-16824	77	17	have	have	AUX
crl-16824	77	18	skewed	skew	VERB
crl-16824	77	19	the	the	DET
crl-16824	77	20	averaged	average	VERB
crl-16824	77	21	normalized	normalize	VERB
crl-16824	77	22	gpas	gpa	NOUN
crl-16824	77	23	so	so	ADV
crl-16824	77	24	strongly	strongly	ADV
crl-16824	77	25	.	.	PUNCT
crl-16824	78	1	further	further	ADJ
crl-16824	78	2	research	research	NOUN
crl-16824	78	3	,	,	PUNCT
crl-16824	78	4	with	with	ADP
crl-16824	78	5	larger	large	ADJ
crl-16824	78	6	sample	sample	NOUN
crl-16824	78	7	sizes	size	NOUN
crl-16824	78	8	,	,	PUNCT
crl-16824	78	9	is	be	AUX
crl-16824	78	10	necessary	necessary	ADJ
crl-16824	78	11	to	to	PART
crl-16824	78	12	confirm	confirm	VERB
crl-16824	78	13	this	this	DET
crl-16824	78	14	hypothesis	hypothesis	NOUN
crl-16824	78	15	.	.	PUNCT
crl-16824	79	1	as	as	SCONJ
crl-16824	79	2	table	table	NOUN
crl-16824	79	3	3	3	NUM
crl-16824	79	4	shows	show	NOUN
crl-16824	79	5	,	,	PUNCT
crl-16824	79	6	the	the	DET
crl-16824	79	7	t	t	NOUN
crl-16824	79	8	-	-	PUNCT
crl-16824	79	9	tests	test	NOUN
crl-16824	79	10	for	for	ADP
crl-16824	79	11	equality	equality	NOUN
crl-16824	79	12	of	of	ADP
crl-16824	79	13	means	mean	NOUN
crl-16824	79	14	reject	reject	VERB
crl-16824	79	15	the	the	DET
crl-16824	79	16	null	null	ADJ
crl-16824	79	17	hypothesis	hypothesis	NOUN
crl-16824	79	18	that	that	PRON
crl-16824	79	19	the	the	DET
crl-16824	79	20	gpas	gpa	NOUN
crl-16824	79	21	of	of	ADP
crl-16824	79	22	students	student	NOUN
crl-16824	79	23	who	who	PRON
crl-16824	79	24	enrolled	enrol	VERB
crl-16824	79	25	in	in	ADP
crl-16824	79	26	no	no	DET
crl-16824	79	27	classes	class	NOUN
crl-16824	79	28	with	with	ADP
crl-16824	79	29	library	library	ADJ
crl-16824	79	30	instruction	instruction	NOUN
crl-16824	79	31	were	be	AUX
crl-16824	79	32	equal	equal	ADJ
crl-16824	79	33	to	to	ADP
crl-16824	79	34	the	the	DET
crl-16824	79	35	gpas	gpa	NOUN
crl-16824	79	36	of	of	ADP
crl-16824	79	37	students	student	NOUN
crl-16824	79	38	who	who	PRON
crl-16824	79	39	enrolled	enrol	VERB
crl-16824	79	40	in	in	ADP
crl-16824	79	41	at	at	ADV
crl-16824	79	42	least	least	ADV
crl-16824	79	43	one	one	NUM
crl-16824	79	44	class	class	NOUN
crl-16824	79	45	with	with	ADP
crl-16824	79	46	library	library	ADJ
crl-16824	79	47	instruction	instruction	NOUN
crl-16824	79	48	.	.	PUNCT
crl-16824	80	1	in	in	ADP
crl-16824	80	2	other	other	ADJ
crl-16824	80	3	words	word	NOUN
crl-16824	80	4	,	,	PUNCT
crl-16824	80	5	the	the	DET
crl-16824	80	6	authors	author	NOUN
crl-16824	80	7	observed	observe	VERB
crl-16824	80	8	a	a	DET
crl-16824	80	9	statistically	statistically	ADV
crl-16824	80	10	significant	significant	ADJ
crl-16824	80	11	increase	increase	NOUN
crl-16824	80	12	in	in	ADP
crl-16824	80	13	the	the	DET
crl-16824	80	14	normalized	normalized	ADJ
crl-16824	80	15	figure	figure	NOUN
crl-16824	80	16	1	1	NUM
crl-16824	80	17	number	number	NOUN
crl-16824	80	18	of	of	ADP
crl-16824	80	19	instruction	instruction	NOUN
crl-16824	80	20	sessions	session	NOUN
crl-16824	80	21	vs.	vs.	ADP
crl-16824	80	22	average	average	ADJ
crl-16824	80	23	normalized	normalize	VERB
crl-16824	80	24	gpa	gpa	PROPN
crl-16824	80	25	table	table	NOUN
crl-16824	80	26	3	3	NUM
crl-16824	80	27	t	t	NOUN
crl-16824	80	28	-	-	PUNCT
crl-16824	80	29	tests	test	NOUN
crl-16824	80	30	for	for	ADP
crl-16824	80	31	equality	equality	NOUN
crl-16824	80	32	of	of	ADP
crl-16824	80	33	means	mean	NOUN
crl-16824	80	34	means	mean	NOUN
crl-16824	80	35	compared	compare	VERB
crl-16824	80	36	t	t	PROPN
crl-16824	80	37	df	df	PROPN
crl-16824	80	38	sig	sig	PROPN
crl-16824	80	39	.	.	PUNCT
crl-16824	81	1	(	(	PUNCT
crl-16824	81	2	2	2	NUM
crl-16824	81	3	-	-	PUNCT
crl-16824	81	4	tailed	tailed	ADJ
crl-16824	81	5	)	)	PUNCT
crl-16824	81	6	mean	mean	VERB
crl-16824	81	7	difference	difference	NOUN
crl-16824	81	8	std	std	NOUN
crl-16824	81	9	.	.	PUNCT
crl-16824	81	10	error	error	NOUN
crl-16824	81	11	difference	difference	NOUN
crl-16824	81	12	95	95	NUM
crl-16824	81	13	%	%	NOUN
crl-16824	81	14	confidence	confidence	NOUN
crl-16824	81	15	interval	interval	NOUN
crl-16824	81	16	of	of	ADP
crl-16824	81	17	the	the	DET
crl-16824	81	18	difference	difference	NOUN
crl-16824	81	19	lower	lower	ADV
crl-16824	81	20	upper	upper	ADJ
crl-16824	81	21	0	0	NUM
crl-16824	82	1	vs	vs	ADP
crl-16824	82	2	1	1	NUM
crl-16824	82	3	–	–	SYM
crl-16824	82	4	2.94	2.94	NUM
crl-16824	82	5	434	434	NUM
crl-16824	82	6	0.00346	0.00346	NUM
crl-16824	82	7	–	–	PUNCT
crl-16824	82	8	0.107	0.107	NUM
crl-16824	82	9	0.0364	0.0364	NUM
crl-16824	82	10	–	–	PUNCT
crl-16824	82	11	0.178	0.178	NUM
crl-16824	82	12	–	–	PUNCT
crl-16824	82	13	0.0355	0.0355	NUM
crl-16824	82	14	0	0	NUM
crl-16824	82	15	vs	vs	ADP
crl-16824	82	16	2	2	NUM
crl-16824	82	17	–	–	SYM
crl-16824	82	18	1.54	1.54	NUM
crl-16824	82	19	473	473	NUM
crl-16824	82	20	0.124	0.124	NUM
crl-16824	82	21	–	–	PUNCT
crl-16824	82	22	0.0544	0.0544	NUM
crl-16824	82	23	0.0353	0.0353	NUM
crl-16824	82	24	–	–	PUNCT
crl-16824	82	25	0.124	0.124	NUM
crl-16824	82	26	0.0150	0.0150	NUM
crl-16824	82	27	0	0	NUM
crl-16824	82	28	vs	vs	ADP
crl-16824	82	29	3	3	NUM
crl-16824	82	30	–	–	SYM
crl-16824	82	31	1.97	1.97	NUM
crl-16824	82	32	405	405	NUM
crl-16824	82	33	0.0494	0.0494	NUM
crl-16824	82	34	–	–	PUNCT
crl-16824	82	35	0.0740	0.0740	NUM
crl-16824	82	36	0.0376	0.0376	NUM
crl-16824	82	37	–	–	PUNCT
crl-16824	82	38	0.148	0.148	NUM
crl-16824	82	39	–	–	PUNCT
crl-16824	82	40	0.000193	0.000193	NUM
crl-16824	82	41	0	0	NUM
crl-16824	82	42	vs	vs	ADP
crl-16824	82	43	4	4	NUM
crl-16824	82	44	–	–	SYM
crl-16824	82	45	1.20	1.20	NUM
crl-16824	82	46	272	272	NUM
crl-16824	82	47	0.232	0.232	NUM
crl-16824	82	48	–	–	PUNCT
crl-16824	82	49	0.0509	0.0509	NUM
crl-16824	82	50	0.0425	0.0425	NUM
crl-16824	82	51	–	–	PUNCT
crl-16824	82	52	0.135	0.135	NUM
crl-16824	82	53	0.0327	0.0327	NUM
crl-16824	82	54	0	0	NUM
crl-16824	83	1	vs	vs	ADP
crl-16824	83	2	1	1	NUM
crl-16824	83	3	or	or	CCONJ
crl-16824	83	4	more	more	ADJ
crl-16824	83	5	–	–	PUNCT
crl-16824	83	6	2.21	2.21	NUM
crl-16824	83	7	1,378	1,378	NUM
crl-16824	83	8	0.0274	0.0274	NUM
crl-16824	83	9	–	–	PUNCT
crl-16824	83	10	0.0719	0.0719	NUM
crl-16824	83	11	0.0325	0.0325	NUM
crl-16824	83	12	–	–	PUNCT
crl-16824	83	13	0.136	0.136	NUM
crl-16824	83	14	–	–	PUNCT
crl-16824	83	15	0.00803	0.00803	NUM
crl-16824	83	16	744	744	NUM
crl-16824	83	17	college	college	NOUN
crl-16824	83	18	&	&	CCONJ
crl-16824	83	19	research	research	PROPN
crl-16824	83	20	libraries	library	NOUN
crl-16824	83	21	september	september	PROPN
crl-16824	83	22	2018	2018	NUM
crl-16824	83	23	gpas	gpa	NOUN
crl-16824	83	24	of	of	ADP
crl-16824	83	25	students	student	NOUN
crl-16824	83	26	who	who	PRON
crl-16824	83	27	were	be	AUX
crl-16824	83	28	enrolled	enrol	VERB
crl-16824	83	29	in	in	ADP
crl-16824	83	30	at	at	ADV
crl-16824	83	31	least	least	ADV
crl-16824	83	32	one	one	NUM
crl-16824	83	33	class	class	NOUN
crl-16824	83	34	with	with	ADP
crl-16824	83	35	a	a	DET
crl-16824	83	36	library	library	NOUN
crl-16824	83	37	instruction	instruction	NOUN
crl-16824	83	38	session	session	NOUN
crl-16824	83	39	.	.	PUNCT
crl-16824	84	1	the	the	DET
crl-16824	84	2	confidence	confidence	NOUN
crl-16824	84	3	intervals	interval	NOUN
crl-16824	84	4	listed	list	VERB
crl-16824	84	5	in	in	ADP
crl-16824	84	6	table	table	NOUN
crl-16824	84	7	3	3	NUM
crl-16824	84	8	indicate	indicate	VERB
crl-16824	84	9	the	the	DET
crl-16824	84	10	precision	precision	NOUN
crl-16824	84	11	of	of	ADP
crl-16824	84	12	the	the	DET
crl-16824	84	13	differences	difference	NOUN
crl-16824	84	14	of	of	ADP
crl-16824	84	15	the	the	DET
crl-16824	84	16	means	mean	NOUN
crl-16824	84	17	.	.	PUNCT
crl-16824	85	1	because	because	SCONJ
crl-16824	85	2	this	this	DET
crl-16824	85	3	research	research	NOUN
crl-16824	85	4	accounted	account	VERB
crl-16824	85	5	for	for	ADP
crl-16824	85	6	differences	difference	NOUN
crl-16824	85	7	in	in	ADP
crl-16824	85	8	grading	grade	VERB
crl-16824	85	9	among	among	ADP
crl-16824	85	10	students	student	NOUN
crl-16824	85	11	’	’	PART
crl-16824	85	12	majors	major	NOUN
crl-16824	85	13	,	,	PUNCT
crl-16824	85	14	and	and	CCONJ
crl-16824	85	15	the	the	DET
crl-16824	85	16	data	datum	NOUN
crl-16824	85	17	set	set	VERB
crl-16824	85	18	therefore	therefore	ADV
crl-16824	85	19	included	include	VERB
crl-16824	85	20	students	student	NOUN
crl-16824	85	21	’	'	PUNCT
crl-16824	85	22	(	(	PUNCT
crl-16824	85	23	coded	code	VERB
crl-16824	85	24	)	)	PUNCT
crl-16824	85	25	majors	major	NOUN
crl-16824	85	26	,	,	PUNCT
crl-16824	85	27	the	the	DET
crl-16824	85	28	authors	author	NOUN
crl-16824	85	29	also	also	ADV
crl-16824	85	30	investigated	investigate	VERB
crl-16824	85	31	whether	whether	SCONJ
crl-16824	85	32	,	,	PUNCT
crl-16824	85	33	within	within	ADP
crl-16824	85	34	a	a	DET
crl-16824	85	35	specific	specific	ADJ
crl-16824	85	36	major	major	NOUN
crl-16824	85	37	,	,	PUNCT
crl-16824	85	38	students	student	NOUN
crl-16824	85	39	who	who	PRON
crl-16824	85	40	had	have	VERB
crl-16824	85	41	courses	course	NOUN
crl-16824	85	42	with	with	ADP
crl-16824	85	43	library	library	ADJ
crl-16824	85	44	instruction	instruction	NOUN
crl-16824	85	45	graduated	graduate	VERB
crl-16824	85	46	with	with	ADP
crl-16824	85	47	higher	high	ADJ
crl-16824	85	48	gpas	gpa	NOUN
crl-16824	85	49	than	than	ADP
crl-16824	85	50	students	student	NOUN
crl-16824	85	51	who	who	PRON
crl-16824	85	52	did	do	VERB
crl-16824	85	53	not	not	PART
crl-16824	85	54	.	.	PUNCT
crl-16824	86	1	unfortunately	unfortunately	ADV
crl-16824	86	2	,	,	PUNCT
crl-16824	86	3	despite	despite	SCONJ
crl-16824	86	4	pooling	pool	VERB
crl-16824	86	5	data	datum	NOUN
crl-16824	86	6	from	from	ADP
crl-16824	86	7	four	four	NUM
crl-16824	86	8	graduating	graduating	NOUN
crl-16824	86	9	classes	class	NOUN
crl-16824	86	10	,	,	PUNCT
crl-16824	86	11	the	the	DET
crl-16824	86	12	small	small	ADJ
crl-16824	86	13	size	size	NOUN
crl-16824	86	14	of	of	ADP
crl-16824	86	15	the	the	DET
crl-16824	86	16	institution	institution	NOUN
crl-16824	86	17	and	and	CCONJ
crl-16824	86	18	the	the	DET
crl-16824	86	19	reach	reach	NOUN
crl-16824	86	20	of	of	ADP
crl-16824	86	21	the	the	DET
crl-16824	86	22	instruction	instruction	NOUN
crl-16824	86	23	program	program	NOUN
crl-16824	86	24	hampered	hamper	VERB
crl-16824	86	25	this	this	DET
crl-16824	86	26	analysis	analysis	NOUN
crl-16824	86	27	.	.	PUNCT
crl-16824	87	1	few	few	ADJ
crl-16824	87	2	majors	major	NOUN
crl-16824	87	3	included	include	VERB
crl-16824	87	4	sufficient	sufficient	ADJ
crl-16824	87	5	numbers	number	NOUN
crl-16824	87	6	of	of	ADP
crl-16824	87	7	students	student	NOUN
crl-16824	87	8	who	who	PRON
crl-16824	87	9	had	have	VERB
crl-16824	87	10	no	no	DET
crl-16824	87	11	library	library	NOUN
crl-16824	87	12	instruction	instruction	NOUN
crl-16824	87	13	to	to	PART
crl-16824	87	14	make	make	VERB
crl-16824	87	15	the	the	DET
crl-16824	87	16	analysis	analysis	NOUN
crl-16824	87	17	possible	possible	ADJ
crl-16824	87	18	.	.	PUNCT
crl-16824	88	1	of	of	ADP
crl-16824	88	2	the	the	DET
crl-16824	88	3	40	40	NUM
crl-16824	88	4	majors	major	NOUN
crl-16824	88	5	offered	offer	VERB
crl-16824	88	6	at	at	ADP
crl-16824	88	7	saint	saint	PROPN
crl-16824	88	8	mary	mary	PROPN
crl-16824	88	9	’s	’s	PART
crl-16824	88	10	,	,	PUNCT
crl-16824	88	11	20	20	NUM
crl-16824	88	12	could	could	AUX
crl-16824	88	13	not	not	PART
crl-16824	88	14	be	be	AUX
crl-16824	88	15	evaluated	evaluate	VERB
crl-16824	88	16	for	for	ADP
crl-16824	88	17	the	the	DET
crl-16824	88	18	impact	impact	NOUN
crl-16824	88	19	of	of	ADP
crl-16824	88	20	library	library	ADJ
crl-16824	88	21	instruction	instruction	NOUN
crl-16824	88	22	on	on	ADP
crl-16824	88	23	gpa	gpa	PROPN
crl-16824	88	24	at	at	ADP
crl-16824	88	25	the	the	DET
crl-16824	88	26	major	major	ADJ
crl-16824	88	27	level	level	NOUN
crl-16824	88	28	because	because	SCONJ
crl-16824	88	29	there	there	PRON
crl-16824	88	30	were	be	VERB
crl-16824	88	31	fewer	few	ADJ
crl-16824	88	32	than	than	ADP
crl-16824	88	33	two	two	NUM
crl-16824	88	34	students	student	NOUN
crl-16824	88	35	who	who	PRON
crl-16824	88	36	had	have	VERB
crl-16824	88	37	no	no	DET
crl-16824	88	38	contact	contact	NOUN
crl-16824	88	39	with	with	ADP
crl-16824	88	40	library	library	ADJ
crl-16824	88	41	instruction	instruction	NOUN
crl-16824	88	42	.	.	PUNCT
crl-16824	89	1	evaluating	evaluate	VERB
crl-16824	89	2	these	these	DET
crl-16824	89	3	majors	major	NOUN
crl-16824	89	4	would	would	AUX
crl-16824	89	5	have	have	AUX
crl-16824	89	6	resulted	result	VERB
crl-16824	89	7	in	in	ADP
crl-16824	89	8	degrees	degree	NOUN
crl-16824	89	9	of	of	ADP
crl-16824	89	10	freedom	freedom	NOUN
crl-16824	89	11	of	of	ADP
crl-16824	89	12	less	less	ADJ
crl-16824	89	13	than	than	ADP
crl-16824	89	14	zero	zero	NUM
crl-16824	89	15	,	,	PUNCT
crl-16824	89	16	and	and	CCONJ
crl-16824	89	17	the	the	DET
crl-16824	89	18	resulting	result	VERB
crl-16824	89	19	t	t	NOUN
crl-16824	89	20	-	-	PUNCT
crl-16824	89	21	test	test	NOUN
crl-16824	89	22	calculation	calculation	NOUN
crl-16824	89	23	would	would	AUX
crl-16824	89	24	have	have	AUX
crl-16824	89	25	been	be	AUX
crl-16824	89	26	impossible	impossible	ADJ
crl-16824	89	27	.	.	PUNCT
crl-16824	90	1	of	of	ADP
crl-16824	90	2	the	the	DET
crl-16824	90	3	20	20	NUM
crl-16824	90	4	majors	major	NOUN
crl-16824	90	5	for	for	ADP
crl-16824	90	6	which	which	PRON
crl-16824	90	7	a	a	DET
crl-16824	90	8	t	t	NOUN
crl-16824	90	9	value	value	NOUN
crl-16824	90	10	could	could	AUX
crl-16824	90	11	be	be	AUX
crl-16824	90	12	calculated	calculate	VERB
crl-16824	90	13	,	,	PUNCT
crl-16824	90	14	four	four	NUM
crl-16824	90	15	majors	major	NOUN
crl-16824	90	16	demonstrated	demonstrate	VERB
crl-16824	90	17	statistical	statistical	ADJ
crl-16824	90	18	significance	significance	NOUN
crl-16824	90	19	at	at	ADP
crl-16824	90	20	the	the	DET
crl-16824	90	21	p≤0.05	p≤0.05	NOUN
crl-16824	90	22	level	level	NOUN
crl-16824	90	23	.	.	PUNCT
crl-16824	91	1	for	for	ADP
crl-16824	91	2	these	these	DET
crl-16824	91	3	four	four	NUM
crl-16824	91	4	majors	major	NOUN
crl-16824	91	5	,	,	PUNCT
crl-16824	91	6	students	student	NOUN
crl-16824	91	7	who	who	PRON
crl-16824	91	8	took	take	VERB
crl-16824	91	9	at	at	ADV
crl-16824	91	10	least	least	ADV
crl-16824	91	11	one	one	NUM
crl-16824	91	12	class	class	NOUN
crl-16824	91	13	with	with	ADP
crl-16824	91	14	library	library	ADJ
crl-16824	91	15	instruction	instruction	NOUN
crl-16824	91	16	had	have	VERB
crl-16824	91	17	statistically	statistically	ADV
crl-16824	91	18	significant	significant	ADJ
crl-16824	91	19	higher	high	ADJ
crl-16824	91	20	gpas	gpa	NOUN
crl-16824	91	21	than	than	ADP
crl-16824	91	22	students	student	NOUN
crl-16824	91	23	in	in	ADP
crl-16824	91	24	the	the	DET
crl-16824	91	25	same	same	ADJ
crl-16824	91	26	major	major	NOUN
crl-16824	91	27	who	who	PRON
crl-16824	91	28	were	be	AUX
crl-16824	91	29	enrolled	enrol	VERB
crl-16824	91	30	in	in	ADP
crl-16824	91	31	no	no	DET
crl-16824	91	32	classes	class	NOUN
crl-16824	91	33	with	with	ADP
crl-16824	91	34	library	library	ADJ
crl-16824	91	35	instruction	instruction	NOUN
crl-16824	91	36	.	.	PUNCT
crl-16824	92	1	although	although	SCONJ
crl-16824	92	2	the	the	DET
crl-16824	92	3	data	datum	NOUN
crl-16824	92	4	only	only	ADV
crl-16824	92	5	supported	support	VERB
crl-16824	92	6	this	this	DET
crl-16824	92	7	kind	kind	NOUN
crl-16824	92	8	of	of	ADP
crl-16824	92	9	analysis	analysis	NOUN
crl-16824	92	10	with	with	ADP
crl-16824	92	11	a	a	DET
crl-16824	92	12	small	small	ADJ
crl-16824	92	13	number	number	NOUN
crl-16824	92	14	of	of	ADP
crl-16824	92	15	majors	major	NOUN
crl-16824	92	16	,	,	PUNCT
crl-16824	92	17	this	this	DET
crl-16824	92	18	result	result	NOUN
crl-16824	92	19	nevertheless	nevertheless	ADV
crl-16824	92	20	suggests	suggest	VERB
crl-16824	92	21	that	that	SCONJ
crl-16824	92	22	the	the	DET
crl-16824	92	23	positive	positive	ADJ
crl-16824	92	24	correlation	correlation	NOUN
crl-16824	92	25	between	between	ADP
crl-16824	92	26	library	library	NOUN
crl-16824	92	27	instruction	instruction	NOUN
crl-16824	92	28	and	and	CCONJ
crl-16824	92	29	gpa	gpa	PROPN
crl-16824	92	30	also	also	ADV
crl-16824	92	31	exists	exist	VERB
crl-16824	92	32	within	within	ADP
crl-16824	92	33	certain	certain	ADJ
crl-16824	92	34	majors	major	NOUN
crl-16824	92	35	,	,	PUNCT
crl-16824	92	36	as	as	ADV
crl-16824	92	37	well	well	ADV
crl-16824	92	38	as	as	ADP
crl-16824	92	39	across	across	ADP
crl-16824	92	40	majors	major	NOUN
crl-16824	92	41	.	.	PUNCT
crl-16824	93	1	discussion	discussion	NOUN
crl-16824	93	2	many	many	ADJ
crl-16824	93	3	instruction	instruction	NOUN
crl-16824	93	4	librarians	librarian	NOUN
crl-16824	93	5	are	be	AUX
crl-16824	93	6	familiar	familiar	ADJ
crl-16824	93	7	with	with	ADP
crl-16824	93	8	the	the	DET
crl-16824	93	9	student	student	NOUN
crl-16824	93	10	complaint	complaint	NOUN
crl-16824	93	11	,	,	PUNCT
crl-16824	93	12	“	"	PUNCT
crl-16824	93	13	i	i	PRON
crl-16824	93	14	’ve	’ve	AUX
crl-16824	93	15	already	already	ADV
crl-16824	93	16	heard	hear	VERB
crl-16824	93	17	all	all	PRON
crl-16824	93	18	of	of	ADP
crl-16824	93	19	this	this	PRON
crl-16824	93	20	before	before	ADV
crl-16824	93	21	!	!	PUNCT
crl-16824	93	22	”	"	PUNCT
crl-16824	94	1	yet	yet	ADV
crl-16824	94	2	prior	prior	ADV
crl-16824	94	3	to	to	ADP
crl-16824	94	4	collecting	collect	VERB
crl-16824	94	5	the	the	DET
crl-16824	94	6	data	datum	NOUN
crl-16824	94	7	,	,	PUNCT
crl-16824	94	8	librarians	librarian	NOUN
crl-16824	94	9	at	at	ADP
crl-16824	94	10	saint	saint	PROPN
crl-16824	94	11	mary	mary	PROPN
crl-16824	94	12	’s	’s	PART
crl-16824	94	13	college	college	NOUN
crl-16824	94	14	did	do	AUX
crl-16824	94	15	not	not	PART
crl-16824	94	16	know	know	VERB
crl-16824	94	17	how	how	SCONJ
crl-16824	94	18	many	many	ADJ
crl-16824	94	19	students	student	NOUN
crl-16824	94	20	had	have	AUX
crl-16824	94	21	indeed	indeed	ADV
crl-16824	94	22	attended	attend	VERB
crl-16824	94	23	multiple	multiple	ADJ
crl-16824	94	24	library	library	NOUN
crl-16824	94	25	instruction	instruction	NOUN
crl-16824	94	26	sessions	session	NOUN
crl-16824	94	27	,	,	PUNCT
crl-16824	94	28	what	what	PRON
crl-16824	94	29	the	the	DET
crl-16824	94	30	maximum	maximum	ADJ
crl-16824	94	31	number	number	NOUN
crl-16824	94	32	of	of	ADP
crl-16824	94	33	instruction	instruction	NOUN
crl-16824	94	34	sessions	session	NOUN
crl-16824	94	35	attended	attend	VERB
crl-16824	94	36	was	be	AUX
crl-16824	94	37	,	,	PUNCT
crl-16824	94	38	or	or	CCONJ
crl-16824	94	39	even	even	ADV
crl-16824	94	40	how	how	SCONJ
crl-16824	94	41	many	many	ADJ
crl-16824	94	42	students	student	NOUN
crl-16824	94	43	graduated	graduate	VERB
crl-16824	94	44	with	with	ADP
crl-16824	94	45	no	no	DET
crl-16824	94	46	library	library	NOUN
crl-16824	94	47	instruction	instruction	NOUN
crl-16824	94	48	at	at	ADV
crl-16824	94	49	all	all	ADV
crl-16824	94	50	.	.	PUNCT
crl-16824	95	1	the	the	DET
crl-16824	95	2	data	datum	NOUN
crl-16824	95	3	presented	present	VERB
crl-16824	95	4	in	in	ADP
crl-16824	95	5	table	table	NOUN
crl-16824	95	6	1	1	NUM
crl-16824	95	7	show	show	VERB
crl-16824	95	8	that	that	SCONJ
crl-16824	95	9	a	a	DET
crl-16824	95	10	very	very	ADV
crl-16824	95	11	large	large	ADJ
crl-16824	95	12	majority	majority	NOUN
crl-16824	95	13	(	(	PUNCT
crl-16824	95	14	n=973	n=973	ADV
crl-16824	95	15	,	,	PUNCT
crl-16824	95	16	70.5	70.5	NUM
crl-16824	95	17	%	%	NOUN
crl-16824	95	18	)	)	PUNCT
crl-16824	95	19	of	of	ADP
crl-16824	95	20	the	the	DET
crl-16824	95	21	seniors	senior	NOUN
crl-16824	95	22	graduating	graduate	VERB
crl-16824	95	23	between	between	ADP
crl-16824	95	24	2012	2012	NUM
crl-16824	95	25	and	and	CCONJ
crl-16824	95	26	2015	2015	NUM
crl-16824	95	27	took	take	VERB
crl-16824	95	28	one	one	NUM
crl-16824	95	29	to	to	ADP
crl-16824	95	30	three	three	NUM
crl-16824	95	31	courses	course	NOUN
crl-16824	95	32	that	that	PRON
crl-16824	95	33	incorporated	incorporate	VERB
crl-16824	95	34	library	library	NOUN
crl-16824	95	35	instruction	instruction	NOUN
crl-16824	95	36	sessions	session	NOUN
crl-16824	95	37	,	,	PUNCT
crl-16824	95	38	with	with	ADP
crl-16824	95	39	a	a	DET
crl-16824	95	40	small	small	ADJ
crl-16824	95	41	subset	subset	NOUN
crl-16824	95	42	(	(	PUNCT
crl-16824	95	43	n=7	n=7	PROPN
crl-16824	95	44	,	,	PUNCT
crl-16824	95	45	0.5	0.5	NUM
crl-16824	95	46	%	%	NOUN
crl-16824	95	47	)	)	PUNCT
crl-16824	95	48	of	of	ADP
crl-16824	95	49	students	student	NOUN
crl-16824	95	50	enrolled	enrol	VERB
crl-16824	95	51	in	in	ADP
crl-16824	95	52	eight	eight	NUM
crl-16824	95	53	courses	course	NOUN
crl-16824	95	54	in	in	ADP
crl-16824	95	55	which	which	PRON
crl-16824	95	56	library	library	NOUN
crl-16824	95	57	instruction	instruction	NOUN
crl-16824	95	58	sessions	session	NOUN
crl-16824	95	59	had	have	AUX
crl-16824	95	60	been	be	AUX
crl-16824	95	61	held	hold	VERB
crl-16824	95	62	,	,	PUNCT
crl-16824	95	63	and	and	CCONJ
crl-16824	95	64	an	an	DET
crl-16824	95	65	even	even	ADV
crl-16824	95	66	smaller	small	ADJ
crl-16824	95	67	subset	subset	NOUN
crl-16824	95	68	(	(	PUNCT
crl-16824	95	69	n=3	n=3	NOUN
crl-16824	95	70	,	,	PUNCT
crl-16824	95	71	0.2	0.2	NUM
crl-16824	95	72	%	%	NOUN
crl-16824	95	73	)	)	PUNCT
crl-16824	95	74	who	who	PRON
crl-16824	95	75	had	have	AUX
crl-16824	95	76	taken	take	VERB
crl-16824	95	77	seven	seven	NUM
crl-16824	95	78	courses	course	NOUN
crl-16824	95	79	.	.	PUNCT
crl-16824	96	1	ninety	ninety	NUM
crl-16824	96	2	-	-	PUNCT
crl-16824	96	3	two	two	NUM
crl-16824	96	4	percent	percent	NOUN
crl-16824	96	5	(	(	PUNCT
crl-16824	96	6	n=1265	n=1265	PROPN
crl-16824	96	7	)	)	PUNCT
crl-16824	96	8	of	of	ADP
crl-16824	96	9	seniors	senior	NOUN
crl-16824	96	10	graduating	graduate	VERB
crl-16824	96	11	between	between	ADP
crl-16824	96	12	2012	2012	NUM
crl-16824	96	13	and	and	CCONJ
crl-16824	96	14	2015	2015	NUM
crl-16824	96	15	were	be	AUX
crl-16824	96	16	enrolled	enrol	VERB
crl-16824	96	17	in	in	ADP
crl-16824	96	18	at	at	ADV
crl-16824	96	19	least	least	ADV
crl-16824	96	20	one	one	NUM
crl-16824	96	21	course	course	NOUN
crl-16824	96	22	with	with	ADP
crl-16824	96	23	a	a	DET
crl-16824	96	24	library	library	NOUN
crl-16824	96	25	instruction	instruction	NOUN
crl-16824	96	26	component	component	NOUN
crl-16824	96	27	.	.	PUNCT
crl-16824	97	1	these	these	DET
crl-16824	97	2	numbers	number	NOUN
crl-16824	97	3	provide	provide	VERB
crl-16824	97	4	context	context	NOUN
crl-16824	97	5	for	for	ADP
crl-16824	97	6	the	the	DET
crl-16824	97	7	reach	reach	NOUN
crl-16824	97	8	and	and	CCONJ
crl-16824	97	9	scope	scope	NOUN
crl-16824	97	10	of	of	ADP
crl-16824	97	11	the	the	DET
crl-16824	97	12	instruction	instruction	NOUN
crl-16824	97	13	program	program	NOUN
crl-16824	97	14	,	,	PUNCT
crl-16824	97	15	while	while	SCONJ
crl-16824	97	16	also	also	ADV
crl-16824	97	17	serving	serve	VERB
crl-16824	97	18	as	as	ADP
crl-16824	97	19	a	a	DET
crl-16824	97	20	useful	useful	ADJ
crl-16824	97	21	reminder	reminder	NOUN
crl-16824	97	22	that	that	SCONJ
crl-16824	97	23	at	at	ADV
crl-16824	97	24	least	least	ADJ
crl-16824	97	25	a	a	DET
crl-16824	97	26	small	small	ADJ
crl-16824	97	27	number	number	NOUN
crl-16824	97	28	of	of	ADP
crl-16824	97	29	students	student	NOUN
crl-16824	97	30	can	can	AUX
crl-16824	97	31	truthfully	truthfully	ADV
crl-16824	97	32	complain	complain	VERB
crl-16824	97	33	,	,	PUNCT
crl-16824	97	34	“	"	PUNCT
crl-16824	97	35	but	but	CCONJ
crl-16824	97	36	i	i	PRON
crl-16824	97	37	’ve	’ve	AUX
crl-16824	97	38	heard	hear	VERB
crl-16824	97	39	this	this	PRON
crl-16824	97	40	all	all	PRON
crl-16824	97	41	before	before	ADV
crl-16824	97	42	!	!	PUNCT
crl-16824	97	43	”	"	PUNCT
crl-16824	98	1	the	the	DET
crl-16824	98	2	data	datum	NOUN
crl-16824	98	3	illustrate	illustrate	VERB
crl-16824	98	4	a	a	DET
crl-16824	98	5	small	small	ADJ
crl-16824	98	6	but	but	CCONJ
crl-16824	98	7	statistically	statistically	ADV
crl-16824	98	8	significant	significant	ADJ
crl-16824	98	9	increase	increase	NOUN
crl-16824	98	10	in	in	ADP
crl-16824	98	11	the	the	DET
crl-16824	98	12	four	four	NUM
crl-16824	98	13	-	-	PUNCT
crl-16824	98	14	year	year	NOUN
crl-16824	98	15	cumulative	cumulative	ADJ
crl-16824	98	16	gpas	gpa	NOUN
crl-16824	98	17	of	of	ADP
crl-16824	98	18	students	student	NOUN
crl-16824	98	19	who	who	PRON
crl-16824	98	20	were	be	AUX
crl-16824	98	21	enrolled	enrol	VERB
crl-16824	98	22	in	in	ADP
crl-16824	98	23	classes	class	NOUN
crl-16824	98	24	in	in	ADP
crl-16824	98	25	which	which	PRON
crl-16824	98	26	at	at	ADP
crl-16824	98	27	least	least	ADV
crl-16824	98	28	one	one	NUM
crl-16824	98	29	library	library	NOUN
crl-16824	98	30	instruction	instruction	NOUN
crl-16824	98	31	session	session	NOUN
crl-16824	98	32	was	be	AUX
crl-16824	98	33	held	hold	VERB
crl-16824	98	34	.	.	PUNCT
crl-16824	99	1	while	while	SCONJ
crl-16824	99	2	correlation	correlation	NOUN
crl-16824	99	3	does	do	AUX
crl-16824	99	4	not	not	PART
crl-16824	99	5	indicate	indicate	VERB
crl-16824	99	6	causation	causation	NOUN
crl-16824	99	7	,	,	PUNCT
crl-16824	99	8	the	the	DET
crl-16824	99	9	t	t	NOUN
crl-16824	99	10	-	-	PUNCT
crl-16824	99	11	tests	test	NOUN
crl-16824	99	12	in	in	ADP
crl-16824	99	13	this	this	DET
crl-16824	99	14	statistical	statistical	ADJ
crl-16824	99	15	analysis	analysis	NOUN
crl-16824	99	16	indicate	indicate	VERB
crl-16824	99	17	that	that	SCONJ
crl-16824	99	18	the	the	DET
crl-16824	99	19	increase	increase	NOUN
crl-16824	99	20	in	in	ADP
crl-16824	99	21	gpa	gpa	PROPN
crl-16824	99	22	is	be	AUX
crl-16824	99	23	not	not	PART
crl-16824	99	24	due	due	ADJ
crl-16824	99	25	to	to	ADP
crl-16824	99	26	chance	chance	NOUN
crl-16824	99	27	.	.	PUNCT
crl-16824	100	1	moreover	moreover	ADV
crl-16824	100	2	,	,	PUNCT
crl-16824	100	3	the	the	DET
crl-16824	100	4	relatively	relatively	ADV
crl-16824	100	5	large	large	ADJ
crl-16824	100	6	sample	sample	NOUN
crl-16824	100	7	size	size	NOUN
crl-16824	100	8	of	of	ADP
crl-16824	100	9	1,380	1,380	NUM
crl-16824	100	10	students	student	NOUN
crl-16824	100	11	contributes	contribute	VERB
crl-16824	100	12	to	to	ADP
crl-16824	100	13	the	the	DET
crl-16824	100	14	authors	author	NOUN
crl-16824	100	15	’	’	PART
crl-16824	100	16	confidence	confidence	NOUN
crl-16824	100	17	in	in	ADP
crl-16824	100	18	the	the	DET
crl-16824	100	19	correlation	correlation	NOUN
crl-16824	100	20	.	.	PUNCT
crl-16824	101	1	when	when	SCONJ
crl-16824	101	2	each	each	DET
crl-16824	101	3	student	student	NOUN
crl-16824	101	4	’s	’s	PART
crl-16824	101	5	gpa	gpa	PROPN
crl-16824	101	6	was	be	AUX
crl-16824	101	7	normalized	normalize	VERB
crl-16824	101	8	to	to	PART
crl-16824	101	9	account	account	VERB
crl-16824	101	10	for	for	ADP
crl-16824	101	11	differences	difference	NOUN
crl-16824	101	12	in	in	ADP
crl-16824	101	13	grading	grade	VERB
crl-16824	101	14	rigor	rigor	NOUN
crl-16824	101	15	between	between	ADP
crl-16824	101	16	departments	department	NOUN
crl-16824	101	17	and	and	CCONJ
crl-16824	101	18	majors	major	NOUN
crl-16824	101	19	,	,	PUNCT
crl-16824	101	20	the	the	DET
crl-16824	101	21	results	result	NOUN
crl-16824	101	22	did	do	AUX
crl-16824	101	23	not	not	PART
crl-16824	101	24	display	display	VERB
crl-16824	101	25	the	the	DET
crl-16824	101	26	negative	negative	ADJ
crl-16824	101	27	correlation	correlation	NOUN
crl-16824	101	28	that	that	PRON
crl-16824	101	29	soria	soria	PROPN
crl-16824	101	30	et	et	PROPN
crl-16824	101	31	al	al	PROPN
crl-16824	101	32	.	.	PROPN
crl-16824	101	33	found	find	VERB
crl-16824	101	34	in	in	ADP
crl-16824	101	35	their	their	PRON
crl-16824	101	36	data	datum	NOUN
crl-16824	101	37	at	at	ADP
crl-16824	101	38	the	the	DET
crl-16824	101	39	university	university	PROPN
crl-16824	101	40	of	of	ADP
crl-16824	101	41	minnesota	minnesota	PROPN
crl-16824	101	42	.	.	PUNCT
crl-16824	102	1	the	the	DET
crl-16824	102	2	evidence	evidence	NOUN
crl-16824	102	3	indicates	indicate	VERB
crl-16824	102	4	,	,	PUNCT
crl-16824	102	5	therefore	therefore	ADV
crl-16824	102	6	,	,	PUNCT
crl-16824	102	7	that	that	SCONJ
crl-16824	102	8	the	the	DET
crl-16824	102	9	relationship	relationship	NOUN
crl-16824	102	10	between	between	ADP
crl-16824	102	11	library	library	NOUN
crl-16824	102	12	instruction	instruction	NOUN
crl-16824	102	13	and	and	CCONJ
crl-16824	102	14	gpa	gpa	NOUN
crl-16824	102	15	—	—	PUNCT
crl-16824	102	16	at	at	ADP
crl-16824	102	17	least	least	ADJ
crl-16824	102	18	at	at	ADP
crl-16824	102	19	this	this	DET
crl-16824	102	20	institution	institution	NOUN
crl-16824	102	21	—	—	PUNCT
crl-16824	102	22	is	be	AUX
crl-16824	102	23	not	not	PART
crl-16824	102	24	due	due	ADJ
crl-16824	102	25	to	to	ADP
crl-16824	102	26	departments	department	NOUN
crl-16824	102	27	with	with	ADP
crl-16824	102	28	“	"	PUNCT
crl-16824	102	29	harder	hard	ADJ
crl-16824	102	30	”	"	PUNCT
crl-16824	102	31	grading	grade	VERB
crl-16824	102	32	standards	standard	NOUN
crl-16824	102	33	that	that	PRON
crl-16824	102	34	coincidentally	coincidentally	ADV
crl-16824	102	35	happened	happen	VERB
crl-16824	102	36	to	to	PART
crl-16824	102	37	have	have	VERB
crl-16824	102	38	fewer	few	ADJ
crl-16824	102	39	courses	course	NOUN
crl-16824	102	40	with	with	ADP
crl-16824	102	41	library	library	ADJ
crl-16824	102	42	instruction	instruction	NOUN
crl-16824	102	43	.	.	PUNCT
crl-16824	103	1	there	there	PRON
crl-16824	103	2	were	be	VERB
crl-16824	103	3	,	,	PUNCT
crl-16824	103	4	of	of	ADP
crl-16824	103	5	course	course	NOUN
crl-16824	103	6	,	,	PUNCT
crl-16824	103	7	several	several	ADJ
crl-16824	103	8	limitations	limitation	NOUN
crl-16824	103	9	with	with	ADP
crl-16824	103	10	the	the	DET
crl-16824	103	11	research	research	NOUN
crl-16824	103	12	reported	report	VERB
crl-16824	103	13	here	here	ADV
crl-16824	103	14	.	.	PUNCT
crl-16824	104	1	the	the	DET
crl-16824	104	2	first	first	ADJ
crl-16824	104	3	is	be	AUX
crl-16824	104	4	that	that	SCONJ
crl-16824	104	5	the	the	DET
crl-16824	104	6	data	datum	NOUN
crl-16824	104	7	did	do	AUX
crl-16824	104	8	not	not	PART
crl-16824	104	9	fully	fully	ADV
crl-16824	104	10	account	account	VERB
crl-16824	104	11	for	for	ADP
crl-16824	104	12	the	the	DET
crl-16824	104	13	6.5	6.5	NUM
crl-16824	104	14	%	%	NOUN
crl-16824	104	15	of	of	ADP
crl-16824	104	16	students	student	NOUN
crl-16824	104	17	who	who	PRON
crl-16824	104	18	take	take	VERB
crl-16824	104	19	more	more	ADJ
crl-16824	104	20	than	than	ADP
crl-16824	104	21	four	four	NUM
crl-16824	104	22	the	the	DET
crl-16824	104	23	academic	academic	ADJ
crl-16824	104	24	library	library	NOUN
crl-16824	104	25	’s	’s	PART
crl-16824	104	26	contribution	contribution	NOUN
crl-16824	104	27	to	to	ADP
crl-16824	104	28	student	student	NOUN
crl-16824	104	29	success	success	NOUN
crl-16824	104	30	745	745	NUM
crl-16824	104	31	years	year	NOUN
crl-16824	104	32	to	to	PART
crl-16824	104	33	graduate	graduate	VERB
crl-16824	104	34	;	;	PUNCT
crl-16824	104	35	for	for	ADP
crl-16824	104	36	some	some	PRON
crl-16824	104	37	of	of	ADP
crl-16824	104	38	these	these	DET
crl-16824	104	39	students	student	NOUN
crl-16824	104	40	,	,	PUNCT
crl-16824	104	41	this	this	DET
crl-16824	104	42	analysis	analysis	NOUN
crl-16824	104	43	may	may	AUX
crl-16824	104	44	have	have	VERB
crl-16824	104	45	under	under	ADV
crl-16824	104	46	-	-	PUNCT
crl-16824	104	47	calculated	calculate	VERB
crl-16824	104	48	the	the	DET
crl-16824	104	49	number	number	NOUN
crl-16824	104	50	of	of	ADP
crl-16824	104	51	courses	course	NOUN
crl-16824	104	52	they	they	PRON
crl-16824	104	53	took	take	VERB
crl-16824	104	54	that	that	PRON
crl-16824	104	55	had	have	VERB
crl-16824	104	56	library	library	ADJ
crl-16824	104	57	instruction	instruction	NOUN
crl-16824	104	58	.	.	PUNCT
crl-16824	105	1	a	a	DET
crl-16824	105	2	more	more	ADV
crl-16824	105	3	careful	careful	ADJ
crl-16824	105	4	analysis	analysis	NOUN
crl-16824	105	5	would	would	AUX
crl-16824	105	6	have	have	AUX
crl-16824	105	7	included	include	VERB
crl-16824	105	8	a	a	DET
crl-16824	105	9	list	list	NOUN
crl-16824	105	10	of	of	ADP
crl-16824	105	11	courses	course	NOUN
crl-16824	105	12	for	for	ADP
crl-16824	105	13	six	six	NUM
crl-16824	105	14	or	or	CCONJ
crl-16824	105	15	more	more	ADJ
crl-16824	105	16	years	year	NOUN
crl-16824	105	17	prior	prior	ADV
crl-16824	105	18	to	to	ADP
crl-16824	105	19	the	the	DET
crl-16824	105	20	students	student	NOUN
crl-16824	105	21	’	’	PART
crl-16824	105	22	graduation	graduation	NOUN
crl-16824	105	23	year	year	NOUN
crl-16824	105	24	,	,	PUNCT
crl-16824	105	25	and	and	CCONJ
crl-16824	105	26	future	future	ADJ
crl-16824	105	27	studies	study	NOUN
crl-16824	105	28	may	may	AUX
crl-16824	105	29	be	be	AUX
crl-16824	105	30	able	able	ADJ
crl-16824	105	31	to	to	PART
crl-16824	105	32	incorporate	incorporate	VERB
crl-16824	105	33	this	this	DET
crl-16824	105	34	more	more	ADV
crl-16824	105	35	nuanced	nuanced	ADJ
crl-16824	105	36	analysis	analysis	NOUN
crl-16824	105	37	.	.	PUNCT
crl-16824	106	1	this	this	DET
crl-16824	106	2	research	research	NOUN
crl-16824	106	3	also	also	ADV
crl-16824	106	4	did	do	AUX
crl-16824	106	5	not	not	PART
crl-16824	106	6	account	account	VERB
crl-16824	106	7	for	for	ADP
crl-16824	106	8	actual	actual	ADJ
crl-16824	106	9	student	student	NOUN
crl-16824	106	10	attendance	attendance	NOUN
crl-16824	106	11	at	at	ADP
crl-16824	106	12	library	library	NOUN
crl-16824	106	13	instruction	instruction	NOUN
crl-16824	106	14	;	;	PUNCT
crl-16824	106	15	if	if	SCONJ
crl-16824	106	16	a	a	DET
crl-16824	106	17	student	student	NOUN
crl-16824	106	18	missed	miss	VERB
crl-16824	106	19	class	class	NOUN
crl-16824	106	20	on	on	ADP
crl-16824	106	21	the	the	DET
crl-16824	106	22	day	day	NOUN
crl-16824	106	23	of	of	ADP
crl-16824	106	24	the	the	DET
crl-16824	106	25	library	library	NOUN
crl-16824	106	26	instruction	instruction	NOUN
crl-16824	106	27	session	session	NOUN
crl-16824	106	28	,	,	PUNCT
crl-16824	106	29	that	that	DET
crl-16824	106	30	student	student	NOUN
crl-16824	106	31	was	be	AUX
crl-16824	106	32	still	still	ADV
crl-16824	106	33	counted	count	VERB
crl-16824	106	34	as	as	ADP
crl-16824	106	35	having	having	AUX
crl-16824	106	36	attended	attend	VERB
crl-16824	106	37	the	the	DET
crl-16824	106	38	session	session	NOUN
crl-16824	106	39	by	by	ADP
crl-16824	106	40	virtue	virtue	NOUN
crl-16824	106	41	of	of	ADP
crl-16824	106	42	being	be	AUX
crl-16824	106	43	enrolled	enrol	VERB
crl-16824	106	44	in	in	ADP
crl-16824	106	45	the	the	DET
crl-16824	106	46	course	course	NOUN
crl-16824	106	47	.	.	PUNCT
crl-16824	107	1	it	it	PRON
crl-16824	107	2	is	be	AUX
crl-16824	107	3	hard	hard	ADJ
crl-16824	107	4	to	to	PART
crl-16824	107	5	imagine	imagine	VERB
crl-16824	107	6	a	a	DET
crl-16824	107	7	feasible	feasible	ADJ
crl-16824	107	8	strategy	strategy	NOUN
crl-16824	107	9	for	for	ADP
crl-16824	107	10	overcoming	overcome	VERB
crl-16824	107	11	this	this	DET
crl-16824	107	12	limitation	limitation	NOUN
crl-16824	107	13	,	,	PUNCT
crl-16824	107	14	because	because	SCONJ
crl-16824	107	15	taking	take	VERB
crl-16824	107	16	attendance	attendance	NOUN
crl-16824	107	17	at	at	ADP
crl-16824	107	18	every	every	DET
crl-16824	107	19	instruction	instruction	NOUN
crl-16824	107	20	session	session	NOUN
crl-16824	107	21	would	would	AUX
crl-16824	107	22	be	be	AUX
crl-16824	107	23	tremendously	tremendously	ADV
crl-16824	107	24	burdensome	burdensome	ADJ
crl-16824	107	25	for	for	ADP
crl-16824	107	26	librarians	librarian	NOUN
crl-16824	107	27	and	and	CCONJ
crl-16824	107	28	would	would	AUX
crl-16824	107	29	significantly	significantly	ADV
crl-16824	107	30	reduce	reduce	VERB
crl-16824	107	31	students	student	NOUN
crl-16824	107	32	’	'	PUNCT
crl-16824	107	33	anonymity	anonymity	NOUN
crl-16824	107	34	.	.	PUNCT
crl-16824	108	1	while	while	SCONJ
crl-16824	108	2	coding	code	VERB
crl-16824	108	3	students	student	NOUN
crl-16824	108	4	’	'	PUNCT
crl-16824	108	5	majors	major	NOUN
crl-16824	108	6	reduced	reduce	VERB
crl-16824	108	7	the	the	DET
crl-16824	108	8	risk	risk	NOUN
crl-16824	108	9	of	of	ADP
crl-16824	108	10	reverse	reverse	NOUN
crl-16824	108	11	-	-	PUNCT
crl-16824	108	12	identification	identification	NOUN
crl-16824	108	13	of	of	ADP
crl-16824	108	14	individual	individual	ADJ
crl-16824	108	15	students	student	NOUN
crl-16824	108	16	,	,	PUNCT
crl-16824	108	17	it	it	PRON
crl-16824	108	18	also	also	ADV
crl-16824	108	19	made	make	VERB
crl-16824	108	20	it	it	PRON
crl-16824	108	21	impossible	impossible	ADJ
crl-16824	108	22	to	to	PART
crl-16824	108	23	determine	determine	VERB
crl-16824	108	24	which	which	DET
crl-16824	108	25	departments	department	NOUN
crl-16824	108	26	saw	see	VERB
crl-16824	108	27	the	the	DET
crl-16824	108	28	greatest	great	ADJ
crl-16824	108	29	increase	increase	NOUN
crl-16824	108	30	in	in	ADP
crl-16824	108	31	students	student	NOUN
crl-16824	108	32	’	'	PUNCT
crl-16824	108	33	gpas	gpa	NOUN
crl-16824	108	34	with	with	ADP
crl-16824	108	35	library	library	ADJ
crl-16824	108	36	instruction	instruction	NOUN
crl-16824	108	37	.	.	PUNCT
crl-16824	109	1	larger	large	ADJ
crl-16824	109	2	data	data	NOUN
crl-16824	109	3	sets	set	NOUN
crl-16824	109	4	would	would	AUX
crl-16824	109	5	increase	increase	VERB
crl-16824	109	6	the	the	DET
crl-16824	109	7	number	number	NOUN
crl-16824	109	8	of	of	ADP
crl-16824	109	9	majors	major	NOUN
crl-16824	109	10	with	with	ADP
crl-16824	109	11	very	very	ADV
crl-16824	109	12	small	small	ADJ
crl-16824	109	13	numbers	number	NOUN
crl-16824	109	14	of	of	ADP
crl-16824	109	15	student	student	NOUN
crl-16824	109	16	participants	participant	NOUN
crl-16824	109	17	,	,	PUNCT
crl-16824	109	18	and	and	CCONJ
crl-16824	109	19	make	make	VERB
crl-16824	109	20	it	it	PRON
crl-16824	109	21	possible	possible	ADJ
crl-16824	109	22	for	for	SCONJ
crl-16824	109	23	researchers	researcher	NOUN
crl-16824	109	24	to	to	PART
crl-16824	109	25	view	view	VERB
crl-16824	109	26	the	the	DET
crl-16824	109	27	data	datum	NOUN
crl-16824	109	28	with	with	ADP
crl-16824	109	29	actual	actual	ADJ
crl-16824	109	30	department	department	NOUN
crl-16824	109	31	names	name	NOUN
crl-16824	109	32	,	,	PUNCT
crl-16824	109	33	rather	rather	ADV
crl-16824	109	34	than	than	ADP
crl-16824	109	35	codes	code	NOUN
crl-16824	109	36	.	.	PUNCT
crl-16824	110	1	finally	finally	ADV
crl-16824	110	2	,	,	PUNCT
crl-16824	110	3	the	the	DET
crl-16824	110	4	authors	author	NOUN
crl-16824	110	5	recognize	recognize	VERB
crl-16824	110	6	that	that	SCONJ
crl-16824	110	7	four	four	NUM
crl-16824	110	8	-	-	PUNCT
crl-16824	110	9	year	year	NOUN
crl-16824	110	10	cumulative	cumulative	ADJ
crl-16824	110	11	gpa	gpa	PROPN
crl-16824	110	12	is	be	AUX
crl-16824	110	13	not	not	PART
crl-16824	110	14	a	a	DET
crl-16824	110	15	perfect	perfect	ADJ
crl-16824	110	16	proxy	proxy	NOUN
crl-16824	110	17	for	for	ADP
crl-16824	110	18	“	"	PUNCT
crl-16824	110	19	student	student	NOUN
crl-16824	110	20	success	success	NOUN
crl-16824	110	21	.	.	PUNCT
crl-16824	110	22	”	"	PUNCT
crl-16824	111	1	while	while	SCONJ
crl-16824	111	2	there	there	PRON
crl-16824	111	3	are	be	VERB
crl-16824	111	4	many	many	ADJ
crl-16824	111	5	definitions	definition	NOUN
crl-16824	111	6	of	of	ADP
crl-16824	111	7	student	student	NOUN
crl-16824	111	8	success	success	NOUN
crl-16824	111	9	,	,	PUNCT
crl-16824	111	10	gpa	gpa	PROPN
crl-16824	111	11	is	be	AUX
crl-16824	111	12	one	one	NUM
crl-16824	111	13	that	that	PRON
crl-16824	111	14	is	be	AUX
crl-16824	111	15	widely	widely	ADV
crl-16824	111	16	recognized	recognize	VERB
crl-16824	111	17	,	,	PUNCT
crl-16824	111	18	easily	easily	ADV
crl-16824	111	19	quantifiable	quantifiable	ADJ
crl-16824	111	20	,	,	PUNCT
crl-16824	111	21	and	and	CCONJ
crl-16824	111	22	readily	readily	ADV
crl-16824	111	23	available	available	ADJ
crl-16824	111	24	at	at	ADP
crl-16824	111	25	many	many	ADJ
crl-16824	111	26	,	,	PUNCT
crl-16824	111	27	if	if	SCONJ
crl-16824	111	28	not	not	PART
crl-16824	111	29	all	all	PRON
crl-16824	111	30	,	,	PUNCT
crl-16824	111	31	institutions	institution	NOUN
crl-16824	111	32	of	of	ADP
crl-16824	111	33	higher	high	ADJ
crl-16824	111	34	education	education	NOUN
crl-16824	111	35	.	.	PUNCT
crl-16824	112	1	conclusions	conclusion	NOUN
crl-16824	112	2	the	the	DET
crl-16824	112	3	results	result	NOUN
crl-16824	112	4	have	have	AUX
crl-16824	112	5	been	be	AUX
crl-16824	112	6	useful	useful	ADJ
crl-16824	112	7	both	both	CCONJ
crl-16824	112	8	locally	locally	ADV
crl-16824	112	9	on	on	ADP
crl-16824	112	10	the	the	DET
crl-16824	112	11	saint	saint	PROPN
crl-16824	112	12	mary	mary	PROPN
crl-16824	112	13	’s	’s	PART
crl-16824	112	14	college	college	PROPN
crl-16824	112	15	campus	campus	NOUN
crl-16824	112	16	,	,	PUNCT
crl-16824	112	17	and	and	CCONJ
crl-16824	112	18	also	also	ADV
crl-16824	112	19	in	in	ADP
crl-16824	112	20	the	the	DET
crl-16824	112	21	wider	wide	ADJ
crl-16824	112	22	conversation	conversation	NOUN
crl-16824	112	23	about	about	ADP
crl-16824	112	24	academic	academic	ADJ
crl-16824	112	25	libraries	library	NOUN
crl-16824	112	26	and	and	CCONJ
crl-16824	112	27	student	student	NOUN
crl-16824	112	28	outcomes	outcome	NOUN
crl-16824	112	29	,	,	PUNCT
crl-16824	112	30	because	because	SCONJ
crl-16824	112	31	they	they	PRON
crl-16824	112	32	show	show	VERB
crl-16824	112	33	a	a	DET
crl-16824	112	34	real	real	ADJ
crl-16824	112	35	,	,	PUNCT
crl-16824	112	36	statistically	statistically	ADV
crl-16824	112	37	valid	valid	ADJ
crl-16824	112	38	connection	connection	NOUN
crl-16824	112	39	between	between	ADP
crl-16824	112	40	library	library	NOUN
crl-16824	112	41	instruction	instruction	NOUN
crl-16824	112	42	and	and	CCONJ
crl-16824	112	43	students	student	NOUN
crl-16824	112	44	’	'	PUNCT
crl-16824	112	45	long	long	ADJ
crl-16824	112	46	-	-	PUNCT
crl-16824	112	47	term	term	NOUN
crl-16824	112	48	academic	academic	ADJ
crl-16824	112	49	achievement	achievement	NOUN
crl-16824	112	50	,	,	PUNCT
crl-16824	112	51	as	as	SCONJ
crl-16824	112	52	represented	represent	VERB
crl-16824	112	53	by	by	ADP
crl-16824	112	54	their	their	PRON
crl-16824	112	55	grade	grade	NOUN
crl-16824	112	56	-	-	PUNCT
crl-16824	112	57	point	point	NOUN
crl-16824	112	58	averages	average	NOUN
crl-16824	112	59	.	.	PUNCT
crl-16824	113	1	the	the	DET
crl-16824	113	2	results	result	NOUN
crl-16824	113	3	also	also	ADV
crl-16824	113	4	provide	provide	VERB
crl-16824	113	5	greater	great	ADJ
crl-16824	113	6	context	context	NOUN
crl-16824	113	7	for	for	ADP
crl-16824	113	8	the	the	DET
crl-16824	113	9	negative	negative	ADJ
crl-16824	113	10	correlation	correlation	NOUN
crl-16824	113	11	that	that	PRON
crl-16824	113	12	soria	soria	PROPN
crl-16824	113	13	et	et	PROPN
crl-16824	113	14	al	al	PROPN
crl-16824	113	15	.	.	PROPN
crl-16824	113	16	found	find	VERB
crl-16824	113	17	at	at	ADP
crl-16824	113	18	the	the	DET
crl-16824	113	19	university	university	PROPN
crl-16824	113	20	of	of	ADP
crl-16824	113	21	minnesota	minnesota	PROPN
crl-16824	113	22	,	,	PUNCT
crl-16824	113	23	and	and	CCONJ
crl-16824	113	24	suggest	suggest	VERB
crl-16824	113	25	that	that	SCONJ
crl-16824	113	26	disciplinary	disciplinary	ADJ
crl-16824	113	27	grading	grading	NOUN
crl-16824	113	28	standards	standard	NOUN
crl-16824	113	29	are	be	AUX
crl-16824	113	30	yet	yet	ADV
crl-16824	113	31	another	another	PRON
crl-16824	113	32	among	among	ADP
crl-16824	113	33	the	the	DET
crl-16824	113	34	many	many	ADJ
crl-16824	113	35	factors	factor	NOUN
crl-16824	113	36	researchers	researcher	NOUN
crl-16824	113	37	need	need	VERB
crl-16824	113	38	to	to	PART
crl-16824	113	39	take	take	VERB
crl-16824	113	40	into	into	ADP
crl-16824	113	41	account	account	NOUN
crl-16824	113	42	when	when	SCONJ
crl-16824	113	43	planning	planning	NOUN
crl-16824	113	44	research	research	NOUN
crl-16824	113	45	design	design	NOUN
crl-16824	113	46	.	.	PUNCT
crl-16824	114	1	data	datum	NOUN
crl-16824	114	2	like	like	ADP
crl-16824	114	3	those	those	PRON
crl-16824	114	4	described	describe	VERB
crl-16824	114	5	here	here	ADV
crl-16824	114	6	can	can	AUX
crl-16824	114	7	be	be	AUX
crl-16824	114	8	used	use	VERB
crl-16824	114	9	by	by	ADP
crl-16824	114	10	librarians	librarian	NOUN
crl-16824	114	11	to	to	PART
crl-16824	114	12	demonstrate	demonstrate	VERB
crl-16824	114	13	the	the	DET
crl-16824	114	14	value	value	NOUN
crl-16824	114	15	of	of	ADP
crl-16824	114	16	their	their	PRON
crl-16824	114	17	work	work	NOUN
crl-16824	114	18	in	in	ADP
crl-16824	114	19	tangible	tangible	ADJ
crl-16824	114	20	terms	term	NOUN
crl-16824	114	21	that	that	PRON
crl-16824	114	22	communicate	communicate	VERB
crl-16824	114	23	to	to	ADP
crl-16824	114	24	administrators	administrator	NOUN
crl-16824	114	25	,	,	PUNCT
crl-16824	114	26	to	to	PART
crl-16824	114	27	advocate	advocate	VERB
crl-16824	114	28	for	for	ADP
crl-16824	114	29	additional	additional	ADJ
crl-16824	114	30	resources	resource	NOUN
crl-16824	114	31	,	,	PUNCT
crl-16824	114	32	and	and	CCONJ
crl-16824	114	33	to	to	PART
crl-16824	114	34	persuade	persuade	VERB
crl-16824	114	35	faculty	faculty	NOUN
crl-16824	114	36	of	of	ADP
crl-16824	114	37	the	the	DET
crl-16824	114	38	benefits	benefit	NOUN
crl-16824	114	39	of	of	ADP
crl-16824	114	40	library	library	ADJ
crl-16824	114	41	instruction	instruction	NOUN
crl-16824	114	42	to	to	ADP
crl-16824	114	43	their	their	PRON
crl-16824	114	44	students	student	NOUN
crl-16824	114	45	.	.	PUNCT
crl-16824	115	1	on	on	ADP
crl-16824	115	2	this	this	DET
crl-16824	115	3	campus	campus	NOUN
crl-16824	115	4	,	,	PUNCT
crl-16824	115	5	the	the	DET
crl-16824	115	6	next	next	ADJ
crl-16824	115	7	steps	step	NOUN
crl-16824	115	8	will	will	AUX
crl-16824	115	9	also	also	ADV
crl-16824	115	10	include	include	VERB
crl-16824	115	11	working	work	VERB
crl-16824	115	12	to	to	PART
crl-16824	115	13	build	build	VERB
crl-16824	115	14	consistent	consistent	ADJ
crl-16824	115	15	and	and	CCONJ
crl-16824	115	16	tiered	tiere	VERB
crl-16824	115	17	instruction	instruction	NOUN
crl-16824	115	18	in	in	ADP
crl-16824	115	19	departments	department	NOUN
crl-16824	115	20	where	where	SCONJ
crl-16824	115	21	a	a	DET
crl-16824	115	22	large	large	ADJ
crl-16824	115	23	number	number	NOUN
crl-16824	115	24	of	of	ADP
crl-16824	115	25	courses	course	NOUN
crl-16824	115	26	have	have	VERB
crl-16824	115	27	instruction	instruction	NOUN
crl-16824	115	28	,	,	PUNCT
crl-16824	115	29	in	in	ADP
crl-16824	115	30	order	order	NOUN
crl-16824	115	31	to	to	PART
crl-16824	115	32	reduce	reduce	VERB
crl-16824	115	33	the	the	DET
crl-16824	115	34	effect	effect	NOUN
crl-16824	115	35	of	of	ADP
crl-16824	115	36	“	"	PUNCT
crl-16824	115	37	i	i	PRON
crl-16824	115	38	’ve	’ve	AUX
crl-16824	115	39	heard	hear	VERB
crl-16824	115	40	this	this	PRON
crl-16824	115	41	before	before	ADV
crl-16824	115	42	!	!	PUNCT
crl-16824	115	43	”	"	PUNCT
crl-16824	116	1	one	one	NUM
crl-16824	116	2	of	of	ADP
crl-16824	116	3	the	the	DET
crl-16824	116	4	advantages	advantage	NOUN
crl-16824	116	5	of	of	ADP
crl-16824	116	6	conducting	conduct	VERB
crl-16824	116	7	research	research	NOUN
crl-16824	116	8	such	such	ADJ
crl-16824	116	9	as	as	ADP
crl-16824	116	10	this	this	PRON
crl-16824	116	11	is	be	AUX
crl-16824	116	12	that	that	SCONJ
crl-16824	116	13	librarians	librarian	NOUN
crl-16824	116	14	do	do	AUX
crl-16824	116	15	not	not	PART
crl-16824	116	16	have	have	VERB
crl-16824	116	17	to	to	PART
crl-16824	116	18	collect	collect	VERB
crl-16824	116	19	additional	additional	ADJ
crl-16824	116	20	data	datum	NOUN
crl-16824	116	21	beyond	beyond	ADP
crl-16824	116	22	what	what	PRON
crl-16824	116	23	the	the	DET
crl-16824	116	24	institution	institution	NOUN
crl-16824	116	25	already	already	ADV
crl-16824	116	26	tracks	track	VERB
crl-16824	116	27	and	and	CCONJ
crl-16824	116	28	stores	store	NOUN
crl-16824	116	29	.	.	PUNCT
crl-16824	117	1	after	after	ADP
crl-16824	117	2	receiving	receive	VERB
crl-16824	117	3	irb	irb	NOUN
crl-16824	117	4	approval	approval	NOUN
crl-16824	117	5	and	and	CCONJ
crl-16824	117	6	safeguarding	safeguard	VERB
crl-16824	117	7	participants	participant	NOUN
crl-16824	117	8	’	'	PUNCT
crl-16824	117	9	privacy	privacy	NOUN
crl-16824	117	10	by	by	ADP
crl-16824	117	11	removing	remove	VERB
crl-16824	117	12	student	student	NOUN
crl-16824	117	13	identification	identification	NOUN
crl-16824	117	14	numbers	number	NOUN
crl-16824	117	15	and	and	CCONJ
crl-16824	117	16	anonymizing	anonymize	VERB
crl-16824	117	17	the	the	DET
crl-16824	117	18	major	major	ADJ
crl-16824	117	19	codes	code	NOUN
crl-16824	117	20	,	,	PUNCT
crl-16824	117	21	researchers	researcher	NOUN
crl-16824	117	22	can	can	AUX
crl-16824	117	23	tap	tap	VERB
crl-16824	117	24	into	into	ADP
crl-16824	117	25	a	a	DET
crl-16824	117	26	source	source	NOUN
crl-16824	117	27	of	of	ADP
crl-16824	117	28	data	datum	NOUN
crl-16824	117	29	that	that	PRON
crl-16824	117	30	exists	exist	VERB
crl-16824	117	31	on	on	ADP
crl-16824	117	32	all	all	DET
crl-16824	117	33	college	college	NOUN
crl-16824	117	34	and	and	CCONJ
crl-16824	117	35	university	university	NOUN
crl-16824	117	36	campuses	campus	NOUN
crl-16824	117	37	.	.	PUNCT
crl-16824	118	1	similar	similar	ADJ
crl-16824	118	2	studies	study	NOUN
crl-16824	118	3	could	could	AUX
crl-16824	118	4	easily	easily	ADV
crl-16824	118	5	be	be	AUX
crl-16824	118	6	performed	perform	VERB
crl-16824	118	7	across	across	ADP
crl-16824	118	8	a	a	DET
crl-16824	118	9	variety	variety	NOUN
crl-16824	118	10	of	of	ADP
crl-16824	118	11	campuses	campus	NOUN
crl-16824	118	12	,	,	PUNCT
crl-16824	118	13	and	and	CCONJ
crl-16824	118	14	indeed	indeed	ADV
crl-16824	118	15	,	,	PUNCT
crl-16824	118	16	several	several	ADJ
crl-16824	118	17	have	have	AUX
crl-16824	118	18	already	already	ADV
crl-16824	118	19	been	be	AUX
crl-16824	118	20	done	do	VERB
crl-16824	118	21	,	,	PUNCT
crl-16824	118	22	as	as	SCONJ
crl-16824	118	23	documented	document	VERB
crl-16824	118	24	above	above	ADV
crl-16824	118	25	in	in	ADP
crl-16824	118	26	the	the	DET
crl-16824	118	27	review	review	NOUN
crl-16824	118	28	of	of	ADP
crl-16824	118	29	the	the	DET
crl-16824	118	30	literature	literature	NOUN
crl-16824	118	31	.	.	PUNCT
crl-16824	119	1	future	future	ADJ
crl-16824	119	2	research	research	NOUN
crl-16824	119	3	could	could	AUX
crl-16824	119	4	control	control	VERB
crl-16824	119	5	for	for	ADP
crl-16824	119	6	both	both	DET
crl-16824	119	7	students	student	NOUN
crl-16824	119	8	’	'	PUNCT
crl-16824	119	9	demographics	demographic	NOUN
crl-16824	119	10	and	and	CCONJ
crl-16824	119	11	pre	pre	ADJ
crl-16824	119	12	-	-	ADJ
crl-16824	119	13	college	college	ADJ
crl-16824	119	14	preparation	preparation	NOUN
crl-16824	119	15	(	(	PUNCT
crl-16824	120	1	as	as	SCONJ
crl-16824	120	2	soria	soria	PROPN
crl-16824	120	3	et	et	PROPN
crl-16824	120	4	al	al	PROPN
crl-16824	120	5	.	.	PROPN
crl-16824	120	6	did	do	VERB
crl-16824	120	7	so	so	ADV
crl-16824	120	8	thoroughly	thoroughly	ADV
crl-16824	120	9	in	in	ADP
crl-16824	120	10	their	their	PRON
crl-16824	120	11	work	work	NOUN
crl-16824	120	12	at	at	ADP
crl-16824	120	13	the	the	DET
crl-16824	120	14	university	university	PROPN
crl-16824	120	15	of	of	ADP
crl-16824	120	16	minnesota	minnesota	PROPN
crl-16824	120	17	)	)	PUNCT
crl-16824	120	18	,	,	PUNCT
crl-16824	120	19	as	as	ADV
crl-16824	120	20	well	well	ADV
crl-16824	120	21	as	as	ADP
crl-16824	120	22	students	student	NOUN
crl-16824	120	23	’	’	PART
crl-16824	120	24	majors	major	NOUN
crl-16824	120	25	and	and	CCONJ
crl-16824	120	26	departmental	departmental	ADJ
crl-16824	120	27	grading	grading	NOUN
crl-16824	120	28	standards	standard	NOUN
crl-16824	120	29	.	.	PUNCT
crl-16824	121	1	the	the	DET
crl-16824	121	2	authors	author	NOUN
crl-16824	121	3	would	would	AUX
crl-16824	121	4	also	also	ADV
crl-16824	121	5	like	like	VERB
crl-16824	121	6	to	to	PART
crl-16824	121	7	repeat	repeat	VERB
crl-16824	121	8	this	this	DET
crl-16824	121	9	study	study	NOUN
crl-16824	121	10	with	with	ADP
crl-16824	121	11	a	a	DET
crl-16824	121	12	larger	large	ADJ
crl-16824	121	13	set	set	NOUN
crl-16824	121	14	of	of	ADP
crl-16824	121	15	student	student	NOUN
crl-16824	121	16	data	datum	NOUN
crl-16824	121	17	to	to	PART
crl-16824	121	18	investigate	investigate	VERB
crl-16824	121	19	whether	whether	SCONJ
crl-16824	121	20	students	student	NOUN
crl-16824	121	21	’	'	PUNCT
crl-16824	121	22	gpas	gpa	NOUN
crl-16824	121	23	truly	truly	ADV
crl-16824	121	24	do	do	AUX
crl-16824	121	25	increase	increase	VERB
crl-16824	121	26	dramatically	dramatically	ADV
crl-16824	121	27	with	with	ADP
crl-16824	121	28	large	large	ADJ
crl-16824	121	29	amounts	amount	NOUN
crl-16824	121	30	of	of	ADP
crl-16824	121	31	library	library	ADJ
crl-16824	121	32	instruction	instruction	NOUN
crl-16824	121	33	,	,	PUNCT
crl-16824	121	34	as	as	SCONJ
crl-16824	121	35	the	the	DET
crl-16824	121	36	data	datum	NOUN
crl-16824	121	37	reported	report	VERB
crl-16824	121	38	here	here	ADV
crl-16824	121	39	appear	appear	VERB
crl-16824	121	40	to	to	PART
crl-16824	121	41	suggest	suggest	VERB
crl-16824	121	42	,	,	PUNCT
crl-16824	121	43	or	or	CCONJ
crl-16824	121	44	whether	whether	SCONJ
crl-16824	121	45	that	that	DET
crl-16824	121	46	increase	increase	NOUN
crl-16824	121	47	was	be	AUX
crl-16824	121	48	a	a	DET
crl-16824	121	49	statistical	statistical	ADJ
crl-16824	121	50	anomaly	anomaly	NOUN
crl-16824	121	51	that	that	PRON
crl-16824	121	52	disappears	disappear	VERB
crl-16824	121	53	with	with	ADP
crl-16824	121	54	a	a	DET
crl-16824	121	55	larger	large	ADJ
crl-16824	121	56	data	datum	NOUN
crl-16824	121	57	set	set	VERB
crl-16824	121	58	.	.	PUNCT
crl-16824	122	1	a	a	DET
crl-16824	122	2	larger	large	ADJ
crl-16824	122	3	data	datum	NOUN
crl-16824	122	4	set	set	NOUN
crl-16824	122	5	would	would	AUX
crl-16824	122	6	also	also	ADV
crl-16824	122	7	increase	increase	VERB
crl-16824	122	8	the	the	DET
crl-16824	122	9	number	number	NOUN
crl-16824	122	10	of	of	ADP
crl-16824	122	11	individual	individual	ADJ
crl-16824	122	12	majors	major	NOUN
crl-16824	122	13	with	with	ADP
crl-16824	122	14	enough	enough	ADJ
crl-16824	122	15	data	datum	NOUN
crl-16824	122	16	points	point	NOUN
crl-16824	122	17	to	to	PART
crl-16824	122	18	perform	perform	VERB
crl-16824	122	19	t	t	NOUN
crl-16824	122	20	-	-	PUNCT
crl-16824	122	21	tests	test	NOUN
crl-16824	122	22	on	on	ADP
crl-16824	122	23	students	student	NOUN
crl-16824	122	24	within	within	ADP
crl-16824	122	25	that	that	DET
crl-16824	122	26	major	major	NOUN
crl-16824	122	27	.	.	PUNCT
crl-16824	123	1	the	the	DET
crl-16824	123	2	authors	author	NOUN
crl-16824	123	3	’	’	PART
crl-16824	123	4	hope	hope	NOUN
crl-16824	123	5	is	be	AUX
crl-16824	123	6	that	that	DET
crl-16824	123	7	future	future	ADJ
crl-16824	123	8	research	research	NOUN
crl-16824	123	9	on	on	ADP
crl-16824	123	10	this	this	DET
crl-16824	123	11	746	746	NUM
crl-16824	123	12	college	college	PROPN
crl-16824	123	13	&	&	CCONJ
crl-16824	123	14	research	research	PROPN
crl-16824	123	15	libraries	library	NOUN
crl-16824	123	16	september	september	PROPN
crl-16824	123	17	2018	2018	NUM
crl-16824	123	18	campus	campus	NOUN
crl-16824	123	19	,	,	PUNCT
crl-16824	123	20	or	or	CCONJ
crl-16824	123	21	on	on	ADP
crl-16824	123	22	campuses	campus	NOUN
crl-16824	123	23	with	with	ADP
crl-16824	123	24	larger	large	ADJ
crl-16824	123	25	undergraduate	undergraduate	NOUN
crl-16824	123	26	student	student	NOUN
crl-16824	123	27	bodies	body	NOUN
crl-16824	123	28	,	,	PUNCT
crl-16824	123	29	would	would	AUX
crl-16824	123	30	help	help	VERB
crl-16824	123	31	to	to	PART
crl-16824	123	32	clarify	clarify	VERB
crl-16824	123	33	the	the	DET
crl-16824	123	34	extent	extent	NOUN
crl-16824	123	35	and	and	CCONJ
crl-16824	123	36	range	range	NOUN
crl-16824	123	37	of	of	ADP
crl-16824	123	38	the	the	DET
crl-16824	123	39	correlation	correlation	NOUN
crl-16824	123	40	between	between	ADP
crl-16824	123	41	library	library	NOUN
crl-16824	123	42	instruction	instruction	NOUN
crl-16824	123	43	and	and	CCONJ
crl-16824	123	44	graduating	graduating	NOUN
crl-16824	123	45	students	student	NOUN
crl-16824	123	46	’	'	PUNCT
crl-16824	123	47	grade	grade	NOUN
crl-16824	123	48	point	point	NOUN
crl-16824	123	49	average	average	NOUN
crl-16824	123	50	.	.	PUNCT
crl-16824	124	1	acknowledgements	acknowledgement	NOUN
crl-16824	124	2	the	the	DET
crl-16824	124	3	authors	author	NOUN
crl-16824	124	4	gratefully	gratefully	ADV
crl-16824	124	5	acknowledge	acknowledge	VERB
crl-16824	124	6	the	the	DET
crl-16824	124	7	assistance	assistance	NOUN
crl-16824	124	8	and	and	CCONJ
crl-16824	124	9	contributions	contribution	NOUN
crl-16824	124	10	of	of	ADP
crl-16824	124	11	daniel	daniel	PROPN
crl-16824	124	12	flowers	flower	NOUN
crl-16824	124	13	,	,	PUNCT
crl-16824	124	14	director	director	NOUN
crl-16824	124	15	of	of	ADP
crl-16824	124	16	institutional	institutional	ADJ
crl-16824	124	17	research	research	NOUN
crl-16824	124	18	and	and	CCONJ
crl-16824	124	19	assessment	assessment	NOUN
crl-16824	124	20	and	and	CCONJ
crl-16824	124	21	todd	todd	PROPN
crl-16824	124	22	norris	norris	PROPN
crl-16824	124	23	,	,	PUNCT
crl-16824	124	24	college	college	NOUN
crl-16824	124	25	registrar	registrar	NOUN
crl-16824	124	26	.	.	PUNCT
crl-16824	125	1	notes	note	VERB
crl-16824	125	2	1	1	NUM
crl-16824	125	3	.	.	PUNCT
crl-16824	125	4	association	association	NOUN
crl-16824	125	5	of	of	ADP
crl-16824	125	6	college	college	PROPN
crl-16824	125	7	and	and	CCONJ
crl-16824	125	8	research	research	NOUN
crl-16824	125	9	libraries	library	NOUN
crl-16824	125	10	,	,	PUNCT
crl-16824	125	11	“	"	PUNCT
crl-16824	125	12	acrl	acrl	NOUN
crl-16824	125	13	value	value	NOUN
crl-16824	125	14	of	of	ADP
crl-16824	125	15	academic	academic	ADJ
crl-16824	125	16	libraries	library	NOUN
crl-16824	125	17	,	,	PUNCT
crl-16824	125	18	”	"	PUNCT
crl-16824	125	19	accessed	access	VERB
crl-16824	125	20	october	october	PROPN
crl-16824	125	21	28	28	NUM
crl-16824	125	22	,	,	PUNCT
crl-16824	125	23	2016	2016	NUM
crl-16824	125	24	,	,	PUNCT
crl-16824	125	25	http://www.acrl.ala.org/value/	http://www.acrl.ala.org/value/	NOUN
crl-16824	125	26	.	.	PUNCT
crl-16824	126	1	2	2	X
crl-16824	126	2	.	.	X
crl-16824	126	3	krista	krista	PROPN
crl-16824	126	4	m.	m.	PROPN
crl-16824	126	5	soria	soria	PROPN
crl-16824	126	6	,	,	PUNCT
crl-16824	126	7	jan	jan	PROPN
crl-16824	126	8	fransen	fransen	PROPN
crl-16824	126	9	,	,	PUNCT
crl-16824	126	10	and	and	CCONJ
crl-16824	126	11	shane	shane	PROPN
crl-16824	126	12	nackerud	nackerud	PROPN
crl-16824	126	13	,	,	PUNCT
crl-16824	126	14	“	"	PUNCT
crl-16824	126	15	library	library	NOUN
crl-16824	126	16	use	use	NOUN
crl-16824	126	17	and	and	CCONJ
crl-16824	126	18	undergraduate	undergraduate	ADJ
crl-16824	126	19	student	student	NOUN
crl-16824	126	20	outcomes	outcome	NOUN
crl-16824	126	21	:	:	PUNCT
crl-16824	126	22	new	new	ADJ
crl-16824	126	23	evidence	evidence	NOUN
crl-16824	126	24	for	for	ADP
crl-16824	126	25	students	student	NOUN
crl-16824	126	26	’	'	PUNCT
crl-16824	126	27	retention	retention	NOUN
crl-16824	126	28	and	and	CCONJ
crl-16824	126	29	academic	academic	ADJ
crl-16824	126	30	success	success	NOUN
crl-16824	126	31	,	,	PUNCT
crl-16824	126	32	”	"	PUNCT
crl-16824	126	33	portal	portal	ADJ
crl-16824	126	34	:	:	PUNCT
crl-16824	126	35	libraries	library	NOUN
crl-16824	126	36	and	and	CCONJ
crl-16824	126	37	the	the	DET
crl-16824	126	38	academy	academy	NOUN
crl-16824	126	39	13	13	NUM
crl-16824	126	40	(	(	PUNCT
crl-16824	126	41	apr	apr	PROPN
crl-16824	126	42	.	.	PROPN
crl-16824	126	43	2013	2013	NUM
crl-16824	126	44	):	):	PUNCT
crl-16824	126	45	147	147	NUM
crl-16824	126	46	-	-	SYM
crl-16824	126	47	164	164	NUM
crl-16824	126	48	,	,	PUNCT
crl-16824	126	49	accessed	access	VERB
crl-16824	126	50	april	april	PROPN
crl-16824	126	51	21	21	NUM
crl-16824	126	52	,	,	PUNCT
crl-16824	126	53	2017	2017	NUM
crl-16824	126	54	,	,	PUNCT
crl-16824	126	55	doi	doi	NOUN
crl-16824	126	56	:	:	PUNCT
crl-16824	126	57	10.1353	10.1353	NUM
crl-16824	126	58	/	/	SYM
crl-16824	126	59	pla.2013.0010	pla.2013.0010	PROPN
crl-16824	126	60	.	.	PUNCT
crl-16824	127	1	3	3	X
crl-16824	127	2	.	.	X
crl-16824	127	3	shun	shun	PROPN
crl-16824	127	4	han	han	PROPN
crl-16824	127	5	rebekah	rebekah	PROPN
crl-16824	127	6	wong	wong	PROPN
crl-16824	127	7	and	and	CCONJ
crl-16824	127	8	dianne	dianne	PROPN
crl-16824	127	9	cmor	cmor	PROPN
crl-16824	127	10	,	,	PUNCT
crl-16824	127	11	“	"	PUNCT
crl-16824	127	12	measuring	measure	VERB
crl-16824	127	13	association	association	NOUN
crl-16824	127	14	between	between	ADP
crl-16824	127	15	library	library	NOUN
crl-16824	127	16	instruction	instruction	NOUN
crl-16824	127	17	and	and	CCONJ
crl-16824	127	18	graduation	graduation	NOUN
crl-16824	127	19	gpa	gpa	PROPN
crl-16824	127	20	,	,	PUNCT
crl-16824	127	21	”	"	PUNCT
crl-16824	127	22	college	college	NOUN
crl-16824	127	23	and	and	CCONJ
crl-16824	127	24	research	research	NOUN
crl-16824	127	25	libraries	library	NOUN
crl-16824	127	26	72	72	NUM
crl-16824	127	27	(	(	PUNCT
crl-16824	127	28	sept	sept	PROPN
crl-16824	127	29	.	.	PROPN
crl-16824	127	30	2011	2011	NUM
crl-16824	127	31	):	):	PUNCT
crl-16824	127	32	464	464	NUM
crl-16824	127	33	-	-	SYM
crl-16824	127	34	473	473	NUM
crl-16824	127	35	,	,	PUNCT
crl-16824	127	36	accessed	access	VERB
crl-16824	127	37	october	october	PROPN
crl-16824	127	38	28	28	NUM
crl-16824	127	39	,	,	PUNCT
crl-16824	127	40	2016	2016	NUM
crl-16824	127	41	,	,	PUNCT
crl-16824	127	42	doi	doi	NOUN
crl-16824	127	43	:	:	PUNCT
crl-16824	127	44	10.5860	10.5860	NUM
crl-16824	127	45	/	/	SYM
crl-16824	127	46	crl-151	crl-151	NOUN
crl-16824	127	47	;	;	PUNCT
crl-16824	127	48	melissa	melissa	PROPN
crl-16824	127	49	bowles	bowles	PROPN
crl-16824	127	50	-	-	PUNCT
crl-16824	127	51	terry	terry	PROPN
crl-16824	127	52	,	,	PUNCT
crl-16824	127	53	“	"	PUNCT
crl-16824	127	54	library	library	ADJ
crl-16824	127	55	instruction	instruction	NOUN
crl-16824	127	56	and	and	CCONJ
crl-16824	127	57	academic	academic	ADJ
crl-16824	127	58	success	success	NOUN
crl-16824	127	59	:	:	PUNCT
crl-16824	127	60	a	a	DET
crl-16824	127	61	mixed	mix	VERB
crl-16824	127	62	-	-	PUNCT
crl-16824	127	63	methods	method	NOUN
crl-16824	127	64	assessment	assessment	NOUN
crl-16824	127	65	of	of	ADP
crl-16824	127	66	a	a	DET
crl-16824	127	67	library	library	NOUN
crl-16824	127	68	instruction	instruction	NOUN
crl-16824	127	69	program	program	NOUN
crl-16824	127	70	,	,	PUNCT
crl-16824	127	71	”	"	PUNCT
crl-16824	127	72	evidence	evidence	NOUN
crl-16824	127	73	based	base	VERB
crl-16824	127	74	library	library	NOUN
crl-16824	127	75	and	and	CCONJ
crl-16824	127	76	information	information	NOUN
crl-16824	127	77	practice	practice	NOUN
crl-16824	127	78	7	7	NUM
crl-16824	127	79	(	(	PUNCT
crl-16824	127	80	2012	2012	NUM
crl-16824	127	81	):	):	PUNCT
crl-16824	127	82	82	82	NUM
crl-16824	127	83	-	-	SYM
crl-16824	127	84	95	95	NUM
crl-16824	127	85	,	,	PUNCT
crl-16824	127	86	accessed	access	VERB
crl-16824	127	87	april	april	PROPN
crl-16824	127	88	21	21	NUM
crl-16824	127	89	,	,	PUNCT
crl-16824	127	90	2017	2017	NUM
crl-16824	127	91	,	,	PUNCT
crl-16824	127	92	doi	doi	NOUN
crl-16824	127	93	:	:	PUNCT
crl-16824	127	94	10.18438	10.18438	NUM
crl-16824	127	95	/	/	SYM
crl-16824	127	96	b8ps4d	b8ps4d	NOUN
crl-16824	127	97	.	.	NOUN
crl-16824	127	98	4	4	NUM
crl-16824	127	99	.	.	X
crl-16824	127	100	b.	b.	PROPN
crl-16824	127	101	curtis	curtis	PROPN
crl-16824	127	102	eaton	eaton	PROPN
crl-16824	127	103	and	and	CCONJ
crl-16824	127	104	mukesh	mukesh	PROPN
crl-16824	127	105	eswaran	eswaran	NOUN
crl-16824	127	106	,	,	PUNCT
crl-16824	127	107	“	"	PUNCT
crl-16824	127	108	differential	differential	ADJ
crl-16824	127	109	grading	grading	NOUN
crl-16824	127	110	standards	standard	NOUN
crl-16824	127	111	and	and	CCONJ
crl-16824	127	112	student	student	NOUN
crl-16824	127	113	incentives	incentive	NOUN
crl-16824	127	114	,	,	PUNCT
crl-16824	127	115	”	"	PUNCT
crl-16824	127	116	canadian	canadian	ADJ
crl-16824	127	117	public	public	ADJ
crl-16824	127	118	policy	policy	NOUN
crl-16824	127	119	/	/	SYM
crl-16824	127	120	analyse	analyse	NOUN
crl-16824	127	121	de	de	X
crl-16824	127	122	politiques	politiques	X
crl-16824	127	123	34	34	NUM
crl-16824	127	124	(	(	PUNCT
crl-16824	127	125	june	june	PROPN
crl-16824	127	126	2008	2008	NUM
crl-16824	127	127	)	)	PUNCT
crl-16824	127	128	,	,	PUNCT
crl-16824	127	129	222	222	NUM
crl-16824	127	130	,	,	PUNCT
crl-16824	127	131	accessed	access	VERB
crl-16824	127	132	april	april	PROPN
crl-16824	127	133	21	21	NUM
crl-16824	127	134	,	,	PUNCT
crl-16824	127	135	2017	2017	NUM
crl-16824	127	136	,	,	PUNCT
crl-16824	127	137	doi	doi	NOUN
crl-16824	127	138	:	:	PUNCT
crl-16824	127	139	10.3138	10.3138	NUM
crl-16824	127	140	/	/	SYM
crl-16824	127	141	cpp.34.2.215	cpp.34.2.215	NOUN
crl-16824	127	142	.	.	NOUN
crl-16824	127	143	5	5	NUM
crl-16824	127	144	.	.	PUNCT
crl-16824	127	145	stuart	stuart	PROPN
crl-16824	127	146	rojstaczer	rojstaczer	PROPN
crl-16824	127	147	and	and	CCONJ
crl-16824	127	148	christopher	christopher	PROPN
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crl-16824	127	150	,	,	PUNCT
crl-16824	127	151	“	"	PUNCT
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crl-16824	127	155	ordinary	ordinary	ADJ
crl-16824	127	156	:	:	PUNCT
crl-16824	127	157	the	the	DET
crl-16824	127	158	evolution	evolution	NOUN
crl-16824	127	159	of	of	ADP
crl-16824	127	160	american	american	PROPN
crl-16824	127	161	college	college	PROPN
crl-16824	127	162	and	and	CCONJ
crl-16824	127	163	university	university	NOUN
crl-16824	127	164	grading	grading	NOUN
crl-16824	127	165	,	,	PUNCT
crl-16824	127	166	1940	1940	NUM
crl-16824	127	167	-	-	SYM
crl-16824	127	168	2009	2009	NUM
crl-16824	127	169	,	,	PUNCT
crl-16824	127	170	”	"	PUNCT
crl-16824	127	171	teachers	teacher	NOUN
crl-16824	127	172	college	college	PROPN
crl-16824	127	173	record	record	NOUN
crl-16824	127	174	114	114	NUM
crl-16824	127	175	(	(	PUNCT
crl-16824	127	176	2012	2012	NUM
crl-16824	127	177	):	):	PUNCT
crl-16824	127	178	1	1	NUM
crl-16824	127	179	-	-	SYM
crl-16824	127	180	23	23	NUM
crl-16824	127	181	,	,	PUNCT
crl-16824	127	182	accessed	access	VERB
crl-16824	127	183	april	april	PROPN
crl-16824	127	184	21	21	NUM
crl-16824	127	185	,	,	PUNCT
crl-16824	127	186	2017	2017	NUM
crl-16824	127	187	.	.	PUNCT
crl-16824	128	1	6	6	NUM
crl-16824	128	2	.	.	X
crl-16824	128	3	bowles	bowles	PROPN
crl-16824	128	4	-	-	PUNCT
crl-16824	128	5	terry	terry	PROPN
crl-16824	128	6	,	,	PUNCT
crl-16824	128	7	“	"	PUNCT
crl-16824	128	8	library	library	ADJ
crl-16824	128	9	instruction	instruction	NOUN
crl-16824	128	10	and	and	CCONJ
crl-16824	128	11	academic	academic	ADJ
crl-16824	128	12	success	success	NOUN
crl-16824	128	13	,	,	PUNCT
crl-16824	128	14	”	"	PUNCT
crl-16824	128	15	84	84	NUM
crl-16824	128	16	.	.	PUNCT
crl-16824	129	1	7	7	X
crl-16824	129	2	.	.	X
crl-16824	129	3	joseph	joseph	PROPN
crl-16824	129	4	r.	r.	PROPN
crl-16824	129	5	matthews	matthews	PROPN
crl-16824	129	6	,	,	PUNCT
crl-16824	129	7	library	library	ADJ
crl-16824	129	8	assessment	assessment	NOUN
crl-16824	129	9	in	in	ADP
crl-16824	129	10	higher	high	ADJ
crl-16824	129	11	education	education	NOUN
crl-16824	129	12	,	,	PUNCT
crl-16824	129	13	(	(	PUNCT
crl-16824	129	14	westport	westport	PROPN
crl-16824	129	15	,	,	PUNCT
crl-16824	129	16	ct	ct	PROPN
crl-16824	129	17	:	:	PUNCT
crl-16824	129	18	greenwood	greenwood	PROPN
crl-16824	129	19	,	,	PUNCT
crl-16824	129	20	2007	2007	NUM
crl-16824	129	21	)	)	PUNCT
crl-16824	129	22	.	.	PUNCT
crl-16824	130	1	8	8	X
crl-16824	130	2	.	.	X
crl-16824	130	3	megan	megan	NOUN
crl-16824	130	4	oakleaf	oakleaf	NOUN
crl-16824	130	5	,	,	PUNCT
crl-16824	130	6	value	value	NOUN
crl-16824	130	7	of	of	ADP
crl-16824	130	8	academic	academic	ADJ
crl-16824	130	9	libraries	library	NOUN
crl-16824	130	10	:	:	PUNCT
crl-16824	130	11	a	a	DET
crl-16824	130	12	comprehensive	comprehensive	ADJ
crl-16824	130	13	research	research	NOUN
crl-16824	130	14	review	review	NOUN
crl-16824	130	15	and	and	CCONJ
crl-16824	130	16	report	report	NOUN
crl-16824	130	17	,	,	PUNCT
crl-16824	130	18	(	(	PUNCT
crl-16824	130	19	chicago	chicago	PROPN
crl-16824	130	20	,	,	PUNCT
crl-16824	130	21	il	il	PROPN
crl-16824	130	22	:	:	PUNCT
crl-16824	130	23	association	association	NOUN
crl-16824	130	24	of	of	ADP
crl-16824	130	25	college	college	PROPN
crl-16824	130	26	and	and	CCONJ
crl-16824	130	27	research	research	NOUN
crl-16824	130	28	libraries	library	NOUN
crl-16824	130	29	,	,	PUNCT
crl-16824	130	30	2010	2010	NUM
crl-16824	130	31	)	)	PUNCT
crl-16824	130	32	.	.	PUNCT
crl-16824	131	1	9	9	X
crl-16824	131	2	.	.	X
crl-16824	131	3	bowles	bowles	PROPN
crl-16824	131	4	-	-	PUNCT
crl-16824	131	5	terry	terry	PROPN
crl-16824	131	6	,	,	PUNCT
crl-16824	131	7	“	"	PUNCT
crl-16824	131	8	library	library	ADJ
crl-16824	131	9	instruction	instruction	NOUN
crl-16824	131	10	and	and	CCONJ
crl-16824	131	11	academic	academic	ADJ
crl-16824	131	12	success	success	NOUN
crl-16824	131	13	,	,	PUNCT
crl-16824	131	14	”	"	PUNCT
crl-16824	131	15	88	88	NUM
crl-16824	131	16	.	.	PUNCT
crl-16824	131	17	10	10	NUM
crl-16824	131	18	.	.	X
crl-16824	132	1	wong	wong	PROPN
crl-16824	132	2	and	and	CCONJ
crl-16824	132	3	cmor	cmor	PROPN
crl-16824	132	4	,	,	PUNCT
crl-16824	132	5	“	"	PUNCT
crl-16824	132	6	measuring	measure	VERB
crl-16824	132	7	association	association	NOUN
crl-16824	132	8	,	,	PUNCT
crl-16824	132	9	”	"	PUNCT
crl-16824	132	10	470	470	NUM
crl-16824	132	11	.	.	PUNCT
crl-16824	132	12	11	11	NUM
crl-16824	132	13	.	.	PUNCT
crl-16824	132	14	felly	felly	ADV
crl-16824	132	15	chiteng	chiteng	PROPN
crl-16824	132	16	kot	kot	PROPN
crl-16824	132	17	and	and	CCONJ
crl-16824	132	18	jennifer	jennifer	PROPN
crl-16824	132	19	l.	l.	PROPN
crl-16824	132	20	jones	jones	PROPN
crl-16824	132	21	,	,	PUNCT
crl-16824	132	22	“	"	PUNCT
crl-16824	132	23	the	the	DET
crl-16824	132	24	impact	impact	NOUN
crl-16824	132	25	of	of	ADP
crl-16824	132	26	library	library	ADJ
crl-16824	132	27	resource	resource	NOUN
crl-16824	132	28	utilization	utilization	NOUN
crl-16824	132	29	on	on	ADP
crl-16824	132	30	undergraduate	undergraduate	ADJ
crl-16824	132	31	students	student	NOUN
crl-16824	132	32	’	'	PUNCT
crl-16824	132	33	academic	academic	ADJ
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crl-16824	132	35	:	:	PUNCT
crl-16824	132	36	a	a	DET
crl-16824	132	37	propensity	propensity	NOUN
crl-16824	132	38	score	score	NOUN
crl-16824	132	39	matching	matching	NOUN
crl-16824	132	40	design	design	NOUN
crl-16824	132	41	,	,	PUNCT
crl-16824	132	42	”	"	PUNCT
crl-16824	132	43	college	college	NOUN
crl-16824	132	44	and	and	CCONJ
crl-16824	132	45	research	research	NOUN
crl-16824	132	46	libraries	library	NOUN
crl-16824	132	47	76	76	NUM
crl-16824	132	48	(	(	PUNCT
crl-16824	132	49	july	july	PROPN
crl-16824	132	50	2015	2015	NUM
crl-16824	132	51	):	):	PUNCT
crl-16824	132	52	566	566	NUM
crl-16824	132	53	-	-	SYM
crl-16824	132	54	586	586	NUM
crl-16824	132	55	,	,	PUNCT
crl-16824	132	56	accessed	access	VERB
crl-16824	132	57	april	april	PROPN
crl-16824	132	58	21	21	NUM
crl-16824	132	59	,	,	PUNCT
crl-16824	132	60	2017	2017	NUM
crl-16824	132	61	,	,	PUNCT
crl-16824	132	62	doi	doi	NOUN
crl-16824	132	63	:	:	PUNCT
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crl-16824	132	65	/	/	SYM
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crl-16824	132	67	.	.	PROPN
crl-16824	132	68	12	12	NUM
crl-16824	132	69	.	.	PUNCT
crl-16824	132	70	ibid	ibid	NOUN
crl-16824	132	71	.	.	PUNCT
crl-16824	133	1	,	,	PUNCT
crl-16824	133	2	573	573	NUM
crl-16824	133	3	.	.	NOUN
crl-16824	133	4	13	13	NUM
crl-16824	133	5	.	.	PUNCT
crl-16824	133	6	soria	soria	PROPN
crl-16824	133	7	,	,	PUNCT
crl-16824	133	8	fransen	fransen	ADJ
crl-16824	133	9	,	,	PUNCT
crl-16824	133	10	and	and	CCONJ
crl-16824	133	11	nackerud	nackerud	VERB
crl-16824	133	12	,	,	PUNCT
crl-16824	133	13	“	"	PUNCT
crl-16824	133	14	library	library	NOUN
crl-16824	133	15	use	use	NOUN
crl-16824	133	16	and	and	CCONJ
crl-16824	133	17	undergraduate	undergraduate	ADJ
crl-16824	133	18	student	student	NOUN
crl-16824	133	19	outcomes	outcome	NOUN
crl-16824	133	20	.	.	PUNCT
crl-16824	133	21	”	"	PUNCT
crl-16824	134	1	14	14	NUM
crl-16824	134	2	.	.	PUNCT
crl-16824	134	3	ibid	ibid	PROPN
crl-16824	134	4	.	.	PUNCT
crl-16824	134	5	,	,	PUNCT
crl-16824	134	6	155	155	NUM
crl-16824	134	7	.	.	NOUN
crl-16824	134	8	15	15	NUM
crl-16824	134	9	.	.	X
crl-16824	135	1	ibid	ibid	NOUN
crl-16824	135	2	.	.	PUNCT
crl-16824	136	1	,	,	PUNCT
crl-16824	136	2	160	160	NUM
crl-16824	136	3	-	-	SYM
crl-16824	136	4	161	161	NUM
crl-16824	136	5	.	.	PUNCT
crl-16824	137	1	16	16	NUM
crl-16824	137	2	.	.	PUNCT
crl-16824	138	1	deeann	deeann	PROPN
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crl-16824	138	3	,	,	PUNCT
crl-16824	138	4	“	"	PUNCT
crl-16824	138	5	measuring	measure	VERB
crl-16824	138	6	the	the	DET
crl-16824	138	7	academic	academic	ADJ
crl-16824	138	8	impact	impact	NOUN
crl-16824	138	9	of	of	ADP
crl-16824	138	10	libraries	library	NOUN
crl-16824	138	11	,	,	PUNCT
crl-16824	138	12	”	"	PUNCT
crl-16824	138	13	portal	portal	ADJ
crl-16824	138	14	:	:	PUNCT
crl-16824	138	15	libraries	library	NOUN
crl-16824	138	16	and	and	CCONJ
crl-16824	138	17	the	the	DET
crl-16824	138	18	academy	academy	NOUN
crl-16824	138	19	15	15	NUM
crl-16824	138	20	(	(	PUNCT
crl-16824	138	21	jan	jan	PROPN
crl-16824	138	22	.	.	PROPN
crl-16824	138	23	2015	2015	NUM
crl-16824	138	24	):	):	PUNCT
crl-16824	138	25	29	29	NUM
crl-16824	138	26	-	-	SYM
crl-16824	138	27	40	40	NUM
crl-16824	138	28	,	,	PUNCT
crl-16824	138	29	accessed	access	VERB
crl-16824	138	30	april	april	PROPN
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crl-16824	138	32	,	,	PUNCT
crl-16824	138	33	2017	2017	NUM
crl-16824	138	34	,	,	PUNCT
crl-16824	138	35	doi	doi	NOUN
crl-16824	138	36	:	:	PUNCT
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crl-16824	138	40	.	.	PUNCT
crl-16824	138	41	17	17	NUM
crl-16824	138	42	.	.	PUNCT
crl-16824	139	1	ibid	ibid	NOUN
crl-16824	139	2	.	.	PUNCT
crl-16824	140	1	,	,	PUNCT
crl-16824	140	2	37	37	NUM
crl-16824	140	3	,	,	PUNCT
crl-16824	140	4	emphasis	emphasis	NOUN
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crl-16824	140	6	.	.	PUNCT
crl-16824	141	1	18	18	NUM
crl-16824	141	2	.	.	X
crl-16824	141	3	wong	wong	PROPN
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crl-16824	141	5	cmor	cmor	PROPN
crl-16824	141	6	,	,	PUNCT
crl-16824	141	7	“	"	PUNCT
crl-16824	141	8	measuring	measure	VERB
crl-16824	141	9	association	association	NOUN
crl-16824	141	10	,	,	PUNCT
crl-16824	141	11	”	"	PUNCT
crl-16824	141	12	469	469	NUM
crl-16824	141	13	.	.	PROPN
crl-16824	141	14	19	19	NUM
crl-16824	141	15	.	.	PUNCT
crl-16824	142	1	shun	shun	PROPN
crl-16824	142	2	han	han	PROPN
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crl-16824	142	4	wong	wong	PROPN
crl-16824	142	5	and	and	CCONJ
crl-16824	142	6	t.	t.	PROPN
crl-16824	142	7	d.	d.	PROPN
crl-16824	142	8	webb	webb	PROPN
crl-16824	142	9	,	,	PUNCT
crl-16824	142	10	“	"	PUNCT
crl-16824	142	11	uncovering	uncover	VERB
crl-16824	142	12	meaningful	meaningful	ADJ
crl-16824	142	13	correlation	correlation	NOUN
crl-16824	142	14	between	between	ADP
crl-16824	142	15	student	student	NOUN
crl-16824	142	16	academic	academic	ADJ
crl-16824	142	17	performance	performance	NOUN
crl-16824	142	18	and	and	CCONJ
crl-16824	142	19	library	library	NOUN
crl-16824	142	20	material	material	NOUN
crl-16824	142	21	usage	usage	NOUN
crl-16824	142	22	,	,	PUNCT
crl-16824	142	23	”	"	PUNCT
crl-16824	142	24	college	college	NOUN
crl-16824	142	25	and	and	CCONJ
crl-16824	142	26	research	research	NOUN
crl-16824	142	27	libraries	library	NOUN
crl-16824	142	28	72	72	NUM
crl-16824	142	29	(	(	PUNCT
crl-16824	142	30	july	july	PROPN
crl-16824	142	31	2011	2011	NUM
crl-16824	142	32	):	):	PUNCT
crl-16824	142	33	364	364	NUM
crl-16824	142	34	,	,	PUNCT
crl-16824	142	35	accessed	access	VERB
crl-16824	142	36	april	april	PROPN
crl-16824	142	37	21	21	NUM
crl-16824	142	38	,	,	PUNCT
crl-16824	142	39	2017	2017	NUM
crl-16824	142	40	,	,	PUNCT
crl-16824	142	41	doi	doi	NOUN
crl-16824	142	42	:	:	PUNCT
crl-16824	142	43	10.5860	10.5860	NUM
crl-16824	142	44	/	/	SYM
crl-16824	142	45	crl-129	crl-129	ADJ
crl-16824	142	46	.	.	PUNCT
crl-16824	143	1	20	20	NUM
crl-16824	143	2	 	 	SPACE
crl-16824	143	3	“	"	PUNCT
crl-16824	143	4	undergraduate	undergraduate	ADJ
crl-16824	143	5	graduation	graduation	NOUN
crl-16824	143	6	rates	rate	NOUN
crl-16824	143	7	,	,	PUNCT
crl-16824	143	8	”	"	PUNCT
crl-16824	143	9	fact	fact	NOUN
crl-16824	143	10	book	book	NOUN
crl-16824	143	11	,	,	PUNCT
crl-16824	143	12	saint	saint	PROPN
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crl-16824	143	15	college	college	PROPN
crl-16824	143	16	,	,	PUNCT
crl-16824	143	17	notre	notre	PROPN
crl-16824	143	18	dame	dame	PROPN
crl-16824	143	19	,	,	PUNCT
crl-16824	143	20	indiana	indiana	PROPN
crl-16824	143	21	,	,	PUNCT
crl-16824	143	22	accessed	access	VERB
crl-16824	143	23	october	october	PROPN
crl-16824	143	24	10	10	NUM
crl-16824	143	25	,	,	PUNCT
crl-16824	143	26	2017	2017	NUM
crl-16824	143	27	,	,	PUNCT
crl-16824	143	28	https://www.saintmarys.edu/files/2016/10/pg33-undergradgraduationrates2016.pdf	https://www.saintmarys.edu/files/2016/10/pg33-undergradgraduationrates2016.pdf	NUM
crl-16824	143	29	.	.	PUNCT
crl-16824	144	1	21	21	NUM
crl-16824	144	2	.	.	PUNCT
crl-16824	145	1	bowles	bowles	PROPN
crl-16824	145	2	-	-	PUNCT
crl-16824	145	3	terry	terry	PROPN
crl-16824	145	4	,	,	PUNCT
crl-16824	145	5	“	"	PUNCT
crl-16824	145	6	library	library	ADJ
crl-16824	145	7	instruction	instruction	NOUN
crl-16824	145	8	and	and	CCONJ
crl-16824	145	9	academic	academic	ADJ
crl-16824	145	10	success	success	NOUN
crl-16824	145	11	,	,	PUNCT
crl-16824	145	12	”	"	PUNCT
crl-16824	145	13	86	86	NUM
crl-16824	145	14	;	;	PUNCT
crl-16824	145	15	soria	soria	PROPN
crl-16824	145	16	,	,	PUNCT
crl-16824	145	17	fransen	fransen	ADJ
crl-16824	145	18	,	,	PUNCT
crl-16824	145	19	and	and	CCONJ
crl-16824	145	20	nackerud	nackerud	VERB
crl-16824	145	21	,	,	PUNCT
crl-16824	145	22	“	"	PUNCT
crl-16824	145	23	library	library	NOUN
crl-16824	145	24	use	use	NOUN
crl-16824	145	25	and	and	CCONJ
crl-16824	145	26	undergraduate	undergraduate	ADJ
crl-16824	145	27	student	student	NOUN
crl-16824	145	28	outcomes	outcome	NOUN
crl-16824	145	29	,	,	PUNCT
crl-16824	145	30	”	"	PUNCT
crl-16824	145	31	162	162	NUM
crl-16824	145	32	.	.	PUNCT
crl-16824	146	1	http://www.acrl.ala.org/value	http://www.acrl.ala.org/value	NOUN
crl-16824	146	2	https://doi.org/10.1353/pla.2013.0010	https://doi.org/10.1353/pla.2013.0010	NOUN
crl-16824	146	3	https://doi.org/10.5860/crl-151	https://doi.org/10.5860/crl-151	PROPN
crl-16824	146	4	https://doi.org/10.3138/cpp.34.2.215	https://doi.org/10.3138/cpp.34.2.215	PROPN
crl-16824	146	5	https://doi.org/10.5860/crl.76.5.566	https://doi.org/10.5860/crl.76.5.566	PROPN
crl-16824	146	6	https://doi.org/10.1353/pla.2015.0001	https://doi.org/10.1353/pla.2015.0001	ADJ
crl-16824	146	7	https://doi.org/10.5860/crl-129	https://doi.org/10.5860/crl-129	PROPN
crl-16824	146	8	https://www.saintmarys.edu/files/2016/10/pg33-undergradgraduationrates2016.pdf	https://www.saintmarys.edu/files/2016/10/pg33-undergradgraduationrates2016.pdf	NOUN
crl-16824	146	9	https://www.saintmarys.edu/files/2016/10/pg33-undergradgraduationrates2016.pdf	https://www.saintmarys.edu/files/2016/10/pg33-undergradgraduationrates2016.pdf	NUM