id	sid	tid	token	lemma	pos
iassist-1178	1	1	1/2	1/2	NUM
iassist-1178	1	2	schwartz	schwartz	NOUN
iassist-1178	1	3	,	,	PUNCT
iassist-1178	1	4	ofira	ofira	PROPN
iassist-1178	1	5	&	&	CCONJ
iassist-1178	1	6	hayslett	hayslett	PROPN
iassist-1178	1	7	,	,	PUNCT
iassist-1178	1	8	michele	michele	PROPN
iassist-1178	1	9	(	(	PUNCT
iassist-1178	1	10	2025	2025	NUM
iassist-1178	1	11	)	)	PUNCT
iassist-1178	1	12	from	from	ADP
iassist-1178	1	13	fair	fair	ADJ
iassist-1178	1	14	principles	principle	NOUN
iassist-1178	1	15	to	to	ADP
iassist-1178	1	16	data	datum	NOUN
iassist-1178	1	17	competencies	competency	NOUN
iassist-1178	1	18	:	:	PUNCT
iassist-1178	1	19	evolving	evolve	VERB
iassist-1178	1	20	library	library	ADJ
iassist-1178	1	21	support	support	NOUN
iassist-1178	1	22	for	for	ADP
iassist-1178	1	23	data	data	NOUN
iassist-1178	1	24	-	-	PUNCT
iassist-1178	1	25	driven	drive	VERB
iassist-1178	1	26	scholarship	scholarship	NOUN
iassist-1178	1	27	,	,	PUNCT
iassist-1178	1	28	iassist	iassist	VERB
iassist-1178	1	29	quarterly	quarterly	ADJ
iassist-1178	1	30	49(3	49(3	PROPN
iassist-1178	1	31	)	)	PUNCT
iassist-1178	1	32	,	,	PUNCT
iassist-1178	1	33	pp	pp	PROPN
iassist-1178	1	34	.	.	PUNCT
iassist-1178	2	1	1	1	NUM
iassist-1178	2	2	-	-	SYM
iassist-1178	2	3	2	2	NUM
iassist-1178	2	4	.	.	PUNCT
iassist-1178	2	5	doi	doi	NOUN
iassist-1178	2	6	:	:	PUNCT
iassist-1178	2	7	https://doi.org/10.29173/iq1178	https://doi.org/10.29173/iq1178	ADP
iassist-1178	2	8	the	the	DET
iassist-1178	2	9	creative	creative	ADJ
iassist-1178	2	10	commons	common	NOUN
iassist-1178	2	11	-	-	PUNCT
iassist-1178	2	12	attribution	attribution	NOUN
iassist-1178	2	13	-	-	PUNCT
iassist-1178	2	14	noncommercial	noncommercial	ADJ
iassist-1178	2	15	license	license	NOUN
iassist-1178	2	16	4.0	4.0	NUM
iassist-1178	2	17	international	international	NOUN
iassist-1178	2	18	applies	applie	NOUN
iassist-1178	2	19	to	to	ADP
iassist-1178	2	20	all	all	DET
iassist-1178	2	21	works	work	NOUN
iassist-1178	2	22	published	publish	VERB
iassist-1178	2	23	by	by	ADP
iassist-1178	2	24	iassist	iassist	ADJ
iassist-1178	2	25	quarterly	quarterly	ADV
iassist-1178	2	26	.	.	PUNCT
iassist-1178	3	1	authors	author	NOUN
iassist-1178	3	2	will	will	AUX
iassist-1178	3	3	retain	retain	VERB
iassist-1178	3	4	copyright	copyright	NOUN
iassist-1178	3	5	of	of	ADP
iassist-1178	3	6	the	the	DET
iassist-1178	3	7	work	work	NOUN
iassist-1178	3	8	and	and	CCONJ
iassist-1178	3	9	full	full	ADJ
iassist-1178	3	10	publishing	publishing	NOUN
iassist-1178	3	11	rights	right	NOUN
iassist-1178	3	12	.	.	PUNCT
iassist-1178	4	1	editors	editor	NOUN
iassist-1178	4	2	’	'	PUNCT
iassist-1178	4	3	notes	note	VERB
iassist-1178	4	4	:	:	PUNCT
iassist-1178	4	5	from	from	ADP
iassist-1178	4	6	fair	fair	ADJ
iassist-1178	4	7	principles	principle	NOUN
iassist-1178	4	8	to	to	ADP
iassist-1178	4	9	data	datum	NOUN
iassist-1178	4	10	competencies	competency	NOUN
iassist-1178	4	11	:	:	PUNCT
iassist-1178	4	12	evolving	evolve	VERB
iassist-1178	4	13	library	library	ADJ
iassist-1178	4	14	support	support	NOUN
iassist-1178	4	15	for	for	ADP
iassist-1178	4	16	data	data	NOUN
iassist-1178	4	17	-	-	PUNCT
iassist-1178	4	18	driven	drive	VERB
iassist-1178	4	19	scholarship	scholarship	NOUN
iassist-1178	4	20	dear	dear	ADJ
iassist-1178	4	21	iassisters	iassister	NOUN
iassist-1178	4	22	,	,	PUNCT
iassist-1178	4	23	welcome	welcome	VERB
iassist-1178	4	24	to	to	PART
iassist-1178	4	25	iassist	iassist	VERB
iassist-1178	4	26	quarterly	quarterly	ADJ
iassist-1178	4	27	vol	vol	NOUN
iassist-1178	4	28	.	.	PROPN
iassist-1178	5	1	49	49	NUM
iassist-1178	6	1	no	no	INTJ
iassist-1178	6	2	.	.	NOUN
iassist-1178	7	1	3	3	X
iassist-1178	7	2	.	.	X
iassist-1178	7	3	we	we	PRON
iassist-1178	7	4	trust	trust	VERB
iassist-1178	7	5	that	that	SCONJ
iassist-1178	7	6	you	you	PRON
iassist-1178	7	7	had	have	VERB
iassist-1178	7	8	a	a	DET
iassist-1178	7	9	pleasant	pleasant	ADJ
iassist-1178	7	10	and	and	CCONJ
iassist-1178	7	11	restorative	restorative	ADJ
iassist-1178	7	12	summer	summer	NOUN
iassist-1178	7	13	,	,	PUNCT
iassist-1178	7	14	and	and	CCONJ
iassist-1178	7	15	that	that	SCONJ
iassist-1178	7	16	the	the	DET
iassist-1178	7	17	academic	academic	ADJ
iassist-1178	7	18	year	year	NOUN
iassist-1178	7	19	is	be	AUX
iassist-1178	7	20	off	off	ADP
iassist-1178	7	21	to	to	ADP
iassist-1178	7	22	a	a	DET
iassist-1178	7	23	good	good	ADJ
iassist-1178	7	24	start	start	NOUN
iassist-1178	7	25	.	.	PUNCT
iassist-1178	8	1	we	we	PRON
iassist-1178	8	2	are	be	AUX
iassist-1178	8	3	grateful	grateful	ADJ
iassist-1178	8	4	to	to	ADP
iassist-1178	8	5	the	the	DET
iassist-1178	8	6	thoughtful	thoughtful	ADJ
iassist-1178	8	7	reader	reader	NOUN
iassist-1178	8	8	or	or	CCONJ
iassist-1178	8	9	author	author	NOUN
iassist-1178	8	10	who	who	PRON
iassist-1178	8	11	recently	recently	ADV
iassist-1178	8	12	recommended	recommend	VERB
iassist-1178	8	13	iq	iq	NOUN
iassist-1178	8	14	for	for	ADP
iassist-1178	8	15	inclusion	inclusion	NOUN
iassist-1178	8	16	in	in	ADP
iassist-1178	8	17	scopus	scopus	PROPN
iassist-1178	8	18	.	.	PUNCT
iassist-1178	9	1	we	we	PRON
iassist-1178	9	2	’ve	’ve	AUX
iassist-1178	9	3	received	receive	VERB
iassist-1178	9	4	notice	notice	NOUN
iassist-1178	9	5	of	of	ADP
iassist-1178	9	6	this	this	DET
iassist-1178	9	7	recommendation	recommendation	NOUN
iassist-1178	9	8	directly	directly	ADV
iassist-1178	9	9	from	from	ADP
iassist-1178	9	10	scopus	scopus	PROPN
iassist-1178	9	11	.	.	PUNCT
iassist-1178	10	1	at	at	ADP
iassist-1178	10	2	this	this	DET
iassist-1178	10	3	time	time	NOUN
iassist-1178	10	4	,	,	PUNCT
iassist-1178	10	5	however	however	ADV
iassist-1178	10	6	,	,	PUNCT
iassist-1178	10	7	we	we	PRON
iassist-1178	10	8	have	have	AUX
iassist-1178	10	9	chosen	choose	VERB
iassist-1178	10	10	to	to	PART
iassist-1178	10	11	delay	delay	VERB
iassist-1178	10	12	the	the	DET
iassist-1178	10	13	review	review	NOUN
iassist-1178	10	14	process	process	NOUN
iassist-1178	10	15	.	.	PUNCT
iassist-1178	11	1	a	a	DET
iassist-1178	11	2	successful	successful	ADJ
iassist-1178	11	3	application	application	NOUN
iassist-1178	11	4	requires	require	VERB
iassist-1178	11	5	a	a	DET
iassist-1178	11	6	comprehensive	comprehensive	ADJ
iassist-1178	11	7	set	set	NOUN
iassist-1178	11	8	of	of	ADP
iassist-1178	11	9	editorial	editorial	ADJ
iassist-1178	11	10	and	and	CCONJ
iassist-1178	11	11	ethical	ethical	ADJ
iassist-1178	11	12	policies	policy	NOUN
iassist-1178	11	13	,	,	PUNCT
iassist-1178	11	14	and	and	CCONJ
iassist-1178	11	15	we	we	PRON
iassist-1178	11	16	are	be	AUX
iassist-1178	11	17	still	still	ADV
iassist-1178	11	18	in	in	ADP
iassist-1178	11	19	the	the	DET
iassist-1178	11	20	process	process	NOUN
iassist-1178	11	21	of	of	ADP
iassist-1178	11	22	developing	develop	VERB
iassist-1178	11	23	and	and	CCONJ
iassist-1178	11	24	strengthening	strengthen	VERB
iassist-1178	11	25	these	these	PRON
iassist-1178	11	26	to	to	PART
iassist-1178	11	27	meet	meet	VERB
iassist-1178	11	28	scopus	scopus	NOUN
iassist-1178	11	29	’	'	PUNCT
iassist-1178	11	30	standards	standard	NOUN
iassist-1178	11	31	.	.	PUNCT
iassist-1178	12	1	the	the	DET
iassist-1178	12	2	editors	editor	NOUN
iassist-1178	12	3	and	and	CCONJ
iassist-1178	12	4	editorial	editorial	ADJ
iassist-1178	12	5	board	board	NOUN
iassist-1178	12	6	of	of	ADP
iassist-1178	12	7	iq	iq	PROPN
iassist-1178	12	8	are	be	AUX
iassist-1178	12	9	actively	actively	ADV
iassist-1178	12	10	working	work	VERB
iassist-1178	12	11	to	to	PART
iassist-1178	12	12	ensure	ensure	VERB
iassist-1178	12	13	our	our	PRON
iassist-1178	12	14	policies	policy	NOUN
iassist-1178	12	15	not	not	PART
iassist-1178	12	16	only	only	ADV
iassist-1178	12	17	align	align	VERB
iassist-1178	12	18	with	with	ADP
iassist-1178	12	19	scopus	scopus	NOUN
iassist-1178	12	20	’	'	PUNCT
iassist-1178	12	21	criteria	criterion	NOUN
iassist-1178	12	22	but	but	CCONJ
iassist-1178	12	23	also	also	ADV
iassist-1178	12	24	provide	provide	VERB
iassist-1178	12	25	a	a	DET
iassist-1178	12	26	clear	clear	ADJ
iassist-1178	12	27	,	,	PUNCT
iassist-1178	12	28	consistent	consistent	ADJ
iassist-1178	12	29	,	,	PUNCT
iassist-1178	12	30	and	and	CCONJ
iassist-1178	12	31	equitable	equitable	ADJ
iassist-1178	12	32	experience	experience	NOUN
iassist-1178	12	33	for	for	ADP
iassist-1178	12	34	authors	author	NOUN
iassist-1178	12	35	,	,	PUNCT
iassist-1178	12	36	reviewers	reviewer	NOUN
iassist-1178	12	37	,	,	PUNCT
iassist-1178	12	38	and	and	CCONJ
iassist-1178	12	39	readers	reader	NOUN
iassist-1178	12	40	.	.	PUNCT
iassist-1178	13	1	we	we	PRON
iassist-1178	13	2	will	will	AUX
iassist-1178	13	3	continue	continue	VERB
iassist-1178	13	4	to	to	PART
iassist-1178	13	5	share	share	VERB
iassist-1178	13	6	policy	policy	NOUN
iassist-1178	13	7	updates	update	NOUN
iassist-1178	13	8	on	on	ADP
iassist-1178	13	9	the	the	DET
iassist-1178	13	10	journal	journal	NOUN
iassist-1178	13	11	’s	’s	PART
iassist-1178	13	12	website	website	NOUN
iassist-1178	13	13	.	.	PUNCT
iassist-1178	14	1	we	we	PRON
iassist-1178	14	2	value	value	VERB
iassist-1178	14	3	your	your	PRON
iassist-1178	14	4	engagement	engagement	NOUN
iassist-1178	14	5	and	and	CCONJ
iassist-1178	14	6	welcome	welcome	VERB
iassist-1178	14	7	your	your	PRON
iassist-1178	14	8	input	input	NOUN
iassist-1178	14	9	and	and	CCONJ
iassist-1178	14	10	feedback	feedback	NOUN
iassist-1178	14	11	.	.	PUNCT
iassist-1178	15	1	as	as	SCONJ
iassist-1178	15	2	the	the	DET
iassist-1178	15	3	research	research	NOUN
iassist-1178	15	4	landscape	landscape	NOUN
iassist-1178	15	5	continues	continue	VERB
iassist-1178	15	6	to	to	PART
iassist-1178	15	7	evolve	evolve	VERB
iassist-1178	15	8	,	,	PUNCT
iassist-1178	15	9	librarians	librarian	NOUN
iassist-1178	15	10	and	and	CCONJ
iassist-1178	15	11	other	other	ADJ
iassist-1178	15	12	data	data	NOUN
iassist-1178	15	13	support	support	NOUN
iassist-1178	15	14	professionals	professional	NOUN
iassist-1178	15	15	are	be	AUX
iassist-1178	15	16	increasingly	increasingly	ADV
iassist-1178	15	17	called	call	VERB
iassist-1178	15	18	upon	upon	SCONJ
iassist-1178	15	19	to	to	PART
iassist-1178	15	20	develop	develop	VERB
iassist-1178	15	21	tools	tool	NOUN
iassist-1178	15	22	,	,	PUNCT
iassist-1178	15	23	competencies	competency	NOUN
iassist-1178	15	24	,	,	PUNCT
iassist-1178	15	25	and	and	CCONJ
iassist-1178	15	26	services	service	NOUN
iassist-1178	15	27	that	that	PRON
iassist-1178	15	28	foster	foster	VERB
iassist-1178	15	29	transparency	transparency	NOUN
iassist-1178	15	30	,	,	PUNCT
iassist-1178	15	31	usability	usability	NOUN
iassist-1178	15	32	,	,	PUNCT
iassist-1178	15	33	and	and	CCONJ
iassist-1178	15	34	accessibility	accessibility	NOUN
iassist-1178	15	35	in	in	ADP
iassist-1178	15	36	data	data	NOUN
iassist-1178	15	37	-	-	PUNCT
iassist-1178	15	38	driven	drive	VERB
iassist-1178	15	39	scholarship	scholarship	NOUN
iassist-1178	15	40	.	.	PUNCT
iassist-1178	16	1	the	the	DET
iassist-1178	16	2	four	four	NUM
iassist-1178	16	3	articles	article	NOUN
iassist-1178	16	4	in	in	ADP
iassist-1178	16	5	this	this	DET
iassist-1178	16	6	issue	issue	NOUN
iassist-1178	16	7	highlight	highlight	VERB
iassist-1178	16	8	a	a	DET
iassist-1178	16	9	shared	share	VERB
iassist-1178	16	10	commitment	commitment	NOUN
iassist-1178	16	11	to	to	ADP
iassist-1178	16	12	empowering	empower	VERB
iassist-1178	16	13	diverse	diverse	ADJ
iassist-1178	16	14	research	research	NOUN
iassist-1178	16	15	communities	community	NOUN
iassist-1178	16	16	through	through	ADP
iassist-1178	16	17	innovative	innovative	ADJ
iassist-1178	16	18	approaches	approach	NOUN
iassist-1178	16	19	to	to	ADP
iassist-1178	16	20	data	datum	NOUN
iassist-1178	16	21	stewardship	stewardship	NOUN
iassist-1178	16	22	and	and	CCONJ
iassist-1178	16	23	support	support	NOUN
iassist-1178	16	24	.	.	PUNCT
iassist-1178	17	1	all	all	PRON
iassist-1178	17	2	of	of	ADP
iassist-1178	17	3	them	they	PRON
iassist-1178	17	4	underscore	underscore	VERB
iassist-1178	17	5	the	the	DET
iassist-1178	17	6	importance	importance	NOUN
iassist-1178	17	7	of	of	ADP
iassist-1178	17	8	adaptable	adaptable	ADJ
iassist-1178	17	9	infrastructure	infrastructure	NOUN
iassist-1178	17	10	,	,	PUNCT
iassist-1178	17	11	inclusive	inclusive	ADJ
iassist-1178	17	12	training	training	NOUN
iassist-1178	17	13	,	,	PUNCT
iassist-1178	17	14	and	and	CCONJ
iassist-1178	17	15	responsive	responsive	ADJ
iassist-1178	17	16	guidance	guidance	NOUN
iassist-1178	17	17	.	.	PUNCT
iassist-1178	18	1	together	together	ADV
iassist-1178	18	2	,	,	PUNCT
iassist-1178	18	3	they	they	PRON
iassist-1178	18	4	reflect	reflect	VERB
iassist-1178	18	5	the	the	DET
iassist-1178	18	6	growing	grow	VERB
iassist-1178	18	7	role	role	NOUN
iassist-1178	18	8	of	of	ADP
iassist-1178	18	9	libraries	library	NOUN
iassist-1178	18	10	in	in	ADP
iassist-1178	18	11	advancing	advance	VERB
iassist-1178	18	12	equitable	equitable	ADJ
iassist-1178	18	13	and	and	CCONJ
iassist-1178	18	14	effective	effective	ADJ
iassist-1178	18	15	research	research	NOUN
iassist-1178	18	16	data	datum	NOUN
iassist-1178	18	17	practices	practice	NOUN
iassist-1178	18	18	across	across	ADP
iassist-1178	18	19	disciplines	discipline	NOUN
iassist-1178	18	20	.	.	PUNCT
iassist-1178	19	1	this	this	DET
iassist-1178	19	2	issue	issue	NOUN
iassist-1178	19	3	opens	open	VERB
iassist-1178	19	4	with	with	ADP
iassist-1178	19	5	the	the	DET
iassist-1178	19	6	winning	win	VERB
iassist-1178	19	7	submission	submission	NOUN
iassist-1178	19	8	of	of	ADP
iassist-1178	19	9	the	the	DET
iassist-1178	19	10	2024	2024	NUM
iassist-1178	19	11	iassist	iassist	NOUN
iassist-1178	19	12	conference	conference	NOUN
iassist-1178	19	13	paper	paper	NOUN
iassist-1178	19	14	competition	competition	NOUN
iassist-1178	19	15	,	,	PUNCT
iassist-1178	19	16	titled	title	VERB
iassist-1178	19	17	“	"	PUNCT
iassist-1178	19	18	how	how	SCONJ
iassist-1178	19	19	are	be	AUX
iassist-1178	19	20	we	we	PRON
iassist-1178	19	21	fair	fair	ADJ
iassist-1178	19	22	-	-	PUNCT
iassist-1178	19	23	ing	ing	NOUN
iassist-1178	19	24	?	?	PUNCT
iassist-1178	20	1	creating	create	VERB
iassist-1178	20	2	a	a	DET
iassist-1178	20	3	fair	fair	ADJ
iassist-1178	20	4	self	self	NOUN
iassist-1178	20	5	-	-	PUNCT
iassist-1178	20	6	assessment	assessment	NOUN
iassist-1178	20	7	checklist	checklist	NOUN
iassist-1178	20	8	for	for	ADP
iassist-1178	20	9	data	data	NOUN
iassist-1178	20	10	repositories	repository	NOUN
iassist-1178	20	11	,	,	PUNCT
iassist-1178	20	12	”	"	PUNCT
iassist-1178	20	13	authored	author	VERB
iassist-1178	20	14	by	by	ADP
iassist-1178	20	15	lauren	lauren	PROPN
iassist-1178	20	16	phegley	phegley	PROPN
iassist-1178	20	17	and	and	CCONJ
iassist-1178	20	18	lynda	lynda	PROPN
iassist-1178	20	19	kellam	kellam	PROPN
iassist-1178	20	20	.	.	PUNCT
iassist-1178	21	1	the	the	DET
iassist-1178	21	2	paper	paper	NOUN
iassist-1178	21	3	outlines	outline	VERB
iassist-1178	21	4	an	an	DET
iassist-1178	21	5	initiative	initiative	NOUN
iassist-1178	21	6	undertaken	undertake	VERB
iassist-1178	21	7	by	by	ADP
iassist-1178	21	8	the	the	DET
iassist-1178	21	9	penn	penn	PROPN
iassist-1178	21	10	libraries	libraries	PROPN
iassist-1178	21	11	research	research	PROPN
iassist-1178	21	12	data	datum	NOUN
iassist-1178	21	13	team	team	NOUN
iassist-1178	21	14	to	to	PART
iassist-1178	21	15	develop	develop	VERB
iassist-1178	21	16	a	a	DET
iassist-1178	21	17	self	self	NOUN
iassist-1178	21	18	-	-	PUNCT
iassist-1178	21	19	assessment	assessment	NOUN
iassist-1178	21	20	tool	tool	NOUN
iassist-1178	21	21	based	base	VERB
iassist-1178	21	22	on	on	ADP
iassist-1178	21	23	the	the	DET
iassist-1178	21	24	fair	fair	ADJ
iassist-1178	21	25	principles	principle	NOUN
iassist-1178	21	26	—	—	PUNCT
iassist-1178	21	27	findable	findable	ADJ
iassist-1178	21	28	,	,	PUNCT
iassist-1178	21	29	accessible	accessible	ADJ
iassist-1178	21	30	,	,	PUNCT
iassist-1178	21	31	interoperable	interoperable	ADJ
iassist-1178	21	32	,	,	PUNCT
iassist-1178	21	33	and	and	CCONJ
iassist-1178	21	34	reusable	reusable	ADJ
iassist-1178	21	35	.	.	PUNCT
iassist-1178	22	1	this	this	DET
iassist-1178	22	2	tool	tool	NOUN
iassist-1178	22	3	is	be	AUX
iassist-1178	22	4	designed	design	VERB
iassist-1178	22	5	to	to	PART
iassist-1178	22	6	help	help	VERB
iassist-1178	22	7	data	datum	NOUN
iassist-1178	22	8	repository	repository	NOUN
iassist-1178	22	9	teams	team	NOUN
iassist-1178	22	10	evaluate	evaluate	VERB
iassist-1178	22	11	whether	whether	SCONJ
iassist-1178	22	12	their	their	PRON
iassist-1178	22	13	repository	repository	NOUN
iassist-1178	22	14	’s	’s	PART
iassist-1178	22	15	policies	policy	NOUN
iassist-1178	22	16	,	,	PUNCT
iassist-1178	22	17	infrastructure	infrastructure	NOUN
iassist-1178	22	18	,	,	PUNCT
iassist-1178	22	19	and	and	CCONJ
iassist-1178	22	20	documentation	documentation	NOUN
iassist-1178	22	21	support	support	VERB
iassist-1178	22	22	the	the	DET
iassist-1178	22	23	deposit	deposit	NOUN
iassist-1178	22	24	of	of	ADP
iassist-1178	22	25	fair	fair	ADJ
iassist-1178	22	26	-	-	PUNCT
iassist-1178	22	27	compliant	compliant	ADJ
iassist-1178	22	28	data	datum	NOUN
iassist-1178	22	29	.	.	PUNCT
iassist-1178	23	1	the	the	DET
iassist-1178	23	2	authors	author	NOUN
iassist-1178	23	3	also	also	ADV
iassist-1178	23	4	discuss	discuss	VERB
iassist-1178	23	5	the	the	DET
iassist-1178	23	6	intended	intend	VERB
iassist-1178	23	7	applications	application	NOUN
iassist-1178	23	8	of	of	ADP
iassist-1178	23	9	the	the	DET
iassist-1178	23	10	tool	tool	NOUN
iassist-1178	23	11	and	and	CCONJ
iassist-1178	23	12	share	share	VERB
iassist-1178	23	13	key	key	ADJ
iassist-1178	23	14	insights	insight	NOUN
iassist-1178	23	15	gained	gain	VERB
iassist-1178	23	16	throughout	throughout	ADP
iassist-1178	23	17	its	its	PRON
iassist-1178	23	18	development	development	NOUN
iassist-1178	23	19	.	.	PUNCT
iassist-1178	24	1	meryl	meryl	PROPN
iassist-1178	24	2	brodsky	brodsky	PROPN
iassist-1178	24	3	and	and	CCONJ
iassist-1178	24	4	hannah	hannah	PROPN
iassist-1178	24	5	chapman	chapman	PROPN
iassist-1178	24	6	tripp	tripp	PROPN
iassist-1178	24	7	,	,	PUNCT
iassist-1178	24	8	conduct	conduct	VERB
iassist-1178	24	9	a	a	DET
iassist-1178	24	10	retrospective	retrospective	ADJ
iassist-1178	24	11	review	review	NOUN
iassist-1178	24	12	,	,	PUNCT
iassist-1178	24	13	exploring	explore	VERB
iassist-1178	24	14	the	the	DET
iassist-1178	24	15	data	data	NOUN
iassist-1178	24	16	-	-	PUNCT
iassist-1178	24	17	related	relate	VERB
iassist-1178	24	18	competencies	competency	NOUN
iassist-1178	24	19	required	require	VERB
iassist-1178	24	20	by	by	ADP
iassist-1178	24	21	liaison	liaison	NOUN
iassist-1178	24	22	and	and	CCONJ
iassist-1178	24	23	subject	subject	NOUN
iassist-1178	24	24	librarians	librarian	NOUN
iassist-1178	24	25	to	to	PART
iassist-1178	24	26	effectively	effectively	ADV
iassist-1178	24	27	support	support	VERB
iassist-1178	24	28	academic	academic	ADJ
iassist-1178	24	29	researchers	researcher	NOUN
iassist-1178	24	30	.	.	PUNCT
iassist-1178	25	1	in	in	ADP
iassist-1178	25	2	their	their	PRON
iassist-1178	25	3	article	article	NOUN
iassist-1178	25	4	“	"	PUNCT
iassist-1178	25	5	data	datum	NOUN
iassist-1178	25	6	competencies	competency	NOUN
iassist-1178	25	7	for	for	ADP
iassist-1178	25	8	liaison	liaison	NOUN
iassist-1178	25	9	librarians	librarian	NOUN
iassist-1178	25	10	:	:	PUNCT
iassist-1178	25	11	a	a	DET
iassist-1178	25	12	scoping	scope	VERB
iassist-1178	25	13	review	review	NOUN
iassist-1178	25	14	,	,	PUNCT
iassist-1178	25	15	”	"	PUNCT
iassist-1178	25	16	the	the	DET
iassist-1178	25	17	authors	author	NOUN
iassist-1178	25	18	map	map	VERB
iassist-1178	25	19	data	datum	NOUN
iassist-1178	25	20	-	-	PUNCT
iassist-1178	25	21	related	relate	VERB
iassist-1178	25	22	https://doi.org/10.29173/iq1178	https://doi.org/10.29173/iq1178	PUNCT
iassist-1178	25	23	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
iassist-1178	25	24	2/2	2/2	NUM
iassist-1178	25	25	schwartz	schwartz	NOUN
iassist-1178	25	26	,	,	PUNCT
iassist-1178	25	27	ofira	ofira	PROPN
iassist-1178	25	28	&	&	CCONJ
iassist-1178	25	29	hayslett	hayslett	PROPN
iassist-1178	25	30	,	,	PUNCT
iassist-1178	25	31	michele	michele	PROPN
iassist-1178	25	32	(	(	PUNCT
iassist-1178	25	33	2025	2025	NUM
iassist-1178	25	34	)	)	PUNCT
iassist-1178	25	35	from	from	ADP
iassist-1178	25	36	fair	fair	ADJ
iassist-1178	25	37	principles	principle	NOUN
iassist-1178	25	38	to	to	ADP
iassist-1178	25	39	data	datum	NOUN
iassist-1178	25	40	competencies	competency	NOUN
iassist-1178	25	41	:	:	PUNCT
iassist-1178	25	42	evolving	evolve	VERB
iassist-1178	25	43	library	library	ADJ
iassist-1178	25	44	support	support	NOUN
iassist-1178	25	45	for	for	ADP
iassist-1178	25	46	data	data	NOUN
iassist-1178	25	47	-	-	PUNCT
iassist-1178	25	48	driven	drive	VERB
iassist-1178	25	49	scholarship	scholarship	NOUN
iassist-1178	25	50	,	,	PUNCT
iassist-1178	25	51	iassist	iassist	VERB
iassist-1178	25	52	quarterly	quarterly	ADJ
iassist-1178	25	53	49(3	49(3	PROPN
iassist-1178	25	54	)	)	PUNCT
iassist-1178	25	55	,	,	PUNCT
iassist-1178	25	56	pp	pp	PROPN
iassist-1178	25	57	.	.	PUNCT
iassist-1178	26	1	1	1	NUM
iassist-1178	26	2	-	-	SYM
iassist-1178	26	3	2	2	NUM
iassist-1178	26	4	.	.	PUNCT
iassist-1178	26	5	doi	doi	NOUN
iassist-1178	26	6	:	:	PUNCT
iassist-1178	26	7	https://doi.org/10.29173/iq1178	https://doi.org/10.29173/iq1178	ADP
iassist-1178	26	8	competencies	competency	NOUN
iassist-1178	26	9	over	over	ADP
iassist-1178	26	10	a	a	DET
iassist-1178	26	11	ten	ten	NUM
iassist-1178	26	12	-	-	PUNCT
iassist-1178	26	13	year	year	NOUN
iassist-1178	26	14	period	period	NOUN
iassist-1178	26	15	(	(	PUNCT
iassist-1178	26	16	2012	2012	NUM
iassist-1178	26	17	-	-	SYM
iassist-1178	26	18	2022	2022	NUM
iassist-1178	26	19	)	)	PUNCT
iassist-1178	26	20	with	with	ADP
iassist-1178	26	21	particular	particular	ADJ
iassist-1178	26	22	attention	attention	NOUN
iassist-1178	26	23	given	give	VERB
iassist-1178	26	24	to	to	ADP
iassist-1178	26	25	the	the	DET
iassist-1178	26	26	skill	skill	NOUN
iassist-1178	26	27	sets	set	VERB
iassist-1178	26	28	that	that	SCONJ
iassist-1178	26	29	liaisons	liaison	NOUN
iassist-1178	26	30	,	,	PUNCT
iassist-1178	26	31	or	or	CCONJ
iassist-1178	26	32	non	non	ADJ
iassist-1178	26	33	-	-	ADJ
iassist-1178	26	34	data	data	ADJ
iassist-1178	26	35	librarians	librarian	NOUN
iassist-1178	26	36	,	,	PUNCT
iassist-1178	26	37	may	may	AUX
iassist-1178	26	38	need	need	VERB
iassist-1178	26	39	to	to	PART
iassist-1178	26	40	develop	develop	VERB
iassist-1178	26	41	or	or	CCONJ
iassist-1178	26	42	hone	hone	NOUN
iassist-1178	26	43	.	.	PUNCT
iassist-1178	27	1	the	the	DET
iassist-1178	27	2	study	study	NOUN
iassist-1178	27	3	identifies	identify	VERB
iassist-1178	27	4	key	key	ADJ
iassist-1178	27	5	competencies	competency	NOUN
iassist-1178	27	6	that	that	PRON
iassist-1178	27	7	are	be	AUX
iassist-1178	27	8	critical	critical	ADJ
iassist-1178	27	9	for	for	ADP
iassist-1178	27	10	librarians	librarian	NOUN
iassist-1178	27	11	supporting	support	VERB
iassist-1178	27	12	researchers	researcher	NOUN
iassist-1178	27	13	with	with	ADP
iassist-1178	27	14	data	datum	NOUN
iassist-1178	27	15	-	-	PUNCT
iassist-1178	27	16	related	relate	VERB
iassist-1178	27	17	inquiries	inquiry	NOUN
iassist-1178	27	18	.	.	PUNCT
iassist-1178	28	1	it	it	PRON
iassist-1178	28	2	underscores	underscore	VERB
iassist-1178	28	3	the	the	DET
iassist-1178	28	4	importance	importance	NOUN
iassist-1178	28	5	of	of	ADP
iassist-1178	28	6	structured	structured	ADJ
iassist-1178	28	7	training	training	NOUN
iassist-1178	28	8	and	and	CCONJ
iassist-1178	28	9	offers	offer	VERB
iassist-1178	28	10	guidance	guidance	NOUN
iassist-1178	28	11	on	on	ADP
iassist-1178	28	12	prioritizing	prioritize	VERB
iassist-1178	28	13	specific	specific	ADJ
iassist-1178	28	14	skill	skill	NOUN
iassist-1178	28	15	areas	area	NOUN
iassist-1178	28	16	.	.	PUNCT
iassist-1178	29	1	in	in	ADP
iassist-1178	29	2	their	their	PRON
iassist-1178	29	3	article	article	NOUN
iassist-1178	29	4	“	"	PUNCT
iassist-1178	29	5	adventures	adventure	NOUN
iassist-1178	29	6	in	in	ADP
iassist-1178	29	7	data	datum	NOUN
iassist-1178	29	8	visualization	visualization	NOUN
iassist-1178	29	9	support	support	NOUN
iassist-1178	29	10	assessment	assessment	NOUN
iassist-1178	29	11	:	:	PUNCT
iassist-1178	29	12	when	when	SCONJ
iassist-1178	29	13	the	the	DET
iassist-1178	29	14	gap	gap	NOUN
iassist-1178	29	15	you	you	PRON
iassist-1178	29	16	were	be	AUX
iassist-1178	29	17	trying	try	VERB
iassist-1178	29	18	to	to	PART
iassist-1178	29	19	identify	identify	VERB
iassist-1178	29	20	turns	turn	VERB
iassist-1178	29	21	out	out	ADP
iassist-1178	29	22	to	to	PART
iassist-1178	29	23	be	be	AUX
iassist-1178	29	24	a	a	DET
iassist-1178	29	25	chasm	chasm	NOUN
iassist-1178	29	26	,	,	PUNCT
iassist-1178	29	27	”	"	PUNCT
iassist-1178	29	28	authors	author	NOUN
iassist-1178	29	29	meg	meg	PROPN
iassist-1178	29	30	miller	miller	PROPN
iassist-1178	29	31	,	,	PUNCT
iassist-1178	29	32	grace	grace	NOUN
iassist-1178	29	33	o’hanlon	o’hanlon	NOUN
iassist-1178	29	34	and	and	CCONJ
iassist-1178	29	35	hafizat	hafizat	VERB
iassist-1178	29	36	sanni	sanni	NOUN
iassist-1178	29	37	-	-	PUNCT
iassist-1178	29	38	anibire	anibire	NOUN
iassist-1178	29	39	present	present	ADJ
iassist-1178	29	40	findings	finding	NOUN
iassist-1178	29	41	from	from	ADP
iassist-1178	29	42	two	two	NUM
iassist-1178	29	43	studies	study	NOUN
iassist-1178	29	44	conducted	conduct	VERB
iassist-1178	29	45	by	by	ADP
iassist-1178	29	46	a	a	DET
iassist-1178	29	47	group	group	NOUN
iassist-1178	29	48	of	of	ADP
iassist-1178	29	49	librarians	librarian	NOUN
iassist-1178	29	50	at	at	ADP
iassist-1178	29	51	the	the	DET
iassist-1178	29	52	university	university	PROPN
iassist-1178	29	53	of	of	ADP
iassist-1178	29	54	manitoba	manitoba	PROPN
iassist-1178	29	55	.	.	PUNCT
iassist-1178	30	1	these	these	DET
iassist-1178	30	2	studies	study	NOUN
iassist-1178	30	3	explore	explore	VERB
iassist-1178	30	4	emerging	emerge	VERB
iassist-1178	30	5	patterns	pattern	NOUN
iassist-1178	30	6	in	in	ADP
iassist-1178	30	7	research	research	NOUN
iassist-1178	30	8	mobilization	mobilization	NOUN
iassist-1178	30	9	methods	method	NOUN
iassist-1178	30	10	and	and	CCONJ
iassist-1178	30	11	assess	assess	VERB
iassist-1178	30	12	the	the	DET
iassist-1178	30	13	structural	structural	ADJ
iassist-1178	30	14	support	support	NOUN
iassist-1178	30	15	needed	need	VERB
iassist-1178	30	16	to	to	PART
iassist-1178	30	17	enhance	enhance	VERB
iassist-1178	30	18	libraries	library	NOUN
iassist-1178	30	19	’	'	PUNCT
iassist-1178	30	20	ability	ability	NOUN
iassist-1178	30	21	to	to	PART
iassist-1178	30	22	effectively	effectively	ADV
iassist-1178	30	23	serve	serve	VERB
iassist-1178	30	24	their	their	PRON
iassist-1178	30	25	users	user	NOUN
iassist-1178	30	26	.	.	PUNCT
iassist-1178	31	1	authors	author	NOUN
iassist-1178	31	2	alison	alison	PROPN
iassist-1178	31	3	sizer	sizer	PROPN
iassist-1178	31	4	,	,	PUNCT
iassist-1178	31	5	andreas	andreas	PROPN
iassist-1178	31	6	mastrosavvas	mastrosavvas	PROPN
iassist-1178	31	7	,	,	PUNCT
iassist-1178	31	8	and	and	CCONJ
iassist-1178	31	9	oliver	oliver	PROPN
iassist-1178	31	10	duke	duke	PROPN
iassist-1178	31	11	-	-	PUNCT
iassist-1178	31	12	williams	williams	PROPN
iassist-1178	31	13	present	present	VERB
iassist-1178	31	14	an	an	DET
iassist-1178	31	15	overview	overview	NOUN
iassist-1178	31	16	of	of	ADP
iassist-1178	31	17	the	the	DET
iassist-1178	31	18	(	(	PUNCT
iassist-1178	31	19	u.k	u.k	NOUN
iassist-1178	31	20	.	.	PROPN
iassist-1178	31	21	)	)	PUNCT
iassist-1178	31	22	office	office	NOUN
iassist-1178	31	23	for	for	ADP
iassist-1178	31	24	national	national	ADJ
iassist-1178	31	25	statistics	statistic	NOUN
iassist-1178	31	26	’	'	PUNCT
iassist-1178	31	27	longitudinal	longitudinal	ADJ
iassist-1178	31	28	study	study	NOUN
iassist-1178	31	29	(	(	PUNCT
iassist-1178	31	30	ons	ons	NOUN
iassist-1178	31	31	-	-	PUNCT
iassist-1178	31	32	ls	ls	PROPN
iassist-1178	31	33	)	)	PUNCT
iassist-1178	31	34	and	and	CCONJ
iassist-1178	31	35	the	the	DET
iassist-1178	31	36	unique	unique	ADJ
iassist-1178	31	37	opportunities	opportunity	NOUN
iassist-1178	31	38	it	it	PRON
iassist-1178	31	39	offers	offer	VERB
iassist-1178	31	40	for	for	ADP
iassist-1178	31	41	longitudinal	longitudinal	ADJ
iassist-1178	31	42	research	research	NOUN
iassist-1178	31	43	on	on	ADP
iassist-1178	31	44	the	the	DET
iassist-1178	31	45	population	population	NOUN
iassist-1178	31	46	of	of	ADP
iassist-1178	31	47	england	england	PROPN
iassist-1178	31	48	and	and	CCONJ
iassist-1178	31	49	wales	wales	PROPN
iassist-1178	31	50	.	.	PUNCT
iassist-1178	32	1	their	their	PRON
iassist-1178	32	2	article	article	NOUN
iassist-1178	32	3	,	,	PUNCT
iassist-1178	32	4	“	"	PUNCT
iassist-1178	32	5	the	the	DET
iassist-1178	32	6	ons	ons	PROPN
iassist-1178	32	7	longitudinal	longitudinal	ADJ
iassist-1178	32	8	study	study	NOUN
iassist-1178	32	9	–	–	PUNCT
iassist-1178	32	10	opportunities	opportunity	NOUN
iassist-1178	32	11	for	for	ADP
iassist-1178	32	12	longitudinal	longitudinal	ADJ
iassist-1178	32	13	research	research	NOUN
iassist-1178	32	14	on	on	ADP
iassist-1178	32	15	the	the	DET
iassist-1178	32	16	england	england	PROPN
iassist-1178	32	17	and	and	CCONJ
iassist-1178	32	18	wales	wales	PROPN
iassist-1178	32	19	population	population	NOUN
iassist-1178	32	20	,	,	PUNCT
iassist-1178	32	21	”	"	PUNCT
iassist-1178	32	22	details	detail	VERB
iassist-1178	32	23	the	the	DET
iassist-1178	32	24	scope	scope	NOUN
iassist-1178	32	25	and	and	CCONJ
iassist-1178	32	26	content	content	NOUN
iassist-1178	32	27	of	of	ADP
iassist-1178	32	28	the	the	DET
iassist-1178	32	29	ons	ons	PROPN
iassist-1178	32	30	-	-	PUNCT
iassist-1178	32	31	ls	ls	PROPN
iassist-1178	32	32	and	and	CCONJ
iassist-1178	32	33	introduces	introduce	VERB
iassist-1178	32	34	the	the	DET
iassist-1178	32	35	centre	centre	NOUN
iassist-1178	32	36	for	for	ADP
iassist-1178	32	37	longitudinal	longitudinal	ADJ
iassist-1178	32	38	study	study	NOUN
iassist-1178	32	39	information	information	NOUN
iassist-1178	32	40	and	and	CCONJ
iassist-1178	32	41	user	user	NOUN
iassist-1178	32	42	support	support	NOUN
iassist-1178	32	43	(	(	PUNCT
iassist-1178	32	44	celsius	celsius	NOUN
iassist-1178	32	45	)	)	PUNCT
iassist-1178	32	46	,	,	PUNCT
iassist-1178	32	47	highlighting	highlight	VERB
iassist-1178	32	48	its	its	PRON
iassist-1178	32	49	role	role	NOUN
iassist-1178	32	50	in	in	ADP
iassist-1178	32	51	assisting	assist	VERB
iassist-1178	32	52	both	both	CCONJ
iassist-1178	32	53	current	current	ADJ
iassist-1178	32	54	and	and	CCONJ
iassist-1178	32	55	prospective	prospective	ADJ
iassist-1178	32	56	users	user	NOUN
iassist-1178	32	57	.	.	PUNCT
iassist-1178	33	1	the	the	DET
iassist-1178	33	2	article	article	NOUN
iassist-1178	33	3	also	also	ADV
iassist-1178	33	4	includes	include	VERB
iassist-1178	33	5	a	a	DET
iassist-1178	33	6	comparative	comparative	ADJ
iassist-1178	33	7	analysis	analysis	NOUN
iassist-1178	33	8	of	of	ADP
iassist-1178	33	9	the	the	DET
iassist-1178	33	10	ons	ons	NOUN
iassist-1178	33	11	-	-	PUNCT
iassist-1178	33	12	ls	ls	NOUN
iassist-1178	33	13	alongside	alongside	ADP
iassist-1178	33	14	other	other	ADJ
iassist-1178	33	15	census	census	NOUN
iassist-1178	33	16	-	-	PUNCT
iassist-1178	33	17	based	base	VERB
iassist-1178	33	18	longitudinal	longitudinal	ADJ
iassist-1178	33	19	studies	study	NOUN
iassist-1178	33	20	within	within	ADP
iassist-1178	33	21	an	an	DET
iassist-1178	33	22	international	international	ADJ
iassist-1178	33	23	context	context	NOUN
iassist-1178	33	24	.	.	PUNCT
iassist-1178	34	1	enjoy	enjoy	VERB
iassist-1178	34	2	the	the	DET
iassist-1178	34	3	reading	reading	NOUN
iassist-1178	34	4	!	!	PUNCT
iassist-1178	35	1	michele	michele	PROPN
iassist-1178	35	2	hayslett	hayslett	VERB
iassist-1178	35	3	and	and	CCONJ
iassist-1178	35	4	ofira	ofira	VERB
iassist-1178	35	5	schwartz	schwartz	PROPN
iassist-1178	35	6	,	,	PUNCT
iassist-1178	35	7	september	september	PROPN
iassist-1178	35	8	2025	2025	NUM
iassist-1178	35	9	https://doi.org/10.29173/iq1178	https://doi.org/10.29173/iq1178	PROPN
iassist-1178	35	10	editors	editor	NOUN
iassist-1178	35	11	’	'	PUNCT
iassist-1178	35	12	notes	note	VERB
iassist-1178	35	13	:	:	PUNCT
iassist-1178	35	14	from	from	ADP
iassist-1178	35	15	fair	fair	ADJ
iassist-1178	35	16	principles	principle	NOUN
iassist-1178	35	17	to	to	ADP
iassist-1178	35	18	data	datum	NOUN
iassist-1178	35	19	competencies	competency	NOUN
iassist-1178	35	20	:	:	PUNCT
iassist-1178	35	21	evolving	evolve	VERB
iassist-1178	35	22	library	library	ADJ
iassist-1178	35	23	support	support	NOUN
iassist-1178	35	24	for	for	ADP
iassist-1178	35	25	data	data	NOUN
iassist-1178	35	26	-	-	PUNCT
iassist-1178	35	27	driven	drive	VERB
iassist-1178	35	28	scholarship	scholarship	NOUN