id	sid	tid	token	lemma	pos
iassist-1128	1	1	microsoft	microsoft	PROPN
iassist-1128	1	2	word	word	NOUN
iassist-1128	1	3	49	49	NUM
iassist-1128	1	4	-	-	SYM
iassist-1128	1	5	1	1	NUM
iassist-1128	1	6	-	-	PUNCT
iassist-1128	1	7	golden	golden	ADJ
iassist-1128	1	8	-	-	PUNCT
iassist-1128	1	9	final	final	ADJ
iassist-1128	1	10	(	(	PUNCT
iassist-1128	1	11	1).docx	1).docx	NUM
iassist-1128	1	12	1/12	1/12	NUM
iassist-1128	1	13	golden	golden	ADJ
iassist-1128	1	14	,	,	PUNCT
iassist-1128	1	15	madison	madison	PROPN
iassist-1128	1	16	(	(	PUNCT
iassist-1128	1	17	2025	2025	NUM
iassist-1128	1	18	)	)	PUNCT
iassist-1128	1	19	adaptive	adaptive	ADJ
iassist-1128	1	20	data	datum	NOUN
iassist-1128	1	21	governance	governance	NOUN
iassist-1128	1	22	for	for	ADP
iassist-1128	1	23	research	research	NOUN
iassist-1128	1	24	data	datum	NOUN
iassist-1128	1	25	management	management	NOUN
iassist-1128	1	26	,	,	PUNCT
iassist-1128	1	27	iassist	iassist	VERB
iassist-1128	1	28	quarterly	quarterly	ADJ
iassist-1128	1	29	49(1	49(1	NOUN
iassist-1128	1	30	)	)	PUNCT
iassist-1128	1	31	,	,	PUNCT
iassist-1128	1	32	pp	pp	ADP
iassist-1128	1	33	.	.	PUNCT
iassist-1128	2	1	1	1	NUM
iassist-1128	2	2	-	-	SYM
iassist-1128	2	3	12	12	NUM
iassist-1128	2	4	.	.	PUNCT
iassist-1128	3	1	doi	doi	NOUN
iassist-1128	3	2	:	:	PUNCT
iassist-1128	3	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	3	4	the	the	DET
iassist-1128	3	5	creative	creative	ADJ
iassist-1128	3	6	commons	common	NOUN
iassist-1128	3	7	-	-	PUNCT
iassist-1128	3	8	attribution	attribution	NOUN
iassist-1128	3	9	-	-	PUNCT
iassist-1128	3	10	noncommercial	noncommercial	ADJ
iassist-1128	3	11	license	license	NOUN
iassist-1128	3	12	4.0	4.0	NUM
iassist-1128	3	13	international	international	NOUN
iassist-1128	3	14	applies	applie	NOUN
iassist-1128	3	15	to	to	ADP
iassist-1128	3	16	all	all	DET
iassist-1128	3	17	works	work	NOUN
iassist-1128	3	18	published	publish	VERB
iassist-1128	3	19	by	by	ADP
iassist-1128	3	20	iassist	iassist	ADJ
iassist-1128	3	21	quarterly	quarterly	ADV
iassist-1128	3	22	.	.	PUNCT
iassist-1128	4	1	authors	author	NOUN
iassist-1128	4	2	will	will	AUX
iassist-1128	4	3	retain	retain	VERB
iassist-1128	4	4	copyright	copyright	NOUN
iassist-1128	4	5	of	of	ADP
iassist-1128	4	6	the	the	DET
iassist-1128	4	7	work	work	NOUN
iassist-1128	4	8	and	and	CCONJ
iassist-1128	4	9	full	full	ADJ
iassist-1128	4	10	publishing	publishing	NOUN
iassist-1128	4	11	rights	right	NOUN
iassist-1128	4	12	.	.	PUNCT
iassist-1128	5	1	adaptive	adaptive	ADJ
iassist-1128	5	2	data	datum	NOUN
iassist-1128	5	3	governance	governance	NOUN
iassist-1128	5	4	for	for	ADP
iassist-1128	5	5	research	research	NOUN
iassist-1128	5	6	data	data	PROPN
iassist-1128	5	7	management	management	PROPN
iassist-1128	5	8	madison	madison	PROPN
iassist-1128	5	9	golden1	golden1	PROPN
iassist-1128	5	10	abstract	abstract	VERB
iassist-1128	5	11	the	the	DET
iassist-1128	5	12	field	field	NOUN
iassist-1128	5	13	of	of	ADP
iassist-1128	5	14	research	research	NOUN
iassist-1128	5	15	data	datum	NOUN
iassist-1128	5	16	management	management	NOUN
iassist-1128	5	17	librarianship	librarianship	NOUN
iassist-1128	5	18	has	have	AUX
iassist-1128	5	19	grown	grow	VERB
iassist-1128	5	20	significantly	significantly	ADV
iassist-1128	5	21	in	in	ADP
iassist-1128	5	22	past	past	ADJ
iassist-1128	5	23	years	year	NOUN
iassist-1128	5	24	but	but	CCONJ
iassist-1128	5	25	continues	continue	VERB
iassist-1128	5	26	to	to	PART
iassist-1128	5	27	face	face	VERB
iassist-1128	5	28	the	the	DET
iassist-1128	5	29	challenges	challenge	NOUN
iassist-1128	5	30	of	of	ADP
iassist-1128	5	31	knowledge	knowledge	NOUN
iassist-1128	5	32	gaps	gap	NOUN
iassist-1128	5	33	,	,	PUNCT
iassist-1128	5	34	frequent	frequent	ADJ
iassist-1128	5	35	changes	change	NOUN
iassist-1128	5	36	to	to	ADP
iassist-1128	5	37	policy	policy	NOUN
iassist-1128	5	38	and	and	CCONJ
iassist-1128	5	39	guidance	guidance	NOUN
iassist-1128	5	40	,	,	PUNCT
iassist-1128	5	41	and	and	CCONJ
iassist-1128	5	42	the	the	DET
iassist-1128	5	43	complexity	complexity	NOUN
iassist-1128	5	44	and	and	CCONJ
iassist-1128	5	45	context	context	NOUN
iassist-1128	5	46	that	that	PRON
iassist-1128	5	47	comes	come	VERB
iassist-1128	5	48	from	from	ADP
iassist-1128	5	49	data	datum	NOUN
iassist-1128	5	50	that	that	PRON
iassist-1128	5	51	varies	vary	VERB
iassist-1128	5	52	both	both	PRON
iassist-1128	5	53	in	in	ADP
iassist-1128	5	54	type	type	NOUN
iassist-1128	5	55	and	and	CCONJ
iassist-1128	5	56	format	format	NOUN
iassist-1128	5	57	.	.	PUNCT
iassist-1128	6	1	as	as	ADP
iassist-1128	6	2	a	a	DET
iassist-1128	6	3	research	research	NOUN
iassist-1128	6	4	data	datum	NOUN
iassist-1128	6	5	librarian	librarian	NOUN
iassist-1128	6	6	,	,	PUNCT
iassist-1128	6	7	i	i	PRON
iassist-1128	6	8	face	face	VERB
iassist-1128	6	9	these	these	DET
iassist-1128	6	10	issues	issue	NOUN
iassist-1128	6	11	on	on	ADP
iassist-1128	6	12	a	a	DET
iassist-1128	6	13	daily	daily	ADJ
iassist-1128	6	14	basis	basis	NOUN
iassist-1128	6	15	and	and	CCONJ
iassist-1128	6	16	have	have	AUX
iassist-1128	6	17	adopted	adopt	VERB
iassist-1128	6	18	an	an	DET
iassist-1128	6	19	adaptive	adaptive	ADJ
iassist-1128	6	20	approach	approach	NOUN
iassist-1128	6	21	that	that	PRON
iassist-1128	6	22	combines	combine	VERB
iassist-1128	6	23	multiple	multiple	ADJ
iassist-1128	6	24	styles	style	NOUN
iassist-1128	6	25	to	to	PART
iassist-1128	6	26	balance	balance	VERB
iassist-1128	6	27	the	the	DET
iassist-1128	6	28	individual	individual	ADJ
iassist-1128	6	29	needs	need	NOUN
iassist-1128	6	30	of	of	ADP
iassist-1128	6	31	researchers	researcher	NOUN
iassist-1128	6	32	while	while	SCONJ
iassist-1128	6	33	complying	comply	VERB
iassist-1128	6	34	with	with	ADP
iassist-1128	6	35	policies	policy	NOUN
iassist-1128	6	36	and	and	CCONJ
iassist-1128	6	37	best	good	ADJ
iassist-1128	6	38	practices	practice	NOUN
iassist-1128	6	39	.	.	PUNCT
iassist-1128	7	1	this	this	DET
iassist-1128	7	2	approach	approach	NOUN
iassist-1128	7	3	was	be	AUX
iassist-1128	7	4	adopted	adopt	VERB
iassist-1128	7	5	from	from	ADP
iassist-1128	7	6	my	my	PRON
iassist-1128	7	7	past	past	ADJ
iassist-1128	7	8	experience	experience	NOUN
iassist-1128	7	9	in	in	ADP
iassist-1128	7	10	data	datum	NOUN
iassist-1128	7	11	governance	governance	NOUN
iassist-1128	7	12	at	at	ADP
iassist-1128	7	13	a	a	DET
iassist-1128	7	14	corporation	corporation	NOUN
iassist-1128	7	15	in	in	ADP
iassist-1128	7	16	which	which	PRON
iassist-1128	7	17	we	we	PRON
iassist-1128	7	18	faced	face	VERB
iassist-1128	7	19	the	the	DET
iassist-1128	7	20	same	same	ADJ
iassist-1128	7	21	core	core	NOUN
iassist-1128	7	22	challenges	challenge	NOUN
iassist-1128	7	23	.	.	PUNCT
iassist-1128	8	1	incorporating	incorporate	VERB
iassist-1128	8	2	the	the	DET
iassist-1128	8	3	four	four	NUM
iassist-1128	8	4	styles	style	NOUN
iassist-1128	8	5	of	of	ADP
iassist-1128	8	6	data	datum	NOUN
iassist-1128	8	7	governance	governance	NOUN
iassist-1128	8	8	as	as	SCONJ
iassist-1128	8	9	laid	lay	VERB
iassist-1128	8	10	out	out	ADP
iassist-1128	8	11	by	by	ADP
iassist-1128	8	12	gartner	gartner	NOUN
iassist-1128	8	13	provides	provide	VERB
iassist-1128	8	14	a	a	DET
iassist-1128	8	15	framework	framework	NOUN
iassist-1128	8	16	for	for	ADP
iassist-1128	8	17	librarians	librarian	NOUN
iassist-1128	8	18	and	and	CCONJ
iassist-1128	8	19	data	datum	NOUN
iassist-1128	8	20	governance	governance	NOUN
iassist-1128	8	21	specialists	specialist	NOUN
iassist-1128	8	22	alike	alike	ADV
iassist-1128	8	23	to	to	PART
iassist-1128	8	24	prioritize	prioritize	VERB
iassist-1128	8	25	competing	compete	VERB
iassist-1128	8	26	needs	need	NOUN
iassist-1128	8	27	and	and	CCONJ
iassist-1128	8	28	guide	guide	VERB
iassist-1128	8	29	researchers	researcher	NOUN
iassist-1128	8	30	through	through	ADP
iassist-1128	8	31	the	the	DET
iassist-1128	8	32	data	datum	NOUN
iassist-1128	8	33	lifecycle	lifecycle	NOUN
iassist-1128	8	34	.	.	PUNCT
iassist-1128	9	1	the	the	DET
iassist-1128	9	2	benefits	benefit	NOUN
iassist-1128	9	3	of	of	ADP
iassist-1128	9	4	this	this	DET
iassist-1128	9	5	approach	approach	NOUN
iassist-1128	9	6	include	include	VERB
iassist-1128	9	7	increased	increase	VERB
iassist-1128	9	8	flexibility	flexibility	NOUN
iassist-1128	9	9	in	in	ADP
iassist-1128	9	10	data	data	NOUN
iassist-1128	9	11	management	management	NOUN
iassist-1128	9	12	practices	practice	NOUN
iassist-1128	9	13	,	,	PUNCT
iassist-1128	9	14	continuous	continuous	ADJ
iassist-1128	9	15	improvement	improvement	NOUN
iassist-1128	9	16	of	of	ADP
iassist-1128	9	17	services	service	NOUN
iassist-1128	9	18	and	and	CCONJ
iassist-1128	9	19	resources	resource	NOUN
iassist-1128	9	20	,	,	PUNCT
iassist-1128	9	21	efficiency	efficiency	NOUN
iassist-1128	9	22	,	,	PUNCT
iassist-1128	9	23	and	and	CCONJ
iassist-1128	9	24	empowerment	empowerment	NOUN
iassist-1128	9	25	of	of	ADP
iassist-1128	9	26	researchers	researcher	NOUN
iassist-1128	9	27	and	and	CCONJ
iassist-1128	9	28	related	related	ADJ
iassist-1128	9	29	stakeholders	stakeholder	NOUN
iassist-1128	9	30	.	.	PUNCT
iassist-1128	10	1	keywords	keyword	VERB
iassist-1128	10	2	research	research	NOUN
iassist-1128	10	3	data	datum	NOUN
iassist-1128	10	4	management	management	NOUN
iassist-1128	10	5	,	,	PUNCT
iassist-1128	10	6	data	data	NOUN
iassist-1128	10	7	governance	governance	NOUN
iassist-1128	10	8	,	,	PUNCT
iassist-1128	10	9	adaptive	adaptive	ADJ
iassist-1128	10	10	data	datum	NOUN
iassist-1128	10	11	governance	governance	NOUN
iassist-1128	10	12	,	,	PUNCT
iassist-1128	10	13	data	datum	NOUN
iassist-1128	10	14	librarianship	librarianship	NOUN
iassist-1128	10	15	introduction	introduction	NOUN
iassist-1128	10	16	while	while	SCONJ
iassist-1128	10	17	research	research	NOUN
iassist-1128	10	18	data	data	NOUN
iassist-1128	10	19	management	management	NOUN
iassist-1128	10	20	support	support	NOUN
iassist-1128	10	21	in	in	ADP
iassist-1128	10	22	academic	academic	ADJ
iassist-1128	10	23	libraries	library	NOUN
iassist-1128	10	24	is	be	AUX
iassist-1128	10	25	becoming	become	VERB
iassist-1128	10	26	an	an	DET
iassist-1128	10	27	essential	essential	ADJ
iassist-1128	10	28	service	service	NOUN
iassist-1128	10	29	,	,	PUNCT
iassist-1128	10	30	work	work	NOUN
iassist-1128	10	31	remains	remain	VERB
iassist-1128	10	32	to	to	PART
iassist-1128	10	33	be	be	AUX
iassist-1128	10	34	done	do	VERB
iassist-1128	10	35	to	to	PART
iassist-1128	10	36	balance	balance	VERB
iassist-1128	10	37	priorities	priority	NOUN
iassist-1128	10	38	and	and	CCONJ
iassist-1128	10	39	offer	offer	VERB
iassist-1128	10	40	the	the	DET
iassist-1128	10	41	most	most	ADV
iassist-1128	10	42	impactful	impactful	ADJ
iassist-1128	10	43	services	service	NOUN
iassist-1128	10	44	possible	possible	ADJ
iassist-1128	10	45	with	with	ADP
iassist-1128	10	46	the	the	DET
iassist-1128	10	47	resources	resource	NOUN
iassist-1128	10	48	available	available	ADJ
iassist-1128	10	49	.	.	PUNCT
iassist-1128	11	1	policies	policy	NOUN
iassist-1128	11	2	and	and	CCONJ
iassist-1128	11	3	standards	standard	NOUN
iassist-1128	11	4	emerging	emerge	VERB
iassist-1128	11	5	from	from	ADP
iassist-1128	11	6	various	various	ADJ
iassist-1128	11	7	organizations	organization	NOUN
iassist-1128	11	8	,	,	PUNCT
iassist-1128	11	9	training	training	NOUN
iassist-1128	11	10	gaps	gap	NOUN
iassist-1128	11	11	,	,	PUNCT
iassist-1128	11	12	and	and	CCONJ
iassist-1128	11	13	the	the	DET
iassist-1128	11	14	complexity	complexity	NOUN
iassist-1128	11	15	and	and	CCONJ
iassist-1128	11	16	context	context	NOUN
iassist-1128	11	17	of	of	ADP
iassist-1128	11	18	academic	academic	ADJ
iassist-1128	11	19	research	research	NOUN
iassist-1128	11	20	datasets	dataset	NOUN
iassist-1128	11	21	create	create	VERB
iassist-1128	11	22	a	a	DET
iassist-1128	11	23	challenging	challenging	ADJ
iassist-1128	11	24	landscape	landscape	NOUN
iassist-1128	11	25	for	for	ADP
iassist-1128	11	26	researchers	researcher	NOUN
iassist-1128	11	27	and	and	CCONJ
iassist-1128	11	28	librarians	librarian	NOUN
iassist-1128	11	29	alike	alike	ADV
iassist-1128	11	30	(	(	PUNCT
iassist-1128	11	31	sheikh	sheikh	PROPN
iassist-1128	11	32	et	et	PROPN
iassist-1128	11	33	al	al	PROPN
iassist-1128	11	34	,	,	PUNCT
iassist-1128	11	35	2023	2023	NUM
iassist-1128	11	36	)	)	PUNCT
iassist-1128	11	37	.	.	PUNCT
iassist-1128	12	1	these	these	DET
iassist-1128	12	2	challenges	challenge	NOUN
iassist-1128	12	3	are	be	AUX
iassist-1128	12	4	best	well	ADV
iassist-1128	12	5	met	meet	VERB
iassist-1128	12	6	with	with	ADP
iassist-1128	12	7	a	a	DET
iassist-1128	12	8	flexible	flexible	ADJ
iassist-1128	12	9	and	and	CCONJ
iassist-1128	12	10	institution	institution	NOUN
iassist-1128	12	11	-	-	PUNCT
iassist-1128	12	12	specific	specific	ADJ
iassist-1128	12	13	approach	approach	NOUN
iassist-1128	12	14	that	that	PRON
iassist-1128	12	15	can	can	AUX
iassist-1128	12	16	balance	balance	VERB
iassist-1128	12	17	individual	individual	ADJ
iassist-1128	12	18	researcher	researcher	NOUN
iassist-1128	12	19	needs	need	VERB
iassist-1128	12	20	with	with	ADP
iassist-1128	12	21	policies	policy	NOUN
iassist-1128	12	22	and	and	CCONJ
iassist-1128	12	23	best	good	ADJ
iassist-1128	12	24	practices	practice	NOUN
iassist-1128	12	25	.	.	PUNCT
iassist-1128	13	1	prior	prior	ADV
iassist-1128	13	2	to	to	ADP
iassist-1128	13	3	becoming	become	VERB
iassist-1128	13	4	a	a	DET
iassist-1128	13	5	research	research	NOUN
iassist-1128	13	6	data	datum	NOUN
iassist-1128	13	7	librarian	librarian	NOUN
iassist-1128	13	8	,	,	PUNCT
iassist-1128	13	9	i	i	PRON
iassist-1128	13	10	had	have	VERB
iassist-1128	13	11	three	three	NUM
iassist-1128	13	12	years	year	NOUN
iassist-1128	13	13	of	of	ADP
iassist-1128	13	14	experience	experience	NOUN
iassist-1128	13	15	in	in	ADP
iassist-1128	13	16	data	datum	NOUN
iassist-1128	13	17	analytics	analytic	NOUN
iassist-1128	13	18	and	and	CCONJ
iassist-1128	13	19	data	datum	NOUN
iassist-1128	13	20	governance	governance	NOUN
iassist-1128	13	21	at	at	ADP
iassist-1128	13	22	a	a	DET
iassist-1128	13	23	large	large	ADJ
iassist-1128	13	24	insurance	insurance	NOUN
iassist-1128	13	25	corporation	corporation	NOUN
iassist-1128	13	26	.	.	PUNCT
iassist-1128	14	1	during	during	ADP
iassist-1128	14	2	this	this	DET
iassist-1128	14	3	time	time	NOUN
iassist-1128	14	4	,	,	PUNCT
iassist-1128	14	5	analysts	analyst	NOUN
iassist-1128	14	6	and	and	CCONJ
iassist-1128	14	7	data	datum	NOUN
iassist-1128	14	8	engineers	engineer	NOUN
iassist-1128	14	9	encountered	encounter	VERB
iassist-1128	14	10	many	many	ADJ
iassist-1128	14	11	of	of	ADP
iassist-1128	14	12	the	the	DET
iassist-1128	14	13	same	same	ADJ
iassist-1128	14	14	challenges	challenge	NOUN
iassist-1128	14	15	as	as	ADP
iassist-1128	14	16	researchers	researcher	NOUN
iassist-1128	14	17	;	;	PUNCT
iassist-1128	14	18	complying	comply	VERB
iassist-1128	14	19	with	with	ADP
iassist-1128	14	20	policies	policy	NOUN
iassist-1128	14	21	,	,	PUNCT
iassist-1128	14	22	managing	manage	VERB
iassist-1128	14	23	sensitive	sensitive	ADJ
iassist-1128	14	24	data	datum	NOUN
iassist-1128	14	25	,	,	PUNCT
iassist-1128	14	26	and	and	CCONJ
iassist-1128	14	27	documenting	document	VERB
iassist-1128	14	28	data	data	NOUN
iassist-1128	14	29	workflows	workflow	NOUN
iassist-1128	14	30	.	.	PUNCT
iassist-1128	15	1	the	the	DET
iassist-1128	15	2	data	data	NOUN
iassist-1128	15	3	governance	governance	NOUN
iassist-1128	15	4	team	team	NOUN
iassist-1128	15	5	was	be	AUX
iassist-1128	15	6	created	create	VERB
iassist-1128	15	7	to	to	PART
iassist-1128	15	8	address	address	VERB
iassist-1128	15	9	these	these	DET
iassist-1128	15	10	issues	issue	NOUN
iassist-1128	15	11	and	and	CCONJ
iassist-1128	15	12	included	include	VERB
iassist-1128	15	13	ten	ten	NUM
iassist-1128	15	14	people	people	NOUN
iassist-1128	15	15	.	.	PUNCT
iassist-1128	16	1	we	we	PRON
iassist-1128	16	2	primarily	primarily	ADV
iassist-1128	16	3	collaborated	collaborate	VERB
iassist-1128	16	4	with	with	ADP
iassist-1128	16	5	data	datum	NOUN
iassist-1128	16	6	engineering	engineering	NOUN
iassist-1128	16	7	teams	team	NOUN
iassist-1128	16	8	to	to	PART
iassist-1128	16	9	apply	apply	VERB
iassist-1128	16	10	security	security	NOUN
iassist-1128	16	11	,	,	PUNCT
iassist-1128	16	12	classify	classify	VERB
iassist-1128	16	13	data	datum	NOUN
iassist-1128	16	14	,	,	PUNCT
iassist-1128	16	15	and	and	CCONJ
iassist-1128	16	16	standardize	standardize	VERB
iassist-1128	16	17	metadata	metadata	NOUN
iassist-1128	16	18	for	for	ADP
iassist-1128	16	19	datasets	dataset	NOUN
iassist-1128	16	20	across	across	ADP
iassist-1128	16	21	the	the	DET
iassist-1128	16	22	organization	organization	NOUN
iassist-1128	16	23	.	.	PUNCT
iassist-1128	17	1	additionally	additionally	ADV
iassist-1128	17	2	,	,	PUNCT
iassist-1128	17	3	we	we	PRON
iassist-1128	17	4	worked	work	VERB
iassist-1128	17	5	with	with	ADP
iassist-1128	17	6	data	datum	NOUN
iassist-1128	17	7	analysts	analyst	NOUN
iassist-1128	17	8	to	to	PART
iassist-1128	17	9	understand	understand	VERB
iassist-1128	17	10	the	the	DET
iassist-1128	17	11	data	datum	NOUN
iassist-1128	17	12	they	they	PRON
iassist-1128	17	13	were	be	AUX
iassist-1128	17	14	subject	subject	ADJ
iassist-1128	17	15	matter	matter	NOUN
iassist-1128	17	16	experts	expert	NOUN
iassist-1128	17	17	in	in	ADP
iassist-1128	17	18	,	,	PUNCT
iassist-1128	17	19	as	as	ADV
iassist-1128	17	20	well	well	ADV
iassist-1128	17	21	as	as	ADP
iassist-1128	17	22	,	,	PUNCT
iassist-1128	17	23	assisting	assist	VERB
iassist-1128	17	24	them	they	PRON
iassist-1128	17	25	in	in	ADP
iassist-1128	17	26	finding	find	VERB
iassist-1128	17	27	the	the	DET
iassist-1128	17	28	appropriate	appropriate	ADJ
iassist-1128	17	29	data	datum	NOUN
iassist-1128	17	30	.	.	PUNCT
iassist-1128	18	1	we	we	PRON
iassist-1128	18	2	trained	train	VERB
iassist-1128	18	3	all	all	DET
iassist-1128	18	4	groups	group	NOUN
iassist-1128	18	5	working	work	VERB
iassist-1128	18	6	with	with	ADP
iassist-1128	18	7	data	datum	NOUN
iassist-1128	18	8	on	on	ADP
iassist-1128	18	9	the	the	DET
iassist-1128	18	10	company	company	NOUN
iassist-1128	18	11	’s	’s	PART
iassist-1128	18	12	data	datum	NOUN
iassist-1128	18	13	policies	policy	NOUN
iassist-1128	18	14	and	and	CCONJ
iassist-1128	18	15	the	the	DET
iassist-1128	18	16	data	data	NOUN
iassist-1128	18	17	catalog	catalog	NOUN
iassist-1128	18	18	we	we	PRON
iassist-1128	18	19	managed	manage	VERB
iassist-1128	18	20	for	for	ADP
iassist-1128	18	21	the	the	DET
iassist-1128	18	22	company	company	NOUN
iassist-1128	18	23	.	.	PUNCT
iassist-1128	19	1	members	member	NOUN
iassist-1128	19	2	of	of	ADP
iassist-1128	19	3	the	the	DET
iassist-1128	19	4	team	team	NOUN
iassist-1128	19	5	2/12	2/12	NUM
iassist-1128	19	6	golden	golden	ADJ
iassist-1128	19	7	,	,	PUNCT
iassist-1128	19	8	madison	madison	PROPN
iassist-1128	19	9	(	(	PUNCT
iassist-1128	19	10	2025	2025	NUM
iassist-1128	19	11	)	)	PUNCT
iassist-1128	19	12	adaptive	adaptive	ADJ
iassist-1128	19	13	data	datum	NOUN
iassist-1128	19	14	governance	governance	NOUN
iassist-1128	19	15	for	for	ADP
iassist-1128	19	16	research	research	NOUN
iassist-1128	19	17	data	datum	NOUN
iassist-1128	19	18	management	management	NOUN
iassist-1128	19	19	,	,	PUNCT
iassist-1128	19	20	iassist	iassist	VERB
iassist-1128	19	21	quarterly	quarterly	ADJ
iassist-1128	19	22	49(1	49(1	NOUN
iassist-1128	19	23	)	)	PUNCT
iassist-1128	19	24	,	,	PUNCT
iassist-1128	19	25	pp	pp	ADP
iassist-1128	19	26	.	.	PUNCT
iassist-1128	20	1	1	1	NUM
iassist-1128	20	2	-	-	SYM
iassist-1128	20	3	12	12	NUM
iassist-1128	20	4	.	.	PUNCT
iassist-1128	21	1	doi	doi	NOUN
iassist-1128	21	2	:	:	PUNCT
iassist-1128	21	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	21	4	also	also	ADV
iassist-1128	21	5	coordinated	coordinate	VERB
iassist-1128	21	6	a	a	DET
iassist-1128	21	7	data	data	NOUN
iassist-1128	21	8	stewardship	stewardship	NOUN
iassist-1128	21	9	program	program	NOUN
iassist-1128	21	10	to	to	PART
iassist-1128	21	11	expand	expand	VERB
iassist-1128	21	12	our	our	PRON
iassist-1128	21	13	reach	reach	NOUN
iassist-1128	21	14	and	and	CCONJ
iassist-1128	21	15	receive	receive	VERB
iassist-1128	21	16	continuous	continuous	ADJ
iassist-1128	21	17	input	input	NOUN
iassist-1128	21	18	from	from	ADP
iassist-1128	21	19	across	across	ADP
iassist-1128	21	20	the	the	DET
iassist-1128	21	21	company	company	NOUN
iassist-1128	21	22	.	.	PUNCT
iassist-1128	22	1	throughout	throughout	ADP
iassist-1128	22	2	these	these	DET
iassist-1128	22	3	efforts	effort	NOUN
iassist-1128	22	4	,	,	PUNCT
iassist-1128	22	5	my	my	PRON
iassist-1128	22	6	manager	manager	NOUN
iassist-1128	22	7	employed	employ	VERB
iassist-1128	22	8	the	the	DET
iassist-1128	22	9	adaptive	adaptive	ADJ
iassist-1128	22	10	data	data	NOUN
iassist-1128	22	11	governance	governance	NOUN
iassist-1128	22	12	approach	approach	NOUN
iassist-1128	22	13	to	to	PART
iassist-1128	22	14	balance	balance	VERB
iassist-1128	22	15	the	the	DET
iassist-1128	22	16	fast	fast	ADV
iassist-1128	22	17	-	-	PUNCT
iassist-1128	22	18	paced	pace	VERB
iassist-1128	22	19	and	and	CCONJ
iassist-1128	22	20	goal	goal	NOUN
iassist-1128	22	21	-	-	PUNCT
iassist-1128	22	22	oriented	orient	VERB
iassist-1128	22	23	approach	approach	NOUN
iassist-1128	22	24	of	of	ADP
iassist-1128	22	25	the	the	DET
iassist-1128	22	26	company	company	NOUN
iassist-1128	22	27	’s	’s	PART
iassist-1128	22	28	leadership	leadership	NOUN
iassist-1128	22	29	with	with	ADP
iassist-1128	22	30	the	the	DET
iassist-1128	22	31	longer	long	ADJ
iassist-1128	22	32	term	term	NOUN
iassist-1128	22	33	goal	goal	NOUN
iassist-1128	22	34	of	of	ADP
iassist-1128	22	35	achieving	achieve	VERB
iassist-1128	22	36	proper	proper	ADJ
iassist-1128	22	37	data	datum	NOUN
iassist-1128	22	38	management	management	NOUN
iassist-1128	22	39	.	.	PUNCT
iassist-1128	23	1	this	this	DET
iassist-1128	23	2	paper	paper	NOUN
iassist-1128	23	3	proposes	propose	VERB
iassist-1128	23	4	how	how	SCONJ
iassist-1128	23	5	gartner	gartner	NOUN
iassist-1128	23	6	’s	’s	PART
iassist-1128	23	7	adaptive	adaptive	ADJ
iassist-1128	23	8	data	datum	NOUN
iassist-1128	23	9	governance	governance	NOUN
iassist-1128	23	10	model	model	NOUN
iassist-1128	23	11	can	can	AUX
iassist-1128	23	12	be	be	AUX
iassist-1128	23	13	mapped	map	VERB
iassist-1128	23	14	onto	onto	ADP
iassist-1128	23	15	the	the	DET
iassist-1128	23	16	field	field	NOUN
iassist-1128	23	17	of	of	ADP
iassist-1128	23	18	research	research	NOUN
iassist-1128	23	19	data	datum	NOUN
iassist-1128	23	20	management	management	NOUN
iassist-1128	23	21	librarianship	librarianship	NOUN
iassist-1128	23	22	.	.	PUNCT
iassist-1128	24	1	gartner	gartner	PROPN
iassist-1128	24	2	is	be	AUX
iassist-1128	24	3	a	a	DET
iassist-1128	24	4	research	research	NOUN
iassist-1128	24	5	and	and	CCONJ
iassist-1128	24	6	consulting	consulting	NOUN
iassist-1128	24	7	firm	firm	NOUN
iassist-1128	24	8	located	locate	VERB
iassist-1128	24	9	in	in	ADP
iassist-1128	24	10	the	the	DET
iassist-1128	24	11	united	united	PROPN
iassist-1128	24	12	states	states	PROPN
iassist-1128	24	13	that	that	PRON
iassist-1128	24	14	focuses	focus	VERB
iassist-1128	24	15	on	on	ADP
iassist-1128	24	16	business	business	NOUN
iassist-1128	24	17	and	and	CCONJ
iassist-1128	24	18	technology	technology	NOUN
iassist-1128	24	19	.	.	PUNCT
iassist-1128	25	1	according	accord	VERB
iassist-1128	25	2	to	to	ADP
iassist-1128	25	3	their	their	PRON
iassist-1128	25	4	website	website	NOUN
iassist-1128	25	5	,	,	PUNCT
iassist-1128	25	6	gartner	gartner	PROPN
iassist-1128	25	7	specializes	specialize	VERB
iassist-1128	25	8	in	in	ADP
iassist-1128	25	9	”	"	PUNCT
iassist-1128	25	10	actionable	actionable	ADJ
iassist-1128	25	11	,	,	PUNCT
iassist-1128	25	12	objective	objective	ADJ
iassist-1128	25	13	insights	insight	NOUN
iassist-1128	25	14	”	"	PUNCT
iassist-1128	25	15	,	,	PUNCT
iassist-1128	25	16	along	along	ADP
iassist-1128	25	17	with	with	ADP
iassist-1128	25	18	”	"	PUNCT
iassist-1128	25	19	expert	expert	ADJ
iassist-1128	25	20	guidance	guidance	NOUN
iassist-1128	25	21	and	and	CCONJ
iassist-1128	25	22	tools	tool	NOUN
iassist-1128	25	23	”	"	PUNCT
iassist-1128	25	24	(	(	PUNCT
iassist-1128	25	25	gartner	gartner	NOUN
iassist-1128	25	26	,	,	PUNCT
iassist-1128	25	27	2025	2025	NUM
iassist-1128	25	28	)	)	PUNCT
iassist-1128	25	29	.	.	PUNCT
iassist-1128	26	1	they	they	PRON
iassist-1128	26	2	have	have	AUX
iassist-1128	26	3	been	be	AUX
iassist-1128	26	4	in	in	ADP
iassist-1128	26	5	business	business	NOUN
iassist-1128	26	6	for	for	ADP
iassist-1128	26	7	over	over	ADP
iassist-1128	26	8	40	40	NUM
iassist-1128	26	9	years	year	NOUN
iassist-1128	26	10	and	and	CCONJ
iassist-1128	26	11	work	work	VERB
iassist-1128	26	12	with	with	ADP
iassist-1128	26	13	businesses	business	NOUN
iassist-1128	26	14	in	in	ADP
iassist-1128	26	15	nearly	nearly	ADV
iassist-1128	26	16	90	90	NUM
iassist-1128	26	17	countries	country	NOUN
iassist-1128	26	18	and	and	CCONJ
iassist-1128	26	19	territories	territory	NOUN
iassist-1128	26	20	(	(	PUNCT
iassist-1128	26	21	gartner	gartner	NOUN
iassist-1128	26	22	,	,	PUNCT
iassist-1128	26	23	2025	2025	NUM
iassist-1128	26	24	)	)	PUNCT
iassist-1128	26	25	.	.	PUNCT
iassist-1128	27	1	this	this	DET
iassist-1128	27	2	approach	approach	NOUN
iassist-1128	27	3	will	will	AUX
iassist-1128	27	4	assist	assist	VERB
iassist-1128	27	5	data	datum	NOUN
iassist-1128	27	6	librarians	librarian	NOUN
iassist-1128	27	7	and	and	CCONJ
iassist-1128	27	8	those	those	PRON
iassist-1128	27	9	in	in	ADP
iassist-1128	27	10	related	related	ADJ
iassist-1128	27	11	positions	position	NOUN
iassist-1128	27	12	to	to	PART
iassist-1128	27	13	balance	balance	VERB
iassist-1128	27	14	policy	policy	NOUN
iassist-1128	27	15	and	and	CCONJ
iassist-1128	27	16	best	good	ADJ
iassist-1128	27	17	practices	practice	NOUN
iassist-1128	27	18	with	with	ADP
iassist-1128	27	19	the	the	DET
iassist-1128	27	20	individual	individual	ADJ
iassist-1128	27	21	needs	need	NOUN
iassist-1128	27	22	of	of	ADP
iassist-1128	27	23	researchers	researcher	NOUN
iassist-1128	27	24	and	and	CCONJ
iassist-1128	27	25	departments	department	NOUN
iassist-1128	27	26	,	,	PUNCT
iassist-1128	27	27	as	as	ADV
iassist-1128	27	28	well	well	ADV
iassist-1128	27	29	as	as	ADP
iassist-1128	27	30	develop	develop	VERB
iassist-1128	27	31	services	service	NOUN
iassist-1128	27	32	and	and	CCONJ
iassist-1128	27	33	resources	resource	NOUN
iassist-1128	27	34	as	as	SCONJ
iassist-1128	27	35	data	data	NOUN
iassist-1128	27	36	management	management	NOUN
iassist-1128	27	37	maturity	maturity	NOUN
iassist-1128	27	38	grows	grow	VERB
iassist-1128	27	39	on	on	ADP
iassist-1128	27	40	campus	campus	NOUN
iassist-1128	27	41	.	.	PUNCT
iassist-1128	28	1	there	there	PRON
iassist-1128	28	2	are	be	VERB
iassist-1128	28	3	several	several	ADJ
iassist-1128	28	4	existing	exist	VERB
iassist-1128	28	5	guides	guide	NOUN
iassist-1128	28	6	and	and	CCONJ
iassist-1128	28	7	frameworks	framework	NOUN
iassist-1128	28	8	for	for	ADP
iassist-1128	28	9	developing	develop	VERB
iassist-1128	28	10	research	research	NOUN
iassist-1128	28	11	data	datum	NOUN
iassist-1128	28	12	management	management	NOUN
iassist-1128	28	13	services	service	NOUN
iassist-1128	28	14	.	.	PUNCT
iassist-1128	29	1	the	the	DET
iassist-1128	29	2	digital	digital	ADJ
iassist-1128	29	3	curation	curation	NOUN
iassist-1128	29	4	center	center	NOUN
iassist-1128	29	5	developed	develop	VERB
iassist-1128	29	6	the	the	DET
iassist-1128	29	7	research	research	NOUN
iassist-1128	29	8	infrastructure	infrastructure	NOUN
iassist-1128	29	9	self	self	NOUN
iassist-1128	29	10	-	-	PUNCT
iassist-1128	29	11	evaluation	evaluation	NOUN
iassist-1128	29	12	(	(	PUNCT
iassist-1128	29	13	rise	rise	NOUN
iassist-1128	29	14	)	)	PUNCT
iassist-1128	29	15	framework	framework	NOUN
iassist-1128	29	16	in	in	ADP
iassist-1128	29	17	2017	2017	NUM
iassist-1128	29	18	to	to	PART
iassist-1128	29	19	“	"	PUNCT
iassist-1128	29	20	facilitate	facilitate	VERB
iassist-1128	29	21	rdm	rdm	PROPN
iassist-1128	29	22	service	service	NOUN
iassist-1128	29	23	planning	planning	NOUN
iassist-1128	29	24	and	and	CCONJ
iassist-1128	29	25	development	development	NOUN
iassist-1128	29	26	at	at	ADP
iassist-1128	29	27	the	the	DET
iassist-1128	29	28	institutional	institutional	ADJ
iassist-1128	29	29	level	level	NOUN
iassist-1128	29	30	”	"	PUNCT
iassist-1128	29	31	(	(	PUNCT
iassist-1128	29	32	rans	ran	NOUN
iassist-1128	29	33	and	and	CCONJ
iassist-1128	29	34	whyte	whyte	PROPN
iassist-1128	29	35	,	,	PUNCT
iassist-1128	29	36	2017	2017	NUM
iassist-1128	29	37	,	,	PUNCT
iassist-1128	29	38	p.3	p.3	NOUN
iassist-1128	29	39	)	)	PUNCT
iassist-1128	29	40	.	.	PUNCT
iassist-1128	30	1	oclc	oclc	PROPN
iassist-1128	30	2	research	research	PROPN
iassist-1128	30	3	also	also	ADV
iassist-1128	30	4	developed	develop	VERB
iassist-1128	30	5	a	a	DET
iassist-1128	30	6	three	three	NUM
iassist-1128	30	7	-	-	PUNCT
iassist-1128	30	8	part	part	NOUN
iassist-1128	30	9	research	research	NOUN
iassist-1128	30	10	data	datum	NOUN
iassist-1128	30	11	management	management	NOUN
iassist-1128	30	12	service	service	NOUN
iassist-1128	30	13	guide	guide	NOUN
iassist-1128	30	14	in	in	ADP
iassist-1128	30	15	2018	2018	NUM
iassist-1128	30	16	covering	cover	VERB
iassist-1128	30	17	how	how	SCONJ
iassist-1128	30	18	to	to	PART
iassist-1128	30	19	understand	understand	VERB
iassist-1128	30	20	local	local	ADJ
iassist-1128	30	21	needs	need	NOUN
iassist-1128	30	22	,	,	PUNCT
iassist-1128	30	23	identifying	identify	VERB
iassist-1128	30	24	incentives	incentive	NOUN
iassist-1128	30	25	for	for	ADP
iassist-1128	30	26	various	various	ADJ
iassist-1128	30	27	services	service	NOUN
iassist-1128	30	28	,	,	PUNCT
iassist-1128	30	29	and	and	CCONJ
iassist-1128	30	30	whether	whether	SCONJ
iassist-1128	30	31	to	to	PART
iassist-1128	30	32	create	create	VERB
iassist-1128	30	33	or	or	CCONJ
iassist-1128	30	34	buy	buy	VERB
iassist-1128	30	35	identified	identify	VERB
iassist-1128	30	36	services	service	NOUN
iassist-1128	30	37	(	(	PUNCT
iassist-1128	30	38	bryant	bryant	NOUN
iassist-1128	30	39	,	,	PUNCT
iassist-1128	30	40	2018	2018	NUM
iassist-1128	30	41	)	)	PUNCT
iassist-1128	30	42	.	.	PUNCT
iassist-1128	31	1	additional	additional	ADJ
iassist-1128	31	2	institution	institution	NOUN
iassist-1128	31	3	-	-	PUNCT
iassist-1128	31	4	specific	specific	ADJ
iassist-1128	31	5	case	case	NOUN
iassist-1128	31	6	studies	study	NOUN
iassist-1128	31	7	and	and	CCONJ
iassist-1128	31	8	frameworks	framework	NOUN
iassist-1128	31	9	regarding	regard	VERB
iassist-1128	31	10	the	the	DET
iassist-1128	31	11	development	development	NOUN
iassist-1128	31	12	of	of	ADP
iassist-1128	31	13	research	research	NOUN
iassist-1128	31	14	data	datum	NOUN
iassist-1128	31	15	management	management	NOUN
iassist-1128	31	16	services	service	NOUN
iassist-1128	31	17	were	be	AUX
iassist-1128	31	18	also	also	ADV
iassist-1128	31	19	developed	develop	VERB
iassist-1128	31	20	.	.	PUNCT
iassist-1128	32	1	examples	example	NOUN
iassist-1128	32	2	include	include	VERB
iassist-1128	32	3	oxford	oxford	PROPN
iassist-1128	32	4	university	university	NOUN
iassist-1128	32	5	,	,	PUNCT
iassist-1128	32	6	central	central	PROPN
iassist-1128	32	7	washington	washington	PROPN
iassist-1128	32	8	university	university	PROPN
iassist-1128	32	9	,	,	PUNCT
iassist-1128	32	10	and	and	CCONJ
iassist-1128	32	11	the	the	DET
iassist-1128	32	12	university	university	NOUN
iassist-1128	32	13	of	of	ADP
iassist-1128	32	14	toronto	toronto	PROPN
iassist-1128	32	15	(	(	PUNCT
iassist-1128	32	16	chiarelli	chiarelli	PROPN
iassist-1128	32	17	et	et	PROPN
iassist-1128	32	18	al	al	PROPN
iassist-1128	32	19	,	,	PUNCT
iassist-1128	32	20	2022	2022	NUM
iassist-1128	32	21	;	;	PUNCT
iassist-1128	32	22	fu	fu	PROPN
iassist-1128	32	23	et	et	PROPN
iassist-1128	32	24	al	al	PROPN
iassist-1128	32	25	,	,	PUNCT
iassist-1128	32	26	2022	2022	NUM
iassist-1128	32	27	;	;	PUNCT
iassist-1128	32	28	perrier	perrier	PROPN
iassist-1128	32	29	&	&	CCONJ
iassist-1128	32	30	barnes	barnes	PROPN
iassist-1128	32	31	,	,	PUNCT
iassist-1128	32	32	2018	2018	NUM
iassist-1128	32	33	)	)	PUNCT
iassist-1128	32	34	.	.	PUNCT
iassist-1128	33	1	while	while	SCONJ
iassist-1128	33	2	these	these	DET
iassist-1128	33	3	guides	guide	NOUN
iassist-1128	33	4	and	and	CCONJ
iassist-1128	33	5	frameworks	framework	NOUN
iassist-1128	33	6	address	address	VERB
iassist-1128	33	7	similar	similar	ADJ
iassist-1128	33	8	issues	issue	NOUN
iassist-1128	33	9	of	of	ADP
iassist-1128	33	10	institution	institution	NOUN
iassist-1128	33	11	-	-	PUNCT
iassist-1128	33	12	level	level	NOUN
iassist-1128	33	13	needs	need	VERB
iassist-1128	33	14	assessment	assessment	NOUN
iassist-1128	33	15	,	,	PUNCT
iassist-1128	33	16	service	service	NOUN
iassist-1128	33	17	maturity	maturity	NOUN
iassist-1128	33	18	,	,	PUNCT
iassist-1128	33	19	and	and	CCONJ
iassist-1128	33	20	the	the	DET
iassist-1128	33	21	costs	cost	NOUN
iassist-1128	33	22	versus	versus	ADP
iassist-1128	33	23	benefits	benefit	NOUN
iassist-1128	33	24	of	of	ADP
iassist-1128	33	25	various	various	ADJ
iassist-1128	33	26	services	service	NOUN
iassist-1128	33	27	;	;	PUNCT
iassist-1128	33	28	the	the	DET
iassist-1128	33	29	model	model	NOUN
iassist-1128	33	30	presented	present	VERB
iassist-1128	33	31	in	in	ADP
iassist-1128	33	32	this	this	DET
iassist-1128	33	33	paper	paper	NOUN
iassist-1128	33	34	offers	offer	VERB
iassist-1128	33	35	a	a	DET
iassist-1128	33	36	new	new	ADJ
iassist-1128	33	37	framework	framework	NOUN
iassist-1128	33	38	for	for	ADP
iassist-1128	33	39	categorizing	categorize	VERB
iassist-1128	33	40	and	and	CCONJ
iassist-1128	33	41	evolving	evolve	VERB
iassist-1128	33	42	services	service	NOUN
iassist-1128	33	43	over	over	ADP
iassist-1128	33	44	time	time	NOUN
iassist-1128	33	45	by	by	ADP
iassist-1128	33	46	utilizing	utilize	VERB
iassist-1128	33	47	multiple	multiple	ADJ
iassist-1128	33	48	styles	style	NOUN
iassist-1128	33	49	of	of	ADP
iassist-1128	33	50	governance	governance	NOUN
iassist-1128	33	51	.	.	PUNCT
iassist-1128	34	1	this	this	DET
iassist-1128	34	2	paper	paper	NOUN
iassist-1128	34	3	will	will	AUX
iassist-1128	34	4	rely	rely	VERB
iassist-1128	34	5	on	on	ADP
iassist-1128	34	6	my	my	PRON
iassist-1128	34	7	experiences	experience	NOUN
iassist-1128	34	8	as	as	ADP
iassist-1128	34	9	a	a	DET
iassist-1128	34	10	research	research	NOUN
iassist-1128	34	11	data	datum	NOUN
iassist-1128	34	12	librarian	librarian	NOUN
iassist-1128	34	13	at	at	ADP
iassist-1128	34	14	the	the	DET
iassist-1128	34	15	university	university	PROPN
iassist-1128	34	16	of	of	ADP
iassist-1128	34	17	utah	utah	PROPN
iassist-1128	34	18	.	.	PUNCT
iassist-1128	35	1	as	as	ADP
iassist-1128	35	2	such	such	ADJ
iassist-1128	35	3	,	,	PUNCT
iassist-1128	35	4	generalizability	generalizability	NOUN
iassist-1128	35	5	of	of	ADP
iassist-1128	35	6	this	this	DET
iassist-1128	35	7	work	work	NOUN
iassist-1128	35	8	is	be	AUX
iassist-1128	35	9	limited	limit	VERB
iassist-1128	35	10	and	and	CCONJ
iassist-1128	35	11	requires	require	VERB
iassist-1128	35	12	further	further	ADJ
iassist-1128	35	13	research	research	NOUN
iassist-1128	35	14	and	and	CCONJ
iassist-1128	35	15	application	application	NOUN
iassist-1128	35	16	at	at	ADP
iassist-1128	35	17	other	other	ADJ
iassist-1128	35	18	institutions	institution	NOUN
iassist-1128	35	19	.	.	PUNCT
iassist-1128	36	1	for	for	ADP
iassist-1128	36	2	context	context	NOUN
iassist-1128	36	3	,	,	PUNCT
iassist-1128	36	4	the	the	DET
iassist-1128	36	5	university	university	NOUN
iassist-1128	36	6	of	of	ADP
iassist-1128	36	7	utah	utah	PROPN
iassist-1128	36	8	is	be	AUX
iassist-1128	36	9	an	an	DET
iassist-1128	36	10	r1	r1	PROPN
iassist-1128	36	11	research	research	NOUN
iassist-1128	36	12	university	university	NOUN
iassist-1128	36	13	with	with	ADP
iassist-1128	36	14	approximately	approximately	ADV
iassist-1128	36	15	26,827	26,827	NUM
iassist-1128	36	16	undergraduate	undergraduate	ADJ
iassist-1128	36	17	students	student	NOUN
iassist-1128	36	18	and	and	CCONJ
iassist-1128	36	19	8,409	8,409	NUM
iassist-1128	36	20	graduate	graduate	NOUN
iassist-1128	36	21	students	student	NOUN
iassist-1128	36	22	as	as	ADP
iassist-1128	36	23	of	of	ADP
iassist-1128	36	24	2023	2023	NUM
iassist-1128	36	25	.	.	PUNCT
iassist-1128	37	1	there	there	PRON
iassist-1128	37	2	are	be	VERB
iassist-1128	37	3	1,592	1,592	NUM
iassist-1128	37	4	full	full	ADJ
iassist-1128	37	5	-	-	PUNCT
iassist-1128	37	6	time	time	NOUN
iassist-1128	37	7	tenure	tenure	NOUN
iassist-1128	37	8	-	-	PUNCT
iassist-1128	37	9	line	line	NOUN
iassist-1128	37	10	faculty	faculty	NOUN
iassist-1128	37	11	and	and	CCONJ
iassist-1128	37	12	1,863	1,863	NUM
iassist-1128	37	13	full	full	ADJ
iassist-1128	37	14	-	-	PUNCT
iassist-1128	37	15	time	time	NOUN
iassist-1128	37	16	career	career	NOUN
iassist-1128	37	17	-	-	PUNCT
iassist-1128	37	18	line	line	NOUN
iassist-1128	37	19	faculty	faculty	NOUN
iassist-1128	37	20	.	.	PUNCT
iassist-1128	38	1	in	in	ADP
iassist-1128	38	2	the	the	DET
iassist-1128	38	3	2023	2023	NUM
iassist-1128	38	4	fiscal	fiscal	ADJ
iassist-1128	38	5	year	year	NOUN
iassist-1128	38	6	,	,	PUNCT
iassist-1128	38	7	the	the	DET
iassist-1128	38	8	institution	institution	NOUN
iassist-1128	38	9	received	receive	VERB
iassist-1128	38	10	$	$	SYM
iassist-1128	38	11	768	768	NUM
iassist-1128	38	12	million	million	NUM
iassist-1128	38	13	in	in	ADP
iassist-1128	38	14	research	research	NOUN
iassist-1128	38	15	funding	funding	NOUN
iassist-1128	38	16	(	(	PUNCT
iassist-1128	38	17	university	university	NOUN
iassist-1128	38	18	of	of	ADP
iassist-1128	38	19	utah	utah	PROPN
iassist-1128	38	20	,	,	PUNCT
iassist-1128	38	21	2024	2024	NUM
iassist-1128	38	22	)	)	PUNCT
iassist-1128	38	23	.	.	PUNCT
iassist-1128	39	1	prior	prior	ADV
iassist-1128	39	2	to	to	ADP
iassist-1128	39	3	august	august	PROPN
iassist-1128	39	4	of	of	ADP
iassist-1128	39	5	2023	2023	NUM
iassist-1128	39	6	,	,	PUNCT
iassist-1128	39	7	there	there	PRON
iassist-1128	39	8	was	be	VERB
iassist-1128	39	9	a	a	DET
iassist-1128	39	10	brief	brief	ADJ
iassist-1128	39	11	gap	gap	NOUN
iassist-1128	39	12	in	in	ADP
iassist-1128	39	13	research	research	NOUN
iassist-1128	39	14	data	datum	NOUN
iassist-1128	39	15	support	support	NOUN
iassist-1128	39	16	from	from	ADP
iassist-1128	39	17	the	the	DET
iassist-1128	39	18	library	library	NOUN
iassist-1128	39	19	which	which	PRON
iassist-1128	39	20	was	be	AUX
iassist-1128	39	21	filled	fill	VERB
iassist-1128	39	22	by	by	ADP
iassist-1128	39	23	myself	myself	PRON
iassist-1128	39	24	and	and	CCONJ
iassist-1128	39	25	one	one	NUM
iassist-1128	39	26	other	other	ADJ
iassist-1128	39	27	research	research	NOUN
iassist-1128	39	28	data	datum	NOUN
iassist-1128	39	29	librarian	librarian	ADJ
iassist-1128	39	30	faculty	faculty	NOUN
iassist-1128	39	31	member	member	NOUN
iassist-1128	39	32	.	.	PUNCT
iassist-1128	40	1	these	these	DET
iassist-1128	40	2	hires	hire	NOUN
iassist-1128	40	3	and	and	CCONJ
iassist-1128	40	4	subsequent	subsequent	ADJ
iassist-1128	40	5	reinstatement	reinstatement	NOUN
iassist-1128	40	6	and	and	CCONJ
iassist-1128	40	7	expansion	expansion	NOUN
iassist-1128	40	8	of	of	ADP
iassist-1128	40	9	research	research	NOUN
iassist-1128	40	10	data	datum	NOUN
iassist-1128	40	11	services	service	NOUN
iassist-1128	40	12	were	be	AUX
iassist-1128	40	13	a	a	DET
iassist-1128	40	14	direct	direct	ADJ
iassist-1128	40	15	result	result	NOUN
iassist-1128	40	16	of	of	ADP
iassist-1128	40	17	the	the	DET
iassist-1128	40	18	ostp	ostp	ADJ
iassist-1128	40	19	memo	memo	NOUN
iassist-1128	40	20	of	of	ADP
iassist-1128	40	21	2022	2022	NUM
iassist-1128	40	22	and	and	CCONJ
iassist-1128	40	23	an	an	DET
iassist-1128	40	24	increased	increase	VERB
iassist-1128	40	25	focus	focus	NOUN
iassist-1128	40	26	on	on	ADP
iassist-1128	40	27	open	open	ADJ
iassist-1128	40	28	science	science	NOUN
iassist-1128	40	29	across	across	ADP
iassist-1128	40	30	campus	campus	NOUN
iassist-1128	40	31	.	.	PUNCT
iassist-1128	41	1	in	in	ADP
iassist-1128	41	2	addition	addition	NOUN
iassist-1128	41	3	to	to	ADP
iassist-1128	41	4	the	the	DET
iassist-1128	41	5	library	library	NOUN
iassist-1128	41	6	,	,	PUNCT
iassist-1128	41	7	research	research	NOUN
iassist-1128	41	8	data	datum	NOUN
iassist-1128	41	9	infrastructure	infrastructure	NOUN
iassist-1128	41	10	comes	come	VERB
iassist-1128	41	11	from	from	ADP
iassist-1128	41	12	the	the	DET
iassist-1128	41	13	center	center	NOUN
iassist-1128	41	14	of	of	ADP
iassist-1128	41	15	high	high	ADJ
iassist-1128	41	16	performance	performance	NOUN
iassist-1128	41	17	computing	computing	NOUN
iassist-1128	41	18	,	,	PUNCT
iassist-1128	41	19	guidance	guidance	NOUN
iassist-1128	41	20	from	from	ADP
iassist-1128	41	21	the	the	DET
iassist-1128	41	22	vice	vice	NOUN
iassist-1128	41	23	president	president	NOUN
iassist-1128	41	24	of	of	ADP
iassist-1128	41	25	research	research	NOUN
iassist-1128	41	26	office	office	NOUN
iassist-1128	41	27	,	,	PUNCT
iassist-1128	41	28	and	and	CCONJ
iassist-1128	41	29	data	datum	NOUN
iassist-1128	41	30	science	science	NOUN
iassist-1128	41	31	initiatives	initiative	NOUN
iassist-1128	41	32	.	.	PUNCT
iassist-1128	42	1	methodology	methodology	NOUN
iassist-1128	42	2	at	at	ADP
iassist-1128	42	3	its	its	PRON
iassist-1128	42	4	core	core	NOUN
iassist-1128	42	5	,	,	PUNCT
iassist-1128	42	6	this	this	PRON
iassist-1128	42	7	is	be	AUX
iassist-1128	42	8	a	a	DET
iassist-1128	42	9	conceptual	conceptual	ADJ
iassist-1128	42	10	article	article	NOUN
iassist-1128	42	11	which	which	PRON
iassist-1128	42	12	utilizes	utilize	VERB
iassist-1128	42	13	theory	theory	NOUN
iassist-1128	42	14	adaptation	adaptation	NOUN
iassist-1128	42	15	to	to	PART
iassist-1128	42	16	expand	expand	VERB
iassist-1128	42	17	upon	upon	SCONJ
iassist-1128	42	18	gartner	gartner	NOUN
iassist-1128	42	19	’s	’s	PART
iassist-1128	42	20	adaptive	adaptive	ADJ
iassist-1128	42	21	data	datum	NOUN
iassist-1128	42	22	governance	governance	NOUN
iassist-1128	42	23	model	model	NOUN
iassist-1128	42	24	,	,	PUNCT
iassist-1128	42	25	wherein	wherein	SCONJ
iassist-1128	42	26	four	four	NUM
iassist-1128	42	27	styles	style	NOUN
iassist-1128	42	28	of	of	ADP
iassist-1128	42	29	data	datum	NOUN
iassist-1128	42	30	governance	governance	NOUN
iassist-1128	42	31	are	be	AUX
iassist-1128	42	32	used	use	VERB
iassist-1128	42	33	simultaneously	simultaneously	ADV
iassist-1128	42	34	to	to	PART
iassist-1128	42	35	meet	meet	VERB
iassist-1128	42	36	variable	variable	ADJ
iassist-1128	42	37	needs	need	NOUN
iassist-1128	42	38	.	.	PUNCT
iassist-1128	43	1	because	because	SCONJ
iassist-1128	43	2	of	of	ADP
iassist-1128	43	3	this	this	PRON
iassist-1128	43	4	,	,	PUNCT
iassist-1128	43	5	the	the	DET
iassist-1128	43	6	paper	paper	NOUN
iassist-1128	43	7	relies	rely	VERB
iassist-1128	43	8	on	on	ADP
iassist-1128	43	9	gartner	gartner	PROPN
iassist-1128	43	10	research	research	PROPN
iassist-1128	43	11	’s	’s	PART
iassist-1128	43	12	methodology	methodology	NOUN
iassist-1128	43	13	.	.	PUNCT
iassist-1128	44	1	gartner	gartner	PROPN
iassist-1128	44	2	states	states	PROPN
iassist-1128	44	3	that	that	SCONJ
iassist-1128	44	4	they	they	PRON
iassist-1128	44	5	“	"	PUNCT
iassist-1128	44	6	offer	offer	VERB
iassist-1128	44	7	a	a	DET
iassist-1128	44	8	full	full	ADJ
iassist-1128	44	9	range	range	NOUN
iassist-1128	44	10	of	of	ADP
iassist-1128	44	11	research	research	NOUN
iassist-1128	44	12	methods	method	NOUN
iassist-1128	44	13	such	such	ADJ
iassist-1128	44	14	as	as	ADP
iassist-1128	44	15	in	in	ADP
iassist-1128	44	16	-	-	PUNCT
iassist-1128	44	17	depth	depth	NOUN
iassist-1128	44	18	proprietary	proprietary	ADJ
iassist-1128	44	19	studies	study	NOUN
iassist-1128	44	20	,	,	PUNCT
iassist-1128	44	21	peer	peer	NOUN
iassist-1128	44	22	and	and	CCONJ
iassist-1128	44	23	industry	industry	NOUN
iassist-1128	44	24	best	good	ADJ
iassist-1128	44	25	practices	practice	NOUN
iassist-1128	44	26	,	,	PUNCT
iassist-1128	44	27	trend	trend	NOUN
iassist-1128	44	28	analysis	analysis	NOUN
iassist-1128	44	29	and	and	CCONJ
iassist-1128	44	30	quantitative	quantitative	ADJ
iassist-1128	44	31	modeling	modeling	NOUN
iassist-1128	44	32	”	"	PUNCT
iassist-1128	44	33	(	(	PUNCT
iassist-1128	44	34	gartner	gartner	NOUN
iassist-1128	44	35	,	,	PUNCT
iassist-1128	44	36	2024	2024	NUM
iassist-1128	44	37	)	)	PUNCT
iassist-1128	44	38	.	.	PUNCT
iassist-1128	45	1	their	their	PRON
iassist-1128	45	2	proprietary	proprietary	ADJ
iassist-1128	45	3	3/12	3/12	NUM
iassist-1128	45	4	golden	golden	ADJ
iassist-1128	45	5	,	,	PUNCT
iassist-1128	45	6	madison	madison	PROPN
iassist-1128	45	7	(	(	PUNCT
iassist-1128	45	8	2025	2025	NUM
iassist-1128	45	9	)	)	PUNCT
iassist-1128	45	10	adaptive	adaptive	ADJ
iassist-1128	45	11	data	datum	NOUN
iassist-1128	45	12	governance	governance	NOUN
iassist-1128	45	13	for	for	ADP
iassist-1128	45	14	research	research	NOUN
iassist-1128	45	15	data	datum	NOUN
iassist-1128	45	16	management	management	NOUN
iassist-1128	45	17	,	,	PUNCT
iassist-1128	45	18	iassist	iassist	VERB
iassist-1128	45	19	quarterly	quarterly	ADJ
iassist-1128	45	20	49(1	49(1	NOUN
iassist-1128	45	21	)	)	PUNCT
iassist-1128	45	22	,	,	PUNCT
iassist-1128	45	23	pp	pp	ADP
iassist-1128	45	24	.	.	PUNCT
iassist-1128	46	1	1	1	NUM
iassist-1128	46	2	-	-	SYM
iassist-1128	46	3	12	12	NUM
iassist-1128	46	4	.	.	PUNCT
iassist-1128	47	1	doi	doi	NOUN
iassist-1128	47	2	:	:	PUNCT
iassist-1128	47	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	47	4	methodology	methodology	NOUN
iassist-1128	47	5	was	be	AUX
iassist-1128	47	6	developed	develop	VERB
iassist-1128	47	7	and	and	CCONJ
iassist-1128	47	8	utilized	utilize	VERB
iassist-1128	47	9	by	by	ADP
iassist-1128	47	10	their	their	PRON
iassist-1128	47	11	global	global	ADJ
iassist-1128	47	12	experts	expert	NOUN
iassist-1128	47	13	numbering	number	VERB
iassist-1128	47	14	over	over	ADP
iassist-1128	47	15	2,000	2,000	NUM
iassist-1128	47	16	.	.	PUNCT
iassist-1128	48	1	in	in	ADP
iassist-1128	48	2	regards	regard	NOUN
iassist-1128	48	3	to	to	ADP
iassist-1128	48	4	their	their	PRON
iassist-1128	48	5	objectivity	objectivity	NOUN
iassist-1128	48	6	,	,	PUNCT
iassist-1128	48	7	gartner	gartner	PROPN
iassist-1128	48	8	cites	cite	VERB
iassist-1128	48	9	their	their	PRON
iassist-1128	48	10	strict	strict	ADJ
iassist-1128	48	11	code	code	NOUN
iassist-1128	48	12	of	of	ADP
iassist-1128	48	13	conduct	conduct	NOUN
iassist-1128	48	14	and	and	CCONJ
iassist-1128	48	15	guidelines	guideline	NOUN
iassist-1128	48	16	to	to	PART
iassist-1128	48	17	ensure	ensure	VERB
iassist-1128	48	18	neither	neither	CCONJ
iassist-1128	48	19	the	the	DET
iassist-1128	48	20	company	company	NOUN
iassist-1128	48	21	nor	nor	CCONJ
iassist-1128	48	22	its	its	PRON
iassist-1128	48	23	employees	employee	NOUN
iassist-1128	48	24	are	be	AUX
iassist-1128	48	25	in	in	ADP
iassist-1128	48	26	a	a	DET
iassist-1128	48	27	position	position	NOUN
iassist-1128	48	28	to	to	PART
iassist-1128	48	29	benefit	benefit	VERB
iassist-1128	48	30	from	from	ADP
iassist-1128	48	31	any	any	DET
iassist-1128	48	32	one	one	NUM
iassist-1128	48	33	company	company	NOUN
iassist-1128	48	34	,	,	PUNCT
iassist-1128	48	35	industry	industry	NOUN
iassist-1128	48	36	,	,	PUNCT
iassist-1128	48	37	or	or	CCONJ
iassist-1128	48	38	technology	technology	NOUN
iassist-1128	48	39	(	(	PUNCT
iassist-1128	48	40	gartner	gartner	NOUN
iassist-1128	48	41	,	,	PUNCT
iassist-1128	48	42	2024	2024	NUM
iassist-1128	48	43	)	)	PUNCT
iassist-1128	48	44	.	.	PUNCT
iassist-1128	49	1	in	in	ADP
iassist-1128	49	2	addition	addition	NOUN
iassist-1128	49	3	,	,	PUNCT
iassist-1128	49	4	they	they	PRON
iassist-1128	49	5	were	be	AUX
iassist-1128	49	6	ranked	rank	VERB
iassist-1128	49	7	by	by	ADP
iassist-1128	49	8	forbes	forbes	PROPN
iassist-1128	49	9	as	as	SCONJ
iassist-1128	49	10	#	#	SYM
iassist-1128	49	11	92	92	NUM
iassist-1128	49	12	on	on	ADP
iassist-1128	49	13	their	their	PRON
iassist-1128	49	14	america	america	PROPN
iassist-1128	49	15	’s	’s	PART
iassist-1128	49	16	best	good	ADJ
iassist-1128	49	17	companies	company	NOUN
iassist-1128	49	18	list	list	VERB
iassist-1128	49	19	for	for	ADP
iassist-1128	49	20	2025	2025	NUM
iassist-1128	49	21	(	(	PUNCT
iassist-1128	49	22	forbes	forbes	PROPN
iassist-1128	49	23	,	,	PUNCT
iassist-1128	49	24	2024	2024	NUM
iassist-1128	49	25	)	)	PUNCT
iassist-1128	49	26	.	.	PUNCT
iassist-1128	50	1	theory	theory	NOUN
iassist-1128	50	2	adaptation	adaptation	NOUN
iassist-1128	50	3	as	as	ADP
iassist-1128	50	4	a	a	DET
iassist-1128	50	5	methodology	methodology	NOUN
iassist-1128	50	6	“	"	PUNCT
iassist-1128	50	7	develop[s	develop[s	PROPN
iassist-1128	50	8	]	]	PUNCT
iassist-1128	50	9	contribution	contribution	NOUN
iassist-1128	50	10	by	by	ADP
iassist-1128	50	11	revising	revise	VERB
iassist-1128	50	12	extant	extant	ADJ
iassist-1128	50	13	knowledge	knowledge	NOUN
iassist-1128	50	14	—	—	PUNCT
iassist-1128	50	15	that	that	ADV
iassist-1128	50	16	is	is	ADV
iassist-1128	50	17	,	,	PUNCT
iassist-1128	50	18	by	by	ADP
iassist-1128	50	19	introducing	introduce	VERB
iassist-1128	50	20	alternative	alternative	ADJ
iassist-1128	50	21	frames	frame	NOUN
iassist-1128	50	22	of	of	ADP
iassist-1128	50	23	reference	reference	NOUN
iassist-1128	50	24	to	to	PART
iassist-1128	50	25	propose	propose	VERB
iassist-1128	50	26	a	a	DET
iassist-1128	50	27	novel	novel	ADJ
iassist-1128	50	28	perspective	perspective	NOUN
iassist-1128	50	29	on	on	ADP
iassist-1128	50	30	an	an	DET
iassist-1128	50	31	extant	extant	ADJ
iassist-1128	50	32	conceptualization	conceptualization	NOUN
iassist-1128	50	33	”	"	PUNCT
iassist-1128	50	34	(	(	PUNCT
iassist-1128	50	35	jaakkola	jaakkola	PROPN
iassist-1128	50	36	,	,	PUNCT
iassist-1128	50	37	2020	2020	NUM
iassist-1128	50	38	,	,	PUNCT
iassist-1128	50	39	p.	p.	NOUN
iassist-1128	50	40	23	23	NUM
iassist-1128	50	41	)	)	PUNCT
iassist-1128	50	42	.	.	PUNCT
iassist-1128	51	1	according	accord	VERB
iassist-1128	51	2	to	to	ADP
iassist-1128	51	3	jaakkola	jaakkola	PROPN
iassist-1128	51	4	,	,	PUNCT
iassist-1128	51	5	this	this	PRON
iassist-1128	51	6	necessitates	necessitate	VERB
iassist-1128	51	7	identifying	identify	VERB
iassist-1128	51	8	a	a	DET
iassist-1128	51	9	theory	theory	NOUN
iassist-1128	51	10	of	of	ADP
iassist-1128	51	11	interest	interest	NOUN
iassist-1128	51	12	,	,	PUNCT
iassist-1128	51	13	adjusting	adjust	VERB
iassist-1128	51	14	or	or	CCONJ
iassist-1128	51	15	expanding	expand	VERB
iassist-1128	51	16	the	the	DET
iassist-1128	51	17	original	original	ADJ
iassist-1128	51	18	theory	theory	NOUN
iassist-1128	51	19	’s	’s	PART
iassist-1128	51	20	scope	scope	NOUN
iassist-1128	51	21	,	,	PUNCT
iassist-1128	51	22	and	and	CCONJ
iassist-1128	51	23	justifying	justify	VERB
iassist-1128	51	24	why	why	SCONJ
iassist-1128	51	25	the	the	DET
iassist-1128	51	26	shift	shift	NOUN
iassist-1128	51	27	is	be	AUX
iassist-1128	51	28	needed	need	VERB
iassist-1128	51	29	,	,	PUNCT
iassist-1128	51	30	including	include	VERB
iassist-1128	51	31	why	why	SCONJ
iassist-1128	51	32	the	the	DET
iassist-1128	51	33	selected	select	VERB
iassist-1128	51	34	theory	theory	NOUN
iassist-1128	51	35	is	be	AUX
iassist-1128	51	36	the	the	DET
iassist-1128	51	37	best	good	ADJ
iassist-1128	51	38	fit	fit	ADJ
iassist-1128	51	39	(	(	PUNCT
iassist-1128	51	40	2020	2020	NUM
iassist-1128	51	41	)	)	PUNCT
iassist-1128	51	42	.	.	PUNCT
iassist-1128	52	1	in	in	ADP
iassist-1128	52	2	keeping	keep	VERB
iassist-1128	52	3	with	with	ADP
iassist-1128	52	4	these	these	DET
iassist-1128	52	5	requirements	requirement	NOUN
iassist-1128	52	6	,	,	PUNCT
iassist-1128	52	7	i	i	PRON
iassist-1128	52	8	will	will	AUX
iassist-1128	52	9	first	first	ADV
iassist-1128	52	10	identify	identify	VERB
iassist-1128	52	11	and	and	CCONJ
iassist-1128	52	12	explain	explain	VERB
iassist-1128	52	13	the	the	DET
iassist-1128	52	14	theory	theory	NOUN
iassist-1128	52	15	of	of	ADP
iassist-1128	52	16	interest	interest	NOUN
iassist-1128	52	17	,	,	PUNCT
iassist-1128	52	18	which	which	PRON
iassist-1128	52	19	will	will	AUX
iassist-1128	52	20	be	be	AUX
iassist-1128	52	21	gartner	gartner	NOUN
iassist-1128	52	22	’s	’s	PART
iassist-1128	52	23	adaptive	adaptive	ADJ
iassist-1128	52	24	data	datum	NOUN
iassist-1128	52	25	governance	governance	NOUN
iassist-1128	52	26	framework	framework	NOUN
iassist-1128	52	27	.	.	PUNCT
iassist-1128	53	1	next	next	ADV
iassist-1128	53	2	,	,	PUNCT
iassist-1128	53	3	i	i	PRON
iassist-1128	53	4	will	will	AUX
iassist-1128	53	5	justify	justify	VERB
iassist-1128	53	6	why	why	SCONJ
iassist-1128	53	7	the	the	DET
iassist-1128	53	8	shift	shift	NOUN
iassist-1128	53	9	is	be	AUX
iassist-1128	53	10	needed	need	VERB
iassist-1128	53	11	by	by	ADP
iassist-1128	53	12	identifying	identify	VERB
iassist-1128	53	13	shared	share	VERB
iassist-1128	53	14	core	core	NOUN
iassist-1128	53	15	challenges	challenge	NOUN
iassist-1128	53	16	of	of	ADP
iassist-1128	53	17	data	datum	NOUN
iassist-1128	53	18	governance	governance	NOUN
iassist-1128	53	19	and	and	CCONJ
iassist-1128	53	20	research	research	NOUN
iassist-1128	53	21	data	datum	NOUN
iassist-1128	53	22	management	management	NOUN
iassist-1128	53	23	,	,	PUNCT
iassist-1128	53	24	as	as	ADV
iassist-1128	53	25	well	well	ADV
iassist-1128	53	26	as	as	ADP
iassist-1128	53	27	how	how	SCONJ
iassist-1128	53	28	these	these	DET
iassist-1128	53	29	challenges	challenge	NOUN
iassist-1128	53	30	are	be	AUX
iassist-1128	53	31	addressed	address	VERB
iassist-1128	53	32	by	by	ADP
iassist-1128	53	33	the	the	DET
iassist-1128	53	34	framework	framework	NOUN
iassist-1128	53	35	.	.	PUNCT
iassist-1128	54	1	finally	finally	ADV
iassist-1128	54	2	,	,	PUNCT
iassist-1128	54	3	the	the	DET
iassist-1128	54	4	shared	share	VERB
iassist-1128	54	5	core	core	NOUN
iassist-1128	54	6	challenges	challenge	NOUN
iassist-1128	54	7	along	along	ADP
iassist-1128	54	8	with	with	ADP
iassist-1128	54	9	the	the	DET
iassist-1128	54	10	mapping	mapping	NOUN
iassist-1128	54	11	of	of	ADP
iassist-1128	54	12	research	research	NOUN
iassist-1128	54	13	data	datum	NOUN
iassist-1128	54	14	management	management	NOUN
iassist-1128	54	15	services	service	NOUN
iassist-1128	54	16	and	and	CCONJ
iassist-1128	54	17	their	their	PRON
iassist-1128	54	18	iterative	iterative	NOUN
iassist-1128	54	19	development	development	NOUN
iassist-1128	54	20	into	into	ADP
iassist-1128	54	21	the	the	DET
iassist-1128	54	22	framework	framework	NOUN
iassist-1128	54	23	will	will	AUX
iassist-1128	54	24	be	be	AUX
iassist-1128	54	25	used	use	VERB
iassist-1128	54	26	to	to	PART
iassist-1128	54	27	argue	argue	VERB
iassist-1128	54	28	the	the	DET
iassist-1128	54	29	efficacy	efficacy	NOUN
iassist-1128	54	30	of	of	ADP
iassist-1128	54	31	this	this	DET
iassist-1128	54	32	theory	theory	NOUN
iassist-1128	54	33	adaptation	adaptation	NOUN
iassist-1128	54	34	.	.	PUNCT
iassist-1128	55	1	as	as	ADP
iassist-1128	55	2	with	with	ADP
iassist-1128	55	3	all	all	DET
iassist-1128	55	4	conceptual	conceptual	ADJ
iassist-1128	55	5	articles	article	NOUN
iassist-1128	55	6	,	,	PUNCT
iassist-1128	55	7	the	the	DET
iassist-1128	55	8	work	work	NOUN
iassist-1128	55	9	has	have	AUX
iassist-1128	55	10	not	not	PART
iassist-1128	55	11	been	be	AUX
iassist-1128	55	12	empirically	empirically	ADV
iassist-1128	55	13	proven	prove	VERB
iassist-1128	55	14	“	"	PUNCT
iassist-1128	55	15	but	but	CCONJ
iassist-1128	55	16	rather	rather	ADV
iassist-1128	55	17	build[s	build[s	ADV
iassist-1128	55	18	]	]	PUNCT
iassist-1128	55	19	on	on	ADP
iassist-1128	55	20	theories	theory	NOUN
iassist-1128	55	21	and	and	CCONJ
iassist-1128	55	22	concepts	concept	NOUN
iassist-1128	55	23	that	that	PRON
iassist-1128	55	24	are	be	AUX
iassist-1128	55	25	developed	develop	VERB
iassist-1128	55	26	and	and	CCONJ
iassist-1128	55	27	tested	test	VERB
iassist-1128	55	28	through	through	ADP
iassist-1128	55	29	empirical	empirical	ADJ
iassist-1128	55	30	research	research	NOUN
iassist-1128	55	31	”	"	PUNCT
iassist-1128	55	32	(	(	PUNCT
iassist-1128	55	33	jaakkola	jaakkola	PROPN
iassist-1128	55	34	,	,	PUNCT
iassist-1128	55	35	2020	2020	NUM
iassist-1128	55	36	,	,	PUNCT
iassist-1128	55	37	p.	p.	NOUN
iassist-1128	55	38	19	19	NUM
iassist-1128	55	39	)	)	PUNCT
iassist-1128	55	40	.	.	PUNCT
iassist-1128	56	1	as	as	ADP
iassist-1128	56	2	such	such	ADJ
iassist-1128	56	3	,	,	PUNCT
iassist-1128	56	4	this	this	DET
iassist-1128	56	5	paper	paper	NOUN
iassist-1128	56	6	will	will	AUX
iassist-1128	56	7	also	also	ADV
iassist-1128	56	8	include	include	VERB
iassist-1128	56	9	limitations	limitation	NOUN
iassist-1128	56	10	and	and	CCONJ
iassist-1128	56	11	a	a	DET
iassist-1128	56	12	call	call	NOUN
iassist-1128	56	13	for	for	ADP
iassist-1128	56	14	further	further	ADJ
iassist-1128	56	15	evaluation	evaluation	NOUN
iassist-1128	56	16	and	and	CCONJ
iassist-1128	56	17	critique	critique	NOUN
iassist-1128	56	18	.	.	PUNCT
iassist-1128	57	1	data	datum	NOUN
iassist-1128	57	2	governance	governance	NOUN
iassist-1128	57	3	overview	overview	NOUN
iassist-1128	57	4	data	datum	NOUN
iassist-1128	57	5	management	management	PROPN
iassist-1128	57	6	association	association	PROPN
iassist-1128	57	7	international	international	PROPN
iassist-1128	57	8	(	(	PUNCT
iassist-1128	57	9	dama	dama	PROPN
iassist-1128	57	10	)	)	PUNCT
iassist-1128	57	11	defines	define	VERB
iassist-1128	57	12	data	datum	NOUN
iassist-1128	57	13	governance	governance	NOUN
iassist-1128	57	14	as	as	ADP
iassist-1128	57	15	“	"	PUNCT
iassist-1128	57	16	the	the	DET
iassist-1128	57	17	planning	planning	NOUN
iassist-1128	57	18	,	,	PUNCT
iassist-1128	57	19	oversight	oversight	NOUN
iassist-1128	57	20	,	,	PUNCT
iassist-1128	57	21	and	and	CCONJ
iassist-1128	57	22	control	control	NOUN
iassist-1128	57	23	over	over	ADP
iassist-1128	57	24	management	management	NOUN
iassist-1128	57	25	of	of	ADP
iassist-1128	57	26	data	datum	NOUN
iassist-1128	57	27	and	and	CCONJ
iassist-1128	57	28	the	the	DET
iassist-1128	57	29	use	use	NOUN
iassist-1128	57	30	of	of	ADP
iassist-1128	57	31	data	datum	NOUN
iassist-1128	57	32	and	and	CCONJ
iassist-1128	57	33	data	datum	NOUN
iassist-1128	57	34	-	-	PUNCT
iassist-1128	57	35	related	relate	VERB
iassist-1128	57	36	sources	source	NOUN
iassist-1128	57	37	”	"	PUNCT
iassist-1128	57	38	(	(	PUNCT
iassist-1128	57	39	dama	dama	NOUN
iassist-1128	57	40	,	,	PUNCT
iassist-1128	57	41	2017	2017	NUM
iassist-1128	57	42	)	)	PUNCT
iassist-1128	57	43	,	,	PUNCT
iassist-1128	57	44	typically	typically	ADV
iassist-1128	57	45	within	within	ADP
iassist-1128	57	46	companies	company	NOUN
iassist-1128	57	47	and	and	CCONJ
iassist-1128	57	48	government	government	NOUN
iassist-1128	57	49	organizations	organization	NOUN
iassist-1128	57	50	.	.	PUNCT
iassist-1128	58	1	this	this	PRON
iassist-1128	58	2	includes	include	VERB
iassist-1128	58	3	a	a	DET
iassist-1128	58	4	wide	wide	ADJ
iassist-1128	58	5	range	range	NOUN
iassist-1128	58	6	of	of	ADP
iassist-1128	58	7	activities	activity	NOUN
iassist-1128	58	8	,	,	PUNCT
iassist-1128	58	9	including	include	VERB
iassist-1128	58	10	data	data	NOUN
iassist-1128	58	11	architecture	architecture	NOUN
iassist-1128	58	12	,	,	PUNCT
iassist-1128	58	13	data	datum	NOUN
iassist-1128	58	14	modeling	modeling	NOUN
iassist-1128	58	15	and	and	CCONJ
iassist-1128	58	16	design	design	NOUN
iassist-1128	58	17	,	,	PUNCT
iassist-1128	58	18	data	datum	NOUN
iassist-1128	58	19	storage	storage	NOUN
iassist-1128	58	20	and	and	CCONJ
iassist-1128	58	21	operations	operation	NOUN
iassist-1128	58	22	,	,	PUNCT
iassist-1128	58	23	data	datum	NOUN
iassist-1128	58	24	security	security	NOUN
iassist-1128	58	25	,	,	PUNCT
iassist-1128	58	26	data	datum	NOUN
iassist-1128	58	27	quality	quality	NOUN
iassist-1128	58	28	,	,	PUNCT
iassist-1128	58	29	metadata	metadata	NOUN
iassist-1128	58	30	,	,	PUNCT
iassist-1128	58	31	data	datum	NOUN
iassist-1128	58	32	warehousing	warehousing	NOUN
iassist-1128	58	33	,	,	PUNCT
iassist-1128	58	34	reference	reference	NOUN
iassist-1128	58	35	and	and	CCONJ
iassist-1128	58	36	master	master	NOUN
iassist-1128	58	37	data	data	PROPN
iassist-1128	58	38	,	,	PUNCT
iassist-1128	58	39	document	document	NOUN
iassist-1128	58	40	and	and	CCONJ
iassist-1128	58	41	content	content	NOUN
iassist-1128	58	42	management	management	NOUN
iassist-1128	58	43	,	,	PUNCT
iassist-1128	58	44	and	and	CCONJ
iassist-1128	58	45	data	datum	NOUN
iassist-1128	58	46	integration	integration	NOUN
iassist-1128	58	47	and	and	CCONJ
iassist-1128	58	48	interoperability	interoperability	NOUN
iassist-1128	58	49	(	(	PUNCT
iassist-1128	58	50	dama	dama	NOUN
iassist-1128	58	51	,	,	PUNCT
iassist-1128	58	52	2017	2017	NUM
iassist-1128	58	53	)	)	PUNCT
iassist-1128	58	54	.	.	PUNCT
iassist-1128	59	1	it	it	PRON
iassist-1128	59	2	also	also	ADV
iassist-1128	59	3	includes	include	VERB
iassist-1128	59	4	collaborating	collaborate	VERB
iassist-1128	59	5	with	with	ADP
iassist-1128	59	6	data	datum	NOUN
iassist-1128	59	7	scientists	scientist	NOUN
iassist-1128	59	8	,	,	PUNCT
iassist-1128	59	9	data	datum	NOUN
iassist-1128	59	10	analysts	analyst	NOUN
iassist-1128	59	11	,	,	PUNCT
iassist-1128	59	12	and	and	CCONJ
iassist-1128	59	13	business	business	NOUN
iassist-1128	59	14	leaders	leader	NOUN
iassist-1128	59	15	to	to	PART
iassist-1128	59	16	coordinate	coordinate	VERB
iassist-1128	59	17	efforts	effort	NOUN
iassist-1128	59	18	and	and	CCONJ
iassist-1128	59	19	align	align	ADJ
iassist-1128	59	20	goals	goal	NOUN
iassist-1128	59	21	.	.	PUNCT
iassist-1128	60	1	in	in	ADP
iassist-1128	60	2	a	a	DET
iassist-1128	60	3	fast	fast	ADV
iassist-1128	60	4	-	-	PUNCT
iassist-1128	60	5	paced	pace	VERB
iassist-1128	60	6	business	business	NOUN
iassist-1128	60	7	environment	environment	NOUN
iassist-1128	60	8	,	,	PUNCT
iassist-1128	60	9	particularly	particularly	ADV
iassist-1128	60	10	those	those	PRON
iassist-1128	60	11	motivated	motivate	VERB
iassist-1128	60	12	by	by	ADP
iassist-1128	60	13	growth	growth	NOUN
iassist-1128	60	14	,	,	PUNCT
iassist-1128	60	15	data	datum	NOUN
iassist-1128	60	16	governance	governance	NOUN
iassist-1128	60	17	can	can	AUX
iassist-1128	60	18	often	often	ADV
iassist-1128	60	19	be	be	AUX
iassist-1128	60	20	seen	see	VERB
iassist-1128	60	21	as	as	ADP
iassist-1128	60	22	a	a	DET
iassist-1128	60	23	block	block	NOUN
iassist-1128	60	24	to	to	PART
iassist-1128	60	25	progress	progress	VERB
iassist-1128	60	26	rather	rather	ADV
iassist-1128	60	27	than	than	ADP
iassist-1128	60	28	an	an	DET
iassist-1128	60	29	enabler	enabler	NOUN
iassist-1128	60	30	of	of	ADP
iassist-1128	60	31	it	it	PRON
iassist-1128	60	32	.	.	PUNCT
iassist-1128	61	1	this	this	PRON
iassist-1128	61	2	is	be	AUX
iassist-1128	61	3	due	due	ADJ
iassist-1128	61	4	to	to	ADP
iassist-1128	61	5	a	a	DET
iassist-1128	61	6	tendency	tendency	NOUN
iassist-1128	61	7	in	in	ADP
iassist-1128	61	8	traditional	traditional	ADJ
iassist-1128	61	9	governance	governance	NOUN
iassist-1128	61	10	towards	towards	ADP
iassist-1128	61	11	reactivity	reactivity	NOUN
iassist-1128	61	12	and	and	CCONJ
iassist-1128	61	13	a	a	DET
iassist-1128	61	14	top	top	ADJ
iassist-1128	61	15	-	-	PUNCT
iassist-1128	61	16	down	down	ADP
iassist-1128	61	17	approach	approach	NOUN
iassist-1128	61	18	.	.	PUNCT
iassist-1128	62	1	however	however	ADV
iassist-1128	62	2	,	,	PUNCT
iassist-1128	62	3	if	if	SCONJ
iassist-1128	62	4	data	datum	NOUN
iassist-1128	62	5	is	be	AUX
iassist-1128	62	6	not	not	PART
iassist-1128	62	7	properly	properly	ADV
iassist-1128	62	8	organized	organize	VERB
iassist-1128	62	9	,	,	PUNCT
iassist-1128	62	10	managed	manage	VERB
iassist-1128	62	11	,	,	PUNCT
iassist-1128	62	12	and	and	CCONJ
iassist-1128	62	13	protected	protect	VERB
iassist-1128	62	14	,	,	PUNCT
iassist-1128	62	15	there	there	PRON
iassist-1128	62	16	will	will	AUX
iassist-1128	62	17	be	be	AUX
iassist-1128	62	18	larger	large	ADJ
iassist-1128	62	19	complications	complication	NOUN
iassist-1128	62	20	down	down	ADP
iassist-1128	62	21	the	the	DET
iassist-1128	62	22	line	line	NOUN
iassist-1128	62	23	whether	whether	SCONJ
iassist-1128	62	24	they	they	PRON
iassist-1128	62	25	be	be	VERB
iassist-1128	62	26	from	from	ADP
iassist-1128	62	27	legal	legal	ADJ
iassist-1128	62	28	action	action	NOUN
iassist-1128	62	29	resulting	result	VERB
iassist-1128	62	30	from	from	ADP
iassist-1128	62	31	not	not	PART
iassist-1128	62	32	adhering	adhere	VERB
iassist-1128	62	33	to	to	ADP
iassist-1128	62	34	policies	policy	NOUN
iassist-1128	62	35	,	,	PUNCT
iassist-1128	62	36	data	datum	NOUN
iassist-1128	62	37	breaches	breach	NOUN
iassist-1128	62	38	,	,	PUNCT
iassist-1128	62	39	or	or	CCONJ
iassist-1128	62	40	consistent	consistent	ADJ
iassist-1128	62	41	duplication	duplication	NOUN
iassist-1128	62	42	of	of	ADP
iassist-1128	62	43	effort	effort	NOUN
iassist-1128	62	44	and	and	CCONJ
iassist-1128	62	45	poor	poor	ADJ
iassist-1128	62	46	resource	resource	NOUN
iassist-1128	62	47	management	management	NOUN
iassist-1128	62	48	(	(	PUNCT
iassist-1128	62	49	abraham	abraham	PROPN
iassist-1128	62	50	et	et	PROPN
iassist-1128	62	51	al	al	PROPN
iassist-1128	62	52	,	,	PUNCT
iassist-1128	62	53	2019	2019	NUM
iassist-1128	62	54	)	)	PUNCT
iassist-1128	62	55	.	.	PUNCT
iassist-1128	63	1	adaptive	adaptive	ADJ
iassist-1128	63	2	data	datum	NOUN
iassist-1128	63	3	governance	governance	NOUN
iassist-1128	63	4	is	be	AUX
iassist-1128	63	5	an	an	DET
iassist-1128	63	6	approach	approach	NOUN
iassist-1128	63	7	to	to	ADP
iassist-1128	63	8	data	data	NOUN
iassist-1128	63	9	governance	governance	NOUN
iassist-1128	63	10	created	create	VERB
iassist-1128	63	11	to	to	PART
iassist-1128	63	12	alleviate	alleviate	VERB
iassist-1128	63	13	some	some	PRON
iassist-1128	63	14	of	of	ADP
iassist-1128	63	15	the	the	DET
iassist-1128	63	16	issues	issue	NOUN
iassist-1128	63	17	with	with	ADP
iassist-1128	63	18	traditional	traditional	ADJ
iassist-1128	63	19	governance	governance	NOUN
iassist-1128	63	20	styles	style	NOUN
iassist-1128	63	21	described	describe	VERB
iassist-1128	63	22	above	above	ADV
iassist-1128	63	23	.	.	PUNCT
iassist-1128	64	1	at	at	ADP
iassist-1128	64	2	the	the	DET
iassist-1128	64	3	heart	heart	NOUN
iassist-1128	64	4	of	of	ADP
iassist-1128	64	5	the	the	DET
iassist-1128	64	6	approach	approach	NOUN
iassist-1128	64	7	is	be	AUX
iassist-1128	64	8	agility	agility	NOUN
iassist-1128	64	9	,	,	PUNCT
iassist-1128	64	10	which	which	PRON
iassist-1128	64	11	allows	allow	VERB
iassist-1128	64	12	data	datum	NOUN
iassist-1128	64	13	governance	governance	NOUN
iassist-1128	64	14	to	to	PART
iassist-1128	64	15	accomplish	accomplish	VERB
iassist-1128	64	16	its	its	PRON
iassist-1128	64	17	goals	goal	NOUN
iassist-1128	64	18	while	while	SCONJ
iassist-1128	64	19	encouraging	encourage	VERB
iassist-1128	64	20	innovation	innovation	NOUN
iassist-1128	64	21	and	and	CCONJ
iassist-1128	64	22	growth	growth	NOUN
iassist-1128	64	23	(	(	PUNCT
iassist-1128	64	24	gulzar	gulzar	NOUN
iassist-1128	64	25	and	and	CCONJ
iassist-1128	64	26	kopcho	kopcho	NOUN
iassist-1128	64	27	,	,	PUNCT
iassist-1128	64	28	2024	2024	NUM
iassist-1128	64	29	)	)	PUNCT
iassist-1128	64	30	.	.	PUNCT
iassist-1128	65	1	adaptive	adaptive	ADJ
iassist-1128	65	2	governance	governance	NOUN
iassist-1128	65	3	is	be	AUX
iassist-1128	65	4	achieved	achieve	VERB
iassist-1128	65	5	by	by	ADP
iassist-1128	65	6	combining	combine	VERB
iassist-1128	65	7	multiple	multiple	ADJ
iassist-1128	65	8	styles	style	NOUN
iassist-1128	65	9	of	of	ADP
iassist-1128	65	10	governance	governance	NOUN
iassist-1128	65	11	,	,	PUNCT
iassist-1128	65	12	which	which	PRON
iassist-1128	65	13	will	will	AUX
iassist-1128	65	14	be	be	AUX
iassist-1128	65	15	outlined	outline	VERB
iassist-1128	65	16	in	in	ADP
iassist-1128	65	17	the	the	DET
iassist-1128	65	18	following	follow	VERB
iassist-1128	65	19	sections	section	NOUN
iassist-1128	65	20	.	.	PUNCT
iassist-1128	66	1	the	the	DET
iassist-1128	66	2	use	use	NOUN
iassist-1128	66	3	of	of	ADP
iassist-1128	66	4	multiple	multiple	ADJ
iassist-1128	66	5	styles	style	NOUN
iassist-1128	66	6	also	also	ADV
iassist-1128	66	7	allows	allow	VERB
iassist-1128	66	8	for	for	SCONJ
iassist-1128	66	9	data	datum	NOUN
iassist-1128	66	10	governance	governance	NOUN
iassist-1128	66	11	teams	team	NOUN
iassist-1128	66	12	to	to	PART
iassist-1128	66	13	handle	handle	VERB
iassist-1128	66	14	more	more	ADJ
iassist-1128	66	15	complexity	complexity	NOUN
iassist-1128	66	16	and	and	CCONJ
iassist-1128	66	17	disparate	disparate	ADJ
iassist-1128	66	18	needs	need	NOUN
iassist-1128	66	19	across	across	ADP
iassist-1128	66	20	an	an	DET
iassist-1128	66	21	organization	organization	NOUN
iassist-1128	66	22	(	(	PUNCT
iassist-1128	66	23	rama	rama	PROPN
iassist-1128	66	24	,	,	PUNCT
iassist-1128	66	25	2013	2013	NUM
iassist-1128	66	26	)	)	PUNCT
iassist-1128	66	27	.	.	PUNCT
iassist-1128	67	1	in	in	ADP
iassist-1128	67	2	addition	addition	NOUN
iassist-1128	67	3	,	,	PUNCT
iassist-1128	67	4	this	this	DET
iassist-1128	67	5	approach	approach	NOUN
iassist-1128	67	6	is	be	AUX
iassist-1128	67	7	complementary	complementary	ADJ
iassist-1128	67	8	to	to	ADP
iassist-1128	67	9	the	the	DET
iassist-1128	67	10	rapid	rapid	ADJ
iassist-1128	67	11	changes	change	NOUN
iassist-1128	67	12	and	and	CCONJ
iassist-1128	67	13	development	development	NOUN
iassist-1128	67	14	in	in	ADP
iassist-1128	67	15	organizations	organization	NOUN
iassist-1128	67	16	,	,	PUNCT
iassist-1128	67	17	enabling	enable	VERB
iassist-1128	67	18	efficiency	efficiency	NOUN
iassist-1128	67	19	rather	rather	ADV
iassist-1128	67	20	than	than	ADP
iassist-1128	67	21	preventing	prevent	VERB
iassist-1128	67	22	it	it	PRON
iassist-1128	67	23	.	.	PUNCT
iassist-1128	68	1	4/12	4/12	NUM
iassist-1128	68	2	golden	golden	ADJ
iassist-1128	68	3	,	,	PUNCT
iassist-1128	68	4	madison	madison	PROPN
iassist-1128	68	5	(	(	PUNCT
iassist-1128	68	6	2025	2025	NUM
iassist-1128	68	7	)	)	PUNCT
iassist-1128	68	8	adaptive	adaptive	ADJ
iassist-1128	68	9	data	datum	NOUN
iassist-1128	68	10	governance	governance	NOUN
iassist-1128	68	11	for	for	ADP
iassist-1128	68	12	research	research	NOUN
iassist-1128	68	13	data	datum	NOUN
iassist-1128	68	14	management	management	NOUN
iassist-1128	68	15	,	,	PUNCT
iassist-1128	68	16	iassist	iassist	VERB
iassist-1128	68	17	quarterly	quarterly	ADJ
iassist-1128	68	18	49(1	49(1	NOUN
iassist-1128	68	19	)	)	PUNCT
iassist-1128	68	20	,	,	PUNCT
iassist-1128	68	21	pp	pp	ADP
iassist-1128	68	22	.	.	PUNCT
iassist-1128	69	1	1	1	NUM
iassist-1128	69	2	-	-	SYM
iassist-1128	69	3	12	12	NUM
iassist-1128	69	4	.	.	PUNCT
iassist-1128	70	1	doi	doi	NOUN
iassist-1128	70	2	:	:	PUNCT
iassist-1128	70	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	70	4	gartner	gartner	NOUN
iassist-1128	70	5	,	,	PUNCT
iassist-1128	70	6	a	a	DET
iassist-1128	70	7	leader	leader	NOUN
iassist-1128	70	8	in	in	ADP
iassist-1128	70	9	data	datum	NOUN
iassist-1128	70	10	and	and	CCONJ
iassist-1128	70	11	it	it	PRON
iassist-1128	70	12	management	management	NOUN
iassist-1128	70	13	research	research	NOUN
iassist-1128	70	14	,	,	PUNCT
iassist-1128	70	15	defined	define	VERB
iassist-1128	70	16	an	an	DET
iassist-1128	70	17	adaptive	adaptive	ADJ
iassist-1128	70	18	data	data	NOUN
iassist-1128	70	19	governance	governance	NOUN
iassist-1128	70	20	framework	framework	NOUN
iassist-1128	70	21	that	that	PRON
iassist-1128	70	22	incorporates	incorporate	VERB
iassist-1128	70	23	four	four	NUM
iassist-1128	70	24	governance	governance	NOUN
iassist-1128	70	25	styles	style	NOUN
iassist-1128	70	26	;	;	PUNCT
iassist-1128	70	27	control	control	NOUN
iassist-1128	70	28	,	,	PUNCT
iassist-1128	70	29	outcome	outcome	NOUN
iassist-1128	70	30	,	,	PUNCT
iassist-1128	70	31	agility	agility	NOUN
iassist-1128	70	32	,	,	PUNCT
iassist-1128	70	33	and	and	CCONJ
iassist-1128	70	34	autonomous	autonomous	ADJ
iassist-1128	70	35	(	(	PUNCT
iassist-1128	70	36	gartner	gartner	NOUN
iassist-1128	70	37	)	)	PUNCT
iassist-1128	70	38	.	.	PUNCT
iassist-1128	71	1	each	each	DET
iassist-1128	71	2	style	style	NOUN
iassist-1128	71	3	builds	build	VERB
iassist-1128	71	4	upon	upon	SCONJ
iassist-1128	71	5	the	the	DET
iassist-1128	71	6	last	last	ADJ
iassist-1128	71	7	in	in	ADP
iassist-1128	71	8	maturity	maturity	NOUN
iassist-1128	71	9	and	and	CCONJ
iassist-1128	71	10	enables	enable	VERB
iassist-1128	71	11	an	an	DET
iassist-1128	71	12	organization	organization	NOUN
iassist-1128	71	13	to	to	PART
iassist-1128	71	14	handle	handle	VERB
iassist-1128	71	15	increasing	increase	VERB
iassist-1128	71	16	complexity	complexity	NOUN
iassist-1128	71	17	.	.	PUNCT
iassist-1128	72	1	control	control	NOUN
iassist-1128	72	2	is	be	AUX
iassist-1128	72	3	at	at	ADP
iassist-1128	72	4	the	the	DET
iassist-1128	72	5	heart	heart	NOUN
iassist-1128	72	6	of	of	ADP
iassist-1128	72	7	the	the	DET
iassist-1128	72	8	model	model	NOUN
iassist-1128	72	9	and	and	CCONJ
iassist-1128	72	10	closely	closely	ADV
iassist-1128	72	11	resembles	resemble	VERB
iassist-1128	72	12	the	the	DET
iassist-1128	72	13	traditional	traditional	ADJ
iassist-1128	72	14	approach	approach	NOUN
iassist-1128	72	15	to	to	ADP
iassist-1128	72	16	data	datum	NOUN
iassist-1128	72	17	governance	governance	NOUN
iassist-1128	72	18	in	in	SCONJ
iassist-1128	72	19	which	which	DET
iassist-1128	72	20	compliance	compliance	NOUN
iassist-1128	72	21	with	with	ADP
iassist-1128	72	22	policies	policy	NOUN
iassist-1128	72	23	and	and	CCONJ
iassist-1128	72	24	rules	rule	NOUN
iassist-1128	72	25	guides	guide	VERB
iassist-1128	72	26	all	all	DET
iassist-1128	72	27	work	work	NOUN
iassist-1128	72	28	(	(	PUNCT
iassist-1128	72	29	gulzar	gulzar	NOUN
iassist-1128	72	30	and	and	CCONJ
iassist-1128	72	31	kopcho	kopcho	NOUN
iassist-1128	72	32	,	,	PUNCT
iassist-1128	72	33	2019	2019	NUM
iassist-1128	72	34	)	)	PUNCT
iassist-1128	72	35	.	.	PUNCT
iassist-1128	73	1	in	in	ADP
iassist-1128	73	2	data	data	NOUN
iassist-1128	73	3	governance	governance	NOUN
iassist-1128	73	4	at	at	ADP
iassist-1128	73	5	a	a	DET
iassist-1128	73	6	corporation	corporation	NOUN
iassist-1128	73	7	,	,	PUNCT
iassist-1128	73	8	this	this	PRON
iassist-1128	73	9	would	would	AUX
iassist-1128	73	10	take	take	VERB
iassist-1128	73	11	the	the	DET
iassist-1128	73	12	form	form	NOUN
iassist-1128	73	13	of	of	ADP
iassist-1128	73	14	data	datum	NOUN
iassist-1128	73	15	policies	policy	NOUN
iassist-1128	73	16	such	such	ADJ
iassist-1128	73	17	as	as	ADP
iassist-1128	73	18	sensitive	sensitive	ADJ
iassist-1128	73	19	data	datum	NOUN
iassist-1128	73	20	policies	policy	NOUN
iassist-1128	73	21	and	and	CCONJ
iassist-1128	73	22	data	datum	NOUN
iassist-1128	73	23	access	access	NOUN
iassist-1128	73	24	policies	policy	NOUN
iassist-1128	73	25	,	,	PUNCT
iassist-1128	73	26	along	along	ADP
iassist-1128	73	27	with	with	ADP
iassist-1128	73	28	government	government	NOUN
iassist-1128	73	29	regulations	regulation	NOUN
iassist-1128	73	30	and	and	CCONJ
iassist-1128	73	31	company	company	NOUN
iassist-1128	73	32	or	or	CCONJ
iassist-1128	73	33	industry	industry	NOUN
iassist-1128	73	34	standards	standard	NOUN
iassist-1128	73	35	.	.	PUNCT
iassist-1128	74	1	the	the	DET
iassist-1128	74	2	outcomes	outcome	NOUN
iassist-1128	74	3	style	style	NOUN
iassist-1128	74	4	of	of	ADP
iassist-1128	74	5	governance	governance	NOUN
iassist-1128	74	6	still	still	ADV
iassist-1128	74	7	incorporates	incorporate	VERB
iassist-1128	74	8	the	the	DET
iassist-1128	74	9	control	control	NOUN
iassist-1128	74	10	of	of	ADP
iassist-1128	74	11	the	the	DET
iassist-1128	74	12	previous	previous	ADJ
iassist-1128	74	13	style	style	NOUN
iassist-1128	74	14	,	,	PUNCT
iassist-1128	74	15	but	but	CCONJ
iassist-1128	74	16	introduces	introduce	VERB
iassist-1128	74	17	analytics	analytic	NOUN
iassist-1128	74	18	as	as	ADP
iassist-1128	74	19	a	a	DET
iassist-1128	74	20	way	way	NOUN
iassist-1128	74	21	to	to	PART
iassist-1128	74	22	balance	balance	VERB
iassist-1128	74	23	priorities	priority	NOUN
iassist-1128	74	24	and	and	CCONJ
iassist-1128	74	25	make	make	VERB
iassist-1128	74	26	informed	informed	ADJ
iassist-1128	74	27	decisions	decision	NOUN
iassist-1128	74	28	(	(	PUNCT
iassist-1128	74	29	gulzar	gulzar	NOUN
iassist-1128	74	30	and	and	CCONJ
iassist-1128	74	31	kopcho	kopcho	NOUN
iassist-1128	74	32	,	,	PUNCT
iassist-1128	74	33	2019	2019	NUM
iassist-1128	74	34	)	)	PUNCT
iassist-1128	74	35	.	.	PUNCT
iassist-1128	75	1	here	here	ADV
iassist-1128	75	2	,	,	PUNCT
iassist-1128	75	3	standards	standard	NOUN
iassist-1128	75	4	and	and	CCONJ
iassist-1128	75	5	rules	rule	NOUN
iassist-1128	75	6	may	may	AUX
iassist-1128	75	7	be	be	AUX
iassist-1128	75	8	altered	alter	VERB
iassist-1128	75	9	so	so	SCONJ
iassist-1128	75	10	business	business	NOUN
iassist-1128	75	11	performance	performance	NOUN
iassist-1128	75	12	goals	goal	NOUN
iassist-1128	75	13	may	may	AUX
iassist-1128	75	14	be	be	AUX
iassist-1128	75	15	met	meet	VERB
iassist-1128	75	16	while	while	SCONJ
iassist-1128	75	17	still	still	ADV
iassist-1128	75	18	adhering	adhere	VERB
iassist-1128	75	19	to	to	ADP
iassist-1128	75	20	policies	policy	NOUN
iassist-1128	75	21	and	and	CCONJ
iassist-1128	75	22	regulations	regulation	NOUN
iassist-1128	75	23	.	.	PUNCT
iassist-1128	76	1	the	the	DET
iassist-1128	76	2	agility	agility	NOUN
iassist-1128	76	3	style	style	NOUN
iassist-1128	76	4	introduces	introduce	NOUN
iassist-1128	76	5	increased	increase	VERB
iassist-1128	76	6	flexibility	flexibility	NOUN
iassist-1128	76	7	by	by	ADP
iassist-1128	76	8	distributing	distribute	VERB
iassist-1128	76	9	empowerment	empowerment	NOUN
iassist-1128	76	10	to	to	ADP
iassist-1128	76	11	dispersed	disperse	VERB
iassist-1128	76	12	groups	group	NOUN
iassist-1128	76	13	in	in	ADP
iassist-1128	76	14	an	an	DET
iassist-1128	76	15	organization	organization	NOUN
iassist-1128	76	16	to	to	PART
iassist-1128	76	17	accelerate	accelerate	VERB
iassist-1128	76	18	decision	decision	NOUN
iassist-1128	76	19	making	making	NOUN
iassist-1128	76	20	by	by	ADP
iassist-1128	76	21	placing	place	VERB
iassist-1128	76	22	power	power	NOUN
iassist-1128	76	23	in	in	ADP
iassist-1128	76	24	the	the	DET
iassist-1128	76	25	hands	hand	NOUN
iassist-1128	76	26	of	of	ADP
iassist-1128	76	27	subject	subject	ADJ
iassist-1128	76	28	matter	matter	NOUN
iassist-1128	76	29	experts	expert	NOUN
iassist-1128	76	30	(	(	PUNCT
iassist-1128	76	31	gulzar	gulzar	NOUN
iassist-1128	76	32	and	and	CCONJ
iassist-1128	76	33	kopcho	kopcho	NOUN
iassist-1128	76	34	,	,	PUNCT
iassist-1128	76	35	2019	2019	NUM
iassist-1128	76	36	)	)	PUNCT
iassist-1128	76	37	.	.	PUNCT
iassist-1128	77	1	this	this	PRON
iassist-1128	77	2	stands	stand	VERB
iassist-1128	77	3	in	in	ADP
iassist-1128	77	4	stark	stark	ADJ
iassist-1128	77	5	contrast	contrast	NOUN
iassist-1128	77	6	to	to	ADP
iassist-1128	77	7	control	control	VERB
iassist-1128	77	8	where	where	SCONJ
iassist-1128	77	9	decisions	decision	NOUN
iassist-1128	77	10	are	be	AUX
iassist-1128	77	11	made	make	VERB
iassist-1128	77	12	from	from	ADP
iassist-1128	77	13	the	the	DET
iassist-1128	77	14	top	top	NOUN
iassist-1128	77	15	down	down	ADP
iassist-1128	77	16	and	and	CCONJ
iassist-1128	77	17	policies	policy	NOUN
iassist-1128	77	18	are	be	AUX
iassist-1128	77	19	created	create	VERB
iassist-1128	77	20	and	and	CCONJ
iassist-1128	77	21	managed	manage	VERB
iassist-1128	77	22	at	at	ADP
iassist-1128	77	23	the	the	DET
iassist-1128	77	24	upper	upper	ADJ
iassist-1128	77	25	levels	level	NOUN
iassist-1128	77	26	of	of	ADP
iassist-1128	77	27	management	management	NOUN
iassist-1128	77	28	.	.	PUNCT
iassist-1128	78	1	in	in	ADP
iassist-1128	78	2	this	this	DET
iassist-1128	78	3	bottom	bottom	ADJ
iassist-1128	78	4	-	-	PUNCT
iassist-1128	78	5	up	up	ADP
iassist-1128	78	6	approach	approach	NOUN
iassist-1128	78	7	,	,	PUNCT
iassist-1128	78	8	decisions	decision	NOUN
iassist-1128	78	9	can	can	AUX
iassist-1128	78	10	be	be	AUX
iassist-1128	78	11	made	make	VERB
iassist-1128	78	12	that	that	DET
iassist-1128	78	13	balance	balance	NOUN
iassist-1128	78	14	individual	individual	ADJ
iassist-1128	78	15	teams	team	NOUN
iassist-1128	78	16	’	'	PUNCT
iassist-1128	78	17	needs	need	NOUN
iassist-1128	78	18	and	and	CCONJ
iassist-1128	78	19	policies	policy	NOUN
iassist-1128	78	20	to	to	PART
iassist-1128	78	21	move	move	VERB
iassist-1128	78	22	away	away	ADV
iassist-1128	78	23	from	from	ADP
iassist-1128	78	24	the	the	DET
iassist-1128	78	25	‘	'	PUNCT
iassist-1128	78	26	one	one	NUM
iassist-1128	78	27	size	size	NOUN
iassist-1128	78	28	fits	fit	VERB
iassist-1128	78	29	all	all	DET
iassist-1128	78	30	’	'	PUNCT
iassist-1128	78	31	approach	approach	NOUN
iassist-1128	78	32	.	.	PUNCT
iassist-1128	79	1	the	the	DET
iassist-1128	79	2	final	final	ADJ
iassist-1128	79	3	governance	governance	NOUN
iassist-1128	79	4	style	style	NOUN
iassist-1128	79	5	in	in	ADP
iassist-1128	79	6	the	the	DET
iassist-1128	79	7	model	model	NOUN
iassist-1128	79	8	is	be	AUX
iassist-1128	79	9	autonomy	autonomy	NOUN
iassist-1128	79	10	,	,	PUNCT
iassist-1128	79	11	including	include	VERB
iassist-1128	79	12	distributed	distribute	VERB
iassist-1128	79	13	authority	authority	NOUN
iassist-1128	79	14	from	from	ADP
iassist-1128	79	15	the	the	DET
iassist-1128	79	16	autonomy	autonomy	NOUN
iassist-1128	79	17	style	style	NOUN
iassist-1128	79	18	,	,	PUNCT
iassist-1128	79	19	along	along	ADP
iassist-1128	79	20	with	with	ADP
iassist-1128	79	21	input	input	NOUN
iassist-1128	79	22	from	from	ADP
iassist-1128	79	23	ai	ai	NOUN
iassist-1128	79	24	and	and	CCONJ
iassist-1128	79	25	other	other	ADJ
iassist-1128	79	26	automated	automate	VERB
iassist-1128	79	27	tools	tool	NOUN
iassist-1128	79	28	(	(	PUNCT
iassist-1128	79	29	gulzar	gulzar	NOUN
iassist-1128	79	30	and	and	CCONJ
iassist-1128	79	31	kopcho	kopcho	NOUN
iassist-1128	79	32	,	,	PUNCT
iassist-1128	79	33	2019	2019	NUM
iassist-1128	79	34	)	)	PUNCT
iassist-1128	79	35	.	.	PUNCT
iassist-1128	80	1	the	the	DET
iassist-1128	80	2	use	use	NOUN
iassist-1128	80	3	of	of	ADP
iassist-1128	80	4	ai	ai	NOUN
iassist-1128	80	5	and	and	CCONJ
iassist-1128	80	6	algorithms	algorithm	NOUN
iassist-1128	80	7	increases	increase	VERB
iassist-1128	80	8	the	the	DET
iassist-1128	80	9	ability	ability	NOUN
iassist-1128	80	10	for	for	ADP
iassist-1128	80	11	complex	complex	ADJ
iassist-1128	80	12	decision	decision	NOUN
iassist-1128	80	13	-	-	PUNCT
iassist-1128	80	14	making	making	NOUN
iassist-1128	80	15	by	by	ADP
iassist-1128	80	16	incorporating	incorporate	VERB
iassist-1128	80	17	a	a	DET
iassist-1128	80	18	variety	variety	NOUN
iassist-1128	80	19	of	of	ADP
iassist-1128	80	20	factors	factor	NOUN
iassist-1128	80	21	and	and	CCONJ
iassist-1128	80	22	real	real	ADJ
iassist-1128	80	23	time	time	NOUN
iassist-1128	80	24	data	datum	NOUN
iassist-1128	80	25	while	while	SCONJ
iassist-1128	80	26	still	still	ADV
iassist-1128	80	27	adhering	adhere	VERB
iassist-1128	80	28	to	to	ADP
iassist-1128	80	29	policies	policy	NOUN
iassist-1128	80	30	.	.	PUNCT
iassist-1128	81	1	the	the	DET
iassist-1128	81	2	model	model	NOUN
iassist-1128	81	3	is	be	AUX
iassist-1128	81	4	not	not	PART
iassist-1128	81	5	designed	design	VERB
iassist-1128	81	6	to	to	PART
iassist-1128	81	7	be	be	AUX
iassist-1128	81	8	unidirectional	unidirectional	ADJ
iassist-1128	81	9	.	.	PUNCT
iassist-1128	82	1	rather	rather	ADV
iassist-1128	82	2	,	,	PUNCT
iassist-1128	82	3	the	the	DET
iassist-1128	82	4	goal	goal	NOUN
iassist-1128	82	5	is	be	AUX
iassist-1128	82	6	to	to	PART
iassist-1128	82	7	situate	situate	VERB
iassist-1128	82	8	services	service	NOUN
iassist-1128	82	9	and	and	CCONJ
iassist-1128	82	10	tools	tool	NOUN
iassist-1128	82	11	for	for	ADP
iassist-1128	82	12	given	give	VERB
iassist-1128	82	13	data	data	NOUN
iassist-1128	82	14	management	management	NOUN
iassist-1128	82	15	activities	activity	NOUN
iassist-1128	82	16	within	within	ADP
iassist-1128	82	17	the	the	DET
iassist-1128	82	18	governance	governance	NOUN
iassist-1128	82	19	style	style	NOUN
iassist-1128	82	20	that	that	PRON
iassist-1128	82	21	best	good	ADJ
iassist-1128	82	22	meets	meet	VERB
iassist-1128	82	23	the	the	DET
iassist-1128	82	24	needs	need	NOUN
iassist-1128	82	25	of	of	ADP
iassist-1128	82	26	an	an	DET
iassist-1128	82	27	individual	individual	ADJ
iassist-1128	82	28	organization	organization	NOUN
iassist-1128	82	29	at	at	ADP
iassist-1128	82	30	a	a	DET
iassist-1128	82	31	given	give	VERB
iassist-1128	82	32	point	point	NOUN
iassist-1128	82	33	in	in	ADP
iassist-1128	82	34	time	time	NOUN
iassist-1128	82	35	.	.	PUNCT
iassist-1128	83	1	the	the	DET
iassist-1128	83	2	governance	governance	NOUN
iassist-1128	83	3	style	style	NOUN
iassist-1128	83	4	employed	employ	VERB
iassist-1128	83	5	for	for	ADP
iassist-1128	83	6	a	a	DET
iassist-1128	83	7	given	give	VERB
iassist-1128	83	8	activity	activity	NOUN
iassist-1128	83	9	,	,	PUNCT
iassist-1128	83	10	such	such	ADJ
iassist-1128	83	11	as	as	ADP
iassist-1128	83	12	monitoring	monitor	VERB
iassist-1128	83	13	data	datum	NOUN
iassist-1128	83	14	quality	quality	NOUN
iassist-1128	83	15	can	can	AUX
iassist-1128	83	16	progress	progress	VERB
iassist-1128	83	17	from	from	ADP
iassist-1128	83	18	one	one	NUM
iassist-1128	83	19	style	style	NOUN
iassist-1128	83	20	to	to	ADP
iassist-1128	83	21	another	another	PRON
iassist-1128	83	22	as	as	ADP
iassist-1128	83	23	needs	need	NOUN
iassist-1128	83	24	and	and	CCONJ
iassist-1128	83	25	overall	overall	ADJ
iassist-1128	83	26	data	datum	NOUN
iassist-1128	83	27	maturity	maturity	NOUN
iassist-1128	83	28	of	of	ADP
iassist-1128	83	29	an	an	DET
iassist-1128	83	30	organization	organization	NOUN
iassist-1128	83	31	change	change	NOUN
iassist-1128	83	32	.	.	PUNCT
iassist-1128	84	1	for	for	ADP
iassist-1128	84	2	example	example	NOUN
iassist-1128	84	3	,	,	PUNCT
iassist-1128	84	4	an	an	DET
iassist-1128	84	5	organization	organization	NOUN
iassist-1128	84	6	may	may	AUX
iassist-1128	84	7	use	use	VERB
iassist-1128	84	8	the	the	DET
iassist-1128	84	9	agile	agile	ADJ
iassist-1128	84	10	approach	approach	NOUN
iassist-1128	84	11	to	to	PART
iassist-1128	84	12	monitor	monitor	VERB
iassist-1128	84	13	data	datum	NOUN
iassist-1128	84	14	quality	quality	NOUN
iassist-1128	84	15	wherein	wherein	ADJ
iassist-1128	84	16	responsibility	responsibility	NOUN
iassist-1128	84	17	is	be	AUX
iassist-1128	84	18	dispersed	disperse	VERB
iassist-1128	84	19	to	to	ADP
iassist-1128	84	20	departments	department	NOUN
iassist-1128	84	21	within	within	ADP
iassist-1128	84	22	a	a	DET
iassist-1128	84	23	large	large	ADJ
iassist-1128	84	24	organization	organization	NOUN
iassist-1128	84	25	.	.	PUNCT
iassist-1128	85	1	as	as	ADP
iassist-1128	85	2	the	the	DET
iassist-1128	85	3	organization	organization	NOUN
iassist-1128	85	4	’s	’s	PART
iassist-1128	85	5	data	datum	NOUN
iassist-1128	85	6	strategy	strategy	NOUN
iassist-1128	85	7	matures	mature	NOUN
iassist-1128	85	8	,	,	PUNCT
iassist-1128	85	9	they	they	PRON
iassist-1128	85	10	may	may	AUX
iassist-1128	85	11	pivot	pivot	VERB
iassist-1128	85	12	to	to	ADP
iassist-1128	85	13	the	the	DET
iassist-1128	85	14	autonomous	autonomous	ADJ
iassist-1128	85	15	style	style	NOUN
iassist-1128	85	16	of	of	ADP
iassist-1128	85	17	governance	governance	NOUN
iassist-1128	85	18	by	by	ADP
iassist-1128	85	19	utilizing	utilize	VERB
iassist-1128	85	20	an	an	DET
iassist-1128	85	21	algorithm	algorithm	NOUN
iassist-1128	85	22	to	to	PART
iassist-1128	85	23	monitor	monitor	VERB
iassist-1128	85	24	data	datum	NOUN
iassist-1128	85	25	quality	quality	NOUN
iassist-1128	85	26	instead	instead	ADV
iassist-1128	85	27	.	.	PUNCT
iassist-1128	86	1	on	on	ADP
iassist-1128	86	2	the	the	DET
iassist-1128	86	3	other	other	ADJ
iassist-1128	86	4	hand	hand	NOUN
iassist-1128	86	5	,	,	PUNCT
iassist-1128	86	6	the	the	DET
iassist-1128	86	7	introduction	introduction	NOUN
iassist-1128	86	8	of	of	ADP
iassist-1128	86	9	novel	novel	ADJ
iassist-1128	86	10	policies	policy	NOUN
iassist-1128	86	11	such	such	ADJ
iassist-1128	86	12	as	as	ADP
iassist-1128	86	13	the	the	DET
iassist-1128	86	14	ostp	ostp	ADJ
iassist-1128	86	15	memo	memo	NOUN
iassist-1128	86	16	in	in	ADP
iassist-1128	86	17	2022	2022	NUM
iassist-1128	86	18	could	could	AUX
iassist-1128	86	19	necessitate	necessitate	ADJ
iassist-1128	86	20	moving	move	VERB
iassist-1128	86	21	data	datum	NOUN
iassist-1128	86	22	management	management	NOUN
iassist-1128	86	23	practices	practice	NOUN
iassist-1128	86	24	that	that	PRON
iassist-1128	86	25	were	be	AUX
iassist-1128	86	26	previously	previously	ADV
iassist-1128	86	27	governed	govern	VERB
iassist-1128	86	28	with	with	ADP
iassist-1128	86	29	an	an	DET
iassist-1128	86	30	outcomes	outcome	NOUN
iassist-1128	86	31	or	or	CCONJ
iassist-1128	86	32	agile	agile	ADJ
iassist-1128	86	33	style	style	NOUN
iassist-1128	86	34	to	to	ADP
iassist-1128	86	35	the	the	DET
iassist-1128	86	36	control	control	NOUN
iassist-1128	86	37	style	style	NOUN
iassist-1128	86	38	because	because	SCONJ
iassist-1128	86	39	more	more	ADJ
iassist-1128	86	40	oversight	oversight	NOUN
iassist-1128	86	41	is	be	AUX
iassist-1128	86	42	needed	need	VERB
iassist-1128	86	43	to	to	PART
iassist-1128	86	44	comply	comply	VERB
iassist-1128	86	45	.	.	PUNCT
iassist-1128	87	1	at	at	ADP
iassist-1128	87	2	the	the	DET
iassist-1128	87	3	university	university	PROPN
iassist-1128	87	4	of	of	ADP
iassist-1128	87	5	utah	utah	PROPN
iassist-1128	87	6	,	,	PUNCT
iassist-1128	87	7	this	this	PRON
iassist-1128	87	8	was	be	AUX
iassist-1128	87	9	the	the	DET
iassist-1128	87	10	case	case	NOUN
iassist-1128	87	11	with	with	ADP
iassist-1128	87	12	data	datum	NOUN
iassist-1128	87	13	sharing	sharing	NOUN
iassist-1128	87	14	practices	practice	NOUN
iassist-1128	87	15	.	.	PUNCT
iassist-1128	88	1	therefore	therefore	ADV
iassist-1128	88	2	,	,	PUNCT
iassist-1128	88	3	success	success	NOUN
iassist-1128	88	4	of	of	ADP
iassist-1128	88	5	implementing	implement	VERB
iassist-1128	88	6	the	the	DET
iassist-1128	88	7	model	model	NOUN
iassist-1128	88	8	depends	depend	VERB
iassist-1128	88	9	on	on	ADP
iassist-1128	88	10	whether	whether	SCONJ
iassist-1128	88	11	the	the	DET
iassist-1128	88	12	organization	organization	NOUN
iassist-1128	88	13	is	be	AUX
iassist-1128	88	14	able	able	ADJ
iassist-1128	88	15	to	to	PART
iassist-1128	88	16	accurately	accurately	ADV
iassist-1128	88	17	understand	understand	VERB
iassist-1128	88	18	the	the	DET
iassist-1128	88	19	level	level	NOUN
iassist-1128	88	20	of	of	ADP
iassist-1128	88	21	data	datum	NOUN
iassist-1128	88	22	maturity	maturity	NOUN
iassist-1128	88	23	across	across	ADP
iassist-1128	88	24	the	the	DET
iassist-1128	88	25	organization	organization	NOUN
iassist-1128	88	26	at	at	ADP
iassist-1128	88	27	a	a	DET
iassist-1128	88	28	given	give	VERB
iassist-1128	88	29	time	time	NOUN
iassist-1128	88	30	and	and	CCONJ
iassist-1128	88	31	what	what	DET
iassist-1128	88	32	governance	governance	NOUN
iassist-1128	88	33	style	style	NOUN
iassist-1128	88	34	is	be	AUX
iassist-1128	88	35	needed	need	VERB
iassist-1128	88	36	for	for	ADP
iassist-1128	88	37	data	data	NOUN
iassist-1128	88	38	-	-	PUNCT
iassist-1128	88	39	related	relate	VERB
iassist-1128	88	40	activities	activity	NOUN
iassist-1128	88	41	.	.	PUNCT
iassist-1128	89	1	shared	share	VERB
iassist-1128	89	2	core	core	NOUN
iassist-1128	89	3	challenges	challenge	NOUN
iassist-1128	89	4	:	:	PUNCT
iassist-1128	89	5	research	research	NOUN
iassist-1128	89	6	data	datum	NOUN
iassist-1128	89	7	management	management	NOUN
iassist-1128	89	8	and	and	CCONJ
iassist-1128	89	9	data	datum	NOUN
iassist-1128	89	10	governance	governance	NOUN
iassist-1128	89	11	research	research	NOUN
iassist-1128	89	12	data	datum	NOUN
iassist-1128	89	13	is	be	AUX
iassist-1128	89	14	defined	define	VERB
iassist-1128	89	15	as	as	ADP
iassist-1128	89	16	“	"	PUNCT
iassist-1128	89	17	the	the	DET
iassist-1128	89	18	outcome	outcome	NOUN
iassist-1128	89	19	of	of	ADP
iassist-1128	89	20	experiments	experiment	NOUN
iassist-1128	89	21	or	or	CCONJ
iassist-1128	89	22	observations	observation	NOUN
iassist-1128	89	23	that	that	PRON
iassist-1128	89	24	validate	validate	VERB
iassist-1128	89	25	research	research	NOUN
iassist-1128	89	26	findings	finding	NOUN
iassist-1128	89	27	,	,	PUNCT
iassist-1128	89	28	and	and	CCONJ
iassist-1128	89	29	can	can	AUX
iassist-1128	89	30	take	take	VERB
iassist-1128	89	31	a	a	DET
iassist-1128	89	32	variety	variety	NOUN
iassist-1128	89	33	of	of	ADP
iassist-1128	89	34	forms	form	NOUN
iassist-1128	89	35	including	include	VERB
iassist-1128	89	36	numerical	numerical	ADJ
iassist-1128	89	37	output	output	NOUN
iassist-1128	89	38	(	(	PUNCT
iassist-1128	89	39	quantitative	quantitative	ADJ
iassist-1128	89	40	data	datum	NOUN
iassist-1128	89	41	)	)	PUNCT
iassist-1128	89	42	,	,	PUNCT
iassist-1128	89	43	qualitative	qualitative	ADJ
iassist-1128	89	44	data	datum	NOUN
iassist-1128	89	45	,	,	PUNCT
iassist-1128	89	46	documentation	documentation	NOUN
iassist-1128	89	47	,	,	PUNCT
iassist-1128	89	48	images	image	NOUN
iassist-1128	89	49	,	,	PUNCT
iassist-1128	89	50	audio	audio	NOUN
iassist-1128	89	51	,	,	PUNCT
iassist-1128	89	52	and	and	CCONJ
iassist-1128	89	53	video	video	NOUN
iassist-1128	89	54	”	"	PUNCT
iassist-1128	89	55	(	(	PUNCT
iassist-1128	89	56	national	national	ADJ
iassist-1128	89	57	library	library	NOUN
iassist-1128	89	58	of	of	ADP
iassist-1128	89	59	medicine	medicine	NOUN
iassist-1128	89	60	,	,	PUNCT
iassist-1128	89	61	2022	2022	NUM
iassist-1128	89	62	)	)	PUNCT
iassist-1128	89	63	.	.	PUNCT
iassist-1128	90	1	research	research	NOUN
iassist-1128	90	2	data	datum	NOUN
iassist-1128	90	3	is	be	AUX
iassist-1128	90	4	similar	similar	ADJ
iassist-1128	90	5	to	to	ADP
iassist-1128	90	6	industry	industry	NOUN
iassist-1128	90	7	or	or	CCONJ
iassist-1128	90	8	government	government	NOUN
iassist-1128	90	9	data	datum	NOUN
iassist-1128	90	10	in	in	ADP
iassist-1128	90	11	that	that	SCONJ
iassist-1128	90	12	it	it	PRON
iassist-1128	90	13	comes	come	VERB
iassist-1128	90	14	from	from	ADP
iassist-1128	90	15	a	a	DET
iassist-1128	90	16	variety	variety	NOUN
iassist-1128	90	17	of	of	ADP
iassist-1128	90	18	sources	source	NOUN
iassist-1128	90	19	,	,	PUNCT
iassist-1128	90	20	contains	contain	VERB
iassist-1128	90	21	a	a	DET
iassist-1128	90	22	combination	combination	NOUN
iassist-1128	90	23	of	of	ADP
iassist-1128	90	24	sensitive	sensitive	ADJ
iassist-1128	90	25	and	and	CCONJ
iassist-1128	90	26	non	non	ADJ
iassist-1128	90	27	-	-	ADJ
iassist-1128	90	28	sensitive	sensitive	ADJ
iassist-1128	90	29	data	datum	NOUN
iassist-1128	90	30	,	,	PUNCT
iassist-1128	90	31	and	and	CCONJ
iassist-1128	90	32	is	be	AUX
iassist-1128	90	33	used	use	VERB
iassist-1128	90	34	for	for	ADP
iassist-1128	90	35	a	a	DET
iassist-1128	90	36	variety	variety	NOUN
iassist-1128	90	37	of	of	ADP
iassist-1128	90	38	purposes	purpose	NOUN
iassist-1128	90	39	.	.	PUNCT
iassist-1128	91	1	it	it	PRON
iassist-1128	91	2	is	be	AUX
iassist-1128	91	3	unique	unique	ADJ
iassist-1128	91	4	in	in	ADP
iassist-1128	91	5	that	that	SCONJ
iassist-1128	91	6	there	there	PRON
iassist-1128	91	7	are	be	VERB
iassist-1128	91	8	additional	additional	ADJ
iassist-1128	91	9	variations	variation	NOUN
iassist-1128	91	10	in	in	ADP
iassist-1128	91	11	the	the	DET
iassist-1128	91	12	data	datum	NOUN
iassist-1128	91	13	types	type	NOUN
iassist-1128	91	14	and	and	CCONJ
iassist-1128	91	15	formats	format	NOUN
iassist-1128	91	16	,	,	PUNCT
iassist-1128	91	17	including	include	VERB
iassist-1128	91	18	video	video	NOUN
iassist-1128	91	19	,	,	PUNCT
iassist-1128	91	20	audio	audio	NOUN
iassist-1128	91	21	,	,	PUNCT
iassist-1128	91	22	code	code	NOUN
iassist-1128	91	23	,	,	PUNCT
iassist-1128	91	24	and	and	CCONJ
iassist-1128	91	25	simulations	simulation	NOUN
iassist-1128	91	26	.	.	PUNCT
iassist-1128	92	1	additionally	additionally	ADV
iassist-1128	92	2	,	,	PUNCT
iassist-1128	92	3	policies	policy	NOUN
iassist-1128	92	4	and	and	CCONJ
iassist-1128	92	5	processes	process	NOUN
iassist-1128	92	6	come	come	VERB
iassist-1128	92	7	from	from	ADP
iassist-1128	92	8	a	a	DET
iassist-1128	92	9	variety	variety	NOUN
iassist-1128	92	10	of	of	ADP
iassist-1128	92	11	sources	source	NOUN
iassist-1128	92	12	such	such	ADJ
iassist-1128	92	13	as	as	ADP
iassist-1128	92	14	government	government	NOUN
iassist-1128	92	15	,	,	PUNCT
iassist-1128	92	16	funding	funding	NOUN
iassist-1128	92	17	agencies	agency	NOUN
iassist-1128	92	18	,	,	PUNCT
iassist-1128	92	19	and	and	CCONJ
iassist-1128	92	20	institutions	institution	NOUN
iassist-1128	92	21	.	.	PUNCT
iassist-1128	93	1	this	this	PRON
iassist-1128	93	2	means	mean	VERB
iassist-1128	93	3	internal	internal	ADJ
iassist-1128	93	4	regulations	regulation	NOUN
iassist-1128	93	5	,	,	PUNCT
iassist-1128	93	6	or	or	CCONJ
iassist-1128	93	7	lab	lab	NOUN
iassist-1128	93	8	-	-	PUNCT
iassist-1128	93	9	specific	specific	ADJ
iassist-1128	93	10	regulations	regulation	NOUN
iassist-1128	93	11	and	and	CCONJ
iassist-1128	93	12	5/12	5/12	NUM
iassist-1128	93	13	golden	golden	ADJ
iassist-1128	93	14	,	,	PUNCT
iassist-1128	93	15	madison	madison	PROPN
iassist-1128	93	16	(	(	PUNCT
iassist-1128	93	17	2025	2025	NUM
iassist-1128	93	18	)	)	PUNCT
iassist-1128	93	19	adaptive	adaptive	ADJ
iassist-1128	93	20	data	datum	NOUN
iassist-1128	93	21	governance	governance	NOUN
iassist-1128	93	22	for	for	ADP
iassist-1128	93	23	research	research	NOUN
iassist-1128	93	24	data	datum	NOUN
iassist-1128	93	25	management	management	NOUN
iassist-1128	93	26	,	,	PUNCT
iassist-1128	93	27	iassist	iassist	VERB
iassist-1128	93	28	quarterly	quarterly	ADJ
iassist-1128	93	29	49(1	49(1	NOUN
iassist-1128	93	30	)	)	PUNCT
iassist-1128	93	31	,	,	PUNCT
iassist-1128	93	32	pp	pp	ADP
iassist-1128	93	33	.	.	PUNCT
iassist-1128	94	1	1	1	NUM
iassist-1128	94	2	-	-	SYM
iassist-1128	94	3	12	12	NUM
iassist-1128	94	4	.	.	PUNCT
iassist-1128	95	1	doi	doi	NOUN
iassist-1128	95	2	:	:	PUNCT
iassist-1128	95	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	95	4	processes	process	NOUN
iassist-1128	95	5	,	,	PUNCT
iassist-1128	95	6	tend	tend	VERB
iassist-1128	95	7	to	to	PART
iassist-1128	95	8	be	be	AUX
iassist-1128	95	9	looser	loose	ADJ
iassist-1128	95	10	and	and	CCONJ
iassist-1128	95	11	more	more	ADV
iassist-1128	95	12	disparate	disparate	ADJ
iassist-1128	95	13	,	,	PUNCT
iassist-1128	95	14	even	even	ADV
iassist-1128	95	15	between	between	ADP
iassist-1128	95	16	research	research	NOUN
iassist-1128	95	17	labs	lab	NOUN
iassist-1128	95	18	within	within	ADP
iassist-1128	95	19	the	the	DET
iassist-1128	95	20	same	same	ADJ
iassist-1128	95	21	discipline	discipline	NOUN
iassist-1128	95	22	(	(	PUNCT
iassist-1128	95	23	reichmann	reichmann	NOUN
iassist-1128	95	24	et	et	PROPN
iassist-1128	95	25	al	al	PROPN
iassist-1128	95	26	,	,	PUNCT
iassist-1128	95	27	2020	2020	NUM
iassist-1128	95	28	)	)	PUNCT
iassist-1128	95	29	.	.	PUNCT
iassist-1128	96	1	data	datum	NOUN
iassist-1128	96	2	management	management	NOUN
iassist-1128	96	3	,	,	PUNCT
iassist-1128	96	4	similar	similar	ADJ
iassist-1128	96	5	to	to	ADP
iassist-1128	96	6	research	research	NOUN
iassist-1128	96	7	data	datum	NOUN
iassist-1128	96	8	,	,	PUNCT
iassist-1128	96	9	is	be	AUX
iassist-1128	96	10	a	a	DET
iassist-1128	96	11	very	very	ADV
iassist-1128	96	12	broad	broad	ADJ
iassist-1128	96	13	concept	concept	NOUN
iassist-1128	96	14	that	that	PRON
iassist-1128	96	15	encompasses	encompass	VERB
iassist-1128	96	16	"	"	PUNCT
iassist-1128	96	17	data	datum	NOUN
iassist-1128	96	18	management	management	NOUN
iassist-1128	96	19	planning	planning	NOUN
iassist-1128	96	20	,	,	PUNCT
iassist-1128	96	21	documenting	document	VERB
iassist-1128	96	22	your	your	PRON
iassist-1128	96	23	data	datum	NOUN
iassist-1128	96	24	,	,	PUNCT
iassist-1128	96	25	organizing	organize	VERB
iassist-1128	96	26	data	datum	NOUN
iassist-1128	96	27	,	,	PUNCT
iassist-1128	96	28	improving	improve	VERB
iassist-1128	96	29	analysis	analysis	NOUN
iassist-1128	96	30	procedures	procedure	NOUN
iassist-1128	96	31	,	,	PUNCT
iassist-1128	96	32	securing	secure	VERB
iassist-1128	96	33	sensitive	sensitive	ADJ
iassist-1128	96	34	data	datum	NOUN
iassist-1128	96	35	properly	properly	ADV
iassist-1128	96	36	,	,	PUNCT
iassist-1128	96	37	having	have	VERB
iassist-1128	96	38	adequate	adequate	ADJ
iassist-1128	96	39	storage	storage	NOUN
iassist-1128	96	40	and	and	CCONJ
iassist-1128	96	41	backups	backup	NOUN
iassist-1128	96	42	during	during	ADP
iassist-1128	96	43	a	a	DET
iassist-1128	96	44	project	project	NOUN
iassist-1128	96	45	,	,	PUNCT
iassist-1128	96	46	taking	take	VERB
iassist-1128	96	47	care	care	NOUN
iassist-1128	96	48	of	of	ADP
iassist-1128	96	49	your	your	PRON
iassist-1128	96	50	data	datum	NOUN
iassist-1128	96	51	after	after	ADP
iassist-1128	96	52	a	a	DET
iassist-1128	96	53	project	project	NOUN
iassist-1128	96	54	,	,	PUNCT
iassist-1128	96	55	sharing	share	VERB
iassist-1128	96	56	data	datum	NOUN
iassist-1128	96	57	effectively	effectively	ADV
iassist-1128	96	58	,	,	PUNCT
iassist-1128	96	59	and	and	CCONJ
iassist-1128	96	60	finding	find	VERB
iassist-1128	96	61	data	datum	NOUN
iassist-1128	96	62	for	for	ADP
iassist-1128	96	63	reuse	reuse	NOUN
iassist-1128	96	64	in	in	ADP
iassist-1128	96	65	a	a	DET
iassist-1128	96	66	new	new	ADJ
iassist-1128	96	67	project	project	NOUN
iassist-1128	96	68	,	,	PUNCT
iassist-1128	96	69	"	"	PUNCT
iassist-1128	96	70	(	(	PUNCT
iassist-1128	96	71	briney	briney	NOUN
iassist-1128	96	72	,	,	PUNCT
iassist-1128	96	73	2015	2015	NUM
iassist-1128	96	74	,	,	PUNCT
iassist-1128	96	75	p.7	p.7	NOUN
iassist-1128	96	76	)	)	PUNCT
iassist-1128	96	77	.	.	PUNCT
iassist-1128	97	1	the	the	DET
iassist-1128	97	2	scope	scope	NOUN
iassist-1128	97	3	of	of	ADP
iassist-1128	97	4	data	datum	NOUN
iassist-1128	97	5	governance	governance	NOUN
iassist-1128	97	6	is	be	AUX
iassist-1128	97	7	slightly	slightly	ADV
iassist-1128	97	8	larger	large	ADJ
iassist-1128	97	9	than	than	ADP
iassist-1128	97	10	data	data	NOUN
iassist-1128	97	11	management	management	NOUN
iassist-1128	97	12	,	,	PUNCT
iassist-1128	97	13	as	as	SCONJ
iassist-1128	97	14	data	data	NOUN
iassist-1128	97	15	management	management	NOUN
iassist-1128	97	16	activities	activity	NOUN
iassist-1128	97	17	are	be	AUX
iassist-1128	97	18	seen	see	VERB
iassist-1128	97	19	as	as	ADP
iassist-1128	97	20	a	a	DET
iassist-1128	97	21	component	component	NOUN
iassist-1128	97	22	of	of	ADP
iassist-1128	97	23	data	datum	NOUN
iassist-1128	97	24	governance	governance	NOUN
iassist-1128	97	25	.	.	PUNCT
iassist-1128	98	1	however	however	ADV
iassist-1128	98	2	,	,	PUNCT
iassist-1128	98	3	each	each	PRON
iassist-1128	98	4	works	work	VERB
iassist-1128	98	5	to	to	PART
iassist-1128	98	6	achieve	achieve	VERB
iassist-1128	98	7	similar	similar	ADJ
iassist-1128	98	8	goals	goal	NOUN
iassist-1128	98	9	where	where	SCONJ
iassist-1128	98	10	proper	proper	ADJ
iassist-1128	98	11	data	data	NOUN
iassist-1128	98	12	management	management	NOUN
iassist-1128	98	13	improves	improve	VERB
iassist-1128	98	14	usability	usability	NOUN
iassist-1128	98	15	of	of	ADP
iassist-1128	98	16	data	datum	NOUN
iassist-1128	98	17	while	while	SCONJ
iassist-1128	98	18	managing	manage	VERB
iassist-1128	98	19	risks	risk	NOUN
iassist-1128	98	20	such	such	ADJ
iassist-1128	98	21	as	as	ADP
iassist-1128	98	22	security	security	NOUN
iassist-1128	98	23	breaches	breach	NOUN
iassist-1128	98	24	,	,	PUNCT
iassist-1128	98	25	data	datum	NOUN
iassist-1128	98	26	loss	loss	NOUN
iassist-1128	98	27	,	,	PUNCT
iassist-1128	98	28	and	and	CCONJ
iassist-1128	98	29	poor	poor	ADJ
iassist-1128	98	30	data	datum	NOUN
iassist-1128	98	31	quality	quality	NOUN
iassist-1128	98	32	.	.	PUNCT
iassist-1128	99	1	several	several	ADJ
iassist-1128	99	2	core	core	NOUN
iassist-1128	99	3	challenges	challenge	NOUN
iassist-1128	99	4	are	be	AUX
iassist-1128	99	5	shared	share	VERB
iassist-1128	99	6	by	by	ADP
iassist-1128	99	7	research	research	NOUN
iassist-1128	99	8	data	datum	NOUN
iassist-1128	99	9	management	management	NOUN
iassist-1128	99	10	and	and	CCONJ
iassist-1128	99	11	data	datum	NOUN
iassist-1128	99	12	governance	governance	NOUN
iassist-1128	99	13	that	that	PRON
iassist-1128	99	14	can	can	AUX
iassist-1128	99	15	be	be	AUX
iassist-1128	99	16	improved	improve	VERB
iassist-1128	99	17	with	with	ADP
iassist-1128	99	18	the	the	DET
iassist-1128	99	19	adaptive	adaptive	ADJ
iassist-1128	99	20	approach	approach	NOUN
iassist-1128	99	21	.	.	PUNCT
iassist-1128	100	1	complexity	complexity	NOUN
iassist-1128	100	2	and	and	CCONJ
iassist-1128	100	3	context	context	NOUN
iassist-1128	100	4	create	create	VERB
iassist-1128	100	5	challenges	challenge	NOUN
iassist-1128	100	6	due	due	ADJ
iassist-1128	100	7	to	to	ADP
iassist-1128	100	8	a	a	DET
iassist-1128	100	9	variety	variety	NOUN
iassist-1128	100	10	of	of	ADP
iassist-1128	100	11	data	datum	NOUN
iassist-1128	100	12	sources	source	NOUN
iassist-1128	100	13	and	and	CCONJ
iassist-1128	100	14	types	type	NOUN
iassist-1128	100	15	.	.	PUNCT
iassist-1128	101	1	variation	variation	NOUN
iassist-1128	101	2	in	in	ADP
iassist-1128	101	3	these	these	DET
iassist-1128	101	4	areas	area	NOUN
iassist-1128	101	5	creates	create	VERB
iassist-1128	101	6	difficulty	difficulty	NOUN
iassist-1128	101	7	in	in	ADP
iassist-1128	101	8	developing	develop	VERB
iassist-1128	101	9	policies	policy	NOUN
iassist-1128	101	10	and	and	CCONJ
iassist-1128	101	11	practices	practice	NOUN
iassist-1128	101	12	that	that	PRON
iassist-1128	101	13	fit	fit	VERB
iassist-1128	101	14	across	across	ADP
iassist-1128	101	15	data	datum	NOUN
iassist-1128	101	16	types	type	NOUN
iassist-1128	101	17	.	.	PUNCT
iassist-1128	102	1	internal	internal	ADJ
iassist-1128	102	2	and	and	CCONJ
iassist-1128	102	3	external	external	ADJ
iassist-1128	102	4	policies	policy	NOUN
iassist-1128	102	5	introduce	introduce	VERB
iassist-1128	102	6	complexity	complexity	NOUN
iassist-1128	102	7	as	as	SCONJ
iassist-1128	102	8	they	they	PRON
iassist-1128	102	9	may	may	AUX
iassist-1128	102	10	have	have	VERB
iassist-1128	102	11	conflicting	conflicting	ADJ
iassist-1128	102	12	requirements	requirement	NOUN
iassist-1128	102	13	.	.	PUNCT
iassist-1128	103	1	disparate	disparate	ADJ
iassist-1128	103	2	standards	standard	NOUN
iassist-1128	103	3	and	and	CCONJ
iassist-1128	103	4	processes	process	NOUN
iassist-1128	103	5	can	can	AUX
iassist-1128	103	6	be	be	AUX
iassist-1128	103	7	a	a	DET
iassist-1128	103	8	barrier	barrier	NOUN
iassist-1128	103	9	when	when	SCONJ
iassist-1128	103	10	introducing	introduce	VERB
iassist-1128	103	11	new	new	ADJ
iassist-1128	103	12	policies	policy	NOUN
iassist-1128	103	13	or	or	CCONJ
iassist-1128	103	14	best	good	ADJ
iassist-1128	103	15	practices	practice	NOUN
iassist-1128	103	16	,	,	PUNCT
iassist-1128	103	17	and	and	CCONJ
iassist-1128	103	18	can	can	AUX
iassist-1128	103	19	also	also	ADV
iassist-1128	103	20	create	create	VERB
iassist-1128	103	21	challenges	challenge	NOUN
iassist-1128	103	22	for	for	ADP
iassist-1128	103	23	instruction	instruction	NOUN
iassist-1128	103	24	development	development	NOUN
iassist-1128	103	25	for	for	ADP
iassist-1128	103	26	a	a	DET
iassist-1128	103	27	wide	wide	ADJ
iassist-1128	103	28	audience	audience	NOUN
iassist-1128	103	29	.	.	PUNCT
iassist-1128	104	1	additionally	additionally	ADV
iassist-1128	104	2	,	,	PUNCT
iassist-1128	104	3	understanding	understand	VERB
iassist-1128	104	4	all	all	PRON
iassist-1128	104	5	of	of	ADP
iassist-1128	104	6	these	these	DET
iassist-1128	104	7	differences	difference	NOUN
iassist-1128	104	8	across	across	ADP
iassist-1128	104	9	disciplines	discipline	NOUN
iassist-1128	104	10	is	be	AUX
iassist-1128	104	11	unfeasible	unfeasible	ADJ
iassist-1128	104	12	for	for	ADP
iassist-1128	104	13	many	many	ADJ
iassist-1128	104	14	organizations	organization	NOUN
iassist-1128	104	15	.	.	PUNCT
iassist-1128	105	1	another	another	DET
iassist-1128	105	2	shared	share	VERB
iassist-1128	105	3	challenge	challenge	NOUN
iassist-1128	105	4	is	be	AUX
iassist-1128	105	5	a	a	DET
iassist-1128	105	6	lack	lack	NOUN
iassist-1128	105	7	of	of	ADP
iassist-1128	105	8	awareness	awareness	NOUN
iassist-1128	105	9	among	among	ADP
iassist-1128	105	10	data	datum	NOUN
iassist-1128	105	11	creators	creator	NOUN
iassist-1128	105	12	and	and	CCONJ
iassist-1128	105	13	users	user	NOUN
iassist-1128	105	14	of	of	ADP
iassist-1128	105	15	policies	policy	NOUN
iassist-1128	105	16	,	,	PUNCT
iassist-1128	105	17	standards	standard	NOUN
iassist-1128	105	18	,	,	PUNCT
iassist-1128	105	19	and	and	CCONJ
iassist-1128	105	20	best	good	ADJ
iassist-1128	105	21	practices	practice	NOUN
iassist-1128	105	22	.	.	PUNCT
iassist-1128	106	1	lack	lack	NOUN
iassist-1128	106	2	of	of	ADP
iassist-1128	106	3	awareness	awareness	NOUN
iassist-1128	106	4	arises	arise	VERB
iassist-1128	106	5	from	from	ADP
iassist-1128	106	6	training	training	NOUN
iassist-1128	106	7	gaps	gap	NOUN
iassist-1128	106	8	,	,	PUNCT
iassist-1128	106	9	either	either	CCONJ
iassist-1128	106	10	within	within	ADP
iassist-1128	106	11	a	a	DET
iassist-1128	106	12	research	research	NOUN
iassist-1128	106	13	group	group	NOUN
iassist-1128	106	14	or	or	CCONJ
iassist-1128	106	15	across	across	ADP
iassist-1128	106	16	an	an	DET
iassist-1128	106	17	institution	institution	NOUN
iassist-1128	106	18	.	.	PUNCT
iassist-1128	107	1	there	there	PRON
iassist-1128	107	2	are	be	VERB
iassist-1128	107	3	also	also	ADV
iassist-1128	107	4	multiple	multiple	ADJ
iassist-1128	107	5	sources	source	NOUN
iassist-1128	107	6	of	of	ADP
iassist-1128	107	7	guidance	guidance	NOUN
iassist-1128	107	8	from	from	ADP
iassist-1128	107	9	professional	professional	ADJ
iassist-1128	107	10	organizations	organization	NOUN
iassist-1128	107	11	,	,	PUNCT
iassist-1128	107	12	groups	group	NOUN
iassist-1128	107	13	within	within	ADP
iassist-1128	107	14	institutions	institution	NOUN
iassist-1128	107	15	,	,	PUNCT
iassist-1128	107	16	and	and	CCONJ
iassist-1128	107	17	government	government	NOUN
iassist-1128	107	18	and	and	CCONJ
iassist-1128	107	19	funding	funding	NOUN
iassist-1128	107	20	agencies	agency	NOUN
iassist-1128	107	21	.	.	PUNCT
iassist-1128	108	1	lastly	lastly	ADV
iassist-1128	108	2	,	,	PUNCT
iassist-1128	108	3	it	it	PRON
iassist-1128	108	4	is	be	AUX
iassist-1128	108	5	difficult	difficult	ADJ
iassist-1128	108	6	to	to	PART
iassist-1128	108	7	reach	reach	VERB
iassist-1128	108	8	all	all	DET
iassist-1128	108	9	applicable	applicable	ADJ
iassist-1128	108	10	audiences	audience	NOUN
iassist-1128	108	11	,	,	PUNCT
iassist-1128	108	12	especially	especially	ADV
iassist-1128	108	13	in	in	ADP
iassist-1128	108	14	a	a	DET
iassist-1128	108	15	decentralized	decentralized	ADJ
iassist-1128	108	16	organization	organization	NOUN
iassist-1128	108	17	where	where	SCONJ
iassist-1128	108	18	data	datum	NOUN
iassist-1128	108	19	management	management	NOUN
iassist-1128	108	20	is	be	AUX
iassist-1128	108	21	not	not	PART
iassist-1128	108	22	seen	see	VERB
iassist-1128	108	23	as	as	ADP
iassist-1128	108	24	essential	essential	ADJ
iassist-1128	108	25	.	.	PUNCT
iassist-1128	109	1	finally	finally	ADV
iassist-1128	109	2	,	,	PUNCT
iassist-1128	109	3	constant	constant	ADJ
iassist-1128	109	4	developments	development	NOUN
iassist-1128	109	5	and	and	CCONJ
iassist-1128	109	6	changes	change	NOUN
iassist-1128	109	7	across	across	ADP
iassist-1128	109	8	the	the	DET
iassist-1128	109	9	data	datum	NOUN
iassist-1128	109	10	landscape	landscape	NOUN
iassist-1128	109	11	contribute	contribute	VERB
iassist-1128	109	12	to	to	ADP
iassist-1128	109	13	the	the	DET
iassist-1128	109	14	above	above	ADJ
iassist-1128	109	15	challenges	challenge	NOUN
iassist-1128	109	16	of	of	ADP
iassist-1128	109	17	lack	lack	NOUN
iassist-1128	109	18	of	of	ADP
iassist-1128	109	19	awareness	awareness	NOUN
iassist-1128	109	20	and	and	CCONJ
iassist-1128	109	21	handling	handle	VERB
iassist-1128	109	22	complexity	complexity	NOUN
iassist-1128	109	23	and	and	CCONJ
iassist-1128	109	24	context	context	NOUN
iassist-1128	109	25	.	.	PUNCT
iassist-1128	110	1	updates	update	NOUN
iassist-1128	110	2	to	to	ADP
iassist-1128	110	3	policies	policy	NOUN
iassist-1128	110	4	and	and	CCONJ
iassist-1128	110	5	regulations	regulation	NOUN
iassist-1128	110	6	may	may	AUX
iassist-1128	110	7	go	go	VERB
iassist-1128	110	8	unseen	unseen	ADJ
iassist-1128	110	9	by	by	ADP
iassist-1128	110	10	affected	affected	ADJ
iassist-1128	110	11	parties	party	NOUN
iassist-1128	110	12	unaware	unaware	ADJ
iassist-1128	110	13	of	of	ADP
iassist-1128	110	14	what	what	PRON
iassist-1128	110	15	applies	apply	VERB
iassist-1128	110	16	to	to	ADP
iassist-1128	110	17	them	they	PRON
iassist-1128	110	18	.	.	PUNCT
iassist-1128	111	1	this	this	PRON
iassist-1128	111	2	includes	include	VERB
iassist-1128	111	3	the	the	DET
iassist-1128	111	4	development	development	NOUN
iassist-1128	111	5	of	of	ADP
iassist-1128	111	6	data	datum	NOUN
iassist-1128	111	7	sharing	sharing	NOUN
iassist-1128	111	8	requirements	requirement	NOUN
iassist-1128	111	9	,	,	PUNCT
iassist-1128	111	10	either	either	CCONJ
iassist-1128	111	11	from	from	ADP
iassist-1128	111	12	states	state	NOUN
iassist-1128	111	13	like	like	ADP
iassist-1128	111	14	california	california	PROPN
iassist-1128	111	15	issuing	issue	VERB
iassist-1128	111	16	the	the	DET
iassist-1128	111	17	california	california	PROPN
iassist-1128	111	18	consumer	consumer	PROPN
iassist-1128	111	19	protection	protection	PROPN
iassist-1128	111	20	act	act	PROPN
iassist-1128	111	21	,	,	PUNCT
iassist-1128	111	22	or	or	CCONJ
iassist-1128	111	23	from	from	ADP
iassist-1128	111	24	research	research	NOUN
iassist-1128	111	25	funders	funder	NOUN
iassist-1128	111	26	and	and	CCONJ
iassist-1128	111	27	publishers	publisher	NOUN
iassist-1128	111	28	.	.	PUNCT
iassist-1128	112	1	in	in	ADP
iassist-1128	112	2	addition	addition	NOUN
iassist-1128	112	3	,	,	PUNCT
iassist-1128	112	4	the	the	DET
iassist-1128	112	5	introduction	introduction	NOUN
iassist-1128	112	6	of	of	ADP
iassist-1128	112	7	new	new	ADJ
iassist-1128	112	8	tools	tool	NOUN
iassist-1128	112	9	,	,	PUNCT
iassist-1128	112	10	systems	system	NOUN
iassist-1128	112	11	,	,	PUNCT
iassist-1128	112	12	and	and	CCONJ
iassist-1128	112	13	methods	method	NOUN
iassist-1128	112	14	may	may	AUX
iassist-1128	112	15	make	make	VERB
iassist-1128	112	16	current	current	ADJ
iassist-1128	112	17	policies	policy	NOUN
iassist-1128	112	18	and	and	CCONJ
iassist-1128	112	19	instruction	instruction	NOUN
iassist-1128	112	20	inadequate	inadequate	ADJ
iassist-1128	112	21	.	.	PUNCT
iassist-1128	113	1	adaptive	adaptive	ADJ
iassist-1128	113	2	data	datum	NOUN
iassist-1128	113	3	governance	governance	NOUN
iassist-1128	113	4	for	for	ADP
iassist-1128	113	5	research	research	NOUN
iassist-1128	113	6	data	datum	NOUN
iassist-1128	113	7	management	management	NOUN
iassist-1128	113	8	in	in	ADP
iassist-1128	113	9	order	order	NOUN
iassist-1128	113	10	to	to	PART
iassist-1128	113	11	explain	explain	VERB
iassist-1128	113	12	how	how	SCONJ
iassist-1128	113	13	the	the	DET
iassist-1128	113	14	adaptive	adaptive	ADJ
iassist-1128	113	15	data	data	NOUN
iassist-1128	113	16	governance	governance	NOUN
iassist-1128	113	17	model	model	NOUN
iassist-1128	113	18	,	,	PUNCT
iassist-1128	113	19	as	as	SCONJ
iassist-1128	113	20	laid	lay	VERB
iassist-1128	113	21	out	out	ADP
iassist-1128	113	22	by	by	ADP
iassist-1128	113	23	gartner	gartner	NOUN
iassist-1128	113	24	,	,	PUNCT
iassist-1128	113	25	can	can	AUX
iassist-1128	113	26	be	be	AUX
iassist-1128	113	27	applied	apply	VERB
iassist-1128	113	28	to	to	ADP
iassist-1128	113	29	research	research	NOUN
iassist-1128	113	30	data	datum	NOUN
iassist-1128	113	31	management	management	NOUN
iassist-1128	113	32	,	,	PUNCT
iassist-1128	113	33	each	each	PRON
iassist-1128	113	34	of	of	ADP
iassist-1128	113	35	the	the	DET
iassist-1128	113	36	four	four	NUM
iassist-1128	113	37	governance	governance	NOUN
iassist-1128	113	38	styles	style	NOUN
iassist-1128	113	39	described	describe	VERB
iassist-1128	113	40	earlier	early	ADV
iassist-1128	113	41	will	will	AUX
iassist-1128	113	42	be	be	AUX
iassist-1128	113	43	recontextualized	recontextualize	VERB
iassist-1128	113	44	for	for	ADP
iassist-1128	113	45	research	research	NOUN
iassist-1128	113	46	data	datum	NOUN
iassist-1128	113	47	management	management	NOUN
iassist-1128	113	48	within	within	ADP
iassist-1128	113	49	an	an	DET
iassist-1128	113	50	academic	academic	ADJ
iassist-1128	113	51	institution	institution	NOUN
iassist-1128	113	52	.	.	PUNCT
iassist-1128	114	1	as	as	SCONJ
iassist-1128	114	2	described	describe	VERB
iassist-1128	114	3	in	in	ADP
iassist-1128	114	4	the	the	DET
iassist-1128	114	5	introduction	introduction	NOUN
iassist-1128	114	6	,	,	PUNCT
iassist-1128	114	7	this	this	PRON
iassist-1128	114	8	will	will	AUX
iassist-1128	114	9	primarily	primarily	ADV
iassist-1128	114	10	stem	stem	VERB
iassist-1128	114	11	from	from	ADP
iassist-1128	114	12	the	the	DET
iassist-1128	114	13	library	library	NOUN
iassist-1128	114	14	perspective	perspective	NOUN
iassist-1128	114	15	and	and	CCONJ
iassist-1128	114	16	examples	example	NOUN
iassist-1128	114	17	from	from	ADP
iassist-1128	114	18	the	the	DET
iassist-1128	114	19	university	university	NOUN
iassist-1128	114	20	of	of	ADP
iassist-1128	114	21	utah	utah	PROPN
iassist-1128	114	22	.	.	PUNCT
iassist-1128	115	1	6/12	6/12	NUM
iassist-1128	115	2	golden	golden	ADJ
iassist-1128	115	3	,	,	PUNCT
iassist-1128	115	4	madison	madison	PROPN
iassist-1128	115	5	(	(	PUNCT
iassist-1128	115	6	2025	2025	NUM
iassist-1128	115	7	)	)	PUNCT
iassist-1128	115	8	adaptive	adaptive	ADJ
iassist-1128	115	9	data	datum	NOUN
iassist-1128	115	10	governance	governance	NOUN
iassist-1128	115	11	for	for	ADP
iassist-1128	115	12	research	research	NOUN
iassist-1128	115	13	data	datum	NOUN
iassist-1128	115	14	management	management	NOUN
iassist-1128	115	15	,	,	PUNCT
iassist-1128	115	16	iassist	iassist	VERB
iassist-1128	115	17	quarterly	quarterly	ADJ
iassist-1128	115	18	49(1	49(1	NOUN
iassist-1128	115	19	)	)	PUNCT
iassist-1128	115	20	,	,	PUNCT
iassist-1128	115	21	pp	pp	ADP
iassist-1128	115	22	.	.	PUNCT
iassist-1128	116	1	1	1	NUM
iassist-1128	116	2	-	-	SYM
iassist-1128	116	3	12	12	NUM
iassist-1128	116	4	.	.	PUNCT
iassist-1128	117	1	doi	doi	NOUN
iassist-1128	117	2	:	:	PUNCT
iassist-1128	117	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	117	4	figure	figure	VERB
iassist-1128	117	5	1	1	NUM
iassist-1128	117	6	:	:	PUNCT
iassist-1128	117	7	conceptual	conceptual	ADJ
iassist-1128	117	8	map	map	NOUN
iassist-1128	117	9	of	of	ADP
iassist-1128	117	10	linear	linear	PROPN
iassist-1128	117	11	relationship	relationship	NOUN
iassist-1128	117	12	between	between	ADP
iassist-1128	117	13	service	service	NOUN
iassist-1128	117	14	modality	modality	NOUN
iassist-1128	117	15	complexity	complexity	NOUN
iassist-1128	117	16	and	and	CCONJ
iassist-1128	117	17	maturity	maturity	NOUN
iassist-1128	117	18	needed	need	VERB
iassist-1128	117	19	to	to	PART
iassist-1128	117	20	achieve	achieve	VERB
iassist-1128	117	21	each	each	DET
iassist-1128	117	22	adaptive	adaptive	ADJ
iassist-1128	117	23	governance	governance	NOUN
iassist-1128	117	24	style	style	NOUN
iassist-1128	117	25	control	control	NOUN
iassist-1128	117	26	in	in	ADP
iassist-1128	117	27	data	datum	NOUN
iassist-1128	117	28	governance	governance	NOUN
iassist-1128	117	29	,	,	PUNCT
iassist-1128	117	30	the	the	DET
iassist-1128	117	31	control	control	NOUN
iassist-1128	117	32	style	style	NOUN
iassist-1128	117	33	is	be	AUX
iassist-1128	117	34	defined	define	VERB
iassist-1128	117	35	by	by	ADP
iassist-1128	117	36	policies	policy	NOUN
iassist-1128	117	37	and	and	CCONJ
iassist-1128	117	38	adopts	adopt	VERB
iassist-1128	117	39	a	a	DET
iassist-1128	117	40	passive	passive	ADJ
iassist-1128	117	41	,	,	PUNCT
iassist-1128	117	42	compliance	compliance	NOUN
iassist-1128	117	43	-	-	PUNCT
iassist-1128	117	44	based	base	VERB
iassist-1128	117	45	approach	approach	NOUN
iassist-1128	117	46	(	(	PUNCT
iassist-1128	117	47	judah	judah	PROPN
iassist-1128	117	48	,	,	PUNCT
iassist-1128	117	49	2023	2023	NUM
iassist-1128	117	50	)	)	PUNCT
iassist-1128	117	51	.	.	PUNCT
iassist-1128	118	1	to	to	PART
iassist-1128	118	2	re	re	VERB
iassist-1128	118	3	-	-	VERB
iassist-1128	118	4	define	define	VERB
iassist-1128	118	5	this	this	DET
iassist-1128	118	6	style	style	NOUN
iassist-1128	118	7	for	for	ADP
iassist-1128	118	8	research	research	NOUN
iassist-1128	118	9	data	datum	NOUN
iassist-1128	118	10	management	management	NOUN
iassist-1128	118	11	;	;	PUNCT
iassist-1128	118	12	the	the	DET
iassist-1128	118	13	control	control	NOUN
iassist-1128	118	14	style	style	NOUN
iassist-1128	118	15	of	of	ADP
iassist-1128	118	16	research	research	NOUN
iassist-1128	118	17	data	datum	NOUN
iassist-1128	118	18	management	management	NOUN
iassist-1128	118	19	seeks	seek	VERB
iassist-1128	118	20	to	to	PART
iassist-1128	118	21	mitigate	mitigate	VERB
iassist-1128	118	22	risks	risk	NOUN
iassist-1128	118	23	by	by	ADP
iassist-1128	118	24	monitoring	monitor	VERB
iassist-1128	118	25	compliance	compliance	NOUN
iassist-1128	118	26	to	to	ADP
iassist-1128	118	27	applicable	applicable	ADJ
iassist-1128	118	28	research	research	NOUN
iassist-1128	118	29	data	datum	NOUN
iassist-1128	118	30	policies	policy	NOUN
iassist-1128	118	31	and	and	CCONJ
iassist-1128	118	32	standards	standard	NOUN
iassist-1128	118	33	arising	arise	VERB
iassist-1128	118	34	from	from	ADP
iassist-1128	118	35	funding	funding	NOUN
iassist-1128	118	36	organizations	organization	NOUN
iassist-1128	118	37	,	,	PUNCT
iassist-1128	118	38	publishers	publisher	NOUN
iassist-1128	118	39	,	,	PUNCT
iassist-1128	118	40	government	government	NOUN
iassist-1128	118	41	,	,	PUNCT
iassist-1128	118	42	and	and	CCONJ
iassist-1128	118	43	institutions	institution	NOUN
iassist-1128	118	44	.	.	PUNCT
iassist-1128	119	1	a	a	DET
iassist-1128	119	2	core	core	NOUN
iassist-1128	119	3	drawback	drawback	NOUN
iassist-1128	119	4	to	to	ADP
iassist-1128	119	5	this	this	DET
iassist-1128	119	6	approach	approach	NOUN
iassist-1128	119	7	is	be	AUX
iassist-1128	119	8	strict	strict	ADJ
iassist-1128	119	9	adherence	adherence	NOUN
iassist-1128	119	10	to	to	ADP
iassist-1128	119	11	policies	policy	NOUN
iassist-1128	119	12	that	that	PRON
iassist-1128	119	13	are	be	AUX
iassist-1128	119	14	often	often	ADV
iassist-1128	119	15	not	not	PART
iassist-1128	119	16	defined	define	VERB
iassist-1128	119	17	by	by	ADP
iassist-1128	119	18	those	those	PRON
iassist-1128	119	19	in	in	ADP
iassist-1128	119	20	the	the	DET
iassist-1128	119	21	library	library	NOUN
iassist-1128	119	22	or	or	CCONJ
iassist-1128	119	23	other	other	ADJ
iassist-1128	119	24	academic	academic	ADJ
iassist-1128	119	25	offices	office	NOUN
iassist-1128	119	26	supporting	support	VERB
iassist-1128	119	27	researchers	researcher	NOUN
iassist-1128	119	28	.	.	PUNCT
iassist-1128	120	1	however	however	ADV
iassist-1128	120	2	,	,	PUNCT
iassist-1128	120	3	these	these	DET
iassist-1128	120	4	policies	policy	NOUN
iassist-1128	120	5	and	and	CCONJ
iassist-1128	120	6	laws	law	NOUN
iassist-1128	120	7	create	create	VERB
iassist-1128	120	8	the	the	DET
iassist-1128	120	9	jumping	jumping	NOUN
iassist-1128	120	10	off	off	ADP
iassist-1128	120	11	point	point	NOUN
iassist-1128	120	12	for	for	ADP
iassist-1128	120	13	service	service	NOUN
iassist-1128	120	14	development	development	NOUN
iassist-1128	120	15	and	and	CCONJ
iassist-1128	120	16	resource	resource	NOUN
iassist-1128	120	17	acquisition	acquisition	NOUN
iassist-1128	120	18	.	.	PUNCT
iassist-1128	121	1	clear	clear	ADJ
iassist-1128	121	2	requirements	requirement	NOUN
iassist-1128	121	3	for	for	ADP
iassist-1128	121	4	research	research	NOUN
iassist-1128	121	5	data	datum	NOUN
iassist-1128	121	6	management	management	NOUN
iassist-1128	121	7	in	in	ADP
iassist-1128	121	8	the	the	DET
iassist-1128	121	9	form	form	NOUN
iassist-1128	121	10	of	of	ADP
iassist-1128	121	11	policies	policy	NOUN
iassist-1128	121	12	create	create	VERB
iassist-1128	121	13	clear	clear	ADJ
iassist-1128	121	14	service	service	NOUN
iassist-1128	121	15	priorities	priority	NOUN
iassist-1128	121	16	and	and	CCONJ
iassist-1128	121	17	an	an	DET
iassist-1128	121	18	opportunity	opportunity	NOUN
iassist-1128	121	19	to	to	PART
iassist-1128	121	20	perform	perform	VERB
iassist-1128	121	21	outreach	outreach	NOUN
iassist-1128	121	22	to	to	ADP
iassist-1128	121	23	researchers	researcher	NOUN
iassist-1128	121	24	.	.	PUNCT
iassist-1128	122	1	additionally	additionally	ADV
iassist-1128	122	2	,	,	PUNCT
iassist-1128	122	3	control	control	NOUN
iassist-1128	122	4	establishes	establish	VERB
iassist-1128	122	5	the	the	DET
iassist-1128	122	6	need	need	NOUN
iassist-1128	122	7	for	for	ADP
iassist-1128	122	8	a	a	DET
iassist-1128	122	9	compliance	compliance	NOUN
iassist-1128	122	10	and	and	CCONJ
iassist-1128	122	11	policymaking	policymake	VERB
iassist-1128	122	12	body	body	NOUN
iassist-1128	122	13	within	within	ADP
iassist-1128	122	14	an	an	DET
iassist-1128	122	15	organization	organization	NOUN
iassist-1128	122	16	,	,	PUNCT
iassist-1128	122	17	which	which	PRON
iassist-1128	122	18	can	can	AUX
iassist-1128	122	19	serve	serve	VERB
iassist-1128	122	20	as	as	ADP
iassist-1128	122	21	the	the	DET
iassist-1128	122	22	basis	basis	NOUN
iassist-1128	122	23	for	for	ADP
iassist-1128	122	24	further	further	ADJ
iassist-1128	122	25	infrastructure	infrastructure	NOUN
iassist-1128	122	26	and	and	CCONJ
iassist-1128	122	27	support	support	NOUN
iassist-1128	122	28	staff	staff	NOUN
iassist-1128	122	29	for	for	ADP
iassist-1128	122	30	researchers	researcher	NOUN
iassist-1128	122	31	.	.	PUNCT
iassist-1128	123	1	the	the	DET
iassist-1128	123	2	research	research	NOUN
iassist-1128	123	3	office	office	NOUN
iassist-1128	123	4	serves	serve	VERB
iassist-1128	123	5	as	as	ADP
iassist-1128	123	6	the	the	DET
iassist-1128	123	7	primary	primary	ADJ
iassist-1128	123	8	policymaking	policymaking	NOUN
iassist-1128	123	9	and	and	CCONJ
iassist-1128	123	10	compliance	compliance	NOUN
iassist-1128	123	11	group	group	NOUN
iassist-1128	123	12	on	on	ADP
iassist-1128	123	13	campus	campus	NOUN
iassist-1128	123	14	.	.	PUNCT
iassist-1128	124	1	however	however	ADV
iassist-1128	124	2	,	,	PUNCT
iassist-1128	124	3	in	in	ADP
iassist-1128	124	4	contrast	contrast	NOUN
iassist-1128	124	5	to	to	ADP
iassist-1128	124	6	a	a	DET
iassist-1128	124	7	company	company	NOUN
iassist-1128	124	8	,	,	PUNCT
iassist-1128	124	9	institutions	institution	NOUN
iassist-1128	124	10	have	have	VERB
iassist-1128	124	11	more	more	ADJ
iassist-1128	124	12	disparate	disparate	ADJ
iassist-1128	124	13	compliance	compliance	NOUN
iassist-1128	124	14	processes	process	NOUN
iassist-1128	124	15	built	build	VERB
iassist-1128	124	16	in	in	ADP
iassist-1128	124	17	.	.	PUNCT
iassist-1128	125	1	for	for	ADP
iassist-1128	125	2	example	example	NOUN
iassist-1128	125	3	,	,	PUNCT
iassist-1128	125	4	grant	grant	NOUN
iassist-1128	125	5	offices	office	NOUN
iassist-1128	125	6	assist	assist	VERB
iassist-1128	125	7	researchers	researcher	NOUN
iassist-1128	125	8	in	in	ADP
iassist-1128	125	9	reporting	report	VERB
iassist-1128	125	10	on	on	ADP
iassist-1128	125	11	compliance	compliance	NOUN
iassist-1128	125	12	to	to	ADP
iassist-1128	125	13	their	their	PRON
iassist-1128	125	14	funders	funder	NOUN
iassist-1128	125	15	and	and	CCONJ
iassist-1128	125	16	researchers	researcher	NOUN
iassist-1128	125	17	are	be	AUX
iassist-1128	125	18	also	also	ADV
iassist-1128	125	19	accountable	accountable	ADJ
iassist-1128	125	20	to	to	PART
iassist-1128	125	21	comply	comply	VERB
iassist-1128	125	22	with	with	ADP
iassist-1128	125	23	policies	policy	NOUN
iassist-1128	125	24	on	on	ADP
iassist-1128	125	25	data	datum	NOUN
iassist-1128	125	26	sharing	sharing	NOUN
iassist-1128	125	27	set	set	VERB
iassist-1128	125	28	forth	forth	ADP
iassist-1128	125	29	by	by	ADP
iassist-1128	125	30	publishers	publisher	NOUN
iassist-1128	125	31	.	.	PUNCT
iassist-1128	126	1	regardless	regardless	ADV
iassist-1128	126	2	of	of	ADP
iassist-1128	126	3	this	this	DET
iassist-1128	126	4	slight	slight	ADJ
iassist-1128	126	5	decentralization	decentralization	NOUN
iassist-1128	126	6	,	,	PUNCT
iassist-1128	126	7	the	the	DET
iassist-1128	126	8	main	main	ADJ
iassist-1128	126	9	mechanism	mechanism	NOUN
iassist-1128	126	10	driving	drive	VERB
iassist-1128	126	11	data	datum	NOUN
iassist-1128	126	12	management	management	NOUN
iassist-1128	126	13	in	in	ADP
iassist-1128	126	14	this	this	DET
iassist-1128	126	15	context	context	NOUN
iassist-1128	126	16	is	be	AUX
iassist-1128	126	17	compliance	compliance	NOUN
iassist-1128	126	18	with	with	ADP
iassist-1128	126	19	policies	policy	NOUN
iassist-1128	126	20	and	and	CCONJ
iassist-1128	126	21	regulations	regulation	NOUN
iassist-1128	126	22	created	create	VERB
iassist-1128	126	23	in	in	ADP
iassist-1128	126	24	a	a	DET
iassist-1128	126	25	top	top	ADJ
iassist-1128	126	26	-	-	PUNCT
iassist-1128	126	27	down	down	NOUN
iassist-1128	126	28	manner	manner	NOUN
iassist-1128	126	29	.	.	PUNCT
iassist-1128	127	1	at	at	ADP
iassist-1128	127	2	the	the	DET
iassist-1128	127	3	university	university	PROPN
iassist-1128	127	4	of	of	ADP
iassist-1128	127	5	utah	utah	PROPN
iassist-1128	127	6	,	,	PUNCT
iassist-1128	127	7	examples	example	NOUN
iassist-1128	127	8	include	include	VERB
iassist-1128	127	9	assisting	assist	VERB
iassist-1128	127	10	researchers	researcher	NOUN
iassist-1128	127	11	developing	develop	VERB
iassist-1128	127	12	data	datum	NOUN
iassist-1128	127	13	management	management	NOUN
iassist-1128	127	14	plans	plan	NOUN
iassist-1128	127	15	,	,	PUNCT
iassist-1128	127	16	selecting	select	VERB
iassist-1128	127	17	appropriate	appropriate	ADJ
iassist-1128	127	18	repositories	repository	NOUN
iassist-1128	127	19	for	for	ADP
iassist-1128	127	20	data	datum	NOUN
iassist-1128	127	21	sharing	sharing	NOUN
iassist-1128	127	22	,	,	PUNCT
iassist-1128	127	23	and	and	CCONJ
iassist-1128	127	24	advising	advise	VERB
iassist-1128	127	25	on	on	ADP
iassist-1128	127	26	infrastructure	infrastructure	NOUN
iassist-1128	127	27	development	development	NOUN
iassist-1128	127	28	to	to	PART
iassist-1128	127	29	support	support	VERB
iassist-1128	127	30	these	these	DET
iassist-1128	127	31	requirements	requirement	NOUN
iassist-1128	127	32	.	.	PUNCT
iassist-1128	128	1	in	in	ADP
iassist-1128	128	2	terms	term	NOUN
iassist-1128	128	3	of	of	ADP
iassist-1128	128	4	benefits	benefit	NOUN
iassist-1128	128	5	,	,	PUNCT
iassist-1128	128	6	interfacing	interface	VERB
iassist-1128	128	7	with	with	ADP
iassist-1128	128	8	researchers	researcher	NOUN
iassist-1128	128	9	under	under	ADP
iassist-1128	128	10	this	this	DET
iassist-1128	128	11	style	style	NOUN
iassist-1128	128	12	has	have	VERB
iassist-1128	128	13	the	the	DET
iassist-1128	128	14	dual	dual	ADJ
iassist-1128	128	15	benefit	benefit	NOUN
iassist-1128	128	16	of	of	ADP
iassist-1128	128	17	incentivizing	incentivize	VERB
iassist-1128	128	18	researchers	researcher	NOUN
iassist-1128	128	19	to	to	PART
iassist-1128	128	20	seek	seek	VERB
iassist-1128	128	21	support	support	NOUN
iassist-1128	128	22	from	from	ADP
iassist-1128	128	23	the	the	DET
iassist-1128	128	24	library	library	NOUN
iassist-1128	128	25	to	to	PART
iassist-1128	128	26	comply	comply	VERB
iassist-1128	128	27	with	with	ADP
iassist-1128	128	28	policies	policy	NOUN
iassist-1128	128	29	regardless	regardless	ADV
iassist-1128	128	30	of	of	ADP
iassist-1128	128	31	their	their	PRON
iassist-1128	128	32	origin	origin	NOUN
iassist-1128	128	33	and	and	CCONJ
iassist-1128	128	34	gives	give	VERB
iassist-1128	128	35	the	the	DET
iassist-1128	128	36	library	library	NOUN
iassist-1128	128	37	insight	insight	NOUN
iassist-1128	128	38	into	into	ADP
iassist-1128	128	39	key	key	ADJ
iassist-1128	128	40	support	support	NOUN
iassist-1128	128	41	needs	need	NOUN
iassist-1128	128	42	of	of	ADP
iassist-1128	128	43	researchers	researcher	NOUN
iassist-1128	128	44	.	.	PUNCT
iassist-1128	129	1	assisting	assist	VERB
iassist-1128	129	2	researchers	researcher	NOUN
iassist-1128	129	3	complete	complete	VERB
iassist-1128	129	4	data	datum	NOUN
iassist-1128	129	5	management	management	NOUN
iassist-1128	129	6	plans	plan	NOUN
iassist-1128	129	7	(	(	PUNCT
iassist-1128	129	8	dmps	dmp	NOUN
iassist-1128	129	9	)	)	PUNCT
iassist-1128	129	10	,	,	PUNCT
iassist-1128	129	11	selecting	select	VERB
iassist-1128	129	12	appropriate	appropriate	ADJ
iassist-1128	129	13	repositories	repository	NOUN
iassist-1128	129	14	,	,	PUNCT
iassist-1128	129	15	and	and	CCONJ
iassist-1128	129	16	storing	store	VERB
iassist-1128	129	17	data	datum	NOUN
iassist-1128	129	18	securely	securely	ADV
iassist-1128	129	19	opened	open	VERB
iassist-1128	129	20	conversations	conversation	NOUN
iassist-1128	129	21	on	on	ADP
iassist-1128	129	22	common	common	ADJ
iassist-1128	129	23	needs	need	NOUN
iassist-1128	129	24	and	and	CCONJ
iassist-1128	129	25	questions	question	NOUN
iassist-1128	129	26	.	.	PUNCT
iassist-1128	130	1	some	some	DET
iassist-1128	130	2	examples	example	NOUN
iassist-1128	130	3	included	include	VERB
iassist-1128	130	4	difficulty	difficulty	NOUN
iassist-1128	130	5	describing	describe	VERB
iassist-1128	130	6	data	datum	NOUN
iassist-1128	130	7	and	and	CCONJ
iassist-1128	130	8	generating	generating	ADJ
iassist-1128	130	9	metadata	metadata	NOUN
iassist-1128	130	10	,	,	PUNCT
iassist-1128	130	11	difficulty	difficulty	NOUN
iassist-1128	130	12	selecting	select	VERB
iassist-1128	130	13	a	a	DET
iassist-1128	130	14	repository	repository	NOUN
iassist-1128	130	15	or	or	CCONJ
iassist-1128	130	16	knowing	know	VERB
iassist-1128	130	17	what	what	PRON
iassist-1128	130	18	characteristics	characteristic	NOUN
iassist-1128	130	19	to	to	PART
iassist-1128	130	20	look	look	VERB
iassist-1128	130	21	for	for	ADP
iassist-1128	130	22	,	,	PUNCT
iassist-1128	130	23	and	and	CCONJ
iassist-1128	130	24	confusion	confusion	NOUN
iassist-1128	130	25	over	over	ADP
iassist-1128	130	26	where	where	SCONJ
iassist-1128	130	27	to	to	PART
iassist-1128	130	28	seek	seek	VERB
iassist-1128	130	29	guidance	guidance	NOUN
iassist-1128	130	30	on	on	ADP
iassist-1128	130	31	research	research	NOUN
iassist-1128	130	32	data	datum	NOUN
iassist-1128	130	33	management	management	NOUN
iassist-1128	130	34	.	.	PUNCT
iassist-1128	131	1	these	these	DET
iassist-1128	131	2	conversations	conversation	NOUN
iassist-1128	131	3	prioritized	prioritize	VERB
iassist-1128	131	4	service	service	NOUN
iassist-1128	131	5	and	and	CCONJ
iassist-1128	131	6	resource	resource	NOUN
iassist-1128	131	7	development	development	NOUN
iassist-1128	131	8	in	in	ADP
iassist-1128	131	9	the	the	DET
iassist-1128	131	10	following	follow	VERB
iassist-1128	131	11	governance	governance	NOUN
iassist-1128	131	12	styles	style	NOUN
iassist-1128	131	13	and	and	CCONJ
iassist-1128	131	14	created	create	VERB
iassist-1128	131	15	educational	educational	ADJ
iassist-1128	131	16	opportunities	opportunity	NOUN
iassist-1128	131	17	that	that	PRON
iassist-1128	131	18	matured	mature	VERB
iassist-1128	131	19	many	many	ADJ
iassist-1128	131	20	researchers	researcher	NOUN
iassist-1128	131	21	’	’	PART
iassist-1128	131	22	understanding	understanding	NOUN
iassist-1128	131	23	of	of	ADP
iassist-1128	131	24	research	research	NOUN
iassist-1128	131	25	data	datum	NOUN
iassist-1128	131	26	management	management	NOUN
iassist-1128	131	27	.	.	PUNCT
iassist-1128	132	1	7/12	7/12	NUM
iassist-1128	132	2	golden	golden	ADJ
iassist-1128	132	3	,	,	PUNCT
iassist-1128	132	4	madison	madison	PROPN
iassist-1128	132	5	(	(	PUNCT
iassist-1128	132	6	2025	2025	NUM
iassist-1128	132	7	)	)	PUNCT
iassist-1128	132	8	adaptive	adaptive	ADJ
iassist-1128	132	9	data	datum	NOUN
iassist-1128	132	10	governance	governance	NOUN
iassist-1128	132	11	for	for	ADP
iassist-1128	132	12	research	research	NOUN
iassist-1128	132	13	data	datum	NOUN
iassist-1128	132	14	management	management	NOUN
iassist-1128	132	15	,	,	PUNCT
iassist-1128	132	16	iassist	iassist	VERB
iassist-1128	132	17	quarterly	quarterly	ADJ
iassist-1128	132	18	49(1	49(1	NOUN
iassist-1128	132	19	)	)	PUNCT
iassist-1128	132	20	,	,	PUNCT
iassist-1128	132	21	pp	pp	ADP
iassist-1128	132	22	.	.	PUNCT
iassist-1128	133	1	1	1	NUM
iassist-1128	133	2	-	-	SYM
iassist-1128	133	3	12	12	NUM
iassist-1128	133	4	.	.	PUNCT
iassist-1128	134	1	doi	doi	NOUN
iassist-1128	134	2	:	:	PUNCT
iassist-1128	134	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	134	4	outcomes	outcome	NOUN
iassist-1128	134	5	the	the	DET
iassist-1128	134	6	outcomes	outcome	NOUN
iassist-1128	134	7	style	style	NOUN
iassist-1128	134	8	relies	rely	VERB
iassist-1128	134	9	on	on	ADP
iassist-1128	134	10	balancing	balance	VERB
iassist-1128	134	11	risk	risk	NOUN
iassist-1128	134	12	and	and	CCONJ
iassist-1128	134	13	performance	performance	NOUN
iassist-1128	134	14	to	to	PART
iassist-1128	134	15	meet	meet	VERB
iassist-1128	134	16	the	the	DET
iassist-1128	134	17	policies	policy	NOUN
iassist-1128	134	18	outlined	outline	VERB
iassist-1128	134	19	in	in	ADP
iassist-1128	134	20	the	the	DET
iassist-1128	134	21	control	control	NOUN
iassist-1128	134	22	style	style	NOUN
iassist-1128	134	23	while	while	SCONJ
iassist-1128	134	24	still	still	ADV
iassist-1128	134	25	prioritizing	prioritize	VERB
iassist-1128	134	26	efficiency	efficiency	NOUN
iassist-1128	134	27	and	and	CCONJ
iassist-1128	134	28	business	business	NOUN
iassist-1128	134	29	goals	goal	NOUN
iassist-1128	134	30	(	(	PUNCT
iassist-1128	134	31	judah	judah	PROPN
iassist-1128	134	32	,	,	PUNCT
iassist-1128	134	33	2023	2023	NUM
iassist-1128	134	34	)	)	PUNCT
iassist-1128	134	35	.	.	PUNCT
iassist-1128	135	1	in	in	ADP
iassist-1128	135	2	the	the	DET
iassist-1128	135	3	context	context	NOUN
iassist-1128	135	4	of	of	ADP
iassist-1128	135	5	research	research	NOUN
iassist-1128	135	6	data	datum	NOUN
iassist-1128	135	7	management	management	NOUN
iassist-1128	135	8	,	,	PUNCT
iassist-1128	135	9	this	this	DET
iassist-1128	135	10	style	style	NOUN
iassist-1128	135	11	supports	support	VERB
iassist-1128	135	12	research	research	NOUN
iassist-1128	135	13	data	datum	NOUN
iassist-1128	135	14	management	management	NOUN
iassist-1128	135	15	through	through	ADP
iassist-1128	135	16	the	the	DET
iassist-1128	135	17	development	development	NOUN
iassist-1128	135	18	of	of	ADP
iassist-1128	135	19	services	service	NOUN
iassist-1128	135	20	and	and	CCONJ
iassist-1128	135	21	resources	resource	NOUN
iassist-1128	135	22	across	across	ADP
iassist-1128	135	23	multiple	multiple	ADJ
iassist-1128	135	24	modalities	modality	NOUN
iassist-1128	135	25	,	,	PUNCT
iassist-1128	135	26	informed	inform	VERB
iassist-1128	135	27	by	by	ADP
iassist-1128	135	28	the	the	DET
iassist-1128	135	29	needs	need	NOUN
iassist-1128	135	30	and	and	CCONJ
iassist-1128	135	31	gaps	gap	NOUN
iassist-1128	135	32	of	of	ADP
iassist-1128	135	33	an	an	DET
iassist-1128	135	34	institution	institution	NOUN
iassist-1128	135	35	’s	’s	PART
iassist-1128	135	36	researchers	researcher	NOUN
iassist-1128	135	37	as	as	ADV
iassist-1128	135	38	well	well	ADV
iassist-1128	135	39	as	as	ADP
iassist-1128	135	40	relevant	relevant	ADJ
iassist-1128	135	41	standards	standard	NOUN
iassist-1128	135	42	and	and	CCONJ
iassist-1128	135	43	requirements	requirement	NOUN
iassist-1128	135	44	.	.	PUNCT
iassist-1128	136	1	utilizing	utilize	VERB
iassist-1128	136	2	learnings	learning	NOUN
iassist-1128	136	3	from	from	ADP
iassist-1128	136	4	the	the	DET
iassist-1128	136	5	previous	previous	ADJ
iassist-1128	136	6	section	section	NOUN
iassist-1128	136	7	,	,	PUNCT
iassist-1128	136	8	or	or	CCONJ
iassist-1128	136	9	from	from	ADP
iassist-1128	136	10	a	a	DET
iassist-1128	136	11	more	more	ADV
iassist-1128	136	12	structured	structured	ADJ
iassist-1128	136	13	approach	approach	NOUN
iassist-1128	136	14	such	such	ADJ
iassist-1128	136	15	as	as	ADP
iassist-1128	136	16	a	a	DET
iassist-1128	136	17	survey	survey	NOUN
iassist-1128	136	18	,	,	PUNCT
iassist-1128	136	19	serves	serve	VERB
iassist-1128	136	20	as	as	ADP
iassist-1128	136	21	the	the	DET
iassist-1128	136	22	foundation	foundation	NOUN
iassist-1128	136	23	for	for	ADP
iassist-1128	136	24	service	service	NOUN
iassist-1128	136	25	and	and	CCONJ
iassist-1128	136	26	resource	resource	NOUN
iassist-1128	136	27	development	development	NOUN
iassist-1128	136	28	within	within	ADP
iassist-1128	136	29	this	this	DET
iassist-1128	136	30	governance	governance	NOUN
iassist-1128	136	31	style	style	NOUN
iassist-1128	136	32	.	.	PUNCT
iassist-1128	137	1	understanding	understand	VERB
iassist-1128	137	2	certain	certain	ADJ
iassist-1128	137	3	departments	department	NOUN
iassist-1128	137	4	’	'	PUNCT
iassist-1128	137	5	level	level	NOUN
iassist-1128	137	6	of	of	ADP
iassist-1128	137	7	need	need	NOUN
iassist-1128	137	8	for	for	ADP
iassist-1128	137	9	services	service	NOUN
iassist-1128	137	10	,	,	PUNCT
iassist-1128	137	11	as	as	ADV
iassist-1128	137	12	well	well	ADV
iassist-1128	137	13	as	as	ADP
iassist-1128	137	14	the	the	DET
iassist-1128	137	15	modalities	modality	NOUN
iassist-1128	137	16	most	most	ADV
iassist-1128	137	17	requested	request	VERB
iassist-1128	137	18	,	,	PUNCT
iassist-1128	137	19	can	can	AUX
iassist-1128	137	20	guide	guide	VERB
iassist-1128	137	21	the	the	DET
iassist-1128	137	22	need	need	NOUN
iassist-1128	137	23	for	for	ADP
iassist-1128	137	24	additional	additional	ADJ
iassist-1128	137	25	support	support	NOUN
iassist-1128	137	26	teams	team	NOUN
iassist-1128	137	27	.	.	PUNCT
iassist-1128	138	1	additionally	additionally	ADV
iassist-1128	138	2	,	,	PUNCT
iassist-1128	138	3	resources	resource	NOUN
iassist-1128	138	4	and	and	CCONJ
iassist-1128	138	5	standards	standard	NOUN
iassist-1128	138	6	aimed	aim	VERB
iassist-1128	138	7	at	at	ADP
iassist-1128	138	8	meeting	meet	VERB
iassist-1128	138	9	the	the	DET
iassist-1128	138	10	goals	goal	NOUN
iassist-1128	138	11	of	of	ADP
iassist-1128	138	12	data	datum	NOUN
iassist-1128	138	13	policies	policy	NOUN
iassist-1128	138	14	should	should	AUX
iassist-1128	138	15	be	be	AUX
iassist-1128	138	16	introduced	introduce	VERB
iassist-1128	138	17	.	.	PUNCT
iassist-1128	139	1	for	for	ADP
iassist-1128	139	2	example	example	NOUN
iassist-1128	139	3	,	,	PUNCT
iassist-1128	139	4	the	the	DET
iassist-1128	139	5	fair	fair	ADJ
iassist-1128	139	6	principles	principle	NOUN
iassist-1128	139	7	assist	assist	VERB
iassist-1128	139	8	researchers	researcher	NOUN
iassist-1128	139	9	in	in	ADP
iassist-1128	139	10	meeting	meet	VERB
iassist-1128	139	11	data	datum	NOUN
iassist-1128	139	12	sharing	sharing	NOUN
iassist-1128	139	13	policies	policy	NOUN
iassist-1128	139	14	while	while	SCONJ
iassist-1128	139	15	improving	improve	VERB
iassist-1128	139	16	the	the	DET
iassist-1128	139	17	findability	findability	NOUN
iassist-1128	139	18	,	,	PUNCT
iassist-1128	139	19	accessibility	accessibility	NOUN
iassist-1128	139	20	,	,	PUNCT
iassist-1128	139	21	interoperability	interoperability	NOUN
iassist-1128	139	22	,	,	PUNCT
iassist-1128	139	23	and	and	CCONJ
iassist-1128	139	24	reusability	reusability	NOUN
iassist-1128	139	25	of	of	ADP
iassist-1128	139	26	those	those	DET
iassist-1128	139	27	shared	share	VERB
iassist-1128	139	28	datasets	dataset	NOUN
iassist-1128	139	29	.	.	PUNCT
iassist-1128	140	1	at	at	ADP
iassist-1128	140	2	the	the	DET
iassist-1128	140	3	university	university	PROPN
iassist-1128	140	4	of	of	ADP
iassist-1128	140	5	utah	utah	PROPN
iassist-1128	140	6	,	,	PUNCT
iassist-1128	140	7	there	there	PRON
iassist-1128	140	8	was	be	VERB
iassist-1128	140	9	a	a	DET
iassist-1128	140	10	clear	clear	ADJ
iassist-1128	140	11	value	value	NOUN
iassist-1128	140	12	to	to	PART
iassist-1128	140	13	and	and	CCONJ
iassist-1128	140	14	need	need	VERB
iassist-1128	140	15	for	for	ADP
iassist-1128	140	16	developing	develop	VERB
iassist-1128	140	17	an	an	DET
iassist-1128	140	18	institutional	institutional	ADJ
iassist-1128	140	19	data	datum	NOUN
iassist-1128	140	20	repository	repository	NOUN
iassist-1128	140	21	to	to	PART
iassist-1128	140	22	assist	assist	VERB
iassist-1128	140	23	researchers	researcher	NOUN
iassist-1128	140	24	in	in	ADP
iassist-1128	140	25	meeting	meet	VERB
iassist-1128	140	26	data	datum	NOUN
iassist-1128	140	27	sharing	sharing	NOUN
iassist-1128	140	28	requirements	requirement	NOUN
iassist-1128	140	29	quickly	quickly	ADV
iassist-1128	140	30	and	and	CCONJ
iassist-1128	140	31	freely	freely	ADV
iassist-1128	140	32	.	.	PUNCT
iassist-1128	141	1	this	this	PRON
iassist-1128	141	2	gives	give	VERB
iassist-1128	141	3	researchers	researcher	NOUN
iassist-1128	141	4	greater	great	ADJ
iassist-1128	141	5	flexibility	flexibility	NOUN
iassist-1128	141	6	when	when	SCONJ
iassist-1128	141	7	depositing	deposit	VERB
iassist-1128	141	8	data	datum	NOUN
iassist-1128	141	9	and	and	CCONJ
iassist-1128	141	10	we	we	PRON
iassist-1128	141	11	are	be	AUX
iassist-1128	141	12	able	able	ADJ
iassist-1128	141	13	to	to	PART
iassist-1128	141	14	adapt	adapt	VERB
iassist-1128	141	15	different	different	ADJ
iassist-1128	141	16	aspects	aspect	NOUN
iassist-1128	141	17	of	of	ADP
iassist-1128	141	18	the	the	DET
iassist-1128	141	19	deposit	deposit	NOUN
iassist-1128	141	20	process	process	NOUN
iassist-1128	141	21	and	and	CCONJ
iassist-1128	141	22	standards	standard	NOUN
iassist-1128	141	23	to	to	PART
iassist-1128	141	24	meet	meet	VERB
iassist-1128	141	25	their	their	PRON
iassist-1128	141	26	needs	need	NOUN
iassist-1128	141	27	.	.	PUNCT
iassist-1128	142	1	for	for	ADP
iassist-1128	142	2	example	example	NOUN
iassist-1128	142	3	,	,	PUNCT
iassist-1128	142	4	researchers	researcher	NOUN
iassist-1128	142	5	fill	fill	VERB
iassist-1128	142	6	out	out	ADP
iassist-1128	142	7	a	a	DET
iassist-1128	142	8	qualtrics	qualtric	NOUN
iassist-1128	142	9	form	form	NOUN
iassist-1128	142	10	when	when	SCONJ
iassist-1128	142	11	requesting	request	VERB
iassist-1128	142	12	to	to	ADP
iassist-1128	142	13	deposit	deposit	VERB
iassist-1128	142	14	which	which	PRON
iassist-1128	142	15	we	we	PRON
iassist-1128	142	16	use	use	VERB
iassist-1128	142	17	to	to	PART
iassist-1128	142	18	generate	generate	VERB
iassist-1128	142	19	a	a	DET
iassist-1128	142	20	readme	readme	NOUN
iassist-1128	142	21	on	on	ADP
iassist-1128	142	22	their	their	PRON
iassist-1128	142	23	behalf	behalf	NOUN
iassist-1128	142	24	.	.	PUNCT
iassist-1128	143	1	usually	usually	ADV
iassist-1128	143	2	,	,	PUNCT
iassist-1128	143	3	one	one	NUM
iassist-1128	143	4	section	section	NOUN
iassist-1128	143	5	of	of	ADP
iassist-1128	143	6	the	the	DET
iassist-1128	143	7	form	form	NOUN
iassist-1128	143	8	is	be	AUX
iassist-1128	143	9	writing	write	VERB
iassist-1128	143	10	out	out	ADP
iassist-1128	143	11	a	a	DET
iassist-1128	143	12	codebook	codebook	NOUN
iassist-1128	143	13	.	.	PUNCT
iassist-1128	144	1	defining	define	VERB
iassist-1128	144	2	variables	variable	NOUN
iassist-1128	144	3	in	in	ADP
iassist-1128	144	4	a	a	DET
iassist-1128	144	5	codebook	codebook	NOUN
iassist-1128	144	6	is	be	AUX
iassist-1128	144	7	essential	essential	ADJ
iassist-1128	144	8	to	to	ADP
iassist-1128	144	9	future	future	ADJ
iassist-1128	144	10	users	user	NOUN
iassist-1128	144	11	understanding	understand	VERB
iassist-1128	144	12	a	a	DET
iassist-1128	144	13	dataset	dataset	NOUN
iassist-1128	144	14	,	,	PUNCT
iassist-1128	144	15	which	which	PRON
iassist-1128	144	16	is	be	AUX
iassist-1128	144	17	complimented	compliment	VERB
iassist-1128	144	18	by	by	ADP
iassist-1128	144	19	methodological	methodological	ADJ
iassist-1128	144	20	information	information	NOUN
iassist-1128	144	21	included	include	VERB
iassist-1128	144	22	in	in	ADP
iassist-1128	144	23	a	a	DET
iassist-1128	144	24	readme	readme	NOUN
iassist-1128	144	25	document	document	NOUN
iassist-1128	144	26	.	.	PUNCT
iassist-1128	145	1	however	however	ADV
iassist-1128	145	2	,	,	PUNCT
iassist-1128	145	3	we	we	PRON
iassist-1128	145	4	have	have	AUX
iassist-1128	145	5	had	have	VERB
iassist-1128	145	6	several	several	ADJ
iassist-1128	145	7	researchers	researcher	NOUN
iassist-1128	145	8	with	with	ADP
iassist-1128	145	9	over	over	ADP
iassist-1128	145	10	100	100	NUM
iassist-1128	145	11	variables	variable	NOUN
iassist-1128	145	12	who	who	PRON
iassist-1128	145	13	we	we	PRON
iassist-1128	145	14	allowed	allow	VERB
iassist-1128	145	15	to	to	PART
iassist-1128	145	16	upload	upload	VERB
iassist-1128	145	17	a	a	DET
iassist-1128	145	18	codebook	codebook	NOUN
iassist-1128	145	19	separately	separately	ADV
iassist-1128	145	20	which	which	PRON
iassist-1128	145	21	is	be	AUX
iassist-1128	145	22	referenced	reference	VERB
iassist-1128	145	23	in	in	ADP
iassist-1128	145	24	the	the	DET
iassist-1128	145	25	readme	readme	NOUN
iassist-1128	145	26	file	file	NOUN
iassist-1128	145	27	.	.	PUNCT
iassist-1128	146	1	remaining	remain	VERB
iassist-1128	146	2	open	open	ADJ
iassist-1128	146	3	to	to	ADP
iassist-1128	146	4	these	these	DET
iassist-1128	146	5	small	small	ADJ
iassist-1128	146	6	adjustments	adjustment	NOUN
iassist-1128	146	7	is	be	AUX
iassist-1128	146	8	essential	essential	ADJ
iassist-1128	146	9	for	for	ADP
iassist-1128	146	10	research	research	NOUN
iassist-1128	146	11	data	datum	NOUN
iassist-1128	146	12	management	management	NOUN
iassist-1128	146	13	as	as	ADP
iassist-1128	146	14	the	the	DET
iassist-1128	146	15	amount	amount	NOUN
iassist-1128	146	16	and	and	CCONJ
iassist-1128	146	17	format	format	NOUN
iassist-1128	146	18	of	of	ADP
iassist-1128	146	19	data	datum	NOUN
iassist-1128	146	20	(	(	PUNCT
iassist-1128	146	21	and	and	CCONJ
iassist-1128	146	22	metadata	metadata	NOUN
iassist-1128	146	23	)	)	PUNCT
iassist-1128	146	24	vary	vary	VERB
iassist-1128	146	25	widely	widely	ADV
iassist-1128	146	26	.	.	PUNCT
iassist-1128	147	1	for	for	ADP
iassist-1128	147	2	this	this	PRON
iassist-1128	147	3	and	and	CCONJ
iassist-1128	147	4	the	the	DET
iassist-1128	147	5	following	follow	VERB
iassist-1128	147	6	styles	style	NOUN
iassist-1128	147	7	,	,	PUNCT
iassist-1128	147	8	it	it	PRON
iassist-1128	147	9	is	be	AUX
iassist-1128	147	10	important	important	ADJ
iassist-1128	147	11	to	to	PART
iassist-1128	147	12	focus	focus	VERB
iassist-1128	147	13	as	as	ADV
iassist-1128	147	14	much	much	ADV
iassist-1128	147	15	on	on	ADP
iassist-1128	147	16	what	what	PRON
iassist-1128	147	17	an	an	DET
iassist-1128	147	18	institution	institution	NOUN
iassist-1128	147	19	’s	’s	PART
iassist-1128	147	20	researchers	researcher	NOUN
iassist-1128	148	1	do	do	AUX
iassist-1128	148	2	n’t	not	PART
iassist-1128	148	3	need	need	VERB
iassist-1128	148	4	as	as	ADP
iassist-1128	148	5	what	what	PRON
iassist-1128	148	6	they	they	PRON
iassist-1128	148	7	do	do	AUX
iassist-1128	148	8	need	need	VERB
iassist-1128	148	9	.	.	PUNCT
iassist-1128	149	1	a	a	DET
iassist-1128	149	2	key	key	ADJ
iassist-1128	149	3	part	part	NOUN
iassist-1128	149	4	of	of	ADP
iassist-1128	149	5	the	the	DET
iassist-1128	149	6	outcomes	outcome	NOUN
iassist-1128	149	7	style	style	NOUN
iassist-1128	149	8	is	be	AUX
iassist-1128	149	9	recognizing	recognize	VERB
iassist-1128	149	10	what	what	PRON
iassist-1128	149	11	efforts	effort	NOUN
iassist-1128	149	12	and	and	CCONJ
iassist-1128	149	13	resources	resource	NOUN
iassist-1128	149	14	are	be	AUX
iassist-1128	149	15	not	not	PART
iassist-1128	149	16	yet	yet	ADV
iassist-1128	149	17	necessary	necessary	ADJ
iassist-1128	149	18	and	and	CCONJ
iassist-1128	149	19	would	would	AUX
iassist-1128	149	20	take	take	VERB
iassist-1128	149	21	away	away	ADV
iassist-1128	149	22	from	from	ADP
iassist-1128	149	23	needed	needed	ADJ
iassist-1128	149	24	support	support	NOUN
iassist-1128	149	25	.	.	PUNCT
iassist-1128	150	1	on	on	ADP
iassist-1128	150	2	the	the	DET
iassist-1128	150	3	flip	flip	ADJ
iassist-1128	150	4	side	side	NOUN
iassist-1128	150	5	,	,	PUNCT
iassist-1128	150	6	analysis	analysis	NOUN
iassist-1128	150	7	of	of	ADP
iassist-1128	150	8	current	current	ADJ
iassist-1128	150	9	offerings	offering	NOUN
iassist-1128	150	10	may	may	AUX
iassist-1128	150	11	show	show	VERB
iassist-1128	150	12	a	a	DET
iassist-1128	150	13	gap	gap	NOUN
iassist-1128	150	14	in	in	ADP
iassist-1128	150	15	services	service	NOUN
iassist-1128	150	16	.	.	PUNCT
iassist-1128	151	1	for	for	ADP
iassist-1128	151	2	example	example	NOUN
iassist-1128	151	3	,	,	PUNCT
iassist-1128	151	4	the	the	DET
iassist-1128	151	5	university	university	PROPN
iassist-1128	151	6	of	of	ADP
iassist-1128	151	7	utah	utah	PROPN
iassist-1128	151	8	’s	’s	PART
iassist-1128	151	9	research	research	NOUN
iassist-1128	151	10	data	datum	NOUN
iassist-1128	151	11	repository	repository	NOUN
iassist-1128	151	12	recently	recently	ADV
iassist-1128	151	13	increased	increase	VERB
iassist-1128	151	14	its	its	PRON
iassist-1128	151	15	retention	retention	NOUN
iassist-1128	151	16	period	period	NOUN
iassist-1128	151	17	from	from	ADP
iassist-1128	151	18	five	five	NUM
iassist-1128	151	19	to	to	PART
iassist-1128	151	20	ten	ten	NUM
iassist-1128	151	21	years	year	NOUN
iassist-1128	151	22	due	due	ADJ
iassist-1128	151	23	to	to	ADP
iassist-1128	151	24	longer	long	ADJ
iassist-1128	151	25	retention	retention	NOUN
iassist-1128	151	26	requirements	requirement	NOUN
iassist-1128	151	27	in	in	ADP
iassist-1128	151	28	federal	federal	ADJ
iassist-1128	151	29	funding	funding	NOUN
iassist-1128	151	30	and	and	CCONJ
iassist-1128	151	31	publisher	publisher	NOUN
iassist-1128	151	32	policies	policy	NOUN
iassist-1128	151	33	.	.	PUNCT
iassist-1128	152	1	going	go	VERB
iassist-1128	152	2	forward	forward	ADV
iassist-1128	152	3	,	,	PUNCT
iassist-1128	152	4	analytics	analytic	NOUN
iassist-1128	152	5	on	on	ADP
iassist-1128	152	6	downloads	download	NOUN
iassist-1128	152	7	and	and	CCONJ
iassist-1128	152	8	citations	citation	NOUN
iassist-1128	152	9	metrics	metric	NOUN
iassist-1128	152	10	will	will	AUX
iassist-1128	152	11	be	be	AUX
iassist-1128	152	12	used	use	VERB
iassist-1128	152	13	to	to	PART
iassist-1128	152	14	make	make	VERB
iassist-1128	152	15	deaccessioning	deaccession	VERB
iassist-1128	152	16	decisions	decision	NOUN
iassist-1128	152	17	at	at	ADP
iassist-1128	152	18	the	the	DET
iassist-1128	152	19	end	end	NOUN
iassist-1128	152	20	of	of	ADP
iassist-1128	152	21	that	that	DET
iassist-1128	152	22	period	period	NOUN
iassist-1128	152	23	.	.	PUNCT
iassist-1128	153	1	other	other	ADJ
iassist-1128	153	2	examples	example	NOUN
iassist-1128	153	3	include	include	VERB
iassist-1128	153	4	deciding	decide	VERB
iassist-1128	153	5	whether	whether	SCONJ
iassist-1128	153	6	or	or	CCONJ
iassist-1128	153	7	not	not	PART
iassist-1128	153	8	to	to	PART
iassist-1128	153	9	hire	hire	VERB
iassist-1128	153	10	additional	additional	ADJ
iassist-1128	153	11	staff	staff	NOUN
iassist-1128	153	12	for	for	ADP
iassist-1128	153	13	data	datum	NOUN
iassist-1128	153	14	curation	curation	NOUN
iassist-1128	153	15	support	support	NOUN
iassist-1128	153	16	,	,	PUNCT
iassist-1128	153	17	paying	pay	VERB
iassist-1128	153	18	for	for	ADP
iassist-1128	153	19	additional	additional	ADJ
iassist-1128	153	20	storage	storage	NOUN
iassist-1128	153	21	space	space	NOUN
iassist-1128	153	22	for	for	ADP
iassist-1128	153	23	data	data	NOUN
iassist-1128	153	24	deposits	deposit	NOUN
iassist-1128	153	25	,	,	PUNCT
iassist-1128	153	26	offering	offer	VERB
iassist-1128	153	27	coding	coding	NOUN
iassist-1128	153	28	or	or	CCONJ
iassist-1128	153	29	software	software	NOUN
iassist-1128	153	30	support	support	NOUN
iassist-1128	153	31	,	,	PUNCT
iassist-1128	153	32	and	and	CCONJ
iassist-1128	153	33	providing	provide	VERB
iassist-1128	153	34	in	in	ADP
iassist-1128	153	35	person	person	NOUN
iassist-1128	153	36	or	or	CCONJ
iassist-1128	153	37	on	on	ADP
iassist-1128	153	38	demand	demand	NOUN
iassist-1128	153	39	workshops	workshop	NOUN
iassist-1128	153	40	.	.	PUNCT
iassist-1128	154	1	given	give	VERB
iassist-1128	154	2	the	the	DET
iassist-1128	154	3	ample	ample	ADJ
iassist-1128	154	4	online	online	ADJ
iassist-1128	154	5	resources	resource	NOUN
iassist-1128	154	6	from	from	ADP
iassist-1128	154	7	academic	academic	ADJ
iassist-1128	154	8	institutions	institution	NOUN
iassist-1128	154	9	,	,	PUNCT
iassist-1128	154	10	professional	professional	ADJ
iassist-1128	154	11	organizations	organization	NOUN
iassist-1128	154	12	,	,	PUNCT
iassist-1128	154	13	and	and	CCONJ
iassist-1128	154	14	other	other	ADJ
iassist-1128	154	15	groups	group	NOUN
iassist-1128	154	16	,	,	PUNCT
iassist-1128	154	17	investigating	investigate	VERB
iassist-1128	154	18	free	free	ADJ
iassist-1128	154	19	and	and	CCONJ
iassist-1128	154	20	already	already	ADV
iassist-1128	154	21	available	available	ADJ
iassist-1128	154	22	content	content	NOUN
iassist-1128	154	23	should	should	AUX
iassist-1128	154	24	be	be	AUX
iassist-1128	154	25	top	top	NOUN
iassist-1128	154	26	of	of	ADP
iassist-1128	154	27	mind	mind	NOUN
iassist-1128	154	28	.	.	PUNCT
iassist-1128	155	1	agility	agility	NOUN
iassist-1128	155	2	the	the	DET
iassist-1128	155	3	agility	agility	NOUN
iassist-1128	155	4	governance	governance	NOUN
iassist-1128	155	5	style	style	NOUN
iassist-1128	155	6	emphasizes	emphasize	VERB
iassist-1128	155	7	placing	place	VERB
iassist-1128	155	8	decision	decision	NOUN
iassist-1128	155	9	making	make	VERB
iassist-1128	155	10	power	power	NOUN
iassist-1128	155	11	in	in	ADP
iassist-1128	155	12	the	the	DET
iassist-1128	155	13	hands	hand	NOUN
iassist-1128	155	14	of	of	ADP
iassist-1128	155	15	subject	subject	ADJ
iassist-1128	155	16	matter	matter	NOUN
iassist-1128	155	17	experts	expert	NOUN
iassist-1128	155	18	to	to	PART
iassist-1128	155	19	allow	allow	VERB
iassist-1128	155	20	decisions	decision	NOUN
iassist-1128	155	21	to	to	PART
iassist-1128	155	22	be	be	AUX
iassist-1128	155	23	made	make	VERB
iassist-1128	155	24	efficiently	efficiently	ADV
iassist-1128	155	25	.	.	PUNCT
iassist-1128	156	1	it	it	PRON
iassist-1128	156	2	also	also	ADV
iassist-1128	156	3	prioritizes	prioritize	VERB
iassist-1128	156	4	on	on	ADP
iassist-1128	156	5	demand	demand	NOUN
iassist-1128	156	6	resources	resource	NOUN
iassist-1128	156	7	and	and	CCONJ
iassist-1128	156	8	services	service	NOUN
iassist-1128	156	9	to	to	PART
iassist-1128	156	10	support	support	VERB
iassist-1128	156	11	individuals	individual	NOUN
iassist-1128	156	12	and	and	CCONJ
iassist-1128	156	13	teams	team	NOUN
iassist-1128	156	14	.	.	PUNCT
iassist-1128	157	1	in	in	ADP
iassist-1128	157	2	the	the	DET
iassist-1128	157	3	context	context	NOUN
iassist-1128	157	4	of	of	ADP
iassist-1128	157	5	research	research	NOUN
iassist-1128	157	6	data	datum	NOUN
iassist-1128	157	7	management	management	NOUN
iassist-1128	157	8	,	,	PUNCT
iassist-1128	157	9	agility	agility	NOUN
iassist-1128	157	10	empowers	empower	VERB
iassist-1128	157	11	researchers	researcher	NOUN
iassist-1128	157	12	and	and	CCONJ
iassist-1128	157	13	supporting	support	VERB
iassist-1128	157	14	staff	staff	NOUN
iassist-1128	157	15	to	to	PART
iassist-1128	157	16	perform	perform	VERB
iassist-1128	157	17	research	research	NOUN
iassist-1128	157	18	data	datum	NOUN
iassist-1128	157	19	management	management	NOUN
iassist-1128	157	20	using	use	VERB
iassist-1128	157	21	self	self	NOUN
iassist-1128	157	22	service	service	NOUN
iassist-1128	157	23	tools	tool	NOUN
iassist-1128	157	24	that	that	PRON
iassist-1128	157	25	align	align	VERB
iassist-1128	157	26	with	with	ADP
iassist-1128	157	27	their	their	PRON
iassist-1128	157	28	individual	individual	ADJ
iassist-1128	157	29	needs	need	NOUN
iassist-1128	157	30	.	.	PUNCT
iassist-1128	158	1	as	as	SCONJ
iassist-1128	158	2	shown	show	VERB
iassist-1128	158	3	in	in	ADP
iassist-1128	158	4	the	the	DET
iassist-1128	158	5	model	model	NOUN
iassist-1128	158	6	,	,	PUNCT
iassist-1128	158	7	additional	additional	ADJ
iassist-1128	158	8	data	datum	NOUN
iassist-1128	158	9	management	management	NOUN
iassist-1128	158	10	maturity	maturity	NOUN
iassist-1128	158	11	is	be	AUX
iassist-1128	158	12	8/12	8/12	NUM
iassist-1128	158	13	golden	golden	ADJ
iassist-1128	158	14	,	,	PUNCT
iassist-1128	158	15	madison	madison	PROPN
iassist-1128	158	16	(	(	PUNCT
iassist-1128	158	17	2025	2025	NUM
iassist-1128	158	18	)	)	PUNCT
iassist-1128	158	19	adaptive	adaptive	ADJ
iassist-1128	158	20	data	datum	NOUN
iassist-1128	158	21	governance	governance	NOUN
iassist-1128	158	22	for	for	ADP
iassist-1128	158	23	research	research	NOUN
iassist-1128	158	24	data	datum	NOUN
iassist-1128	158	25	management	management	NOUN
iassist-1128	158	26	,	,	PUNCT
iassist-1128	158	27	iassist	iassist	VERB
iassist-1128	158	28	quarterly	quarterly	ADJ
iassist-1128	158	29	49(1	49(1	NOUN
iassist-1128	158	30	)	)	PUNCT
iassist-1128	158	31	,	,	PUNCT
iassist-1128	158	32	pp	pp	ADP
iassist-1128	158	33	.	.	PUNCT
iassist-1128	159	1	1	1	NUM
iassist-1128	159	2	-	-	SYM
iassist-1128	159	3	12	12	NUM
iassist-1128	159	4	.	.	PUNCT
iassist-1128	160	1	doi	doi	NOUN
iassist-1128	160	2	:	:	PUNCT
iassist-1128	160	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	160	4	needed	need	VERB
iassist-1128	160	5	at	at	ADP
iassist-1128	160	6	an	an	DET
iassist-1128	160	7	institution	institution	NOUN
iassist-1128	160	8	to	to	PART
iassist-1128	160	9	enable	enable	VERB
iassist-1128	160	10	localized	localized	ADJ
iassist-1128	160	11	decision	decision	NOUN
iassist-1128	160	12	making	making	NOUN
iassist-1128	160	13	and	and	CCONJ
iassist-1128	160	14	the	the	DET
iassist-1128	160	15	use	use	NOUN
iassist-1128	160	16	of	of	ADP
iassist-1128	160	17	self	self	NOUN
iassist-1128	160	18	service	service	NOUN
iassist-1128	160	19	tools	tool	NOUN
iassist-1128	160	20	.	.	PUNCT
iassist-1128	161	1	some	some	DET
iassist-1128	161	2	challenges	challenge	NOUN
iassist-1128	161	3	referenced	reference	VERB
iassist-1128	161	4	earlier	early	ADV
iassist-1128	161	5	,	,	PUNCT
iassist-1128	161	6	particularly	particularly	ADV
iassist-1128	161	7	addressing	address	VERB
iassist-1128	161	8	training	training	NOUN
iassist-1128	161	9	gaps	gap	NOUN
iassist-1128	161	10	,	,	PUNCT
iassist-1128	161	11	will	will	AUX
iassist-1128	161	12	need	need	VERB
iassist-1128	161	13	to	to	PART
iassist-1128	161	14	be	be	AUX
iassist-1128	161	15	addressed	address	VERB
iassist-1128	161	16	by	by	ADP
iassist-1128	161	17	the	the	DET
iassist-1128	161	18	following	follow	VERB
iassist-1128	161	19	styles	style	NOUN
iassist-1128	161	20	prior	prior	ADV
iassist-1128	161	21	to	to	ADP
iassist-1128	161	22	introducing	introduce	VERB
iassist-1128	161	23	agile	agile	ADJ
iassist-1128	161	24	approaches	approach	NOUN
iassist-1128	161	25	.	.	PUNCT
iassist-1128	162	1	at	at	ADP
iassist-1128	162	2	the	the	DET
iassist-1128	162	3	university	university	PROPN
iassist-1128	162	4	of	of	ADP
iassist-1128	162	5	utah	utah	PROPN
iassist-1128	162	6	,	,	PUNCT
iassist-1128	162	7	this	this	PRON
iassist-1128	162	8	is	be	AUX
iassist-1128	162	9	the	the	DET
iassist-1128	162	10	stage	stage	NOUN
iassist-1128	162	11	when	when	SCONJ
iassist-1128	162	12	research	research	NOUN
iassist-1128	162	13	data	data	NOUN
iassist-1128	162	14	management	management	NOUN
iassist-1128	162	15	responsibilities	responsibility	NOUN
iassist-1128	162	16	were	be	AUX
iassist-1128	162	17	dispersed	disperse	VERB
iassist-1128	162	18	across	across	ADP
iassist-1128	162	19	the	the	DET
iassist-1128	162	20	university	university	NOUN
iassist-1128	162	21	between	between	ADP
iassist-1128	162	22	the	the	DET
iassist-1128	162	23	libraries	library	NOUN
iassist-1128	162	24	,	,	PUNCT
iassist-1128	162	25	research	research	NOUN
iassist-1128	162	26	office	office	NOUN
iassist-1128	162	27	,	,	PUNCT
iassist-1128	162	28	it	it	PRON
iassist-1128	162	29	,	,	PUNCT
iassist-1128	162	30	and	and	CCONJ
iassist-1128	162	31	researchers	researcher	NOUN
iassist-1128	162	32	and	and	CCONJ
iassist-1128	162	33	research	research	NOUN
iassist-1128	162	34	labs	lab	NOUN
iassist-1128	162	35	.	.	PUNCT
iassist-1128	163	1	structurally	structurally	ADV
iassist-1128	163	2	,	,	PUNCT
iassist-1128	163	3	the	the	DET
iassist-1128	163	4	library	library	NOUN
iassist-1128	163	5	provides	provide	VERB
iassist-1128	163	6	access	access	NOUN
iassist-1128	163	7	to	to	ADP
iassist-1128	163	8	training	training	NOUN
iassist-1128	163	9	and	and	CCONJ
iassist-1128	163	10	resources	resource	NOUN
iassist-1128	163	11	while	while	SCONJ
iassist-1128	163	12	the	the	DET
iassist-1128	163	13	research	research	NOUN
iassist-1128	163	14	office	office	NOUN
iassist-1128	163	15	handles	handle	VERB
iassist-1128	163	16	policy	policy	NOUN
iassist-1128	163	17	making	making	NOUN
iassist-1128	163	18	and	and	CCONJ
iassist-1128	163	19	compliance	compliance	NOUN
iassist-1128	163	20	,	,	PUNCT
iassist-1128	163	21	it	it	PRON
iassist-1128	163	22	handles	handle	VERB
iassist-1128	163	23	data	data	NOUN
iassist-1128	163	24	security	security	NOUN
iassist-1128	163	25	and	and	CCONJ
iassist-1128	163	26	classification	classification	NOUN
iassist-1128	163	27	policies	policy	NOUN
iassist-1128	163	28	along	along	ADP
iassist-1128	163	29	with	with	ADP
iassist-1128	163	30	data	datum	NOUN
iassist-1128	163	31	storage	storage	NOUN
iassist-1128	163	32	for	for	ADP
iassist-1128	163	33	in	in	ADP
iassist-1128	163	34	-	-	PUNCT
iassist-1128	163	35	progress	progress	NOUN
iassist-1128	163	36	research	research	NOUN
iassist-1128	163	37	,	,	PUNCT
iassist-1128	163	38	and	and	CCONJ
iassist-1128	163	39	researchers	researcher	NOUN
iassist-1128	163	40	along	along	ADP
iassist-1128	163	41	with	with	ADP
iassist-1128	163	42	grant	grant	NOUN
iassist-1128	163	43	officers	officer	NOUN
iassist-1128	163	44	are	be	AUX
iassist-1128	163	45	accountable	accountable	ADJ
iassist-1128	163	46	for	for	ADP
iassist-1128	163	47	compliance	compliance	NOUN
iassist-1128	163	48	and	and	CCONJ
iassist-1128	163	49	reporting	reporting	NOUN
iassist-1128	163	50	for	for	ADP
iassist-1128	163	51	any	any	DET
iassist-1128	163	52	policies	policy	NOUN
iassist-1128	163	53	affecting	affect	VERB
iassist-1128	163	54	their	their	PRON
iassist-1128	163	55	work	work	NOUN
iassist-1128	163	56	.	.	PUNCT
iassist-1128	164	1	in	in	ADP
iassist-1128	164	2	this	this	DET
iassist-1128	164	3	system	system	NOUN
iassist-1128	164	4	,	,	PUNCT
iassist-1128	164	5	various	various	ADJ
iassist-1128	164	6	groups	group	NOUN
iassist-1128	164	7	are	be	AUX
iassist-1128	164	8	able	able	ADJ
iassist-1128	164	9	to	to	PART
iassist-1128	164	10	decide	decide	VERB
iassist-1128	164	11	what	what	PRON
iassist-1128	164	12	gaps	gap	NOUN
iassist-1128	164	13	on	on	ADP
iassist-1128	164	14	campus	campus	NOUN
iassist-1128	164	15	they	they	PRON
iassist-1128	164	16	have	have	VERB
iassist-1128	164	17	capacity	capacity	NOUN
iassist-1128	164	18	to	to	PART
iassist-1128	164	19	fill	fill	VERB
iassist-1128	164	20	and	and	CCONJ
iassist-1128	164	21	how	how	SCONJ
iassist-1128	164	22	those	those	DET
iassist-1128	164	23	resources	resource	NOUN
iassist-1128	164	24	are	be	AUX
iassist-1128	164	25	made	make	VERB
iassist-1128	164	26	available	available	ADJ
iassist-1128	164	27	.	.	PUNCT
iassist-1128	165	1	collaboration	collaboration	NOUN
iassist-1128	165	2	and	and	CCONJ
iassist-1128	165	3	pooling	pooling	NOUN
iassist-1128	165	4	of	of	ADP
iassist-1128	165	5	resources	resource	NOUN
iassist-1128	165	6	can	can	AUX
iassist-1128	165	7	also	also	ADV
iassist-1128	165	8	be	be	AUX
iassist-1128	165	9	done	do	VERB
iassist-1128	165	10	to	to	PART
iassist-1128	165	11	complete	complete	VERB
iassist-1128	165	12	larger	large	ADJ
iassist-1128	165	13	projects	project	NOUN
iassist-1128	165	14	,	,	PUNCT
iassist-1128	165	15	such	such	ADJ
iassist-1128	165	16	as	as	ADP
iassist-1128	165	17	the	the	DET
iassist-1128	165	18	center	center	NOUN
iassist-1128	165	19	for	for	ADP
iassist-1128	165	20	high	high	ADJ
iassist-1128	165	21	performance	performance	NOUN
iassist-1128	165	22	computing	computing	NOUN
iassist-1128	165	23	offering	offer	VERB
iassist-1128	165	24	additional	additional	ADJ
iassist-1128	165	25	storage	storage	NOUN
iassist-1128	165	26	space	space	NOUN
iassist-1128	165	27	that	that	PRON
iassist-1128	165	28	the	the	DET
iassist-1128	165	29	library	library	NOUN
iassist-1128	165	30	-	-	PUNCT
iassist-1128	165	31	managed	manage	VERB
iassist-1128	165	32	repository	repository	NOUN
iassist-1128	165	33	can	can	AUX
iassist-1128	165	34	not	not	PART
iassist-1128	165	35	accommodate	accommodate	VERB
iassist-1128	165	36	.	.	PUNCT
iassist-1128	166	1	the	the	DET
iassist-1128	166	2	library	library	NOUN
iassist-1128	166	3	specifically	specifically	ADV
iassist-1128	166	4	offers	offer	VERB
iassist-1128	166	5	several	several	ADJ
iassist-1128	166	6	self	self	NOUN
iassist-1128	166	7	-	-	PUNCT
iassist-1128	166	8	service	service	NOUN
iassist-1128	166	9	tools	tool	NOUN
iassist-1128	166	10	to	to	PART
iassist-1128	166	11	support	support	VERB
iassist-1128	166	12	agility	agility	NOUN
iassist-1128	166	13	and	and	CCONJ
iassist-1128	166	14	empower	empower	NOUN
iassist-1128	166	15	researchers	researcher	NOUN
iassist-1128	166	16	who	who	PRON
iassist-1128	166	17	are	be	AUX
iassist-1128	166	18	more	more	ADV
iassist-1128	166	19	comfortable	comfortable	ADJ
iassist-1128	166	20	with	with	ADP
iassist-1128	166	21	the	the	DET
iassist-1128	166	22	data	data	NOUN
iassist-1128	166	23	management	management	NOUN
iassist-1128	166	24	process	process	NOUN
iassist-1128	166	25	.	.	PUNCT
iassist-1128	167	1	dmptool	dmptool	NOUN
iassist-1128	167	2	is	be	AUX
iassist-1128	167	3	an	an	DET
iassist-1128	167	4	online	online	ADJ
iassist-1128	167	5	tool	tool	NOUN
iassist-1128	167	6	that	that	PRON
iassist-1128	167	7	allows	allow	VERB
iassist-1128	167	8	users	user	NOUN
iassist-1128	167	9	to	to	PART
iassist-1128	167	10	access	access	VERB
iassist-1128	167	11	data	datum	NOUN
iassist-1128	167	12	management	management	NOUN
iassist-1128	167	13	templates	template	NOUN
iassist-1128	167	14	and	and	CCONJ
iassist-1128	167	15	guidance	guidance	NOUN
iassist-1128	167	16	based	base	VERB
iassist-1128	167	17	on	on	ADP
iassist-1128	167	18	the	the	DET
iassist-1128	167	19	institution	institution	NOUN
iassist-1128	167	20	they	they	PRON
iassist-1128	167	21	belong	belong	VERB
iassist-1128	167	22	to	to	ADP
iassist-1128	167	23	or	or	CCONJ
iassist-1128	167	24	their	their	PRON
iassist-1128	167	25	funder	funder	NOUN
iassist-1128	167	26	.	.	PUNCT
iassist-1128	168	1	libguides	libguide	NOUN
iassist-1128	168	2	are	be	AUX
iassist-1128	168	3	another	another	PRON
iassist-1128	168	4	on	on	ADP
iassist-1128	168	5	demand	demand	NOUN
iassist-1128	168	6	resource	resource	NOUN
iassist-1128	168	7	with	with	ADP
iassist-1128	168	8	comprehensive	comprehensive	ADJ
iassist-1128	168	9	information	information	NOUN
iassist-1128	168	10	on	on	ADP
iassist-1128	168	11	the	the	DET
iassist-1128	168	12	research	research	NOUN
iassist-1128	168	13	data	datum	NOUN
iassist-1128	168	14	lifecycle	lifecycle	NOUN
iassist-1128	168	15	and	and	CCONJ
iassist-1128	168	16	reusing	reuse	VERB
iassist-1128	168	17	research	research	NOUN
iassist-1128	168	18	data	datum	NOUN
iassist-1128	168	19	,	,	PUNCT
iassist-1128	168	20	including	include	VERB
iassist-1128	168	21	a	a	DET
iassist-1128	168	22	repository	repository	NOUN
iassist-1128	168	23	selection	selection	NOUN
iassist-1128	168	24	tool	tool	NOUN
iassist-1128	168	25	.	.	PUNCT
iassist-1128	169	1	while	while	SCONJ
iassist-1128	169	2	the	the	DET
iassist-1128	169	3	ultimate	ultimate	ADJ
iassist-1128	169	4	goal	goal	NOUN
iassist-1128	169	5	is	be	AUX
iassist-1128	169	6	to	to	PART
iassist-1128	169	7	provide	provide	VERB
iassist-1128	169	8	self	self	NOUN
iassist-1128	169	9	service	service	NOUN
iassist-1128	169	10	resources	resource	NOUN
iassist-1128	169	11	when	when	SCONJ
iassist-1128	169	12	possible	possible	ADJ
iassist-1128	169	13	,	,	PUNCT
iassist-1128	169	14	it	it	PRON
iassist-1128	169	15	is	be	AUX
iassist-1128	169	16	important	important	ADJ
iassist-1128	169	17	to	to	PART
iassist-1128	169	18	consider	consider	VERB
iassist-1128	169	19	areas	area	NOUN
iassist-1128	169	20	where	where	SCONJ
iassist-1128	169	21	this	this	PRON
iassist-1128	169	22	may	may	AUX
iassist-1128	169	23	not	not	PART
iassist-1128	169	24	be	be	AUX
iassist-1128	169	25	the	the	DET
iassist-1128	169	26	best	good	ADJ
iassist-1128	169	27	fit	fit	NOUN
iassist-1128	169	28	.	.	PUNCT
iassist-1128	170	1	for	for	ADP
iassist-1128	170	2	example	example	NOUN
iassist-1128	170	3	,	,	PUNCT
iassist-1128	170	4	we	we	PRON
iassist-1128	170	5	have	have	AUX
iassist-1128	170	6	noticed	notice	VERB
iassist-1128	170	7	many	many	ADJ
iassist-1128	170	8	researchers	researcher	NOUN
iassist-1128	170	9	are	be	AUX
iassist-1128	170	10	unfamiliar	unfamiliar	ADJ
iassist-1128	170	11	with	with	ADP
iassist-1128	170	12	building	build	VERB
iassist-1128	170	13	readmes	readme	NOUN
iassist-1128	170	14	and	and	CCONJ
iassist-1128	170	15	generating	generate	VERB
iassist-1128	170	16	metadata	metadata	NOUN
iassist-1128	170	17	using	use	VERB
iassist-1128	170	18	controlled	control	VERB
iassist-1128	170	19	vocabularies	vocabulary	NOUN
iassist-1128	170	20	or	or	CCONJ
iassist-1128	170	21	standards	standard	NOUN
iassist-1128	170	22	.	.	PUNCT
iassist-1128	171	1	as	as	ADP
iassist-1128	171	2	such	such	ADJ
iassist-1128	171	3	,	,	PUNCT
iassist-1128	171	4	it	it	PRON
iassist-1128	171	5	makes	make	VERB
iassist-1128	171	6	sense	sense	NOUN
iassist-1128	171	7	to	to	PART
iassist-1128	171	8	retain	retain	VERB
iassist-1128	171	9	control	control	NOUN
iassist-1128	171	10	of	of	ADP
iassist-1128	171	11	the	the	DET
iassist-1128	171	12	deposit	deposit	NOUN
iassist-1128	171	13	process	process	NOUN
iassist-1128	171	14	in	in	ADP
iassist-1128	171	15	our	our	PRON
iassist-1128	171	16	institutional	institutional	ADJ
iassist-1128	171	17	data	datum	NOUN
iassist-1128	171	18	repository	repository	NOUN
iassist-1128	171	19	rather	rather	ADV
iassist-1128	171	20	than	than	ADP
iassist-1128	171	21	a	a	DET
iassist-1128	171	22	self	self	NOUN
iassist-1128	171	23	-	-	PUNCT
iassist-1128	171	24	deposit	deposit	NOUN
iassist-1128	171	25	model	model	NOUN
iassist-1128	171	26	.	.	PUNCT
iassist-1128	172	1	this	this	PRON
iassist-1128	172	2	is	be	AUX
iassist-1128	172	3	a	a	DET
iassist-1128	172	4	great	great	ADJ
iassist-1128	172	5	example	example	NOUN
iassist-1128	172	6	of	of	ADP
iassist-1128	172	7	not	not	PART
iassist-1128	172	8	having	have	VERB
iassist-1128	172	9	the	the	DET
iassist-1128	172	10	required	require	VERB
iassist-1128	172	11	level	level	NOUN
iassist-1128	172	12	of	of	ADP
iassist-1128	172	13	maturity	maturity	NOUN
iassist-1128	172	14	on	on	ADP
iassist-1128	172	15	campus	campus	NOUN
iassist-1128	172	16	for	for	ADP
iassist-1128	172	17	an	an	DET
iassist-1128	172	18	agile	agile	ADJ
iassist-1128	172	19	or	or	CCONJ
iassist-1128	172	20	autonomous	autonomous	ADJ
iassist-1128	172	21	style	style	NOUN
iassist-1128	172	22	for	for	ADP
iassist-1128	172	23	this	this	DET
iassist-1128	172	24	service	service	NOUN
iassist-1128	172	25	.	.	PUNCT
iassist-1128	173	1	it	it	PRON
iassist-1128	173	2	is	be	AUX
iassist-1128	173	3	also	also	ADV
iassist-1128	173	4	an	an	DET
iassist-1128	173	5	example	example	NOUN
iassist-1128	173	6	of	of	ADP
iassist-1128	173	7	how	how	SCONJ
iassist-1128	173	8	a	a	DET
iassist-1128	173	9	blended	blended	ADJ
iassist-1128	173	10	style	style	NOUN
iassist-1128	173	11	approach	approach	NOUN
iassist-1128	173	12	meets	meet	VERB
iassist-1128	173	13	institution	institution	NOUN
iassist-1128	173	14	-	-	PUNCT
iassist-1128	173	15	specific	specific	ADJ
iassist-1128	173	16	needs	need	NOUN
iassist-1128	173	17	.	.	PUNCT
iassist-1128	174	1	autonomy	autonomy	NOUN
iassist-1128	174	2	autonomy	autonomy	NOUN
iassist-1128	174	3	requires	require	VERB
iassist-1128	174	4	the	the	DET
iassist-1128	174	5	highest	high	ADJ
iassist-1128	174	6	level	level	NOUN
iassist-1128	174	7	of	of	ADP
iassist-1128	174	8	maturity	maturity	NOUN
iassist-1128	174	9	but	but	CCONJ
iassist-1128	174	10	is	be	AUX
iassist-1128	174	11	able	able	ADJ
iassist-1128	174	12	to	to	PART
iassist-1128	174	13	handle	handle	VERB
iassist-1128	174	14	the	the	DET
iassist-1128	174	15	most	most	ADJ
iassist-1128	174	16	complexity	complexity	NOUN
iassist-1128	174	17	by	by	ADP
iassist-1128	174	18	combining	combine	VERB
iassist-1128	174	19	the	the	DET
iassist-1128	174	20	power	power	NOUN
iassist-1128	174	21	of	of	ADP
iassist-1128	174	22	automated	automate	VERB
iassist-1128	174	23	tools	tool	NOUN
iassist-1128	174	24	and	and	CCONJ
iassist-1128	174	25	agile	agile	ADJ
iassist-1128	174	26	decision	decision	NOUN
iassist-1128	174	27	making	making	NOUN
iassist-1128	174	28	.	.	PUNCT
iassist-1128	175	1	this	this	DET
iassist-1128	175	2	style	style	NOUN
iassist-1128	175	3	allows	allow	VERB
iassist-1128	175	4	practitioners	practitioner	NOUN
iassist-1128	175	5	to	to	PART
iassist-1128	175	6	manage	manage	VERB
iassist-1128	175	7	research	research	NOUN
iassist-1128	175	8	data	datum	NOUN
iassist-1128	175	9	via	via	ADP
iassist-1128	175	10	individuals	individual	NOUN
iassist-1128	175	11	and	and	CCONJ
iassist-1128	175	12	automated	automate	VERB
iassist-1128	175	13	tools	tool	NOUN
iassist-1128	175	14	attuned	attune	VERB
iassist-1128	175	15	to	to	ADP
iassist-1128	175	16	the	the	DET
iassist-1128	175	17	researcher	researcher	NOUN
iassist-1128	175	18	’s	’s	PART
iassist-1128	175	19	needs	need	NOUN
iassist-1128	175	20	while	while	SCONJ
iassist-1128	175	21	complying	comply	VERB
iassist-1128	175	22	with	with	ADP
iassist-1128	175	23	relevant	relevant	ADJ
iassist-1128	175	24	policies	policy	NOUN
iassist-1128	175	25	and	and	CCONJ
iassist-1128	175	26	regulations	regulation	NOUN
iassist-1128	175	27	.	.	PUNCT
iassist-1128	176	1	many	many	ADJ
iassist-1128	176	2	tools	tool	NOUN
iassist-1128	176	3	and	and	CCONJ
iassist-1128	176	4	services	service	NOUN
iassist-1128	176	5	that	that	PRON
iassist-1128	176	6	fit	fit	VERB
iassist-1128	176	7	within	within	ADP
iassist-1128	176	8	this	this	DET
iassist-1128	176	9	approach	approach	NOUN
iassist-1128	176	10	are	be	AUX
iassist-1128	176	11	novel	novel	ADJ
iassist-1128	176	12	and	and	CCONJ
iassist-1128	176	13	not	not	PART
iassist-1128	176	14	yet	yet	ADV
iassist-1128	176	15	widely	widely	ADV
iassist-1128	176	16	used	use	VERB
iassist-1128	176	17	.	.	PUNCT
iassist-1128	177	1	examples	example	NOUN
iassist-1128	177	2	include	include	VERB
iassist-1128	177	3	machine	machine	NOUN
iassist-1128	177	4	readable	readable	ADJ
iassist-1128	177	5	data	datum	NOUN
iassist-1128	177	6	management	management	NOUN
iassist-1128	177	7	and	and	CCONJ
iassist-1128	177	8	sharing	share	VERB
iassist-1128	177	9	plans	plan	NOUN
iassist-1128	177	10	that	that	PRON
iassist-1128	177	11	will	will	AUX
iassist-1128	177	12	allow	allow	VERB
iassist-1128	177	13	easier	easy	ADJ
iassist-1128	177	14	compliance	compliance	NOUN
iassist-1128	177	15	monitoring	monitoring	NOUN
iassist-1128	177	16	after	after	ADP
iassist-1128	177	17	the	the	DET
iassist-1128	177	18	grant	grant	NOUN
iassist-1128	177	19	cycle	cycle	NOUN
iassist-1128	177	20	,	,	PUNCT
iassist-1128	177	21	additional	additional	ADJ
iassist-1128	177	22	automation	automation	NOUN
iassist-1128	177	23	for	for	ADP
iassist-1128	177	24	our	our	PRON
iassist-1128	177	25	repositories	repository	NOUN
iassist-1128	177	26	deposit	deposit	NOUN
iassist-1128	177	27	process	process	NOUN
iassist-1128	177	28	which	which	PRON
iassist-1128	177	29	would	would	AUX
iassist-1128	177	30	greatly	greatly	ADV
iassist-1128	177	31	speed	speed	VERB
iassist-1128	177	32	up	up	ADP
iassist-1128	177	33	the	the	DET
iassist-1128	177	34	process	process	NOUN
iassist-1128	177	35	and	and	CCONJ
iassist-1128	177	36	reduce	reduce	VERB
iassist-1128	177	37	data	data	NOUN
iassist-1128	177	38	-	-	PUNCT
iassist-1128	177	39	entry	entry	NOUN
iassist-1128	177	40	type	type	NOUN
iassist-1128	177	41	tasks	task	NOUN
iassist-1128	177	42	,	,	PUNCT
iassist-1128	177	43	and	and	CCONJ
iassist-1128	177	44	dataset	dataset	ADJ
iassist-1128	177	45	curation	curation	NOUN
iassist-1128	177	46	or	or	CCONJ
iassist-1128	177	47	metadata	metadata	NOUN
iassist-1128	177	48	creation	creation	NOUN
iassist-1128	177	49	done	do	VERB
iassist-1128	177	50	by	by	ADP
iassist-1128	177	51	ai	ai	VERB
iassist-1128	177	52	to	to	PART
iassist-1128	177	53	allow	allow	VERB
iassist-1128	177	54	for	for	ADP
iassist-1128	177	55	more	more	ADJ
iassist-1128	177	56	efficiency	efficiency	NOUN
iassist-1128	177	57	and	and	CCONJ
iassist-1128	177	58	a	a	DET
iassist-1128	177	59	more	more	ADV
iassist-1128	177	60	discipline	discipline	NOUN
iassist-1128	177	61	specific	specific	ADJ
iassist-1128	177	62	approach	approach	NOUN
iassist-1128	177	63	than	than	SCONJ
iassist-1128	177	64	we	we	PRON
iassist-1128	177	65	are	be	AUX
iassist-1128	177	66	able	able	ADJ
iassist-1128	177	67	to	to	PART
iassist-1128	177	68	provide	provide	VERB
iassist-1128	177	69	currently	currently	ADV
iassist-1128	177	70	.	.	PUNCT
iassist-1128	178	1	thus	thus	ADV
iassist-1128	178	2	far	far	ADV
iassist-1128	178	3	,	,	PUNCT
iassist-1128	178	4	the	the	DET
iassist-1128	178	5	university	university	NOUN
iassist-1128	178	6	of	of	ADP
iassist-1128	178	7	utah	utah	PROPN
iassist-1128	178	8	has	have	AUX
iassist-1128	178	9	not	not	PART
iassist-1128	178	10	reached	reach	VERB
iassist-1128	178	11	the	the	DET
iassist-1128	178	12	automation	automation	NOUN
iassist-1128	178	13	level	level	NOUN
iassist-1128	178	14	.	.	PUNCT
iassist-1128	179	1	implementing	implement	VERB
iassist-1128	179	2	autonomy	autonomy	NOUN
iassist-1128	179	3	style	style	NOUN
iassist-1128	179	4	tools	tool	NOUN
iassist-1128	179	5	will	will	AUX
iassist-1128	179	6	require	require	VERB
iassist-1128	179	7	resources	resource	NOUN
iassist-1128	179	8	and	and	CCONJ
iassist-1128	179	9	technical	technical	ADJ
iassist-1128	179	10	expertise	expertise	NOUN
iassist-1128	179	11	in	in	ADP
iassist-1128	179	12	addition	addition	NOUN
iassist-1128	179	13	to	to	ADP
iassist-1128	179	14	data	datum	NOUN
iassist-1128	179	15	management	management	NOUN
iassist-1128	179	16	knowledge	knowledge	NOUN
iassist-1128	179	17	across	across	ADP
iassist-1128	179	18	campus	campus	NOUN
iassist-1128	179	19	.	.	PUNCT
iassist-1128	180	1	utilizing	utilize	VERB
iassist-1128	180	2	use	use	NOUN
iassist-1128	180	3	cases	case	NOUN
iassist-1128	180	4	from	from	ADP
iassist-1128	180	5	data	datum	NOUN
iassist-1128	180	6	management	management	NOUN
iassist-1128	180	7	savvy	savvy	ADJ
iassist-1128	180	8	researchers	researcher	NOUN
iassist-1128	180	9	and	and	CCONJ
iassist-1128	180	10	possibly	possibly	ADV
iassist-1128	180	11	the	the	DET
iassist-1128	180	12	assistance	assistance	NOUN
iassist-1128	180	13	of	of	ADP
iassist-1128	180	14	grant	grant	NOUN
iassist-1128	180	15	funding	funding	NOUN
iassist-1128	180	16	to	to	PART
iassist-1128	180	17	develop	develop	VERB
iassist-1128	180	18	services	service	NOUN
iassist-1128	180	19	will	will	AUX
iassist-1128	180	20	be	be	AUX
iassist-1128	180	21	key	key	ADJ
iassist-1128	180	22	mechanisms	mechanism	NOUN
iassist-1128	180	23	for	for	ADP
iassist-1128	180	24	implementing	implement	VERB
iassist-1128	180	25	this	this	DET
iassist-1128	180	26	style	style	NOUN
iassist-1128	180	27	.	.	PUNCT
iassist-1128	181	1	conclusion	conclusion	NOUN
iassist-1128	181	2	the	the	DET
iassist-1128	181	3	primary	primary	ADJ
iassist-1128	181	4	purpose	purpose	NOUN
iassist-1128	181	5	of	of	ADP
iassist-1128	181	6	this	this	DET
iassist-1128	181	7	model	model	NOUN
iassist-1128	181	8	is	be	AUX
iassist-1128	181	9	to	to	PART
iassist-1128	181	10	guide	guide	VERB
iassist-1128	181	11	research	research	NOUN
iassist-1128	181	12	data	datum	NOUN
iassist-1128	181	13	librarians	librarian	NOUN
iassist-1128	181	14	and	and	CCONJ
iassist-1128	181	15	related	related	ADJ
iassist-1128	181	16	practitioners	practitioner	NOUN
iassist-1128	181	17	at	at	ADP
iassist-1128	181	18	research	research	NOUN
iassist-1128	181	19	institutions	institution	NOUN
iassist-1128	181	20	on	on	ADP
iassist-1128	181	21	the	the	DET
iassist-1128	181	22	development	development	NOUN
iassist-1128	181	23	and	and	CCONJ
iassist-1128	181	24	prioritization	prioritization	NOUN
iassist-1128	181	25	of	of	ADP
iassist-1128	181	26	research	research	NOUN
iassist-1128	181	27	data	datum	NOUN
iassist-1128	181	28	management	management	NOUN
iassist-1128	181	29	services	service	NOUN
iassist-1128	181	30	9/12	9/12	NUM
iassist-1128	181	31	golden	golden	ADJ
iassist-1128	181	32	,	,	PUNCT
iassist-1128	181	33	madison	madison	PROPN
iassist-1128	181	34	(	(	PUNCT
iassist-1128	181	35	2025	2025	NUM
iassist-1128	181	36	)	)	PUNCT
iassist-1128	181	37	adaptive	adaptive	ADJ
iassist-1128	181	38	data	datum	NOUN
iassist-1128	181	39	governance	governance	NOUN
iassist-1128	181	40	for	for	ADP
iassist-1128	181	41	research	research	NOUN
iassist-1128	181	42	data	datum	NOUN
iassist-1128	181	43	management	management	NOUN
iassist-1128	181	44	,	,	PUNCT
iassist-1128	181	45	iassist	iassist	VERB
iassist-1128	181	46	quarterly	quarterly	ADJ
iassist-1128	181	47	49(1	49(1	NOUN
iassist-1128	181	48	)	)	PUNCT
iassist-1128	181	49	,	,	PUNCT
iassist-1128	182	1	pp	pp	ADP
iassist-1128	182	2	.	.	PUNCT
iassist-1128	183	1	1	1	NUM
iassist-1128	183	2	-	-	SYM
iassist-1128	183	3	12	12	NUM
iassist-1128	183	4	.	.	PUNCT
iassist-1128	184	1	doi	doi	NOUN
iassist-1128	184	2	:	:	PUNCT
iassist-1128	184	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	184	4	and	and	CCONJ
iassist-1128	184	5	resources	resource	NOUN
iassist-1128	184	6	over	over	ADP
iassist-1128	184	7	time	time	NOUN
iassist-1128	184	8	.	.	PUNCT
iassist-1128	185	1	the	the	DET
iassist-1128	185	2	model	model	NOUN
iassist-1128	185	3	may	may	AUX
iassist-1128	185	4	also	also	ADV
iassist-1128	185	5	be	be	AUX
iassist-1128	185	6	useful	useful	ADJ
iassist-1128	185	7	to	to	PART
iassist-1128	185	8	adjust	adjust	VERB
iassist-1128	185	9	services	service	NOUN
iassist-1128	185	10	and	and	CCONJ
iassist-1128	185	11	resources	resource	NOUN
iassist-1128	185	12	as	as	ADP
iassist-1128	185	13	the	the	DET
iassist-1128	185	14	landscape	landscape	NOUN
iassist-1128	185	15	of	of	ADP
iassist-1128	185	16	research	research	NOUN
iassist-1128	185	17	data	datum	NOUN
iassist-1128	185	18	management	management	NOUN
iassist-1128	185	19	changes	change	NOUN
iassist-1128	185	20	due	due	ADJ
iassist-1128	185	21	to	to	ADP
iassist-1128	185	22	increased	increase	VERB
iassist-1128	185	23	data	datum	NOUN
iassist-1128	185	24	literacy	literacy	NOUN
iassist-1128	185	25	at	at	ADP
iassist-1128	185	26	a	a	DET
iassist-1128	185	27	given	give	VERB
iassist-1128	185	28	institution	institution	NOUN
iassist-1128	185	29	,	,	PUNCT
iassist-1128	185	30	the	the	DET
iassist-1128	185	31	introduction	introduction	NOUN
iassist-1128	185	32	of	of	ADP
iassist-1128	185	33	new	new	ADJ
iassist-1128	185	34	policies	policy	NOUN
iassist-1128	185	35	,	,	PUNCT
iassist-1128	185	36	and/or	and/or	CCONJ
iassist-1128	185	37	an	an	DET
iassist-1128	185	38	increased	increase	VERB
iassist-1128	185	39	commitment	commitment	NOUN
iassist-1128	185	40	to	to	PART
iassist-1128	185	41	open	open	VERB
iassist-1128	185	42	science	science	NOUN
iassist-1128	185	43	.	.	PUNCT
iassist-1128	186	1	while	while	SCONJ
iassist-1128	186	2	existing	exist	VERB
iassist-1128	186	3	case	case	NOUN
iassist-1128	186	4	studies	study	NOUN
iassist-1128	186	5	,	,	PUNCT
iassist-1128	186	6	guides	guide	NOUN
iassist-1128	186	7	,	,	PUNCT
iassist-1128	186	8	and	and	CCONJ
iassist-1128	186	9	frameworks	framework	NOUN
iassist-1128	186	10	provide	provide	VERB
iassist-1128	186	11	helpful	helpful	ADJ
iassist-1128	186	12	guidance	guidance	NOUN
iassist-1128	186	13	in	in	ADP
iassist-1128	186	14	research	research	NOUN
iassist-1128	186	15	data	datum	NOUN
iassist-1128	186	16	management	management	NOUN
iassist-1128	186	17	service	service	NOUN
iassist-1128	186	18	development	development	NOUN
iassist-1128	186	19	,	,	PUNCT
iassist-1128	186	20	this	this	DET
iassist-1128	186	21	adaptive	adaptive	ADJ
iassist-1128	186	22	data	data	NOUN
iassist-1128	186	23	management	management	NOUN
iassist-1128	186	24	approach	approach	NOUN
iassist-1128	186	25	provides	provide	VERB
iassist-1128	186	26	a	a	DET
iassist-1128	186	27	novel	novel	ADJ
iassist-1128	186	28	strategy	strategy	NOUN
iassist-1128	186	29	to	to	PART
iassist-1128	186	30	blend	blend	VERB
iassist-1128	186	31	multiple	multiple	ADJ
iassist-1128	186	32	approaches	approach	NOUN
iassist-1128	186	33	and	and	CCONJ
iassist-1128	186	34	scale	scale	NOUN
iassist-1128	186	35	services	service	NOUN
iassist-1128	186	36	up	up	ADV
iassist-1128	186	37	and	and	CCONJ
iassist-1128	186	38	down	down	ADV
iassist-1128	186	39	over	over	ADP
iassist-1128	186	40	time	time	NOUN
iassist-1128	186	41	.	.	PUNCT
iassist-1128	187	1	therefore	therefore	ADV
iassist-1128	187	2	,	,	PUNCT
iassist-1128	187	3	it	it	PRON
iassist-1128	187	4	provides	provide	VERB
iassist-1128	187	5	the	the	DET
iassist-1128	187	6	benefits	benefit	NOUN
iassist-1128	187	7	of	of	ADP
iassist-1128	187	8	flexibility	flexibility	NOUN
iassist-1128	187	9	,	,	PUNCT
iassist-1128	187	10	continuous	continuous	ADJ
iassist-1128	187	11	improvement	improvement	NOUN
iassist-1128	187	12	,	,	PUNCT
iassist-1128	187	13	and	and	CCONJ
iassist-1128	187	14	efficiency	efficiency	NOUN
iassist-1128	187	15	and	and	CCONJ
iassist-1128	187	16	empowerment	empowerment	NOUN
iassist-1128	187	17	.	.	PUNCT
iassist-1128	188	1	flexibility	flexibility	NOUN
iassist-1128	188	2	is	be	AUX
iassist-1128	188	3	a	a	DET
iassist-1128	188	4	core	core	ADJ
iassist-1128	188	5	benefit	benefit	NOUN
iassist-1128	188	6	of	of	ADP
iassist-1128	188	7	the	the	DET
iassist-1128	188	8	adaptive	adaptive	ADJ
iassist-1128	188	9	approach	approach	NOUN
iassist-1128	188	10	to	to	ADP
iassist-1128	188	11	research	research	NOUN
iassist-1128	188	12	data	datum	NOUN
iassist-1128	188	13	management	management	NOUN
iassist-1128	188	14	.	.	PUNCT
iassist-1128	189	1	combining	combine	VERB
iassist-1128	189	2	multiple	multiple	ADJ
iassist-1128	189	3	styles	style	NOUN
iassist-1128	189	4	facilitates	facilitate	VERB
iassist-1128	189	5	institutions	institution	NOUN
iassist-1128	189	6	meeting	meet	VERB
iassist-1128	189	7	the	the	DET
iassist-1128	189	8	needs	need	NOUN
iassist-1128	189	9	of	of	ADP
iassist-1128	189	10	as	as	ADV
iassist-1128	189	11	many	many	ADJ
iassist-1128	189	12	researchers	researcher	NOUN
iassist-1128	189	13	as	as	ADP
iassist-1128	189	14	possible	possible	ADJ
iassist-1128	189	15	.	.	PUNCT
iassist-1128	190	1	practically	practically	ADV
iassist-1128	190	2	,	,	PUNCT
iassist-1128	190	3	this	this	PRON
iassist-1128	190	4	can	can	AUX
iassist-1128	190	5	look	look	VERB
iassist-1128	190	6	like	like	ADP
iassist-1128	190	7	offering	offer	VERB
iassist-1128	190	8	training	training	NOUN
iassist-1128	190	9	and	and	CCONJ
iassist-1128	190	10	informational	informational	ADJ
iassist-1128	190	11	content	content	NOUN
iassist-1128	190	12	in	in	ADP
iassist-1128	190	13	multiple	multiple	ADJ
iassist-1128	190	14	modalities	modality	NOUN
iassist-1128	190	15	such	such	ADJ
iassist-1128	190	16	as	as	ADP
iassist-1128	190	17	videos	video	NOUN
iassist-1128	190	18	,	,	PUNCT
iassist-1128	190	19	text	text	NOUN
iassist-1128	190	20	,	,	PUNCT
iassist-1128	190	21	consultations	consultation	NOUN
iassist-1128	190	22	,	,	PUNCT
iassist-1128	190	23	and	and	CCONJ
iassist-1128	190	24	live	live	ADJ
iassist-1128	190	25	presentations	presentation	NOUN
iassist-1128	190	26	and	and	CCONJ
iassist-1128	190	27	workshops	workshop	NOUN
iassist-1128	190	28	.	.	PUNCT
iassist-1128	191	1	it	it	PRON
iassist-1128	191	2	also	also	ADV
iassist-1128	191	3	takes	take	VERB
iassist-1128	191	4	the	the	DET
iassist-1128	191	5	form	form	NOUN
iassist-1128	191	6	of	of	ADP
iassist-1128	191	7	accommodating	accommodate	VERB
iassist-1128	191	8	individual	individual	ADJ
iassist-1128	191	9	needs	need	NOUN
iassist-1128	191	10	in	in	ADP
iassist-1128	191	11	various	various	ADJ
iassist-1128	191	12	processes	process	NOUN
iassist-1128	191	13	such	such	ADJ
iassist-1128	191	14	as	as	ADP
iassist-1128	191	15	depositing	deposit	VERB
iassist-1128	191	16	in	in	ADP
iassist-1128	191	17	an	an	DET
iassist-1128	191	18	institutional	institutional	ADJ
iassist-1128	191	19	repository	repository	NOUN
iassist-1128	191	20	.	.	PUNCT
iassist-1128	192	1	as	as	SCONJ
iassist-1128	192	2	mentioned	mention	VERB
iassist-1128	192	3	in	in	ADP
iassist-1128	192	4	a	a	DET
iassist-1128	192	5	previous	previous	ADJ
iassist-1128	192	6	section	section	NOUN
iassist-1128	192	7	,	,	PUNCT
iassist-1128	192	8	research	research	NOUN
iassist-1128	192	9	data	data	NOUN
iassist-1128	192	10	varies	vary	VERB
iassist-1128	192	11	even	even	ADV
iassist-1128	192	12	more	more	ADV
iassist-1128	192	13	widely	widely	ADV
iassist-1128	192	14	than	than	ADP
iassist-1128	192	15	industry	industry	NOUN
iassist-1128	192	16	data	datum	NOUN
iassist-1128	192	17	with	with	ADP
iassist-1128	192	18	fewer	few	ADJ
iassist-1128	192	19	standard	standard	ADJ
iassist-1128	192	20	practices	practice	NOUN
iassist-1128	192	21	within	within	ADP
iassist-1128	192	22	disciplines	discipline	NOUN
iassist-1128	192	23	.	.	PUNCT
iassist-1128	193	1	this	this	DET
iassist-1128	193	2	variation	variation	NOUN
iassist-1128	193	3	requires	require	VERB
iassist-1128	193	4	a	a	DET
iassist-1128	193	5	flexible	flexible	ADJ
iassist-1128	193	6	approach	approach	NOUN
iassist-1128	193	7	to	to	ADP
iassist-1128	193	8	assisting	assist	VERB
iassist-1128	193	9	researchers	researcher	NOUN
iassist-1128	193	10	in	in	ADP
iassist-1128	193	11	meeting	meet	VERB
iassist-1128	193	12	policies	policy	NOUN
iassist-1128	193	13	and	and	CCONJ
iassist-1128	193	14	requirements	requirement	NOUN
iassist-1128	193	15	rather	rather	ADV
iassist-1128	193	16	than	than	ADP
iassist-1128	193	17	one	one	NUM
iassist-1128	193	18	size	size	NOUN
iassist-1128	193	19	fits	fit	VERB
iassist-1128	193	20	all	all	DET
iassist-1128	193	21	processes	process	NOUN
iassist-1128	193	22	and	and	CCONJ
iassist-1128	193	23	resources	resource	NOUN
iassist-1128	193	24	.	.	PUNCT
iassist-1128	194	1	the	the	DET
iassist-1128	194	2	adaptive	adaptive	ADJ
iassist-1128	194	3	approach	approach	NOUN
iassist-1128	194	4	allows	allow	VERB
iassist-1128	194	5	for	for	ADP
iassist-1128	194	6	that	that	DET
iassist-1128	194	7	flexibility	flexibility	NOUN
iassist-1128	194	8	while	while	SCONJ
iassist-1128	194	9	maximizing	maximize	VERB
iassist-1128	194	10	the	the	DET
iassist-1128	194	11	support	support	NOUN
iassist-1128	194	12	provided	provide	VERB
iassist-1128	194	13	through	through	ADP
iassist-1128	194	14	a	a	DET
iassist-1128	194	15	mixture	mixture	NOUN
iassist-1128	194	16	of	of	ADP
iassist-1128	194	17	internal	internal	ADJ
iassist-1128	194	18	and	and	CCONJ
iassist-1128	194	19	external	external	ADJ
iassist-1128	194	20	services	service	NOUN
iassist-1128	194	21	,	,	PUNCT
iassist-1128	194	22	information	information	NOUN
iassist-1128	194	23	offered	offer	VERB
iassist-1128	194	24	in	in	ADP
iassist-1128	194	25	multiple	multiple	ADJ
iassist-1128	194	26	modalities	modality	NOUN
iassist-1128	194	27	,	,	PUNCT
iassist-1128	194	28	and	and	CCONJ
iassist-1128	194	29	prioritization	prioritization	NOUN
iassist-1128	194	30	based	base	VERB
iassist-1128	194	31	on	on	ADP
iassist-1128	194	32	the	the	DET
iassist-1128	194	33	most	most	ADV
iassist-1128	194	34	pressing	press	VERB
iassist-1128	194	35	needs	need	NOUN
iassist-1128	194	36	.	.	PUNCT
iassist-1128	195	1	continuous	continuous	ADJ
iassist-1128	195	2	improvement	improvement	NOUN
iassist-1128	195	3	is	be	AUX
iassist-1128	195	4	achieved	achieve	VERB
iassist-1128	195	5	through	through	ADP
iassist-1128	195	6	the	the	DET
iassist-1128	195	7	adaptive	adaptive	ADJ
iassist-1128	195	8	approach	approach	NOUN
iassist-1128	195	9	by	by	ADP
iassist-1128	195	10	having	have	VERB
iassist-1128	195	11	a	a	DET
iassist-1128	195	12	gradually	gradually	ADV
iassist-1128	195	13	maturing	mature	VERB
iassist-1128	195	14	model	model	NOUN
iassist-1128	195	15	built	build	VERB
iassist-1128	195	16	in	in	ADP
iassist-1128	195	17	.	.	PUNCT
iassist-1128	196	1	as	as	SCONJ
iassist-1128	196	2	training	training	NOUN
iassist-1128	196	3	gaps	gap	NOUN
iassist-1128	196	4	are	be	AUX
iassist-1128	196	5	closed	closed	ADJ
iassist-1128	196	6	and	and	CCONJ
iassist-1128	196	7	more	more	ADV
iassist-1128	196	8	individualized	individualized	ADJ
iassist-1128	196	9	services	service	NOUN
iassist-1128	196	10	are	be	AUX
iassist-1128	196	11	requested	request	VERB
iassist-1128	196	12	across	across	ADP
iassist-1128	196	13	campus	campus	NOUN
iassist-1128	196	14	,	,	PUNCT
iassist-1128	196	15	more	more	ADV
iassist-1128	196	16	agile	agile	ADJ
iassist-1128	196	17	and	and	CCONJ
iassist-1128	196	18	autonomous	autonomous	ADJ
iassist-1128	196	19	management	management	NOUN
iassist-1128	196	20	styles	style	NOUN
iassist-1128	196	21	can	can	AUX
iassist-1128	196	22	be	be	AUX
iassist-1128	196	23	implemented	implement	VERB
iassist-1128	196	24	.	.	PUNCT
iassist-1128	197	1	ensuring	ensure	VERB
iassist-1128	197	2	basic	basic	ADJ
iassist-1128	197	3	policies	policy	NOUN
iassist-1128	197	4	and	and	CCONJ
iassist-1128	197	5	requirements	requirement	NOUN
iassist-1128	197	6	are	be	AUX
iassist-1128	197	7	met	meet	VERB
iassist-1128	197	8	as	as	ADP
iassist-1128	197	9	a	a	DET
iassist-1128	197	10	first	first	ADJ
iassist-1128	197	11	priority	priority	NOUN
iassist-1128	197	12	creates	create	VERB
iassist-1128	197	13	an	an	DET
iassist-1128	197	14	opportunity	opportunity	NOUN
iassist-1128	197	15	to	to	PART
iassist-1128	197	16	educate	educate	VERB
iassist-1128	197	17	researchers	researcher	NOUN
iassist-1128	197	18	on	on	ADP
iassist-1128	197	19	a	a	DET
iassist-1128	197	20	host	host	NOUN
iassist-1128	197	21	of	of	ADP
iassist-1128	197	22	other	other	ADJ
iassist-1128	197	23	topics	topic	NOUN
iassist-1128	197	24	including	include	VERB
iassist-1128	197	25	standards	standard	NOUN
iassist-1128	197	26	like	like	ADP
iassist-1128	197	27	fair	fair	ADJ
iassist-1128	197	28	,	,	PUNCT
iassist-1128	197	29	the	the	DET
iassist-1128	197	30	use	use	NOUN
iassist-1128	197	31	of	of	ADP
iassist-1128	197	32	metadata	metadata	NOUN
iassist-1128	197	33	schemas	schema	NOUN
iassist-1128	197	34	and	and	CCONJ
iassist-1128	197	35	standardized	standardized	ADJ
iassist-1128	197	36	vocabularies	vocabulary	NOUN
iassist-1128	197	37	,	,	PUNCT
iassist-1128	197	38	how	how	SCONJ
iassist-1128	197	39	to	to	PART
iassist-1128	197	40	select	select	VERB
iassist-1128	197	41	a	a	DET
iassist-1128	197	42	data	datum	NOUN
iassist-1128	197	43	repository	repository	NOUN
iassist-1128	197	44	,	,	PUNCT
iassist-1128	197	45	and	and	CCONJ
iassist-1128	197	46	how	how	SCONJ
iassist-1128	197	47	to	to	PART
iassist-1128	197	48	handle	handle	VERB
iassist-1128	197	49	sensitive	sensitive	ADJ
iassist-1128	197	50	data	datum	NOUN
iassist-1128	197	51	.	.	PUNCT
iassist-1128	198	1	that	that	DET
iassist-1128	198	2	knowledge	knowledge	NOUN
iassist-1128	198	3	can	can	AUX
iassist-1128	198	4	be	be	AUX
iassist-1128	198	5	built	build	VERB
iassist-1128	198	6	upon	upon	SCONJ
iassist-1128	198	7	over	over	ADP
iassist-1128	198	8	time	time	NOUN
iassist-1128	198	9	resulting	result	VERB
iassist-1128	198	10	in	in	ADP
iassist-1128	198	11	the	the	DET
iassist-1128	198	12	use	use	NOUN
iassist-1128	198	13	of	of	ADP
iassist-1128	198	14	self	self	NOUN
iassist-1128	198	15	service	service	NOUN
iassist-1128	198	16	tools	tool	NOUN
iassist-1128	198	17	like	like	ADP
iassist-1128	198	18	dmptool	dmptool	NOUN
iassist-1128	198	19	,	,	PUNCT
iassist-1128	198	20	freeing	free	VERB
iassist-1128	198	21	up	up	ADP
iassist-1128	198	22	time	time	NOUN
iassist-1128	198	23	and	and	CCONJ
iassist-1128	198	24	resources	resource	NOUN
iassist-1128	198	25	to	to	PART
iassist-1128	198	26	be	be	AUX
iassist-1128	198	27	put	put	VERB
iassist-1128	198	28	to	to	ADP
iassist-1128	198	29	developing	develop	VERB
iassist-1128	198	30	additional	additional	ADJ
iassist-1128	198	31	tools	tool	NOUN
iassist-1128	198	32	or	or	CCONJ
iassist-1128	198	33	automating	automate	VERB
iassist-1128	198	34	processes	process	NOUN
iassist-1128	198	35	.	.	PUNCT
iassist-1128	199	1	receiving	receive	VERB
iassist-1128	199	2	regular	regular	ADJ
iassist-1128	199	3	input	input	NOUN
iassist-1128	199	4	and	and	CCONJ
iassist-1128	199	5	concerns	concern	NOUN
iassist-1128	199	6	from	from	ADP
iassist-1128	199	7	researchers	researcher	NOUN
iassist-1128	199	8	also	also	ADV
iassist-1128	199	9	results	result	VERB
iassist-1128	199	10	in	in	ADP
iassist-1128	199	11	agility	agility	NOUN
iassist-1128	199	12	and	and	CCONJ
iassist-1128	199	13	re	re	NOUN
iassist-1128	199	14	-	-	NOUN
iassist-1128	199	15	prioritization	prioritization	NOUN
iassist-1128	199	16	over	over	ADP
iassist-1128	199	17	time	time	NOUN
iassist-1128	199	18	.	.	PUNCT
iassist-1128	200	1	finally	finally	ADV
iassist-1128	200	2	,	,	PUNCT
iassist-1128	200	3	efficiency	efficiency	NOUN
iassist-1128	200	4	and	and	CCONJ
iassist-1128	200	5	empowerment	empowerment	NOUN
iassist-1128	200	6	are	be	AUX
iassist-1128	200	7	encouraged	encourage	VERB
iassist-1128	200	8	through	through	ADP
iassist-1128	200	9	self	self	NOUN
iassist-1128	200	10	service	service	NOUN
iassist-1128	200	11	resources	resource	NOUN
iassist-1128	200	12	,	,	PUNCT
iassist-1128	200	13	automation	automation	NOUN
iassist-1128	200	14	wherever	wherever	SCONJ
iassist-1128	200	15	possible	possible	ADJ
iassist-1128	200	16	,	,	PUNCT
iassist-1128	200	17	and	and	CCONJ
iassist-1128	200	18	dispersed	disperse	VERB
iassist-1128	200	19	accountability	accountability	NOUN
iassist-1128	200	20	.	.	PUNCT
iassist-1128	201	1	managing	manage	VERB
iassist-1128	201	2	research	research	NOUN
iassist-1128	201	3	data	datum	NOUN
iassist-1128	201	4	through	through	ADP
iassist-1128	201	5	a	a	DET
iassist-1128	201	6	compliancebased	compliancebase	VERB
iassist-1128	201	7	mindset	mindset	NOUN
iassist-1128	201	8	is	be	AUX
iassist-1128	201	9	often	often	ADV
iassist-1128	201	10	reactionary	reactionary	ADJ
iassist-1128	201	11	and	and	CCONJ
iassist-1128	201	12	can	can	AUX
iassist-1128	201	13	hamper	hamper	VERB
iassist-1128	201	14	innovation	innovation	NOUN
iassist-1128	201	15	.	.	PUNCT
iassist-1128	202	1	moving	move	VERB
iassist-1128	202	2	away	away	ADV
iassist-1128	202	3	from	from	ADP
iassist-1128	202	4	this	this	DET
iassist-1128	202	5	style	style	NOUN
iassist-1128	202	6	to	to	PART
iassist-1128	202	7	decentralize	decentralize	VERB
iassist-1128	202	8	over	over	ADP
iassist-1128	202	9	time	time	NOUN
iassist-1128	202	10	as	as	SCONJ
iassist-1128	202	11	expertise	expertise	NOUN
iassist-1128	202	12	with	with	ADP
iassist-1128	202	13	data	datum	NOUN
iassist-1128	202	14	management	management	NOUN
iassist-1128	202	15	grows	grow	VERB
iassist-1128	202	16	across	across	ADP
iassist-1128	202	17	key	key	ADJ
iassist-1128	202	18	groups	group	NOUN
iassist-1128	202	19	such	such	ADJ
iassist-1128	202	20	as	as	ADP
iassist-1128	202	21	grant	grant	NOUN
iassist-1128	202	22	offices	office	NOUN
iassist-1128	202	23	,	,	PUNCT
iassist-1128	202	24	research	research	NOUN
iassist-1128	202	25	administrators	administrator	NOUN
iassist-1128	202	26	,	,	PUNCT
iassist-1128	202	27	and	and	CCONJ
iassist-1128	202	28	researchers	researcher	NOUN
iassist-1128	202	29	themselves	themselves	PRON
iassist-1128	202	30	reduces	reduce	VERB
iassist-1128	202	31	the	the	DET
iassist-1128	202	32	need	need	NOUN
iassist-1128	202	33	for	for	ADP
iassist-1128	202	34	command	command	NOUN
iassist-1128	202	35	and	and	CCONJ
iassist-1128	202	36	control	control	NOUN
iassist-1128	202	37	efforts	effort	NOUN
iassist-1128	202	38	.	.	PUNCT
iassist-1128	203	1	investing	invest	VERB
iassist-1128	203	2	resources	resource	NOUN
iassist-1128	203	3	across	across	ADP
iassist-1128	203	4	each	each	DET
iassist-1128	203	5	style	style	NOUN
iassist-1128	203	6	gives	give	VERB
iassist-1128	203	7	researchers	researcher	NOUN
iassist-1128	203	8	more	more	ADJ
iassist-1128	203	9	options	option	NOUN
iassist-1128	203	10	for	for	ADP
iassist-1128	203	11	managing	manage	VERB
iassist-1128	203	12	their	their	PRON
iassist-1128	203	13	data	datum	NOUN
iassist-1128	203	14	and	and	CCONJ
iassist-1128	203	15	aligns	align	VERB
iassist-1128	203	16	with	with	ADP
iassist-1128	203	17	the	the	DET
iassist-1128	203	18	‘	'	PUNCT
iassist-1128	203	19	teach	teach	VERB
iassist-1128	203	20	a	a	DET
iassist-1128	203	21	man	man	NOUN
iassist-1128	203	22	to	to	PART
iassist-1128	203	23	fish	fish	VERB
iassist-1128	203	24	’	'	PUNCT
iassist-1128	203	25	ethos	ethos	VERB
iassist-1128	203	26	common	common	ADJ
iassist-1128	203	27	in	in	ADP
iassist-1128	203	28	libraries	library	NOUN
iassist-1128	203	29	and	and	CCONJ
iassist-1128	203	30	academic	academic	ADJ
iassist-1128	203	31	institutions	institution	NOUN
iassist-1128	203	32	.	.	PUNCT
iassist-1128	204	1	the	the	DET
iassist-1128	204	2	power	power	NOUN
iassist-1128	204	3	of	of	ADP
iassist-1128	204	4	the	the	DET
iassist-1128	204	5	adaptive	adaptive	ADJ
iassist-1128	204	6	data	data	NOUN
iassist-1128	204	7	management	management	NOUN
iassist-1128	204	8	approach	approach	NOUN
iassist-1128	204	9	comes	come	VERB
iassist-1128	204	10	from	from	ADP
iassist-1128	204	11	the	the	DET
iassist-1128	204	12	centering	centering	NOUN
iassist-1128	204	13	of	of	ADP
iassist-1128	204	14	the	the	DET
iassist-1128	204	15	researcher	researcher	NOUN
iassist-1128	204	16	and	and	CCONJ
iassist-1128	204	17	striving	strive	VERB
iassist-1128	204	18	to	to	PART
iassist-1128	204	19	mold	mold	VERB
iassist-1128	204	20	a	a	DET
iassist-1128	204	21	set	set	NOUN
iassist-1128	204	22	of	of	ADP
iassist-1128	204	23	practices	practice	NOUN
iassist-1128	204	24	and	and	CCONJ
iassist-1128	204	25	policies	policy	NOUN
iassist-1128	204	26	around	around	ADP
iassist-1128	204	27	their	their	PRON
iassist-1128	204	28	knowledge	knowledge	NOUN
iassist-1128	204	29	and	and	CCONJ
iassist-1128	204	30	the	the	DET
iassist-1128	204	31	resources	resource	NOUN
iassist-1128	204	32	available	available	ADJ
iassist-1128	204	33	.	.	PUNCT
iassist-1128	205	1	as	as	SCONJ
iassist-1128	205	2	stated	state	VERB
iassist-1128	205	3	at	at	ADP
iassist-1128	205	4	the	the	DET
iassist-1128	205	5	beginning	beginning	NOUN
iassist-1128	205	6	of	of	ADP
iassist-1128	205	7	this	this	DET
iassist-1128	205	8	paper	paper	NOUN
iassist-1128	205	9	,	,	PUNCT
iassist-1128	205	10	this	this	DET
iassist-1128	205	11	synopsis	synopsis	NOUN
iassist-1128	205	12	of	of	ADP
iassist-1128	205	13	the	the	DET
iassist-1128	205	14	adaptive	adaptive	ADJ
iassist-1128	205	15	data	data	NOUN
iassist-1128	205	16	governance	governance	NOUN
iassist-1128	205	17	approach	approach	NOUN
iassist-1128	205	18	and	and	CCONJ
iassist-1128	205	19	its	its	PRON
iassist-1128	205	20	application	application	NOUN
iassist-1128	205	21	to	to	PART
iassist-1128	205	22	research	research	NOUN
iassist-1128	205	23	data	datum	NOUN
iassist-1128	205	24	management	management	NOUN
iassist-1128	205	25	arise	arise	NOUN
iassist-1128	205	26	from	from	ADP
iassist-1128	205	27	my	my	PRON
iassist-1128	205	28	experience	experience	NOUN
iassist-1128	205	29	in	in	ADP
iassist-1128	205	30	both	both	DET
iassist-1128	205	31	fields	field	NOUN
iassist-1128	205	32	as	as	ADV
iassist-1128	205	33	well	well	ADV
iassist-1128	205	34	as	as	ADP
iassist-1128	205	35	the	the	DET
iassist-1128	205	36	referenced	referenced	ADJ
iassist-1128	205	37	articles	article	NOUN
iassist-1128	205	38	,	,	PUNCT
iassist-1128	205	39	which	which	PRON
iassist-1128	205	40	are	be	AUX
iassist-1128	205	41	primarily	primarily	ADV
iassist-1128	205	42	from	from	ADP
iassist-1128	205	43	gartner	gartner	NOUN
iassist-1128	205	44	.	.	PUNCT
iassist-1128	206	1	adapting	adapt	VERB
iassist-1128	206	2	research	research	NOUN
iassist-1128	206	3	data	datum	NOUN
iassist-1128	206	4	management	management	NOUN
iassist-1128	206	5	tools	tool	NOUN
iassist-1128	206	6	,	,	PUNCT
iassist-1128	206	7	services	service	NOUN
iassist-1128	206	8	,	,	PUNCT
iassist-1128	206	9	and	and	CCONJ
iassist-1128	206	10	resources	resource	NOUN
iassist-1128	206	11	exists	exist	VERB
iassist-1128	206	12	along	along	ADP
iassist-1128	206	13	two	two	NUM
iassist-1128	206	14	axes	axis	NOUN
iassist-1128	206	15	.	.	PUNCT
iassist-1128	207	1	the	the	DET
iassist-1128	207	2	first	first	ADJ
iassist-1128	207	3	is	be	AUX
iassist-1128	207	4	the	the	DET
iassist-1128	207	5	chosen	choose	VERB
iassist-1128	207	6	tools	tool	NOUN
iassist-1128	207	7	,	,	PUNCT
iassist-1128	207	8	services	service	NOUN
iassist-1128	207	9	,	,	PUNCT
iassist-1128	207	10	and	and	CCONJ
iassist-1128	207	11	resources	resource	NOUN
iassist-1128	207	12	offered	offer	VERB
iassist-1128	207	13	to	to	PART
iassist-1128	207	14	support	support	VERB
iassist-1128	207	15	activities	activity	NOUN
iassist-1128	207	16	across	across	ADP
iassist-1128	207	17	the	the	DET
iassist-1128	207	18	research	research	NOUN
iassist-1128	207	19	data	datum	NOUN
iassist-1128	207	20	lifecycle	lifecycle	NOUN
iassist-1128	207	21	.	.	PUNCT
iassist-1128	208	1	the	the	DET
iassist-1128	208	2	second	second	ADJ
iassist-1128	208	3	is	be	AUX
iassist-1128	208	4	the	the	DET
iassist-1128	208	5	level	level	NOUN
iassist-1128	208	6	at	at	ADP
iassist-1128	208	7	which	which	PRON
iassist-1128	208	8	those	those	DET
iassist-1128	208	9	tools	tool	NOUN
iassist-1128	208	10	,	,	PUNCT
iassist-1128	208	11	services	service	NOUN
iassist-1128	208	12	,	,	PUNCT
iassist-1128	208	13	and	and	CCONJ
iassist-1128	208	14	resources	resource	NOUN
iassist-1128	208	15	are	be	AUX
iassist-1128	208	16	offered	offer	VERB
iassist-1128	208	17	.	.	PUNCT
iassist-1128	209	1	examples	example	NOUN
iassist-1128	209	2	include	include	VERB
iassist-1128	209	3	synchronous	synchronous	ADJ
iassist-1128	209	4	or	or	CCONJ
iassist-1128	209	5	10/12	10/12	NUM
iassist-1128	209	6	golden	golden	ADJ
iassist-1128	209	7	,	,	PUNCT
iassist-1128	209	8	madison	madison	PROPN
iassist-1128	209	9	(	(	PUNCT
iassist-1128	209	10	2025	2025	NUM
iassist-1128	209	11	)	)	PUNCT
iassist-1128	209	12	adaptive	adaptive	ADJ
iassist-1128	209	13	data	datum	NOUN
iassist-1128	209	14	governance	governance	NOUN
iassist-1128	209	15	for	for	ADP
iassist-1128	209	16	research	research	NOUN
iassist-1128	209	17	data	datum	NOUN
iassist-1128	209	18	management	management	NOUN
iassist-1128	209	19	,	,	PUNCT
iassist-1128	209	20	iassist	iassist	VERB
iassist-1128	209	21	quarterly	quarterly	ADJ
iassist-1128	209	22	49(1	49(1	NOUN
iassist-1128	209	23	)	)	PUNCT
iassist-1128	209	24	,	,	PUNCT
iassist-1128	209	25	pp	pp	ADP
iassist-1128	209	26	.	.	PUNCT
iassist-1128	210	1	1	1	NUM
iassist-1128	210	2	-	-	SYM
iassist-1128	210	3	12	12	NUM
iassist-1128	210	4	.	.	PUNCT
iassist-1128	211	1	doi	doi	NOUN
iassist-1128	211	2	:	:	PUNCT
iassist-1128	211	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	211	4	asynchronous	asynchronous	ADJ
iassist-1128	211	5	,	,	PUNCT
iassist-1128	211	6	virtual	virtual	ADJ
iassist-1128	211	7	or	or	CCONJ
iassist-1128	211	8	in	in	ADP
iassist-1128	211	9	person	person	NOUN
iassist-1128	211	10	,	,	PUNCT
iassist-1128	211	11	self	self	NOUN
iassist-1128	211	12	service	service	NOUN
iassist-1128	211	13	or	or	CCONJ
iassist-1128	211	14	mediated	mediate	VERB
iassist-1128	211	15	,	,	PUNCT
iassist-1128	211	16	and	and	CCONJ
iassist-1128	211	17	informational	informational	ADJ
iassist-1128	211	18	or	or	CCONJ
iassist-1128	211	19	hands	hand	NOUN
iassist-1128	211	20	-	-	PUNCT
iassist-1128	211	21	on	on	ADP
iassist-1128	211	22	.	.	PUNCT
iassist-1128	212	1	as	as	SCONJ
iassist-1128	212	2	these	these	DET
iassist-1128	212	3	decisions	decision	NOUN
iassist-1128	212	4	are	be	AUX
iassist-1128	212	5	further	far	ADV
iassist-1128	212	6	complicated	complicate	VERB
iassist-1128	212	7	by	by	ADP
iassist-1128	212	8	resource	resource	NOUN
iassist-1128	212	9	limitations	limitation	NOUN
iassist-1128	212	10	and	and	CCONJ
iassist-1128	212	11	staff	staff	NOUN
iassist-1128	212	12	expertise	expertise	NOUN
iassist-1128	212	13	,	,	PUNCT
iassist-1128	212	14	this	this	DET
iassist-1128	212	15	adaptive	adaptive	ADJ
iassist-1128	212	16	model	model	NOUN
iassist-1128	212	17	reimagined	reimagine	VERB
iassist-1128	212	18	for	for	ADP
iassist-1128	212	19	research	research	NOUN
iassist-1128	212	20	data	datum	NOUN
iassist-1128	212	21	management	management	NOUN
iassist-1128	212	22	can	can	AUX
iassist-1128	212	23	assist	assist	VERB
iassist-1128	212	24	in	in	ADP
iassist-1128	212	25	guiding	guiding	NOUN
iassist-1128	212	26	and	and	CCONJ
iassist-1128	212	27	prioritization	prioritization	NOUN
iassist-1128	212	28	over	over	ADP
iassist-1128	212	29	time	time	NOUN
iassist-1128	212	30	.	.	PUNCT
iassist-1128	213	1	additional	additional	ADJ
iassist-1128	213	2	research	research	NOUN
iassist-1128	213	3	on	on	ADP
iassist-1128	213	4	how	how	SCONJ
iassist-1128	213	5	institutions	institution	NOUN
iassist-1128	213	6	with	with	ADP
iassist-1128	213	7	varying	vary	VERB
iassist-1128	213	8	characteristics	characteristic	NOUN
iassist-1128	213	9	situate	situate	NOUN
iassist-1128	213	10	services	service	NOUN
iassist-1128	213	11	and	and	CCONJ
iassist-1128	213	12	resources	resource	NOUN
iassist-1128	213	13	within	within	ADP
iassist-1128	213	14	the	the	DET
iassist-1128	213	15	model	model	NOUN
iassist-1128	213	16	shared	share	VERB
iassist-1128	213	17	in	in	ADP
iassist-1128	213	18	this	this	DET
iassist-1128	213	19	paper	paper	NOUN
iassist-1128	213	20	would	would	AUX
iassist-1128	213	21	be	be	AUX
iassist-1128	213	22	instrumental	instrumental	ADJ
iassist-1128	213	23	in	in	ADP
iassist-1128	213	24	validating	validate	VERB
iassist-1128	213	25	and	and	CCONJ
iassist-1128	213	26	understanding	understand	VERB
iassist-1128	213	27	this	this	DET
iassist-1128	213	28	application	application	NOUN
iassist-1128	213	29	of	of	ADP
iassist-1128	213	30	adaptive	adaptive	ADJ
iassist-1128	213	31	data	datum	NOUN
iassist-1128	213	32	governance	governance	NOUN
iassist-1128	213	33	to	to	PART
iassist-1128	213	34	research	research	VERB
iassist-1128	213	35	data	datum	NOUN
iassist-1128	213	36	management	management	NOUN
iassist-1128	213	37	.	.	PUNCT
iassist-1128	214	1	limitations	limitation	VERB
iassist-1128	214	2	the	the	DET
iassist-1128	214	3	primary	primary	ADJ
iassist-1128	214	4	limitations	limitation	NOUN
iassist-1128	214	5	of	of	ADP
iassist-1128	214	6	this	this	DET
iassist-1128	214	7	paper	paper	NOUN
iassist-1128	214	8	are	be	AUX
iassist-1128	214	9	its	its	PRON
iassist-1128	214	10	conceptual	conceptual	ADJ
iassist-1128	214	11	nature	nature	NOUN
iassist-1128	214	12	,	,	PUNCT
iassist-1128	214	13	reliance	reliance	NOUN
iassist-1128	214	14	on	on	ADP
iassist-1128	214	15	gartner	gartner	PROPN
iassist-1128	214	16	’s	’s	PART
iassist-1128	214	17	proprietary	proprietary	ADJ
iassist-1128	214	18	methodology	methodology	NOUN
iassist-1128	214	19	,	,	PUNCT
iassist-1128	214	20	and	and	CCONJ
iassist-1128	214	21	use	use	NOUN
iassist-1128	214	22	of	of	ADP
iassist-1128	214	23	examples	example	NOUN
iassist-1128	214	24	derived	derive	VERB
iassist-1128	214	25	from	from	ADP
iassist-1128	214	26	only	only	ADV
iassist-1128	214	27	one	one	NUM
iassist-1128	214	28	university	university	NOUN
iassist-1128	214	29	.	.	PUNCT
iassist-1128	215	1	a	a	DET
iassist-1128	215	2	conceptual	conceptual	ADJ
iassist-1128	215	3	article	article	NOUN
iassist-1128	215	4	is	be	AUX
iassist-1128	215	5	inherently	inherently	ADV
iassist-1128	215	6	non	non	ADJ
iassist-1128	215	7	-	-	ADJ
iassist-1128	215	8	empirical	empirical	ADJ
iassist-1128	215	9	,	,	PUNCT
iassist-1128	215	10	and	and	CCONJ
iassist-1128	215	11	therefore	therefore	ADV
iassist-1128	215	12	does	do	AUX
iassist-1128	215	13	not	not	PART
iassist-1128	215	14	meet	meet	VERB
iassist-1128	215	15	the	the	DET
iassist-1128	215	16	requirements	requirement	NOUN
iassist-1128	215	17	of	of	ADP
iassist-1128	215	18	a	a	DET
iassist-1128	215	19	paper	paper	NOUN
iassist-1128	215	20	based	base	VERB
iassist-1128	215	21	on	on	ADP
iassist-1128	215	22	empirical	empirical	ADJ
iassist-1128	215	23	research	research	NOUN
iassist-1128	215	24	.	.	PUNCT
iassist-1128	216	1	further	further	ADJ
iassist-1128	216	2	application	application	NOUN
iassist-1128	216	3	by	by	ADP
iassist-1128	216	4	other	other	ADJ
iassist-1128	216	5	institutions	institution	NOUN
iassist-1128	216	6	would	would	AUX
iassist-1128	216	7	be	be	AUX
iassist-1128	216	8	necessary	necessary	ADJ
iassist-1128	216	9	to	to	PART
iassist-1128	216	10	fully	fully	ADV
iassist-1128	216	11	evaluate	evaluate	VERB
iassist-1128	216	12	the	the	DET
iassist-1128	216	13	effectiveness	effectiveness	NOUN
iassist-1128	216	14	of	of	ADP
iassist-1128	216	15	this	this	DET
iassist-1128	216	16	theory	theory	NOUN
iassist-1128	216	17	adaptation	adaptation	NOUN
iassist-1128	216	18	.	.	PUNCT
iassist-1128	217	1	secondly	secondly	ADV
iassist-1128	217	2	,	,	PUNCT
iassist-1128	217	3	while	while	SCONJ
iassist-1128	217	4	gartner	gartner	NOUN
iassist-1128	217	5	claims	claim	VERB
iassist-1128	217	6	to	to	PART
iassist-1128	217	7	have	have	VERB
iassist-1128	217	8	high	high	ADJ
iassist-1128	217	9	standards	standard	NOUN
iassist-1128	217	10	for	for	ADP
iassist-1128	217	11	independence	independence	NOUN
iassist-1128	217	12	and	and	CCONJ
iassist-1128	217	13	objectivity	objectivity	NOUN
iassist-1128	217	14	in	in	ADP
iassist-1128	217	15	their	their	PRON
iassist-1128	217	16	research	research	NOUN
iassist-1128	217	17	,	,	PUNCT
iassist-1128	217	18	those	those	DET
iassist-1128	217	19	methodologies	methodology	NOUN
iassist-1128	217	20	are	be	AUX
iassist-1128	217	21	proprietary	proprietary	ADJ
iassist-1128	217	22	and	and	CCONJ
iassist-1128	217	23	were	be	AUX
iassist-1128	217	24	therefore	therefore	ADV
iassist-1128	217	25	not	not	PART
iassist-1128	217	26	fully	fully	ADV
iassist-1128	217	27	evaluated	evaluate	VERB
iassist-1128	217	28	in	in	ADP
iassist-1128	217	29	this	this	DET
iassist-1128	217	30	paper	paper	NOUN
iassist-1128	217	31	.	.	PUNCT
iassist-1128	218	1	finally	finally	ADV
iassist-1128	218	2	,	,	PUNCT
iassist-1128	218	3	the	the	DET
iassist-1128	218	4	examples	example	NOUN
iassist-1128	218	5	and	and	CCONJ
iassist-1128	218	6	experiences	experience	NOUN
iassist-1128	218	7	used	use	VERB
iassist-1128	218	8	to	to	PART
iassist-1128	218	9	adapt	adapt	VERB
iassist-1128	218	10	gartner	gartner	NOUN
iassist-1128	218	11	’s	’s	PART
iassist-1128	218	12	adaptive	adaptive	ADJ
iassist-1128	218	13	data	datum	NOUN
iassist-1128	218	14	governance	governance	NOUN
iassist-1128	218	15	framework	framework	NOUN
iassist-1128	218	16	were	be	AUX
iassist-1128	218	17	based	base	VERB
iassist-1128	218	18	on	on	ADP
iassist-1128	218	19	one	one	NUM
iassist-1128	218	20	university	university	NOUN
iassist-1128	218	21	.	.	PUNCT
iassist-1128	219	1	generalizability	generalizability	NOUN
iassist-1128	219	2	of	of	ADP
iassist-1128	219	3	this	this	DET
iassist-1128	219	4	work	work	NOUN
iassist-1128	219	5	relies	rely	VERB
iassist-1128	219	6	on	on	ADP
iassist-1128	219	7	future	future	ADJ
iassist-1128	219	8	application	application	NOUN
iassist-1128	219	9	,	,	PUNCT
iassist-1128	219	10	evaluation	evaluation	NOUN
iassist-1128	219	11	,	,	PUNCT
iassist-1128	219	12	and	and	CCONJ
iassist-1128	219	13	critique	critique	NOUN
iassist-1128	219	14	by	by	ADP
iassist-1128	219	15	other	other	ADJ
iassist-1128	219	16	institutions	institution	NOUN
iassist-1128	219	17	.	.	PUNCT
iassist-1128	220	1	references	reference	NOUN
iassist-1128	220	2	abraham	abraham	PROPN
iassist-1128	220	3	,	,	PUNCT
iassist-1128	220	4	r.	r.	PROPN
iassist-1128	220	5	,	,	PUNCT
iassist-1128	220	6	schneider	schneider	PROPN
iassist-1128	220	7	,	,	PUNCT
iassist-1128	220	8	j.	j.	PROPN
iassist-1128	220	9	,	,	PUNCT
iassist-1128	220	10	&	&	CCONJ
iassist-1128	220	11	vom	vom	PROPN
iassist-1128	220	12	brocke	brocke	PROPN
iassist-1128	220	13	,	,	PUNCT
iassist-1128	220	14	j.	j.	PROPN
iassist-1128	220	15	(	(	PUNCT
iassist-1128	220	16	2019	2019	NUM
iassist-1128	220	17	)	)	PUNCT
iassist-1128	220	18	.	.	PUNCT
iassist-1128	221	1	‘	'	PUNCT
iassist-1128	221	2	data	datum	NOUN
iassist-1128	221	3	governance	governance	NOUN
iassist-1128	221	4	:	:	PUNCT
iassist-1128	221	5	a	a	DET
iassist-1128	221	6	conceptual	conceptual	ADJ
iassist-1128	221	7	framework	framework	NOUN
iassist-1128	221	8	,	,	PUNCT
iassist-1128	221	9	structured	structured	ADJ
iassist-1128	221	10	review	review	NOUN
iassist-1128	221	11	,	,	PUNCT
iassist-1128	221	12	and	and	CCONJ
iassist-1128	221	13	research	research	NOUN
iassist-1128	221	14	agenda	agenda	NOUN
iassist-1128	221	15	’	'	PUNCT
iassist-1128	221	16	.	.	PUNCT
iassist-1128	222	1	international	international	ADJ
iassist-1128	222	2	journal	journal	PROPN
iassist-1128	222	3	of	of	ADP
iassist-1128	222	4	information	information	NOUN
iassist-1128	222	5	management	management	NOUN
iassist-1128	222	6	,	,	PUNCT
iassist-1128	222	7	49	49	NUM
iassist-1128	222	8	,	,	PUNCT
iassist-1128	222	9	pp	pp	ADJ
iassist-1128	222	10	.	.	PUNCT
iassist-1128	223	1	424	424	NUM
iassist-1128	223	2	-	-	SYM
iassist-1128	223	3	438	438	NUM
iassist-1128	223	4	.	.	PUNCT
iassist-1128	224	1	https://doi.org/10.1016/j.ijinfomgt.2019.07.008	https://doi.org/10.1016/j.ijinfomgt.2019.07.008	NOUN
iassist-1128	224	2	briney	briney	PROPN
iassist-1128	224	3	,	,	PUNCT
iassist-1128	224	4	kristin	kristin	PROPN
iassist-1128	224	5	.	.	PUNCT
iassist-1128	225	1	(	(	PUNCT
iassist-1128	225	2	2015	2015	NUM
iassist-1128	225	3	)	)	PUNCT
iassist-1128	225	4	.	.	PUNCT
iassist-1128	226	1	data	datum	NOUN
iassist-1128	226	2	management	management	NOUN
iassist-1128	226	3	for	for	ADP
iassist-1128	226	4	researchers	researcher	NOUN
iassist-1128	226	5	 	 	SPACE
iassist-1128	226	6	:	:	PUNCT
iassist-1128	226	7	organize	organize	VERB
iassist-1128	226	8	,	,	PUNCT
iassist-1128	226	9	maintain	maintain	VERB
iassist-1128	226	10	and	and	CCONJ
iassist-1128	226	11	share	share	VERB
iassist-1128	226	12	your	your	PRON
iassist-1128	226	13	data	datum	NOUN
iassist-1128	226	14	for	for	ADP
iassist-1128	226	15	research	research	NOUN
iassist-1128	226	16	success	success	NOUN
iassist-1128	226	17	.	.	PUNCT
iassist-1128	227	1	pelagic	pelagic	ADJ
iassist-1128	227	2	publishing	publishing	NOUN
iassist-1128	227	3	.	.	PUNCT
iassist-1128	228	1	bryant	bryant	PROPN
iassist-1128	228	2	,	,	PUNCT
iassist-1128	228	3	r.	r.	PROPN
iassist-1128	228	4	,	,	PUNCT
iassist-1128	228	5	faniel	faniel	PROPN
iassist-1128	228	6	,	,	PUNCT
iassist-1128	228	7	i.	i.	PROPN
iassist-1128	228	8	,	,	PUNCT
iassist-1128	228	9	&	&	CCONJ
iassist-1128	228	10	lavoie	lavoie	PROPN
iassist-1128	228	11	,	,	PUNCT
iassist-1128	228	12	b.	b.	PROPN
iassist-1128	228	13	(	(	PUNCT
iassist-1128	228	14	2018	2018	NUM
iassist-1128	228	15	)	)	PUNCT
iassist-1128	228	16	.	.	PUNCT
iassist-1128	229	1	research	research	NOUN
iassist-1128	229	2	data	datum	NOUN
iassist-1128	229	3	management	management	NOUN
iassist-1128	229	4	:	:	PUNCT
iassist-1128	229	5	planning	planning	NOUN
iassist-1128	229	6	guide	guide	NOUN
iassist-1128	229	7	.	.	PUNCT
iassist-1128	230	1	oclc	oclc	PROPN
iassist-1128	230	2	research	research	PROPN
iassist-1128	230	3	.	.	PUNCT
iassist-1128	231	1	https://www.oclc.org/research/areas/research-collections/rdm/guide.html	https://www.oclc.org/research/areas/research-collections/rdm/guide.html	PROPN
iassist-1128	231	2	chiarelli	chiarelli	PROPN
iassist-1128	231	3	,	,	PUNCT
iassist-1128	231	4	a.	a.	PROPN
iassist-1128	231	5	,	,	PUNCT
iassist-1128	231	6	beagrie	beagrie	ADJ
iassist-1128	231	7	,	,	PUNCT
iassist-1128	231	8	n.	n.	NOUN
iassist-1128	231	9	,	,	PUNCT
iassist-1128	231	10	boon	boon	NOUN
iassist-1128	231	11	,	,	PUNCT
iassist-1128	231	12	l.	l.	PROPN
iassist-1128	231	13	,	,	PUNCT
iassist-1128	231	14	mallalieu	mallalieu	PROPN
iassist-1128	231	15	,	,	PUNCT
iassist-1128	231	16	r.	r.	PROPN
iassist-1128	231	17	,	,	PUNCT
iassist-1128	231	18	johnson	johnson	PROPN
iassist-1128	231	19	,	,	PUNCT
iassist-1128	231	20	r.	r.	PROPN
iassist-1128	231	21	,	,	PUNCT
iassist-1128	231	22	may	may	AUX
iassist-1128	231	23	,	,	PUNCT
iassist-1128	231	24	a.w	a.w	PROPN
iassist-1128	231	25	.	.	PROPN
iassist-1128	231	26	,	,	PUNCT
iassist-1128	231	27	&	&	CCONJ
iassist-1128	231	28	wilson	wilson	PROPN
iassist-1128	231	29	,	,	PUNCT
iassist-1128	231	30	r.	r.	PROPN
iassist-1128	231	31	(	(	PUNCT
iassist-1128	231	32	2022	2022	NUM
iassist-1128	231	33	)	)	PUNCT
iassist-1128	231	34	.	.	PUNCT
iassist-1128	232	1	to	to	PART
iassist-1128	232	2	protect	protect	VERB
iassist-1128	232	3	and	and	CCONJ
iassist-1128	232	4	to	to	PART
iassist-1128	232	5	serve	serve	VERB
iassist-1128	232	6	:	:	PUNCT
iassist-1128	232	7	developing	develop	VERB
iassist-1128	232	8	a	a	DET
iassist-1128	232	9	road	road	NOUN
iassist-1128	232	10	map	map	NOUN
iassist-1128	232	11	for	for	ADP
iassist-1128	232	12	research	research	NOUN
iassist-1128	232	13	data	datum	NOUN
iassist-1128	232	14	management	management	NOUN
iassist-1128	232	15	services	service	NOUN
iassist-1128	232	16	.	.	PUNCT
iassist-1128	233	1	insights	insight	NOUN
iassist-1128	233	2	:	:	PUNCT
iassist-1128	233	3	the	the	DET
iassist-1128	233	4	uksg	uksg	PROPN
iassist-1128	233	5	journal	journal	PROPN
iassist-1128	233	6	,	,	PUNCT
iassist-1128	233	7	35	35	NUM
iassist-1128	233	8	,	,	PUNCT
iassist-1128	233	9	pp	pp	ADJ
iassist-1128	233	10	.	.	PUNCT
iassist-1128	234	1	4	4	X
iassist-1128	234	2	.	.	X
iassist-1128	234	3	https://doi.org/10.1629/uksg.566	https://doi.org/10.1629/uksg.566	PROPN
iassist-1128	235	1	dama	dama	PROPN
iassist-1128	235	2	.	.	PUNCT
iassist-1128	236	1	earley	earley	PROPN
iassist-1128	236	2	,	,	PUNCT
iassist-1128	236	3	s.	s.	PROPN
iassist-1128	236	4	,	,	PUNCT
iassist-1128	236	5	&	&	CCONJ
iassist-1128	236	6	henderson	henderson	PROPN
iassist-1128	236	7	,	,	PUNCT
iassist-1128	236	8	d.	d.	PROPN
iassist-1128	236	9	,	,	PUNCT
iassist-1128	236	10	sebastian	sebastian	PROPN
iassist-1128	236	11	-	-	PUNCT
iassist-1128	236	12	coleman	coleman	PROPN
iassist-1128	236	13	,	,	PUNCT
iassist-1128	236	14	l	l	PROPN
iassist-1128	236	15	(	(	PUNCT
iassist-1128	236	16	eds	ed	NOUN
iassist-1128	236	17	.	.	PUNCT
iassist-1128	236	18	)	)	PUNCT
iassist-1128	236	19	.	.	PUNCT
iassist-1128	237	1	(	(	PUNCT
iassist-1128	237	2	2017	2017	NUM
iassist-1128	237	3	)	)	PUNCT
iassist-1128	237	4	.	.	PUNCT
iassist-1128	238	1	‘	'	PUNCT
iassist-1128	238	2	the	the	DET
iassist-1128	238	3	dama	dama	PROPN
iassist-1128	238	4	guide	guide	NOUN
iassist-1128	238	5	to	to	ADP
iassist-1128	238	6	the	the	DET
iassist-1128	238	7	data	data	NOUN
iassist-1128	238	8	management	management	NOUN
iassist-1128	238	9	body	body	NOUN
iassist-1128	238	10	of	of	ADP
iassist-1128	238	11	knowledge	knowledge	NOUN
iassist-1128	238	12	(	(	PUNCT
iassist-1128	238	13	dama	dama	PROPN
iassist-1128	238	14	-	-	PUNCT
iassist-1128	238	15	dm	dm	PROPN
iassist-1128	238	16	bok	bok	NOUN
iassist-1128	238	17	)	)	PUNCT
iassist-1128	238	18	’	'	PUNCT
iassist-1128	238	19	.	.	PUNCT
iassist-1128	239	1	bradley	bradley	PROPN
iassist-1128	239	2	beach	beach	PROPN
iassist-1128	239	3	,	,	PUNCT
iassist-1128	239	4	nj	nj	PROPN
iassist-1128	239	5	:	:	PUNCT
iassist-1128	239	6	technics	technic	NOUN
iassist-1128	239	7	publications	publication	NOUN
iassist-1128	239	8	,	,	PUNCT
iassist-1128	239	9	llc	llc	PROPN
iassist-1128	239	10	.	.	PUNCT
iassist-1128	240	1	forbes	forbes	PROPN
iassist-1128	240	2	.	.	PUNCT
iassist-1128	241	1	(	(	PUNCT
iassist-1128	241	2	2024	2024	NUM
iassist-1128	241	3	)	)	PUNCT
iassist-1128	241	4	.	.	PUNCT
iassist-1128	242	1	gartner	gartner	PROPN
iassist-1128	242	2	.	.	PUNCT
iassist-1128	243	1	forbes	forbes	PROPN
iassist-1128	243	2	.	.	PUNCT
iassist-1128	244	1	https://www.forbes.com/companies/gartner/	https://www.forbes.com/companies/gartner/	PROPN
iassist-1128	244	2	fu	fu	PROPN
iassist-1128	244	3	,	,	PUNCT
iassist-1128	244	4	p.	p.	PROPN
iassist-1128	244	5	,	,	PUNCT
iassist-1128	244	6	blackson	blackson	PROPN
iassist-1128	244	7	,	,	PUNCT
iassist-1128	244	8	m.	m.	NOUN
iassist-1128	244	9	,	,	PUNCT
iassist-1128	244	10	&	&	CCONJ
iassist-1128	244	11	valentino	valentino	PROPN
iassist-1128	244	12	,	,	PUNCT
iassist-1128	244	13	m.	m.	NOUN
iassist-1128	244	14	(	(	PUNCT
iassist-1128	244	15	2022	2022	NUM
iassist-1128	244	16	)	)	PUNCT
iassist-1128	244	17	.	.	PUNCT
iassist-1128	245	1	developing	develop	VERB
iassist-1128	245	2	research	research	NOUN
iassist-1128	245	3	data	datum	NOUN
iassist-1128	245	4	management	management	NOUN
iassist-1128	245	5	services	service	NOUN
iassist-1128	245	6	in	in	ADP
iassist-1128	245	7	a	a	DET
iassist-1128	245	8	regional	regional	ADJ
iassist-1128	245	9	comprehensive	comprehensive	ADJ
iassist-1128	245	10	university	university	NOUN
iassist-1128	245	11	:	:	PUNCT
iassist-1128	245	12	the	the	DET
iassist-1128	245	13	case	case	NOUN
iassist-1128	245	14	of	of	ADP
iassist-1128	245	15	central	central	PROPN
iassist-1128	245	16	washington	washington	PROPN
iassist-1128	245	17	university	university	PROPN
iassist-1128	245	18	.	.	PUNCT
iassist-1128	246	1	ifla	ifla	PROPN
iassist-1128	246	2	journal	journal	PROPN
iassist-1128	246	3	,	,	PUNCT
iassist-1128	246	4	49(6	49(6	NOUN
iassist-1128	246	5	)	)	PUNCT
iassist-1128	246	6	,	,	PUNCT
iassist-1128	246	7	pp	pp	PROPN
iassist-1128	246	8	.	.	PUNCT
iassist-1128	247	1	443	443	NUM
iassist-1128	247	2	-	-	SYM
iassist-1128	247	3	451	451	NUM
iassist-1128	247	4	.	.	PUNCT
iassist-1128	248	1	https://doi.org/10.1177/03400352221116923	https://doi.org/10.1177/03400352221116923	PRON
iassist-1128	249	1	gartner	gartner	NOUN
iassist-1128	249	2	.	.	PUNCT
iassist-1128	250	1	(	(	PUNCT
iassist-1128	250	2	2024	2024	NUM
iassist-1128	250	3	)	)	PUNCT
iassist-1128	250	4	.	.	PUNCT
iassist-1128	251	1	research	research	NOUN
iassist-1128	251	2	and	and	CCONJ
iassist-1128	251	3	advisory	advisory	ADJ
iassist-1128	251	4	overview	overview	NOUN
iassist-1128	251	5	.	.	PUNCT
iassist-1128	252	1	gartner	gartner	NOUN
iassist-1128	252	2	.	.	PUNCT
iassist-1128	253	1	https://www.gartner.com/en/research/methodologies	https://www.gartner.com/en/research/methodologie	NOUN
iassist-1128	253	2	11/12	11/12	NUM
iassist-1128	253	3	golden	golden	ADJ
iassist-1128	253	4	,	,	PUNCT
iassist-1128	253	5	madison	madison	PROPN
iassist-1128	253	6	(	(	PUNCT
iassist-1128	253	7	2025	2025	NUM
iassist-1128	253	8	)	)	PUNCT
iassist-1128	253	9	adaptive	adaptive	ADJ
iassist-1128	253	10	data	datum	NOUN
iassist-1128	253	11	governance	governance	NOUN
iassist-1128	253	12	for	for	ADP
iassist-1128	253	13	research	research	NOUN
iassist-1128	253	14	data	datum	NOUN
iassist-1128	253	15	management	management	NOUN
iassist-1128	253	16	,	,	PUNCT
iassist-1128	253	17	iassist	iassist	VERB
iassist-1128	253	18	quarterly	quarterly	ADJ
iassist-1128	253	19	49(1	49(1	NOUN
iassist-1128	253	20	)	)	PUNCT
iassist-1128	253	21	,	,	PUNCT
iassist-1128	253	22	pp	pp	ADP
iassist-1128	253	23	.	.	PUNCT
iassist-1128	254	1	1	1	NUM
iassist-1128	254	2	-	-	SYM
iassist-1128	254	3	12	12	NUM
iassist-1128	254	4	.	.	PUNCT
iassist-1128	255	1	doi	doi	NOUN
iassist-1128	255	2	:	:	PUNCT
iassist-1128	255	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	255	4	gartner	gartner	NOUN
iassist-1128	255	5	.	.	PUNCT
iassist-1128	256	1	(	(	PUNCT
iassist-1128	256	2	2024	2024	NUM
iassist-1128	256	3	)	)	PUNCT
iassist-1128	256	4	.	.	PUNCT
iassist-1128	257	1	independence	independence	NOUN
iassist-1128	257	2	and	and	CCONJ
iassist-1128	257	3	objectivity	objectivity	NOUN
iassist-1128	257	4	.	.	PUNCT
iassist-1128	258	1	gartner	gartner	PROPN
iassist-1128	258	2	.	.	PUNCT
iassist-1128	259	1	https://www.gartner.com/en/research/methodologies/independence-and-objectivity	https://www.gartner.com/en/research/methodologies/independence-and-objectivity	PROPN
iassist-1128	259	2	gartner	gartner	PROPN
iassist-1128	259	3	.	.	PUNCT
iassist-1128	260	1	(	(	PUNCT
iassist-1128	260	2	2025	2025	NUM
iassist-1128	260	3	)	)	PUNCT
iassist-1128	260	4	.	.	PUNCT
iassist-1128	261	1	about	about	ADP
iassist-1128	261	2	.	.	PUNCT
iassist-1128	262	1	gartner	gartner	PROPN
iassist-1128	262	2	.	.	PUNCT
iassist-1128	263	1	https://www.gartner.com/en/about	https://www.gartner.com/en/about	PROPN
iassist-1128	263	2	gulzar	gulzar	PROPN
iassist-1128	263	3	,	,	PUNCT
iassist-1128	263	4	r.	r.	PROPN
iassist-1128	263	5	and	and	CCONJ
iassist-1128	263	6	kopcho	kopcho	PROPN
iassist-1128	263	7	,	,	PUNCT
iassist-1128	263	8	j.	j.	PROPN
iassist-1128	263	9	(	(	PUNCT
iassist-1128	263	10	2019	2019	NUM
iassist-1128	263	11	)	)	PUNCT
iassist-1128	263	12	.	.	PUNCT
iassist-1128	264	1	‘	'	PUNCT
iassist-1128	264	2	succeed	succeed	VERB
iassist-1128	264	3	with	with	ADP
iassist-1128	264	4	digital	digital	ADJ
iassist-1128	264	5	business	business	NOUN
iassist-1128	264	6	through	through	ADP
iassist-1128	264	7	adaptive	adaptive	ADJ
iassist-1128	264	8	governance	governance	NOUN
iassist-1128	264	9	’	'	PUNCT
iassist-1128	264	10	.	.	PUNCT
iassist-1128	265	1	gartner	gartner	PROPN
iassist-1128	265	2	.	.	PUNCT
iassist-1128	266	1	(	(	PUNCT
iassist-1128	266	2	available	available	ADJ
iassist-1128	266	3	at	at	ADP
iassist-1128	266	4	https://www.gartner.com/document/3975569?ref=authbottomrec&refval=4276799	https://www.gartner.com/document/3975569?ref=authbottomrec&refval=4276799	PROPN
iassist-1128	266	5	)	)	PUNCT
iassist-1128	267	1	this	this	DET
iassist-1128	267	2	gartner	gartner	PROPN
iassist-1128	267	3	report	report	NOUN
iassist-1128	267	4	is	be	AUX
iassist-1128	267	5	archived	archive	VERB
iassist-1128	267	6	and	and	CCONJ
iassist-1128	267	7	is	be	AUX
iassist-1128	267	8	used	use	VERB
iassist-1128	267	9	to	to	PART
iassist-1128	267	10	provide	provide	VERB
iassist-1128	267	11	historical	historical	ADJ
iassist-1128	267	12	context	context	NOUN
iassist-1128	267	13	only	only	ADV
iassist-1128	267	14	.	.	PUNCT
iassist-1128	268	1	gulzar	gulzar	PROPN
iassist-1128	268	2	,	,	PUNCT
iassist-1128	268	3	r.	r.	PROPN
iassist-1128	268	4	and	and	CCONJ
iassist-1128	268	5	kopcho	kopcho	PROPN
iassist-1128	268	6	,	,	PUNCT
iassist-1128	268	7	j.	j.	PROPN
iassist-1128	268	8	(	(	PUNCT
iassist-1128	268	9	2024	2024	NUM
iassist-1128	268	10	)	)	PUNCT
iassist-1128	268	11	.	.	PUNCT
iassist-1128	269	1	‘	'	PUNCT
iassist-1128	269	2	define	define	VERB
iassist-1128	269	3	principles	principle	NOUN
iassist-1128	269	4	for	for	ADP
iassist-1128	269	5	adaptive	adaptive	ADJ
iassist-1128	269	6	governance	governance	NOUN
iassist-1128	269	7	to	to	PART
iassist-1128	269	8	quickly	quickly	ADV
iassist-1128	269	9	respond	respond	VERB
iassist-1128	269	10	to	to	PART
iassist-1128	269	11	change	change	VERB
iassist-1128	269	12	’	'	PUNCT
iassist-1128	269	13	.	.	PUNCT
iassist-1128	270	1	gartner	gartner	PROPN
iassist-1128	270	2	.	.	PUNCT
iassist-1128	271	1	(	(	PUNCT
iassist-1128	271	2	available	available	ADJ
iassist-1128	271	3	at	at	ADP
iassist-1128	271	4	https://www.gartner.com/document/4276799	https://www.gartner.com/document/4276799	NOUN
iassist-1128	271	5	)	)	PUNCT
iassist-1128	271	6	jaakkola	jaakkola	PROPN
iassist-1128	271	7	,	,	PUNCT
iassist-1128	271	8	e.	e.	PROPN
iassist-1128	271	9	(	(	PUNCT
iassist-1128	271	10	2020	2020	NUM
iassist-1128	271	11	)	)	PUNCT
iassist-1128	271	12	.	.	PUNCT
iassist-1128	272	1	designing	design	VERB
iassist-1128	272	2	conceptual	conceptual	ADJ
iassist-1128	272	3	articles	article	NOUN
iassist-1128	272	4	:	:	PUNCT
iassist-1128	272	5	four	four	NUM
iassist-1128	272	6	approaches	approach	NOUN
iassist-1128	272	7	.	.	PUNCT
iassist-1128	273	1	ams	am	NOUN
iassist-1128	273	2	review	review	PROPN
iassist-1128	273	3	,	,	PUNCT
iassist-1128	273	4	10	10	NUM
iassist-1128	273	5	,	,	PUNCT
iassist-1128	273	6	pp	pp	ADJ
iassist-1128	273	7	.	.	PUNCT
iassist-1128	274	1	18	18	NUM
iassist-1128	274	2	-	-	SYM
iassist-1128	274	3	26	26	NUM
iassist-1128	274	4	.	.	PUNCT
iassist-1128	275	1	https://doi.org/10.1007/s13162-020-00161-0	https://doi.org/10.1007/s13162-020-00161-0	PROPN
iassist-1128	275	2	judah	judah	PROPN
iassist-1128	275	3	,	,	PUNCT
iassist-1128	275	4	s.	s.	PROPN
iassist-1128	275	5	(	(	PUNCT
iassist-1128	275	6	2023	2023	NUM
iassist-1128	275	7	)	)	PUNCT
iassist-1128	275	8	.	.	PUNCT
iassist-1128	276	1	‘	'	PUNCT
iassist-1128	276	2	2024	2024	NUM
iassist-1128	276	3	strategic	strategic	ADJ
iassist-1128	276	4	roadmap	roadmap	NOUN
iassist-1128	276	5	for	for	ADP
iassist-1128	276	6	data	datum	NOUN
iassist-1128	276	7	and	and	CCONJ
iassist-1128	276	8	analytics	analytic	NOUN
iassist-1128	276	9	governance	governance	NOUN
iassist-1128	276	10	’	'	PUNCT
iassist-1128	276	11	.	.	PUNCT
iassist-1128	277	1	gartner	gartner	PROPN
iassist-1128	277	2	.	.	PUNCT
iassist-1128	278	1	(	(	PUNCT
iassist-1128	278	2	available	available	ADJ
iassist-1128	278	3	at	at	ADP
iassist-1128	278	4	https://www.gartner.com/document/5028631?ref=solrall&refval=413150173	https://www.gartner.com/document/5028631?ref=solrall&refval=413150173	PROPN
iassist-1128	278	5	&	&	CCONJ
iassist-1128	278	6	)	)	PUNCT
iassist-1128	278	7	gartner	gartner	PROPN
iassist-1128	278	8	is	be	AUX
iassist-1128	278	9	a	a	DET
iassist-1128	278	10	trademark	trademark	NOUN
iassist-1128	278	11	of	of	ADP
iassist-1128	278	12	gartner	gartner	PROPN
iassist-1128	278	13	inc	inc	PROPN
iassist-1128	278	14	.	.	PROPN
iassist-1128	278	15	and/or	and/or	CCONJ
iassist-1128	278	16	its	its	PRON
iassist-1128	278	17	affiliates	affiliate	NOUN
iassist-1128	278	18	.	.	PUNCT
iassist-1128	279	1	the	the	DET
iassist-1128	279	2	national	national	PROPN
iassist-1128	279	3	library	library	NOUN
iassist-1128	279	4	of	of	ADP
iassist-1128	279	5	medicine	medicine	NOUN
iassist-1128	279	6	.	.	PUNCT
iassist-1128	280	1	(	(	PUNCT
iassist-1128	280	2	2022	2022	NUM
iassist-1128	280	3	)	)	PUNCT
iassist-1128	280	4	’	'	PUNCT
iassist-1128	280	5	research	research	NOUN
iassist-1128	280	6	data	datum	NOUN
iassist-1128	280	7	management	management	NOUN
iassist-1128	280	8	’	'	PUNCT
iassist-1128	280	9	.	.	PUNCT
iassist-1128	281	1	national	national	PROPN
iassist-1128	281	2	library	library	NOUN
iassist-1128	281	3	of	of	ADP
iassist-1128	281	4	medicine	medicine	NOUN
iassist-1128	281	5	.	.	PUNCT
iassist-1128	282	1	https://www.nnlm.gov/guides/data-glossary/research-data-management	https://www.nnlm.gov/guides/data-glossary/research-data-management	PROPN
iassist-1128	282	2	.	.	PUNCT
iassist-1128	282	3	perrier	perrier	PROPN
iassist-1128	282	4	,	,	PUNCT
iassist-1128	282	5	l.	l.	PROPN
iassist-1128	282	6	&	&	CCONJ
iassist-1128	282	7	barnes	barnes	PROPN
iassist-1128	282	8	,	,	PUNCT
iassist-1128	282	9	l.	l.	PROPN
iassist-1128	282	10	(	(	PUNCT
iassist-1128	282	11	2018	2018	NUM
iassist-1128	282	12	)	)	PUNCT
iassist-1128	282	13	.	.	PUNCT
iassist-1128	283	1	developing	develop	VERB
iassist-1128	283	2	research	research	NOUN
iassist-1128	283	3	data	data	NOUN
iassist-1128	283	4	management	management	NOUN
iassist-1128	283	5	services	service	NOUN
iassist-1128	283	6	and	and	CCONJ
iassist-1128	283	7	support	support	NOUN
iassist-1128	283	8	for	for	ADP
iassist-1128	283	9	researchers	researcher	NOUN
iassist-1128	283	10	:	:	PUNCT
iassist-1128	283	11	a	a	DET
iassist-1128	283	12	mixed	mixed	ADJ
iassist-1128	283	13	methods	method	NOUN
iassist-1128	283	14	study	study	NOUN
iassist-1128	283	15	.	.	PUNCT
iassist-1128	284	1	partnership	partnership	NOUN
iassist-1128	284	2	:	:	PUNCT
iassist-1128	284	3	the	the	DET
iassist-1128	284	4	canadian	canadian	ADJ
iassist-1128	284	5	journal	journal	NOUN
iassist-1128	284	6	of	of	ADP
iassist-1128	284	7	library	library	NOUN
iassist-1128	284	8	and	and	CCONJ
iassist-1128	284	9	information	information	NOUN
iassist-1128	284	10	practice	practice	NOUN
iassist-1128	284	11	and	and	CCONJ
iassist-1128	284	12	research	research	NOUN
iassist-1128	284	13	,	,	PUNCT
iassist-1128	284	14	13(1	13(1	NUM
iassist-1128	284	15	)	)	PUNCT
iassist-1128	284	16	.	.	PUNCT
iassist-1128	285	1	https://doi.org/10.21083/partnership.v13i1.4115	https://doi.org/10.21083/partnership.v13i1.4115	X
iassist-1128	285	2	rama	rama	PROPN
iassist-1128	285	3	,	,	PUNCT
iassist-1128	285	4	d.	d.	PROPN
iassist-1128	285	5	(	(	PUNCT
iassist-1128	285	6	2013	2013	NUM
iassist-1128	285	7	)	)	PUNCT
iassist-1128	285	8	.	.	PUNCT
iassist-1128	285	9	’	'	PUNCT
iassist-1128	286	1	adaptive	adaptive	ADJ
iassist-1128	286	2	data	datum	NOUN
iassist-1128	286	3	governance	governance	NOUN
iassist-1128	286	4	:	:	PUNCT
iassist-1128	286	5	the	the	DET
iassist-1128	286	6	at	at	ADP
iassist-1128	286	7	-	-	PUNCT
iassist-1128	286	8	ease	ease	NOUN
iassist-1128	286	9	change	change	NOUN
iassist-1128	286	10	management	management	NOUN
iassist-1128	286	11	approach	approach	NOUN
iassist-1128	286	12	’	'	PUNCT
iassist-1128	286	13	.	.	PUNCT
iassist-1128	287	1	gartner	gartner	PROPN
iassist-1128	287	2	.	.	PUNCT
iassist-1128	288	1	pp.164–189	pp.164–189	PROPN
iassist-1128	288	2	.	.	PUNCT
iassist-1128	289	1	https://doi.org/10.1201/b15034-12	https://doi.org/10.1201/b15034-12	PROPN
iassist-1128	289	2	.	.	PUNCT
iassist-1128	290	1	rans	ran	NOUN
iassist-1128	290	2	,	,	PUNCT
iassist-1128	290	3	j.	j.	PROPN
iassist-1128	290	4	&	&	CCONJ
iassist-1128	290	5	whyte	whyte	PROPN
iassist-1128	290	6	,	,	PUNCT
iassist-1128	290	7	a.	a.	NOUN
iassist-1128	290	8	(	(	PUNCT
iassist-1128	290	9	2017	2017	NUM
iassist-1128	290	10	)	)	PUNCT
iassist-1128	290	11	.	.	PUNCT
iassist-1128	291	1	‘	'	PUNCT
iassist-1128	291	2	using	use	VERB
iassist-1128	291	3	rise	rise	NOUN
iassist-1128	291	4	,	,	PUNCT
iassist-1128	291	5	the	the	DET
iassist-1128	291	6	research	research	NOUN
iassist-1128	291	7	infrastructure	infrastructure	NOUN
iassist-1128	291	8	self	self	NOUN
iassist-1128	291	9	-	-	PUNCT
iassist-1128	291	10	evaluation	evaluation	NOUN
iassist-1128	291	11	framework	framework	NOUN
iassist-1128	291	12	’	'	PUNCT
iassist-1128	291	13	v.1.1	v.1.1	PROPN
iassist-1128	291	14	edinburgh	edinburgh	NOUN
iassist-1128	291	15	:	:	PUNCT
iassist-1128	291	16	digital	digital	ADJ
iassist-1128	291	17	curation	curation	NOUN
iassist-1128	291	18	centre	centre	NOUN
iassist-1128	291	19	.	.	PUNCT
iassist-1128	292	1	available	available	ADJ
iassist-1128	292	2	online	online	ADV
iassist-1128	292	3	:	:	PUNCT
iassist-1128	292	4	www.dcc.ac.uk/guidance/how-guides	www.dcc.ac.uk/guidance/how-guide	NOUN
iassist-1128	292	5	reichmann	reichmann	NOUN
iassist-1128	292	6	,	,	PUNCT
iassist-1128	292	7	s.	s.	PROPN
iassist-1128	292	8	,	,	PUNCT
iassist-1128	292	9	klebel	klebel	PROPN
iassist-1128	292	10	,	,	PUNCT
iassist-1128	292	11	t.	t.	PROPN
iassist-1128	292	12	,	,	PUNCT
iassist-1128	292	13	ilire	ilire	PROPN
iassist-1128	292	14	hasani	hasani	PROPN
iassist-1128	292	15	-	-	PUNCT
iassist-1128	292	16	mavriqi	mavriqi	PROPN
iassist-1128	292	17	and	and	CCONJ
iassist-1128	292	18	ross	ross	PROPN
iassist-1128	292	19	-	-	PROPN
iassist-1128	292	20	hellauer	hellauer	PROPN
iassist-1128	292	21	,	,	PUNCT
iassist-1128	292	22	t.	t.	PROPN
iassist-1128	292	23	(	(	PUNCT
iassist-1128	292	24	2020	2020	NUM
iassist-1128	292	25	)	)	PUNCT
iassist-1128	292	26	.	.	PUNCT
iassist-1128	293	1	‘	'	PUNCT
iassist-1128	293	2	between	between	ADP
iassist-1128	293	3	administration	administration	NOUN
iassist-1128	293	4	and	and	CCONJ
iassist-1128	293	5	research	research	NOUN
iassist-1128	293	6	understanding	understand	VERB
iassist-1128	293	7	data	data	NOUN
iassist-1128	293	8	management	management	NOUN
iassist-1128	293	9	practices	practice	NOUN
iassist-1128	293	10	in	in	ADP
iassist-1128	293	11	a	a	DET
iassist-1128	293	12	mid	mid	ADJ
iassist-1128	293	13	-	-	ADJ
iassist-1128	293	14	sized	sized	ADJ
iassist-1128	293	15	technical	technical	ADJ
iassist-1128	293	16	university	university	NOUN
iassist-1128	293	17	’	'	PUNCT
iassist-1128	293	18	.	.	PUNCT
iassist-1128	294	1	socarxiv	socarxiv	NOUN
iassist-1128	294	2	(	(	PUNCT
iassist-1128	294	3	osf	osf	PROPN
iassist-1128	294	4	preprints	preprint	NOUN
iassist-1128	294	5	)	)	PUNCT
iassist-1128	294	6	.	.	PUNCT
iassist-1128	295	1	https://doi.org/10.31235/osf.io/75ac6	https://doi.org/10.31235/osf.io/75ac6	PROPN
iassist-1128	295	2	sheikh	sheikh	PROPN
iassist-1128	295	3	,	,	PUNCT
iassist-1128	295	4	a.	a.	PROPN
iassist-1128	295	5	,	,	PUNCT
iassist-1128	295	6	malik	malik	PROPN
iassist-1128	295	7	,	,	PUNCT
iassist-1128	295	8	a.	a.	PROPN
iassist-1128	295	9	,	,	PUNCT
iassist-1128	295	10	&	&	CCONJ
iassist-1128	295	11	adnan	adnan	PROPN
iassist-1128	295	12	,	,	PUNCT
iassist-1128	295	13	r.	r.	PROPN
iassist-1128	295	14	(	(	PUNCT
iassist-1128	295	15	2023	2023	NUM
iassist-1128	295	16	)	)	PUNCT
iassist-1128	295	17	.	.	PUNCT
iassist-1128	296	1	‘	'	PUNCT
iassist-1128	296	2	evolution	evolution	NOUN
iassist-1128	296	3	of	of	ADP
iassist-1128	296	4	research	research	NOUN
iassist-1128	296	5	data	datum	NOUN
iassist-1128	296	6	management	management	NOUN
iassist-1128	296	7	in	in	ADP
iassist-1128	296	8	academic	academic	ADJ
iassist-1128	296	9	libraries	library	NOUN
iassist-1128	296	10	:	:	PUNCT
iassist-1128	296	11	a	a	DET
iassist-1128	296	12	review	review	NOUN
iassist-1128	296	13	of	of	ADP
iassist-1128	296	14	the	the	DET
iassist-1128	296	15	literature	literature	NOUN
iassist-1128	296	16	’	'	PUNCT
iassist-1128	296	17	.	.	PUNCT
iassist-1128	297	1	information	information	NOUN
iassist-1128	297	2	development	development	NOUN
iassist-1128	297	3	.	.	PUNCT
iassist-1128	298	1	https://doi.org/10.1177/02666669231157405	https://doi.org/10.1177/02666669231157405	PROPN
iassist-1128	298	2	university	university	PROPN
iassist-1128	298	3	of	of	ADP
iassist-1128	298	4	utah	utah	PROPN
iassist-1128	298	5	|	|	PROPN
iassist-1128	298	6	university	university	NOUN
iassist-1128	298	7	analytics	analytic	NOUN
iassist-1128	298	8	and	and	CCONJ
iassist-1128	298	9	institutional	institutional	ADJ
iassist-1128	298	10	reporting	reporting	NOUN
iassist-1128	298	11	.	.	PUNCT
iassist-1128	299	1	(	(	PUNCT
iassist-1128	299	2	2024	2024	NUM
iassist-1128	299	3	)	)	PUNCT
iassist-1128	299	4	.	.	PUNCT
iassist-1128	300	1	fast	fast	ADJ
iassist-1128	300	2	facts	fact	NOUN
iassist-1128	300	3	2024	2024	NUM
iassist-1128	301	1	[	[	X
iassist-1128	301	2	infographic	infographic	ADJ
iassist-1128	301	3	]	]	X
iassist-1128	301	4	.	.	PUNCT
iassist-1128	302	1	data.utah.edu	data.utah.edu	PROPN
iassist-1128	302	2	.	.	PUNCT
iassist-1128	303	1	https://data.utah.edu/wpcontent/uploads/sites/61/2024/11/fast-facts-2024-final-11.5.24.pdf	https://data.utah.edu/wpcontent/uploads/sites/61/2024/11/fast-facts-2024-final-11.5.24.pdf	PROPN
iassist-1128	303	2	12/12	12/12	NUM
iassist-1128	303	3	golden	golden	ADJ
iassist-1128	303	4	,	,	PUNCT
iassist-1128	303	5	madison	madison	PROPN
iassist-1128	303	6	(	(	PUNCT
iassist-1128	303	7	2025	2025	NUM
iassist-1128	303	8	)	)	PUNCT
iassist-1128	303	9	adaptive	adaptive	ADJ
iassist-1128	303	10	data	datum	NOUN
iassist-1128	303	11	governance	governance	NOUN
iassist-1128	303	12	for	for	ADP
iassist-1128	303	13	research	research	NOUN
iassist-1128	303	14	data	datum	NOUN
iassist-1128	303	15	management	management	NOUN
iassist-1128	303	16	,	,	PUNCT
iassist-1128	303	17	iassist	iassist	VERB
iassist-1128	303	18	quarterly	quarterly	ADJ
iassist-1128	303	19	49(1	49(1	NOUN
iassist-1128	303	20	)	)	PUNCT
iassist-1128	303	21	,	,	PUNCT
iassist-1128	303	22	pp	pp	ADP
iassist-1128	303	23	.	.	PUNCT
iassist-1128	304	1	1	1	NUM
iassist-1128	304	2	-	-	SYM
iassist-1128	304	3	12	12	NUM
iassist-1128	304	4	.	.	PUNCT
iassist-1128	305	1	doi	doi	NOUN
iassist-1128	305	2	:	:	PUNCT
iassist-1128	305	3	https://doi.org/10.29173/iq1128	https://doi.org/10.29173/iq1128	X
iassist-1128	305	4	endnotes	endnote	VERB
iassist-1128	305	5	1	1	NUM
iassist-1128	305	6	madison	madison	NOUN
iassist-1128	305	7	golden	golden	ADJ
iassist-1128	305	8	,	,	PUNCT
iassist-1128	305	9	assistant	assistant	PROPN
iassist-1128	305	10	research	research	NOUN
iassist-1128	305	11	data	datum	NOUN
iassist-1128	305	12	librarian	librarian	NOUN
iassist-1128	305	13	,	,	PUNCT
iassist-1128	305	14	university	university	PROPN
iassist-1128	305	15	of	of	ADP
iassist-1128	305	16	utah	utah	PROPN
iassist-1128	305	17	.	.	PUNCT
iassist-1128	306	1	madison.golden@utah.edu	madison.golden@utah.edu	X
iassist-1128	306	2	https://orcid.org/0009-0004-4993-3503	https://orcid.org/0009-0004-4993-3503	NOUN