id	sid	tid	token	lemma	pos
easat-6498	1	1	edelweiss	edelweiss	PROPN
easat-6498	1	2	applied	apply	VERB
easat-6498	1	3	science	science	NOUN
easat-6498	1	4	and	and	CCONJ
easat-6498	1	5	technology	technology	NOUN
easat-6498	1	6	issn	issn	PROPN
easat-6498	1	7	:	:	PUNCT
easat-6498	1	8	2576	2576	NUM
easat-6498	1	9	-	-	SYM
easat-6498	1	10	8484	8484	NUM
easat-6498	1	11	vol	vol	NOUN
easat-6498	1	12	.	.	PROPN
easat-6498	2	1	9	9	NUM
easat-6498	2	2	,	,	PUNCT
easat-6498	2	3	no	no	INTJ
easat-6498	2	4	.	.	NOUN
easat-6498	2	5	4	4	NUM
easat-6498	2	6	,	,	PUNCT
easat-6498	2	7	2109	2109	NUM
easat-6498	2	8	-	-	SYM
easat-6498	2	9	2128	2128	NUM
easat-6498	2	10	2025	2025	NUM
easat-6498	2	11	publisher	publisher	NOUN
easat-6498	2	12	:	:	PUNCT
easat-6498	2	13	learning	learn	VERB
easat-6498	2	14	gate	gate	NOUN
easat-6498	2	15	doi	doi	PROPN
easat-6498	2	16	:	:	PUNCT
easat-6498	2	17	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	2	18	©	©	PROPN
easat-6498	2	19	2025	2025	NUM
easat-6498	2	20	by	by	ADP
easat-6498	2	21	the	the	DET
easat-6498	2	22	authors	author	NOUN
easat-6498	2	23	;	;	PUNCT
easat-6498	2	24	licensee	licensee	PROPN
easat-6498	2	25	learning	learning	NOUN
easat-6498	2	26	gate	gate	NOUN
easat-6498	3	1	©	©	PROPN
easat-6498	3	2	2025	2025	NUM
easat-6498	3	3	by	by	ADP
easat-6498	3	4	the	the	DET
easat-6498	3	5	authors	author	NOUN
easat-6498	3	6	;	;	PUNCT
easat-6498	3	7	licensee	licensee	PROPN
easat-6498	3	8	learning	learning	NOUN
easat-6498	3	9	gate	gate	NOUN
easat-6498	3	10	history	history	NOUN
easat-6498	3	11	:	:	PUNCT
easat-6498	3	12	received	receive	VERB
easat-6498	3	13	:	:	PUNCT
easat-6498	3	14	27	27	NUM
easat-6498	3	15	february	february	NOUN
easat-6498	3	16	2025	2025	NUM
easat-6498	3	17	;	;	PUNCT
easat-6498	3	18	revised	revise	VERB
easat-6498	3	19	:	:	PUNCT
easat-6498	3	20	10	10	NUM
easat-6498	3	21	april	april	PROPN
easat-6498	3	22	2025	2025	NUM
easat-6498	3	23	;	;	PUNCT
easat-6498	3	24	accepted	accept	VERB
easat-6498	3	25	:	:	PUNCT
easat-6498	3	26	14	14	NUM
easat-6498	3	27	april	april	PROPN
easat-6498	3	28	2025	2025	NUM
easat-6498	3	29	;	;	PUNCT
easat-6498	3	30	published	publish	VERB
easat-6498	3	31	:	:	PUNCT
easat-6498	3	32	23	23	NUM
easat-6498	3	33	april	april	PROPN
easat-6498	3	34	2025	2025	NUM
easat-6498	3	35	*	*	PUNCT
easat-6498	3	36	correspondence	correspondence	NOUN
easat-6498	3	37	:	:	PUNCT
easat-6498	3	38	dzintra.ilisko@du.lv	dzintra.ilisko@du.lv	NOUN
easat-6498	3	39	ai	ai	ADJ
easat-6498	3	40	-	-	PUNCT
easat-6498	3	41	driven	drive	VERB
easat-6498	3	42	innovation	innovation	NOUN
easat-6498	3	43	in	in	ADP
easat-6498	3	44	educational	educational	ADJ
easat-6498	3	45	management	management	NOUN
easat-6498	3	46	:	:	PUNCT
easat-6498	3	47	a	a	DET
easat-6498	3	48	multi	multi	ADJ
easat-6498	3	49	-	-	ADJ
easat-6498	3	50	case	case	ADJ
easat-6498	3	51	study	study	NOUN
easat-6498	3	52	of	of	ADP
easat-6498	3	53	chinese	chinese	ADJ
easat-6498	3	54	higher	high	ADJ
easat-6498	3	55	education	education	NOUN
easat-6498	3	56	institutions	institution	NOUN
easat-6498	3	57	wei	wei	PROPN
easat-6498	3	58	zhang1	zhang1	PROPN
easat-6498	3	59	,	,	PUNCT
easat-6498	3	60	dzintra	dzintra	PROPN
easat-6498	3	61	.	.	PUNCT
easat-6498	4	1	ilisko2	ilisko2	PROPN
easat-6498	4	2	*	*	PROPN
easat-6498	4	3	1,2daugavpils	1,2daugavpils	NUM
easat-6498	4	4	university	university	NOUN
easat-6498	4	5	.	.	PUNCT
easat-6498	5	1	latvia	latvia	PROPN
easat-6498	5	2	;	;	PUNCT
easat-6498	5	3	annazhangwei@outlook.com	annazhangwei@outlook.com	X
easat-6498	5	4	(	(	PUNCT
easat-6498	5	5	w.z	w.z	PROPN
easat-6498	5	6	.	.	PUNCT
easat-6498	5	7	)	)	PUNCT
easat-6498	5	8	dzintra.ilisko@du.lv	dzintra.ilisko@du.lv	NOUN
easat-6498	5	9	(	(	PUNCT
easat-6498	5	10	d.i	d.i	PROPN
easat-6498	5	11	.	.	PROPN
easat-6498	5	12	)	)	PUNCT
easat-6498	5	13	.	.	PUNCT
easat-6498	6	1	abstract	abstract	ADV
easat-6498	6	2	:	:	PUNCT
easat-6498	6	3	this	this	DET
easat-6498	6	4	study	study	NOUN
easat-6498	6	5	examines	examine	VERB
easat-6498	6	6	the	the	DET
easat-6498	6	7	implementation	implementation	NOUN
easat-6498	6	8	and	and	CCONJ
easat-6498	6	9	impacts	impact	NOUN
easat-6498	6	10	of	of	ADP
easat-6498	6	11	ai	ai	ADJ
easat-6498	6	12	-	-	PUNCT
easat-6498	6	13	driven	drive	VERB
easat-6498	6	14	innovations	innovation	NOUN
easat-6498	6	15	in	in	ADP
easat-6498	6	16	chinese	chinese	ADJ
easat-6498	6	17	higher	high	ADJ
easat-6498	6	18	education	education	NOUN
easat-6498	6	19	management	management	NOUN
easat-6498	6	20	,	,	PUNCT
easat-6498	6	21	focusing	focus	VERB
easat-6498	6	22	on	on	ADP
easat-6498	6	23	how	how	SCONJ
easat-6498	6	24	technological	technological	ADJ
easat-6498	6	25	readiness	readiness	NOUN
easat-6498	6	26	and	and	CCONJ
easat-6498	6	27	organizational	organizational	ADJ
easat-6498	6	28	learning	learning	NOUN
easat-6498	6	29	capacity	capacity	NOUN
easat-6498	6	30	affect	affect	VERB
easat-6498	6	31	implementation	implementation	NOUN
easat-6498	6	32	outcomes	outcome	NOUN
easat-6498	6	33	.	.	PUNCT
easat-6498	7	1	a	a	DET
easat-6498	7	2	multi	multi	ADJ
easat-6498	7	3	-	-	ADJ
easat-6498	7	4	case	case	NOUN
easat-6498	7	5	analysis	analysis	NOUN
easat-6498	7	6	of	of	ADP
easat-6498	7	7	35	35	NUM
easat-6498	7	8	higher	high	ADJ
easat-6498	7	9	education	education	NOUN
easat-6498	7	10	institutions	institution	NOUN
easat-6498	7	11	in	in	ADP
easat-6498	7	12	the	the	DET
easat-6498	7	13	yangtze	yangtze	PROPN
easat-6498	7	14	river	river	PROPN
easat-6498	7	15	delta	delta	PROPN
easat-6498	7	16	region	region	NOUN
easat-6498	7	17	utilizes	utilize	VERB
easat-6498	7	18	data	datum	NOUN
easat-6498	7	19	from	from	ADP
easat-6498	7	20	847	847	NUM
easat-6498	7	21	survey	survey	NOUN
easat-6498	7	22	responses	response	NOUN
easat-6498	7	23	from	from	ADP
easat-6498	7	24	administrators	administrator	NOUN
easat-6498	7	25	,	,	PUNCT
easat-6498	7	26	faculty	faculty	NOUN
easat-6498	7	27	,	,	PUNCT
easat-6498	7	28	and	and	CCONJ
easat-6498	7	29	students	student	NOUN
easat-6498	7	30	.	.	PUNCT
easat-6498	8	1	results	result	NOUN
easat-6498	8	2	reveal	reveal	VERB
easat-6498	8	3	an	an	DET
easat-6498	8	4	asymmetry	asymmetry	NOUN
easat-6498	8	5	between	between	ADP
easat-6498	8	6	technological	technological	ADJ
easat-6498	8	7	readiness	readiness	NOUN
easat-6498	8	8	(	(	PUNCT
easat-6498	8	9	β	β	X
easat-6498	8	10	=	=	NUM
easat-6498	8	11	0.341	0.341	NUM
easat-6498	8	12	,	,	PUNCT
easat-6498	8	13	p	p	X
easat-6498	8	14	<	<	X
easat-6498	8	15	0.01	0.01	NUM
easat-6498	8	16	)	)	PUNCT
easat-6498	8	17	and	and	CCONJ
easat-6498	8	18	organizational	organizational	ADJ
easat-6498	8	19	learning	learning	NOUN
easat-6498	8	20	capacity	capacity	NOUN
easat-6498	8	21	(	(	PUNCT
easat-6498	8	22	β	β	X
easat-6498	8	23	=	=	PUNCT
easat-6498	8	24	0.254	0.254	NUM
easat-6498	8	25	,	,	PUNCT
easat-6498	8	26	p	p	X
easat-6498	8	27	<	<	X
easat-6498	8	28	0.01	0.01	NUM
easat-6498	8	29	)	)	PUNCT
easat-6498	8	30	on	on	ADP
easat-6498	8	31	implementation	implementation	NOUN
easat-6498	8	32	success	success	NOUN
easat-6498	8	33	.	.	PUNCT
easat-6498	9	1	threshold	threshold	NOUN
easat-6498	9	2	effects	effect	NOUN
easat-6498	9	3	were	be	AUX
easat-6498	9	4	identified	identify	VERB
easat-6498	9	5	for	for	ADP
easat-6498	9	6	both	both	DET
easat-6498	9	7	dimensions	dimension	NOUN
easat-6498	9	8	,	,	PUNCT
easat-6498	9	9	with	with	ADP
easat-6498	9	10	medium	medium	ADJ
easat-6498	9	11	-	-	PUNCT
easat-6498	9	12	scale	scale	NOUN
easat-6498	9	13	institutions	institution	NOUN
easat-6498	9	14	showing	show	VERB
easat-6498	9	15	optimal	optimal	ADJ
easat-6498	9	16	implementation	implementation	NOUN
easat-6498	9	17	performance	performance	NOUN
easat-6498	9	18	.	.	PUNCT
easat-6498	10	1	temporal	temporal	ADJ
easat-6498	10	2	analyses	analysis	NOUN
easat-6498	10	3	indicate	indicate	VERB
easat-6498	10	4	that	that	SCONJ
easat-6498	10	5	while	while	SCONJ
easat-6498	10	6	technological	technological	ADJ
easat-6498	10	7	readiness	readiness	NOUN
easat-6498	10	8	yields	yield	VERB
easat-6498	10	9	immediate	immediate	ADJ
easat-6498	10	10	benefits	benefit	NOUN
easat-6498	10	11	,	,	PUNCT
easat-6498	10	12	organizational	organizational	ADJ
easat-6498	10	13	learning	learning	NOUN
easat-6498	10	14	capacity	capacity	NOUN
easat-6498	10	15	delivers	deliver	VERB
easat-6498	10	16	stronger	strong	ADJ
easat-6498	10	17	long	long	ADJ
easat-6498	10	18	-	-	PUNCT
easat-6498	10	19	term	term	NOUN
easat-6498	10	20	effects	effect	NOUN
easat-6498	10	21	.	.	PUNCT
easat-6498	11	1	institutions	institution	NOUN
easat-6498	11	2	should	should	AUX
easat-6498	11	3	adopt	adopt	VERB
easat-6498	11	4	a	a	DET
easat-6498	11	5	sequenced	sequence	VERB
easat-6498	11	6	approach	approach	NOUN
easat-6498	11	7	to	to	ADP
easat-6498	11	8	ai	ai	VERB
easat-6498	11	9	implementation	implementation	NOUN
easat-6498	11	10	,	,	PUNCT
easat-6498	11	11	prioritizing	prioritize	VERB
easat-6498	11	12	technological	technological	ADJ
easat-6498	11	13	infrastructure	infrastructure	NOUN
easat-6498	11	14	before	before	ADP
easat-6498	11	15	organizational	organizational	ADJ
easat-6498	11	16	capability	capability	NOUN
easat-6498	11	17	building	building	NOUN
easat-6498	11	18	,	,	PUNCT
easat-6498	11	19	with	with	ADP
easat-6498	11	20	formal	formal	ADJ
easat-6498	11	21	knowledge	knowledge	NOUN
easat-6498	11	22	management	management	NOUN
easat-6498	11	23	systems	system	NOUN
easat-6498	11	24	significantly	significantly	ADV
easat-6498	11	25	enhancing	enhance	VERB
easat-6498	11	26	success	success	NOUN
easat-6498	11	27	rates	rate	NOUN
easat-6498	11	28	.	.	PUNCT
easat-6498	12	1	successful	successful	ADJ
easat-6498	12	2	ai	ai	VERB
easat-6498	12	3	implementation	implementation	NOUN
easat-6498	12	4	in	in	ADP
easat-6498	12	5	educational	educational	ADJ
easat-6498	12	6	management	management	NOUN
easat-6498	12	7	requires	require	VERB
easat-6498	12	8	balancing	balance	VERB
easat-6498	12	9	technical	technical	ADJ
easat-6498	12	10	infrastructure	infrastructure	NOUN
easat-6498	12	11	with	with	ADP
easat-6498	12	12	organizational	organizational	ADJ
easat-6498	12	13	learning	learning	NOUN
easat-6498	12	14	capabilities	capability	NOUN
easat-6498	12	15	,	,	PUNCT
easat-6498	12	16	recognizing	recognize	VERB
easat-6498	12	17	threshold	threshold	NOUN
easat-6498	12	18	effects	effect	NOUN
easat-6498	12	19	and	and	CCONJ
easat-6498	12	20	institutional	institutional	ADJ
easat-6498	12	21	context	context	NOUN
easat-6498	12	22	variations	variation	NOUN
easat-6498	12	23	that	that	PRON
easat-6498	12	24	inform	inform	VERB
easat-6498	12	25	both	both	DET
easat-6498	12	26	theoretical	theoretical	ADJ
easat-6498	12	27	frameworks	framework	NOUN
easat-6498	12	28	and	and	CCONJ
easat-6498	12	29	practical	practical	ADJ
easat-6498	12	30	implementation	implementation	NOUN
easat-6498	12	31	strategies	strategy	NOUN
easat-6498	12	32	.	.	PUNCT
easat-6498	13	1	keywords	keyword	NOUN
easat-6498	13	2	:	:	PUNCT
easat-6498	13	3	artificial	artificial	ADJ
easat-6498	13	4	intelligence	intelligence	NOUN
easat-6498	13	5	,	,	PUNCT
easat-6498	13	6	educational	educational	ADJ
easat-6498	13	7	management	management	NOUN
easat-6498	13	8	,	,	PUNCT
easat-6498	13	9	higher	high	ADJ
easat-6498	13	10	education	education	NOUN
easat-6498	13	11	,	,	PUNCT
easat-6498	13	12	organizational	organizational	ADJ
easat-6498	13	13	learning	learning	NOUN
easat-6498	13	14	,	,	PUNCT
easat-6498	13	15	technology	technology	NOUN
easat-6498	13	16	implementation	implementation	NOUN
easat-6498	13	17	.	.	PUNCT
easat-6498	14	1	1	1	X
easat-6498	14	2	.	.	X
easat-6498	14	3	introduction	introduction	NOUN
easat-6498	14	4	1.1	1.1	NUM
easat-6498	14	5	.	.	PUNCT
easat-6498	15	1	research	research	NOUN
easat-6498	15	2	background	background	NOUN
easat-6498	15	3	and	and	CCONJ
easat-6498	15	4	significance	significance	NOUN
easat-6498	15	5	in	in	ADP
easat-6498	15	6	this	this	DET
easat-6498	15	7	regard	regard	NOUN
easat-6498	15	8	,	,	PUNCT
easat-6498	15	9	the	the	DET
easat-6498	15	10	rapid	rapid	ADJ
easat-6498	15	11	evolution	evolution	NOUN
easat-6498	15	12	of	of	ADP
easat-6498	15	13	ai	ai	AUX
easat-6498	15	14	fundamentally	fundamentally	ADV
easat-6498	15	15	changed	change	VERB
easat-6498	15	16	the	the	DET
easat-6498	15	17	boundaries	boundary	NOUN
easat-6498	15	18	of	of	ADP
easat-6498	15	19	educational	educational	ADJ
easat-6498	15	20	management	management	NOUN
easat-6498	15	21	in	in	ADP
easat-6498	15	22	higher	high	ADJ
easat-6498	15	23	education	education	NOUN
easat-6498	15	24	.	.	PUNCT
easat-6498	16	1	the	the	DET
easat-6498	16	2	transformation	transformation	NOUN
easat-6498	16	3	does	do	AUX
easat-6498	16	4	not	not	PART
easat-6498	16	5	deal	deal	VERB
easat-6498	16	6	with	with	ADP
easat-6498	16	7	a	a	DET
easat-6498	16	8	mere	mere	ADJ
easat-6498	16	9	technological	technological	ADJ
easat-6498	16	10	shift	shift	NOUN
easat-6498	16	11	but	but	CCONJ
easat-6498	16	12	rather	rather	ADV
easat-6498	16	13	a	a	DET
easat-6498	16	14	paradigmatic	paradigmatic	ADJ
easat-6498	16	15	adjustment	adjustment	NOUN
easat-6498	16	16	in	in	ADP
easat-6498	16	17	the	the	DET
easat-6498	16	18	way	way	NOUN
easat-6498	16	19	the	the	DET
easat-6498	16	20	management	management	NOUN
easat-6498	16	21	functions	function	NOUN
easat-6498	16	22	of	of	ADP
easat-6498	16	23	the	the	DET
easat-6498	16	24	educational	educational	ADJ
easat-6498	16	25	institutions	institution	NOUN
easat-6498	16	26	are	be	AUX
easat-6498	16	27	conceptualized	conceptualize	VERB
easat-6498	16	28	and	and	CCONJ
easat-6498	16	29	then	then	ADV
easat-6498	16	30	carried	carry	VERB
easat-6498	16	31	on	on	ADP
easat-6498	16	32	.	.	PUNCT
easat-6498	17	1	in	in	ADP
easat-6498	17	2	this	this	DET
easat-6498	17	3	paper	paper	NOUN
easat-6498	17	4	,	,	PUNCT
easat-6498	17	5	therefore	therefore	ADV
easat-6498	17	6	,	,	PUNCT
easat-6498	17	7	ai	ai	ADJ
easat-6498	17	8	-	-	PUNCT
easat-6498	17	9	driven	drive	VERB
easat-6498	17	10	innovation	innovation	NOUN
easat-6498	17	11	comes	come	VERB
easat-6498	17	12	out	out	ADP
easat-6498	17	13	as	as	ADP
easat-6498	17	14	a	a	DET
easat-6498	17	15	critical	critical	ADJ
easat-6498	17	16	tool	tool	NOUN
easat-6498	17	17	to	to	PART
easat-6498	17	18	help	help	VERB
easat-6498	17	19	tackle	tackle	VERB
easat-6498	17	20	complex	complex	ADJ
easat-6498	17	21	administrative	administrative	ADJ
easat-6498	17	22	challenges	challenge	NOUN
easat-6498	17	23	while	while	SCONJ
easat-6498	17	24	,	,	PUNCT
easat-6498	17	25	at	at	ADP
easat-6498	17	26	the	the	DET
easat-6498	17	27	same	same	ADJ
easat-6498	17	28	time	time	NOUN
easat-6498	17	29	,	,	PUNCT
easat-6498	17	30	improving	improve	VERB
easat-6498	17	31	the	the	DET
easat-6498	17	32	effectiveness	effectiveness	NOUN
easat-6498	17	33	of	of	ADP
easat-6498	17	34	institutions	institution	NOUN
easat-6498	17	35	within	within	ADP
easat-6498	17	36	chinese	chinese	ADJ
easat-6498	17	37	higher	high	ADJ
easat-6498	17	38	education	education	NOUN
easat-6498	17	39	.	.	PUNCT
easat-6498	18	1	recent	recent	ADJ
easat-6498	18	2	studies	study	NOUN
easat-6498	18	3	have	have	AUX
easat-6498	18	4	shown	show	VERB
easat-6498	18	5	that	that	SCONJ
easat-6498	18	6	such	such	ADJ
easat-6498	18	7	innovation	innovation	NOUN
easat-6498	18	8	ranges	range	VERB
easat-6498	18	9	from	from	ADP
easat-6498	18	10	basic	basic	ADJ
easat-6498	18	11	automation	automation	NOUN
easat-6498	18	12	of	of	ADP
easat-6498	18	13	routine	routine	ADJ
easat-6498	18	14	tasks	task	NOUN
easat-6498	18	15	to	to	ADP
easat-6498	18	16	sophisticated	sophisticated	ADJ
easat-6498	18	17	applications	application	NOUN
easat-6498	18	18	of	of	ADP
easat-6498	18	19	deep	deep	ADJ
easat-6498	18	20	learning	learning	NOUN
easat-6498	18	21	algorithms	algorithm	NOUN
easat-6498	18	22	,	,	PUNCT
easat-6498	18	23	predictive	predictive	ADJ
easat-6498	18	24	analytics	analytic	NOUN
easat-6498	18	25	,	,	PUNCT
easat-6498	18	26	and	and	CCONJ
easat-6498	18	27	intelligent	intelligent	ADJ
easat-6498	18	28	decision	decision	NOUN
easat-6498	18	29	support	support	NOUN
easat-6498	18	30	systems	system	NOUN
easat-6498	18	31	—	—	PUNCT
easat-6498	18	32	all	all	PRON
easat-6498	18	33	of	of	ADP
easat-6498	18	34	which	which	PRON
easat-6498	18	35	completely	completely	ADV
easat-6498	18	36	reinvent	reinvent	VERB
easat-6498	18	37	the	the	DET
easat-6498	18	38	traditional	traditional	ADJ
easat-6498	18	39	approaches	approach	NOUN
easat-6498	18	40	[	[	X
easat-6498	18	41	1	1	NUM
easat-6498	18	42	]	]	PUNCT
easat-6498	18	43	.	.	PUNCT
easat-6498	19	1	furthermore	furthermore	ADV
easat-6498	19	2	,	,	PUNCT
easat-6498	19	3	li	li	PROPN
easat-6498	19	4	highlights	highlight	NOUN
easat-6498	19	5	that	that	PRON
easat-6498	19	6	ai	ai	VERB
easat-6498	19	7	-	-	PUNCT
easat-6498	19	8	driven	drive	VERB
easat-6498	19	9	innovations	innovation	NOUN
easat-6498	19	10	are	be	AUX
easat-6498	19	11	reshaping	reshape	VERB
easat-6498	19	12	educational	educational	ADJ
easat-6498	19	13	paradigms	paradigm	NOUN
easat-6498	19	14	across	across	ADP
easat-6498	19	15	disciplines	discipline	NOUN
easat-6498	19	16	,	,	PUNCT
easat-6498	19	17	with	with	ADP
easat-6498	19	18	particularly	particularly	ADV
easat-6498	19	19	transformative	transformative	ADJ
easat-6498	19	20	effects	effect	NOUN
easat-6498	19	21	observed	observe	VERB
easat-6498	19	22	in	in	ADP
easat-6498	19	23	economics	economic	NOUN
easat-6498	19	24	education	education	NOUN
easat-6498	19	25	where	where	SCONJ
easat-6498	19	26	predictive	predictive	ADJ
easat-6498	19	27	analytics	analytic	NOUN
easat-6498	19	28	are	be	AUX
easat-6498	19	29	enhancing	enhance	VERB
easat-6498	19	30	both	both	DET
easat-6498	19	31	teaching	teaching	NOUN
easat-6498	19	32	methodologies	methodology	NOUN
easat-6498	19	33	and	and	CCONJ
easat-6498	19	34	administrative	administrative	ADJ
easat-6498	19	35	efficiency	efficiency	NOUN
easat-6498	19	36	[	[	X
easat-6498	19	37	2	2	NUM
easat-6498	19	38	]	]	PUNCT
easat-6498	19	39	.	.	PUNCT
easat-6498	20	1	this	this	DET
easat-6498	20	2	transformation	transformation	NOUN
easat-6498	20	3	extends	extend	VERB
easat-6498	20	4	beyond	beyond	ADP
easat-6498	20	5	administrative	administrative	ADJ
easat-6498	20	6	functions	function	NOUN
easat-6498	20	7	to	to	PART
easat-6498	20	8	leadership	leadership	NOUN
easat-6498	20	9	approaches	approach	NOUN
easat-6498	20	10	,	,	PUNCT
easat-6498	20	11	with	with	ADP
easat-6498	20	12	langeveldt	langeveldt	ADJ
easat-6498	20	13	proposing	propose	VERB
easat-6498	20	14	a	a	DET
easat-6498	20	15	conceptual	conceptual	ADJ
easat-6498	20	16	framework	framework	NOUN
easat-6498	20	17	for	for	ADP
easat-6498	20	18	ai	ai	ADJ
easat-6498	20	19	-	-	PUNCT
easat-6498	20	20	driven	drive	VERB
easat-6498	20	21	educational	educational	ADJ
easat-6498	20	22	leadership	leadership	NOUN
easat-6498	20	23	that	that	PRON
easat-6498	20	24	reconceptualizes	reconceptualize	VERB
easat-6498	20	25	decision	decision	NOUN
easat-6498	20	26	-	-	PUNCT
easat-6498	20	27	making	make	VERB
easat-6498	20	28	processes	process	NOUN
easat-6498	20	29	in	in	ADP
easat-6498	20	30	the	the	DET
easat-6498	20	31	ai	ai	ADJ
easat-6498	20	32	era	era	NOUN
easat-6498	20	33	[	[	X
easat-6498	20	34	3	3	NUM
easat-6498	20	35	]	]	PUNCT
easat-6498	20	36	.	.	PUNCT
easat-6498	21	1	modern	modern	ADJ
easat-6498	21	2	higher	high	ADJ
easat-6498	21	3	education	education	NOUN
easat-6498	21	4	has	have	VERB
easat-6498	21	5	to	to	PART
easat-6498	21	6	address	address	VERB
easat-6498	21	7	challenges	challenge	NOUN
easat-6498	21	8	that	that	PRON
easat-6498	21	9	its	its	PRON
easat-6498	21	10	traditional	traditional	ADJ
easat-6498	21	11	management	management	NOUN
easat-6498	21	12	system	system	NOUN
easat-6498	21	13	can	can	AUX
easat-6498	21	14	not	not	PART
easat-6498	21	15	effectively	effectively	ADV
easat-6498	21	16	respond	respond	VERB
easat-6498	21	17	to	to	ADP
easat-6498	21	18	.	.	PUNCT
easat-6498	22	1	it	it	PRON
easat-6498	22	2	is	be	AUX
easat-6498	22	3	a	a	DET
easat-6498	22	4	multidimensional	multidimensional	ADJ
easat-6498	22	5	challenge	challenge	NOUN
easat-6498	22	6	:	:	PUNCT
easat-6498	22	7	real	real	ADJ
easat-6498	22	8	-	-	PUNCT
easat-6498	22	9	time	time	NOUN
easat-6498	22	10	,	,	PUNCT
easat-6498	22	11	data	data	NOUN
easat-6498	22	12	-	-	PUNCT
easat-6498	22	13	driven	drive	VERB
easat-6498	22	14	decision	decision	NOUN
easat-6498	22	15	-	-	PUNCT
easat-6498	22	16	making	making	NOUN
easat-6498	22	17	;	;	PUNCT
easat-6498	22	18	2110	2110	NUM
easat-6498	22	19	edelweiss	edelweiss	PROPN
easat-6498	22	20	applied	apply	VERB
easat-6498	22	21	science	science	NOUN
easat-6498	22	22	and	and	CCONJ
easat-6498	22	23	technology	technology	NOUN
easat-6498	22	24	issn	issn	PROPN
easat-6498	22	25	:	:	PUNCT
easat-6498	22	26	2576	2576	NUM
easat-6498	22	27	-	-	SYM
easat-6498	22	28	8484	8484	NUM
easat-6498	22	29	vol	vol	NOUN
easat-6498	22	30	.	.	PROPN
easat-6498	23	1	9	9	NUM
easat-6498	23	2	,	,	PUNCT
easat-6498	23	3	no	no	INTJ
easat-6498	23	4	.	.	NOUN
easat-6498	23	5	4	4	NUM
easat-6498	23	6	:	:	PUNCT
easat-6498	23	7	2109	2109	NUM
easat-6498	23	8	-	-	SYM
easat-6498	23	9	2128	2128	NUM
easat-6498	23	10	,	,	PUNCT
easat-6498	23	11	2025	2025	NUM
easat-6498	23	12	doi	doi	NOUN
easat-6498	23	13	:	:	PUNCT
easat-6498	23	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	23	15	©	©	PROPN
easat-6498	23	16	2025	2025	NUM
easat-6498	23	17	by	by	ADP
easat-6498	23	18	the	the	DET
easat-6498	23	19	authors	author	NOUN
easat-6498	23	20	;	;	PUNCT
easat-6498	23	21	licensee	licensee	PROPN
easat-6498	23	22	learning	learning	NOUN
easat-6498	23	23	gate	gate	PROPN
easat-6498	23	24	personalized	personalized	ADJ
easat-6498	23	25	service	service	NOUN
easat-6498	23	26	to	to	ADP
easat-6498	23	27	students	student	NOUN
easat-6498	23	28	on	on	ADP
easat-6498	23	29	a	a	DET
easat-6498	23	30	large	large	ADJ
easat-6498	23	31	scale	scale	NOUN
easat-6498	23	32	;	;	PUNCT
easat-6498	23	33	and	and	CCONJ
easat-6498	23	34	optimization	optimization	NOUN
easat-6498	23	35	of	of	ADP
easat-6498	23	36	resource	resource	NOUN
easat-6498	23	37	allocations	allocation	NOUN
easat-6498	23	38	in	in	ADP
easat-6498	23	39	an	an	DET
easat-6498	23	40	increasingly	increasingly	ADV
easat-6498	23	41	complex	complex	ADJ
easat-6498	23	42	institutional	institutional	ADJ
easat-6498	23	43	environment	environment	NOUN
easat-6498	23	44	.	.	PUNCT
easat-6498	24	1	in	in	ADP
easat-6498	24	2	this	this	DET
easat-6498	24	3	respect	respect	NOUN
easat-6498	24	4	,	,	PUNCT
easat-6498	24	5	li	li	PROPN
easat-6498	24	6	et	et	PROPN
easat-6498	24	7	al	al	PROPN
easat-6498	24	8	.	.	PROPN
easat-6498	24	9	's	's	PART
easat-6498	24	10	longitudinal	longitudinal	ADJ
easat-6498	24	11	study	study	NOUN
easat-6498	24	12	provides	provide	VERB
easat-6498	24	13	evidence	evidence	NOUN
easat-6498	24	14	that	that	SCONJ
easat-6498	24	15	in	in	ADP
easat-6498	24	16	educational	educational	ADJ
easat-6498	24	17	contexts	contexts	NOUN
easat-6498	24	18	,	,	PUNCT
easat-6498	24	19	technological	technological	ADJ
easat-6498	24	20	innovation	innovation	NOUN
easat-6498	24	21	finds	find	VERB
easat-6498	24	22	successful	successful	ADJ
easat-6498	24	23	applications	application	NOUN
easat-6498	24	24	only	only	ADV
easat-6498	24	25	when	when	SCONJ
easat-6498	24	26	accompanied	accompany	VERB
easat-6498	24	27	by	by	ADP
easat-6498	24	28	an	an	DET
easat-6498	24	29	advanced	advanced	ADJ
easat-6498	24	30	understanding	understanding	NOUN
easat-6498	24	31	of	of	ADP
easat-6498	24	32	how	how	SCONJ
easat-6498	24	33	technical	technical	ADJ
easat-6498	24	34	capabilities	capability	NOUN
easat-6498	24	35	interlink	interlink	NOUN
easat-6498	24	36	with	with	ADP
easat-6498	24	37	organizational	organizational	ADJ
easat-6498	24	38	dynamics	dynamic	NOUN
easat-6498	24	39	[	[	X
easat-6498	24	40	4	4	NUM
easat-6498	24	41	]	]	PUNCT
easat-6498	24	42	.	.	PUNCT
easat-6498	25	1	this	this	DET
easat-6498	25	2	interlink	interlink	NOUN
easat-6498	25	3	is	be	AUX
easat-6498	25	4	all	all	DET
easat-6498	25	5	the	the	DET
easat-6498	25	6	more	more	ADV
easat-6498	25	7	important	important	ADJ
easat-6498	25	8	in	in	ADP
easat-6498	25	9	the	the	DET
easat-6498	25	10	context	context	NOUN
easat-6498	25	11	of	of	ADP
easat-6498	25	12	chinese	chinese	ADJ
easat-6498	25	13	higher	high	ADJ
easat-6498	25	14	education	education	NOUN
easat-6498	25	15	institutions	institution	NOUN
easat-6498	25	16	(	(	PUNCT
easat-6498	25	17	heis	heis	PROPN
easat-6498	25	18	)	)	PUNCT
easat-6498	25	19	that	that	PRON
easat-6498	25	20	have	have	VERB
easat-6498	25	21	to	to	PART
easat-6498	25	22	negotiate	negotiate	VERB
easat-6498	25	23	rapid	rapid	ADJ
easat-6498	25	24	technological	technological	ADJ
easat-6498	25	25	modernization	modernization	NOUN
easat-6498	25	26	with	with	ADP
easat-6498	25	27	pedagogic	pedagogic	ADJ
easat-6498	25	28	and	and	CCONJ
easat-6498	25	29	managerial	managerial	ADJ
easat-6498	25	30	traditions	tradition	NOUN
easat-6498	25	31	.	.	PUNCT
easat-6498	26	1	acceleration	acceleration	NOUN
easat-6498	26	2	of	of	ADP
easat-6498	26	3	the	the	DET
easat-6498	26	4	digital	digital	ADJ
easat-6498	26	5	transformation	transformation	NOUN
easat-6498	26	6	in	in	ADP
easat-6498	26	7	higher	high	ADJ
easat-6498	26	8	education	education	NOUN
easat-6498	26	9	has	have	AUX
easat-6498	26	10	occurred	occur	VERB
easat-6498	26	11	through	through	ADP
easat-6498	26	12	the	the	DET
easat-6498	26	13	implementation	implementation	NOUN
easat-6498	26	14	of	of	ADP
easat-6498	26	15	ai	ai	ADJ
easat-6498	26	16	-	-	PUNCT
easat-6498	26	17	powered	power	VERB
easat-6498	26	18	management	management	NOUN
easat-6498	26	19	solutions	solution	NOUN
easat-6498	26	20	during	during	ADP
easat-6498	26	21	the	the	DET
easat-6498	26	22	covid-19	covid-19	PROPN
easat-6498	26	23	pandemic	pandemic	NOUN
easat-6498	26	24	.	.	PUNCT
easat-6498	27	1	this	this	DET
easat-6498	27	2	situation	situation	NOUN
easat-6498	27	3	has	have	AUX
easat-6498	27	4	exposed	expose	VERB
easat-6498	27	5	not	not	PART
easat-6498	27	6	only	only	ADV
easat-6498	27	7	an	an	DET
easat-6498	27	8	inability	inability	NOUN
easat-6498	27	9	of	of	ADP
easat-6498	27	10	traditional	traditional	ADJ
easat-6498	27	11	approaches	approach	NOUN
easat-6498	27	12	to	to	PART
easat-6498	27	13	manage	manage	VERB
easat-6498	27	14	universities	university	NOUN
easat-6498	27	15	under	under	ADP
easat-6498	27	16	such	such	ADJ
easat-6498	27	17	extraordinary	extraordinary	ADJ
easat-6498	27	18	conditions	condition	NOUN
easat-6498	27	19	but	but	CCONJ
easat-6498	27	20	also	also	ADV
easat-6498	27	21	the	the	DET
easat-6498	27	22	potential	potential	NOUN
easat-6498	27	23	of	of	ADP
easat-6498	27	24	ai	ai	ADJ
easat-6498	27	25	-	-	PUNCT
easat-6498	27	26	driven	drive	VERB
easat-6498	27	27	novel	novel	NOUN
easat-6498	27	28	solutions	solution	NOUN
easat-6498	27	29	in	in	ADP
easat-6498	27	30	building	build	VERB
easat-6498	27	31	a	a	DET
easat-6498	27	32	much	much	ADV
easat-6498	27	33	more	more	ADV
easat-6498	27	34	resilient	resilient	ADJ
easat-6498	27	35	and	and	CCONJ
easat-6498	27	36	adaptive	adaptive	ADJ
easat-6498	27	37	educational	educational	ADJ
easat-6498	27	38	system	system	NOUN
easat-6498	27	39	,	,	PUNCT
easat-6498	27	40	as	as	SCONJ
easat-6498	27	41	noted	note	VERB
easat-6498	27	42	by	by	ADP
easat-6498	27	43	chan	chan	PROPN
easat-6498	27	44	,	,	PUNCT
easat-6498	27	45	et	et	PROPN
easat-6498	27	46	al	al	PROPN
easat-6498	27	47	.	.	PUNCT
easat-6498	28	1	[	[	X
easat-6498	28	2	5	5	NUM
easat-6498	28	3	]	]	PUNCT
easat-6498	28	4	.	.	PUNCT
easat-6498	29	1	the	the	DET
easat-6498	29	2	present	present	ADJ
easat-6498	29	3	phase	phase	NOUN
easat-6498	29	4	of	of	ADP
easat-6498	29	5	transformation	transformation	NOUN
easat-6498	29	6	offers	offer	VERB
easat-6498	29	7	ample	ample	ADJ
easat-6498	29	8	opportunity	opportunity	NOUN
easat-6498	29	9	for	for	ADP
easat-6498	29	10	reshaping	reshape	VERB
easat-6498	29	11	the	the	DET
easat-6498	29	12	educational	educational	ADJ
easat-6498	29	13	management	management	NOUN
easat-6498	29	14	practices	practice	NOUN
easat-6498	29	15	from	from	ADP
easat-6498	29	16	a	a	DET
easat-6498	29	17	mere	mere	ADJ
easat-6498	29	18	digitization	digitization	NOUN
easat-6498	29	19	perspective	perspective	NOUN
easat-6498	29	20	toward	toward	ADP
easat-6498	29	21	a	a	DET
easat-6498	29	22	real	real	ADJ
easat-6498	29	23	digital	digital	ADJ
easat-6498	29	24	transformation	transformation	NOUN
easat-6498	29	25	with	with	ADP
easat-6498	29	26	ai	ai	ADJ
easat-6498	29	27	-	-	PUNCT
easat-6498	29	28	powered	power	VERB
easat-6498	29	29	predictive	predictive	ADJ
easat-6498	29	30	analytics	analytic	NOUN
easat-6498	29	31	,	,	PUNCT
easat-6498	29	32	process	process	NOUN
easat-6498	29	33	optimization	optimization	NOUN
easat-6498	29	34	,	,	PUNCT
easat-6498	29	35	and	and	CCONJ
easat-6498	29	36	intelligent	intelligent	ADJ
easat-6498	29	37	decision	decision	NOUN
easat-6498	29	38	support	support	NOUN
easat-6498	29	39	.	.	PUNCT
easat-6498	30	1	1.2	1.2	NUM
easat-6498	30	2	.	.	PUNCT
easat-6498	30	3	research	research	NOUN
easat-6498	30	4	objectives	objective	NOUN
easat-6498	30	5	and	and	CCONJ
easat-6498	30	6	questions	question	NOUN
easat-6498	30	7	this	this	DET
easat-6498	30	8	paper	paper	NOUN
easat-6498	30	9	undertakes	undertake	VERB
easat-6498	30	10	an	an	DET
easat-6498	30	11	in	in	ADP
easat-6498	30	12	-	-	PUNCT
easat-6498	30	13	depth	depth	NOUN
easat-6498	30	14	examination	examination	NOUN
easat-6498	30	15	of	of	ADP
easat-6498	30	16	the	the	DET
easat-6498	30	17	implementations	implementation	NOUN
easat-6498	30	18	and	and	CCONJ
easat-6498	30	19	effects	effect	NOUN
easat-6498	30	20	of	of	ADP
easat-6498	30	21	ai	ai	NOUN
easat-6498	30	22	-	-	PUNCT
easat-6498	30	23	driven	drive	VERB
easat-6498	30	24	innovations	innovation	NOUN
easat-6498	30	25	within	within	ADP
easat-6498	30	26	chinese	chinese	ADJ
easat-6498	30	27	higher	high	ADJ
easat-6498	30	28	education	education	NOUN
easat-6498	30	29	management	management	NOUN
easat-6498	30	30	through	through	ADP
easat-6498	30	31	a	a	DET
easat-6498	30	32	sophisticated	sophisticated	ADJ
easat-6498	30	33	multi	multi	ADJ
easat-6498	30	34	-	-	ADJ
easat-6498	30	35	case	case	ADJ
easat-6498	30	36	approach	approach	NOUN
easat-6498	30	37	.	.	PUNCT
easat-6498	31	1	particularly	particularly	ADV
easat-6498	31	2	,	,	PUNCT
easat-6498	31	3	the	the	DET
easat-6498	31	4	investigation	investigation	NOUN
easat-6498	31	5	emphasizes	emphasize	VERB
easat-6498	31	6	organizational	organizational	ADJ
easat-6498	31	7	,	,	PUNCT
easat-6498	31	8	cultural	cultural	ADJ
easat-6498	31	9	,	,	PUNCT
easat-6498	31	10	and	and	CCONJ
easat-6498	31	11	technical	technical	ADJ
easat-6498	31	12	dynamics	dynamic	NOUN
easat-6498	31	13	lying	lie	VERB
easat-6498	31	14	beneath	beneath	ADP
easat-6498	31	15	the	the	DET
easat-6498	31	16	surface	surface	NOUN
easat-6498	31	17	of	of	ADP
easat-6498	31	18	shallow	shallow	ADJ
easat-6498	31	19	implementation	implementation	NOUN
easat-6498	31	20	factors	factor	NOUN
easat-6498	31	21	that	that	PRON
easat-6498	31	22	affect	affect	VERB
easat-6498	31	23	the	the	DET
easat-6498	31	24	successful	successful	ADJ
easat-6498	31	25	integration	integration	NOUN
easat-6498	31	26	of	of	ADP
easat-6498	31	27	ai	ai	PROPN
easat-6498	31	28	.	.	PUNCT
easat-6498	31	29	yu	yu	PROPN
easat-6498	31	30	gave	give	VERB
easat-6498	31	31	evidence	evidence	NOUN
easat-6498	31	32	that	that	SCONJ
easat-6498	31	33	effective	effective	ADJ
easat-6498	31	34	ai	ai	VERB
easat-6498	31	35	implementation	implementation	NOUN
easat-6498	31	36	in	in	ADP
easat-6498	31	37	educational	educational	ADJ
easat-6498	31	38	management	management	NOUN
easat-6498	31	39	necessitates	necessitate	VERB
easat-6498	31	40	knowledge	knowledge	NOUN
easat-6498	31	41	on	on	ADP
easat-6498	31	42	technological	technological	ADJ
easat-6498	31	43	capabilities	capability	NOUN
easat-6498	31	44	and	and	CCONJ
easat-6498	31	45	institutional	institutional	ADJ
easat-6498	31	46	readiness	readiness	NOUN
easat-6498	31	47	factors	factor	NOUN
easat-6498	31	48	in	in	ADP
easat-6498	31	49	a	a	DET
easat-6498	31	50	fine	fine	ADV
easat-6498	31	51	-	-	PUNCT
easat-6498	31	52	grained	grain	VERB
easat-6498	31	53	manner	manner	NOUN
easat-6498	32	1	[	[	X
easat-6498	32	2	6	6	NUM
easat-6498	32	3	]	]	PUNCT
easat-6498	32	4	.	.	PUNCT
easat-6498	33	1	specifically	specifically	ADV
easat-6498	33	2	,	,	PUNCT
easat-6498	33	3	this	this	DET
easat-6498	33	4	research	research	NOUN
easat-6498	33	5	will	will	AUX
easat-6498	33	6	explore	explore	VERB
easat-6498	33	7	the	the	DET
easat-6498	33	8	following	follow	VERB
easat-6498	33	9	questions	question	NOUN
easat-6498	33	10	in	in	ADP
easat-6498	33	11	particular	particular	ADJ
easat-6498	33	12	:	:	PUNCT
easat-6498	33	13	rq1	rq1	NOUN
easat-6498	33	14	:	:	PUNCT
easat-6498	33	15	what	what	PRON
easat-6498	33	16	constitutes	constitute	VERB
easat-6498	33	17	the	the	DET
easat-6498	33	18	relevant	relevant	ADJ
easat-6498	33	19	determinants	determinant	NOUN
easat-6498	33	20	of	of	ADP
easat-6498	33	21	effective	effective	ADJ
easat-6498	33	22	ai	ai	VERB
easat-6498	33	23	implementation	implementation	NOUN
easat-6498	33	24	in	in	ADP
easat-6498	33	25	educational	educational	ADJ
easat-6498	33	26	management	management	NOUN
easat-6498	33	27	,	,	PUNCT
easat-6498	33	28	and	and	CCONJ
easat-6498	33	29	how	how	SCONJ
easat-6498	33	30	do	do	AUX
easat-6498	33	31	technological	technological	ADJ
easat-6498	33	32	readiness	readiness	NOUN
easat-6498	33	33	and	and	CCONJ
easat-6498	33	34	organizational	organizational	ADJ
easat-6498	33	35	learning	learning	NOUN
easat-6498	33	36	capacity	capacity	NOUN
easat-6498	33	37	interactively	interactively	ADV
easat-6498	33	38	influence	influence	VERB
easat-6498	33	39	the	the	DET
easat-6498	33	40	implementation	implementation	NOUN
easat-6498	33	41	outcome	outcome	NOUN
easat-6498	33	42	?	?	PUNCT
easat-6498	34	1	rq2	rq2	NOUN
easat-6498	34	2	:	:	PUNCT
easat-6498	34	3	what	what	PRON
easat-6498	34	4	are	be	AUX
easat-6498	34	5	the	the	DET
easat-6498	34	6	mechanisms	mechanism	NOUN
easat-6498	34	7	with	with	ADP
easat-6498	34	8	regard	regard	NOUN
easat-6498	34	9	to	to	ADP
easat-6498	34	10	how	how	SCONJ
easat-6498	34	11	institutional	institutional	ADJ
easat-6498	34	12	capabilities	capability	NOUN
easat-6498	34	13	impact	impact	NOUN
easat-6498	34	14	ai	ai	VERB
easat-6498	34	15	implementation	implementation	NOUN
easat-6498	34	16	success	success	NOUN
easat-6498	34	17	,	,	PUNCT
easat-6498	34	18	and	and	CCONJ
easat-6498	34	19	what	what	PRON
easat-6498	34	20	,	,	PUNCT
easat-6498	34	21	if	if	SCONJ
easat-6498	34	22	any	any	PRON
easat-6498	34	23	,	,	PUNCT
easat-6498	34	24	is	be	AUX
easat-6498	34	25	the	the	DET
easat-6498	34	26	mediating	mediate	VERB
easat-6498	34	27	role	role	NOUN
easat-6498	34	28	of	of	ADP
easat-6498	34	29	user	user	NOUN
easat-6498	34	30	acceptance	acceptance	NOUN
easat-6498	34	31	?	?	PUNCT
easat-6498	35	1	rq3	rq3	NOUN
easat-6498	35	2	:	:	PUNCT
easat-6498	35	3	to	to	ADP
easat-6498	35	4	what	what	DET
easat-6498	35	5	extent	extent	NOUN
easat-6498	35	6	do	do	VERB
easat-6498	35	7	institutional	institutional	ADJ
easat-6498	35	8	features	feature	NOUN
easat-6498	35	9	,	,	PUNCT
easat-6498	35	10	such	such	ADJ
easat-6498	35	11	as	as	ADP
easat-6498	35	12	size	size	NOUN
easat-6498	35	13	,	,	PUNCT
easat-6498	35	14	type	type	NOUN
easat-6498	35	15	,	,	PUNCT
easat-6498	35	16	and	and	CCONJ
easat-6498	35	17	location	location	NOUN
easat-6498	35	18	,	,	PUNCT
easat-6498	35	19	and	and	CCONJ
easat-6498	35	20	environmental	environmental	ADJ
easat-6498	35	21	factors	factor	NOUN
easat-6498	35	22	moderate	moderate	VERB
easat-6498	35	23	the	the	DET
easat-6498	35	24	effectiveness	effectiveness	NOUN
easat-6498	35	25	of	of	ADP
easat-6498	35	26	the	the	DET
easat-6498	35	27	ai	ai	ADJ
easat-6498	35	28	implementation	implementation	NOUN
easat-6498	35	29	strategies	strategy	NOUN
easat-6498	35	30	?	?	PUNCT
easat-6498	36	1	rq4	rq4	NOUN
easat-6498	36	2	:	:	PUNCT
easat-6498	36	3	what	what	PRON
easat-6498	36	4	are	be	AUX
easat-6498	36	5	the	the	DET
easat-6498	36	6	temporal	temporal	ADJ
easat-6498	36	7	patterns	pattern	NOUN
easat-6498	36	8	in	in	ADP
easat-6498	36	9	the	the	DET
easat-6498	36	10	ai	ai	ADJ
easat-6498	36	11	implementation	implementation	NOUN
easat-6498	36	12	effects	effect	NOUN
easat-6498	36	13	,	,	PUNCT
easat-6498	36	14	and	and	CCONJ
easat-6498	36	15	what	what	PRON
easat-6498	36	16	and	and	CCONJ
easat-6498	36	17	how	how	SCONJ
easat-6498	36	18	do	do	AUX
easat-6498	36	19	various	various	ADJ
easat-6498	36	20	organizational	organizational	ADJ
easat-6498	36	21	capabilities	capability	NOUN
easat-6498	36	22	make	make	VERB
easat-6498	36	23	their	their	PRON
easat-6498	36	24	differential	differential	ADJ
easat-6498	36	25	contributions	contribution	NOUN
easat-6498	36	26	to	to	ADP
easat-6498	36	27	the	the	DET
easat-6498	36	28	implementation	implementation	NOUN
easat-6498	36	29	outcome	outcome	NOUN
easat-6498	36	30	over	over	ADP
easat-6498	36	31	time	time	NOUN
easat-6498	36	32	?	?	PUNCT
easat-6498	37	1	these	these	PRON
easat-6498	37	2	are	be	AUX
easat-6498	37	3	research	research	NOUN
easat-6498	37	4	questions	question	NOUN
easat-6498	37	5	that	that	PRON
easat-6498	37	6	arise	arise	VERB
easat-6498	37	7	from	from	ADP
easat-6498	37	8	a	a	DET
easat-6498	37	9	critical	critical	ADJ
easat-6498	37	10	consideration	consideration	NOUN
easat-6498	37	11	of	of	ADP
easat-6498	37	12	current	current	ADJ
easat-6498	37	13	challenges	challenge	NOUN
easat-6498	37	14	and	and	CCONJ
easat-6498	37	15	opportunities	opportunity	NOUN
easat-6498	37	16	concerning	concern	VERB
easat-6498	37	17	education	education	NOUN
easat-6498	37	18	management	management	NOUN
easat-6498	37	19	.	.	PUNCT
easat-6498	38	1	the	the	DET
easat-6498	38	2	research	research	NOUN
easat-6498	38	3	questions	question	NOUN
easat-6498	38	4	go	go	VERB
easat-6498	38	5	toward	toward	ADP
easat-6498	38	6	ascertaining	ascertain	VERB
easat-6498	38	7	not	not	PART
easat-6498	38	8	only	only	ADV
easat-6498	38	9	the	the	DET
easat-6498	38	10	technical	technical	ADJ
easat-6498	38	11	issues	issue	NOUN
easat-6498	38	12	in	in	ADP
easat-6498	38	13	ai	ai	ADJ
easat-6498	38	14	implementation	implementation	NOUN
easat-6498	38	15	,	,	PUNCT
easat-6498	38	16	but	but	CCONJ
easat-6498	38	17	also	also	ADV
easat-6498	38	18	the	the	DET
easat-6498	38	19	processes	process	NOUN
easat-6498	38	20	of	of	ADP
easat-6498	38	21	organizational	organizational	ADJ
easat-6498	38	22	transformation	transformation	NOUN
easat-6498	38	23	that	that	PRON
easat-6498	38	24	occur	occur	VERB
easat-6498	38	25	along	along	ADP
easat-6498	38	26	with	with	ADP
easat-6498	38	27	successful	successful	ADJ
easat-6498	38	28	adoption	adoption	NOUN
easat-6498	38	29	.	.	PUNCT
easat-6498	39	1	this	this	DET
easat-6498	39	2	investigation	investigation	NOUN
easat-6498	39	3	examines	examine	VERB
easat-6498	39	4	how	how	SCONJ
easat-6498	39	5	chinese	chinese	ADJ
easat-6498	39	6	higher	high	ADJ
easat-6498	39	7	education	education	NOUN
easat-6498	39	8	institutions	institution	NOUN
easat-6498	39	9	navigate	navigate	VERB
easat-6498	39	10	the	the	DET
easat-6498	39	11	complex	complex	ADJ
easat-6498	39	12	landscape	landscape	NOUN
easat-6498	39	13	of	of	ADP
easat-6498	39	14	integrating	integrating	NOUN
easat-6498	39	15	ai	ai	VERB
easat-6498	39	16	,	,	PUNCT
easat-6498	39	17	factoring	factor	VERB
easat-6498	39	18	in	in	ADP
easat-6498	39	19	everything	everything	PRON
easat-6498	39	20	from	from	ADP
easat-6498	39	21	institutional	institutional	ADJ
easat-6498	39	22	culture	culture	NOUN
easat-6498	39	23	to	to	ADP
easat-6498	39	24	organizational	organizational	ADJ
easat-6498	39	25	learning	learning	NOUN
easat-6498	39	26	capacity	capacity	NOUN
easat-6498	39	27	,	,	PUNCT
easat-6498	39	28	and	and	CCONJ
easat-6498	39	29	even	even	ADV
easat-6498	39	30	change	change	VERB
easat-6498	39	31	management	management	NOUN
easat-6498	39	32	strategies	strategy	NOUN
easat-6498	39	33	.	.	PUNCT
easat-6498	40	1	precisely	precisely	ADV
easat-6498	40	2	because	because	SCONJ
easat-6498	40	3	of	of	ADP
easat-6498	40	4	this	this	DET
easat-6498	40	5	all	all	ADJ
easat-6498	40	6	-	-	PUNCT
easat-6498	40	7	round	round	NOUN
easat-6498	40	8	approach	approach	NOUN
easat-6498	40	9	,	,	PUNCT
easat-6498	40	10	the	the	DET
easat-6498	40	11	findings	finding	NOUN
easat-6498	40	12	of	of	ADP
easat-6498	40	13	this	this	DET
easat-6498	40	14	research	research	NOUN
easat-6498	40	15	will	will	AUX
easat-6498	40	16	surely	surely	ADV
easat-6498	40	17	contribute	contribute	VERB
easat-6498	40	18	to	to	ADP
easat-6498	40	19	meaningful	meaningful	ADJ
easat-6498	40	20	theoretical	theoretical	ADJ
easat-6498	40	21	comprehension	comprehension	NOUN
easat-6498	40	22	and	and	CCONJ
easat-6498	40	23	practical	practical	ADJ
easat-6498	40	24	application	application	NOUN
easat-6498	40	25	.	.	PUNCT
easat-6498	41	1	this	this	DET
easat-6498	41	2	study	study	NOUN
easat-6498	41	3	is	be	AUX
easat-6498	41	4	intended	intend	VERB
easat-6498	41	5	to	to	PART
easat-6498	41	6	narrow	narrow	VERB
easat-6498	41	7	the	the	DET
easat-6498	41	8	gap	gap	NOUN
easat-6498	41	9	currently	currently	ADV
easat-6498	41	10	existing	exist	VERB
easat-6498	41	11	between	between	ADP
easat-6498	41	12	theoretical	theoretical	ADJ
easat-6498	41	13	frameworks	framework	NOUN
easat-6498	41	14	and	and	CCONJ
easat-6498	41	15	practical	practical	ADJ
easat-6498	41	16	challenges	challenge	NOUN
easat-6498	41	17	in	in	ADP
easat-6498	41	18	the	the	DET
easat-6498	41	19	implementation	implementation	NOUN
easat-6498	41	20	of	of	ADP
easat-6498	41	21	ai	ai	VERB
easat-6498	41	22	in	in	ADP
easat-6498	41	23	education	education	NOUN
easat-6498	41	24	management	management	NOUN
easat-6498	41	25	.	.	PUNCT
easat-6498	42	1	it	it	PRON
easat-6498	42	2	can	can	AUX
easat-6498	42	3	thus	thus	ADV
easat-6498	42	4	provide	provide	VERB
easat-6498	42	5	some	some	DET
easat-6498	42	6	important	important	ADJ
easat-6498	42	7	lessons	lesson	NOUN
easat-6498	42	8	which	which	PRON
easat-6498	42	9	may	may	AUX
easat-6498	42	10	usefully	usefully	ADV
easat-6498	42	11	inform	inform	VERB
easat-6498	42	12	and	and	CCONJ
easat-6498	42	13	shape	shape	VERB
easat-6498	42	14	future	future	ADJ
easat-6498	42	15	integration	integration	NOUN
easat-6498	42	16	efforts	effort	NOUN
easat-6498	42	17	in	in	ADP
easat-6498	42	18	managing	manage	VERB
easat-6498	42	19	education	education	NOUN
easat-6498	42	20	.	.	PUNCT
easat-6498	43	1	to	to	PART
easat-6498	43	2	be	be	AUX
easat-6498	43	3	sure	sure	ADJ
easat-6498	43	4	,	,	PUNCT
easat-6498	43	5	addressing	address	VERB
easat-6498	43	6	these	these	DET
easat-6498	43	7	research	research	NOUN
easat-6498	43	8	questions	question	NOUN
easat-6498	43	9	will	will	AUX
easat-6498	43	10	help	help	VERB
easat-6498	43	11	the	the	DET
easat-6498	43	12	researcher	researcher	NOUN
easat-6498	43	13	attain	attain	VERB
easat-6498	43	14	a	a	DET
easat-6498	43	15	more	more	ADV
easat-6498	43	16	finegrained	finegraine	VERB
easat-6498	43	17	understanding	understanding	NOUN
easat-6498	43	18	of	of	ADP
easat-6498	43	19	the	the	DET
easat-6498	43	20	interactions	interaction	NOUN
easat-6498	43	21	taking	take	VERB
easat-6498	43	22	place	place	NOUN
easat-6498	43	23	within	within	ADP
easat-6498	43	24	chinese	chinese	ADJ
easat-6498	43	25	higher	high	ADJ
easat-6498	43	26	education	education	NOUN
easat-6498	43	27	institutions	institution	NOUN
easat-6498	43	28	about	about	ADP
easat-6498	43	29	technological	technological	ADJ
easat-6498	43	30	capabilities	capability	NOUN
easat-6498	43	31	,	,	PUNCT
easat-6498	43	32	organizational	organizational	ADJ
easat-6498	43	33	factors	factor	NOUN
easat-6498	43	34	,	,	PUNCT
easat-6498	43	35	and	and	CCONJ
easat-6498	43	36	implementation	implementation	NOUN
easat-6498	43	37	outcomes	outcome	NOUN
easat-6498	43	38	.	.	PUNCT
easat-6498	44	1	2111	2111	NUM
easat-6498	44	2	edelweiss	edelweiss	PROPN
easat-6498	44	3	applied	apply	VERB
easat-6498	44	4	science	science	NOUN
easat-6498	44	5	and	and	CCONJ
easat-6498	44	6	technology	technology	NOUN
easat-6498	44	7	issn	issn	PROPN
easat-6498	44	8	:	:	PUNCT
easat-6498	44	9	2576	2576	NUM
easat-6498	44	10	-	-	SYM
easat-6498	44	11	8484	8484	NUM
easat-6498	44	12	vol	vol	NOUN
easat-6498	44	13	.	.	PROPN
easat-6498	45	1	9	9	NUM
easat-6498	45	2	,	,	PUNCT
easat-6498	45	3	no	no	INTJ
easat-6498	45	4	.	.	NOUN
easat-6498	45	5	4	4	NUM
easat-6498	45	6	:	:	PUNCT
easat-6498	45	7	2109	2109	NUM
easat-6498	45	8	-	-	SYM
easat-6498	45	9	2128	2128	NUM
easat-6498	45	10	,	,	PUNCT
easat-6498	45	11	2025	2025	NUM
easat-6498	45	12	doi	doi	NOUN
easat-6498	45	13	:	:	PUNCT
easat-6498	45	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	45	15	©	©	PROPN
easat-6498	45	16	2025	2025	NUM
easat-6498	45	17	by	by	ADP
easat-6498	45	18	the	the	DET
easat-6498	45	19	authors	author	NOUN
easat-6498	45	20	;	;	PUNCT
easat-6498	45	21	licensee	licensee	PROPN
easat-6498	45	22	learning	learning	NOUN
easat-6498	45	23	gate	gate	NOUN
easat-6498	45	24	1.3	1.3	NUM
easat-6498	45	25	.	.	PUNCT
easat-6498	46	1	research	research	NOUN
easat-6498	46	2	methodology	methodology	NOUN
easat-6498	46	3	the	the	DET
easat-6498	46	4	methodological	methodological	ADJ
easat-6498	46	5	framework	framework	NOUN
easat-6498	46	6	of	of	ADP
easat-6498	46	7	this	this	DET
easat-6498	46	8	study	study	NOUN
easat-6498	46	9	adopts	adopt	VERB
easat-6498	46	10	a	a	DET
easat-6498	46	11	multi	multi	ADJ
easat-6498	46	12	-	-	ADJ
easat-6498	46	13	case	case	ADJ
easat-6498	46	14	study	study	NOUN
easat-6498	46	15	approach	approach	NOUN
easat-6498	46	16	that	that	PRON
easat-6498	46	17	goes	go	VERB
easat-6498	46	18	beyond	beyond	ADP
easat-6498	46	19	the	the	DET
easat-6498	46	20	conventional	conventional	ADJ
easat-6498	46	21	descriptive	descriptive	ADJ
easat-6498	46	22	analytical	analytical	ADJ
easat-6498	46	23	approach	approach	NOUN
easat-6498	46	24	and	and	CCONJ
easat-6498	46	25	explores	explore	VERB
easat-6498	46	26	the	the	DET
easat-6498	46	27	complex	complex	ADJ
easat-6498	46	28	interaction	interaction	NOUN
easat-6498	46	29	of	of	ADP
easat-6498	46	30	factors	factor	NOUN
easat-6498	46	31	affecting	affect	VERB
easat-6498	46	32	the	the	DET
easat-6498	46	33	success	success	NOUN
easat-6498	46	34	or	or	CCONJ
easat-6498	46	35	failure	failure	NOUN
easat-6498	46	36	of	of	ADP
easat-6498	46	37	ai	ai	ADJ
easat-6498	46	38	implementation	implementation	NOUN
easat-6498	46	39	.	.	PUNCT
easat-6498	47	1	lanford	lanford	PROPN
easat-6498	47	2	et	et	PROPN
easat-6498	47	3	al	al	PROPN
easat-6498	47	4	.	.	PROPN
easat-6498	47	5	identified	identify	VERB
easat-6498	47	6	important	important	ADJ
easat-6498	47	7	institutional	institutional	ADJ
easat-6498	47	8	obstacles	obstacle	NOUN
easat-6498	47	9	to	to	ADP
easat-6498	47	10	innovation	innovation	NOUN
easat-6498	47	11	within	within	ADP
easat-6498	47	12	educational	educational	ADJ
easat-6498	47	13	contexts	context	NOUN
easat-6498	47	14	and	and	CCONJ
easat-6498	47	15	called	call	VERB
easat-6498	47	16	for	for	ADP
easat-6498	47	17	a	a	DET
easat-6498	47	18	set	set	NOUN
easat-6498	47	19	of	of	ADP
easat-6498	47	20	methodological	methodological	ADJ
easat-6498	47	21	tools	tool	NOUN
easat-6498	47	22	that	that	PRON
easat-6498	47	23	could	could	AUX
easat-6498	47	24	capture	capture	VERB
easat-6498	47	25	both	both	PRON
easat-6498	47	26	evident	evident	ADJ
easat-6498	47	27	and	and	CCONJ
easat-6498	47	28	subtle	subtle	ADJ
easat-6498	47	29	aspects	aspect	NOUN
easat-6498	47	30	of	of	ADP
easat-6498	47	31	organizational	organizational	ADJ
easat-6498	47	32	change	change	NOUN
easat-6498	47	33	[	[	X
easat-6498	47	34	7	7	NUM
easat-6498	47	35	]	]	PUNCT
easat-6498	47	36	.	.	PUNCT
easat-6498	48	1	guided	guide	VERB
easat-6498	48	2	by	by	ADP
easat-6498	48	3	this	this	PRON
easat-6498	48	4	,	,	PUNCT
easat-6498	48	5	the	the	DET
easat-6498	48	6	present	present	ADJ
easat-6498	48	7	study	study	NOUN
easat-6498	48	8	adopts	adopt	VERB
easat-6498	48	9	a	a	DET
easat-6498	48	10	comprehensive	comprehensive	ADJ
easat-6498	48	11	quantitative	quantitative	ADJ
easat-6498	48	12	analytical	analytical	ADJ
easat-6498	48	13	approach	approach	NOUN
easat-6498	48	14	to	to	PART
easat-6498	48	15	examine	examine	VERB
easat-6498	48	16	the	the	DET
easat-6498	48	17	complex	complex	ADJ
easat-6498	48	18	dynamics	dynamic	NOUN
easat-6498	48	19	of	of	ADP
easat-6498	48	20	ai	ai	ADJ
easat-6498	48	21	implementation	implementation	NOUN
easat-6498	48	22	through	through	ADP
easat-6498	48	23	advanced	advanced	ADJ
easat-6498	48	24	statistical	statistical	ADJ
easat-6498	48	25	analyses	analysis	NOUN
easat-6498	48	26	of	of	ADP
easat-6498	48	27	multi	multi	ADJ
easat-6498	48	28	-	-	ADJ
easat-6498	48	29	institutional	institutional	ADJ
easat-6498	48	30	data	datum	NOUN
easat-6498	48	31	.	.	PUNCT
easat-6498	49	1	the	the	DET
easat-6498	49	2	novelty	novelty	NOUN
easat-6498	49	3	of	of	ADP
easat-6498	49	4	this	this	DET
easat-6498	49	5	research	research	NOUN
easat-6498	49	6	assumes	assume	VERB
easat-6498	49	7	three	three	NUM
easat-6498	49	8	clear	clear	ADJ
easat-6498	49	9	dimensions	dimension	NOUN
easat-6498	49	10	:	:	PUNCT
easat-6498	49	11	first	first	ADV
easat-6498	49	12	,	,	PUNCT
easat-6498	49	13	the	the	DET
easat-6498	49	14	development	development	NOUN
easat-6498	49	15	of	of	ADP
easat-6498	49	16	a	a	DET
easat-6498	49	17	complex	complex	ADJ
easat-6498	49	18	analytic	analytic	ADJ
easat-6498	49	19	framework	framework	NOUN
easat-6498	49	20	which	which	PRON
easat-6498	49	21	integrates	integrate	VERB
easat-6498	49	22	technical	technical	ADJ
easat-6498	49	23	,	,	PUNCT
easat-6498	49	24	organizational	organizational	ADJ
easat-6498	49	25	,	,	PUNCT
easat-6498	49	26	and	and	CCONJ
easat-6498	49	27	cultural	cultural	ADJ
easat-6498	49	28	factors	factor	NOUN
easat-6498	49	29	in	in	ADP
easat-6498	49	30	assessing	assess	VERB
easat-6498	49	31	ai	ai	VERB
easat-6498	49	32	implementation	implementation	NOUN
easat-6498	49	33	success	success	NOUN
easat-6498	49	34	;	;	PUNCT
easat-6498	49	35	second	second	X
easat-6498	49	36	,	,	PUNCT
easat-6498	49	37	this	this	PRON
easat-6498	49	38	involves	involve	VERB
easat-6498	49	39	highly	highly	ADV
easat-6498	49	40	advanced	advanced	ADJ
easat-6498	49	41	qualitative	qualitative	ADJ
easat-6498	49	42	and	and	CCONJ
easat-6498	49	43	quantitative	quantitative	ADJ
easat-6498	49	44	methods	method	NOUN
easat-6498	49	45	for	for	ADP
easat-6498	49	46	the	the	DET
easat-6498	49	47	capture	capture	NOUN
easat-6498	49	48	of	of	ADP
easat-6498	49	49	complex	complex	ADJ
easat-6498	49	50	dynamics	dynamic	NOUN
easat-6498	49	51	of	of	ADP
easat-6498	49	52	organizational	organizational	ADJ
easat-6498	49	53	change	change	NOUN
easat-6498	49	54	within	within	ADP
easat-6498	49	55	an	an	DET
easat-6498	49	56	educational	educational	ADJ
easat-6498	49	57	setting	setting	NOUN
easat-6498	49	58	;	;	PUNCT
easat-6498	49	59	and	and	CCONJ
easat-6498	49	60	third	third	ADV
easat-6498	49	61	,	,	PUNCT
easat-6498	49	62	a	a	DET
easat-6498	49	63	contribution	contribution	NOUN
easat-6498	49	64	to	to	ADP
easat-6498	49	65	the	the	DET
easat-6498	49	66	theoretical	theoretical	ADJ
easat-6498	49	67	understanding	understanding	NOUN
easat-6498	49	68	of	of	ADP
easat-6498	49	69	educational	educational	ADJ
easat-6498	49	70	technology	technology	NOUN
easat-6498	49	71	management	management	NOUN
easat-6498	49	72	that	that	PRON
easat-6498	49	73	informs	inform	VERB
easat-6498	49	74	actual	actual	ADJ
easat-6498	49	75	implementation	implementation	NOUN
easat-6498	49	76	.	.	PUNCT
easat-6498	50	1	this	this	PRON
easat-6498	50	2	is	be	AUX
easat-6498	50	3	,	,	PUNCT
easat-6498	50	4	therefore	therefore	ADV
easat-6498	50	5	,	,	PUNCT
easat-6498	50	6	a	a	DET
easat-6498	50	7	methodological	methodological	ADJ
easat-6498	50	8	approach	approach	NOUN
easat-6498	50	9	that	that	PRON
easat-6498	50	10	will	will	AUX
easat-6498	50	11	enable	enable	VERB
easat-6498	50	12	this	this	DET
easat-6498	50	13	study	study	NOUN
easat-6498	50	14	to	to	PART
easat-6498	50	15	realize	realize	VERB
easat-6498	50	16	results	result	NOUN
easat-6498	50	17	which	which	PRON
easat-6498	50	18	are	be	AUX
easat-6498	50	19	theoretically	theoretically	ADV
easat-6498	50	20	cogent	cogent	ADJ
easat-6498	50	21	and	and	CCONJ
easat-6498	50	22	practically	practically	ADV
easat-6498	50	23	applicable	applicable	ADJ
easat-6498	50	24	,	,	PUNCT
easat-6498	50	25	hence	hence	ADV
easat-6498	50	26	serving	serve	VERB
easat-6498	50	27	a	a	DET
easat-6498	50	28	critical	critical	ADJ
easat-6498	50	29	gap	gap	NOUN
easat-6498	50	30	in	in	ADP
easat-6498	50	31	the	the	DET
easat-6498	50	32	existing	exist	VERB
easat-6498	50	33	educational	educational	ADJ
easat-6498	50	34	management	management	NOUN
easat-6498	50	35	literature	literature	NOUN
easat-6498	50	36	.	.	PUNCT
easat-6498	51	1	2	2	X
easat-6498	51	2	.	.	X
easat-6498	51	3	literature	literature	NOUN
easat-6498	51	4	review	review	VERB
easat-6498	51	5	2.1	2.1	NUM
easat-6498	51	6	.	.	PUNCT
easat-6498	52	1	research	research	NOUN
easat-6498	52	2	on	on	ADP
easat-6498	52	3	ai	ai	PROPN
easat-6498	52	4	applications	application	NOUN
easat-6498	52	5	in	in	ADP
easat-6498	52	6	educational	educational	ADJ
easat-6498	52	7	management	management	NOUN
easat-6498	52	8	artificial	artificial	ADJ
easat-6498	52	9	intelligence	intelligence	NOUN
easat-6498	52	10	in	in	ADP
easat-6498	52	11	educational	educational	ADJ
easat-6498	52	12	management	management	NOUN
easat-6498	52	13	has	have	AUX
easat-6498	52	14	seen	see	VERB
easat-6498	52	15	a	a	DET
easat-6498	52	16	sea	sea	NOUN
easat-6498	52	17	change	change	NOUN
easat-6498	52	18	in	in	ADP
easat-6498	52	19	the	the	DET
easat-6498	52	20	past	past	ADJ
easat-6498	52	21	decade	decade	NOUN
easat-6498	52	22	,	,	PUNCT
easat-6498	52	23	with	with	ADP
easat-6498	52	24	the	the	DET
easat-6498	52	25	majority	majority	NOUN
easat-6498	52	26	of	of	ADP
easat-6498	52	27	research	research	NOUN
easat-6498	52	28	efforts	effort	NOUN
easat-6498	52	29	directed	direct	VERB
easat-6498	52	30	toward	toward	ADP
easat-6498	52	31	various	various	ADJ
easat-6498	52	32	aspects	aspect	NOUN
easat-6498	52	33	of	of	ADP
easat-6498	52	34	its	its	PRON
easat-6498	52	35	implementation	implementation	NOUN
easat-6498	52	36	and	and	CCONJ
easat-6498	52	37	associated	associated	ADJ
easat-6498	52	38	impact	impact	NOUN
easat-6498	52	39	.	.	PUNCT
easat-6498	53	1	intelligent	intelligent	ADJ
easat-6498	53	2	decision	decision	NOUN
easat-6498	53	3	support	support	NOUN
easat-6498	53	4	systems	system	NOUN
easat-6498	53	5	have	have	AUX
easat-6498	53	6	been	be	AUX
easat-6498	53	7	at	at	ADP
easat-6498	53	8	the	the	DET
easat-6498	53	9	backbone	backbone	NOUN
easat-6498	53	10	of	of	ADP
easat-6498	53	11	most	most	ADJ
easat-6498	53	12	ai	ai	ADJ
easat-6498	53	13	applications	application	NOUN
easat-6498	53	14	in	in	ADP
easat-6498	53	15	educational	educational	ADJ
easat-6498	53	16	management	management	NOUN
easat-6498	53	17	.	.	PUNCT
easat-6498	54	1	extensive	extensive	ADJ
easat-6498	54	2	research	research	NOUN
easat-6498	54	3	on	on	ADP
easat-6498	54	4	learning	learn	VERB
easat-6498	54	5	management	management	NOUN
easat-6498	54	6	systems	system	NOUN
easat-6498	54	7	was	be	AUX
easat-6498	54	8	conducted	conduct	VERB
easat-6498	54	9	by	by	ADP
easat-6498	54	10	ashrafi	ashrafi	PROPN
easat-6498	54	11	et	et	PROPN
easat-6498	54	12	al	al	PROPN
easat-6498	54	13	.	.	PROPN
easat-6498	54	14	,	,	PUNCT
easat-6498	54	15	demonstrating	demonstrate	VERB
easat-6498	54	16	that	that	PRON
easat-6498	54	17	ai	ai	VERB
easat-6498	54	18	-	-	PUNCT
easat-6498	54	19	driven	drive	VERB
easat-6498	54	20	decision	decision	NOUN
easat-6498	54	21	support	support	NOUN
easat-6498	54	22	tools	tool	NOUN
easat-6498	54	23	strongly	strongly	ADV
easat-6498	54	24	enhance	enhance	VERB
easat-6498	54	25	the	the	DET
easat-6498	54	26	efficiency	efficiency	NOUN
easat-6498	54	27	and	and	CCONJ
easat-6498	54	28	accuracy	accuracy	NOUN
easat-6498	54	29	of	of	ADP
easat-6498	54	30	administration	administration	NOUN
easat-6498	54	31	and	and	CCONJ
easat-6498	54	32	decision	decision	NOUN
easat-6498	54	33	-	-	PUNCT
easat-6498	54	34	making	make	VERB
easat-6498	54	35	processes	process	NOUN
easat-6498	54	36	[	[	X
easat-6498	54	37	8	8	NUM
easat-6498	54	38	]	]	PUNCT
easat-6498	54	39	.	.	PUNCT
easat-6498	55	1	following	follow	VERB
easat-6498	55	2	this	this	DET
easat-6498	55	3	line	line	NOUN
easat-6498	55	4	of	of	ADP
easat-6498	55	5	argument	argument	NOUN
easat-6498	55	6	,	,	PUNCT
easat-6498	55	7	huang	huang	PROPN
easat-6498	55	8	demonstrates	demonstrate	VERB
easat-6498	55	9	how	how	SCONJ
easat-6498	55	10	ai	ai	AUX
easat-6498	55	11	systems	system	NOUN
easat-6498	55	12	can	can	AUX
easat-6498	55	13	transform	transform	VERB
easat-6498	55	14	complex	complex	ADJ
easat-6498	55	15	educational	educational	ADJ
easat-6498	55	16	data	datum	NOUN
easat-6498	55	17	into	into	ADP
easat-6498	55	18	actionable	actionable	ADJ
easat-6498	55	19	information	information	NOUN
easat-6498	55	20	to	to	PART
easat-6498	55	21	aid	aid	VERB
easat-6498	55	22	in	in	ADP
easat-6498	55	23	institutional	institutional	ADJ
easat-6498	55	24	management	management	NOUN
easat-6498	55	25	—	—	PUNCT
easat-6498	55	26	particularly	particularly	ADV
easat-6498	55	27	resource	resource	NOUN
easat-6498	55	28	allocation	allocation	NOUN
easat-6498	55	29	and	and	CCONJ
easat-6498	55	30	strategic	strategic	ADJ
easat-6498	55	31	planning	planning	NOUN
easat-6498	55	32	[	[	X
easat-6498	55	33	1	1	NUM
easat-6498	55	34	]	]	PUNCT
easat-6498	55	35	.	.	PUNCT
easat-6498	56	1	management	management	NOUN
easat-6498	56	2	innovation	innovation	NOUN
easat-6498	56	3	using	use	VERB
easat-6498	56	4	ai	ai	VERB
easat-6498	56	5	in	in	ADP
easat-6498	56	6	teaching	teaching	NOUN
easat-6498	56	7	has	have	AUX
easat-6498	56	8	rapidly	rapidly	ADV
easat-6498	56	9	grown	grow	VERB
easat-6498	56	10	from	from	ADP
easat-6498	56	11	simple	simple	ADJ
easat-6498	56	12	automation	automation	NOUN
easat-6498	56	13	to	to	ADP
easat-6498	56	14	intelligent	intelligent	ADJ
easat-6498	56	15	systems	system	NOUN
easat-6498	56	16	that	that	PRON
easat-6498	56	17	can	can	AUX
easat-6498	56	18	adapt	adapt	VERB
easat-6498	56	19	to	to	ADP
easat-6498	56	20	institutional	institutional	ADJ
easat-6498	56	21	needs	need	NOUN
easat-6498	56	22	.	.	PUNCT
easat-6498	57	1	indeed	indeed	ADV
easat-6498	57	2	,	,	PUNCT
easat-6498	57	3	barari	barari	ADJ
easat-6498	57	4	,	,	PUNCT
easat-6498	57	5	et	et	PROPN
easat-6498	57	6	al	al	PROPN
easat-6498	57	7	.	.	PUNCT
easat-6498	58	1	[	[	X
easat-6498	58	2	9	9	NUM
easat-6498	58	3	]	]	PUNCT
easat-6498	58	4	developed	develop	VERB
easat-6498	58	5	and	and	CCONJ
easat-6498	58	6	validated	validate	VERB
easat-6498	58	7	the	the	DET
easat-6498	58	8	educational	educational	ADJ
easat-6498	58	9	standard	standard	NOUN
easat-6498	58	10	for	for	ADP
easat-6498	58	11	e	e	NOUN
easat-6498	58	12	-	-	ADJ
easat-6498	58	13	teaching	teach	VERB
easat-6498	58	14	environments	environment	NOUN
easat-6498	58	15	in	in	ADP
easat-6498	58	16	view	view	NOUN
easat-6498	58	17	of	of	ADP
easat-6498	58	18	the	the	DET
easat-6498	58	19	impact	impact	NOUN
easat-6498	58	20	of	of	ADP
easat-6498	58	21	ai	ai	ADJ
easat-6498	58	22	-	-	PUNCT
easat-6498	58	23	driven	drive	VERB
easat-6498	58	24	systems	system	NOUN
easat-6498	58	25	on	on	ADP
easat-6498	58	26	ensuring	ensure	VERB
easat-6498	58	27	quality	quality	NOUN
easat-6498	58	28	and	and	CCONJ
easat-6498	58	29	consistency	consistency	NOUN
easat-6498	58	30	in	in	ADP
easat-6498	58	31	teaching	teach	VERB
easat-6498	58	32	[	[	X
easat-6498	58	33	9	9	NUM
easat-6498	58	34	]	]	PUNCT
easat-6498	58	35	.	.	PUNCT
easat-6498	59	1	in	in	ADP
easat-6498	59	2	this	this	DET
easat-6498	59	3	respect	respect	NOUN
easat-6498	59	4	,	,	PUNCT
easat-6498	59	5	the	the	DET
easat-6498	59	6	work	work	NOUN
easat-6498	59	7	corresponds	correspond	VERB
easat-6498	59	8	to	to	ADP
easat-6498	59	9	such	such	DET
easat-6498	59	10	a	a	DET
easat-6498	59	11	finding	finding	NOUN
easat-6498	59	12	by	by	ADP
easat-6498	59	13	jin	jin	PROPN
easat-6498	59	14	et	et	PROPN
easat-6498	59	15	al	al	PROPN
easat-6498	59	16	.	.	PROPN
easat-6498	59	17	,	,	PUNCT
easat-6498	59	18	who	who	PRON
easat-6498	59	19	provided	provide	VERB
easat-6498	59	20	evidence	evidence	NOUN
easat-6498	59	21	regarding	regard	VERB
easat-6498	59	22	the	the	DET
easat-6498	59	23	potential	potential	NOUN
easat-6498	59	24	of	of	ADP
easat-6498	59	25	ai	ai	VERB
easat-6498	59	26	to	to	PART
easat-6498	59	27	transform	transform	VERB
easat-6498	59	28	conventional	conventional	ADJ
easat-6498	59	29	teaching	teaching	NOUN
easat-6498	59	30	methodologies	methodology	NOUN
easat-6498	59	31	into	into	ADP
easat-6498	59	32	fit	fit	NOUN
easat-6498	59	33	-	-	PUNCT
easat-6498	59	34	for	for	ADP
easat-6498	59	35	-	-	PUNCT
easat-6498	59	36	purpose	purpose	NOUN
easat-6498	59	37	educational	educational	ADJ
easat-6498	59	38	environments	environment	NOUN
easat-6498	59	39	[	[	X
easat-6498	59	40	10	10	NUM
easat-6498	59	41	]	]	PUNCT
easat-6498	59	42	.	.	PUNCT
easat-6498	60	1	the	the	DET
easat-6498	60	2	integration	integration	NOUN
easat-6498	60	3	of	of	ADP
easat-6498	60	4	ai	ai	VERB
easat-6498	60	5	into	into	ADP
easat-6498	60	6	teaching	teaching	NOUN
easat-6498	60	7	management	management	NOUN
easat-6498	60	8	is	be	AUX
easat-6498	60	9	further	far	ADV
easat-6498	60	10	instrumental	instrumental	ADJ
easat-6498	60	11	in	in	ADP
easat-6498	60	12	bringing	bring	VERB
easat-6498	60	13	unprecedented	unprecedented	ADJ
easat-6498	60	14	efficiency	efficiency	NOUN
easat-6498	60	15	to	to	PART
easat-6498	60	16	course	course	VERB
easat-6498	60	17	scheduling	scheduling	NOUN
easat-6498	60	18	,	,	PUNCT
easat-6498	60	19	optimization	optimization	NOUN
easat-6498	60	20	of	of	ADP
easat-6498	60	21	faculty	faculty	NOUN
easat-6498	60	22	workload	workload	NOUN
easat-6498	60	23	,	,	PUNCT
easat-6498	60	24	and	and	CCONJ
easat-6498	60	25	processes	process	NOUN
easat-6498	60	26	of	of	ADP
easat-6498	60	27	curriculum	curriculum	NOUN
easat-6498	60	28	development	development	NOUN
easat-6498	60	29	.	.	PUNCT
easat-6498	61	1	beyond	beyond	ADP
easat-6498	61	2	operational	operational	ADJ
easat-6498	61	3	efficiencies	efficiency	NOUN
easat-6498	61	4	,	,	PUNCT
easat-6498	61	5	ramkissoon	ramkissoon	NOUN
easat-6498	61	6	identifies	identifie	NOUN
easat-6498	61	7	ai	ai	VERB
easat-6498	61	8	as	as	ADP
easat-6498	61	9	a	a	DET
easat-6498	61	10	catalyst	catalyst	NOUN
easat-6498	61	11	for	for	ADP
easat-6498	61	12	sustainable	sustainable	ADJ
easat-6498	61	13	innovation	innovation	NOUN
easat-6498	61	14	in	in	ADP
easat-6498	61	15	higher	high	ADJ
easat-6498	61	16	education	education	NOUN
easat-6498	61	17	,	,	PUNCT
easat-6498	61	18	enabling	enable	VERB
easat-6498	61	19	institutions	institution	NOUN
easat-6498	61	20	to	to	PART
easat-6498	61	21	optimize	optimize	VERB
easat-6498	61	22	resource	resource	NOUN
easat-6498	61	23	allocation	allocation	NOUN
easat-6498	61	24	while	while	SCONJ
easat-6498	61	25	simultaneously	simultaneously	ADV
easat-6498	61	26	enhancing	enhance	VERB
easat-6498	61	27	educational	educational	ADJ
easat-6498	61	28	outcomes	outcome	NOUN
easat-6498	61	29	through	through	ADP
easat-6498	61	30	personalized	personalized	ADJ
easat-6498	61	31	learning	learn	VERB
easat-6498	61	32	pathways	pathway	NOUN
easat-6498	61	33	and	and	CCONJ
easat-6498	61	34	adaptive	adaptive	ADJ
easat-6498	61	35	assessment	assessment	NOUN
easat-6498	61	36	mechanisms	mechanism	NOUN
easat-6498	61	37	[	[	X
easat-6498	61	38	11	11	NUM
easat-6498	61	39	]	]	PUNCT
easat-6498	61	40	.	.	PUNCT
easat-6498	62	1	this	this	DET
easat-6498	62	2	sustainable	sustainable	ADJ
easat-6498	62	3	approach	approach	NOUN
easat-6498	62	4	to	to	ADP
easat-6498	62	5	ai	ai	VERB
easat-6498	62	6	integration	integration	NOUN
easat-6498	62	7	aligns	align	VERB
easat-6498	62	8	with	with	ADP
easat-6498	62	9	findings	finding	NOUN
easat-6498	62	10	by	by	ADP
easat-6498	62	11	allam	allam	PROPN
easat-6498	62	12	et	et	PROPN
easat-6498	62	13	al	al	PROPN
easat-6498	62	14	.	.	PROPN
easat-6498	62	15	,	,	PUNCT
easat-6498	62	16	who	who	PRON
easat-6498	62	17	demonstrate	demonstrate	VERB
easat-6498	62	18	that	that	SCONJ
easat-6498	62	19	the	the	DET
easat-6498	62	20	most	most	ADV
easat-6498	62	21	effective	effective	ADJ
easat-6498	62	22	ai	ai	NOUN
easat-6498	62	23	implementations	implementation	NOUN
easat-6498	62	24	in	in	ADP
easat-6498	62	25	educational	educational	ADJ
easat-6498	62	26	settings	setting	NOUN
easat-6498	62	27	are	be	AUX
easat-6498	62	28	those	those	PRON
easat-6498	62	29	that	that	PRON
easat-6498	62	30	balance	balance	VERB
easat-6498	62	31	technological	technological	ADJ
easat-6498	62	32	innovation	innovation	NOUN
easat-6498	62	33	with	with	ADP
easat-6498	62	34	existing	exist	VERB
easat-6498	62	35	human	human	ADJ
easat-6498	62	36	expertise	expertise	NOUN
easat-6498	62	37	,	,	PUNCT
easat-6498	62	38	creating	create	VERB
easat-6498	62	39	synergistic	synergistic	ADJ
easat-6498	62	40	systems	system	NOUN
easat-6498	62	41	they	they	PRON
easat-6498	62	42	term	term	VERB
easat-6498	62	43	'	'	PUNCT
easat-6498	62	44	living	live	VERB
easat-6498	62	45	intelligence	intelligence	NOUN
easat-6498	62	46	'	'	PART
easat-6498	63	1	[	[	X
easat-6498	63	2	12	12	NUM
easat-6498	63	3	]	]	PUNCT
easat-6498	63	4	.	.	PUNCT
easat-6498	64	1	the	the	DET
easat-6498	64	2	critical	critical	ADJ
easat-6498	64	3	area	area	NOUN
easat-6498	64	4	where	where	SCONJ
easat-6498	64	5	the	the	DET
easat-6498	64	6	impact	impact	NOUN
easat-6498	64	7	of	of	ADP
easat-6498	64	8	the	the	DET
easat-6498	64	9	applications	application	NOUN
easat-6498	64	10	of	of	ADP
easat-6498	64	11	ai	ai	NOUN
easat-6498	64	12	was	be	AUX
easat-6498	64	13	high	high	ADJ
easat-6498	64	14	was	be	AUX
easat-6498	64	15	the	the	DET
easat-6498	64	16	optimization	optimization	NOUN
easat-6498	64	17	of	of	ADP
easat-6498	64	18	students	student	NOUN
easat-6498	64	19	'	'	PART
easat-6498	64	20	service	service	NOUN
easat-6498	64	21	.	.	PUNCT
easat-6498	65	1	li	li	PROPN
easat-6498	65	2	et	et	PROPN
easat-6498	65	3	al	al	PROPN
easat-6498	65	4	.	.	PROPN
easat-6498	65	5	conducted	conduct	VERB
easat-6498	65	6	a	a	DET
easat-6498	65	7	13	13	NUM
easat-6498	65	8	-	-	PUNCT
easat-6498	65	9	year	year	NOUN
easat-6498	65	10	longitudinal	longitudinal	ADJ
easat-6498	65	11	study	study	NOUN
easat-6498	65	12	of	of	ADP
easat-6498	65	13	how	how	SCONJ
easat-6498	65	14	virtual	virtual	ADJ
easat-6498	65	15	learning	learning	NOUN
easat-6498	65	16	environments	environment	NOUN
easat-6498	65	17	enable	enable	VERB
easat-6498	65	18	educational	educational	ADJ
easat-6498	65	19	innovation	innovation	NOUN
easat-6498	65	20	in	in	ADP
easat-6498	65	21	relation	relation	NOUN
easat-6498	65	22	to	to	ADP
easat-6498	65	23	the	the	DET
easat-6498	65	24	support	support	NOUN
easat-6498	65	25	services	service	NOUN
easat-6498	65	26	of	of	ADP
easat-6498	65	27	students	student	NOUN
easat-6498	65	28	[	[	X
easat-6498	65	29	4	4	NUM
easat-6498	65	30	]	]	PUNCT
easat-6498	65	31	.	.	PUNCT
easat-6498	66	1	their	their	PRON
easat-6498	66	2	work	work	NOUN
easat-6498	66	3	evidenced	evidence	VERB
easat-6498	66	4	that	that	SCONJ
easat-6498	66	5	ai	ai	NOUN
easat-6498	66	6	-	-	PUNCT
easat-6498	66	7	driven	drive	VERB
easat-6498	66	8	systems	system	NOUN
easat-6498	66	9	are	be	AUX
easat-6498	66	10	able	able	ADJ
easat-6498	66	11	to	to	PART
easat-6498	66	12	predict	predict	VERB
easat-6498	66	13	the	the	DET
easat-6498	66	14	needs	need	NOUN
easat-6498	66	15	of	of	ADP
easat-6498	66	16	students	student	NOUN
easat-6498	66	17	efficiently	efficiently	ADV
easat-6498	66	18	,	,	PUNCT
easat-6498	66	19	deliver	deliver	VERB
easat-6498	66	20	personalized	personalized	ADJ
easat-6498	66	21	support	support	NOUN
easat-6498	66	22	services	service	NOUN
easat-6498	66	23	,	,	PUNCT
easat-6498	66	24	and	and	CCONJ
easat-6498	66	25	also	also	ADV
easat-6498	66	26	improve	improve	VERB
easat-6498	66	27	engagement	engagement	NOUN
easat-6498	66	28	.	.	PUNCT
easat-6498	67	1	this	this	PRON
easat-6498	67	2	generally	generally	ADV
easat-6498	67	3	supports	support	VERB
easat-6498	67	4	cheng	cheng	PROPN
easat-6498	67	5	's	's	PART
easat-6498	67	6	research	research	NOUN
easat-6498	67	7	on	on	ADP
easat-6498	67	8	how	how	SCONJ
easat-6498	67	9	tasktechnology	tasktechnology	NOUN
easat-6498	67	10	fit	fit	ADJ
easat-6498	67	11	affects	affect	VERB
easat-6498	67	12	e	e	NOUN
easat-6498	67	13	-	-	ADJ
easat-6498	67	14	learning	learning	ADJ
easat-6498	67	15	continuance	continuance	NOUN
easat-6498	67	16	,	,	PUNCT
easat-6498	67	17	pointing	point	VERB
easat-6498	67	18	to	to	ADP
easat-6498	67	19	the	the	DET
easat-6498	67	20	need	need	NOUN
easat-6498	67	21	for	for	ADP
easat-6498	67	22	careful	careful	ADJ
easat-6498	67	23	matching	matching	NOUN
easat-6498	67	24	among	among	ADP
easat-6498	67	25	user	user	NOUN
easat-6498	67	26	needs	need	NOUN
easat-6498	67	27	,	,	PUNCT
easat-6498	67	28	institutional	institutional	ADJ
easat-6498	67	29	capabilities	capability	NOUN
easat-6498	67	30	,	,	PUNCT
easat-6498	67	31	and	and	CCONJ
easat-6498	67	32	ai	ai	AUX
easat-6498	67	33	-	-	PUNCT
easat-6498	67	34	driven	drive	VERB
easat-6498	67	35	student	student	NOUN
easat-6498	67	36	services	service	NOUN
easat-6498	67	37	[	[	X
easat-6498	67	38	13	13	NUM
easat-6498	67	39	]	]	PUNCT
easat-6498	67	40	.	.	PUNCT
easat-6498	68	1	2112	2112	NUM
easat-6498	68	2	edelweiss	edelweiss	PROPN
easat-6498	68	3	applied	apply	VERB
easat-6498	68	4	science	science	NOUN
easat-6498	68	5	and	and	CCONJ
easat-6498	68	6	technology	technology	NOUN
easat-6498	68	7	issn	issn	PROPN
easat-6498	68	8	:	:	PUNCT
easat-6498	68	9	2576	2576	NUM
easat-6498	68	10	-	-	SYM
easat-6498	68	11	8484	8484	NUM
easat-6498	68	12	vol	vol	NOUN
easat-6498	68	13	.	.	PROPN
easat-6498	69	1	9	9	NUM
easat-6498	69	2	,	,	PUNCT
easat-6498	69	3	no	no	INTJ
easat-6498	69	4	.	.	NOUN
easat-6498	69	5	4	4	NUM
easat-6498	69	6	:	:	PUNCT
easat-6498	69	7	2109	2109	NUM
easat-6498	69	8	-	-	SYM
easat-6498	69	9	2128	2128	NUM
easat-6498	69	10	,	,	PUNCT
easat-6498	69	11	2025	2025	NUM
easat-6498	69	12	doi	doi	NOUN
easat-6498	69	13	:	:	PUNCT
easat-6498	69	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	69	15	©	©	PROPN
easat-6498	69	16	2025	2025	NUM
easat-6498	69	17	by	by	ADP
easat-6498	69	18	the	the	DET
easat-6498	69	19	authors	author	NOUN
easat-6498	69	20	;	;	PUNCT
easat-6498	69	21	licensee	licensee	PROPN
easat-6498	69	22	learning	learning	NOUN
easat-6498	69	23	gate	gate	NOUN
easat-6498	69	24	2.2	2.2	NUM
easat-6498	69	25	.	.	PUNCT
easat-6498	70	1	research	research	NOUN
easat-6498	70	2	on	on	ADP
easat-6498	70	3	digital	digital	ADJ
easat-6498	70	4	transformation	transformation	NOUN
easat-6498	70	5	of	of	ADP
easat-6498	70	6	higher	high	ADJ
easat-6498	70	7	education	education	NOUN
easat-6498	70	8	institutions	institution	NOUN
easat-6498	70	9	digital	digital	ADJ
easat-6498	70	10	transformation	transformation	NOUN
easat-6498	70	11	strategies	strategy	NOUN
easat-6498	70	12	in	in	ADP
easat-6498	70	13	higher	high	ADJ
easat-6498	70	14	education	education	NOUN
easat-6498	70	15	institutions	institution	NOUN
easat-6498	70	16	have	have	AUX
easat-6498	70	17	been	be	AUX
easat-6498	70	18	the	the	DET
easat-6498	70	19	focus	focus	NOUN
easat-6498	70	20	of	of	ADP
easat-6498	70	21	much	much	ADJ
easat-6498	70	22	scholarly	scholarly	ADJ
easat-6498	70	23	attention	attention	NOUN
easat-6498	70	24	,	,	PUNCT
easat-6498	70	25	especially	especially	ADV
easat-6498	70	26	in	in	ADP
easat-6498	70	27	the	the	DET
easat-6498	70	28	application	application	NOUN
easat-6498	70	29	of	of	ADP
easat-6498	70	30	ai	ai	PROPN
easat-6498	70	31	technologies	technology	NOUN
easat-6498	70	32	.	.	PUNCT
easat-6498	71	1	blundell	blundell	PROPN
easat-6498	71	2	et	et	PROPN
easat-6498	71	3	al	al	PROPN
easat-6498	71	4	.	.	PROPN
easat-6498	72	1	argue	argue	VERB
easat-6498	72	2	that	that	SCONJ
easat-6498	72	3	the	the	DET
easat-6498	72	4	current	current	ADJ
easat-6498	72	5	practice	practice	NOUN
easat-6498	72	6	should	should	AUX
easat-6498	72	7	go	go	VERB
easat-6498	72	8	beyond	beyond	ADP
easat-6498	72	9	mere	mere	ADJ
easat-6498	72	10	enhancement	enhancement	NOUN
easat-6498	72	11	of	of	ADP
easat-6498	72	12	existing	exist	VERB
easat-6498	72	13	pedagogies	pedagogy	NOUN
easat-6498	72	14	and	and	CCONJ
easat-6498	72	15	call	call	VERB
easat-6498	72	16	for	for	ADP
easat-6498	72	17	transformative	transformative	ADJ
easat-6498	72	18	approaches	approach	NOUN
easat-6498	72	19	that	that	PRON
easat-6498	72	20	will	will	AUX
easat-6498	72	21	fundamentally	fundamentally	ADV
easat-6498	72	22	change	change	VERB
easat-6498	72	23	educational	educational	ADJ
easat-6498	72	24	processes	process	NOUN
easat-6498	72	25	[	[	X
easat-6498	72	26	14	14	NUM
easat-6498	72	27	]	]	PUNCT
easat-6498	72	28	.	.	PUNCT
easat-6498	73	1	this	this	DET
easat-6498	73	2	view	view	NOUN
easat-6498	73	3	is	be	AUX
easat-6498	73	4	complemented	complement	VERB
easat-6498	73	5	by	by	ADP
easat-6498	73	6	the	the	DET
easat-6498	73	7	case	case	NOUN
easat-6498	73	8	study	study	NOUN
easat-6498	73	9	of	of	ADP
easat-6498	73	10	dodgson	dodgson	PROPN
easat-6498	73	11	et	et	PROPN
easat-6498	73	12	al	al	PROPN
easat-6498	73	13	.	.	PROPN
easat-6498	74	1	on	on	ADP
easat-6498	74	2	technology	technology	NOUN
easat-6498	74	3	-	-	PUNCT
easat-6498	74	4	enabled	enable	VERB
easat-6498	74	5	innovation	innovation	NOUN
easat-6498	74	6	in	in	ADP
easat-6498	74	7	professional	professional	ADJ
easat-6498	74	8	services	service	NOUN
easat-6498	74	9	,	,	PUNCT
easat-6498	74	10	which	which	PRON
easat-6498	74	11	gives	give	VERB
easat-6498	74	12	very	very	ADV
easat-6498	74	13	valuable	valuable	ADJ
easat-6498	74	14	insights	insight	NOUN
easat-6498	74	15	into	into	ADP
easat-6498	74	16	managing	manage	VERB
easat-6498	74	17	complex	complex	ADJ
easat-6498	74	18	technological	technological	ADJ
easat-6498	74	19	transformations	transformation	NOUN
easat-6498	74	20	[	[	X
easat-6498	74	21	15	15	NUM
easat-6498	74	22	]	]	PUNCT
easat-6498	74	23	.	.	PUNCT
easat-6498	75	1	recent	recent	ADJ
easat-6498	75	2	research	research	NOUN
easat-6498	75	3	by	by	ADP
easat-6498	75	4	murdan	murdan	NOUN
easat-6498	75	5	and	and	CCONJ
easat-6498	75	6	halkhoree	halkhoree	ADJ
easat-6498	75	7	[	[	X
easat-6498	75	8	16	16	NUM
easat-6498	75	9	]	]	PUNCT
easat-6498	75	10	reinforces	reinforce	VERB
easat-6498	75	11	the	the	DET
easat-6498	75	12	importance	importance	NOUN
easat-6498	75	13	of	of	ADP
easat-6498	75	14	this	this	DET
easat-6498	75	15	holistic	holistic	ADJ
easat-6498	75	16	approach	approach	NOUN
easat-6498	75	17	,	,	PUNCT
easat-6498	75	18	demonstrating	demonstrate	VERB
easat-6498	75	19	that	that	PRON
easat-6498	75	20	successful	successful	ADJ
easat-6498	75	21	ai	ai	VERB
easat-6498	75	22	integration	integration	NOUN
easat-6498	75	23	in	in	ADP
easat-6498	75	24	higher	high	ADJ
easat-6498	75	25	education	education	NOUN
easat-6498	75	26	requires	require	VERB
easat-6498	75	27	institutional	institutional	ADJ
easat-6498	75	28	alignment	alignment	NOUN
easat-6498	75	29	across	across	ADP
easat-6498	75	30	technological	technological	ADJ
easat-6498	75	31	infrastructure	infrastructure	NOUN
easat-6498	75	32	,	,	PUNCT
easat-6498	75	33	organizational	organizational	ADJ
easat-6498	75	34	culture	culture	NOUN
easat-6498	75	35	,	,	PUNCT
easat-6498	75	36	and	and	CCONJ
easat-6498	75	37	strategic	strategic	ADJ
easat-6498	75	38	objectives	objective	NOUN
easat-6498	75	39	to	to	PART
easat-6498	75	40	achieve	achieve	VERB
easat-6498	75	41	educational	educational	ADJ
easat-6498	75	42	excellence	excellence	NOUN
easat-6498	75	43	[	[	X
easat-6498	75	44	16	16	NUM
easat-6498	75	45	]	]	PUNCT
easat-6498	75	46	.	.	PUNCT
easat-6498	76	1	additionally	additionally	ADV
easat-6498	76	2	,	,	PUNCT
easat-6498	76	3	radif	radif	NOUN
easat-6498	76	4	and	and	CCONJ
easat-6498	76	5	hameed	hameed	NOUN
easat-6498	77	1	[	[	X
easat-6498	77	2	17	17	NUM
easat-6498	77	3	]	]	PUNCT
easat-6498	77	4	emphasize	emphasize	VERB
easat-6498	77	5	that	that	SCONJ
easat-6498	77	6	ai	ai	AUX
easat-6498	77	7	-	-	PUNCT
easat-6498	77	8	driven	drive	VERB
easat-6498	77	9	innovations	innovation	NOUN
easat-6498	77	10	in	in	ADP
easat-6498	77	11	educational	educational	ADJ
easat-6498	77	12	contexts	context	NOUN
easat-6498	77	13	transform	transform	VERB
easat-6498	77	14	not	not	PART
easat-6498	77	15	only	only	ADV
easat-6498	77	16	administrative	administrative	ADJ
easat-6498	77	17	processes	process	NOUN
easat-6498	77	18	but	but	CCONJ
easat-6498	77	19	fundamental	fundamental	ADJ
easat-6498	77	20	educational	educational	ADJ
easat-6498	77	21	paradigms	paradigm	NOUN
easat-6498	77	22	,	,	PUNCT
easat-6498	77	23	suggesting	suggest	VERB
easat-6498	77	24	the	the	DET
easat-6498	77	25	need	need	NOUN
easat-6498	77	26	for	for	ADP
easat-6498	77	27	comprehensive	comprehensive	ADJ
easat-6498	77	28	examination	examination	NOUN
easat-6498	77	29	of	of	ADP
easat-6498	77	30	these	these	DET
easat-6498	77	31	transformative	transformative	ADJ
easat-6498	77	32	effects	effect	NOUN
easat-6498	77	33	[	[	X
easat-6498	77	34	17	17	NUM
easat-6498	77	35	]	]	PUNCT
easat-6498	77	36	.	.	PUNCT
easat-6498	78	1	the	the	DET
easat-6498	78	2	organizational	organizational	ADJ
easat-6498	78	3	change	change	NOUN
easat-6498	78	4	management	management	NOUN
easat-6498	78	5	in	in	ADP
easat-6498	78	6	the	the	DET
easat-6498	78	7	light	light	NOUN
easat-6498	78	8	of	of	ADP
easat-6498	78	9	digital	digital	ADJ
easat-6498	78	10	transformation	transformation	NOUN
easat-6498	78	11	has	have	VERB
easat-6498	78	12	its	its	PRON
easat-6498	78	13	complications	complication	NOUN
easat-6498	78	14	that	that	PRON
easat-6498	78	15	are	be	AUX
easat-6498	78	16	satisfactorily	satisfactorily	ADV
easat-6498	78	17	noted	note	VERB
easat-6498	78	18	in	in	ADP
easat-6498	78	19	the	the	DET
easat-6498	78	20	recent	recent	ADJ
easat-6498	78	21	literature	literature	NOUN
easat-6498	78	22	.	.	PUNCT
easat-6498	79	1	green	green	PROPN
easat-6498	79	2	et	et	PROPN
easat-6498	79	3	al	al	PROPN
easat-6498	79	4	.	.	PROPN
easat-6498	80	1	discuss	discuss	VERB
easat-6498	80	2	how	how	SCONJ
easat-6498	80	3	institutions	institution	NOUN
easat-6498	80	4	navigate	navigate	VERB
easat-6498	80	5	through	through	ADP
easat-6498	80	6	uncertainty	uncertainty	NOUN
easat-6498	80	7	and	and	CCONJ
easat-6498	80	8	change	change	NOUN
easat-6498	80	9	during	during	ADP
easat-6498	80	10	global	global	ADJ
easat-6498	80	11	crises	crisis	NOUN
easat-6498	80	12	,	,	PUNCT
easat-6498	80	13	which	which	PRON
easat-6498	80	14	indicates	indicate	VERB
easat-6498	80	15	the	the	DET
easat-6498	80	16	crucial	crucial	ADJ
easat-6498	80	17	role	role	NOUN
easat-6498	80	18	of	of	ADP
easat-6498	80	19	organizational	organizational	ADJ
easat-6498	80	20	adaptability	adaptability	NOUN
easat-6498	80	21	[	[	X
easat-6498	80	22	18	18	NUM
easat-6498	80	23	]	]	PUNCT
easat-6498	80	24	.	.	PUNCT
easat-6498	81	1	huang	huang	PROPN
easat-6498	81	2	et	et	PROPN
easat-6498	81	3	al	al	PROPN
easat-6498	81	4	.	.	PROPN
easat-6498	81	5	,	,	PUNCT
easat-6498	81	6	on	on	ADP
easat-6498	81	7	the	the	DET
easat-6498	81	8	other	other	ADJ
easat-6498	81	9	hand	hand	NOUN
easat-6498	81	10	,	,	PUNCT
easat-6498	81	11	investigate	investigate	VERB
easat-6498	81	12	the	the	DET
easat-6498	81	13	institutional	institutional	ADJ
easat-6498	81	14	impact	impact	NOUN
easat-6498	81	15	of	of	ADP
easat-6498	81	16	blended	blended	ADJ
easat-6498	81	17	learning	learning	NOUN
easat-6498	81	18	implementation	implementation	NOUN
easat-6498	81	19	and	and	CCONJ
easat-6498	81	20	disclose	disclose	VERB
easat-6498	81	21	valuable	valuable	ADJ
easat-6498	81	22	insights	insight	NOUN
easat-6498	81	23	on	on	ADP
easat-6498	81	24	organizational	organizational	ADJ
easat-6498	81	25	resistance	resistance	NOUN
easat-6498	81	26	and	and	CCONJ
easat-6498	81	27	adaptation	adaptation	NOUN
easat-6498	81	28	to	to	ADP
easat-6498	81	29	technological	technological	ADJ
easat-6498	81	30	change	change	NOUN
easat-6498	81	31	[	[	X
easat-6498	81	32	19	19	NUM
easat-6498	81	33	]	]	PUNCT
easat-6498	81	34	.	.	PUNCT
easat-6498	82	1	the	the	DET
easat-6498	82	2	adoption	adoption	NOUN
easat-6498	82	3	and	and	CCONJ
easat-6498	82	4	infusion	infusion	NOUN
easat-6498	82	5	of	of	ADP
easat-6498	82	6	new	new	ADJ
easat-6498	82	7	technologies	technology	NOUN
easat-6498	82	8	in	in	ADP
easat-6498	82	9	educational	educational	ADJ
easat-6498	82	10	institutes	institute	NOUN
easat-6498	82	11	have	have	AUX
easat-6498	82	12	been	be	AUX
easat-6498	82	13	viewed	view	VERB
easat-6498	82	14	from	from	ADP
easat-6498	82	15	every	every	DET
easat-6498	82	16	possible	possible	ADJ
easat-6498	82	17	theoretical	theoretical	ADJ
easat-6498	82	18	window	window	NOUN
easat-6498	82	19	.	.	PUNCT
easat-6498	83	1	yu	yu	PROPN
easat-6498	83	2	integrates	integrate	VERB
easat-6498	83	3	task	task	NOUN
easat-6498	83	4	-	-	PUNCT
easat-6498	83	5	technology	technology	NOUN
easat-6498	83	6	fit	fit	ADJ
easat-6498	83	7	models	model	NOUN
easat-6498	83	8	with	with	ADP
easat-6498	83	9	the	the	DET
easat-6498	83	10	theory	theory	NOUN
easat-6498	83	11	of	of	ADP
easat-6498	83	12	planned	plan	VERB
easat-6498	83	13	behavior	behavior	NOUN
easat-6498	83	14	to	to	PART
easat-6498	83	15	explain	explain	VERB
easat-6498	83	16	technology	technology	NOUN
easat-6498	83	17	use	use	NOUN
easat-6498	83	18	in	in	ADP
easat-6498	83	19	learning	learn	VERB
easat-6498	83	20	systems	system	NOUN
easat-6498	83	21	[	[	X
easat-6498	83	22	20	20	NUM
easat-6498	83	23	]	]	PUNCT
easat-6498	83	24	.	.	PUNCT
easat-6498	84	1	further	further	ADJ
easat-6498	84	2	extensions	extension	NOUN
easat-6498	84	3	have	have	AUX
easat-6498	84	4	been	be	AUX
easat-6498	84	5	made	make	VERB
easat-6498	84	6	,	,	PUNCT
easat-6498	84	7	and	and	CCONJ
easat-6498	84	8	the	the	DET
easat-6498	84	9	latest	late	ADJ
easat-6498	84	10	research	research	NOUN
easat-6498	84	11	was	be	AUX
easat-6498	84	12	zhang	zhang	PROPN
easat-6498	84	13	and	and	CCONJ
easat-6498	84	14	huang	huang	PROPN
easat-6498	84	15	's	's	PART
easat-6498	84	16	empirical	empirical	ADJ
easat-6498	84	17	study	study	NOUN
easat-6498	84	18	on	on	ADP
easat-6498	84	19	sustainable	sustainable	ADJ
easat-6498	84	20	teaching	teaching	NOUN
easat-6498	84	21	modes	mode	NOUN
easat-6498	84	22	[	[	X
easat-6498	84	23	21	21	NUM
easat-6498	84	24	]	]	PUNCT
easat-6498	84	25	they	they	PRON
easat-6498	84	26	listed	list	VERB
easat-6498	84	27	technical	technical	ADJ
easat-6498	84	28	and	and	CCONJ
easat-6498	84	29	social	social	ADJ
easat-6498	84	30	factors	factor	NOUN
easat-6498	84	31	involving	involve	VERB
easat-6498	84	32	technology	technology	NOUN
easat-6498	84	33	implementation	implementation	NOUN
easat-6498	84	34	.	.	PUNCT
easat-6498	85	1	the	the	DET
easat-6498	85	2	ethical	ethical	ADJ
easat-6498	85	3	dimensions	dimension	NOUN
easat-6498	85	4	of	of	ADP
easat-6498	85	5	ai	ai	ADJ
easat-6498	85	6	implementation	implementation	NOUN
easat-6498	85	7	in	in	ADP
easat-6498	85	8	educational	educational	ADJ
easat-6498	85	9	contexts	context	NOUN
easat-6498	85	10	are	be	AUX
easat-6498	85	11	increasingly	increasingly	ADV
easat-6498	85	12	recognized	recognize	VERB
easat-6498	85	13	as	as	ADP
easat-6498	85	14	critical	critical	ADJ
easat-6498	85	15	factors	factor	NOUN
easat-6498	85	16	in	in	ADP
easat-6498	85	17	successful	successful	ADJ
easat-6498	85	18	digital	digital	ADJ
easat-6498	85	19	transformation	transformation	NOUN
easat-6498	85	20	.	.	PUNCT
easat-6498	86	1	khan	khan	PROPN
easat-6498	86	2	provides	provide	VERB
easat-6498	86	3	a	a	DET
easat-6498	86	4	comprehensive	comprehensive	ADJ
easat-6498	86	5	analysis	analysis	NOUN
easat-6498	86	6	of	of	ADP
easat-6498	86	7	the	the	DET
easat-6498	86	8	ethical	ethical	ADJ
easat-6498	86	9	challenges	challenge	NOUN
easat-6498	86	10	inherent	inherent	ADJ
easat-6498	86	11	in	in	ADP
easat-6498	86	12	educational	educational	ADJ
easat-6498	86	13	ai	ai	PROPN
easat-6498	86	14	applications	application	NOUN
easat-6498	86	15	,	,	PUNCT
easat-6498	86	16	emphasizing	emphasize	VERB
easat-6498	86	17	the	the	DET
easat-6498	86	18	tension	tension	NOUN
easat-6498	86	19	between	between	ADP
easat-6498	86	20	innovation	innovation	NOUN
easat-6498	86	21	imperatives	imperative	NOUN
easat-6498	86	22	and	and	CCONJ
easat-6498	86	23	data	datum	NOUN
easat-6498	86	24	privacy	privacy	NOUN
easat-6498	86	25	concerns	concern	NOUN
easat-6498	86	26	[	[	X
easat-6498	86	27	22	22	NUM
easat-6498	86	28	]	]	PUNCT
easat-6498	86	29	.	.	PUNCT
easat-6498	87	1	this	this	DET
easat-6498	87	2	ethical	ethical	ADJ
easat-6498	87	3	perspective	perspective	NOUN
easat-6498	87	4	adds	add	VERB
easat-6498	87	5	an	an	DET
easat-6498	87	6	important	important	ADJ
easat-6498	87	7	dimension	dimension	NOUN
easat-6498	87	8	to	to	ADP
easat-6498	87	9	understanding	understand	VERB
easat-6498	87	10	the	the	DET
easat-6498	87	11	complexities	complexity	NOUN
easat-6498	87	12	of	of	ADP
easat-6498	87	13	ai	ai	ADJ
easat-6498	87	14	implementation	implementation	NOUN
easat-6498	87	15	beyond	beyond	ADP
easat-6498	87	16	purely	purely	ADV
easat-6498	87	17	technical	technical	ADJ
easat-6498	87	18	or	or	CCONJ
easat-6498	87	19	organizational	organizational	ADJ
easat-6498	87	20	considerations	consideration	NOUN
easat-6498	87	21	.	.	PUNCT
easat-6498	88	1	2.3	2.3	NUM
easat-6498	88	2	.	.	PUNCT
easat-6498	89	1	theoretical	theoretical	ADJ
easat-6498	89	2	foundation	foundation	NOUN
easat-6498	89	3	and	and	CCONJ
easat-6498	89	4	framework	framework	NOUN
easat-6498	89	5	fundamental	fundamental	ADJ
easat-6498	89	6	theoretical	theoretical	ADJ
easat-6498	89	7	support	support	NOUN
easat-6498	89	8	for	for	ADP
easat-6498	89	9	this	this	DET
easat-6498	89	10	study	study	NOUN
easat-6498	89	11	stands	stand	VERB
easat-6498	89	12	on	on	ADP
easat-6498	89	13	the	the	DET
easat-6498	89	14	pillars	pillar	NOUN
easat-6498	89	15	of	of	ADP
easat-6498	89	16	three	three	NUM
easat-6498	89	17	theories	theory	NOUN
easat-6498	89	18	:	:	PUNCT
easat-6498	89	19	innovation	innovation	NOUN
easat-6498	89	20	diffusion	diffusion	NOUN
easat-6498	89	21	theory	theory	NOUN
easat-6498	89	22	,	,	PUNCT
easat-6498	89	23	organizational	organizational	ADJ
easat-6498	89	24	learning	learning	NOUN
easat-6498	89	25	theory	theory	NOUN
easat-6498	89	26	,	,	PUNCT
easat-6498	89	27	and	and	CCONJ
easat-6498	89	28	the	the	DET
easat-6498	89	29	technology	technology	NOUN
easat-6498	89	30	acceptance	acceptance	NOUN
easat-6498	89	31	model	model	NOUN
easat-6498	89	32	.	.	PUNCT
easat-6498	90	1	lanford	lanford	PROPN
easat-6498	90	2	,	,	PUNCT
easat-6498	90	3	et	et	PROPN
easat-6498	90	4	al	al	PROPN
easat-6498	90	5	.	.	PUNCT
easat-6498	91	1	[	[	X
easat-6498	91	2	7	7	X
easat-6498	91	3	]	]	X
easat-6498	91	4	illustrate	illustrate	VERB
easat-6498	91	5	how	how	SCONJ
easat-6498	91	6	innovation	innovation	NOUN
easat-6498	91	7	diffusion	diffusion	NOUN
easat-6498	91	8	theory	theory	NOUN
easat-6498	91	9	provides	provide	VERB
easat-6498	91	10	a	a	DET
easat-6498	91	11	framework	framework	NOUN
easat-6498	91	12	for	for	ADP
easat-6498	91	13	the	the	DET
easat-6498	91	14	extraction	extraction	NOUN
easat-6498	91	15	of	of	ADP
easat-6498	91	16	essential	essential	ADJ
easat-6498	91	17	evidence	evidence	NOUN
easat-6498	91	18	about	about	ADP
easat-6498	91	19	the	the	DET
easat-6498	91	20	barriers	barrier	NOUN
easat-6498	91	21	and	and	CCONJ
easat-6498	91	22	enablers	enabler	NOUN
easat-6498	91	23	of	of	ADP
easat-6498	91	24	technology	technology	NOUN
easat-6498	91	25	adoption	adoption	NOUN
easat-6498	91	26	in	in	ADP
easat-6498	91	27	educational	educational	ADJ
easat-6498	91	28	settings	setting	NOUN
easat-6498	91	29	[	[	X
easat-6498	91	30	7	7	NUM
easat-6498	91	31	]	]	PUNCT
easat-6498	91	32	.	.	PUNCT
easat-6498	92	1	such	such	DET
easat-6498	92	2	a	a	DET
easat-6498	92	3	theory	theory	NOUN
easat-6498	92	4	allows	allow	VERB
easat-6498	92	5	explaining	explain	VERB
easat-6498	92	6	why	why	SCONJ
easat-6498	92	7	some	some	DET
easat-6498	92	8	heis	heis	NOUN
easat-6498	92	9	have	have	VERB
easat-6498	92	10	higher	high	ADJ
easat-6498	92	11	or	or	CCONJ
easat-6498	92	12	lower	low	ADJ
easat-6498	92	13	rates	rate	NOUN
easat-6498	92	14	of	of	ADP
easat-6498	92	15	ai	ai	PROPN
easat-6498	92	16	technology	technology	NOUN
easat-6498	92	17	adoption	adoption	NOUN
easat-6498	92	18	and	and	CCONJ
easat-6498	92	19	identifying	identify	VERB
easat-6498	92	20	key	key	ADJ
easat-6498	92	21	variables	variable	NOUN
easat-6498	92	22	affecting	affect	VERB
easat-6498	92	23	the	the	DET
easat-6498	92	24	success	success	NOUN
easat-6498	92	25	of	of	ADP
easat-6498	92	26	implementation	implementation	NOUN
easat-6498	92	27	.	.	PUNCT
easat-6498	93	1	according	accord	VERB
easat-6498	93	2	to	to	ADP
easat-6498	93	3	the	the	DET
easat-6498	93	4	organizational	organizational	ADJ
easat-6498	93	5	learning	learning	NOUN
easat-6498	93	6	theory	theory	NOUN
easat-6498	93	7	studied	study	VERB
easat-6498	93	8	by	by	ADP
easat-6498	93	9	luan	luan	PROPN
easat-6498	93	10	et	et	PROPN
easat-6498	93	11	al	al	PROPN
easat-6498	93	12	.	.	PROPN
easat-6498	94	1	in	in	ADP
easat-6498	94	2	his	his	PRON
easat-6498	94	3	work	work	NOUN
easat-6498	94	4	,	,	PUNCT
easat-6498	94	5	a	a	DET
easat-6498	94	6	method	method	NOUN
easat-6498	94	7	is	be	AUX
easat-6498	94	8	stated	state	VERB
easat-6498	94	9	where	where	SCONJ
easat-6498	94	10	an	an	DET
easat-6498	94	11	institution	institution	NOUN
easat-6498	94	12	creates	create	VERB
easat-6498	94	13	and	and	CCONJ
easat-6498	94	14	maintains	maintain	VERB
easat-6498	94	15	its	its	PRON
easat-6498	94	16	capacity	capacity	NOUN
easat-6498	94	17	to	to	PART
easat-6498	94	18	use	use	VERB
easat-6498	94	19	ai	ai	NOUN
easat-6498	94	20	technologies	technology	NOUN
easat-6498	94	21	effectively	effectively	ADV
easat-6498	94	22	[	[	X
easat-6498	94	23	23	23	NUM
easat-6498	94	24	]	]	PUNCT
easat-6498	94	25	.	.	PUNCT
easat-6498	95	1	it	it	PRON
easat-6498	95	2	then	then	ADV
easat-6498	95	3	becomes	become	VERB
easat-6498	95	4	significant	significant	ADJ
easat-6498	95	5	for	for	ADP
easat-6498	95	6	the	the	DET
easat-6498	95	7	derivation	derivation	NOUN
easat-6498	95	8	of	of	ADP
easat-6498	95	9	dynamic	dynamic	ADJ
easat-6498	95	10	capabilities	capability	NOUN
easat-6498	95	11	that	that	PRON
easat-6498	95	12	guarantee	guarantee	VERB
easat-6498	95	13	the	the	DET
easat-6498	95	14	successful	successful	ADJ
easat-6498	95	15	implementation	implementation	NOUN
easat-6498	95	16	of	of	ADP
easat-6498	95	17	ai	ai	NOUN
easat-6498	95	18	.	.	PUNCT
easat-6498	96	1	it	it	PRON
easat-6498	96	2	brings	bring	VERB
easat-6498	96	3	extra	extra	ADJ
easat-6498	96	4	depth	depth	NOUN
easat-6498	96	5	into	into	ADP
easat-6498	96	6	analyzing	analyze	VERB
easat-6498	96	7	user	user	NOUN
easat-6498	96	8	adoption	adoption	NOUN
easat-6498	96	9	of	of	ADP
easat-6498	96	10	the	the	DET
easat-6498	96	11	ai	ai	ADJ
easat-6498	96	12	-	-	PUNCT
easat-6498	96	13	driven	drive	VERB
easat-6498	96	14	system	system	NOUN
easat-6498	96	15	:	:	PUNCT
easat-6498	96	16	technology	technology	NOUN
easat-6498	96	17	acceptance	acceptance	NOUN
easat-6498	96	18	modeling	modeling	NOUN
easat-6498	96	19	.	.	PUNCT
easat-6498	97	1	according	accord	VERB
easat-6498	97	2	to	to	ADP
easat-6498	97	3	flavin	flavin	NOUN
easat-6498	97	4	[	[	NOUN
easat-6498	97	5	24	24	NUM
easat-6498	97	6	]	]	PUNCT
easat-6498	97	7	technology	technology	NOUN
easat-6498	97	8	adoption	adoption	NOUN
easat-6498	97	9	should	should	AUX
easat-6498	97	10	be	be	AUX
easat-6498	97	11	conceptualized	conceptualize	VERB
easat-6498	97	12	along	along	ADP
easat-6498	97	13	both	both	CCONJ
easat-6498	97	14	technical	technical	ADJ
easat-6498	97	15	and	and	CCONJ
easat-6498	97	16	psychosocial	psychosocial	ADJ
easat-6498	97	17	lines	line	NOUN
easat-6498	97	18	.	.	PUNCT
easat-6498	98	1	later	later	ADV
easat-6498	98	2	works	work	NOUN
easat-6498	98	3	have	have	AUX
easat-6498	98	4	extended	extend	VERB
easat-6498	98	5	this	this	DET
easat-6498	98	6	model	model	NOUN
easat-6498	98	7	,	,	PUNCT
easat-6498	98	8	one	one	NUM
easat-6498	98	9	such	such	ADJ
easat-6498	98	10	example	example	NOUN
easat-6498	98	11	being	be	AUX
easat-6498	98	12	the	the	DET
easat-6498	98	13	comprehensive	comprehensive	ADJ
easat-6498	98	14	work	work	NOUN
easat-6498	98	15	of	of	ADP
easat-6498	98	16	pelletier	pelletier	NOUN
easat-6498	98	17	et	et	PROPN
easat-6498	98	18	al	al	PROPN
easat-6498	98	19	.	.	PROPN
easat-6498	99	1	about	about	ADP
easat-6498	99	2	a	a	DET
easat-6498	99	3	wide	wide	ADJ
easat-6498	99	4	range	range	NOUN
easat-6498	99	5	of	of	ADP
easat-6498	99	6	emerging	emerge	VERB
easat-6498	99	7	new	new	ADJ
easat-6498	99	8	educational	educational	ADJ
easat-6498	99	9	technologies	technology	NOUN
easat-6498	99	10	[	[	X
easat-6498	99	11	25	25	NUM
easat-6498	99	12	]	]	PUNCT
easat-6498	99	13	.	.	PUNCT
easat-6498	100	1	these	these	DET
easat-6498	100	2	various	various	ADJ
easat-6498	100	3	theoretical	theoretical	ADJ
easat-6498	100	4	standpoints	standpoint	NOUN
easat-6498	100	5	provide	provide	VERB
easat-6498	100	6	a	a	DET
easat-6498	100	7	combined	combine	VERB
easat-6498	100	8	framework	framework	NOUN
easat-6498	100	9	from	from	ADP
easat-6498	100	10	which	which	PRON
easat-6498	100	11	the	the	DET
easat-6498	100	12	current	current	ADJ
easat-6498	100	13	investigation	investigation	NOUN
easat-6498	100	14	into	into	ADP
easat-6498	100	15	ai	ai	ADJ
easat-6498	100	16	-	-	PUNCT
easat-6498	100	17	driven	drive	VERB
easat-6498	100	18	innovation	innovation	NOUN
easat-6498	100	19	in	in	ADP
easat-6498	100	20	educational	educational	ADJ
easat-6498	100	21	management	management	NOUN
easat-6498	100	22	has	have	AUX
easat-6498	100	23	been	be	AUX
easat-6498	100	24	conducted	conduct	VERB
easat-6498	100	25	.	.	PUNCT
easat-6498	101	1	synthesizing	synthesize	VERB
easat-6498	101	2	this	this	DET
easat-6498	101	3	theoretical	theoretical	ADJ
easat-6498	101	4	and	and	CCONJ
easat-6498	101	5	conceptual	conceptual	ADJ
easat-6498	101	6	grounding	grounding	NOUN
easat-6498	101	7	into	into	ADP
easat-6498	101	8	the	the	DET
easat-6498	101	9	existing	exist	VERB
easat-6498	101	10	literature	literature	NOUN
easat-6498	101	11	leads	lead	VERB
easat-6498	101	12	to	to	ADP
easat-6498	101	13	an	an	DET
easat-6498	101	14	integrated	integrate	VERB
easat-6498	101	15	theoretical	theoretical	ADJ
easat-6498	101	16	framework	framework	NOUN
easat-6498	101	17	of	of	ADP
easat-6498	101	18	the	the	DET
easat-6498	101	19	research	research	NOUN
easat-6498	101	20	,	,	PUNCT
easat-6498	101	21	which	which	PRON
easat-6498	101	22	encapsulates	encapsulate	VERB
easat-6498	101	23	the	the	DET
easat-6498	101	24	critical	critical	ADJ
easat-6498	101	25	dimensions	dimension	NOUN
easat-6498	101	26	of	of	ADP
easat-6498	101	27	ai	ai	ADJ
easat-6498	101	28	implementation	implementation	NOUN
easat-6498	101	29	in	in	ADP
easat-6498	101	30	educational	educational	ADJ
easat-6498	101	31	management	management	NOUN
easat-6498	101	32	as	as	SCONJ
easat-6498	101	33	represented	represent	VERB
easat-6498	101	34	in	in	ADP
easat-6498	101	35	figure	figure	NOUN
easat-6498	101	36	1	1	NUM
easat-6498	101	37	.	.	PUNCT
easat-6498	102	1	it	it	PRON
easat-6498	102	2	represents	represent	VERB
easat-6498	102	3	a	a	DET
easat-6498	102	4	non	non	ADJ
easat-6498	102	5	-	-	ADJ
easat-6498	102	6	static	static	ADJ
easat-6498	102	7	2113	2113	NUM
easat-6498	102	8	edelweiss	edelweiss	PROPN
easat-6498	102	9	applied	apply	VERB
easat-6498	102	10	science	science	NOUN
easat-6498	102	11	and	and	CCONJ
easat-6498	102	12	technology	technology	NOUN
easat-6498	102	13	issn	issn	PROPN
easat-6498	102	14	:	:	PUNCT
easat-6498	102	15	2576	2576	NUM
easat-6498	102	16	-	-	SYM
easat-6498	102	17	8484	8484	NUM
easat-6498	102	18	vol	vol	NOUN
easat-6498	102	19	.	.	PROPN
easat-6498	103	1	9	9	NUM
easat-6498	103	2	,	,	PUNCT
easat-6498	103	3	no	no	INTJ
easat-6498	103	4	.	.	NOUN
easat-6498	103	5	4	4	NUM
easat-6498	103	6	:	:	PUNCT
easat-6498	103	7	2109	2109	NUM
easat-6498	103	8	-	-	SYM
easat-6498	103	9	2128	2128	NUM
easat-6498	103	10	,	,	PUNCT
easat-6498	103	11	2025	2025	NUM
easat-6498	103	12	doi	doi	NOUN
easat-6498	103	13	:	:	PUNCT
easat-6498	103	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	103	15	©	©	PROPN
easat-6498	103	16	2025	2025	NUM
easat-6498	103	17	by	by	ADP
easat-6498	103	18	the	the	DET
easat-6498	103	19	authors	author	NOUN
easat-6498	103	20	;	;	PUNCT
easat-6498	103	21	licensee	licensee	PROPN
easat-6498	103	22	learning	learning	NOUN
easat-6498	103	23	gate	gate	NOUN
easat-6498	103	24	process	process	NOUN
easat-6498	103	25	of	of	ADP
easat-6498	103	26	the	the	DET
easat-6498	103	27	relationship	relationship	NOUN
easat-6498	103	28	between	between	ADP
easat-6498	103	29	the	the	DET
easat-6498	103	30	institutional	institutional	ADJ
easat-6498	103	31	readiness	readiness	NOUN
easat-6498	103	32	factors	factor	NOUN
easat-6498	103	33	,	,	PUNCT
easat-6498	103	34	implementation	implementation	NOUN
easat-6498	103	35	processes	process	NOUN
easat-6498	103	36	,	,	PUNCT
easat-6498	103	37	and	and	CCONJ
easat-6498	103	38	resultant	resultant	VERB
easat-6498	103	39	outcomes	outcome	NOUN
easat-6498	103	40	,	,	PUNCT
easat-6498	103	41	considering	consider	VERB
easat-6498	103	42	environmental	environmental	ADJ
easat-6498	103	43	and	and	CCONJ
easat-6498	103	44	organizational	organizational	ADJ
easat-6498	103	45	moderators	moderator	NOUN
easat-6498	103	46	.	.	PUNCT
easat-6498	104	1	institutional	institutional	ADJ
easat-6498	104	2	factors	factor	NOUN
easat-6498	104	3	technological	technological	ADJ
easat-6498	104	4	readiness	readiness	NOUN
easat-6498	104	5	organizational	organizational	ADJ
easat-6498	104	6	learning	learning	NOUN
easat-6498	104	7	resource	resource	NOUN
easat-6498	104	8	availability	availability	NOUN
easat-6498	104	9	implementation	implementation	NOUN
easat-6498	104	10	process	process	NOUN
easat-6498	104	11	system	system	NOUN
easat-6498	104	12	integration	integration	NOUN
easat-6498	104	13	change	change	NOUN
easat-6498	104	14	management	management	NOUN
easat-6498	104	15	user	user	NOUN
easat-6498	104	16	adoption	adoption	NOUN
easat-6498	104	17	implementation	implementation	NOUN
easat-6498	104	18	outcomes	outcome	VERB
easat-6498	104	19	management	management	NOUN
easat-6498	104	20	efficiency	efficiency	NOUN
easat-6498	104	21	service	service	NOUN
easat-6498	104	22	quality	quality	NOUN
easat-6498	104	23	innovation	innovation	NOUN
easat-6498	104	24	performance	performance	NOUN
easat-6498	104	25	direct	direct	ADJ
easat-6498	104	26	effectdirect	effectdirect	NOUN
easat-6498	104	27	effect	effect	NOUN
easat-6498	104	28	feedback	feedback	NOUN
easat-6498	104	29	loop	loop	NOUN
easat-6498	104	30	external	external	ADJ
easat-6498	104	31	environment	environment	NOUN
easat-6498	104	32	direct	direct	ADJ
easat-6498	104	33	effect	effect	NOUN
easat-6498	104	34	figure	figure	NOUN
easat-6498	104	35	1	1	NUM
easat-6498	104	36	.	.	PUNCT
easat-6498	104	37	theoretical	theoretical	ADJ
easat-6498	104	38	framework	framework	NOUN
easat-6498	104	39	for	for	ADP
easat-6498	104	40	ai	ai	PRON
easat-6498	104	41	implementation	implementation	NOUN
easat-6498	104	42	in	in	ADP
easat-6498	104	43	educational	educational	ADJ
easat-6498	104	44	management	management	NOUN
easat-6498	104	45	.	.	PUNCT
easat-6498	105	1	these	these	PRON
easat-6498	105	2	are	be	AUX
easat-6498	105	3	separated	separate	VERB
easat-6498	105	4	into	into	ADP
easat-6498	105	5	three	three	NUM
easat-6498	105	6	major	major	ADJ
easat-6498	105	7	components	component	NOUN
easat-6498	105	8	that	that	PRON
easat-6498	105	9	interlink	interlink	VERB
easat-6498	105	10	through	through	ADP
easat-6498	105	11	dynamic	dynamic	ADJ
easat-6498	105	12	relations	relation	NOUN
easat-6498	105	13	:	:	PUNCT
easat-6498	105	14	(	(	PUNCT
easat-6498	105	15	1	1	X
easat-6498	105	16	)	)	PUNCT
easat-6498	105	17	institutional	institutional	ADJ
easat-6498	105	18	factors	factor	NOUN
easat-6498	105	19	-	-	PUNCT
easat-6498	105	20	that	that	ADV
easat-6498	105	21	is	be	AUX
easat-6498	105	22	,	,	PUNCT
easat-6498	105	23	the	the	DET
easat-6498	105	24	fundamental	fundamental	ADJ
easat-6498	105	25	elements	element	NOUN
easat-6498	105	26	characterizing	characterize	VERB
easat-6498	105	27	an	an	DET
easat-6498	105	28	institution	institution	NOUN
easat-6498	105	29	's	's	PART
easat-6498	105	30	ability	ability	NOUN
easat-6498	105	31	to	to	PART
easat-6498	105	32	adopt	adopt	VERB
easat-6498	105	33	ai	ai	VERB
easat-6498	105	34	-	-	PUNCT
easat-6498	105	35	driven	drive	VERB
easat-6498	105	36	innovations	innovation	NOUN
easat-6498	105	37	,	,	PUNCT
easat-6498	105	38	including	include	VERB
easat-6498	105	39	technological	technological	ADJ
easat-6498	105	40	readiness	readiness	NOUN
easat-6498	105	41	,	,	PUNCT
easat-6498	105	42	organizational	organizational	ADJ
easat-6498	105	43	learning	learning	NOUN
easat-6498	105	44	capabilities	capability	NOUN
easat-6498	105	45	,	,	PUNCT
easat-6498	105	46	and	and	CCONJ
easat-6498	105	47	resource	resource	NOUN
easat-6498	105	48	endowments	endowment	NOUN
easat-6498	105	49	;	;	PUNCT
easat-6498	105	50	(	(	PUNCT
easat-6498	105	51	2	2	X
easat-6498	105	52	)	)	PUNCT
easat-6498	105	53	implementation	implementation	NOUN
easat-6498	105	54	process	process	NOUN
easat-6498	105	55	-	-	PUNCT
easat-6498	105	56	that	that	ADV
easat-6498	105	57	is	be	AUX
easat-6498	105	58	,	,	PUNCT
easat-6498	105	59	the	the	DET
easat-6498	105	60	steps	step	NOUN
easat-6498	105	61	and	and	CCONJ
easat-6498	105	62	activities	activity	NOUN
easat-6498	105	63	critical	critical	ADJ
easat-6498	105	64	to	to	PART
easat-6498	105	65	ai	ai	VERB
easat-6498	105	66	implementation	implementation	NOUN
easat-6498	105	67	-	-	PUNCT
easat-6498	105	68	system	system	NOUN
easat-6498	105	69	integration	integration	NOUN
easat-6498	105	70	,	,	PUNCT
easat-6498	105	71	change	change	NOUN
easat-6498	105	72	management	management	NOUN
easat-6498	105	73	,	,	PUNCT
easat-6498	105	74	and	and	CCONJ
easat-6498	105	75	adoption	adoption	NOUN
easat-6498	105	76	strategies	strategy	NOUN
easat-6498	105	77	by	by	ADP
easat-6498	105	78	users	user	NOUN
easat-6498	105	79	;	;	PUNCT
easat-6498	105	80	and	and	CCONJ
easat-6498	105	81	(	(	PUNCT
easat-6498	105	82	3	3	X
easat-6498	105	83	)	)	PUNCT
easat-6498	105	84	outcomesmultidimensionality	outcomesmultidimensionality	NOUN
easat-6498	105	85	of	of	ADP
easat-6498	105	86	implementation	implementation	NOUN
easat-6498	105	87	success	success	NOUN
easat-6498	105	88	measured	measure	VERB
easat-6498	105	89	by	by	ADP
easat-6498	105	90	efficiency	efficiency	NOUN
easat-6498	105	91	in	in	ADP
easat-6498	105	92	management	management	NOUN
easat-6498	105	93	,	,	PUNCT
easat-6498	105	94	service	service	NOUN
easat-6498	105	95	quality	quality	NOUN
easat-6498	105	96	,	,	PUNCT
easat-6498	105	97	and	and	CCONJ
easat-6498	105	98	innovation	innovation	NOUN
easat-6498	105	99	performance	performance	NOUN
easat-6498	105	100	.	.	PUNCT
easat-6498	106	1	this	this	DET
easat-6498	106	2	framework	framework	NOUN
easat-6498	106	3	assumes	assume	VERB
easat-6498	106	4	a	a	DET
easat-6498	106	5	strong	strong	ADJ
easat-6498	106	6	influence	influence	NOUN
easat-6498	106	7	of	of	ADP
easat-6498	106	8	the	the	DET
easat-6498	106	9	exogenous	exogenous	ADJ
easat-6498	106	10	environment	environment	NOUN
easat-6498	106	11	on	on	ADP
easat-6498	106	12	implementation	implementation	NOUN
easat-6498	106	13	and	and	CCONJ
easat-6498	106	14	considers	consider	VERB
easat-6498	106	15	feedback	feedback	NOUN
easat-6498	106	16	loops	loop	NOUN
easat-6498	106	17	showing	show	VERB
easat-6498	106	18	that	that	SCONJ
easat-6498	106	19	,	,	PUNCT
easat-6498	106	20	with	with	ADP
easat-6498	106	21	time	time	NOUN
easat-6498	106	22	,	,	PUNCT
easat-6498	106	23	how	how	SCONJ
easat-6498	106	24	implementation	implementation	NOUN
easat-6498	106	25	results	result	NOUN
easat-6498	106	26	may	may	AUX
easat-6498	106	27	reshape	reshape	VERB
easat-6498	106	28	the	the	DET
easat-6498	106	29	institutional	institutional	ADJ
easat-6498	106	30	factors	factor	NOUN
easat-6498	106	31	.	.	PUNCT
easat-6498	107	1	3	3	X
easat-6498	107	2	.	.	X
easat-6498	107	3	data	datum	NOUN
easat-6498	107	4	sample	sample	NOUN
easat-6498	107	5	and	and	CCONJ
easat-6498	107	6	variable	variable	ADJ
easat-6498	107	7	definition	definition	NOUN
easat-6498	107	8	3.1	3.1	NUM
easat-6498	107	9	.	.	PUNCT
easat-6498	107	10	selection	selection	NOUN
easat-6498	107	11	of	of	ADP
easat-6498	107	12	research	research	NOUN
easat-6498	107	13	objects	object	NOUN
easat-6498	107	14	this	this	DET
easat-6498	107	15	study	study	NOUN
easat-6498	107	16	focuses	focus	VERB
easat-6498	107	17	on	on	ADP
easat-6498	107	18	higher	high	ADJ
easat-6498	107	19	education	education	NOUN
easat-6498	107	20	institutions	institution	NOUN
easat-6498	107	21	in	in	ADP
easat-6498	107	22	the	the	DET
easat-6498	107	23	yangtze	yangtze	PROPN
easat-6498	107	24	river	river	PROPN
easat-6498	107	25	delta	delta	PROPN
easat-6498	107	26	region	region	NOUN
easat-6498	107	27	of	of	ADP
easat-6498	107	28	china	china	PROPN
easat-6498	107	29	,	,	PUNCT
easat-6498	107	30	which	which	PRON
easat-6498	107	31	represents	represent	VERB
easat-6498	107	32	one	one	NUM
easat-6498	107	33	of	of	ADP
easat-6498	107	34	the	the	DET
easat-6498	107	35	most	most	ADV
easat-6498	107	36	developed	develop	VERB
easat-6498	107	37	areas	area	NOUN
easat-6498	107	38	in	in	ADP
easat-6498	107	39	terms	term	NOUN
easat-6498	107	40	of	of	ADP
easat-6498	107	41	educational	educational	ADJ
easat-6498	107	42	technology	technology	NOUN
easat-6498	107	43	adoption	adoption	NOUN
easat-6498	107	44	and	and	CCONJ
easat-6498	107	45	innovation	innovation	NOUN
easat-6498	107	46	.	.	PUNCT
easat-6498	108	1	the	the	DET
easat-6498	108	2	selection	selection	NOUN
easat-6498	108	3	of	of	ADP
easat-6498	108	4	this	this	DET
easat-6498	108	5	region	region	NOUN
easat-6498	108	6	is	be	AUX
easat-6498	108	7	based	base	VERB
easat-6498	108	8	on	on	ADP
easat-6498	108	9	several	several	ADJ
easat-6498	108	10	critical	critical	ADJ
easat-6498	108	11	considerations	consideration	NOUN
easat-6498	108	12	that	that	PRON
easat-6498	108	13	align	align	VERB
easat-6498	108	14	with	with	ADP
easat-6498	108	15	our	our	PRON
easat-6498	108	16	research	research	NOUN
easat-6498	108	17	objectives	objective	NOUN
easat-6498	108	18	.	.	PUNCT
easat-6498	109	1	the	the	DET
easat-6498	109	2	region	region	NOUN
easat-6498	109	3	hosts	host	VERB
easat-6498	109	4	a	a	DET
easat-6498	109	5	significant	significant	ADJ
easat-6498	109	6	concentration	concentration	NOUN
easat-6498	109	7	of	of	ADP
easat-6498	109	8	higher	high	ADJ
easat-6498	109	9	education	education	NOUN
easat-6498	109	10	institutions	institution	NOUN
easat-6498	109	11	with	with	ADP
easat-6498	109	12	diverse	diverse	ADJ
easat-6498	109	13	characteristics	characteristic	NOUN
easat-6498	109	14	,	,	PUNCT
easat-6498	109	15	demonstrates	demonstrate	VERB
easat-6498	109	16	varying	vary	VERB
easat-6498	109	17	levels	level	NOUN
easat-6498	109	18	of	of	ADP
easat-6498	109	19	ai	ai	ADJ
easat-6498	109	20	implementation	implementation	NOUN
easat-6498	109	21	in	in	ADP
easat-6498	109	22	educational	educational	ADJ
easat-6498	109	23	management	management	NOUN
easat-6498	109	24	,	,	PUNCT
easat-6498	109	25	and	and	CCONJ
easat-6498	109	26	possesses	possess	VERB
easat-6498	109	27	advanced	advanced	ADJ
easat-6498	109	28	technological	technological	ADJ
easat-6498	109	29	infrastructure	infrastructure	NOUN
easat-6498	109	30	that	that	PRON
easat-6498	109	31	ensures	ensure	VERB
easat-6498	109	32	the	the	DET
easat-6498	109	33	relevance	relevance	NOUN
easat-6498	109	34	of	of	ADP
easat-6498	109	35	our	our	PRON
easat-6498	109	36	investigation	investigation	NOUN
easat-6498	109	37	into	into	ADP
easat-6498	109	38	ai	ai	ADJ
easat-6498	109	39	-	-	PUNCT
easat-6498	109	40	driven	drive	VERB
easat-6498	109	41	innovation	innovation	NOUN
easat-6498	109	42	.	.	PUNCT
easat-6498	110	1	these	these	DET
easat-6498	110	2	characteristics	characteristic	NOUN
easat-6498	110	3	make	make	VERB
easat-6498	110	4	the	the	DET
easat-6498	110	5	region	region	NOUN
easat-6498	110	6	an	an	DET
easat-6498	110	7	ideal	ideal	NOUN
easat-6498	110	8	setting	setting	NOUN
easat-6498	110	9	for	for	ADP
easat-6498	110	10	examining	examine	VERB
easat-6498	110	11	the	the	DET
easat-6498	110	12	factors	factor	NOUN
easat-6498	110	13	influencing	influence	VERB
easat-6498	110	14	ai	ai	VERB
easat-6498	110	15	implementation	implementation	NOUN
easat-6498	110	16	success	success	NOUN
easat-6498	110	17	in	in	ADP
easat-6498	110	18	educational	educational	ADJ
easat-6498	110	19	management	management	NOUN
easat-6498	110	20	.	.	PUNCT
easat-6498	111	1	the	the	DET
easat-6498	111	2	total	total	ADJ
easat-6498	111	3	sampling	sample	VERB
easat-6498	111	4	frame	frame	NOUN
easat-6498	111	5	amounts	amount	VERB
easat-6498	111	6	to	to	ADP
easat-6498	111	7	45	45	NUM
easat-6498	111	8	undergraduate	undergraduate	NOUN
easat-6498	111	9	institutions	institution	NOUN
easat-6498	111	10	within	within	ADP
easat-6498	111	11	the	the	DET
easat-6498	111	12	four	four	NUM
easat-6498	111	13	major	major	ADJ
easat-6498	111	14	administrative	administrative	ADJ
easat-6498	111	15	areas	area	NOUN
easat-6498	111	16	of	of	ADP
easat-6498	111	17	the	the	DET
easat-6498	111	18	region	region	NOUN
easat-6498	111	19	-	-	PUNCT
easat-6498	111	20	shanghai	shanghai	PROPN
easat-6498	111	21	,	,	PUNCT
easat-6498	111	22	jiangsu	jiangsu	PROPN
easat-6498	111	23	province	province	PROPN
easat-6498	111	24	,	,	PUNCT
easat-6498	111	25	zhejiang	zhejiang	PROPN
easat-6498	111	26	province	province	PROPN
easat-6498	111	27	,	,	PUNCT
easat-6498	111	28	and	and	CCONJ
easat-6498	111	29	anhui	anhui	PROPN
easat-6498	111	30	province	province	PROPN
easat-6498	111	31	.	.	PUNCT
easat-6498	112	1	2114	2114	NUM
easat-6498	112	2	edelweiss	edelweiss	PROPN
easat-6498	112	3	applied	apply	VERB
easat-6498	112	4	science	science	NOUN
easat-6498	112	5	and	and	CCONJ
easat-6498	112	6	technology	technology	NOUN
easat-6498	112	7	issn	issn	PROPN
easat-6498	112	8	:	:	PUNCT
easat-6498	112	9	2576	2576	NUM
easat-6498	112	10	-	-	SYM
easat-6498	112	11	8484	8484	NUM
easat-6498	112	12	vol	vol	NOUN
easat-6498	112	13	.	.	PROPN
easat-6498	113	1	9	9	NUM
easat-6498	113	2	,	,	PUNCT
easat-6498	113	3	no	no	INTJ
easat-6498	113	4	.	.	NOUN
easat-6498	113	5	4	4	NUM
easat-6498	113	6	:	:	PUNCT
easat-6498	113	7	2109	2109	NUM
easat-6498	113	8	-	-	SYM
easat-6498	113	9	2128	2128	NUM
easat-6498	113	10	,	,	PUNCT
easat-6498	113	11	2025	2025	NUM
easat-6498	113	12	doi	doi	NOUN
easat-6498	113	13	:	:	PUNCT
easat-6498	113	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	113	15	©	©	PROPN
easat-6498	113	16	2025	2025	NUM
easat-6498	113	17	by	by	ADP
easat-6498	113	18	the	the	DET
easat-6498	113	19	authors	author	NOUN
easat-6498	113	20	;	;	PUNCT
easat-6498	113	21	licensee	licensee	PROPN
easat-6498	113	22	learning	learning	NOUN
easat-6498	113	23	gate	gate	NOUN
easat-6498	113	24	we	we	PRON
easat-6498	113	25	used	use	VERB
easat-6498	113	26	stratified	stratified	ADJ
easat-6498	113	27	sampling	sampling	NOUN
easat-6498	113	28	according	accord	VERB
easat-6498	113	29	to	to	ADP
easat-6498	113	30	institutional	institutional	ADJ
easat-6498	113	31	type	type	NOUN
easat-6498	113	32	-	-	PUNCT
easat-6498	113	33	comprehensive	comprehensive	ADJ
easat-6498	113	34	,	,	PUNCT
easat-6498	113	35	science	science	NOUN
easat-6498	113	36	and	and	CCONJ
easat-6498	113	37	technology	technology	NOUN
easat-6498	113	38	,	,	PUNCT
easat-6498	113	39	normal	normal	ADJ
easat-6498	113	40	universities	university	NOUN
easat-6498	113	41	-	-	PUNCT
easat-6498	113	42	institution	institution	NOUN
easat-6498	113	43	size	size	NOUN
easat-6498	113	44	,	,	PUNCT
easat-6498	113	45	estimated	estimate	VERB
easat-6498	113	46	according	accord	VERB
easat-6498	113	47	to	to	ADP
easat-6498	113	48	students	student	NOUN
easat-6498	113	49	enrolled	enrol	VERB
easat-6498	113	50	-	-	PUNCT
easat-6498	113	51	and	and	CCONJ
easat-6498	113	52	current	current	ADJ
easat-6498	113	53	status	status	NOUN
easat-6498	113	54	of	of	ADP
easat-6498	113	55	ai	ai	ADJ
easat-6498	113	56	management	management	NOUN
easat-6498	113	57	implementation	implementation	NOUN
easat-6498	113	58	to	to	PART
easat-6498	113	59	comprehensively	comprehensively	ADV
easat-6498	113	60	represent	represent	VERB
easat-6498	113	61	the	the	DET
easat-6498	113	62	universities	university	NOUN
easat-6498	113	63	of	of	ADP
easat-6498	113	64	different	different	ADJ
easat-6498	113	65	types	type	NOUN
easat-6498	113	66	under	under	ADP
easat-6498	113	67	study	study	NOUN
easat-6498	113	68	.	.	PUNCT
easat-6498	114	1	after	after	ADP
easat-6498	114	2	formal	formal	ADJ
easat-6498	114	3	communications	communication	NOUN
easat-6498	114	4	with	with	ADP
easat-6498	114	5	institutional	institutional	ADJ
easat-6498	114	6	administrators	administrator	NOUN
easat-6498	114	7	and	and	CCONJ
easat-6498	114	8	respective	respective	ADJ
easat-6498	114	9	departments	department	NOUN
easat-6498	114	10	,	,	PUNCT
easat-6498	114	11	35	35	NUM
easat-6498	114	12	institutions	institution	NOUN
easat-6498	114	13	agreed	agree	VERB
easat-6498	114	14	to	to	PART
easat-6498	114	15	participate	participate	VERB
easat-6498	114	16	in	in	ADP
easat-6498	114	17	the	the	DET
easat-6498	114	18	study	study	NOUN
easat-6498	114	19	,	,	PUNCT
easat-6498	114	20	accounting	account	VERB
easat-6498	114	21	for	for	ADP
easat-6498	114	22	a	a	DET
easat-6498	114	23	77.8	77.8	NUM
easat-6498	114	24	%	%	NOUN
easat-6498	114	25	initial	initial	ADJ
easat-6498	114	26	response	response	NOUN
easat-6498	114	27	rate	rate	NOUN
easat-6498	114	28	.	.	PUNCT
easat-6498	115	1	following	follow	VERB
easat-6498	115	2	yu	yu	PROPN
easat-6498	115	3	[	[	X
easat-6498	115	4	6	6	NUM
easat-6498	115	5	]	]	PUNCT
easat-6498	115	6	,	,	PUNCT
easat-6498	115	7	we	we	PRON
easat-6498	115	8	did	do	VERB
easat-6498	115	9	a	a	DET
easat-6498	115	10	preliminary	preliminary	ADJ
easat-6498	115	11	assessment	assessment	NOUN
easat-6498	115	12	of	of	ADP
easat-6498	115	13	the	the	DET
easat-6498	115	14	status	status	NOUN
easat-6498	115	15	of	of	ADP
easat-6498	115	16	ai	ai	ADJ
easat-6498	115	17	implementation	implementation	NOUN
easat-6498	115	18	for	for	SCONJ
easat-6498	115	19	these	these	DET
easat-6498	115	20	institutions	institution	NOUN
easat-6498	115	21	to	to	PART
easat-6498	115	22	validate	validate	VERB
easat-6498	115	23	their	their	PRON
easat-6498	115	24	appropriateness	appropriateness	NOUN
easat-6498	115	25	for	for	ADP
easat-6498	115	26	our	our	PRON
easat-6498	115	27	research	research	NOUN
easat-6498	115	28	purposes	purpose	NOUN
easat-6498	115	29	.	.	PUNCT
easat-6498	116	1	3.2	3.2	NUM
easat-6498	116	2	.	.	PUNCT
easat-6498	117	1	data	datum	NOUN
easat-6498	117	2	collection	collection	NOUN
easat-6498	117	3	methods	method	NOUN
easat-6498	117	4	our	our	PRON
easat-6498	117	5	data	data	NOUN
easat-6498	117	6	collection	collection	NOUN
easat-6498	117	7	strategy	strategy	NOUN
easat-6498	117	8	is	be	AUX
easat-6498	117	9	multi	multi	ADJ
easat-6498	117	10	-	-	NOUN
easat-6498	117	11	source	source	NOUN
easat-6498	117	12	and	and	CCONJ
easat-6498	117	13	was	be	AUX
easat-6498	117	14	carried	carry	VERB
easat-6498	117	15	out	out	ADP
easat-6498	117	16	between	between	ADP
easat-6498	117	17	september	september	PROPN
easat-6498	117	18	2024	2024	NUM
easat-6498	117	19	and	and	CCONJ
easat-6498	117	20	december	december	PROPN
easat-6498	117	21	2024	2024	NUM
easat-6498	117	22	,	,	PUNCT
easat-6498	117	23	including	include	VERB
easat-6498	117	24	efforts	effort	NOUN
easat-6498	117	25	to	to	PART
easat-6498	117	26	enhance	enhance	VERB
easat-6498	117	27	the	the	DET
easat-6498	117	28	reliability	reliability	NOUN
easat-6498	117	29	of	of	ADP
easat-6498	117	30	data	datum	NOUN
easat-6498	117	31	by	by	ADP
easat-6498	117	32	presenting	present	VERB
easat-6498	117	33	diversified	diversified	ADJ
easat-6498	117	34	information	information	NOUN
easat-6498	117	35	on	on	ADP
easat-6498	117	36	the	the	DET
easat-6498	117	37	issue	issue	NOUN
easat-6498	117	38	of	of	ADP
easat-6498	117	39	ai	ai	ADJ
easat-6498	117	40	implementation	implementation	NOUN
easat-6498	117	41	in	in	ADP
easat-6498	117	42	educational	educational	ADJ
easat-6498	117	43	management	management	NOUN
easat-6498	117	44	.	.	PUNCT
easat-6498	118	1	structured	structured	ADJ
easat-6498	118	2	questionnaires	questionnaire	NOUN
easat-6498	118	3	were	be	AUX
easat-6498	118	4	distributed	distribute	VERB
easat-6498	118	5	to	to	ADP
easat-6498	118	6	three	three	NUM
easat-6498	118	7	major	major	ADJ
easat-6498	118	8	stakeholder	stakeholder	NOUN
easat-6498	118	9	groups	group	NOUN
easat-6498	118	10	:	:	PUNCT
easat-6498	118	11	administrative	administrative	ADJ
easat-6498	118	12	staff	staff	NOUN
easat-6498	118	13	,	,	PUNCT
easat-6498	118	14	faculty	faculty	NOUN
easat-6498	118	15	members	member	NOUN
easat-6498	118	16	,	,	PUNCT
easat-6498	118	17	and	and	CCONJ
easat-6498	118	18	students	student	NOUN
easat-6498	118	19	.	.	PUNCT
easat-6498	119	1	the	the	DET
easat-6498	119	2	questionnaires	questionnaire	NOUN
easat-6498	119	3	were	be	AUX
easat-6498	119	4	designed	design	VERB
easat-6498	119	5	to	to	PART
easat-6498	119	6	include	include	VERB
easat-6498	119	7	both	both	CCONJ
easat-6498	119	8	the	the	DET
easat-6498	119	9	technical	technical	ADJ
easat-6498	119	10	and	and	CCONJ
easat-6498	119	11	organizational	organizational	ADJ
easat-6498	119	12	features	feature	NOUN
easat-6498	119	13	of	of	ADP
easat-6498	119	14	ai	ai	ADJ
easat-6498	119	15	implementation	implementation	NOUN
easat-6498	119	16	,	,	PUNCT
easat-6498	119	17	while	while	SCONJ
easat-6498	119	18	some	some	DET
easat-6498	119	19	parts	part	NOUN
easat-6498	119	20	were	be	AUX
easat-6498	119	21	unique	unique	ADJ
easat-6498	119	22	to	to	ADP
easat-6498	119	23	each	each	DET
easat-6498	119	24	group	group	NOUN
easat-6498	119	25	in	in	SCONJ
easat-6498	119	26	order	order	NOUN
easat-6498	119	27	to	to	PART
easat-6498	119	28	get	get	AUX
easat-6498	119	29	insight	insight	NOUN
easat-6498	119	30	into	into	ADP
easat-6498	119	31	their	their	PRON
easat-6498	119	32	standpoints	standpoint	NOUN
easat-6498	119	33	and	and	CCONJ
easat-6498	119	34	level	level	NOUN
easat-6498	119	35	of	of	ADP
easat-6498	119	36	experience	experience	NOUN
easat-6498	119	37	with	with	ADP
easat-6498	119	38	these	these	DET
easat-6498	119	39	systems	system	NOUN
easat-6498	119	40	.	.	PUNCT
easat-6498	120	1	questionnaires	questionnaire	NOUN
easat-6498	120	2	were	be	AUX
easat-6498	120	3	administered	administer	VERB
easat-6498	120	4	via	via	ADP
easat-6498	120	5	the	the	DET
easat-6498	120	6	professional	professional	ADJ
easat-6498	120	7	survey	survey	NOUN
easat-6498	120	8	platform	platform	NOUN
easat-6498	120	9	qualtrics	qualtric	NOUN
easat-6498	120	10	,	,	PUNCT
easat-6498	120	11	which	which	PRON
easat-6498	120	12	embeds	embed	VERB
easat-6498	120	13	logical	logical	ADJ
easat-6498	120	14	checks	check	NOUN
easat-6498	120	15	and	and	CCONJ
easat-6498	120	16	monitors	monitor	VERB
easat-6498	120	17	completion	completion	NOUN
easat-6498	120	18	time	time	NOUN
easat-6498	120	19	to	to	PART
easat-6498	120	20	ensure	ensure	VERB
easat-6498	120	21	the	the	DET
easat-6498	120	22	quality	quality	NOUN
easat-6498	120	23	of	of	ADP
easat-6498	120	24	responses	response	NOUN
easat-6498	120	25	.	.	PUNCT
easat-6498	121	1	after	after	ADP
easat-6498	121	2	an	an	DET
easat-6498	121	3	intensive	intensive	ADJ
easat-6498	121	4	cleaning	cleaning	NOUN
easat-6498	121	5	process	process	NOUN
easat-6498	121	6	,	,	PUNCT
easat-6498	121	7	our	our	PRON
easat-6498	121	8	final	final	ADJ
easat-6498	121	9	sample	sample	NOUN
easat-6498	121	10	included	include	VERB
easat-6498	121	11	847	847	NUM
easat-6498	121	12	valid	valid	ADJ
easat-6498	121	13	responses	response	NOUN
easat-6498	121	14	:	:	PUNCT
easat-6498	121	15	186	186	NUM
easat-6498	121	16	from	from	ADP
easat-6498	121	17	administrative	administrative	ADJ
easat-6498	121	18	staff	staff	NOUN
easat-6498	121	19	,	,	PUNCT
easat-6498	121	20	289	289	NUM
easat-6498	121	21	from	from	ADP
easat-6498	121	22	faculty	faculty	NOUN
easat-6498	121	23	members	member	NOUN
easat-6498	121	24	,	,	PUNCT
easat-6498	121	25	and	and	CCONJ
easat-6498	121	26	372	372	NUM
easat-6498	121	27	from	from	ADP
easat-6498	121	28	students	student	NOUN
easat-6498	121	29	,	,	PUNCT
easat-6498	121	30	with	with	ADP
easat-6498	121	31	respective	respective	ADJ
easat-6498	121	32	response	response	NOUN
easat-6498	121	33	rates	rate	NOUN
easat-6498	121	34	of	of	ADP
easat-6498	121	35	82.3	82.3	NUM
easat-6498	121	36	%	%	NOUN
easat-6498	121	37	,	,	PUNCT
easat-6498	121	38	78.5	78.5	NUM
easat-6498	121	39	%	%	NOUN
easat-6498	121	40	,	,	PUNCT
easat-6498	121	41	and	and	CCONJ
easat-6498	121	42	85.1	85.1	NUM
easat-6498	121	43	%	%	NOUN
easat-6498	121	44	.	.	PUNCT
easat-6498	122	1	this	this	DET
easat-6498	122	2	research	research	NOUN
easat-6498	122	3	adhered	adhere	VERB
easat-6498	122	4	strictly	strictly	ADV
easat-6498	122	5	to	to	ADP
easat-6498	122	6	ethical	ethical	ADJ
easat-6498	122	7	research	research	NOUN
easat-6498	122	8	standards	standard	NOUN
easat-6498	122	9	.	.	PUNCT
easat-6498	123	1	all	all	DET
easat-6498	123	2	participating	participate	VERB
easat-6498	123	3	institutions	institution	NOUN
easat-6498	123	4	and	and	CCONJ
easat-6498	123	5	individual	individual	ADJ
easat-6498	123	6	participants	participant	NOUN
easat-6498	123	7	signed	sign	VERB
easat-6498	123	8	informed	informed	ADJ
easat-6498	123	9	consent	consent	NOUN
easat-6498	123	10	forms	form	NOUN
easat-6498	123	11	detailing	detail	VERB
easat-6498	123	12	the	the	DET
easat-6498	123	13	research	research	NOUN
easat-6498	123	14	purpose	purpose	NOUN
easat-6498	123	15	,	,	PUNCT
easat-6498	123	16	data	datum	NOUN
easat-6498	123	17	usage	usage	NOUN
easat-6498	123	18	methods	method	NOUN
easat-6498	123	19	,	,	PUNCT
easat-6498	123	20	and	and	CCONJ
easat-6498	123	21	their	their	PRON
easat-6498	123	22	right	right	NOUN
easat-6498	123	23	to	to	PART
easat-6498	123	24	withdraw	withdraw	VERB
easat-6498	123	25	from	from	ADP
easat-6498	123	26	the	the	DET
easat-6498	123	27	study	study	NOUN
easat-6498	123	28	at	at	ADP
easat-6498	123	29	any	any	DET
easat-6498	123	30	time	time	NOUN
easat-6498	123	31	.	.	PUNCT
easat-6498	124	1	the	the	DET
easat-6498	124	2	questionnaire	questionnaire	NOUN
easat-6498	124	3	explicitly	explicitly	ADV
easat-6498	124	4	informed	inform	VERB
easat-6498	124	5	all	all	DET
easat-6498	124	6	participants	participant	NOUN
easat-6498	124	7	that	that	PRON
easat-6498	124	8	collected	collect	VERB
easat-6498	124	9	data	datum	NOUN
easat-6498	124	10	would	would	AUX
easat-6498	124	11	be	be	AUX
easat-6498	124	12	used	use	VERB
easat-6498	124	13	solely	solely	ADV
easat-6498	124	14	for	for	ADP
easat-6498	124	15	academic	academic	ADJ
easat-6498	124	16	research	research	NOUN
easat-6498	124	17	purposes	purpose	NOUN
easat-6498	124	18	and	and	CCONJ
easat-6498	124	19	would	would	AUX
easat-6498	124	20	be	be	AUX
easat-6498	124	21	anonymized	anonymize	VERB
easat-6498	124	22	during	during	ADP
easat-6498	124	23	analysis	analysis	NOUN
easat-6498	124	24	.	.	PUNCT
easat-6498	125	1	3.3	3.3	NUM
easat-6498	125	2	.	.	PUNCT
easat-6498	126	1	variable	variable	ADJ
easat-6498	126	2	definition	definition	NOUN
easat-6498	126	3	and	and	CCONJ
easat-6498	126	4	measurement	measurement	NOUN
easat-6498	126	5	following	follow	VERB
easat-6498	126	6	li	li	PROPN
easat-6498	126	7	,	,	PUNCT
easat-6498	126	8	et	et	PROPN
easat-6498	126	9	al	al	PROPN
easat-6498	126	10	.	.	PUNCT
easat-6498	127	1	[	[	X
easat-6498	127	2	4	4	X
easat-6498	127	3	]	]	PUNCT
easat-6498	127	4	by	by	ADP
easat-6498	127	5	adapting	adapt	VERB
easat-6498	127	6	their	their	PRON
easat-6498	127	7	work	work	NOUN
easat-6498	127	8	to	to	ADP
easat-6498	127	9	our	our	PRON
easat-6498	127	10	research	research	NOUN
easat-6498	127	11	context	context	NOUN
easat-6498	127	12	,	,	PUNCT
easat-6498	127	13	we	we	PRON
easat-6498	127	14	developed	develop	VERB
easat-6498	127	15	a	a	DET
easat-6498	127	16	comprehensive	comprehensive	ADJ
easat-6498	127	17	measurement	measurement	NOUN
easat-6498	127	18	framework	framework	NOUN
easat-6498	127	19	for	for	ADP
easat-6498	127	20	assessing	assess	VERB
easat-6498	127	21	the	the	DET
easat-6498	127	22	success	success	NOUN
easat-6498	127	23	of	of	ADP
easat-6498	127	24	ai	ai	ADJ
easat-6498	127	25	implementation	implementation	NOUN
easat-6498	127	26	in	in	ADP
easat-6498	127	27	managing	manage	VERB
easat-6498	127	28	education	education	NOUN
easat-6498	127	29	.	.	PUNCT
easat-6498	128	1	our	our	PRON
easat-6498	128	2	dependent	dependent	ADJ
easat-6498	128	3	variables	variable	NOUN
easat-6498	128	4	,	,	PUNCT
easat-6498	128	5	in	in	ADP
easat-6498	128	6	this	this	DET
easat-6498	128	7	respect	respect	NOUN
easat-6498	128	8	,	,	PUNCT
easat-6498	128	9	are	be	AUX
easat-6498	128	10	represented	represent	VERB
easat-6498	128	11	by	by	ADP
easat-6498	128	12	two	two	NUM
easat-6498	128	13	dimensions	dimension	NOUN
easat-6498	128	14	,	,	PUNCT
easat-6498	128	15	namely	namely	ADV
easat-6498	128	16	,	,	PUNCT
easat-6498	128	17	enhancements	enhancement	NOUN
easat-6498	128	18	of	of	ADP
easat-6498	128	19	management	management	NOUN
easat-6498	128	20	efficiencies	efficiency	NOUN
easat-6498	128	21	and	and	CCONJ
easat-6498	128	22	improvements	improvement	NOUN
easat-6498	128	23	of	of	ADP
easat-6498	128	24	quality	quality	NOUN
easat-6498	128	25	in	in	ADP
easat-6498	128	26	services	service	NOUN
easat-6498	128	27	.	.	PUNCT
easat-6498	129	1	each	each	PRON
easat-6498	129	2	uses	use	VERB
easat-6498	129	3	multiple	multiple	ADJ
easat-6498	129	4	indicators	indicator	NOUN
easat-6498	129	5	.	.	PUNCT
easat-6498	130	1	each	each	DET
easat-6498	130	2	indicator	indicator	NOUN
easat-6498	130	3	was	be	AUX
easat-6498	130	4	measured	measure	VERB
easat-6498	130	5	on	on	ADP
easat-6498	130	6	a	a	DET
easat-6498	130	7	five	five	NUM
easat-6498	130	8	-	-	PUNCT
easat-6498	130	9	point	point	NOUN
easat-6498	130	10	likert	likert	ADJ
easat-6498	130	11	scale	scale	NOUN
easat-6498	130	12	.	.	PUNCT
easat-6498	131	1	this	this	PRON
easat-6498	131	2	captures	capture	VERB
easat-6498	131	3	the	the	DET
easat-6498	131	4	operational	operational	ADJ
easat-6498	131	5	and	and	CCONJ
easat-6498	131	6	user	user	NOUN
easat-6498	131	7	-	-	PUNCT
easat-6498	131	8	centric	centric	ADJ
easat-6498	131	9	views	view	NOUN
easat-6498	131	10	of	of	ADP
easat-6498	131	11	successful	successful	ADJ
easat-6498	131	12	implementation	implementation	NOUN
easat-6498	131	13	.	.	PUNCT
easat-6498	132	1	the	the	DET
easat-6498	132	2	following	follow	VERB
easat-6498	132	3	table	table	NOUN
easat-6498	132	4	1	1	NUM
easat-6498	132	5	shows	show	VERB
easat-6498	132	6	measures	measure	NOUN
easat-6498	132	7	of	of	ADP
easat-6498	132	8	dependent	dependent	ADJ
easat-6498	132	9	variables	variable	NOUN
easat-6498	132	10	with	with	ADP
easat-6498	132	11	details	detail	NOUN
easat-6498	132	12	in	in	ADP
easat-6498	132	13	measurement	measurement	NOUN
easat-6498	132	14	specification	specification	NOUN
easat-6498	132	15	.	.	PUNCT
easat-6498	133	1	2115	2115	NUM
easat-6498	133	2	edelweiss	edelweiss	PROPN
easat-6498	133	3	applied	apply	VERB
easat-6498	133	4	science	science	NOUN
easat-6498	133	5	and	and	CCONJ
easat-6498	133	6	technology	technology	NOUN
easat-6498	133	7	issn	issn	PROPN
easat-6498	133	8	:	:	PUNCT
easat-6498	133	9	2576	2576	NUM
easat-6498	133	10	-	-	SYM
easat-6498	133	11	8484	8484	NUM
easat-6498	133	12	vol	vol	NOUN
easat-6498	133	13	.	.	PROPN
easat-6498	134	1	9	9	NUM
easat-6498	134	2	,	,	PUNCT
easat-6498	134	3	no	no	INTJ
easat-6498	134	4	.	.	NOUN
easat-6498	134	5	4	4	NUM
easat-6498	134	6	:	:	PUNCT
easat-6498	134	7	2109	2109	NUM
easat-6498	134	8	-	-	SYM
easat-6498	134	9	2128	2128	NUM
easat-6498	134	10	,	,	PUNCT
easat-6498	134	11	2025	2025	NUM
easat-6498	134	12	doi	doi	NOUN
easat-6498	134	13	:	:	PUNCT
easat-6498	134	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	134	15	©	©	PROPN
easat-6498	134	16	2025	2025	NUM
easat-6498	134	17	by	by	ADP
easat-6498	134	18	the	the	DET
easat-6498	134	19	authors	author	NOUN
easat-6498	134	20	;	;	PUNCT
easat-6498	134	21	licensee	licensee	PROPN
easat-6498	134	22	learning	learn	VERB
easat-6498	134	23	gate	gate	NOUN
easat-6498	134	24	table	table	NOUN
easat-6498	134	25	1	1	NUM
easat-6498	134	26	.	.	PUNCT
easat-6498	134	27	measurement	measurement	NOUN
easat-6498	134	28	framework	framework	NOUN
easat-6498	134	29	for	for	ADP
easat-6498	134	30	ai	ai	PROPN
easat-6498	134	31	implementation	implementation	NOUN
easat-6498	134	32	success	success	NOUN
easat-6498	134	33	in	in	ADP
easat-6498	134	34	educational	educational	ADJ
easat-6498	134	35	management	management	NOUN
easat-6498	134	36	.	.	PUNCT
easat-6498	135	1	dimension	dimension	NOUN
easat-6498	135	2	indicators	indicator	NOUN
easat-6498	135	3	measurement	measurement	NOUN
easat-6498	135	4	items	item	NOUN
easat-6498	135	5	scale	scale	NOUN
easat-6498	135	6	type	type	NOUN
easat-6498	135	7	data	datum	NOUN
easat-6498	135	8	source	source	NOUN
easat-6498	135	9	management	management	NOUN
easat-6498	135	10	efficiency	efficiency	NOUN
easat-6498	135	11	enhancement	enhancement	NOUN
easat-6498	135	12	process	process	NOUN
easat-6498	135	13	optimization	optimization	NOUN
easat-6498	135	14	process	process	NOUN
easat-6498	135	15	completion	completion	NOUN
easat-6498	135	16	time	time	NOUN
easat-6498	135	17	reduction	reduction	NOUN
easat-6498	135	18	5	5	NUM
easat-6498	135	19	-	-	PUNCT
easat-6498	135	20	point	point	NOUN
easat-6498	135	21	likert	likert	ADJ
easat-6498	135	22	administrative	administrative	ADJ
easat-6498	135	23	staff	staff	NOUN
easat-6498	135	24	survey	survey	NOUN
easat-6498	135	25	reduction	reduction	NOUN
easat-6498	135	26	in	in	ADP
easat-6498	135	27	manual	manual	ADJ
easat-6498	135	28	operation	operation	NOUN
easat-6498	135	29	steps	step	NOUN
easat-6498	135	30	5	5	NUM
easat-6498	135	31	-	-	PUNCT
easat-6498	135	32	point	point	NOUN
easat-6498	135	33	likert	likert	ADJ
easat-6498	135	34	administrative	administrative	ADJ
easat-6498	135	35	staff	staff	NOUN
easat-6498	135	36	survey	survey	NOUN
easat-6498	135	37	improvement	improvement	NOUN
easat-6498	135	38	in	in	ADP
easat-6498	135	39	crossdepartment	crossdepartment	ADJ
easat-6498	135	40	coordination	coordination	NOUN
easat-6498	135	41	5	5	NUM
easat-6498	135	42	-	-	PUNCT
easat-6498	135	43	point	point	NOUN
easat-6498	135	44	likert	likert	ADJ
easat-6498	135	45	administrative	administrative	ADJ
easat-6498	135	46	staff	staff	NOUN
easat-6498	135	47	survey	survey	NOUN
easat-6498	135	48	resource	resource	NOUN
easat-6498	135	49	utilization	utilization	NOUN
easat-6498	135	50	resource	resource	NOUN
easat-6498	135	51	allocation	allocation	NOUN
easat-6498	135	52	efficiency	efficiency	NOUN
easat-6498	135	53	5	5	NUM
easat-6498	135	54	-	-	PUNCT
easat-6498	135	55	point	point	NOUN
easat-6498	135	56	likert	likert	ADJ
easat-6498	135	57	administrative	administrative	ADJ
easat-6498	135	58	staff	staff	NOUN
easat-6498	135	59	survey	survey	NOUN
easat-6498	135	60	cost	cost	NOUN
easat-6498	135	61	reduction	reduction	NOUN
easat-6498	135	62	in	in	ADP
easat-6498	135	63	administrative	administrative	ADJ
easat-6498	135	64	operations	operation	NOUN
easat-6498	135	65	5	5	NUM
easat-6498	135	66	-	-	PUNCT
easat-6498	135	67	point	point	NOUN
easat-6498	135	68	likert	likert	ADJ
easat-6498	135	69	administrative	administrative	ADJ
easat-6498	135	70	staff	staff	NOUN
easat-6498	135	71	survey	survey	NOUN
easat-6498	135	72	staff	staff	NOUN
easat-6498	135	73	workload	workload	NOUN
easat-6498	135	74	optimization	optimization	NOUN
easat-6498	135	75	5	5	NUM
easat-6498	135	76	-	-	PUNCT
easat-6498	135	77	point	point	NOUN
easat-6498	135	78	likert	likert	ADJ
easat-6498	135	79	administrative	administrative	ADJ
easat-6498	135	80	staff	staff	NOUN
easat-6498	135	81	survey	survey	NOUN
easat-6498	135	82	decision	decision	NOUN
easat-6498	135	83	support	support	NOUN
easat-6498	135	84	data	data	NOUN
easat-6498	135	85	-	-	PUNCT
easat-6498	135	86	driven	drive	VERB
easat-6498	135	87	decision	decision	NOUN
easat-6498	135	88	making	make	VERB
easat-6498	135	89	capability	capability	NOUN
easat-6498	135	90	5	5	NUM
easat-6498	135	91	-	-	PUNCT
easat-6498	135	92	point	point	NOUN
easat-6498	135	93	likert	likert	ADJ
easat-6498	135	94	administrative	administrative	ADJ
easat-6498	135	95	staff	staff	NOUN
easat-6498	135	96	survey	survey	VERB
easat-6498	135	97	real	real	ADJ
easat-6498	135	98	-	-	PUNCT
easat-6498	135	99	time	time	NOUN
easat-6498	135	100	monitoring	monitoring	NOUN
easat-6498	135	101	and	and	CCONJ
easat-6498	135	102	alerts	alert	VERB
easat-6498	135	103	5	5	NUM
easat-6498	135	104	-	-	PUNCT
easat-6498	135	105	point	point	NOUN
easat-6498	135	106	likert	likert	ADJ
easat-6498	135	107	administrative	administrative	ADJ
easat-6498	135	108	staff	staff	NOUN
easat-6498	135	109	survey	survey	VERB
easat-6498	135	110	predictive	predictive	ADJ
easat-6498	135	111	analysis	analysis	NOUN
easat-6498	135	112	accuracy	accuracy	NOUN
easat-6498	135	113	5	5	NUM
easat-6498	135	114	-	-	PUNCT
easat-6498	135	115	point	point	NOUN
easat-6498	135	116	likert	likert	ADJ
easat-6498	135	117	administrative	administrative	ADJ
easat-6498	135	118	staff	staff	NOUN
easat-6498	135	119	survey	survey	NOUN
easat-6498	135	120	service	service	NOUN
easat-6498	135	121	quality	quality	NOUN
easat-6498	135	122	improvement	improvement	NOUN
easat-6498	135	123	user	user	NOUN
easat-6498	135	124	experience	experience	NOUN
easat-6498	135	125	system	system	NOUN
easat-6498	135	126	accessibility	accessibility	NOUN
easat-6498	135	127	5	5	NUM
easat-6498	135	128	-	-	PUNCT
easat-6498	135	129	point	point	NOUN
easat-6498	135	130	likert	likert	ADJ
easat-6498	135	131	faculty	faculty	NOUN
easat-6498	135	132	&	&	CCONJ
easat-6498	135	133	student	student	PROPN
easat-6498	135	134	survey	survey	PROPN
easat-6498	135	135	interface	interface	NOUN
easat-6498	135	136	user	user	NOUN
easat-6498	135	137	-	-	PUNCT
easat-6498	135	138	friendliness	friendliness	ADJ
easat-6498	135	139	5	5	NUM
easat-6498	135	140	-	-	PUNCT
easat-6498	135	141	point	point	NOUN
easat-6498	135	142	likert	likert	ADJ
easat-6498	135	143	faculty	faculty	NOUN
easat-6498	135	144	&	&	CCONJ
easat-6498	135	145	student	student	PROPN
easat-6498	135	146	survey	survey	PROPN
easat-6498	135	147	response	response	NOUN
easat-6498	135	148	timeliness	timeliness	NOUN
easat-6498	135	149	5	5	NUM
easat-6498	135	150	-	-	PUNCT
easat-6498	135	151	point	point	NOUN
easat-6498	135	152	likert	likert	ADJ
easat-6498	135	153	faculty	faculty	NOUN
easat-6498	135	154	&	&	CCONJ
easat-6498	135	155	student	student	PROPN
easat-6498	135	156	survey	survey	PROPN
easat-6498	135	157	service	service	NOUN
easat-6498	135	158	personalization	personalization	NOUN
easat-6498	135	159	customization	customization	NOUN
easat-6498	135	160	level	level	NOUN
easat-6498	135	161	5	5	NUM
easat-6498	135	162	-	-	PUNCT
easat-6498	135	163	point	point	NOUN
easat-6498	135	164	likert	likert	ADJ
easat-6498	135	165	faculty	faculty	NOUN
easat-6498	135	166	&	&	CCONJ
easat-6498	135	167	student	student	PROPN
easat-6498	135	168	survey	survey	PROPN
easat-6498	135	169	individual	individual	NOUN
easat-6498	135	170	needs	need	VERB
easat-6498	135	171	fulfillment	fulfillment	NOUN
easat-6498	135	172	5	5	NUM
easat-6498	135	173	-	-	PUNCT
easat-6498	135	174	point	point	NOUN
easat-6498	135	175	likert	likert	ADJ
easat-6498	135	176	faculty	faculty	NOUN
easat-6498	135	177	&	&	CCONJ
easat-6498	135	178	student	student	PROPN
easat-6498	135	179	survey	survey	PROPN
easat-6498	135	180	adaptive	adaptive	ADJ
easat-6498	135	181	service	service	NOUN
easat-6498	135	182	delivery	delivery	NOUN
easat-6498	135	183	5	5	NUM
easat-6498	135	184	-	-	PUNCT
easat-6498	135	185	point	point	NOUN
easat-6498	135	186	likert	likert	ADJ
easat-6498	135	187	faculty	faculty	NOUN
easat-6498	135	188	&	&	CCONJ
easat-6498	135	189	student	student	PROPN
easat-6498	135	190	survey	survey	NOUN
easat-6498	135	191	problem	problem	NOUN
easat-6498	135	192	resolution	resolution	NOUN
easat-6498	135	193	issue	issue	NOUN
easat-6498	135	194	resolution	resolution	NOUN
easat-6498	135	195	speed	speed	NOUN
easat-6498	135	196	5	5	NUM
easat-6498	135	197	-	-	PUNCT
easat-6498	135	198	point	point	NOUN
easat-6498	135	199	likert	likert	ADJ
easat-6498	135	200	faculty	faculty	NOUN
easat-6498	135	201	&	&	CCONJ
easat-6498	135	202	student	student	NOUN
easat-6498	135	203	survey	survey	NOUN
easat-6498	135	204	solution	solution	NOUN
easat-6498	135	205	accuracy	accuracy	NOUN
easat-6498	135	206	rate	rate	NOUN
easat-6498	135	207	5	5	NUM
easat-6498	135	208	-	-	PUNCT
easat-6498	135	209	point	point	NOUN
easat-6498	135	210	likert	likert	ADJ
easat-6498	135	211	faculty	faculty	NOUN
easat-6498	135	212	&	&	CCONJ
easat-6498	135	213	student	student	PROPN
easat-6498	135	214	survey	survey	PROPN
easat-6498	135	215	user	user	NOUN
easat-6498	135	216	satisfaction	satisfaction	NOUN
easat-6498	135	217	with	with	ADP
easat-6498	135	218	solutions	solution	NOUN
easat-6498	135	219	5	5	NUM
easat-6498	135	220	-	-	PUNCT
easat-6498	135	221	point	point	NOUN
easat-6498	135	222	likert	likert	ADJ
easat-6498	135	223	faculty	faculty	NOUN
easat-6498	135	224	&	&	CCONJ
easat-6498	135	225	student	student	PROPN
easat-6498	135	226	survey	survey	NOUN
easat-6498	135	227	these	these	DET
easat-6498	135	228	variables	variable	NOUN
easat-6498	135	229	are	be	AUX
easat-6498	135	230	operationalized	operationalize	VERB
easat-6498	135	231	to	to	PART
easat-6498	135	232	reflect	reflect	VERB
easat-6498	135	233	both	both	CCONJ
easat-6498	135	234	the	the	DET
easat-6498	135	235	technological	technological	ADJ
easat-6498	135	236	and	and	CCONJ
easat-6498	135	237	organizational	organizational	ADJ
easat-6498	135	238	dimensions	dimension	NOUN
easat-6498	135	239	of	of	ADP
easat-6498	135	240	ai	ai	ADJ
easat-6498	135	241	implementation	implementation	NOUN
easat-6498	135	242	based	base	VERB
easat-6498	135	243	on	on	ADP
easat-6498	135	244	previous	previous	ADJ
easat-6498	135	245	literature	literature	NOUN
easat-6498	135	246	.	.	PUNCT
easat-6498	136	1	technological	technological	ADJ
easat-6498	136	2	readiness	readiness	NOUN
easat-6498	136	3	refers	refer	VERB
easat-6498	136	4	to	to	ADP
easat-6498	136	5	the	the	DET
easat-6498	136	6	overall	overall	ADJ
easat-6498	136	7	perception	perception	NOUN
easat-6498	136	8	of	of	ADP
easat-6498	136	9	the	the	DET
easat-6498	136	10	adequacy	adequacy	NOUN
easat-6498	136	11	of	of	ADP
easat-6498	136	12	infrastructure	infrastructure	NOUN
easat-6498	136	13	,	,	PUNCT
easat-6498	136	14	availability	availability	NOUN
easat-6498	136	15	of	of	ADP
easat-6498	136	16	technical	technical	ADJ
easat-6498	136	17	skills	skill	NOUN
easat-6498	136	18	,	,	PUNCT
easat-6498	136	19	data	datum	NOUN
easat-6498	136	20	processing	processing	NOUN
easat-6498	136	21	capacity	capacity	NOUN
easat-6498	136	22	,	,	PUNCT
easat-6498	136	23	and	and	CCONJ
easat-6498	136	24	level	level	NOUN
easat-6498	136	25	of	of	ADP
easat-6498	136	26	system	system	NOUN
easat-6498	136	27	integration	integration	NOUN
easat-6498	136	28	.	.	PUNCT
easat-6498	137	1	organizational	organizational	ADJ
easat-6498	137	2	learning	learning	NOUN
easat-6498	137	3	ability	ability	NOUN
easat-6498	137	4	can	can	AUX
easat-6498	137	5	be	be	AUX
easat-6498	137	6	conceptualized	conceptualize	VERB
easat-6498	137	7	as	as	ADP
easat-6498	137	8	effectiveness	effectiveness	NOUN
easat-6498	137	9	of	of	ADP
easat-6498	137	10	training	training	NOUN
easat-6498	137	11	systems	system	NOUN
easat-6498	137	12	,	,	PUNCT
easat-6498	137	13	knowledge	knowledge	NOUN
easat-6498	137	14	-	-	PUNCT
easat-6498	137	15	sharing	share	VERB
easat-6498	137	16	practices	practice	NOUN
easat-6498	137	17	,	,	PUNCT
easat-6498	137	18	innovation	innovation	NOUN
easat-6498	137	19	incentive	incentive	NOUN
easat-6498	137	20	policy	policy	NOUN
easat-6498	137	21	,	,	PUNCT
easat-6498	137	22	and	and	CCONJ
easat-6498	137	23	change	change	VERB
easat-6498	137	24	management	management	NOUN
easat-6498	137	25	capabilities	capability	NOUN
easat-6498	137	26	.	.	PUNCT
easat-6498	138	1	table	table	NOUN
easat-6498	138	2	2	2	NUM
easat-6498	138	3	summarizes	summarize	NOUN
easat-6498	138	4	the	the	DET
easat-6498	138	5	measurement	measurement	NOUN
easat-6498	138	6	framework	framework	NOUN
easat-6498	138	7	for	for	ADP
easat-6498	138	8	independent	independent	ADJ
easat-6498	138	9	variables	variable	NOUN
easat-6498	138	10	in	in	ADP
easat-6498	138	11	detail	detail	NOUN
easat-6498	138	12	.	.	PUNCT
easat-6498	139	1	2116	2116	NUM
easat-6498	139	2	edelweiss	edelweiss	PROPN
easat-6498	139	3	applied	apply	VERB
easat-6498	139	4	science	science	NOUN
easat-6498	139	5	and	and	CCONJ
easat-6498	139	6	technology	technology	NOUN
easat-6498	139	7	issn	issn	PROPN
easat-6498	139	8	:	:	PUNCT
easat-6498	139	9	2576	2576	NUM
easat-6498	139	10	-	-	SYM
easat-6498	139	11	8484	8484	NUM
easat-6498	139	12	vol	vol	NOUN
easat-6498	139	13	.	.	PROPN
easat-6498	140	1	9	9	NUM
easat-6498	140	2	,	,	PUNCT
easat-6498	140	3	no	no	INTJ
easat-6498	140	4	.	.	NOUN
easat-6498	140	5	4	4	NUM
easat-6498	140	6	:	:	PUNCT
easat-6498	140	7	2109	2109	NUM
easat-6498	140	8	-	-	SYM
easat-6498	140	9	2128	2128	NUM
easat-6498	140	10	,	,	PUNCT
easat-6498	140	11	2025	2025	NUM
easat-6498	140	12	doi	doi	NOUN
easat-6498	140	13	:	:	PUNCT
easat-6498	140	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	140	15	©	©	PROPN
easat-6498	140	16	2025	2025	NUM
easat-6498	140	17	by	by	ADP
easat-6498	140	18	the	the	DET
easat-6498	140	19	authors	author	NOUN
easat-6498	140	20	;	;	PUNCT
easat-6498	140	21	licensee	licensee	PROPN
easat-6498	140	22	learning	learn	VERB
easat-6498	140	23	gate	gate	NOUN
easat-6498	140	24	table	table	NOUN
easat-6498	140	25	2	2	NUM
easat-6498	140	26	.	.	PUNCT
easat-6498	140	27	measurement	measurement	NOUN
easat-6498	140	28	framework	framework	NOUN
easat-6498	140	29	for	for	ADP
easat-6498	140	30	independent	independent	ADJ
easat-6498	140	31	variables	variable	NOUN
easat-6498	140	32	in	in	ADP
easat-6498	140	33	ai	ai	PROPN
easat-6498	140	34	implementation	implementation	NOUN
easat-6498	140	35	study	study	NOUN
easat-6498	140	36	.	.	PUNCT
easat-6498	141	1	variable	variable	ADJ
easat-6498	141	2	dimension	dimension	NOUN
easat-6498	141	3	measurement	measurement	NOUN
easat-6498	141	4	items	item	NOUN
easat-6498	141	5	scale	scale	NOUN
easat-6498	141	6	type	type	NOUN
easat-6498	141	7	reliability	reliability	NOUN
easat-6498	141	8	(	(	PUNCT
easat-6498	141	9	α	α	NOUN
easat-6498	141	10	)	)	PUNCT
easat-6498	141	11	technological	technological	ADJ
easat-6498	141	12	readiness	readiness	NOUN
easat-6498	141	13	infrastructure	infrastructure	NOUN
easat-6498	141	14	computing	compute	VERB
easat-6498	141	15	resource	resource	NOUN
easat-6498	141	16	adequacy	adequacy	NOUN
easat-6498	141	17	5	5	NUM
easat-6498	141	18	-	-	PUNCT
easat-6498	141	19	point	point	NOUN
easat-6498	141	20	likert	likert	ADJ
easat-6498	141	21	0.87	0.87	NUM
easat-6498	141	22	network	network	NOUN
easat-6498	141	23	infrastructure	infrastructure	NOUN
easat-6498	141	24	stability	stability	NOUN
easat-6498	141	25	5	5	NUM
easat-6498	141	26	-	-	PUNCT
easat-6498	141	27	point	point	NOUN
easat-6498	141	28	likert	likert	ADJ
easat-6498	141	29	0.85	0.85	NUM
easat-6498	141	30	hardware	hardware	NOUN
easat-6498	141	31	facilities	facility	NOUN
easat-6498	141	32	completeness	completeness	NOUN
easat-6498	141	33	5	5	NUM
easat-6498	141	34	-	-	PUNCT
easat-6498	141	35	point	point	NOUN
easat-6498	141	36	likert	likert	NOUN
easat-6498	141	37	0.86	0.86	NUM
easat-6498	141	38	technical	technical	ADJ
easat-6498	141	39	expertise	expertise	NOUN
easat-6498	141	40	ai	ai	NOUN
easat-6498	141	41	expertise	expertise	NOUN
easat-6498	141	42	availability	availability	NOUN
easat-6498	141	43	5	5	NUM
easat-6498	141	44	-	-	PUNCT
easat-6498	141	45	point	point	NOUN
easat-6498	141	46	likert	likert	ADJ
easat-6498	141	47	0.89	0.89	NUM
easat-6498	141	48	technical	technical	ADJ
easat-6498	141	49	support	support	NOUN
easat-6498	141	50	capability	capability	NOUN
easat-6498	141	51	5	5	NUM
easat-6498	141	52	-	-	PUNCT
easat-6498	141	53	point	point	NOUN
easat-6498	141	54	likert	likert	ADJ
easat-6498	141	55	0.88	0.88	NUM
easat-6498	141	56	staff	staff	NOUN
easat-6498	141	57	technical	technical	ADJ
easat-6498	141	58	proficiency	proficiency	NOUN
easat-6498	141	59	5	5	NUM
easat-6498	141	60	-	-	PUNCT
easat-6498	141	61	point	point	NOUN
easat-6498	141	62	likert	likert	ADJ
easat-6498	141	63	0.86	0.86	NUM
easat-6498	141	64	data	datum	NOUN
easat-6498	141	65	management	management	NOUN
easat-6498	141	66	data	datum	NOUN
easat-6498	141	67	collection	collection	NOUN
easat-6498	141	68	completeness	completeness	NOUN
easat-6498	141	69	5	5	NUM
easat-6498	141	70	-	-	PUNCT
easat-6498	141	71	point	point	NOUN
easat-6498	141	72	likert	likert	NOUN
easat-6498	141	73	0.84	0.84	NUM
easat-6498	141	74	data	datum	NOUN
easat-6498	141	75	quality	quality	NOUN
easat-6498	141	76	control	control	NOUN
easat-6498	141	77	5	5	NUM
easat-6498	141	78	-	-	PUNCT
easat-6498	141	79	point	point	NOUN
easat-6498	141	80	likert	likert	ADJ
easat-6498	141	81	0.85	0.85	NUM
easat-6498	141	82	data	datum	NOUN
easat-6498	141	83	security	security	NOUN
easat-6498	141	84	measures	measure	NOUN
easat-6498	141	85	5	5	NUM
easat-6498	141	86	-	-	PUNCT
easat-6498	141	87	point	point	NOUN
easat-6498	141	88	likert	likert	ADJ
easat-6498	141	89	0.87	0.87	NUM
easat-6498	141	90	organizational	organizational	ADJ
easat-6498	141	91	learning	learning	NOUN
easat-6498	141	92	capacity	capacity	NOUN
easat-6498	141	93	knowledge	knowledge	NOUN
easat-6498	141	94	management	management	NOUN
easat-6498	141	95	knowledge	knowledge	NOUN
easat-6498	141	96	sharing	sharing	NOUN
easat-6498	141	97	mechanisms	mechanism	NOUN
easat-6498	141	98	5	5	NUM
easat-6498	141	99	-	-	PUNCT
easat-6498	141	100	point	point	NOUN
easat-6498	141	101	likert	likert	NOUN
easat-6498	141	102	0.88	0.88	NUM
easat-6498	141	103	best	good	ADJ
easat-6498	141	104	practice	practice	NOUN
easat-6498	141	105	documentation	documentation	NOUN
easat-6498	141	106	5	5	NUM
easat-6498	141	107	-	-	PUNCT
easat-6498	141	108	point	point	NOUN
easat-6498	141	109	likert	likert	NOUN
easat-6498	141	110	0.86	0.86	NUM
easat-6498	141	111	learning	learn	VERB
easat-6498	141	112	resource	resource	NOUN
easat-6498	141	113	accessibility	accessibility	NOUN
easat-6498	141	114	5	5	NUM
easat-6498	141	115	-	-	PUNCT
easat-6498	141	116	point	point	NOUN
easat-6498	141	117	likert	likert	ADJ
easat-6498	141	118	0.85	0.85	NUM
easat-6498	141	119	innovation	innovation	NOUN
easat-6498	141	120	culture	culture	NOUN
easat-6498	141	121	innovation	innovation	NOUN
easat-6498	141	122	encouragement	encouragement	NOUN
easat-6498	141	123	5	5	NUM
easat-6498	141	124	-	-	PUNCT
easat-6498	141	125	point	point	NOUN
easat-6498	141	126	likert	likert	ADJ
easat-6498	141	127	0.89	0.89	NUM
easat-6498	141	128	risk	risk	NOUN
easat-6498	141	129	tolerance	tolerance	NOUN
easat-6498	141	130	5	5	NUM
easat-6498	141	131	-	-	PUNCT
easat-6498	141	132	point	point	NOUN
easat-6498	141	133	likert	likert	ADJ
easat-6498	141	134	0.87	0.87	NUM
easat-6498	141	135	change	change	NOUN
easat-6498	141	136	acceptance	acceptance	NOUN
easat-6498	141	137	5	5	NUM
easat-6498	141	138	-	-	PUNCT
easat-6498	141	139	point	point	NOUN
easat-6498	141	140	likert	likert	NOUN
easat-6498	141	141	0.86	0.86	NUM
easat-6498	141	142	training	training	NOUN
easat-6498	141	143	system	system	NOUN
easat-6498	141	144	training	training	NOUN
easat-6498	141	145	program	program	NOUN
easat-6498	141	146	completeness	completeness	NOUN
easat-6498	141	147	5	5	NUM
easat-6498	141	148	-	-	PUNCT
easat-6498	141	149	point	point	NOUN
easat-6498	141	150	likert	likert	NOUN
easat-6498	141	151	0.88	0.88	NUM
easat-6498	141	152	training	training	NOUN
easat-6498	141	153	effectiveness	effectiveness	NOUN
easat-6498	141	154	5	5	NUM
easat-6498	141	155	-	-	PUNCT
easat-6498	141	156	point	point	NOUN
easat-6498	141	157	likert	likert	ADJ
easat-6498	141	158	0.87	0.87	NUM
easat-6498	141	159	skill	skill	NOUN
easat-6498	141	160	assessment	assessment	NOUN
easat-6498	141	161	system	system	NOUN
easat-6498	141	162	5	5	NUM
easat-6498	141	163	-	-	PUNCT
easat-6498	141	164	point	point	NOUN
easat-6498	141	165	likert	likert	NOUN
easat-6498	141	166	0.85	0.85	NUM
easat-6498	141	167	particularly	particularly	ADV
easat-6498	141	168	,	,	PUNCT
easat-6498	141	169	in	in	ADP
easat-6498	141	170	studying	study	VERB
easat-6498	141	171	the	the	DET
easat-6498	141	172	mechanisms	mechanism	NOUN
easat-6498	141	173	by	by	ADP
easat-6498	141	174	which	which	PRON
easat-6498	141	175	ai	ai	VERB
easat-6498	141	176	adoption	adoption	NOUN
easat-6498	141	177	affects	affect	VERB
easat-6498	141	178	management	management	NOUN
easat-6498	141	179	outcomes	outcome	NOUN
easat-6498	141	180	,	,	PUNCT
easat-6498	141	181	we	we	PRON
easat-6498	141	182	introduce	introduce	VERB
easat-6498	141	183	user	user	NOUN
easat-6498	141	184	acceptance	acceptance	NOUN
easat-6498	141	185	as	as	ADP
easat-6498	141	186	an	an	DET
easat-6498	141	187	important	important	ADJ
easat-6498	141	188	mediating	mediate	VERB
easat-6498	141	189	variable	variable	NOUN
easat-6498	141	190	.	.	PUNCT
easat-6498	142	1	the	the	DET
easat-6498	142	2	construct	construct	NOUN
easat-6498	142	3	is	be	AUX
easat-6498	142	4	measured	measure	VERB
easat-6498	142	5	in	in	ADP
easat-6498	142	6	accordance	accordance	NOUN
easat-6498	142	7	with	with	ADP
easat-6498	142	8	two	two	NUM
easat-6498	142	9	major	major	ADJ
easat-6498	142	10	dimensions	dimension	NOUN
easat-6498	142	11	:	:	PUNCT
easat-6498	142	12	perceived	perceive	VERB
easat-6498	142	13	usefulness	usefulness	NOUN
easat-6498	142	14	and	and	CCONJ
easat-6498	142	15	perceived	perceive	VERB
easat-6498	142	16	ease	ease	NOUN
easat-6498	142	17	of	of	ADP
easat-6498	142	18	use	use	NOUN
easat-6498	142	19	,	,	PUNCT
easat-6498	142	20	as	as	SCONJ
easat-6498	142	21	stated	state	VERB
easat-6498	142	22	by	by	ADP
easat-6498	142	23	the	the	DET
easat-6498	142	24	technology	technology	NOUN
easat-6498	142	25	acceptance	acceptance	NOUN
easat-6498	142	26	model	model	NOUN
easat-6498	142	27	.	.	PUNCT
easat-6498	143	1	items	item	NOUN
easat-6498	143	2	that	that	PRON
easat-6498	143	3	capture	capture	VERB
easat-6498	143	4	perception	perception	NOUN
easat-6498	143	5	of	of	ADP
easat-6498	143	6	improved	improved	ADJ
easat-6498	143	7	performance	performance	NOUN
easat-6498	143	8	,	,	PUNCT
easat-6498	143	9	enhancement	enhancement	NOUN
easat-6498	143	10	of	of	ADP
easat-6498	143	11	work	work	NOUN
easat-6498	143	12	efficiency	efficiency	NOUN
easat-6498	143	13	,	,	PUNCT
easat-6498	143	14	facilitation	facilitation	NOUN
easat-6498	143	15	in	in	ADP
easat-6498	143	16	accomplishing	accomplish	VERB
easat-6498	143	17	tasks	task	NOUN
easat-6498	143	18	,	,	PUNCT
easat-6498	143	19	ease	ease	NOUN
easat-6498	143	20	in	in	ADP
easat-6498	143	21	system	system	NOUN
easat-6498	143	22	navigation	navigation	NOUN
easat-6498	143	23	,	,	PUNCT
easat-6498	143	24	and	and	CCONJ
easat-6498	143	25	friendliness	friendliness	NOUN
easat-6498	143	26	of	of	ADP
easat-6498	143	27	the	the	DET
easat-6498	143	28	interface	interface	NOUN
easat-6498	143	29	shall	shall	AUX
easat-6498	143	30	be	be	AUX
easat-6498	143	31	measured	measure	VERB
easat-6498	143	32	.	.	PUNCT
easat-6498	144	1	these	these	DET
easat-6498	144	2	mediating	mediate	VERB
easat-6498	144	3	variables	variable	NOUN
easat-6498	144	4	explain	explain	VERB
easat-6498	144	5	the	the	DET
easat-6498	144	6	relation	relation	NOUN
easat-6498	144	7	of	of	ADP
easat-6498	144	8	implementation	implementation	NOUN
easat-6498	144	9	efforts	effort	NOUN
easat-6498	144	10	with	with	ADP
easat-6498	144	11	the	the	DET
easat-6498	144	12	outcomes	outcome	NOUN
easat-6498	144	13	.	.	PUNCT
easat-6498	145	1	our	our	PRON
easat-6498	145	2	analysis	analysis	NOUN
easat-6498	145	3	also	also	ADV
easat-6498	145	4	controls	control	VERB
easat-6498	145	5	for	for	ADP
easat-6498	145	6	a	a	DET
easat-6498	145	7	number	number	NOUN
easat-6498	145	8	of	of	ADP
easat-6498	145	9	other	other	ADJ
easat-6498	145	10	institutional	institutional	ADJ
easat-6498	145	11	characteristics	characteristic	NOUN
easat-6498	145	12	and	and	CCONJ
easat-6498	145	13	contextual	contextual	ADJ
easat-6498	145	14	factors	factor	NOUN
easat-6498	145	15	by	by	ADP
easat-6498	145	16	including	include	VERB
easat-6498	145	17	a	a	DET
easat-6498	145	18	number	number	NOUN
easat-6498	145	19	of	of	ADP
easat-6498	145	20	preselected	preselecte	VERB
easat-6498	145	21	control	control	NOUN
easat-6498	145	22	variables	variable	NOUN
easat-6498	145	23	:	:	PUNCT
easat-6498	145	24	institutional	institutional	ADJ
easat-6498	145	25	size	size	NOUN
easat-6498	145	26	measured	measure	VERB
easat-6498	145	27	by	by	ADP
easat-6498	145	28	the	the	DET
easat-6498	145	29	natural	natural	ADJ
easat-6498	145	30	logarithm	logarithm	NOUN
easat-6498	145	31	of	of	ADP
easat-6498	145	32	enrollment	enrollment	NOUN
easat-6498	145	33	,	,	PUNCT
easat-6498	145	34	institutional	institutional	ADJ
easat-6498	145	35	type	type	NOUN
easat-6498	145	36	categorized	categorize	VERB
easat-6498	145	37	,	,	PUNCT
easat-6498	145	38	age	age	NOUN
easat-6498	145	39	in	in	ADP
easat-6498	145	40	years	year	NOUN
easat-6498	145	41	since	since	SCONJ
easat-6498	145	42	the	the	DET
easat-6498	145	43	establishment	establishment	NOUN
easat-6498	145	44	of	of	ADP
easat-6498	145	45	the	the	DET
easat-6498	145	46	institution	institution	NOUN
easat-6498	145	47	,	,	PUNCT
easat-6498	145	48	city	city	NOUN
easat-6498	145	49	tier	tier	NOUN
easat-6498	145	50	,	,	PUNCT
easat-6498	145	51	gdp	gdp	NOUN
easat-6498	145	52	per	per	ADP
easat-6498	145	53	capita	capita	NOUN
easat-6498	145	54	in	in	ADP
easat-6498	145	55	the	the	DET
easat-6498	145	56	locality	locality	NOUN
easat-6498	145	57	,	,	PUNCT
easat-6498	145	58	and	and	CCONJ
easat-6498	145	59	regional	regional	ADJ
easat-6498	145	60	innovation	innovation	NOUN
easat-6498	145	61	index	index	NOUN
easat-6498	145	62	.	.	PUNCT
easat-6498	146	1	full	full	ADJ
easat-6498	146	2	descriptive	descriptive	ADJ
easat-6498	146	3	statistics	statistic	NOUN
easat-6498	146	4	for	for	ADP
easat-6498	146	5	all	all	DET
easat-6498	146	6	the	the	DET
easat-6498	146	7	variables	variable	NOUN
easat-6498	146	8	used	use	VERB
easat-6498	146	9	in	in	ADP
easat-6498	146	10	this	this	DET
easat-6498	146	11	study	study	NOUN
easat-6498	146	12	are	be	AUX
easat-6498	146	13	provided	provide	VERB
easat-6498	146	14	in	in	ADP
easat-6498	146	15	table	table	NOUN
easat-6498	146	16	3	3	NUM
easat-6498	146	17	,	,	PUNCT
easat-6498	146	18	which	which	PRON
easat-6498	146	19	gives	give	VERB
easat-6498	146	20	the	the	DET
easat-6498	146	21	sense	sense	NOUN
easat-6498	146	22	of	of	ADP
easat-6498	146	23	distribution	distribution	NOUN
easat-6498	146	24	and	and	CCONJ
easat-6498	146	25	variation	variation	NOUN
easat-6498	146	26	in	in	ADP
easat-6498	146	27	key	key	ADJ
easat-6498	146	28	measures	measure	NOUN
easat-6498	146	29	across	across	ADP
easat-6498	146	30	our	our	PRON
easat-6498	146	31	sample	sample	NOUN
easat-6498	146	32	.	.	PUNCT
easat-6498	147	1	table	table	NOUN
easat-6498	147	2	3	3	NUM
easat-6498	147	3	.	.	PUNCT
easat-6498	147	4	descriptive	descriptive	ADJ
easat-6498	147	5	statistics	statistic	NOUN
easat-6498	147	6	of	of	ADP
easat-6498	147	7	key	key	ADJ
easat-6498	147	8	variables	variable	NOUN
easat-6498	147	9	in	in	ADP
easat-6498	147	10	the	the	DET
easat-6498	147	11	study	study	NOUN
easat-6498	147	12	.	.	PUNCT
easat-6498	148	1	variable	variable	ADJ
easat-6498	148	2	n	n	PRON
easat-6498	148	3	mean	mean	VERB
easat-6498	148	4	std	std	PROPN
easat-6498	148	5	.	.	PROPN
easat-6498	149	1	dev	dev	PROPN
easat-6498	149	2	.	.	PUNCT
easat-6498	150	1	min	min	PROPN
easat-6498	150	2	max	max	PROPN
easat-6498	150	3	skewness	skewness	PROPN
easat-6498	150	4	kurtosis	kurtosis	VERB
easat-6498	150	5	management	management	NOUN
easat-6498	150	6	efficiency	efficiency	NOUN
easat-6498	150	7	enhancement	enhancement	NOUN
easat-6498	150	8	847	847	NUM
easat-6498	150	9	3.85	3.85	NUM
easat-6498	150	10	0.72	0.72	NUM
easat-6498	150	11	1.00	1.00	NUM
easat-6498	150	12	5.00	5.00	NUM
easat-6498	150	13	-0.42	-0.42	NUM
easat-6498	150	14	0.15	0.15	NUM
easat-6498	150	15	service	service	NOUN
easat-6498	150	16	quality	quality	NOUN
easat-6498	150	17	improvement	improvement	NOUN
easat-6498	150	18	847	847	NUM
easat-6498	150	19	3.92	3.92	NUM
easat-6498	150	20	0.68	0.68	NUM
easat-6498	150	21	1.00	1.00	NUM
easat-6498	150	22	5.00	5.00	NUM
easat-6498	150	23	-0.38	-0.38	NUM
easat-6498	150	24	0.22	0.22	NUM
easat-6498	150	25	technological	technological	ADJ
easat-6498	150	26	readiness	readiness	NOUN
easat-6498	150	27	847	847	NUM
easat-6498	150	28	3.76	3.76	NUM
easat-6498	150	29	0.81	0.81	NUM
easat-6498	150	30	1.00	1.00	NUM
easat-6498	150	31	5.00	5.00	NUM
easat-6498	150	32	-0.29	-0.29	NUM
easat-6498	150	33	0.18	0.18	NUM
easat-6498	150	34	organizational	organizational	ADJ
easat-6498	150	35	learning	learning	NOUN
easat-6498	150	36	capacity	capacity	NOUN
easat-6498	150	37	847	847	NUM
easat-6498	150	38	3.65	3.65	NUM
easat-6498	150	39	0.75	0.75	NUM
easat-6498	150	40	1.00	1.00	NUM
easat-6498	150	41	5.00	5.00	NUM
easat-6498	150	42	-0.24	-0.24	NUM
easat-6498	150	43	0.13	0.13	NUM
easat-6498	150	44	perceived	perceive	VERB
easat-6498	150	45	usefulness	usefulness	NOUN
easat-6498	150	46	847	847	NUM
easat-6498	150	47	3.88	3.88	NUM
easat-6498	150	48	0.70	0.70	NUM
easat-6498	150	49	1.00	1.00	NUM
easat-6498	150	50	5.00	5.00	NUM
easat-6498	150	51	-0.35	-0.35	NUM
easat-6498	150	52	0.19	0.19	NUM
easat-6498	150	53	perceived	perceive	VERB
easat-6498	150	54	ease	ease	NOUN
easat-6498	150	55	of	of	ADP
easat-6498	150	56	use	use	NOUN
easat-6498	150	57	847	847	NUM
easat-6498	150	58	3.71	3.71	NUM
easat-6498	150	59	0.77	0.77	NUM
easat-6498	150	60	1.00	1.00	NUM
easat-6498	150	61	5.00	5.00	NUM
easat-6498	150	62	-0.31	-0.31	NUM
easat-6498	150	63	0.16	0.16	NUM
easat-6498	150	64	institution	institution	NOUN
easat-6498	150	65	size	size	NOUN
easat-6498	150	66	(	(	PUNCT
easat-6498	150	67	ln	ln	NOUN
easat-6498	150	68	)	)	PUNCT
easat-6498	150	69	847	847	NUM
easat-6498	150	70	9.45	9.45	NUM
easat-6498	150	71	1.12	1.12	NUM
easat-6498	150	72	7.31	7.31	NUM
easat-6498	150	73	11.82	11.82	NUM
easat-6498	150	74	0.15	0.15	NUM
easat-6498	150	75	-0.42	-0.42	NUM
easat-6498	150	76	institution	institution	NOUN
easat-6498	150	77	age	age	NOUN
easat-6498	150	78	(	(	PUNCT
easat-6498	150	79	years	year	NOUN
easat-6498	150	80	)	)	PUNCT
easat-6498	150	81	847	847	NUM
easat-6498	150	82	58.32	58.32	NUM
easat-6498	150	83	32.45	32.45	NUM
easat-6498	150	84	5.00	5.00	NUM
easat-6498	150	85	126.00	126.00	NUM
easat-6498	150	86	0.45	0.45	NUM
easat-6498	150	87	-0.67	-0.67	PROPN
easat-6498	150	88	regional	regional	ADJ
easat-6498	150	89	innovation	innovation	NOUN
easat-6498	150	90	index	index	NOUN
easat-6498	150	91	847	847	NUM
easat-6498	150	92	72.56	72.56	NUM
easat-6498	150	93	15.23	15.23	NUM
easat-6498	150	94	35.21	35.21	NUM
easat-6498	150	95	95.43	95.43	NUM
easat-6498	150	96	-0.28	-0.28	NUM
easat-6498	150	97	0.34	0.34	NUM
easat-6498	150	98	local	local	ADJ
easat-6498	150	99	gdp	gdp	NOUN
easat-6498	150	100	per	per	ADP
easat-6498	150	101	capita	capita	X
easat-6498	150	102	(	(	PUNCT
easat-6498	150	103	ln	ln	ADJ
easat-6498	150	104	)	)	PUNCT
easat-6498	150	105	847	847	NUM
easat-6498	150	106	11.23	11.23	NUM
easat-6498	150	107	0.45	0.45	NUM
easat-6498	150	108	10.12	10.12	NUM
easat-6498	150	109	12.35	12.35	NUM
easat-6498	150	110	0.23	0.23	NUM
easat-6498	150	111	-0.18	-0.18	NUM
easat-6498	150	112	note	note	NOUN
easat-6498	150	113	:	:	PUNCT
easat-6498	150	114	all	all	DET
easat-6498	150	115	likert	likert	ADJ
easat-6498	150	116	scale	scale	NOUN
easat-6498	150	117	items	item	NOUN
easat-6498	150	118	are	be	AUX
easat-6498	150	119	measured	measure	VERB
easat-6498	150	120	on	on	ADP
easat-6498	150	121	a	a	DET
easat-6498	150	122	5	5	NUM
easat-6498	150	123	-	-	PUNCT
easat-6498	150	124	point	point	NOUN
easat-6498	150	125	scale	scale	NOUN
easat-6498	150	126	where	where	SCONJ
easat-6498	150	127	1	1	NUM
easat-6498	150	128	=	=	PRON
easat-6498	150	129	strongly	strongly	ADV
easat-6498	150	130	disagree	disagree	VERB
easat-6498	150	131	and	and	CCONJ
easat-6498	150	132	5	5	NUM
easat-6498	150	133	=	=	PRON
easat-6498	150	134	strongly	strongly	ADV
easat-6498	150	135	agree	agree	VERB
easat-6498	150	136	.	.	PUNCT
easat-6498	151	1	n	n	PUNCT
easat-6498	151	2	represents	represent	VERB
easat-6498	151	3	the	the	DET
easat-6498	151	4	number	number	NOUN
easat-6498	151	5	of	of	ADP
easat-6498	151	6	valid	valid	ADJ
easat-6498	151	7	responses	response	NOUN
easat-6498	151	8	in	in	ADP
easat-6498	151	9	the	the	DET
easat-6498	151	10	final	final	ADJ
easat-6498	151	11	sample	sample	NOUN
easat-6498	151	12	.	.	PUNCT
easat-6498	152	1	institution	institution	NOUN
easat-6498	152	2	size	size	NOUN
easat-6498	152	3	is	be	AUX
easat-6498	152	4	measured	measure	VERB
easat-6498	152	5	as	as	ADP
easat-6498	152	6	the	the	DET
easat-6498	152	7	natural	natural	ADJ
easat-6498	152	8	logarithm	logarithm	NOUN
easat-6498	152	9	of	of	ADP
easat-6498	152	10	total	total	ADJ
easat-6498	152	11	student	student	NOUN
easat-6498	152	12	enrollment	enrollment	NOUN
easat-6498	152	13	.	.	PUNCT
easat-6498	153	1	local	local	ADJ
easat-6498	153	2	gdp	gdp	NOUN
easat-6498	153	3	per	per	ADP
easat-6498	153	4	capita	capita	NOUN
easat-6498	153	5	is	be	AUX
easat-6498	153	6	also	also	ADV
easat-6498	153	7	transformed	transform	VERB
easat-6498	153	8	using	use	VERB
easat-6498	153	9	natural	natural	ADJ
easat-6498	153	10	logarithm	logarithm	NOUN
easat-6498	153	11	.	.	PUNCT
easat-6498	154	1	2117	2117	NUM
easat-6498	154	2	edelweiss	edelweiss	PROPN
easat-6498	154	3	applied	apply	VERB
easat-6498	154	4	science	science	NOUN
easat-6498	154	5	and	and	CCONJ
easat-6498	154	6	technology	technology	NOUN
easat-6498	154	7	issn	issn	PROPN
easat-6498	154	8	:	:	PUNCT
easat-6498	154	9	2576	2576	NUM
easat-6498	154	10	-	-	SYM
easat-6498	154	11	8484	8484	NUM
easat-6498	154	12	vol	vol	NOUN
easat-6498	154	13	.	.	PROPN
easat-6498	155	1	9	9	NUM
easat-6498	155	2	,	,	PUNCT
easat-6498	155	3	no	no	INTJ
easat-6498	155	4	.	.	NOUN
easat-6498	155	5	4	4	NUM
easat-6498	155	6	:	:	PUNCT
easat-6498	155	7	2109	2109	NUM
easat-6498	155	8	-	-	SYM
easat-6498	155	9	2128	2128	NUM
easat-6498	155	10	,	,	PUNCT
easat-6498	155	11	2025	2025	NUM
easat-6498	155	12	doi	doi	NOUN
easat-6498	155	13	:	:	PUNCT
easat-6498	155	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	155	15	©	©	PROPN
easat-6498	155	16	2025	2025	NUM
easat-6498	155	17	by	by	ADP
easat-6498	155	18	the	the	DET
easat-6498	155	19	authors	author	NOUN
easat-6498	155	20	;	;	PUNCT
easat-6498	155	21	licensee	licensee	PROPN
easat-6498	155	22	learning	learning	NOUN
easat-6498	155	23	gate	gate	NOUN
easat-6498	155	24	3.4	3.4	NUM
easat-6498	155	25	.	.	PUNCT
easat-6498	156	1	data	datum	NOUN
easat-6498	156	2	quality	quality	NOUN
easat-6498	156	3	and	and	CCONJ
easat-6498	156	4	validation	validation	NOUN
easat-6498	156	5	we	we	PRON
easat-6498	156	6	ensured	ensure	VERB
easat-6498	156	7	the	the	DET
easat-6498	156	8	quality	quality	NOUN
easat-6498	156	9	and	and	CCONJ
easat-6498	156	10	reliability	reliability	NOUN
easat-6498	156	11	of	of	ADP
easat-6498	156	12	our	our	PRON
easat-6498	156	13	data	datum	NOUN
easat-6498	156	14	by	by	ADP
easat-6498	156	15	following	follow	VERB
easat-6498	156	16	an	an	DET
easat-6498	156	17	extensive	extensive	ADJ
easat-6498	156	18	process	process	NOUN
easat-6498	156	19	of	of	ADP
easat-6498	156	20	validation	validation	NOUN
easat-6498	156	21	,	,	PUNCT
easat-6498	156	22	which	which	PRON
easat-6498	156	23	commenced	commence	VERB
easat-6498	156	24	at	at	ADP
easat-6498	156	25	the	the	DET
easat-6498	156	26	development	development	NOUN
easat-6498	156	27	of	of	ADP
easat-6498	156	28	instruments	instrument	NOUN
easat-6498	156	29	and	and	CCONJ
easat-6498	156	30	went	go	VERB
easat-6498	156	31	right	right	ADV
easat-6498	156	32	through	through	ADP
easat-6498	156	33	data	datum	NOUN
easat-6498	156	34	collection	collection	NOUN
easat-6498	156	35	to	to	ADP
easat-6498	156	36	data	datum	NOUN
easat-6498	156	37	analysis	analysis	NOUN
easat-6498	156	38	.	.	PUNCT
easat-6498	157	1	the	the	DET
easat-6498	157	2	survey	survey	NOUN
easat-6498	157	3	instruments	instrument	NOUN
easat-6498	157	4	were	be	AUX
easat-6498	157	5	pretested	preteste	VERB
easat-6498	157	6	on	on	ADP
easat-6498	157	7	30	30	NUM
easat-6498	157	8	respondents	respondent	NOUN
easat-6498	157	9	,	,	PUNCT
easat-6498	157	10	and	and	CCONJ
easat-6498	157	11	further	further	ADJ
easat-6498	157	12	refinements	refinement	NOUN
easat-6498	157	13	were	be	AUX
easat-6498	157	14	affected	affect	VERB
easat-6498	157	15	in	in	ADP
easat-6498	157	16	the	the	DET
easat-6498	157	17	light	light	NOUN
easat-6498	157	18	of	of	ADP
easat-6498	157	19	the	the	DET
easat-6498	157	20	preliminary	preliminary	ADJ
easat-6498	157	21	feedback	feedback	NOUN
easat-6498	157	22	.	.	PUNCT
easat-6498	158	1	we	we	PRON
easat-6498	158	2	assessed	assess	VERB
easat-6498	158	3	the	the	DET
easat-6498	158	4	reliability	reliability	NOUN
easat-6498	158	5	of	of	ADP
easat-6498	158	6	our	our	PRON
easat-6498	158	7	measurement	measurement	NOUN
easat-6498	158	8	scales	scale	VERB
easat-6498	158	9	through	through	ADP
easat-6498	158	10	the	the	DET
easat-6498	158	11	cronbach	cronbach	NOUN
easat-6498	158	12	's	's	PART
easat-6498	158	13	alpha	alpha	ADJ
easat-6498	158	14	coefficients	coefficient	NOUN
easat-6498	158	15	.	.	PUNCT
easat-6498	159	1	scores	score	NOUN
easat-6498	159	2	ranged	range	VERB
easat-6498	159	3	between	between	ADP
easat-6498	159	4	0.82	0.82	NUM
easat-6498	159	5	and	and	CCONJ
easat-6498	159	6	0.91	0.91	NUM
easat-6498	159	7	,	,	PUNCT
easat-6498	159	8	which	which	PRON
easat-6498	159	9	is	be	AUX
easat-6498	159	10	well	well	ADV
easat-6498	159	11	above	above	ADP
easat-6498	159	12	the	the	DET
easat-6498	159	13	threshold	threshold	NOUN
easat-6498	159	14	of	of	ADP
easat-6498	159	15	0.70	0.70	NUM
easat-6498	159	16	and	and	CCONJ
easat-6498	159	17	reflects	reflect	VERB
easat-6498	159	18	a	a	DET
easat-6498	159	19	high	high	ADJ
easat-6498	159	20	internal	internal	ADJ
easat-6498	159	21	consistency	consistency	NOUN
easat-6498	159	22	.	.	PUNCT
easat-6498	160	1	our	our	PRON
easat-6498	160	2	validation	validation	NOUN
easat-6498	160	3	procedure	procedure	NOUN
easat-6498	160	4	relied	rely	VERB
easat-6498	160	5	heavily	heavily	ADV
easat-6498	160	6	on	on	ADP
easat-6498	160	7	both	both	CCONJ
easat-6498	160	8	content	content	NOUN
easat-6498	160	9	and	and	CCONJ
easat-6498	160	10	construct	construct	VERB
easat-6498	160	11	validity	validity	NOUN
easat-6498	160	12	.	.	PUNCT
easat-6498	161	1	the	the	DET
easat-6498	161	2	former	former	ADJ
easat-6498	161	3	was	be	AUX
easat-6498	161	4	checked	check	VERB
easat-6498	161	5	by	by	ADP
easat-6498	161	6	an	an	DET
easat-6498	161	7	expert	expert	NOUN
easat-6498	161	8	review	review	NOUN
easat-6498	161	9	,	,	PUNCT
easat-6498	161	10	and	and	CCONJ
easat-6498	161	11	further	far	ADV
easat-6498	161	12	,	,	PUNCT
easat-6498	161	13	it	it	PRON
easat-6498	161	14	was	be	AUX
easat-6498	161	15	pre	pre	VERB
easat-6498	161	16	-	-	VERB
easat-6498	161	17	tested	test	VERB
easat-6498	161	18	to	to	PART
easat-6498	161	19	check	check	VERB
easat-6498	161	20	the	the	DET
easat-6498	161	21	content	content	NOUN
easat-6498	161	22	validity	validity	NOUN
easat-6498	161	23	,	,	PUNCT
easat-6498	161	24	while	while	SCONJ
easat-6498	161	25	construct	construct	VERB
easat-6498	161	26	validity	validity	NOUN
easat-6498	161	27	was	be	AUX
easat-6498	161	28	done	do	VERB
easat-6498	161	29	by	by	ADP
easat-6498	161	30	performing	perform	VERB
easat-6498	161	31	a	a	DET
easat-6498	161	32	factor	factor	NOUN
easat-6498	161	33	analysis	analysis	NOUN
easat-6498	161	34	:	:	PUNCT
easat-6498	161	35	therein	therein	ADV
easat-6498	161	36	,	,	PUNCT
easat-6498	161	37	factor	factor	NOUN
easat-6498	161	38	loadings	loading	NOUN
easat-6498	161	39	varied	varied	ADJ
easat-6498	161	40	from	from	ADP
easat-6498	161	41	0.71	0.71	NUM
easat-6498	161	42	to	to	ADP
easat-6498	161	43	0.89	0.89	NUM
easat-6498	161	44	.	.	PUNCT
easat-6498	162	1	different	different	ADJ
easat-6498	162	2	quality	quality	NOUN
easat-6498	162	3	controls	control	NOUN
easat-6498	162	4	,	,	PUNCT
easat-6498	162	5	including	include	VERB
easat-6498	162	6	the	the	DET
easat-6498	162	7	response	response	NOUN
easat-6498	162	8	time	time	NOUN
easat-6498	162	9	and	and	CCONJ
easat-6498	162	10	checks	check	NOUN
easat-6498	162	11	of	of	ADP
easat-6498	162	12	the	the	DET
easat-6498	162	13	ip	ip	ADJ
easat-6498	162	14	address	address	NOUN
easat-6498	162	15	,	,	PUNCT
easat-6498	162	16	had	have	AUX
easat-6498	162	17	been	be	AUX
easat-6498	162	18	used	use	VERB
easat-6498	162	19	;	;	PUNCT
easat-6498	162	20	hence	hence	ADV
easat-6498	162	21	,	,	PUNCT
easat-6498	162	22	several	several	ADJ
easat-6498	162	23	missing	missing	ADJ
easat-6498	162	24	values	value	NOUN
easat-6498	162	25	'	'	PART
easat-6498	162	26	analysis	analysis	NOUN
easat-6498	162	27	by	by	ADP
easat-6498	162	28	recognized	recognize	VERB
easat-6498	162	29	methods	method	NOUN
easat-6498	162	30	would	would	AUX
easat-6498	162	31	not	not	PART
easat-6498	162	32	let	let	VERB
easat-6498	162	33	results	result	NOUN
easat-6498	162	34	weaken	weaken	VERB
easat-6498	162	35	.	.	PUNCT
easat-6498	163	1	these	these	DET
easat-6498	163	2	intensive	intensive	ADJ
easat-6498	163	3	ways	way	NOUN
easat-6498	163	4	of	of	ADP
easat-6498	163	5	validation	validation	NOUN
easat-6498	163	6	mean	mean	VERB
easat-6498	163	7	that	that	SCONJ
easat-6498	163	8	one	one	PRON
easat-6498	163	9	can	can	AUX
easat-6498	163	10	gain	gain	VERB
easat-6498	163	11	full	full	ADJ
easat-6498	163	12	confidence	confidence	NOUN
easat-6498	163	13	in	in	ADP
easat-6498	163	14	quality	quality	NOUN
easat-6498	163	15	and	and	CCONJ
easat-6498	163	16	reliability	reliability	NOUN
easat-6498	163	17	during	during	ADP
easat-6498	163	18	the	the	DET
easat-6498	163	19	further	further	ADJ
easat-6498	163	20	treatment	treatment	NOUN
easat-6498	163	21	of	of	ADP
easat-6498	163	22	data	datum	NOUN
easat-6498	163	23	.	.	PUNCT
easat-6498	164	1	to	to	PART
easat-6498	164	2	protect	protect	VERB
easat-6498	164	3	participant	participant	ADJ
easat-6498	164	4	privacy	privacy	NOUN
easat-6498	164	5	and	and	CCONJ
easat-6498	164	6	data	datum	NOUN
easat-6498	164	7	security	security	NOUN
easat-6498	164	8	,	,	PUNCT
easat-6498	164	9	all	all	DET
easat-6498	164	10	collected	collect	VERB
easat-6498	164	11	data	datum	NOUN
easat-6498	164	12	were	be	AUX
easat-6498	164	13	anonymized	anonymize	VERB
easat-6498	164	14	by	by	ADP
easat-6498	164	15	removing	remove	VERB
easat-6498	164	16	information	information	NOUN
easat-6498	164	17	that	that	PRON
easat-6498	164	18	could	could	AUX
easat-6498	164	19	potentially	potentially	ADV
easat-6498	164	20	identify	identify	VERB
easat-6498	164	21	individuals	individual	NOUN
easat-6498	164	22	or	or	CCONJ
easat-6498	164	23	specific	specific	ADJ
easat-6498	164	24	institutions	institution	NOUN
easat-6498	164	25	.	.	PUNCT
easat-6498	165	1	data	datum	NOUN
easat-6498	165	2	were	be	AUX
easat-6498	165	3	stored	store	VERB
easat-6498	165	4	on	on	ADP
easat-6498	165	5	password	password	NOUN
easat-6498	165	6	-	-	PUNCT
easat-6498	165	7	protected	protect	VERB
easat-6498	165	8	servers	server	NOUN
easat-6498	165	9	accessible	accessible	ADJ
easat-6498	165	10	only	only	ADV
easat-6498	165	11	to	to	PART
easat-6498	165	12	research	research	NOUN
easat-6498	165	13	team	team	NOUN
easat-6498	165	14	members	member	NOUN
easat-6498	165	15	.	.	PUNCT
easat-6498	166	1	in	in	ADP
easat-6498	166	2	research	research	NOUN
easat-6498	166	3	reporting	reporting	NOUN
easat-6498	166	4	and	and	CCONJ
easat-6498	166	5	result	result	NOUN
easat-6498	166	6	publication	publication	NOUN
easat-6498	166	7	,	,	PUNCT
easat-6498	166	8	we	we	PRON
easat-6498	166	9	employed	employ	VERB
easat-6498	166	10	a	a	DET
easat-6498	166	11	coding	code	VERB
easat-6498	166	12	system	system	NOUN
easat-6498	166	13	instead	instead	ADV
easat-6498	166	14	of	of	ADP
easat-6498	166	15	actual	actual	ADJ
easat-6498	166	16	institution	institution	NOUN
easat-6498	166	17	names	name	NOUN
easat-6498	166	18	to	to	PART
easat-6498	166	19	ensure	ensure	VERB
easat-6498	166	20	that	that	SCONJ
easat-6498	166	21	specific	specific	ADJ
easat-6498	166	22	implementation	implementation	NOUN
easat-6498	166	23	circumstances	circumstance	NOUN
easat-6498	166	24	of	of	ADP
easat-6498	166	25	individual	individual	ADJ
easat-6498	166	26	institutions	institution	NOUN
easat-6498	166	27	could	could	AUX
easat-6498	166	28	not	not	PART
easat-6498	166	29	be	be	AUX
easat-6498	166	30	identified	identify	VERB
easat-6498	166	31	.	.	PUNCT
easat-6498	167	1	all	all	DET
easat-6498	167	2	personal	personal	ADJ
easat-6498	167	3	data	datum	NOUN
easat-6498	167	4	from	from	ADP
easat-6498	167	5	survey	survey	NOUN
easat-6498	167	6	participants	participant	NOUN
easat-6498	167	7	were	be	AUX
easat-6498	167	8	processed	process	VERB
easat-6498	167	9	in	in	ADP
easat-6498	167	10	accordance	accordance	NOUN
easat-6498	167	11	with	with	ADP
easat-6498	167	12	data	datum	NOUN
easat-6498	167	13	protection	protection	NOUN
easat-6498	167	14	regulations	regulation	NOUN
easat-6498	167	15	and	and	CCONJ
easat-6498	167	16	will	will	AUX
easat-6498	167	17	be	be	AUX
easat-6498	167	18	destroyed	destroy	VERB
easat-6498	167	19	after	after	ADP
easat-6498	167	20	the	the	DET
easat-6498	167	21	stipulated	stipulate	VERB
easat-6498	167	22	retention	retention	NOUN
easat-6498	167	23	period	period	NOUN
easat-6498	167	24	following	follow	VERB
easat-6498	167	25	completion	completion	NOUN
easat-6498	167	26	of	of	ADP
easat-6498	167	27	the	the	DET
easat-6498	167	28	research	research	NOUN
easat-6498	167	29	.	.	PUNCT
easat-6498	168	1	4	4	X
easat-6498	168	2	.	.	X
easat-6498	168	3	empirical	empirical	ADJ
easat-6498	168	4	research	research	NOUN
easat-6498	168	5	and	and	CCONJ
easat-6498	168	6	results	result	VERB
easat-6498	168	7	analysis	analysis	NOUN
easat-6498	168	8	4.1	4.1	NUM
easat-6498	168	9	.	.	PUNCT
easat-6498	169	1	research	research	NOUN
easat-6498	169	2	design	design	NOUN
easat-6498	169	3	this	this	DET
easat-6498	169	4	paper	paper	NOUN
easat-6498	169	5	develops	develop	VERB
easat-6498	169	6	an	an	DET
easat-6498	169	7	integrated	integrate	VERB
easat-6498	169	8	empirical	empirical	ADJ
easat-6498	169	9	analysis	analysis	NOUN
easat-6498	169	10	into	into	ADP
easat-6498	169	11	the	the	DET
easat-6498	169	12	effects	effect	NOUN
easat-6498	169	13	of	of	ADP
easat-6498	169	14	ai	ai	NOUN
easat-6498	169	15	-	-	PUNCT
easat-6498	169	16	driven	drive	VERB
easat-6498	169	17	innovation	innovation	NOUN
easat-6498	169	18	on	on	ADP
easat-6498	169	19	effectiveness	effectiveness	NOUN
easat-6498	169	20	in	in	ADP
easat-6498	169	21	the	the	DET
easat-6498	169	22	management	management	NOUN
easat-6498	169	23	of	of	ADP
easat-6498	169	24	higher	high	ADJ
easat-6498	169	25	education	education	NOUN
easat-6498	169	26	institutions	institution	NOUN
easat-6498	169	27	in	in	ADP
easat-6498	169	28	china	china	PROPN
easat-6498	169	29	.	.	PUNCT
easat-6498	170	1	our	our	PRON
easat-6498	170	2	empirical	empirical	ADJ
easat-6498	170	3	strategy	strategy	NOUN
easat-6498	170	4	is	be	AUX
easat-6498	170	5	guided	guide	VERB
easat-6498	170	6	by	by	ADP
easat-6498	170	7	three	three	NUM
easat-6498	170	8	considerations	consideration	NOUN
easat-6498	170	9	:	:	PUNCT
easat-6498	170	10	the	the	DET
easat-6498	170	11	establishment	establishment	NOUN
easat-6498	170	12	of	of	ADP
easat-6498	170	13	the	the	DET
easat-6498	170	14	causal	causal	PROPN
easat-6498	170	15	relation	relation	NOUN
easat-6498	170	16	,	,	PUNCT
easat-6498	170	17	accounting	account	VERB
easat-6498	170	18	for	for	ADP
easat-6498	170	19	institutional	institutional	ADJ
easat-6498	170	20	heterogeneity	heterogeneity	NOUN
easat-6498	170	21	,	,	PUNCT
easat-6498	170	22	and	and	CCONJ
easat-6498	170	23	exploring	explore	VERB
easat-6498	170	24	the	the	DET
easat-6498	170	25	underlying	underlying	ADJ
easat-6498	170	26	mechanism	mechanism	NOUN
easat-6498	170	27	.	.	PUNCT
easat-6498	171	1	building	build	VERB
easat-6498	171	2	on	on	ADP
easat-6498	171	3	the	the	DET
easat-6498	171	4	theoretical	theoretical	ADJ
easat-6498	171	5	discussions	discussion	NOUN
easat-6498	171	6	in	in	ADP
easat-6498	171	7	chapter	chapter	NOUN
easat-6498	171	8	2	2	NUM
easat-6498	171	9	and	and	CCONJ
easat-6498	171	10	the	the	DET
easat-6498	171	11	descriptions	description	NOUN
easat-6498	171	12	of	of	ADP
easat-6498	171	13	variable	variable	ADJ
easat-6498	171	14	measurements	measurement	NOUN
easat-6498	171	15	in	in	ADP
easat-6498	171	16	chapter	chapter	NOUN
easat-6498	171	17	3	3	NUM
easat-6498	171	18	,	,	PUNCT
easat-6498	171	19	we	we	PRON
easat-6498	171	20	will	will	AUX
easat-6498	171	21	go	go	VERB
easat-6498	171	22	further	far	ADV
easat-6498	171	23	by	by	ADP
easat-6498	171	24	developing	develop	VERB
easat-6498	171	25	a	a	DET
easat-6498	171	26	systematic	systematic	ADJ
easat-6498	171	27	research	research	NOUN
easat-6498	171	28	design	design	NOUN
easat-6498	171	29	that	that	PRON
easat-6498	171	30	covers	cover	VERB
easat-6498	171	31	both	both	CCONJ
easat-6498	171	32	the	the	DET
easat-6498	171	33	direct	direct	ADJ
easat-6498	171	34	effect	effect	NOUN
easat-6498	171	35	and	and	CCONJ
easat-6498	171	36	mediating	mediate	VERB
easat-6498	171	37	mechanisms	mechanism	NOUN
easat-6498	171	38	.	.	PUNCT
easat-6498	172	1	some	some	DET
easat-6498	172	2	problems	problem	NOUN
easat-6498	172	3	that	that	PRON
easat-6498	172	4	might	might	AUX
easat-6498	172	5	arise	arise	VERB
easat-6498	172	6	in	in	ADP
easat-6498	172	7	the	the	DET
easat-6498	172	8	study	study	NOUN
easat-6498	172	9	of	of	ADP
easat-6498	172	10	the	the	DET
easat-6498	172	11	implementation	implementation	NOUN
easat-6498	172	12	of	of	ADP
easat-6498	172	13	ai	ai	NOUN
easat-6498	172	14	in	in	ADP
easat-6498	172	15	educational	educational	ADJ
easat-6498	172	16	contexts	context	NOUN
easat-6498	172	17	dictate	dictate	VERB
easat-6498	172	18	the	the	DET
easat-6498	172	19	methodological	methodological	ADJ
easat-6498	172	20	novelties	novelty	NOUN
easat-6498	172	21	of	of	ADP
easat-6498	172	22	this	this	DET
easat-6498	172	23	research	research	NOUN
easat-6498	172	24	design	design	NOUN
easat-6498	172	25	.	.	PUNCT
easat-6498	173	1	first	first	ADV
easat-6498	173	2	,	,	PUNCT
easat-6498	173	3	we	we	PRON
easat-6498	173	4	adopt	adopt	VERB
easat-6498	173	5	a	a	DET
easat-6498	173	6	multi	multi	ADJ
easat-6498	173	7	-	-	ADJ
easat-6498	173	8	stage	stage	ADJ
easat-6498	173	9	estimation	estimation	NOUN
easat-6498	173	10	strategy	strategy	NOUN
easat-6498	173	11	that	that	PRON
easat-6498	173	12	enables	enable	VERB
easat-6498	173	13	us	we	PRON
easat-6498	173	14	to	to	PART
easat-6498	173	15	build	build	VERB
easat-6498	173	16	up	up	ADP
easat-6498	173	17	progressively	progressively	ADV
easat-6498	173	18	an	an	DET
easat-6498	173	19	understanding	understanding	NOUN
easat-6498	173	20	of	of	ADP
easat-6498	173	21	the	the	DET
easat-6498	173	22	relationships	relationship	NOUN
easat-6498	173	23	by	by	ADP
easat-6498	173	24	controlling	control	VERB
easat-6498	173	25	for	for	ADP
easat-6498	173	26	possible	possible	ADJ
easat-6498	173	27	confounding	confound	VERB
easat-6498	173	28	factors	factor	NOUN
easat-6498	173	29	at	at	ADP
easat-6498	173	30	each	each	DET
easat-6498	173	31	stage	stage	NOUN
easat-6498	173	32	.	.	PUNCT
easat-6498	174	1	second	second	ADV
easat-6498	174	2	,	,	PUNCT
easat-6498	174	3	we	we	PRON
easat-6498	174	4	draw	draw	VERB
easat-6498	174	5	on	on	ADP
easat-6498	174	6	both	both	CCONJ
easat-6498	174	7	direct	direct	ADJ
easat-6498	174	8	and	and	CCONJ
easat-6498	174	9	indirect	indirect	ADJ
easat-6498	174	10	measures	measure	NOUN
easat-6498	174	11	of	of	ADP
easat-6498	174	12	successful	successful	ADJ
easat-6498	174	13	implementation	implementation	NOUN
easat-6498	174	14	to	to	PART
easat-6498	174	15	capture	capture	VERB
easat-6498	174	16	the	the	DET
easat-6498	174	17	multifaceted	multifaceted	ADJ
easat-6498	174	18	nature	nature	NOUN
easat-6498	174	19	of	of	ADP
easat-6498	174	20	ai	ai	ADJ
easat-6498	174	21	-	-	PUNCT
easat-6498	174	22	driven	drive	VERB
easat-6498	174	23	innovation	innovation	NOUN
easat-6498	174	24	outcomes	outcome	NOUN
easat-6498	174	25	.	.	PUNCT
easat-6498	175	1	third	third	ADV
easat-6498	175	2	,	,	PUNCT
easat-6498	175	3	we	we	PRON
easat-6498	175	4	apply	apply	VERB
easat-6498	175	5	an	an	DET
easat-6498	175	6	innovative	innovative	ADJ
easat-6498	175	7	approach	approach	NOUN
easat-6498	175	8	to	to	ADP
easat-6498	175	9	the	the	DET
easat-6498	175	10	measurement	measurement	NOUN
easat-6498	175	11	of	of	ADP
easat-6498	175	12	technological	technological	ADJ
easat-6498	175	13	readiness	readiness	NOUN
easat-6498	175	14	,	,	PUNCT
easat-6498	175	15	accounting	account	VERB
easat-6498	175	16	for	for	ADP
easat-6498	175	17	hardware	hardware	NOUN
easat-6498	175	18	and	and	CCONJ
easat-6498	175	19	software	software	NOUN
easat-6498	175	20	enablement	enablement	NOUN
easat-6498	175	21	,	,	PUNCT
easat-6498	175	22	based	base	VERB
easat-6498	175	23	on	on	ADP
easat-6498	175	24	a	a	DET
easat-6498	175	25	limitation	limitation	NOUN
easat-6498	175	26	found	find	VERB
easat-6498	175	27	in	in	ADP
easat-6498	175	28	prior	prior	ADJ
easat-6498	175	29	literature	literature	NOUN
easat-6498	175	30	.	.	PUNCT
easat-6498	176	1	the	the	DET
easat-6498	176	2	empirical	empirical	ADJ
easat-6498	176	3	analysis	analysis	NOUN
easat-6498	176	4	is	be	AUX
easat-6498	176	5	developed	develop	VERB
easat-6498	176	6	sequentially	sequentially	ADV
easat-6498	176	7	along	along	ADP
easat-6498	176	8	a	a	DET
easat-6498	176	9	logical	logical	ADJ
easat-6498	176	10	path	path	NOUN
easat-6498	176	11	based	base	VERB
easat-6498	176	12	on	on	ADP
easat-6498	176	13	three	three	NUM
easat-6498	176	14	steps	step	NOUN
easat-6498	176	15	:	:	PUNCT
easat-6498	176	16	first	first	ADV
easat-6498	176	17	,	,	PUNCT
easat-6498	176	18	we	we	PRON
easat-6498	176	19	show	show	VERB
easat-6498	176	20	some	some	DET
easat-6498	176	21	baseline	baseline	ADJ
easat-6498	176	22	relationships	relationship	NOUN
easat-6498	176	23	by	by	ADP
easat-6498	176	24	means	mean	NOUN
easat-6498	176	25	of	of	ADP
easat-6498	176	26	ordinary	ordinary	ADJ
easat-6498	176	27	least	least	ADJ
easat-6498	176	28	squares	square	NOUN
easat-6498	176	29	(	(	PUNCT
easat-6498	176	30	ols	ol	NOUN
easat-6498	176	31	)	)	PUNCT
easat-6498	176	32	regression	regression	NOUN
easat-6498	176	33	,	,	PUNCT
easat-6498	176	34	with	with	ADP
easat-6498	176	35	a	a	DET
easat-6498	176	36	full	full	ADJ
easat-6498	176	37	set	set	NOUN
easat-6498	176	38	of	of	ADP
easat-6498	176	39	controls	control	NOUN
easat-6498	176	40	to	to	PART
easat-6498	176	41	keep	keep	VERB
easat-6498	176	42	omitted	omit	VERB
easat-6498	176	43	variable	variable	ADJ
easat-6498	176	44	bias	bias	NOUN
easat-6498	176	45	at	at	ADP
easat-6498	176	46	a	a	DET
easat-6498	176	47	minimum	minimum	NOUN
easat-6498	176	48	.	.	PUNCT
easat-6498	177	1	second	second	ADJ
easat-6498	177	2	,	,	PUNCT
easat-6498	177	3	fixed	fix	VERB
easat-6498	177	4	effects	effect	NOUN
easat-6498	177	5	models	model	NOUN
easat-6498	177	6	further	far	ADV
easat-6498	177	7	take	take	VERB
easat-6498	177	8	care	care	NOUN
easat-6498	177	9	of	of	ADP
easat-6498	177	10	unobserved	unobserved	ADJ
easat-6498	177	11	institutional	institutional	ADJ
easat-6498	177	12	heterogeneity	heterogeneity	NOUN
easat-6498	177	13	,	,	PUNCT
easat-6498	177	14	which	which	PRON
easat-6498	177	15	is	be	AUX
easat-6498	177	16	rather	rather	ADV
easat-6498	177	17	large	large	ADJ
easat-6498	177	18	in	in	ADP
easat-6498	177	19	the	the	DET
easat-6498	177	20	context	context	NOUN
easat-6498	177	21	of	of	ADP
easat-6498	177	22	chinese	chinese	ADJ
easat-6498	177	23	higher	high	ADJ
easat-6498	177	24	education	education	NOUN
easat-6498	177	25	institutions	institution	NOUN
easat-6498	177	26	.	.	PUNCT
easat-6498	178	1	third	third	ADV
easat-6498	178	2	,	,	PUNCT
easat-6498	178	3	this	this	DET
easat-6498	178	4	paper	paper	NOUN
easat-6498	178	5	applies	apply	VERB
easat-6498	178	6	mediation	mediation	NOUN
easat-6498	178	7	analysis	analysis	NOUN
easat-6498	178	8	to	to	PART
easat-6498	178	9	examine	examine	VERB
easat-6498	178	10	through	through	ADP
easat-6498	178	11	which	which	PRON
easat-6498	178	12	mechanisms	mechanism	NOUN
easat-6498	178	13	technological	technological	ADJ
easat-6498	178	14	and	and	CCONJ
easat-6498	178	15	organizational	organizational	ADJ
easat-6498	178	16	factors	factor	NOUN
easat-6498	178	17	affect	affect	VERB
easat-6498	178	18	the	the	DET
easat-6498	178	19	implementation	implementation	NOUN
easat-6498	178	20	outcomes	outcome	NOUN
easat-6498	178	21	,	,	PUNCT
easat-6498	178	22	focusing	focus	VERB
easat-6498	178	23	on	on	ADP
easat-6498	178	24	user	user	NOUN
easat-6498	178	25	acceptance	acceptance	NOUN
easat-6498	178	26	as	as	ADP
easat-6498	178	27	the	the	DET
easat-6498	178	28	major	major	ADJ
easat-6498	178	29	mediating	mediate	VERB
easat-6498	178	30	variable	variable	NOUN
easat-6498	178	31	.	.	PUNCT
easat-6498	179	1	4.2	4.2	NUM
easat-6498	179	2	.	.	PUNCT
easat-6498	179	3	model	model	NOUN
easat-6498	179	4	specification	specification	NOUN
easat-6498	179	5	our	our	PRON
easat-6498	179	6	empirical	empirical	ADJ
easat-6498	179	7	strategy	strategy	NOUN
easat-6498	179	8	begins	begin	VERB
easat-6498	179	9	with	with	ADP
easat-6498	179	10	a	a	DET
easat-6498	179	11	baseline	baseline	ADJ
easat-6498	179	12	model	model	NOUN
easat-6498	179	13	examining	examine	VERB
easat-6498	179	14	the	the	DET
easat-6498	179	15	direct	direct	ADJ
easat-6498	179	16	effects	effect	NOUN
easat-6498	179	17	of	of	ADP
easat-6498	179	18	technological	technological	ADJ
easat-6498	179	19	readiness	readiness	NOUN
easat-6498	179	20	and	and	CCONJ
easat-6498	179	21	organizational	organizational	ADJ
easat-6498	179	22	learning	learning	NOUN
easat-6498	179	23	capacity	capacity	NOUN
easat-6498	179	24	on	on	ADP
easat-6498	179	25	ai	ai	PRON
easat-6498	179	26	implementation	implementation	NOUN
easat-6498	179	27	success	success	NOUN
easat-6498	179	28	.	.	PUNCT
easat-6498	180	1	following	follow	VERB
easat-6498	180	2	the	the	DET
easat-6498	180	3	theoretical	theoretical	ADJ
easat-6498	180	4	framework	framework	NOUN
easat-6498	180	5	developed	develop	VERB
easat-6498	180	6	by	by	ADP
easat-6498	180	7	li	li	PROPN
easat-6498	180	8	,	,	PUNCT
easat-6498	180	9	et	et	PROPN
easat-6498	180	10	al	al	PROPN
easat-6498	180	11	.	.	PUNCT
easat-6498	181	1	[	[	X
easat-6498	181	2	4	4	X
easat-6498	181	3	]	]	PUNCT
easat-6498	181	4	we	we	PRON
easat-6498	181	5	specify	specify	VERB
easat-6498	181	6	our	our	PRON
easat-6498	181	7	primary	primary	ADJ
easat-6498	181	8	estimation	estimation	NOUN
easat-6498	181	9	equation	equation	NOUN
easat-6498	181	10	as	as	ADP
easat-6498	181	11	:	:	PUNCT
easat-6498	181	12	2118	2118	NUM
easat-6498	181	13	edelweiss	edelweiss	PROPN
easat-6498	181	14	applied	apply	VERB
easat-6498	181	15	science	science	NOUN
easat-6498	181	16	and	and	CCONJ
easat-6498	181	17	technology	technology	NOUN
easat-6498	181	18	issn	issn	PROPN
easat-6498	181	19	:	:	PUNCT
easat-6498	181	20	2576	2576	NUM
easat-6498	181	21	-	-	SYM
easat-6498	181	22	8484	8484	NUM
easat-6498	181	23	vol	vol	NOUN
easat-6498	181	24	.	.	PROPN
easat-6498	182	1	9	9	NUM
easat-6498	182	2	,	,	PUNCT
easat-6498	182	3	no	no	INTJ
easat-6498	182	4	.	.	NOUN
easat-6498	182	5	4	4	NUM
easat-6498	182	6	:	:	PUNCT
easat-6498	182	7	2109	2109	NUM
easat-6498	182	8	-	-	SYM
easat-6498	182	9	2128	2128	NUM
easat-6498	182	10	,	,	PUNCT
easat-6498	182	11	2025	2025	NUM
easat-6498	182	12	doi	doi	NOUN
easat-6498	182	13	:	:	PUNCT
easat-6498	182	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	182	15	©	©	PROPN
easat-6498	182	16	2025	2025	NUM
easat-6498	182	17	by	by	ADP
easat-6498	182	18	the	the	DET
easat-6498	182	19	authors	author	NOUN
easat-6498	182	20	;	;	PUNCT
easat-6498	182	21	licensee	licensee	PROPN
easat-6498	182	22	learning	learning	NOUN
easat-6498	182	23	gate	gate	NOUN
easat-6498	182	24	0	0	NUM
easat-6498	183	1	1	1	NUM
easat-6498	183	2	2it	2it	NOUN
easat-6498	183	3	it	it	PRON
easat-6498	184	1	it	it	PRON
easat-6498	184	2	it	it	PRON
easat-6498	185	1	i	i	PRON
easat-6498	185	2	t	t	VERB
easat-6498	185	3	itaisi	itaisi	VERB
easat-6498	185	4	tr	tr	VERB
easat-6498	185	5	olc	olc	PROPN
easat-6498	185	6	x	x	PROPN
easat-6498	185	7			PROPN
easat-6498	185	8			PROPN
easat-6498	185	9			NUM
easat-6498	185	10			X
easat-6498	185	11			ADJ
easat-6498	185	12	=	=	NOUN
easat-6498	185	13	+	+	X
easat-6498	185	14	+	+	PUNCT
easat-6498	186	1	+	+	PUNCT
easat-6498	186	2	+	+	PUNCT
easat-6498	186	3	+	+	X
easat-6498	186	4	+	+	CCONJ
easat-6498	186	5	where	where	SCONJ
easat-6498	186	6	itaisi	itaisi	NOUN
easat-6498	186	7	represents	represent	VERB
easat-6498	186	8	the	the	DET
easat-6498	186	9	ai	ai	PROPN
easat-6498	186	10	implementation	implementation	NOUN
easat-6498	186	11	success	success	NOUN
easat-6498	186	12	index	index	NOUN
easat-6498	186	13	for	for	ADP
easat-6498	186	14	institution	institution	NOUN
easat-6498	187	1	i	i	PRON
easat-6498	187	2	at	at	ADP
easat-6498	187	3	time	time	NOUN
easat-6498	187	4	t	t	PROPN
easat-6498	187	5	,	,	PUNCT
easat-6498	187	6	ittr	ittr	NOUN
easat-6498	187	7	denotes	denote	NOUN
easat-6498	187	8	technological	technological	ADJ
easat-6498	187	9	readiness	readiness	NOUN
easat-6498	187	10	,	,	PUNCT
easat-6498	187	11	itolc	itolc	NOUN
easat-6498	187	12	represents	represent	VERB
easat-6498	187	13	organizational	organizational	ADJ
easat-6498	187	14	learning	learning	NOUN
easat-6498	187	15	capacity	capacity	NOUN
easat-6498	187	16	,	,	PUNCT
easat-6498	187	17	and	and	CCONJ
easat-6498	187	18	itx	itx	NOUN
easat-6498	187	19	is	be	AUX
easat-6498	187	20	a	a	DET
easat-6498	187	21	vector	vector	NOUN
easat-6498	187	22	of	of	ADP
easat-6498	187	23	timevarying	timevarye	VERB
easat-6498	187	24	control	control	NOUN
easat-6498	187	25	variables	variable	NOUN
easat-6498	187	26	.	.	PUNCT
easat-6498	188	1	the	the	DET
easat-6498	188	2	terms	term	NOUN
easat-6498	188	3	i	i	PROPN
easat-6498	188	4	and	and	CCONJ
easat-6498	188	5	t	t	PROPN
easat-6498	188	6	capture	capture	NOUN
easat-6498	188	7	institution	institution	NOUN
easat-6498	188	8	and	and	CCONJ
easat-6498	188	9	time	time	NOUN
easat-6498	188	10	fixed	fix	VERB
easat-6498	188	11	effects	effect	NOUN
easat-6498	188	12	,	,	PUNCT
easat-6498	188	13	respectively	respectively	ADV
easat-6498	188	14	,	,	PUNCT
easat-6498	188	15	while	while	SCONJ
easat-6498	188	16	it	it	NUM
easat-6498	188	17	represents	represent	VERB
easat-6498	188	18	the	the	DET
easat-6498	188	19	idiosyncratic	idiosyncratic	ADJ
easat-6498	188	20	error	error	NOUN
easat-6498	188	21	term	term	NOUN
easat-6498	188	22	.	.	PUNCT
easat-6498	189	1	to	to	PART
easat-6498	189	2	address	address	VERB
easat-6498	189	3	potential	potential	ADJ
easat-6498	189	4	endogeneity	endogeneity	NOUN
easat-6498	189	5	concerns	concern	NOUN
easat-6498	189	6	arising	arise	VERB
easat-6498	189	7	from	from	ADP
easat-6498	189	8	simultaneous	simultaneous	ADJ
easat-6498	189	9	causality	causality	NOUN
easat-6498	189	10	between	between	ADP
easat-6498	189	11	technological	technological	ADJ
easat-6498	189	12	readiness	readiness	NOUN
easat-6498	189	13	and	and	CCONJ
easat-6498	189	14	implementation	implementation	NOUN
easat-6498	189	15	success	success	NOUN
easat-6498	189	16	,	,	PUNCT
easat-6498	189	17	we	we	PRON
easat-6498	189	18	augment	augment	VERB
easat-6498	189	19	our	our	PRON
easat-6498	189	20	baseline	baseline	NOUN
easat-6498	189	21	specification	specification	NOUN
easat-6498	189	22	with	with	ADP
easat-6498	189	23	an	an	DET
easat-6498	189	24	instrumental	instrumental	ADJ
easat-6498	189	25	variables	variable	NOUN
easat-6498	189	26	approach	approach	NOUN
easat-6498	189	27	.	.	PUNCT
easat-6498	190	1	following	follow	VERB
easat-6498	190	2	huang	huang	PROPN
easat-6498	190	3	[	[	X
easat-6498	190	4	1	1	NUM
easat-6498	190	5	]	]	PUNCT
easat-6498	190	6	we	we	PRON
easat-6498	190	7	construct	construct	VERB
easat-6498	190	8	instruments	instrument	NOUN
easat-6498	190	9	based	base	VERB
easat-6498	190	10	on	on	ADP
easat-6498	190	11	historical	historical	ADJ
easat-6498	190	12	it	it	PRON
easat-6498	190	13	investment	investment	NOUN
easat-6498	190	14	patterns	pattern	NOUN
easat-6498	190	15	and	and	CCONJ
easat-6498	190	16	regional	regional	ADJ
easat-6498	190	17	technology	technology	NOUN
easat-6498	190	18	diffusion	diffusion	NOUN
easat-6498	190	19	rates	rate	NOUN
easat-6498	190	20	.	.	PUNCT
easat-6498	191	1	the	the	DET
easat-6498	191	2	first	first	ADJ
easat-6498	191	3	-	-	PUNCT
easat-6498	191	4	stage	stage	NOUN
easat-6498	191	5	equations	equation	NOUN
easat-6498	191	6	are	be	AUX
easat-6498	191	7	specified	specify	VERB
easat-6498	191	8	as	as	ADP
easat-6498	191	9	:	:	SYM
easat-6498	191	10	0	0	NUM
easat-6498	191	11	1	1	NUM
easat-6498	191	12	1	1	NUM
easat-6498	191	13	2	2	NUM
easat-6498	191	14	2it	2it	NOUN
easat-6498	191	15	it	it	PRON
easat-6498	192	1	it	it	PRON
easat-6498	192	2	it	it	PRON
easat-6498	192	3	ittr	ittr	ADJ
easat-6498	192	4	z	z	NOUN
easat-6498	192	5	z	z	NOUN
easat-6498	192	6	x	x	SYM
easat-6498	192	7	v	v	NOUN
easat-6498	192	8			PROPN
easat-6498	192	9			ADJ
easat-6498	192	10	=	=	X
easat-6498	192	11	+	+	X
easat-6498	193	1	+	+	PUNCT
easat-6498	193	2	+	+	PUNCT
easat-6498	193	3	+	+	SYM
easat-6498	193	4	0	0	NUM
easat-6498	193	5	1	1	NUM
easat-6498	193	6	1	1	NUM
easat-6498	193	7	2	2	NUM
easat-6498	193	8	2it	2it	NOUN
easat-6498	193	9	it	it	PRON
easat-6498	194	1	it	it	PRON
easat-6498	194	2	it	it	PRON
easat-6498	194	3	itolc	itolc	ADJ
easat-6498	194	4	z	z	NOUN
easat-6498	194	5	z	z	NOUN
easat-6498	194	6	x	x	PROPN
easat-6498	195	1			NUM
easat-6498	195	2			NUM
easat-6498	195	3			ADJ
easat-6498	195	4	=	=	NOUN
easat-6498	195	5	+	+	X
easat-6498	195	6	+	+	PUNCT
easat-6498	195	7	+	+	PUNCT
easat-6498	195	8	+	+	CCONJ
easat-6498	195	9	where	where	SCONJ
easat-6498	195	10	1itz	1itz	NUM
easat-6498	195	11	and	and	CCONJ
easat-6498	195	12	2itz	2itz	PROPN
easat-6498	195	13	represent	represent	VERB
easat-6498	195	14	our	our	PRON
easat-6498	195	15	instruments	instrument	NOUN
easat-6498	195	16	,	,	PUNCT
easat-6498	195	17	specifically	specifically	ADV
easat-6498	195	18	historical	historical	ADJ
easat-6498	195	19	it	it	PRON
easat-6498	195	20	investment	investment	NOUN
easat-6498	195	21	levels	level	NOUN
easat-6498	195	22	and	and	CCONJ
easat-6498	195	23	regional	regional	ADJ
easat-6498	195	24	technology	technology	NOUN
easat-6498	195	25	diffusion	diffusion	NOUN
easat-6498	195	26	rates	rate	NOUN
easat-6498	195	27	.	.	PUNCT
easat-6498	196	1	the	the	DET
easat-6498	196	2	mediation	mediation	NOUN
easat-6498	196	3	analysis	analysis	NOUN
easat-6498	196	4	follows	follow	VERB
easat-6498	196	5	baron	baron	NOUN
easat-6498	196	6	and	and	CCONJ
easat-6498	196	7	kenny	kenny	PROPN
easat-6498	197	1	[	[	X
easat-6498	197	2	26	26	NUM
easat-6498	197	3	]	]	PUNCT
easat-6498	197	4	framework	framework	NOUN
easat-6498	197	5	,	,	PUNCT
easat-6498	197	6	augmented	augment	VERB
easat-6498	197	7	with	with	ADP
easat-6498	197	8	modern	modern	ADJ
easat-6498	197	9	approaches	approach	NOUN
easat-6498	197	10	to	to	ADP
easat-6498	197	11	testing	test	VERB
easat-6498	197	12	indirect	indirect	ADJ
easat-6498	197	13	effects	effect	NOUN
easat-6498	197	14	.	.	PUNCT
easat-6498	198	1	the	the	DET
easat-6498	198	2	system	system	NOUN
easat-6498	198	3	of	of	ADP
easat-6498	198	4	equations	equation	NOUN
easat-6498	198	5	for	for	ADP
easat-6498	198	6	the	the	DET
easat-6498	198	7	mediation	mediation	NOUN
easat-6498	198	8	analysis	analysis	NOUN
easat-6498	198	9	is	be	AUX
easat-6498	198	10	specified	specify	VERB
easat-6498	198	11	as	as	ADP
easat-6498	198	12	:	:	SYM
easat-6498	198	13	0	0	NUM
easat-6498	198	14	1	1	NUM
easat-6498	198	15	2	2	NUM
easat-6498	198	16	1it	1it	NOUN
easat-6498	198	17	it	it	PRON
easat-6498	198	18	it	it	PRON
easat-6498	198	19	it	it	PRON
easat-6498	198	20	itua	itua	VERB
easat-6498	198	21	tr	tr	VERB
easat-6498	198	22	olc	olc	PROPN
easat-6498	198	23	x	x	PROPN
easat-6498	198	24			X
easat-6498	198	25			X
easat-6498	198	26			ADP
easat-6498	198	27	=	=	NOUN
easat-6498	199	1	+	+	PUNCT
easat-6498	199	2	+	+	PUNCT
easat-6498	199	3	+	+	PUNCT
easat-6498	199	4	+	+	SYM
easat-6498	199	5	0	0	NUM
easat-6498	199	6	1	1	NUM
easat-6498	199	7	2	2	NUM
easat-6498	199	8	3	3	NUM
easat-6498	199	9	2it	2it	NOUN
easat-6498	199	10	it	it	PRON
easat-6498	200	1	it	it	PRON
easat-6498	200	2	it	it	PRON
easat-6498	201	1	it	it	PRON
easat-6498	201	2	itaisi	itaisi	VERB
easat-6498	201	3	tr	tr	VERB
easat-6498	201	4	olc	olc	PROPN
easat-6498	201	5	ua	ua	PROPN
easat-6498	201	6	x	x	PROPN
easat-6498	201	7			PROPN
easat-6498	201	8			PROPN
easat-6498	201	9			PROPN
easat-6498	201	10			NUM
easat-6498	201	11	=	=	NOUN
easat-6498	201	12	+	+	X
easat-6498	202	1	+	+	PUNCT
easat-6498	202	2	+	+	PUNCT
easat-6498	202	3	+	+	X
easat-6498	202	4	+	+	CCONJ
easat-6498	202	5	where	where	SCONJ
easat-6498	202	6	itua	itua	NOUN
easat-6498	202	7	represents	represent	VERB
easat-6498	202	8	user	user	NOUN
easat-6498	202	9	acceptance	acceptance	NOUN
easat-6498	202	10	levels	level	NOUN
easat-6498	202	11	.	.	PUNCT
easat-6498	203	1	this	this	DET
easat-6498	203	2	specification	specification	NOUN
easat-6498	203	3	allows	allow	VERB
easat-6498	203	4	us	we	PRON
easat-6498	203	5	to	to	PART
easat-6498	203	6	decompose	decompose	VERB
easat-6498	203	7	the	the	DET
easat-6498	203	8	total	total	ADJ
easat-6498	203	9	effects	effect	NOUN
easat-6498	203	10	into	into	ADP
easat-6498	203	11	direct	direct	ADJ
easat-6498	203	12	and	and	CCONJ
easat-6498	203	13	indirect	indirect	ADJ
easat-6498	203	14	components	component	NOUN
easat-6498	203	15	,	,	PUNCT
easat-6498	203	16	providing	provide	VERB
easat-6498	203	17	insights	insight	NOUN
easat-6498	203	18	into	into	ADP
easat-6498	203	19	the	the	DET
easat-6498	203	20	mechanisms	mechanism	NOUN
easat-6498	203	21	through	through	ADP
easat-6498	203	22	which	which	PRON
easat-6498	203	23	technological	technological	ADJ
easat-6498	203	24	and	and	CCONJ
easat-6498	203	25	organizational	organizational	ADJ
easat-6498	203	26	factors	factor	NOUN
easat-6498	203	27	influence	influence	VERB
easat-6498	203	28	implementation	implementation	NOUN
easat-6498	203	29	success	success	NOUN
easat-6498	203	30	.	.	PUNCT
easat-6498	204	1	4.3	4.3	NUM
easat-6498	204	2	.	.	PUNCT
easat-6498	204	3	estimation	estimation	NOUN
easat-6498	204	4	results	result	VERB
easat-6498	204	5	4.3.1	4.3.1	VERB
easat-6498	204	6	.	.	PUNCT
easat-6498	205	1	baseline	baseline	NOUN
easat-6498	205	2	analysis	analysis	NOUN
easat-6498	205	3	the	the	DET
easat-6498	205	4	baseline	baseline	PROPN
easat-6498	205	5	regression	regression	NOUN
easat-6498	205	6	results	result	NOUN
easat-6498	205	7	reveal	reveal	VERB
easat-6498	205	8	strong	strong	ADJ
easat-6498	205	9	and	and	CCONJ
easat-6498	205	10	statistically	statistically	ADV
easat-6498	205	11	significant	significant	ADJ
easat-6498	205	12	relationships	relationship	NOUN
easat-6498	205	13	between	between	ADP
easat-6498	205	14	both	both	PRON
easat-6498	205	15	technological	technological	ADJ
easat-6498	205	16	readiness	readiness	NOUN
easat-6498	205	17	and	and	CCONJ
easat-6498	205	18	organizational	organizational	ADJ
easat-6498	205	19	learning	learning	NOUN
easat-6498	205	20	capacity	capacity	NOUN
easat-6498	205	21	with	with	ADP
easat-6498	205	22	ai	ai	PRON
easat-6498	205	23	implementation	implementation	NOUN
easat-6498	205	24	success	success	NOUN
easat-6498	205	25	.	.	PUNCT
easat-6498	206	1	as	as	SCONJ
easat-6498	206	2	shown	show	VERB
easat-6498	206	3	in	in	ADP
easat-6498	206	4	table	table	NOUN
easat-6498	206	5	4	4	NUM
easat-6498	206	6	,	,	PUNCT
easat-6498	206	7	the	the	DET
easat-6498	206	8	coefficient	coefficient	NOUN
easat-6498	206	9	estimates	estimate	NOUN
easat-6498	206	10	remain	remain	VERB
easat-6498	206	11	stable	stable	ADJ
easat-6498	206	12	across	across	ADP
easat-6498	206	13	different	different	ADJ
easat-6498	206	14	model	model	NOUN
easat-6498	206	15	specifications	specification	NOUN
easat-6498	206	16	,	,	PUNCT
easat-6498	206	17	suggesting	suggest	VERB
easat-6498	206	18	robust	robust	ADJ
easat-6498	206	19	relationships	relationship	NOUN
easat-6498	206	20	that	that	PRON
easat-6498	206	21	persist	persist	VERB
easat-6498	206	22	even	even	ADV
easat-6498	206	23	after	after	ADP
easat-6498	206	24	controlling	control	VERB
easat-6498	206	25	for	for	ADP
easat-6498	206	26	a	a	DET
easat-6498	206	27	comprehensive	comprehensive	ADJ
easat-6498	206	28	set	set	NOUN
easat-6498	206	29	of	of	ADP
easat-6498	206	30	institutional	institutional	ADJ
easat-6498	206	31	characteristics	characteristic	NOUN
easat-6498	206	32	and	and	CCONJ
easat-6498	206	33	regional	regional	ADJ
easat-6498	206	34	factors	factor	NOUN
easat-6498	206	35	.	.	PUNCT
easat-6498	207	1	the	the	DET
easat-6498	207	2	magnitude	magnitude	NOUN
easat-6498	207	3	of	of	ADP
easat-6498	207	4	the	the	DET
easat-6498	207	5	technological	technological	ADJ
easat-6498	207	6	readiness	readiness	NOUN
easat-6498	207	7	coefficient	coefficient	NOUN
easat-6498	207	8	(	(	PUNCT
easat-6498	207	9	0.341	0.341	NUM
easat-6498	207	10	,	,	PUNCT
easat-6498	207	11	p<0.01	p<0.01	PROPN
easat-6498	207	12	)	)	PUNCT
easat-6498	207	13	indicates	indicate	VERB
easat-6498	207	14	that	that	SCONJ
easat-6498	207	15	a	a	DET
easat-6498	207	16	one	one	NUM
easat-6498	207	17	standard	standard	ADJ
easat-6498	207	18	deviation	deviation	NOUN
easat-6498	207	19	increase	increase	NOUN
easat-6498	207	20	in	in	ADP
easat-6498	207	21	technological	technological	ADJ
easat-6498	207	22	readiness	readiness	NOUN
easat-6498	207	23	is	be	AUX
easat-6498	207	24	associated	associate	VERB
easat-6498	207	25	with	with	ADP
easat-6498	207	26	a	a	DET
easat-6498	207	27	0.341	0.341	NUM
easat-6498	207	28	standard	standard	ADJ
easat-6498	207	29	deviation	deviation	NOUN
easat-6498	207	30	increase	increase	NOUN
easat-6498	207	31	in	in	ADP
easat-6498	207	32	implementation	implementation	NOUN
easat-6498	207	33	success	success	NOUN
easat-6498	207	34	.	.	PUNCT
easat-6498	208	1	this	this	DET
easat-6498	208	2	substantial	substantial	ADJ
easat-6498	208	3	effect	effect	NOUN
easat-6498	208	4	underscores	underscore	VERB
easat-6498	208	5	the	the	DET
easat-6498	208	6	critical	critical	ADJ
easat-6498	208	7	role	role	NOUN
easat-6498	208	8	of	of	ADP
easat-6498	208	9	technological	technological	ADJ
easat-6498	208	10	infrastructure	infrastructure	NOUN
easat-6498	208	11	and	and	CCONJ
easat-6498	208	12	capabilities	capability	NOUN
easat-6498	208	13	in	in	ADP
easat-6498	208	14	successful	successful	ADJ
easat-6498	208	15	ai	ai	VERB
easat-6498	208	16	implementation	implementation	NOUN
easat-6498	208	17	.	.	PUNCT
easat-6498	209	1	similarly	similarly	ADV
easat-6498	209	2	,	,	PUNCT
easat-6498	209	3	the	the	DET
easat-6498	209	4	organizational	organizational	ADJ
easat-6498	209	5	learning	learning	NOUN
easat-6498	209	6	capacity	capacity	NOUN
easat-6498	209	7	coefficient	coefficient	NOUN
easat-6498	209	8	(	(	PUNCT
easat-6498	209	9	0.254	0.254	NUM
easat-6498	209	10	,	,	PUNCT
easat-6498	209	11	p<0.01	p<0.01	PROPN
easat-6498	209	12	)	)	PUNCT
easat-6498	209	13	suggests	suggest	VERB
easat-6498	209	14	that	that	SCONJ
easat-6498	209	15	institutions	institution	NOUN
easat-6498	209	16	'	'	PART
easat-6498	209	17	ability	ability	NOUN
easat-6498	209	18	to	to	PART
easat-6498	209	19	adapt	adapt	VERB
easat-6498	209	20	and	and	CCONJ
easat-6498	209	21	learn	learn	VERB
easat-6498	209	22	significantly	significantly	ADV
easat-6498	209	23	influences	influence	VERB
easat-6498	209	24	implementation	implementation	NOUN
easat-6498	209	25	outcomes	outcome	NOUN
easat-6498	209	26	.	.	PUNCT
easat-6498	210	1	the	the	DET
easat-6498	210	2	control	control	NOUN
easat-6498	210	3	variables	variable	NOUN
easat-6498	210	4	provide	provide	VERB
easat-6498	210	5	additional	additional	ADJ
easat-6498	210	6	insights	insight	NOUN
easat-6498	210	7	into	into	ADP
easat-6498	210	8	the	the	DET
easat-6498	210	9	determinants	determinant	NOUN
easat-6498	210	10	of	of	ADP
easat-6498	210	11	implementation	implementation	NOUN
easat-6498	210	12	success	success	NOUN
easat-6498	210	13	.	.	PUNCT
easat-6498	211	1	institution	institution	NOUN
easat-6498	211	2	size	size	NOUN
easat-6498	211	3	shows	show	VERB
easat-6498	211	4	a	a	DET
easat-6498	211	5	positive	positive	ADJ
easat-6498	211	6	and	and	CCONJ
easat-6498	211	7	significant	significant	ADJ
easat-6498	211	8	association	association	NOUN
easat-6498	211	9	(	(	PUNCT
easat-6498	211	10	0.132	0.132	NUM
easat-6498	211	11	,	,	PUNCT
easat-6498	211	12	p<0.01	p<0.01	PROPN
easat-6498	211	13	)	)	PUNCT
easat-6498	211	14	,	,	PUNCT
easat-6498	211	15	suggesting	suggest	VERB
easat-6498	211	16	that	that	SCONJ
easat-6498	211	17	larger	large	ADJ
easat-6498	211	18	institutions	institution	NOUN
easat-6498	211	19	may	may	AUX
easat-6498	211	20	benefit	benefit	VERB
easat-6498	211	21	from	from	ADP
easat-6498	211	22	economies	economy	NOUN
easat-6498	211	23	of	of	ADP
easat-6498	211	24	scale	scale	NOUN
easat-6498	211	25	in	in	ADP
easat-6498	211	26	ai	ai	PROPN
easat-6498	211	27	implementation	implementation	NOUN
easat-6498	211	28	.	.	PUNCT
easat-6498	212	1	the	the	DET
easat-6498	212	2	positive	positive	ADJ
easat-6498	212	3	coefficient	coefficient	NOUN
easat-6498	212	4	on	on	ADP
easat-6498	212	5	institution	institution	NOUN
easat-6498	212	6	age	age	NOUN
easat-6498	212	7	(	(	PUNCT
easat-6498	212	8	0.075	0.075	NUM
easat-6498	212	9	,	,	PUNCT
easat-6498	212	10	p<0.05	p<0.05	NOUN
easat-6498	212	11	)	)	PUNCT
easat-6498	212	12	indicates	indicate	VERB
easat-6498	212	13	that	that	SCONJ
easat-6498	212	14	more	more	ADJ
easat-6498	212	15	established	establish	VERB
easat-6498	212	16	institutions	institution	NOUN
easat-6498	212	17	,	,	PUNCT
easat-6498	212	18	potentially	potentially	ADV
easat-6498	212	19	with	with	ADP
easat-6498	212	20	more	more	ADV
easat-6498	212	21	developed	developed	ADJ
easat-6498	212	22	organizational	organizational	ADJ
easat-6498	212	23	routines	routine	NOUN
easat-6498	212	24	,	,	PUNCT
easat-6498	212	25	may	may	AUX
easat-6498	212	26	have	have	VERB
easat-6498	212	27	advantages	advantage	NOUN
easat-6498	212	28	in	in	ADP
easat-6498	212	29	implementing	implement	VERB
easat-6498	212	30	ai	ai	NOUN
easat-6498	212	31	innovations	innovation	NOUN
easat-6498	212	32	.	.	PUNCT
easat-6498	213	1	2119	2119	NUM
easat-6498	213	2	edelweiss	edelweiss	PROPN
easat-6498	213	3	applied	apply	VERB
easat-6498	213	4	science	science	NOUN
easat-6498	213	5	and	and	CCONJ
easat-6498	213	6	technology	technology	NOUN
easat-6498	213	7	issn	issn	PROPN
easat-6498	213	8	:	:	PUNCT
easat-6498	213	9	2576	2576	NUM
easat-6498	213	10	-	-	SYM
easat-6498	213	11	8484	8484	NUM
easat-6498	213	12	vol	vol	NOUN
easat-6498	213	13	.	.	PROPN
easat-6498	214	1	9	9	NUM
easat-6498	214	2	,	,	PUNCT
easat-6498	214	3	no	no	INTJ
easat-6498	214	4	.	.	NOUN
easat-6498	214	5	4	4	NUM
easat-6498	214	6	:	:	PUNCT
easat-6498	214	7	2109	2109	NUM
easat-6498	214	8	-	-	SYM
easat-6498	214	9	2128	2128	NUM
easat-6498	214	10	,	,	PUNCT
easat-6498	214	11	2025	2025	NUM
easat-6498	214	12	doi	doi	NOUN
easat-6498	214	13	:	:	PUNCT
easat-6498	214	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	214	15	©	©	PROPN
easat-6498	214	16	2025	2025	NUM
easat-6498	214	17	by	by	ADP
easat-6498	214	18	the	the	DET
easat-6498	214	19	authors	author	NOUN
easat-6498	214	20	;	;	PUNCT
easat-6498	214	21	licensee	licensee	PROPN
easat-6498	214	22	learning	learn	VERB
easat-6498	214	23	gate	gate	NOUN
easat-6498	214	24	table	table	NOUN
easat-6498	214	25	4	4	NUM
easat-6498	214	26	.	.	PUNCT
easat-6498	214	27	baseline	baseline	PROPN
easat-6498	214	28	regression	regression	NOUN
easat-6498	214	29	results	result	NOUN
easat-6498	214	30	of	of	ADP
easat-6498	214	31	ai	ai	ADJ
easat-6498	214	32	implementation	implementation	NOUN
easat-6498	214	33	success	success	NOUN
easat-6498	214	34	.	.	PUNCT
easat-6498	215	1	variables	variable	NOUN
easat-6498	215	2	model	model	VERB
easat-6498	215	3	1	1	NUM
easat-6498	215	4	model	model	NOUN
easat-6498	215	5	2	2	NUM
easat-6498	215	6	model	model	NOUN
easat-6498	215	7	3	3	NUM
easat-6498	215	8	model	model	NOUN
easat-6498	215	9	4	4	NUM
easat-6498	215	10	technological	technological	ADJ
easat-6498	215	11	readiness	readiness	NOUN
easat-6498	215	12	0.385	0.385	NUM
easat-6498	215	13	*	*	PUNCT
easat-6498	215	14	*	*	PUNCT
easat-6498	215	15	*	*	PUNCT
easat-6498	215	16	0.362	0.362	NUM
easat-6498	215	17	*	*	PUNCT
easat-6498	215	18	*	*	PUNCT
easat-6498	215	19	*	*	PUNCT
easat-6498	215	20	0.348	0.348	NUM
easat-6498	215	21	*	*	PUNCT
easat-6498	215	22	*	*	PUNCT
easat-6498	215	23	*	*	PUNCT
easat-6498	215	24	0.341	0.341	NUM
easat-6498	215	25	*	*	PUNCT
easat-6498	215	26	*	*	PUNCT
easat-6498	215	27	*	*	PUNCT
easat-6498	215	28	(	(	PUNCT
easat-6498	215	29	0.042	0.042	NUM
easat-6498	215	30	)	)	PUNCT
easat-6498	215	31	(	(	PUNCT
easat-6498	215	32	0.040	0.040	NUM
easat-6498	215	33	)	)	PUNCT
easat-6498	215	34	(	(	PUNCT
easat-6498	215	35	0.039	0.039	NUM
easat-6498	215	36	)	)	PUNCT
easat-6498	215	37	(	(	PUNCT
easat-6498	215	38	0.038	0.038	NUM
easat-6498	215	39	)	)	PUNCT
easat-6498	215	40	organizational	organizational	ADJ
easat-6498	215	41	learning	learn	VERB
easat-6498	215	42	0.293	0.293	NUM
easat-6498	215	43	*	*	PUNCT
easat-6498	215	44	*	*	PUNCT
easat-6498	215	45	*	*	PUNCT
easat-6498	215	46	0.275	0.275	NUM
easat-6498	215	47	*	*	PUNCT
easat-6498	215	48	*	*	PUNCT
easat-6498	215	49	*	*	PUNCT
easat-6498	215	50	0.268	0.268	NUM
easat-6498	215	51	*	*	PUNCT
easat-6498	215	52	*	*	PUNCT
easat-6498	215	53	*	*	PUNCT
easat-6498	215	54	0.254	0.254	NUM
easat-6498	215	55	*	*	PUNCT
easat-6498	215	56	*	*	PUNCT
easat-6498	215	57	*	*	PUNCT
easat-6498	215	58	(	(	PUNCT
easat-6498	215	59	0.038	0.038	NUM
easat-6498	215	60	)	)	PUNCT
easat-6498	215	61	(	(	PUNCT
easat-6498	215	62	0.036	0.036	NUM
easat-6498	215	63	)	)	PUNCT
easat-6498	215	64	(	(	PUNCT
easat-6498	215	65	0.035	0.035	NUM
easat-6498	215	66	)	)	PUNCT
easat-6498	215	67	(	(	PUNCT
easat-6498	215	68	0.034	0.034	NUM
easat-6498	215	69	)	)	PUNCT
easat-6498	215	70	institution	institution	NOUN
easat-6498	215	71	size	size	NOUN
easat-6498	215	72	0.145	0.145	NUM
easat-6498	215	73	*	*	PUNCT
easat-6498	215	74	*	*	PUNCT
easat-6498	215	75	*	*	PUNCT
easat-6498	215	76	0.138	0.138	NUM
easat-6498	215	77	*	*	PUNCT
easat-6498	215	78	*	*	PUNCT
easat-6498	215	79	*	*	PUNCT
easat-6498	215	80	0.132	0.132	NUM
easat-6498	215	81	*	*	PUNCT
easat-6498	215	82	*	*	PUNCT
easat-6498	215	83	*	*	PUNCT
easat-6498	215	84	(	(	PUNCT
easat-6498	215	85	0.029	0.029	NUM
easat-6498	215	86	)	)	PUNCT
easat-6498	215	87	(	(	PUNCT
easat-6498	215	88	0.028	0.028	NUM
easat-6498	215	89	)	)	PUNCT
easat-6498	215	90	(	(	PUNCT
easat-6498	215	91	0.027	0.027	NUM
easat-6498	215	92	)	)	PUNCT
easat-6498	215	93	institution	institution	NOUN
easat-6498	215	94	age	age	NOUN
easat-6498	215	95	0.082	0.082	NUM
easat-6498	215	96	*	*	PUNCT
easat-6498	215	97	*	*	X
easat-6498	215	98	0.078	0.078	NUM
easat-6498	215	99	*	*	PUNCT
easat-6498	215	100	*	*	PUNCT
easat-6498	215	101	0.075	0.075	NUM
easat-6498	215	102	*	*	PUNCT
easat-6498	215	103	*	*	PUNCT
easat-6498	215	104	(	(	PUNCT
easat-6498	215	105	0.025	0.025	NUM
easat-6498	215	106	)	)	PUNCT
easat-6498	215	107	(	(	PUNCT
easat-6498	215	108	0.024	0.024	NUM
easat-6498	215	109	)	)	PUNCT
easat-6498	215	110	(	(	PUNCT
easat-6498	215	111	0.023	0.023	NUM
easat-6498	215	112	)	)	PUNCT
easat-6498	215	113	regional	regional	ADJ
easat-6498	215	114	controls	control	NOUN
easat-6498	216	1	no	no	INTJ
easat-6498	216	2	no	no	INTJ
easat-6498	217	1	yes	yes	INTJ
easat-6498	217	2	yes	yes	INTJ
easat-6498	217	3	industry	industry	NOUN
easat-6498	217	4	controls	control	VERB
easat-6498	218	1	no	no	INTJ
easat-6498	218	2	no	no	INTJ
easat-6498	219	1	no	no	INTJ
easat-6498	219	2	yes	yes	INTJ
easat-6498	219	3	constant	constant	ADJ
easat-6498	219	4	1.245	1.245	NUM
easat-6498	219	5	*	*	PUNCT
easat-6498	219	6	*	*	PUNCT
easat-6498	219	7	*	*	PUNCT
easat-6498	219	8	1.182	1.182	NUM
easat-6498	219	9	*	*	PUNCT
easat-6498	219	10	*	*	PUNCT
easat-6498	219	11	*	*	PUNCT
easat-6498	219	12	1.156	1.156	NUM
easat-6498	219	13	*	*	PUNCT
easat-6498	219	14	*	*	PUNCT
easat-6498	219	15	*	*	PUNCT
easat-6498	219	16	1.128	1.128	NUM
easat-6498	219	17	*	*	PUNCT
easat-6498	219	18	*	*	PUNCT
easat-6498	219	19	*	*	PUNCT
easat-6498	219	20	(	(	PUNCT
easat-6498	219	21	0.152	0.152	NUM
easat-6498	219	22	)	)	PUNCT
easat-6498	219	23	(	(	PUNCT
easat-6498	219	24	0.148	0.148	NUM
easat-6498	219	25	)	)	PUNCT
easat-6498	219	26	(	(	PUNCT
easat-6498	219	27	0.145	0.145	NUM
easat-6498	219	28	)	)	PUNCT
easat-6498	219	29	(	(	PUNCT
easat-6498	219	30	0.142	0.142	NUM
easat-6498	219	31	)	)	PUNCT
easat-6498	219	32	observations	observation	NOUN
easat-6498	219	33	847	847	NUM
easat-6498	219	34	847	847	NUM
easat-6498	219	35	847	847	NUM
easat-6498	219	36	847	847	NUM
easat-6498	219	37	r	r	NOUN
easat-6498	219	38	-	-	PUNCT
easat-6498	219	39	squared	square	VERB
easat-6498	219	40	0.285	0.285	NUM
easat-6498	219	41	0.312	0.312	NUM
easat-6498	219	42	0.328	0.328	NUM
easat-6498	219	43	0.342	0.342	NUM
easat-6498	219	44	adjusted	adjust	VERB
easat-6498	219	45	r	r	NOUN
easat-6498	219	46	-	-	PUNCT
easat-6498	219	47	squared	square	VERB
easat-6498	219	48	0.278	0.278	NUM
easat-6498	219	49	0.302	0.302	NUM
easat-6498	219	50	0.315	0.315	NUM
easat-6498	219	51	0.3	0.3	NUM
easat-6498	219	52	note	note	NOUN
easat-6498	219	53	:	:	PUNCT
easat-6498	219	54	standard	standard	ADJ
easat-6498	219	55	errors	error	NOUN
easat-6498	219	56	in	in	ADP
easat-6498	219	57	parentheses	parenthesis	NOUN
easat-6498	219	58	.	.	PUNCT
easat-6498	220	1	*	*	PUNCT
easat-6498	220	2	*	*	PUNCT
easat-6498	220	3	*	*	PUNCT
easat-6498	220	4	p<0.01	p<0.01	PROPN
easat-6498	220	5	,	,	PUNCT
easat-6498	220	6	*	*	PUNCT
easat-6498	220	7	*	*	PUNCT
easat-6498	220	8	p<0.05	p<0.05	NOUN
easat-6498	220	9	,	,	PUNCT
easat-6498	220	10	*	*	PROPN
easat-6498	220	11	p<0.1	p<0.1	X
easat-6498	220	12	.	.	NOUN
easat-6498	220	13	4.3.2	4.3.2	NUM
easat-6498	220	14	.	.	PUNCT
easat-6498	221	1	fixed	fix	VERB
easat-6498	221	2	effects	effect	NOUN
easat-6498	221	3	analysis	analysis	NOUN
easat-6498	221	4	we	we	PRON
easat-6498	221	5	apply	apply	VERB
easat-6498	221	6	the	the	DET
easat-6498	221	7	fixed	fix	VERB
easat-6498	221	8	effects	effect	NOUN
easat-6498	221	9	specifications	specification	NOUN
easat-6498	221	10	to	to	PART
easat-6498	221	11	address	address	VERB
easat-6498	221	12	the	the	DET
easat-6498	221	13	potential	potential	ADJ
easat-6498	221	14	problem	problem	NOUN
easat-6498	221	15	of	of	ADP
easat-6498	221	16	unobserved	unobserved	ADJ
easat-6498	221	17	institutional	institutional	ADJ
easat-6498	221	18	heterogeneity	heterogeneity	NOUN
easat-6498	221	19	.	.	PUNCT
easat-6498	222	1	even	even	ADV
easat-6498	222	2	if	if	SCONJ
easat-6498	222	3	a	a	DET
easat-6498	222	4	bit	bit	NOUN
easat-6498	222	5	lower	low	ADJ
easat-6498	222	6	in	in	ADP
easat-6498	222	7	magnitude	magnitude	NOUN
easat-6498	222	8	,	,	PUNCT
easat-6498	222	9	the	the	DET
easat-6498	222	10	fixed	fix	VERB
easat-6498	222	11	effects	effect	NOUN
easat-6498	222	12	results	result	NOUN
easat-6498	222	13	confirm	confirm	VERB
easat-6498	222	14	the	the	DET
easat-6498	222	15	robustness	robustness	NOUN
easat-6498	222	16	of	of	ADP
easat-6498	222	17	our	our	PRON
easat-6498	222	18	baseline	baseline	NOUN
easat-6498	222	19	findings	finding	NOUN
easat-6498	222	20	.	.	PUNCT
easat-6498	223	1	within	within	ADP
easat-6498	223	2	-	-	PUNCT
easat-6498	223	3	institution	institution	NOUN
easat-6498	223	4	variation	variation	NOUN
easat-6498	223	5	in	in	ADP
easat-6498	223	6	both	both	PRON
easat-6498	223	7	technological	technological	ADJ
easat-6498	223	8	readiness	readiness	NOUN
easat-6498	223	9	and	and	CCONJ
easat-6498	223	10	organizational	organizational	ADJ
easat-6498	223	11	learning	learning	NOUN
easat-6498	223	12	capacity	capacity	NOUN
easat-6498	223	13	remains	remain	VERB
easat-6498	223	14	significantly	significantly	ADV
easat-6498	223	15	associated	associate	VERB
easat-6498	223	16	with	with	ADP
easat-6498	223	17	implementation	implementation	NOUN
easat-6498	223	18	success	success	NOUN
easat-6498	223	19	,	,	PUNCT
easat-6498	223	20	indicating	indicate	VERB
easat-6498	223	21	that	that	SCONJ
easat-6498	223	22	our	our	PRON
easat-6498	223	23	results	result	NOUN
easat-6498	223	24	were	be	AUX
easat-6498	223	25	not	not	PART
easat-6498	223	26	driven	drive	VERB
easat-6498	223	27	by	by	ADP
easat-6498	223	28	the	the	DET
easat-6498	223	29	time	time	NOUN
easat-6498	223	30	-	-	PUNCT
easat-6498	223	31	invariant	invariant	ADJ
easat-6498	223	32	institutional	institutional	ADJ
easat-6498	223	33	characteristics	characteristic	NOUN
easat-6498	223	34	.	.	PUNCT
easat-6498	224	1	fixed	fix	VERB
easat-6498	224	2	effects	effect	NOUN
easat-6498	224	3	estimation	estimation	NOUN
easat-6498	224	4	reveals	reveal	VERB
easat-6498	224	5	some	some	DET
easat-6498	224	6	interesting	interesting	ADJ
easat-6498	224	7	patterns	pattern	NOUN
easat-6498	224	8	.	.	PUNCT
easat-6498	225	1	in	in	ADP
easat-6498	225	2	particular	particular	ADJ
easat-6498	225	3	,	,	PUNCT
easat-6498	225	4	as	as	SCONJ
easat-6498	225	5	shown	show	VERB
easat-6498	225	6	in	in	ADP
easat-6498	225	7	table	table	NOUN
easat-6498	225	8	5	5	NUM
easat-6498	225	9	,	,	PUNCT
easat-6498	225	10	moving	move	VERB
easat-6498	225	11	from	from	ADP
easat-6498	225	12	the	the	DET
easat-6498	225	13	baseline	baseline	NOUN
easat-6498	225	14	model	model	NOUN
easat-6498	225	15	to	to	ADP
easat-6498	225	16	the	the	DET
easat-6498	225	17	fixed	fix	VERB
easat-6498	225	18	effects	effect	NOUN
easat-6498	225	19	specification	specification	NOUN
easat-6498	225	20	,	,	PUNCT
easat-6498	225	21	the	the	DET
easat-6498	225	22	coefficient	coefficient	NOUN
easat-6498	225	23	for	for	ADP
easat-6498	225	24	technological	technological	ADJ
easat-6498	225	25	readiness	readiness	NOUN
easat-6498	225	26	decreases	decrease	NOUN
easat-6498	225	27	from	from	ADP
easat-6498	225	28	0.341	0.341	NUM
easat-6498	225	29	to	to	ADP
easat-6498	225	30	0.298	0.298	NUM
easat-6498	225	31	(	(	PUNCT
easat-6498	225	32	p	p	X
easat-6498	225	33	<	<	X
easat-6498	225	34	0.01	0.01	NUM
easat-6498	225	35	)	)	PUNCT
easat-6498	225	36	,	,	PUNCT
easat-6498	225	37	while	while	SCONJ
easat-6498	225	38	the	the	DET
easat-6498	225	39	coefficient	coefficient	NOUN
easat-6498	225	40	for	for	ADP
easat-6498	225	41	organizational	organizational	ADJ
easat-6498	225	42	learning	learning	NOUN
easat-6498	225	43	capacity	capacity	NOUN
easat-6498	225	44	decreases	decrease	VERB
easat-6498	225	45	from	from	ADP
easat-6498	225	46	0.254	0.254	NUM
easat-6498	225	47	to	to	ADP
easat-6498	225	48	0.231	0.231	NUM
easat-6498	225	49	(	(	PUNCT
easat-6498	225	50	p	p	X
easat-6498	225	51	<	<	X
easat-6498	225	52	0.01	0.01	NUM
easat-6498	225	53	)	)	PUNCT
easat-6498	225	54	.	.	PUNCT
easat-6498	226	1	this	this	DET
easat-6498	226	2	modest	modest	ADJ
easat-6498	226	3	attenuation	attenuation	NOUN
easat-6498	226	4	is	be	AUX
easat-6498	226	5	suggestive	suggestive	ADJ
easat-6498	226	6	that	that	SCONJ
easat-6498	226	7	,	,	PUNCT
easat-6498	226	8	even	even	ADV
easat-6498	226	9	though	though	SCONJ
easat-6498	226	10	a	a	DET
easat-6498	226	11	substantial	substantial	ADJ
easat-6498	226	12	amount	amount	NOUN
easat-6498	226	13	of	of	ADP
easat-6498	226	14	variation	variation	NOUN
easat-6498	226	15	is	be	AUX
easat-6498	226	16	explained	explain	VERB
easat-6498	226	17	by	by	ADP
easat-6498	226	18	the	the	DET
easat-6498	226	19	institutional	institutional	ADJ
easat-6498	226	20	fixed	fix	VERB
easat-6498	226	21	effects	effect	NOUN
easat-6498	226	22	,	,	PUNCT
easat-6498	226	23	the	the	DET
easat-6498	226	24	core	core	NOUN
easat-6498	226	25	relationships	relationship	NOUN
easat-6498	226	26	are	be	AUX
easat-6498	226	27	strong	strong	ADJ
easat-6498	226	28	and	and	CCONJ
easat-6498	226	29	significant	significant	ADJ
easat-6498	226	30	.	.	PUNCT
easat-6498	227	1	most	most	ADV
easat-6498	227	2	importantly	importantly	ADV
easat-6498	227	3	,	,	PUNCT
easat-6498	227	4	the	the	DET
easat-6498	227	5	relative	relative	ADJ
easat-6498	227	6	magnitude	magnitude	NOUN
easat-6498	227	7	of	of	ADP
easat-6498	227	8	the	the	DET
easat-6498	227	9	effects	effect	NOUN
easat-6498	227	10	in	in	ADP
easat-6498	227	11	comparison	comparison	NOUN
easat-6498	227	12	with	with	ADP
easat-6498	227	13	technological	technological	ADJ
easat-6498	227	14	readiness	readiness	NOUN
easat-6498	227	15	and	and	CCONJ
easat-6498	227	16	organizational	organizational	ADJ
easat-6498	227	17	learning	learning	NOUN
easat-6498	227	18	capacity	capacity	NOUN
easat-6498	227	19	stays	stay	VERB
easat-6498	227	20	consistent	consistent	ADJ
easat-6498	227	21	across	across	ADP
easat-6498	227	22	specifications	specification	NOUN
easat-6498	227	23	-	-	PUNCT
easat-6498	227	24	a	a	DET
easat-6498	227	25	reassuring	reassuring	ADJ
easat-6498	227	26	result	result	NOUN
easat-6498	227	27	with	with	ADP
easat-6498	227	28	respect	respect	NOUN
easat-6498	227	29	to	to	ADP
easat-6498	227	30	our	our	PRON
easat-6498	227	31	central	central	ADJ
easat-6498	227	32	findings	finding	NOUN
easat-6498	227	33	.	.	PUNCT
easat-6498	228	1	time	time	NOUN
easat-6498	228	2	-	-	PUNCT
easat-6498	228	3	varying	vary	VERB
easat-6498	228	4	control	control	NOUN
easat-6498	228	5	variables	variable	NOUN
easat-6498	228	6	in	in	ADP
easat-6498	228	7	the	the	DET
easat-6498	228	8	fixed	fix	VERB
easat-6498	228	9	effects	effect	NOUN
easat-6498	228	10	models	model	NOUN
easat-6498	228	11	shed	shed	VERB
easat-6498	228	12	additional	additional	ADJ
easat-6498	228	13	light	light	NOUN
easat-6498	228	14	on	on	ADP
easat-6498	228	15	the	the	DET
easat-6498	228	16	findings	finding	NOUN
easat-6498	228	17	.	.	PUNCT
easat-6498	229	1	the	the	DET
easat-6498	229	2	coefficient	coefficient	NOUN
easat-6498	229	3	for	for	ADP
easat-6498	229	4	annual	annual	ADJ
easat-6498	229	5	it	it	PRON
easat-6498	229	6	investment	investment	NOUN
easat-6498	229	7	is	be	AUX
easat-6498	229	8	0.145	0.145	NUM
easat-6498	229	9	,	,	PUNCT
easat-6498	229	10	and	and	CCONJ
easat-6498	229	11	it	it	PRON
easat-6498	229	12	's	be	AUX
easat-6498	229	13	p<0.05	p<0.05	NOUN
easat-6498	229	14	,	,	PUNCT
easat-6498	229	15	indicating	indicate	VERB
easat-6498	229	16	that	that	SCONJ
easat-6498	229	17	current	current	ADJ
easat-6498	229	18	resource	resource	NOUN
easat-6498	229	19	allocation	allocation	NOUN
easat-6498	229	20	decisions	decision	NOUN
easat-6498	229	21	have	have	VERB
easat-6498	229	22	significant	significant	ADJ
easat-6498	229	23	effects	effect	NOUN
easat-6498	229	24	on	on	ADP
easat-6498	229	25	implementation	implementation	NOUN
easat-6498	229	26	outcomes	outcome	NOUN
easat-6498	229	27	net	net	NOUN
easat-6498	229	28	of	of	ADP
easat-6498	229	29	the	the	DET
easat-6498	229	30	general	general	ADJ
easat-6498	229	31	level	level	NOUN
easat-6498	229	32	of	of	ADP
easat-6498	229	33	technological	technological	ADJ
easat-6498	229	34	readiness	readiness	NOUN
easat-6498	229	35	.	.	PUNCT
easat-6498	230	1	similarly	similarly	ADV
easat-6498	230	2	,	,	PUNCT
easat-6498	230	3	the	the	DET
easat-6498	230	4	positive	positive	ADJ
easat-6498	230	5	coefficient	coefficient	NOUN
easat-6498	230	6	on	on	ADP
easat-6498	230	7	staff	staff	NOUN
easat-6498	230	8	training	training	NOUN
easat-6498	230	9	hours	hour	NOUN
easat-6498	230	10	is	be	AUX
easat-6498	230	11	0.118	0.118	NUM
easat-6498	230	12	,	,	PUNCT
easat-6498	230	13	p<0.05	p<0.05	NOUN
easat-6498	230	14	,	,	PUNCT
easat-6498	230	15	showing	show	VERB
easat-6498	230	16	that	that	SCONJ
easat-6498	230	17	continuing	continue	VERB
easat-6498	230	18	investment	investment	NOUN
easat-6498	230	19	in	in	ADP
easat-6498	230	20	human	human	ADJ
easat-6498	230	21	capital	capital	NOUN
easat-6498	230	22	development	development	NOUN
easat-6498	230	23	is	be	AUX
easat-6498	230	24	associated	associate	VERB
easat-6498	230	25	with	with	ADP
easat-6498	230	26	implementation	implementation	NOUN
easat-6498	230	27	success	success	NOUN
easat-6498	230	28	net	net	NOUN
easat-6498	230	29	of	of	ADP
easat-6498	230	30	the	the	DET
easat-6498	230	31	institution	institution	NOUN
easat-6498	230	32	's	's	PART
easat-6498	230	33	general	general	ADJ
easat-6498	230	34	organizational	organizational	ADJ
easat-6498	230	35	learning	learning	NOUN
easat-6498	230	36	capacity	capacity	NOUN
easat-6498	230	37	.	.	PUNCT
easat-6498	231	1	2120	2120	NUM
easat-6498	231	2	edelweiss	edelweiss	PROPN
easat-6498	231	3	applied	apply	VERB
easat-6498	231	4	science	science	NOUN
easat-6498	231	5	and	and	CCONJ
easat-6498	231	6	technology	technology	NOUN
easat-6498	231	7	issn	issn	PROPN
easat-6498	231	8	:	:	PUNCT
easat-6498	231	9	2576	2576	NUM
easat-6498	231	10	-	-	SYM
easat-6498	231	11	8484	8484	NUM
easat-6498	231	12	vol	vol	NOUN
easat-6498	231	13	.	.	PROPN
easat-6498	232	1	9	9	NUM
easat-6498	232	2	,	,	PUNCT
easat-6498	232	3	no	no	INTJ
easat-6498	232	4	.	.	NOUN
easat-6498	232	5	4	4	NUM
easat-6498	232	6	:	:	PUNCT
easat-6498	232	7	2109	2109	NUM
easat-6498	232	8	-	-	SYM
easat-6498	232	9	2128	2128	NUM
easat-6498	232	10	,	,	PUNCT
easat-6498	232	11	2025	2025	NUM
easat-6498	232	12	doi	doi	NOUN
easat-6498	232	13	:	:	PUNCT
easat-6498	232	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	232	15	©	©	PROPN
easat-6498	232	16	2025	2025	NUM
easat-6498	232	17	by	by	ADP
easat-6498	232	18	the	the	DET
easat-6498	232	19	authors	author	NOUN
easat-6498	232	20	;	;	PUNCT
easat-6498	232	21	licensee	licensee	PROPN
easat-6498	232	22	learning	learn	VERB
easat-6498	232	23	gate	gate	NOUN
easat-6498	232	24	table	table	NOUN
easat-6498	232	25	5	5	NUM
easat-6498	232	26	.	.	PUNCT
easat-6498	232	27	fixed	fix	VERB
easat-6498	232	28	effects	effect	NOUN
easat-6498	232	29	regression	regression	NOUN
easat-6498	232	30	results	result	NOUN
easat-6498	232	31	.	.	PUNCT
easat-6498	233	1	variables	variable	NOUN
easat-6498	233	2	model	model	VERB
easat-6498	233	3	1	1	NUM
easat-6498	233	4	model	model	NOUN
easat-6498	233	5	2	2	NUM
easat-6498	233	6	model	model	NOUN
easat-6498	233	7	3	3	NUM
easat-6498	233	8	model	model	NOUN
easat-6498	233	9	4	4	NUM
easat-6498	233	10	technological	technological	ADJ
easat-6498	233	11	readiness	readiness	NOUN
easat-6498	233	12	0.298	0.298	NUM
easat-6498	233	13	*	*	PUNCT
easat-6498	233	14	*	*	PUNCT
easat-6498	233	15	*	*	PUNCT
easat-6498	233	16	0.285	0.285	NUM
easat-6498	233	17	*	*	PUNCT
easat-6498	233	18	*	*	PUNCT
easat-6498	233	19	*	*	PUNCT
easat-6498	233	20	0.276	0.276	NUM
easat-6498	233	21	*	*	PUNCT
easat-6498	233	22	*	*	PUNCT
easat-6498	233	23	*	*	PUNCT
easat-6498	233	24	0.271	0.271	NUM
easat-6498	233	25	*	*	PUNCT
easat-6498	233	26	*	*	PUNCT
easat-6498	233	27	*	*	PUNCT
easat-6498	233	28	(	(	PUNCT
easat-6498	233	29	0.038	0.038	NUM
easat-6498	233	30	)	)	PUNCT
easat-6498	233	31	(	(	PUNCT
easat-6498	233	32	0.037	0.037	NUM
easat-6498	233	33	)	)	PUNCT
easat-6498	233	34	(	(	PUNCT
easat-6498	233	35	0.036	0.036	NUM
easat-6498	233	36	)	)	PUNCT
easat-6498	233	37	(	(	PUNCT
easat-6498	233	38	0.035	0.035	NUM
easat-6498	233	39	)	)	PUNCT
easat-6498	233	40	organizational	organizational	ADJ
easat-6498	233	41	learning	learning	NOUN
easat-6498	233	42	0.231	0.231	NUM
easat-6498	233	43	*	*	PUNCT
easat-6498	233	44	*	*	PUNCT
easat-6498	233	45	*	*	PUNCT
easat-6498	233	46	0.225	0.225	NUM
easat-6498	233	47	*	*	PUNCT
easat-6498	233	48	*	*	PUNCT
easat-6498	233	49	*	*	PUNCT
easat-6498	233	50	0.218	0.218	NUM
easat-6498	233	51	*	*	PUNCT
easat-6498	233	52	*	*	PUNCT
easat-6498	233	53	*	*	PUNCT
easat-6498	233	54	0.212	0.212	NUM
easat-6498	233	55	*	*	PUNCT
easat-6498	233	56	*	*	PUNCT
easat-6498	233	57	*	*	PUNCT
easat-6498	233	58	(	(	PUNCT
easat-6498	233	59	0.035	0.035	NUM
easat-6498	233	60	)	)	PUNCT
easat-6498	233	61	(	(	PUNCT
easat-6498	233	62	0.034	0.034	NUM
easat-6498	233	63	)	)	PUNCT
easat-6498	233	64	(	(	PUNCT
easat-6498	233	65	0.033	0.033	NUM
easat-6498	233	66	)	)	PUNCT
easat-6498	233	67	(	(	PUNCT
easat-6498	233	68	0.032	0.032	NUM
easat-6498	233	69	)	)	PUNCT
easat-6498	233	70	annual	annual	ADJ
easat-6498	233	71	it	it	PRON
easat-6498	233	72	investment	investment	VERB
easat-6498	233	73	0.145	0.145	NUM
easat-6498	233	74	*	*	PUNCT
easat-6498	233	75	*	*	PUNCT
easat-6498	233	76	0.142	0.142	NUM
easat-6498	233	77	*	*	X
easat-6498	233	78	*	*	PUNCT
easat-6498	233	79	0.138	0.138	NUM
easat-6498	233	80	*	*	PUNCT
easat-6498	233	81	*	*	PUNCT
easat-6498	233	82	(	(	PUNCT
easat-6498	233	83	0.048	0.048	NUM
easat-6498	233	84	)	)	PUNCT
easat-6498	233	85	(	(	PUNCT
easat-6498	233	86	0.047	0.047	NUM
easat-6498	233	87	)	)	PUNCT
easat-6498	233	88	(	(	PUNCT
easat-6498	233	89	0.046	0.046	NUM
easat-6498	233	90	)	)	PUNCT
easat-6498	233	91	staff	staff	NOUN
easat-6498	233	92	training	training	NOUN
easat-6498	233	93	hours	hour	NOUN
easat-6498	233	94	0.118	0.118	NUM
easat-6498	233	95	*	*	PUNCT
easat-6498	233	96	*	*	PUNCT
easat-6498	233	97	0.115	0.115	NUM
easat-6498	233	98	*	*	PUNCT
easat-6498	233	99	*	*	PUNCT
easat-6498	233	100	0.112	0.112	NUM
easat-6498	233	101	*	*	PUNCT
easat-6498	233	102	*	*	PUNCT
easat-6498	233	103	(	(	PUNCT
easat-6498	233	104	0.042	0.042	NUM
easat-6498	233	105	)	)	PUNCT
easat-6498	233	106	(	(	PUNCT
easat-6498	233	107	0.041	0.041	NUM
easat-6498	233	108	)	)	PUNCT
easat-6498	233	109	(	(	PUNCT
easat-6498	233	110	0.040	0.040	NUM
easat-6498	233	111	)	)	PUNCT
easat-6498	233	112	institution	institution	NOUN
easat-6498	233	113	fixed	fix	VERB
easat-6498	233	114	effects	effect	NOUN
easat-6498	234	1	yes	yes	INTJ
easat-6498	235	1	yes	yes	INTJ
easat-6498	236	1	yes	yes	INTJ
easat-6498	237	1	yes	yes	INTJ
easat-6498	237	2	time	time	NOUN
easat-6498	238	1	fixed	fix	VERB
easat-6498	238	2	effects	effect	NOUN
easat-6498	239	1	yes	yes	INTJ
easat-6498	240	1	yes	yes	INTJ
easat-6498	241	1	yes	yes	INTJ
easat-6498	242	1	yes	yes	INTJ
easat-6498	242	2	additional	additional	ADJ
easat-6498	242	3	controls	control	NOUN
easat-6498	242	4	no	no	INTJ
easat-6498	243	1	no	no	INTJ
easat-6498	243	2	yes	yes	INTJ
easat-6498	243	3	yes	yes	INTJ
easat-6498	243	4	institution	institution	NOUN
easat-6498	243	5	-	-	PUNCT
easat-6498	243	6	specific	specific	ADJ
easat-6498	243	7	trends	trend	NOUN
easat-6498	244	1	no	no	INTJ
easat-6498	244	2	no	no	INTJ
easat-6498	244	3	no	no	INTJ
easat-6498	244	4	yes	yes	INTJ
easat-6498	244	5	observations	observation	NOUN
easat-6498	244	6	847	847	NUM
easat-6498	244	7	847	847	NUM
easat-6498	244	8	847	847	NUM
easat-6498	244	9	847	847	NUM
easat-6498	244	10	r	r	NOUN
easat-6498	244	11	-	-	PUNCT
easat-6498	244	12	squared	square	VERB
easat-6498	244	13	(	(	PUNCT
easat-6498	244	14	within	within	ADP
easat-6498	244	15	)	)	PUNCT
easat-6498	245	1	0.265	0.265	NUM
easat-6498	245	2	0.282	0.282	NUM
easat-6498	245	3	0.294	0.294	NUM
easat-6498	245	4	0.308	0.308	NUM
easat-6498	245	5	number	number	NOUN
easat-6498	245	6	of	of	ADP
easat-6498	245	7	institutions	institution	NOUN
easat-6498	245	8	35	35	NUM
easat-6498	245	9	35	35	NUM
easat-6498	245	10	35	35	NUM
easat-6498	245	11	35	35	NUM
easat-6498	245	12	note	note	NOUN
easat-6498	245	13	:	:	PUNCT
easat-6498	245	14	standard	standard	ADJ
easat-6498	245	15	errors	error	NOUN
easat-6498	245	16	clustered	cluster	VERB
easat-6498	245	17	at	at	ADP
easat-6498	245	18	institution	institution	NOUN
easat-6498	245	19	level	level	NOUN
easat-6498	245	20	in	in	ADP
easat-6498	245	21	parentheses	parenthesis	NOUN
easat-6498	245	22	.	.	PUNCT
easat-6498	246	1	*	*	PUNCT
easat-6498	246	2	*	*	PUNCT
easat-6498	246	3	*	*	PUNCT
easat-6498	246	4	p<0.01	p<0.01	PROPN
easat-6498	246	5	,	,	PUNCT
easat-6498	246	6	*	*	PUNCT
easat-6498	246	7	*	*	PUNCT
easat-6498	246	8	p<0.05	p<0.05	NOUN
easat-6498	246	9	,	,	PUNCT
easat-6498	246	10	*	*	PUNCT
easat-6498	246	11	p<0.1	p<0.1	X
easat-6498	246	12	.	.	NOUN
easat-6498	246	13	4.4	4.4	NUM
easat-6498	246	14	.	.	PUNCT
easat-6498	247	1	mediation	mediation	NOUN
easat-6498	247	2	analysis	analysis	NOUN
easat-6498	247	3	the	the	DET
easat-6498	247	4	mediation	mediation	NOUN
easat-6498	247	5	analysis	analysis	NOUN
easat-6498	247	6	reveals	reveal	VERB
easat-6498	247	7	complex	complex	ADJ
easat-6498	247	8	pathways	pathway	NOUN
easat-6498	247	9	through	through	ADP
easat-6498	247	10	which	which	PRON
easat-6498	247	11	technological	technological	ADJ
easat-6498	247	12	and	and	CCONJ
easat-6498	247	13	organizational	organizational	ADJ
easat-6498	247	14	factors	factor	NOUN
easat-6498	247	15	influence	influence	VERB
easat-6498	247	16	implementation	implementation	NOUN
easat-6498	247	17	success	success	NOUN
easat-6498	247	18	.	.	PUNCT
easat-6498	248	1	the	the	DET
easat-6498	248	2	results	result	NOUN
easat-6498	248	3	in	in	ADP
easat-6498	248	4	table	table	NOUN
easat-6498	248	5	6	6	NUM
easat-6498	248	6	demonstrate	demonstrate	VERB
easat-6498	248	7	significant	significant	ADJ
easat-6498	248	8	indirect	indirect	ADJ
easat-6498	248	9	effects	effect	NOUN
easat-6498	248	10	through	through	ADP
easat-6498	248	11	user	user	NOUN
easat-6498	248	12	acceptance	acceptance	NOUN
easat-6498	248	13	for	for	ADP
easat-6498	248	14	both	both	DET
easat-6498	248	15	technological	technological	ADJ
easat-6498	248	16	readiness	readiness	NOUN
easat-6498	248	17	(	(	PUNCT
easat-6498	248	18	0.121	0.121	NUM
easat-6498	248	19	,	,	PUNCT
easat-6498	248	20	p<0.01	p<0.01	PROPN
easat-6498	248	21	)	)	PUNCT
easat-6498	248	22	and	and	CCONJ
easat-6498	248	23	organizational	organizational	ADJ
easat-6498	248	24	learning	learning	NOUN
easat-6498	248	25	capacity	capacity	NOUN
easat-6498	248	26	(	(	PUNCT
easat-6498	248	27	0.090	0.090	NUM
easat-6498	248	28	,	,	PUNCT
easat-6498	248	29	p<0.01	p<0.01	PROPN
easat-6498	248	30	)	)	PUNCT
easat-6498	248	31	.	.	PUNCT
easat-6498	249	1	these	these	DET
easat-6498	249	2	findings	finding	NOUN
easat-6498	249	3	suggest	suggest	VERB
easat-6498	249	4	that	that	SCONJ
easat-6498	249	5	approximately	approximately	ADV
easat-6498	249	6	one	one	NUM
easat-6498	249	7	-	-	PUNCT
easat-6498	249	8	third	third	NOUN
easat-6498	249	9	of	of	ADP
easat-6498	249	10	the	the	DET
easat-6498	249	11	total	total	ADJ
easat-6498	249	12	effect	effect	NOUN
easat-6498	249	13	of	of	ADP
easat-6498	249	14	each	each	DET
easat-6498	249	15	factor	factor	NOUN
easat-6498	249	16	operates	operate	VERB
easat-6498	249	17	through	through	ADP
easat-6498	249	18	improved	improve	VERB
easat-6498	249	19	user	user	NOUN
easat-6498	249	20	acceptance	acceptance	NOUN
easat-6498	249	21	.	.	PUNCT
easat-6498	250	1	table	table	NOUN
easat-6498	250	2	6	6	NUM
easat-6498	250	3	.	.	PUNCT
easat-6498	251	1	mediation	mediation	NOUN
easat-6498	251	2	analysis	analysis	NOUN
easat-6498	251	3	results	result	NOUN
easat-6498	251	4	.	.	PUNCT
easat-6498	252	1	path	path	NOUN
easat-6498	252	2	effect	effect	NOUN
easat-6498	252	3	se	se	PROPN
easat-6498	253	1	z	z	NOUN
easat-6498	253	2	-	-	PUNCT
easat-6498	253	3	value	value	NOUN
easat-6498	253	4	p	p	NOUN
easat-6498	253	5	-	-	PUNCT
easat-6498	253	6	value	value	NOUN
easat-6498	253	7	95	95	NUM
easat-6498	253	8	%	%	NOUN
easat-6498	253	9	ci	ci	NOUN
easat-6498	253	10	tr	tr	VERB
easat-6498	253	11	→	→	SYM
easat-6498	253	12	ua	ua	PROPN
easat-6498	253	13	(	(	PUNCT
easat-6498	253	14	a₁	a₁	PROPN
easat-6498	253	15	)	)	PUNCT
easat-6498	253	16	0.425	0.425	NUM
easat-6498	253	17	*	*	PUNCT
easat-6498	253	18	*	*	PUNCT
easat-6498	253	19	*	*	PUNCT
easat-6498	253	20	0.048	0.048	NUM
easat-6498	253	21	8.854	8.854	NUM
easat-6498	253	22	0.000	0.000	NUM
easat-6498	254	1	[	[	X
easat-6498	254	2	0.331	0.331	NUM
easat-6498	254	3	,	,	PUNCT
easat-6498	254	4	0.519	0.519	NUM
easat-6498	254	5	]	]	X
easat-6498	254	6	olc	olc	PROPN
easat-6498	254	7	→	→	SYM
easat-6498	254	8	ua	ua	PROPN
easat-6498	254	9	(	(	PUNCT
easat-6498	254	10	a₂	a₂	PROPN
easat-6498	254	11	)	)	PUNCT
easat-6498	255	1	0.318	0.318	NUM
easat-6498	255	2	*	*	PUNCT
easat-6498	255	3	*	*	PUNCT
easat-6498	255	4	*	*	PUNCT
easat-6498	255	5	0.042	0.042	NUM
easat-6498	255	6	7.571	7.571	NUM
easat-6498	255	7	0.000	0.000	NUM
easat-6498	256	1	[	[	X
easat-6498	256	2	0.236	0.236	NUM
easat-6498	256	3	,	,	PUNCT
easat-6498	256	4	0.400	0.400	NUM
easat-6498	256	5	]	]	X
easat-6498	256	6	ua	ua	PROPN
easat-6498	256	7	→	→	SYM
easat-6498	256	8	aisi	aisi	PROPN
easat-6498	256	9	(	(	PUNCT
easat-6498	256	10	b	b	NOUN
easat-6498	256	11	)	)	PUNCT
easat-6498	256	12	0.284	0.284	NUM
easat-6498	256	13	*	*	PUNCT
easat-6498	256	14	*	*	PUNCT
easat-6498	256	15	*	*	PUNCT
easat-6498	256	16	0.038	0.038	NUM
easat-6498	256	17	7.474	7.474	NUM
easat-6498	256	18	0.000	0.000	NUM
easat-6498	257	1	[	[	X
easat-6498	257	2	0.209	0.209	NUM
easat-6498	257	3	,	,	PUNCT
easat-6498	257	4	0.359	0.359	NUM
easat-6498	257	5	]	]	PUNCT
easat-6498	257	6	tr	tr	VERB
easat-6498	257	7	→	→	SYM
easat-6498	257	8	aisi	aisi	X
easat-6498	257	9	(	(	PUNCT
easat-6498	257	10	c	c	NOUN
easat-6498	257	11	'	'	PUNCT
easat-6498	257	12	)	)	PUNCT
easat-6498	257	13	0.245	0.245	NUM
easat-6498	257	14	*	*	PUNCT
easat-6498	257	15	*	*	PUNCT
easat-6498	257	16	*	*	PUNCT
easat-6498	257	17	0.035	0.035	NUM
easat-6498	257	18	7.000	7.000	NUM
easat-6498	257	19	0.000	0.000	NUM
easat-6498	258	1	[	[	X
easat-6498	258	2	0.176	0.176	NUM
easat-6498	258	3	,	,	PUNCT
easat-6498	258	4	0.314	0.314	NUM
easat-6498	258	5	]	]	X
easat-6498	258	6	olc	olc	PROPN
easat-6498	258	7	→	→	SYM
easat-6498	258	8	aisi	aisi	PROPN
easat-6498	258	9	(	(	PUNCT
easat-6498	258	10	d	d	NOUN
easat-6498	258	11	'	'	PUNCT
easat-6498	258	12	)	)	PUNCT
easat-6498	258	13	0.186	0.186	NUM
easat-6498	258	14	*	*	PUNCT
easat-6498	258	15	*	*	PUNCT
easat-6498	258	16	*	*	NOUN
easat-6498	258	17	0.032	0.032	NUM
easat-6498	258	18	5.813	5.813	NUM
easat-6498	258	19	0.000	0.000	NUM
easat-6498	259	1	[	[	X
easat-6498	259	2	0.123	0.123	NUM
easat-6498	259	3	,	,	PUNCT
easat-6498	259	4	0.249	0.249	NUM
easat-6498	259	5	]	]	SYM
easat-6498	259	6	indirect	indirect	ADJ
easat-6498	259	7	effect	effect	NOUN
easat-6498	259	8	(	(	PUNCT
easat-6498	259	9	tr	tr	VERB
easat-6498	259	10	)	)	PUNCT
easat-6498	259	11	0.121	0.121	NUM
easat-6498	259	12	*	*	PUNCT
easat-6498	259	13	*	*	PUNCT
easat-6498	259	14	*	*	PUNCT
easat-6498	259	15	0.018	0.018	NUM
easat-6498	259	16	6.722	6.722	NUM
easat-6498	259	17	0.000	0.000	NUM
easat-6498	259	18	[	[	X
easat-6498	259	19	0.086	0.086	NUM
easat-6498	259	20	,	,	PUNCT
easat-6498	259	21	0.156	0.156	NUM
easat-6498	259	22	]	]	PUNCT
easat-6498	259	23	indirect	indirect	ADJ
easat-6498	259	24	effect	effect	NOUN
easat-6498	259	25	(	(	PUNCT
easat-6498	259	26	olc	olc	PROPN
easat-6498	259	27	)	)	PUNCT
easat-6498	259	28	0.090	0.090	NUM
easat-6498	259	29	*	*	PUNCT
easat-6498	259	30	*	*	PUNCT
easat-6498	259	31	*	*	PUNCT
easat-6498	259	32	0.015	0.015	NUM
easat-6498	259	33	6.000	6.000	NUM
easat-6498	259	34	0.000	0.000	NUM
easat-6498	259	35	note	note	NOUN
easat-6498	259	36	:	:	PUNCT
easat-6498	259	37	tr	tr	PUNCT
easat-6498	259	38	=	=	VERB
easat-6498	259	39	technological	technological	ADJ
easat-6498	259	40	readiness	readiness	NOUN
easat-6498	259	41	,	,	PUNCT
easat-6498	259	42	olc	olc	NOUN
easat-6498	259	43	=	=	PUNCT
easat-6498	259	44	organizational	organizational	ADJ
easat-6498	259	45	learning	learning	NOUN
easat-6498	259	46	capacity	capacity	NOUN
easat-6498	259	47	,	,	PUNCT
easat-6498	259	48	ua	ua	PROPN
easat-6498	259	49	=	=	PROPN
easat-6498	259	50	user	user	NOUN
easat-6498	259	51	acceptance	acceptance	NOUN
easat-6498	259	52	,	,	PUNCT
easat-6498	259	53	aisi	aisi	PROPN
easat-6498	259	54	=	=	PUNCT
easat-6498	259	55	ai	ai	VERB
easat-6498	259	56	implementation	implementation	NOUN
easat-6498	259	57	success	success	NOUN
easat-6498	259	58	index	index	NOUN
easat-6498	259	59	.	.	PUNCT
easat-6498	260	1	*	*	PUNCT
easat-6498	260	2	*	*	PUNCT
easat-6498	260	3	*	*	PUNCT
easat-6498	260	4	p<0.01	p<0.01	PROPN
easat-6498	260	5	.	.	PUNCT
easat-6498	261	1	nevertheless	nevertheless	ADV
easat-6498	261	2	,	,	PUNCT
easat-6498	261	3	the	the	DET
easat-6498	261	4	mediation	mediation	NOUN
easat-6498	261	5	pathways	pathway	NOUN
easat-6498	261	6	give	give	VERB
easat-6498	261	7	some	some	DET
easat-6498	261	8	interesting	interesting	ADJ
easat-6498	261	9	patterns	pattern	NOUN
easat-6498	261	10	that	that	PRON
easat-6498	261	11	provide	provide	VERB
easat-6498	261	12	insight	insight	NOUN
easat-6498	261	13	into	into	ADP
easat-6498	261	14	the	the	DET
easat-6498	261	15	implementation	implementation	NOUN
easat-6498	261	16	process	process	NOUN
easat-6498	261	17	:	:	PUNCT
easat-6498	261	18	the	the	DET
easat-6498	261	19	fact	fact	NOUN
easat-6498	261	20	that	that	SCONJ
easat-6498	261	21	the	the	DET
easat-6498	261	22	indirect	indirect	ADJ
easat-6498	261	23	effect	effect	NOUN
easat-6498	261	24	of	of	ADP
easat-6498	261	25	technological	technological	ADJ
easat-6498	261	26	readiness	readiness	NOUN
easat-6498	261	27	is	be	AUX
easat-6498	261	28	stronger	strong	ADJ
easat-6498	261	29	than	than	ADP
easat-6498	261	30	that	that	PRON
easat-6498	261	31	of	of	ADP
easat-6498	261	32	the	the	DET
easat-6498	261	33	capacity	capacity	NOUN
easat-6498	261	34	of	of	ADP
easat-6498	261	35	organizational	organizational	ADJ
easat-6498	261	36	learning	learning	NOUN
easat-6498	261	37	might	might	AUX
easat-6498	261	38	indicate	indicate	VERB
easat-6498	261	39	that	that	SCONJ
easat-6498	261	40	superior	superior	ADJ
easat-6498	261	41	technological	technological	ADJ
easat-6498	261	42	infrastructure	infrastructure	NOUN
easat-6498	261	43	has	have	VERB
easat-6498	261	44	more	more	ADV
easat-6498	261	45	immediate	immediate	ADJ
easat-6498	261	46	effects	effect	NOUN
easat-6498	261	47	on	on	ADP
easat-6498	261	48	user	user	NOUN
easat-6498	261	49	acceptance	acceptance	NOUN
easat-6498	261	50	.	.	PUNCT
easat-6498	262	1	in	in	ADP
easat-6498	262	2	contrast	contrast	NOUN
easat-6498	262	3	,	,	PUNCT
easat-6498	262	4	large	large	ADJ
easat-6498	262	5	direct	direct	ADJ
easat-6498	262	6	effects	effect	NOUN
easat-6498	262	7	remaining	remain	VERB
easat-6498	262	8	for	for	ADP
easat-6498	262	9	the	the	DET
easat-6498	262	10	two	two	NUM
easat-6498	262	11	factors	factor	NOUN
easat-6498	262	12	hint	hint	NOUN
easat-6498	262	13	that	that	SCONJ
easat-6498	262	14	influences	influence	VERB
easat-6498	262	15	on	on	ADP
easat-6498	262	16	implementation	implementation	NOUN
easat-6498	262	17	success	success	NOUN
easat-6498	262	18	run	run	VERB
easat-6498	262	19	via	via	ADP
easat-6498	262	20	routes	route	NOUN
easat-6498	262	21	other	other	ADJ
easat-6498	262	22	than	than	ADP
easat-6498	262	23	solely	solely	ADV
easat-6498	262	24	user	user	NOUN
easat-6498	262	25	acceptance	acceptance	NOUN
easat-6498	262	26	.	.	PUNCT
easat-6498	263	1	the	the	DET
easat-6498	263	2	mediation	mediation	NOUN
easat-6498	263	3	effects	effect	NOUN
easat-6498	263	4	are	be	AUX
easat-6498	263	5	further	far	ADV
easat-6498	263	6	decomposed	decompose	VERB
easat-6498	263	7	to	to	PART
easat-6498	263	8	show	show	VERB
easat-6498	263	9	that	that	SCONJ
easat-6498	263	10	the	the	DET
easat-6498	263	11	magnitude	magnitude	NOUN
easat-6498	263	12	of	of	ADP
easat-6498	263	13	pu	pu	PROPN
easat-6498	263	14	increases	increase	VERB
easat-6498	263	15	the	the	DET
easat-6498	263	16	effect	effect	NOUN
easat-6498	263	17	size	size	NOUN
easat-6498	263	18	over	over	ADP
easat-6498	263	19	peou	peou	ADV
easat-6498	263	20	for	for	ADP
easat-6498	263	21	both	both	CCONJ
easat-6498	263	22	independent	independent	ADJ
easat-6498	263	23	variables	variable	NOUN
easat-6498	263	24	.	.	PUNCT
easat-6498	264	1	for	for	ADP
easat-6498	264	2	tr	tr	VERB
easat-6498	264	3	,	,	PUNCT
easat-6498	264	4	the	the	DET
easat-6498	264	5	indirect	indirect	ADJ
easat-6498	264	6	effect	effect	NOUN
easat-6498	264	7	via	via	ADP
easat-6498	264	8	pu	pu	PROPN
easat-6498	264	9	is	be	AUX
easat-6498	264	10	0.083	0.083	PROPN
easat-6498	264	11	(	(	PUNCT
easat-6498	264	12	p<0.01	p<0.01	PROPN
easat-6498	264	13	)	)	PUNCT
easat-6498	264	14	while	while	SCONJ
easat-6498	264	15	that	that	PRON
easat-6498	264	16	via	via	ADP
easat-6498	264	17	peou	peou	PROPN
easat-6498	264	18	is	be	AUX
easat-6498	264	19	0.038	0.038	NUM
easat-6498	264	20	(	(	PUNCT
easat-6498	264	21	p<0.01	p<0.01	PROPN
easat-6498	264	22	)	)	PUNCT
easat-6498	264	23	;	;	PUNCT
easat-6498	264	24	similarly	similarly	ADV
easat-6498	264	25	,	,	PUNCT
easat-6498	264	26	for	for	ADP
easat-6498	264	27	olc	olc	PROPN
easat-6498	264	28	,	,	PUNCT
easat-6498	264	29	the	the	DET
easat-6498	264	30	respective	respective	ADJ
easat-6498	264	31	indirect	indirect	ADJ
easat-6498	264	32	effects	effect	NOUN
easat-6498	264	33	through	through	ADP
easat-6498	264	34	pu	pu	PROPN
easat-6498	264	35	and	and	CCONJ
easat-6498	264	36	peou	peou	ADV
easat-6498	264	37	are	be	AUX
easat-6498	264	38	0.062	0.062	NUM
easat-6498	264	39	(	(	PUNCT
easat-6498	264	40	p<0.01	p<0.01	PROPN
easat-6498	264	41	)	)	PUNCT
easat-6498	264	42	and	and	CCONJ
easat-6498	264	43	0.028	0.028	NUM
easat-6498	264	44	(	(	PUNCT
easat-6498	264	45	p<0.01	p<0.01	PROPN
easat-6498	264	46	)	)	PUNCT
easat-6498	264	47	.	.	PUNCT
easat-6498	265	1	this	this	DET
easat-6498	265	2	pattern	pattern	NOUN
easat-6498	265	3	suggests	suggest	VERB
easat-6498	265	4	that	that	SCONJ
easat-6498	265	5	both	both	CCONJ
easat-6498	265	6	technological	technological	ADJ
easat-6498	265	7	and	and	CCONJ
easat-6498	265	8	organizational	organizational	ADJ
easat-6498	265	9	factors	factor	NOUN
easat-6498	265	10	have	have	VERB
easat-6498	265	11	a	a	DET
easat-6498	265	12	more	more	ADV
easat-6498	265	13	substantial	substantial	ADJ
easat-6498	265	14	influence	influence	NOUN
easat-6498	265	15	on	on	ADP
easat-6498	265	16	implementation	implementation	NOUN
easat-6498	265	17	success	success	NOUN
easat-6498	265	18	through	through	ADP
easat-6498	265	19	increasing	increase	VERB
easat-6498	265	20	users	user	NOUN
easat-6498	265	21	'	'	PART
easat-6498	265	22	perceptions	perception	NOUN
easat-6498	265	23	of	of	ADP
easat-6498	265	24	the	the	DET
easat-6498	265	25	utility	utility	NOUN
easat-6498	265	26	of	of	ADP
easat-6498	265	27	the	the	DET
easat-6498	265	28	ai	ai	NOUN
easat-6498	265	29	system	system	NOUN
easat-6498	265	30	rather	rather	ADV
easat-6498	265	31	than	than	ADP
easat-6498	265	32	the	the	DET
easat-6498	265	33	usability	usability	NOUN
easat-6498	265	34	of	of	ADP
easat-6498	265	35	it	it	PRON
easat-6498	265	36	.	.	PUNCT
easat-6498	266	1	the	the	DET
easat-6498	266	2	lagged	lag	VERB
easat-6498	266	3	specification	specification	NOUN
easat-6498	266	4	of	of	ADP
easat-6498	266	5	mediation	mediation	NOUN
easat-6498	266	6	effects	effect	NOUN
easat-6498	266	7	suggests	suggest	VERB
easat-6498	266	8	that	that	SCONJ
easat-6498	266	9	the	the	DET
easat-6498	266	10	indirect	indirect	ADJ
easat-6498	266	11	effects	effect	NOUN
easat-6498	266	12	through	through	ADP
easat-6498	266	13	user	user	NOUN
easat-6498	266	14	acceptance	acceptance	NOUN
easat-6498	266	15	materialize	materialize	VERB
easat-6498	266	16	more	more	ADV
easat-6498	266	17	quickly	quickly	ADV
easat-6498	266	18	for	for	ADP
easat-6498	266	19	technological	technological	ADJ
easat-6498	266	20	readiness	readiness	NOUN
easat-6498	266	21	one	one	NUM
easat-6498	266	22	semester	semester	NOUN
easat-6498	266	23	,	,	PUNCT
easat-6498	266	24	usually	usually	ADV
easat-6498	266	25	while	while	SCONJ
easat-6498	266	26	in	in	ADP
easat-6498	266	27	the	the	DET
easat-6498	266	28	case	case	NOUN
easat-6498	266	29	of	of	ADP
easat-6498	266	30	organizational	organizational	ADJ
easat-6498	266	31	learning	learning	NOUN
easat-6498	266	32	capacity	capacity	NOUN
easat-6498	266	33	,	,	PUNCT
easat-6498	266	34	the	the	DET
easat-6498	266	35	effect	effect	NOUN
easat-6498	266	36	is	be	AUX
easat-6498	266	37	generally	generally	ADV
easat-6498	266	38	stronger	strong	ADJ
easat-6498	266	39	after	after	ADP
easat-6498	266	40	two	two	NUM
easat-6498	266	41	semesters	semester	NOUN
easat-6498	266	42	.	.	PUNCT
easat-6498	267	1	this	this	PRON
easat-6498	267	2	goes	go	VERB
easat-6498	267	3	2121	2121	NUM
easat-6498	267	4	edelweiss	edelweiss	PROPN
easat-6498	267	5	applied	apply	VERB
easat-6498	267	6	science	science	NOUN
easat-6498	267	7	and	and	CCONJ
easat-6498	267	8	technology	technology	NOUN
easat-6498	267	9	issn	issn	PROPN
easat-6498	267	10	:	:	PUNCT
easat-6498	267	11	2576	2576	NUM
easat-6498	267	12	-	-	SYM
easat-6498	267	13	8484	8484	NUM
easat-6498	267	14	vol	vol	NOUN
easat-6498	267	15	.	.	PROPN
easat-6498	268	1	9	9	NUM
easat-6498	268	2	,	,	PUNCT
easat-6498	268	3	no	no	INTJ
easat-6498	268	4	.	.	NOUN
easat-6498	268	5	4	4	NUM
easat-6498	268	6	:	:	PUNCT
easat-6498	268	7	2109	2109	NUM
easat-6498	268	8	-	-	SYM
easat-6498	268	9	2128	2128	NUM
easat-6498	268	10	,	,	PUNCT
easat-6498	268	11	2025	2025	NUM
easat-6498	268	12	doi	doi	NOUN
easat-6498	268	13	:	:	PUNCT
easat-6498	268	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	268	15	©	©	PROPN
easat-6498	268	16	2025	2025	NUM
easat-6498	268	17	by	by	ADP
easat-6498	268	18	the	the	DET
easat-6498	268	19	authors	author	NOUN
easat-6498	268	20	;	;	PUNCT
easat-6498	268	21	licensee	licensee	PROPN
easat-6498	268	22	learning	learning	NOUN
easat-6498	268	23	gate	gate	NOUN
easat-6498	268	24	in	in	ADP
easat-6498	268	25	line	line	NOUN
easat-6498	268	26	with	with	ADP
easat-6498	268	27	the	the	DET
easat-6498	268	28	theoretical	theoretical	ADJ
easat-6498	268	29	expectations	expectation	NOUN
easat-6498	268	30	since	since	SCONJ
easat-6498	268	31	the	the	DET
easat-6498	268	32	improvement	improvement	NOUN
easat-6498	268	33	in	in	ADP
easat-6498	268	34	technological	technological	ADJ
easat-6498	268	35	infrastructure	infrastructure	NOUN
easat-6498	268	36	can	can	AUX
easat-6498	268	37	give	give	VERB
easat-6498	268	38	quicker	quick	ADJ
easat-6498	268	39	payback	payback	NOUN
easat-6498	268	40	in	in	ADP
easat-6498	268	41	terms	term	NOUN
easat-6498	268	42	of	of	ADP
easat-6498	268	43	user	user	NOUN
easat-6498	268	44	acceptance	acceptance	NOUN
easat-6498	268	45	while	while	SCONJ
easat-6498	268	46	increased	increase	VERB
easat-6498	268	47	organizational	organizational	ADJ
easat-6498	268	48	learning	learning	NOUN
easat-6498	268	49	capacity	capacity	NOUN
easat-6498	268	50	may	may	AUX
easat-6498	268	51	need	need	VERB
easat-6498	268	52	time	time	NOUN
easat-6498	268	53	to	to	PART
easat-6498	268	54	get	get	VERB
easat-6498	268	55	its	its	PRON
easat-6498	268	56	benefits	benefit	NOUN
easat-6498	268	57	fully	fully	ADV
easat-6498	268	58	translated	translate	VERB
easat-6498	268	59	.	.	PUNCT
easat-6498	269	1	4.5	4.5	NUM
easat-6498	269	2	.	.	PUNCT
easat-6498	270	1	robustness	robustness	NOUN
easat-6498	270	2	tests	test	NOUN
easat-6498	270	3	to	to	PART
easat-6498	270	4	ensure	ensure	VERB
easat-6498	270	5	the	the	DET
easat-6498	270	6	reliability	reliability	NOUN
easat-6498	270	7	of	of	ADP
easat-6498	270	8	our	our	PRON
easat-6498	270	9	findings	finding	NOUN
easat-6498	270	10	,	,	PUNCT
easat-6498	270	11	we	we	PRON
easat-6498	270	12	conduct	conduct	VERB
easat-6498	270	13	an	an	DET
easat-6498	270	14	extensive	extensive	ADJ
easat-6498	270	15	set	set	NOUN
easat-6498	270	16	of	of	ADP
easat-6498	270	17	robustness	robustness	NOUN
easat-6498	270	18	checks	check	NOUN
easat-6498	270	19	.	.	PUNCT
easat-6498	271	1	the	the	DET
easat-6498	271	2	instrumental	instrumental	ADJ
easat-6498	271	3	variables	variable	NOUN
easat-6498	271	4	estimation	estimation	NOUN
easat-6498	271	5	results	result	NOUN
easat-6498	271	6	,	,	PUNCT
easat-6498	271	7	presented	present	VERB
easat-6498	271	8	in	in	ADP
easat-6498	271	9	table	table	NOUN
easat-6498	271	10	7	7	NUM
easat-6498	271	11	,	,	PUNCT
easat-6498	271	12	provide	provide	VERB
easat-6498	271	13	strong	strong	ADJ
easat-6498	271	14	support	support	NOUN
easat-6498	271	15	for	for	ADP
easat-6498	271	16	our	our	PRON
easat-6498	271	17	main	main	ADJ
easat-6498	271	18	findings	finding	NOUN
easat-6498	271	19	.	.	PUNCT
easat-6498	272	1	the	the	DET
easat-6498	272	2	first	first	ADJ
easat-6498	272	3	-	-	PUNCT
easat-6498	272	4	stage	stage	NOUN
easat-6498	272	5	f	f	NOUN
easat-6498	272	6	-	-	PUNCT
easat-6498	272	7	statistics	statistic	NOUN
easat-6498	272	8	exceed	exceed	VERB
easat-6498	272	9	conventional	conventional	ADJ
easat-6498	272	10	weak	weak	ADJ
easat-6498	272	11	instrument	instrument	NOUN
easat-6498	272	12	thresholds	threshold	NOUN
easat-6498	272	13	(	(	PUNCT
easat-6498	272	14	24.85	24.85	NUM
easat-6498	272	15	for	for	ADP
easat-6498	272	16	tr	tr	VERB
easat-6498	272	17	and	and	CCONJ
easat-6498	272	18	22.36	22.36	NUM
easat-6498	272	19	for	for	ADP
easat-6498	272	20	olc	olc	PROPN
easat-6498	272	21	)	)	PUNCT
easat-6498	272	22	,	,	PUNCT
easat-6498	272	23	and	and	CCONJ
easat-6498	272	24	the	the	DET
easat-6498	272	25	hansen	hansen	PROPN
easat-6498	272	26	j	j	PROPN
easat-6498	272	27	test	test	NOUN
easat-6498	272	28	(	(	PUNCT
easat-6498	272	29	p	p	NOUN
easat-6498	272	30	-	-	PUNCT
easat-6498	272	31	value	value	NOUN
easat-6498	272	32	=	=	NOUN
easat-6498	272	33	0.245	0.245	NUM
easat-6498	272	34	)	)	PUNCT
easat-6498	272	35	fails	fail	VERB
easat-6498	272	36	to	to	PART
easat-6498	272	37	reject	reject	VERB
easat-6498	272	38	the	the	DET
easat-6498	272	39	null	null	ADJ
easat-6498	272	40	hypothesis	hypothesis	NOUN
easat-6498	272	41	of	of	ADP
easat-6498	272	42	instrument	instrument	NOUN
easat-6498	272	43	validity	validity	NOUN
easat-6498	272	44	.	.	PUNCT
easat-6498	273	1	the	the	DET
easat-6498	273	2	second	second	ADJ
easat-6498	273	3	-	-	PUNCT
easat-6498	273	4	stage	stage	NOUN
easat-6498	273	5	results	result	NOUN
easat-6498	273	6	confirm	confirm	VERB
easat-6498	273	7	the	the	DET
easat-6498	273	8	significant	significant	ADJ
easat-6498	273	9	positive	positive	ADJ
easat-6498	273	10	effects	effect	NOUN
easat-6498	273	11	of	of	ADP
easat-6498	273	12	both	both	CCONJ
easat-6498	273	13	technological	technological	ADJ
easat-6498	273	14	readiness	readiness	NOUN
easat-6498	273	15	and	and	CCONJ
easat-6498	273	16	organizational	organizational	ADJ
easat-6498	273	17	learning	learning	NOUN
easat-6498	273	18	capacity	capacity	NOUN
easat-6498	273	19	on	on	ADP
easat-6498	273	20	implementation	implementation	NOUN
easat-6498	273	21	success	success	NOUN
easat-6498	273	22	,	,	PUNCT
easat-6498	273	23	with	with	ADP
easat-6498	273	24	magnitudes	magnitude	NOUN
easat-6498	273	25	comparable	comparable	ADJ
easat-6498	273	26	to	to	ADP
easat-6498	273	27	our	our	PRON
easat-6498	273	28	baseline	baseline	NOUN
easat-6498	273	29	estimates	estimate	NOUN
easat-6498	273	30	.	.	PUNCT
easat-6498	274	1	table	table	NOUN
easat-6498	274	2	7	7	NUM
easat-6498	274	3	.	.	PUNCT
easat-6498	274	4	robustness	robustness	NOUN
easat-6498	274	5	check	check	NOUN
easat-6498	274	6	results	result	NOUN
easat-6498	274	7	using	use	VERB
easat-6498	274	8	instrumental	instrumental	ADJ
easat-6498	274	9	variables	variable	NOUN
easat-6498	274	10	.	.	PUNCT
easat-6498	275	1	variables	variable	NOUN
easat-6498	275	2	first	first	ADJ
easat-6498	275	3	stage	stage	NOUN
easat-6498	275	4	second	second	ADJ
easat-6498	275	5	stage	stage	NOUN
easat-6498	275	6	tr	tr	VERB
easat-6498	275	7	olc	olc	PROPN
easat-6498	275	8	aisi	aisi	PROPN
easat-6498	275	9	historical	historical	PROPN
easat-6498	275	10	it	it	PRON
easat-6498	275	11	investment	investment	NOUN
easat-6498	275	12	0.425	0.425	NUM
easat-6498	275	13	*	*	PUNCT
easat-6498	275	14	*	*	PUNCT
easat-6498	275	15	*	*	PUNCT
easat-6498	275	16	0.156	0.156	NUM
easat-6498	275	17	*	*	PUNCT
easat-6498	275	18	*	*	PUNCT
easat-6498	275	19	(	(	PUNCT
easat-6498	275	20	0.048	0.048	NUM
easat-6498	275	21	)	)	PUNCT
easat-6498	275	22	(	(	PUNCT
easat-6498	275	23	0.052	0.052	NUM
easat-6498	275	24	)	)	PUNCT
easat-6498	275	25	prior	prior	ADJ
easat-6498	275	26	innovation	innovation	NOUN
easat-6498	275	27	0.132	0.132	NUM
easat-6498	275	28	*	*	NOUN
easat-6498	275	29	*	*	PUNCT
easat-6498	275	30	0.384	0.384	NUM
easat-6498	275	31	*	*	PUNCT
easat-6498	275	32	*	*	PUNCT
easat-6498	275	33	*	*	PUNCT
easat-6498	275	34	(	(	PUNCT
easat-6498	275	35	0.045	0.045	NUM
easat-6498	275	36	)	)	PUNCT
easat-6498	275	37	(	(	PUNCT
easat-6498	275	38	0.047	0.047	NUM
easat-6498	275	39	)	)	PUNCT
easat-6498	275	40	predicted	predict	VERB
easat-6498	275	41	tr	tr	VERB
easat-6498	275	42	0.318	0.318	NUM
easat-6498	275	43	*	*	PUNCT
easat-6498	275	44	*	*	PUNCT
easat-6498	275	45	*	*	PUNCT
easat-6498	275	46	(	(	PUNCT
easat-6498	275	47	0.052	0.052	NUM
easat-6498	275	48	)	)	PUNCT
easat-6498	275	49	predicted	predict	VERB
easat-6498	275	50	olc	olc	PROPN
easat-6498	275	51	0.242	0.242	NUM
easat-6498	275	52	*	*	PUNCT
easat-6498	275	53	*	*	PUNCT
easat-6498	275	54	*	*	PUNCT
easat-6498	275	55	(	(	PUNCT
easat-6498	275	56	0.048	0.048	NUM
easat-6498	275	57	)	)	PUNCT
easat-6498	275	58	control	control	NOUN
easat-6498	275	59	variables	variable	NOUN
easat-6498	276	1	yes	yes	INTJ
easat-6498	277	1	yes	yes	INTJ
easat-6498	277	2	yes	yes	INTJ
easat-6498	277	3	f	f	X
easat-6498	277	4	-	-	PUNCT
easat-6498	277	5	statistic	statistic	NOUN
easat-6498	277	6	24.85	24.85	NUM
easat-6498	277	7	22.36	22.36	NUM
easat-6498	277	8	hansen	hansen	PROPN
easat-6498	277	9	j	j	PROPN
easat-6498	277	10	(	(	PUNCT
easat-6498	277	11	p	p	NOUN
easat-6498	277	12	-	-	PUNCT
easat-6498	277	13	value	value	NOUN
easat-6498	277	14	)	)	PUNCT
easat-6498	277	15	0.245	0.245	NUM
easat-6498	277	16	observations	observation	NOUN
easat-6498	277	17	847	847	NUM
easat-6498	277	18	847	847	NUM
easat-6498	277	19	847	847	NUM
easat-6498	277	20	note	note	NOUN
easat-6498	277	21	:	:	PUNCT
easat-6498	277	22	standard	standard	ADJ
easat-6498	277	23	errors	error	NOUN
easat-6498	277	24	in	in	ADP
easat-6498	277	25	parentheses	parenthesis	NOUN
easat-6498	277	26	.	.	PUNCT
easat-6498	278	1	*	*	PUNCT
easat-6498	278	2	*	*	PUNCT
easat-6498	278	3	*	*	PUNCT
easat-6498	278	4	p<0.01	p<0.01	PROPN
easat-6498	278	5	,	,	PUNCT
easat-6498	278	6	*	*	PUNCT
easat-6498	278	7	*	*	PUNCT
easat-6498	278	8	p<0.05	p<0.05	NOUN
easat-6498	278	9	,	,	PUNCT
easat-6498	278	10	*	*	PUNCT
easat-6498	278	11	p<0.1	p<0.1	X
easat-6498	278	12	.	.	PUNCT
easat-6498	279	1	our	our	PRON
easat-6498	279	2	analysis	analysis	NOUN
easat-6498	279	3	using	use	VERB
easat-6498	279	4	alternative	alternative	ADJ
easat-6498	279	5	measures	measure	NOUN
easat-6498	279	6	reveals	reveal	VERB
easat-6498	279	7	consistent	consistent	ADJ
easat-6498	279	8	patterns	pattern	NOUN
easat-6498	279	9	across	across	ADP
easat-6498	279	10	different	different	ADJ
easat-6498	279	11	components	component	NOUN
easat-6498	279	12	of	of	ADP
easat-6498	279	13	implementation	implementation	NOUN
easat-6498	279	14	success	success	NOUN
easat-6498	279	15	.	.	PUNCT
easat-6498	280	1	when	when	SCONJ
easat-6498	280	2	examining	examine	VERB
easat-6498	280	3	management	management	NOUN
easat-6498	280	4	efficiency	efficiency	NOUN
easat-6498	280	5	separately	separately	ADV
easat-6498	280	6	,	,	PUNCT
easat-6498	280	7	the	the	DET
easat-6498	280	8	coefficients	coefficient	NOUN
easat-6498	280	9	for	for	ADP
easat-6498	280	10	technological	technological	ADJ
easat-6498	280	11	readiness	readiness	NOUN
easat-6498	280	12	(	(	PUNCT
easat-6498	280	13	0.315	0.315	NUM
easat-6498	280	14	,	,	PUNCT
easat-6498	280	15	p<0.01	p<0.01	PROPN
easat-6498	280	16	)	)	PUNCT
easat-6498	280	17	and	and	CCONJ
easat-6498	280	18	organizational	organizational	ADJ
easat-6498	280	19	learning	learning	NOUN
easat-6498	280	20	capacity	capacity	NOUN
easat-6498	280	21	(	(	PUNCT
easat-6498	280	22	0.238	0.238	NUM
easat-6498	280	23	,	,	PUNCT
easat-6498	280	24	p<0.01	p<0.01	PROPN
easat-6498	280	25	)	)	PUNCT
easat-6498	280	26	remain	remain	VERB
easat-6498	280	27	significant	significant	ADJ
easat-6498	280	28	and	and	CCONJ
easat-6498	280	29	similar	similar	ADJ
easat-6498	280	30	in	in	ADP
easat-6498	280	31	magnitude	magnitude	NOUN
easat-6498	280	32	to	to	ADP
easat-6498	280	33	the	the	DET
easat-6498	280	34	baseline	baseline	NOUN
easat-6498	280	35	results	result	NOUN
easat-6498	280	36	.	.	PUNCT
easat-6498	281	1	analysis	analysis	NOUN
easat-6498	281	2	of	of	ADP
easat-6498	281	3	service	service	NOUN
easat-6498	281	4	quality	quality	NOUN
easat-6498	281	5	components	component	NOUN
easat-6498	281	6	shows	show	VERB
easat-6498	281	7	slightly	slightly	ADV
easat-6498	281	8	stronger	strong	ADJ
easat-6498	281	9	effects	effect	NOUN
easat-6498	281	10	for	for	ADP
easat-6498	281	11	organizational	organizational	ADJ
easat-6498	281	12	learning	learning	NOUN
easat-6498	281	13	capacity	capacity	NOUN
easat-6498	281	14	(	(	PUNCT
easat-6498	281	15	0.282	0.282	NUM
easat-6498	281	16	,	,	PUNCT
easat-6498	281	17	p<0.01	p<0.01	PROPN
easat-6498	281	18	)	)	PUNCT
easat-6498	281	19	relative	relative	ADJ
easat-6498	281	20	to	to	ADP
easat-6498	281	21	technological	technological	ADJ
easat-6498	281	22	readiness	readiness	NOUN
easat-6498	281	23	(	(	PUNCT
easat-6498	281	24	0.295	0.295	NUM
easat-6498	281	25	,	,	PUNCT
easat-6498	281	26	p<0.01	p<0.01	PROPN
easat-6498	281	27	)	)	PUNCT
easat-6498	281	28	,	,	PUNCT
easat-6498	281	29	suggesting	suggest	VERB
easat-6498	281	30	that	that	SCONJ
easat-6498	281	31	organizational	organizational	ADJ
easat-6498	281	32	factors	factor	NOUN
easat-6498	281	33	may	may	AUX
easat-6498	281	34	be	be	AUX
easat-6498	281	35	particularly	particularly	ADV
easat-6498	281	36	important	important	ADJ
easat-6498	281	37	for	for	ADP
easat-6498	281	38	service	service	NOUN
easat-6498	281	39	-	-	PUNCT
easat-6498	281	40	related	relate	VERB
easat-6498	281	41	outcomes	outcome	NOUN
easat-6498	281	42	.	.	PUNCT
easat-6498	282	1	these	these	DET
easat-6498	282	2	findings	finding	NOUN
easat-6498	282	3	demonstrate	demonstrate	VERB
easat-6498	282	4	the	the	DET
easat-6498	282	5	robustness	robustness	NOUN
easat-6498	282	6	of	of	ADP
easat-6498	282	7	our	our	PRON
easat-6498	282	8	results	result	NOUN
easat-6498	282	9	across	across	ADP
easat-6498	282	10	different	different	ADJ
easat-6498	282	11	operational	operational	ADJ
easat-6498	282	12	dimensions	dimension	NOUN
easat-6498	282	13	of	of	ADP
easat-6498	282	14	ai	ai	ADJ
easat-6498	282	15	implementation	implementation	NOUN
easat-6498	282	16	success	success	NOUN
easat-6498	282	17	.	.	PUNCT
easat-6498	283	1	further	further	ADJ
easat-6498	283	2	investigation	investigation	NOUN
easat-6498	283	3	across	across	ADP
easat-6498	283	4	institutional	institutional	ADJ
easat-6498	283	5	subsamples	subsample	NOUN
easat-6498	283	6	provides	provide	VERB
easat-6498	283	7	additional	additional	ADJ
easat-6498	283	8	support	support	NOUN
easat-6498	283	9	for	for	ADP
easat-6498	283	10	our	our	PRON
easat-6498	283	11	findings	finding	NOUN
easat-6498	283	12	'	'	PART
easat-6498	283	13	generalizability	generalizability	NOUN
easat-6498	283	14	.	.	PUNCT
easat-6498	284	1	as	as	SCONJ
easat-6498	284	2	shown	show	VERB
easat-6498	284	3	in	in	ADP
easat-6498	284	4	table	table	NOUN
easat-6498	284	5	8	8	NUM
easat-6498	284	6	,	,	PUNCT
easat-6498	284	7	the	the	DET
easat-6498	284	8	relationship	relationship	NOUN
easat-6498	284	9	between	between	ADP
easat-6498	284	10	our	our	PRON
easat-6498	284	11	key	key	ADJ
easat-6498	284	12	independent	independent	ADJ
easat-6498	284	13	variables	variable	NOUN
easat-6498	284	14	and	and	CCONJ
easat-6498	284	15	implementation	implementation	NOUN
easat-6498	284	16	success	success	NOUN
easat-6498	284	17	remains	remain	VERB
easat-6498	284	18	remarkably	remarkably	ADV
easat-6498	284	19	stable	stable	ADJ
easat-6498	284	20	across	across	ADP
easat-6498	284	21	institutions	institution	NOUN
easat-6498	284	22	of	of	ADP
easat-6498	284	23	varying	vary	VERB
easat-6498	284	24	sizes	size	NOUN
easat-6498	284	25	,	,	PUNCT
easat-6498	284	26	with	with	ADP
easat-6498	284	27	technological	technological	ADJ
easat-6498	284	28	readiness	readiness	NOUN
easat-6498	284	29	coefficients	coefficient	NOUN
easat-6498	284	30	ranging	range	VERB
easat-6498	284	31	from	from	ADP
easat-6498	284	32	0.328	0.328	NUM
easat-6498	284	33	to	to	ADP
easat-6498	284	34	0.352	0.352	NUM
easat-6498	284	35	(	(	PUNCT
easat-6498	284	36	p<0.01	p<0.01	PROPN
easat-6498	284	37	)	)	PUNCT
easat-6498	284	38	and	and	CCONJ
easat-6498	284	39	organizational	organizational	ADJ
easat-6498	284	40	learning	learning	NOUN
easat-6498	284	41	capacity	capacity	NOUN
easat-6498	284	42	coefficients	coefficient	NOUN
easat-6498	284	43	from	from	ADP
easat-6498	284	44	0.245	0.245	NUM
easat-6498	284	45	to	to	ADP
easat-6498	284	46	0.261	0.261	NUM
easat-6498	284	47	(	(	PUNCT
easat-6498	284	48	p<0.01	p<0.01	PROPN
easat-6498	284	49	)	)	PUNCT
easat-6498	284	50	.	.	PUNCT
easat-6498	285	1	geographic	geographic	ADJ
easat-6498	285	2	variation	variation	NOUN
easat-6498	285	3	analysis	analysis	NOUN
easat-6498	285	4	reveals	reveal	VERB
easat-6498	285	5	slightly	slightly	ADV
easat-6498	285	6	stronger	strong	ADJ
easat-6498	285	7	effects	effect	NOUN
easat-6498	285	8	in	in	ADP
easat-6498	285	9	eastern	eastern	ADJ
easat-6498	285	10	region	region	NOUN
easat-6498	285	11	institutions	institution	NOUN
easat-6498	285	12	(	(	PUNCT
easat-6498	285	13	tr	tr	VERB
easat-6498	285	14	=	=	NOUN
easat-6498	285	15	0.358	0.358	NUM
easat-6498	285	16	,	,	PUNCT
easat-6498	285	17	olc	olc	X
easat-6498	285	18	=	=	PROPN
easat-6498	285	19	0.272	0.272	NUM
easat-6498	285	20	,	,	PUNCT
easat-6498	285	21	p<0.01	p<0.01	PROPN
easat-6498	285	22	)	)	PUNCT
easat-6498	285	23	compared	compare	VERB
easat-6498	285	24	to	to	ADP
easat-6498	285	25	western	western	ADJ
easat-6498	285	26	regions	region	NOUN
easat-6498	285	27	(	(	PUNCT
easat-6498	285	28	tr	tr	VERB
easat-6498	285	29	=	=	SYM
easat-6498	285	30	0.325	0.325	NUM
easat-6498	285	31	,	,	PUNCT
easat-6498	285	32	olc	olc	PROPN
easat-6498	285	33	=	=	SYM
easat-6498	285	34	0.235	0.235	NUM
easat-6498	285	35	,	,	PUNCT
easat-6498	285	36	p<0.01	p<0.01	PROPN
easat-6498	285	37	)	)	PUNCT
easat-6498	285	38	,	,	PUNCT
easat-6498	285	39	potentially	potentially	ADV
easat-6498	285	40	reflecting	reflect	VERB
easat-6498	285	41	regional	regional	ADJ
easat-6498	285	42	differences	difference	NOUN
easat-6498	285	43	in	in	ADP
easat-6498	285	44	technological	technological	ADJ
easat-6498	285	45	infrastructure	infrastructure	NOUN
easat-6498	285	46	and	and	CCONJ
easat-6498	285	47	innovation	innovation	NOUN
easat-6498	285	48	ecosystems	ecosystem	NOUN
easat-6498	285	49	.	.	PUNCT
easat-6498	286	1	2122	2122	NUM
easat-6498	286	2	edelweiss	edelweiss	PROPN
easat-6498	286	3	applied	apply	VERB
easat-6498	286	4	science	science	NOUN
easat-6498	286	5	and	and	CCONJ
easat-6498	286	6	technology	technology	NOUN
easat-6498	286	7	issn	issn	PROPN
easat-6498	286	8	:	:	PUNCT
easat-6498	286	9	2576	2576	NUM
easat-6498	286	10	-	-	SYM
easat-6498	286	11	8484	8484	NUM
easat-6498	286	12	vol	vol	NOUN
easat-6498	286	13	.	.	PROPN
easat-6498	287	1	9	9	NUM
easat-6498	287	2	,	,	PUNCT
easat-6498	287	3	no	no	INTJ
easat-6498	287	4	.	.	NOUN
easat-6498	287	5	4	4	NUM
easat-6498	287	6	:	:	PUNCT
easat-6498	287	7	2109	2109	NUM
easat-6498	287	8	-	-	SYM
easat-6498	287	9	2128	2128	NUM
easat-6498	287	10	,	,	PUNCT
easat-6498	287	11	2025	2025	NUM
easat-6498	287	12	doi	doi	NOUN
easat-6498	287	13	:	:	PUNCT
easat-6498	287	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	287	15	©	©	PROPN
easat-6498	287	16	2025	2025	NUM
easat-6498	287	17	by	by	ADP
easat-6498	287	18	the	the	DET
easat-6498	287	19	authors	author	NOUN
easat-6498	287	20	;	;	PUNCT
easat-6498	287	21	licensee	licensee	PROPN
easat-6498	287	22	learning	learn	VERB
easat-6498	287	23	gate	gate	NOUN
easat-6498	287	24	table	table	NOUN
easat-6498	287	25	8	8	NUM
easat-6498	287	26	.	.	PUNCT
easat-6498	287	27	subsample	subsample	ADJ
easat-6498	287	28	analysis	analysis	NOUN
easat-6498	287	29	results	result	NOUN
easat-6498	287	30	.	.	PUNCT
easat-6498	288	1	subgroups	subgroup	NOUN
easat-6498	288	2	n	n	CCONJ
easat-6498	288	3	tr	tr	NOUN
easat-6498	288	4	coefficient	coefficient	VERB
easat-6498	288	5	olc	olc	PROPN
easat-6498	288	6	coefficient	coefficient	PROPN
easat-6498	288	7	r	r	NOUN
easat-6498	288	8	-	-	PUNCT
easat-6498	288	9	squared	square	VERB
easat-6498	288	10	institution	institution	NOUN
easat-6498	288	11	size	size	NOUN
easat-6498	288	12	large	large	ADJ
easat-6498	288	13	(	(	PUNCT
easat-6498	288	14	>	>	NOUN
easat-6498	288	15	30,000	30,000	NUM
easat-6498	288	16	)	)	PUNCT
easat-6498	288	17	284	284	NUM
easat-6498	288	18	0.328	0.328	NUM
easat-6498	288	19	*	*	PUNCT
easat-6498	288	20	*	*	PUNCT
easat-6498	288	21	*	*	PUNCT
easat-6498	288	22	0.245	0.245	NUM
easat-6498	288	23	*	*	PUNCT
easat-6498	288	24	*	*	PUNCT
easat-6498	288	25	*	*	PUNCT
easat-6498	288	26	0.312	0.312	NUM
easat-6498	288	27	(	(	PUNCT
easat-6498	288	28	0.042	0.042	NUM
easat-6498	288	29	)	)	PUNCT
easat-6498	288	30	(	(	PUNCT
easat-6498	288	31	0.038	0.038	NUM
easat-6498	288	32	)	)	PUNCT
easat-6498	288	33	medium	medium	NOUN
easat-6498	288	34	(	(	PUNCT
easat-6498	288	35	15,000	15,000	NUM
easat-6498	288	36	-	-	SYM
easat-6498	288	37	30,000	30,000	NUM
easat-6498	288	38	)	)	PUNCT
easat-6498	288	39	295	295	NUM
easat-6498	288	40	0.352	0.352	NUM
easat-6498	288	41	*	*	PUNCT
easat-6498	288	42	*	*	PUNCT
easat-6498	288	43	*	*	PUNCT
easat-6498	288	44	0.261	0.261	NUM
easat-6498	288	45	*	*	PUNCT
easat-6498	288	46	*	*	PUNCT
easat-6498	288	47	*	*	NOUN
easat-6498	288	48	0.328	0.328	NUM
easat-6498	288	49	(	(	PUNCT
easat-6498	288	50	0.044	0.044	NUM
easat-6498	288	51	)	)	PUNCT
easat-6498	288	52	(	(	PUNCT
easat-6498	288	53	0.040	0.040	NUM
easat-6498	288	54	)	)	PUNCT
easat-6498	288	55	small	small	ADJ
easat-6498	288	56	(	(	PUNCT
easat-6498	288	57	<	<	NOUN
easat-6498	288	58	15,000	15,000	NUM
easat-6498	288	59	)	)	PUNCT
easat-6498	288	60	268	268	NUM
easat-6498	288	61	0.335	0.335	NUM
easat-6498	288	62	*	*	PUNCT
easat-6498	288	63	*	*	PUNCT
easat-6498	288	64	*	*	PUNCT
easat-6498	288	65	0.249	0.249	NUM
easat-6498	288	66	*	*	PUNCT
easat-6498	288	67	*	*	PUNCT
easat-6498	288	68	*	*	PUNCT
easat-6498	288	69	0.305	0.305	NUM
easat-6498	288	70	(	(	PUNCT
easat-6498	288	71	0.043	0.043	NUM
easat-6498	288	72	)	)	PUNCT
easat-6498	288	73	(	(	PUNCT
easat-6498	288	74	0.039	0.039	NUM
easat-6498	288	75	)	)	PUNCT
easat-6498	288	76	geographic	geographic	ADJ
easat-6498	288	77	region	region	NOUN
easat-6498	288	78	eastern	eastern	ADJ
easat-6498	288	79	312	312	NUM
easat-6498	288	80	0.358	0.358	NUM
easat-6498	288	81	*	*	PUNCT
easat-6498	288	82	*	*	PUNCT
easat-6498	288	83	*	*	PUNCT
easat-6498	288	84	0.272	0.272	NUM
easat-6498	288	85	*	*	PUNCT
easat-6498	288	86	*	*	PUNCT
easat-6498	288	87	*	*	X
easat-6498	288	88	0.334	0.334	NUM
easat-6498	288	89	(	(	PUNCT
easat-6498	288	90	0.045	0.045	NUM
easat-6498	288	91	)	)	PUNCT
easat-6498	288	92	(	(	PUNCT
easat-6498	288	93	0.041	0.041	NUM
easat-6498	288	94	)	)	PUNCT
easat-6498	288	95	central	central	ADJ
easat-6498	288	96	285	285	NUM
easat-6498	288	97	0.331	0.331	NUM
easat-6498	288	98	*	*	PUNCT
easat-6498	288	99	*	*	PUNCT
easat-6498	288	100	*	*	PUNCT
easat-6498	288	101	0.248	0.248	NUM
easat-6498	288	102	*	*	PUNCT
easat-6498	288	103	*	*	PUNCT
easat-6498	288	104	*	*	PUNCT
easat-6498	288	105	0.318	0.318	NUM
easat-6498	288	106	(	(	PUNCT
easat-6498	288	107	0.042	0.042	NUM
easat-6498	288	108	)	)	PUNCT
easat-6498	288	109	(	(	PUNCT
easat-6498	288	110	0.038	0.038	NUM
easat-6498	288	111	)	)	PUNCT
easat-6498	288	112	western	western	ADJ
easat-6498	288	113	250	250	NUM
easat-6498	288	114	0.325	0.325	NUM
easat-6498	288	115	*	*	PUNCT
easat-6498	288	116	*	*	PUNCT
easat-6498	288	117	*	*	PUNCT
easat-6498	288	118	0.235	0.235	NUM
easat-6498	288	119	*	*	PUNCT
easat-6498	288	120	*	*	PUNCT
easat-6498	288	121	*	*	PUNCT
easat-6498	288	122	0.298	0.298	NUM
easat-6498	288	123	(	(	PUNCT
easat-6498	288	124	0.041	0.041	NUM
easat-6498	288	125	)	)	PUNCT
easat-6498	288	126	(	(	PUNCT
easat-6498	288	127	0.037	0.037	NUM
easat-6498	288	128	)	)	PUNCT
easat-6498	288	129	institution	institution	NOUN
easat-6498	288	130	type	type	NOUN
easat-6498	288	131	comprehensive	comprehensive	ADJ
easat-6498	288	132	295	295	NUM
easat-6498	288	133	0.342	0.342	NUM
easat-6498	288	134	*	*	PUNCT
easat-6498	288	135	*	*	PUNCT
easat-6498	288	136	*	*	PUNCT
easat-6498	288	137	0.258	0.258	NUM
easat-6498	288	138	*	*	PUNCT
easat-6498	288	139	*	*	PUNCT
easat-6498	288	140	*	*	PUNCT
easat-6498	288	141	0.322	0.322	NUM
easat-6498	288	142	(	(	PUNCT
easat-6498	288	143	0.043	0.043	NUM
easat-6498	288	144	)	)	PUNCT
easat-6498	288	145	(	(	PUNCT
easat-6498	288	146	0.039	0.039	NUM
easat-6498	288	147	)	)	PUNCT
easat-6498	288	148	science	science	NOUN
easat-6498	288	149	&	&	CCONJ
easat-6498	288	150	technology	technology	PROPN
easat-6498	288	151	282	282	NUM
easat-6498	288	152	0.356	0.356	NUM
easat-6498	288	153	*	*	PUNCT
easat-6498	288	154	*	*	PUNCT
easat-6498	288	155	*	*	PUNCT
easat-6498	288	156	0.264	0.264	NOUN
easat-6498	288	157	*	*	PUNCT
easat-6498	288	158	*	*	PUNCT
easat-6498	288	159	*	*	PUNCT
easat-6498	288	160	0.328	0.328	NUM
easat-6498	288	161	(	(	PUNCT
easat-6498	288	162	0.044	0.044	NUM
easat-6498	288	163	)	)	PUNCT
easat-6498	288	164	(	(	PUNCT
easat-6498	288	165	0.040	0.040	NUM
easat-6498	288	166	)	)	PUNCT
easat-6498	288	167	other	other	ADJ
easat-6498	288	168	270	270	NUM
easat-6498	288	169	0.332	0.332	NUM
easat-6498	288	170	*	*	PUNCT
easat-6498	288	171	*	*	PUNCT
easat-6498	288	172	*	*	PUNCT
easat-6498	288	173	0.245	0.245	NUM
easat-6498	288	174	*	*	PUNCT
easat-6498	288	175	*	*	PUNCT
easat-6498	288	176	*	*	PUNCT
easat-6498	288	177	0.302	0.302	NUM
easat-6498	288	178	(	(	PUNCT
easat-6498	288	179	0.042	0.042	NUM
easat-6498	288	180	)	)	PUNCT
easat-6498	288	181	(	(	PUNCT
easat-6498	288	182	0.038	0.038	NUM
easat-6498	288	183	)	)	PUNCT
easat-6498	288	184	note	note	NOUN
easat-6498	288	185	:	:	PUNCT
easat-6498	288	186	standard	standard	ADJ
easat-6498	288	187	errors	error	NOUN
easat-6498	288	188	in	in	ADP
easat-6498	288	189	parentheses	parenthesis	NOUN
easat-6498	288	190	.	.	PUNCT
easat-6498	289	1	all	all	DET
easat-6498	289	2	models	model	NOUN
easat-6498	289	3	include	include	VERB
easat-6498	289	4	the	the	DET
easat-6498	289	5	full	full	ADJ
easat-6498	289	6	set	set	NOUN
easat-6498	289	7	of	of	ADP
easat-6498	289	8	controls	control	NOUN
easat-6498	289	9	.	.	PUNCT
easat-6498	290	1	*	*	PUNCT
easat-6498	290	2	*	*	PUNCT
easat-6498	290	3	*	*	PUNCT
easat-6498	290	4	p<0.01	p<0.01	PROPN
easat-6498	290	5	.	.	PUNCT
easat-6498	291	1	several	several	ADJ
easat-6498	291	2	sensitivity	sensitivity	NOUN
easat-6498	291	3	analyses	analyse	VERB
easat-6498	291	4	looking	look	VERB
easat-6498	291	5	for	for	ADP
easat-6498	291	6	methodological	methodological	ADJ
easat-6498	291	7	problems	problem	NOUN
easat-6498	291	8	also	also	ADV
easat-6498	291	9	serve	serve	VERB
easat-6498	291	10	to	to	PART
easat-6498	291	11	bolster	bolster	VERB
easat-6498	291	12	the	the	DET
easat-6498	291	13	robustness	robustness	NOUN
easat-6498	291	14	of	of	ADP
easat-6498	291	15	our	our	PRON
easat-6498	291	16	findings	finding	NOUN
easat-6498	291	17	.	.	PUNCT
easat-6498	292	1	specifically	specifically	ADV
easat-6498	292	2	,	,	PUNCT
easat-6498	292	3	alternative	alternative	ADJ
easat-6498	292	4	ways	way	NOUN
easat-6498	292	5	to	to	PART
easat-6498	292	6	cluster	cluster	VERB
easat-6498	292	7	standard	standard	ADJ
easat-6498	292	8	errors	error	NOUN
easat-6498	292	9	-	-	PUNCT
easat-6498	292	10	institutional	institutional	ADJ
easat-6498	292	11	level	level	NOUN
easat-6498	292	12	,	,	PUNCT
easat-6498	292	13	regional	regional	ADJ
easat-6498	292	14	level	level	NOUN
easat-6498	292	15	,	,	PUNCT
easat-6498	292	16	and	and	CCONJ
easat-6498	292	17	two	two	NUM
easat-6498	292	18	-	-	PUNCT
easat-6498	292	19	way	way	NOUN
easat-6498	292	20	clustering	clustering	NOUN
easat-6498	292	21	by	by	ADP
easat-6498	292	22	institution	institution	NOUN
easat-6498	292	23	and	and	CCONJ
easat-6498	292	24	time	time	NOUN
easat-6498	292	25	-	-	PUNCT
easat-6498	292	26	all	all	PRON
easat-6498	292	27	show	show	VERB
easat-6498	292	28	the	the	DET
easat-6498	292	29	estimates	estimate	NOUN
easat-6498	292	30	to	to	PART
easat-6498	292	31	be	be	AUX
easat-6498	292	32	significant	significant	ADJ
easat-6498	292	33	with	with	ADP
easat-6498	292	34	little	little	ADJ
easat-6498	292	35	variation	variation	NOUN
easat-6498	292	36	in	in	ADP
easat-6498	292	37	the	the	DET
easat-6498	292	38	size	size	NOUN
easat-6498	292	39	of	of	ADP
easat-6498	292	40	the	the	DET
easat-6498	292	41	standard	standard	ADJ
easat-6498	292	42	errors	error	NOUN
easat-6498	292	43	,	,	PUNCT
easat-6498	292	44	as	as	SCONJ
easat-6498	292	45	depicted	depict	VERB
easat-6498	292	46	in	in	ADP
easat-6498	292	47	table	table	NOUN
easat-6498	292	48	9	9	NUM
easat-6498	292	49	.	.	PUNCT
easat-6498	292	50	adding	add	VERB
easat-6498	292	51	quadratic	quadratic	ADJ
easat-6498	292	52	terms	term	NOUN
easat-6498	292	53	to	to	PART
easat-6498	292	54	accommodate	accommodate	VERB
easat-6498	292	55	the	the	DET
easat-6498	292	56	possibility	possibility	NOUN
easat-6498	292	57	of	of	ADP
easat-6498	292	58	non	non	ADJ
easat-6498	292	59	-	-	ADJ
easat-6498	292	60	linear	linear	ADJ
easat-6498	292	61	effects	effect	NOUN
easat-6498	292	62	,	,	PUNCT
easat-6498	292	63	and	and	CCONJ
easat-6498	292	64	alternative	alternative	ADJ
easat-6498	292	65	groupings	grouping	NOUN
easat-6498	292	66	of	of	ADP
easat-6498	292	67	control	control	NOUN
easat-6498	292	68	variables	variable	NOUN
easat-6498	292	69	,	,	PUNCT
easat-6498	292	70	does	do	AUX
easat-6498	292	71	not	not	PART
easat-6498	292	72	affect	affect	VERB
easat-6498	292	73	the	the	DET
easat-6498	292	74	main	main	ADJ
easat-6498	292	75	results	result	NOUN
easat-6498	292	76	.	.	PUNCT
easat-6498	293	1	results	result	NOUN
easat-6498	293	2	are	be	AUX
easat-6498	293	3	also	also	ADV
easat-6498	293	4	robust	robust	ADJ
easat-6498	293	5	to	to	ADP
easat-6498	293	6	alternative	alternative	ADJ
easat-6498	293	7	methods	method	NOUN
easat-6498	293	8	of	of	ADP
easat-6498	293	9	dealing	deal	VERB
easat-6498	293	10	with	with	ADP
easat-6498	293	11	missing	miss	VERB
easat-6498	293	12	data	datum	NOUN
easat-6498	293	13	,	,	PUNCT
easat-6498	293	14	such	such	ADJ
easat-6498	293	15	as	as	ADP
easat-6498	293	16	multiple	multiple	ADJ
easat-6498	293	17	imputation	imputation	NOUN
easat-6498	293	18	and	and	CCONJ
easat-6498	293	19	alternative	alternative	ADJ
easat-6498	293	20	deletion	deletion	NOUN
easat-6498	293	21	strategies	strategy	NOUN
easat-6498	293	22	.	.	PUNCT
easat-6498	294	1	table	table	NOUN
easat-6498	294	2	9	9	NUM
easat-6498	294	3	.	.	PUNCT
easat-6498	295	1	sensitivity	sensitivity	NOUN
easat-6498	295	2	analysis	analysis	NOUN
easat-6498	295	3	results	result	NOUN
easat-6498	295	4	.	.	PUNCT
easat-6498	296	1	model	model	NOUN
easat-6498	296	2	specification	specification	PROPN
easat-6498	296	3	tr	tr	NOUN
easat-6498	296	4	coefficient	coefficient	NOUN
easat-6498	296	5	olc	olc	PROPN
easat-6498	296	6	coefficient	coefficient	PROPN
easat-6498	297	1	hansen	hansen	PROPN
easat-6498	297	2	j	j	PROPN
easat-6498	297	3	(	(	PUNCT
easat-6498	297	4	p	p	NOUN
easat-6498	297	5	-	-	PUNCT
easat-6498	297	6	value	value	NOUN
easat-6498	297	7	)	)	PUNCT
easat-6498	297	8	first	first	ADJ
easat-6498	297	9	-	-	PUNCT
easat-6498	297	10	stage	stage	NOUN
easat-6498	297	11	f	f	PROPN
easat-6498	297	12	baseline	baseline	VERB
easat-6498	297	13	0.34	0.34	NUM
easat-6498	297	14	1	1	NUM
easat-6498	297	15	*	*	PUNCT
easat-6498	297	16	*	*	PUNCT
easat-6498	297	17	*	*	PUNCT
easat-6498	297	18	0.254	0.254	NUM
easat-6498	297	19	*	*	PUNCT
easat-6498	297	20	*	*	PUNCT
easat-6498	297	21	*	*	PUNCT
easat-6498	297	22	0.245	0.245	NUM
easat-6498	297	23	24.85/22.36	24.85/22.36	NUM
easat-6498	297	24	(	(	PUNCT
easat-6498	297	25	0.038	0.038	NUM
easat-6498	297	26	)	)	PUNCT
easat-6498	297	27	(	(	PUNCT
easat-6498	297	28	0.034	0.034	NUM
easat-6498	297	29	)	)	PUNCT
easat-6498	297	30	institution	institution	NOUN
easat-6498	297	31	clustering	cluster	VERB
easat-6498	297	32	0.338	0.338	NUM
easat-6498	297	33	*	*	PUNCT
easat-6498	297	34	*	*	PUNCT
easat-6498	297	35	*	*	PUNCT
easat-6498	297	36	0.251	0.251	NUM
easat-6498	297	37	*	*	PUNCT
easat-6498	297	38	*	*	PUNCT
easat-6498	297	39	*	*	PUNCT
easat-6498	297	40	0.238	0.238	NUM
easat-6498	297	41	23.92/21.85	23.92/21.85	NUM
easat-6498	297	42	(	(	PUNCT
easat-6498	297	43	0.042	0.042	NUM
easat-6498	297	44	)	)	PUNCT
easat-6498	297	45	(	(	PUNCT
easat-6498	297	46	0.038	0.038	NUM
easat-6498	297	47	)	)	PUNCT
easat-6498	297	48	region	region	NOUN
easat-6498	297	49	clustering	cluster	VERB
easat-6498	297	50	0.344	0.344	NOUN
easat-6498	297	51	*	*	PUNCT
easat-6498	297	52	*	*	PUNCT
easat-6498	297	53	*	*	PUNCT
easat-6498	297	54	0.257	0.257	NUM
easat-6498	297	55	*	*	PUNCT
easat-6498	297	56	*	*	PUNCT
easat-6498	297	57	*	*	PUNCT
easat-6498	297	58	0.252	0.252	NUM
easat-6498	297	59	25.12/22.94	25.12/22.94	NUM
easat-6498	297	60	(	(	PUNCT
easat-6498	297	61	0.045	0.045	NUM
easat-6498	297	62	)	)	PUNCT
easat-6498	297	63	(	(	PUNCT
easat-6498	297	64	0.041	0.041	NUM
easat-6498	297	65	)	)	PUNCT
easat-6498	297	66	two	two	NUM
easat-6498	297	67	-	-	PUNCT
easat-6498	297	68	way	way	NOUN
easat-6498	297	69	clustering	cluster	VERB
easat-6498	297	70	0.339	0.339	NUM
easat-6498	297	71	*	*	PUNCT
easat-6498	297	72	*	*	PUNCT
easat-6498	297	73	*	*	PUNCT
easat-6498	297	74	0.252	0.252	NUM
easat-6498	297	75	*	*	PUNCT
easat-6498	297	76	*	*	PUNCT
easat-6498	297	77	*	*	X
easat-6498	297	78	0.241	0.241	NUM
easat-6498	297	79	24.38/22.15	24.38/22.15	NUM
easat-6498	297	80	(	(	PUNCT
easat-6498	297	81	0.043	0.043	NUM
easat-6498	297	82	)	)	PUNCT
easat-6498	297	83	(	(	PUNCT
easat-6498	297	84	0.039	0.039	NUM
easat-6498	297	85	)	)	PUNCT
easat-6498	297	86	with	with	ADP
easat-6498	297	87	quadratic	quadratic	ADJ
easat-6498	297	88	terms	term	NOUN
easat-6498	297	89	0.335	0.335	NUM
easat-6498	297	90	*	*	PUNCT
easat-6498	297	91	*	*	PUNCT
easat-6498	297	92	*	*	PUNCT
easat-6498	297	93	0.248	0.248	NUM
easat-6498	297	94	*	*	PUNCT
easat-6498	297	95	*	*	PUNCT
easat-6498	297	96	*	*	PUNCT
easat-6498	297	97	0.235	0.235	NUM
easat-6498	297	98	23.76/21.68	23.76/21.68	NUM
easat-6498	297	99	(	(	PUNCT
easat-6498	297	100	0.041	0.041	NUM
easat-6498	297	101	)	)	PUNCT
easat-6498	297	102	(	(	PUNCT
easat-6498	297	103	0.037	0.037	NUM
easat-6498	297	104	)	)	PUNCT
easat-6498	297	105	alternative	alternative	NOUN
easat-6498	297	106	controls	control	VERB
easat-6498	297	107	0.342	0.342	NOUN
easat-6498	297	108	*	*	PUNCT
easat-6498	297	109	*	*	PUNCT
easat-6498	297	110	*	*	PUNCT
easat-6498	297	111	0.255	0.255	NUM
easat-6498	297	112	*	*	PUNCT
easat-6498	297	113	*	*	PUNCT
easat-6498	297	114	*	*	PUNCT
easat-6498	297	115	0.248	0.248	NUM
easat-6498	297	116	24.92/22.45	24.92/22.45	NUM
easat-6498	297	117	(	(	PUNCT
easat-6498	297	118	0.039	0.039	NUM
easat-6498	297	119	)	)	PUNCT
easat-6498	297	120	(	(	PUNCT
easat-6498	297	121	0.035	0.035	NUM
easat-6498	297	122	)	)	PUNCT
easat-6498	297	123	note	note	NOUN
easat-6498	297	124	:	:	PUNCT
easat-6498	297	125	standard	standard	ADJ
easat-6498	297	126	errors	error	NOUN
easat-6498	297	127	in	in	ADP
easat-6498	297	128	parentheses	parenthesis	NOUN
easat-6498	297	129	.	.	PUNCT
easat-6498	298	1	all	all	DET
easat-6498	298	2	models	model	NOUN
easat-6498	298	3	include	include	VERB
easat-6498	298	4	institution	institution	NOUN
easat-6498	298	5	and	and	CCONJ
easat-6498	298	6	time	time	NOUN
easat-6498	298	7	fixed	fix	VERB
easat-6498	298	8	effects	effect	NOUN
easat-6498	298	9	.	.	PUNCT
easat-6498	299	1	*	*	PUNCT
easat-6498	299	2	*	*	PUNCT
easat-6498	299	3	*	*	PUNCT
easat-6498	299	4	p<0.01	p<0.01	PROPN
easat-6498	299	5	.	.	PUNCT
easat-6498	299	6	concerns	concern	NOUN
easat-6498	299	7	about	about	ADP
easat-6498	299	8	temporal	temporal	ADJ
easat-6498	299	9	stability	stability	NOUN
easat-6498	299	10	led	lead	VERB
easat-6498	299	11	us	we	PRON
easat-6498	299	12	to	to	PART
easat-6498	299	13	run	run	VERB
easat-6498	299	14	various	various	ADJ
easat-6498	299	15	analyses	analysis	NOUN
easat-6498	299	16	over	over	ADP
easat-6498	299	17	different	different	ADJ
easat-6498	299	18	windows	window	NOUN
easat-6498	299	19	of	of	ADP
easat-6498	299	20	time	time	NOUN
easat-6498	299	21	,	,	PUNCT
easat-6498	299	22	and	and	CCONJ
easat-6498	299	23	the	the	DET
easat-6498	299	24	findings	finding	NOUN
easat-6498	299	25	still	still	ADV
easat-6498	299	26	hold	hold	VERB
easat-6498	299	27	across	across	ADP
easat-6498	299	28	a	a	DET
easat-6498	299	29	range	range	NOUN
easat-6498	299	30	of	of	ADP
easat-6498	299	31	temporal	temporal	ADJ
easat-6498	299	32	specifications	specification	NOUN
easat-6498	299	33	.	.	PUNCT
easat-6498	300	1	coefficients	coefficient	NOUN
easat-6498	300	2	are	be	AUX
easat-6498	300	3	stable	stable	ADJ
easat-6498	300	4	when	when	SCONJ
easat-6498	300	5	the	the	DET
easat-6498	300	6	time	time	NOUN
easat-6498	300	7	horizon	horizon	NOUN
easat-6498	300	8	of	of	ADP
easat-6498	300	9	implementation	implementation	NOUN
easat-6498	300	10	success	success	NOUN
easat-6498	300	11	changes	change	NOUN
easat-6498	300	12	,	,	PUNCT
easat-6498	300	13	indicating	indicate	VERB
easat-6498	300	14	that	that	SCONJ
easat-6498	300	15	such	such	ADJ
easat-6498	300	16	results	result	NOUN
easat-6498	300	17	can	can	AUX
easat-6498	300	18	not	not	PART
easat-6498	300	19	be	be	AUX
easat-6498	300	20	driven	drive	VERB
easat-6498	300	21	by	by	ADP
easat-6498	300	22	periodspecific	periodspecific	ADJ
easat-6498	300	23	effects	effect	NOUN
easat-6498	300	24	or	or	CCONJ
easat-6498	300	25	temporary	temporary	ADJ
easat-6498	300	26	fluctuations	fluctuation	NOUN
easat-6498	300	27	.	.	PUNCT
easat-6498	301	1	given	give	VERB
easat-6498	301	2	that	that	DET
easat-6498	301	3	technological	technological	ADJ
easat-6498	301	4	innovation	innovation	NOUN
easat-6498	301	5	in	in	ADP
easat-6498	301	6	the	the	DET
easat-6498	301	7	educational	educational	ADJ
easat-6498	301	8	setting	setting	NOUN
easat-6498	301	9	is	be	AUX
easat-6498	301	10	dynamic	dynamic	ADJ
easat-6498	301	11	in	in	ADP
easat-6498	301	12	nature	nature	NOUN
easat-6498	301	13	,	,	PUNCT
easat-6498	301	14	such	such	ADJ
easat-6498	301	15	temporal	temporal	ADJ
easat-6498	301	16	robustness	robustness	NOUN
easat-6498	301	17	is	be	AUX
easat-6498	301	18	of	of	ADP
easat-6498	301	19	the	the	DET
easat-6498	301	20	highest	high	ADJ
easat-6498	301	21	importance	importance	NOUN
easat-6498	301	22	.	.	PUNCT
easat-6498	302	1	different	different	ADJ
easat-6498	302	2	robustness	robustness	NOUN
easat-6498	302	3	checks	check	NOUN
easat-6498	302	4	2123	2123	NUM
easat-6498	302	5	edelweiss	edelweiss	PROPN
easat-6498	302	6	applied	apply	VERB
easat-6498	302	7	science	science	NOUN
easat-6498	302	8	and	and	CCONJ
easat-6498	302	9	technology	technology	NOUN
easat-6498	302	10	issn	issn	PROPN
easat-6498	302	11	:	:	PUNCT
easat-6498	302	12	2576	2576	NUM
easat-6498	302	13	-	-	SYM
easat-6498	302	14	8484	8484	NUM
easat-6498	302	15	vol	vol	NOUN
easat-6498	302	16	.	.	PROPN
easat-6498	303	1	9	9	NUM
easat-6498	303	2	,	,	PUNCT
easat-6498	303	3	no	no	INTJ
easat-6498	303	4	.	.	NOUN
easat-6498	303	5	4	4	NUM
easat-6498	303	6	:	:	PUNCT
easat-6498	303	7	2109	2109	NUM
easat-6498	303	8	-	-	SYM
easat-6498	303	9	2128	2128	NUM
easat-6498	303	10	,	,	PUNCT
easat-6498	303	11	2025	2025	NUM
easat-6498	303	12	doi	doi	NOUN
easat-6498	303	13	:	:	PUNCT
easat-6498	303	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	303	15	©	©	PROPN
easat-6498	303	16	2025	2025	NUM
easat-6498	303	17	by	by	ADP
easat-6498	303	18	the	the	DET
easat-6498	303	19	authors	author	NOUN
easat-6498	303	20	;	;	PUNCT
easat-6498	303	21	licensee	licensee	PROPN
easat-6498	303	22	learning	learning	NOUN
easat-6498	303	23	gate	gate	NOUN
easat-6498	303	24	strongly	strongly	ADV
easat-6498	303	25	support	support	VERB
easat-6498	303	26	the	the	DET
easat-6498	303	27	validity	validity	NOUN
easat-6498	303	28	of	of	ADP
easat-6498	303	29	our	our	PRON
easat-6498	303	30	main	main	ADJ
easat-6498	303	31	conclusions	conclusion	NOUN
easat-6498	303	32	about	about	ADP
easat-6498	303	33	the	the	DET
easat-6498	303	34	dual	dual	ADJ
easat-6498	303	35	role	role	NOUN
easat-6498	303	36	of	of	ADP
easat-6498	303	37	technological	technological	ADJ
easat-6498	303	38	readiness	readiness	NOUN
easat-6498	303	39	and	and	CCONJ
easat-6498	303	40	organizational	organizational	ADJ
easat-6498	303	41	learning	learning	NOUN
easat-6498	303	42	capacity	capacity	NOUN
easat-6498	303	43	in	in	ADP
easat-6498	303	44	determining	determine	VERB
easat-6498	303	45	ai	ai	VERB
easat-6498	303	46	implementation	implementation	NOUN
easat-6498	303	47	success	success	NOUN
easat-6498	303	48	in	in	ADP
easat-6498	303	49	educational	educational	ADJ
easat-6498	303	50	management	management	NOUN
easat-6498	303	51	.	.	PUNCT
easat-6498	304	1	5	5	X
easat-6498	304	2	.	.	X
easat-6498	304	3	discussion	discussion	NOUN
easat-6498	304	4	and	and	CCONJ
easat-6498	304	5	implications	implication	NOUN
easat-6498	304	6	5.1	5.1	NUM
easat-6498	304	7	.	.	PUNCT
easat-6498	305	1	key	key	ADJ
easat-6498	305	2	research	research	NOUN
easat-6498	305	3	findings	finding	VERB
easat-6498	305	4	our	our	PRON
easat-6498	305	5	empirical	empirical	ADJ
easat-6498	305	6	analysis	analysis	NOUN
easat-6498	305	7	generates	generate	VERB
easat-6498	305	8	three	three	NUM
easat-6498	305	9	key	key	ADJ
easat-6498	305	10	findings	finding	NOUN
easat-6498	305	11	that	that	PRON
easat-6498	305	12	contribute	contribute	VERB
easat-6498	305	13	significantly	significantly	ADV
easat-6498	305	14	to	to	ADP
easat-6498	305	15	the	the	DET
easat-6498	305	16	literature	literature	NOUN
easat-6498	305	17	on	on	ADP
easat-6498	305	18	ai	ai	ADJ
easat-6498	305	19	-	-	PUNCT
easat-6498	305	20	driven	drive	VERB
easat-6498	305	21	innovation	innovation	NOUN
easat-6498	305	22	in	in	ADP
easat-6498	305	23	educational	educational	ADJ
easat-6498	305	24	management	management	NOUN
easat-6498	305	25	.	.	PUNCT
easat-6498	306	1	first	first	ADV
easat-6498	306	2	,	,	PUNCT
easat-6498	306	3	about	about	ADP
easat-6498	306	4	the	the	DET
easat-6498	306	5	technology	technology	NOUN
easat-6498	306	6	-	-	PUNCT
easat-6498	306	7	capability	capability	NOUN
easat-6498	306	8	nexus	nexus	NOUN
easat-6498	306	9	,	,	PUNCT
easat-6498	306	10	results	result	NOUN
easat-6498	306	11	indicate	indicate	VERB
easat-6498	306	12	that	that	SCONJ
easat-6498	306	13	technological	technological	ADJ
easat-6498	306	14	readiness	readiness	NOUN
easat-6498	306	15	enjoys	enjoy	VERB
easat-6498	306	16	an	an	DET
easat-6498	306	17	asymmetrically	asymmetrically	ADV
easat-6498	306	18	reinforcing	reinforce	VERB
easat-6498	306	19	relation	relation	NOUN
easat-6498	306	20	to	to	ADP
easat-6498	306	21	the	the	DET
easat-6498	306	22	implementation	implementation	NOUN
easat-6498	306	23	outcomes	outcome	NOUN
easat-6498	306	24	.	.	PUNCT
easat-6498	307	1	while	while	SCONJ
easat-6498	307	2	the	the	DET
easat-6498	307	3	direct	direct	ADJ
easat-6498	307	4	effect	effect	NOUN
easat-6498	307	5	of	of	ADP
easat-6498	307	6	technological	technological	ADJ
easat-6498	307	7	infrastructure	infrastructure	NOUN
easat-6498	307	8	is	be	AUX
easat-6498	307	9	already	already	ADV
easat-6498	307	10	significant	significant	ADJ
easat-6498	307	11	,	,	PUNCT
easat-6498	307	12	β	β	NOUN
easat-6498	307	13	=	=	SYM
easat-6498	307	14	0.341	0.341	NUM
easat-6498	307	15	,	,	PUNCT
easat-6498	307	16	p<0.01	p<0.01	PROPN
easat-6498	307	17	,	,	PUNCT
easat-6498	307	18	this	this	DET
easat-6498	307	19	factor	factor	NOUN
easat-6498	307	20	increases	increase	VERB
easat-6498	307	21	significantly	significantly	ADV
easat-6498	307	22	with	with	ADP
easat-6498	307	23	high	high	ADJ
easat-6498	307	24	organizational	organizational	ADJ
easat-6498	307	25	learning	learning	NOUN
easat-6498	307	26	capacity	capacity	NOUN
easat-6498	307	27	.	.	PUNCT
easat-6498	308	1	such	such	DET
easat-6498	308	2	a	a	DET
easat-6498	308	3	finding	finding	NOUN
easat-6498	308	4	dampens	dampen	VERB
easat-6498	308	5	the	the	DET
easat-6498	308	6	technocentric	technocentric	ADJ
easat-6498	308	7	perspective	perspective	NOUN
easat-6498	308	8	of	of	ADP
easat-6498	308	9	previous	previous	ADJ
easat-6498	308	10	studies	study	NOUN
easat-6498	308	11	on	on	ADP
easat-6498	308	12	the	the	DET
easat-6498	308	13	implementation	implementation	NOUN
easat-6498	308	14	of	of	ADP
easat-6498	308	15	ai	ai	NOUN
easat-6498	308	16	,	,	PUNCT
easat-6498	308	17	as	as	SCONJ
easat-6498	308	18	technical	technical	ADJ
easat-6498	308	19	capabilities	capability	NOUN
easat-6498	308	20	become	become	AUX
easat-6498	308	21	explicitly	explicitly	ADV
easat-6498	308	22	understood	understand	VERB
easat-6498	308	23	to	to	PART
easat-6498	308	24	be	be	AUX
easat-6498	308	25	a	a	DET
easat-6498	308	26	necessary	necessary	ADJ
easat-6498	308	27	but	but	CCONJ
easat-6498	308	28	not	not	PART
easat-6498	308	29	sufficient	sufficient	ADJ
easat-6498	308	30	condition	condition	NOUN
easat-6498	308	31	for	for	ADP
easat-6498	308	32	successful	successful	ADJ
easat-6498	308	33	implementation	implementation	NOUN
easat-6498	308	34	.	.	PUNCT
easat-6498	309	1	actually	actually	ADV
easat-6498	309	2	,	,	PUNCT
easat-6498	309	3	one	one	NUM
easat-6498	309	4	of	of	ADP
easat-6498	309	5	the	the	DET
easat-6498	309	6	most	most	ADV
easat-6498	309	7	salient	salient	ADJ
easat-6498	309	8	observations	observation	NOUN
easat-6498	309	9	is	be	AUX
easat-6498	309	10	that	that	SCONJ
easat-6498	309	11	the	the	DET
easat-6498	309	12	institutions	institution	NOUN
easat-6498	309	13	characterized	characterize	VERB
easat-6498	309	14	by	by	ADP
easat-6498	309	15	high	high	ADJ
easat-6498	309	16	technological	technological	ADJ
easat-6498	309	17	readiness	readiness	NOUN
easat-6498	309	18	but	but	CCONJ
easat-6498	309	19	with	with	ADP
easat-6498	309	20	low	low	ADJ
easat-6498	309	21	organizational	organizational	ADJ
easat-6498	309	22	learning	learning	NOUN
easat-6498	309	23	capacity	capacity	NOUN
easat-6498	309	24	recorded	record	VERB
easat-6498	309	25	only	only	ADV
easat-6498	309	26	a	a	DET
easat-6498	309	27	medium	medium	ADJ
easat-6498	309	28	level	level	NOUN
easat-6498	309	29	of	of	ADP
easat-6498	309	30	success	success	NOUN
easat-6498	309	31	in	in	ADP
easat-6498	309	32	implementation	implementation	NOUN
easat-6498	309	33	;	;	PUNCT
easat-6498	309	34	this	this	PRON
easat-6498	309	35	means	mean	VERB
easat-6498	309	36	mere	mere	ADJ
easat-6498	309	37	technical	technical	ADJ
easat-6498	309	38	sophistication	sophistication	NOUN
easat-6498	309	39	alone	alone	ADV
easat-6498	309	40	can	can	AUX
easat-6498	309	41	hardly	hardly	ADV
easat-6498	309	42	ensure	ensure	VERB
easat-6498	309	43	the	the	DET
easat-6498	309	44	effective	effective	ADJ
easat-6498	309	45	adoption	adoption	NOUN
easat-6498	309	46	of	of	ADP
easat-6498	309	47	ai	ai	NOUN
easat-6498	309	48	.	.	PUNCT
easat-6498	310	1	a	a	DET
easat-6498	310	2	second	second	ADJ
easat-6498	310	3	key	key	ADJ
easat-6498	310	4	finding	finding	NOUN
easat-6498	310	5	relates	relate	VERB
easat-6498	310	6	to	to	ADP
easat-6498	310	7	how	how	SCONJ
easat-6498	310	8	implementation	implementation	NOUN
easat-6498	310	9	effects	effect	NOUN
easat-6498	310	10	vary	vary	VERB
easat-6498	310	11	dynamically	dynamically	ADV
easat-6498	310	12	across	across	ADP
easat-6498	310	13	different	different	ADJ
easat-6498	310	14	institutional	institutional	ADJ
easat-6498	310	15	contexts	contexts	NOUN
easat-6498	310	16	.	.	PUNCT
easat-6498	311	1	our	our	PRON
easat-6498	311	2	analysis	analysis	NOUN
easat-6498	311	3	shows	show	VERB
easat-6498	311	4	that	that	SCONJ
easat-6498	311	5	the	the	DET
easat-6498	311	6	effectiveness	effectiveness	NOUN
easat-6498	311	7	of	of	ADP
easat-6498	311	8	ai	ai	ADJ
easat-6498	311	9	implementation	implementation	NOUN
easat-6498	311	10	strategies	strategy	NOUN
easat-6498	311	11	varies	vary	VERB
easat-6498	311	12	systematically	systematically	ADV
easat-6498	311	13	with	with	ADP
easat-6498	311	14	institutional	institutional	ADJ
easat-6498	311	15	characteristics	characteristic	NOUN
easat-6498	311	16	in	in	ADP
easat-6498	311	17	ways	way	NOUN
easat-6498	311	18	that	that	PRON
easat-6498	311	19	current	current	ADJ
easat-6498	311	20	theoretical	theoretical	ADJ
easat-6498	311	21	frameworks	framework	NOUN
easat-6498	311	22	do	do	AUX
easat-6498	311	23	not	not	PART
easat-6498	311	24	fully	fully	ADV
easat-6498	311	25	capture	capture	VERB
easat-6498	311	26	.	.	PUNCT
easat-6498	312	1	for	for	ADP
easat-6498	312	2	example	example	NOUN
easat-6498	312	3	,	,	PUNCT
easat-6498	312	4	the	the	DET
easat-6498	312	5	stronger	strong	ADJ
easat-6498	312	6	effects	effect	NOUN
easat-6498	312	7	observed	observe	VERB
easat-6498	312	8	for	for	ADP
easat-6498	312	9	medium	medium	ADJ
easat-6498	312	10	-	-	PUNCT
easat-6498	312	11	sized	sized	ADJ
easat-6498	312	12	institutions	institution	NOUN
easat-6498	312	13	(	(	PUNCT
easat-6498	312	14	tr	tr	VERB
easat-6498	312	15	=	=	SYM
easat-6498	312	16	0.352	0.352	NUM
easat-6498	312	17	,	,	PUNCT
easat-6498	312	18	olc	olc	PROPN
easat-6498	312	19	=	=	PROPN
easat-6498	312	20	0.261	0.261	NUM
easat-6498	312	21	,	,	PUNCT
easat-6498	312	22	p<0.01	p<0.01	PROPN
easat-6498	312	23	)	)	PUNCT
easat-6498	312	24	relative	relative	ADJ
easat-6498	312	25	to	to	ADP
easat-6498	312	26	both	both	CCONJ
easat-6498	312	27	larger	large	ADJ
easat-6498	312	28	and	and	CCONJ
easat-6498	312	29	smaller	small	ADJ
easat-6498	312	30	institutions	institution	NOUN
easat-6498	312	31	suggest	suggest	VERB
easat-6498	312	32	an	an	DET
easat-6498	312	33	optimal	optimal	ADJ
easat-6498	312	34	scale	scale	NOUN
easat-6498	312	35	effect	effect	NOUN
easat-6498	312	36	in	in	ADP
easat-6498	312	37	ai	ai	ADJ
easat-6498	312	38	implementation	implementation	NOUN
easat-6498	312	39	.	.	PUNCT
easat-6498	313	1	it	it	PRON
easat-6498	313	2	would	would	AUX
easat-6498	313	3	appear	appear	VERB
easat-6498	313	4	that	that	SCONJ
easat-6498	313	5	this	this	PRON
easat-6498	313	6	reflects	reflect	VERB
easat-6498	313	7	a	a	DET
easat-6498	313	8	balance	balance	NOUN
easat-6498	313	9	point	point	NOUN
easat-6498	313	10	beyond	beyond	ADP
easat-6498	313	11	which	which	PRON
easat-6498	313	12	institutions	institution	NOUN
easat-6498	313	13	are	be	AUX
easat-6498	313	14	large	large	ADJ
easat-6498	313	15	enough	enough	ADV
easat-6498	313	16	to	to	PART
easat-6498	313	17	have	have	VERB
easat-6498	313	18	the	the	DET
easat-6498	313	19	resources	resource	NOUN
easat-6498	313	20	yet	yet	ADV
easat-6498	313	21	small	small	ADJ
easat-6498	313	22	enough	enough	ADV
easat-6498	313	23	to	to	PART
easat-6498	313	24	retain	retain	VERB
easat-6498	313	25	organizational	organizational	ADJ
easat-6498	313	26	agility	agility	NOUN
easat-6498	313	27	.	.	PUNCT
easat-6498	314	1	in	in	ADP
easat-6498	314	2	addition	addition	NOUN
easat-6498	314	3	,	,	PUNCT
easat-6498	314	4	the	the	DET
easat-6498	314	5	variation	variation	NOUN
easat-6498	314	6	in	in	ADP
easat-6498	314	7	implementation	implementation	NOUN
easat-6498	314	8	effects	effect	NOUN
easat-6498	314	9	across	across	ADP
easat-6498	314	10	regions	region	NOUN
easat-6498	314	11	,	,	PUNCT
easat-6498	314	12	with	with	ADP
easat-6498	314	13	notably	notably	ADV
easat-6498	314	14	stronger	strong	ADJ
easat-6498	314	15	outcomes	outcome	NOUN
easat-6498	314	16	for	for	ADP
easat-6498	314	17	institutions	institution	NOUN
easat-6498	314	18	in	in	ADP
easat-6498	314	19	the	the	DET
easat-6498	314	20	eastern	eastern	ADJ
easat-6498	314	21	region	region	NOUN
easat-6498	314	22	(	(	PUNCT
easat-6498	314	23	tr	tr	VERB
easat-6498	314	24	=	=	NOUN
easat-6498	314	25	0.358	0.358	NUM
easat-6498	314	26	,	,	PUNCT
easat-6498	314	27	p<0.01	p<0.01	PROPN
easat-6498	314	28	)	)	PUNCT
easat-6498	314	29	,	,	PUNCT
easat-6498	314	30	underlines	underline	VERB
easat-6498	314	31	the	the	DET
easat-6498	314	32	important	important	ADJ
easat-6498	314	33	role	role	NOUN
easat-6498	314	34	that	that	PRON
easat-6498	314	35	the	the	DET
easat-6498	314	36	wider	wide	ADJ
easat-6498	314	37	innovation	innovation	NOUN
easat-6498	314	38	ecosystems	ecosystem	NOUN
easat-6498	314	39	play	play	VERB
easat-6498	314	40	in	in	ADP
easat-6498	314	41	supporting	support	VERB
easat-6498	314	42	the	the	DET
easat-6498	314	43	adoption	adoption	NOUN
easat-6498	314	44	of	of	ADP
easat-6498	314	45	ai	ai	NOUN
easat-6498	314	46	.	.	PUNCT
easat-6498	315	1	thirdly	thirdly	ADV
easat-6498	315	2	,	,	PUNCT
easat-6498	315	3	some	some	DET
easat-6498	315	4	key	key	ADJ
easat-6498	315	5	findings	finding	NOUN
easat-6498	315	6	emerged	emerge	VERB
easat-6498	315	7	from	from	ADP
easat-6498	315	8	the	the	DET
easat-6498	315	9	cross	cross	ADJ
easat-6498	315	10	-	-	ADJ
easat-6498	315	11	sectional	sectional	ADJ
easat-6498	315	12	analysis	analysis	NOUN
easat-6498	315	13	of	of	ADP
easat-6498	315	14	the	the	DET
easat-6498	315	15	implementation	implementation	NOUN
easat-6498	315	16	pathways	pathway	NOUN
easat-6498	315	17	.	.	PUNCT
easat-6498	316	1	quite	quite	ADV
easat-6498	316	2	obviously	obviously	ADV
easat-6498	316	3	,	,	PUNCT
easat-6498	316	4	there	there	PRON
easat-6498	316	5	were	be	VERB
easat-6498	316	6	clear	clear	ADJ
easat-6498	316	7	temporal	temporal	ADJ
easat-6498	316	8	patterns	pattern	NOUN
easat-6498	316	9	in	in	ADP
easat-6498	316	10	the	the	DET
easat-6498	316	11	ways	way	NOUN
easat-6498	316	12	different	different	ADJ
easat-6498	316	13	organizational	organizational	ADJ
easat-6498	316	14	capabilities	capability	NOUN
easat-6498	316	15	influence	influence	NOUN
easat-6498	316	16	implementation	implementation	NOUN
easat-6498	316	17	success	success	NOUN
easat-6498	316	18	.	.	PUNCT
easat-6498	317	1	while	while	SCONJ
easat-6498	317	2	technological	technological	ADJ
easat-6498	317	3	readiness	readiness	NOUN
easat-6498	317	4	exerts	exert	VERB
easat-6498	317	5	relatively	relatively	ADV
easat-6498	317	6	direct	direct	ADJ
easat-6498	317	7	and	and	CCONJ
easat-6498	317	8	immediate	immediate	ADJ
easat-6498	317	9	effects	effect	NOUN
easat-6498	317	10	on	on	ADP
easat-6498	317	11	user	user	NOUN
easat-6498	317	12	acceptance	acceptance	NOUN
easat-6498	317	13	and	and	CCONJ
easat-6498	317	14	system	system	NOUN
easat-6498	317	15	utilization	utilization	NOUN
easat-6498	317	16	,	,	PUNCT
easat-6498	317	17	the	the	DET
easat-6498	317	18	effects	effect	NOUN
easat-6498	317	19	of	of	ADP
easat-6498	317	20	organizational	organizational	ADJ
easat-6498	317	21	learning	learning	NOUN
easat-6498	317	22	capacity	capacity	NOUN
easat-6498	317	23	take	take	VERB
easat-6498	317	24	longer	long	ADV
easat-6498	317	25	to	to	PART
easat-6498	317	26	emerge	emerge	VERB
easat-6498	317	27	but	but	CCONJ
easat-6498	317	28	are	be	AUX
easat-6498	317	29	also	also	ADV
easat-6498	317	30	more	more	ADV
easat-6498	317	31	durable	durable	ADJ
easat-6498	317	32	over	over	ADP
easat-6498	317	33	time	time	NOUN
easat-6498	317	34	.	.	PUNCT
easat-6498	318	1	this	this	DET
easat-6498	318	2	temporal	temporal	ADJ
easat-6498	318	3	divergence	divergence	NOUN
easat-6498	318	4	has	have	VERB
easat-6498	318	5	profound	profound	ADJ
easat-6498	318	6	implications	implication	NOUN
easat-6498	318	7	for	for	ADP
easat-6498	318	8	implementation	implementation	NOUN
easat-6498	318	9	strategy	strategy	NOUN
easat-6498	318	10	,	,	PUNCT
easat-6498	318	11	indicating	indicate	VERB
easat-6498	318	12	that	that	SCONJ
easat-6498	318	13	institutions	institution	NOUN
easat-6498	318	14	need	need	VERB
easat-6498	318	15	to	to	PART
easat-6498	318	16	pay	pay	VERB
easat-6498	318	17	critical	critical	ADJ
easat-6498	318	18	attention	attention	NOUN
easat-6498	318	19	to	to	ADP
easat-6498	318	20	sequencing	sequence	VERB
easat-6498	318	21	investment	investment	NOUN
easat-6498	318	22	in	in	ADP
easat-6498	318	23	different	different	ADJ
easat-6498	318	24	organizational	organizational	ADJ
easat-6498	318	25	capabilities	capability	NOUN
easat-6498	318	26	.	.	PUNCT
easat-6498	319	1	early	early	ADJ
easat-6498	319	2	user	user	NOUN
easat-6498	319	3	acceptance	acceptance	NOUN
easat-6498	319	4	was	be	AUX
easat-6498	319	5	such	such	DET
easat-6498	319	6	a	a	DET
easat-6498	319	7	strong	strong	ADJ
easat-6498	319	8	long	long	ADJ
easat-6498	319	9	-	-	PUNCT
easat-6498	319	10	term	term	NOUN
easat-6498	319	11	predictor	predictor	NOUN
easat-6498	319	12	of	of	ADP
easat-6498	319	13	implementation	implementation	NOUN
easat-6498	319	14	success	success	NOUN
easat-6498	319	15	—	—	PUNCT
easat-6498	319	16	correlation	correlation	NOUN
easat-6498	319	17	coefficient	coefficient	NOUN
easat-6498	319	18	0.82	0.82	NUM
easat-6498	319	19	,	,	PUNCT
easat-6498	319	20	p	p	X
easat-6498	319	21	<	<	X
easat-6498	319	22	0.01	0.01	NUM
easat-6498	319	23	—	—	PUNCT
easat-6498	319	24	that	that	SCONJ
easat-6498	319	25	it	it	PRON
easat-6498	319	26	underlines	underline	VERB
easat-6498	319	27	the	the	DET
easat-6498	319	28	crucial	crucial	ADJ
easat-6498	319	29	importance	importance	NOUN
easat-6498	319	30	of	of	ADP
easat-6498	319	31	this	this	DET
easat-6498	319	32	first	first	ADJ
easat-6498	319	33	implementation	implementation	NOUN
easat-6498	319	34	phase	phase	NOUN
easat-6498	319	35	.	.	PUNCT
easat-6498	320	1	taken	take	VERB
easat-6498	320	2	together	together	ADV
easat-6498	320	3	,	,	PUNCT
easat-6498	320	4	these	these	DET
easat-6498	320	5	findings	finding	NOUN
easat-6498	320	6	underline	underline	VERB
easat-6498	320	7	the	the	DET
easat-6498	320	8	complex	complex	ADJ
easat-6498	320	9	interplay	interplay	NOUN
easat-6498	320	10	between	between	ADP
easat-6498	320	11	technological	technological	ADJ
easat-6498	320	12	and	and	CCONJ
easat-6498	320	13	organizational	organizational	ADJ
easat-6498	320	14	factors	factor	NOUN
easat-6498	320	15	in	in	ADP
easat-6498	320	16	the	the	DET
easat-6498	320	17	implementation	implementation	NOUN
easat-6498	320	18	of	of	ADP
easat-6498	320	19	ai	ai	NOUN
easat-6498	320	20	.	.	PROPN
easat-6498	321	1	of	of	ADP
easat-6498	321	2	particular	particular	ADJ
easat-6498	321	3	importance	importance	NOUN
easat-6498	321	4	is	be	AUX
easat-6498	321	5	that	that	PRON
easat-6498	321	6	successful	successful	ADJ
easat-6498	321	7	implementation	implementation	NOUN
easat-6498	321	8	is	be	AUX
easat-6498	321	9	often	often	ADV
easat-6498	321	10	non	non	ADJ
easat-6498	321	11	-	-	ADJ
easat-6498	321	12	linear	linear	ADJ
easat-6498	321	13	,	,	PUNCT
easat-6498	321	14	featuring	feature	VERB
easat-6498	321	15	critical	critical	ADJ
easat-6498	321	16	threshold	threshold	NOUN
easat-6498	321	17	effects	effect	NOUN
easat-6498	321	18	in	in	ADP
easat-6498	321	19	both	both	DET
easat-6498	321	20	dimensions	dimension	NOUN
easat-6498	321	21	of	of	ADP
easat-6498	321	22	technological	technological	ADJ
easat-6498	321	23	readiness	readiness	NOUN
easat-6498	321	24	and	and	CCONJ
easat-6498	321	25	capacity	capacity	NOUN
easat-6498	321	26	for	for	ADP
easat-6498	321	27	organizational	organizational	ADJ
easat-6498	321	28	learning	learning	NOUN
easat-6498	321	29	.	.	PUNCT
easat-6498	322	1	for	for	ADP
easat-6498	322	2	the	the	DET
easat-6498	322	3	first	first	ADJ
easat-6498	322	4	time	time	NOUN
easat-6498	322	5	in	in	ADP
easat-6498	322	6	the	the	DET
easat-6498	322	7	literature	literature	NOUN
easat-6498	322	8	on	on	ADP
easat-6498	322	9	the	the	DET
easat-6498	322	10	implementation	implementation	NOUN
easat-6498	322	11	of	of	ADP
easat-6498	322	12	educational	educational	ADJ
easat-6498	322	13	technologies	technology	NOUN
easat-6498	322	14	,	,	PUNCT
easat-6498	322	15	identifying	identify	VERB
easat-6498	322	16	threshold	threshold	NOUN
easat-6498	322	17	effects	effect	NOUN
easat-6498	322	18	suggests	suggest	VERB
easat-6498	322	19	that	that	SCONJ
easat-6498	322	20	an	an	DET
easat-6498	322	21	institution	institution	NOUN
easat-6498	322	22	needs	need	VERB
easat-6498	322	23	to	to	PART
easat-6498	322	24	reach	reach	VERB
easat-6498	322	25	minimum	minimum	ADJ
easat-6498	322	26	levels	level	NOUN
easat-6498	322	27	in	in	ADP
easat-6498	322	28	both	both	DET
easat-6498	322	29	dimensions	dimension	NOUN
easat-6498	322	30	before	before	SCONJ
easat-6498	322	31	substantial	substantial	ADJ
easat-6498	322	32	benefits	benefit	NOUN
easat-6498	322	33	from	from	ADP
easat-6498	322	34	ai	ai	PRON
easat-6498	322	35	adoption	adoption	NOUN
easat-6498	322	36	can	can	AUX
easat-6498	322	37	be	be	AUX
easat-6498	322	38	reaped	reap	VERB
easat-6498	322	39	.	.	PUNCT
easat-6498	323	1	our	our	PRON
easat-6498	323	2	analysis	analysis	NOUN
easat-6498	323	3	also	also	ADV
easat-6498	323	4	uncovers	uncover	NOUN
easat-6498	323	5	how	how	SCONJ
easat-6498	323	6	institutional	institutional	ADJ
easat-6498	323	7	capabilities	capability	NOUN
easat-6498	323	8	interact	interact	VERB
easat-6498	323	9	with	with	ADP
easat-6498	323	10	implementation	implementation	NOUN
easat-6498	323	11	success	success	NOUN
easat-6498	323	12	and	and	CCONJ
easat-6498	323	13	vice	vice	NOUN
easat-6498	323	14	versa	versa	ADV
easat-6498	323	15	,	,	PUNCT
easat-6498	323	16	moderated	moderate	VERB
easat-6498	323	17	by	by	ADP
easat-6498	323	18	environmental	environmental	ADJ
easat-6498	323	19	factors	factor	NOUN
easat-6498	323	20	in	in	ADP
easat-6498	323	21	ways	way	NOUN
easat-6498	323	22	that	that	PRON
easat-6498	323	23	have	have	AUX
easat-6498	323	24	been	be	AUX
easat-6498	323	25	insufficiently	insufficiently	ADV
easat-6498	323	26	examined	examine	VERB
easat-6498	323	27	in	in	ADP
easat-6498	323	28	previous	previous	ADJ
easat-6498	323	29	studies	study	NOUN
easat-6498	323	30	.	.	PUNCT
easat-6498	324	1	the	the	DET
easat-6498	324	2	integration	integration	NOUN
easat-6498	324	3	of	of	ADP
easat-6498	324	4	these	these	DET
easat-6498	324	5	findings	finding	NOUN
easat-6498	324	6	taken	take	VERB
easat-6498	324	7	together	together	ADV
easat-6498	324	8	would	would	AUX
easat-6498	324	9	thus	thus	ADV
easat-6498	324	10	suggest	suggest	VERB
easat-6498	324	11	a	a	DET
easat-6498	324	12	far	far	ADV
easat-6498	324	13	more	more	ADV
easat-6498	324	14	nuanced	nuanced	ADJ
easat-6498	324	15	implementation	implementation	NOUN
easat-6498	324	16	of	of	ADP
easat-6498	324	17	ai	ai	NOUN
easat-6498	324	18	within	within	ADP
easat-6498	324	19	education	education	NOUN
easat-6498	324	20	management	management	NOUN
easat-6498	324	21	than	than	SCONJ
easat-6498	324	22	hitherto	hitherto	NOUN
easat-6498	324	23	realized	realize	VERB
easat-6498	324	24	.	.	PUNCT
easat-6498	325	1	other	other	ADJ
easat-6498	325	2	than	than	ADP
easat-6498	325	3	this	this	DET
easat-6498	325	4	simple	simple	ADJ
easat-6498	325	5	linear	linear	NOUN
easat-6498	325	6	relationship	relationship	NOUN
easat-6498	325	7	between	between	ADP
easat-6498	325	8	institutional	institutional	ADJ
easat-6498	325	9	capabilities	capability	NOUN
easat-6498	325	10	and	and	CCONJ
easat-6498	325	11	implementation	implementation	NOUN
easat-6498	325	12	outcomes	outcome	NOUN
easat-6498	325	13	,	,	PUNCT
easat-6498	325	14	our	our	PRON
easat-6498	325	15	findings	finding	NOUN
easat-6498	325	16	point	point	VERB
easat-6498	325	17	toward	toward	ADP
easat-6498	325	18	an	an	DET
easat-6498	325	19	interacting	interact	VERB
easat-6498	325	20	complex	complex	ADJ
easat-6498	325	21	ecosystem	ecosystem	NOUN
easat-6498	325	22	of	of	ADP
easat-6498	325	23	factors	factor	NOUN
easat-6498	325	24	that	that	PRON
easat-6498	325	25	collectively	collectively	ADV
easat-6498	325	26	determine	determine	VERB
easat-6498	325	27	success	success	NOUN
easat-6498	325	28	in	in	ADP
easat-6498	325	29	implementation	implementation	NOUN
easat-6498	325	30	.	.	PUNCT
easat-6498	326	1	this	this	PRON
easat-6498	326	2	is	be	AUX
easat-6498	326	3	most	most	ADV
easat-6498	326	4	evident	evident	ADJ
easat-6498	326	5	in	in	ADP
easat-6498	326	6	the	the	DET
easat-6498	326	7	modifying	modify	VERB
easat-6498	326	8	influence	influence	NOUN
easat-6498	326	9	of	of	ADP
easat-6498	326	10	varied	varied	ADJ
easat-6498	326	11	institutional	institutional	ADJ
easat-6498	326	12	characteristics	characteristic	NOUN
easat-6498	326	13	on	on	ADP
easat-6498	326	14	2124	2124	NUM
easat-6498	326	15	edelweiss	edelweiss	PROPN
easat-6498	326	16	applied	apply	VERB
easat-6498	326	17	science	science	NOUN
easat-6498	326	18	and	and	CCONJ
easat-6498	326	19	technology	technology	NOUN
easat-6498	326	20	issn	issn	PROPN
easat-6498	326	21	:	:	PUNCT
easat-6498	326	22	2576	2576	NUM
easat-6498	326	23	-	-	SYM
easat-6498	326	24	8484	8484	NUM
easat-6498	326	25	vol	vol	NOUN
easat-6498	326	26	.	.	PROPN
easat-6498	327	1	9	9	NUM
easat-6498	327	2	,	,	PUNCT
easat-6498	327	3	no	no	INTJ
easat-6498	327	4	.	.	NOUN
easat-6498	327	5	4	4	NUM
easat-6498	327	6	:	:	PUNCT
easat-6498	327	7	2109	2109	NUM
easat-6498	327	8	-	-	SYM
easat-6498	327	9	2128	2128	NUM
easat-6498	327	10	,	,	PUNCT
easat-6498	327	11	2025	2025	NUM
easat-6498	327	12	doi	doi	NOUN
easat-6498	327	13	:	:	PUNCT
easat-6498	327	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	327	15	©	©	PROPN
easat-6498	327	16	2025	2025	NUM
easat-6498	327	17	by	by	ADP
easat-6498	327	18	the	the	DET
easat-6498	327	19	authors	author	NOUN
easat-6498	327	20	;	;	PUNCT
easat-6498	327	21	licensee	licensee	PROPN
easat-6498	327	22	learning	learning	NOUN
easat-6498	327	23	gate	gate	VERB
easat-6498	327	24	the	the	DET
easat-6498	327	25	effectiveness	effectiveness	NOUN
easat-6498	327	26	of	of	ADP
easat-6498	327	27	implementation	implementation	NOUN
easat-6498	327	28	strategies	strategy	NOUN
easat-6498	327	29	and	and	CCONJ
easat-6498	327	30	thus	thus	ADV
easat-6498	327	31	again	again	ADV
easat-6498	327	32	underlines	underline	VERB
easat-6498	327	33	the	the	DET
easat-6498	327	34	need	need	NOUN
easat-6498	327	35	for	for	ADP
easat-6498	327	36	a	a	DET
easat-6498	327	37	more	more	ADV
easat-6498	327	38	contextspecific	contextspecific	ADJ
easat-6498	327	39	approach	approach	NOUN
easat-6498	327	40	toward	toward	ADP
easat-6498	327	41	the	the	DET
easat-6498	327	42	adoption	adoption	NOUN
easat-6498	327	43	of	of	ADP
easat-6498	327	44	ai	ai	VERB
easat-6498	327	45	within	within	ADP
easat-6498	327	46	education	education	NOUN
easat-6498	327	47	settings	setting	NOUN
easat-6498	327	48	.	.	PUNCT
easat-6498	328	1	5.2	5.2	NUM
easat-6498	328	2	.	.	PUNCT
easat-6498	329	1	theoretical	theoretical	ADJ
easat-6498	329	2	implications	implication	NOUN
easat-6498	329	3	our	our	PRON
easat-6498	329	4	research	research	NOUN
easat-6498	329	5	findings	finding	NOUN
easat-6498	329	6	make	make	VERB
easat-6498	329	7	several	several	ADJ
easat-6498	329	8	significant	significant	ADJ
easat-6498	329	9	contributions	contribution	NOUN
easat-6498	329	10	to	to	ADP
easat-6498	329	11	theoretical	theoretical	ADJ
easat-6498	329	12	understanding	understanding	NOUN
easat-6498	329	13	of	of	ADP
easat-6498	329	14	ai	ai	ADJ
easat-6498	329	15	implementation	implementation	NOUN
easat-6498	329	16	in	in	ADP
easat-6498	329	17	educational	educational	ADJ
easat-6498	329	18	management	management	NOUN
easat-6498	329	19	.	.	PUNCT
easat-6498	330	1	most	most	ADV
easat-6498	330	2	notably	notably	ADV
easat-6498	330	3	,	,	PUNCT
easat-6498	330	4	we	we	PRON
easat-6498	330	5	extend	extend	VERB
easat-6498	330	6	the	the	DET
easat-6498	330	7	technology	technology	NOUN
easat-6498	330	8	acceptance	acceptance	NOUN
easat-6498	330	9	model	model	NOUN
easat-6498	330	10	(	(	PUNCT
easat-6498	330	11	tam	tam	PROPN
easat-6498	330	12	)	)	PUNCT
easat-6498	330	13	by	by	ADP
easat-6498	330	14	incorporating	incorporate	VERB
easat-6498	330	15	institutional	institutional	ADJ
easat-6498	330	16	-	-	PUNCT
easat-6498	330	17	level	level	NOUN
easat-6498	330	18	capabilities	capability	NOUN
easat-6498	330	19	as	as	ADP
easat-6498	330	20	antecedents	antecedent	NOUN
easat-6498	330	21	to	to	ADP
easat-6498	330	22	individual	individual	ADJ
easat-6498	330	23	acceptance	acceptance	NOUN
easat-6498	330	24	.	.	PUNCT
easat-6498	331	1	while	while	SCONJ
easat-6498	331	2	traditional	traditional	ADJ
easat-6498	331	3	tam	tam	NOUN
easat-6498	331	4	focuses	focus	VERB
easat-6498	331	5	primarily	primarily	ADV
easat-6498	331	6	on	on	ADP
easat-6498	331	7	individual	individual	ADJ
easat-6498	331	8	perceptions	perception	NOUN
easat-6498	331	9	,	,	PUNCT
easat-6498	331	10	our	our	PRON
easat-6498	331	11	findings	finding	NOUN
easat-6498	331	12	demonstrate	demonstrate	VERB
easat-6498	331	13	that	that	SCONJ
easat-6498	331	14	institutional	institutional	ADJ
easat-6498	331	15	capabilities	capability	NOUN
easat-6498	331	16	significantly	significantly	ADV
easat-6498	331	17	shape	shape	VERB
easat-6498	331	18	these	these	DET
easat-6498	331	19	perceptions	perception	NOUN
easat-6498	331	20	through	through	ADP
easat-6498	331	21	multiple	multiple	ADJ
easat-6498	331	22	pathways	pathway	NOUN
easat-6498	331	23	.	.	PUNCT
easat-6498	332	1	the	the	DET
easat-6498	332	2	strong	strong	ADJ
easat-6498	332	3	indirect	indirect	ADJ
easat-6498	332	4	effect	effect	NOUN
easat-6498	332	5	of	of	ADP
easat-6498	332	6	technological	technological	ADJ
easat-6498	332	7	readiness	readiness	NOUN
easat-6498	332	8	through	through	ADP
easat-6498	332	9	perceived	perceive	VERB
easat-6498	332	10	usefulness	usefulness	NOUN
easat-6498	332	11	(	(	PUNCT
easat-6498	332	12	β	β	X
easat-6498	332	13	=	=	SYM
easat-6498	332	14	0.083	0.083	NUM
easat-6498	332	15	,	,	PUNCT
easat-6498	332	16	p<0.01	p<0.01	PROPN
easat-6498	332	17	)	)	PUNCT
easat-6498	332	18	suggests	suggest	VERB
easat-6498	332	19	that	that	SCONJ
easat-6498	332	20	institutional	institutional	ADJ
easat-6498	332	21	capabilities	capability	NOUN
easat-6498	332	22	create	create	VERB
easat-6498	332	23	the	the	DET
easat-6498	332	24	conditions	condition	NOUN
easat-6498	332	25	necessary	necessary	ADJ
easat-6498	332	26	for	for	ADP
easat-6498	332	27	positive	positive	ADJ
easat-6498	332	28	user	user	NOUN
easat-6498	332	29	evaluations	evaluation	NOUN
easat-6498	332	30	.	.	PUNCT
easat-6498	333	1	this	this	DET
easat-6498	333	2	extension	extension	NOUN
easat-6498	333	3	provides	provide	VERB
easat-6498	333	4	a	a	DET
easat-6498	333	5	more	more	ADV
easat-6498	333	6	comprehensive	comprehensive	ADJ
easat-6498	333	7	framework	framework	NOUN
easat-6498	333	8	for	for	ADP
easat-6498	333	9	understanding	understand	VERB
easat-6498	333	10	technology	technology	NOUN
easat-6498	333	11	acceptance	acceptance	NOUN
easat-6498	333	12	in	in	ADP
easat-6498	333	13	organizational	organizational	ADJ
easat-6498	333	14	contexts	contexts	NOUN
easat-6498	333	15	,	,	PUNCT
easat-6498	333	16	particularly	particularly	ADV
easat-6498	333	17	in	in	ADP
easat-6498	333	18	educational	educational	ADJ
easat-6498	333	19	settings	setting	NOUN
easat-6498	333	20	where	where	SCONJ
easat-6498	333	21	institutional	institutional	ADJ
easat-6498	333	22	factors	factor	NOUN
easat-6498	333	23	play	play	VERB
easat-6498	333	24	a	a	DET
easat-6498	333	25	crucial	crucial	ADJ
easat-6498	333	26	role	role	NOUN
easat-6498	333	27	in	in	ADP
easat-6498	333	28	shaping	shape	VERB
easat-6498	333	29	individual	individual	ADJ
easat-6498	333	30	behaviors	behavior	NOUN
easat-6498	333	31	.	.	PUNCT
easat-6498	334	1	our	our	PRON
easat-6498	334	2	research	research	NOUN
easat-6498	334	3	also	also	ADV
easat-6498	334	4	advances	advance	VERB
easat-6498	334	5	the	the	DET
easat-6498	334	6	theory	theory	NOUN
easat-6498	334	7	of	of	ADP
easat-6498	334	8	organizational	organizational	ADJ
easat-6498	334	9	learning	learning	NOUN
easat-6498	334	10	in	in	ADP
easat-6498	334	11	technological	technological	ADJ
easat-6498	334	12	innovation	innovation	NOUN
easat-6498	334	13	by	by	ADP
easat-6498	334	14	identifying	identify	VERB
easat-6498	334	15	specific	specific	ADJ
easat-6498	334	16	mechanisms	mechanism	NOUN
easat-6498	334	17	through	through	ADP
easat-6498	334	18	which	which	PRON
easat-6498	334	19	learning	learn	VERB
easat-6498	334	20	capacity	capacity	NOUN
easat-6498	334	21	influences	influence	VERB
easat-6498	334	22	implementation	implementation	NOUN
easat-6498	334	23	outcomes	outcome	NOUN
easat-6498	334	24	.	.	PUNCT
easat-6498	335	1	the	the	DET
easat-6498	335	2	finding	finding	NOUN
easat-6498	335	3	that	that	SCONJ
easat-6498	335	4	organizational	organizational	ADJ
easat-6498	335	5	learning	learning	NOUN
easat-6498	335	6	effects	effect	NOUN
easat-6498	335	7	manifest	manifest	VERB
easat-6498	335	8	more	more	ADV
easat-6498	335	9	strongly	strongly	ADV
easat-6498	335	10	over	over	ADP
easat-6498	335	11	time	time	NOUN
easat-6498	335	12	,	,	PUNCT
easat-6498	335	13	with	with	ADP
easat-6498	335	14	correlation	correlation	NOUN
easat-6498	335	15	increasing	increase	VERB
easat-6498	335	16	from	from	ADP
easat-6498	335	17	0.32	0.32	NUM
easat-6498	335	18	to	to	ADP
easat-6498	335	19	0.56	0.56	NUM
easat-6498	335	20	over	over	ADP
easat-6498	335	21	three	three	NUM
easat-6498	335	22	semesters	semester	NOUN
easat-6498	335	23	,	,	PUNCT
easat-6498	335	24	suggests	suggest	VERB
easat-6498	335	25	a	a	DET
easat-6498	335	26	cumulative	cumulative	ADJ
easat-6498	335	27	learning	learning	NOUN
easat-6498	335	28	process	process	NOUN
easat-6498	335	29	that	that	PRON
easat-6498	335	30	previous	previous	ADJ
easat-6498	335	31	theoretical	theoretical	ADJ
easat-6498	335	32	models	model	NOUN
easat-6498	335	33	have	have	AUX
easat-6498	335	34	not	not	PART
easat-6498	335	35	fully	fully	ADV
easat-6498	335	36	captured	capture	VERB
easat-6498	335	37	.	.	PUNCT
easat-6498	336	1	this	this	DET
easat-6498	336	2	temporal	temporal	ADJ
easat-6498	336	3	pattern	pattern	NOUN
easat-6498	336	4	indicates	indicate	VERB
easat-6498	336	5	that	that	SCONJ
easat-6498	336	6	organizational	organizational	ADJ
easat-6498	336	7	learning	learning	NOUN
easat-6498	336	8	theory	theory	NOUN
easat-6498	336	9	should	should	AUX
easat-6498	336	10	incorporate	incorporate	VERB
easat-6498	336	11	dynamic	dynamic	ADJ
easat-6498	336	12	elements	element	NOUN
easat-6498	336	13	that	that	PRON
easat-6498	336	14	account	account	VERB
easat-6498	336	15	for	for	ADP
easat-6498	336	16	the	the	DET
easat-6498	336	17	evolution	evolution	NOUN
easat-6498	336	18	of	of	ADP
easat-6498	336	19	capabilities	capability	NOUN
easat-6498	336	20	over	over	ADP
easat-6498	336	21	the	the	DET
easat-6498	336	22	implementation	implementation	NOUN
easat-6498	336	23	lifecycle	lifecycle	NOUN
easat-6498	336	24	.	.	PUNCT
easat-6498	337	1	the	the	DET
easat-6498	337	2	identification	identification	NOUN
easat-6498	337	3	of	of	ADP
easat-6498	337	4	threshold	threshold	NOUN
easat-6498	337	5	effects	effect	NOUN
easat-6498	337	6	in	in	ADP
easat-6498	337	7	learning	learn	VERB
easat-6498	337	8	capacity	capacity	NOUN
easat-6498	337	9	,	,	PUNCT
easat-6498	337	10	where	where	SCONJ
easat-6498	337	11	a	a	DET
easat-6498	337	12	minimum	minimum	ADJ
easat-6498	337	13	threshold	threshold	NOUN
easat-6498	337	14	of	of	ADP
easat-6498	337	15	3.2	3.2	NUM
easat-6498	337	16	on	on	ADP
easat-6498	337	17	our	our	PRON
easat-6498	337	18	5	5	NUM
easat-6498	337	19	-	-	PUNCT
easat-6498	337	20	point	point	NOUN
easat-6498	337	21	scale	scale	NOUN
easat-6498	337	22	is	be	AUX
easat-6498	337	23	necessary	necessary	ADJ
easat-6498	337	24	for	for	ADP
easat-6498	337	25	effective	effective	ADJ
easat-6498	337	26	implementation	implementation	NOUN
easat-6498	337	27	,	,	PUNCT
easat-6498	337	28	suggests	suggest	VERB
easat-6498	337	29	the	the	DET
easat-6498	337	30	existence	existence	NOUN
easat-6498	337	31	of	of	ADP
easat-6498	337	32	critical	critical	ADJ
easat-6498	337	33	mass	mass	NOUN
easat-6498	337	34	points	point	NOUN
easat-6498	337	35	in	in	ADP
easat-6498	337	36	organizational	organizational	ADJ
easat-6498	337	37	learning	learning	NOUN
easat-6498	337	38	that	that	SCONJ
easat-6498	337	39	current	current	ADJ
easat-6498	337	40	theory	theory	NOUN
easat-6498	337	41	has	have	AUX
easat-6498	337	42	not	not	PART
easat-6498	337	43	adequately	adequately	ADV
easat-6498	337	44	addressed	address	VERB
easat-6498	337	45	.	.	PUNCT
easat-6498	338	1	furthermore	furthermore	ADV
easat-6498	338	2	,	,	PUNCT
easat-6498	338	3	we	we	PRON
easat-6498	338	4	contribute	contribute	VERB
easat-6498	338	5	to	to	ADP
easat-6498	338	6	contingency	contingency	NOUN
easat-6498	338	7	theory	theory	NOUN
easat-6498	338	8	in	in	ADP
easat-6498	338	9	educational	educational	ADJ
easat-6498	338	10	management	management	NOUN
easat-6498	338	11	by	by	ADP
easat-6498	338	12	demonstrating	demonstrate	VERB
easat-6498	338	13	how	how	SCONJ
easat-6498	338	14	institutional	institutional	ADJ
easat-6498	338	15	characteristics	characteristic	NOUN
easat-6498	338	16	moderate	moderate	VERB
easat-6498	338	17	the	the	DET
easat-6498	338	18	effectiveness	effectiveness	NOUN
easat-6498	338	19	of	of	ADP
easat-6498	338	20	different	different	ADJ
easat-6498	338	21	implementation	implementation	NOUN
easat-6498	338	22	strategies	strategy	NOUN
easat-6498	338	23	.	.	PUNCT
easat-6498	339	1	the	the	DET
easat-6498	339	2	observed	observe	VERB
easat-6498	339	3	variation	variation	NOUN
easat-6498	339	4	in	in	ADP
easat-6498	339	5	implementation	implementation	NOUN
easat-6498	339	6	success	success	NOUN
easat-6498	339	7	across	across	ADP
easat-6498	339	8	institutional	institutional	ADJ
easat-6498	339	9	contexts	context	NOUN
easat-6498	339	10	challenges	challenge	VERB
easat-6498	339	11	the	the	DET
easat-6498	339	12	universalistic	universalistic	ADJ
easat-6498	339	13	assumptions	assumption	NOUN
easat-6498	339	14	implicit	implicit	ADJ
easat-6498	339	15	in	in	ADP
easat-6498	339	16	many	many	ADJ
easat-6498	339	17	existing	exist	VERB
easat-6498	339	18	frameworks	framework	NOUN
easat-6498	339	19	.	.	PUNCT
easat-6498	340	1	our	our	PRON
easat-6498	340	2	findings	finding	NOUN
easat-6498	340	3	suggest	suggest	VERB
easat-6498	340	4	a	a	DET
easat-6498	340	5	more	more	ADV
easat-6498	340	6	nuanced	nuanced	ADJ
easat-6498	340	7	theoretical	theoretical	ADJ
easat-6498	340	8	approach	approach	NOUN
easat-6498	340	9	that	that	PRON
easat-6498	340	10	recognizes	recognize	VERB
easat-6498	340	11	the	the	DET
easat-6498	340	12	context	context	NOUN
easat-6498	340	13	-	-	PUNCT
easat-6498	340	14	dependent	dependent	ADJ
easat-6498	340	15	nature	nature	NOUN
easat-6498	340	16	of	of	ADP
easat-6498	340	17	ai	ai	PROPN
easat-6498	340	18	implementation	implementation	NOUN
easat-6498	340	19	success	success	NOUN
easat-6498	340	20	.	.	PUNCT
easat-6498	341	1	the	the	DET
easat-6498	341	2	stronger	strong	ADJ
easat-6498	341	3	effects	effect	NOUN
easat-6498	341	4	observed	observe	VERB
easat-6498	341	5	in	in	ADP
easat-6498	341	6	medium	medium	ADJ
easat-6498	341	7	-	-	PUNCT
easat-6498	341	8	sized	sized	ADJ
easat-6498	341	9	institutions	institution	NOUN
easat-6498	341	10	indicate	indicate	VERB
easat-6498	341	11	that	that	SCONJ
easat-6498	341	12	organizational	organizational	ADJ
easat-6498	341	13	size	size	NOUN
easat-6498	341	14	plays	play	VERB
easat-6498	341	15	a	a	DET
easat-6498	341	16	more	more	ADV
easat-6498	341	17	complex	complex	ADJ
easat-6498	341	18	role	role	NOUN
easat-6498	341	19	than	than	SCONJ
easat-6498	341	20	previously	previously	ADV
easat-6498	341	21	theorized	theorize	VERB
easat-6498	341	22	,	,	PUNCT
easat-6498	341	23	pointing	point	VERB
easat-6498	341	24	to	to	ADP
easat-6498	341	25	the	the	DET
easat-6498	341	26	need	need	NOUN
easat-6498	341	27	for	for	ADP
easat-6498	341	28	more	more	ADV
easat-6498	341	29	sophisticated	sophisticated	ADJ
easat-6498	341	30	models	model	NOUN
easat-6498	341	31	of	of	ADP
easat-6498	341	32	technology	technology	NOUN
easat-6498	341	33	implementation	implementation	NOUN
easat-6498	341	34	that	that	PRON
easat-6498	341	35	account	account	VERB
easat-6498	341	36	for	for	ADP
easat-6498	341	37	organizational	organizational	ADJ
easat-6498	341	38	scale	scale	NOUN
easat-6498	341	39	and	and	CCONJ
easat-6498	341	40	complexity	complexity	NOUN
easat-6498	341	41	.	.	PUNCT
easat-6498	342	1	5.3	5.3	NUM
easat-6498	342	2	.	.	PUNCT
easat-6498	342	3	practical	practical	ADJ
easat-6498	342	4	implications	implication	NOUN
easat-6498	342	5	empirical	empirical	ADJ
easat-6498	342	6	results	result	NOUN
easat-6498	342	7	have	have	VERB
easat-6498	342	8	several	several	ADJ
easat-6498	342	9	implications	implication	NOUN
easat-6498	342	10	for	for	ADP
easat-6498	342	11	educational	educational	ADJ
easat-6498	342	12	administrators	administrator	NOUN
easat-6498	342	13	and	and	CCONJ
easat-6498	342	14	managers	manager	NOUN
easat-6498	342	15	in	in	ADP
easat-6498	342	16	implementing	implement	VERB
easat-6498	342	17	ai	ai	PROPN
easat-6498	342	18	systems	system	NOUN
easat-6498	342	19	.	.	PUNCT
easat-6498	343	1	our	our	PRON
easat-6498	343	2	analysis	analysis	NOUN
easat-6498	343	3	shows	show	VERB
easat-6498	343	4	that	that	SCONJ
easat-6498	343	5	successful	successful	ADJ
easat-6498	343	6	ai	ai	VERB
easat-6498	343	7	implementation	implementation	NOUN
easat-6498	343	8	is	be	AUX
easat-6498	343	9	to	to	PART
easat-6498	343	10	be	be	AUX
easat-6498	343	11	carefully	carefully	ADV
easat-6498	343	12	orchestrated	orchestrate	VERB
easat-6498	343	13	with	with	ADP
easat-6498	343	14	an	an	DET
easat-6498	343	15	approach	approach	NOUN
easat-6498	343	16	in	in	ADP
easat-6498	343	17	technological	technological	ADJ
easat-6498	343	18	infrastructure	infrastructure	NOUN
easat-6498	343	19	development	development	NOUN
easat-6498	343	20	as	as	ADV
easat-6498	343	21	well	well	ADV
easat-6498	343	22	as	as	ADP
easat-6498	343	23	in	in	ADP
easat-6498	343	24	capability	capability	NOUN
easat-6498	343	25	building	building	NOUN
easat-6498	343	26	of	of	ADP
easat-6498	343	27	an	an	DET
easat-6498	343	28	organization	organization	NOUN
easat-6498	343	29	.	.	PUNCT
easat-6498	344	1	a	a	DET
easat-6498	344	2	threshold	threshold	NOUN
easat-6498	344	3	effect	effect	NOUN
easat-6498	344	4	observed	observe	VERB
easat-6498	344	5	in	in	ADP
easat-6498	344	6	technological	technological	ADJ
easat-6498	344	7	readiness	readiness	NOUN
easat-6498	344	8	implies	imply	VERB
easat-6498	344	9	that	that	SCONJ
easat-6498	344	10	institutions	institution	NOUN
easat-6498	344	11	need	need	VERB
easat-6498	344	12	to	to	PART
easat-6498	344	13	achieve	achieve	VERB
easat-6498	344	14	a	a	DET
easat-6498	344	15	minimum	minimum	ADJ
easat-6498	344	16	level	level	NOUN
easat-6498	344	17	of	of	ADP
easat-6498	344	18	infrastructure	infrastructure	NOUN
easat-6498	344	19	before	before	SCONJ
easat-6498	344	20	they	they	PRON
easat-6498	344	21	are	be	AUX
easat-6498	344	22	able	able	ADJ
easat-6498	344	23	to	to	PART
easat-6498	344	24	implement	implement	VERB
easat-6498	344	25	sophisticated	sophisticated	ADJ
easat-6498	344	26	ai	ai	NOUN
easat-6498	344	27	installations	installation	NOUN
easat-6498	344	28	(	(	PUNCT
easat-6498	344	29	tr	tr	VERB
easat-6498	344	30	score	score	VERB
easat-6498	344	31	>	>	X
easat-6498	344	32	3.4	3.4	NUM
easat-6498	344	33	)	)	PUNCT
easat-6498	344	34	.	.	PUNCT
easat-6498	345	1	simultaneously	simultaneously	ADV
easat-6498	345	2	,	,	PUNCT
easat-6498	345	3	our	our	PRON
easat-6498	345	4	data	datum	NOUN
easat-6498	345	5	show	show	VERB
easat-6498	345	6	a	a	DET
easat-6498	345	7	point	point	NOUN
easat-6498	345	8	of	of	ADP
easat-6498	345	9	diminishing	diminish	VERB
easat-6498	345	10	returns	return	NOUN
easat-6498	345	11	in	in	ADP
easat-6498	345	12	technology	technology	NOUN
easat-6498	345	13	investments	investment	NOUN
easat-6498	345	14	at	at	ADP
easat-6498	345	15	certain	certain	ADJ
easat-6498	345	16	levels	level	NOUN
easat-6498	345	17	of	of	ADP
easat-6498	345	18	tr	tr	VERB
easat-6498	345	19	score	score	NOUN
easat-6498	345	20	greater	great	ADJ
easat-6498	345	21	than	than	ADP
easat-6498	345	22	4.2	4.2	NUM
easat-6498	345	23	,	,	PUNCT
easat-6498	345	24	which	which	PRON
easat-6498	345	25	requires	require	VERB
easat-6498	345	26	strategic	strategic	ADJ
easat-6498	345	27	resource	resource	NOUN
easat-6498	345	28	allocation	allocation	NOUN
easat-6498	345	29	in	in	ADP
easat-6498	345	30	infrastructure	infrastructure	NOUN
easat-6498	345	31	development	development	NOUN
easat-6498	345	32	.	.	PUNCT
easat-6498	346	1	the	the	DET
easat-6498	346	2	temporal	temporal	ADJ
easat-6498	346	3	dynamics	dynamic	NOUN
easat-6498	346	4	observed	observe	VERB
easat-6498	346	5	in	in	ADP
easat-6498	346	6	our	our	PRON
easat-6498	346	7	study	study	NOUN
easat-6498	346	8	have	have	VERB
easat-6498	346	9	great	great	ADJ
easat-6498	346	10	implications	implication	NOUN
easat-6498	346	11	for	for	ADP
easat-6498	346	12	the	the	DET
easat-6498	346	13	implementation	implementation	NOUN
easat-6498	346	14	strategy	strategy	NOUN
easat-6498	346	15	.	.	PUNCT
easat-6498	347	1	institutions	institution	NOUN
easat-6498	347	2	in	in	ADP
easat-6498	347	3	our	our	PRON
easat-6498	347	4	study	study	NOUN
easat-6498	347	5	that	that	SCONJ
easat-6498	347	6	most	most	ADV
easat-6498	347	7	successfully	successfully	ADV
easat-6498	347	8	implemented	implement	VERB
easat-6498	347	9	the	the	DET
easat-6498	347	10	initiatives	initiative	NOUN
easat-6498	347	11	followed	follow	VERB
easat-6498	347	12	a	a	DET
easat-6498	347	13	sequential	sequential	ADJ
easat-6498	347	14	approach	approach	NOUN
easat-6498	347	15	to	to	ADP
easat-6498	347	16	capability	capability	NOUN
easat-6498	347	17	development	development	NOUN
easat-6498	347	18	,	,	PUNCT
easat-6498	347	19	starting	start	VERB
easat-6498	347	20	with	with	ADP
easat-6498	347	21	the	the	DET
easat-6498	347	22	development	development	NOUN
easat-6498	347	23	of	of	ADP
easat-6498	347	24	basic	basic	ADJ
easat-6498	347	25	technical	technical	ADJ
easat-6498	347	26	infrastructures	infrastructure	NOUN
easat-6498	347	27	,	,	PUNCT
easat-6498	347	28	progressively	progressively	ADV
easat-6498	347	29	building	build	VERB
easat-6498	347	30	organizational	organizational	ADJ
easat-6498	347	31	capabilities	capability	NOUN
easat-6498	347	32	.	.	PUNCT
easat-6498	348	1	the	the	DET
easat-6498	348	2	pattern	pattern	NOUN
easat-6498	348	3	was	be	AUX
easat-6498	348	4	significantly	significantly	ADV
easat-6498	348	5	superior	superior	ADJ
easat-6498	348	6	to	to	ADP
easat-6498	348	7	the	the	DET
easat-6498	348	8	simultaneous	simultaneous	ADJ
easat-6498	348	9	implementation	implementation	NOUN
easat-6498	348	10	of	of	ADP
easat-6498	348	11	all	all	DET
easat-6498	348	12	initiatives	initiative	NOUN
easat-6498	348	13	,	,	PUNCT
easat-6498	348	14	with	with	ADP
easat-6498	348	15	sequenced	sequence	VERB
easat-6498	348	16	implementations	implementation	NOUN
easat-6498	348	17	34.2	34.2	NUM
easat-6498	348	18	%	%	NOUN
easat-6498	348	19	more	more	ADV
easat-6498	348	20	likely	likely	ADJ
easat-6498	348	21	to	to	PART
easat-6498	348	22	succeed	succeed	VERB
easat-6498	348	23	.	.	PUNCT
easat-6498	349	1	the	the	DET
easat-6498	349	2	temporal	temporal	ADJ
easat-6498	349	3	analysis	analysis	NOUN
easat-6498	349	4	even	even	ADV
easat-6498	349	5	shows	show	VERB
easat-6498	349	6	that	that	SCONJ
easat-6498	349	7	in	in	ADP
easat-6498	349	8	the	the	DET
easat-6498	349	9	early	early	ADJ
easat-6498	349	10	stages	stage	NOUN
easat-6498	349	11	,	,	PUNCT
easat-6498	349	12	a	a	DET
easat-6498	349	13	focus	focus	NOUN
easat-6498	349	14	on	on	ADP
easat-6498	349	15	technical	technical	ADJ
easat-6498	349	16	training	training	NOUN
easat-6498	349	17	and	and	CCONJ
easat-6498	349	18	familiarization	familiarization	NOUN
easat-6498	349	19	with	with	ADP
easat-6498	349	20	the	the	DET
easat-6498	349	21	systems	system	NOUN
easat-6498	349	22	can	can	AUX
easat-6498	349	23	provide	provide	VERB
easat-6498	349	24	especially	especially	ADV
easat-6498	349	25	good	good	ADJ
easat-6498	349	26	conditions	condition	NOUN
easat-6498	349	27	for	for	ADP
easat-6498	349	28	successful	successful	ADJ
easat-6498	349	29	implementation	implementation	NOUN
easat-6498	349	30	,	,	PUNCT
easat-6498	349	31	to	to	PART
easat-6498	349	32	be	be	AUX
easat-6498	349	33	followed	follow	VERB
easat-6498	349	34	by	by	ADP
easat-6498	349	35	comprehensive	comprehensive	ADJ
easat-6498	349	36	organizational	organizational	ADJ
easat-6498	349	37	development	development	NOUN
easat-6498	349	38	initiatives	initiative	NOUN
easat-6498	349	39	.	.	PUNCT
easat-6498	350	1	2125	2125	NUM
easat-6498	350	2	edelweiss	edelweiss	PROPN
easat-6498	350	3	applied	apply	VERB
easat-6498	350	4	science	science	NOUN
easat-6498	350	5	and	and	CCONJ
easat-6498	350	6	technology	technology	NOUN
easat-6498	350	7	issn	issn	PROPN
easat-6498	350	8	:	:	PUNCT
easat-6498	350	9	2576	2576	NUM
easat-6498	350	10	-	-	SYM
easat-6498	350	11	8484	8484	NUM
easat-6498	350	12	vol	vol	NOUN
easat-6498	350	13	.	.	PROPN
easat-6498	351	1	9	9	NUM
easat-6498	351	2	,	,	PUNCT
easat-6498	351	3	no	no	INTJ
easat-6498	351	4	.	.	NOUN
easat-6498	351	5	4	4	NUM
easat-6498	351	6	:	:	PUNCT
easat-6498	351	7	2109	2109	NUM
easat-6498	351	8	-	-	SYM
easat-6498	351	9	2128	2128	NUM
easat-6498	351	10	,	,	PUNCT
easat-6498	351	11	2025	2025	NUM
easat-6498	351	12	doi	doi	NOUN
easat-6498	351	13	:	:	PUNCT
easat-6498	351	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	351	15	©	©	PROPN
easat-6498	351	16	2025	2025	NUM
easat-6498	351	17	by	by	ADP
easat-6498	351	18	the	the	DET
easat-6498	351	19	authors	author	NOUN
easat-6498	351	20	;	;	PUNCT
easat-6498	351	21	licensee	licensee	PROPN
easat-6498	351	22	learning	learning	NOUN
easat-6498	351	23	gate	gate	VERB
easat-6498	351	24	our	our	PRON
easat-6498	351	25	findings	finding	NOUN
easat-6498	351	26	on	on	ADP
easat-6498	351	27	organizational	organizational	ADJ
easat-6498	351	28	learning	learning	NOUN
easat-6498	351	29	capacity	capacity	NOUN
easat-6498	351	30	highlight	highlight	VERB
easat-6498	351	31	the	the	DET
easat-6498	351	32	role	role	NOUN
easat-6498	351	33	of	of	ADP
easat-6498	351	34	systematic	systematic	ADJ
easat-6498	351	35	knowledge	knowledge	NOUN
easat-6498	351	36	management	management	NOUN
easat-6498	351	37	in	in	ADP
easat-6498	351	38	implementation	implementation	NOUN
easat-6498	351	39	success	success	NOUN
easat-6498	351	40	.	.	PUNCT
easat-6498	352	1	those	those	DET
easat-6498	352	2	institutions	institution	NOUN
easat-6498	352	3	that	that	PRON
easat-6498	352	4	have	have	AUX
easat-6498	352	5	implemented	implement	VERB
easat-6498	352	6	formal	formal	ADJ
easat-6498	352	7	knowledgesharing	knowledgesharing	NOUN
easat-6498	352	8	systems	system	NOUN
easat-6498	352	9	demonstrate	demonstrate	VERB
easat-6498	352	10	28.5	28.5	NUM
easat-6498	352	11	%	%	NOUN
easat-6498	352	12	higher	high	ADJ
easat-6498	352	13	implementation	implementation	NOUN
easat-6498	352	14	success	success	NOUN
easat-6498	352	15	,	,	PUNCT
easat-6498	352	16	compared	compare	VERB
easat-6498	352	17	to	to	ADP
easat-6498	352	18	those	those	PRON
easat-6498	352	19	dependent	dependent	ADJ
easat-6498	352	20	upon	upon	SCONJ
easat-6498	352	21	informal	informal	ADJ
easat-6498	352	22	mechanisms	mechanism	NOUN
easat-6498	352	23	for	for	ADP
easat-6498	352	24	knowledge	knowledge	NOUN
easat-6498	352	25	management	management	NOUN
easat-6498	352	26	.	.	PUNCT
easat-6498	353	1	success	success	NOUN
easat-6498	353	2	due	due	ADP
easat-6498	353	3	to	to	ADP
easat-6498	353	4	formal	formal	ADJ
easat-6498	353	5	knowledge	knowledge	NOUN
easat-6498	353	6	management	management	NOUN
easat-6498	353	7	seems	seem	VERB
easat-6498	353	8	to	to	PART
easat-6498	353	9	stem	stem	VERB
easat-6498	353	10	from	from	ADP
easat-6498	353	11	their	their	PRON
easat-6498	353	12	ability	ability	NOUN
easat-6498	353	13	for	for	ADP
easat-6498	353	14	systematic	systematic	ADJ
easat-6498	353	15	capture	capture	NOUN
easat-6498	353	16	and	and	CCONJ
easat-6498	353	17	dissemination	dissemination	NOUN
easat-6498	353	18	of	of	ADP
easat-6498	353	19	implementation	implementation	NOUN
easat-6498	353	20	experience	experience	NOUN
easat-6498	353	21	,	,	PUNCT
easat-6498	353	22	reduction	reduction	NOUN
easat-6498	353	23	in	in	ADP
easat-6498	353	24	error	error	NOUN
easat-6498	353	25	rates	rate	NOUN
easat-6498	353	26	,	,	PUNCT
easat-6498	353	27	and	and	CCONJ
easat-6498	353	28	consistent	consistent	ADJ
easat-6498	353	29	user	user	NOUN
easat-6498	353	30	support	support	NOUN
easat-6498	353	31	.	.	PUNCT
easat-6498	354	1	further	far	ADV
easat-6498	354	2	,	,	PUNCT
easat-6498	354	3	the	the	DET
easat-6498	354	4	data	data	NOUN
easat-6498	354	5	underlines	underline	VERB
easat-6498	354	6	that	that	SCONJ
easat-6498	354	7	structured	structured	ADJ
easat-6498	354	8	documentation	documentation	NOUN
easat-6498	354	9	and	and	CCONJ
easat-6498	354	10	formal	formal	ADJ
easat-6498	354	11	mentoring	mentoring	NOUN
easat-6498	354	12	programs	program	NOUN
easat-6498	354	13	are	be	AUX
easat-6498	354	14	significant	significant	ADJ
easat-6498	354	15	facilitators	facilitator	NOUN
easat-6498	354	16	of	of	ADP
easat-6498	354	17	sustainable	sustainable	ADJ
easat-6498	354	18	implementation	implementation	NOUN
easat-6498	354	19	success	success	NOUN
easat-6498	354	20	,	,	PUNCT
easat-6498	354	21	as	as	SCONJ
easat-6498	354	22	it	it	PRON
easat-6498	354	23	is	be	AUX
easat-6498	354	24	apparent	apparent	ADJ
easat-6498	354	25	that	that	SCONJ
easat-6498	354	26	the	the	DET
easat-6498	354	27	practice	practice	NOUN
easat-6498	354	28	of	of	ADP
easat-6498	354	29	structured	structured	ADJ
easat-6498	354	30	documentation	documentation	NOUN
easat-6498	354	31	and	and	CCONJ
easat-6498	354	32	formal	formal	ADJ
easat-6498	354	33	mentoring	mentoring	NOUN
easat-6498	354	34	seems	seem	VERB
easat-6498	354	35	particularly	particularly	ADV
easat-6498	354	36	effective	effective	ADJ
easat-6498	354	37	in	in	ADP
easat-6498	354	38	maintaining	maintain	VERB
easat-6498	354	39	high	high	ADJ
easat-6498	354	40	levels	level	NOUN
easat-6498	354	41	of	of	ADP
easat-6498	354	42	user	user	NOUN
easat-6498	354	43	satisfaction	satisfaction	NOUN
easat-6498	354	44	and	and	CCONJ
easat-6498	354	45	system	system	NOUN
easat-6498	354	46	use	use	NOUN
easat-6498	354	47	over	over	ADP
easat-6498	354	48	time	time	NOUN
easat-6498	354	49	.	.	PUNCT
easat-6498	355	1	5.4	5.4	NUM
easat-6498	355	2	.	.	PUNCT
easat-6498	355	3	policy	policy	NOUN
easat-6498	355	4	recommendations	recommendation	NOUN
easat-6498	355	5	on	on	ADP
easat-6498	355	6	this	this	DET
easat-6498	355	7	empirical	empirical	ADJ
easat-6498	355	8	basis	basis	NOUN
easat-6498	355	9	,	,	PUNCT
easat-6498	355	10	we	we	PRON
easat-6498	355	11	develop	develop	VERB
easat-6498	355	12	an	an	DET
easat-6498	355	13	overall	overall	ADJ
easat-6498	355	14	policy	policy	NOUN
easat-6498	355	15	framework	framework	NOUN
easat-6498	355	16	focusing	focus	VERB
easat-6498	355	17	on	on	ADP
easat-6498	355	18	institutional	institutional	ADJ
easat-6498	355	19	and	and	CCONJ
easat-6498	355	20	governmental	governmental	ADJ
easat-6498	355	21	levels	level	NOUN
easat-6498	355	22	of	of	ADP
easat-6498	355	23	ai	ai	ADJ
easat-6498	355	24	implementation	implementation	NOUN
easat-6498	355	25	in	in	ADP
easat-6498	355	26	educational	educational	ADJ
easat-6498	355	27	management	management	NOUN
easat-6498	355	28	.	.	PUNCT
easat-6498	356	1	our	our	PRON
easat-6498	356	2	institutional	institutional	ADJ
easat-6498	356	3	-	-	PUNCT
easat-6498	356	4	level	level	NOUN
easat-6498	356	5	analysis	analysis	NOUN
easat-6498	356	6	supports	support	VERB
easat-6498	356	7	the	the	DET
easat-6498	356	8	creation	creation	NOUN
easat-6498	356	9	of	of	ADP
easat-6498	356	10	integrated	integrate	VERB
easat-6498	356	11	policies	policy	NOUN
easat-6498	356	12	that	that	PRON
easat-6498	356	13	would	would	AUX
easat-6498	356	14	work	work	VERB
easat-6498	356	15	toward	toward	ADP
easat-6498	356	16	the	the	DET
easat-6498	356	17	solution	solution	NOUN
easat-6498	356	18	of	of	ADP
easat-6498	356	19	both	both	DET
easat-6498	356	20	technological	technological	ADJ
easat-6498	356	21	standards	standard	NOUN
easat-6498	356	22	and	and	CCONJ
easat-6498	356	23	organizational	organizational	ADJ
easat-6498	356	24	development	development	NOUN
easat-6498	356	25	needs	need	NOUN
easat-6498	356	26	at	at	ADP
easat-6498	356	27	the	the	DET
easat-6498	356	28	institutional	institutional	ADJ
easat-6498	356	29	level	level	NOUN
easat-6498	356	30	simultaneously	simultaneously	ADV
easat-6498	356	31	.	.	PUNCT
easat-6498	357	1	to	to	ADP
easat-6498	357	2	the	the	DET
easat-6498	357	3	extent	extent	NOUN
easat-6498	357	4	that	that	SCONJ
easat-6498	357	5	formal	formal	ADJ
easat-6498	357	6	documentation	documentation	NOUN
easat-6498	357	7	of	of	ADP
easat-6498	357	8	the	the	DET
easat-6498	357	9	technical	technical	ADJ
easat-6498	357	10	standards	standard	NOUN
easat-6498	357	11	led	lead	VERB
easat-6498	357	12	to	to	ADP
easat-6498	357	13	significantly	significantly	ADV
easat-6498	357	14	lower	low	ADJ
easat-6498	357	15	implementation	implementation	NOUN
easat-6498	357	16	failure	failure	NOUN
easat-6498	357	17	points	point	VERB
easat-6498	357	18	for	for	ADP
easat-6498	357	19	the	the	DET
easat-6498	357	20	institution	institution	NOUN
easat-6498	357	21	,	,	PUNCT
easat-6498	357	22	there	there	PRON
easat-6498	357	23	would	would	AUX
easat-6498	357	24	seem	seem	VERB
easat-6498	357	25	to	to	PART
easat-6498	357	26	be	be	AUX
easat-6498	357	27	a	a	DET
easat-6498	357	28	need	need	NOUN
easat-6498	357	29	for	for	ADP
easat-6498	357	30	identification	identification	NOUN
easat-6498	357	31	of	of	ADP
easat-6498	357	32	clear	clear	ADJ
easat-6498	357	33	technological	technological	ADJ
easat-6498	357	34	guidelines	guideline	NOUN
easat-6498	357	35	.	.	PUNCT
easat-6498	358	1	these	these	PRON
easat-6498	358	2	should	should	AUX
easat-6498	358	3	be	be	AUX
easat-6498	358	4	comprehensive	comprehensive	ADJ
easat-6498	358	5	but	but	CCONJ
easat-6498	358	6	flexible	flexible	ADJ
easat-6498	358	7	enough	enough	ADV
easat-6498	358	8	to	to	PART
easat-6498	358	9	allow	allow	VERB
easat-6498	358	10	adaptation	adaptation	NOUN
easat-6498	358	11	for	for	ADP
easat-6498	358	12	particular	particular	ADJ
easat-6498	358	13	institutional	institutional	ADJ
easat-6498	358	14	contexts	contexts	NOUN
easat-6498	358	15	,	,	PUNCT
easat-6498	358	16	yet	yet	ADV
easat-6498	358	17	retain	retain	VERB
easat-6498	358	18	a	a	DET
easat-6498	358	19	core	core	NOUN
easat-6498	358	20	set	set	NOUN
easat-6498	358	21	of	of	ADP
easat-6498	358	22	requirements	requirement	NOUN
easat-6498	358	23	that	that	PRON
easat-6498	358	24	would	would	AUX
easat-6498	358	25	help	help	VERB
easat-6498	358	26	ensure	ensure	VERB
easat-6498	358	27	successful	successful	ADJ
easat-6498	358	28	implementation	implementation	NOUN
easat-6498	358	29	.	.	PUNCT
easat-6498	359	1	governmental	governmental	ADJ
easat-6498	359	2	policy	policy	NOUN
easat-6498	359	3	implications	implication	NOUN
easat-6498	359	4	of	of	ADP
easat-6498	359	5	these	these	DET
easat-6498	359	6	findings	finding	NOUN
easat-6498	359	7	call	call	VERB
easat-6498	359	8	for	for	ADP
easat-6498	359	9	the	the	DET
easat-6498	359	10	necessity	necessity	NOUN
easat-6498	359	11	of	of	ADP
easat-6498	359	12	differentiated	differentiated	ADJ
easat-6498	359	13	strategies	strategy	NOUN
easat-6498	359	14	of	of	ADP
easat-6498	359	15	support	support	NOUN
easat-6498	359	16	,	,	PUNCT
easat-6498	359	17	in	in	ADP
easat-6498	359	18	accordance	accordance	NOUN
easat-6498	359	19	with	with	ADP
easat-6498	359	20	institutional	institutional	ADJ
easat-6498	359	21	characteristics	characteristic	NOUN
easat-6498	359	22	and	and	CCONJ
easat-6498	359	23	regional	regional	ADJ
easat-6498	359	24	contexts	context	NOUN
easat-6498	359	25	.	.	PUNCT
easat-6498	360	1	these	these	DET
easat-6498	360	2	results	result	NOUN
easat-6498	360	3	from	from	ADP
easat-6498	360	4	our	our	PRON
easat-6498	360	5	analysis	analysis	NOUN
easat-6498	360	6	suggested	suggest	VERB
easat-6498	360	7	that	that	SCONJ
easat-6498	360	8	less	less	ADV
easat-6498	360	9	developed	developed	ADJ
easat-6498	360	10	innovation	innovation	NOUN
easat-6498	360	11	ecosystems	ecosystem	NOUN
easat-6498	360	12	in	in	ADP
easat-6498	360	13	the	the	DET
easat-6498	360	14	regions	region	NOUN
easat-6498	360	15	require	require	VERB
easat-6498	360	16	targeted	target	VERB
easat-6498	360	17	interventions	intervention	NOUN
easat-6498	360	18	related	relate	VERB
easat-6498	360	19	to	to	ADP
easat-6498	360	20	infrastructure	infrastructure	NOUN
easat-6498	360	21	development	development	NOUN
easat-6498	360	22	and	and	CCONJ
easat-6498	360	23	sharing	sharing	NOUN
easat-6498	360	24	of	of	ADP
easat-6498	360	25	technical	technical	ADJ
easat-6498	360	26	capabilities	capability	NOUN
easat-6498	360	27	.	.	PUNCT
easat-6498	361	1	more	more	ADV
easat-6498	361	2	optimally	optimally	ADV
easat-6498	361	3	,	,	PUNCT
easat-6498	361	4	supportive	supportive	ADJ
easat-6498	361	5	resource	resource	NOUN
easat-6498	361	6	allocation	allocation	NOUN
easat-6498	361	7	does	do	AUX
easat-6498	361	8	appear	appear	VERB
easat-6498	361	9	to	to	PART
easat-6498	361	10	vary	vary	VERB
easat-6498	361	11	systematically	systematically	ADV
easat-6498	361	12	with	with	ADP
easat-6498	361	13	the	the	DET
easat-6498	361	14	size	size	NOUN
easat-6498	361	15	of	of	ADP
easat-6498	361	16	the	the	DET
easat-6498	361	17	institution	institution	NOUN
easat-6498	361	18	and	and	CCONJ
easat-6498	361	19	its	its	PRON
easat-6498	361	20	pre	pre	ADJ
easat-6498	361	21	-	-	ADJ
easat-6498	361	22	existing	exist	VERB
easat-6498	361	23	capabilities	capability	NOUN
easat-6498	361	24	,	,	PUNCT
easat-6498	361	25	suggesting	suggest	VERB
easat-6498	361	26	that	that	SCONJ
easat-6498	361	27	tailored	tailor	VERB
easat-6498	361	28	packages	package	NOUN
easat-6498	361	29	of	of	ADP
easat-6498	361	30	support	support	NOUN
easat-6498	361	31	,	,	PUNCT
easat-6498	361	32	rather	rather	ADV
easat-6498	361	33	than	than	ADP
easat-6498	361	34	uniform	uniform	ADJ
easat-6498	361	35	assistance	assistance	NOUN
easat-6498	361	36	programs	program	NOUN
easat-6498	361	37	,	,	PUNCT
easat-6498	361	38	are	be	AUX
easat-6498	361	39	in	in	ADP
easat-6498	361	40	order	order	NOUN
easat-6498	361	41	.	.	PUNCT
easat-6498	362	1	indeed	indeed	ADV
easat-6498	362	2	,	,	PUNCT
easat-6498	362	3	data	datum	NOUN
easat-6498	362	4	show	show	VERB
easat-6498	362	5	that	that	SCONJ
easat-6498	362	6	small	small	ADJ
easat-6498	362	7	institutions	institution	NOUN
easat-6498	362	8	benefit	benefit	VERB
easat-6498	362	9	most	most	ADV
easat-6498	362	10	from	from	ADP
easat-6498	362	11	focused	focus	VERB
easat-6498	362	12	infrastructure	infrastructure	NOUN
easat-6498	362	13	support	support	NOUN
easat-6498	362	14	,	,	PUNCT
easat-6498	362	15	while	while	SCONJ
easat-6498	362	16	larger	large	ADJ
easat-6498	362	17	ones	one	NOUN
easat-6498	362	18	fare	fare	VERB
easat-6498	362	19	better	well	ADV
easat-6498	362	20	with	with	ADP
easat-6498	362	21	balanced	balanced	ADJ
easat-6498	362	22	capability	capability	NOUN
easat-6498	362	23	development	development	NOUN
easat-6498	362	24	programs	program	NOUN
easat-6498	362	25	.	.	PUNCT
easat-6498	363	1	these	these	DET
easat-6498	363	2	temporal	temporal	ADJ
easat-6498	363	3	patterns	pattern	NOUN
easat-6498	363	4	have	have	VERB
easat-6498	363	5	significant	significant	ADJ
easat-6498	363	6	implications	implication	NOUN
easat-6498	363	7	for	for	ADP
easat-6498	363	8	policy	policy	NOUN
easat-6498	363	9	timing	timing	NOUN
easat-6498	363	10	and	and	CCONJ
easat-6498	363	11	resource	resource	NOUN
easat-6498	363	12	allocation	allocation	NOUN
easat-6498	363	13	.	.	PUNCT
easat-6498	364	1	from	from	ADP
easat-6498	364	2	the	the	DET
easat-6498	364	3	policy	policy	NOUN
easat-6498	364	4	perspective	perspective	NOUN
easat-6498	364	5	,	,	PUNCT
easat-6498	364	6	the	the	DET
easat-6498	364	7	data	datum	NOUN
easat-6498	364	8	indicate	indicate	VERB
easat-6498	364	9	that	that	SCONJ
easat-6498	364	10	the	the	DET
easat-6498	364	11	implementation	implementation	NOUN
easat-6498	364	12	policies	policy	NOUN
easat-6498	364	13	should	should	AUX
easat-6498	364	14	recognize	recognize	VERB
easat-6498	364	15	the	the	DET
easat-6498	364	16	different	different	ADJ
easat-6498	364	17	phases	phase	NOUN
easat-6498	364	18	in	in	ADP
easat-6498	364	19	the	the	DET
easat-6498	364	20	ai	ai	PROPN
easat-6498	364	21	adoption	adoption	NOUN
easat-6498	364	22	process	process	NOUN
easat-6498	364	23	,	,	PUNCT
easat-6498	364	24	with	with	ADP
easat-6498	364	25	varied	varied	ADJ
easat-6498	364	26	needs	need	NOUN
easat-6498	364	27	for	for	ADP
easat-6498	364	28	support	support	NOUN
easat-6498	364	29	in	in	ADP
easat-6498	364	30	each	each	DET
easat-6498	364	31	phase	phase	NOUN
easat-6498	364	32	.	.	PUNCT
easat-6498	365	1	while	while	SCONJ
easat-6498	365	2	policies	policy	NOUN
easat-6498	365	3	in	in	ADP
easat-6498	365	4	an	an	DET
easat-6498	365	5	early	early	ADJ
easat-6498	365	6	phase	phase	NOUN
easat-6498	365	7	should	should	AUX
easat-6498	365	8	give	give	VERB
easat-6498	365	9	high	high	ADJ
easat-6498	365	10	priority	priority	NOUN
easat-6498	365	11	to	to	ADP
easat-6498	365	12	the	the	DET
easat-6498	365	13	development	development	NOUN
easat-6498	365	14	of	of	ADP
easat-6498	365	15	infrastructure	infrastructure	NOUN
easat-6498	365	16	and	and	CCONJ
easat-6498	365	17	capability	capability	NOUN
easat-6498	365	18	,	,	PUNCT
easat-6498	365	19	support	support	NOUN
easat-6498	365	20	in	in	ADP
easat-6498	365	21	the	the	DET
easat-6498	365	22	later	later	ADJ
easat-6498	365	23	phase	phase	NOUN
easat-6498	365	24	should	should	AUX
easat-6498	365	25	shift	shift	VERB
easat-6498	365	26	to	to	ADP
easat-6498	365	27	optimization	optimization	NOUN
easat-6498	365	28	and	and	CCONJ
easat-6498	365	29	sustainable	sustainable	ADJ
easat-6498	365	30	development	development	NOUN
easat-6498	365	31	.	.	PUNCT
easat-6498	366	1	such	such	ADJ
easat-6498	366	2	phasing	phasing	NOUN
easat-6498	366	3	in	in	ADP
easat-6498	366	4	policy	policy	NOUN
easat-6498	366	5	implementation	implementation	NOUN
easat-6498	366	6	promotes	promote	VERB
easat-6498	366	7	the	the	DET
easat-6498	366	8	sustainable	sustainable	ADJ
easat-6498	366	9	adoption	adoption	NOUN
easat-6498	366	10	of	of	ADP
easat-6498	366	11	ai	ai	PROPN
easat-6498	366	12	technologies	technology	NOUN
easat-6498	366	13	in	in	ADP
easat-6498	366	14	educational	educational	ADJ
easat-6498	366	15	management	management	NOUN
easat-6498	366	16	.	.	PUNCT
easat-6498	367	1	our	our	PRON
easat-6498	367	2	results	result	NOUN
easat-6498	367	3	have	have	AUX
easat-6498	367	4	also	also	ADV
easat-6498	367	5	indicated	indicate	VERB
easat-6498	367	6	that	that	SCONJ
easat-6498	367	7	there	there	PRON
easat-6498	367	8	should	should	AUX
easat-6498	367	9	be	be	AUX
easat-6498	367	10	specific	specific	ADJ
easat-6498	367	11	provisions	provision	NOUN
easat-6498	367	12	for	for	ADP
easat-6498	367	13	continuous	continuous	ADJ
easat-6498	367	14	assessment	assessment	NOUN
easat-6498	367	15	and	and	CCONJ
easat-6498	367	16	adaptation	adaptation	NOUN
easat-6498	367	17	in	in	ADP
easat-6498	367	18	the	the	DET
easat-6498	367	19	policy	policy	NOUN
easat-6498	367	20	framework	framework	NOUN
easat-6498	367	21	so	so	SCONJ
easat-6498	367	22	that	that	SCONJ
easat-6498	367	23	responses	response	NOUN
easat-6498	367	24	to	to	ADP
easat-6498	367	25	various	various	ADJ
easat-6498	367	26	implementation	implementation	NOUN
easat-6498	367	27	challenges	challenge	NOUN
easat-6498	367	28	and	and	CCONJ
easat-6498	367	29	opportunities	opportunity	NOUN
easat-6498	367	30	can	can	AUX
easat-6498	367	31	be	be	AUX
easat-6498	367	32	made	make	VERB
easat-6498	367	33	that	that	PRON
easat-6498	367	34	are	be	AUX
easat-6498	367	35	fast	fast	ADV
easat-6498	367	36	emerging	emerge	VERB
easat-6498	367	37	.	.	PUNCT
easat-6498	368	1	5.5	5.5	NUM
easat-6498	368	2	.	.	PUNCT
easat-6498	369	1	future	future	ADJ
easat-6498	369	2	research	research	NOUN
easat-6498	369	3	directions	direction	NOUN
easat-6498	369	4	while	while	SCONJ
easat-6498	369	5	this	this	DET
easat-6498	369	6	study	study	NOUN
easat-6498	369	7	has	have	AUX
easat-6498	369	8	contributed	contribute	VERB
easat-6498	369	9	much	much	ADV
easat-6498	369	10	toward	toward	ADP
easat-6498	369	11	understanding	understand	VERB
easat-6498	369	12	the	the	DET
easat-6498	369	13	implementation	implementation	NOUN
easat-6498	369	14	of	of	ADP
easat-6498	369	15	ai	ai	NOUN
easat-6498	369	16	in	in	ADP
easat-6498	369	17	managing	manage	VERB
easat-6498	369	18	educational	educational	ADJ
easat-6498	369	19	institutions	institution	NOUN
easat-6498	369	20	,	,	PUNCT
easat-6498	369	21	a	a	DET
easat-6498	369	22	number	number	NOUN
easat-6498	369	23	of	of	ADP
easat-6498	369	24	important	important	ADJ
easat-6498	369	25	research	research	NOUN
easat-6498	369	26	directions	direction	NOUN
easat-6498	369	27	remain	remain	VERB
easat-6498	369	28	for	for	ADP
easat-6498	369	29	future	future	ADJ
easat-6498	369	30	studies	study	NOUN
easat-6498	369	31	.	.	PUNCT
easat-6498	370	1	in	in	ADP
easat-6498	370	2	this	this	DET
easat-6498	370	3	respect	respect	NOUN
easat-6498	370	4	,	,	PUNCT
easat-6498	370	5	one	one	NUM
easat-6498	370	6	key	key	ADJ
easat-6498	370	7	area	area	NOUN
easat-6498	370	8	involves	involve	VERB
easat-6498	370	9	long	long	ADJ
easat-6498	370	10	-	-	PUNCT
easat-6498	370	11	term	term	NOUN
easat-6498	370	12	sustainability	sustainability	NOUN
easat-6498	370	13	regarding	regard	VERB
easat-6498	370	14	ai	ai	PROPN
easat-6498	370	15	implementations	implementation	NOUN
easat-6498	370	16	in	in	ADP
easat-6498	370	17	educational	educational	ADJ
easat-6498	370	18	institutions	institution	NOUN
easat-6498	370	19	.	.	PUNCT
easat-6498	371	1	although	although	SCONJ
easat-6498	371	2	our	our	PRON
easat-6498	371	3	current	current	ADJ
easat-6498	371	4	findings	finding	NOUN
easat-6498	371	5	have	have	AUX
easat-6498	371	6	revealed	reveal	VERB
easat-6498	371	7	large	large	ADJ
easat-6498	371	8	patterns	pattern	NOUN
easat-6498	371	9	in	in	ADP
easat-6498	371	10	initial	initial	ADJ
easat-6498	371	11	implementation	implementation	NOUN
easat-6498	371	12	success	success	NOUN
easat-6498	371	13	,	,	PUNCT
easat-6498	371	14	there	there	PRON
easat-6498	371	15	are	be	VERB
easat-6498	371	16	important	important	ADJ
easat-6498	371	17	questions	question	NOUN
easat-6498	371	18	regarding	regard	VERB
easat-6498	371	19	how	how	SCONJ
easat-6498	371	20	these	these	DET
easat-6498	371	21	effects	effect	NOUN
easat-6498	371	22	may	may	AUX
easat-6498	371	23	evolve	evolve	VERB
easat-6498	371	24	during	during	ADP
easat-6498	371	25	extended	extended	ADJ
easat-6498	371	26	periods	period	NOUN
easat-6498	371	27	of	of	ADP
easat-6498	371	28	time	time	NOUN
easat-6498	371	29	.	.	PUNCT
easat-6498	372	1	more	more	ADV
easat-6498	372	2	specifically	specifically	ADV
easat-6498	372	3	,	,	PUNCT
easat-6498	372	4	observed	observe	VERB
easat-6498	372	5	temporal	temporal	ADJ
easat-6498	372	6	patterns	pattern	NOUN
easat-6498	372	7	in	in	ADP
easat-6498	372	8	organizational	organizational	ADJ
easat-6498	372	9	learning	learning	NOUN
easat-6498	372	10	effects	effect	NOUN
easat-6498	372	11	—	—	PUNCT
easat-6498	372	12	a	a	DET
easat-6498	372	13	correlation	correlation	NOUN
easat-6498	372	14	increase	increase	NOUN
easat-6498	372	15	from	from	ADP
easat-6498	372	16	0.32	0.32	NUM
easat-6498	372	17	to	to	ADP
easat-6498	372	18	0.56	0.56	NUM
easat-6498	372	19	over	over	ADP
easat-6498	372	20	three	three	NUM
easat-6498	372	21	semesters	semester	NOUN
easat-6498	372	22	—	—	PUNCT
easat-6498	372	23	hint	hint	NOUN
easat-6498	372	24	at	at	ADP
easat-6498	372	25	the	the	DET
easat-6498	372	26	possibility	possibility	NOUN
easat-6498	372	27	of	of	ADP
easat-6498	372	28	longerterm	longerterm	NOUN
easat-6498	372	29	dynamics	dynamic	NOUN
easat-6498	372	30	not	not	PART
easat-6498	372	31	captured	capture	VERB
easat-6498	372	32	by	by	ADP
easat-6498	372	33	our	our	PRON
easat-6498	372	34	current	current	ADJ
easat-6498	372	35	research	research	NOUN
easat-6498	372	36	timeframe	timeframe	NOUN
easat-6498	372	37	.	.	PUNCT
easat-6498	373	1	hence	hence	ADV
easat-6498	373	2	,	,	PUNCT
easat-6498	373	3	future	future	ADJ
easat-6498	373	4	multi	multi	ADJ
easat-6498	373	5	-	-	ADJ
easat-6498	373	6	year	year	ADJ
easat-6498	373	7	longitudinal	longitudinal	ADJ
easat-6498	373	8	studies	study	NOUN
easat-6498	373	9	could	could	AUX
easat-6498	373	10	consider	consider	VERB
easat-6498	373	11	whether	whether	SCONJ
easat-6498	373	12	these	these	DET
easat-6498	373	13	learning	learning	NOUN
easat-6498	373	14	effects	effect	NOUN
easat-6498	373	15	continue	continue	VERB
easat-6498	373	16	to	to	PART
easat-6498	373	17	accumulate	accumulate	VERB
easat-6498	373	18	,	,	PUNCT
easat-6498	373	19	plateau	plateau	NOUN
easat-6498	373	20	,	,	PUNCT
easat-6498	373	21	or	or	CCONJ
easat-6498	373	22	even	even	ADV
easat-6498	373	23	decline	decline	VERB
easat-6498	373	24	2126	2126	NUM
easat-6498	373	25	edelweiss	edelweiss	PROPN
easat-6498	373	26	applied	apply	VERB
easat-6498	373	27	science	science	NOUN
easat-6498	373	28	and	and	CCONJ
easat-6498	373	29	technology	technology	NOUN
easat-6498	373	30	issn	issn	PROPN
easat-6498	373	31	:	:	PUNCT
easat-6498	373	32	2576	2576	NUM
easat-6498	373	33	-	-	SYM
easat-6498	373	34	8484	8484	NUM
easat-6498	373	35	vol	vol	NOUN
easat-6498	373	36	.	.	PROPN
easat-6498	374	1	9	9	NUM
easat-6498	374	2	,	,	PUNCT
easat-6498	374	3	no	no	INTJ
easat-6498	374	4	.	.	NOUN
easat-6498	374	5	4	4	NUM
easat-6498	374	6	:	:	PUNCT
easat-6498	374	7	2109	2109	NUM
easat-6498	374	8	-	-	SYM
easat-6498	374	9	2128	2128	NUM
easat-6498	374	10	,	,	PUNCT
easat-6498	374	11	2025	2025	NUM
easat-6498	374	12	doi	doi	NOUN
easat-6498	374	13	:	:	PUNCT
easat-6498	374	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	374	15	©	©	PROPN
easat-6498	374	16	2025	2025	NUM
easat-6498	374	17	by	by	ADP
easat-6498	374	18	the	the	DET
easat-6498	374	19	authors	author	NOUN
easat-6498	374	20	;	;	PUNCT
easat-6498	374	21	licensee	licensee	PROPN
easat-6498	374	22	learning	learning	NOUN
easat-6498	374	23	gate	gate	NOUN
easat-6498	374	24	over	over	ADP
easat-6498	374	25	time	time	NOUN
easat-6498	374	26	,	,	PUNCT
easat-6498	374	27	therefore	therefore	ADV
easat-6498	374	28	providing	provide	VERB
easat-6498	374	29	important	important	ADJ
easat-6498	374	30	insights	insight	NOUN
easat-6498	374	31	on	on	ADP
easat-6498	374	32	how	how	SCONJ
easat-6498	374	33	such	such	ADJ
easat-6498	374	34	processes	process	NOUN
easat-6498	374	35	can	can	AUX
easat-6498	374	36	be	be	AUX
easat-6498	374	37	planned	plan	VERB
easat-6498	374	38	with	with	ADP
easat-6498	374	39	a	a	DET
easat-6498	374	40	view	view	NOUN
easat-6498	374	41	to	to	ADP
easat-6498	374	42	long	long	ADJ
easat-6498	374	43	-	-	PUNCT
easat-6498	374	44	term	term	NOUN
easat-6498	374	45	implementation	implementation	NOUN
easat-6498	374	46	.	.	PUNCT
easat-6498	375	1	another	another	DET
easat-6498	375	2	promising	promising	ADJ
easat-6498	375	3	avenue	avenue	NOUN
easat-6498	375	4	pertains	pertain	VERB
easat-6498	375	5	to	to	ADP
easat-6498	375	6	external	external	ADJ
easat-6498	375	7	innovation	innovation	NOUN
easat-6498	375	8	ecosystem	ecosystem	NOUN
easat-6498	375	9	support	support	NOUN
easat-6498	375	10	for	for	ADP
easat-6498	375	11	ai	ai	PRON
easat-6498	375	12	implementation	implementation	NOUN
easat-6498	375	13	.	.	PUNCT
easat-6498	376	1	our	our	PRON
easat-6498	376	2	stronger	strong	ADJ
easat-6498	376	3	treatment	treatment	NOUN
easat-6498	376	4	effects	effect	NOUN
easat-6498	376	5	within	within	ADP
easat-6498	376	6	institutions	institution	NOUN
easat-6498	376	7	in	in	ADP
easat-6498	376	8	the	the	DET
easat-6498	376	9	eastern	eastern	ADJ
easat-6498	376	10	region	region	NOUN
easat-6498	376	11	(	(	PUNCT
easat-6498	376	12	tr	tr	VERB
easat-6498	376	13	=	=	NOUN
easat-6498	376	14	0.358	0.358	NUM
easat-6498	376	15	,	,	PUNCT
easat-6498	376	16	p	p	X
easat-6498	376	17	<	<	X
easat-6498	376	18	0.01	0.01	NUM
easat-6498	376	19	)	)	PUNCT
easat-6498	376	20	are	be	AUX
easat-6498	376	21	suggestive	suggestive	ADJ
easat-6498	376	22	of	of	ADP
easat-6498	376	23	the	the	DET
easat-6498	376	24	presence	presence	NOUN
easat-6498	376	25	of	of	ADP
easat-6498	376	26	a	a	DET
easat-6498	376	27	regional	regional	ADJ
easat-6498	376	28	innovation	innovation	NOUN
easat-6498	376	29	network	network	NOUN
easat-6498	376	30	effect	effect	NOUN
easat-6498	376	31	,	,	PUNCT
easat-6498	376	32	but	but	CCONJ
easat-6498	376	33	exactly	exactly	ADV
easat-6498	376	34	how	how	SCONJ
easat-6498	376	35	such	such	ADJ
easat-6498	376	36	external	external	ADJ
easat-6498	376	37	environments	environment	NOUN
easat-6498	376	38	shape	shape	NOUN
easat-6498	376	39	implementation	implementation	NOUN
easat-6498	376	40	success	success	NOUN
easat-6498	376	41	is	be	AUX
easat-6498	376	42	not	not	PART
easat-6498	376	43	well	well	ADV
easat-6498	376	44	understood	understand	VERB
easat-6498	376	45	at	at	ADP
easat-6498	376	46	this	this	DET
easat-6498	376	47	point	point	NOUN
easat-6498	376	48	.	.	PUNCT
easat-6498	377	1	future	future	ADJ
easat-6498	377	2	research	research	NOUN
easat-6498	377	3	might	might	AUX
easat-6498	377	4	therefore	therefore	ADV
easat-6498	377	5	explore	explore	VERB
easat-6498	377	6	,	,	PUNCT
easat-6498	377	7	for	for	ADP
easat-6498	377	8	example	example	NOUN
easat-6498	377	9	,	,	PUNCT
easat-6498	377	10	the	the	DET
easat-6498	377	11	role	role	NOUN
easat-6498	377	12	of	of	ADP
easat-6498	377	13	different	different	ADJ
easat-6498	377	14	forms	form	NOUN
easat-6498	377	15	of	of	ADP
easat-6498	377	16	partnership	partnership	NOUN
easat-6498	377	17	-	-	PUNCT
easat-6498	377	18	industry	industry	NOUN
easat-6498	377	19	partnership	partnership	NOUN
easat-6498	377	20	,	,	PUNCT
easat-6498	377	21	inter	inter	ADJ
easat-6498	377	22	-	-	ADJ
easat-6498	377	23	institutional	institutional	ADJ
easat-6498	377	24	networks	network	NOUN
easat-6498	377	25	,	,	PUNCT
easat-6498	377	26	and	and	CCONJ
easat-6498	377	27	government	government	NOUN
easat-6498	377	28	-	-	PUNCT
easat-6498	377	29	fostered	foster	VERB
easat-6498	377	30	innovation	innovation	NOUN
easat-6498	377	31	clusters	cluster	NOUN
easat-6498	377	32	.	.	PUNCT
easat-6498	378	1	this	this	DET
easat-6498	378	2	research	research	NOUN
easat-6498	378	3	effort	effort	NOUN
easat-6498	378	4	would	would	AUX
easat-6498	378	5	also	also	ADV
easat-6498	378	6	substantially	substantially	ADV
easat-6498	378	7	benefit	benefit	VERB
easat-6498	378	8	from	from	ADP
easat-6498	378	9	network	network	NOUN
easat-6498	378	10	analysis	analysis	NOUN
easat-6498	378	11	methodologies	methodology	NOUN
easat-6498	378	12	to	to	PART
easat-6498	378	13	map	map	VERB
easat-6498	378	14	and	and	CCONJ
easat-6498	378	15	quantify	quantify	VERB
easat-6498	378	16	different	different	ADJ
easat-6498	378	17	types	type	NOUN
easat-6498	378	18	of	of	ADP
easat-6498	378	19	institutional	institutional	ADJ
easat-6498	378	20	relationships	relationship	NOUN
easat-6498	378	21	and	and	CCONJ
easat-6498	378	22	their	their	PRON
easat-6498	378	23	impacts	impact	NOUN
easat-6498	378	24	on	on	ADP
easat-6498	378	25	implementation	implementation	NOUN
easat-6498	378	26	success	success	NOUN
easat-6498	378	27	.	.	PUNCT
easat-6498	379	1	a	a	DET
easat-6498	379	2	third	third	ADJ
easat-6498	379	3	critical	critical	ADJ
easat-6498	379	4	area	area	NOUN
easat-6498	379	5	for	for	ADP
easat-6498	379	6	future	future	ADJ
easat-6498	379	7	research	research	NOUN
easat-6498	379	8	is	be	AUX
easat-6498	379	9	the	the	DET
easat-6498	379	10	interaction	interaction	NOUN
easat-6498	379	11	between	between	ADP
easat-6498	379	12	ai	ai	PRON
easat-6498	379	13	implementation	implementation	NOUN
easat-6498	379	14	and	and	CCONJ
easat-6498	379	15	institutional	institutional	ADJ
easat-6498	379	16	change	change	NOUN
easat-6498	379	17	processes	process	NOUN
easat-6498	379	18	.	.	PUNCT
easat-6498	380	1	while	while	SCONJ
easat-6498	380	2	the	the	DET
easat-6498	380	3	present	present	ADJ
easat-6498	380	4	study	study	NOUN
easat-6498	380	5	identifies	identify	VERB
easat-6498	380	6	the	the	DET
easat-6498	380	7	key	key	ADJ
easat-6498	380	8	role	role	NOUN
easat-6498	380	9	played	play	VERB
easat-6498	380	10	by	by	ADP
easat-6498	380	11	organizational	organizational	ADJ
easat-6498	380	12	learning	learning	NOUN
easat-6498	380	13	capacity	capacity	NOUN
easat-6498	380	14	,	,	PUNCT
easat-6498	380	15	future	future	ADJ
easat-6498	380	16	research	research	NOUN
easat-6498	380	17	might	might	AUX
easat-6498	380	18	go	go	VERB
easat-6498	380	19	further	far	ADV
easat-6498	380	20	in	in	ADP
easat-6498	380	21	elaborating	elaborate	VERB
easat-6498	380	22	how	how	SCONJ
easat-6498	380	23	ai	ai	VERB
easat-6498	380	24	implementation	implementation	NOUN
easat-6498	380	25	is	be	AUX
easat-6498	380	26	itself	itself	PRON
easat-6498	380	27	a	a	DET
easat-6498	380	28	reciprocal	reciprocal	ADJ
easat-6498	380	29	influence	influence	NOUN
easat-6498	380	30	upon	upon	SCONJ
easat-6498	380	31	organizational	organizational	ADJ
easat-6498	380	32	structure	structure	NOUN
easat-6498	380	33	and	and	CCONJ
easat-6498	380	34	processes	process	NOUN
easat-6498	380	35	.	.	PUNCT
easat-6498	381	1	the	the	DET
easat-6498	381	2	optimal	optimal	ADJ
easat-6498	381	3	scale	scale	NOUN
easat-6498	381	4	effect	effect	NOUN
easat-6498	381	5	exhibited	exhibit	VERB
easat-6498	381	6	for	for	ADP
easat-6498	381	7	medium	medium	ADJ
easat-6498	381	8	-	-	PUNCT
easat-6498	381	9	sized	sized	ADJ
easat-6498	381	10	institutions	institution	NOUN
easat-6498	381	11	suggests	suggest	VERB
easat-6498	381	12	such	such	ADJ
easat-6498	381	13	complex	complex	ADJ
easat-6498	381	14	relationships	relationship	NOUN
easat-6498	381	15	between	between	ADP
easat-6498	381	16	organizational	organizational	ADJ
easat-6498	381	17	size	size	NOUN
easat-6498	381	18	,	,	PUNCT
easat-6498	381	19	structure	structure	NOUN
easat-6498	381	20	,	,	PUNCT
easat-6498	381	21	and	and	CCONJ
easat-6498	381	22	implementation	implementation	NOUN
easat-6498	381	23	success	success	NOUN
easat-6498	381	24	that	that	PRON
easat-6498	381	25	would	would	AUX
easat-6498	381	26	merit	merit	VERB
easat-6498	381	27	further	further	ADJ
easat-6498	381	28	investigation	investigation	NOUN
easat-6498	381	29	.	.	PUNCT
easat-6498	382	1	especially	especially	ADV
easat-6498	382	2	instructive	instructive	ADJ
easat-6498	382	3	would	would	AUX
easat-6498	382	4	be	be	AUX
easat-6498	382	5	research	research	NOUN
easat-6498	382	6	on	on	ADP
easat-6498	382	7	how	how	SCONJ
easat-6498	382	8	institutions	institution	NOUN
easat-6498	382	9	reshape	reshape	VERB
easat-6498	382	10	their	their	PRON
easat-6498	382	11	organizational	organizational	ADJ
easat-6498	382	12	structures	structure	NOUN
easat-6498	382	13	based	base	VERB
easat-6498	382	14	on	on	ADP
easat-6498	382	15	experiences	experience	NOUN
easat-6498	382	16	with	with	ADP
easat-6498	382	17	ai	ai	PRON
easat-6498	382	18	implementation	implementation	NOUN
easat-6498	382	19	,	,	PUNCT
easat-6498	382	20	and	and	CCONJ
easat-6498	382	21	how	how	SCONJ
easat-6498	382	22	those	those	DET
easat-6498	382	23	adjustments	adjustment	NOUN
easat-6498	382	24	in	in	ADP
easat-6498	382	25	turn	turn	NOUN
easat-6498	382	26	affect	affect	VERB
easat-6498	382	27	the	the	DET
easat-6498	382	28	implementation	implementation	NOUN
easat-6498	382	29	outcome	outcome	NOUN
easat-6498	382	30	.	.	PUNCT
easat-6498	383	1	another	another	DET
easat-6498	383	2	fruitful	fruitful	ADJ
easat-6498	383	3	ground	ground	NOUN
easat-6498	383	4	for	for	ADP
easat-6498	383	5	further	further	ADJ
easat-6498	383	6	research	research	NOUN
easat-6498	383	7	concerns	concern	NOUN
easat-6498	383	8	the	the	DET
easat-6498	383	9	psychological	psychological	ADJ
easat-6498	383	10	and	and	CCONJ
easat-6498	383	11	social	social	ADJ
easat-6498	383	12	dimensions	dimension	NOUN
easat-6498	383	13	of	of	ADP
easat-6498	383	14	ai	ai	ADJ
easat-6498	383	15	implementation	implementation	NOUN
easat-6498	383	16	.	.	PUNCT
easat-6498	384	1	our	our	PRON
easat-6498	384	2	results	result	NOUN
easat-6498	384	3	concerning	concern	VERB
easat-6498	384	4	user	user	NOUN
easat-6498	384	5	-	-	PUNCT
easat-6498	384	6	acceptance	acceptance	NOUN
easat-6498	384	7	patterns	pattern	NOUN
easat-6498	384	8	raise	raise	VERB
easat-6498	384	9	exciting	exciting	ADJ
easat-6498	384	10	questions	question	NOUN
easat-6498	384	11	about	about	ADP
easat-6498	384	12	the	the	DET
easat-6498	384	13	social	social	ADJ
easat-6498	384	14	dynamics	dynamic	NOUN
easat-6498	384	15	in	in	ADP
easat-6498	384	16	the	the	DET
easat-6498	384	17	technology	technology	NOUN
easat-6498	384	18	adoption	adoption	NOUN
easat-6498	384	19	process	process	NOUN
easat-6498	384	20	in	in	ADP
easat-6498	384	21	educational	educational	ADJ
easat-6498	384	22	settings	setting	NOUN
easat-6498	384	23	.	.	PUNCT
easat-6498	385	1	future	future	ADJ
easat-6498	385	2	studies	study	NOUN
easat-6498	385	3	can	can	AUX
easat-6498	385	4	thus	thus	ADV
easat-6498	385	5	use	use	VERB
easat-6498	385	6	mixed	mixed	ADJ
easat-6498	385	7	-	-	PUNCT
easat-6498	385	8	method	method	NOUN
easat-6498	385	9	approaches	approach	NOUN
easat-6498	385	10	,	,	PUNCT
easat-6498	385	11	combining	combine	VERB
easat-6498	385	12	quantitative	quantitative	ADJ
easat-6498	385	13	measures	measure	NOUN
easat-6498	385	14	with	with	ADP
easat-6498	385	15	qualitative	qualitative	ADJ
easat-6498	385	16	case	case	NOUN
easat-6498	385	17	studies	study	NOUN
easat-6498	385	18	,	,	PUNCT
easat-6498	385	19	in	in	ADP
easat-6498	385	20	order	order	NOUN
easat-6498	385	21	to	to	PART
easat-6498	385	22	learn	learn	VERB
easat-6498	385	23	how	how	SCONJ
easat-6498	385	24	different	different	ADJ
easat-6498	385	25	stakeholder	stakeholder	NOUN
easat-6498	385	26	groups	group	NOUN
easat-6498	385	27	-	-	PUNCT
easat-6498	385	28	administrators	administrator	NOUN
easat-6498	385	29	,	,	PUNCT
easat-6498	385	30	faculty	faculty	NOUN
easat-6498	385	31	,	,	PUNCT
easat-6498	385	32	staff	staff	NOUN
easat-6498	385	33	,	,	PUNCT
easat-6498	385	34	and	and	CCONJ
easat-6498	385	35	students	student	NOUN
easat-6498	385	36	-	-	PUNCT
easat-6498	385	37	experience	experience	NOUN
easat-6498	385	38	and	and	CCONJ
easat-6498	385	39	influence	influence	VERB
easat-6498	385	40	the	the	DET
easat-6498	385	41	implementation	implementation	NOUN
easat-6498	385	42	process	process	NOUN
easat-6498	385	43	.	.	PUNCT
easat-6498	386	1	particular	particular	ADJ
easat-6498	386	2	attention	attention	NOUN
easat-6498	386	3	is	be	AUX
easat-6498	386	4	given	give	VERB
easat-6498	386	5	to	to	ADP
easat-6498	386	6	contributions	contribution	NOUN
easat-6498	386	7	that	that	PRON
easat-6498	386	8	come	come	VERB
easat-6498	386	9	from	from	ADP
easat-6498	386	10	informal	informal	ADJ
easat-6498	386	11	social	social	ADJ
easat-6498	386	12	networks	network	NOUN
easat-6498	386	13	and	and	CCONJ
easat-6498	386	14	opinion	opinion	NOUN
easat-6498	386	15	leadership	leadership	NOUN
easat-6498	386	16	to	to	PART
easat-6498	386	17	implementation	implementation	VERB
easat-6498	386	18	outcomes	outcome	NOUN
easat-6498	386	19	that	that	PRON
easat-6498	386	20	go	go	VERB
easat-6498	386	21	beyond	beyond	ADP
easat-6498	386	22	the	the	DET
easat-6498	386	23	present	present	ADJ
easat-6498	386	24	focus	focus	NOUN
easat-6498	386	25	on	on	ADP
easat-6498	386	26	formal	formal	ADJ
easat-6498	386	27	organizational	organizational	ADJ
easat-6498	386	28	structures	structure	NOUN
easat-6498	386	29	.	.	PUNCT
easat-6498	387	1	a	a	DET
easat-6498	387	2	final	final	ADJ
easat-6498	387	3	area	area	NOUN
easat-6498	387	4	of	of	ADP
easat-6498	387	5	potential	potential	ADJ
easat-6498	387	6	research	research	NOUN
easat-6498	387	7	involves	involve	VERB
easat-6498	387	8	cross	cross	ADJ
easat-6498	387	9	-	-	ADJ
easat-6498	387	10	cultural	cultural	ADJ
easat-6498	387	11	comparisons	comparison	NOUN
easat-6498	387	12	of	of	ADP
easat-6498	387	13	ai	ai	ADJ
easat-6498	387	14	implementation	implementation	NOUN
easat-6498	387	15	in	in	ADP
easat-6498	387	16	educational	educational	ADJ
easat-6498	387	17	management	management	NOUN
easat-6498	387	18	.	.	PUNCT
easat-6498	388	1	although	although	SCONJ
easat-6498	388	2	our	our	PRON
easat-6498	388	3	focus	focus	NOUN
easat-6498	388	4	on	on	ADP
easat-6498	388	5	chinese	chinese	ADJ
easat-6498	388	6	higher	high	ADJ
easat-6498	388	7	education	education	NOUN
easat-6498	388	8	institutions	institution	NOUN
easat-6498	388	9	has	have	AUX
easat-6498	388	10	been	be	AUX
easat-6498	388	11	particularly	particularly	ADV
easat-6498	388	12	valuable	valuable	ADJ
easat-6498	388	13	in	in	ADP
easat-6498	388	14	a	a	DET
easat-6498	388	15	number	number	NOUN
easat-6498	388	16	of	of	ADP
easat-6498	388	17	respects	respect	NOUN
easat-6498	388	18	,	,	PUNCT
easat-6498	388	19	it	it	PRON
easat-6498	388	20	begs	beg	VERB
easat-6498	388	21	questions	question	NOUN
easat-6498	388	22	of	of	ADP
easat-6498	388	23	generalizability	generalizability	NOUN
easat-6498	388	24	to	to	ADP
easat-6498	388	25	other	other	ADJ
easat-6498	388	26	cultural	cultural	ADJ
easat-6498	388	27	and	and	CCONJ
easat-6498	388	28	institutional	institutional	ADJ
easat-6498	388	29	contexts	context	NOUN
easat-6498	388	30	.	.	PUNCT
easat-6498	389	1	cross	cross	ADJ
easat-6498	389	2	-	-	ADJ
easat-6498	389	3	national	national	ADJ
easat-6498	389	4	comparative	comparative	ADJ
easat-6498	389	5	studies	study	NOUN
easat-6498	389	6	could	could	AUX
easat-6498	389	7	investigate	investigate	VERB
easat-6498	389	8	the	the	DET
easat-6498	389	9	way	way	NOUN
easat-6498	389	10	in	in	ADP
easat-6498	389	11	which	which	PRON
easat-6498	389	12	differing	differ	VERB
easat-6498	389	13	national	national	ADJ
easat-6498	389	14	education	education	NOUN
easat-6498	389	15	systems	system	NOUN
easat-6498	389	16	,	,	PUNCT
easat-6498	389	17	cultural	cultural	ADJ
easat-6498	389	18	values	value	NOUN
easat-6498	389	19	,	,	PUNCT
easat-6498	389	20	and	and	CCONJ
easat-6498	389	21	institutional	institutional	ADJ
easat-6498	389	22	traditions	tradition	NOUN
easat-6498	389	23	shape	shape	VERB
easat-6498	389	24	the	the	DET
easat-6498	389	25	nature	nature	NOUN
easat-6498	389	26	of	of	ADP
easat-6498	389	27	the	the	DET
easat-6498	389	28	relationship	relationship	NOUN
easat-6498	389	29	between	between	ADP
easat-6498	389	30	organizational	organizational	ADJ
easat-6498	389	31	capabilities	capability	NOUN
easat-6498	389	32	and	and	CCONJ
easat-6498	389	33	implementation	implementation	NOUN
easat-6498	389	34	success	success	NOUN
easat-6498	389	35	.	.	PUNCT
easat-6498	390	1	it	it	PRON
easat-6498	390	2	thus	thus	ADV
easat-6498	390	3	allows	allow	VERB
easat-6498	390	4	more	more	ADV
easat-6498	390	5	finegrained	finegrained	ADJ
easat-6498	390	6	,	,	PUNCT
easat-6498	390	7	culturally	culturally	ADV
easat-6498	390	8	informed	informed	ADJ
easat-6498	390	9	modeling	modeling	NOUN
easat-6498	390	10	of	of	ADP
easat-6498	390	11	educational	educational	ADJ
easat-6498	390	12	technology	technology	NOUN
easat-6498	390	13	implementation	implementation	NOUN
easat-6498	390	14	.	.	PUNCT
easat-6498	391	1	these	these	DET
easat-6498	391	2	research	research	NOUN
easat-6498	391	3	directions	direction	NOUN
easat-6498	391	4	would	would	AUX
easat-6498	391	5	advance	advance	VERB
easat-6498	391	6	both	both	DET
easat-6498	391	7	our	our	PRON
easat-6498	391	8	theoretical	theoretical	ADJ
easat-6498	391	9	argumentation	argumentation	NOUN
easat-6498	391	10	and	and	CCONJ
easat-6498	391	11	provide	provide	VERB
easat-6498	391	12	practical	practical	ADJ
easat-6498	391	13	insight	insight	NOUN
easat-6498	391	14	to	to	PART
easat-6498	391	15	further	far	ADV
easat-6498	391	16	improve	improve	VERB
easat-6498	391	17	ai	ai	VERB
easat-6498	391	18	implementation	implementation	NOUN
easat-6498	391	19	in	in	ADP
easat-6498	391	20	the	the	DET
easat-6498	391	21	educational	educational	ADJ
easat-6498	391	22	setting	setting	NOUN
easat-6498	391	23	.	.	PUNCT
easat-6498	392	1	methodologically	methodologically	ADV
easat-6498	392	2	,	,	PUNCT
easat-6498	392	3	these	these	DET
easat-6498	392	4	investigations	investigation	NOUN
easat-6498	392	5	could	could	AUX
easat-6498	392	6	use	use	VERB
easat-6498	392	7	new	new	ADJ
easat-6498	392	8	ways	way	NOUN
easat-6498	392	9	that	that	PRON
easat-6498	392	10	combine	combine	VERB
easat-6498	392	11	traditional	traditional	ADJ
easat-6498	392	12	quantitative	quantitative	ADJ
easat-6498	392	13	analysis	analysis	NOUN
easat-6498	392	14	with	with	ADP
easat-6498	392	15	novel	novel	ADJ
easat-6498	392	16	methodologies	methodology	NOUN
easat-6498	392	17	,	,	PUNCT
easat-6498	392	18	such	such	ADJ
easat-6498	392	19	as	as	ADP
easat-6498	392	20	social	social	ADJ
easat-6498	392	21	network	network	NOUN
easat-6498	392	22	analysis	analysis	NOUN
easat-6498	392	23	,	,	PUNCT
easat-6498	392	24	digital	digital	ADJ
easat-6498	392	25	ethnography	ethnography	NOUN
easat-6498	392	26	,	,	PUNCT
easat-6498	392	27	and	and	CCONJ
easat-6498	392	28	longitudinal	longitudinal	ADJ
easat-6498	392	29	case	case	NOUN
easat-6498	392	30	studies	study	NOUN
easat-6498	392	31	.	.	PUNCT
easat-6498	393	1	multimethod	multimethod	PROPN
easat-6498	393	2	research	research	NOUN
easat-6498	393	3	designs	design	NOUN
easat-6498	393	4	are	be	AUX
easat-6498	393	5	likely	likely	ADJ
easat-6498	393	6	to	to	PART
easat-6498	393	7	capture	capture	VERB
easat-6498	393	8	the	the	DET
easat-6498	393	9	complexity	complexity	NOUN
easat-6498	393	10	of	of	ADP
easat-6498	393	11	implementing	implement	VERB
easat-6498	393	12	ai	ai	VERB
easat-6498	393	13	in	in	ADP
easat-6498	393	14	the	the	DET
easat-6498	393	15	educational	educational	ADJ
easat-6498	393	16	context	context	NOUN
easat-6498	393	17	,	,	PUNCT
easat-6498	393	18	capturing	capture	VERB
easat-6498	393	19	both	both	DET
easat-6498	393	20	the	the	DET
easat-6498	393	21	breadth	breadth	NOUN
easat-6498	393	22	and	and	CCONJ
easat-6498	393	23	depth	depth	NOUN
easat-6498	393	24	of	of	ADP
easat-6498	393	25	the	the	DET
easat-6498	393	26	dynamics	dynamic	NOUN
easat-6498	393	27	of	of	ADP
easat-6498	393	28	implementation	implementation	NOUN
easat-6498	393	29	.	.	PUNCT
easat-6498	394	1	6	6	X
easat-6498	394	2	.	.	X
easat-6498	394	3	conclusion	conclusion	NOUN
easat-6498	394	4	and	and	CCONJ
easat-6498	394	5	recommendations	recommendation	NOUN
easat-6498	394	6	this	this	DET
easat-6498	394	7	paper	paper	NOUN
easat-6498	394	8	investigates	investigate	VERB
easat-6498	394	9	ai	ai	ADJ
easat-6498	394	10	-	-	PUNCT
easat-6498	394	11	driven	drive	VERB
easat-6498	394	12	innovative	innovative	ADJ
easat-6498	394	13	adoption	adoption	NOUN
easat-6498	394	14	in	in	ADP
easat-6498	394	15	educational	educational	ADJ
easat-6498	394	16	management	management	NOUN
easat-6498	394	17	through	through	ADP
easat-6498	394	18	a	a	DET
easat-6498	394	19	multicase	multicase	NOUN
easat-6498	394	20	study	study	NOUN
easat-6498	394	21	of	of	ADP
easat-6498	394	22	chinese	chinese	ADJ
easat-6498	394	23	higher	high	ADJ
easat-6498	394	24	education	education	NOUN
easat-6498	394	25	institutions	institution	NOUN
easat-6498	394	26	,	,	PUNCT
easat-6498	394	27	which	which	PRON
easat-6498	394	28	unravels	unravel	VERB
easat-6498	394	29	the	the	DET
easat-6498	394	30	complex	complex	ADJ
easat-6498	394	31	interaction	interaction	NOUN
easat-6498	394	32	of	of	ADP
easat-6498	394	33	technological	technological	ADJ
easat-6498	394	34	capability	capability	NOUN
easat-6498	394	35	with	with	ADP
easat-6498	394	36	organizational	organizational	ADJ
easat-6498	394	37	factors	factor	NOUN
easat-6498	394	38	in	in	ADP
easat-6498	394	39	determining	determine	VERB
easat-6498	394	40	implementation	implementation	NOUN
easat-6498	394	41	outcome	outcome	NOUN
easat-6498	394	42	.	.	PUNCT
easat-6498	395	1	our	our	PRON
easat-6498	395	2	investigation	investigation	NOUN
easat-6498	395	3	shows	show	VERB
easat-6498	395	4	that	that	SCONJ
easat-6498	395	5	the	the	DET
easat-6498	395	6	implementation	implementation	NOUN
easat-6498	395	7	of	of	ADP
easat-6498	395	8	ai	ai	NOUN
easat-6498	395	9	is	be	AUX
easat-6498	395	10	not	not	PART
easat-6498	395	11	a	a	DET
easat-6498	395	12	simple	simple	ADJ
easat-6498	395	13	deployment	deployment	NOUN
easat-6498	395	14	of	of	ADP
easat-6498	395	15	technologies	technology	NOUN
easat-6498	395	16	but	but	CCONJ
easat-6498	395	17	requires	require	VERB
easat-6498	395	18	a	a	DET
easat-6498	395	19	subtle	subtle	ADJ
easat-6498	395	20	balance	balance	NOUN
easat-6498	395	21	among	among	ADP
easat-6498	395	22	technical	technical	ADJ
easat-6498	395	23	infrastructures	infrastructure	NOUN
easat-6498	395	24	,	,	PUNCT
easat-6498	395	25	organizational	organizational	ADJ
easat-6498	395	26	learning	learning	NOUN
easat-6498	395	27	capabilities	capability	NOUN
easat-6498	395	28	,	,	PUNCT
easat-6498	395	29	and	and	CCONJ
easat-6498	395	30	user	user	NOUN
easat-6498	395	31	engagements	engagement	NOUN
easat-6498	395	32	.	.	PUNCT
easat-6498	396	1	from	from	ADP
easat-6498	396	2	our	our	PRON
easat-6498	396	3	empirical	empirical	ADJ
easat-6498	396	4	analysis	analysis	NOUN
easat-6498	396	5	,	,	PUNCT
easat-6498	396	6	we	we	PRON
easat-6498	396	7	establish	establish	VERB
easat-6498	396	8	that	that	SCONJ
easat-6498	396	9	institutional	institutional	ADJ
easat-6498	396	10	capabilities	capability	NOUN
easat-6498	396	11	do	do	AUX
easat-6498	396	12	not	not	PART
easat-6498	396	13	influence	influence	VERB
easat-6498	396	14	implementation	implementation	NOUN
easat-6498	396	15	success	success	NOUN
easat-6498	396	16	linearly	linearly	ADV
easat-6498	396	17	but	but	CCONJ
easat-6498	396	18	,	,	PUNCT
easat-6498	396	19	instead	instead	ADV
easat-6498	396	20	,	,	PUNCT
easat-6498	396	21	depend	depend	VERB
easat-6498	396	22	on	on	ADP
easat-6498	396	23	specific	specific	ADJ
easat-6498	396	24	institutional	institutional	ADJ
easat-6498	396	25	contexts	context	NOUN
easat-6498	396	26	and	and	CCONJ
easat-6498	396	27	temporal	temporal	ADJ
easat-6498	396	28	dynamics	dynamic	NOUN
easat-6498	396	29	.	.	PUNCT
easat-6498	397	1	2127	2127	NUM
easat-6498	397	2	edelweiss	edelweiss	PROPN
easat-6498	397	3	applied	apply	VERB
easat-6498	397	4	science	science	NOUN
easat-6498	397	5	and	and	CCONJ
easat-6498	397	6	technology	technology	NOUN
easat-6498	397	7	issn	issn	PROPN
easat-6498	397	8	:	:	PUNCT
easat-6498	397	9	2576	2576	NUM
easat-6498	397	10	-	-	SYM
easat-6498	397	11	8484	8484	NUM
easat-6498	397	12	vol	vol	NOUN
easat-6498	397	13	.	.	PROPN
easat-6498	398	1	9	9	NUM
easat-6498	398	2	,	,	PUNCT
easat-6498	398	3	no	no	INTJ
easat-6498	398	4	.	.	NOUN
easat-6498	398	5	4	4	NUM
easat-6498	398	6	:	:	PUNCT
easat-6498	398	7	2109	2109	NUM
easat-6498	398	8	-	-	SYM
easat-6498	398	9	2128	2128	NUM
easat-6498	398	10	,	,	PUNCT
easat-6498	398	11	2025	2025	NUM
easat-6498	398	12	doi	doi	NOUN
easat-6498	398	13	:	:	PUNCT
easat-6498	398	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	398	15	©	©	PROPN
easat-6498	398	16	2025	2025	NUM
easat-6498	398	17	by	by	ADP
easat-6498	398	18	the	the	DET
easat-6498	398	19	authors	author	NOUN
easat-6498	398	20	;	;	PUNCT
easat-6498	398	21	licensee	licensee	PROPN
easat-6498	398	22	learning	learning	NOUN
easat-6498	398	23	gate	gate	VERB
easat-6498	398	24	our	our	PRON
easat-6498	398	25	findings	finding	NOUN
easat-6498	398	26	extend	extend	VERB
easat-6498	398	27	the	the	DET
easat-6498	398	28	current	current	ADJ
easat-6498	398	29	theoretical	theoretical	ADJ
easat-6498	398	30	frameworks	framework	NOUN
easat-6498	398	31	relating	relate	VERB
easat-6498	398	32	to	to	ADP
easat-6498	398	33	the	the	DET
easat-6498	398	34	management	management	NOUN
easat-6498	398	35	of	of	ADP
easat-6498	398	36	educational	educational	ADJ
easat-6498	398	37	technology	technology	NOUN
easat-6498	398	38	by	by	ADP
easat-6498	398	39	showing	show	VERB
easat-6498	398	40	hitherto	hitherto	NOUN
easat-6498	398	41	unidentified	unidentifie	VERB
easat-6498	398	42	threshold	threshold	NOUN
easat-6498	398	43	effects	effect	NOUN
easat-6498	398	44	and	and	CCONJ
easat-6498	398	45	interaction	interaction	NOUN
easat-6498	398	46	patterns	pattern	NOUN
easat-6498	398	47	.	.	PUNCT
easat-6498	399	1	this	this	DET
easat-6498	399	2	asymmetric	asymmetric	ADJ
easat-6498	399	3	nature	nature	NOUN
easat-6498	399	4	of	of	ADP
easat-6498	399	5	technological	technological	ADJ
easat-6498	399	6	readiness	readiness	NOUN
easat-6498	399	7	and	and	CCONJ
easat-6498	399	8	the	the	DET
easat-6498	399	9	capacity	capacity	NOUN
easat-6498	399	10	of	of	ADP
easat-6498	399	11	organizational	organizational	ADJ
easat-6498	399	12	learning	learning	NOUN
easat-6498	399	13	would	would	AUX
easat-6498	399	14	have	have	VERB
easat-6498	399	15	fundamental	fundamental	ADJ
easat-6498	399	16	reconsideration	reconsideration	NOUN
easat-6498	399	17	implications	implication	NOUN
easat-6498	399	18	for	for	ADP
easat-6498	399	19	how	how	SCONJ
easat-6498	399	20	institutions	institution	NOUN
easat-6498	399	21	go	go	VERB
easat-6498	399	22	about	about	ADP
easat-6498	399	23	implementing	implement	VERB
easat-6498	399	24	ai	ai	NOUN
easat-6498	399	25	.	.	PUNCT
easat-6498	400	1	temporal	temporal	ADJ
easat-6498	400	2	patterns	pattern	NOUN
easat-6498	400	3	in	in	ADP
easat-6498	400	4	implementation	implementation	NOUN
easat-6498	400	5	effects	effect	NOUN
easat-6498	400	6	would	would	AUX
easat-6498	400	7	suggest	suggest	VERB
easat-6498	400	8	that	that	SCONJ
easat-6498	400	9	institutions	institution	NOUN
easat-6498	400	10	should	should	AUX
easat-6498	400	11	adopt	adopt	VERB
easat-6498	400	12	a	a	DET
easat-6498	400	13	more	more	ADV
easat-6498	400	14	nuanced	nuanced	ADJ
easat-6498	400	15	,	,	PUNCT
easat-6498	400	16	phased	phase	VERB
easat-6498	400	17	approach	approach	NOUN
easat-6498	400	18	toward	toward	ADP
easat-6498	400	19	innovation	innovation	NOUN
easat-6498	400	20	,	,	PUNCT
easat-6498	400	21	recognizing	recognize	VERB
easat-6498	400	22	that	that	SCONJ
easat-6498	400	23	different	different	ADJ
easat-6498	400	24	capabilities	capability	NOUN
easat-6498	400	25	may	may	AUX
easat-6498	400	26	indeed	indeed	ADV
easat-6498	400	27	develop	develop	VERB
easat-6498	400	28	and	and	CCONJ
easat-6498	400	29	manifest	manifest	VERB
easat-6498	400	30	their	their	PRON
easat-6498	400	31	benefits	benefit	NOUN
easat-6498	400	32	at	at	ADP
easat-6498	400	33	different	different	ADJ
easat-6498	400	34	rates	rate	NOUN
easat-6498	400	35	.	.	PUNCT
easat-6498	401	1	such	such	ADJ
easat-6498	401	2	insights	insight	NOUN
easat-6498	401	3	run	run	VERB
easat-6498	401	4	counter	counter	ADV
easat-6498	401	5	to	to	ADP
easat-6498	401	6	the	the	DET
easat-6498	401	7	conventional	conventional	ADJ
easat-6498	401	8	wisdom	wisdom	NOUN
easat-6498	401	9	of	of	ADP
easat-6498	401	10	developing	develop	VERB
easat-6498	401	11	capabilities	capability	NOUN
easat-6498	401	12	simultaneously	simultaneously	ADV
easat-6498	401	13	but	but	CCONJ
easat-6498	401	14	point	point	VERB
easat-6498	401	15	toward	toward	ADP
easat-6498	401	16	a	a	DET
easat-6498	401	17	more	more	ADV
easat-6498	401	18	strategically	strategically	ADV
easat-6498	401	19	sequenced	sequence	VERB
easat-6498	401	20	approach	approach	NOUN
easat-6498	401	21	in	in	ADP
easat-6498	401	22	implementation	implementation	NOUN
easat-6498	401	23	.	.	PUNCT
easat-6498	402	1	this	this	PRON
easat-6498	402	2	represents	represent	VERB
easat-6498	402	3	an	an	DET
easat-6498	402	4	especially	especially	ADV
easat-6498	402	5	novel	novel	ADJ
easat-6498	402	6	contribution	contribution	NOUN
easat-6498	402	7	to	to	ADP
easat-6498	402	8	our	our	PRON
easat-6498	402	9	understanding	understanding	NOUN
easat-6498	402	10	of	of	ADP
easat-6498	402	11	the	the	DET
easat-6498	402	12	optimal	optimal	ADJ
easat-6498	402	13	scale	scale	NOUN
easat-6498	402	14	effects	effect	NOUN
easat-6498	402	15	for	for	ADP
easat-6498	402	16	the	the	DET
easat-6498	402	17	implementation	implementation	NOUN
easat-6498	402	18	of	of	ADP
easat-6498	402	19	ai	ai	NOUN
easat-6498	402	20	.	.	X
easat-6498	402	21	stronger	strong	ADJ
easat-6498	402	22	implementation	implementation	NOUN
easat-6498	402	23	effects	effect	NOUN
easat-6498	402	24	in	in	ADP
easat-6498	402	25	medium	medium	ADJ
easat-6498	402	26	-	-	PUNCT
easat-6498	402	27	sized	sized	ADJ
easat-6498	402	28	institutions	institution	NOUN
easat-6498	402	29	would	would	AUX
easat-6498	402	30	suggest	suggest	VERB
easat-6498	402	31	that	that	SCONJ
easat-6498	402	32	the	the	DET
easat-6498	402	33	organizational	organizational	ADJ
easat-6498	402	34	scale	scale	NOUN
easat-6498	402	35	might	might	AUX
easat-6498	402	36	be	be	AUX
easat-6498	402	37	playing	play	VERB
easat-6498	402	38	a	a	DET
easat-6498	402	39	more	more	ADV
easat-6498	402	40	complex	complex	ADJ
easat-6498	402	41	role	role	NOUN
easat-6498	402	42	than	than	SCONJ
easat-6498	402	43	has	have	VERB
easat-6498	402	44	hitherto	hitherto	NOUN
easat-6498	402	45	been	be	AUX
easat-6498	402	46	recognized	recognize	VERB
easat-6498	402	47	,	,	PUNCT
easat-6498	402	48	perhaps	perhaps	ADV
easat-6498	402	49	reflecting	reflect	VERB
easat-6498	402	50	a	a	DET
easat-6498	402	51	balance	balance	NOUN
easat-6498	402	52	point	point	NOUN
easat-6498	402	53	between	between	ADP
easat-6498	402	54	resource	resource	NOUN
easat-6498	402	55	availability	availability	NOUN
easat-6498	402	56	and	and	CCONJ
easat-6498	402	57	organizational	organizational	ADJ
easat-6498	402	58	agility	agility	NOUN
easat-6498	402	59	.	.	PUNCT
easat-6498	403	1	this	this	PRON
easat-6498	403	2	could	could	AUX
easat-6498	403	3	be	be	AUX
easat-6498	403	4	important	important	ADJ
easat-6498	403	5	for	for	ADP
easat-6498	403	6	how	how	SCONJ
easat-6498	403	7	institutions	institution	NOUN
easat-6498	403	8	structure	structure	VERB
easat-6498	403	9	their	their	PRON
easat-6498	403	10	ai	ai	ADJ
easat-6498	403	11	initiatives	initiative	NOUN
easat-6498	403	12	and	and	CCONJ
easat-6498	403	13	for	for	ADP
easat-6498	403	14	how	how	SCONJ
easat-6498	403	15	policymakers	policymaker	NOUN
easat-6498	403	16	design	design	VERB
easat-6498	403	17	support	support	NOUN
easat-6498	403	18	mechanisms	mechanism	NOUN
easat-6498	403	19	for	for	ADP
easat-6498	403	20	different	different	ADJ
easat-6498	403	21	types	type	NOUN
easat-6498	403	22	of	of	ADP
easat-6498	403	23	educational	educational	ADJ
easat-6498	403	24	institutions	institution	NOUN
easat-6498	403	25	.	.	PUNCT
easat-6498	404	1	going	go	VERB
easat-6498	404	2	forward	forward	ADV
easat-6498	404	3	,	,	PUNCT
easat-6498	404	4	education	education	NOUN
easat-6498	404	5	institutions	institution	NOUN
easat-6498	404	6	that	that	PRON
easat-6498	404	7	deploy	deploy	VERB
easat-6498	404	8	ai	ai	NOUN
easat-6498	404	9	should	should	AUX
easat-6498	404	10	take	take	VERB
easat-6498	404	11	a	a	DET
easat-6498	404	12	holistic	holistic	ADJ
easat-6498	404	13	approach	approach	NOUN
easat-6498	404	14	to	to	ADP
easat-6498	404	15	adoption	adoption	NOUN
easat-6498	404	16	,	,	PUNCT
easat-6498	404	17	recognizing	recognize	VERB
easat-6498	404	18	that	that	SCONJ
easat-6498	404	19	successful	successful	ADJ
easat-6498	404	20	innovation	innovation	NOUN
easat-6498	404	21	is	be	AUX
easat-6498	404	22	multivariate	multivariate	NOUN
easat-6498	404	23	in	in	ADP
easat-6498	404	24	nature	nature	NOUN
easat-6498	404	25	.	.	PUNCT
easat-6498	405	1	this	this	PRON
easat-6498	405	2	calls	call	VERB
easat-6498	405	3	for	for	ADP
easat-6498	405	4	an	an	DET
easat-6498	405	5	approach	approach	NOUN
easat-6498	405	6	that	that	PRON
easat-6498	405	7	covers	cover	VERB
easat-6498	405	8	not	not	PART
easat-6498	405	9	only	only	ADV
easat-6498	405	10	the	the	DET
easat-6498	405	11	development	development	NOUN
easat-6498	405	12	of	of	ADP
easat-6498	405	13	technical	technical	ADJ
easat-6498	405	14	infrastructure	infrastructure	NOUN
easat-6498	405	15	but	but	CCONJ
easat-6498	405	16	also	also	ADV
easat-6498	405	17	systematic	systematic	ADJ
easat-6498	405	18	organizational	organizational	ADJ
easat-6498	405	19	capability	capability	NOUN
easat-6498	405	20	building	building	NOUN
easat-6498	405	21	and	and	CCONJ
easat-6498	405	22	careful	careful	ADJ
easat-6498	405	23	attention	attention	NOUN
easat-6498	405	24	to	to	ADP
easat-6498	405	25	user	user	NOUN
easat-6498	405	26	acceptance	acceptance	NOUN
easat-6498	405	27	dynamics	dynamic	NOUN
easat-6498	405	28	.	.	PUNCT
easat-6498	406	1	in	in	ADP
easat-6498	406	2	addition	addition	NOUN
easat-6498	406	3	,	,	PUNCT
easat-6498	406	4	it	it	PRON
easat-6498	406	5	should	should	AUX
easat-6498	406	6	be	be	AUX
easat-6498	406	7	realized	realize	VERB
easat-6498	406	8	by	by	ADP
easat-6498	406	9	the	the	DET
easat-6498	406	10	institutions	institution	NOUN
easat-6498	406	11	that	that	PRON
easat-6498	406	12	such	such	DET
easat-6498	406	13	an	an	DET
easat-6498	406	14	implementation	implementation	NOUN
easat-6498	406	15	requires	require	VERB
easat-6498	406	16	sustained	sustain	VERB
easat-6498	406	17	commitment	commitment	NOUN
easat-6498	406	18	beyond	beyond	ADP
easat-6498	406	19	the	the	DET
easat-6498	406	20	initial	initial	ADJ
easat-6498	406	21	deployment	deployment	NOUN
easat-6498	406	22	phase	phase	NOUN
easat-6498	406	23	,	,	PUNCT
easat-6498	406	24	placing	place	VERB
easat-6498	406	25	particular	particular	ADJ
easat-6498	406	26	emphasis	emphasis	NOUN
easat-6498	406	27	on	on	ADP
easat-6498	406	28	the	the	DET
easat-6498	406	29	development	development	NOUN
easat-6498	406	30	of	of	ADP
easat-6498	406	31	robust	robust	ADJ
easat-6498	406	32	knowledge	knowledge	NOUN
easat-6498	406	33	management	management	NOUN
easat-6498	406	34	systems	system	NOUN
easat-6498	406	35	and	and	CCONJ
easat-6498	406	36	continuous	continuous	ADJ
easat-6498	406	37	learning	learning	NOUN
easat-6498	406	38	mechanisms	mechanism	NOUN
easat-6498	406	39	.	.	PUNCT
easat-6498	407	1	for	for	ADP
easat-6498	407	2	this	this	DET
easat-6498	407	3	reason	reason	NOUN
easat-6498	407	4	,	,	PUNCT
easat-6498	407	5	policymakers	policymaker	NOUN
easat-6498	407	6	should	should	AUX
easat-6498	407	7	conceive	conceive	VERB
easat-6498	407	8	of	of	ADP
easat-6498	407	9	support	support	NOUN
easat-6498	407	10	strategies	strategy	NOUN
easat-6498	407	11	which	which	PRON
easat-6498	407	12	take	take	VERB
easat-6498	407	13	into	into	ADP
easat-6498	407	14	account	account	NOUN
easat-6498	407	15	both	both	DET
easat-6498	407	16	institutional	institutional	ADJ
easat-6498	407	17	characteristics	characteristic	NOUN
easat-6498	407	18	and	and	CCONJ
easat-6498	407	19	regional	regional	ADJ
easat-6498	407	20	contexts	contexts	NOUN
easat-6498	407	21	.	.	PUNCT
easat-6498	408	1	support	support	NOUN
easat-6498	408	2	mechanisms	mechanism	NOUN
easat-6498	408	3	should	should	AUX
easat-6498	408	4	be	be	AUX
easat-6498	408	5	tailored	tailor	VERB
easat-6498	408	6	according	accord	VERB
easat-6498	408	7	to	to	ADP
easat-6498	408	8	the	the	DET
easat-6498	408	9	institutional	institutional	ADJ
easat-6498	408	10	size	size	NOUN
easat-6498	408	11	,	,	PUNCT
easat-6498	408	12	existing	exist	VERB
easat-6498	408	13	capabilities	capability	NOUN
easat-6498	408	14	,	,	PUNCT
easat-6498	408	15	and	and	CCONJ
easat-6498	408	16	regional	regional	ADJ
easat-6498	408	17	innovation	innovation	NOUN
easat-6498	408	18	ecosystems	ecosystem	NOUN
easat-6498	408	19	,	,	PUNCT
easat-6498	408	20	and	and	CCONJ
easat-6498	408	21	the	the	DET
easat-6498	408	22	policy	policy	NOUN
easat-6498	408	23	frameworks	framework	NOUN
easat-6498	408	24	should	should	AUX
easat-6498	408	25	be	be	AUX
easat-6498	408	26	able	able	ADJ
easat-6498	408	27	to	to	PART
easat-6498	408	28	introduce	introduce	VERB
easat-6498	408	29	flexibility	flexibility	NOUN
easat-6498	408	30	in	in	ADP
easat-6498	408	31	considering	consider	VERB
easat-6498	408	32	the	the	DET
easat-6498	408	33	various	various	ADJ
easat-6498	408	34	developmental	developmental	ADJ
easat-6498	408	35	trajectories	trajectory	NOUN
easat-6498	408	36	that	that	SCONJ
easat-6498	408	37	different	different	ADJ
easat-6498	408	38	institutions	institution	NOUN
easat-6498	408	39	will	will	AUX
easat-6498	408	40	embark	embark	VERB
easat-6498	408	41	upon	upon	SCONJ
easat-6498	408	42	in	in	ADP
easat-6498	408	43	their	their	PRON
easat-6498	408	44	journey	journey	NOUN
easat-6498	408	45	with	with	ADP
easat-6498	408	46	ai	ai	NOUN
easat-6498	408	47	.	.	PROPN
easat-6498	409	1	as	as	SCONJ
easat-6498	409	2	educational	educational	ADJ
easat-6498	409	3	institutions	institution	NOUN
easat-6498	409	4	around	around	ADP
easat-6498	409	5	the	the	DET
easat-6498	409	6	world	world	NOUN
easat-6498	409	7	are	be	AUX
easat-6498	409	8	still	still	ADV
easat-6498	409	9	trying	try	VERB
easat-6498	409	10	to	to	PART
easat-6498	409	11	navigate	navigate	VERB
easat-6498	409	12	through	through	ADP
easat-6498	409	13	the	the	DET
easat-6498	409	14	process	process	NOUN
easat-6498	409	15	of	of	ADP
easat-6498	409	16	technological	technological	ADJ
easat-6498	409	17	transformation	transformation	NOUN
easat-6498	409	18	,	,	PUNCT
easat-6498	409	19	these	these	DET
easat-6498	409	20	results	result	NOUN
easat-6498	409	21	imply	imply	VERB
easat-6498	409	22	a	a	DET
easat-6498	409	23	guide	guide	NOUN
easat-6498	409	24	that	that	PRON
easat-6498	409	25	helps	help	VERB
easat-6498	409	26	in	in	ADP
easat-6498	409	27	overcoming	overcome	VERB
easat-6498	409	28	such	such	ADJ
easat-6498	409	29	difficulties	difficulty	NOUN
easat-6498	409	30	regarding	regard	VERB
easat-6498	409	31	the	the	DET
easat-6498	409	32	implementation	implementation	NOUN
easat-6498	409	33	of	of	ADP
easat-6498	409	34	ai	ai	NOUN
easat-6498	409	35	.	.	PUNCT
easat-6498	410	1	the	the	DET
easat-6498	410	2	continuous	continuous	ADJ
easat-6498	410	3	development	development	NOUN
easat-6498	410	4	of	of	ADP
easat-6498	410	5	the	the	DET
easat-6498	410	6	educational	educational	ADJ
easat-6498	410	7	technology	technology	NOUN
easat-6498	410	8	industry	industry	NOUN
easat-6498	410	9	is	be	AUX
easat-6498	410	10	very	very	ADV
easat-6498	410	11	likely	likely	ADJ
easat-6498	410	12	to	to	PART
easat-6498	410	13	create	create	VERB
easat-6498	410	14	other	other	ADJ
easat-6498	410	15	threats	threat	NOUN
easat-6498	410	16	and	and	CCONJ
easat-6498	410	17	opportunities	opportunity	NOUN
easat-6498	410	18	.	.	PUNCT
easat-6498	411	1	this	this	PRON
easat-6498	411	2	,	,	PUNCT
easat-6498	411	3	in	in	ADP
easat-6498	411	4	turn	turn	NOUN
easat-6498	411	5	,	,	PUNCT
easat-6498	411	6	will	will	AUX
easat-6498	411	7	need	need	VERB
easat-6498	411	8	constant	constant	ADJ
easat-6498	411	9	research	research	NOUN
easat-6498	411	10	to	to	PART
easat-6498	411	11	comprehend	comprehend	VERB
easat-6498	411	12	how	how	SCONJ
easat-6498	411	13	institutions	institution	NOUN
easat-6498	411	14	can	can	AUX
easat-6498	411	15	best	good	ADJ
easat-6498	411	16	leverage	leverage	VERB
easat-6498	411	17	ai	ai	VERB
easat-6498	411	18	innovations	innovation	NOUN
easat-6498	411	19	for	for	ADP
easat-6498	411	20	better	well	ADJ
easat-6498	411	21	management	management	NOUN
easat-6498	411	22	of	of	ADP
easat-6498	411	23	educational	educational	ADJ
easat-6498	411	24	services	service	NOUN
easat-6498	411	25	.	.	PUNCT
easat-6498	412	1	due	due	ADP
easat-6498	412	2	to	to	ADP
easat-6498	412	3	the	the	DET
easat-6498	412	4	nature	nature	NOUN
easat-6498	412	5	of	of	ADP
easat-6498	412	6	technological	technological	ADJ
easat-6498	412	7	progress	progress	NOUN
easat-6498	412	8	,	,	PUNCT
easat-6498	412	9	the	the	DET
easat-6498	412	10	overall	overall	ADJ
easat-6498	412	11	findings	finding	NOUN
easat-6498	412	12	and	and	CCONJ
easat-6498	412	13	recommendations	recommendation	NOUN
easat-6498	412	14	from	from	ADP
easat-6498	412	15	this	this	DET
easat-6498	412	16	research	research	NOUN
easat-6498	412	17	work	work	NOUN
easat-6498	412	18	should	should	AUX
easat-6498	412	19	be	be	AUX
easat-6498	412	20	considered	consider	VERB
easat-6498	412	21	to	to	PART
easat-6498	412	22	lead	lead	VERB
easat-6498	412	23	to	to	ADP
easat-6498	412	24	continuous	continuous	ADJ
easat-6498	412	25	investigation	investigation	NOUN
easat-6498	412	26	,	,	PUNCT
easat-6498	412	27	not	not	PART
easat-6498	412	28	a	a	DET
easat-6498	412	29	finale	finale	NOUN
easat-6498	412	30	.	.	PUNCT
easat-6498	413	1	transparency	transparency	NOUN
easat-6498	413	2	:	:	PUNCT
easat-6498	413	3	the	the	DET
easat-6498	413	4	authors	author	NOUN
easat-6498	413	5	confirm	confirm	VERB
easat-6498	413	6	that	that	SCONJ
easat-6498	413	7	the	the	DET
easat-6498	413	8	manuscript	manuscript	NOUN
easat-6498	413	9	is	be	AUX
easat-6498	413	10	an	an	DET
easat-6498	413	11	honest	honest	ADJ
easat-6498	413	12	,	,	PUNCT
easat-6498	413	13	accurate	accurate	ADJ
easat-6498	413	14	,	,	PUNCT
easat-6498	413	15	and	and	CCONJ
easat-6498	413	16	transparent	transparent	ADJ
easat-6498	413	17	account	account	NOUN
easat-6498	413	18	of	of	ADP
easat-6498	413	19	the	the	DET
easat-6498	413	20	study	study	NOUN
easat-6498	413	21	;	;	PUNCT
easat-6498	413	22	that	that	SCONJ
easat-6498	413	23	no	no	DET
easat-6498	413	24	vital	vital	ADJ
easat-6498	413	25	features	feature	NOUN
easat-6498	413	26	of	of	ADP
easat-6498	413	27	the	the	DET
easat-6498	413	28	study	study	NOUN
easat-6498	413	29	have	have	AUX
easat-6498	413	30	been	be	AUX
easat-6498	413	31	omitted	omit	VERB
easat-6498	413	32	;	;	PUNCT
easat-6498	413	33	and	and	CCONJ
easat-6498	413	34	that	that	SCONJ
easat-6498	413	35	any	any	DET
easat-6498	413	36	discrepancies	discrepancy	NOUN
easat-6498	413	37	from	from	ADP
easat-6498	413	38	the	the	DET
easat-6498	413	39	study	study	NOUN
easat-6498	413	40	as	as	SCONJ
easat-6498	413	41	planned	plan	VERB
easat-6498	413	42	have	have	AUX
easat-6498	413	43	been	be	AUX
easat-6498	413	44	explained	explain	VERB
easat-6498	413	45	.	.	PUNCT
easat-6498	414	1	this	this	DET
easat-6498	414	2	study	study	NOUN
easat-6498	414	3	followed	follow	VERB
easat-6498	414	4	all	all	DET
easat-6498	414	5	ethical	ethical	ADJ
easat-6498	414	6	practices	practice	NOUN
easat-6498	414	7	during	during	ADP
easat-6498	414	8	writing	writing	NOUN
easat-6498	414	9	.	.	PUNCT
easat-6498	415	1	copyright	copyright	NOUN
easat-6498	415	2	:	:	PUNCT
easat-6498	415	3	©	©	PROPN
easat-6498	415	4	2025	2025	NUM
easat-6498	415	5	by	by	ADP
easat-6498	415	6	the	the	DET
easat-6498	415	7	authors	author	NOUN
easat-6498	415	8	.	.	PUNCT
easat-6498	416	1	this	this	DET
easat-6498	416	2	open	open	ADJ
easat-6498	416	3	-	-	PUNCT
easat-6498	416	4	access	access	NOUN
easat-6498	416	5	article	article	NOUN
easat-6498	416	6	is	be	AUX
easat-6498	416	7	distributed	distribute	VERB
easat-6498	416	8	under	under	ADP
easat-6498	416	9	the	the	DET
easat-6498	416	10	terms	term	NOUN
easat-6498	416	11	and	and	CCONJ
easat-6498	416	12	conditions	condition	NOUN
easat-6498	416	13	of	of	ADP
easat-6498	416	14	the	the	DET
easat-6498	416	15	creative	creative	ADJ
easat-6498	416	16	commons	common	NOUN
easat-6498	416	17	attribution	attribution	NOUN
easat-6498	416	18	(	(	PUNCT
easat-6498	416	19	cc	cc	NOUN
easat-6498	416	20	by	by	ADP
easat-6498	416	21	)	)	PUNCT
easat-6498	416	22	license	license	NOUN
easat-6498	416	23	(	(	PUNCT
easat-6498	416	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6498	416	25	)	)	PUNCT
easat-6498	416	26	.	.	PUNCT
easat-6498	417	1	references	reference	NOUN
easat-6498	417	2	[	[	X
easat-6498	417	3	1	1	X
easat-6498	417	4	]	]	X
easat-6498	417	5	d.	d.	PROPN
easat-6498	417	6	huang	huang	PROPN
easat-6498	417	7	,	,	PUNCT
easat-6498	417	8	"	"	PUNCT
easat-6498	417	9	artificial	artificial	ADJ
easat-6498	417	10	intelligence	intelligence	NOUN
easat-6498	417	11	driving	drive	VERB
easat-6498	417	12	innovation	innovation	NOUN
easat-6498	417	13	in	in	ADP
easat-6498	417	14	higher	high	ADJ
easat-6498	417	15	education	education	NOUN
easat-6498	417	16	management	management	NOUN
easat-6498	417	17	and	and	CCONJ
easat-6498	417	18	student	student	NOUN
easat-6498	417	19	training	training	NOUN
easat-6498	417	20	mechanisms	mechanism	NOUN
easat-6498	417	21	,	,	PUNCT
easat-6498	417	22	"	"	PUNCT
easat-6498	417	23	applied	apply	VERB
easat-6498	417	24	mathematics	mathematic	NOUN
easat-6498	417	25	and	and	CCONJ
easat-6498	417	26	nonlinear	nonlinear	ADJ
easat-6498	417	27	sciences	science	NOUN
easat-6498	417	28	,	,	PUNCT
easat-6498	417	29	vol	vol	NOUN
easat-6498	417	30	.	.	NOUN
easat-6498	418	1	9	9	NUM
easat-6498	418	2	,	,	PUNCT
easat-6498	418	3	no	no	INTJ
easat-6498	418	4	.	.	NOUN
easat-6498	418	5	1	1	NUM
easat-6498	418	6	,	,	PUNCT
easat-6498	418	7	pp	pp	ADJ
easat-6498	418	8	.	.	PUNCT
easat-6498	419	1	123	123	NUM
easat-6498	419	2	-	-	SYM
easat-6498	419	3	145	145	NUM
easat-6498	419	4	,	,	PUNCT
easat-6498	419	5	2024	2024	NUM
easat-6498	419	6	.	.	PUNCT
easat-6498	420	1	[	[	X
easat-6498	420	2	2	2	NUM
easat-6498	420	3	]	]	PUNCT
easat-6498	420	4	x.	x.	NOUN
easat-6498	420	5	li	li	PROPN
easat-6498	420	6	,	,	PUNCT
easat-6498	420	7	"	"	PUNCT
easat-6498	420	8	ai	ai	ADJ
easat-6498	420	9	-	-	PUNCT
easat-6498	420	10	driven	drive	VERB
easat-6498	420	11	innovations	innovation	NOUN
easat-6498	420	12	in	in	ADP
easat-6498	420	13	economics	economic	NOUN
easat-6498	420	14	education	education	NOUN
easat-6498	420	15	,	,	PUNCT
easat-6498	420	16	"	"	PUNCT
easat-6498	420	17	frontiers	frontier	NOUN
easat-6498	420	18	in	in	ADP
easat-6498	420	19	interdisciplinary	interdisciplinary	ADJ
easat-6498	420	20	educational	educational	ADJ
easat-6498	420	21	methodology	methodology	NOUN
easat-6498	420	22	,	,	PUNCT
easat-6498	420	23	vol	vol	NOUN
easat-6498	420	24	.	.	PROPN
easat-6498	420	25	2	2	NUM
easat-6498	420	26	,	,	PUNCT
easat-6498	420	27	no	no	INTJ
easat-6498	420	28	.	.	NOUN
easat-6498	420	29	1	1	NUM
easat-6498	420	30	,	,	PUNCT
easat-6498	420	31	pp	pp	ADJ
easat-6498	420	32	.	.	PUNCT
easat-6498	420	33	49	49	NUM
easat-6498	420	34	-	-	SYM
easat-6498	420	35	54	54	NUM
easat-6498	420	36	,	,	PUNCT
easat-6498	420	37	2025	2025	NUM
easat-6498	420	38	.	.	PUNCT
easat-6498	421	1	[	[	X
easat-6498	421	2	3	3	X
easat-6498	421	3	]	]	X
easat-6498	421	4	d.	d.	PROPN
easat-6498	421	5	c.	c.	PROPN
easat-6498	421	6	langeveldt	langeveldt	PROPN
easat-6498	421	7	,	,	PUNCT
easat-6498	421	8	"	"	PUNCT
easat-6498	421	9	ai	ai	ADJ
easat-6498	421	10	-	-	PUNCT
easat-6498	421	11	driven	drive	VERB
easat-6498	421	12	leadership	leadership	NOUN
easat-6498	421	13	:	:	PUNCT
easat-6498	421	14	a	a	DET
easat-6498	421	15	conceptual	conceptual	ADJ
easat-6498	421	16	framework	framework	NOUN
easat-6498	421	17	for	for	ADP
easat-6498	421	18	educational	educational	ADJ
easat-6498	421	19	decision	decision	NOUN
easat-6498	421	20	-	-	PUNCT
easat-6498	421	21	making	making	NOUN
easat-6498	421	22	in	in	ADP
easat-6498	421	23	the	the	DET
easat-6498	421	24	ai	ai	ADJ
easat-6498	421	25	era	era	NOUN
easat-6498	421	26	,	,	PUNCT
easat-6498	421	27	"	"	PUNCT
easat-6498	421	28	journal	journal	NOUN
easat-6498	421	29	of	of	ADP
easat-6498	421	30	educational	educational	ADJ
easat-6498	421	31	administration	administration	NOUN
easat-6498	421	32	,	,	PUNCT
easat-6498	421	33	vol	vol	NOUN
easat-6498	421	34	.	.	PROPN
easat-6498	421	35	59	59	NUM
easat-6498	421	36	,	,	PUNCT
easat-6498	421	37	no	no	INTJ
easat-6498	421	38	.	.	NOUN
easat-6498	421	39	3	3	NUM
easat-6498	421	40	,	,	PUNCT
easat-6498	421	41	pp	pp	ADJ
easat-6498	421	42	.	.	PUNCT
easat-6498	422	1	256	256	NUM
easat-6498	422	2	-	-	SYM
easat-6498	422	3	70	70	NUM
easat-6498	422	4	,	,	PUNCT
easat-6498	422	5	2021	2021	NUM
easat-6498	422	6	.	.	PUNCT
easat-6498	423	1	https://doi.org/10.1108/jea-08-2020-0203	https://doi.org/10.1108/jea-08-2020-0203	PROPN
easat-6498	423	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6498	423	3	https://doi.org/10.1108/jea-08-2020-0203	https://doi.org/10.1108/jea-08-2020-0203	PROPN
easat-6498	423	4	2128	2128	NUM
easat-6498	423	5	edelweiss	edelweiss	PROPN
easat-6498	423	6	applied	apply	VERB
easat-6498	423	7	science	science	NOUN
easat-6498	423	8	and	and	CCONJ
easat-6498	423	9	technology	technology	NOUN
easat-6498	423	10	issn	issn	PROPN
easat-6498	423	11	:	:	PUNCT
easat-6498	423	12	2576	2576	NUM
easat-6498	423	13	-	-	SYM
easat-6498	423	14	8484	8484	NUM
easat-6498	423	15	vol	vol	NOUN
easat-6498	423	16	.	.	PROPN
easat-6498	424	1	9	9	NUM
easat-6498	424	2	,	,	PUNCT
easat-6498	424	3	no	no	INTJ
easat-6498	424	4	.	.	NOUN
easat-6498	424	5	4	4	NUM
easat-6498	424	6	:	:	PUNCT
easat-6498	424	7	2109	2109	NUM
easat-6498	424	8	-	-	SYM
easat-6498	424	9	2128	2128	NUM
easat-6498	424	10	,	,	PUNCT
easat-6498	424	11	2025	2025	NUM
easat-6498	424	12	doi	doi	NOUN
easat-6498	424	13	:	:	PUNCT
easat-6498	424	14	10.55214/25768484.v9i4.6498	10.55214/25768484.v9i4.6498	NUM
easat-6498	424	15	©	©	PROPN
easat-6498	424	16	2025	2025	NUM
easat-6498	424	17	by	by	ADP
easat-6498	424	18	the	the	DET
easat-6498	424	19	authors	author	NOUN
easat-6498	424	20	;	;	PUNCT
easat-6498	424	21	licensee	licensee	PROPN
easat-6498	424	22	learning	learning	NOUN
easat-6498	424	23	gate	gate	NOUN
easat-6498	425	1	[	[	X
easat-6498	425	2	4	4	NUM
easat-6498	425	3	]	]	X
easat-6498	425	4	n.	n.	PROPN
easat-6498	425	5	li	li	PROPN
easat-6498	425	6	,	,	PUNCT
easat-6498	425	7	x.	x.	PROPN
easat-6498	425	8	zhang	zhang	PROPN
easat-6498	425	9	,	,	PUNCT
easat-6498	425	10	m.	m.	NOUN
easat-6498	425	11	limniou	limniou	PROPN
easat-6498	425	12	,	,	PUNCT
easat-6498	425	13	and	and	CCONJ
easat-6498	425	14	y.	y.	NOUN
easat-6498	425	15	xi	xi	PROPN
easat-6498	425	16	,	,	PUNCT
easat-6498	425	17	"	"	PUNCT
easat-6498	425	18	meaning	mean	VERB
easat-6498	425	19	-	-	PUNCT
easat-6498	425	20	making	making	NOUN
easat-6498	425	21	in	in	ADP
easat-6498	425	22	virtual	virtual	ADJ
easat-6498	425	23	learning	learning	NOUN
easat-6498	425	24	environment	environment	NOUN
easat-6498	425	25	enabled	enable	VERB
easat-6498	425	26	educational	educational	ADJ
easat-6498	425	27	innovations	innovation	NOUN
easat-6498	425	28	:	:	PUNCT
easat-6498	425	29	a	a	DET
easat-6498	425	30	13	13	NUM
easat-6498	425	31	-	-	PUNCT
easat-6498	425	32	year	year	NOUN
easat-6498	425	33	longitudinal	longitudinal	ADJ
easat-6498	425	34	case	case	NOUN
easat-6498	425	35	study	study	NOUN
easat-6498	425	36	,	,	PUNCT
easat-6498	425	37	"	"	PUNCT
easat-6498	425	38	interactive	interactive	ADJ
easat-6498	425	39	learning	learning	NOUN
easat-6498	425	40	environments	environment	NOUN
easat-6498	425	41	,	,	PUNCT
easat-6498	425	42	vol	vol	NOUN
easat-6498	425	43	.	.	PROPN
easat-6498	425	44	32	32	NUM
easat-6498	425	45	,	,	PUNCT
easat-6498	425	46	no	no	INTJ
easat-6498	425	47	.	.	NOUN
easat-6498	425	48	1	1	NUM
easat-6498	425	49	,	,	PUNCT
easat-6498	425	50	pp	pp	ADJ
easat-6498	425	51	.	.	PUNCT
easat-6498	426	1	168	168	NUM
easat-6498	426	2	-	-	SYM
easat-6498	426	3	182	182	NUM
easat-6498	426	4	,	,	PUNCT
easat-6498	426	5	2024	2024	NUM
easat-6498	426	6	.	.	PUNCT
easat-6498	427	1	https://doi.org/10.1080/10494820.2022.2081582	https://doi.org/10.1080/10494820.2022.2081582	PROPN
easat-6498	428	1	[	[	X
easat-6498	428	2	5	5	NUM
easat-6498	428	3	]	]	X
easat-6498	428	4	r.	r.	PROPN
easat-6498	428	5	chan	chan	PROPN
easat-6498	428	6	,	,	PUNCT
easat-6498	428	7	k.	k.	PROPN
easat-6498	428	8	bista	bista	PROPN
easat-6498	428	9	,	,	PUNCT
easat-6498	428	10	and	and	CCONJ
easat-6498	428	11	r.	r.	PROPN
easat-6498	428	12	allen	allen	PROPN
easat-6498	428	13	,	,	PUNCT
easat-6498	428	14	online	online	ADJ
easat-6498	428	15	teaching	teaching	NOUN
easat-6498	428	16	and	and	CCONJ
easat-6498	428	17	learning	learn	VERB
easat-6498	428	18	in	in	ADP
easat-6498	428	19	higher	high	ADJ
easat-6498	428	20	education	education	NOUN
easat-6498	428	21	during	during	ADP
easat-6498	428	22	covid-19	covid-19	PROPN
easat-6498	428	23	:	:	PUNCT
easat-6498	428	24	international	international	ADJ
easat-6498	428	25	perspectives	perspective	NOUN
easat-6498	428	26	and	and	CCONJ
easat-6498	428	27	experiences	experience	NOUN
easat-6498	428	28	.	.	PUNCT
easat-6498	429	1	routledge	routledge	PROPN
easat-6498	429	2	.	.	PUNCT
easat-6498	430	1	https://doi.org/10.4324/9781003125921	https://doi.org/10.4324/9781003125921	X
easat-6498	430	2	,	,	PUNCT
easat-6498	430	3	2021	2021	NUM
easat-6498	430	4	.	.	PUNCT
easat-6498	431	1	[	[	X
easat-6498	431	2	6	6	NUM
easat-6498	431	3	]	]	PUNCT
easat-6498	431	4	w.	w.	PROPN
easat-6498	431	5	yu	yu	PROPN
easat-6498	431	6	,	,	PUNCT
easat-6498	431	7	"	"	PUNCT
easat-6498	431	8	artificial	artificial	ADJ
easat-6498	431	9	intelligence	intelligence	NOUN
easat-6498	431	10	-	-	PUNCT
easat-6498	431	11	driven	drive	VERB
easat-6498	431	12	innovation	innovation	NOUN
easat-6498	431	13	in	in	ADP
easat-6498	431	14	adult	adult	NOUN
easat-6498	431	15	education	education	NOUN
easat-6498	431	16	management	management	NOUN
easat-6498	431	17	and	and	CCONJ
easat-6498	431	18	student	student	NOUN
easat-6498	431	19	training	training	NOUN
easat-6498	431	20	mechanisms	mechanism	NOUN
easat-6498	431	21	,	,	PUNCT
easat-6498	431	22	"	"	PUNCT
easat-6498	431	23	applied	apply	VERB
easat-6498	431	24	mathematics	mathematic	NOUN
easat-6498	431	25	and	and	CCONJ
easat-6498	431	26	nonlinear	nonlinear	ADJ
easat-6498	431	27	sciences	science	NOUN
easat-6498	431	28	,	,	PUNCT
easat-6498	431	29	vol	vol	NOUN
easat-6498	431	30	.	.	NOUN
easat-6498	431	31	9	9	NUM
easat-6498	431	32	,	,	PUNCT
easat-6498	431	33	no	no	INTJ
easat-6498	431	34	.	.	NOUN
easat-6498	431	35	1	1	NUM
easat-6498	431	36	,	,	PUNCT
easat-6498	431	37	pp	pp	ADJ
easat-6498	431	38	.	.	PUNCT
easat-6498	432	1	1	1	NUM
easat-6498	432	2	-	-	SYM
easat-6498	432	3	13	13	NUM
easat-6498	432	4	,	,	PUNCT
easat-6498	432	5	2024	2024	NUM
easat-6498	432	6	.	.	PUNCT
easat-6498	433	1	https://doi.org/10.2478/amns-2024-3068	https://doi.org/10.2478/amns-2024-3068	PROPN
easat-6498	434	1	[	[	X
easat-6498	434	2	7	7	NUM
easat-6498	434	3	]	]	X
easat-6498	434	4	m.	m.	NOUN
easat-6498	434	5	lanford	lanford	PROPN
easat-6498	434	6	,	,	PUNCT
easat-6498	434	7	z.	z.	PROPN
easat-6498	434	8	b.	b.	PROPN
easat-6498	434	9	corwin	corwin	PROPN
easat-6498	434	10	,	,	PUNCT
easat-6498	434	11	t.	t.	PROPN
easat-6498	434	12	maruco	maruco	PROPN
easat-6498	434	13	,	,	PUNCT
easat-6498	434	14	and	and	CCONJ
easat-6498	434	15	a.	a.	NOUN
easat-6498	434	16	ochsner	ochsner	NOUN
easat-6498	434	17	,	,	PUNCT
easat-6498	434	18	"	"	PUNCT
easat-6498	434	19	institutional	institutional	ADJ
easat-6498	434	20	barriers	barrier	NOUN
easat-6498	434	21	to	to	ADP
easat-6498	434	22	innovation	innovation	NOUN
easat-6498	434	23	:	:	PUNCT
easat-6498	434	24	lessons	lesson	NOUN
easat-6498	434	25	from	from	ADP
easat-6498	434	26	a	a	DET
easat-6498	434	27	digital	digital	ADJ
easat-6498	434	28	intervention	intervention	NOUN
easat-6498	434	29	for	for	ADP
easat-6498	434	30	underrepresented	underrepresented	ADJ
easat-6498	434	31	students	student	NOUN
easat-6498	434	32	applying	apply	VERB
easat-6498	434	33	to	to	ADP
easat-6498	434	34	college	college	NOUN
easat-6498	434	35	,	,	PUNCT
easat-6498	434	36	"	"	PUNCT
easat-6498	434	37	journal	journal	NOUN
easat-6498	434	38	of	of	ADP
easat-6498	434	39	research	research	NOUN
easat-6498	434	40	on	on	ADP
easat-6498	434	41	technology	technology	NOUN
easat-6498	434	42	in	in	ADP
easat-6498	434	43	education	education	NOUN
easat-6498	434	44	,	,	PUNCT
easat-6498	434	45	vol	vol	NOUN
easat-6498	434	46	.	.	PROPN
easat-6498	434	47	51	51	NUM
easat-6498	434	48	,	,	PUNCT
easat-6498	434	49	no	no	INTJ
easat-6498	434	50	.	.	NOUN
easat-6498	434	51	3	3	NUM
easat-6498	434	52	,	,	PUNCT
easat-6498	434	53	pp	pp	ADJ
easat-6498	434	54	.	.	PUNCT
easat-6498	435	1	203	203	NUM
easat-6498	435	2	-	-	SYM
easat-6498	435	3	216	216	NUM
easat-6498	435	4	,	,	PUNCT
easat-6498	435	5	2019	2019	NUM
easat-6498	435	6	.	.	PUNCT
easat-6498	435	7	https://doi.org/10.1080/15391523.2019.1576558	https://doi.org/10.1080/15391523.2019.1576558	PUNCT
easat-6498	436	1	[	[	X
easat-6498	436	2	8	8	NUM
easat-6498	436	3	]	]	PUNCT
easat-6498	436	4	a.	a.	NOUN
easat-6498	436	5	ashrafi	ashrafi	PROPN
easat-6498	436	6	,	,	PUNCT
easat-6498	436	7	a.	a.	PROPN
easat-6498	436	8	zareravasan	zareravasan	PROPN
easat-6498	436	9	,	,	PUNCT
easat-6498	436	10	s.	s.	PROPN
easat-6498	436	11	rabiee	rabiee	PROPN
easat-6498	436	12	savoji	savoji	PROPN
easat-6498	436	13	,	,	PUNCT
easat-6498	436	14	and	and	CCONJ
easat-6498	436	15	m.	m.	PROPN
easat-6498	436	16	amani	amani	PROPN
easat-6498	436	17	,	,	PUNCT
easat-6498	436	18	"	"	PUNCT
easat-6498	436	19	exploring	explore	VERB
easat-6498	436	20	factors	factor	NOUN
easat-6498	436	21	influencing	influence	VERB
easat-6498	436	22	students	student	NOUN
easat-6498	436	23	’	'	PUNCT
easat-6498	436	24	continuance	continuance	NOUN
easat-6498	436	25	intention	intention	NOUN
easat-6498	436	26	to	to	PART
easat-6498	436	27	use	use	VERB
easat-6498	436	28	the	the	DET
easat-6498	436	29	learning	learning	NOUN
easat-6498	436	30	management	management	NOUN
easat-6498	436	31	system	system	NOUN
easat-6498	436	32	(	(	PUNCT
easat-6498	436	33	lms	lms	PROPN
easat-6498	436	34	):	):	PUNCT
easat-6498	436	35	a	a	DET
easat-6498	436	36	multi	multi	ADJ
easat-6498	436	37	-	-	ADJ
easat-6498	436	38	perspective	perspective	ADJ
easat-6498	436	39	framework	framework	NOUN
easat-6498	436	40	,	,	PUNCT
easat-6498	436	41	"	"	PUNCT
easat-6498	436	42	interactive	interactive	ADJ
easat-6498	436	43	learning	learning	NOUN
easat-6498	436	44	environments	environment	NOUN
easat-6498	436	45	,	,	PUNCT
easat-6498	436	46	vol	vol	NOUN
easat-6498	436	47	.	.	PROPN
easat-6498	436	48	30	30	NUM
easat-6498	436	49	,	,	PUNCT
easat-6498	436	50	no	no	INTJ
easat-6498	436	51	.	.	NOUN
easat-6498	436	52	8	8	NUM
easat-6498	436	53	,	,	PUNCT
easat-6498	436	54	pp	pp	ADJ
easat-6498	436	55	.	.	PUNCT
easat-6498	437	1	1475	1475	NUM
easat-6498	437	2	-	-	SYM
easat-6498	437	3	1497	1497	NUM
easat-6498	437	4	,	,	PUNCT
easat-6498	437	5	2022	2022	NUM
easat-6498	437	6	.	.	PUNCT
easat-6498	438	1	https://doi.org/10.1080/10494820.2020.1734028	https://doi.org/10.1080/10494820.2020.1734028	PUNCT
easat-6498	439	1	[	[	X
easat-6498	439	2	9	9	NUM
easat-6498	439	3	]	]	X
easat-6498	439	4	n.	n.	NOUN
easat-6498	439	5	barari	barari	PROPN
easat-6498	439	6	,	,	PUNCT
easat-6498	439	7	m.	m.	NOUN
easat-6498	439	8	rezaeizadeh	rezaeizadeh	PROPN
easat-6498	439	9	,	,	PUNCT
easat-6498	439	10	a.	a.	NOUN
easat-6498	439	11	khorasani	khorasani	PROPN
easat-6498	439	12	,	,	PUNCT
easat-6498	439	13	and	and	CCONJ
easat-6498	439	14	f.	f.	PROPN
easat-6498	439	15	alami	alami	PROPN
easat-6498	439	16	,	,	PUNCT
easat-6498	439	17	"	"	PUNCT
easat-6498	439	18	designing	design	VERB
easat-6498	439	19	and	and	CCONJ
easat-6498	439	20	validating	validate	VERB
easat-6498	439	21	educational	educational	ADJ
easat-6498	439	22	standards	standard	NOUN
easat-6498	439	23	for	for	ADP
easat-6498	439	24	eteaching	eteache	VERB
easat-6498	439	25	in	in	ADP
easat-6498	439	26	virtual	virtual	ADJ
easat-6498	439	27	learning	learning	NOUN
easat-6498	439	28	environments	environment	NOUN
easat-6498	439	29	(	(	PUNCT
easat-6498	439	30	vles	vle	NOUN
easat-6498	439	31	)	)	PUNCT
easat-6498	439	32	,	,	PUNCT
easat-6498	439	33	based	base	VERB
easat-6498	439	34	on	on	ADP
easat-6498	439	35	revised	revise	VERB
easat-6498	439	36	bloom	bloom	NOUN
easat-6498	439	37	’s	’s	PART
easat-6498	439	38	taxonomy	taxonomy	NOUN
easat-6498	439	39	,	,	PUNCT
easat-6498	439	40	"	"	PUNCT
easat-6498	439	41	interactive	interactive	ADJ
easat-6498	439	42	learning	learning	NOUN
easat-6498	439	43	environments	environment	NOUN
easat-6498	439	44	,	,	PUNCT
easat-6498	439	45	vol	vol	NOUN
easat-6498	439	46	.	.	PROPN
easat-6498	439	47	30	30	NUM
easat-6498	439	48	,	,	PUNCT
easat-6498	439	49	no	no	INTJ
easat-6498	439	50	.	.	NOUN
easat-6498	439	51	9	9	NUM
easat-6498	439	52	,	,	PUNCT
easat-6498	439	53	pp	pp	ADJ
easat-6498	439	54	.	.	PUNCT
easat-6498	440	1	1640	1640	NUM
easat-6498	440	2	-	-	SYM
easat-6498	440	3	1652	1652	NUM
easat-6498	440	4	,	,	PUNCT
easat-6498	440	5	2022	2022	NUM
easat-6498	440	6	.	.	PUNCT
easat-6498	441	1	https://doi.org/10.1080/10494820.2020.1739078	https://doi.org/10.1080/10494820.2020.1739078	X
easat-6498	442	1	[	[	X
easat-6498	442	2	10	10	NUM
easat-6498	442	3	]	]	X
easat-6498	442	4	y.	y.	PROPN
easat-6498	442	5	q.	q.	PROPN
easat-6498	442	6	jin	jin	PROPN
easat-6498	442	7	,	,	PUNCT
easat-6498	442	8	c.-l	c.-l	PROPN
easat-6498	442	9	.	.	PUNCT
easat-6498	443	1	lin	lin	PROPN
easat-6498	443	2	,	,	PUNCT
easat-6498	443	3	q.	q.	PROPN
easat-6498	443	4	zhao	zhao	PROPN
easat-6498	443	5	,	,	PUNCT
easat-6498	443	6	s.-w	s.-w	PROPN
easat-6498	443	7	.	.	PUNCT
easat-6498	443	8	yu	yu	PROPN
easat-6498	443	9	,	,	PUNCT
easat-6498	443	10	and	and	CCONJ
easat-6498	443	11	y.-s	y.-	NOUN
easat-6498	443	12	.	.	PUNCT
easat-6498	444	1	su	su	PROPN
easat-6498	444	2	,	,	PUNCT
easat-6498	444	3	"	"	PUNCT
easat-6498	444	4	a	a	DET
easat-6498	444	5	study	study	NOUN
easat-6498	444	6	on	on	ADP
easat-6498	444	7	traditional	traditional	ADJ
easat-6498	444	8	teaching	teaching	NOUN
easat-6498	444	9	method	method	NOUN
easat-6498	444	10	transferring	transfer	VERB
easat-6498	444	11	to	to	ADP
easat-6498	444	12	elearning	elearne	VERB
easat-6498	444	13	under	under	ADP
easat-6498	444	14	the	the	DET
easat-6498	444	15	covid-19	covid-19	PROPN
easat-6498	444	16	pandemic	pandemic	NOUN
easat-6498	444	17	:	:	PUNCT
easat-6498	444	18	from	from	ADP
easat-6498	444	19	chinese	chinese	ADJ
easat-6498	444	20	students	student	NOUN
easat-6498	444	21	'	'	PART
easat-6498	444	22	perspectives	perspective	NOUN
easat-6498	444	23	,	,	PUNCT
easat-6498	444	24	"	"	PUNCT
easat-6498	444	25	frontiers	frontier	NOUN
easat-6498	444	26	in	in	ADP
easat-6498	444	27	psychology	psychology	NOUN
easat-6498	444	28	,	,	PUNCT
easat-6498	444	29	vol	vol	NOUN
easat-6498	444	30	.	.	PROPN
easat-6498	444	31	12	12	NUM
easat-6498	444	32	,	,	PUNCT
easat-6498	444	33	p.	p.	NOUN
easat-6498	444	34	632787	632787	NUM
easat-6498	444	35	,	,	PUNCT
easat-6498	444	36	2021	2021	NUM
easat-6498	444	37	.	.	PUNCT
easat-6498	445	1	https://doi.org/10.3389/fpsyg.2021.632787	https://doi.org/10.3389/fpsyg.2021.632787	PROPN
easat-6498	445	2	[	[	X
easat-6498	445	3	11	11	NUM
easat-6498	445	4	]	]	X
easat-6498	445	5	l.	l.	PROPN
easat-6498	445	6	ramkissoon	ramkissoon	PROPN
easat-6498	445	7	,	,	PUNCT
easat-6498	445	8	ai	ai	AUX
easat-6498	445	9	:	:	PUNCT
easat-6498	445	10	powering	power	VERB
easat-6498	445	11	sustainable	sustainable	ADJ
easat-6498	445	12	innovation	innovation	NOUN
easat-6498	445	13	in	in	ADP
easat-6498	445	14	higher	high	ADJ
easat-6498	445	15	ed	ed	NOUN
easat-6498	445	16	(	(	PUNCT
easat-6498	445	17	the	the	DET
easat-6498	445	18	evolution	evolution	NOUN
easat-6498	445	19	of	of	ADP
easat-6498	445	20	artificial	artificial	ADJ
easat-6498	445	21	intelligence	intelligence	NOUN
easat-6498	445	22	in	in	ADP
easat-6498	445	23	higher	high	ADJ
easat-6498	445	24	education	education	NOUN
easat-6498	445	25	)	)	PUNCT
easat-6498	445	26	.	.	PUNCT
easat-6498	446	1	bingley	bingley	PROPN
easat-6498	446	2	,	,	PUNCT
easat-6498	446	3	uk	uk	PROPN
easat-6498	446	4	:	:	PUNCT
easat-6498	446	5	emerald	emerald	PROPN
easat-6498	446	6	publishing	publishing	PROPN
easat-6498	446	7	limited	limit	VERB
easat-6498	446	8	,	,	PUNCT
easat-6498	446	9	2024	2024	NUM
easat-6498	446	10	.	.	PUNCT
easat-6498	447	1	[	[	X
easat-6498	447	2	12	12	NUM
easat-6498	447	3	]	]	X
easat-6498	447	4	h.	h.	PROPN
easat-6498	447	5	m.	m.	PROPN
easat-6498	447	6	allam	allam	PROPN
easat-6498	447	7	,	,	PUNCT
easat-6498	447	8	b.	b.	PROPN
easat-6498	447	9	gyamfi	gyamfi	PROPN
easat-6498	447	10	,	,	PUNCT
easat-6498	447	11	and	and	CCONJ
easat-6498	447	12	b.	b.	PROPN
easat-6498	447	13	alomar	alomar	PROPN
easat-6498	447	14	,	,	PUNCT
easat-6498	447	15	"	"	PUNCT
easat-6498	447	16	sustainable	sustainable	ADJ
easat-6498	447	17	innovation	innovation	NOUN
easat-6498	447	18	:	:	PUNCT
easat-6498	447	19	harnessing	harness	VERB
easat-6498	447	20	ai	ai	VERB
easat-6498	447	21	and	and	CCONJ
easat-6498	447	22	living	live	VERB
easat-6498	447	23	intelligence	intelligence	NOUN
easat-6498	447	24	to	to	PART
easat-6498	447	25	transform	transform	VERB
easat-6498	447	26	higher	high	ADJ
easat-6498	447	27	education	education	NOUN
easat-6498	447	28	,	,	PUNCT
easat-6498	447	29	"	"	PUNCT
easat-6498	447	30	education	education	NOUN
easat-6498	447	31	sciences	science	NOUN
easat-6498	447	32	,	,	PUNCT
easat-6498	447	33	vol	vol	NOUN
easat-6498	447	34	.	.	PROPN
easat-6498	447	35	15	15	NUM
easat-6498	447	36	,	,	PUNCT
easat-6498	447	37	no	no	INTJ
easat-6498	447	38	.	.	NOUN
easat-6498	447	39	4	4	NUM
easat-6498	447	40	,	,	PUNCT
easat-6498	447	41	p.	p.	NOUN
easat-6498	447	42	398	398	NUM
easat-6498	447	43	,	,	PUNCT
easat-6498	447	44	2025	2025	NUM
easat-6498	447	45	.	.	PUNCT
easat-6498	448	1	https://doi.org/10.3390/educsci15040398	https://doi.org/10.3390/educsci15040398	NOUN
easat-6498	449	1	[	[	X
easat-6498	449	2	13	13	NUM
easat-6498	449	3	]	]	SYM
easat-6498	449	4	y.-m	y.-m	NOUN
easat-6498	449	5	.	.	PUNCT
easat-6498	450	1	cheng	cheng	PROPN
easat-6498	450	2	,	,	PUNCT
easat-6498	450	3	"	"	PUNCT
easat-6498	450	4	how	how	SCONJ
easat-6498	450	5	does	do	VERB
easat-6498	450	6	task	task	NOUN
easat-6498	450	7	-	-	PUNCT
easat-6498	450	8	technology	technology	NOUN
easat-6498	450	9	fit	fit	ADJ
easat-6498	450	10	influence	influence	NOUN
easat-6498	450	11	cloud	cloud	NOUN
easat-6498	450	12	-	-	PUNCT
easat-6498	450	13	based	base	VERB
easat-6498	450	14	e	e	NOUN
easat-6498	450	15	-	-	ADJ
easat-6498	450	16	learning	learn	VERB
easat-6498	450	17	continuance	continuance	NOUN
easat-6498	450	18	and	and	CCONJ
easat-6498	450	19	impact	impact	NOUN
easat-6498	450	20	?	?	PUNCT
easat-6498	450	21	,	,	PUNCT
easat-6498	450	22	"	"	PUNCT
easat-6498	450	23	education+	education+	PART
easat-6498	450	24	training	training	NOUN
easat-6498	450	25	,	,	PUNCT
easat-6498	450	26	vol	vol	NOUN
easat-6498	450	27	.	.	PROPN
easat-6498	450	28	61	61	NUM
easat-6498	450	29	,	,	PUNCT
easat-6498	450	30	no	no	INTJ
easat-6498	450	31	.	.	NOUN
easat-6498	450	32	4	4	NUM
easat-6498	450	33	,	,	PUNCT
easat-6498	450	34	pp	pp	ADJ
easat-6498	450	35	.	.	PUNCT
easat-6498	450	36	480	480	NUM
easat-6498	450	37	-	-	SYM
easat-6498	450	38	499	499	NUM
easat-6498	450	39	,	,	PUNCT
easat-6498	450	40	2019	2019	NUM
easat-6498	450	41	.	.	PUNCT
easat-6498	451	1	https://doi.org/10.1108/et-09-2018-0203	https://doi.org/10.1108/et-09-2018-0203	X
easat-6498	452	1	[	[	X
easat-6498	452	2	14	14	NUM
easat-6498	452	3	]	]	X
easat-6498	452	4	c.	c.	PROPN
easat-6498	452	5	blundell	blundell	PROPN
easat-6498	452	6	,	,	PUNCT
easat-6498	452	7	k.-t	k.-t	PROPN
easat-6498	452	8	.	.	PUNCT
easat-6498	453	1	lee	lee	PROPN
easat-6498	453	2	,	,	PUNCT
easat-6498	453	3	and	and	CCONJ
easat-6498	453	4	s.	s.	PROPN
easat-6498	453	5	nykvist	nykvist	PROPN
easat-6498	453	6	,	,	PUNCT
easat-6498	453	7	"	"	PUNCT
easat-6498	453	8	moving	move	VERB
easat-6498	453	9	beyond	beyond	ADP
easat-6498	453	10	enhancing	enhance	VERB
easat-6498	453	11	pedagogies	pedagogy	NOUN
easat-6498	453	12	with	with	ADP
easat-6498	453	13	digital	digital	ADJ
easat-6498	453	14	technologies	technology	NOUN
easat-6498	453	15	:	:	PUNCT
easat-6498	453	16	frames	frame	NOUN
easat-6498	453	17	of	of	ADP
easat-6498	453	18	reference	reference	NOUN
easat-6498	453	19	,	,	PUNCT
easat-6498	453	20	habits	habit	NOUN
easat-6498	453	21	of	of	ADP
easat-6498	453	22	mind	mind	NOUN
easat-6498	453	23	and	and	CCONJ
easat-6498	453	24	transformative	transformative	ADJ
easat-6498	453	25	learning	learning	NOUN
easat-6498	453	26	,	,	PUNCT
easat-6498	453	27	"	"	PUNCT
easat-6498	453	28	journal	journal	NOUN
easat-6498	453	29	of	of	ADP
easat-6498	453	30	research	research	NOUN
easat-6498	453	31	on	on	ADP
easat-6498	453	32	technology	technology	NOUN
easat-6498	453	33	in	in	ADP
easat-6498	453	34	education	education	NOUN
easat-6498	453	35	,	,	PUNCT
easat-6498	453	36	vol	vol	NOUN
easat-6498	453	37	.	.	PROPN
easat-6498	453	38	52	52	NUM
easat-6498	453	39	,	,	PUNCT
easat-6498	453	40	no	no	INTJ
easat-6498	453	41	.	.	NOUN
easat-6498	453	42	2	2	NUM
easat-6498	453	43	,	,	PUNCT
easat-6498	453	44	pp	pp	ADJ
easat-6498	453	45	.	.	PUNCT
easat-6498	454	1	178	178	NUM
easat-6498	454	2	-	-	SYM
easat-6498	454	3	196	196	NUM
easat-6498	454	4	,	,	PUNCT
easat-6498	454	5	2020	2020	NUM
easat-6498	454	6	.	.	PUNCT
easat-6498	455	1	https://doi.org/10.1080/15391523.2020.1726235	https://doi.org/10.1080/15391523.2020.1726235	VERB
easat-6498	456	1	[	[	X
easat-6498	456	2	15	15	NUM
easat-6498	456	3	]	]	X
easat-6498	456	4	m.	m.	NOUN
easat-6498	456	5	dodgson	dodgson	PROPN
easat-6498	456	6	,	,	PUNCT
easat-6498	456	7	s.	s.	PROPN
easat-6498	456	8	ash	ash	PROPN
easat-6498	456	9	,	,	PUNCT
easat-6498	456	10	j.	j.	PROPN
easat-6498	456	11	andrews	andrews	PROPN
easat-6498	456	12	,	,	PUNCT
easat-6498	456	13	and	and	CCONJ
easat-6498	456	14	n.	n.	PROPN
easat-6498	456	15	phillips	phillips	PROPN
easat-6498	456	16	,	,	PUNCT
easat-6498	456	17	"	"	PUNCT
easat-6498	456	18	managing	manage	VERB
easat-6498	456	19	technology	technology	NOUN
easat-6498	456	20	-	-	PUNCT
easat-6498	456	21	enabled	enable	VERB
easat-6498	456	22	innovation	innovation	NOUN
easat-6498	456	23	in	in	ADP
easat-6498	456	24	a	a	DET
easat-6498	456	25	professional	professional	ADJ
easat-6498	456	26	services	service	NOUN
easat-6498	456	27	firm	firm	NOUN
easat-6498	456	28	:	:	PUNCT
easat-6498	456	29	a	a	DET
easat-6498	456	30	cooperative	cooperative	ADJ
easat-6498	456	31	case	case	NOUN
easat-6498	456	32	study	study	NOUN
easat-6498	456	33	,	,	PUNCT
easat-6498	456	34	"	"	PUNCT
easat-6498	456	35	academy	academy	NOUN
easat-6498	456	36	of	of	ADP
easat-6498	456	37	management	management	NOUN
easat-6498	456	38	discoveries	discovery	NOUN
easat-6498	456	39	,	,	PUNCT
easat-6498	456	40	vol	vol	NOUN
easat-6498	456	41	.	.	PROPN
easat-6498	456	42	8	8	NUM
easat-6498	456	43	,	,	PUNCT
easat-6498	456	44	no	no	INTJ
easat-6498	456	45	.	.	NOUN
easat-6498	456	46	4	4	NUM
easat-6498	456	47	,	,	PUNCT
easat-6498	456	48	pp	pp	ADJ
easat-6498	456	49	.	.	PUNCT
easat-6498	457	1	509	509	NUM
easat-6498	457	2	-	-	SYM
easat-6498	457	3	530	530	NUM
easat-6498	457	4	,	,	PUNCT
easat-6498	457	5	2022	2022	NUM
easat-6498	457	6	.	.	PUNCT
easat-6498	458	1	https://doi.org/10.5465/amd.2020.0217	https://doi.org/10.5465/amd.2020.0217	NOUN
easat-6498	459	1	[	[	X
easat-6498	459	2	16	16	NUM
easat-6498	459	3	]	]	PUNCT
easat-6498	459	4	a.	a.	NOUN
easat-6498	459	5	p.	p.	PROPN
easat-6498	459	6	murdan	murdan	PROPN
easat-6498	459	7	and	and	CCONJ
easat-6498	459	8	r.	r.	PROPN
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easat-6498	459	10	,	,	PUNCT
easat-6498	459	11	"	"	PUNCT
easat-6498	459	12	integration	integration	NOUN
easat-6498	459	13	of	of	ADP
easat-6498	459	14	artificial	artificial	ADJ
easat-6498	459	15	intelligence	intelligence	NOUN
easat-6498	459	16	for	for	ADP
easat-6498	459	17	educational	educational	ADJ
easat-6498	459	18	excellence	excellence	NOUN
easat-6498	459	19	and	and	CCONJ
easat-6498	459	20	innovation	innovation	NOUN
easat-6498	459	21	in	in	ADP
easat-6498	459	22	higher	high	ADJ
easat-6498	459	23	education	education	NOUN
easat-6498	459	24	institutions	institution	NOUN
easat-6498	459	25	,	,	PUNCT
easat-6498	459	26	"	"	PUNCT
easat-6498	459	27	presented	present	VERB
easat-6498	459	28	at	at	ADP
easat-6498	459	29	the	the	DET
easat-6498	459	30	2024	2024	NUM
easat-6498	459	31	1st	1st	ADJ
easat-6498	459	32	international	international	ADJ
easat-6498	459	33	conference	conference	NOUN
easat-6498	459	34	on	on	ADP
easat-6498	459	35	smart	smart	ADJ
easat-6498	459	36	energy	energy	NOUN
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easat-6498	459	38	and	and	CCONJ
easat-6498	459	39	artificial	artificial	ADJ
easat-6498	459	40	intelligence	intelligence	NOUN
easat-6498	459	41	(	(	PUNCT
easat-6498	459	42	sesai	sesai	PROPN
easat-6498	459	43	)	)	PUNCT
easat-6498	459	44	.	.	PUNCT
easat-6498	460	1	ieee	ieee	PROPN
easat-6498	460	2	.	.	PUNCT
easat-6498	460	3	https://doi.org/10.1109/sesai53452.2024.00009	https://doi.org/10.1109/sesai53452.2024.00009	NUM
easat-6498	460	4	,	,	PUNCT
easat-6498	460	5	2024	2024	NUM
easat-6498	460	6	.	.	PUNCT
easat-6498	461	1	[	[	X
easat-6498	461	2	17	17	NUM
easat-6498	461	3	]	]	PUNCT
easat-6498	461	4	m.	m.	NOUN
easat-6498	461	5	radif	radif	NOUN
easat-6498	461	6	and	and	CCONJ
easat-6498	461	7	o.	o.	PROPN
easat-6498	461	8	m.	m.	PROPN
easat-6498	461	9	hameed	hameed	PROPN
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easat-6498	461	11	"	"	PUNCT
easat-6498	461	12	ai	ai	ADJ
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easat-6498	461	14	driven	drive	VERB
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easat-6498	461	16	in	in	ADP
easat-6498	461	17	e	e	NOUN
easat-6498	461	18	-	-	NOUN
easat-6498	461	19	learning	learning	NOUN
easat-6498	461	20	:	:	PUNCT
easat-6498	461	21	transforming	transform	VERB
easat-6498	461	22	educational	educational	ADJ
easat-6498	461	23	paradigms	paradigm	NOUN
easat-6498	461	24	for	for	ADP
easat-6498	461	25	enhanced	enhanced	ADJ
easat-6498	461	26	learning	learning	NOUN
easat-6498	461	27	outcomes	outcome	NOUN
easat-6498	461	28	,	,	PUNCT
easat-6498	461	29	"	"	PUNCT
easat-6498	461	30	arts	art	NOUN
easat-6498	461	31	educa	educa	NOUN
easat-6498	461	32	,	,	PUNCT
easat-6498	461	33	vol	vol	NOUN
easat-6498	461	34	.	.	PROPN
easat-6498	461	35	38	38	NUM
easat-6498	461	36	,	,	PUNCT
easat-6498	461	37	2024	2024	NUM
easat-6498	461	38	.	.	PUNCT
easat-6498	462	1	https://doi.org/10.1007/s12345-024-00456-9	https://doi.org/10.1007/s12345-024-00456-9	PROPN
easat-6498	462	2	[	[	X
easat-6498	462	3	18	18	NUM
easat-6498	462	4	]	]	X
easat-6498	462	5	w.	w.	PROPN
easat-6498	462	6	green	green	PROPN
easat-6498	462	7	,	,	PUNCT
easat-6498	462	8	v.	v.	PROPN
easat-6498	462	9	anderson	anderson	PROPN
easat-6498	462	10	,	,	PUNCT
easat-6498	462	11	k.	k.	PROPN
easat-6498	462	12	tait	tait	PROPN
easat-6498	462	13	,	,	PUNCT
easat-6498	462	14	and	and	CCONJ
easat-6498	462	15	l.	l.	PROPN
easat-6498	462	16	t.	t.	PROPN
easat-6498	462	17	tran	tran	PROPN
easat-6498	462	18	,	,	PUNCT
easat-6498	462	19	"	"	PUNCT
easat-6498	462	20	precarity	precarity	NOUN
easat-6498	462	21	,	,	PUNCT
easat-6498	462	22	fear	fear	NOUN
easat-6498	462	23	and	and	CCONJ
easat-6498	462	24	hope	hope	NOUN
easat-6498	462	25	:	:	PUNCT
easat-6498	462	26	reflecting	reflect	VERB
easat-6498	462	27	and	and	CCONJ
easat-6498	462	28	imagining	imagine	VERB
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easat-6498	462	30	higher	high	ADJ
easat-6498	462	31	education	education	NOUN
easat-6498	462	32	during	during	ADP
easat-6498	462	33	a	a	DET
easat-6498	462	34	global	global	ADJ
easat-6498	462	35	pandemic	pandemic	NOUN
easat-6498	462	36	,	,	PUNCT
easat-6498	462	37	"	"	PUNCT
easat-6498	462	38	higher	high	ADJ
easat-6498	462	39	education	education	NOUN
easat-6498	462	40	research	research	NOUN
easat-6498	462	41	&	&	CCONJ
easat-6498	462	42	development	development	PROPN
easat-6498	462	43	,	,	PUNCT
easat-6498	462	44	vol	vol	NOUN
easat-6498	462	45	.	.	PROPN
easat-6498	462	46	39	39	NUM
easat-6498	462	47	,	,	PUNCT
easat-6498	462	48	no	no	INTJ
easat-6498	462	49	.	.	NOUN
easat-6498	462	50	7	7	NUM
easat-6498	462	51	,	,	PUNCT
easat-6498	462	52	pp	pp	ADJ
easat-6498	462	53	.	.	PUNCT
easat-6498	463	1	1309	1309	NUM
easat-6498	463	2	-	-	SYM
easat-6498	463	3	1312	1312	NUM
easat-6498	463	4	,	,	PUNCT
easat-6498	463	5	2020	2020	NUM
easat-6498	463	6	.	.	PUNCT
easat-6498	464	1	https://doi.org/10.1080/07294360.2020.1826029	https://doi.org/10.1080/07294360.2020.1826029	VERB
easat-6498	465	1	[	[	X
easat-6498	465	2	19	19	NUM
easat-6498	465	3	]	]	PUNCT
easat-6498	465	4	j.	j.	PROPN
easat-6498	465	5	huang	huang	PROPN
easat-6498	465	6	,	,	PUNCT
easat-6498	465	7	k.	k.	PROPN
easat-6498	465	8	e.	e.	PROPN
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easat-6498	465	10	,	,	PUNCT
easat-6498	465	11	and	and	CCONJ
easat-6498	465	12	j.	j.	PROPN
easat-6498	465	13	m.	m.	PROPN
easat-6498	465	14	lodge	lodge	PROPN
easat-6498	465	15	,	,	PUNCT
easat-6498	465	16	"	"	PUNCT
easat-6498	465	17	‘	'	PUNCT
easat-6498	465	18	the	the	DET
easat-6498	465	19	university	university	NOUN
easat-6498	465	20	does	do	AUX
easat-6498	465	21	n’t	not	PART
easat-6498	465	22	care	care	VERB
easat-6498	465	23	about	about	ADP
easat-6498	465	24	the	the	DET
easat-6498	465	25	impact	impact	NOUN
easat-6498	465	26	it	it	PRON
easat-6498	465	27	is	be	AUX
easat-6498	465	28	having	have	VERB
easat-6498	465	29	on	on	ADP
easat-6498	465	30	us	we	PRON
easat-6498	465	31	’	'	PUNCT
easat-6498	465	32	:	:	PUNCT
easat-6498	465	33	academic	academic	ADJ
easat-6498	465	34	experiences	experience	NOUN
easat-6498	465	35	of	of	ADP
easat-6498	465	36	the	the	DET
easat-6498	465	37	institutionalisation	institutionalisation	NOUN
easat-6498	465	38	of	of	ADP
easat-6498	465	39	blended	blended	ADJ
easat-6498	465	40	learning	learning	NOUN
easat-6498	465	41	,	,	PUNCT
easat-6498	465	42	"	"	PUNCT
easat-6498	465	43	higher	high	ADJ
easat-6498	465	44	education	education	NOUN
easat-6498	465	45	research	research	NOUN
easat-6498	465	46	&	&	CCONJ
easat-6498	465	47	development	development	PROPN
easat-6498	465	48	,	,	PUNCT
easat-6498	465	49	vol	vol	NOUN
easat-6498	465	50	.	.	PROPN
easat-6498	465	51	41	41	NUM
easat-6498	465	52	,	,	PUNCT
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easat-6498	465	54	.	.	NOUN
easat-6498	465	55	5	5	NUM
easat-6498	465	56	,	,	PUNCT
easat-6498	465	57	pp	pp	ADJ
easat-6498	465	58	.	.	PUNCT
easat-6498	466	1	1557	1557	NUM
easat-6498	466	2	-	-	SYM
easat-6498	466	3	1571	1571	NUM
easat-6498	466	4	,	,	PUNCT
easat-6498	466	5	2022	2022	NUM
easat-6498	466	6	.	.	PUNCT
easat-6498	467	1	https://doi.org/10.1080/07294360.2021.1915965	https://doi.org/10.1080/07294360.2021.1915965	NOUN
easat-6498	468	1	[	[	X
easat-6498	468	2	20	20	NUM
easat-6498	468	3	]	]	PUNCT
easat-6498	468	4	t.-y	t.-y	NOUN
easat-6498	468	5	.	.	PUNCT
easat-6498	469	1	yu	yu	PROPN
easat-6498	469	2	,	,	PUNCT
easat-6498	469	3	"	"	PUNCT
easat-6498	469	4	modelling	model	VERB
easat-6498	469	5	the	the	DET
easat-6498	469	6	factors	factor	NOUN
easat-6498	469	7	that	that	PRON
easat-6498	469	8	affect	affect	VERB
easat-6498	469	9	individuals	individual	NOUN
easat-6498	469	10	'	'	PART
easat-6498	469	11	utilisation	utilisation	NOUN
easat-6498	469	12	of	of	ADP
easat-6498	469	13	online	online	ADJ
easat-6498	469	14	learning	learning	NOUN
easat-6498	469	15	systems	system	NOUN
easat-6498	469	16	:	:	PUNCT
easat-6498	469	17	an	an	DET
easat-6498	469	18	empirical	empirical	ADJ
easat-6498	469	19	study	study	NOUN
easat-6498	469	20	combining	combine	VERB
easat-6498	469	21	the	the	DET
easat-6498	469	22	task	task	NOUN
easat-6498	469	23	technology	technology	NOUN
easat-6498	469	24	fit	fit	ADJ
easat-6498	469	25	model	model	NOUN
easat-6498	469	26	with	with	ADP
easat-6498	469	27	the	the	DET
easat-6498	469	28	theory	theory	NOUN
easat-6498	469	29	of	of	ADP
easat-6498	469	30	planned	planned	ADJ
easat-6498	469	31	behaviour	behaviour	NOUN
easat-6498	469	32	,	,	PUNCT
easat-6498	469	33	"	"	PUNCT
easat-6498	469	34	british	british	ADJ
easat-6498	469	35	journal	journal	NOUN
easat-6498	469	36	of	of	ADP
easat-6498	469	37	educational	educational	ADJ
easat-6498	469	38	technology	technology	NOUN
easat-6498	469	39	,	,	PUNCT
easat-6498	469	40	vol	vol	NOUN
easat-6498	469	41	.	.	PROPN
easat-6498	469	42	41	41	NUM
easat-6498	469	43	,	,	PUNCT
easat-6498	469	44	pp	pp	ADJ
easat-6498	469	45	.	.	PUNCT
easat-6498	469	46	1003	1003	NUM
easat-6498	469	47	-	-	SYM
easat-6498	469	48	1017	1017	NUM
easat-6498	469	49	,	,	PUNCT
easat-6498	469	50	2010	2010	NUM
easat-6498	469	51	.	.	PUNCT
easat-6498	470	1	https://doi.org/10.1111/j.1467-8535.2009.01003.x	https://doi.org/10.1111/j.1467-8535.2009.01003.x	PROPN
easat-6498	471	1	[	[	X
easat-6498	471	2	21	21	NUM
easat-6498	471	3	]	]	PUNCT
easat-6498	471	4	m.	m.	PROPN
easat-6498	471	5	zhang	zhang	PROPN
easat-6498	471	6	and	and	CCONJ
easat-6498	471	7	z.	z.	PROPN
easat-6498	471	8	huang	huang	PROPN
easat-6498	471	9	,	,	PUNCT
easat-6498	471	10	"	"	PUNCT
easat-6498	471	11	crowdsourcing	crowdsource	VERB
easat-6498	471	12	used	use	VERB
easat-6498	471	13	in	in	ADP
easat-6498	471	14	higher	high	ADJ
easat-6498	471	15	education	education	NOUN
easat-6498	471	16	:	:	PUNCT
easat-6498	471	17	an	an	DET
easat-6498	471	18	empirical	empirical	ADJ
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easat-6498	471	21	a	a	DET
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easat-6498	471	23	translation	translation	NOUN
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easat-6498	471	28	crowdsourced	crowdsourced	ADJ
easat-6498	471	29	translation	translation	NOUN
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easat-6498	471	31	"	"	PUNCT
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easat-6498	472	1	https://doi.org/10.3390/su14063140	https://doi.org/10.3390/su14063140	X
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easat-6498	476	44	,	,	PUNCT
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easat-6498	476	46	.	.	PUNCT
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easat-6498	477	2	-	-	SYM
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easat-6498	483	6	,	,	PUNCT
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