id	sid	tid	token	lemma	pos
easat-11490	1	1	edelweiss	edelweiss	PROPN
easat-11490	1	2	applied	apply	VERB
easat-11490	1	3	science	science	NOUN
easat-11490	1	4	and	and	CCONJ
easat-11490	1	5	technology	technology	NOUN
easat-11490	1	6	issn	issn	PROPN
easat-11490	1	7	:	:	PUNCT
easat-11490	1	8	2576	2576	NUM
easat-11490	1	9	-	-	SYM
easat-11490	1	10	8484	8484	NUM
easat-11490	1	11	vol	vol	NOUN
easat-11490	1	12	.	.	PROPN
easat-11490	2	1	10	10	NUM
easat-11490	2	2	,	,	PUNCT
easat-11490	2	3	no	no	INTJ
easat-11490	2	4	.	.	NOUN
easat-11490	2	5	1	1	NUM
easat-11490	2	6	,	,	PUNCT
easat-11490	2	7	16	16	NUM
easat-11490	2	8	-	-	SYM
easat-11490	2	9	26	26	NUM
easat-11490	2	10	2026	2026	NUM
easat-11490	2	11	publisher	publisher	NOUN
easat-11490	2	12	:	:	PUNCT
easat-11490	2	13	learning	learn	VERB
easat-11490	2	14	gate	gate	NOUN
easat-11490	2	15	doi	doi	PROPN
easat-11490	2	16	:	:	PUNCT
easat-11490	2	17	10.55214/2576	10.55214/2576	NUM
easat-11490	2	18	-	-	NUM
easat-11490	2	19	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	2	20	©	©	PROPN
easat-11490	2	21	2026	2026	NUM
easat-11490	2	22	by	by	ADP
easat-11490	2	23	the	the	DET
easat-11490	2	24	authors	author	NOUN
easat-11490	2	25	;	;	PUNCT
easat-11490	2	26	licensee	licensee	PROPN
easat-11490	2	27	learning	learning	NOUN
easat-11490	2	28	gate	gate	NOUN
easat-11490	2	29	©	©	PROPN
easat-11490	2	30	2026	2026	NUM
easat-11490	2	31	by	by	ADP
easat-11490	2	32	the	the	DET
easat-11490	2	33	authors	author	NOUN
easat-11490	2	34	;	;	PUNCT
easat-11490	2	35	licensee	licensee	PROPN
easat-11490	2	36	learning	learning	NOUN
easat-11490	2	37	gate	gate	NOUN
easat-11490	2	38	history	history	NOUN
easat-11490	2	39	:	:	PUNCT
easat-11490	2	40	received	receive	VERB
easat-11490	2	41	:	:	PUNCT
easat-11490	2	42	6	6	NUM
easat-11490	2	43	october	october	NOUN
easat-11490	2	44	2025	2025	NUM
easat-11490	2	45	;	;	PUNCT
easat-11490	2	46	revised	revise	VERB
easat-11490	2	47	:	:	PUNCT
easat-11490	2	48	21	21	NUM
easat-11490	2	49	november	november	NOUN
easat-11490	2	50	2025	2025	NUM
easat-11490	2	51	;	;	PUNCT
easat-11490	2	52	accepted	accept	VERB
easat-11490	2	53	:	:	PUNCT
easat-11490	2	54	25	25	NUM
easat-11490	2	55	november	november	PROPN
easat-11490	2	56	2025	2025	NUM
easat-11490	2	57	;	;	PUNCT
easat-11490	2	58	published	publish	VERB
easat-11490	2	59	:	:	PUNCT
easat-11490	2	60	1	1	NUM
easat-11490	2	61	january	january	PROPN
easat-11490	2	62	2026	2026	NUM
easat-11490	2	63	*	*	PUNCT
easat-11490	2	64	correspondence	correspondence	NOUN
easat-11490	2	65	:	:	PUNCT
easat-11490	2	66	fia@vokasi.ui.ac.id	fia@vokasi.ui.ac.id	NOUN
easat-11490	2	67	navigating	navigate	VERB
easat-11490	2	68	the	the	DET
easat-11490	2	69	need	need	NOUN
easat-11490	2	70	for	for	ADP
easat-11490	2	71	mobile	mobile	ADJ
easat-11490	2	72	apps	app	NOUN
easat-11490	2	73	in	in	ADP
easat-11490	2	74	higher	high	ADJ
easat-11490	2	75	education	education	NOUN
easat-11490	2	76	:	:	PUNCT
easat-11490	2	77	the	the	DET
easat-11490	2	78	mediating	mediate	VERB
easat-11490	2	79	role	role	NOUN
easat-11490	2	80	of	of	ADP
easat-11490	2	81	digital	digital	ADJ
easat-11490	2	82	transformation	transformation	NOUN
easat-11490	2	83	fia	fia	PROPN
easat-11490	2	84	fridayanti	fridayanti	PROPN
easat-11490	2	85	adam1	adam1	PROPN
easat-11490	2	86	,	,	PUNCT
easat-11490	2	87	*	*	PUNCT
easat-11490	2	88	,	,	PUNCT
easat-11490	2	89	debrina	debrina	ADJ
easat-11490	2	90	vita	vita	PROPN
easat-11490	2	91	ferezagia1	ferezagia1	PROPN
easat-11490	2	92	,	,	PUNCT
easat-11490	2	93	niko	niko	PROPN
easat-11490	2	94	grataridarga1	grataridarga1	PROPN
easat-11490	2	95	,	,	PUNCT
easat-11490	2	96	ngurah	ngurah	PROPN
easat-11490	2	97	rangga	rangga	PROPN
easat-11490	2	98	wiwesa1	wiwesa1	PROPN
easat-11490	2	99	,	,	PUNCT
easat-11490	2	100	nailul	nailul	PROPN
easat-11490	2	101	mona1	mona1	PROPN
easat-11490	2	102	,	,	PUNCT
easat-11490	2	103	melisa	melisa	PROPN
easat-11490	2	104	bunga	bunga	PROPN
easat-11490	2	105	altamira1	altamira1	PROPN
easat-11490	2	106	,	,	PUNCT
easat-11490	2	107	anusuyah	anusuyah	NOUN
easat-11490	2	108	subarrao2	subarrao2	PROPN
easat-11490	2	109	,	,	PUNCT
easat-11490	2	110	nasreen	nasreen	ADJ
easat-11490	2	111	khan2	khan2	NOUN
easat-11490	2	112	1universitas	1universitas	NUM
easat-11490	2	113	indonesia	indonesia	NOUN
easat-11490	2	114	;	;	PUNCT
easat-11490	2	115	fia@vokasi.ui.ac.id	fia@vokasi.ui.ac.id	PROPN
easat-11490	2	116	(	(	PUNCT
easat-11490	2	117	f.f.a	f.f.a	ADJ
easat-11490	2	118	)	)	PUNCT
easat-11490	2	119	debrinavita@ui.ac.id	debrinavita@ui.ac.id	PROPN
easat-11490	2	120	(	(	PUNCT
easat-11490	2	121	d.v.f	d.v.f	PROPN
easat-11490	2	122	)	)	PUNCT
easat-11490	2	123	nikogra-taridarga@ui.ac.id	nikogra-taridarga@ui.ac.id	PUNCT
easat-11490	2	124	(	(	PUNCT
easat-11490	2	125	n.g	n.g	PROPN
easat-11490	2	126	.	.	PUNCT
easat-11490	2	127	)	)	PUNCT
easat-11490	3	1	rangga.wisesa@ui.ac.id	rangga.wisesa@ui.ac.id	PROPN
easat-11490	3	2	(	(	PUNCT
easat-11490	3	3	n.r.w	n.r.w	NOUN
easat-11490	3	4	)	)	PUNCT
easat-11490	3	5	nailulmona@ui.ac.id	nailulmona@ui.ac.id	PROPN
easat-11490	3	6	(	(	PUNCT
easat-11490	3	7	n.m	n.m	NOUN
easat-11490	3	8	)	)	PUNCT
easat-11490	3	9	melisa.altamira@ui.ac.id	melisa.altamira@ui.ac.id	NOUN
easat-11490	3	10	(	(	PUNCT
easat-11490	3	11	m.b.a	m.b.a	NOUN
easat-11490	3	12	.	.	PUNCT
easat-11490	3	13	)	)	PUNCT
easat-11490	3	14	.	.	PUNCT
easat-11490	4	1	2multimedia	2multimedia	NUM
easat-11490	4	2	university	university	NOUN
easat-11490	4	3	malaysia	malaysia	NOUN
easat-11490	4	4	;	;	PUNCT
easat-11490	4	5	anusuyah.subbarao@mmu.edu.my	anusuyah.subbarao@mmu.edu.my	X
easat-11490	4	6	(	(	PUNCT
easat-11490	4	7	a.s	a.s	PROPN
easat-11490	4	8	.	.	PROPN
easat-11490	4	9	)	)	PUNCT
easat-11490	4	10	nasreen.khan@mmu.edu.my	nasreen.khan@mmu.edu.my	ADP
easat-11490	4	11	(	(	PUNCT
easat-11490	4	12	n.k	n.k	PROPN
easat-11490	4	13	.	.	PUNCT
easat-11490	4	14	)	)	PUNCT
easat-11490	4	15	.	.	PUNCT
easat-11490	5	1	abstract	abstract	ADV
easat-11490	5	2	:	:	PUNCT
easat-11490	5	3	in	in	ADP
easat-11490	5	4	today	today	NOUN
easat-11490	5	5	's	's	PART
easat-11490	5	6	fast	fast	ADV
easat-11490	5	7	-	-	PUNCT
easat-11490	5	8	paced	pace	VERB
easat-11490	5	9	and	and	CCONJ
easat-11490	5	10	interconnected	interconnected	ADJ
easat-11490	5	11	digital	digital	ADJ
easat-11490	5	12	era	era	NOUN
easat-11490	5	13	,	,	PUNCT
easat-11490	5	14	universities	university	NOUN
easat-11490	5	15	must	must	AUX
easat-11490	5	16	provide	provide	VERB
easat-11490	5	17	digital	digital	ADJ
easat-11490	5	18	academic	academic	ADJ
easat-11490	5	19	support	support	NOUN
easat-11490	5	20	services	service	NOUN
easat-11490	5	21	to	to	PART
easat-11490	5	22	facilitate	facilitate	VERB
easat-11490	5	23	effective	effective	ADJ
easat-11490	5	24	learning	learning	NOUN
easat-11490	5	25	for	for	ADP
easat-11490	5	26	students	student	NOUN
easat-11490	5	27	.	.	PUNCT
easat-11490	6	1	universitas	universitas	PROPN
easat-11490	6	2	indonesia	indonesia	PROPN
easat-11490	6	3	(	(	PUNCT
easat-11490	6	4	ui	ui	PROPN
easat-11490	6	5	)	)	PUNCT
easat-11490	6	6	,	,	PUNCT
easat-11490	6	7	as	as	ADP
easat-11490	6	8	part	part	NOUN
easat-11490	6	9	of	of	ADP
easat-11490	6	10	higher	high	ADJ
easat-11490	6	11	education	education	NOUN
easat-11490	6	12	,	,	PUNCT
easat-11490	6	13	has	have	AUX
easat-11490	6	14	implemented	implement	VERB
easat-11490	6	15	comprehensive	comprehensive	ADJ
easat-11490	6	16	academic	academic	ADJ
easat-11490	6	17	digitalization	digitalization	NOUN
easat-11490	6	18	,	,	PUNCT
easat-11490	6	19	but	but	CCONJ
easat-11490	6	20	most	most	ADJ
easat-11490	6	21	of	of	ADP
easat-11490	6	22	these	these	PRON
easat-11490	6	23	are	be	AUX
easat-11490	6	24	webbased	webbase	VERB
easat-11490	6	25	.	.	PUNCT
easat-11490	7	1	since	since	SCONJ
easat-11490	7	2	mobile	mobile	ADJ
easat-11490	7	3	apps	app	NOUN
easat-11490	7	4	are	be	AUX
easat-11490	7	5	growing	grow	VERB
easat-11490	7	6	,	,	PUNCT
easat-11490	7	7	the	the	DET
easat-11490	7	8	need	need	NOUN
easat-11490	7	9	for	for	ADP
easat-11490	7	10	such	such	ADJ
easat-11490	7	11	applications	application	NOUN
easat-11490	7	12	has	have	AUX
easat-11490	7	13	become	become	VERB
easat-11490	7	14	necessary	necessary	ADJ
easat-11490	7	15	.	.	PUNCT
easat-11490	8	1	this	this	DET
easat-11490	8	2	study	study	NOUN
easat-11490	8	3	aims	aim	VERB
easat-11490	8	4	to	to	PART
easat-11490	8	5	analyze	analyze	VERB
easat-11490	8	6	the	the	DET
easat-11490	8	7	digital	digital	ADJ
easat-11490	8	8	transformation	transformation	NOUN
easat-11490	8	9	process	process	NOUN
easat-11490	8	10	of	of	ADP
easat-11490	8	11	campus	campus	NOUN
easat-11490	8	12	support	support	NOUN
easat-11490	8	13	services	service	NOUN
easat-11490	8	14	at	at	ADP
easat-11490	8	15	ui	ui	PROPN
easat-11490	8	16	and	and	CCONJ
easat-11490	8	17	assess	assess	VERB
easat-11490	8	18	the	the	DET
easat-11490	8	19	need	need	NOUN
easat-11490	8	20	for	for	ADP
easat-11490	8	21	mobile	mobile	ADJ
easat-11490	8	22	apps	app	NOUN
easat-11490	8	23	,	,	PUNCT
easat-11490	8	24	which	which	PRON
easat-11490	8	25	are	be	AUX
easat-11490	8	26	limited	limit	VERB
easat-11490	8	27	to	to	ADP
easat-11490	8	28	three	three	NUM
easat-11490	8	29	applications	application	NOUN
easat-11490	8	30	at	at	ADP
easat-11490	8	31	ui	ui	PROPN
easat-11490	8	32	:	:	PUNCT
easat-11490	8	33	siak	siak	PROPN
easat-11490	8	34	-	-	PROPN
easat-11490	8	35	ng	ng	PROPN
easat-11490	8	36	,	,	PUNCT
easat-11490	8	37	emas	emas	PROPN
easat-11490	8	38	,	,	PUNCT
easat-11490	8	39	and	and	CCONJ
easat-11490	8	40	sigma	sigma	PROPN
easat-11490	8	41	.	.	PUNCT
easat-11490	9	1	data	datum	NOUN
easat-11490	9	2	collection	collection	NOUN
easat-11490	9	3	was	be	AUX
easat-11490	9	4	obtained	obtain	VERB
easat-11490	9	5	through	through	ADP
easat-11490	9	6	direct	direct	ADJ
easat-11490	9	7	surveys	survey	NOUN
easat-11490	9	8	distributed	distribute	VERB
easat-11490	9	9	to	to	ADP
easat-11490	9	10	589	589	NUM
easat-11490	9	11	ui	ui	NOUN
easat-11490	9	12	vocational	vocational	ADJ
easat-11490	9	13	students	student	NOUN
easat-11490	9	14	.	.	PUNCT
easat-11490	10	1	data	datum	NOUN
easat-11490	10	2	analysis	analysis	NOUN
easat-11490	10	3	was	be	AUX
easat-11490	10	4	conducted	conduct	VERB
easat-11490	10	5	quantitatively	quantitatively	ADV
easat-11490	10	6	using	use	VERB
easat-11490	10	7	structural	structural	ADJ
easat-11490	10	8	equation	equation	NOUN
easat-11490	10	9	modeling	modeling	NOUN
easat-11490	10	10	-	-	PUNCT
easat-11490	10	11	partial	partial	ADJ
easat-11490	10	12	least	least	ADJ
easat-11490	10	13	squares	square	NOUN
easat-11490	10	14	(	(	PUNCT
easat-11490	10	15	sem	sem	NOUN
easat-11490	10	16	-	-	PUNCT
easat-11490	10	17	pls	pls	NOUN
easat-11490	10	18	)	)	PUNCT
easat-11490	10	19	.	.	PUNCT
easat-11490	11	1	the	the	DET
easat-11490	11	2	findings	finding	NOUN
easat-11490	11	3	indicate	indicate	VERB
easat-11490	11	4	that	that	SCONJ
easat-11490	11	5	digital	digital	ADJ
easat-11490	11	6	transformation	transformation	NOUN
easat-11490	11	7	significantly	significantly	ADV
easat-11490	11	8	moderates	moderate	VERB
easat-11490	11	9	the	the	DET
easat-11490	11	10	relationship	relationship	NOUN
easat-11490	11	11	between	between	ADP
easat-11490	11	12	user	user	NOUN
easat-11490	11	13	experience	experience	NOUN
easat-11490	11	14	and	and	CCONJ
easat-11490	11	15	students	student	NOUN
easat-11490	11	16	'	'	PART
easat-11490	11	17	need	need	NOUN
easat-11490	11	18	for	for	ADP
easat-11490	11	19	mobile	mobile	ADJ
easat-11490	11	20	apps	app	NOUN
easat-11490	11	21	.	.	PUNCT
easat-11490	12	1	the	the	DET
easat-11490	12	2	model	model	NOUN
easat-11490	12	3	demonstrates	demonstrate	VERB
easat-11490	12	4	a	a	DET
easat-11490	12	5	good	good	ADJ
easat-11490	12	6	fit	fit	NOUN
easat-11490	12	7	.	.	PUNCT
easat-11490	13	1	it	it	PRON
easat-11490	13	2	is	be	AUX
easat-11490	13	3	confirmed	confirm	VERB
easat-11490	13	4	that	that	SCONJ
easat-11490	13	5	user	user	NOUN
easat-11490	13	6	experience	experience	NOUN
easat-11490	13	7	has	have	VERB
easat-11490	13	8	a	a	DET
easat-11490	13	9	significant	significant	ADJ
easat-11490	13	10	and	and	CCONJ
easat-11490	13	11	positive	positive	ADJ
easat-11490	13	12	impact	impact	NOUN
easat-11490	13	13	on	on	ADP
easat-11490	13	14	digital	digital	ADJ
easat-11490	13	15	transformation	transformation	NOUN
easat-11490	13	16	,	,	PUNCT
easat-11490	13	17	and	and	CCONJ
easat-11490	13	18	digital	digital	ADJ
easat-11490	13	19	transformation	transformation	NOUN
easat-11490	13	20	significantly	significantly	ADV
easat-11490	13	21	and	and	CCONJ
easat-11490	13	22	positively	positively	ADV
easat-11490	13	23	influences	influence	VERB
easat-11490	13	24	students	student	NOUN
easat-11490	13	25	'	'	PART
easat-11490	13	26	need	need	NOUN
easat-11490	13	27	for	for	ADP
easat-11490	13	28	mobile	mobile	ADJ
easat-11490	13	29	apps	app	NOUN
easat-11490	13	30	.	.	PUNCT
easat-11490	14	1	the	the	DET
easat-11490	14	2	need	need	NOUN
easat-11490	14	3	for	for	ADP
easat-11490	14	4	mobile	mobile	ADJ
easat-11490	14	5	apps	app	NOUN
easat-11490	14	6	in	in	ADP
easat-11490	14	7	higher	high	ADJ
easat-11490	14	8	education	education	NOUN
easat-11490	14	9	continues	continue	VERB
easat-11490	14	10	to	to	PART
easat-11490	14	11	grow	grow	VERB
easat-11490	14	12	alongside	alongside	ADP
easat-11490	14	13	advancements	advancement	NOUN
easat-11490	14	14	in	in	ADP
easat-11490	14	15	technology	technology	NOUN
easat-11490	14	16	and	and	CCONJ
easat-11490	14	17	increasing	increase	VERB
easat-11490	14	18	student	student	NOUN
easat-11490	14	19	expectations	expectation	NOUN
easat-11490	14	20	for	for	ADP
easat-11490	14	21	faster	fast	ADJ
easat-11490	14	22	,	,	PUNCT
easat-11490	14	23	more	more	ADV
easat-11490	14	24	accessible	accessible	ADJ
easat-11490	14	25	services	service	NOUN
easat-11490	14	26	.	.	PUNCT
easat-11490	15	1	keywords	keyword	NOUN
easat-11490	15	2	:	:	PUNCT
easat-11490	15	3	campus	campus	NOUN
easat-11490	15	4	services	service	NOUN
easat-11490	15	5	,	,	PUNCT
easat-11490	15	6	device	device	NOUN
easat-11490	15	7	ownership	ownership	NOUN
easat-11490	15	8	,	,	PUNCT
easat-11490	15	9	digital	digital	ADJ
easat-11490	15	10	transformation	transformation	NOUN
easat-11490	15	11	,	,	PUNCT
easat-11490	15	12	mobile	mobile	ADJ
easat-11490	15	13	apps	app	NOUN
easat-11490	15	14	needed	need	VERB
easat-11490	15	15	,	,	PUNCT
easat-11490	15	16	user	user	NOUN
easat-11490	15	17	experience	experience	NOUN
easat-11490	15	18	.	.	PUNCT
easat-11490	16	1	1	1	X
easat-11490	16	2	.	.	X
easat-11490	16	3	introduction	introduction	NOUN
easat-11490	16	4	digital	digital	ADJ
easat-11490	16	5	transformation	transformation	NOUN
easat-11490	16	6	refers	refer	VERB
easat-11490	16	7	to	to	ADP
easat-11490	16	8	the	the	DET
easat-11490	16	9	organizational	organizational	ADJ
easat-11490	16	10	effort	effort	NOUN
easat-11490	16	11	to	to	PART
easat-11490	16	12	adopt	adopt	VERB
easat-11490	16	13	and	and	CCONJ
easat-11490	16	14	utilize	utilize	VERB
easat-11490	16	15	digital	digital	ADJ
easat-11490	16	16	technologies	technology	NOUN
easat-11490	16	17	such	such	ADJ
easat-11490	16	18	as	as	ADP
easat-11490	16	19	cloud	cloud	NOUN
easat-11490	16	20	computing	computing	NOUN
easat-11490	16	21	,	,	PUNCT
easat-11490	16	22	internet	internet	NOUN
easat-11490	16	23	of	of	ADP
easat-11490	16	24	things	thing	NOUN
easat-11490	16	25	(	(	PUNCT
easat-11490	16	26	iot	iot	NOUN
easat-11490	16	27	)	)	PUNCT
easat-11490	16	28	,	,	PUNCT
easat-11490	16	29	blockchain	blockchain	PROPN
easat-11490	16	30	(	(	PUNCT
easat-11490	16	31	bc	bc	PROPN
easat-11490	16	32	)	)	PUNCT
easat-11490	16	33	,	,	PUNCT
easat-11490	16	34	artificial	artificial	ADJ
easat-11490	16	35	intelligence	intelligence	NOUN
easat-11490	16	36	(	(	PUNCT
easat-11490	16	37	ai	ai	NOUN
easat-11490	16	38	)	)	PUNCT
easat-11490	16	39	,	,	PUNCT
easat-11490	16	40	and	and	CCONJ
easat-11490	16	41	machine	machine	NOUN
easat-11490	16	42	learning	learning	NOUN
easat-11490	16	43	(	(	PUNCT
easat-11490	16	44	ml	ml	NOUN
easat-11490	16	45	)	)	PUNCT
easat-11490	17	1	[	[	X
easat-11490	17	2	1	1	NUM
easat-11490	17	3	]	]	PUNCT
easat-11490	17	4	.	.	PUNCT
easat-11490	18	1	digital	digital	ADJ
easat-11490	18	2	transformation	transformation	NOUN
easat-11490	18	3	is	be	AUX
easat-11490	18	4	"	"	PUNCT
easat-11490	18	5	a	a	DET
easat-11490	18	6	process	process	NOUN
easat-11490	18	7	aimed	aim	VERB
easat-11490	18	8	at	at	ADP
easat-11490	18	9	enhancing	enhance	VERB
easat-11490	18	10	an	an	DET
easat-11490	18	11	entity	entity	NOUN
easat-11490	18	12	by	by	ADP
easat-11490	18	13	inducing	induce	VERB
easat-11490	18	14	significant	significant	ADJ
easat-11490	18	15	changes	change	NOUN
easat-11490	18	16	in	in	ADP
easat-11490	18	17	its	its	PRON
easat-11490	18	18	properties	property	NOUN
easat-11490	18	19	through	through	ADP
easat-11490	18	20	a	a	DET
easat-11490	18	21	combination	combination	NOUN
easat-11490	18	22	of	of	ADP
easat-11490	18	23	information	information	NOUN
easat-11490	18	24	technology	technology	NOUN
easat-11490	18	25	,	,	PUNCT
easat-11490	18	26	computing	computing	NOUN
easat-11490	18	27	,	,	PUNCT
easat-11490	18	28	communication	communication	NOUN
easat-11490	18	29	,	,	PUNCT
easat-11490	18	30	and	and	CCONJ
easat-11490	18	31	connectivity	connectivity	NOUN
easat-11490	18	32	"	"	PUNCT
easat-11490	18	33	[	[	X
easat-11490	18	34	2	2	NUM
easat-11490	18	35	]	]	PUNCT
easat-11490	18	36	.	.	PUNCT
easat-11490	19	1	this	this	DET
easat-11490	19	2	framework	framework	NOUN
easat-11490	19	3	views	view	VERB
easat-11490	19	4	digital	digital	ADJ
easat-11490	19	5	transformation	transformation	NOUN
easat-11490	19	6	as	as	ADP
easat-11490	19	7	the	the	DET
easat-11490	19	8	mechanism	mechanism	NOUN
easat-11490	19	9	by	by	ADP
easat-11490	19	10	which	which	PRON
easat-11490	19	11	organizations	organization	NOUN
easat-11490	19	12	respond	respond	VERB
easat-11490	19	13	to	to	ADP
easat-11490	19	14	changes	change	NOUN
easat-11490	19	15	in	in	ADP
easat-11490	19	16	their	their	PRON
easat-11490	19	17	environments	environment	NOUN
easat-11490	19	18	using	use	VERB
easat-11490	19	19	digital	digital	ADJ
easat-11490	19	20	technologies	technology	NOUN
easat-11490	19	21	.	.	PUNCT
easat-11490	20	1	one	one	NUM
easat-11490	20	2	of	of	ADP
easat-11490	20	3	the	the	DET
easat-11490	20	4	key	key	ADJ
easat-11490	20	5	factors	factor	NOUN
easat-11490	20	6	supporting	support	VERB
easat-11490	20	7	the	the	DET
easat-11490	20	8	success	success	NOUN
easat-11490	20	9	of	of	ADP
easat-11490	20	10	digital	digital	ADJ
easat-11490	20	11	transformation	transformation	NOUN
easat-11490	20	12	is	be	AUX
easat-11490	20	13	the	the	DET
easat-11490	20	14	public	public	NOUN
easat-11490	20	15	’s	’s	PART
easat-11490	20	16	access	access	NOUN
easat-11490	20	17	to	to	ADP
easat-11490	20	18	digital	digital	ADJ
easat-11490	20	19	devices	device	NOUN
easat-11490	20	20	,	,	PUNCT
easat-11490	20	21	such	such	ADJ
easat-11490	20	22	as	as	ADP
easat-11490	20	23	laptops	laptop	NOUN
easat-11490	20	24	,	,	PUNCT
easat-11490	20	25	tablets	tablet	NOUN
easat-11490	20	26	,	,	PUNCT
easat-11490	20	27	or	or	CCONJ
easat-11490	20	28	smartphones	smartphone	NOUN
easat-11490	20	29	.	.	PUNCT
easat-11490	21	1	devices	device	NOUN
easat-11490	21	2	with	with	ADP
easat-11490	21	3	high	high	ADJ
easat-11490	21	4	specifications	specification	NOUN
easat-11490	21	5	,	,	PUNCT
easat-11490	21	6	such	such	ADJ
easat-11490	21	7	as	as	ADP
easat-11490	21	8	fast	fast	ADJ
easat-11490	21	9	processors	processor	NOUN
easat-11490	21	10	,	,	PUNCT
easat-11490	21	11	large	large	ADJ
easat-11490	21	12	ram	ram	NOUN
easat-11490	21	13	capacity	capacity	NOUN
easat-11490	21	14	,	,	PUNCT
easat-11490	21	15	ample	ample	ADJ
easat-11490	21	16	storage	storage	NOUN
easat-11490	21	17	,	,	PUNCT
easat-11490	21	18	4g/5	4g/5	NUM
easat-11490	21	19	g	g	NOUN
easat-11490	21	20	network	network	NOUN
easat-11490	21	21	support	support	NOUN
easat-11490	21	22	,	,	PUNCT
easat-11490	21	23	and	and	CCONJ
easat-11490	21	24	high	high	ADJ
easat-11490	21	25	-	-	PUNCT
easat-11490	21	26	quality	quality	NOUN
easat-11490	21	27	display	display	NOUN
easat-11490	21	28	,	,	PUNCT
easat-11490	21	29	enable	enable	VERB
easat-11490	21	30	users	user	NOUN
easat-11490	21	31	to	to	PART
easat-11490	21	32	access	access	VERB
easat-11490	21	33	various	various	ADJ
easat-11490	21	34	applications	application	NOUN
easat-11490	21	35	and	and	CCONJ
easat-11490	21	36	digital	digital	ADJ
easat-11490	21	37	platforms	platform	NOUN
easat-11490	21	38	more	more	ADV
easat-11490	21	39	quickly	quickly	ADV
easat-11490	21	40	,	,	PUNCT
easat-11490	21	41	smoothly	smoothly	ADV
easat-11490	21	42	,	,	PUNCT
easat-11490	21	43	and	and	CCONJ
easat-11490	21	44	comfortably	comfortably	ADV
easat-11490	21	45	.	.	PUNCT
easat-11490	22	1	in	in	ADP
easat-11490	22	2	contrast	contrast	NOUN
easat-11490	22	3	,	,	PUNCT
easat-11490	22	4	individuals	individual	NOUN
easat-11490	22	5	with	with	ADP
easat-11490	22	6	low	low	ADJ
easat-11490	22	7	-	-	PUNCT
easat-11490	22	8	specification	specification	NOUN
easat-11490	22	9	devices	device	NOUN
easat-11490	22	10	often	often	ADV
easat-11490	22	11	face	face	VERB
easat-11490	22	12	technical	technical	ADJ
easat-11490	22	13	issues	issue	NOUN
easat-11490	22	14	such	such	ADJ
easat-11490	22	15	as	as	ADP
easat-11490	22	16	sluggish	sluggish	ADJ
easat-11490	22	17	performance	performance	NOUN
easat-11490	22	18	,	,	PUNCT
easat-11490	22	19	incompatibility	incompatibility	NOUN
easat-11490	22	20	with	with	ADP
easat-11490	22	21	newer	new	ADJ
easat-11490	22	22	apps	app	NOUN
easat-11490	22	23	,	,	PUNCT
easat-11490	22	24	or	or	CCONJ
easat-11490	22	25	limited	limited	ADJ
easat-11490	22	26	network	network	NOUN
easat-11490	22	27	access	access	NOUN
easat-11490	22	28	,	,	PUNCT
easat-11490	22	29	all	all	PRON
easat-11490	22	30	of	of	ADP
easat-11490	22	31	which	which	PRON
easat-11490	22	32	ultimately	ultimately	ADV
easat-11490	22	33	hinder	hinder	VERB
easat-11490	22	34	their	their	PRON
easat-11490	22	35	participation	participation	NOUN
easat-11490	22	36	in	in	ADP
easat-11490	22	37	the	the	DET
easat-11490	22	38	digital	digital	ADJ
easat-11490	22	39	transformation	transformation	NOUN
easat-11490	22	40	process	process	NOUN
easat-11490	22	41	.	.	PUNCT
easat-11490	23	1	device	device	NOUN
easat-11490	23	2	ownership	ownership	NOUN
easat-11490	23	3	in	in	ADP
easat-11490	23	4	this	this	DET
easat-11490	23	5	era	era	NOUN
easat-11490	23	6	is	be	AUX
easat-11490	23	7	less	less	ADJ
easat-11490	23	8	about	about	ADP
easat-11490	23	9	outright	outright	ADJ
easat-11490	23	10	possession	possession	NOUN
easat-11490	23	11	and	and	CCONJ
easat-11490	23	12	more	more	ADJ
easat-11490	23	13	about	about	ADP
easat-11490	23	14	seamless	seamless	ADJ
easat-11490	23	15	access	access	NOUN
easat-11490	23	16	,	,	PUNCT
easat-11490	23	17	flexible	flexible	ADJ
easat-11490	23	18	usage	usage	NOUN
easat-11490	23	19	,	,	PUNCT
easat-11490	23	20	and	and	CCONJ
easat-11490	23	21	the	the	DET
easat-11490	23	22	services	service	NOUN
easat-11490	23	23	that	that	PRON
easat-11490	23	24	devices	device	NOUN
easat-11490	23	25	enable	enable	VERB
easat-11490	23	26	.	.	PUNCT
easat-11490	24	1	this	this	DET
easat-11490	24	2	shift	shift	NOUN
easat-11490	24	3	brings	bring	VERB
easat-11490	24	4	both	both	DET
easat-11490	24	5	opportunities	opportunity	NOUN
easat-11490	24	6	for	for	ADP
easat-11490	24	7	innovation	innovation	NOUN
easat-11490	24	8	and	and	CCONJ
easat-11490	24	9	challenges	challenge	NOUN
easat-11490	24	10	related	relate	VERB
easat-11490	24	11	to	to	ADP
easat-11490	24	12	privacy	privacy	NOUN
easat-11490	24	13	,	,	PUNCT
easat-11490	24	14	security	security	NOUN
easat-11490	24	15	,	,	PUNCT
easat-11490	24	16	and	and	CCONJ
easat-11490	24	17	sustainability	sustainability	NOUN
easat-11490	24	18	.	.	PUNCT
easat-11490	25	1	internet	internet	NOUN
easat-11490	25	2	accessibility	accessibility	NOUN
easat-11490	25	3	refers	refer	VERB
easat-11490	25	4	to	to	ADP
easat-11490	25	5	the	the	DET
easat-11490	25	6	ability	ability	NOUN
easat-11490	25	7	of	of	ADP
easat-11490	25	8	all	all	DET
easat-11490	25	9	individuals	individual	NOUN
easat-11490	25	10	,	,	PUNCT
easat-11490	25	11	regardless	regardless	ADV
easat-11490	25	12	of	of	ADP
easat-11490	25	13	their	their	PRON
easat-11490	25	14	physical	physical	ADJ
easat-11490	25	15	or	or	CCONJ
easat-11490	25	16	cognitive	cognitive	ADJ
easat-11490	25	17	abilities	ability	NOUN
easat-11490	25	18	or	or	CCONJ
easat-11490	25	19	socio	socio	NOUN
easat-11490	25	20	-	-	PUNCT
easat-11490	25	21	economic	economic	ADJ
easat-11490	25	22	circumstances	circumstance	NOUN
easat-11490	25	23	,	,	PUNCT
easat-11490	25	24	to	to	PART
easat-11490	25	25	https://orcid.org/0009-0000-4487-4584	https://orcid.org/0009-0000-4487-4584	PROPN
easat-11490	25	26	https://orcid.org/0000-0002-2679-6997	https://orcid.org/0000-0002-2679-6997	PROPN
easat-11490	25	27	https://orcid.org/0000-0001-8146-5894	https://orcid.org/0000-0001-8146-5894	PROPN
easat-11490	25	28	https://orcid.org/0000-0002-7322-7885	https://orcid.org/0000-0002-7322-7885	PROPN
easat-11490	25	29	https://orcid.org/0000-0002-4187-1895	https://orcid.org/0000-0002-4187-1895	PROPN
easat-11490	25	30	https://orcid.org/0000-0002-2474-1319	https://orcid.org/0000-0002-2474-1319	PROPN
easat-11490	25	31	https://orcid.org/0000-0002-0384-5821	https://orcid.org/0000-0002-0384-5821	NOUN
easat-11490	25	32	https://orcid.org/0000-0002-8000-2000	https://orcid.org/0000-0002-8000-2000	PROPN
easat-11490	25	33	17	17	NUM
easat-11490	25	34	edelweiss	edelweiss	PROPN
easat-11490	25	35	applied	apply	VERB
easat-11490	25	36	science	science	NOUN
easat-11490	25	37	and	and	CCONJ
easat-11490	25	38	technology	technology	NOUN
easat-11490	25	39	issn	issn	PROPN
easat-11490	25	40	:	:	PUNCT
easat-11490	25	41	2576	2576	NUM
easat-11490	25	42	-	-	SYM
easat-11490	25	43	8484	8484	NUM
easat-11490	25	44	vol	vol	NOUN
easat-11490	25	45	.	.	PROPN
easat-11490	26	1	10	10	NUM
easat-11490	26	2	,	,	PUNCT
easat-11490	26	3	no	no	INTJ
easat-11490	26	4	.	.	NOUN
easat-11490	26	5	1	1	NUM
easat-11490	26	6	:	:	SYM
easat-11490	26	7	16	16	NUM
easat-11490	26	8	-	-	SYM
easat-11490	26	9	26	26	NUM
easat-11490	26	10	,	,	PUNCT
easat-11490	26	11	2026	2026	NUM
easat-11490	26	12	doi	doi	NOUN
easat-11490	26	13	:	:	PUNCT
easat-11490	26	14	10.55214/2576	10.55214/2576	NUM
easat-11490	26	15	-	-	NUM
easat-11490	26	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	26	17	©	©	PROPN
easat-11490	26	18	2026	2026	NUM
easat-11490	26	19	by	by	ADP
easat-11490	26	20	the	the	DET
easat-11490	26	21	authors	author	NOUN
easat-11490	26	22	;	;	PUNCT
easat-11490	26	23	licensee	licensee	PROPN
easat-11490	26	24	learning	learn	VERB
easat-11490	26	25	gate	gate	NOUN
easat-11490	26	26	access	access	NOUN
easat-11490	26	27	and	and	CCONJ
easat-11490	26	28	use	use	VERB
easat-11490	26	29	the	the	DET
easat-11490	26	30	internet	internet	NOUN
easat-11490	26	31	effectively	effectively	ADV
easat-11490	26	32	.	.	PUNCT
easat-11490	27	1	the	the	DET
easat-11490	27	2	internet	internet	NOUN
easat-11490	27	3	brings	bring	VERB
easat-11490	27	4	a	a	DET
easat-11490	27	5	lot	lot	NOUN
easat-11490	27	6	of	of	ADP
easat-11490	27	7	personalized	personalized	ADJ
easat-11490	27	8	experiences	experience	NOUN
easat-11490	27	9	and	and	CCONJ
easat-11490	27	10	flexibility	flexibility	NOUN
easat-11490	27	11	than	than	SCONJ
easat-11490	27	12	has	have	AUX
easat-11490	27	13	been	be	AUX
easat-11490	27	14	experienced	experience	VERB
easat-11490	27	15	before	before	ADV
easat-11490	27	16	.	.	PUNCT
easat-11490	28	1	the	the	DET
easat-11490	28	2	internet	internet	NOUN
easat-11490	28	3	,	,	PUNCT
easat-11490	28	4	which	which	PRON
easat-11490	28	5	is	be	AUX
easat-11490	28	6	the	the	DET
easat-11490	28	7	hub	hub	NOUN
easat-11490	28	8	of	of	ADP
easat-11490	28	9	almost	almost	ADV
easat-11490	28	10	all	all	PRON
easat-11490	28	11	online	online	ADJ
easat-11490	28	12	technologies	technology	NOUN
easat-11490	28	13	,	,	PUNCT
easat-11490	28	14	is	be	AUX
easat-11490	28	15	very	very	ADV
easat-11490	28	16	important	important	ADJ
easat-11490	28	17	[	[	X
easat-11490	28	18	3	3	NUM
easat-11490	28	19	]	]	PUNCT
easat-11490	28	20	.	.	PUNCT
easat-11490	29	1	in	in	ADP
easat-11490	29	2	an	an	DET
easat-11490	29	3	educational	educational	ADJ
easat-11490	29	4	system	system	NOUN
easat-11490	29	5	of	of	ADP
easat-11490	29	6	a	a	DET
easat-11490	29	7	university	university	NOUN
easat-11490	29	8	,	,	PUNCT
easat-11490	29	9	campus	campus	NOUN
easat-11490	29	10	services	service	NOUN
easat-11490	29	11	play	play	VERB
easat-11490	29	12	a	a	DET
easat-11490	29	13	vital	vital	ADJ
easat-11490	29	14	role	role	NOUN
easat-11490	29	15	in	in	ADP
easat-11490	29	16	ensuring	ensure	VERB
easat-11490	29	17	that	that	SCONJ
easat-11490	29	18	students	student	NOUN
easat-11490	29	19	can	can	AUX
easat-11490	29	20	access	access	VERB
easat-11490	29	21	campus	campus	NOUN
easat-11490	29	22	services	service	NOUN
easat-11490	29	23	easily	easily	ADV
easat-11490	29	24	.	.	PUNCT
easat-11490	30	1	as	as	ADP
easat-11490	30	2	the	the	DET
easat-11490	30	3	main	main	ADJ
easat-11490	30	4	stakeholders	stakeholder	NOUN
easat-11490	30	5	in	in	ADP
easat-11490	30	6	the	the	DET
easat-11490	30	7	university	university	NOUN
easat-11490	30	8	,	,	PUNCT
easat-11490	30	9	students	student	NOUN
easat-11490	30	10	need	need	VERB
easat-11490	30	11	unlimited	unlimited	ADJ
easat-11490	30	12	access	access	NOUN
easat-11490	30	13	to	to	ADP
easat-11490	30	14	campus	campus	NOUN
easat-11490	30	15	services	service	NOUN
easat-11490	30	16	.	.	PUNCT
easat-11490	31	1	therefore	therefore	ADV
easat-11490	31	2	,	,	PUNCT
easat-11490	31	3	generally	generally	ADV
easat-11490	31	4	,	,	PUNCT
easat-11490	31	5	campus	campus	NOUN
easat-11490	31	6	services	service	NOUN
easat-11490	31	7	can	can	AUX
easat-11490	31	8	be	be	AUX
easat-11490	31	9	accessed	access	VERB
easat-11490	31	10	via	via	ADP
easat-11490	31	11	the	the	DET
easat-11490	31	12	official	official	ADJ
easat-11490	31	13	campus	campus	NOUN
easat-11490	31	14	website	website	NOUN
easat-11490	31	15	.	.	PUNCT
easat-11490	32	1	the	the	DET
easat-11490	32	2	more	more	ADV
easat-11490	32	3	complete	complete	ADJ
easat-11490	32	4	the	the	DET
easat-11490	32	5	campus	campus	NOUN
easat-11490	32	6	services	service	NOUN
easat-11490	32	7	,	,	PUNCT
easat-11490	32	8	the	the	PRON
easat-11490	32	9	easier	easy	ADJ
easat-11490	32	10	and	and	CCONJ
easat-11490	32	11	more	more	ADV
easat-11490	32	12	seamless	seamless	ADJ
easat-11490	32	13	their	their	PRON
easat-11490	32	14	students	student	NOUN
easat-11490	32	15	’	'	PUNCT
easat-11490	32	16	business	business	NOUN
easat-11490	32	17	,	,	PUNCT
easat-11490	32	18	which	which	PRON
easat-11490	32	19	in	in	ADP
easat-11490	32	20	turn	turn	NOUN
easat-11490	32	21	can	can	AUX
easat-11490	32	22	support	support	VERB
easat-11490	32	23	them	they	PRON
easat-11490	32	24	in	in	ADP
easat-11490	32	25	finishing	finish	VERB
easat-11490	32	26	their	their	PRON
easat-11490	32	27	education	education	NOUN
easat-11490	32	28	.	.	PUNCT
easat-11490	33	1	to	to	PART
easat-11490	33	2	accommodate	accommodate	VERB
easat-11490	33	3	and	and	CCONJ
easat-11490	33	4	facilitate	facilitate	VERB
easat-11490	33	5	their	their	PRON
easat-11490	33	6	students	student	NOUN
easat-11490	33	7	’	'	PUNCT
easat-11490	33	8	needs	need	NOUN
easat-11490	33	9	,	,	PUNCT
easat-11490	33	10	the	the	DET
easat-11490	33	11	campus	campus	NOUN
easat-11490	33	12	needs	need	VERB
easat-11490	33	13	to	to	PART
easat-11490	33	14	understand	understand	VERB
easat-11490	33	15	their	their	PRON
easat-11490	33	16	students	student	NOUN
easat-11490	33	17	’	'	PUNCT
easat-11490	33	18	needs	need	NOUN
easat-11490	33	19	and	and	CCONJ
easat-11490	33	20	behavior	behavior	NOUN
easat-11490	33	21	:	:	PUNCT
easat-11490	34	1	culture	culture	NOUN
easat-11490	34	2	,	,	PUNCT
easat-11490	34	3	norms	norm	NOUN
easat-11490	34	4	,	,	PUNCT
easat-11490	34	5	students	student	NOUN
easat-11490	34	6	’	'	PUNCT
easat-11490	34	7	willingness	willingness	NOUN
easat-11490	34	8	to	to	PART
easat-11490	34	9	gain	gain	VERB
easat-11490	34	10	and	and	CCONJ
easat-11490	34	11	access	access	NOUN
easat-11490	34	12	information	information	NOUN
easat-11490	34	13	,	,	PUNCT
easat-11490	34	14	as	as	ADV
easat-11490	34	15	well	well	ADV
easat-11490	34	16	as	as	ADP
easat-11490	34	17	the	the	DET
easat-11490	34	18	facilities	facility	NOUN
easat-11490	34	19	provided	provide	VERB
easat-11490	34	20	by	by	ADP
easat-11490	34	21	the	the	DET
easat-11490	34	22	campus	campus	NOUN
easat-11490	34	23	for	for	SCONJ
easat-11490	34	24	them	they	PRON
easat-11490	34	25	to	to	PART
easat-11490	34	26	fulfill	fulfill	VERB
easat-11490	34	27	their	their	PRON
easat-11490	34	28	needs	need	NOUN
easat-11490	34	29	[	[	X
easat-11490	34	30	4	4	NUM
easat-11490	34	31	]	]	PUNCT
easat-11490	34	32	.	.	PUNCT
easat-11490	35	1	traditional	traditional	ADJ
easat-11490	35	2	education	education	NOUN
easat-11490	35	3	is	be	AUX
easat-11490	35	4	based	base	VERB
easat-11490	35	5	on	on	ADP
easat-11490	35	6	a	a	DET
easat-11490	35	7	relatively	relatively	ADV
easat-11490	35	8	small	small	ADJ
easat-11490	35	9	premise	premise	NOUN
easat-11490	35	10	that	that	SCONJ
easat-11490	35	11	the	the	DET
easat-11490	35	12	surrounding	surround	VERB
easat-11490	35	13	world	world	NOUN
easat-11490	35	14	does	do	AUX
easat-11490	35	15	not	not	PART
easat-11490	35	16	change	change	VERB
easat-11490	35	17	much	much	ADV
easat-11490	35	18	after	after	ADP
easat-11490	35	19	the	the	DET
easat-11490	35	20	formative	formative	ADJ
easat-11490	35	21	years	year	NOUN
easat-11490	35	22	and	and	CCONJ
easat-11490	35	23	that	that	SCONJ
easat-11490	35	24	people	people	NOUN
easat-11490	35	25	are	be	AUX
easat-11490	35	26	not	not	PART
easat-11490	35	27	actually	actually	ADV
easat-11490	35	28	mobile	mobile	ADJ
easat-11490	35	29	.	.	PUNCT
easat-11490	36	1	consequently	consequently	ADV
easat-11490	36	2	,	,	PUNCT
easat-11490	36	3	today	today	NOUN
easat-11490	36	4	's	's	PART
easat-11490	36	5	education	education	NOUN
easat-11490	36	6	traditions	tradition	NOUN
easat-11490	36	7	and	and	CCONJ
easat-11490	36	8	systems	system	NOUN
easat-11490	36	9	were	be	AUX
easat-11490	36	10	developed	develop	VERB
easat-11490	36	11	mainly	mainly	ADV
easat-11490	36	12	at	at	ADP
easat-11490	36	13	a	a	DET
easat-11490	36	14	time	time	NOUN
easat-11490	36	15	before	before	ADP
easat-11490	36	16	the	the	DET
easat-11490	36	17	expansion	expansion	NOUN
easat-11490	36	18	of	of	ADP
easat-11490	36	19	accelerated	accelerated	ADJ
easat-11490	36	20	learning	learning	NOUN
easat-11490	36	21	methods	method	NOUN
easat-11490	36	22	.	.	PUNCT
easat-11490	37	1	on	on	ADP
easat-11490	37	2	average	average	ADJ
easat-11490	37	3	,	,	PUNCT
easat-11490	37	4	the	the	DET
easat-11490	37	5	intensity	intensity	NOUN
easat-11490	37	6	of	of	ADP
easat-11490	37	7	innovation	innovation	NOUN
easat-11490	37	8	is	be	AUX
easat-11490	37	9	higher	high	ADJ
easat-11490	37	10	in	in	ADP
easat-11490	37	11	higher	high	ADJ
easat-11490	37	12	education	education	NOUN
easat-11490	37	13	,	,	PUNCT
easat-11490	37	14	where	where	SCONJ
easat-11490	37	15	there	there	PRON
easat-11490	37	16	is	be	VERB
easat-11490	37	17	the	the	DET
easat-11490	37	18	highest	high	ADJ
easat-11490	37	19	level	level	NOUN
easat-11490	37	20	of	of	ADP
easat-11490	37	21	funding	funding	NOUN
easat-11490	37	22	for	for	ADP
easat-11490	37	23	private	private	ADJ
easat-11490	37	24	sector	sector	NOUN
easat-11490	37	25	education	education	NOUN
easat-11490	37	26	,	,	PUNCT
easat-11490	37	27	with	with	ADP
easat-11490	37	28	approximately	approximately	ADV
easat-11490	37	29	equivalent	equivalent	ADJ
easat-11490	37	30	primary	primary	ADJ
easat-11490	37	31	and	and	CCONJ
easat-11490	37	32	secondary	secondary	ADJ
easat-11490	37	33	education	education	NOUN
easat-11490	37	34	in	in	ADP
easat-11490	37	35	terms	term	NOUN
easat-11490	37	36	of	of	ADP
easat-11490	37	37	their	their	PRON
easat-11490	37	38	level	level	NOUN
easat-11490	37	39	of	of	ADP
easat-11490	37	40	innovation	innovation	NOUN
easat-11490	37	41	.	.	PUNCT
easat-11490	38	1	user	user	NOUN
easat-11490	38	2	experience	experience	NOUN
easat-11490	38	3	(	(	PUNCT
easat-11490	38	4	ux	ux	NOUN
easat-11490	38	5	)	)	PUNCT
easat-11490	38	6	is	be	AUX
easat-11490	38	7	a	a	DET
easat-11490	38	8	crucial	crucial	ADJ
easat-11490	38	9	factor	factor	NOUN
easat-11490	38	10	influencing	influence	VERB
easat-11490	38	11	the	the	DET
easat-11490	38	12	effectiveness	effectiveness	NOUN
easat-11490	38	13	and	and	CCONJ
easat-11490	38	14	adoption	adoption	NOUN
easat-11490	38	15	of	of	ADP
easat-11490	38	16	campus	campus	NOUN
easat-11490	38	17	elearning	elearning	NOUN
easat-11490	38	18	applications	application	NOUN
easat-11490	38	19	.	.	PUNCT
easat-11490	39	1	good	good	ADJ
easat-11490	39	2	ux	ux	PROPN
easat-11490	39	3	design	design	NOUN
easat-11490	39	4	ensures	ensure	VERB
easat-11490	39	5	students	student	NOUN
easat-11490	39	6	can	can	AUX
easat-11490	39	7	access	access	VERB
easat-11490	39	8	learning	learn	VERB
easat-11490	39	9	materials	material	NOUN
easat-11490	39	10	intuitively	intuitively	ADV
easat-11490	39	11	,	,	PUNCT
easat-11490	39	12	interact	interact	VERB
easat-11490	39	13	with	with	ADP
easat-11490	39	14	content	content	NOUN
easat-11490	39	15	seamlessly	seamlessly	ADV
easat-11490	39	16	,	,	PUNCT
easat-11490	39	17	and	and	CCONJ
easat-11490	39	18	engage	engage	VERB
easat-11490	39	19	actively	actively	ADV
easat-11490	39	20	with	with	ADP
easat-11490	39	21	digital	digital	ADJ
easat-11490	39	22	learning	learning	NOUN
easat-11490	39	23	environments	environment	NOUN
easat-11490	39	24	.	.	PUNCT
easat-11490	40	1	accessibility	accessibility	NOUN
easat-11490	40	2	and	and	CCONJ
easat-11490	40	3	responsive	responsive	ADJ
easat-11490	40	4	design	design	NOUN
easat-11490	40	5	are	be	AUX
easat-11490	40	6	essential	essential	ADJ
easat-11490	40	7	to	to	PART
easat-11490	40	8	support	support	VERB
easat-11490	40	9	diverse	diverse	ADJ
easat-11490	40	10	devices	device	NOUN
easat-11490	40	11	and	and	CCONJ
easat-11490	40	12	user	user	NOUN
easat-11490	40	13	contexts	contexts	NOUN
easat-11490	40	14	,	,	PUNCT
easat-11490	40	15	especially	especially	ADV
easat-11490	40	16	as	as	SCONJ
easat-11490	40	17	students	student	NOUN
easat-11490	40	18	increasingly	increasingly	ADV
easat-11490	40	19	use	use	VERB
easat-11490	40	20	smartphones	smartphone	NOUN
easat-11490	40	21	for	for	ADP
easat-11490	40	22	learning	learn	VERB
easat-11490	40	23	[	[	X
easat-11490	40	24	5	5	NUM
easat-11490	40	25	]	]	PUNCT
easat-11490	40	26	.	.	PUNCT
easat-11490	41	1	a	a	DET
easat-11490	41	2	study	study	NOUN
easat-11490	41	3	by	by	ADP
easat-11490	41	4	al	al	PROPN
easat-11490	41	5	-	-	PUNCT
easat-11490	41	6	sharhan	sharhan	PROPN
easat-11490	41	7	et	et	PROPN
easat-11490	41	8	al	al	PROPN
easat-11490	41	9	.	.	PUNCT
easat-11490	42	1	[	[	X
easat-11490	42	2	6	6	NUM
easat-11490	42	3	]	]	PUNCT
easat-11490	42	4	highlighted	highlight	VERB
easat-11490	42	5	that	that	SCONJ
easat-11490	42	6	usability	usability	NOUN
easat-11490	42	7	,	,	PUNCT
easat-11490	42	8	aesthetics	aesthetic	NOUN
easat-11490	42	9	,	,	PUNCT
easat-11490	42	10	and	and	CCONJ
easat-11490	42	11	perceived	perceive	VERB
easat-11490	42	12	usefulness	usefulness	NOUN
easat-11490	42	13	directly	directly	ADV
easat-11490	42	14	affect	affect	VERB
easat-11490	42	15	students	student	NOUN
easat-11490	42	16	’	'	PUNCT
easat-11490	42	17	intention	intention	NOUN
easat-11490	42	18	to	to	PART
easat-11490	42	19	continue	continue	VERB
easat-11490	42	20	using	use	VERB
easat-11490	42	21	elearning	elearning	NOUN
easat-11490	42	22	platforms	platform	NOUN
easat-11490	42	23	.	.	PUNCT
easat-11490	43	1	currently	currently	ADV
easat-11490	43	2	,	,	PUNCT
easat-11490	43	3	mobile	mobile	ADJ
easat-11490	43	4	applications	application	NOUN
easat-11490	43	5	(	(	PUNCT
easat-11490	43	6	mobile	mobile	ADJ
easat-11490	43	7	apps	app	NOUN
easat-11490	43	8	)	)	PUNCT
easat-11490	43	9	are	be	AUX
easat-11490	43	10	a	a	DET
easat-11490	43	11	growing	grow	VERB
easat-11490	43	12	trend	trend	NOUN
easat-11490	43	13	.	.	PUNCT
easat-11490	44	1	mobile	mobile	ADJ
easat-11490	44	2	apps	app	NOUN
easat-11490	44	3	are	be	AUX
easat-11490	44	4	software	software	NOUN
easat-11490	44	5	designed	design	VERB
easat-11490	44	6	for	for	ADP
easat-11490	44	7	installation	installation	NOUN
easat-11490	44	8	on	on	ADP
easat-11490	44	9	mobile	mobile	ADJ
easat-11490	44	10	devices	device	NOUN
easat-11490	44	11	,	,	PUNCT
easat-11490	44	12	typically	typically	ADV
easat-11490	44	13	featuring	feature	VERB
easat-11490	44	14	smaller	small	ADJ
easat-11490	44	15	sizes	size	NOUN
easat-11490	44	16	and	and	CCONJ
easat-11490	44	17	fewer	few	ADJ
easat-11490	44	18	functionalities	functionality	NOUN
easat-11490	44	19	compared	compare	VERB
easat-11490	44	20	to	to	ADP
easat-11490	44	21	applications	application	NOUN
easat-11490	44	22	designed	design	VERB
easat-11490	44	23	for	for	ADP
easat-11490	44	24	computers	computer	NOUN
easat-11490	44	25	and	and	CCONJ
easat-11490	44	26	laptops	laptop	NOUN
easat-11490	44	27	[	[	X
easat-11490	44	28	7	7	NUM
easat-11490	44	29	]	]	PUNCT
easat-11490	44	30	.	.	PUNCT
easat-11490	45	1	mobile	mobile	ADJ
easat-11490	45	2	apps	app	NOUN
easat-11490	45	3	are	be	AUX
easat-11490	45	4	now	now	ADV
easat-11490	45	5	widely	widely	ADV
easat-11490	45	6	used	use	VERB
easat-11490	45	7	for	for	ADP
easat-11490	45	8	various	various	ADJ
easat-11490	45	9	tasks	task	NOUN
easat-11490	45	10	,	,	PUNCT
easat-11490	45	11	including	include	VERB
easat-11490	45	12	social	social	ADJ
easat-11490	45	13	media	medium	NOUN
easat-11490	45	14	,	,	PUNCT
easat-11490	45	15	e	e	NOUN
easat-11490	45	16	-	-	NOUN
easat-11490	45	17	book	book	NOUN
easat-11490	45	18	reading	reading	NOUN
easat-11490	45	19	,	,	PUNCT
easat-11490	45	20	gaming	gaming	NOUN
easat-11490	45	21	,	,	PUNCT
easat-11490	45	22	music	music	NOUN
easat-11490	45	23	streaming	streaming	NOUN
easat-11490	45	24	,	,	PUNCT
easat-11490	45	25	video	video	NOUN
easat-11490	45	26	watching	watching	NOUN
easat-11490	45	27	,	,	PUNCT
easat-11490	45	28	and	and	CCONJ
easat-11490	45	29	other	other	ADJ
easat-11490	45	30	meaningful	meaningful	ADJ
easat-11490	45	31	aspects	aspect	NOUN
easat-11490	45	32	of	of	ADP
easat-11490	45	33	daily	daily	ADJ
easat-11490	45	34	life	life	NOUN
easat-11490	45	35	.	.	PUNCT
easat-11490	46	1	the	the	DET
easat-11490	46	2	expansion	expansion	NOUN
easat-11490	46	3	of	of	ADP
easat-11490	46	4	mobile	mobile	ADJ
easat-11490	46	5	apps	app	NOUN
easat-11490	46	6	has	have	AUX
easat-11490	46	7	propelled	propel	VERB
easat-11490	46	8	industry	industry	NOUN
easat-11490	46	9	adoption	adoption	NOUN
easat-11490	46	10	and	and	CCONJ
easat-11490	46	11	innovation	innovation	NOUN
easat-11490	46	12	,	,	PUNCT
easat-11490	46	13	making	make	VERB
easat-11490	46	14	the	the	DET
easat-11490	46	15	mobile	mobile	ADJ
easat-11490	46	16	app	app	NOUN
easat-11490	46	17	business	business	NOUN
easat-11490	46	18	one	one	NUM
easat-11490	46	19	of	of	ADP
easat-11490	46	20	the	the	DET
easat-11490	46	21	most	most	ADV
easat-11490	46	22	rapidly	rapidly	ADV
easat-11490	46	23	growing	grow	VERB
easat-11490	46	24	sectors	sector	NOUN
easat-11490	46	25	with	with	ADP
easat-11490	46	26	substantial	substantial	ADJ
easat-11490	46	27	financial	financial	ADJ
easat-11490	46	28	turnover	turnover	NOUN
easat-11490	46	29	[	[	X
easat-11490	46	30	8	8	NUM
easat-11490	46	31	]	]	PUNCT
easat-11490	46	32	.	.	PUNCT
easat-11490	47	1	a	a	DET
easat-11490	47	2	study	study	NOUN
easat-11490	47	3	by	by	ADP
easat-11490	47	4	sensor	sensor	NOUN
easat-11490	47	5	[	[	X
easat-11490	47	6	9	9	NUM
easat-11490	47	7	]	]	SYM
easat-11490	47	8	258,000	258,000	NUM
easat-11490	47	9	apps	app	NOUN
easat-11490	47	10	are	be	AUX
easat-11490	47	11	downloaded	download	VERB
easat-11490	47	12	per	per	ADP
easat-11490	47	13	minute	minute	NOUN
easat-11490	47	14	in	in	ADP
easat-11490	47	15	2024	2024	NUM
easat-11490	47	16	.	.	PUNCT
easat-11490	48	1	it	it	PRON
easat-11490	48	2	indicates	indicate	VERB
easat-11490	48	3	a	a	DET
easat-11490	48	4	strong	strong	ADJ
easat-11490	48	5	demand	demand	NOUN
easat-11490	48	6	for	for	ADP
easat-11490	48	7	premium	premium	NOUN
easat-11490	48	8	services	service	NOUN
easat-11490	48	9	and	and	CCONJ
easat-11490	48	10	paid	pay	VERB
easat-11490	48	11	app	app	PROPN
easat-11490	48	12	content	content	NOUN
easat-11490	48	13	.	.	PUNCT
easat-11490	49	1	from	from	ADP
easat-11490	49	2	a	a	DET
easat-11490	49	3	user	user	NOUN
easat-11490	49	4	perspective	perspective	NOUN
easat-11490	49	5	,	,	PUNCT
easat-11490	49	6	mobile	mobile	ADJ
easat-11490	49	7	apps	app	NOUN
easat-11490	49	8	offer	offer	VERB
easat-11490	49	9	instant	instant	ADJ
easat-11490	49	10	connectivity	connectivity	NOUN
easat-11490	49	11	,	,	PUNCT
easat-11490	49	12	enabling	enable	VERB
easat-11490	49	13	quick	quick	ADJ
easat-11490	49	14	and	and	CCONJ
easat-11490	49	15	seamless	seamless	ADJ
easat-11490	49	16	internet	internet	NOUN
easat-11490	49	17	access	access	NOUN
easat-11490	49	18	or	or	CCONJ
easat-11490	49	19	communication	communication	NOUN
easat-11490	49	20	with	with	ADP
easat-11490	49	21	other	other	ADJ
easat-11490	49	22	devices	device	NOUN
easat-11490	49	23	.	.	PUNCT
easat-11490	50	1	for	for	ADP
easat-11490	50	2	mobile	mobile	ADJ
easat-11490	50	3	app	app	NOUN
easat-11490	50	4	providers	provider	NOUN
easat-11490	50	5	,	,	PUNCT
easat-11490	50	6	highlight	highlight	VERB
easat-11490	50	7	that	that	SCONJ
easat-11490	50	8	instant	instant	ADJ
easat-11490	50	9	connectivity	connectivity	NOUN
easat-11490	50	10	benefits	benefit	VERB
easat-11490	50	11	companies	company	NOUN
easat-11490	50	12	in	in	ADP
easat-11490	50	13	creating	create	VERB
easat-11490	50	14	mobile	mobile	ADJ
easat-11490	50	15	commerce	commerce	NOUN
easat-11490	50	16	applications	application	NOUN
easat-11490	50	17	,	,	PUNCT
easat-11490	50	18	allowing	allow	VERB
easat-11490	50	19	direct	direct	ADJ
easat-11490	50	20	interaction	interaction	NOUN
easat-11490	50	21	and	and	CCONJ
easat-11490	50	22	customer	customer	NOUN
easat-11490	50	23	shopping	shopping	NOUN
easat-11490	50	24	behavior	behavior	NOUN
easat-11490	50	25	observation	observation	NOUN
easat-11490	51	1	[	[	X
easat-11490	51	2	10	10	NUM
easat-11490	51	3	]	]	PUNCT
easat-11490	51	4	.	.	PUNCT
easat-11490	52	1	there	there	PRON
easat-11490	52	2	are	be	VERB
easat-11490	52	3	two	two	NUM
easat-11490	52	4	primary	primary	ADJ
easat-11490	52	5	advantages	advantage	NOUN
easat-11490	52	6	of	of	ADP
easat-11490	52	7	using	use	VERB
easat-11490	52	8	mobile	mobile	ADJ
easat-11490	52	9	apps	app	NOUN
easat-11490	52	10	:	:	PUNCT
easat-11490	52	11	monitoring	monitoring	NOUN
easat-11490	52	12	and	and	CCONJ
easat-11490	52	13	data	datum	NOUN
easat-11490	52	14	measurement	measurement	NOUN
easat-11490	53	1	[	[	X
easat-11490	53	2	11	11	NUM
easat-11490	53	3	]	]	PUNCT
easat-11490	53	4	.	.	PUNCT
easat-11490	54	1	similarly	similarly	ADV
easat-11490	54	2	,	,	PUNCT
easat-11490	54	3	during	during	ADP
easat-11490	54	4	the	the	DET
easat-11490	54	5	pandemic	pandemic	ADJ
easat-11490	54	6	,	,	PUNCT
easat-11490	54	7	mobile	mobile	ADJ
easat-11490	54	8	apps	app	NOUN
easat-11490	54	9	played	play	VERB
easat-11490	54	10	a	a	DET
easat-11490	54	11	crucial	crucial	ADJ
easat-11490	54	12	role	role	NOUN
easat-11490	54	13	in	in	ADP
easat-11490	54	14	identifying	identify	VERB
easat-11490	54	15	infected	infected	ADJ
easat-11490	54	16	individuals	individual	NOUN
easat-11490	54	17	,	,	PUNCT
easat-11490	54	18	facilitating	facilitate	VERB
easat-11490	54	19	control	control	NOUN
easat-11490	54	20	measures	measure	NOUN
easat-11490	54	21	,	,	PUNCT
easat-11490	54	22	aiding	aid	VERB
easat-11490	54	23	decision	decision	NOUN
easat-11490	54	24	-	-	PUNCT
easat-11490	54	25	making	make	VERB
easat-11490	54	26	processes	process	NOUN
easat-11490	54	27	,	,	PUNCT
easat-11490	54	28	and	and	CCONJ
easat-11490	54	29	predicting	predict	VERB
easat-11490	54	30	pandemic	pandemic	ADJ
easat-11490	54	31	spread	spread	VERB
easat-11490	54	32	patterns	pattern	NOUN
easat-11490	54	33	[	[	X
easat-11490	54	34	12	12	NUM
easat-11490	54	35	]	]	PUNCT
easat-11490	54	36	.	.	PUNCT
easat-11490	55	1	studies	study	NOUN
easat-11490	55	2	show	show	VERB
easat-11490	55	3	that	that	SCONJ
easat-11490	55	4	mobile	mobile	ADJ
easat-11490	55	5	app	app	NOUN
easat-11490	55	6	usage	usage	NOUN
easat-11490	55	7	in	in	ADP
easat-11490	55	8	higher	high	ADJ
easat-11490	55	9	education	education	NOUN
easat-11490	55	10	not	not	PART
easat-11490	55	11	only	only	ADV
easat-11490	55	12	enhances	enhance	VERB
easat-11490	55	13	accessibility	accessibility	NOUN
easat-11490	55	14	but	but	CCONJ
easat-11490	55	15	also	also	ADV
easat-11490	55	16	strengthens	strengthen	VERB
easat-11490	55	17	student	student	NOUN
easat-11490	55	18	-	-	PUNCT
easat-11490	55	19	faculty	faculty	NOUN
easat-11490	55	20	interactions	interaction	NOUN
easat-11490	55	21	,	,	PUNCT
easat-11490	55	22	fostering	foster	VERB
easat-11490	55	23	technology	technology	NOUN
easat-11490	55	24	-	-	PUNCT
easat-11490	55	25	driven	drive	VERB
easat-11490	55	26	adaptive	adaptive	ADJ
easat-11490	55	27	learning	learning	NOUN
easat-11490	55	28	environments	environment	NOUN
easat-11490	56	1	[	[	X
easat-11490	56	2	13	13	NUM
easat-11490	56	3	]	]	PUNCT
easat-11490	56	4	.	.	PUNCT
easat-11490	57	1	universitas	universitas	PROPN
easat-11490	57	2	indonesia	indonesia	PROPN
easat-11490	57	3	(	(	PUNCT
easat-11490	57	4	ui	ui	PROPN
easat-11490	57	5	)	)	PUNCT
easat-11490	57	6	has	have	AUX
easat-11490	57	7	implemented	implement	VERB
easat-11490	57	8	a	a	DET
easat-11490	57	9	comprehensive	comprehensive	ADJ
easat-11490	57	10	academic	academic	ADJ
easat-11490	57	11	digitalization	digitalization	NOUN
easat-11490	57	12	process	process	NOUN
easat-11490	57	13	as	as	ADP
easat-11490	57	14	part	part	NOUN
easat-11490	57	15	of	of	ADP
easat-11490	57	16	its	its	PRON
easat-11490	57	17	digital	digital	ADJ
easat-11490	57	18	transformation	transformation	NOUN
easat-11490	57	19	strategy	strategy	NOUN
easat-11490	57	20	in	in	ADP
easat-11490	57	21	the	the	DET
easat-11490	57	22	higher	high	ADJ
easat-11490	57	23	education	education	NOUN
easat-11490	57	24	sector	sector	NOUN
easat-11490	57	25	.	.	PUNCT
easat-11490	58	1	this	this	DET
easat-11490	58	2	process	process	NOUN
easat-11490	58	3	covers	cover	VERB
easat-11490	58	4	the	the	DET
easat-11490	58	5	entire	entire	ADJ
easat-11490	58	6	academic	academic	ADJ
easat-11490	58	7	lifecycle	lifecycle	NOUN
easat-11490	58	8	of	of	ADP
easat-11490	58	9	students	student	NOUN
easat-11490	58	10	,	,	PUNCT
easat-11490	58	11	from	from	ADP
easat-11490	58	12	registration	registration	NOUN
easat-11490	58	13	,	,	PUNCT
easat-11490	58	14	completion	completion	NOUN
easat-11490	58	15	of	of	ADP
easat-11490	58	16	the	the	DET
easat-11490	58	17	study	study	NOUN
easat-11490	58	18	plan	plan	NOUN
easat-11490	58	19	form	form	NOUN
easat-11490	58	20	(	(	PUNCT
easat-11490	58	21	irs	irs	PROPN
easat-11490	58	22	)	)	PUNCT
easat-11490	58	23	,	,	PUNCT
easat-11490	58	24	online	online	ADJ
easat-11490	58	25	learning	learning	NOUN
easat-11490	58	26	,	,	PUNCT
easat-11490	58	27	learning	learn	VERB
easat-11490	58	28	evaluations	evaluation	NOUN
easat-11490	58	29	,	,	PUNCT
easat-11490	58	30	to	to	ADP
easat-11490	58	31	graduation	graduation	NOUN
easat-11490	58	32	administration	administration	NOUN
easat-11490	58	33	.	.	PUNCT
easat-11490	59	1	digital	digital	ADJ
easat-11490	59	2	systems	system	NOUN
easat-11490	59	3	and	and	CCONJ
easat-11490	59	4	online	online	ADJ
easat-11490	59	5	learning	learn	VERB
easat-11490	59	6	platforms	platform	NOUN
easat-11490	59	7	are	be	AUX
easat-11490	59	8	utilized	utilize	VERB
easat-11490	59	9	to	to	PART
easat-11490	59	10	enhance	enhance	VERB
easat-11490	59	11	service	service	NOUN
easat-11490	59	12	efficiency	efficiency	NOUN
easat-11490	59	13	,	,	PUNCT
easat-11490	59	14	accelerate	accelerate	VERB
easat-11490	59	15	administrative	administrative	ADJ
easat-11490	59	16	processes	process	NOUN
easat-11490	59	17	,	,	PUNCT
easat-11490	59	18	and	and	CCONJ
easat-11490	59	19	improve	improve	VERB
easat-11490	59	20	academic	academic	ADJ
easat-11490	59	21	transparency	transparency	NOUN
easat-11490	59	22	and	and	CCONJ
easat-11490	59	23	accountability	accountability	NOUN
easat-11490	59	24	.	.	PUNCT
easat-11490	60	1	the	the	DET
easat-11490	60	2	three	three	NUM
easat-11490	60	3	widely	widely	ADV
easat-11490	60	4	used	use	VERB
easat-11490	60	5	digital	digital	ADJ
easat-11490	60	6	system	system	NOUN
easat-11490	60	7	platforms	platform	NOUN
easat-11490	60	8	in	in	ADP
easat-11490	60	9	ui	ui	PROPN
easat-11490	60	10	are	be	AUX
easat-11490	60	11	siak	siak	PROPN
easat-11490	60	12	-	-	PROPN
easat-11490	60	13	ng	ng	PROPN
easat-11490	60	14	(	(	PUNCT
easat-11490	60	15	sistem	sistem	PROPN
easat-11490	60	16	informasi	informasi	PROPN
easat-11490	60	17	akademik	akademik	PROPN
easat-11490	60	18	next	next	ADJ
easat-11490	60	19	generation	generation	NOUN
easat-11490	60	20	)	)	PUNCT
easat-11490	60	21	in	in	ADP
easat-11490	60	22	terms	term	NOUN
easat-11490	60	23	of	of	ADP
easat-11490	60	24	academic	academic	ADJ
easat-11490	60	25	administration	administration	NOUN
easat-11490	60	26	,	,	PUNCT
easat-11490	60	27	emas	emas	PROPN
easat-11490	60	28	(	(	PUNCT
easat-11490	60	29	e	e	ADJ
easat-11490	60	30	-	-	ADJ
easat-11490	60	31	learning	learn	VERB
easat-11490	60	32	management	management	NOUN
easat-11490	60	33	system	system	NOUN
easat-11490	60	34	)	)	PUNCT
easat-11490	60	35	ui	ui	NOUN
easat-11490	60	36	for	for	ADP
easat-11490	60	37	online	online	ADJ
easat-11490	60	38	learning	learn	VERB
easat-11490	60	39	services	service	NOUN
easat-11490	60	40	,	,	PUNCT
easat-11490	60	41	and	and	CCONJ
easat-11490	60	42	sigma	sigma	NOUN
easat-11490	60	43	(	(	PUNCT
easat-11490	60	44	sistem	sistem	PROPN
easat-11490	60	45	informasi	informasi	PROPN
easat-11490	60	46	kegiatan	kegiatan	PROPN
easat-11490	60	47	mahasiswa	mahasiswa	PROPN
easat-11490	60	48	)	)	PUNCT
easat-11490	60	49	for	for	ADP
easat-11490	60	50	extracurricular	extracurricular	ADJ
easat-11490	60	51	and	and	CCONJ
easat-11490	60	52	18	18	NUM
easat-11490	60	53	edelweiss	edelweiss	PROPN
easat-11490	60	54	applied	apply	VERB
easat-11490	60	55	science	science	NOUN
easat-11490	60	56	and	and	CCONJ
easat-11490	60	57	technology	technology	NOUN
easat-11490	60	58	issn	issn	PROPN
easat-11490	60	59	:	:	PUNCT
easat-11490	60	60	2576	2576	NUM
easat-11490	60	61	-	-	SYM
easat-11490	60	62	8484	8484	NUM
easat-11490	60	63	vol	vol	NOUN
easat-11490	60	64	.	.	PROPN
easat-11490	61	1	10	10	NUM
easat-11490	61	2	,	,	PUNCT
easat-11490	61	3	no	no	INTJ
easat-11490	61	4	.	.	NOUN
easat-11490	61	5	1	1	NUM
easat-11490	61	6	:	:	SYM
easat-11490	61	7	16	16	NUM
easat-11490	61	8	-	-	SYM
easat-11490	61	9	26	26	NUM
easat-11490	61	10	,	,	PUNCT
easat-11490	61	11	2026	2026	NUM
easat-11490	61	12	doi	doi	NOUN
easat-11490	61	13	:	:	PUNCT
easat-11490	61	14	10.55214/2576	10.55214/2576	NUM
easat-11490	61	15	-	-	NUM
easat-11490	61	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	61	17	©	©	PROPN
easat-11490	61	18	2026	2026	NUM
easat-11490	61	19	by	by	ADP
easat-11490	61	20	the	the	DET
easat-11490	61	21	authors	author	NOUN
easat-11490	61	22	;	;	PUNCT
easat-11490	61	23	licensee	licensee	PROPN
easat-11490	61	24	learning	learning	PROPN
easat-11490	61	25	gate	gate	NOUN
easat-11490	61	26	student	student	NOUN
easat-11490	61	27	activities	activity	NOUN
easat-11490	61	28	services	service	NOUN
easat-11490	61	29	.	.	PUNCT
easat-11490	62	1	currently	currently	ADV
easat-11490	62	2	,	,	PUNCT
easat-11490	62	3	each	each	PRON
easat-11490	62	4	of	of	ADP
easat-11490	62	5	these	these	DET
easat-11490	62	6	three	three	NUM
easat-11490	62	7	systems	system	NOUN
easat-11490	62	8	can	can	AUX
easat-11490	62	9	be	be	AUX
easat-11490	62	10	accessed	access	VERB
easat-11490	62	11	via	via	ADP
easat-11490	62	12	a	a	DET
easat-11490	62	13	website	website	NOUN
easat-11490	62	14	using	use	VERB
easat-11490	62	15	single	single	ADJ
easat-11490	62	16	sign	sign	NOUN
easat-11490	62	17	-	-	PUNCT
easat-11490	62	18	on	on	ADP
easat-11490	62	19	(	(	PUNCT
easat-11490	62	20	sso	sso	NOUN
easat-11490	62	21	)	)	PUNCT
easat-11490	62	22	authentication	authentication	NOUN
easat-11490	62	23	with	with	ADP
easat-11490	62	24	the	the	DET
easat-11490	62	25	student	student	NOUN
easat-11490	62	26	’s	’s	PART
easat-11490	62	27	i	i	PROPN
easat-11490	62	28	d	d	PROPN
easat-11490	62	29	and	and	CCONJ
easat-11490	62	30	password	password	NOUN
easat-11490	62	31	.	.	PUNCT
easat-11490	63	1	recently	recently	ADV
easat-11490	63	2	,	,	PUNCT
easat-11490	63	3	the	the	DET
easat-11490	63	4	three	three	NUM
easat-11490	63	5	systems	system	NOUN
easat-11490	63	6	are	be	AUX
easat-11490	63	7	still	still	ADV
easat-11490	63	8	functioning	function	VERB
easat-11490	63	9	well	well	ADV
easat-11490	63	10	.	.	PUNCT
easat-11490	64	1	however	however	ADV
easat-11490	64	2	,	,	PUNCT
easat-11490	64	3	along	along	ADP
easat-11490	64	4	with	with	ADP
easat-11490	64	5	the	the	DET
easat-11490	64	6	increasing	increase	VERB
easat-11490	64	7	development	development	NOUN
easat-11490	64	8	of	of	ADP
easat-11490	64	9	mobile	mobile	ADJ
easat-11490	64	10	apps	app	NOUN
easat-11490	64	11	,	,	PUNCT
easat-11490	64	12	the	the	DET
easat-11490	64	13	need	need	NOUN
easat-11490	64	14	for	for	ADP
easat-11490	64	15	mobile	mobile	NOUN
easat-11490	64	16	-	-	PUNCT
easat-11490	64	17	based	base	VERB
easat-11490	64	18	applications	application	NOUN
easat-11490	64	19	for	for	ADP
easat-11490	64	20	education	education	NOUN
easat-11490	64	21	services	service	NOUN
easat-11490	64	22	has	have	AUX
easat-11490	64	23	become	become	VERB
easat-11490	64	24	necessary	necessary	ADJ
easat-11490	64	25	.	.	PUNCT
easat-11490	65	1	this	this	DET
easat-11490	65	2	study	study	NOUN
easat-11490	65	3	focuses	focus	VERB
easat-11490	65	4	on	on	ADP
easat-11490	65	5	the	the	DET
easat-11490	65	6	digital	digital	ADJ
easat-11490	65	7	transformation	transformation	NOUN
easat-11490	65	8	of	of	ADP
easat-11490	65	9	mobile	mobile	ADJ
easat-11490	65	10	education	education	NOUN
easat-11490	65	11	services	service	NOUN
easat-11490	65	12	within	within	ADP
easat-11490	65	13	ui	ui	PROPN
easat-11490	65	14	,	,	PUNCT
easat-11490	65	15	which	which	PRON
easat-11490	65	16	ranks	rank	VERB
easat-11490	65	17	189th	189th	ADV
easat-11490	65	18	globally	globally	ADV
easat-11490	65	19	in	in	ADP
easat-11490	65	20	the	the	DET
easat-11490	65	21	qs	qs	PROPN
easat-11490	65	22	world	world	PROPN
easat-11490	65	23	university	university	NOUN
easat-11490	65	24	rankings	ranking	VERB
easat-11490	65	25	2025	2025	NUM
easat-11490	65	26	.	.	PUNCT
easat-11490	66	1	the	the	DET
easat-11490	66	2	study	study	NOUN
easat-11490	66	3	aims	aim	VERB
easat-11490	66	4	to	to	PART
easat-11490	66	5	analyze	analyze	VERB
easat-11490	66	6	the	the	DET
easat-11490	66	7	relationship	relationship	NOUN
easat-11490	66	8	between	between	ADP
easat-11490	66	9	user	user	NOUN
easat-11490	66	10	experience	experience	NOUN
easat-11490	66	11	and	and	CCONJ
easat-11490	66	12	digital	digital	ADJ
easat-11490	66	13	transformation	transformation	NOUN
easat-11490	66	14	concerning	concern	VERB
easat-11490	66	15	students	student	NOUN
easat-11490	66	16	’	'	PUNCT
easat-11490	66	17	needs	need	NOUN
easat-11490	66	18	for	for	ADP
easat-11490	66	19	mobile	mobile	ADJ
easat-11490	66	20	apps	app	NOUN
easat-11490	66	21	.	.	PUNCT
easat-11490	67	1	additionally	additionally	ADV
easat-11490	67	2	,	,	PUNCT
easat-11490	67	3	it	it	PRON
easat-11490	67	4	examines	examine	VERB
easat-11490	67	5	the	the	DET
easat-11490	67	6	impact	impact	NOUN
easat-11490	67	7	of	of	ADP
easat-11490	67	8	device	device	NOUN
easat-11490	67	9	ownership	ownership	NOUN
easat-11490	67	10	and	and	CCONJ
easat-11490	67	11	campus	campus	NOUN
easat-11490	67	12	services	service	NOUN
easat-11490	67	13	on	on	ADP
easat-11490	67	14	student	student	NOUN
easat-11490	67	15	user	user	NOUN
easat-11490	67	16	experience	experience	NOUN
easat-11490	67	17	.	.	PUNCT
easat-11490	68	1	this	this	DET
easat-11490	68	2	study	study	NOUN
easat-11490	68	3	is	be	AUX
easat-11490	68	4	limited	limit	VERB
easat-11490	68	5	to	to	ADP
easat-11490	68	6	analyzing	analyze	VERB
easat-11490	68	7	the	the	DET
easat-11490	68	8	needs	need	NOUN
easat-11490	68	9	of	of	ADP
easat-11490	68	10	mobile	mobile	ADJ
easat-11490	68	11	apps	app	NOUN
easat-11490	68	12	in	in	ADP
easat-11490	68	13	three	three	NUM
easat-11490	68	14	applications	application	NOUN
easat-11490	68	15	at	at	ADP
easat-11490	68	16	ui	ui	PROPN
easat-11490	68	17	,	,	PUNCT
easat-11490	68	18	namely	namely	ADV
easat-11490	68	19	siak	siak	PROPN
easat-11490	68	20	-	-	PUNCT
easat-11490	68	21	ng	ng	PROPN
easat-11490	68	22	,	,	PUNCT
easat-11490	68	23	emas	emas	PROPN
easat-11490	68	24	,	,	PUNCT
easat-11490	68	25	and	and	CCONJ
easat-11490	68	26	sigma	sigma	PROPN
easat-11490	68	27	.	.	PUNCT
easat-11490	69	1	data	datum	NOUN
easat-11490	69	2	was	be	AUX
easat-11490	69	3	obtained	obtain	VERB
easat-11490	69	4	from	from	ADP
easat-11490	69	5	survey	survey	NOUN
easat-11490	69	6	results	result	NOUN
easat-11490	69	7	conducted	conduct	VERB
easat-11490	69	8	from	from	ADP
easat-11490	69	9	april	april	PROPN
easat-11490	69	10	to	to	ADP
easat-11490	69	11	august	august	PROPN
easat-11490	69	12	2024	2024	NUM
easat-11490	69	13	,	,	PUNCT
easat-11490	69	14	with	with	ADP
easat-11490	69	15	respondents	respondent	NOUN
easat-11490	69	16	being	be	AUX
easat-11490	69	17	ui	ui	PROPN
easat-11490	69	18	vocational	vocational	ADJ
easat-11490	69	19	program	program	NOUN
easat-11490	69	20	students	student	NOUN
easat-11490	69	21	.	.	PUNCT
easat-11490	70	1	this	this	DET
easat-11490	70	2	study	study	NOUN
easat-11490	70	3	presents	present	VERB
easat-11490	70	4	a	a	DET
easat-11490	70	5	novel	novel	ADJ
easat-11490	70	6	exploration	exploration	NOUN
easat-11490	70	7	of	of	ADP
easat-11490	70	8	how	how	SCONJ
easat-11490	70	9	digital	digital	ADJ
easat-11490	70	10	transformation	transformation	NOUN
easat-11490	70	11	acts	act	VERB
easat-11490	70	12	as	as	ADP
easat-11490	70	13	a	a	DET
easat-11490	70	14	mediating	mediate	VERB
easat-11490	70	15	factor	factor	NOUN
easat-11490	70	16	in	in	ADP
easat-11490	70	17	the	the	DET
easat-11490	70	18	integration	integration	NOUN
easat-11490	70	19	and	and	CCONJ
easat-11490	70	20	necessity	necessity	NOUN
easat-11490	70	21	of	of	ADP
easat-11490	70	22	mobile	mobile	ADJ
easat-11490	70	23	applications	application	NOUN
easat-11490	70	24	within	within	ADP
easat-11490	70	25	higher	high	ADJ
easat-11490	70	26	education	education	NOUN
easat-11490	70	27	.	.	PUNCT
easat-11490	71	1	while	while	SCONJ
easat-11490	71	2	previous	previous	ADJ
easat-11490	71	3	research	research	NOUN
easat-11490	71	4	has	have	AUX
easat-11490	71	5	examined	examine	VERB
easat-11490	71	6	the	the	DET
easat-11490	71	7	adoption	adoption	NOUN
easat-11490	71	8	of	of	ADP
easat-11490	71	9	educational	educational	ADJ
easat-11490	71	10	technologies	technology	NOUN
easat-11490	71	11	and	and	CCONJ
easat-11490	71	12	mobile	mobile	ADJ
easat-11490	71	13	learning	learning	NOUN
easat-11490	71	14	tools	tool	NOUN
easat-11490	71	15	,	,	PUNCT
easat-11490	71	16	few	few	ADJ
easat-11490	71	17	have	have	AUX
easat-11490	71	18	specifically	specifically	ADV
easat-11490	71	19	analyzed	analyze	VERB
easat-11490	71	20	the	the	DET
easat-11490	71	21	intermediary	intermediary	ADJ
easat-11490	71	22	role	role	NOUN
easat-11490	71	23	of	of	ADP
easat-11490	71	24	institutional	institutional	ADJ
easat-11490	71	25	digital	digital	ADJ
easat-11490	71	26	transformation	transformation	NOUN
easat-11490	71	27	in	in	ADP
easat-11490	71	28	shaping	shape	VERB
easat-11490	71	29	both	both	CCONJ
easat-11490	71	30	the	the	DET
easat-11490	71	31	demand	demand	NOUN
easat-11490	71	32	and	and	CCONJ
easat-11490	71	33	effectiveness	effectiveness	NOUN
easat-11490	71	34	of	of	ADP
easat-11490	71	35	mobile	mobile	ADJ
easat-11490	71	36	app	app	NOUN
easat-11490	71	37	implementation	implementation	NOUN
easat-11490	71	38	,	,	PUNCT
easat-11490	71	39	natalia	natalia	PROPN
easat-11490	72	1	[	[	X
easat-11490	72	2	13	13	NUM
easat-11490	72	3	]	]	PUNCT
easat-11490	72	4	and	and	CCONJ
easat-11490	72	5	lu	lu	VERB
easat-11490	72	6	et	et	PROPN
easat-11490	72	7	al	al	PROPN
easat-11490	72	8	.	.	PUNCT
easat-11490	73	1	[	[	X
easat-11490	73	2	14	14	NUM
easat-11490	73	3	]	]	PUNCT
easat-11490	73	4	.	.	PUNCT
easat-11490	74	1	by	by	ADP
easat-11490	74	2	bridging	bridge	VERB
easat-11490	74	3	technology	technology	NOUN
easat-11490	74	4	adoption	adoption	NOUN
easat-11490	74	5	frameworks	framework	NOUN
easat-11490	74	6	with	with	ADP
easat-11490	74	7	transformation	transformation	NOUN
easat-11490	74	8	management	management	NOUN
easat-11490	74	9	theories	theory	NOUN
easat-11490	74	10	,	,	PUNCT
easat-11490	74	11	this	this	DET
easat-11490	74	12	research	research	NOUN
easat-11490	74	13	offers	offer	VERB
easat-11490	74	14	a	a	DET
easat-11490	74	15	unique	unique	ADJ
easat-11490	74	16	interdisciplinary	interdisciplinary	ADJ
easat-11490	74	17	approach	approach	NOUN
easat-11490	74	18	to	to	ADP
easat-11490	74	19	understanding	understand	VERB
easat-11490	74	20	how	how	SCONJ
easat-11490	74	21	universities	university	NOUN
easat-11490	74	22	can	can	AUX
easat-11490	74	23	strategically	strategically	ADV
easat-11490	74	24	align	align	VERB
easat-11490	74	25	mobile	mobile	ADJ
easat-11490	74	26	app	app	NOUN
easat-11490	74	27	development	development	NOUN
easat-11490	74	28	with	with	ADP
easat-11490	74	29	broader	broad	ADJ
easat-11490	74	30	digital	digital	ADJ
easat-11490	74	31	goals	goal	NOUN
easat-11490	74	32	.	.	PUNCT
easat-11490	75	1	furthermore	furthermore	ADV
easat-11490	75	2	,	,	PUNCT
easat-11490	75	3	this	this	DET
easat-11490	75	4	study	study	NOUN
easat-11490	75	5	contributes	contribute	VERB
easat-11490	75	6	original	original	ADJ
easat-11490	75	7	insights	insight	NOUN
easat-11490	75	8	by	by	ADP
easat-11490	75	9	empirically	empirically	ADV
easat-11490	75	10	validating	validate	VERB
easat-11490	75	11	the	the	DET
easat-11490	75	12	mediating	mediate	VERB
easat-11490	75	13	effect	effect	NOUN
easat-11490	75	14	of	of	ADP
easat-11490	75	15	digital	digital	ADJ
easat-11490	75	16	transformation	transformation	NOUN
easat-11490	75	17	on	on	ADP
easat-11490	75	18	the	the	DET
easat-11490	75	19	relationship	relationship	NOUN
easat-11490	75	20	between	between	ADP
easat-11490	75	21	user	user	NOUN
easat-11490	75	22	needs	need	NOUN
easat-11490	75	23	(	(	PUNCT
easat-11490	75	24	students	student	NOUN
easat-11490	75	25	,	,	PUNCT
easat-11490	75	26	faculty	faculty	NOUN
easat-11490	75	27	)	)	PUNCT
easat-11490	75	28	and	and	CCONJ
easat-11490	75	29	mobile	mobile	ADJ
easat-11490	75	30	app	app	NOUN
easat-11490	75	31	integration	integration	NOUN
easat-11490	75	32	,	,	PUNCT
easat-11490	75	33	thereby	thereby	ADV
easat-11490	75	34	filling	fill	VERB
easat-11490	75	35	a	a	DET
easat-11490	75	36	critical	critical	ADJ
easat-11490	75	37	gap	gap	NOUN
easat-11490	75	38	in	in	ADP
easat-11490	75	39	the	the	DET
easat-11490	75	40	literature	literature	NOUN
easat-11490	75	41	on	on	ADP
easat-11490	75	42	educational	educational	ADJ
easat-11490	75	43	innovation	innovation	NOUN
easat-11490	75	44	,	,	PUNCT
easat-11490	75	45	infrastructure	infrastructure	NOUN
easat-11490	75	46	readiness	readiness	NOUN
easat-11490	75	47	,	,	PUNCT
easat-11490	75	48	and	and	CCONJ
easat-11490	75	49	digital	digital	ADJ
easat-11490	75	50	equity	equity	NOUN
easat-11490	75	51	in	in	ADP
easat-11490	75	52	higher	high	ADJ
easat-11490	75	53	education	education	NOUN
easat-11490	75	54	.	.	PUNCT
easat-11490	76	1	2	2	X
easat-11490	76	2	.	.	X
easat-11490	76	3	materials	material	NOUN
easat-11490	76	4	and	and	CCONJ
easat-11490	76	5	methods	method	NOUN
easat-11490	76	6	2.1	2.1	NUM
easat-11490	76	7	.	.	PUNCT
easat-11490	77	1	research	research	NOUN
easat-11490	77	2	design	design	NOUN
easat-11490	77	3	as	as	SCONJ
easat-11490	77	4	discussed	discuss	VERB
easat-11490	77	5	in	in	ADP
easat-11490	77	6	the	the	DET
easat-11490	77	7	introduction	introduction	NOUN
easat-11490	77	8	,	,	PUNCT
easat-11490	77	9	this	this	DET
easat-11490	77	10	study	study	NOUN
easat-11490	77	11	is	be	AUX
easat-11490	77	12	limited	limit	VERB
easat-11490	77	13	to	to	ADP
easat-11490	77	14	examining	examine	VERB
easat-11490	77	15	the	the	DET
easat-11490	77	16	needs	need	NOUN
easat-11490	77	17	of	of	ADP
easat-11490	77	18	mobile	mobile	ADJ
easat-11490	77	19	apps	app	NOUN
easat-11490	77	20	for	for	ADP
easat-11490	77	21	three	three	NUM
easat-11490	77	22	applications	application	NOUN
easat-11490	77	23	at	at	ADP
easat-11490	77	24	ui	ui	PROPN
easat-11490	77	25	,	,	PUNCT
easat-11490	77	26	namely	namely	ADV
easat-11490	77	27	siak	siak	PROPN
easat-11490	77	28	-	-	PUNCT
easat-11490	77	29	ng	ng	PROPN
easat-11490	77	30	,	,	PUNCT
easat-11490	77	31	emas	emas	PROPN
easat-11490	77	32	,	,	PUNCT
easat-11490	77	33	and	and	CCONJ
easat-11490	77	34	sigma	sigma	PROPN
easat-11490	77	35	.	.	PUNCT
easat-11490	78	1	the	the	DET
easat-11490	78	2	three	three	NUM
easat-11490	78	3	applications	application	NOUN
easat-11490	78	4	are	be	AUX
easat-11490	78	5	currently	currently	ADV
easat-11490	78	6	accessed	access	VERB
easat-11490	78	7	via	via	ADP
easat-11490	78	8	the	the	DET
easat-11490	78	9	website	website	NOUN
easat-11490	78	10	using	use	VERB
easat-11490	78	11	single	single	ADJ
easat-11490	78	12	sign	sign	NOUN
easat-11490	78	13	-	-	PUNCT
easat-11490	78	14	on	on	ADP
easat-11490	78	15	(	(	PUNCT
easat-11490	78	16	sso	sso	NOUN
easat-11490	78	17	)	)	PUNCT
easat-11490	78	18	authentication	authentication	NOUN
easat-11490	78	19	with	with	ADP
easat-11490	78	20	the	the	DET
easat-11490	78	21	student	student	NOUN
easat-11490	78	22	’s	’s	PART
easat-11490	78	23	i	i	PROPN
easat-11490	78	24	d	d	PROPN
easat-11490	78	25	and	and	CCONJ
easat-11490	78	26	password	password	NOUN
easat-11490	78	27	.	.	PUNCT
easat-11490	79	1	this	this	PRON
easat-11490	79	2	indicates	indicate	VERB
easat-11490	79	3	that	that	SCONJ
easat-11490	79	4	the	the	DET
easat-11490	79	5	digital	digital	ADJ
easat-11490	79	6	transformation	transformation	NOUN
easat-11490	79	7	process	process	NOUN
easat-11490	79	8	has	have	AUX
easat-11490	79	9	been	be	AUX
easat-11490	79	10	carried	carry	VERB
easat-11490	79	11	out	out	ADP
easat-11490	79	12	at	at	ADP
easat-11490	79	13	ui	ui	PROPN
easat-11490	79	14	.	.	PUNCT
easat-11490	80	1	there	there	PRON
easat-11490	80	2	are	be	VERB
easat-11490	80	3	several	several	ADJ
easat-11490	80	4	reasons	reason	NOUN
easat-11490	80	5	why	why	SCONJ
easat-11490	80	6	enterprises	enterprise	NOUN
easat-11490	80	7	may	may	AUX
easat-11490	80	8	undergo	undergo	VERB
easat-11490	80	9	digital	digital	ADJ
easat-11490	80	10	transformation	transformation	NOUN
easat-11490	80	11	,	,	PUNCT
easat-11490	80	12	but	but	CCONJ
easat-11490	80	13	so	so	ADV
easat-11490	80	14	far	far	ADV
easat-11490	80	15	,	,	PUNCT
easat-11490	80	16	the	the	DET
easat-11490	80	17	main	main	ADJ
easat-11490	80	18	reasons	reason	NOUN
easat-11490	80	19	are	be	AUX
easat-11490	80	20	related	relate	VERB
easat-11490	80	21	to	to	ADP
easat-11490	80	22	issues	issue	NOUN
easat-11490	80	23	of	of	ADP
easat-11490	80	24	competitive	competitive	ADJ
easat-11490	80	25	advantage	advantage	NOUN
easat-11490	80	26	and	and	CCONJ
easat-11490	80	27	survival	survival	NOUN
easat-11490	80	28	.	.	PUNCT
easat-11490	81	1	the	the	DET
easat-11490	81	2	need	need	NOUN
easat-11490	81	3	to	to	PART
easat-11490	81	4	study	study	VERB
easat-11490	81	5	the	the	DET
easat-11490	81	6	three	three	NUM
easat-11490	81	7	applications	application	NOUN
easat-11490	81	8	as	as	ADP
easat-11490	81	9	mobile	mobile	ADJ
easat-11490	81	10	apps	app	NOUN
easat-11490	81	11	,	,	PUNCT
easat-11490	81	12	considering	consider	VERB
easat-11490	81	13	user	user	NOUN
easat-11490	81	14	experience	experience	NOUN
easat-11490	81	15	,	,	PUNCT
easat-11490	81	16	is	be	AUX
easat-11490	81	17	essential	essential	ADJ
easat-11490	81	18	.	.	PUNCT
easat-11490	82	1	digital	digital	ADJ
easat-11490	82	2	transformation	transformation	NOUN
easat-11490	82	3	is	be	AUX
easat-11490	82	4	a	a	DET
easat-11490	82	5	process	process	NOUN
easat-11490	82	6	involving	involve	VERB
easat-11490	82	7	student	student	NOUN
easat-11490	82	8	user	user	NOUN
easat-11490	82	9	experiences	experience	NOUN
easat-11490	82	10	while	while	SCONJ
easat-11490	82	11	using	use	VERB
easat-11490	82	12	the	the	DET
easat-11490	82	13	three	three	NUM
easat-11490	82	14	applications	application	NOUN
easat-11490	82	15	and	and	CCONJ
easat-11490	82	16	the	the	DET
easat-11490	82	17	needs	need	NOUN
easat-11490	82	18	of	of	ADP
easat-11490	82	19	mobile	mobile	ADJ
easat-11490	82	20	apps	app	NOUN
easat-11490	82	21	.	.	PUNCT
easat-11490	83	1	therefore	therefore	ADV
easat-11490	83	2	,	,	PUNCT
easat-11490	83	3	the	the	DET
easat-11490	83	4	design	design	NOUN
easat-11490	83	5	research	research	NOUN
easat-11490	83	6	conducted	conduct	VERB
easat-11490	83	7	can	can	AUX
easat-11490	83	8	be	be	AUX
easat-11490	83	9	seen	see	VERB
easat-11490	83	10	in	in	ADP
easat-11490	83	11	figure	figure	NOUN
easat-11490	83	12	1	1	NUM
easat-11490	83	13	below	below	ADV
easat-11490	83	14	.	.	PUNCT
easat-11490	84	1	figure	figure	NOUN
easat-11490	84	2	1	1	NUM
easat-11490	84	3	.	.	PUNCT
easat-11490	84	4	research	research	NOUN
easat-11490	84	5	design	design	NOUN
easat-11490	84	6	.	.	PUNCT
easat-11490	85	1	19	19	NUM
easat-11490	85	2	edelweiss	edelweiss	PROPN
easat-11490	85	3	applied	apply	VERB
easat-11490	85	4	science	science	NOUN
easat-11490	85	5	and	and	CCONJ
easat-11490	85	6	technology	technology	NOUN
easat-11490	85	7	issn	issn	PROPN
easat-11490	85	8	:	:	PUNCT
easat-11490	85	9	2576	2576	NUM
easat-11490	85	10	-	-	SYM
easat-11490	85	11	8484	8484	NUM
easat-11490	85	12	vol	vol	NOUN
easat-11490	85	13	.	.	PROPN
easat-11490	86	1	10	10	NUM
easat-11490	86	2	,	,	PUNCT
easat-11490	86	3	no	no	INTJ
easat-11490	86	4	.	.	NOUN
easat-11490	86	5	1	1	NUM
easat-11490	86	6	:	:	SYM
easat-11490	86	7	16	16	NUM
easat-11490	86	8	-	-	SYM
easat-11490	86	9	26	26	NUM
easat-11490	86	10	,	,	PUNCT
easat-11490	86	11	2026	2026	NUM
easat-11490	86	12	doi	doi	NOUN
easat-11490	86	13	:	:	PUNCT
easat-11490	86	14	10.55214/2576	10.55214/2576	NUM
easat-11490	86	15	-	-	NUM
easat-11490	86	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	86	17	©	©	PROPN
easat-11490	86	18	2026	2026	NUM
easat-11490	86	19	by	by	ADP
easat-11490	86	20	the	the	DET
easat-11490	86	21	authors	author	NOUN
easat-11490	86	22	;	;	PUNCT
easat-11490	86	23	licensee	licensee	PROPN
easat-11490	86	24	learning	learning	NOUN
easat-11490	86	25	gate	gate	NOUN
easat-11490	86	26	2.2	2.2	NUM
easat-11490	86	27	.	.	PUNCT
easat-11490	87	1	data	datum	NOUN
easat-11490	87	2	collection	collection	NOUN
easat-11490	87	3	the	the	DET
easat-11490	87	4	ui	ui	PROPN
easat-11490	87	5	vocational	vocational	ADJ
easat-11490	87	6	program	program	NOUN
easat-11490	87	7	is	be	AUX
easat-11490	87	8	one	one	NUM
easat-11490	87	9	of	of	ADP
easat-11490	87	10	the	the	DET
easat-11490	87	11	faculties	faculty	NOUN
easat-11490	87	12	at	at	ADP
easat-11490	87	13	ui	ui	PROPN
easat-11490	87	14	that	that	PRON
easat-11490	87	15	offers	offer	VERB
easat-11490	87	16	higher	high	ADJ
easat-11490	87	17	education	education	NOUN
easat-11490	87	18	at	at	ADP
easat-11490	87	19	the	the	DET
easat-11490	87	20	diploma	diploma	NOUN
easat-11490	87	21	and	and	CCONJ
easat-11490	87	22	applied	apply	VERB
easat-11490	87	23	bachelor	bachelor	NOUN
easat-11490	87	24	levels	level	NOUN
easat-11490	87	25	(	(	PUNCT
easat-11490	87	26	d3	d3	PROPN
easat-11490	87	27	and	and	CCONJ
easat-11490	87	28	d4	d4	PROPN
easat-11490	87	29	)	)	PUNCT
easat-11490	87	30	,	,	PUNCT
easat-11490	87	31	with	with	ADP
easat-11490	87	32	a	a	DET
easat-11490	87	33	focus	focus	NOUN
easat-11490	87	34	on	on	ADP
easat-11490	87	35	the	the	DET
easat-11490	87	36	application	application	NOUN
easat-11490	87	37	of	of	ADP
easat-11490	87	38	applied	apply	VERB
easat-11490	87	39	skills	skill	NOUN
easat-11490	87	40	in	in	ADP
easat-11490	87	41	various	various	ADJ
easat-11490	87	42	fields	field	NOUN
easat-11490	87	43	.	.	PUNCT
easat-11490	88	1	this	this	DET
easat-11490	88	2	program	program	NOUN
easat-11490	88	3	aims	aim	VERB
easat-11490	88	4	to	to	PART
easat-11490	88	5	produce	produce	VERB
easat-11490	88	6	graduates	graduate	NOUN
easat-11490	88	7	who	who	PRON
easat-11490	88	8	are	be	AUX
easat-11490	88	9	ready	ready	ADJ
easat-11490	88	10	to	to	PART
easat-11490	88	11	work	work	VERB
easat-11490	88	12	and	and	CCONJ
easat-11490	88	13	possess	possess	VERB
easat-11490	88	14	the	the	DET
easat-11490	88	15	practical	practical	ADJ
easat-11490	88	16	skills	skill	NOUN
easat-11490	88	17	needed	need	VERB
easat-11490	88	18	by	by	ADP
easat-11490	88	19	the	the	DET
easat-11490	88	20	industry	industry	NOUN
easat-11490	88	21	.	.	PUNCT
easat-11490	89	1	the	the	DET
easat-11490	89	2	respondents	respondent	NOUN
easat-11490	89	3	of	of	ADP
easat-11490	89	4	this	this	DET
easat-11490	89	5	study	study	NOUN
easat-11490	89	6	were	be	AUX
easat-11490	89	7	ui	ui	PROPN
easat-11490	89	8	vocational	vocational	ADJ
easat-11490	89	9	program	program	NOUN
easat-11490	89	10	students	student	NOUN
easat-11490	89	11	from	from	ADP
easat-11490	89	12	15	15	NUM
easat-11490	89	13	study	study	NOUN
easat-11490	89	14	programs	program	NOUN
easat-11490	89	15	.	.	PUNCT
easat-11490	90	1	data	datum	NOUN
easat-11490	90	2	collection	collection	NOUN
easat-11490	90	3	was	be	AUX
easat-11490	90	4	carried	carry	VERB
easat-11490	90	5	out	out	ADP
easat-11490	90	6	using	use	VERB
easat-11490	90	7	purposive	purposive	ADJ
easat-11490	90	8	random	random	ADJ
easat-11490	90	9	sampling	sampling	NOUN
easat-11490	90	10	,	,	PUNCT
easat-11490	90	11	where	where	SCONJ
easat-11490	90	12	each	each	DET
easat-11490	90	13	study	study	NOUN
easat-11490	90	14	program	program	NOUN
easat-11490	90	15	was	be	AUX
easat-11490	90	16	represented	represent	VERB
easat-11490	90	17	.	.	PUNCT
easat-11490	91	1	the	the	DET
easat-11490	91	2	survey	survey	NOUN
easat-11490	91	3	was	be	AUX
easat-11490	91	4	conducted	conduct	VERB
easat-11490	91	5	by	by	ADP
easat-11490	91	6	distributing	distribute	VERB
easat-11490	91	7	questionnaires	questionnaire	NOUN
easat-11490	91	8	via	via	ADP
easat-11490	91	9	g	g	NOUN
easat-11490	91	10	-	-	PUNCT
easat-11490	91	11	forms	form	NOUN
easat-11490	91	12	from	from	ADP
easat-11490	91	13	april	april	PROPN
easat-11490	91	14	to	to	ADP
easat-11490	91	15	august	august	PROPN
easat-11490	91	16	2024	2024	NUM
easat-11490	91	17	.	.	PUNCT
easat-11490	92	1	the	the	DET
easat-11490	92	2	questionnaire	questionnaire	NOUN
easat-11490	92	3	was	be	AUX
easat-11490	92	4	designed	design	VERB
easat-11490	92	5	using	use	VERB
easat-11490	92	6	a	a	DET
easat-11490	92	7	likert	likert	ADJ
easat-11490	92	8	scale	scale	NOUN
easat-11490	92	9	to	to	PART
easat-11490	92	10	measure	measure	VERB
easat-11490	92	11	respondents	respondent	NOUN
easat-11490	92	12	'	'	PART
easat-11490	92	13	perceptions	perception	NOUN
easat-11490	92	14	of	of	ADP
easat-11490	92	15	device	device	NOUN
easat-11490	92	16	ownership	ownership	NOUN
easat-11490	92	17	,	,	PUNCT
easat-11490	92	18	campus	campus	NOUN
easat-11490	92	19	services	service	NOUN
easat-11490	92	20	,	,	PUNCT
easat-11490	92	21	user	user	NOUN
easat-11490	92	22	experience	experience	NOUN
easat-11490	92	23	,	,	PUNCT
easat-11490	92	24	digital	digital	ADJ
easat-11490	92	25	transformation	transformation	NOUN
easat-11490	92	26	,	,	PUNCT
easat-11490	92	27	and	and	CCONJ
easat-11490	92	28	needs	need	NOUN
easat-11490	92	29	.	.	PUNCT
easat-11490	93	1	each	each	DET
easat-11490	93	2	item	item	NOUN
easat-11490	93	3	on	on	ADP
easat-11490	93	4	the	the	DET
easat-11490	93	5	scale	scale	NOUN
easat-11490	93	6	ranged	range	VERB
easat-11490	93	7	from	from	ADP
easat-11490	93	8	1	1	NUM
easat-11490	93	9	(	(	PUNCT
easat-11490	93	10	strongly	strongly	ADV
easat-11490	93	11	disagree	disagree	VERB
easat-11490	93	12	)	)	PUNCT
easat-11490	93	13	to	to	ADP
easat-11490	93	14	5	5	NUM
easat-11490	93	15	(	(	PUNCT
easat-11490	93	16	strongly	strongly	ADV
easat-11490	93	17	agree	agree	VERB
easat-11490	93	18	)	)	PUNCT
easat-11490	93	19	.	.	PUNCT
easat-11490	94	1	the	the	DET
easat-11490	94	2	number	number	NOUN
easat-11490	94	3	of	of	ADP
easat-11490	94	4	respondents	respondent	NOUN
easat-11490	94	5	collected	collect	VERB
easat-11490	94	6	was	be	AUX
easat-11490	94	7	589	589	NUM
easat-11490	94	8	.	.	PUNCT
easat-11490	95	1	considering	consider	VERB
easat-11490	95	2	that	that	SCONJ
easat-11490	95	3	the	the	DET
easat-11490	95	4	total	total	ADJ
easat-11490	95	5	number	number	NOUN
easat-11490	95	6	of	of	ADP
easat-11490	95	7	ui	ui	PROPN
easat-11490	95	8	vocational	vocational	ADJ
easat-11490	95	9	students	student	NOUN
easat-11490	95	10	is	be	AUX
easat-11490	95	11	around	around	ADP
easat-11490	95	12	3,000	3,000	NUM
easat-11490	95	13	,	,	PUNCT
easat-11490	95	14	the	the	DET
easat-11490	95	15	number	number	NOUN
easat-11490	95	16	of	of	ADP
easat-11490	95	17	respondents	respondent	NOUN
easat-11490	95	18	is	be	AUX
easat-11490	95	19	quite	quite	ADV
easat-11490	95	20	representative	representative	NOUN
easat-11490	95	21	of	of	ADP
easat-11490	95	22	the	the	DET
easat-11490	95	23	population	population	NOUN
easat-11490	95	24	,	,	PUNCT
easat-11490	95	25	which	which	PRON
easat-11490	95	26	is	be	AUX
easat-11490	95	27	approximately	approximately	ADV
easat-11490	95	28	20	20	NUM
easat-11490	95	29	%	%	NOUN
easat-11490	95	30	of	of	ADP
easat-11490	95	31	the	the	DET
easat-11490	95	32	total	total	ADJ
easat-11490	95	33	population	population	NOUN
easat-11490	95	34	.	.	PUNCT
easat-11490	96	1	data	datum	NOUN
easat-11490	96	2	analysis	analysis	NOUN
easat-11490	96	3	was	be	AUX
easat-11490	96	4	conducted	conduct	VERB
easat-11490	96	5	quantitatively	quantitatively	ADV
easat-11490	96	6	,	,	PUNCT
easat-11490	96	7	divided	divide	VERB
easat-11490	96	8	into	into	ADP
easat-11490	96	9	two	two	NUM
easat-11490	96	10	,	,	PUNCT
easat-11490	96	11	namely	namely	ADV
easat-11490	96	12	descriptive	descriptive	ADJ
easat-11490	96	13	analysis	analysis	NOUN
easat-11490	96	14	and	and	CCONJ
easat-11490	96	15	inference	inference	NOUN
easat-11490	96	16	analysis	analysis	NOUN
easat-11490	96	17	using	use	VERB
easat-11490	96	18	structural	structural	ADJ
easat-11490	96	19	equation	equation	NOUN
easat-11490	96	20	modeling	modeling	NOUN
easat-11490	96	21	-	-	PUNCT
easat-11490	96	22	partial	partial	ADJ
easat-11490	96	23	least	least	ADJ
easat-11490	96	24	squares	square	NOUN
easat-11490	96	25	(	(	PUNCT
easat-11490	96	26	sem	sem	NOUN
easat-11490	96	27	-	-	PUNCT
easat-11490	96	28	pls	pls	NOUN
easat-11490	96	29	)	)	PUNCT
easat-11490	96	30	.	.	PUNCT
easat-11490	97	1	the	the	DET
easat-11490	97	2	software	software	NOUN
easat-11490	97	3	used	use	VERB
easat-11490	97	4	is	be	AUX
easat-11490	97	5	smartpls	smartpls	NOUN
easat-11490	97	6	4	4	NUM
easat-11490	97	7	.	.	NOUN
easat-11490	97	8	2.3	2.3	NUM
easat-11490	97	9	.	.	PUNCT
easat-11490	98	1	variables	variable	NOUN
easat-11490	98	2	operational	operational	ADJ
easat-11490	98	3	and	and	CCONJ
easat-11490	98	4	research	research	NOUN
easat-11490	98	5	paradigms	paradigm	VERB
easat-11490	98	6	this	this	DET
easat-11490	98	7	study	study	NOUN
easat-11490	98	8	employs	employ	VERB
easat-11490	98	9	a	a	DET
easat-11490	98	10	quantitative	quantitative	ADJ
easat-11490	98	11	approach	approach	NOUN
easat-11490	98	12	to	to	PART
easat-11490	98	13	explore	explore	VERB
easat-11490	98	14	the	the	DET
easat-11490	98	15	need	need	NOUN
easat-11490	98	16	for	for	ADP
easat-11490	98	17	mobile	mobile	ADJ
easat-11490	98	18	apps	app	NOUN
easat-11490	98	19	in	in	ADP
easat-11490	98	20	campus	campus	NOUN
easat-11490	98	21	support	support	NOUN
easat-11490	98	22	services	service	NOUN
easat-11490	98	23	.	.	PUNCT
easat-11490	99	1	the	the	DET
easat-11490	99	2	survey	survey	NOUN
easat-11490	99	3	method	method	NOUN
easat-11490	99	4	is	be	AUX
easat-11490	99	5	used	use	VERB
easat-11490	99	6	to	to	PART
easat-11490	99	7	address	address	VERB
easat-11490	99	8	research	research	NOUN
easat-11490	99	9	questions	question	NOUN
easat-11490	99	10	regarding	regard	VERB
easat-11490	99	11	the	the	DET
easat-11490	99	12	influence	influence	NOUN
easat-11490	99	13	of	of	ADP
easat-11490	99	14	device	device	NOUN
easat-11490	99	15	ownership	ownership	NOUN
easat-11490	99	16	,	,	PUNCT
easat-11490	99	17	digital	digital	ADJ
easat-11490	99	18	transformation	transformation	NOUN
easat-11490	99	19	,	,	PUNCT
easat-11490	99	20	campus	campus	NOUN
easat-11490	99	21	services	service	NOUN
easat-11490	99	22	,	,	PUNCT
easat-11490	99	23	and	and	CCONJ
easat-11490	99	24	user	user	NOUN
easat-11490	99	25	experience	experience	NOUN
easat-11490	99	26	on	on	ADP
easat-11490	99	27	the	the	DET
easat-11490	99	28	need	need	NOUN
easat-11490	99	29	for	for	ADP
easat-11490	99	30	mobile	mobile	ADJ
easat-11490	99	31	apps	app	NOUN
easat-11490	99	32	.	.	PUNCT
easat-11490	100	1	there	there	PRON
easat-11490	100	2	are	be	VERB
easat-11490	100	3	five	five	NUM
easat-11490	100	4	variables	variable	NOUN
easat-11490	100	5	along	along	ADV
easat-11490	100	6	with	with	ADP
easat-11490	100	7	their	their	PRON
easat-11490	100	8	respective	respective	ADJ
easat-11490	100	9	indicators	indicator	NOUN
easat-11490	100	10	:	:	PUNCT
easat-11490	100	11	device	device	NOUN
easat-11490	100	12	ownership	ownership	NOUN
easat-11490	100	13	,	,	PUNCT
easat-11490	100	14	campus	campus	NOUN
easat-11490	100	15	services	service	NOUN
easat-11490	100	16	,	,	PUNCT
easat-11490	100	17	user	user	NOUN
easat-11490	100	18	experience	experience	NOUN
easat-11490	100	19	,	,	PUNCT
easat-11490	100	20	digital	digital	ADJ
easat-11490	100	21	transformation	transformation	NOUN
easat-11490	100	22	,	,	PUNCT
easat-11490	100	23	and	and	CCONJ
easat-11490	100	24	needs	need	NOUN
easat-11490	100	25	,	,	PUNCT
easat-11490	100	26	which	which	PRON
easat-11490	100	27	are	be	AUX
easat-11490	100	28	detailed	detail	VERB
easat-11490	100	29	in	in	ADP
easat-11490	100	30	table	table	NOUN
easat-11490	100	31	1	1	NUM
easat-11490	100	32	.	.	PUNCT
easat-11490	101	1	like	like	INTJ
easat-11490	101	2	dollah	dollah	PROPN
easat-11490	101	3	et	et	PROPN
easat-11490	101	4	al	al	PROPN
easat-11490	101	5	.	.	PUNCT
easat-11490	102	1	[	[	X
easat-11490	102	2	15	15	NUM
easat-11490	102	3	]	]	X
easat-11490	102	4	,	,	PUNCT
easat-11490	102	5	who	who	PRON
easat-11490	102	6	studied	study	VERB
easat-11490	102	7	the	the	DET
easat-11490	102	8	need	need	NOUN
easat-11490	102	9	for	for	ADP
easat-11490	102	10	mobile	mobile	ADJ
easat-11490	102	11	apps	app	NOUN
easat-11490	102	12	at	at	ADP
easat-11490	102	13	a	a	DET
easat-11490	102	14	bank	bank	NOUN
easat-11490	102	15	,	,	PUNCT
easat-11490	102	16	this	this	DET
easat-11490	102	17	study	study	NOUN
easat-11490	102	18	began	begin	VERB
easat-11490	102	19	by	by	ADP
easat-11490	102	20	examining	examine	VERB
easat-11490	102	21	how	how	SCONJ
easat-11490	102	22	respondents	respondent	NOUN
easat-11490	102	23	owned	own	VERB
easat-11490	102	24	devices	device	NOUN
easat-11490	102	25	,	,	PUNCT
easat-11490	102	26	including	include	VERB
easat-11490	102	27	whether	whether	SCONJ
easat-11490	102	28	they	they	PRON
easat-11490	102	29	had	have	AUX
easat-11490	102	30	smartphones	smartphone	NOUN
easat-11490	102	31	,	,	PUNCT
easat-11490	102	32	laptops	laptop	NOUN
easat-11490	102	33	,	,	PUNCT
easat-11490	102	34	or	or	CCONJ
easat-11490	102	35	tablets	tablet	NOUN
easat-11490	102	36	.	.	PUNCT
easat-11490	103	1	additionally	additionally	ADV
easat-11490	103	2	,	,	PUNCT
easat-11490	103	3	dollah	dollah	PROPN
easat-11490	103	4	et	et	PROPN
easat-11490	103	5	al	al	PROPN
easat-11490	103	6	.	.	PUNCT
easat-11490	104	1	[	[	X
easat-11490	104	2	15	15	NUM
easat-11490	104	3	]	]	PUNCT
easat-11490	104	4	also	also	ADV
easat-11490	104	5	investigated	investigate	VERB
easat-11490	104	6	user	user	NOUN
easat-11490	104	7	experience	experience	NOUN
easat-11490	104	8	in	in	ADP
easat-11490	104	9	using	use	VERB
easat-11490	104	10	existing	exist	VERB
easat-11490	104	11	applications	application	NOUN
easat-11490	104	12	,	,	PUNCT
easat-11490	104	13	focusing	focus	VERB
easat-11490	104	14	on	on	ADP
easat-11490	104	15	aspects	aspect	NOUN
easat-11490	104	16	such	such	ADJ
easat-11490	104	17	as	as	ADP
easat-11490	104	18	user	user	NOUN
easat-11490	104	19	interface	interface	NOUN
easat-11490	104	20	,	,	PUNCT
easat-11490	104	21	content	content	NOUN
easat-11490	104	22	navigation	navigation	NOUN
easat-11490	104	23	,	,	PUNCT
easat-11490	104	24	and	and	CCONJ
easat-11490	104	25	dashboards	dashboard	NOUN
easat-11490	104	26	.	.	PUNCT
easat-11490	105	1	furthermore	furthermore	ADV
easat-11490	105	2	,	,	PUNCT
easat-11490	105	3	the	the	DET
easat-11490	105	4	campus	campus	NOUN
easat-11490	105	5	service	service	NOUN
easat-11490	105	6	variable	variable	NOUN
easat-11490	105	7	refers	refer	VERB
easat-11490	105	8	to	to	ADP
easat-11490	105	9	[	[	X
easat-11490	105	10	4	4	NUM
easat-11490	105	11	]	]	PUNCT
easat-11490	105	12	,	,	PUNCT
easat-11490	105	13	who	who	PRON
easat-11490	105	14	studied	study	VERB
easat-11490	105	15	campus	campus	NOUN
easat-11490	105	16	services	service	NOUN
easat-11490	105	17	in	in	ADP
easat-11490	105	18	higher	high	ADJ
easat-11490	105	19	education	education	NOUN
easat-11490	105	20	,	,	PUNCT
easat-11490	105	21	where	where	SCONJ
easat-11490	105	22	the	the	DET
easat-11490	105	23	learning	learning	NOUN
easat-11490	105	24	experience	experience	NOUN
easat-11490	105	25	of	of	ADP
easat-11490	105	26	students	student	NOUN
easat-11490	105	27	and	and	CCONJ
easat-11490	105	28	campus	campus	NOUN
easat-11490	105	29	administrators	administrator	NOUN
easat-11490	105	30	is	be	AUX
easat-11490	105	31	the	the	DET
easat-11490	105	32	main	main	ADJ
easat-11490	105	33	indicator	indicator	NOUN
easat-11490	105	34	[	[	X
easat-11490	105	35	16	16	NUM
easat-11490	105	36	]	]	PUNCT
easat-11490	105	37	,	,	PUNCT
easat-11490	105	38	making	make	VERB
easat-11490	105	39	the	the	DET
easat-11490	105	40	easeof	easeof	ADJ
easat-11490	105	41	-	-	PUNCT
easat-11490	105	42	use	use	NOUN
easat-11490	105	43	indicator	indicator	NOUN
easat-11490	105	44	the	the	DET
easat-11490	105	45	focus	focus	NOUN
easat-11490	105	46	of	of	ADP
easat-11490	105	47	the	the	DET
easat-11490	105	48	campus	campus	NOUN
easat-11490	105	49	service	service	NOUN
easat-11490	105	50	approach	approach	NOUN
easat-11490	105	51	taken	take	VERB
easat-11490	105	52	.	.	PUNCT
easat-11490	106	1	the	the	DET
easat-11490	106	2	needs	need	NOUN
easat-11490	106	3	variable	variable	NOUN
easat-11490	106	4	itself	itself	PRON
easat-11490	106	5	refers	refer	VERB
easat-11490	106	6	to	to	ADP
easat-11490	106	7	sun	sun	PROPN
easat-11490	106	8	et	et	PROPN
easat-11490	106	9	al	al	PROPN
easat-11490	106	10	.	.	PUNCT
easat-11490	107	1	[	[	X
easat-11490	107	2	17	17	NUM
easat-11490	107	3	]	]	PUNCT
easat-11490	107	4	,	,	PUNCT
easat-11490	107	5	who	who	PRON
easat-11490	107	6	created	create	VERB
easat-11490	107	7	2	2	NUM
easat-11490	107	8	indicators	indicator	NOUN
easat-11490	107	9	,	,	PUNCT
easat-11490	107	10	namely	namely	ADV
easat-11490	107	11	utilitarian	utilitarian	ADJ
easat-11490	107	12	needs	need	NOUN
easat-11490	107	13	satisfaction	satisfaction	NOUN
easat-11490	107	14	and	and	CCONJ
easat-11490	107	15	security	security	NOUN
easat-11490	107	16	needs	need	VERB
easat-11490	107	17	satisfaction	satisfaction	NOUN
easat-11490	107	18	.	.	PUNCT
easat-11490	108	1	the	the	DET
easat-11490	108	2	list	list	NOUN
easat-11490	108	3	of	of	ADP
easat-11490	108	4	variables	variable	NOUN
easat-11490	108	5	and	and	CCONJ
easat-11490	108	6	indicators	indicator	NOUN
easat-11490	108	7	is	be	AUX
easat-11490	108	8	presented	present	VERB
easat-11490	108	9	in	in	ADP
easat-11490	108	10	table	table	NOUN
easat-11490	108	11	1	1	NUM
easat-11490	108	12	.	.	PUNCT
easat-11490	108	13	table	table	NOUN
easat-11490	108	14	1	1	NUM
easat-11490	108	15	.	.	X
easat-11490	108	16	list	list	NOUN
easat-11490	108	17	of	of	ADP
easat-11490	108	18	variables	variable	NOUN
easat-11490	108	19	and	and	CCONJ
easat-11490	108	20	indicators	indicator	NOUN
easat-11490	108	21	.	.	PUNCT
easat-11490	109	1	no	no	DET
easat-11490	109	2	variables	variable	NOUN
easat-11490	109	3	indicators	indicator	NOUN
easat-11490	109	4	1	1	NUM
easat-11490	109	5	.	.	PUNCT
easat-11490	109	6	device	device	NOUN
easat-11490	109	7	ownership	ownership	NOUN
easat-11490	109	8	device	device	NOUN
easat-11490	109	9	ownership	ownership	NOUN
easat-11490	109	10	2	2	NUM
easat-11490	109	11	.	.	PUNCT
easat-11490	109	12	digital	digital	ADJ
easat-11490	109	13	transformations	transformation	NOUN
easat-11490	109	14	digitalization	digitalization	NOUN
easat-11490	109	15	of	of	ADP
easat-11490	109	16	educational	educational	ADJ
easat-11490	109	17	services	service	NOUN
easat-11490	109	18	3	3	NUM
easat-11490	109	19	.	.	PUNCT
easat-11490	109	20	campus	campus	NOUN
easat-11490	109	21	services	service	NOUN
easat-11490	109	22	academic	academic	ADJ
easat-11490	109	23	and	and	CCONJ
easat-11490	109	24	student	student	NOUN
easat-11490	109	25	learning	learning	NOUN
easat-11490	109	26	ease	ease	NOUN
easat-11490	109	27	of	of	ADP
easat-11490	109	28	use	use	NOUN
easat-11490	109	29	4	4	NUM
easat-11490	109	30	.	.	PUNCT
easat-11490	109	31	user	user	NOUN
easat-11490	109	32	experience	experience	PROPN
easat-11490	109	33	interface	interface	NOUN
easat-11490	109	34	preference	preference	NOUN
easat-11490	109	35	5	5	NUM
easat-11490	109	36	.	.	PUNCT
easat-11490	109	37	needs	need	VERB
easat-11490	109	38	utilitarian	utilitarian	ADJ
easat-11490	109	39	needs	need	NOUN
easat-11490	109	40	satisfaction	satisfaction	NOUN
easat-11490	109	41	security	security	NOUN
easat-11490	109	42	needs	need	VERB
easat-11490	109	43	satisfaction	satisfaction	VERB
easat-11490	109	44	the	the	DET
easat-11490	109	45	path	path	NOUN
easat-11490	109	46	relationships	relationship	NOUN
easat-11490	109	47	between	between	ADP
easat-11490	109	48	variables	variable	NOUN
easat-11490	109	49	addressing	address	VERB
easat-11490	109	50	the	the	DET
easat-11490	109	51	hypotheses	hypothesis	NOUN
easat-11490	109	52	are	be	AUX
easat-11490	109	53	illustrated	illustrate	VERB
easat-11490	109	54	in	in	ADP
easat-11490	109	55	figure	figure	NOUN
easat-11490	109	56	2	2	NUM
easat-11490	109	57	.	.	PUNCT
easat-11490	110	1	this	this	DET
easat-11490	110	2	figure	figure	NOUN
easat-11490	110	3	depicts	depict	VERB
easat-11490	110	4	the	the	DET
easat-11490	110	5	conceptual	conceptual	ADJ
easat-11490	110	6	framework	framework	NOUN
easat-11490	110	7	outlining	outline	VERB
easat-11490	110	8	the	the	DET
easat-11490	110	9	interconnections	interconnection	NOUN
easat-11490	110	10	between	between	ADP
easat-11490	110	11	key	key	ADJ
easat-11490	110	12	variables	variable	NOUN
easat-11490	110	13	in	in	ADP
easat-11490	110	14	this	this	DET
easat-11490	110	15	study	study	NOUN
easat-11490	110	16	.	.	PUNCT
easat-11490	111	1	specifically	specifically	ADV
easat-11490	111	2	,	,	PUNCT
easat-11490	111	3	it	it	PRON
easat-11490	111	4	shows	show	VERB
easat-11490	111	5	how	how	SCONJ
easat-11490	111	6	device	device	NOUN
easat-11490	111	7	ownership	ownership	NOUN
easat-11490	111	8	and	and	CCONJ
easat-11490	111	9	campus	campus	NOUN
easat-11490	111	10	services	service	NOUN
easat-11490	111	11	influence	influence	PROPN
easat-11490	111	12	user	user	NOUN
easat-11490	111	13	experience	experience	NOUN
easat-11490	111	14	,	,	PUNCT
easat-11490	111	15	which	which	PRON
easat-11490	111	16	in	in	ADP
easat-11490	111	17	turn	turn	NOUN
easat-11490	111	18	impacts	impact	VERB
easat-11490	111	19	digital	digital	ADJ
easat-11490	111	20	transformation	transformation	NOUN
easat-11490	111	21	,	,	PUNCT
easat-11490	111	22	ultimately	ultimately	ADV
easat-11490	111	23	shaping	shape	VERB
easat-11490	111	24	students	student	NOUN
easat-11490	111	25	’	'	PUNCT
easat-11490	111	26	needs	need	NOUN
easat-11490	111	27	for	for	ADP
easat-11490	111	28	mobile	mobile	ADJ
easat-11490	111	29	apps	app	NOUN
easat-11490	111	30	on	on	ADP
easat-11490	111	31	the	the	DET
easat-11490	111	32	three	three	NUM
easat-11490	111	33	platforms	platform	NOUN
easat-11490	111	34	mentioned	mention	VERB
easat-11490	111	35	above	above	ADV
easat-11490	111	36	.	.	PUNCT
easat-11490	112	1	20	20	NUM
easat-11490	112	2	edelweiss	edelweiss	PROPN
easat-11490	112	3	applied	apply	VERB
easat-11490	112	4	science	science	NOUN
easat-11490	112	5	and	and	CCONJ
easat-11490	112	6	technology	technology	NOUN
easat-11490	112	7	issn	issn	PROPN
easat-11490	112	8	:	:	PUNCT
easat-11490	112	9	2576	2576	NUM
easat-11490	112	10	-	-	SYM
easat-11490	112	11	8484	8484	NUM
easat-11490	112	12	vol	vol	NOUN
easat-11490	112	13	.	.	PROPN
easat-11490	113	1	10	10	NUM
easat-11490	113	2	,	,	PUNCT
easat-11490	113	3	no	no	INTJ
easat-11490	113	4	.	.	NOUN
easat-11490	113	5	1	1	NUM
easat-11490	113	6	:	:	SYM
easat-11490	113	7	16	16	NUM
easat-11490	113	8	-	-	SYM
easat-11490	113	9	26	26	NUM
easat-11490	113	10	,	,	PUNCT
easat-11490	113	11	2026	2026	NUM
easat-11490	113	12	doi	doi	NOUN
easat-11490	113	13	:	:	PUNCT
easat-11490	113	14	10.55214/2576	10.55214/2576	NUM
easat-11490	113	15	-	-	NUM
easat-11490	113	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	113	17	©	©	PROPN
easat-11490	113	18	2026	2026	NUM
easat-11490	113	19	by	by	ADP
easat-11490	113	20	the	the	DET
easat-11490	113	21	authors	author	NOUN
easat-11490	113	22	;	;	PUNCT
easat-11490	113	23	licensee	licensee	PROPN
easat-11490	113	24	learning	learn	VERB
easat-11490	113	25	gate	gate	NOUN
easat-11490	113	26	figure	figure	NOUN
easat-11490	113	27	2	2	NUM
easat-11490	113	28	.	.	PUNCT
easat-11490	113	29	research	research	NOUN
easat-11490	113	30	conceptual	conceptual	ADJ
easat-11490	113	31	framework	framework	NOUN
easat-11490	113	32	.	.	PUNCT
easat-11490	114	1	therefore	therefore	ADV
easat-11490	114	2	,	,	PUNCT
easat-11490	114	3	we	we	PRON
easat-11490	114	4	propose	propose	VERB
easat-11490	114	5	the	the	DET
easat-11490	114	6	following	following	ADJ
easat-11490	114	7	hypotheses	hypothesis	NOUN
easat-11490	114	8	:	:	PUNCT
easat-11490	114	9	hypothesis	hypothesis	NOUN
easat-11490	114	10	1	1	NUM
easat-11490	114	11	(	(	PUNCT
easat-11490	114	12	h1	h1	PROPN
easat-11490	114	13	):	):	PUNCT
easat-11490	114	14	the	the	DET
easat-11490	114	15	effect	effect	NOUN
easat-11490	114	16	of	of	ADP
easat-11490	114	17	device	device	NOUN
easat-11490	114	18	ownership	ownership	NOUN
easat-11490	114	19	on	on	ADP
easat-11490	114	20	user	user	NOUN
easat-11490	114	21	experience	experience	NOUN
easat-11490	114	22	hypothesis	hypothesis	NOUN
easat-11490	114	23	2	2	NUM
easat-11490	114	24	(	(	PUNCT
easat-11490	114	25	h2	h2	NOUN
easat-11490	114	26	):	):	PUNCT
easat-11490	114	27	the	the	DET
easat-11490	114	28	effect	effect	NOUN
easat-11490	114	29	of	of	ADP
easat-11490	114	30	campus	campus	NOUN
easat-11490	114	31	services	service	NOUN
easat-11490	114	32	on	on	ADP
easat-11490	114	33	user	user	NOUN
easat-11490	114	34	experience	experience	NOUN
easat-11490	114	35	hypothesis	hypothesis	NOUN
easat-11490	114	36	3	3	NUM
easat-11490	114	37	(	(	PUNCT
easat-11490	114	38	h3	h3	NOUN
easat-11490	114	39	):	):	PUNCT
easat-11490	114	40	the	the	DET
easat-11490	114	41	effect	effect	NOUN
easat-11490	114	42	of	of	ADP
easat-11490	114	43	user	user	NOUN
easat-11490	114	44	experience	experience	NOUN
easat-11490	114	45	on	on	ADP
easat-11490	114	46	digital	digital	ADJ
easat-11490	114	47	transformation	transformation	NOUN
easat-11490	114	48	hypothesis	hypothesis	NOUN
easat-11490	114	49	4	4	NUM
easat-11490	114	50	(	(	PUNCT
easat-11490	114	51	h4	h4	NOUN
easat-11490	114	52	):	):	PUNCT
easat-11490	114	53	the	the	DET
easat-11490	114	54	effect	effect	NOUN
easat-11490	114	55	of	of	ADP
easat-11490	114	56	digital	digital	ADJ
easat-11490	114	57	transformation	transformation	NOUN
easat-11490	114	58	on	on	ADP
easat-11490	114	59	needs	need	NOUN
easat-11490	114	60	3	3	NUM
easat-11490	114	61	.	.	PUNCT
easat-11490	114	62	results	result	NOUN
easat-11490	114	63	3.1	3.1	NUM
easat-11490	114	64	.	.	PUNCT
easat-11490	115	1	respondent	respondent	NOUN
easat-11490	115	2	profile	profile	NOUN
easat-11490	115	3	most	most	ADJ
easat-11490	115	4	respondents	respondent	NOUN
easat-11490	115	5	in	in	ADP
easat-11490	115	6	this	this	DET
easat-11490	115	7	study	study	NOUN
easat-11490	115	8	are	be	AUX
easat-11490	115	9	male	male	ADJ
easat-11490	115	10	(	(	PUNCT
easat-11490	115	11	70.1	70.1	NUM
easat-11490	115	12	%	%	NOUN
easat-11490	115	13	)	)	PUNCT
easat-11490	115	14	,	,	PUNCT
easat-11490	115	15	while	while	SCONJ
easat-11490	115	16	female	female	ADJ
easat-11490	115	17	respondents	respondent	NOUN
easat-11490	115	18	account	account	VERB
easat-11490	115	19	for	for	ADP
easat-11490	115	20	29.9	29.9	NUM
easat-11490	115	21	%	%	NOUN
easat-11490	115	22	.	.	PUNCT
easat-11490	116	1	based	base	VERB
easat-11490	116	2	on	on	ADP
easat-11490	116	3	age	age	NOUN
easat-11490	116	4	groups	group	NOUN
easat-11490	116	5	,	,	PUNCT
easat-11490	116	6	most	most	ADJ
easat-11490	116	7	participants	participant	NOUN
easat-11490	116	8	are	be	AUX
easat-11490	116	9	19	19	NUM
easat-11490	116	10	years	year	NOUN
easat-11490	116	11	old	old	ADJ
easat-11490	116	12	(	(	PUNCT
easat-11490	116	13	41.3	41.3	NUM
easat-11490	116	14	%	%	NOUN
easat-11490	116	15	)	)	PUNCT
easat-11490	116	16	,	,	PUNCT
easat-11490	116	17	followed	follow	VERB
easat-11490	116	18	by	by	ADP
easat-11490	116	19	those	those	DET
easat-11490	116	20	aged	age	VERB
easat-11490	116	21	20	20	NUM
easat-11490	116	22	years	year	NOUN
easat-11490	116	23	(	(	PUNCT
easat-11490	116	24	27.2	27.2	NUM
easat-11490	116	25	%	%	NOUN
easat-11490	116	26	)	)	PUNCT
easat-11490	116	27	and	and	CCONJ
easat-11490	116	28	18	18	NUM
easat-11490	116	29	years	year	NOUN
easat-11490	116	30	(	(	PUNCT
easat-11490	116	31	15.8	15.8	NUM
easat-11490	116	32	%	%	NOUN
easat-11490	116	33	)	)	PUNCT
easat-11490	116	34	.	.	PUNCT
easat-11490	117	1	respondents	respondent	NOUN
easat-11490	117	2	under	under	ADP
easat-11490	117	3	17	17	NUM
easat-11490	117	4	years	year	NOUN
easat-11490	117	5	old	old	ADJ
easat-11490	117	6	and	and	CCONJ
easat-11490	117	7	over	over	ADP
easat-11490	117	8	22	22	NUM
easat-11490	117	9	years	year	NOUN
easat-11490	117	10	old	old	ADJ
easat-11490	117	11	are	be	AUX
easat-11490	117	12	significantly	significantly	ADV
easat-11490	117	13	fewer	few	ADJ
easat-11490	117	14	,	,	PUNCT
easat-11490	117	15	at	at	ADP
easat-11490	117	16	2.7	2.7	NUM
easat-11490	117	17	%	%	NOUN
easat-11490	117	18	and	and	CCONJ
easat-11490	117	19	1.3	1.3	NUM
easat-11490	117	20	%	%	NOUN
easat-11490	117	21	,	,	PUNCT
easat-11490	117	22	respectively	respectively	ADV
easat-11490	117	23	.	.	PUNCT
easat-11490	118	1	regarding	regard	VERB
easat-11490	118	2	educational	educational	ADJ
easat-11490	118	3	levels	level	NOUN
easat-11490	118	4	,	,	PUNCT
easat-11490	118	5	61	61	NUM
easat-11490	118	6	%	%	NOUN
easat-11490	118	7	of	of	ADP
easat-11490	118	8	respondents	respondent	NOUN
easat-11490	118	9	are	be	AUX
easat-11490	118	10	enrolled	enrol	VERB
easat-11490	118	11	in	in	ADP
easat-11490	118	12	a	a	DET
easat-11490	118	13	diploma	diploma	NOUN
easat-11490	118	14	4	4	NUM
easat-11490	118	15	(	(	PUNCT
easat-11490	118	16	d4	d4	PROPN
easat-11490	118	17	)	)	PUNCT
easat-11490	118	18	program	program	NOUN
easat-11490	118	19	,	,	PUNCT
easat-11490	118	20	while	while	SCONJ
easat-11490	118	21	39	39	NUM
easat-11490	118	22	%	%	NOUN
easat-11490	118	23	are	be	AUX
easat-11490	118	24	in	in	ADP
easat-11490	118	25	a	a	DET
easat-11490	118	26	diploma	diploma	NOUN
easat-11490	118	27	3	3	NUM
easat-11490	118	28	(	(	PUNCT
easat-11490	118	29	d3	d3	PROPN
easat-11490	118	30	)	)	PUNCT
easat-11490	118	31	program	program	NOUN
easat-11490	118	32	.	.	PUNCT
easat-11490	119	1	in	in	ADP
easat-11490	119	2	terms	term	NOUN
easat-11490	119	3	of	of	ADP
easat-11490	119	4	residence	residence	NOUN
easat-11490	119	5	,	,	PUNCT
easat-11490	119	6	most	most	ADJ
easat-11490	119	7	respondents	respondent	NOUN
easat-11490	119	8	live	live	VERB
easat-11490	119	9	with	with	ADP
easat-11490	119	10	their	their	PRON
easat-11490	119	11	parents	parent	NOUN
easat-11490	119	12	(	(	PUNCT
easat-11490	119	13	69.6	69.6	NUM
easat-11490	119	14	%	%	NOUN
easat-11490	119	15	)	)	PUNCT
easat-11490	119	16	,	,	PUNCT
easat-11490	119	17	while	while	SCONJ
easat-11490	119	18	24.3	24.3	NUM
easat-11490	119	19	%	%	NOUN
easat-11490	119	20	reside	reside	VERB
easat-11490	119	21	in	in	ADP
easat-11490	119	22	rented	rent	VERB
easat-11490	119	23	accommodations	accommodation	NOUN
easat-11490	119	24	.	.	PUNCT
easat-11490	120	1	a	a	DET
easat-11490	120	2	smaller	small	ADJ
easat-11490	120	3	portion	portion	NOUN
easat-11490	120	4	live	live	VERB
easat-11490	120	5	in	in	ADP
easat-11490	120	6	dormitories	dormitory	NOUN
easat-11490	120	7	(	(	PUNCT
easat-11490	120	8	1.3	1.3	NUM
easat-11490	120	9	%	%	NOUN
easat-11490	120	10	)	)	PUNCT
easat-11490	120	11	,	,	PUNCT
easat-11490	120	12	with	with	ADP
easat-11490	120	13	extended	extended	ADJ
easat-11490	120	14	family	family	NOUN
easat-11490	120	15	members	member	NOUN
easat-11490	120	16	(	(	PUNCT
easat-11490	120	17	3.4	3.4	NUM
easat-11490	120	18	%	%	NOUN
easat-11490	120	19	)	)	PUNCT
easat-11490	120	20	,	,	PUNCT
easat-11490	120	21	or	or	CCONJ
easat-11490	120	22	other	other	ADJ
easat-11490	120	23	arrangements	arrangement	NOUN
easat-11490	120	24	(	(	PUNCT
easat-11490	120	25	1.1	1.1	NUM
easat-11490	120	26	%	%	NOUN
easat-11490	120	27	)	)	PUNCT
easat-11490	120	28	.	.	PUNCT
easat-11490	121	1	the	the	DET
easat-11490	121	2	dominant	dominant	ADJ
easat-11490	121	3	respondent	respondent	NOUN
easat-11490	121	4	profile	profile	NOUN
easat-11490	121	5	consists	consist	VERB
easat-11490	121	6	of	of	ADP
easat-11490	121	7	male	male	ADJ
easat-11490	121	8	students	student	NOUN
easat-11490	121	9	aged	age	VERB
easat-11490	121	10	19–20	19–20	NUM
easat-11490	121	11	years	year	NOUN
easat-11490	121	12	,	,	PUNCT
easat-11490	121	13	enrolled	enrol	VERB
easat-11490	121	14	in	in	ADP
easat-11490	121	15	a	a	DET
easat-11490	121	16	d4	d4	PROPN
easat-11490	121	17	program	program	NOUN
easat-11490	121	18	,	,	PUNCT
easat-11490	121	19	and	and	CCONJ
easat-11490	121	20	living	live	VERB
easat-11490	121	21	with	with	ADP
easat-11490	121	22	their	their	PRON
easat-11490	121	23	parents	parent	NOUN
easat-11490	121	24	,	,	PUNCT
easat-11490	121	25	as	as	SCONJ
easat-11490	121	26	summarized	summarize	VERB
easat-11490	121	27	in	in	ADP
easat-11490	121	28	table	table	NOUN
easat-11490	121	29	2	2	NUM
easat-11490	121	30	.	.	PUNCT
easat-11490	121	31	table	table	NOUN
easat-11490	121	32	2	2	NUM
easat-11490	121	33	.	.	PUNCT
easat-11490	121	34	characteristics	characteristic	NOUN
easat-11490	121	35	of	of	ADP
easat-11490	121	36	respondents	respondent	NOUN
easat-11490	121	37	.	.	PUNCT
easat-11490	122	1	characteristics	characteristic	NOUN
easat-11490	122	2	description	description	NOUN
easat-11490	122	3	percentage	percentage	NOUN
easat-11490	122	4	gender	gender	NOUN
easat-11490	122	5	male	male	NOUN
easat-11490	122	6	70.1	70.1	NUM
easat-11490	122	7	%	%	NOUN
easat-11490	122	8	female	female	ADJ
easat-11490	122	9	29.9	29.9	NUM
easat-11490	122	10	%	%	NOUN
easat-11490	122	11	age	age	NOUN
easat-11490	122	12	<	<	X
easat-11490	122	13	17	17	NUM
easat-11490	122	14	years	year	NOUN
easat-11490	122	15	old	old	ADJ
easat-11490	122	16	2.7	2.7	NUM
easat-11490	122	17	%	%	NOUN
easat-11490	122	18	18	18	NUM
easat-11490	122	19	years	year	NOUN
easat-11490	122	20	old	old	ADJ
easat-11490	122	21	15.8	15.8	NUM
easat-11490	122	22	%	%	NOUN
easat-11490	122	23	19	19	NUM
easat-11490	122	24	years	year	NOUN
easat-11490	122	25	old	old	ADJ
easat-11490	122	26	41.3	41.3	NUM
easat-11490	122	27	%	%	NOUN
easat-11490	122	28	20	20	NUM
easat-11490	122	29	years	year	NOUN
easat-11490	122	30	old	old	ADJ
easat-11490	122	31	27.2	27.2	NUM
easat-11490	122	32	%	%	NOUN
easat-11490	122	33	21	21	NUM
easat-11490	122	34	years	year	NOUN
easat-11490	122	35	old	old	ADJ
easat-11490	122	36	11.7	11.7	NUM
easat-11490	122	37	%	%	NOUN
easat-11490	122	38	>	>	SYM
easat-11490	122	39	22	22	NUM
easat-11490	122	40	years	year	NOUN
easat-11490	122	41	old	old	ADJ
easat-11490	122	42	1.3	1.3	NUM
easat-11490	122	43	%	%	NOUN
easat-11490	122	44	education	education	NOUN
easat-11490	122	45	diploma	diploma	NOUN
easat-11490	122	46	3	3	NUM
easat-11490	122	47	(	(	PUNCT
easat-11490	122	48	d3	d3	PROPN
easat-11490	122	49	)	)	PUNCT
easat-11490	122	50	39	39	NUM
easat-11490	122	51	%	%	NOUN
easat-11490	122	52	diploma	diploma	NOUN
easat-11490	122	53	4	4	NUM
easat-11490	122	54	(	(	PUNCT
easat-11490	122	55	d4	d4	PROPN
easat-11490	122	56	)	)	PUNCT
easat-11490	122	57	61	61	NUM
easat-11490	122	58	%	%	NOUN
easat-11490	122	59	residence	residence	NOUN
easat-11490	122	60	living	live	VERB
easat-11490	122	61	with	with	ADP
easat-11490	122	62	parents	parent	NOUN
easat-11490	122	63	69.6	69.6	NUM
easat-11490	122	64	%	%	NOUN
easat-11490	122	65	renting	rent	VERB
easat-11490	122	66	24.3	24.3	NUM
easat-11490	122	67	%	%	NOUN
easat-11490	122	68	dormitory	dormitory	NOUN
easat-11490	122	69	1.3	1.3	NUM
easat-11490	122	70	%	%	NOUN
easat-11490	122	71	living	live	VERB
easat-11490	122	72	with	with	ADP
easat-11490	122	73	extended	extended	ADJ
easat-11490	122	74	family	family	NOUN
easat-11490	122	75	3.4	3.4	NUM
easat-11490	122	76	%	%	NOUN
easat-11490	122	77	others	other	NOUN
easat-11490	122	78	1.1	1.1	NUM
easat-11490	122	79	%	%	NOUN
easat-11490	122	80	21	21	NUM
easat-11490	122	81	edelweiss	edelweiss	PROPN
easat-11490	122	82	applied	apply	VERB
easat-11490	122	83	science	science	NOUN
easat-11490	122	84	and	and	CCONJ
easat-11490	122	85	technology	technology	NOUN
easat-11490	122	86	issn	issn	PROPN
easat-11490	122	87	:	:	PUNCT
easat-11490	122	88	2576	2576	NUM
easat-11490	122	89	-	-	SYM
easat-11490	122	90	8484	8484	NUM
easat-11490	122	91	vol	vol	NOUN
easat-11490	122	92	.	.	PROPN
easat-11490	123	1	10	10	NUM
easat-11490	123	2	,	,	PUNCT
easat-11490	123	3	no	no	INTJ
easat-11490	123	4	.	.	NOUN
easat-11490	123	5	1	1	NUM
easat-11490	123	6	:	:	SYM
easat-11490	123	7	16	16	NUM
easat-11490	123	8	-	-	SYM
easat-11490	123	9	26	26	NUM
easat-11490	123	10	,	,	PUNCT
easat-11490	123	11	2026	2026	NUM
easat-11490	123	12	doi	doi	NOUN
easat-11490	123	13	:	:	PUNCT
easat-11490	123	14	10.55214/2576	10.55214/2576	NUM
easat-11490	123	15	-	-	NUM
easat-11490	123	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	123	17	©	©	PROPN
easat-11490	123	18	2026	2026	NUM
easat-11490	123	19	by	by	ADP
easat-11490	123	20	the	the	DET
easat-11490	123	21	authors	author	NOUN
easat-11490	123	22	;	;	PUNCT
easat-11490	123	23	licensee	licensee	PROPN
easat-11490	123	24	learning	learning	NOUN
easat-11490	123	25	gate	gate	NOUN
easat-11490	123	26	3.2	3.2	NUM
easat-11490	123	27	.	.	PUNCT
easat-11490	124	1	reliability	reliability	NOUN
easat-11490	124	2	and	and	CCONJ
easat-11490	124	3	validity	validity	NOUN
easat-11490	124	4	construct	construct	VERB
easat-11490	124	5	before	before	ADP
easat-11490	124	6	testing	test	VERB
easat-11490	124	7	the	the	DET
easat-11490	124	8	proposed	propose	VERB
easat-11490	124	9	hypotheses	hypothesis	NOUN
easat-11490	124	10	,	,	PUNCT
easat-11490	124	11	it	it	PRON
easat-11490	124	12	is	be	AUX
easat-11490	124	13	essential	essential	ADJ
easat-11490	124	14	to	to	PART
easat-11490	124	15	conduct	conduct	VERB
easat-11490	124	16	validity	validity	NOUN
easat-11490	124	17	and	and	CCONJ
easat-11490	124	18	reliability	reliability	NOUN
easat-11490	124	19	assessments	assessment	NOUN
easat-11490	124	20	.	.	PUNCT
easat-11490	125	1	the	the	DET
easat-11490	125	2	measures	measure	NOUN
easat-11490	125	3	for	for	ADP
easat-11490	125	4	validity	validity	NOUN
easat-11490	125	5	and	and	CCONJ
easat-11490	125	6	reliability	reliability	NOUN
easat-11490	125	7	include	include	VERB
easat-11490	125	8	average	average	ADJ
easat-11490	125	9	variance	variance	NOUN
easat-11490	125	10	extracted	extract	VERB
easat-11490	125	11	(	(	PUNCT
easat-11490	125	12	ave	ave	NOUN
easat-11490	125	13	)	)	PUNCT
easat-11490	125	14	,	,	PUNCT
easat-11490	125	15	composite	composite	ADJ
easat-11490	125	16	reliability	reliability	NOUN
easat-11490	125	17	(	(	PUNCT
easat-11490	125	18	cr	cr	NOUN
easat-11490	125	19	)	)	PUNCT
easat-11490	125	20	,	,	PUNCT
easat-11490	125	21	cronbach	cronbach	VERB
easat-11490	125	22	’s	’s	PART
easat-11490	125	23	alpha	alpha	NOUN
easat-11490	125	24	,	,	PUNCT
easat-11490	125	25	and	and	CCONJ
easat-11490	125	26	communality	communality	NOUN
easat-11490	125	27	,	,	PUNCT
easat-11490	125	28	as	as	SCONJ
easat-11490	125	29	presented	present	VERB
easat-11490	125	30	in	in	ADP
easat-11490	125	31	table	table	NOUN
easat-11490	125	32	3	3	NUM
easat-11490	125	33	.	.	PUNCT
easat-11490	125	34	table	table	NOUN
easat-11490	125	35	3	3	NUM
easat-11490	125	36	.	.	PUNCT
easat-11490	125	37	validity	validity	NOUN
easat-11490	125	38	and	and	CCONJ
easat-11490	125	39	reliability	reliability	NOUN
easat-11490	125	40	test	test	NOUN
easat-11490	125	41	.	.	PUNCT
easat-11490	126	1	variable	variable	NOUN
easat-11490	126	2	construct	construct	VERB
easat-11490	126	3	cronbach	cronbach	PROPN
easat-11490	126	4	's	's	PART
easat-11490	126	5	alpha	alpha	NOUN
easat-11490	126	6	rho_a	rho_a	NOUN
easat-11490	126	7	composite	composite	ADJ
easat-11490	126	8	reliability	reliability	NOUN
easat-11490	126	9	average	average	ADJ
easat-11490	126	10	variance	variance	NOUN
easat-11490	126	11	extracted	extract	VERB
easat-11490	126	12	(	(	PUNCT
easat-11490	126	13	ave	ave	NOUN
easat-11490	126	14	)	)	PUNCT
easat-11490	126	15	campus	campus	NOUN
easat-11490	126	16	service	service	NOUN
easat-11490	126	17	0.857	0.857	NUM
easat-11490	126	18	0.871	0.871	NUM
easat-11490	126	19	0.898	0.898	NUM
easat-11490	126	20	0.639	0.639	NUM
easat-11490	126	21	device	device	NOUN
easat-11490	126	22	ownership	ownership	NOUN
easat-11490	126	23	0.651	0.651	NUM
easat-11490	126	24	0.667	0.667	NUM
easat-11490	126	25	0.850	0.850	NUM
easat-11490	126	26	0.739	0.739	NUM
easat-11490	126	27	digital	digital	ADJ
easat-11490	126	28	transformation	transformation	NOUN
easat-11490	126	29	0.876	0.876	NUM
easat-11490	126	30	0.880	0.880	NUM
easat-11490	126	31	0.910	0.910	NUM
easat-11490	126	32	0.670	0.670	NUM
easat-11490	126	33	needs	need	VERB
easat-11490	126	34	0.968	0.968	NUM
easat-11490	126	35	0.973	0.973	NUM
easat-11490	126	36	0.973	0.973	NUM
easat-11490	126	37	0.819	0.819	NUM
easat-11490	126	38	user	user	NOUN
easat-11490	126	39	experience	experience	NOUN
easat-11490	126	40	0.819	0.819	NUM
easat-11490	126	41	0.820	0.820	NUM
easat-11490	126	42	0.893	0.893	NUM
easat-11490	126	43	0.735	0.735	NUM
easat-11490	126	44	based	base	VERB
easat-11490	126	45	on	on	ADP
easat-11490	126	46	the	the	DET
easat-11490	126	47	displayed	display	VERB
easat-11490	126	48	output	output	NOUN
easat-11490	126	49	,	,	PUNCT
easat-11490	126	50	all	all	PRON
easat-11490	126	51	constructs	construct	NOUN
easat-11490	126	52	in	in	ADP
easat-11490	126	53	the	the	DET
easat-11490	126	54	model	model	NOUN
easat-11490	126	55	demonstrate	demonstrate	VERB
easat-11490	126	56	strong	strong	ADJ
easat-11490	126	57	reliability	reliability	NOUN
easat-11490	126	58	and	and	CCONJ
easat-11490	126	59	convergent	convergent	NOUN
easat-11490	126	60	validity	validity	NOUN
easat-11490	126	61	.	.	PUNCT
easat-11490	127	1	the	the	DET
easat-11490	127	2	constructs	construct	NOUN
easat-11490	127	3	campus	campus	NOUN
easat-11490	127	4	services	service	NOUN
easat-11490	127	5	,	,	PUNCT
easat-11490	127	6	digital	digital	ADJ
easat-11490	127	7	transformation	transformation	NOUN
easat-11490	127	8	,	,	PUNCT
easat-11490	127	9	needs	need	NOUN
easat-11490	127	10	,	,	PUNCT
easat-11490	127	11	and	and	CCONJ
easat-11490	127	12	user	user	NOUN
easat-11490	127	13	experience	experience	NOUN
easat-11490	127	14	have	have	AUX
easat-11490	127	15	cronbach	cronbach	VERB
easat-11490	127	16	's	's	PART
easat-11490	127	17	alpha	alpha	ADJ
easat-11490	127	18	values	value	NOUN
easat-11490	127	19	above	above	ADP
easat-11490	127	20	0.8	0.8	NUM
easat-11490	127	21	and	and	CCONJ
easat-11490	127	22	cr	cr	ADP
easat-11490	127	23	values	value	NOUN
easat-11490	127	24	above	above	ADP
easat-11490	127	25	0.8	0.8	NUM
easat-11490	127	26	,	,	PUNCT
easat-11490	127	27	indicating	indicate	VERB
easat-11490	127	28	high	high	ADJ
easat-11490	127	29	internal	internal	ADJ
easat-11490	127	30	reliability	reliability	NOUN
easat-11490	127	31	.	.	PUNCT
easat-11490	128	1	additionally	additionally	ADV
easat-11490	128	2	,	,	PUNCT
easat-11490	128	3	the	the	DET
easat-11490	128	4	ave	ave	NOUN
easat-11490	128	5	for	for	ADP
easat-11490	128	6	these	these	DET
easat-11490	128	7	four	four	NUM
easat-11490	128	8	constructs	construct	NOUN
easat-11490	128	9	exceeds	exceed	NOUN
easat-11490	128	10	0.63	0.63	NUM
easat-11490	128	11	,	,	PUNCT
easat-11490	128	12	satisfying	satisfy	VERB
easat-11490	128	13	the	the	DET
easat-11490	128	14	minimum	minimum	ADJ
easat-11490	128	15	threshold	threshold	NOUN
easat-11490	128	16	of	of	ADP
easat-11490	128	17	0.5	0.5	NUM
easat-11490	128	18	for	for	ADP
easat-11490	128	19	convergent	convergent	ADJ
easat-11490	128	20	validity	validity	NOUN
easat-11490	128	21	.	.	PUNCT
easat-11490	129	1	the	the	DET
easat-11490	129	2	needs	need	NOUN
easat-11490	129	3	construct	construct	VERB
easat-11490	129	4	exhibits	exhibit	NOUN
easat-11490	129	5	particularly	particularly	ADV
easat-11490	129	6	high	high	ADJ
easat-11490	129	7	reliability	reliability	NOUN
easat-11490	129	8	and	and	CCONJ
easat-11490	129	9	validity	validity	NOUN
easat-11490	129	10	,	,	PUNCT
easat-11490	129	11	with	with	ADP
easat-11490	129	12	cronbach	cronbach	PROPN
easat-11490	129	13	's	's	PART
easat-11490	129	14	alpha	alpha	NOUN
easat-11490	129	15	of	of	ADP
easat-11490	129	16	0.968	0.968	NUM
easat-11490	129	17	,	,	PUNCT
easat-11490	129	18	cr	cr	NOUN
easat-11490	129	19	of	of	ADP
easat-11490	129	20	0.973	0.973	NUM
easat-11490	129	21	,	,	PUNCT
easat-11490	129	22	and	and	CCONJ
easat-11490	129	23	ave	ave	NOUN
easat-11490	129	24	of	of	ADP
easat-11490	129	25	0.818	0.818	NUM
easat-11490	129	26	.	.	PUNCT
easat-11490	130	1	however	however	ADV
easat-11490	130	2	,	,	PUNCT
easat-11490	130	3	the	the	DET
easat-11490	130	4	device	device	NOUN
easat-11490	130	5	ownership	ownership	NOUN
easat-11490	130	6	construct	construct	NOUN
easat-11490	130	7	shows	show	VERB
easat-11490	130	8	slightly	slightly	ADV
easat-11490	130	9	lower	low	ADJ
easat-11490	130	10	reliability	reliability	NOUN
easat-11490	130	11	,	,	PUNCT
easat-11490	130	12	with	with	ADP
easat-11490	130	13	cronbach	cronbach	NOUN
easat-11490	130	14	's	's	PART
easat-11490	130	15	alpha	alpha	NOUN
easat-11490	130	16	(	(	PUNCT
easat-11490	130	17	0.651	0.651	NUM
easat-11490	130	18	)	)	PUNCT
easat-11490	130	19	and	and	CCONJ
easat-11490	130	20	rho_a	rho_a	NOUN
easat-11490	130	21	(	(	PUNCT
easat-11490	130	22	0.667	0.667	NUM
easat-11490	130	23	)	)	PUNCT
easat-11490	130	24	,	,	PUNCT
easat-11490	130	25	which	which	PRON
easat-11490	130	26	fall	fall	VERB
easat-11490	130	27	slightly	slightly	ADV
easat-11490	130	28	below	below	ADP
easat-11490	130	29	the	the	DET
easat-11490	130	30	ideal	ideal	ADJ
easat-11490	130	31	threshold	threshold	NOUN
easat-11490	130	32	of	of	ADP
easat-11490	130	33	0.7	0.7	NUM
easat-11490	130	34	.	.	PUNCT
easat-11490	131	1	despite	despite	SCONJ
easat-11490	131	2	this	this	PRON
easat-11490	131	3	,	,	PUNCT
easat-11490	131	4	the	the	DET
easat-11490	131	5	constructs	construct	NOUN
easat-11490	131	6	remain	remain	VERB
easat-11490	131	7	acceptable	acceptable	ADJ
easat-11490	131	8	as	as	SCONJ
easat-11490	131	9	their	their	PRON
easat-11490	131	10	cr	cr	NOUN
easat-11490	131	11	reaches	reach	VERB
easat-11490	131	12	0.850	0.850	NUM
easat-11490	131	13	and	and	CCONJ
easat-11490	131	14	ave	ave	PROPN
easat-11490	131	15	0.739	0.739	NUM
easat-11490	131	16	,	,	PUNCT
easat-11490	131	17	indicating	indicate	VERB
easat-11490	131	18	adequate	adequate	ADJ
easat-11490	131	19	internal	internal	ADJ
easat-11490	131	20	consistency	consistency	NOUN
easat-11490	131	21	and	and	CCONJ
easat-11490	131	22	convergent	convergent	NOUN
easat-11490	131	23	validity	validity	NOUN
easat-11490	131	24	.	.	PUNCT
easat-11490	132	1	overall	overall	ADV
easat-11490	132	2	,	,	PUNCT
easat-11490	132	3	the	the	DET
easat-11490	132	4	five	five	NUM
easat-11490	132	5	constructs	construct	NOUN
easat-11490	132	6	in	in	ADP
easat-11490	132	7	the	the	DET
easat-11490	132	8	model	model	NOUN
easat-11490	132	9	demonstrate	demonstrate	VERB
easat-11490	132	10	strong	strong	ADJ
easat-11490	132	11	reliability	reliability	NOUN
easat-11490	132	12	and	and	CCONJ
easat-11490	132	13	convergent	convergent	NOUN
easat-11490	132	14	validity	validity	NOUN
easat-11490	132	15	,	,	PUNCT
easat-11490	132	16	making	make	VERB
easat-11490	132	17	them	they	PRON
easat-11490	132	18	suitable	suitable	ADJ
easat-11490	132	19	for	for	ADP
easat-11490	132	20	further	further	ADJ
easat-11490	132	21	analysis	analysis	NOUN
easat-11490	132	22	.	.	PUNCT
easat-11490	133	1	discriminant	discriminant	ADJ
easat-11490	133	2	validity	validity	NOUN
easat-11490	133	3	was	be	AUX
easat-11490	133	4	assessed	assess	VERB
easat-11490	133	5	by	by	ADP
easat-11490	133	6	comparing	compare	VERB
easat-11490	133	7	the	the	DET
easat-11490	133	8	square	square	ADJ
easat-11490	133	9	root	root	NOUN
easat-11490	133	10	of	of	ADP
easat-11490	133	11	ave	ave	NOUN
easat-11490	133	12	for	for	ADP
easat-11490	133	13	each	each	DET
easat-11490	133	14	construct	construct	NOUN
easat-11490	133	15	with	with	ADP
easat-11490	133	16	its	its	PRON
easat-11490	133	17	correlation	correlation	NOUN
easat-11490	133	18	values	value	NOUN
easat-11490	133	19	with	with	ADP
easat-11490	133	20	other	other	ADJ
easat-11490	133	21	constructs	construct	NOUN
easat-11490	133	22	,	,	PUNCT
easat-11490	133	23	using	use	VERB
easat-11490	133	24	the	the	DET
easat-11490	133	25	fornell	fornell	ADJ
easat-11490	133	26	-	-	PUNCT
easat-11490	133	27	larcker	larcker	NOUN
easat-11490	133	28	criterion	criterion	NOUN
easat-11490	133	29	.	.	PUNCT
easat-11490	134	1	according	accord	VERB
easat-11490	134	2	to	to	ADP
easat-11490	134	3	table	table	NOUN
easat-11490	134	4	4	4	NUM
easat-11490	134	5	,	,	PUNCT
easat-11490	134	6	which	which	PRON
easat-11490	134	7	applies	apply	VERB
easat-11490	134	8	the	the	DET
easat-11490	134	9	fornell	fornell	PROPN
easat-11490	134	10	-	-	PUNCT
easat-11490	134	11	larcker	larcker	NOUN
easat-11490	134	12	criterion	criterion	NOUN
easat-11490	134	13	,	,	PUNCT
easat-11490	134	14	discriminant	discriminant	ADJ
easat-11490	134	15	validity	validity	NOUN
easat-11490	134	16	among	among	ADP
easat-11490	134	17	constructs	construct	NOUN
easat-11490	134	18	is	be	AUX
easat-11490	134	19	confirmed	confirm	VERB
easat-11490	134	20	.	.	PUNCT
easat-11490	135	1	the	the	DET
easat-11490	135	2	square	square	ADJ
easat-11490	135	3	root	root	NOUN
easat-11490	135	4	of	of	ADP
easat-11490	135	5	ave	ave	NOUN
easat-11490	135	6	for	for	ADP
easat-11490	135	7	each	each	DET
easat-11490	135	8	construct	construct	NOUN
easat-11490	135	9	(	(	PUNCT
easat-11490	135	10	displayed	display	VERB
easat-11490	135	11	on	on	ADP
easat-11490	135	12	the	the	DET
easat-11490	135	13	diagonal	diagonal	NOUN
easat-11490	135	14	of	of	ADP
easat-11490	135	15	the	the	DET
easat-11490	135	16	table	table	NOUN
easat-11490	135	17	)	)	PUNCT
easat-11490	135	18	is	be	AUX
easat-11490	135	19	greater	great	ADJ
easat-11490	135	20	than	than	ADP
easat-11490	135	21	its	its	PRON
easat-11490	135	22	correlation	correlation	NOUN
easat-11490	135	23	values	value	NOUN
easat-11490	135	24	with	with	ADP
easat-11490	135	25	other	other	ADJ
easat-11490	135	26	constructs	construct	NOUN
easat-11490	135	27	(	(	PUNCT
easat-11490	135	28	off	off	ADP
easat-11490	135	29	-	-	PUNCT
easat-11490	135	30	diagonal	diagonal	ADJ
easat-11490	135	31	values	value	NOUN
easat-11490	135	32	)	)	PUNCT
easat-11490	135	33	.	.	PUNCT
easat-11490	136	1	table	table	NOUN
easat-11490	136	2	4	4	NUM
easat-11490	136	3	.	.	PUNCT
easat-11490	136	4	fornell	fornell	NOUN
easat-11490	136	5	-	-	PUNCT
easat-11490	136	6	larcker	larcker	NOUN
easat-11490	136	7	criterion	criterion	NOUN
easat-11490	136	8	.	.	PUNCT
easat-11490	137	1	campus	campus	NOUN
easat-11490	137	2	service	service	NOUN
easat-11490	137	3	device	device	NOUN
easat-11490	137	4	ownership	ownership	NOUN
easat-11490	137	5	digital	digital	ADJ
easat-11490	137	6	transformation	transformation	NOUN
easat-11490	137	7	needs	need	VERB
easat-11490	137	8	user	user	NOUN
easat-11490	137	9	experience	experience	NOUN
easat-11490	137	10	campus	campus	NOUN
easat-11490	137	11	service	service	NOUN
easat-11490	137	12	0.799	0.799	NUM
easat-11490	137	13	device	device	NOUN
easat-11490	137	14	ownership	ownership	NOUN
easat-11490	137	15	0.389	0.389	NUM
easat-11490	137	16	0.860	0.860	NUM
easat-11490	137	17	digital	digital	ADJ
easat-11490	137	18	transformation	transformation	NOUN
easat-11490	137	19	0.558	0.558	NUM
easat-11490	137	20	0.357	0.357	NUM
easat-11490	137	21	0.819	0.819	NUM
easat-11490	137	22	needs	need	VERB
easat-11490	137	23	0.241	0.241	NUM
easat-11490	137	24	0.130	0.130	NUM
easat-11490	137	25	0.363	0.363	NUM
easat-11490	137	26	0.905	0.905	NUM
easat-11490	137	27	user	user	NOUN
easat-11490	137	28	experience	experience	NOUN
easat-11490	137	29	0.687	0.687	NUM
easat-11490	137	30	0.319	0.319	NUM
easat-11490	137	31	0.440	0.440	NUM
easat-11490	137	32	0.225	0.225	NUM
easat-11490	137	33	0.857	0.857	NUM
easat-11490	137	34	the	the	DET
easat-11490	137	35	square	square	ADJ
easat-11490	137	36	root	root	NOUN
easat-11490	137	37	of	of	ADP
easat-11490	137	38	ave	ave	NOUN
easat-11490	137	39	for	for	SCONJ
easat-11490	137	40	the	the	DET
easat-11490	137	41	campus	campus	NOUN
easat-11490	137	42	services	service	NOUN
easat-11490	137	43	construct	construct	VERB
easat-11490	137	44	is	be	AUX
easat-11490	137	45	0.799	0.799	NUM
easat-11490	137	46	,	,	PUNCT
easat-11490	137	47	which	which	PRON
easat-11490	137	48	is	be	AUX
easat-11490	137	49	higher	high	ADJ
easat-11490	137	50	than	than	ADP
easat-11490	137	51	its	its	PRON
easat-11490	137	52	correlation	correlation	NOUN
easat-11490	137	53	values	value	NOUN
easat-11490	137	54	with	with	ADP
easat-11490	137	55	device	device	NOUN
easat-11490	137	56	ownership	ownership	NOUN
easat-11490	137	57	(	(	PUNCT
easat-11490	137	58	0.389	0.389	NUM
easat-11490	137	59	)	)	PUNCT
easat-11490	137	60	,	,	PUNCT
easat-11490	137	61	digital	digital	ADJ
easat-11490	137	62	transformation	transformation	NOUN
easat-11490	137	63	(	(	PUNCT
easat-11490	137	64	0.558	0.558	NUM
easat-11490	137	65	)	)	PUNCT
easat-11490	137	66	,	,	PUNCT
easat-11490	137	67	needs	need	NOUN
easat-11490	137	68	(	(	PUNCT
easat-11490	137	69	0.241	0.241	NUM
easat-11490	137	70	)	)	PUNCT
easat-11490	137	71	,	,	PUNCT
easat-11490	137	72	and	and	CCONJ
easat-11490	137	73	user	user	NOUN
easat-11490	137	74	experience	experience	NOUN
easat-11490	137	75	(	(	PUNCT
easat-11490	137	76	0.687	0.687	NUM
easat-11490	137	77	)	)	PUNCT
easat-11490	137	78	.	.	PUNCT
easat-11490	138	1	a	a	DET
easat-11490	138	2	similar	similar	ADJ
easat-11490	138	3	pattern	pattern	NOUN
easat-11490	138	4	is	be	AUX
easat-11490	138	5	observed	observe	VERB
easat-11490	138	6	in	in	ADP
easat-11490	138	7	other	other	ADJ
easat-11490	138	8	constructs	construct	NOUN
easat-11490	138	9	.	.	PUNCT
easat-11490	139	1	the	the	DET
easat-11490	139	2	square	square	ADJ
easat-11490	139	3	root	root	NOUN
easat-11490	139	4	of	of	ADP
easat-11490	139	5	ave	ave	NOUN
easat-11490	139	6	for	for	ADP
easat-11490	139	7	device	device	NOUN
easat-11490	139	8	ownership	ownership	NOUN
easat-11490	139	9	is	be	AUX
easat-11490	139	10	0.860	0.860	NUM
easat-11490	139	11	,	,	PUNCT
easat-11490	139	12	exceeding	exceed	VERB
easat-11490	139	13	its	its	PRON
easat-11490	139	14	correlations	correlation	NOUN
easat-11490	139	15	with	with	ADP
easat-11490	139	16	digital	digital	ADJ
easat-11490	139	17	transformation	transformation	NOUN
easat-11490	139	18	(	(	PUNCT
easat-11490	139	19	0.357	0.357	NUM
easat-11490	139	20	)	)	PUNCT
easat-11490	139	21	,	,	PUNCT
easat-11490	139	22	needs	need	NOUN
easat-11490	139	23	(	(	PUNCT
easat-11490	139	24	0.130	0.130	NUM
easat-11490	139	25	)	)	PUNCT
easat-11490	139	26	,	,	PUNCT
easat-11490	139	27	and	and	CCONJ
easat-11490	139	28	user	user	NOUN
easat-11490	139	29	experience	experience	NOUN
easat-11490	139	30	(	(	PUNCT
easat-11490	139	31	0.319	0.319	NUM
easat-11490	139	32	)	)	PUNCT
easat-11490	139	33	.	.	PUNCT
easat-11490	140	1	meanwhile	meanwhile	ADV
easat-11490	140	2	,	,	PUNCT
easat-11490	140	3	the	the	DET
easat-11490	140	4	square	square	ADJ
easat-11490	140	5	root	root	NOUN
easat-11490	140	6	of	of	ADP
easat-11490	140	7	ave	ave	NOUN
easat-11490	140	8	for	for	ADP
easat-11490	140	9	digital	digital	ADJ
easat-11490	140	10	transformation	transformation	NOUN
easat-11490	140	11	is	be	AUX
easat-11490	140	12	0.819	0.819	NUM
easat-11490	140	13	,	,	PUNCT
easat-11490	140	14	also	also	ADV
easat-11490	140	15	higher	high	ADJ
easat-11490	140	16	than	than	ADP
easat-11490	140	17	its	its	PRON
easat-11490	140	18	correlations	correlation	NOUN
easat-11490	140	19	with	with	ADP
easat-11490	140	20	needs	need	NOUN
easat-11490	140	21	(	(	PUNCT
easat-11490	140	22	0.130	0.130	NUM
easat-11490	140	23	)	)	PUNCT
easat-11490	140	24	and	and	CCONJ
easat-11490	140	25	user	user	NOUN
easat-11490	140	26	experience	experience	NOUN
easat-11490	140	27	(	(	PUNCT
easat-11490	140	28	0.319	0.319	NUM
easat-11490	140	29	)	)	PUNCT
easat-11490	140	30	.	.	PUNCT
easat-11490	141	1	these	these	DET
easat-11490	141	2	results	result	NOUN
easat-11490	141	3	confirm	confirm	VERB
easat-11490	141	4	that	that	SCONJ
easat-11490	141	5	each	each	DET
easat-11490	141	6	construct	construct	NOUN
easat-11490	141	7	remains	remain	VERB
easat-11490	141	8	conceptually	conceptually	ADV
easat-11490	141	9	distinct	distinct	ADJ
easat-11490	141	10	,	,	PUNCT
easat-11490	141	11	thereby	thereby	ADV
easat-11490	141	12	validating	validate	VERB
easat-11490	141	13	the	the	DET
easat-11490	141	14	discriminant	discriminant	ADJ
easat-11490	141	15	validity	validity	NOUN
easat-11490	141	16	of	of	ADP
easat-11490	141	17	this	this	DET
easat-11490	141	18	model	model	NOUN
easat-11490	141	19	.	.	PUNCT
easat-11490	142	1	22	22	NUM
easat-11490	142	2	edelweiss	edelweiss	PROPN
easat-11490	142	3	applied	apply	VERB
easat-11490	142	4	science	science	NOUN
easat-11490	142	5	and	and	CCONJ
easat-11490	142	6	technology	technology	NOUN
easat-11490	142	7	issn	issn	PROPN
easat-11490	142	8	:	:	PUNCT
easat-11490	142	9	2576	2576	NUM
easat-11490	142	10	-	-	SYM
easat-11490	142	11	8484	8484	NUM
easat-11490	142	12	vol	vol	NOUN
easat-11490	142	13	.	.	PROPN
easat-11490	143	1	10	10	NUM
easat-11490	143	2	,	,	PUNCT
easat-11490	143	3	no	no	INTJ
easat-11490	143	4	.	.	NOUN
easat-11490	143	5	1	1	NUM
easat-11490	143	6	:	:	SYM
easat-11490	143	7	16	16	NUM
easat-11490	143	8	-	-	SYM
easat-11490	143	9	26	26	NUM
easat-11490	143	10	,	,	PUNCT
easat-11490	143	11	2026	2026	NUM
easat-11490	143	12	doi	doi	NOUN
easat-11490	143	13	:	:	PUNCT
easat-11490	143	14	10.55214/2576	10.55214/2576	NUM
easat-11490	143	15	-	-	NUM
easat-11490	143	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	143	17	©	©	PROPN
easat-11490	143	18	2026	2026	NUM
easat-11490	143	19	by	by	ADP
easat-11490	143	20	the	the	DET
easat-11490	143	21	authors	author	NOUN
easat-11490	143	22	;	;	PUNCT
easat-11490	143	23	licensee	licensee	PROPN
easat-11490	143	24	learning	learning	NOUN
easat-11490	143	25	gate	gate	VERB
easat-11490	143	26	3.3	3.3	NUM
easat-11490	143	27	.	.	PUNCT
easat-11490	144	1	structural	structural	ADJ
easat-11490	144	2	model	model	NOUN
easat-11490	144	3	and	and	CCONJ
easat-11490	144	4	hypothesis	hypothesis	NOUN
easat-11490	144	5	test	test	NOUN
easat-11490	144	6	results	result	VERB
easat-11490	144	7	the	the	DET
easat-11490	144	8	structural	structural	ADJ
easat-11490	144	9	modeling	modeling	NOUN
easat-11490	144	10	was	be	AUX
easat-11490	144	11	employed	employ	VERB
easat-11490	144	12	in	in	ADP
easat-11490	144	13	the	the	DET
easat-11490	144	14	analysis	analysis	NOUN
easat-11490	144	15	after	after	ADP
easat-11490	144	16	ensuring	ensure	VERB
easat-11490	144	17	that	that	SCONJ
easat-11490	144	18	each	each	DET
easat-11490	144	19	construct	construct	NOUN
easat-11490	144	20	demonstrated	demonstrate	VERB
easat-11490	144	21	adequate	adequate	ADJ
easat-11490	144	22	reliability	reliability	NOUN
easat-11490	144	23	and	and	CCONJ
easat-11490	144	24	validity	validity	NOUN
easat-11490	144	25	.	.	PUNCT
easat-11490	145	1	based	base	VERB
easat-11490	145	2	on	on	ADP
easat-11490	145	3	the	the	DET
easat-11490	145	4	analysis	analysis	NOUN
easat-11490	145	5	results	result	NOUN
easat-11490	145	6	,	,	PUNCT
easat-11490	145	7	the	the	DET
easat-11490	145	8	following	follow	VERB
easat-11490	145	9	table	table	NOUN
easat-11490	145	10	5	5	NUM
easat-11490	145	11	is	be	AUX
easat-11490	145	12	a	a	DET
easat-11490	145	13	summary	summary	NOUN
easat-11490	145	14	of	of	ADP
easat-11490	145	15	the	the	DET
easat-11490	145	16	hypothesis	hypothesis	NOUN
easat-11490	145	17	testing	test	VERB
easat-11490	145	18	outcomes	outcome	NOUN
easat-11490	145	19	.	.	PUNCT
easat-11490	146	1	table	table	NOUN
easat-11490	146	2	5	5	NUM
easat-11490	146	3	.	.	X
easat-11490	146	4	hypothesis	hypothesis	NOUN
easat-11490	146	5	test	test	NOUN
easat-11490	146	6	results	result	NOUN
easat-11490	146	7	.	.	PUNCT
easat-11490	147	1	hypothesis	hypothesis	NOUN
easat-11490	147	2	original	original	ADJ
easat-11490	147	3	sample	sample	NOUN
easat-11490	147	4	(	(	PUNCT
easat-11490	147	5	o	o	NOUN
easat-11490	147	6	)	)	PUNCT
easat-11490	147	7	standard	standard	ADJ
easat-11490	147	8	deviation	deviation	NOUN
easat-11490	147	9	(	(	PUNCT
easat-11490	147	10	stdev	stdev	NOUN
easat-11490	147	11	)	)	PUNCT
easat-11490	147	12	t	t	PROPN
easat-11490	147	13	statistics	statistic	NOUN
easat-11490	147	14	(	(	PUNCT
easat-11490	147	15	|o	|o	NOUN
easat-11490	147	16	/	/	SYM
easat-11490	147	17	stdev|	stdev|	NOUN
easat-11490	147	18	)	)	PUNCT
easat-11490	147	19	p	p	NOUN
easat-11490	147	20	values	value	NOUN
easat-11490	147	21	h1	h1	VERB
easat-11490	147	22	:	:	PUNCT
easat-11490	147	23	device	device	NOUN
easat-11490	147	24	ownership	ownership	NOUN
easat-11490	147	25	→	→	SYM
easat-11490	147	26	user	user	NOUN
easat-11490	147	27	experience	experience	NOUN
easat-11490	147	28	0.061	0.061	NUM
easat-11490	147	29	0.033	0.033	NUM
easat-11490	147	30	1.841	1.841	NUM
easat-11490	147	31	0.066	0.066	NUM
easat-11490	147	32	h2	h2	NOUN
easat-11490	147	33	:	:	PUNCT
easat-11490	147	34	campus	campus	NOUN
easat-11490	147	35	service	service	NOUN
easat-11490	147	36	→	→	SYM
easat-11490	147	37	user	user	NOUN
easat-11490	147	38	experience	experience	NOUN
easat-11490	147	39	0.663	0.663	NUM
easat-11490	147	40	0.029	0.029	NUM
easat-11490	147	41	22.978	22.978	NUM
easat-11490	147	42	0.000	0.000	NUM
easat-11490	147	43	h3	h3	NOUN
easat-11490	147	44	:	:	PUNCT
easat-11490	147	45	user	user	NOUN
easat-11490	147	46	experience	experience	NOUN
easat-11490	147	47	→	→	PUNCT
easat-11490	147	48	digital	digital	ADJ
easat-11490	147	49	transformation	transformation	NOUN
easat-11490	147	50	0.440	0.440	NUM
easat-11490	147	51	0.045	0.045	NUM
easat-11490	147	52	9.735	9.735	NUM
easat-11490	147	53	0.000	0.000	NUM
easat-11490	147	54	h4	h4	NOUN
easat-11490	147	55	:	:	PUNCT
easat-11490	147	56	digital	digital	ADJ
easat-11490	147	57	transformation	transformation	NOUN
easat-11490	147	58	→	→	PUNCT
easat-11490	147	59	needs	need	VERB
easat-11490	147	60	0.363	0.363	NUM
easat-11490	147	61	0.039	0.039	NUM
easat-11490	147	62	9.296	9.296	NUM
easat-11490	147	63	0.000	0.000	NUM
easat-11490	147	64	three	three	NUM
easat-11490	147	65	relationships	relationship	NOUN
easat-11490	147	66	in	in	ADP
easat-11490	147	67	the	the	DET
easat-11490	147	68	model	model	NOUN
easat-11490	147	69	are	be	AUX
easat-11490	147	70	statistically	statistically	ADV
easat-11490	147	71	significant	significant	ADJ
easat-11490	147	72	(	(	PUNCT
easat-11490	147	73	p	p	X
easat-11490	147	74	<	<	X
easat-11490	147	75	0.05	0.05	NUM
easat-11490	147	76	):	):	PUNCT
easat-11490	147	77	campus	campus	NOUN
easat-11490	147	78	services	service	NOUN
easat-11490	147	79	→	→	SYM
easat-11490	147	80	user	user	NOUN
easat-11490	147	81	experience	experience	NOUN
easat-11490	147	82	,	,	PUNCT
easat-11490	147	83	digital	digital	ADJ
easat-11490	147	84	transformation	transformation	NOUN
easat-11490	147	85	→	→	SYM
easat-11490	147	86	needs	need	NOUN
easat-11490	147	87	,	,	PUNCT
easat-11490	147	88	and	and	CCONJ
easat-11490	147	89	user	user	NOUN
easat-11490	147	90	experience	experience	NOUN
easat-11490	147	91	→	→	SYM
easat-11490	147	92	digital	digital	ADJ
easat-11490	147	93	transformation	transformation	NOUN
easat-11490	147	94	.	.	PUNCT
easat-11490	148	1	however	however	ADV
easat-11490	148	2	,	,	PUNCT
easat-11490	148	3	one	one	NUM
easat-11490	148	4	relationship	relationship	NOUN
easat-11490	148	5	is	be	AUX
easat-11490	148	6	not	not	PART
easat-11490	148	7	significant	significant	ADJ
easat-11490	148	8	,	,	PUNCT
easat-11490	148	9	namely	namely	ADV
easat-11490	148	10	device	device	NOUN
easat-11490	148	11	ownership	ownership	NOUN
easat-11490	148	12	→	→	SYM
easat-11490	148	13	user	user	NOUN
easat-11490	148	14	experience	experience	NOUN
easat-11490	148	15	,	,	PUNCT
easat-11490	148	16	indicating	indicate	VERB
easat-11490	148	17	that	that	SCONJ
easat-11490	148	18	device	device	NOUN
easat-11490	148	19	ownership	ownership	NOUN
easat-11490	148	20	does	do	AUX
easat-11490	148	21	not	not	PART
easat-11490	148	22	necessarily	necessarily	ADV
easat-11490	148	23	guarantee	guarantee	VERB
easat-11490	148	24	an	an	DET
easat-11490	148	25	improved	improved	ADJ
easat-11490	148	26	user	user	NOUN
easat-11490	148	27	experience	experience	NOUN
easat-11490	148	28	.	.	PUNCT
easat-11490	149	1	the	the	DET
easat-11490	149	2	relationship	relationship	NOUN
easat-11490	149	3	between	between	ADP
easat-11490	149	4	campus	campus	NOUN
easat-11490	149	5	services	service	NOUN
easat-11490	149	6	and	and	CCONJ
easat-11490	149	7	user	user	NOUN
easat-11490	149	8	experience	experience	NOUN
easat-11490	149	9	is	be	AUX
easat-11490	149	10	strongly	strongly	ADV
easat-11490	149	11	significant	significant	ADJ
easat-11490	149	12	,	,	PUNCT
easat-11490	149	13	with	with	ADP
easat-11490	149	14	a	a	DET
easat-11490	149	15	coefficient	coefficient	NOUN
easat-11490	149	16	of	of	ADP
easat-11490	149	17	0.663	0.663	NUM
easat-11490	149	18	,	,	PUNCT
easat-11490	149	19	and	and	CCONJ
easat-11490	149	20	the	the	DET
easat-11490	149	21	t	t	NOUN
easat-11490	149	22	-	-	PUNCT
easat-11490	149	23	value	value	NOUN
easat-11490	149	24	is	be	AUX
easat-11490	149	25	well	well	ADV
easat-11490	149	26	above	above	ADP
easat-11490	149	27	the	the	DET
easat-11490	149	28	critical	critical	ADJ
easat-11490	149	29	threshold	threshold	NOUN
easat-11490	149	30	of	of	ADP
easat-11490	149	31	1.96	1.96	NUM
easat-11490	149	32	(	(	PUNCT
easat-11490	149	33	for	for	ADP
easat-11490	149	34	5	5	NUM
easat-11490	149	35	%	%	NOUN
easat-11490	149	36	significance	significance	NOUN
easat-11490	149	37	)	)	PUNCT
easat-11490	149	38	,	,	PUNCT
easat-11490	149	39	while	while	SCONJ
easat-11490	149	40	the	the	DET
easat-11490	149	41	p	p	NOUN
easat-11490	149	42	-	-	PUNCT
easat-11490	149	43	value	value	NOUN
easat-11490	149	44	is	be	AUX
easat-11490	149	45	<	<	X
easat-11490	149	46	0.001	0.001	NUM
easat-11490	149	47	.	.	PUNCT
easat-11490	150	1	this	this	PRON
easat-11490	150	2	suggests	suggest	VERB
easat-11490	150	3	that	that	SCONJ
easat-11490	150	4	better	well	ADJ
easat-11490	150	5	campus	campus	NOUN
easat-11490	150	6	services	service	NOUN
easat-11490	150	7	lead	lead	VERB
easat-11490	150	8	to	to	ADP
easat-11490	150	9	a	a	DET
easat-11490	150	10	more	more	ADV
easat-11490	150	11	positive	positive	ADJ
easat-11490	150	12	user	user	NOUN
easat-11490	150	13	experience	experience	NOUN
easat-11490	150	14	.	.	PUNCT
easat-11490	151	1	the	the	DET
easat-11490	151	2	goodness	goodness	NOUN
easat-11490	151	3	-	-	PUNCT
easat-11490	151	4	of	of	ADP
easat-11490	151	5	-	-	PUNCT
easat-11490	151	6	fit	fit	NOUN
easat-11490	151	7	evaluation	evaluation	NOUN
easat-11490	151	8	was	be	AUX
easat-11490	151	9	conducted	conduct	VERB
easat-11490	151	10	to	to	PART
easat-11490	151	11	assess	assess	VERB
easat-11490	151	12	the	the	DET
easat-11490	151	13	extent	extent	NOUN
easat-11490	151	14	to	to	PART
easat-11490	151	15	which	which	PRON
easat-11490	151	16	the	the	DET
easat-11490	151	17	structural	structural	ADJ
easat-11490	151	18	model	model	NOUN
easat-11490	151	19	aligns	align	VERB
easat-11490	151	20	with	with	ADP
easat-11490	151	21	the	the	DET
easat-11490	151	22	observed	observe	VERB
easat-11490	151	23	data	datum	NOUN
easat-11490	151	24	,	,	PUNCT
easat-11490	151	25	as	as	SCONJ
easat-11490	151	26	presented	present	VERB
easat-11490	151	27	in	in	ADP
easat-11490	151	28	table	table	NOUN
easat-11490	151	29	6	6	NUM
easat-11490	151	30	.	.	PUNCT
easat-11490	151	31	table	table	NOUN
easat-11490	151	32	6	6	NUM
easat-11490	151	33	.	.	PUNCT
easat-11490	152	1	goodness	goodness	NOUN
easat-11490	152	2	-	-	PUNCT
easat-11490	152	3	of	of	ADP
easat-11490	152	4	-	-	PUNCT
easat-11490	152	5	fit	fit	NOUN
easat-11490	152	6	.	.	PUNCT
easat-11490	153	1	criterion	criterion	NOUN
easat-11490	153	2	estimated	estimate	VERB
easat-11490	153	3	model	model	NOUN
easat-11490	153	4	srmr	srmr	PROPN
easat-11490	153	5	0.079	0.079	NUM
easat-11490	153	6	d_uls	d_uls	PROPN
easat-11490	153	7	2.253	2.253	NUM
easat-11490	153	8	d_g	d_g	PROPN
easat-11490	153	9	0.460	0.460	NUM
easat-11490	153	10	chi	chi	ADJ
easat-11490	153	11	-	-	PUNCT
easat-11490	153	12	square	square	NOUN
easat-11490	153	13	1532.607	1532.607	PROPN
easat-11490	153	14	nfi	nfi	NOUN
easat-11490	153	15	0.90	0.90	NUM
easat-11490	153	16	based	base	VERB
easat-11490	153	17	on	on	ADP
easat-11490	153	18	the	the	DET
easat-11490	153	19	goodness	goodness	NOUN
easat-11490	153	20	-	-	PUNCT
easat-11490	153	21	of	of	ADP
easat-11490	153	22	-	-	PUNCT
easat-11490	153	23	fit	fit	ADJ
easat-11490	153	24	model	model	NOUN
easat-11490	153	25	assessment	assessment	NOUN
easat-11490	153	26	,	,	PUNCT
easat-11490	153	27	the	the	DET
easat-11490	153	28	obtained	obtain	VERB
easat-11490	153	29	indicators	indicator	NOUN
easat-11490	153	30	suggest	suggest	VERB
easat-11490	153	31	that	that	SCONJ
easat-11490	153	32	the	the	DET
easat-11490	153	33	structural	structural	ADJ
easat-11490	153	34	model	model	NOUN
easat-11490	153	35	aligns	align	VERB
easat-11490	153	36	well	well	ADV
easat-11490	153	37	with	with	ADP
easat-11490	153	38	the	the	DET
easat-11490	153	39	observed	observe	VERB
easat-11490	153	40	data	datum	NOUN
easat-11490	153	41	.	.	PUNCT
easat-11490	154	1	the	the	DET
easat-11490	154	2	standardized	standardized	ADJ
easat-11490	154	3	root	root	NOUN
easat-11490	154	4	mean	mean	NOUN
easat-11490	154	5	square	square	ADJ
easat-11490	154	6	residual	residual	ADJ
easat-11490	154	7	(	(	PUNCT
easat-11490	154	8	srmr	srmr	PROPN
easat-11490	154	9	)	)	PUNCT
easat-11490	154	10	value	value	NOUN
easat-11490	154	11	of	of	ADP
easat-11490	154	12	0.079	0.079	NUM
easat-11490	154	13	is	be	AUX
easat-11490	154	14	below	below	ADP
easat-11490	154	15	the	the	DET
easat-11490	154	16	threshold	threshold	NOUN
easat-11490	154	17	of	of	ADP
easat-11490	154	18	0.08	0.08	NUM
easat-11490	154	19	,	,	PUNCT
easat-11490	154	20	indicating	indicate	VERB
easat-11490	154	21	minimal	minimal	ADJ
easat-11490	154	22	residual	residual	ADJ
easat-11490	154	23	differences	difference	NOUN
easat-11490	154	24	between	between	ADP
easat-11490	154	25	the	the	DET
easat-11490	154	26	observed	observe	VERB
easat-11490	154	27	covariance	covariance	NOUN
easat-11490	154	28	matrix	matrix	NOUN
easat-11490	154	29	and	and	CCONJ
easat-11490	154	30	the	the	DET
easat-11490	154	31	model	model	NOUN
easat-11490	154	32	-	-	PUNCT
easat-11490	154	33	predicted	predict	VERB
easat-11490	154	34	matrix	matrix	NOUN
easat-11490	154	35	.	.	PUNCT
easat-11490	155	1	the	the	DET
easat-11490	155	2	unweighted	unweighted	ADJ
easat-11490	155	3	least	least	ADJ
easat-11490	155	4	squares	square	NOUN
easat-11490	155	5	discrepancy	discrepancy	NOUN
easat-11490	155	6	(	(	PUNCT
easat-11490	155	7	d_uls	d_ul	NOUN
easat-11490	155	8	)	)	PUNCT
easat-11490	155	9	of	of	ADP
easat-11490	155	10	2.253	2.253	NUM
easat-11490	155	11	and	and	CCONJ
easat-11490	155	12	geodesic	geodesic	ADJ
easat-11490	155	13	discrepancy	discrepancy	NOUN
easat-11490	155	14	(	(	PUNCT
easat-11490	155	15	d_g	d_g	NOUN
easat-11490	155	16	)	)	PUNCT
easat-11490	155	17	of	of	ADP
easat-11490	155	18	0.460	0.460	NUM
easat-11490	155	19	reflect	reflect	VERB
easat-11490	155	20	acceptable	acceptable	ADJ
easat-11490	155	21	levels	level	NOUN
easat-11490	155	22	of	of	ADP
easat-11490	155	23	model	model	NOUN
easat-11490	155	24	discrepancy	discrepancy	NOUN
easat-11490	155	25	,	,	PUNCT
easat-11490	155	26	demonstrating	demonstrate	VERB
easat-11490	155	27	that	that	DET
easat-11490	155	28	model	model	NOUN
easat-11490	155	29	estimation	estimation	NOUN
easat-11490	155	30	is	be	AUX
easat-11490	155	31	sufficiently	sufficiently	ADV
easat-11490	155	32	accurate	accurate	ADJ
easat-11490	155	33	.	.	PUNCT
easat-11490	156	1	the	the	DET
easat-11490	156	2	chi	chi	ADJ
easat-11490	156	3	-	-	PUNCT
easat-11490	156	4	square	square	ADJ
easat-11490	156	5	value	value	NOUN
easat-11490	156	6	of	of	ADP
easat-11490	156	7	1532.607	1532.607	PROPN
easat-11490	156	8	indicates	indicate	VERB
easat-11490	156	9	an	an	DET
easat-11490	156	10	absolute	absolute	ADJ
easat-11490	156	11	model	model	NOUN
easat-11490	156	12	misfit	misfit	NOUN
easat-11490	156	13	;	;	PUNCT
easat-11490	156	14	however	however	ADV
easat-11490	156	15	,	,	PUNCT
easat-11490	156	16	because	because	SCONJ
easat-11490	156	17	this	this	DET
easat-11490	156	18	statistic	statistic	NOUN
easat-11490	156	19	is	be	AUX
easat-11490	156	20	sensitive	sensitive	ADJ
easat-11490	156	21	to	to	ADP
easat-11490	156	22	large	large	ADJ
easat-11490	156	23	sample	sample	NOUN
easat-11490	156	24	sizes	size	NOUN
easat-11490	156	25	,	,	PUNCT
easat-11490	156	26	its	its	PRON
easat-11490	156	27	interpretation	interpretation	NOUN
easat-11490	156	28	should	should	AUX
easat-11490	156	29	be	be	AUX
easat-11490	156	30	complemented	complement	VERB
easat-11490	156	31	by	by	ADP
easat-11490	156	32	other	other	ADJ
easat-11490	156	33	fit	fit	ADJ
easat-11490	156	34	indices	index	NOUN
easat-11490	156	35	.	.	PUNCT
easat-11490	157	1	the	the	DET
easat-11490	157	2	normed	normed	PROPN
easat-11490	157	3	fit	fit	ADJ
easat-11490	157	4	index	index	NOUN
easat-11490	157	5	(	(	PUNCT
easat-11490	157	6	nfi	nfi	NOUN
easat-11490	157	7	)	)	PUNCT
easat-11490	157	8	of	of	ADP
easat-11490	157	9	0.90	0.90	NUM
easat-11490	157	10	suggests	suggest	VERB
easat-11490	157	11	a	a	DET
easat-11490	157	12	strong	strong	ADJ
easat-11490	157	13	model	model	NOUN
easat-11490	157	14	fit	fit	NOUN
easat-11490	157	15	,	,	PUNCT
easat-11490	157	16	surpassing	surpass	VERB
easat-11490	157	17	the	the	DET
easat-11490	157	18	commonly	commonly	ADV
easat-11490	157	19	cited	cite	VERB
easat-11490	157	20	threshold	threshold	NOUN
easat-11490	157	21	of	of	ADP
easat-11490	157	22	0.90	0.90	NUM
easat-11490	157	23	.	.	PUNCT
easat-11490	158	1	therefore	therefore	ADV
easat-11490	158	2	,	,	PUNCT
easat-11490	158	3	the	the	DET
easat-11490	158	4	structural	structural	ADJ
easat-11490	158	5	model	model	NOUN
easat-11490	158	6	in	in	ADP
easat-11490	158	7	this	this	DET
easat-11490	158	8	study	study	NOUN
easat-11490	158	9	is	be	AUX
easat-11490	158	10	overall	overall	ADV
easat-11490	158	11	acceptable	acceptable	ADJ
easat-11490	158	12	and	and	CCONJ
easat-11490	158	13	suitable	suitable	ADJ
easat-11490	158	14	for	for	ADP
easat-11490	158	15	further	further	ADJ
easat-11490	158	16	analysis	analysis	NOUN
easat-11490	158	17	.	.	PUNCT
easat-11490	159	1	the	the	DET
easat-11490	159	2	evaluation	evaluation	NOUN
easat-11490	159	3	results	result	NOUN
easat-11490	159	4	indicate	indicate	VERB
easat-11490	159	5	that	that	SCONJ
easat-11490	159	6	the	the	DET
easat-11490	159	7	developed	developed	ADJ
easat-11490	159	8	structural	structural	ADJ
easat-11490	159	9	model	model	NOUN
easat-11490	159	10	exhibits	exhibit	VERB
easat-11490	159	11	a	a	DET
easat-11490	159	12	sufficiently	sufficiently	ADV
easat-11490	159	13	high	high	ADJ
easat-11490	159	14	degree	degree	NOUN
easat-11490	159	15	of	of	ADP
easat-11490	159	16	fit	fit	NOUN
easat-11490	159	17	,	,	PUNCT
easat-11490	159	18	enabling	enable	VERB
easat-11490	159	19	reliable	reliable	ADJ
easat-11490	159	20	interpretation	interpretation	NOUN
easat-11490	159	21	of	of	ADP
easat-11490	159	22	relationships	relationship	NOUN
easat-11490	159	23	among	among	ADP
easat-11490	159	24	constructs	construct	NOUN
easat-11490	159	25	in	in	ADP
easat-11490	159	26	this	this	DET
easat-11490	159	27	research	research	NOUN
easat-11490	159	28	.	.	PUNCT
easat-11490	160	1	23	23	NUM
easat-11490	160	2	edelweiss	edelweiss	PROPN
easat-11490	160	3	applied	apply	VERB
easat-11490	160	4	science	science	NOUN
easat-11490	160	5	and	and	CCONJ
easat-11490	160	6	technology	technology	NOUN
easat-11490	160	7	issn	issn	PROPN
easat-11490	160	8	:	:	PUNCT
easat-11490	160	9	2576	2576	NUM
easat-11490	160	10	-	-	SYM
easat-11490	160	11	8484	8484	NUM
easat-11490	160	12	vol	vol	NOUN
easat-11490	160	13	.	.	PROPN
easat-11490	161	1	10	10	NUM
easat-11490	161	2	,	,	PUNCT
easat-11490	161	3	no	no	INTJ
easat-11490	161	4	.	.	NOUN
easat-11490	161	5	1	1	NUM
easat-11490	161	6	:	:	SYM
easat-11490	161	7	16	16	NUM
easat-11490	161	8	-	-	SYM
easat-11490	161	9	26	26	NUM
easat-11490	161	10	,	,	PUNCT
easat-11490	161	11	2026	2026	NUM
easat-11490	161	12	doi	doi	NOUN
easat-11490	161	13	:	:	PUNCT
easat-11490	161	14	10.55214/2576	10.55214/2576	NUM
easat-11490	161	15	-	-	NUM
easat-11490	161	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	161	17	©	©	PROPN
easat-11490	161	18	2026	2026	NUM
easat-11490	161	19	by	by	ADP
easat-11490	161	20	the	the	DET
easat-11490	161	21	authors	author	NOUN
easat-11490	161	22	;	;	PUNCT
easat-11490	161	23	licensee	licensee	PROPN
easat-11490	161	24	learning	learning	NOUN
easat-11490	161	25	gate	gate	NOUN
easat-11490	161	26	4	4	NUM
easat-11490	161	27	.	.	PUNCT
easat-11490	161	28	discussion	discussion	NOUN
easat-11490	161	29	the	the	DET
easat-11490	161	30	sem	sem	NOUN
easat-11490	161	31	-	-	PUNCT
easat-11490	161	32	pls	pls	NOUN
easat-11490	161	33	analysis	analysis	NOUN
easat-11490	161	34	provided	provide	VERB
easat-11490	161	35	critical	critical	ADJ
easat-11490	161	36	insights	insight	NOUN
easat-11490	161	37	into	into	ADP
easat-11490	161	38	the	the	DET
easat-11490	161	39	reliability	reliability	NOUN
easat-11490	161	40	and	and	CCONJ
easat-11490	161	41	validity	validity	NOUN
easat-11490	161	42	of	of	ADP
easat-11490	161	43	the	the	DET
easat-11490	161	44	constructs	construct	NOUN
easat-11490	161	45	and	and	CCONJ
easat-11490	161	46	the	the	DET
easat-11490	161	47	structural	structural	ADJ
easat-11490	161	48	relationships	relationship	NOUN
easat-11490	161	49	between	between	ADP
easat-11490	161	50	them	they	PRON
easat-11490	161	51	.	.	PUNCT
easat-11490	162	1	the	the	DET
easat-11490	162	2	constructs	construct	NOUN
easat-11490	162	3	of	of	ADP
easat-11490	162	4	campus	campus	NOUN
easat-11490	162	5	services	service	NOUN
easat-11490	162	6	,	,	PUNCT
easat-11490	162	7	device	device	NOUN
easat-11490	162	8	ownership	ownership	NOUN
easat-11490	162	9	,	,	PUNCT
easat-11490	162	10	user	user	NOUN
easat-11490	162	11	experience	experience	NOUN
easat-11490	162	12	digital	digital	ADJ
easat-11490	162	13	transformation	transformation	NOUN
easat-11490	162	14	,	,	PUNCT
easat-11490	162	15	and	and	CCONJ
easat-11490	162	16	needs	need	NOUN
easat-11490	162	17	demonstrated	demonstrate	VERB
easat-11490	162	18	good	good	ADJ
easat-11490	162	19	reliability	reliability	NOUN
easat-11490	162	20	and	and	CCONJ
easat-11490	162	21	validity	validity	NOUN
easat-11490	162	22	,	,	PUNCT
easat-11490	162	23	as	as	SCONJ
easat-11490	162	24	indicated	indicate	VERB
easat-11490	162	25	by	by	ADP
easat-11490	162	26	cronbach	cronbach	PROPN
easat-11490	162	27	’s	’s	PART
easat-11490	162	28	alpha	alpha	NOUN
easat-11490	162	29	,	,	PUNCT
easat-11490	162	30	cr	cr	PROPN
easat-11490	162	31	,	,	PUNCT
easat-11490	162	32	and	and	CCONJ
easat-11490	162	33	ave	ave	NOUN
easat-11490	162	34	values	value	NOUN
easat-11490	162	35	.	.	PUNCT
easat-11490	163	1	employing	employ	VERB
easat-11490	163	2	sem	sem	NOUN
easat-11490	163	3	-	-	PUNCT
easat-11490	163	4	pls	pls	NOUN
easat-11490	163	5	enabled	enable	VERB
easat-11490	163	6	this	this	DET
easat-11490	163	7	study	study	NOUN
easat-11490	163	8	to	to	PART
easat-11490	163	9	effectively	effectively	ADV
easat-11490	163	10	model	model	VERB
easat-11490	163	11	the	the	DET
easat-11490	163	12	complex	complex	ADJ
easat-11490	163	13	relationships	relationship	NOUN
easat-11490	163	14	between	between	ADP
easat-11490	163	15	various	various	ADJ
easat-11490	163	16	factors	factor	NOUN
easat-11490	163	17	influencing	influence	VERB
easat-11490	163	18	the	the	DET
easat-11490	163	19	need	need	NOUN
easat-11490	163	20	for	for	ADP
easat-11490	163	21	mobile	mobile	ADJ
easat-11490	163	22	apps	app	NOUN
easat-11490	163	23	in	in	ADP
easat-11490	163	24	ui	ui	PROPN
easat-11490	163	25	,	,	PUNCT
easat-11490	163	26	which	which	PRON
easat-11490	163	27	are	be	AUX
easat-11490	163	28	siak	siak	PROPN
easat-11490	163	29	-	-	PUNCT
easat-11490	163	30	ng	ng	PROPN
easat-11490	163	31	,	,	PUNCT
easat-11490	163	32	emas	emas	PROPN
easat-11490	163	33	,	,	PUNCT
easat-11490	163	34	and	and	CCONJ
easat-11490	163	35	sigma	sigma	PROPN
easat-11490	163	36	.	.	PUNCT
easat-11490	164	1	the	the	DET
easat-11490	164	2	relationships	relationship	NOUN
easat-11490	164	3	between	between	ADP
easat-11490	164	4	all	all	DET
easat-11490	164	5	variables	variable	NOUN
easat-11490	164	6	are	be	AUX
easat-11490	164	7	illustrated	illustrate	VERB
easat-11490	164	8	in	in	ADP
easat-11490	164	9	figure	figure	NOUN
easat-11490	164	10	3	3	NUM
easat-11490	164	11	.	.	PUNCT
easat-11490	165	1	the	the	DET
easat-11490	165	2	relationship	relationship	NOUN
easat-11490	165	3	between	between	ADP
easat-11490	165	4	device	device	NOUN
easat-11490	165	5	ownership	ownership	NOUN
easat-11490	165	6	and	and	CCONJ
easat-11490	165	7	user	user	NOUN
easat-11490	165	8	experience	experience	NOUN
easat-11490	165	9	is	be	AUX
easat-11490	165	10	not	not	PART
easat-11490	165	11	statistically	statistically	ADV
easat-11490	165	12	significant	significant	ADJ
easat-11490	165	13	at	at	ADP
easat-11490	165	14	the	the	DET
easat-11490	165	15	5	5	NUM
easat-11490	165	16	%	%	NOUN
easat-11490	165	17	level	level	NOUN
easat-11490	165	18	(	(	PUNCT
easat-11490	165	19	p	p	NOUN
easat-11490	165	20	=	=	NOUN
easat-11490	165	21	0.09	0.09	NUM
easat-11490	165	22	>	>	NOUN
easat-11490	165	23	0.05	0.05	NUM
easat-11490	165	24	)	)	PUNCT
easat-11490	165	25	,	,	PUNCT
easat-11490	165	26	although	although	SCONJ
easat-11490	165	27	it	it	PRON
easat-11490	165	28	is	be	AUX
easat-11490	165	29	close	close	ADJ
easat-11490	165	30	to	to	ADP
easat-11490	165	31	the	the	DET
easat-11490	165	32	threshold	threshold	NOUN
easat-11490	165	33	.	.	PUNCT
easat-11490	166	1	this	this	PRON
easat-11490	166	2	implies	imply	VERB
easat-11490	166	3	that	that	SCONJ
easat-11490	166	4	device	device	NOUN
easat-11490	166	5	ownership	ownership	NOUN
easat-11490	166	6	does	do	AUX
easat-11490	166	7	not	not	PART
easat-11490	166	8	convincingly	convincingly	ADV
easat-11490	166	9	influence	influence	VERB
easat-11490	166	10	user	user	NOUN
easat-11490	166	11	experience	experience	NOUN
easat-11490	166	12	within	within	ADP
easat-11490	166	13	this	this	DET
easat-11490	166	14	model	model	NOUN
easat-11490	166	15	.	.	PUNCT
easat-11490	167	1	ui	ui	PROPN
easat-11490	167	2	vocational	vocational	ADJ
easat-11490	167	3	students	student	NOUN
easat-11490	167	4	who	who	PRON
easat-11490	167	5	are	be	AUX
easat-11490	167	6	included	include	VERB
easat-11490	167	7	in	in	ADP
easat-11490	167	8	generation	generation	NOUN
easat-11490	167	9	z	z	NOUN
easat-11490	167	10	,	,	PUNCT
easat-11490	167	11	where	where	SCONJ
easat-11490	167	12	gadget	gadget	NOUN
easat-11490	167	13	ownership	ownership	NOUN
easat-11490	167	14	is	be	AUX
easat-11490	167	15	commonplace	commonplace	ADJ
easat-11490	167	16	,	,	PUNCT
easat-11490	167	17	find	find	VERB
easat-11490	167	18	it	it	PRON
easat-11490	167	19	natural	natural	ADJ
easat-11490	167	20	that	that	SCONJ
easat-11490	167	21	their	their	PRON
easat-11490	167	22	experience	experience	NOUN
easat-11490	167	23	of	of	ADP
easat-11490	167	24	using	use	VERB
easat-11490	167	25	gadgets	gadget	NOUN
easat-11490	167	26	and/or	and/or	CCONJ
easat-11490	167	27	applications	application	NOUN
easat-11490	167	28	is	be	AUX
easat-11490	167	29	considered	consider	VERB
easat-11490	167	30	common	common	ADJ
easat-11490	167	31	.	.	PUNCT
easat-11490	168	1	this	this	PRON
easat-11490	168	2	is	be	AUX
easat-11490	168	3	in	in	ADP
easat-11490	168	4	line	line	NOUN
easat-11490	168	5	with	with	ADP
easat-11490	168	6	gulatee	gulatee	NOUN
easat-11490	168	7	and	and	CCONJ
easat-11490	168	8	combes	comb	VERB
easat-11490	168	9	[	[	X
easat-11490	168	10	18	18	NUM
easat-11490	168	11	]	]	PUNCT
easat-11490	168	12	,	,	PUNCT
easat-11490	168	13	where	where	SCONJ
easat-11490	168	14	75	75	NUM
easat-11490	168	15	%	%	NOUN
easat-11490	168	16	of	of	ADP
easat-11490	168	17	those	those	PRON
easat-11490	168	18	who	who	PRON
easat-11490	168	19	participated	participate	VERB
easat-11490	168	20	in	in	ADP
easat-11490	168	21	the	the	DET
easat-11490	168	22	research	research	NOUN
easat-11490	168	23	use	use	VERB
easat-11490	168	24	their	their	PRON
easat-11490	168	25	mobile	mobile	ADJ
easat-11490	168	26	phones	phone	NOUN
easat-11490	168	27	every	every	DET
easat-11490	168	28	day	day	NOUN
easat-11490	168	29	;	;	PUNCT
easat-11490	168	30	thus	thus	ADV
easat-11490	168	31	,	,	PUNCT
easat-11490	168	32	the	the	DET
easat-11490	168	33	experience	experience	NOUN
easat-11490	168	34	of	of	ADP
easat-11490	168	35	using	use	VERB
easat-11490	168	36	gadgets	gadget	NOUN
easat-11490	168	37	is	be	AUX
easat-11490	168	38	considered	consider	VERB
easat-11490	168	39	normal	normal	ADJ
easat-11490	168	40	.	.	PUNCT
easat-11490	169	1	device	device	NOUN
easat-11490	169	2	ownership	ownership	NOUN
easat-11490	169	3	is	be	AUX
easat-11490	169	4	also	also	ADV
easat-11490	169	5	not	not	PART
easat-11490	169	6	significant	significant	ADJ
easat-11490	169	7	to	to	PART
easat-11490	169	8	technology	technology	NOUN
easat-11490	169	9	proficiency	proficiency	NOUN
easat-11490	169	10	,	,	PUNCT
easat-11490	169	11	which	which	PRON
easat-11490	169	12	is	be	AUX
easat-11490	169	13	part	part	NOUN
easat-11490	169	14	of	of	ADP
easat-11490	169	15	the	the	DET
easat-11490	169	16	user	user	NOUN
easat-11490	169	17	experience	experience	NOUN
easat-11490	169	18	[	[	X
easat-11490	169	19	19	19	NUM
easat-11490	169	20	]	]	PUNCT
easat-11490	169	21	.	.	PUNCT
easat-11490	170	1	the	the	DET
easat-11490	170	2	strong	strong	ADJ
easat-11490	170	3	relationship	relationship	NOUN
easat-11490	170	4	between	between	ADP
easat-11490	170	5	campus	campus	NOUN
easat-11490	170	6	services	service	NOUN
easat-11490	170	7	and	and	CCONJ
easat-11490	170	8	user	user	NOUN
easat-11490	170	9	experience	experience	NOUN
easat-11490	170	10	demonstrates	demonstrate	VERB
easat-11490	170	11	how	how	SCONJ
easat-11490	170	12	the	the	DET
easat-11490	170	13	campus	campus	NOUN
easat-11490	170	14	industry	industry	NOUN
easat-11490	170	15	is	be	AUX
easat-11490	170	16	centered	center	VERB
easat-11490	170	17	on	on	ADP
easat-11490	170	18	its	its	PRON
easat-11490	170	19	consumers	consumer	NOUN
easat-11490	170	20	,	,	PUNCT
easat-11490	170	21	namely	namely	ADV
easat-11490	170	22	,	,	PUNCT
easat-11490	170	23	students	student	NOUN
easat-11490	170	24	.	.	PUNCT
easat-11490	171	1	figure	figure	VERB
easat-11490	171	2	3	3	NUM
easat-11490	171	3	shows	show	VERB
easat-11490	171	4	that	that	SCONJ
easat-11490	171	5	campus	campus	NOUN
easat-11490	171	6	services	service	NOUN
easat-11490	171	7	contribute	contribute	VERB
easat-11490	171	8	66.3	66.3	NUM
easat-11490	171	9	%	%	NOUN
easat-11490	171	10	to	to	ADP
easat-11490	171	11	user	user	NOUN
easat-11490	171	12	experience	experience	NOUN
easat-11490	171	13	.	.	PUNCT
easat-11490	172	1	the	the	DET
easat-11490	172	2	campus	campus	NOUN
easat-11490	172	3	industry	industry	NOUN
easat-11490	172	4	must	must	AUX
easat-11490	172	5	develop	develop	VERB
easat-11490	172	6	a	a	DET
easat-11490	172	7	strategy	strategy	NOUN
easat-11490	172	8	to	to	PART
easat-11490	172	9	create	create	VERB
easat-11490	172	10	new	new	ADJ
easat-11490	172	11	value	value	NOUN
easat-11490	172	12	through	through	ADP
easat-11490	172	13	digital	digital	ADJ
easat-11490	172	14	transformation	transformation	NOUN
easat-11490	172	15	,	,	PUNCT
easat-11490	172	16	where	where	SCONJ
easat-11490	172	17	services	service	NOUN
easat-11490	172	18	are	be	AUX
easat-11490	172	19	not	not	PART
easat-11490	172	20	solely	solely	ADV
easat-11490	172	21	industry	industry	NOUN
easat-11490	172	22	-	-	PUNCT
easat-11490	172	23	centered	center	VERB
easat-11490	172	24	but	but	CCONJ
easat-11490	172	25	are	be	AUX
easat-11490	172	26	distributed	distribute	VERB
easat-11490	172	27	to	to	ADP
easat-11490	172	28	each	each	DET
easat-11490	172	29	consumer	consumer	NOUN
easat-11490	172	30	who	who	PRON
easat-11490	172	31	possesses	possess	VERB
easat-11490	172	32	independent	independent	ADJ
easat-11490	172	33	technology	technology	NOUN
easat-11490	172	34	,	,	PUNCT
easat-11490	172	35	such	such	ADJ
easat-11490	172	36	as	as	ADP
easat-11490	172	37	smartphones	smartphone	NOUN
easat-11490	172	38	and	and	CCONJ
easat-11490	172	39	internet	internet	NOUN
easat-11490	172	40	access	access	NOUN
easat-11490	172	41	[	[	X
easat-11490	172	42	20	20	NUM
easat-11490	172	43	]	]	X
easat-11490	172	44	user	user	NOUN
easat-11490	172	45	experience	experience	NOUN
easat-11490	172	46	exerts	exert	VERB
easat-11490	172	47	a	a	DET
easat-11490	172	48	significant	significant	ADJ
easat-11490	172	49	and	and	CCONJ
easat-11490	172	50	moderately	moderately	ADV
easat-11490	172	51	strong	strong	ADJ
easat-11490	172	52	influence	influence	NOUN
easat-11490	172	53	on	on	ADP
easat-11490	172	54	perceptions	perception	NOUN
easat-11490	172	55	of	of	ADP
easat-11490	172	56	digital	digital	ADJ
easat-11490	172	57	transformation	transformation	NOUN
easat-11490	172	58	,	,	PUNCT
easat-11490	172	59	demonstrating	demonstrate	VERB
easat-11490	172	60	that	that	SCONJ
easat-11490	172	61	a	a	DET
easat-11490	172	62	positive	positive	ADJ
easat-11490	172	63	user	user	NOUN
easat-11490	172	64	experience	experience	NOUN
easat-11490	172	65	enhances	enhance	VERB
easat-11490	172	66	acceptance	acceptance	NOUN
easat-11490	172	67	and	and	CCONJ
easat-11490	172	68	perception	perception	NOUN
easat-11490	172	69	of	of	ADP
easat-11490	172	70	digital	digital	ADJ
easat-11490	172	71	transformation	transformation	NOUN
easat-11490	172	72	.	.	PUNCT
easat-11490	173	1	the	the	DET
easat-11490	173	2	relationship	relationship	NOUN
easat-11490	173	3	between	between	ADP
easat-11490	173	4	user	user	NOUN
easat-11490	173	5	experience	experience	NOUN
easat-11490	173	6	and	and	CCONJ
easat-11490	173	7	digital	digital	ADJ
easat-11490	173	8	transformation	transformation	NOUN
easat-11490	173	9	,	,	PUNCT
easat-11490	173	10	which	which	PRON
easat-11490	173	11	is	be	AUX
easat-11490	173	12	around	around	ADV
easat-11490	173	13	44	44	NUM
easat-11490	173	14	%	%	NOUN
easat-11490	173	15	,	,	PUNCT
easat-11490	173	16	shows	show	VERB
easat-11490	173	17	that	that	SCONJ
easat-11490	173	18	user	user	NOUN
easat-11490	173	19	experience	experience	NOUN
easat-11490	173	20	has	have	VERB
easat-11490	173	21	a	a	DET
easat-11490	173	22	considerable	considerable	ADJ
easat-11490	173	23	influence	influence	NOUN
easat-11490	173	24	on	on	ADP
easat-11490	173	25	the	the	DET
easat-11490	173	26	digital	digital	ADJ
easat-11490	173	27	transformation	transformation	NOUN
easat-11490	173	28	process	process	NOUN
easat-11490	173	29	.	.	PUNCT
easat-11490	174	1	this	this	PRON
easat-11490	174	2	can	can	AUX
easat-11490	174	3	happen	happen	VERB
easat-11490	174	4	because	because	SCONJ
easat-11490	174	5	user	user	NOUN
easat-11490	174	6	experience	experience	NOUN
easat-11490	174	7	is	be	AUX
easat-11490	174	8	one	one	NUM
easat-11490	174	9	of	of	ADP
easat-11490	174	10	the	the	DET
easat-11490	174	11	pillars	pillar	NOUN
easat-11490	174	12	of	of	ADP
easat-11490	174	13	digital	digital	ADJ
easat-11490	174	14	transformation	transformation	NOUN
easat-11490	175	1	[	[	X
easat-11490	175	2	21	21	NUM
easat-11490	175	3	]	]	PUNCT
easat-11490	175	4	.	.	PUNCT
easat-11490	176	1	meanwhile	meanwhile	ADV
easat-11490	176	2	,	,	PUNCT
easat-11490	176	3	digital	digital	ADJ
easat-11490	176	4	transformation	transformation	NOUN
easat-11490	176	5	,	,	PUNCT
easat-11490	176	6	which	which	PRON
easat-11490	176	7	is	be	AUX
easat-11490	176	8	a	a	DET
easat-11490	176	9	mediating	mediate	VERB
easat-11490	176	10	variable	variable	NOUN
easat-11490	176	11	,	,	PUNCT
easat-11490	176	12	has	have	VERB
easat-11490	176	13	a	a	DET
easat-11490	176	14	significant	significant	ADJ
easat-11490	176	15	impact	impact	NOUN
easat-11490	176	16	on	on	ADP
easat-11490	176	17	needs	need	NOUN
easat-11490	176	18	(	(	PUNCT
easat-11490	176	19	36.3	36.3	NUM
easat-11490	176	20	%	%	NOUN
easat-11490	176	21	)	)	PUNCT
easat-11490	176	22	.	.	PUNCT
easat-11490	177	1	the	the	DET
easat-11490	177	2	t	t	NOUN
easat-11490	177	3	-	-	PUNCT
easat-11490	177	4	value	value	NOUN
easat-11490	177	5	and	and	CCONJ
easat-11490	177	6	p	p	ADJ
easat-11490	177	7	-	-	PUNCT
easat-11490	177	8	value	value	NOUN
easat-11490	177	9	confirm	confirm	NOUN
easat-11490	177	10	that	that	SCONJ
easat-11490	177	11	this	this	DET
easat-11490	177	12	relationship	relationship	NOUN
easat-11490	177	13	is	be	AUX
easat-11490	177	14	highly	highly	ADV
easat-11490	177	15	significant	significant	ADJ
easat-11490	177	16	.	.	PUNCT
easat-11490	178	1	therefore	therefore	ADV
easat-11490	178	2	,	,	PUNCT
easat-11490	178	3	user	user	NOUN
easat-11490	178	4	experience	experience	NOUN
easat-11490	178	5	also	also	ADV
easat-11490	178	6	influences	influence	VERB
easat-11490	178	7	the	the	DET
easat-11490	178	8	need	need	NOUN
easat-11490	178	9	for	for	ADP
easat-11490	178	10	mobile	mobile	ADJ
easat-11490	178	11	apps	app	NOUN
easat-11490	178	12	,	,	PUNCT
easat-11490	178	13	in	in	ADP
easat-11490	178	14	this	this	DET
easat-11490	178	15	case	case	NOUN
easat-11490	178	16	,	,	PUNCT
easat-11490	178	17	the	the	DET
easat-11490	178	18	three	three	NUM
easat-11490	178	19	applications	application	NOUN
easat-11490	178	20	above	above	ADV
easat-11490	178	21	.	.	PUNCT
easat-11490	179	1	user	user	NOUN
easat-11490	179	2	experience	experience	NOUN
easat-11490	179	3	aspects	aspect	NOUN
easat-11490	179	4	critical	critical	ADJ
easat-11490	179	5	to	to	ADP
easat-11490	179	6	a	a	DET
easat-11490	179	7	mobile	mobile	ADJ
easat-11490	179	8	app	app	NOUN
easat-11490	179	9	’s	’s	PART
easat-11490	179	10	nature	nature	NOUN
easat-11490	179	11	and	and	CCONJ
easat-11490	179	12	goal	goal	NOUN
easat-11490	179	13	vary	vary	VERB
easat-11490	179	14	[	[	X
easat-11490	179	15	22	22	NUM
easat-11490	179	16	]	]	PUNCT
easat-11490	179	17	.	.	PUNCT
easat-11490	180	1	some	some	DET
easat-11490	180	2	users	user	NOUN
easat-11490	180	3	feel	feel	VERB
easat-11490	180	4	comfortable	comfortable	ADJ
easat-11490	180	5	with	with	ADP
easat-11490	180	6	efficiency	efficiency	NOUN
easat-11490	180	7	and	and	CCONJ
easat-11490	180	8	understandability	understandability	NOUN
easat-11490	180	9	,	,	PUNCT
easat-11490	180	10	and	and	CCONJ
easat-11490	180	11	others	other	NOUN
easat-11490	180	12	choose	choose	VERB
easat-11490	180	13	enjoyment	enjoyment	NOUN
easat-11490	180	14	and	and	CCONJ
easat-11490	180	15	exciting	exciting	ADJ
easat-11490	180	16	elements	element	NOUN
easat-11490	180	17	.	.	PUNCT
easat-11490	181	1	similarly	similarly	ADV
easat-11490	181	2	,	,	PUNCT
easat-11490	181	3	in	in	ADP
easat-11490	181	4	assessing	assess	VERB
easat-11490	181	5	the	the	DET
easat-11490	181	6	need	need	NOUN
easat-11490	181	7	for	for	ADP
easat-11490	181	8	mobile	mobile	ADJ
easat-11490	181	9	apps	app	NOUN
easat-11490	181	10	at	at	ADP
easat-11490	181	11	ui	ui	PROPN
easat-11490	181	12	as	as	ADP
easat-11490	181	13	part	part	NOUN
easat-11490	181	14	of	of	ADP
easat-11490	181	15	the	the	DET
easat-11490	181	16	digital	digital	ADJ
easat-11490	181	17	transformation	transformation	NOUN
easat-11490	181	18	process	process	NOUN
easat-11490	181	19	,	,	PUNCT
easat-11490	181	20	numerous	numerous	ADJ
easat-11490	181	21	studies	study	NOUN
easat-11490	181	22	have	have	AUX
easat-11490	181	23	examined	examine	VERB
easat-11490	181	24	the	the	DET
easat-11490	181	25	benefits	benefit	NOUN
easat-11490	181	26	of	of	ADP
easat-11490	181	27	using	use	VERB
easat-11490	181	28	mobile	mobile	ADJ
easat-11490	181	29	apps	app	NOUN
easat-11490	181	30	in	in	ADP
easat-11490	181	31	higher	high	ADJ
easat-11490	181	32	education	education	NOUN
easat-11490	181	33	.	.	PUNCT
easat-11490	182	1	for	for	ADP
easat-11490	182	2	instance	instance	NOUN
easat-11490	182	3	,	,	PUNCT
easat-11490	182	4	both	both	DET
easat-11490	182	5	students	student	NOUN
easat-11490	182	6	and	and	CCONJ
easat-11490	182	7	academics	academic	NOUN
easat-11490	182	8	reported	report	VERB
easat-11490	182	9	that	that	SCONJ
easat-11490	182	10	institutional	institutional	ADJ
easat-11490	182	11	support	support	NOUN
easat-11490	182	12	and	and	CCONJ
easat-11490	182	13	flexibility	flexibility	NOUN
easat-11490	182	14	would	would	AUX
easat-11490	182	15	likely	likely	ADV
easat-11490	182	16	provide	provide	VERB
easat-11490	182	17	motivation	motivation	NOUN
easat-11490	182	18	and	and	CCONJ
easat-11490	182	19	lead	lead	VERB
easat-11490	182	20	to	to	ADP
easat-11490	182	21	increased	increase	VERB
easat-11490	182	22	app	app	NOUN
easat-11490	182	23	use	use	NOUN
easat-11490	182	24	for	for	ADP
easat-11490	182	25	both	both	CCONJ
easat-11490	182	26	research	research	NOUN
easat-11490	182	27	and	and	CCONJ
easat-11490	182	28	teaching	teach	VERB
easat-11490	182	29	[	[	X
easat-11490	182	30	23	23	NUM
easat-11490	182	31	]	]	PUNCT
easat-11490	182	32	.	.	PUNCT
easat-11490	183	1	mobile	mobile	ADJ
easat-11490	183	2	learning	learning	NOUN
easat-11490	183	3	has	have	AUX
easat-11490	183	4	empowered	empower	VERB
easat-11490	183	5	interaction	interaction	NOUN
easat-11490	183	6	in	in	ADP
easat-11490	183	7	content	content	NOUN
easat-11490	183	8	creation	creation	NOUN
easat-11490	183	9	,	,	PUNCT
easat-11490	183	10	communication	communication	NOUN
easat-11490	183	11	,	,	PUNCT
easat-11490	183	12	and	and	CCONJ
easat-11490	183	13	collaboration	collaboration	NOUN
easat-11490	183	14	between	between	ADP
easat-11490	183	15	learners	learner	NOUN
easat-11490	183	16	and	and	CCONJ
easat-11490	183	17	instructors	instructor	NOUN
easat-11490	183	18	,	,	PUNCT
easat-11490	183	19	significantly	significantly	ADV
easat-11490	183	20	impacting	impact	VERB
easat-11490	183	21	learning	learn	VERB
easat-11490	183	22	effectiveness	effectiveness	NOUN
easat-11490	183	23	[	[	X
easat-11490	183	24	24	24	NUM
easat-11490	183	25	]	]	PUNCT
easat-11490	183	26	.	.	PUNCT
easat-11490	184	1	mobile	mobile	ADJ
easat-11490	184	2	apps	app	NOUN
easat-11490	184	3	enable	enable	VERB
easat-11490	184	4	educational	educational	ADJ
easat-11490	184	5	institutions	institution	NOUN
easat-11490	184	6	to	to	PART
easat-11490	184	7	collect	collect	VERB
easat-11490	184	8	and	and	CCONJ
easat-11490	184	9	analyze	analyze	VERB
easat-11490	184	10	user	user	NOUN
easat-11490	184	11	data	datum	NOUN
easat-11490	184	12	,	,	PUNCT
easat-11490	184	13	improving	improve	VERB
easat-11490	184	14	service	service	NOUN
easat-11490	184	15	quality	quality	NOUN
easat-11490	184	16	and	and	CCONJ
easat-11490	184	17	student	student	NOUN
easat-11490	184	18	learning	learning	NOUN
easat-11490	184	19	experiences	experience	NOUN
easat-11490	184	20	naveed	naveed	PROPN
easat-11490	184	21	et	et	PROPN
easat-11490	184	22	al	al	PROPN
easat-11490	184	23	.	.	PUNCT
easat-11490	185	1	[	[	X
easat-11490	185	2	25	25	NUM
easat-11490	185	3	]	]	PUNCT
easat-11490	185	4	.	.	PUNCT
easat-11490	186	1	the	the	DET
easat-11490	186	2	main	main	ADJ
easat-11490	186	3	advantages	advantage	NOUN
easat-11490	186	4	of	of	ADP
easat-11490	186	5	using	use	VERB
easat-11490	186	6	mobile	mobile	ADJ
easat-11490	186	7	apps	app	NOUN
easat-11490	186	8	in	in	ADP
easat-11490	186	9	the	the	DET
easat-11490	186	10	educational	educational	ADJ
easat-11490	186	11	process	process	NOUN
easat-11490	186	12	are	be	AUX
easat-11490	186	13	increasing	increase	VERB
easat-11490	186	14	the	the	DET
easat-11490	186	15	level	level	NOUN
easat-11490	186	16	of	of	ADP
easat-11490	186	17	knowledge	knowledge	NOUN
easat-11490	186	18	and	and	CCONJ
easat-11490	186	19	skills	skill	NOUN
easat-11490	186	20	of	of	ADP
easat-11490	186	21	higher	high	ADJ
easat-11490	186	22	education	education	NOUN
easat-11490	186	23	students	student	NOUN
easat-11490	186	24	[	[	X
easat-11490	186	25	26	26	NUM
easat-11490	186	26	]	]	PUNCT
easat-11490	186	27	.	.	PUNCT
easat-11490	187	1	considering	consider	VERB
easat-11490	187	2	the	the	DET
easat-11490	187	3	increasing	increase	VERB
easat-11490	187	4	development	development	NOUN
easat-11490	187	5	of	of	ADP
easat-11490	187	6	mobile	mobile	ADJ
easat-11490	187	7	apps	app	NOUN
easat-11490	187	8	today	today	NOUN
easat-11490	187	9	,	,	PUNCT
easat-11490	187	10	the	the	DET
easat-11490	187	11	need	need	NOUN
easat-11490	187	12	to	to	PART
easat-11490	187	13	change	change	VERB
easat-11490	187	14	the	the	DET
easat-11490	187	15	siak	siak	PROPN
easat-11490	187	16	-	-	PUNCT
easat-11490	187	17	ng	ng	PROPN
easat-11490	187	18	,	,	PUNCT
easat-11490	187	19	emas	emas	PROPN
easat-11490	187	20	,	,	PUNCT
easat-11490	187	21	and	and	CCONJ
easat-11490	187	22	sigma	sigma	ADJ
easat-11490	187	23	applications	application	NOUN
easat-11490	187	24	from	from	ADP
easat-11490	187	25	web	web	NOUN
easat-11490	187	26	-	-	PUNCT
easat-11490	187	27	based	base	VERB
easat-11490	187	28	to	to	ADP
easat-11490	187	29	mobile	mobile	ADJ
easat-11490	187	30	apps	app	NOUN
easat-11490	187	31	is	be	AUX
easat-11490	187	32	worth	worth	ADJ
easat-11490	187	33	considering	consider	VERB
easat-11490	187	34	.	.	PUNCT
easat-11490	188	1	further	further	ADJ
easat-11490	188	2	study	study	NOUN
easat-11490	188	3	of	of	ADP
easat-11490	188	4	this	this	DET
easat-11490	188	5	research	research	NOUN
easat-11490	188	6	can	can	AUX
easat-11490	188	7	be	be	AUX
easat-11490	188	8	conducted	conduct	VERB
easat-11490	188	9	by	by	ADP
easat-11490	188	10	adding	add	VERB
easat-11490	188	11	the	the	DET
easat-11490	188	12	human	human	ADJ
easat-11490	188	13	-	-	PUNCT
easat-11490	188	14	computer	computer	NOUN
easat-11490	188	15	interaction	interaction	NOUN
easat-11490	188	16	(	(	PUNCT
easat-11490	188	17	hci	hci	NOUN
easat-11490	188	18	)	)	PUNCT
easat-11490	188	19	variable	variable	NOUN
easat-11490	188	20	.	.	PUNCT
easat-11490	189	1	hci	hci	PROPN
easat-11490	189	2	is	be	AUX
easat-11490	189	3	fundamental	fundamental	ADJ
easat-11490	189	4	in	in	ADP
easat-11490	189	5	understanding	understand	VERB
easat-11490	189	6	data	datum	NOUN
easat-11490	189	7	management	management	NOUN
easat-11490	189	8	via	via	ADP
easat-11490	189	9	intelligent	intelligent	ADJ
easat-11490	189	10	devices	device	NOUN
easat-11490	189	11	,	,	PUNCT
easat-11490	189	12	connected	connect	VERB
easat-11490	189	13	smart	smart	ADJ
easat-11490	189	14	objects	object	NOUN
easat-11490	189	15	,	,	PUNCT
easat-11490	189	16	and	and	CCONJ
easat-11490	189	17	computer	computer	NOUN
easat-11490	189	18	-	-	PUNCT
easat-11490	189	19	networked	network	VERB
easat-11490	189	20	technologies	technology	NOUN
easat-11490	189	21	.	.	PUNCT
easat-11490	190	1	hci	hci	PROPN
easat-11490	190	2	significantly	significantly	ADV
easat-11490	190	3	influences	influence	VERB
easat-11490	190	4	interactions	interaction	NOUN
easat-11490	190	5	between	between	ADP
easat-11490	190	6	virtual	virtual	ADJ
easat-11490	190	7	and	and	CCONJ
easat-11490	190	8	physical	physical	ADJ
easat-11490	190	9	components	component	NOUN
easat-11490	190	10	in	in	ADP
easat-11490	190	11	networked	networked	ADJ
easat-11490	190	12	systems	system	NOUN
easat-11490	190	13	,	,	PUNCT
easat-11490	190	14	bridging	bridge	VERB
easat-11490	190	15	them	they	PRON
easat-11490	190	16	with	with	ADP
easat-11490	190	17	users	user	NOUN
easat-11490	190	18	and	and	CCONJ
easat-11490	190	19	learners	learner	NOUN
easat-11490	190	20	.	.	PUNCT
easat-11490	191	1	24	24	NUM
easat-11490	191	2	edelweiss	edelweiss	PROPN
easat-11490	191	3	applied	apply	VERB
easat-11490	191	4	science	science	NOUN
easat-11490	191	5	and	and	CCONJ
easat-11490	191	6	technology	technology	NOUN
easat-11490	191	7	issn	issn	PROPN
easat-11490	191	8	:	:	PUNCT
easat-11490	191	9	2576	2576	NUM
easat-11490	191	10	-	-	SYM
easat-11490	191	11	8484	8484	NUM
easat-11490	191	12	vol	vol	NOUN
easat-11490	191	13	.	.	PROPN
easat-11490	192	1	10	10	NUM
easat-11490	192	2	,	,	PUNCT
easat-11490	192	3	no	no	INTJ
easat-11490	192	4	.	.	NOUN
easat-11490	192	5	1	1	NUM
easat-11490	192	6	:	:	SYM
easat-11490	192	7	16	16	NUM
easat-11490	192	8	-	-	SYM
easat-11490	192	9	26	26	NUM
easat-11490	192	10	,	,	PUNCT
easat-11490	192	11	2026	2026	NUM
easat-11490	192	12	doi	doi	NOUN
easat-11490	192	13	:	:	PUNCT
easat-11490	192	14	10.55214/2576	10.55214/2576	NUM
easat-11490	192	15	-	-	NUM
easat-11490	192	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	192	17	©	©	PROPN
easat-11490	192	18	2026	2026	NUM
easat-11490	192	19	by	by	ADP
easat-11490	192	20	the	the	DET
easat-11490	192	21	authors	author	NOUN
easat-11490	192	22	;	;	PUNCT
easat-11490	192	23	licensee	licensee	PROPN
easat-11490	192	24	learning	learn	VERB
easat-11490	192	25	gate	gate	PROPN
easat-11490	192	26	figure	figure	NOUN
easat-11490	192	27	3	3	NUM
easat-11490	192	28	.	.	PUNCT
easat-11490	192	29	structural	structural	ADJ
easat-11490	192	30	model	model	NOUN
easat-11490	192	31	of	of	ADP
easat-11490	192	32	the	the	DET
easat-11490	192	33	study	study	NOUN
easat-11490	192	34	.	.	PUNCT
easat-11490	193	1	5	5	X
easat-11490	193	2	.	.	X
easat-11490	193	3	conclusions	conclusion	NOUN
easat-11490	193	4	digital	digital	PROPN
easat-11490	193	5	services	service	NOUN
easat-11490	193	6	create	create	VERB
easat-11490	193	7	opportunities	opportunity	NOUN
easat-11490	193	8	for	for	SCONJ
easat-11490	193	9	students	student	NOUN
easat-11490	193	10	to	to	PART
easat-11490	193	11	access	access	VERB
easat-11490	193	12	education	education	NOUN
easat-11490	193	13	more	more	ADV
easat-11490	193	14	efficiently	efficiently	ADV
easat-11490	193	15	while	while	SCONJ
easat-11490	193	16	reducing	reduce	VERB
easat-11490	193	17	human	human	ADJ
easat-11490	193	18	contact	contact	NOUN
easat-11490	193	19	dependency	dependency	NOUN
easat-11490	193	20	.	.	PUNCT
easat-11490	194	1	based	base	VERB
easat-11490	194	2	on	on	ADP
easat-11490	194	3	the	the	DET
easat-11490	194	4	analysis	analysis	NOUN
easat-11490	194	5	results	result	NOUN
easat-11490	194	6	,	,	PUNCT
easat-11490	194	7	digital	digital	ADJ
easat-11490	194	8	transformation	transformation	NOUN
easat-11490	194	9	acts	act	VERB
easat-11490	194	10	as	as	ADP
easat-11490	194	11	a	a	DET
easat-11490	194	12	moderating	moderate	VERB
easat-11490	194	13	variable	variable	NOUN
easat-11490	194	14	between	between	ADP
easat-11490	194	15	user	user	NOUN
easat-11490	194	16	experience	experience	NOUN
easat-11490	194	17	and	and	CCONJ
easat-11490	194	18	student	student	NOUN
easat-11490	194	19	needs	need	NOUN
easat-11490	194	20	.	.	PUNCT
easat-11490	195	1	mobile	mobile	ADJ
easat-11490	195	2	app	app	PROPN
easat-11490	195	3	-	-	PUNCT
easat-11490	195	4	based	base	VERB
easat-11490	195	5	digital	digital	ADJ
easat-11490	195	6	services	service	NOUN
easat-11490	195	7	have	have	AUX
easat-11490	195	8	become	become	VERB
easat-11490	195	9	essential	essential	ADJ
easat-11490	195	10	for	for	ADP
easat-11490	195	11	students	student	NOUN
easat-11490	195	12	in	in	ADP
easat-11490	195	13	accessing	access	VERB
easat-11490	195	14	educational	educational	ADJ
easat-11490	195	15	services	service	NOUN
easat-11490	195	16	.	.	PUNCT
easat-11490	196	1	our	our	PRON
easat-11490	196	2	findings	finding	NOUN
easat-11490	196	3	indicate	indicate	VERB
easat-11490	196	4	that	that	SCONJ
easat-11490	196	5	user	user	NOUN
easat-11490	196	6	experience	experience	NOUN
easat-11490	196	7	has	have	VERB
easat-11490	196	8	a	a	DET
easat-11490	196	9	significant	significant	ADJ
easat-11490	196	10	and	and	CCONJ
easat-11490	196	11	positive	positive	ADJ
easat-11490	196	12	impact	impact	NOUN
easat-11490	196	13	on	on	ADP
easat-11490	196	14	digital	digital	ADJ
easat-11490	196	15	transformation	transformation	NOUN
easat-11490	196	16	,	,	PUNCT
easat-11490	196	17	and	and	CCONJ
easat-11490	196	18	digital	digital	ADJ
easat-11490	196	19	transformation	transformation	NOUN
easat-11490	196	20	significantly	significantly	ADV
easat-11490	196	21	and	and	CCONJ
easat-11490	196	22	positively	positively	ADV
easat-11490	196	23	influences	influence	VERB
easat-11490	196	24	students	student	NOUN
easat-11490	196	25	'	'	PART
easat-11490	196	26	need	need	NOUN
easat-11490	196	27	for	for	ADP
easat-11490	196	28	mobile	mobile	ADJ
easat-11490	196	29	apps	app	NOUN
easat-11490	196	30	.	.	PUNCT
easat-11490	197	1	the	the	DET
easat-11490	197	2	demand	demand	NOUN
easat-11490	197	3	for	for	ADP
easat-11490	197	4	mobile	mobile	ADJ
easat-11490	197	5	apps	app	NOUN
easat-11490	197	6	serves	serve	VERB
easat-11490	197	7	as	as	ADP
easat-11490	197	8	a	a	DET
easat-11490	197	9	key	key	ADJ
easat-11490	197	10	driver	driver	NOUN
easat-11490	197	11	of	of	ADP
easat-11490	197	12	digital	digital	ADJ
easat-11490	197	13	transformation	transformation	NOUN
easat-11490	197	14	in	in	ADP
easat-11490	197	15	higher	high	ADJ
easat-11490	197	16	education	education	NOUN
easat-11490	197	17	,	,	PUNCT
easat-11490	197	18	including	include	VERB
easat-11490	197	19	siak	siak	PROPN
easat-11490	197	20	-	-	PUNCT
easat-11490	197	21	ng	ng	PROPN
easat-11490	197	22	,	,	PUNCT
easat-11490	197	23	emas	emas	PROPN
easat-11490	197	24	,	,	PUNCT
easat-11490	197	25	and	and	CCONJ
easat-11490	197	26	sigma	sigma	NOUN
easat-11490	197	27	in	in	ADP
easat-11490	197	28	ui	ui	PROPN
easat-11490	197	29	.	.	PUNCT
easat-11490	198	1	digital	digital	ADJ
easat-11490	198	2	transformation	transformation	NOUN
easat-11490	198	3	has	have	AUX
easat-11490	198	4	fundamentally	fundamentally	ADV
easat-11490	198	5	changed	change	VERB
easat-11490	198	6	how	how	SCONJ
easat-11490	198	7	students	student	NOUN
easat-11490	198	8	access	access	VERB
easat-11490	198	9	academic	academic	ADJ
easat-11490	198	10	and	and	CCONJ
easat-11490	198	11	administrative	administrative	ADJ
easat-11490	198	12	services	service	NOUN
easat-11490	198	13	.	.	PUNCT
easat-11490	199	1	one	one	NUM
easat-11490	199	2	of	of	ADP
easat-11490	199	3	its	its	PRON
easat-11490	199	4	core	core	NOUN
easat-11490	199	5	aspects	aspect	NOUN
easat-11490	199	6	is	be	AUX
easat-11490	199	7	the	the	DET
easat-11490	199	8	adoption	adoption	NOUN
easat-11490	199	9	of	of	ADP
easat-11490	199	10	mobile	mobile	ADJ
easat-11490	199	11	apps	app	NOUN
easat-11490	199	12	,	,	PUNCT
easat-11490	199	13	enabling	enable	VERB
easat-11490	199	14	students	student	NOUN
easat-11490	199	15	to	to	PART
easat-11490	199	16	retrieve	retrieve	VERB
easat-11490	199	17	academic	academic	ADJ
easat-11490	199	18	information	information	NOUN
easat-11490	199	19	,	,	PUNCT
easat-11490	199	20	communicate	communicate	VERB
easat-11490	199	21	with	with	ADP
easat-11490	199	22	faculty	faculty	NOUN
easat-11490	199	23	,	,	PUNCT
easat-11490	199	24	and	and	CCONJ
easat-11490	199	25	manage	manage	VERB
easat-11490	199	26	their	their	PRON
easat-11490	199	27	schedules	schedule	NOUN
easat-11490	199	28	more	more	ADV
easat-11490	199	29	efficiently	efficiently	ADV
easat-11490	199	30	.	.	PUNCT
easat-11490	200	1	mobile	mobile	ADJ
easat-11490	200	2	apps	app	NOUN
easat-11490	200	3	offer	offer	VERB
easat-11490	200	4	greater	great	ADJ
easat-11490	200	5	flexibility	flexibility	NOUN
easat-11490	200	6	,	,	PUNCT
easat-11490	200	7	allowing	allow	VERB
easat-11490	200	8	students	student	NOUN
easat-11490	200	9	to	to	PART
easat-11490	200	10	learn	learn	VERB
easat-11490	200	11	anytime	anytime	ADV
easat-11490	200	12	and	and	CCONJ
easat-11490	200	13	anywhere	anywhere	ADV
easat-11490	200	14	without	without	ADP
easat-11490	200	15	relying	rely	VERB
easat-11490	200	16	on	on	ADP
easat-11490	200	17	paper	paper	NOUN
easat-11490	200	18	-	-	PUNCT
easat-11490	200	19	based	base	VERB
easat-11490	200	20	systems	system	NOUN
easat-11490	200	21	or	or	CCONJ
easat-11490	200	22	desktop	desktop	NOUN
easat-11490	200	23	computers	computer	NOUN
easat-11490	200	24	.	.	PUNCT
easat-11490	201	1	thus	thus	ADV
easat-11490	201	2	,	,	PUNCT
easat-11490	201	3	digital	digital	ADJ
easat-11490	201	4	transformation	transformation	NOUN
easat-11490	201	5	through	through	ADP
easat-11490	201	6	mobile	mobile	ADJ
easat-11490	201	7	apps	app	NOUN
easat-11490	201	8	is	be	AUX
easat-11490	201	9	not	not	PART
easat-11490	201	10	just	just	ADV
easat-11490	201	11	a	a	DET
easat-11490	201	12	necessity	necessity	NOUN
easat-11490	201	13	but	but	CCONJ
easat-11490	201	14	a	a	DET
easat-11490	201	15	strategic	strategic	ADJ
easat-11490	201	16	imperative	imperative	NOUN
easat-11490	201	17	for	for	ADP
easat-11490	201	18	improving	improve	VERB
easat-11490	201	19	higher	high	ADJ
easat-11490	201	20	education	education	NOUN
easat-11490	201	21	quality	quality	NOUN
easat-11490	201	22	in	in	ADP
easat-11490	201	23	the	the	DET
easat-11490	201	24	digital	digital	ADJ
easat-11490	201	25	era	era	NOUN
easat-11490	201	26	.	.	PUNCT
easat-11490	202	1	the	the	DET
easat-11490	202	2	need	need	NOUN
easat-11490	202	3	for	for	ADP
easat-11490	202	4	mobile	mobile	ADJ
easat-11490	202	5	apps	app	NOUN
easat-11490	202	6	in	in	ADP
easat-11490	202	7	higher	high	ADJ
easat-11490	202	8	education	education	NOUN
easat-11490	202	9	continues	continue	VERB
easat-11490	202	10	to	to	PART
easat-11490	202	11	grow	grow	VERB
easat-11490	202	12	alongside	alongside	ADP
easat-11490	202	13	advancements	advancement	NOUN
easat-11490	202	14	in	in	ADP
easat-11490	202	15	technology	technology	NOUN
easat-11490	202	16	and	and	CCONJ
easat-11490	202	17	increasing	increase	VERB
easat-11490	202	18	student	student	NOUN
easat-11490	202	19	expectations	expectation	NOUN
easat-11490	202	20	for	for	ADP
easat-11490	202	21	faster	fast	ADJ
easat-11490	202	22	,	,	PUNCT
easat-11490	202	23	more	more	ADV
easat-11490	202	24	accessible	accessible	ADJ
easat-11490	202	25	services	service	NOUN
easat-11490	202	26	.	.	PUNCT
easat-11490	203	1	furthermore	furthermore	ADV
easat-11490	203	2	,	,	PUNCT
easat-11490	203	3	mobile	mobile	ADJ
easat-11490	203	4	apps	app	NOUN
easat-11490	203	5	act	act	VERB
easat-11490	203	6	as	as	ADP
easat-11490	203	7	catalysts	catalyst	NOUN
easat-11490	203	8	for	for	ADP
easat-11490	203	9	digital	digital	ADJ
easat-11490	203	10	transformation	transformation	NOUN
easat-11490	203	11	,	,	PUNCT
easat-11490	203	12	integrating	integrate	VERB
easat-11490	203	13	various	various	ADJ
easat-11490	203	14	educational	educational	ADJ
easat-11490	203	15	services	service	NOUN
easat-11490	203	16	into	into	ADP
easat-11490	203	17	a	a	DET
easat-11490	203	18	single	single	ADJ
easat-11490	203	19	user	user	NOUN
easat-11490	203	20	-	-	PUNCT
easat-11490	203	21	friendly	friendly	ADJ
easat-11490	203	22	platform	platform	NOUN
easat-11490	203	23	.	.	PUNCT
easat-11490	204	1	funding	funding	NOUN
easat-11490	204	2	:	:	PUNCT
easat-11490	204	3	this	this	DET
easat-11490	204	4	research	research	NOUN
easat-11490	204	5	was	be	AUX
easat-11490	204	6	funded	fund	VERB
easat-11490	204	7	by	by	ADP
easat-11490	204	8	universitas	universita	NOUN
easat-11490	204	9	indonesia	indonesia	PROPN
easat-11490	204	10	in	in	ADP
easat-11490	204	11	2023	2023	NUM
easat-11490	204	12	(	(	PUNCT
easat-11490	204	13	grant	grant	NOUN
easat-11490	204	14	number	number	NOUN
easat-11490	204	15	:	:	PUNCT
easat-11490	204	16	nkb1197	nkb1197	NOUN
easat-11490	204	17	/	/	SYM
easat-11490	204	18	un2.rst	un2.rst	PROPN
easat-11490	204	19	/	/	SYM
easat-11490	204	20	hkp.05.00/2023	hkp.05.00/2023	PROPN
easat-11490	204	21	)	)	PUNCT
easat-11490	204	22	.	.	PUNCT
easat-11490	205	1	transparency	transparency	NOUN
easat-11490	205	2	:	:	PUNCT
easat-11490	205	3	the	the	DET
easat-11490	205	4	authors	author	NOUN
easat-11490	205	5	confirm	confirm	VERB
easat-11490	205	6	that	that	SCONJ
easat-11490	205	7	the	the	DET
easat-11490	205	8	manuscript	manuscript	NOUN
easat-11490	205	9	is	be	AUX
easat-11490	205	10	an	an	DET
easat-11490	205	11	honest	honest	ADJ
easat-11490	205	12	,	,	PUNCT
easat-11490	205	13	accurate	accurate	ADJ
easat-11490	205	14	,	,	PUNCT
easat-11490	205	15	and	and	CCONJ
easat-11490	205	16	transparent	transparent	ADJ
easat-11490	205	17	account	account	NOUN
easat-11490	205	18	of	of	ADP
easat-11490	205	19	the	the	DET
easat-11490	205	20	study	study	NOUN
easat-11490	205	21	;	;	PUNCT
easat-11490	205	22	that	that	SCONJ
easat-11490	205	23	no	no	DET
easat-11490	205	24	vital	vital	ADJ
easat-11490	205	25	features	feature	NOUN
easat-11490	205	26	of	of	ADP
easat-11490	205	27	the	the	DET
easat-11490	205	28	study	study	NOUN
easat-11490	205	29	have	have	AUX
easat-11490	205	30	been	be	AUX
easat-11490	205	31	omitted	omit	VERB
easat-11490	205	32	;	;	PUNCT
easat-11490	205	33	and	and	CCONJ
easat-11490	205	34	that	that	SCONJ
easat-11490	205	35	any	any	DET
easat-11490	205	36	discrepancies	discrepancy	NOUN
easat-11490	205	37	from	from	ADP
easat-11490	205	38	the	the	DET
easat-11490	205	39	study	study	NOUN
easat-11490	205	40	as	as	SCONJ
easat-11490	205	41	planned	plan	VERB
easat-11490	205	42	have	have	AUX
easat-11490	205	43	been	be	AUX
easat-11490	205	44	explained	explain	VERB
easat-11490	205	45	.	.	PUNCT
easat-11490	206	1	this	this	DET
easat-11490	206	2	study	study	NOUN
easat-11490	206	3	followed	follow	VERB
easat-11490	206	4	all	all	DET
easat-11490	206	5	ethical	ethical	ADJ
easat-11490	206	6	practices	practice	NOUN
easat-11490	206	7	during	during	ADP
easat-11490	206	8	writing	writing	NOUN
easat-11490	206	9	.	.	PUNCT
easat-11490	207	1	25	25	NUM
easat-11490	207	2	edelweiss	edelweiss	PROPN
easat-11490	207	3	applied	apply	VERB
easat-11490	207	4	science	science	NOUN
easat-11490	207	5	and	and	CCONJ
easat-11490	207	6	technology	technology	NOUN
easat-11490	207	7	issn	issn	PROPN
easat-11490	207	8	:	:	PUNCT
easat-11490	207	9	2576	2576	NUM
easat-11490	207	10	-	-	SYM
easat-11490	207	11	8484	8484	NUM
easat-11490	207	12	vol	vol	NOUN
easat-11490	207	13	.	.	PROPN
easat-11490	208	1	10	10	NUM
easat-11490	208	2	,	,	PUNCT
easat-11490	208	3	no	no	INTJ
easat-11490	208	4	.	.	NOUN
easat-11490	208	5	1	1	NUM
easat-11490	208	6	:	:	SYM
easat-11490	208	7	16	16	NUM
easat-11490	208	8	-	-	SYM
easat-11490	208	9	26	26	NUM
easat-11490	208	10	,	,	PUNCT
easat-11490	208	11	2026	2026	NUM
easat-11490	208	12	doi	doi	NOUN
easat-11490	208	13	:	:	PUNCT
easat-11490	208	14	10.55214/2576	10.55214/2576	NUM
easat-11490	208	15	-	-	NUM
easat-11490	208	16	8484.v10i1.11490	8484.v10i1.11490	NUM
easat-11490	208	17	©	©	PROPN
easat-11490	208	18	2026	2026	NUM
easat-11490	208	19	by	by	ADP
easat-11490	208	20	the	the	DET
easat-11490	208	21	authors	author	NOUN
easat-11490	208	22	;	;	PUNCT
easat-11490	208	23	licensee	licensee	PROPN
easat-11490	208	24	learning	learn	VERB
easat-11490	208	25	gate	gate	NOUN
easat-11490	208	26	copyright	copyright	NOUN
easat-11490	208	27	:	:	PUNCT
easat-11490	209	1	©	©	PROPN
easat-11490	209	2	2026	2026	NUM
easat-11490	209	3	by	by	ADP
easat-11490	209	4	the	the	DET
easat-11490	209	5	authors	author	NOUN
easat-11490	209	6	.	.	PUNCT
easat-11490	210	1	this	this	DET
easat-11490	210	2	article	article	NOUN
easat-11490	210	3	is	be	AUX
easat-11490	210	4	an	an	DET
easat-11490	210	5	open	open	ADJ
easat-11490	210	6	-	-	PUNCT
easat-11490	210	7	access	access	NOUN
easat-11490	210	8	article	article	NOUN
easat-11490	210	9	distributed	distribute	VERB
easat-11490	210	10	under	under	ADP
easat-11490	210	11	the	the	DET
easat-11490	210	12	terms	term	NOUN
easat-11490	210	13	and	and	CCONJ
easat-11490	210	14	conditions	condition	NOUN
easat-11490	210	15	of	of	ADP
easat-11490	210	16	the	the	DET
easat-11490	210	17	creative	creative	ADJ
easat-11490	210	18	commons	common	NOUN
easat-11490	210	19	attribution	attribution	NOUN
easat-11490	210	20	(	(	PUNCT
easat-11490	210	21	cc	cc	NOUN
easat-11490	210	22	by	by	ADP
easat-11490	210	23	)	)	PUNCT
easat-11490	210	24	license	license	NOUN
easat-11490	210	25	(	(	PUNCT
easat-11490	210	26	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-11490	210	27	)	)	PUNCT
easat-11490	210	28	.	.	PUNCT
easat-11490	211	1	references	reference	NOUN
easat-11490	211	2	[	[	X
easat-11490	211	3	1	1	NUM
easat-11490	211	4	]	]	X
easat-11490	211	5	n.	n.	PROPN
easat-11490	211	6	pandey	pandey	PROPN
easat-11490	211	7	and	and	CCONJ
easat-11490	211	8	a.	a.	NOUN
easat-11490	211	9	pal	pal	NOUN
easat-11490	211	10	,	,	PUNCT
easat-11490	211	11	"	"	PUNCT
easat-11490	211	12	impact	impact	NOUN
easat-11490	211	13	of	of	ADP
easat-11490	211	14	digital	digital	ADJ
easat-11490	211	15	surge	surge	NOUN
easat-11490	211	16	during	during	ADP
easat-11490	211	17	covid-19	covid-19	PROPN
easat-11490	211	18	pandemic	pandemic	NOUN
easat-11490	211	19	:	:	PUNCT
easat-11490	211	20	a	a	DET
easat-11490	211	21	viewpoint	viewpoint	NOUN
easat-11490	211	22	on	on	ADP
easat-11490	211	23	research	research	NOUN
easat-11490	211	24	and	and	CCONJ
easat-11490	211	25	practice	practice	NOUN
easat-11490	211	26	,	,	PUNCT
easat-11490	211	27	"	"	PUNCT
easat-11490	211	28	international	international	ADJ
easat-11490	211	29	journal	journal	NOUN
easat-11490	211	30	of	of	ADP
easat-11490	211	31	information	information	NOUN
easat-11490	211	32	management	management	NOUN
easat-11490	211	33	,	,	PUNCT
easat-11490	211	34	vol	vol	NOUN
easat-11490	211	35	.	.	PROPN
easat-11490	211	36	55	55	NUM
easat-11490	211	37	,	,	PUNCT
easat-11490	211	38	p.	p.	NOUN
easat-11490	211	39	102171	102171	NUM
easat-11490	211	40	,	,	PUNCT
easat-11490	211	41	2020	2020	NUM
easat-11490	211	42	.	.	PUNCT
easat-11490	212	1	https://doi.org/10.1016/j.ijinfomgt.2020.102171	https://doi.org/10.1016/j.ijinfomgt.2020.102171	NOUN
easat-11490	213	1	[	[	X
easat-11490	213	2	2	2	NUM
easat-11490	213	3	]	]	X
easat-11490	213	4	g.	g.	PROPN
easat-11490	213	5	vial	vial	PROPN
easat-11490	213	6	,	,	PUNCT
easat-11490	213	7	"	"	PUNCT
easat-11490	213	8	understanding	understand	VERB
easat-11490	213	9	digital	digital	ADJ
easat-11490	213	10	transformation	transformation	NOUN
easat-11490	213	11	:	:	PUNCT
easat-11490	213	12	a	a	DET
easat-11490	213	13	review	review	NOUN
easat-11490	213	14	and	and	CCONJ
easat-11490	213	15	a	a	DET
easat-11490	213	16	research	research	NOUN
easat-11490	213	17	agenda	agenda	NOUN
easat-11490	213	18	,	,	PUNCT
easat-11490	213	19	"	"	PUNCT
easat-11490	213	20	journal	journal	NOUN
easat-11490	213	21	of	of	ADP
easat-11490	213	22	strategic	strategic	ADJ
easat-11490	213	23	information	information	NOUN
easat-11490	213	24	systems	system	NOUN
easat-11490	213	25	,	,	PUNCT
easat-11490	213	26	vol	vol	NOUN
easat-11490	213	27	.	.	PROPN
easat-11490	214	1	2	2	NUM
easat-11490	214	2	,	,	PUNCT
easat-11490	214	3	pp	pp	ADJ
easat-11490	214	4	.	.	PUNCT
easat-11490	215	1	13	13	NUM
easat-11490	215	2	-	-	SYM
easat-11490	215	3	66	66	NUM
easat-11490	215	4	,	,	PUNCT
easat-11490	215	5	2021	2021	NUM
easat-11490	215	6	.	.	PUNCT
easat-11490	216	1	[	[	X
easat-11490	216	2	3	3	X
easat-11490	216	3	]	]	X
easat-11490	216	4	c.	c.	PROPN
easat-11490	216	5	p.	p.	PROPN
easat-11490	216	6	ochionuoha	ochionuoha	PROPN
easat-11490	216	7	,	,	PUNCT
easat-11490	216	8	"	"	PUNCT
easat-11490	216	9	effectiveness	effectiveness	NOUN
easat-11490	216	10	of	of	ADP
easat-11490	216	11	internet	internet	NOUN
easat-11490	216	12	accessibility	accessibility	NOUN
easat-11490	216	13	on	on	ADP
easat-11490	216	14	academic	academic	ADJ
easat-11490	216	15	activities	activity	NOUN
easat-11490	216	16	of	of	ADP
easat-11490	216	17	open	open	ADJ
easat-11490	216	18	and	and	CCONJ
easat-11490	216	19	distant	distant	ADJ
easat-11490	216	20	learners	learner	NOUN
easat-11490	216	21	in	in	ADP
easat-11490	216	22	the	the	DET
easat-11490	216	23	national	national	PROPN
easat-11490	216	24	open	open	PROPN
easat-11490	216	25	university	university	PROPN
easat-11490	216	26	of	of	ADP
easat-11490	216	27	nigeria	nigeria	PROPN
easat-11490	216	28	,	,	PUNCT
easat-11490	216	29	"	"	PUNCT
easat-11490	216	30	traektoriâ	traektoriâ	PROPN
easat-11490	216	31	nauki	nauki	PROPN
easat-11490	216	32	,	,	PUNCT
easat-11490	216	33	vol	vol	NOUN
easat-11490	216	34	.	.	PROPN
easat-11490	216	35	9	9	NUM
easat-11490	216	36	,	,	PUNCT
easat-11490	216	37	no	no	INTJ
easat-11490	216	38	.	.	NOUN
easat-11490	216	39	01	01	NUM
easat-11490	216	40	,	,	PUNCT
easat-11490	216	41	pp	pp	ADJ
easat-11490	216	42	.	.	PUNCT
easat-11490	216	43	2035	2035	NUM
easat-11490	216	44	-	-	SYM
easat-11490	216	45	2043	2043	NUM
easat-11490	216	46	,	,	PUNCT
easat-11490	216	47	2023	2023	NUM
easat-11490	216	48	.	.	PUNCT
easat-11490	217	1	https://doi.org/10.22178/pos.89-22	https://doi.org/10.22178/pos.89-22	ADP
easat-11490	217	2	[	[	X
easat-11490	217	3	4	4	NUM
easat-11490	217	4	]	]	X
easat-11490	217	5	c.	c.	PROPN
easat-11490	217	6	johnson	johnson	PROPN
easat-11490	217	7	et	et	PROPN
easat-11490	217	8	al	al	PROPN
easat-11490	217	9	.	.	PROPN
easat-11490	217	10	,	,	PUNCT
easat-11490	217	11	"	"	PUNCT
easat-11490	217	12	student	student	NOUN
easat-11490	217	13	support	support	NOUN
easat-11490	217	14	in	in	ADP
easat-11490	217	15	higher	high	ADJ
easat-11490	217	16	education	education	NOUN
easat-11490	217	17	:	:	PUNCT
easat-11490	217	18	campus	campus	NOUN
easat-11490	217	19	service	service	NOUN
easat-11490	217	20	utilization	utilization	NOUN
easat-11490	217	21	,	,	PUNCT
easat-11490	217	22	impact	impact	NOUN
easat-11490	217	23	,	,	PUNCT
easat-11490	217	24	and	and	CCONJ
easat-11490	217	25	challenges	challenge	NOUN
easat-11490	217	26	,	,	PUNCT
easat-11490	217	27	"	"	PUNCT
easat-11490	217	28	heliyon	heliyon	NOUN
easat-11490	217	29	,	,	PUNCT
easat-11490	217	30	vol	vol	NOUN
easat-11490	217	31	.	.	PROPN
easat-11490	217	32	8	8	NUM
easat-11490	217	33	,	,	PUNCT
easat-11490	217	34	no	no	INTJ
easat-11490	217	35	.	.	NOUN
easat-11490	217	36	12	12	NUM
easat-11490	217	37	,	,	PUNCT
easat-11490	217	38	p.	p.	PROPN
easat-11490	217	39	e12559	e12559	PROPN
easat-11490	217	40	,	,	PUNCT
easat-11490	217	41	2022	2022	NUM
easat-11490	217	42	.	.	PUNCT
easat-11490	218	1	https://doi.org/10.1016/j.heliyon.2022.e12559	https://doi.org/10.1016/j.heliyon.2022.e12559	PUNCT
easat-11490	219	1	[	[	X
easat-11490	219	2	5	5	NUM
easat-11490	219	3	]	]	PUNCT
easat-11490	219	4	m.	m.	NOUN
easat-11490	219	5	rizun	rizun	NOUN
easat-11490	219	6	and	and	CCONJ
easat-11490	219	7	a.	a.	PROPN
easat-11490	219	8	strzelecki	strzelecki	PROPN
easat-11490	219	9	,	,	PUNCT
easat-11490	219	10	"	"	PUNCT
easat-11490	219	11	students	student	NOUN
easat-11490	219	12	’	'	PUNCT
easat-11490	219	13	acceptance	acceptance	NOUN
easat-11490	219	14	of	of	ADP
easat-11490	219	15	the	the	DET
easat-11490	219	16	covid-19	covid-19	PROPN
easat-11490	219	17	impact	impact	NOUN
easat-11490	219	18	on	on	ADP
easat-11490	219	19	shifting	shift	VERB
easat-11490	219	20	higher	high	ADJ
easat-11490	219	21	education	education	NOUN
easat-11490	219	22	to	to	ADP
easat-11490	219	23	distance	distance	NOUN
easat-11490	219	24	learning	learning	NOUN
easat-11490	219	25	in	in	ADP
easat-11490	219	26	poland	poland	PROPN
easat-11490	219	27	,	,	PUNCT
easat-11490	219	28	"	"	PUNCT
easat-11490	219	29	international	international	ADJ
easat-11490	219	30	journal	journal	NOUN
easat-11490	219	31	of	of	ADP
easat-11490	219	32	environmental	environmental	ADJ
easat-11490	219	33	research	research	NOUN
easat-11490	219	34	and	and	CCONJ
easat-11490	219	35	public	public	ADJ
easat-11490	219	36	health	health	NOUN
easat-11490	219	37	,	,	PUNCT
easat-11490	219	38	vol	vol	NOUN
easat-11490	219	39	.	.	PROPN
easat-11490	219	40	17	17	NUM
easat-11490	219	41	,	,	PUNCT
easat-11490	219	42	no	no	INTJ
easat-11490	219	43	.	.	NOUN
easat-11490	219	44	18	18	NUM
easat-11490	219	45	,	,	PUNCT
easat-11490	219	46	p.	p.	NOUN
easat-11490	219	47	6468	6468	NUM
easat-11490	219	48	,	,	PUNCT
easat-11490	219	49	2020	2020	NUM
easat-11490	219	50	.	.	PUNCT
easat-11490	220	1	https://doi.org/10.3390/ijerph17186468	https://doi.org/10.3390/ijerph17186468	NOUN
easat-11490	221	1	[	[	X
easat-11490	221	2	6	6	NUM
easat-11490	221	3	]	]	PUNCT
easat-11490	221	4	s.	s.	PROPN
easat-11490	221	5	al	al	PROPN
easat-11490	221	6	-	-	PUNCT
easat-11490	221	7	sharhan	sharhan	PROPN
easat-11490	221	8	,	,	PUNCT
easat-11490	221	9	a.	a.	PROPN
easat-11490	221	10	al	al	PROPN
easat-11490	221	11	-	-	PUNCT
easat-11490	221	12	hunaiyyan	hunaiyyan	PROPN
easat-11490	221	13	,	,	PUNCT
easat-11490	221	14	r.	r.	PROPN
easat-11490	221	15	alhajri	alhajri	PROPN
easat-11490	221	16	,	,	PUNCT
easat-11490	221	17	and	and	CCONJ
easat-11490	221	18	n.	n.	PROPN
easat-11490	221	19	al	al	PROPN
easat-11490	221	20	-	-	PUNCT
easat-11490	221	21	huwail	huwail	NOUN
easat-11490	221	22	,	,	PUNCT
easat-11490	221	23	utilization	utilization	NOUN
easat-11490	221	24	of	of	ADP
easat-11490	221	25	learning	learn	VERB
easat-11490	221	26	management	management	NOUN
easat-11490	221	27	system	system	NOUN
easat-11490	221	28	(	(	PUNCT
easat-11490	221	29	lms	lm	NOUN
easat-11490	221	30	)	)	PUNCT
easat-11490	221	31	among	among	ADP
easat-11490	221	32	instructors	instructor	NOUN
easat-11490	221	33	and	and	CCONJ
easat-11490	221	34	students	student	NOUN
easat-11490	221	35	.	.	PUNCT
easat-11490	222	1	singapore	singapore	PROPN
easat-11490	222	2	:	:	PUNCT
easat-11490	222	3	springer	springer	PROPN
easat-11490	222	4	singapore	singapore	PROPN
easat-11490	222	5	,	,	PUNCT
easat-11490	222	6	2020	2020	NUM
easat-11490	222	7	.	.	PUNCT
easat-11490	223	1	[	[	X
easat-11490	223	2	7	7	X
easat-11490	223	3	]	]	X
easat-11490	223	4	n.	n.	PROPN
easat-11490	223	5	angelova	angelova	PROPN
easat-11490	223	6	,	,	PUNCT
easat-11490	223	7	"	"	PUNCT
easat-11490	223	8	mobile	mobile	ADJ
easat-11490	223	9	applications	application	NOUN
easat-11490	223	10	for	for	ADP
easat-11490	223	11	business	business	NOUN
easat-11490	223	12	,	,	PUNCT
easat-11490	223	13	"	"	PUNCT
easat-11490	223	14	trakia	trakia	ADJ
easat-11490	223	15	journal	journal	NOUN
easat-11490	223	16	of	of	ADP
easat-11490	223	17	sciences	science	NOUN
easat-11490	223	18	,	,	PUNCT
easat-11490	223	19	vol	vol	NOUN
easat-11490	223	20	.	.	PROPN
easat-11490	223	21	17	17	NUM
easat-11490	223	22	,	,	PUNCT
easat-11490	223	23	no	no	INTJ
easat-11490	223	24	.	.	NOUN
easat-11490	223	25	1	1	NUM
easat-11490	223	26	,	,	PUNCT
easat-11490	223	27	pp	pp	ADJ
easat-11490	223	28	.	.	PUNCT
easat-11490	223	29	853	853	NUM
easat-11490	223	30	-	-	SYM
easat-11490	223	31	859	859	NUM
easat-11490	223	32	,	,	PUNCT
easat-11490	223	33	2019	2019	NUM
easat-11490	223	34	.	.	PUNCT
easat-11490	224	1	https://doi.org/10.15547/tjs.2019.s.01.140	https://doi.org/10.15547/tjs.2019.s.01.140	NUM
easat-11490	224	2	[	[	NOUN
easat-11490	224	3	8	8	NUM
easat-11490	224	4	]	]	PUNCT
easat-11490	224	5	a.	a.	NOUN
easat-11490	224	6	ghose	ghose	PROPN
easat-11490	224	7	and	and	CCONJ
easat-11490	224	8	s.	s.	PROPN
easat-11490	224	9	p.	p.	PROPN
easat-11490	224	10	han	han	PROPN
easat-11490	224	11	,	,	PUNCT
easat-11490	224	12	"	"	PUNCT
easat-11490	224	13	estimating	estimate	VERB
easat-11490	224	14	demand	demand	NOUN
easat-11490	224	15	for	for	ADP
easat-11490	224	16	mobile	mobile	ADJ
easat-11490	224	17	applications	application	NOUN
easat-11490	224	18	in	in	ADP
easat-11490	224	19	the	the	DET
easat-11490	224	20	new	new	ADJ
easat-11490	224	21	economy	economy	NOUN
easat-11490	224	22	,	,	PUNCT
easat-11490	224	23	"	"	PUNCT
easat-11490	224	24	management	management	NOUN
easat-11490	224	25	science	science	NOUN
easat-11490	224	26	,	,	PUNCT
easat-11490	224	27	vol	vol	NOUN
easat-11490	224	28	.	.	PROPN
easat-11490	224	29	60	60	NUM
easat-11490	224	30	,	,	PUNCT
easat-11490	224	31	no	no	INTJ
easat-11490	224	32	.	.	NOUN
easat-11490	224	33	6	6	NUM
easat-11490	224	34	,	,	PUNCT
easat-11490	224	35	pp	pp	ADJ
easat-11490	224	36	.	.	PUNCT
easat-11490	224	37	1470	1470	NUM
easat-11490	224	38	-	-	SYM
easat-11490	224	39	1488	1488	NUM
easat-11490	224	40	,	,	PUNCT
easat-11490	224	41	2014	2014	NUM
easat-11490	224	42	.	.	PUNCT
easat-11490	225	1	https://doi.org/10.1287/mnsc.2014.1945	https://doi.org/10.1287/mnsc.2014.1945	PROPN
easat-11490	225	2	[	[	X
easat-11490	225	3	9	9	NUM
easat-11490	225	4	]	]	PUNCT
easat-11490	225	5	t.	t.	NOUN
easat-11490	225	6	sensor	sensor	NOUN
easat-11490	225	7	,	,	PUNCT
easat-11490	225	8	state	state	NOUN
easat-11490	225	9	of	of	ADP
easat-11490	225	10	mobile	mobile	ADJ
easat-11490	225	11	2025	2025	NUM
easat-11490	225	12	.	.	PUNCT
easat-11490	226	1	san	san	PROPN
easat-11490	226	2	francisco	francisco	PROPN
easat-11490	226	3	,	,	PUNCT
easat-11490	226	4	ca	ca	PROPN
easat-11490	226	5	,	,	PUNCT
easat-11490	226	6	usa	usa	PROPN
easat-11490	226	7	:	:	PUNCT
easat-11490	226	8	sensor	sensor	NOUN
easat-11490	226	9	tower	tower	NOUN
easat-11490	226	10	.	.	PUNCT
easat-11490	226	11	,	,	PUNCT
easat-11490	226	12	2025	2025	NUM
easat-11490	226	13	.	.	PUNCT
easat-11490	227	1	[	[	X
easat-11490	227	2	10	10	NUM
easat-11490	227	3	]	]	PUNCT
easat-11490	227	4	t.	t.	NOUN
easat-11490	227	5	dadouch	dadouch	PROPN
easat-11490	227	6	,	,	PUNCT
easat-11490	227	7	b.	b.	PROPN
easat-11490	227	8	bennani	bennani	PROPN
easat-11490	227	9	,	,	PUNCT
easat-11490	227	10	and	and	CCONJ
easat-11490	227	11	m.	m.	PROPN
easat-11490	227	12	haoucha	haoucha	PROPN
easat-11490	227	13	,	,	PUNCT
easat-11490	227	14	"	"	PUNCT
easat-11490	227	15	consumer	consumer	NOUN
easat-11490	227	16	acceptance	acceptance	NOUN
easat-11490	227	17	of	of	ADP
easat-11490	227	18	mobile	mobile	ADJ
easat-11490	227	19	shopping	shopping	NOUN
easat-11490	227	20	apps	app	NOUN
easat-11490	227	21	,	,	PUNCT
easat-11490	227	22	from	from	ADP
easat-11490	227	23	basic	basic	ADJ
easat-11490	227	24	apps	app	NOUN
easat-11490	227	25	to	to	ADP
easat-11490	227	26	aiconversational	aiconversational	ADJ
easat-11490	227	27	apps	app	NOUN
easat-11490	227	28	:	:	PUNCT
easat-11490	227	29	a	a	DET
easat-11490	227	30	literature	literature	NOUN
easat-11490	227	31	review	review	NOUN
easat-11490	227	32	,	,	PUNCT
easat-11490	227	33	"	"	PUNCT
easat-11490	227	34	international	international	ADJ
easat-11490	227	35	journal	journal	NOUN
easat-11490	227	36	of	of	ADP
easat-11490	227	37	accounting	accounting	NOUN
easat-11490	227	38	finance	finance	NOUN
easat-11490	227	39	auditing	auditing	NOUN
easat-11490	227	40	management	management	NOUN
easat-11490	227	41	and	and	CCONJ
easat-11490	227	42	economics	economic	NOUN
easat-11490	227	43	,	,	PUNCT
easat-11490	227	44	vol	vol	NOUN
easat-11490	227	45	.	.	PROPN
easat-11490	227	46	4	4	NUM
easat-11490	227	47	,	,	PUNCT
easat-11490	227	48	no	no	INTJ
easat-11490	227	49	.	.	NOUN
easat-11490	227	50	4	4	NUM
easat-11490	227	51	-	-	SYM
easat-11490	227	52	1	1	NUM
easat-11490	227	53	,	,	PUNCT
easat-11490	227	54	pp	pp	ADJ
easat-11490	227	55	.	.	PUNCT
easat-11490	228	1	773	773	NUM
easat-11490	228	2	-	-	SYM
easat-11490	228	3	793	793	NUM
easat-11490	228	4	,	,	PUNCT
easat-11490	228	5	2023	2023	NUM
easat-11490	228	6	.	.	PUNCT
easat-11490	229	1	[	[	X
easat-11490	229	2	11	11	NUM
easat-11490	229	3	]	]	PUNCT
easat-11490	229	4	j.	j.	PROPN
easat-11490	229	5	zhang	zhang	PROPN
easat-11490	229	6	,	,	PUNCT
easat-11490	229	7	c.	c.	PROPN
easat-11490	229	8	calabrese	calabrese	PROPN
easat-11490	229	9	,	,	PUNCT
easat-11490	229	10	j.	j.	PROPN
easat-11490	229	11	ding	ding	PROPN
easat-11490	229	12	,	,	PUNCT
easat-11490	229	13	m.	m.	NOUN
easat-11490	229	14	liu	liu	PROPN
easat-11490	229	15	,	,	PUNCT
easat-11490	229	16	and	and	CCONJ
easat-11490	229	17	b.	b.	PROPN
easat-11490	229	18	zhang	zhang	PROPN
easat-11490	229	19	,	,	PUNCT
easat-11490	229	20	"	"	PUNCT
easat-11490	229	21	advantages	advantage	NOUN
easat-11490	229	22	and	and	CCONJ
easat-11490	229	23	challenges	challenge	NOUN
easat-11490	229	24	in	in	ADP
easat-11490	229	25	using	use	VERB
easat-11490	229	26	mobile	mobile	ADJ
easat-11490	229	27	apps	app	NOUN
easat-11490	229	28	for	for	ADP
easat-11490	229	29	field	field	NOUN
easat-11490	229	30	experiments	experiment	NOUN
easat-11490	229	31	:	:	PUNCT
easat-11490	229	32	a	a	DET
easat-11490	229	33	systematic	systematic	ADJ
easat-11490	229	34	review	review	NOUN
easat-11490	229	35	and	and	CCONJ
easat-11490	229	36	a	a	DET
easat-11490	229	37	case	case	NOUN
easat-11490	229	38	study	study	NOUN
easat-11490	229	39	,	,	PUNCT
easat-11490	229	40	"	"	PUNCT
easat-11490	229	41	mobile	mobile	ADJ
easat-11490	229	42	media	medium	NOUN
easat-11490	229	43	&	&	CCONJ
easat-11490	229	44	communication	communication	NOUN
easat-11490	229	45	,	,	PUNCT
easat-11490	229	46	vol	vol	NOUN
easat-11490	229	47	.	.	PROPN
easat-11490	229	48	6	6	NUM
easat-11490	229	49	,	,	PUNCT
easat-11490	229	50	no	no	INTJ
easat-11490	229	51	.	.	NOUN
easat-11490	229	52	2	2	NUM
easat-11490	229	53	,	,	PUNCT
easat-11490	229	54	pp	pp	ADJ
easat-11490	229	55	.	.	PUNCT
easat-11490	230	1	179	179	NUM
easat-11490	230	2	-	-	SYM
easat-11490	230	3	196	196	NUM
easat-11490	230	4	,	,	PUNCT
easat-11490	230	5	2018	2018	NUM
easat-11490	230	6	.	.	PUNCT
easat-11490	230	7	https://doi.org/10.1177/2050157917725550	https://doi.org/10.1177/2050157917725550	PROPN
easat-11490	231	1	[	[	X
easat-11490	231	2	12	12	NUM
easat-11490	231	3	]	]	PUNCT
easat-11490	231	4	a.	a.	NOUN
easat-11490	231	5	čolaković	čolaković	PROPN
easat-11490	231	6	et	et	PROPN
easat-11490	231	7	al	al	PROPN
easat-11490	231	8	.	.	PROPN
easat-11490	231	9	,	,	PUNCT
easat-11490	231	10	"	"	PUNCT
easat-11490	231	11	mobile	mobile	ADJ
easat-11490	231	12	applications	application	NOUN
easat-11490	231	13	for	for	ADP
easat-11490	231	14	covid-19	covid-19	PROPN
easat-11490	231	15	:	:	PUNCT
easat-11490	231	16	benefits	benefit	NOUN
easat-11490	231	17	,	,	PUNCT
easat-11490	231	18	technologies	technology	NOUN
easat-11490	231	19	and	and	CCONJ
easat-11490	231	20	future	future	ADJ
easat-11490	231	21	research	research	NOUN
easat-11490	231	22	opportunities	opportunity	NOUN
easat-11490	231	23	,	,	PUNCT
easat-11490	231	24	"	"	PUNCT
easat-11490	231	25	tem	tem	PROPN
easat-11490	231	26	journal	journal	NOUN
easat-11490	231	27	,	,	PUNCT
easat-11490	231	28	vol	vol	NOUN
easat-11490	231	29	.	.	PROPN
easat-11490	231	30	10	10	NUM
easat-11490	231	31	,	,	PUNCT
easat-11490	231	32	no	no	INTJ
easat-11490	231	33	.	.	NOUN
easat-11490	231	34	3	3	NUM
easat-11490	231	35	,	,	PUNCT
easat-11490	231	36	pp	pp	ADJ
easat-11490	231	37	.	.	PUNCT
easat-11490	231	38	1461	1461	NUM
easat-11490	231	39	-	-	SYM
easat-11490	231	40	1469	1469	NUM
easat-11490	231	41	,	,	PUNCT
easat-11490	231	42	2021	2021	NUM
easat-11490	231	43	.	.	PUNCT
easat-11490	232	1	https://doi.org/10.18421/tem103-59	https://doi.org/10.18421/tem103-59	PRON
easat-11490	233	1	[	[	X
easat-11490	233	2	13	13	NUM
easat-11490	233	3	]	]	X
easat-11490	233	4	b.	b.	PROPN
easat-11490	233	5	natalia	natalia	PROPN
easat-11490	233	6	,	,	PUNCT
easat-11490	233	7	"	"	PUNCT
easat-11490	233	8	mobile	mobile	ADJ
easat-11490	233	9	applications	application	NOUN
easat-11490	233	10	as	as	ADP
easat-11490	233	11	a	a	DET
easat-11490	233	12	catalyst	catalyst	NOUN
easat-11490	233	13	for	for	ADP
easat-11490	233	14	the	the	DET
easat-11490	233	15	digital	digital	ADJ
easat-11490	233	16	transformation	transformation	NOUN
easat-11490	233	17	of	of	ADP
easat-11490	233	18	higher	high	ADJ
easat-11490	233	19	education	education	NOUN
easat-11490	233	20	in	in	ADP
easat-11490	233	21	the	the	DET
easat-11490	233	22	context	context	NOUN
easat-11490	233	23	of	of	ADP
easat-11490	233	24	the	the	DET
easat-11490	233	25	innovation	innovation	NOUN
easat-11490	233	26	economy	economy	NOUN
easat-11490	233	27	,	,	PUNCT
easat-11490	233	28	"	"	PUNCT
easat-11490	233	29	american	american	PROPN
easat-11490	233	30	international	international	PROPN
easat-11490	233	31	journal	journal	PROPN
easat-11490	233	32	of	of	ADP
easat-11490	233	33	business	business	NOUN
easat-11490	233	34	management	management	NOUN
easat-11490	233	35	,	,	PUNCT
easat-11490	233	36	vol	vol	NOUN
easat-11490	233	37	.	.	PROPN
easat-11490	233	38	7	7	NUM
easat-11490	233	39	,	,	PUNCT
easat-11490	233	40	no	no	INTJ
easat-11490	233	41	.	.	NOUN
easat-11490	233	42	8	8	NUM
easat-11490	233	43	,	,	PUNCT
easat-11490	233	44	pp	pp	ADJ
easat-11490	233	45	.	.	PUNCT
easat-11490	234	1	226–230	226–230	NUM
easat-11490	234	2	,	,	PUNCT
easat-11490	234	3	2024	2024	NUM
easat-11490	234	4	.	.	PUNCT
easat-11490	235	1	[	[	X
easat-11490	235	2	14	14	NUM
easat-11490	235	3	]	]	X
easat-11490	235	4	g.	g.	PROPN
easat-11490	235	5	lu	lu	PROPN
easat-11490	235	6	,	,	PUNCT
easat-11490	235	7	s.	s.	PROPN
easat-11490	235	8	qu	qu	PROPN
easat-11490	235	9	,	,	PUNCT
easat-11490	235	10	and	and	CCONJ
easat-11490	235	11	y.	y.	PROPN
easat-11490	235	12	chen	chen	PROPN
easat-11490	235	13	,	,	PUNCT
easat-11490	235	14	"	"	PUNCT
easat-11490	235	15	understanding	understand	VERB
easat-11490	235	16	user	user	NOUN
easat-11490	235	17	experience	experience	NOUN
easat-11490	235	18	for	for	ADP
easat-11490	235	19	mobile	mobile	ADJ
easat-11490	235	20	applications	application	NOUN
easat-11490	235	21	:	:	PUNCT
easat-11490	235	22	a	a	DET
easat-11490	235	23	systematic	systematic	ADJ
easat-11490	235	24	literature	literature	NOUN
easat-11490	235	25	review	review	NOUN
easat-11490	235	26	,	,	PUNCT
easat-11490	235	27	"	"	PUNCT
easat-11490	235	28	discover	discover	VERB
easat-11490	235	29	applied	apply	VERB
easat-11490	235	30	sciences	science	NOUN
easat-11490	235	31	,	,	PUNCT
easat-11490	235	32	vol	vol	NOUN
easat-11490	235	33	.	.	PROPN
easat-11490	236	1	7	7	NUM
easat-11490	236	2	,	,	PUNCT
easat-11490	236	3	no	no	INTJ
easat-11490	236	4	.	.	NOUN
easat-11490	236	5	6	6	NUM
easat-11490	236	6	,	,	PUNCT
easat-11490	236	7	p.	p.	NOUN
easat-11490	236	8	587	587	NUM
easat-11490	236	9	,	,	PUNCT
easat-11490	236	10	2025	2025	NUM
easat-11490	236	11	.	.	PUNCT
easat-11490	237	1	https://doi.org/10.1007/s42452-025-07170-3	https://doi.org/10.1007/s42452-025-07170-3	NOUN
easat-11490	238	1	[	[	X
easat-11490	238	2	15	15	NUM
easat-11490	238	3	]	]	X
easat-11490	238	4	n.	n.	PROPN
easat-11490	238	5	dollah	dollah	PROPN
easat-11490	238	6	,	,	PUNCT
easat-11490	238	7	m.	m.	PROPN
easat-11490	238	8	f.	f.	PROPN
easat-11490	238	9	m.	m.	PROPN
easat-11490	238	10	ghalib	ghalib	PROPN
easat-11490	238	11	,	,	PUNCT
easat-11490	238	12	r.	r.	PROPN
easat-11490	238	13	hassan	hassan	PROPN
easat-11490	238	14	,	,	PUNCT
easat-11490	238	15	z.	z.	PROPN
easat-11490	238	16	omar	omar	PROPN
easat-11490	238	17	,	,	PUNCT
easat-11490	238	18	a.	a.	PROPN
easat-11490	238	19	w.	w.	PROPN
easat-11490	238	20	zakaria	zakaria	PROPN
easat-11490	238	21	,	,	PUNCT
easat-11490	238	22	and	and	CCONJ
easat-11490	238	23	m.	m.	PROPN
easat-11490	238	24	s.	s.	PROPN
easat-11490	238	25	sahrir	sahrir	PROPN
easat-11490	238	26	,	,	PUNCT
easat-11490	238	27	"	"	PUNCT
easat-11490	238	28	need	need	VERB
easat-11490	238	29	analysis	analysis	NOUN
easat-11490	238	30	for	for	ADP
easat-11490	238	31	the	the	DET
easat-11490	238	32	development	development	NOUN
easat-11490	238	33	of	of	ADP
easat-11490	238	34	mobile	mobile	ADJ
easat-11490	238	35	app	app	NOUN
easat-11490	238	36	glossary	glossary	NOUN
easat-11490	238	37	of	of	ADP
easat-11490	238	38	terms	term	NOUN
easat-11490	238	39	in	in	ADP
easat-11490	238	40	islamic	islamic	ADJ
easat-11490	238	41	banking	banking	NOUN
easat-11490	238	42	and	and	CCONJ
easat-11490	238	43	finance	finance	NOUN
easat-11490	238	44	,	,	PUNCT
easat-11490	238	45	"	"	PUNCT
easat-11490	238	46	business	business	NOUN
easat-11490	238	47	research	research	NOUN
easat-11490	238	48	review	review	PROPN
easat-11490	238	49	,	,	PUNCT
easat-11490	238	50	no	no	INTJ
easat-11490	238	51	.	.	NOUN
easat-11490	238	52	2	2	NUM
easat-11490	238	53	,	,	PUNCT
easat-11490	238	54	pp	pp	ADJ
easat-11490	238	55	.	.	PUNCT
easat-11490	239	1	44–61	44–61	NUM
easat-11490	239	2	,	,	PUNCT
easat-11490	239	3	2025	2025	NUM
easat-11490	239	4	.	.	PUNCT
easat-11490	240	1	[	[	X
easat-11490	240	2	16	16	NUM
easat-11490	240	3	]	]	PUNCT
easat-11490	240	4	p.	p.	NOUN
easat-11490	240	5	van	van	PROPN
easat-11490	240	6	schaik	schaik	NOUN
easat-11490	240	7	and	and	CCONJ
easat-11490	240	8	j.	j.	PROPN
easat-11490	240	9	ling	ling	PROPN
easat-11490	240	10	,	,	PUNCT
easat-11490	240	11	"	"	PUNCT
easat-11490	240	12	five	five	NUM
easat-11490	240	13	psychometric	psychometric	ADJ
easat-11490	240	14	scales	scale	NOUN
easat-11490	240	15	for	for	ADP
easat-11490	240	16	online	online	ADJ
easat-11490	240	17	measurement	measurement	NOUN
easat-11490	240	18	of	of	ADP
easat-11490	240	19	the	the	DET
easat-11490	240	20	quality	quality	NOUN
easat-11490	240	21	of	of	ADP
easat-11490	240	22	human	human	ADJ
easat-11490	240	23	-	-	PUNCT
easat-11490	240	24	computer	computer	NOUN
easat-11490	240	25	interaction	interaction	NOUN
easat-11490	240	26	in	in	ADP
easat-11490	240	27	web	web	NOUN
easat-11490	240	28	sites	site	NOUN
easat-11490	240	29	,	,	PUNCT
easat-11490	240	30	"	"	PUNCT
easat-11490	240	31	international	international	ADJ
easat-11490	240	32	journal	journal	NOUN
easat-11490	240	33	of	of	ADP
easat-11490	240	34	human	human	ADJ
easat-11490	240	35	-	-	PUNCT
easat-11490	240	36	computer	computer	NOUN
easat-11490	240	37	interaction	interaction	NOUN
easat-11490	240	38	,	,	PUNCT
easat-11490	240	39	vol	vol	NOUN
easat-11490	240	40	.	.	PROPN
easat-11490	240	41	18	18	NUM
easat-11490	240	42	,	,	PUNCT
easat-11490	240	43	no	no	INTJ
easat-11490	240	44	.	.	NOUN
easat-11490	240	45	3	3	NUM
easat-11490	240	46	,	,	PUNCT
easat-11490	240	47	pp	pp	ADJ
easat-11490	240	48	.	.	PUNCT
easat-11490	240	49	309	309	NUM
easat-11490	240	50	-	-	SYM
easat-11490	240	51	322	322	NUM
easat-11490	240	52	,	,	PUNCT
easat-11490	240	53	2005	2005	NUM
easat-11490	240	54	.	.	PUNCT
easat-11490	241	1	https://doi.org/10.1207/s15327590ijhc1803_4	https://doi.org/10.1207/s15327590ijhc1803_4	VERB
easat-11490	241	2	[	[	NOUN
easat-11490	241	3	17	17	NUM
easat-11490	241	4	]	]	PUNCT
easat-11490	241	5	z.	z.	PROPN
easat-11490	241	6	sun	sun	PROPN
easat-11490	241	7	,	,	PUNCT
easat-11490	241	8	l.	l.	PROPN
easat-11490	241	9	xu	xu	PROPN
easat-11490	241	10	,	,	PUNCT
easat-11490	241	11	q.	q.	PROPN
easat-11490	241	12	zhong	zhong	PROPN
easat-11490	241	13	,	,	PUNCT
easat-11490	241	14	and	and	CCONJ
easat-11490	241	15	x.	x.	PROPN
easat-11490	241	16	qian	qian	PROPN
easat-11490	241	17	,	,	PUNCT
easat-11490	241	18	"	"	PUNCT
easat-11490	241	19	chinese	chinese	ADJ
easat-11490	241	20	app	app	PROPN
easat-11490	241	21	user	user	PROPN
easat-11490	241	22	’s	’s	PART
easat-11490	241	23	needs	need	VERB
easat-11490	241	24	profile	profile	NOUN
easat-11490	241	25	:	:	PUNCT
easat-11490	241	26	from	from	ADP
easat-11490	241	27	questionnaire	questionnaire	NOUN
easat-11490	241	28	measurement	measurement	NOUN
easat-11490	241	29	to	to	PART
easat-11490	241	30	behavior	behavior	NOUN
easat-11490	241	31	analysis	analysis	NOUN
easat-11490	241	32	,	,	PUNCT
easat-11490	241	33	"	"	PUNCT
easat-11490	241	34	frontiers	frontier	NOUN
easat-11490	241	35	in	in	ADP
easat-11490	241	36	psychology	psychology	NOUN
easat-11490	241	37	,	,	PUNCT
easat-11490	241	38	vol	vol	NOUN
easat-11490	241	39	.	.	PROPN
easat-11490	241	40	12	12	NUM
easat-11490	241	41	,	,	PUNCT
easat-11490	241	42	p.	p.	NOUN
easat-11490	241	43	655612	655612	NUM
easat-11490	241	44	,	,	PUNCT
easat-11490	241	45	2021	2021	NUM
easat-11490	241	46	.	.	PUNCT
easat-11490	242	1	https://doi.org/10.3389/fpsyg.2021.655612	https://doi.org/10.3389/fpsyg.2021.655612	PROPN
easat-11490	243	1	[	[	X
easat-11490	243	2	18	18	NUM
easat-11490	243	3	]	]	X
easat-11490	243	4	y.	y.	NOUN
easat-11490	243	5	gulatee	gulatee	PROPN
easat-11490	243	6	and	and	CCONJ
easat-11490	243	7	b.	b.	PROPN
easat-11490	243	8	combes	combes	PROPN
easat-11490	243	9	,	,	PUNCT
easat-11490	243	10	"	"	PUNCT
easat-11490	243	11	owning	own	VERB
easat-11490	243	12	ict	ict	NOUN
easat-11490	243	13	:	:	PUNCT
easat-11490	243	14	student	student	NOUN
easat-11490	243	15	use	use	NOUN
easat-11490	243	16	and	and	CCONJ
easat-11490	243	17	ownership	ownership	NOUN
easat-11490	243	18	of	of	ADP
easat-11490	243	19	technology	technology	NOUN
easat-11490	243	20	,	,	PUNCT
easat-11490	243	21	"	"	PUNCT
easat-11490	243	22	walailak	walailak	ADJ
easat-11490	243	23	journal	journal	NOUN
easat-11490	243	24	of	of	ADP
easat-11490	243	25	science	science	NOUN
easat-11490	243	26	and	and	CCONJ
easat-11490	243	27	technology	technology	NOUN
easat-11490	243	28	,	,	PUNCT
easat-11490	243	29	vol	vol	NOUN
easat-11490	243	30	.	.	PROPN
easat-11490	243	31	15	15	NUM
easat-11490	243	32	,	,	PUNCT
easat-11490	243	33	no	no	INTJ
easat-11490	243	34	.	.	NOUN
easat-11490	243	35	1	1	NUM
easat-11490	243	36	,	,	PUNCT
easat-11490	243	37	pp	pp	ADJ
easat-11490	243	38	.	.	PUNCT
easat-11490	244	1	81	81	NUM
easat-11490	244	2	-	-	SYM
easat-11490	244	3	94	94	NUM
easat-11490	244	4	,	,	PUNCT
easat-11490	244	5	2018	2018	NUM
easat-11490	244	6	.	.	PUNCT
easat-11490	245	1	https://doi.org/10.48048/wjst.2018.2868	https://doi.org/10.48048/wjst.2018.2868	PROPN
easat-11490	245	2	[	[	X
easat-11490	245	3	19	19	NUM
easat-11490	245	4	]	]	X
easat-11490	245	5	d.	d.	PROPN
easat-11490	245	6	d.	d.	PROPN
easat-11490	245	7	essel	essel	PROPN
easat-11490	245	8	and	and	CCONJ
easat-11490	245	9	h.	h.	PROPN
easat-11490	245	10	i.	i.	PROPN
easat-11490	245	11	atagana	atagana	PROPN
easat-11490	245	12	,	,	PUNCT
easat-11490	245	13	"	"	PUNCT
easat-11490	245	14	exploring	explore	VERB
easat-11490	245	15	the	the	DET
easat-11490	245	16	impact	impact	NOUN
easat-11490	245	17	of	of	ADP
easat-11490	245	18	device	device	NOUN
easat-11490	245	19	ownership	ownership	NOUN
easat-11490	245	20	,	,	PUNCT
easat-11490	245	21	usage	usage	NOUN
easat-11490	245	22	patterns	pattern	NOUN
easat-11490	245	23	,	,	PUNCT
easat-11490	245	24	and	and	CCONJ
easat-11490	245	25	technology	technology	NOUN
easat-11490	245	26	proficiency	proficiency	NOUN
easat-11490	245	27	on	on	ADP
easat-11490	245	28	mobile	mobile	ADJ
easat-11490	245	29	learning	learning	NOUN
easat-11490	245	30	among	among	ADP
easat-11490	245	31	higher	high	ADJ
easat-11490	245	32	education	education	NOUN
easat-11490	245	33	students	student	NOUN
easat-11490	245	34	:	:	PUNCT
easat-11490	245	35	a	a	DET
easat-11490	245	36	multi	multi	ADJ
easat-11490	245	37	-	-	ADJ
easat-11490	245	38	faceted	faceted	ADJ
easat-11490	245	39	study	study	NOUN
easat-11490	245	40	,	,	PUNCT
easat-11490	245	41	"	"	PUNCT
easat-11490	245	42	educational	educational	ADJ
easat-11490	245	43	technology	technology	NOUN
easat-11490	245	44	quarterly	quarterly	ADJ
easat-11490	245	45	,	,	PUNCT
easat-11490	245	46	vol	vol	NOUN
easat-11490	245	47	.	.	NOUN
easat-11490	245	48	2024	2024	NUM
easat-11490	245	49	,	,	PUNCT
easat-11490	245	50	no	no	INTJ
easat-11490	245	51	.	.	NOUN
easat-11490	245	52	4	4	NUM
easat-11490	245	53	,	,	PUNCT
easat-11490	245	54	pp	pp	ADJ
easat-11490	245	55	.	.	PUNCT
easat-11490	246	1	390	390	NUM
easat-11490	246	2	-	-	SYM
easat-11490	246	3	409	409	NUM
easat-11490	246	4	,	,	PUNCT
easat-11490	246	5	2024	2024	NUM
easat-11490	246	6	.	.	PUNCT
easat-11490	247	1	https://doi.org/10.55056/etq.793	https://doi.org/10.55056/etq.793	PROPN
easat-11490	247	2	[	[	X
easat-11490	247	3	20	20	NUM
easat-11490	247	4	]	]	PUNCT
easat-11490	247	5	s.	s.	PROPN
easat-11490	247	6	kraus	kraus	PROPN
easat-11490	247	7	,	,	PUNCT
easat-11490	247	8	p.	p.	PROPN
easat-11490	247	9	jones	jones	PROPN
easat-11490	247	10	,	,	PUNCT
easat-11490	247	11	n.	n.	PROPN
easat-11490	247	12	kailer	kailer	PROPN
easat-11490	247	13	,	,	PUNCT
easat-11490	247	14	a.	a.	PROPN
easat-11490	247	15	weinmann	weinmann	PROPN
easat-11490	247	16	,	,	PUNCT
easat-11490	247	17	n.	n.	NOUN
easat-11490	247	18	chaparro	chaparro	PROPN
easat-11490	247	19	-	-	PUNCT
easat-11490	247	20	banegas	banegas	NOUN
easat-11490	247	21	,	,	PUNCT
easat-11490	247	22	and	and	CCONJ
easat-11490	247	23	n.	n.	PROPN
easat-11490	247	24	roig	roig	PROPN
easat-11490	247	25	-	-	PUNCT
easat-11490	247	26	tierno	tierno	PROPN
easat-11490	247	27	,	,	PUNCT
easat-11490	247	28	"	"	PUNCT
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easat-11490	247	30	transformation	transformation	NOUN
easat-11490	247	31	:	:	PUNCT
easat-11490	247	32	an	an	DET
easat-11490	247	33	overview	overview	NOUN
easat-11490	247	34	of	of	ADP
easat-11490	247	35	the	the	DET
easat-11490	247	36	current	current	ADJ
easat-11490	247	37	state	state	NOUN
easat-11490	247	38	of	of	ADP
easat-11490	247	39	the	the	DET
easat-11490	247	40	art	art	NOUN
easat-11490	247	41	of	of	ADP
easat-11490	247	42	research	research	NOUN
easat-11490	247	43	,	,	PUNCT
easat-11490	247	44	"	"	PUNCT
easat-11490	247	45	sage	sage	NOUN
easat-11490	247	46	open	open	ADJ
easat-11490	247	47	,	,	PUNCT
easat-11490	247	48	vol	vol	NOUN
easat-11490	247	49	.	.	PROPN
easat-11490	247	50	11	11	NUM
easat-11490	247	51	,	,	PUNCT
easat-11490	247	52	no	no	INTJ
easat-11490	247	53	.	.	NOUN
easat-11490	247	54	3	3	NUM
easat-11490	247	55	,	,	PUNCT
easat-11490	247	56	p.	p.	NOUN
easat-11490	247	57	21582440211047576	21582440211047576	NUM
easat-11490	247	58	,	,	PUNCT
easat-11490	247	59	2021	2021	NUM
easat-11490	247	60	.	.	PUNCT
easat-11490	248	1	https://doi.org/10.1177/21582440211047576	https://doi.org/10.1177/21582440211047576	PUNCT
easat-11490	249	1	[	[	X
easat-11490	249	2	21	21	NUM
easat-11490	249	3	]	]	X
easat-11490	249	4	i.	i.	PROPN
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easat-11490	249	6	and	and	CCONJ
easat-11490	249	7	d.	d.	PROPN
easat-11490	249	8	rosewell	rosewell	PROPN
easat-11490	249	9	,	,	PUNCT
easat-11490	249	10	a	a	DET
easat-11490	249	11	practical	practical	ADJ
easat-11490	249	12	blueprint	blueprint	NOUN
easat-11490	249	13	for	for	ADP
easat-11490	249	14	going	go	VERB
easat-11490	249	15	digital	digital	ADJ
easat-11490	249	16	:	:	PUNCT
easat-11490	249	17	the	the	DET
easat-11490	249	18	four	four	NUM
easat-11490	249	19	essential	essential	ADJ
easat-11490	249	20	pillars	pillar	NOUN
easat-11490	249	21	of	of	ADP
easat-11490	249	22	digital	digital	ADJ
easat-11490	249	23	transformation	transformation	NOUN
easat-11490	249	24	(	(	PUNCT
easat-11490	249	25	white	white	ADJ
easat-11490	249	26	paper	paper	NOUN
easat-11490	249	27	)	)	PUNCT
easat-11490	249	28	.	.	PUNCT
easat-11490	250	1	london	london	PROPN
easat-11490	250	2	,	,	PUNCT
easat-11490	250	3	uk	uk	PROPN
easat-11490	250	4	:	:	PUNCT
easat-11490	250	5	fujitsu	fujitsu	PROPN
easat-11490	250	6	,	,	PUNCT
easat-11490	250	7	2016	2016	NUM
easat-11490	250	8	.	.	PUNCT
easat-11490	251	1	[	[	X
easat-11490	251	2	22	22	NUM
easat-11490	251	3	]	]	PUNCT
easat-11490	251	4	k.	k.	PROPN
easat-11490	251	5	d.	d.	PROPN
easat-11490	251	6	mohammed	mohammed	PROPN
easat-11490	251	7	,	,	PUNCT
easat-11490	251	8	v.	v.	PROPN
easat-11490	251	9	uren	uren	PROPN
easat-11490	251	10	,	,	PUNCT
easat-11490	251	11	s.	s.	PROPN
easat-11490	251	12	joel	joel	PROPN
easat-11490	251	13	-	-	PUNCT
easat-11490	251	14	edgar	edgar	PROPN
easat-11490	251	15	,	,	PUNCT
easat-11490	251	16	and	and	CCONJ
easat-11490	251	17	p.	p.	PROPN
easat-11490	251	18	omonedo	omonedo	PROPN
easat-11490	251	19	,	,	PUNCT
easat-11490	251	20	"	"	PUNCT
easat-11490	251	21	usability	usability	NOUN
easat-11490	251	22	and	and	CCONJ
easat-11490	251	23	user	user	NOUN
easat-11490	251	24	experience	experience	NOUN
easat-11490	251	25	of	of	ADP
easat-11490	251	26	mobile	mobile	ADJ
easat-11490	251	27	applications	application	NOUN
easat-11490	251	28	:	:	PUNCT
easat-11490	251	29	a	a	DET
easat-11490	251	30	case	case	NOUN
easat-11490	251	31	of	of	ADP
easat-11490	251	32	functional	functional	ADJ
easat-11490	251	33	illiterates	illiterate	NOUN
easat-11490	251	34	in	in	ADP
easat-11490	251	35	nigeria	nigeria	PROPN
easat-11490	251	36	,	,	PUNCT
easat-11490	251	37	"	"	PUNCT
easat-11490	251	38	in	in	ADP
easat-11490	251	39	proceedings	proceeding	NOUN
easat-11490	251	40	of	of	ADP
easat-11490	251	41	the	the	DET
easat-11490	251	42	4th	4th	ADJ
easat-11490	251	43	african	african	ADJ
easat-11490	251	44	human	human	ADJ
easat-11490	251	45	computer	computer	NOUN
easat-11490	251	46	interaction	interaction	NOUN
easat-11490	251	47	conference	conference	NOUN
easat-11490	251	48	,	,	PUNCT
easat-11490	251	49	2023	2023	NUM
easat-11490	251	50	.	.	PUNCT
easat-11490	252	1	[	[	X
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easat-11490	255	30	.	.	PROPN
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easat-11490	256	6	:	:	SYM
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easat-11490	256	10	,	,	PUNCT
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easat-11490	260	44	,	,	PUNCT
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easat-11490	260	47	,	,	PUNCT
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