id	sid	tid	token	lemma	pos
easat-8567	1	1	edelweiss	edelweiss	PROPN
easat-8567	1	2	applied	apply	VERB
easat-8567	1	3	science	science	NOUN
easat-8567	1	4	and	and	CCONJ
easat-8567	1	5	technology	technology	NOUN
easat-8567	1	6	issn	issn	PROPN
easat-8567	1	7	:	:	PUNCT
easat-8567	1	8	2576	2576	NUM
easat-8567	1	9	-	-	SYM
easat-8567	1	10	8484	8484	NUM
easat-8567	1	11	vol	vol	NOUN
easat-8567	1	12	.	.	PROPN
easat-8567	2	1	9	9	NUM
easat-8567	2	2	,	,	PUNCT
easat-8567	2	3	no	no	INTJ
easat-8567	2	4	.	.	NOUN
easat-8567	2	5	7	7	NUM
easat-8567	2	6	,	,	PUNCT
easat-8567	2	7	312	312	NUM
easat-8567	2	8	-	-	SYM
easat-8567	2	9	325	325	NUM
easat-8567	2	10	2025	2025	NUM
easat-8567	2	11	publisher	publisher	NOUN
easat-8567	2	12	:	:	PUNCT
easat-8567	2	13	learning	learn	VERB
easat-8567	2	14	gate	gate	NOUN
easat-8567	2	15	doi	doi	PROPN
easat-8567	2	16	:	:	PUNCT
easat-8567	2	17	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	2	18	©	©	PROPN
easat-8567	2	19	2025	2025	NUM
easat-8567	2	20	by	by	ADP
easat-8567	2	21	the	the	DET
easat-8567	2	22	author	author	NOUN
easat-8567	2	23	;	;	PUNCT
easat-8567	2	24	licensee	licensee	PROPN
easat-8567	2	25	learning	learning	NOUN
easat-8567	2	26	gate	gate	NOUN
easat-8567	3	1	©	©	PROPN
easat-8567	3	2	2025	2025	NUM
easat-8567	3	3	by	by	ADP
easat-8567	3	4	the	the	DET
easat-8567	3	5	author	author	NOUN
easat-8567	3	6	;	;	PUNCT
easat-8567	3	7	licensee	licensee	PROPN
easat-8567	3	8	learning	learning	NOUN
easat-8567	3	9	gate	gate	NOUN
easat-8567	3	10	history	history	NOUN
easat-8567	3	11	:	:	PUNCT
easat-8567	3	12	received	receive	VERB
easat-8567	3	13	:	:	PUNCT
easat-8567	3	14	21	21	NUM
easat-8567	3	15	april	april	PROPN
easat-8567	3	16	2025	2025	NUM
easat-8567	3	17	;	;	PUNCT
easat-8567	3	18	revised	revise	VERB
easat-8567	3	19	:	:	PUNCT
easat-8567	3	20	9	9	NUM
easat-8567	3	21	june	june	PROPN
easat-8567	3	22	2025	2025	NUM
easat-8567	3	23	;	;	PUNCT
easat-8567	3	24	accepted	accept	VERB
easat-8567	3	25	:	:	PUNCT
easat-8567	3	26	12	12	NUM
easat-8567	3	27	june	june	PROPN
easat-8567	3	28	2025	2025	NUM
easat-8567	3	29	;	;	PUNCT
easat-8567	3	30	published	publish	VERB
easat-8567	3	31	:	:	PUNCT
easat-8567	3	32	3	3	NUM
easat-8567	3	33	july	july	PROPN
easat-8567	3	34	2025	2025	NUM
easat-8567	3	35	*	*	PUNCT
easat-8567	3	36	correspondence	correspondence	NOUN
easat-8567	3	37	:	:	PUNCT
easat-8567	3	38	salhariri@ksu.edu.sa	salhariri@ksu.edu.sa	PROPN
easat-8567	3	39	assessing	assess	VERB
easat-8567	3	40	artificial	artificial	ADJ
easat-8567	3	41	intelligence	intelligence	NOUN
easat-8567	3	42	and	and	CCONJ
easat-8567	3	43	advanced	advanced	ADJ
easat-8567	3	44	analytics	analytic	NOUN
easat-8567	3	45	adoption	adoption	NOUN
easat-8567	3	46	:	:	PUNCT
easat-8567	3	47	a	a	DET
easat-8567	3	48	technological	technological	ADJ
easat-8567	3	49	,	,	PUNCT
easat-8567	3	50	organizational	organizational	ADJ
easat-8567	3	51	,	,	PUNCT
easat-8567	3	52	and	and	CCONJ
easat-8567	3	53	environmental	environmental	PROPN
easat-8567	3	54	perspective	perspective	PROPN
easat-8567	3	55	saeed	saeed	PROPN
easat-8567	3	56	alzahrani1	alzahrani1	PROPN
easat-8567	3	57	*	*	PROPN
easat-8567	3	58	1management	1management	NUM
easat-8567	3	59	information	information	NOUN
easat-8567	3	60	system	system	NOUN
easat-8567	3	61	department	department	NOUN
easat-8567	3	62	,	,	PUNCT
easat-8567	3	63	college	college	NOUN
easat-8567	3	64	of	of	ADP
easat-8567	3	65	business	business	PROPN
easat-8567	3	66	administration	administration	PROPN
easat-8567	3	67	,	,	PUNCT
easat-8567	3	68	king	king	PROPN
easat-8567	3	69	saud	saud	PROPN
easat-8567	3	70	university	university	PROPN
easat-8567	3	71	riyadh	riyadh	PROPN
easat-8567	3	72	,	,	PUNCT
easat-8567	3	73	saudi	saudi	PROPN
easat-8567	3	74	arabia	arabia	PROPN
easat-8567	3	75	;	;	PUNCT
easat-8567	3	76	salhariri@ksu.edu.sa	salhariri@ksu.edu.sa	PROPN
easat-8567	3	77	(	(	PUNCT
easat-8567	3	78	s.a	s.a	PROPN
easat-8567	3	79	.	.	PROPN
easat-8567	3	80	)	)	PUNCT
easat-8567	3	81	.	.	PUNCT
easat-8567	4	1	abstract	abstract	ADV
easat-8567	4	2	:	:	PUNCT
easat-8567	4	3	this	this	DET
easat-8567	4	4	study	study	NOUN
easat-8567	4	5	examines	examine	VERB
easat-8567	4	6	the	the	DET
easat-8567	4	7	organizational	organizational	ADJ
easat-8567	4	8	capabilities	capability	NOUN
easat-8567	4	9	necessary	necessary	ADJ
easat-8567	4	10	for	for	ADP
easat-8567	4	11	the	the	DET
easat-8567	4	12	effective	effective	ADJ
easat-8567	4	13	adoption	adoption	NOUN
easat-8567	4	14	of	of	ADP
easat-8567	4	15	artificial	artificial	ADJ
easat-8567	4	16	intelligence	intelligence	NOUN
easat-8567	4	17	(	(	PUNCT
easat-8567	4	18	ai	ai	NOUN
easat-8567	4	19	)	)	PUNCT
easat-8567	4	20	and	and	CCONJ
easat-8567	4	21	advanced	advanced	ADJ
easat-8567	4	22	analytics	analytic	NOUN
easat-8567	4	23	across	across	ADP
easat-8567	4	24	key	key	ADJ
easat-8567	4	25	industries	industry	NOUN
easat-8567	4	26	.	.	PUNCT
easat-8567	5	1	employing	employ	VERB
easat-8567	5	2	an	an	DET
easat-8567	5	3	integrated	integrated	ADJ
easat-8567	5	4	approach	approach	NOUN
easat-8567	5	5	,	,	PUNCT
easat-8567	5	6	the	the	DET
easat-8567	5	7	research	research	NOUN
easat-8567	5	8	combines	combine	VERB
easat-8567	5	9	thematic	thematic	ADJ
easat-8567	5	10	analysis	analysis	NOUN
easat-8567	5	11	with	with	ADP
easat-8567	5	12	an	an	DET
easat-8567	5	13	ai	ai	ADJ
easat-8567	5	14	maturity	maturity	NOUN
easat-8567	5	15	model	model	NOUN
easat-8567	5	16	(	(	PUNCT
easat-8567	5	17	aimm	aimm	NOUN
easat-8567	5	18	)	)	PUNCT
easat-8567	5	19	within	within	ADP
easat-8567	5	20	the	the	DET
easat-8567	5	21	technological	technological	ADJ
easat-8567	5	22	-	-	PUNCT
easat-8567	5	23	organizational	organizational	ADJ
easat-8567	5	24	-	-	PUNCT
easat-8567	5	25	environmental	environmental	ADJ
easat-8567	5	26	(	(	PUNCT
easat-8567	5	27	toe	toe	NOUN
easat-8567	5	28	)	)	PUNCT
easat-8567	5	29	framework	framework	NOUN
easat-8567	5	30	to	to	PART
easat-8567	5	31	assess	assess	VERB
easat-8567	5	32	ai	ai	VERB
easat-8567	5	33	readiness	readiness	NOUN
easat-8567	5	34	.	.	PUNCT
easat-8567	6	1	the	the	DET
easat-8567	6	2	framework	framework	NOUN
easat-8567	6	3	evaluates	evaluate	VERB
easat-8567	6	4	critical	critical	ADJ
easat-8567	6	5	factors	factor	NOUN
easat-8567	6	6	such	such	ADJ
easat-8567	6	7	as	as	ADP
easat-8567	6	8	technology	technology	NOUN
easat-8567	6	9	readiness	readiness	NOUN
easat-8567	6	10	,	,	PUNCT
easat-8567	6	11	leadership	leadership	NOUN
easat-8567	6	12	support	support	NOUN
easat-8567	6	13	,	,	PUNCT
easat-8567	6	14	organizational	organizational	ADJ
easat-8567	6	15	culture	culture	NOUN
easat-8567	6	16	,	,	PUNCT
easat-8567	6	17	and	and	CCONJ
easat-8567	6	18	compliance	compliance	NOUN
easat-8567	6	19	.	.	PUNCT
easat-8567	7	1	findings	finding	NOUN
easat-8567	7	2	reveal	reveal	VERB
easat-8567	7	3	that	that	SCONJ
easat-8567	7	4	successful	successful	ADJ
easat-8567	7	5	ai	ai	VERB
easat-8567	7	6	adoption	adoption	NOUN
easat-8567	7	7	is	be	AUX
easat-8567	7	8	strongly	strongly	ADV
easat-8567	7	9	influenced	influence	VERB
easat-8567	7	10	by	by	ADP
easat-8567	7	11	core	core	ADJ
easat-8567	7	12	organizational	organizational	ADJ
easat-8567	7	13	competencies	competency	NOUN
easat-8567	7	14	,	,	PUNCT
easat-8567	7	15	including	include	VERB
easat-8567	7	16	data	data	NOUN
easat-8567	7	17	management	management	NOUN
easat-8567	7	18	,	,	PUNCT
easat-8567	7	19	it	it	PRON
easat-8567	7	20	infrastructure	infrastructure	NOUN
easat-8567	7	21	,	,	PUNCT
easat-8567	7	22	and	and	CCONJ
easat-8567	7	23	cross	cross	ADJ
easat-8567	7	24	-	-	ADJ
easat-8567	7	25	functional	functional	ADJ
easat-8567	7	26	integration	integration	NOUN
easat-8567	7	27	.	.	PUNCT
easat-8567	8	1	sectorspecific	sectorspecific	ADJ
easat-8567	8	2	examples	example	NOUN
easat-8567	8	3	from	from	ADP
easat-8567	8	4	healthcare	healthcare	NOUN
easat-8567	8	5	and	and	CCONJ
easat-8567	8	6	finance	finance	NOUN
easat-8567	8	7	demonstrate	demonstrate	VERB
easat-8567	8	8	how	how	SCONJ
easat-8567	8	9	ai	ai	AUX
easat-8567	8	10	enhances	enhance	VERB
easat-8567	8	11	operational	operational	ADJ
easat-8567	8	12	efficiency	efficiency	NOUN
easat-8567	8	13	,	,	PUNCT
easat-8567	8	14	customer	customer	NOUN
easat-8567	8	15	experience	experience	NOUN
easat-8567	8	16	,	,	PUNCT
easat-8567	8	17	and	and	CCONJ
easat-8567	8	18	decision	decision	NOUN
easat-8567	8	19	-	-	PUNCT
easat-8567	8	20	making	make	VERB
easat-8567	8	21	processes	process	NOUN
easat-8567	8	22	.	.	PUNCT
easat-8567	9	1	the	the	DET
easat-8567	9	2	study	study	NOUN
easat-8567	9	3	also	also	ADV
easat-8567	9	4	benchmarks	benchmark	VERB
easat-8567	9	5	ai	ai	VERB
easat-8567	9	6	adoption	adoption	NOUN
easat-8567	9	7	trends	trend	NOUN
easat-8567	9	8	in	in	ADP
easat-8567	9	9	healthcare	healthcare	PROPN
easat-8567	9	10	,	,	PUNCT
easat-8567	9	11	finance	finance	NOUN
easat-8567	9	12	,	,	PUNCT
easat-8567	9	13	manufacturing	manufacturing	NOUN
easat-8567	9	14	,	,	PUNCT
easat-8567	9	15	and	and	CCONJ
easat-8567	9	16	retail	retail	NOUN
easat-8567	9	17	,	,	PUNCT
easat-8567	9	18	uncovering	uncover	VERB
easat-8567	9	19	varying	vary	VERB
easat-8567	9	20	levels	level	NOUN
easat-8567	9	21	of	of	ADP
easat-8567	9	22	readiness	readiness	NOUN
easat-8567	9	23	and	and	CCONJ
easat-8567	9	24	capability	capability	NOUN
easat-8567	9	25	.	.	PUNCT
easat-8567	10	1	the	the	DET
easat-8567	10	2	results	result	NOUN
easat-8567	10	3	underscore	underscore	VERB
easat-8567	10	4	the	the	DET
easat-8567	10	5	importance	importance	NOUN
easat-8567	10	6	of	of	ADP
easat-8567	10	7	aligning	align	VERB
easat-8567	10	8	technological	technological	ADJ
easat-8567	10	9	infrastructure	infrastructure	NOUN
easat-8567	10	10	with	with	ADP
easat-8567	10	11	strategic	strategic	ADJ
easat-8567	10	12	leadership	leadership	NOUN
easat-8567	10	13	and	and	CCONJ
easat-8567	10	14	a	a	DET
easat-8567	10	15	supportive	supportive	ADJ
easat-8567	10	16	organizational	organizational	ADJ
easat-8567	10	17	environment	environment	NOUN
easat-8567	10	18	.	.	PUNCT
easat-8567	11	1	by	by	ADP
easat-8567	11	2	offering	offer	VERB
easat-8567	11	3	practical	practical	ADJ
easat-8567	11	4	recommendations	recommendation	NOUN
easat-8567	11	5	tailored	tailor	VERB
easat-8567	11	6	to	to	ADP
easat-8567	11	7	saudi	saudi	PROPN
easat-8567	11	8	arabia	arabia	PROPN
easat-8567	11	9	’s	’s	PART
easat-8567	11	10	vision	vision	NOUN
easat-8567	11	11	2030	2030	NUM
easat-8567	11	12	,	,	PUNCT
easat-8567	11	13	the	the	DET
easat-8567	11	14	study	study	NOUN
easat-8567	11	15	provides	provide	VERB
easat-8567	11	16	actionable	actionable	ADJ
easat-8567	11	17	insights	insight	NOUN
easat-8567	11	18	for	for	ADP
easat-8567	11	19	organizations	organization	NOUN
easat-8567	11	20	seeking	seek	VERB
easat-8567	11	21	to	to	PART
easat-8567	11	22	improve	improve	VERB
easat-8567	11	23	their	their	PRON
easat-8567	11	24	digital	digital	ADJ
easat-8567	11	25	maturity	maturity	NOUN
easat-8567	11	26	.	.	PUNCT
easat-8567	12	1	overall	overall	ADV
easat-8567	12	2	,	,	PUNCT
easat-8567	12	3	this	this	DET
easat-8567	12	4	research	research	NOUN
easat-8567	12	5	delivers	deliver	VERB
easat-8567	12	6	a	a	DET
easat-8567	12	7	comprehensive	comprehensive	ADJ
easat-8567	12	8	understanding	understanding	NOUN
easat-8567	12	9	of	of	ADP
easat-8567	12	10	ai	ai	ADJ
easat-8567	12	11	adoption	adoption	NOUN
easat-8567	12	12	prerequisites	prerequisite	NOUN
easat-8567	12	13	and	and	CCONJ
easat-8567	12	14	offers	offer	VERB
easat-8567	12	15	a	a	DET
easat-8567	12	16	roadmap	roadmap	NOUN
easat-8567	12	17	for	for	ADP
easat-8567	12	18	leveraging	leverage	VERB
easat-8567	12	19	analytics	analytic	NOUN
easat-8567	12	20	to	to	PART
easat-8567	12	21	gain	gain	VERB
easat-8567	12	22	a	a	DET
easat-8567	12	23	competitive	competitive	ADJ
easat-8567	12	24	edge	edge	NOUN
easat-8567	12	25	in	in	ADP
easat-8567	12	26	the	the	DET
easat-8567	12	27	digital	digital	ADJ
easat-8567	12	28	economy	economy	NOUN
easat-8567	12	29	.	.	PUNCT
easat-8567	13	1	keywords	keyword	NOUN
easat-8567	13	2	:	:	PUNCT
easat-8567	13	3	ai	ai	VERB
easat-8567	13	4	adoption	adoption	NOUN
easat-8567	13	5	,	,	PUNCT
easat-8567	13	6	predictive	predictive	ADJ
easat-8567	13	7	analytics	analytic	NOUN
easat-8567	13	8	,	,	PUNCT
easat-8567	13	9	technological	technological	ADJ
easat-8567	13	10	organizational	organizational	ADJ
easat-8567	13	11	environment	environment	NOUN
easat-8567	13	12	(	(	PUNCT
easat-8567	13	13	toe	toe	NOUN
easat-8567	13	14	)	)	PUNCT
easat-8567	13	15	.	.	PUNCT
easat-8567	14	1	1	1	X
easat-8567	14	2	.	.	X
easat-8567	14	3	introduction	introduction	NOUN
easat-8567	14	4	artificial	artificial	ADJ
easat-8567	14	5	intelligence	intelligence	NOUN
easat-8567	14	6	(	(	PUNCT
easat-8567	14	7	ai	ai	NOUN
easat-8567	14	8	)	)	PUNCT
easat-8567	14	9	and	and	CCONJ
easat-8567	14	10	analytics	analytic	NOUN
easat-8567	14	11	are	be	AUX
easat-8567	14	12	revolutionizing	revolutionize	VERB
easat-8567	14	13	industries	industry	NOUN
easat-8567	14	14	by	by	ADP
easat-8567	14	15	equipping	equip	VERB
easat-8567	14	16	organizations	organization	NOUN
easat-8567	14	17	with	with	ADP
easat-8567	14	18	the	the	DET
easat-8567	14	19	ability	ability	NOUN
easat-8567	14	20	to	to	PART
easat-8567	14	21	make	make	VERB
easat-8567	14	22	informed	informed	ADJ
easat-8567	14	23	decisions	decision	NOUN
easat-8567	14	24	,	,	PUNCT
easat-8567	14	25	automate	automate	NOUN
easat-8567	14	26	processes	process	NOUN
easat-8567	14	27	,	,	PUNCT
easat-8567	14	28	and	and	CCONJ
easat-8567	14	29	create	create	VERB
easat-8567	14	30	innovative	innovative	ADJ
easat-8567	14	31	business	business	NOUN
easat-8567	14	32	models	model	NOUN
easat-8567	14	33	.	.	PUNCT
easat-8567	15	1	ai	ai	AUX
easat-8567	15	2	-	-	PUNCT
easat-8567	15	3	supportive	supportive	ADJ
easat-8567	15	4	technologies	technology	NOUN
easat-8567	15	5	such	such	ADJ
easat-8567	15	6	as	as	ADP
easat-8567	15	7	machine	machine	NOUN
easat-8567	15	8	learning	learning	NOUN
easat-8567	15	9	,	,	PUNCT
easat-8567	15	10	natural	natural	ADJ
easat-8567	15	11	language	language	NOUN
easat-8567	15	12	understanding	understanding	NOUN
easat-8567	15	13	,	,	PUNCT
easat-8567	15	14	and	and	CCONJ
easat-8567	15	15	predictive	predictive	ADJ
easat-8567	15	16	analytics	analytic	NOUN
easat-8567	15	17	are	be	AUX
easat-8567	15	18	revolutionizing	revolutionize	VERB
easat-8567	15	19	industries	industry	NOUN
easat-8567	15	20	from	from	ADP
easat-8567	15	21	the	the	DET
easat-8567	15	22	banking	banking	NOUN
easat-8567	15	23	sector	sector	NOUN
easat-8567	15	24	and	and	CCONJ
easat-8567	15	25	the	the	DET
easat-8567	15	26	medical	medical	ADJ
easat-8567	15	27	sector	sector	NOUN
easat-8567	15	28	through	through	ADP
easat-8567	15	29	manufacturing	manufacturing	NOUN
easat-8567	15	30	and	and	CCONJ
easat-8567	15	31	the	the	DET
easat-8567	15	32	retail	retail	ADJ
easat-8567	15	33	sector	sector	NOUN
easat-8567	15	34	.	.	PUNCT
easat-8567	16	1	organizations	organization	NOUN
easat-8567	16	2	using	use	VERB
easat-8567	16	3	ai	ai	NOUN
easat-8567	16	4	can	can	AUX
easat-8567	16	5	realize	realize	VERB
easat-8567	16	6	the	the	DET
easat-8567	16	7	potential	potential	NOUN
easat-8567	16	8	for	for	ADP
easat-8567	16	9	business	business	NOUN
easat-8567	16	10	expansion	expansion	NOUN
easat-8567	16	11	,	,	PUNCT
easat-8567	16	12	automate	automate	VERB
easat-8567	16	13	the	the	DET
easat-8567	16	14	consumption	consumption	NOUN
easat-8567	16	15	of	of	ADP
easat-8567	16	16	resources	resource	NOUN
easat-8567	16	17	,	,	PUNCT
easat-8567	16	18	and	and	CCONJ
easat-8567	16	19	allow	allow	VERB
easat-8567	16	20	for	for	ADP
easat-8567	16	21	enhanced	enhanced	ADJ
easat-8567	16	22	customer	customer	NOUN
easat-8567	16	23	experience	experience	NOUN
easat-8567	16	24	.	.	PUNCT
easat-8567	17	1	however	however	ADV
easat-8567	17	2	,	,	PUNCT
easat-8567	17	3	the	the	DET
easat-8567	17	4	adoption	adoption	NOUN
easat-8567	17	5	of	of	ADP
easat-8567	17	6	ai	ai	ADJ
easat-8567	17	7	-	-	PUNCT
easat-8567	17	8	supportive	supportive	ADJ
easat-8567	17	9	solutions	solution	NOUN
easat-8567	17	10	is	be	AUX
easat-8567	17	11	not	not	PART
easat-8567	17	12	only	only	ADV
easat-8567	17	13	dependent	dependent	ADJ
easat-8567	17	14	upon	upon	SCONJ
easat-8567	17	15	technology	technology	NOUN
easat-8567	17	16	;	;	PUNCT
easat-8567	17	17	it	it	PRON
easat-8567	17	18	is	be	AUX
easat-8567	17	19	also	also	ADV
easat-8567	17	20	a	a	DET
easat-8567	17	21	complex	complex	ADJ
easat-8567	17	22	process	process	NOUN
easat-8567	17	23	involving	involve	VERB
easat-8567	17	24	the	the	DET
easat-8567	17	25	alignment	alignment	NOUN
easat-8567	17	26	of	of	ADP
easat-8567	17	27	the	the	DET
easat-8567	17	28	organization	organization	NOUN
easat-8567	17	29	,	,	PUNCT
easat-8567	17	30	the	the	DET
easat-8567	17	31	culture	culture	NOUN
easat-8567	17	32	,	,	PUNCT
easat-8567	17	33	and	and	CCONJ
easat-8567	17	34	the	the	DET
easat-8567	17	35	adaptation	adaptation	NOUN
easat-8567	17	36	towards	towards	ADP
easat-8567	17	37	the	the	DET
easat-8567	17	38	forces	force	NOUN
easat-8567	17	39	from	from	ADP
easat-8567	17	40	the	the	DET
easat-8567	17	41	environment	environment	NOUN
easat-8567	17	42	.	.	PUNCT
easat-8567	18	1	the	the	DET
easat-8567	18	2	question	question	NOUN
easat-8567	18	3	of	of	ADP
easat-8567	18	4	whether	whether	SCONJ
easat-8567	18	5	and	and	CCONJ
easat-8567	18	6	how	how	SCONJ
easat-8567	18	7	ai	ai	VERB
easat-8567	18	8	technologies	technology	NOUN
easat-8567	18	9	can	can	AUX
easat-8567	18	10	be	be	AUX
easat-8567	18	11	adopted	adopt	VERB
easat-8567	18	12	by	by	ADP
easat-8567	18	13	organizations	organization	NOUN
easat-8567	18	14	has	have	AUX
easat-8567	18	15	been	be	AUX
easat-8567	18	16	hotly	hotly	ADV
easat-8567	18	17	debated	debate	VERB
easat-8567	18	18	.	.	PUNCT
easat-8567	19	1	while	while	SCONJ
easat-8567	19	2	ai	ai	VERB
easat-8567	19	3	promises	promise	NOUN
easat-8567	19	4	greater	great	ADJ
easat-8567	19	5	efficiency	efficiency	NOUN
easat-8567	19	6	,	,	PUNCT
easat-8567	19	7	personalization	personalization	NOUN
easat-8567	19	8	,	,	PUNCT
easat-8567	19	9	and	and	CCONJ
easat-8567	19	10	the	the	DET
easat-8567	19	11	delivery	delivery	NOUN
easat-8567	19	12	of	of	ADP
easat-8567	19	13	services	service	NOUN
easat-8567	19	14	,	,	PUNCT
easat-8567	19	15	concerns	concern	NOUN
easat-8567	19	16	about	about	ADP
easat-8567	19	17	overreliance	overreliance	NOUN
easat-8567	19	18	on	on	ADP
easat-8567	19	19	automation	automation	NOUN
easat-8567	19	20	,	,	PUNCT
easat-8567	19	21	privacy	privacy	NOUN
easat-8567	19	22	risk	risk	NOUN
easat-8567	19	23	,	,	PUNCT
easat-8567	19	24	ethical	ethical	ADJ
easat-8567	19	25	concerns	concern	NOUN
easat-8567	19	26	,	,	PUNCT
easat-8567	19	27	and	and	CCONJ
easat-8567	19	28	the	the	DET
easat-8567	19	29	potential	potential	NOUN
easat-8567	19	30	for	for	ADP
easat-8567	19	31	ai	ai	ADJ
easat-8567	19	32	-	-	PUNCT
easat-8567	19	33	driven	drive	VERB
easat-8567	19	34	decision	decision	NOUN
easat-8567	19	35	-	-	PUNCT
easat-8567	19	36	making	making	NOUN
easat-8567	19	37	being	be	AUX
easat-8567	19	38	biased	bias	VERB
easat-8567	19	39	[	[	X
easat-8567	19	40	1	1	NUM
easat-8567	19	41	]	]	PUNCT
easat-8567	19	42	also	also	ADV
easat-8567	19	43	need	need	VERB
easat-8567	19	44	consideration	consideration	NOUN
easat-8567	19	45	.	.	PUNCT
easat-8567	20	1	besides	besides	SCONJ
easat-8567	20	2	these	these	DET
easat-8567	20	3	concerns	concern	NOUN
easat-8567	20	4	,	,	PUNCT
easat-8567	20	5	concerns	concern	NOUN
easat-8567	20	6	about	about	ADP
easat-8567	20	7	ailed	ail	VERB
easat-8567	20	8	organizations	organization	NOUN
easat-8567	20	9	being	be	AUX
easat-8567	20	10	excessively	excessively	ADV
easat-8567	20	11	technocratic	technocratic	ADJ
easat-8567	20	12	also	also	ADV
easat-8567	20	13	prevail	prevail	VERB
easat-8567	20	14	[	[	X
easat-8567	20	15	2	2	NUM
easat-8567	20	16	]	]	PUNCT
easat-8567	20	17	resulting	result	VERB
easat-8567	20	18	in	in	ADP
easat-8567	20	19	potential	potential	ADJ
easat-8567	20	20	dangers	danger	NOUN
easat-8567	20	21	like	like	ADP
easat-8567	20	22	decreased	decrease	VERB
easat-8567	20	23	transparency	transparency	NOUN
easat-8567	20	24	,	,	PUNCT
easat-8567	20	25	unequal	unequal	ADJ
easat-8567	20	26	access	access	NOUN
easat-8567	20	27	to	to	ADP
easat-8567	20	28	services	service	NOUN
easat-8567	20	29	,	,	PUNCT
easat-8567	20	30	and	and	CCONJ
easat-8567	20	31	the	the	DET
easat-8567	20	32	challenge	challenge	NOUN
easat-8567	20	33	of	of	ADP
easat-8567	20	34	governing	govern	VERB
easat-8567	20	35	them	they	PRON
easat-8567	20	36	.	.	PUNCT
easat-8567	21	1	in	in	ADP
easat-8567	21	2	the	the	DET
easat-8567	21	3	wake	wake	NOUN
easat-8567	21	4	of	of	ADP
easat-8567	21	5	all	all	DET
easat-8567	21	6	these	these	DET
easat-8567	21	7	concerns	concern	NOUN
easat-8567	21	8	,	,	PUNCT
easat-8567	21	9	ai	ai	VERB
easat-8567	21	10	presents	present	VERB
easat-8567	21	11	transformational	transformational	ADJ
easat-8567	21	12	opportunities	opportunity	NOUN
easat-8567	21	13	like	like	ADP
easat-8567	21	14	superior	superior	ADJ
easat-8567	21	15	decision	decision	NOUN
easat-8567	21	16	-	-	PUNCT
easat-8567	21	17	making	making	NOUN
easat-8567	21	18	,	,	PUNCT
easat-8567	21	19	real	real	ADJ
easat-8567	21	20	-	-	PUNCT
easat-8567	21	21	time	time	NOUN
easat-8567	21	22	https://orcid.org/0000-0001-9003-1094	https://orcid.org/0000-0001-9003-1094	PROPN
easat-8567	21	23	313	313	NUM
easat-8567	21	24	edelweiss	edelweiss	PROPN
easat-8567	21	25	applied	apply	VERB
easat-8567	21	26	science	science	NOUN
easat-8567	21	27	and	and	CCONJ
easat-8567	21	28	technology	technology	NOUN
easat-8567	21	29	issn	issn	PROPN
easat-8567	21	30	:	:	PUNCT
easat-8567	21	31	2576	2576	NUM
easat-8567	21	32	-	-	SYM
easat-8567	21	33	8484	8484	NUM
easat-8567	21	34	vol	vol	NOUN
easat-8567	21	35	.	.	PROPN
easat-8567	22	1	9	9	NUM
easat-8567	22	2	,	,	PUNCT
easat-8567	22	3	no	no	INTJ
easat-8567	22	4	.	.	NOUN
easat-8567	23	1	7	7	NUM
easat-8567	23	2	:	:	SYM
easat-8567	23	3	312	312	NUM
easat-8567	23	4	-	-	SYM
easat-8567	23	5	325	325	NUM
easat-8567	23	6	,	,	PUNCT
easat-8567	23	7	2025	2025	NUM
easat-8567	23	8	doi	doi	NOUN
easat-8567	23	9	:	:	PUNCT
easat-8567	23	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	23	11	©	©	PROPN
easat-8567	23	12	2025	2025	NUM
easat-8567	23	13	by	by	ADP
easat-8567	23	14	the	the	DET
easat-8567	23	15	author	author	NOUN
easat-8567	23	16	;	;	PUNCT
easat-8567	23	17	licensee	licensee	PROPN
easat-8567	23	18	learning	learning	NOUN
easat-8567	23	19	gate	gate	VERB
easat-8567	23	20	predictive	predictive	PROPN
easat-8567	23	21	analytics	analytic	NOUN
easat-8567	23	22	,	,	PUNCT
easat-8567	23	23	superior	superior	ADJ
easat-8567	23	24	fraud	fraud	NOUN
easat-8567	23	25	prevention	prevention	NOUN
easat-8567	23	26	,	,	PUNCT
easat-8567	23	27	and	and	CCONJ
easat-8567	23	28	the	the	DET
easat-8567	23	29	ability	ability	NOUN
easat-8567	23	30	to	to	PART
easat-8567	23	31	automate	automate	VERB
easat-8567	23	32	administrative	administrative	ADJ
easat-8567	23	33	processes	process	NOUN
easat-8567	23	34	seamlessly	seamlessly	ADV
easat-8567	23	35	[	[	X
easat-8567	23	36	3	3	NUM
easat-8567	23	37	]	]	PUNCT
easat-8567	23	38	.	.	PUNCT
easat-8567	24	1	organizations	organization	NOUN
easat-8567	24	2	,	,	PUNCT
easat-8567	24	3	both	both	CCONJ
easat-8567	24	4	private	private	ADJ
easat-8567	24	5	and	and	CCONJ
easat-8567	24	6	public	public	ADJ
easat-8567	24	7	,	,	PUNCT
easat-8567	24	8	realize	realize	VERB
easat-8567	24	9	the	the	DET
easat-8567	24	10	importance	importance	NOUN
easat-8567	24	11	of	of	ADP
easat-8567	24	12	investment	investment	NOUN
easat-8567	24	13	in	in	ADP
easat-8567	24	14	ai	ai	PRON
easat-8567	24	15	capability	capability	NOUN
easat-8567	24	16	now	now	ADV
easat-8567	24	17	.	.	PUNCT
easat-8567	25	1	enhanced	enhance	VERB
easat-8567	25	2	access	access	NOUN
easat-8567	25	3	to	to	ADP
easat-8567	25	4	large	large	ADJ
easat-8567	25	5	data	datum	NOUN
easat-8567	25	6	sets	set	NOUN
easat-8567	25	7	,	,	PUNCT
easat-8567	25	8	transaction	transaction	NOUN
easat-8567	25	9	data	datum	NOUN
easat-8567	25	10	,	,	PUNCT
easat-8567	25	11	and	and	CCONJ
easat-8567	25	12	high	high	ADJ
easat-8567	25	13	-	-	PUNCT
easat-8567	25	14	compute	compute	NOUN
easat-8567	25	15	infrastructure	infrastructure	NOUN
easat-8567	25	16	enables	enable	VERB
easat-8567	25	17	organizations	organization	NOUN
easat-8567	25	18	to	to	PART
easat-8567	25	19	have	have	VERB
easat-8567	25	20	the	the	DET
easat-8567	25	21	capacity	capacity	NOUN
easat-8567	25	22	for	for	ADP
easat-8567	25	23	applying	apply	VERB
easat-8567	25	24	ai	ai	NOUN
easat-8567	25	25	for	for	ADP
easat-8567	25	26	greater	great	ADJ
easat-8567	25	27	business	business	NOUN
easat-8567	25	28	value	value	NOUN
easat-8567	25	29	[	[	X
easat-8567	25	30	4	4	NUM
easat-8567	25	31	]	]	PUNCT
easat-8567	25	32	.	.	PUNCT
easat-8567	26	1	ai	ai	PROPN
easat-8567	26	2	is	be	AUX
easat-8567	26	3	being	be	AUX
easat-8567	26	4	applied	apply	VERB
easat-8567	26	5	for	for	ADP
easat-8567	26	6	functions	function	NOUN
easat-8567	26	7	including	include	VERB
easat-8567	26	8	knowledge	knowledge	NOUN
easat-8567	26	9	management	management	NOUN
easat-8567	26	10	,	,	PUNCT
easat-8567	26	11	conversation	conversation	NOUN
easat-8567	26	12	agents	agent	NOUN
easat-8567	26	13	,	,	PUNCT
easat-8567	26	14	predictive	predictive	ADJ
easat-8567	26	15	models	model	NOUN
easat-8567	26	16	,	,	PUNCT
easat-8567	26	17	threat	threat	NOUN
easat-8567	26	18	analysis	analysis	NOUN
easat-8567	26	19	,	,	PUNCT
easat-8567	26	20	and	and	CCONJ
easat-8567	26	21	optimizing	optimize	VERB
easat-8567	26	22	resources	resource	NOUN
easat-8567	26	23	.	.	PUNCT
easat-8567	27	1	adoption	adoption	NOUN
easat-8567	27	2	is	be	AUX
easat-8567	27	3	not	not	PART
easat-8567	27	4	even	even	ADV
easat-8567	27	5	,	,	PUNCT
easat-8567	27	6	however	however	ADV
easat-8567	27	7	,	,	PUNCT
easat-8567	27	8	even	even	ADV
easat-8567	27	9	though	though	SCONJ
easat-8567	27	10	ai	ai	INTJ
easat-8567	27	11	has	have	VERB
easat-8567	27	12	potential	potential	ADJ
easat-8567	27	13	.	.	PUNCT
easat-8567	28	1	while	while	SCONJ
easat-8567	28	2	some	some	DET
easat-8567	28	3	organizations	organization	NOUN
easat-8567	28	4	are	be	AUX
easat-8567	28	5	adopting	adopt	VERB
easat-8567	28	6	ai	ai	VERB
easat-8567	28	7	sooner	soon	ADV
easat-8567	28	8	,	,	PUNCT
easat-8567	28	9	others	other	NOUN
easat-8567	28	10	face	face	VERB
easat-8567	28	11	adoption	adoption	NOUN
easat-8567	28	12	stumbling	stumble	VERB
easat-8567	28	13	blocks	block	NOUN
easat-8567	28	14	,	,	PUNCT
easat-8567	28	15	resistance	resistance	NOUN
easat-8567	28	16	,	,	PUNCT
easat-8567	28	17	and	and	CCONJ
easat-8567	28	18	the	the	DET
easat-8567	28	19	need	need	NOUN
easat-8567	28	20	for	for	ADP
easat-8567	28	21	strategic	strategic	ADJ
easat-8567	28	22	direction	direction	NOUN
easat-8567	28	23	[	[	X
easat-8567	28	24	5	5	NUM
easat-8567	28	25	]	]	PUNCT
easat-8567	28	26	.	.	PUNCT
easat-8567	29	1	toe	toe	NOUN
easat-8567	29	2	is	be	AUX
easat-8567	29	3	a	a	DET
easat-8567	29	4	theoretical	theoretical	ADJ
easat-8567	29	5	structure	structure	NOUN
easat-8567	29	6	for	for	ADP
easat-8567	29	7	measuring	measure	VERB
easat-8567	29	8	ai	ai	NOUN
easat-8567	29	9	adoption	adoption	NOUN
easat-8567	29	10	capability	capability	NOUN
easat-8567	29	11	.	.	PUNCT
easat-8567	30	1	this	this	DET
easat-8567	30	2	theoretical	theoretical	ADJ
easat-8567	30	3	structure	structure	NOUN
easat-8567	30	4	assists	assist	VERB
easat-8567	30	5	organizations	organization	NOUN
easat-8567	30	6	in	in	ADP
easat-8567	30	7	assessing	assess	VERB
easat-8567	30	8	the	the	DET
easat-8567	30	9	tech	tech	NOUN
easat-8567	30	10	environment	environment	NOUN
easat-8567	30	11	's	's	PART
easat-8567	30	12	readiness	readiness	NOUN
easat-8567	30	13	,	,	PUNCT
easat-8567	30	14	the	the	DET
easat-8567	30	15	internal	internal	ADJ
easat-8567	30	16	support	support	NOUN
easat-8567	30	17	structures	structure	NOUN
easat-8567	30	18	'	'	PART
easat-8567	30	19	strength	strength	NOUN
easat-8567	30	20	,	,	PUNCT
easat-8567	30	21	and	and	CCONJ
easat-8567	30	22	the	the	DET
easat-8567	30	23	impact	impact	NOUN
easat-8567	30	24	of	of	ADP
easat-8567	30	25	the	the	DET
easat-8567	30	26	environment	environment	NOUN
easat-8567	30	27	.	.	PUNCT
easat-8567	31	1	toe	toe	NOUN
easat-8567	31	2	structures	structure	NOUN
easat-8567	31	3	the	the	DET
easat-8567	31	4	adoption	adoption	NOUN
easat-8567	31	5	variables	variable	VERB
easat-8567	31	6	into	into	ADP
easat-8567	31	7	three	three	NUM
easat-8567	31	8	dimensions	dimension	NOUN
easat-8567	31	9	:	:	PUNCT
easat-8567	31	10	•	•	NUM
easat-8567	31	11	technological	technological	ADJ
easat-8567	31	12	factors	factor	NOUN
easat-8567	31	13	–	–	PUNCT
easat-8567	31	14	evaluates	evaluate	VERB
easat-8567	31	15	the	the	DET
easat-8567	31	16	infrastructure	infrastructure	NOUN
easat-8567	31	17	of	of	ADP
easat-8567	31	18	the	the	DET
easat-8567	31	19	firm	firm	NOUN
easat-8567	31	20	,	,	PUNCT
easat-8567	31	21	data	datum	NOUN
easat-8567	31	22	handling	handling	NOUN
easat-8567	31	23	capacity	capacity	NOUN
easat-8567	31	24	,	,	PUNCT
easat-8567	31	25	ai	ai	VERB
easat-8567	31	26	tool	tool	NOUN
easat-8567	31	27	suites	suite	NOUN
easat-8567	31	28	,	,	PUNCT
easat-8567	31	29	and	and	CCONJ
easat-8567	31	30	overall	overall	ADJ
easat-8567	31	31	level	level	NOUN
easat-8567	31	32	of	of	ADP
easat-8567	31	33	tech	tech	NOUN
easat-8567	31	34	maturity	maturity	NOUN
easat-8567	31	35	.	.	PUNCT
easat-8567	32	1	ai	ai	VERB
easat-8567	32	2	will	will	AUX
easat-8567	32	3	only	only	ADV
easat-8567	32	4	work	work	VERB
easat-8567	32	5	effectively	effectively	ADV
easat-8567	32	6	for	for	ADP
easat-8567	32	7	the	the	DET
easat-8567	32	8	firm	firm	NOUN
easat-8567	32	9	when	when	SCONJ
easat-8567	32	10	the	the	DET
easat-8567	32	11	infrastructure	infrastructure	NOUN
easat-8567	32	12	is	be	AUX
easat-8567	32	13	robust	robust	ADJ
easat-8567	32	14	.	.	PUNCT
easat-8567	33	1	•	•	NUM
easat-8567	33	2	organizational	organizational	ADJ
easat-8567	33	3	factors	factor	NOUN
easat-8567	33	4	–	–	PUNCT
easat-8567	33	5	evaluates	evaluate	VERB
easat-8567	33	6	commitment	commitment	NOUN
easat-8567	33	7	from	from	ADP
easat-8567	33	8	the	the	DET
easat-8567	33	9	leader	leader	NOUN
easat-8567	33	10	,	,	PUNCT
easat-8567	33	11	culture	culture	NOUN
easat-8567	33	12	readiness	readiness	NOUN
easat-8567	33	13	,	,	PUNCT
easat-8567	33	14	resources	resource	NOUN
easat-8567	33	15	deployed	deploy	VERB
easat-8567	33	16	,	,	PUNCT
easat-8567	33	17	and	and	CCONJ
easat-8567	33	18	the	the	DET
easat-8567	33	19	ability	ability	NOUN
easat-8567	33	20	for	for	SCONJ
easat-8567	33	21	the	the	DET
easat-8567	33	22	firm	firm	NOUN
easat-8567	33	23	to	to	PART
easat-8567	33	24	transform	transform	VERB
easat-8567	33	25	towards	towards	ADP
easat-8567	33	26	ai	ai	ADJ
easat-8567	33	27	-	-	PUNCT
easat-8567	33	28	driven	drive	VERB
easat-8567	33	29	changes	change	NOUN
easat-8567	33	30	.	.	PUNCT
easat-8567	34	1	organizational	organizational	ADJ
easat-8567	34	2	agility	agility	NOUN
easat-8567	34	3	and	and	CCONJ
easat-8567	34	4	worker	worker	NOUN
easat-8567	34	5	engagement	engagement	NOUN
easat-8567	34	6	are	be	AUX
easat-8567	34	7	the	the	DET
easat-8567	34	8	prerequisites	prerequisite	NOUN
easat-8567	34	9	for	for	ADP
easat-8567	34	10	ai	ai	PRON
easat-8567	34	11	adoption	adoption	NOUN
easat-8567	34	12	sustainably	sustainably	ADV
easat-8567	34	13	.	.	PUNCT
easat-8567	35	1	•	•	NUM
easat-8567	35	2	environmental	environmental	ADJ
easat-8567	35	3	factors	factor	NOUN
easat-8567	35	4	–	–	PUNCT
easat-8567	35	5	explains	explain	VERB
easat-8567	35	6	regulatory	regulatory	ADJ
easat-8567	35	7	frameworks	framework	NOUN
easat-8567	35	8	,	,	PUNCT
easat-8567	35	9	market	market	NOUN
easat-8567	35	10	forces	force	NOUN
easat-8567	35	11	,	,	PUNCT
easat-8567	35	12	competitive	competitive	ADJ
easat-8567	35	13	forces	force	NOUN
easat-8567	35	14	,	,	PUNCT
easat-8567	35	15	and	and	CCONJ
easat-8567	35	16	stakeholder	stakeholder	NOUN
easat-8567	35	17	expectations	expectation	NOUN
easat-8567	35	18	.	.	PUNCT
easat-8567	36	1	organizations	organization	NOUN
easat-8567	36	2	must	must	AUX
easat-8567	36	3	deal	deal	VERB
easat-8567	36	4	with	with	ADP
easat-8567	36	5	complex	complex	ADJ
easat-8567	36	6	external	external	ADJ
easat-8567	36	7	forces	force	NOUN
easat-8567	36	8	informing	inform	VERB
easat-8567	36	9	ai	ai	VERB
easat-8567	36	10	adoption	adoption	NOUN
easat-8567	36	11	agendas	agenda	NOUN
easat-8567	36	12	and	and	CCONJ
easat-8567	36	13	ethical	ethical	ADJ
easat-8567	36	14	considerations	consideration	NOUN
easat-8567	36	15	.	.	PUNCT
easat-8567	37	1	given	give	VERB
easat-8567	37	2	the	the	DET
easat-8567	37	3	complexity	complexity	NOUN
easat-8567	37	4	involved	involve	VERB
easat-8567	37	5	in	in	ADP
easat-8567	37	6	adopting	adopt	VERB
easat-8567	37	7	ai	ai	VERB
easat-8567	37	8	,	,	PUNCT
easat-8567	37	9	the	the	DET
easat-8567	37	10	determinants	determinant	NOUN
easat-8567	37	11	for	for	ADP
easat-8567	37	12	the	the	DET
easat-8567	37	13	adoption	adoption	NOUN
easat-8567	37	14	of	of	ADP
easat-8567	37	15	ai	ai	NOUN
easat-8567	37	16	by	by	ADP
easat-8567	37	17	organizations	organization	NOUN
easat-8567	37	18	are	be	AUX
easat-8567	37	19	far	far	ADV
easat-8567	37	20	from	from	ADP
easat-8567	37	21	being	be	AUX
easat-8567	37	22	known	know	VERB
easat-8567	37	23	conclusively	conclusively	ADV
easat-8567	37	24	[	[	X
easat-8567	37	25	6	6	NUM
easat-8567	37	26	]	]	PUNCT
easat-8567	37	27	.	.	PUNCT
easat-8567	38	1	empirical	empirical	ADJ
easat-8567	38	2	work	work	NOUN
easat-8567	38	3	for	for	ADP
easat-8567	38	4	ai	ai	PRON
easat-8567	38	5	adoption	adoption	NOUN
easat-8567	38	6	is	be	AUX
easat-8567	38	7	scant	scant	ADJ
easat-8567	38	8	,	,	PUNCT
easat-8567	38	9	especially	especially	ADV
easat-8567	38	10	for	for	ADP
easat-8567	38	11	sector	sector	NOUN
easat-8567	38	12	-	-	PUNCT
easat-8567	38	13	specific	specific	ADJ
easat-8567	38	14	enablers	enabler	NOUN
easat-8567	38	15	and	and	CCONJ
easat-8567	38	16	inhibitors	inhibitor	NOUN
easat-8567	38	17	for	for	ADP
easat-8567	38	18	adoption	adoption	NOUN
easat-8567	38	19	levels	level	NOUN
easat-8567	38	20	[	[	X
easat-8567	38	21	7	7	NUM
easat-8567	38	22	,	,	PUNCT
easat-8567	38	23	8	8	NUM
easat-8567	38	24	]	]	PUNCT
easat-8567	38	25	.	.	PUNCT
easat-8567	39	1	ai	ai	VERB
easat-8567	39	2	adoption	adoption	NOUN
easat-8567	39	3	is	be	AUX
easat-8567	39	4	best	well	ADV
easat-8567	39	5	seen	see	VERB
easat-8567	39	6	not	not	PART
easat-8567	39	7	as	as	ADP
easat-8567	39	8	a	a	DET
easat-8567	39	9	one	one	NUM
easat-8567	39	10	-	-	PUNCT
easat-8567	39	11	time	time	NOUN
easat-8567	39	12	-	-	PUNCT
easat-8567	39	13	event	event	NOUN
easat-8567	39	14	implementation	implementation	NOUN
easat-8567	39	15	,	,	PUNCT
easat-8567	39	16	but	but	CCONJ
easat-8567	39	17	rather	rather	ADV
easat-8567	39	18	as	as	ADP
easat-8567	39	19	a	a	DET
easat-8567	39	20	continuous	continuous	ADJ
easat-8567	39	21	,	,	PUNCT
easat-8567	39	22	ongoing	ongoing	ADJ
easat-8567	39	23	process	process	NOUN
easat-8567	39	24	,	,	PUNCT
easat-8567	39	25	for	for	ADP
easat-8567	39	26	its	its	PRON
easat-8567	39	27	lasting	last	VERB
easat-8567	39	28	achievement	achievement	NOUN
easat-8567	39	29	is	be	AUX
easat-8567	39	30	only	only	ADV
easat-8567	39	31	possible	possible	ADJ
easat-8567	39	32	by	by	ADP
easat-8567	39	33	understanding	understand	VERB
easat-8567	39	34	this	this	DET
easat-8567	39	35	process	process	NOUN
easat-8567	39	36	correctly	correctly	ADV
easat-8567	40	1	[	[	X
easat-8567	40	2	9	9	NUM
easat-8567	40	3	,	,	PUNCT
easat-8567	40	4	10	10	NUM
easat-8567	40	5	]	]	PUNCT
easat-8567	40	6	.	.	PUNCT
easat-8567	41	1	this	this	DET
easat-8567	41	2	paper	paper	NOUN
easat-8567	41	3	will	will	AUX
easat-8567	41	4	provide	provide	VERB
easat-8567	41	5	a	a	DET
easat-8567	41	6	formal	formal	ADJ
easat-8567	41	7	analysis	analysis	NOUN
easat-8567	41	8	of	of	ADP
easat-8567	41	9	ai	ai	PRON
easat-8567	41	10	adoption	adoption	NOUN
easat-8567	41	11	by	by	ADP
easat-8567	41	12	organizations	organization	NOUN
easat-8567	41	13	through	through	ADP
easat-8567	41	14	the	the	DET
easat-8567	41	15	toe	toe	NOUN
easat-8567	41	16	framework	framework	NOUN
easat-8567	41	17	,	,	PUNCT
easat-8567	41	18	acknowledging	acknowledge	VERB
easat-8567	41	19	the	the	DET
easat-8567	41	20	enablers	enabler	NOUN
easat-8567	41	21	and	and	CCONJ
easat-8567	41	22	inhibitors	inhibitor	NOUN
easat-8567	41	23	for	for	ADP
easat-8567	41	24	the	the	DET
easat-8567	41	25	successful	successful	ADJ
easat-8567	41	26	implementation	implementation	NOUN
easat-8567	41	27	of	of	ADP
easat-8567	41	28	ai	ai	PROPN
easat-8567	41	29	technologies	technology	NOUN
easat-8567	41	30	.	.	PUNCT
easat-8567	42	1	based	base	VERB
easat-8567	42	2	on	on	ADP
easat-8567	42	3	real	real	ADJ
easat-8567	42	4	-	-	PUNCT
easat-8567	42	5	life	life	NOUN
easat-8567	42	6	applications	application	NOUN
easat-8567	42	7	and	and	CCONJ
easat-8567	42	8	case	case	NOUN
easat-8567	42	9	studies	study	NOUN
easat-8567	42	10	,	,	PUNCT
easat-8567	42	11	the	the	DET
easat-8567	42	12	study	study	NOUN
easat-8567	42	13	presents	present	VERB
easat-8567	42	14	the	the	DET
easat-8567	42	15	best	good	ADJ
easat-8567	42	16	practice	practice	NOUN
easat-8567	42	17	for	for	ADP
easat-8567	42	18	the	the	DET
easat-8567	42	19	mitigation	mitigation	NOUN
easat-8567	42	20	of	of	ADP
easat-8567	42	21	adoption	adoption	NOUN
easat-8567	42	22	barriers	barrier	NOUN
easat-8567	42	23	.	.	PUNCT
easat-8567	43	1	apart	apart	ADV
easat-8567	43	2	from	from	ADP
easat-8567	43	3	this	this	PRON
easat-8567	43	4	,	,	PUNCT
easat-8567	43	5	this	this	DET
easat-8567	43	6	study	study	NOUN
easat-8567	43	7	highlights	highlight	VERB
easat-8567	43	8	the	the	DET
easat-8567	43	9	strategic	strategic	ADJ
easat-8567	43	10	value	value	NOUN
easat-8567	43	11	of	of	ADP
easat-8567	43	12	workforce	workforce	NOUN
easat-8567	43	13	upskilling	upskilling	NOUN
easat-8567	43	14	,	,	PUNCT
easat-8567	43	15	strategic	strategic	ADJ
easat-8567	43	16	alignment	alignment	NOUN
easat-8567	43	17	,	,	PUNCT
easat-8567	43	18	and	and	CCONJ
easat-8567	43	19	ethical	ethical	ADJ
easat-8567	43	20	ai	ai	ADJ
easat-8567	43	21	governance	governance	NOUN
easat-8567	43	22	for	for	ADP
easat-8567	43	23	the	the	DET
easat-8567	43	24	formation	formation	NOUN
easat-8567	43	25	of	of	ADP
easat-8567	43	26	data	data	NOUN
easat-8567	43	27	-	-	PUNCT
easat-8567	43	28	driven	drive	VERB
easat-8567	43	29	,	,	PUNCT
easat-8567	43	30	ai	ai	AUX
easat-8567	43	31	-	-	PUNCT
easat-8567	43	32	enabled	enable	VERB
easat-8567	43	33	business	business	NOUN
easat-8567	43	34	culture	culture	NOUN
easat-8567	43	35	[	[	X
easat-8567	43	36	11	11	NUM
easat-8567	43	37	,	,	PUNCT
easat-8567	43	38	12	12	NUM
easat-8567	43	39	]	]	PUNCT
easat-8567	43	40	.	.	PUNCT
easat-8567	44	1	based	base	VERB
easat-8567	44	2	on	on	ADP
easat-8567	44	3	this	this	DET
easat-8567	44	4	study	study	NOUN
easat-8567	44	5	,	,	PUNCT
easat-8567	44	6	the	the	DET
easat-8567	44	7	objective	objective	NOUN
easat-8567	44	8	is	be	AUX
easat-8567	44	9	to	to	PART
easat-8567	44	10	enable	enable	VERB
easat-8567	44	11	organizations	organization	NOUN
easat-8567	44	12	to	to	PART
easat-8567	44	13	gain	gain	VERB
easat-8567	44	14	deeper	deep	ADJ
easat-8567	44	15	insights	insight	NOUN
easat-8567	44	16	into	into	ADP
easat-8567	44	17	ai	ai	PRON
easat-8567	44	18	adoption	adoption	NOUN
easat-8567	44	19	forces	force	NOUN
easat-8567	44	20	and	and	CCONJ
easat-8567	44	21	provide	provide	VERB
easat-8567	44	22	concrete	concrete	ADJ
easat-8567	44	23	advice	advice	NOUN
easat-8567	44	24	for	for	ADP
easat-8567	44	25	the	the	DET
easat-8567	44	26	formation	formation	NOUN
easat-8567	44	27	of	of	ADP
easat-8567	44	28	innovative	innovative	ADJ
easat-8567	44	29	and	and	CCONJ
easat-8567	44	30	competitive	competitive	ADJ
easat-8567	44	31	advantages	advantage	NOUN
easat-8567	44	32	for	for	ADP
easat-8567	44	33	the	the	DET
easat-8567	44	34	digital	digital	ADJ
easat-8567	44	35	economy	economy	NOUN
easat-8567	44	36	.	.	PUNCT
easat-8567	45	1	organizations	organization	NOUN
easat-8567	45	2	can	can	AUX
easat-8567	45	3	enhance	enhance	VERB
easat-8567	45	4	efficiency	efficiency	NOUN
easat-8567	45	5	,	,	PUNCT
easat-8567	45	6	generate	generate	VERB
easat-8567	45	7	business	business	NOUN
easat-8567	45	8	growth	growth	NOUN
easat-8567	45	9	,	,	PUNCT
easat-8567	45	10	and	and	CCONJ
easat-8567	45	11	form	form	VERB
easat-8567	45	12	their	their	PRON
easat-8567	45	13	presence	presence	NOUN
easat-8567	45	14	as	as	ADP
easat-8567	45	15	market	market	NOUN
easat-8567	45	16	leaders	leader	NOUN
easat-8567	45	17	for	for	ADP
easat-8567	45	18	the	the	DET
easat-8567	45	19	rapidly	rapidly	ADV
easat-8567	45	20	evolving	evolve	VERB
easat-8567	45	21	tech	tech	NOUN
easat-8567	45	22	environment	environment	NOUN
easat-8567	45	23	by	by	ADP
easat-8567	45	24	incorporating	incorporate	VERB
easat-8567	45	25	ai	ai	INTJ
easat-8567	45	26	and	and	CCONJ
easat-8567	45	27	high	high	ADJ
easat-8567	45	28	analytics	analytic	NOUN
easat-8567	45	29	strategically	strategically	ADV
easat-8567	45	30	.	.	PUNCT
easat-8567	46	1	1.1	1.1	NUM
easat-8567	46	2	.	.	PUNCT
easat-8567	47	1	research	research	NOUN
easat-8567	47	2	contribution	contribution	NOUN
easat-8567	47	3	the	the	DET
easat-8567	47	4	key	key	ADJ
easat-8567	47	5	contribution	contribution	NOUN
easat-8567	47	6	of	of	ADP
easat-8567	47	7	this	this	DET
easat-8567	47	8	research	research	NOUN
easat-8567	47	9	is	be	AUX
easat-8567	47	10	summarized	summarize	VERB
easat-8567	47	11	as	as	SCONJ
easat-8567	47	12	follows	follow	VERB
easat-8567	47	13	:	:	PUNCT
easat-8567	47	14	•	•	ADP
easat-8567	47	15	the	the	DET
easat-8567	47	16	integration	integration	NOUN
easat-8567	47	17	of	of	ADP
easat-8567	47	18	aimm	aimm	NOUN
easat-8567	47	19	within	within	ADP
easat-8567	47	20	the	the	DET
easat-8567	47	21	toe	toe	NOUN
easat-8567	47	22	framework	framework	NOUN
easat-8567	47	23	provides	provide	VERB
easat-8567	47	24	a	a	DET
easat-8567	47	25	structured	structured	ADJ
easat-8567	47	26	ai	ai	NOUN
easat-8567	47	27	adoption	adoption	NOUN
easat-8567	47	28	assessment	assessment	NOUN
easat-8567	47	29	,	,	PUNCT
easat-8567	47	30	covering	cover	VERB
easat-8567	47	31	technological	technological	ADJ
easat-8567	47	32	readiness	readiness	NOUN
easat-8567	47	33	,	,	PUNCT
easat-8567	47	34	leadership	leadership	NOUN
easat-8567	47	35	support	support	NOUN
easat-8567	47	36	,	,	PUNCT
easat-8567	47	37	and	and	CCONJ
easat-8567	47	38	regulatory	regulatory	ADJ
easat-8567	47	39	compliance	compliance	NOUN
easat-8567	47	40	.	.	PUNCT
easat-8567	48	1	•	•	NOUN
easat-8567	48	2	the	the	DET
easat-8567	48	3	study	study	NOUN
easat-8567	48	4	pursues	pursue	VERB
easat-8567	48	5	a	a	DET
easat-8567	48	6	two	two	NUM
easat-8567	48	7	-	-	PUNCT
easat-8567	48	8	fold	fold	ADJ
easat-8567	48	9	approach	approach	NOUN
easat-8567	48	10	,	,	PUNCT
easat-8567	48	11	embracing	embrace	VERB
easat-8567	48	12	thematic	thematic	ADJ
easat-8567	48	13	analysis	analysis	NOUN
easat-8567	48	14	for	for	ADP
easat-8567	48	15	qualitative	qualitative	ADJ
easat-8567	48	16	analysis	analysis	NOUN
easat-8567	48	17	and	and	CCONJ
easat-8567	48	18	ai	ai	VERB
easat-8567	48	19	maturity	maturity	NOUN
easat-8567	48	20	assessment	assessment	NOUN
easat-8567	48	21	for	for	ADP
easat-8567	48	22	quantitative	quantitative	ADJ
easat-8567	48	23	analysis	analysis	NOUN
easat-8567	48	24	,	,	PUNCT
easat-8567	48	25	which	which	PRON
easat-8567	48	26	allows	allow	VERB
easat-8567	48	27	organizations	organization	NOUN
easat-8567	48	28	to	to	PART
easat-8567	48	29	measure	measure	VERB
easat-8567	48	30	ai	ai	VERB
easat-8567	48	31	adoption	adoption	NOUN
easat-8567	48	32	success	success	NOUN
easat-8567	48	33	.	.	PUNCT
easat-8567	49	1	•	•	NOUN
easat-8567	49	2	through	through	ADP
easat-8567	49	3	analysis	analysis	NOUN
easat-8567	49	4	of	of	ADP
easat-8567	49	5	ai	ai	ADJ
easat-8567	49	6	adoption	adoption	NOUN
easat-8567	49	7	trends	trend	NOUN
easat-8567	49	8	in	in	ADP
easat-8567	49	9	finance	finance	NOUN
easat-8567	49	10	,	,	PUNCT
easat-8567	49	11	healthcare	healthcare	PROPN
easat-8567	49	12	,	,	PUNCT
easat-8567	49	13	manufacturing	manufacturing	NOUN
easat-8567	49	14	,	,	PUNCT
easat-8567	49	15	and	and	CCONJ
easat-8567	49	16	retail	retail	NOUN
easat-8567	49	17	,	,	PUNCT
easat-8567	49	18	the	the	DET
easat-8567	49	19	report	report	NOUN
easat-8567	49	20	offers	offer	VERB
easat-8567	49	21	industry	industry	NOUN
easat-8567	49	22	-	-	PUNCT
easat-8567	49	23	specific	specific	ADJ
easat-8567	49	24	benchmarking	benchmarking	NOUN
easat-8567	49	25	and	and	CCONJ
easat-8567	49	26	strategic	strategic	ADJ
easat-8567	49	27	recommendations	recommendation	NOUN
easat-8567	49	28	in	in	ADP
easat-8567	49	29	support	support	NOUN
easat-8567	49	30	of	of	ADP
easat-8567	49	31	saudi	saudi	PROPN
easat-8567	49	32	arabia	arabia	PROPN
easat-8567	49	33	's	's	PART
easat-8567	49	34	vision	vision	NOUN
easat-8567	49	35	2030	2030	NUM
easat-8567	49	36	ai	ai	VERB
easat-8567	49	37	strategy	strategy	NOUN
easat-8567	49	38	.	.	PUNCT
easat-8567	50	1	314	314	NUM
easat-8567	50	2	edelweiss	edelweiss	PROPN
easat-8567	50	3	applied	apply	VERB
easat-8567	50	4	science	science	NOUN
easat-8567	50	5	and	and	CCONJ
easat-8567	50	6	technology	technology	NOUN
easat-8567	50	7	issn	issn	PROPN
easat-8567	50	8	:	:	PUNCT
easat-8567	50	9	2576	2576	NUM
easat-8567	50	10	-	-	SYM
easat-8567	50	11	8484	8484	NUM
easat-8567	50	12	vol	vol	NOUN
easat-8567	50	13	.	.	PROPN
easat-8567	51	1	9	9	NUM
easat-8567	51	2	,	,	PUNCT
easat-8567	51	3	no	no	INTJ
easat-8567	51	4	.	.	NOUN
easat-8567	52	1	7	7	NUM
easat-8567	52	2	:	:	SYM
easat-8567	52	3	312	312	NUM
easat-8567	52	4	-	-	SYM
easat-8567	52	5	325	325	NUM
easat-8567	52	6	,	,	PUNCT
easat-8567	52	7	2025	2025	NUM
easat-8567	52	8	doi	doi	NOUN
easat-8567	52	9	:	:	PUNCT
easat-8567	52	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	52	11	©	©	PROPN
easat-8567	52	12	2025	2025	NUM
easat-8567	52	13	by	by	ADP
easat-8567	52	14	the	the	DET
easat-8567	52	15	author	author	NOUN
easat-8567	52	16	;	;	PUNCT
easat-8567	52	17	licensee	licensee	PROPN
easat-8567	52	18	learning	learning	NOUN
easat-8567	52	19	gate	gate	NOUN
easat-8567	52	20	2	2	NUM
easat-8567	52	21	.	.	PUNCT
easat-8567	53	1	literature	literature	NOUN
easat-8567	53	2	review	review	VERB
easat-8567	53	3	the	the	DET
easat-8567	53	4	integration	integration	NOUN
easat-8567	53	5	of	of	ADP
easat-8567	53	6	advanced	advanced	ADJ
easat-8567	53	7	technologies	technology	NOUN
easat-8567	53	8	such	such	ADJ
easat-8567	53	9	as	as	ADP
easat-8567	53	10	artificial	artificial	ADJ
easat-8567	53	11	intelligence	intelligence	NOUN
easat-8567	53	12	(	(	PUNCT
easat-8567	53	13	ai	ai	NOUN
easat-8567	53	14	)	)	PUNCT
easat-8567	53	15	and	and	CCONJ
easat-8567	53	16	big	big	ADJ
easat-8567	53	17	data	datum	NOUN
easat-8567	53	18	analytics	analytic	NOUN
easat-8567	53	19	(	(	PUNCT
easat-8567	53	20	bda	bda	PROPN
easat-8567	53	21	)	)	PUNCT
easat-8567	53	22	has	have	AUX
easat-8567	53	23	been	be	AUX
easat-8567	53	24	observed	observe	VERB
easat-8567	53	25	and	and	CCONJ
easat-8567	53	26	increasingly	increasingly	ADV
easat-8567	53	27	recognized	recognize	VERB
easat-8567	53	28	as	as	ADP
easat-8567	53	29	a	a	DET
easat-8567	53	30	transformative	transformative	ADJ
easat-8567	53	31	force	force	NOUN
easat-8567	53	32	across	across	ADP
easat-8567	53	33	various	various	ADJ
easat-8567	53	34	industries	industry	NOUN
easat-8567	54	1	[	[	X
easat-8567	54	2	11	11	NUM
easat-8567	54	3	]	]	PUNCT
easat-8567	54	4	.	.	PUNCT
easat-8567	55	1	a	a	DET
easat-8567	55	2	growing	grow	VERB
easat-8567	55	3	body	body	NOUN
easat-8567	55	4	of	of	ADP
easat-8567	55	5	research	research	NOUN
easat-8567	55	6	emphasizes	emphasize	VERB
easat-8567	55	7	how	how	SCONJ
easat-8567	55	8	generative	generative	ADJ
easat-8567	55	9	ai	ai	PROPN
easat-8567	55	10	platforms	platform	NOUN
easat-8567	55	11	,	,	PUNCT
easat-8567	55	12	like	like	ADP
easat-8567	55	13	chatgpt	chatgpt	NOUN
easat-8567	55	14	,	,	PUNCT
easat-8567	55	15	can	can	AUX
easat-8567	55	16	serve	serve	VERB
easat-8567	55	17	as	as	ADP
easat-8567	55	18	an	an	DET
easat-8567	55	19	enabler	enabler	NOUN
easat-8567	55	20	of	of	ADP
easat-8567	55	21	both	both	PRON
easat-8567	55	22	operational	operational	ADJ
easat-8567	55	23	efficiency	efficiency	NOUN
easat-8567	55	24	and	and	CCONJ
easat-8567	55	25	environmental	environmental	ADJ
easat-8567	55	26	stewardship	stewardship	NOUN
easat-8567	55	27	.	.	PUNCT
easat-8567	56	1	evidence	evidence	NOUN
easat-8567	56	2	from	from	ADP
easat-8567	56	3	recent	recent	ADJ
easat-8567	56	4	investigations	investigation	NOUN
easat-8567	56	5	suggests	suggest	VERB
easat-8567	56	6	that	that	SCONJ
easat-8567	56	7	multiple	multiple	ADJ
easat-8567	56	8	organizational	organizational	ADJ
easat-8567	56	9	dimensions	dimension	NOUN
easat-8567	56	10	—	—	PUNCT
easat-8567	56	11	including	include	VERB
easat-8567	56	12	technology	technology	NOUN
easat-8567	56	13	infrastructure	infrastructure	NOUN
easat-8567	56	14	,	,	PUNCT
easat-8567	56	15	internal	internal	ADJ
easat-8567	56	16	capabilities	capability	NOUN
easat-8567	56	17	,	,	PUNCT
easat-8567	56	18	and	and	CCONJ
easat-8567	56	19	external	external	ADJ
easat-8567	56	20	influences	influence	NOUN
easat-8567	56	21	—	—	PUNCT
easat-8567	56	22	play	play	VERB
easat-8567	56	23	a	a	DET
easat-8567	56	24	vital	vital	ADJ
easat-8567	56	25	role	role	NOUN
easat-8567	56	26	in	in	ADP
easat-8567	56	27	shaping	shape	VERB
easat-8567	56	28	the	the	DET
easat-8567	56	29	extent	extent	NOUN
easat-8567	56	30	to	to	PART
easat-8567	56	31	which	which	PRON
easat-8567	56	32	these	these	DET
easat-8567	56	33	tools	tool	NOUN
easat-8567	56	34	are	be	AUX
easat-8567	56	35	adopted	adopt	VERB
easat-8567	56	36	within	within	ADP
easat-8567	56	37	professional	professional	ADJ
easat-8567	56	38	settings	setting	NOUN
easat-8567	56	39	.	.	PUNCT
easat-8567	57	1	these	these	DET
easat-8567	57	2	enabling	enable	VERB
easat-8567	57	3	conditions	condition	NOUN
easat-8567	57	4	collectively	collectively	ADV
easat-8567	57	5	determine	determine	VERB
easat-8567	57	6	the	the	DET
easat-8567	57	7	influence	influence	NOUN
easat-8567	57	8	of	of	ADP
easat-8567	57	9	ai	ai	ADJ
easat-8567	57	10	-	-	PUNCT
easat-8567	57	11	enabled	enable	VERB
easat-8567	57	12	analytics	analytic	NOUN
easat-8567	57	13	on	on	ADP
easat-8567	57	14	business	business	NOUN
easat-8567	57	15	outcomes	outcome	NOUN
easat-8567	57	16	.	.	PUNCT
easat-8567	58	1	another	another	DET
easat-8567	58	2	study	study	NOUN
easat-8567	58	3	focusing	focus	VERB
easat-8567	58	4	on	on	ADP
easat-8567	58	5	professionals	professional	NOUN
easat-8567	58	6	in	in	ADP
easat-8567	58	7	taiwan	taiwan	PROPN
easat-8567	58	8	highlights	highlight	VERB
easat-8567	58	9	the	the	DET
easat-8567	58	10	substantial	substantial	ADJ
easat-8567	58	11	connection	connection	NOUN
easat-8567	58	12	between	between	ADP
easat-8567	58	13	ai	ai	PRON
easat-8567	58	14	usage	usage	NOUN
easat-8567	58	15	and	and	CCONJ
easat-8567	58	16	improved	improve	VERB
easat-8567	58	17	environmental	environmental	ADJ
easat-8567	58	18	and	and	CCONJ
easat-8567	58	19	operational	operational	ADJ
easat-8567	58	20	outcomes	outcome	NOUN
easat-8567	58	21	.	.	PUNCT
easat-8567	59	1	the	the	DET
easat-8567	59	2	findings	finding	NOUN
easat-8567	59	3	suggest	suggest	VERB
easat-8567	59	4	that	that	SCONJ
easat-8567	59	5	when	when	SCONJ
easat-8567	59	6	organizations	organization	NOUN
easat-8567	59	7	possess	possess	VERB
easat-8567	59	8	the	the	DET
easat-8567	59	9	necessary	necessary	ADJ
easat-8567	59	10	resources	resource	NOUN
easat-8567	59	11	and	and	CCONJ
easat-8567	59	12	skills	skill	NOUN
easat-8567	59	13	,	,	PUNCT
easat-8567	59	14	and	and	CCONJ
easat-8567	59	15	operate	operate	VERB
easat-8567	59	16	within	within	ADP
easat-8567	59	17	conducive	conducive	ADJ
easat-8567	59	18	environmental	environmental	ADJ
easat-8567	59	19	and	and	CCONJ
easat-8567	59	20	institutional	institutional	ADJ
easat-8567	59	21	frameworks	framework	NOUN
easat-8567	59	22	,	,	PUNCT
easat-8567	59	23	ai	ai	VERB
easat-8567	59	24	tools	tool	NOUN
easat-8567	59	25	like	like	ADP
easat-8567	59	26	chatgpt	chatgpt	NOUN
easat-8567	59	27	can	can	AUX
easat-8567	59	28	support	support	VERB
easat-8567	59	29	sustainable	sustainable	ADJ
easat-8567	59	30	and	and	CCONJ
easat-8567	59	31	efficient	efficient	ADJ
easat-8567	59	32	operations	operation	NOUN
easat-8567	59	33	.	.	PUNCT
easat-8567	60	1	furthermore	furthermore	ADV
easat-8567	60	2	,	,	PUNCT
easat-8567	60	3	the	the	DET
easat-8567	60	4	ability	ability	NOUN
easat-8567	60	5	to	to	PART
easat-8567	60	6	embed	embed	VERB
easat-8567	60	7	environmental	environmental	ADJ
easat-8567	60	8	considerations	consideration	NOUN
easat-8567	60	9	into	into	ADP
easat-8567	60	10	business	business	NOUN
easat-8567	60	11	processes	process	NOUN
easat-8567	60	12	was	be	AUX
easat-8567	60	13	shown	show	VERB
easat-8567	60	14	to	to	PART
easat-8567	60	15	enhance	enhance	VERB
easat-8567	60	16	ecological	ecological	ADJ
easat-8567	60	17	performance	performance	NOUN
easat-8567	60	18	,	,	PUNCT
easat-8567	60	19	reinforcing	reinforce	VERB
easat-8567	60	20	the	the	DET
easat-8567	60	21	synergy	synergy	NOUN
easat-8567	60	22	between	between	ADP
easat-8567	60	23	digital	digital	ADJ
easat-8567	60	24	transformation	transformation	NOUN
easat-8567	60	25	and	and	CCONJ
easat-8567	60	26	environmental	environmental	ADJ
easat-8567	60	27	integration	integration	NOUN
easat-8567	60	28	.	.	PUNCT
easat-8567	61	1	another	another	DET
easat-8567	61	2	stream	stream	NOUN
easat-8567	61	3	of	of	ADP
easat-8567	61	4	research	research	NOUN
easat-8567	61	5	,	,	PUNCT
easat-8567	61	6	centered	center	VERB
easat-8567	61	7	on	on	ADP
easat-8567	61	8	firms	firm	NOUN
easat-8567	61	9	of	of	ADP
easat-8567	61	10	varying	vary	VERB
easat-8567	61	11	sizes	size	NOUN
easat-8567	61	12	,	,	PUNCT
easat-8567	61	13	reveals	reveal	VERB
easat-8567	61	14	the	the	DET
easat-8567	61	15	differential	differential	ADJ
easat-8567	61	16	impact	impact	NOUN
easat-8567	61	17	of	of	ADP
easat-8567	61	18	ai	ai	VERB
easat-8567	61	19	depending	depend	VERB
easat-8567	61	20	on	on	ADP
easat-8567	61	21	company	company	NOUN
easat-8567	61	22	scale	scale	NOUN
easat-8567	61	23	[	[	X
easat-8567	61	24	13	13	NUM
easat-8567	61	25	]	]	PUNCT
easat-8567	61	26	.	.	PUNCT
easat-8567	62	1	by	by	ADP
easat-8567	62	2	comparing	compare	VERB
easat-8567	62	3	small	small	ADJ
easat-8567	62	4	and	and	CCONJ
easat-8567	62	5	medium	medium	ADJ
easat-8567	62	6	-	-	PUNCT
easat-8567	62	7	sized	sized	ADJ
easat-8567	62	8	enterprises	enterprise	NOUN
easat-8567	62	9	(	(	PUNCT
easat-8567	62	10	smes	sme	NOUN
easat-8567	62	11	)	)	PUNCT
easat-8567	62	12	,	,	PUNCT
easat-8567	62	13	it	it	PRON
easat-8567	62	14	was	be	AUX
easat-8567	62	15	observed	observe	VERB
easat-8567	62	16	that	that	SCONJ
easat-8567	62	17	medium	medium	ADJ
easat-8567	62	18	-	-	PUNCT
easat-8567	62	19	sized	sized	ADJ
easat-8567	62	20	firms	firm	NOUN
easat-8567	62	21	tend	tend	VERB
easat-8567	62	22	to	to	PART
easat-8567	62	23	gain	gain	VERB
easat-8567	62	24	more	more	ADJ
easat-8567	62	25	from	from	ADP
easat-8567	62	26	ai	ai	PRON
easat-8567	62	27	adoption	adoption	NOUN
easat-8567	62	28	,	,	PUNCT
easat-8567	62	29	especially	especially	ADV
easat-8567	62	30	when	when	SCONJ
easat-8567	62	31	technological	technological	ADJ
easat-8567	62	32	benefits	benefit	NOUN
easat-8567	62	33	are	be	AUX
easat-8567	62	34	evident	evident	ADJ
easat-8567	62	35	and	and	CCONJ
easat-8567	62	36	aligned	align	VERB
easat-8567	62	37	with	with	ADP
easat-8567	62	38	market	market	NOUN
easat-8567	62	39	needs	need	NOUN
easat-8567	62	40	.	.	PUNCT
easat-8567	63	1	this	this	DET
easat-8567	63	2	comparative	comparative	ADJ
easat-8567	63	3	analysis	analysis	NOUN
easat-8567	63	4	also	also	ADV
easat-8567	63	5	underlines	underline	VERB
easat-8567	63	6	the	the	DET
easat-8567	63	7	moderating	moderate	VERB
easat-8567	63	8	role	role	NOUN
easat-8567	63	9	of	of	ADP
easat-8567	63	10	firm	firm	ADJ
easat-8567	63	11	size	size	NOUN
easat-8567	63	12	in	in	ADP
easat-8567	63	13	the	the	DET
easat-8567	63	14	relationship	relationship	NOUN
easat-8567	63	15	between	between	ADP
easat-8567	63	16	adoption	adoption	NOUN
easat-8567	63	17	drivers	driver	NOUN
easat-8567	63	18	and	and	CCONJ
easat-8567	63	19	performance	performance	NOUN
easat-8567	63	20	outcomes	outcome	NOUN
easat-8567	63	21	,	,	PUNCT
easat-8567	63	22	suggesting	suggest	VERB
easat-8567	63	23	that	that	SCONJ
easat-8567	63	24	tailored	tailor	VERB
easat-8567	63	25	strategies	strategy	NOUN
easat-8567	63	26	may	may	AUX
easat-8567	63	27	be	be	AUX
easat-8567	63	28	required	require	VERB
easat-8567	63	29	for	for	ADP
easat-8567	63	30	different	different	ADJ
easat-8567	63	31	organizational	organizational	ADJ
easat-8567	63	32	contexts	contexts	NOUN
easat-8567	63	33	.	.	PUNCT
easat-8567	64	1	within	within	ADP
easat-8567	64	2	the	the	DET
easat-8567	64	3	broader	broad	ADJ
easat-8567	64	4	framework	framework	NOUN
easat-8567	64	5	of	of	ADP
easat-8567	64	6	industry	industry	NOUN
easat-8567	64	7	4.0	4.0	NUM
easat-8567	64	8	,	,	PUNCT
easat-8567	64	9	intelligent	intelligent	ADJ
easat-8567	64	10	data	datum	NOUN
easat-8567	64	11	systems	system	NOUN
easat-8567	64	12	and	and	CCONJ
easat-8567	64	13	predictive	predictive	ADJ
easat-8567	64	14	capabilities	capability	NOUN
easat-8567	64	15	are	be	AUX
easat-8567	64	16	reshaping	reshape	VERB
easat-8567	64	17	how	how	SCONJ
easat-8567	64	18	managers	manager	NOUN
easat-8567	64	19	make	make	VERB
easat-8567	64	20	decisions	decision	NOUN
easat-8567	64	21	and	and	CCONJ
easat-8567	64	22	respond	respond	VERB
easat-8567	64	23	to	to	ADP
easat-8567	64	24	evolving	evolve	VERB
easat-8567	64	25	economic	economic	ADJ
easat-8567	64	26	pressures	pressure	NOUN
easat-8567	64	27	[	[	X
easat-8567	64	28	14	14	NUM
easat-8567	64	29	]	]	PUNCT
easat-8567	64	30	.	.	PUNCT
easat-8567	65	1	research	research	NOUN
easat-8567	65	2	conducted	conduct	VERB
easat-8567	65	3	in	in	ADP
easat-8567	65	4	china	china	PROPN
easat-8567	65	5	,	,	PUNCT
easat-8567	65	6	involving	involve	VERB
easat-8567	65	7	both	both	DET
easat-8567	65	8	qualitative	qualitative	ADJ
easat-8567	65	9	interviews	interview	NOUN
easat-8567	65	10	and	and	CCONJ
easat-8567	65	11	quantitative	quantitative	ADJ
easat-8567	65	12	surveys	survey	NOUN
easat-8567	65	13	,	,	PUNCT
easat-8567	65	14	points	point	VERB
easat-8567	65	15	to	to	ADP
easat-8567	65	16	ai	ai	VERB
easat-8567	65	17	-	-	PUNCT
easat-8567	65	18	powered	power	VERB
easat-8567	65	19	analytics	analytic	NOUN
easat-8567	65	20	,	,	PUNCT
easat-8567	65	21	smart	smart	ADJ
easat-8567	65	22	sensors	sensor	NOUN
easat-8567	65	23	,	,	PUNCT
easat-8567	65	24	and	and	CCONJ
easat-8567	65	25	related	related	ADJ
easat-8567	65	26	technologies	technology	NOUN
easat-8567	65	27	as	as	ADP
easat-8567	65	28	the	the	DET
easat-8567	65	29	most	most	ADV
easat-8567	65	30	impactful	impactful	ADJ
easat-8567	65	31	tools	tool	NOUN
easat-8567	65	32	for	for	ADP
easat-8567	65	33	promoting	promote	VERB
easat-8567	65	34	both	both	PRON
easat-8567	65	35	economic	economic	ADJ
easat-8567	65	36	gains	gain	NOUN
easat-8567	65	37	and	and	CCONJ
easat-8567	65	38	environmental	environmental	ADJ
easat-8567	65	39	responsibility	responsibility	NOUN
easat-8567	65	40	.	.	PUNCT
easat-8567	66	1	however	however	ADV
easat-8567	66	2	,	,	PUNCT
easat-8567	66	3	the	the	DET
easat-8567	66	4	study	study	NOUN
easat-8567	66	5	also	also	ADV
easat-8567	66	6	uncovers	uncover	NOUN
easat-8567	66	7	barriers	barrier	NOUN
easat-8567	66	8	such	such	ADJ
easat-8567	66	9	as	as	ADP
easat-8567	66	10	limited	limited	ADJ
easat-8567	66	11	understanding	understanding	NOUN
easat-8567	66	12	of	of	ADP
easat-8567	66	13	ai	ai	ADJ
easat-8567	66	14	tools	tool	NOUN
easat-8567	66	15	and	and	CCONJ
easat-8567	66	16	concerns	concern	NOUN
easat-8567	66	17	around	around	ADP
easat-8567	66	18	e	e	NOUN
easat-8567	66	19	-	-	NOUN
easat-8567	66	20	waste	waste	NOUN
easat-8567	66	21	and	and	CCONJ
easat-8567	66	22	sustainability	sustainability	NOUN
easat-8567	66	23	,	,	PUNCT
easat-8567	66	24	signaling	signal	VERB
easat-8567	66	25	the	the	DET
easat-8567	66	26	need	need	NOUN
easat-8567	66	27	for	for	ADP
easat-8567	66	28	enhanced	enhanced	ADJ
easat-8567	66	29	awareness	awareness	NOUN
easat-8567	66	30	and	and	CCONJ
easat-8567	66	31	responsible	responsible	ADJ
easat-8567	66	32	innovation	innovation	NOUN
easat-8567	66	33	.	.	PUNCT
easat-8567	67	1	another	another	DET
easat-8567	67	2	,	,	PUNCT
easat-8567	67	3	emerging	emerge	VERB
easat-8567	67	4	research	research	NOUN
easat-8567	67	5	based	base	VERB
easat-8567	67	6	on	on	ADP
easat-8567	67	7	conversational	conversational	ADJ
easat-8567	67	8	data	datum	NOUN
easat-8567	67	9	and	and	CCONJ
easat-8567	67	10	organizational	organizational	ADJ
easat-8567	67	11	feedback	feedback	NOUN
easat-8567	67	12	identifies	identify	VERB
easat-8567	67	13	a	a	DET
easat-8567	67	14	range	range	NOUN
easat-8567	67	15	of	of	ADP
easat-8567	67	16	human	human	NOUN
easat-8567	67	17	-	-	PUNCT
easat-8567	67	18	centered	center	VERB
easat-8567	67	19	and	and	CCONJ
easat-8567	67	20	experiential	experiential	ADJ
easat-8567	67	21	factors	factor	NOUN
easat-8567	67	22	—	—	PUNCT
easat-8567	67	23	such	such	ADJ
easat-8567	67	24	as	as	ADP
easat-8567	67	25	adaptability	adaptability	NOUN
easat-8567	67	26	,	,	PUNCT
easat-8567	67	27	innovation	innovation	NOUN
easat-8567	67	28	potential	potential	NOUN
easat-8567	67	29	,	,	PUNCT
easat-8567	67	30	emotional	emotional	ADJ
easat-8567	67	31	response	response	NOUN
easat-8567	67	32	,	,	PUNCT
easat-8567	67	33	and	and	CCONJ
easat-8567	67	34	fear	fear	NOUN
easat-8567	67	35	of	of	ADP
easat-8567	67	36	failure	failure	NOUN
easat-8567	67	37	—	—	PUNCT
easat-8567	67	38	that	that	PRON
easat-8567	67	39	affect	affect	VERB
easat-8567	67	40	the	the	DET
easat-8567	67	41	pace	pace	NOUN
easat-8567	67	42	and	and	CCONJ
easat-8567	67	43	quality	quality	NOUN
easat-8567	67	44	of	of	ADP
easat-8567	67	45	ai	ai	ADJ
easat-8567	67	46	integration	integration	NOUN
easat-8567	67	47	within	within	ADP
easat-8567	67	48	teams	team	NOUN
easat-8567	67	49	[	[	X
easat-8567	67	50	15	15	NUM
easat-8567	67	51	]	]	PUNCT
easat-8567	67	52	.	.	PUNCT
easat-8567	68	1	these	these	DET
easat-8567	68	2	insights	insight	NOUN
easat-8567	68	3	help	help	VERB
easat-8567	68	4	form	form	VERB
easat-8567	68	5	a	a	DET
easat-8567	68	6	practical	practical	ADJ
easat-8567	68	7	guide	guide	NOUN
easat-8567	68	8	for	for	ADP
easat-8567	68	9	practitioners	practitioner	NOUN
easat-8567	68	10	looking	look	VERB
easat-8567	68	11	to	to	PART
easat-8567	68	12	navigate	navigate	VERB
easat-8567	68	13	the	the	DET
easat-8567	68	14	opportunities	opportunity	NOUN
easat-8567	68	15	and	and	CCONJ
easat-8567	68	16	obstacles	obstacle	NOUN
easat-8567	68	17	of	of	ADP
easat-8567	68	18	ai	ai	ADJ
easat-8567	68	19	implementation	implementation	NOUN
easat-8567	68	20	,	,	PUNCT
easat-8567	68	21	further	far	ADV
easat-8567	68	22	enriching	enrich	VERB
easat-8567	68	23	the	the	DET
easat-8567	68	24	strategic	strategic	ADJ
easat-8567	68	25	discourse	discourse	NOUN
easat-8567	68	26	on	on	ADP
easat-8567	68	27	digital	digital	ADJ
easat-8567	68	28	transformation	transformation	NOUN
easat-8567	68	29	.	.	PUNCT
easat-8567	69	1	together	together	ADV
easat-8567	69	2	,	,	PUNCT
easat-8567	69	3	these	these	DET
easat-8567	69	4	studies	study	NOUN
easat-8567	69	5	underscore	underscore	VERB
easat-8567	69	6	the	the	DET
easat-8567	69	7	multifaceted	multifaceted	ADJ
easat-8567	69	8	nature	nature	NOUN
easat-8567	69	9	of	of	ADP
easat-8567	69	10	ai	ai	NOUN
easat-8567	69	11	and	and	CCONJ
easat-8567	69	12	bda	bda	NOUN
easat-8567	69	13	adoption	adoption	NOUN
easat-8567	69	14	,	,	PUNCT
easat-8567	69	15	demonstrating	demonstrate	VERB
easat-8567	69	16	that	that	SCONJ
easat-8567	69	17	their	their	PRON
easat-8567	69	18	influence	influence	NOUN
easat-8567	69	19	is	be	AUX
easat-8567	69	20	not	not	PART
easat-8567	69	21	only	only	ADV
easat-8567	69	22	technological	technological	ADJ
easat-8567	69	23	but	but	CCONJ
easat-8567	69	24	also	also	ADV
easat-8567	69	25	organizational	organizational	ADJ
easat-8567	69	26	,	,	PUNCT
easat-8567	69	27	environmental	environmental	ADJ
easat-8567	69	28	,	,	PUNCT
easat-8567	69	29	and	and	CCONJ
easat-8567	69	30	psychological	psychological	ADJ
easat-8567	69	31	.	.	PUNCT
easat-8567	70	1	the	the	DET
easat-8567	70	2	literature	literature	NOUN
easat-8567	70	3	establishes	establish	VERB
easat-8567	70	4	a	a	DET
easat-8567	70	5	solid	solid	ADJ
easat-8567	70	6	foundation	foundation	NOUN
easat-8567	70	7	for	for	ADP
easat-8567	70	8	exploring	explore	VERB
easat-8567	70	9	how	how	SCONJ
easat-8567	70	10	generative	generative	ADJ
easat-8567	70	11	ai	ai	NOUN
easat-8567	70	12	platforms	platform	NOUN
easat-8567	70	13	can	can	AUX
easat-8567	70	14	serve	serve	VERB
easat-8567	70	15	as	as	ADP
easat-8567	70	16	catalysts	catalyst	NOUN
easat-8567	70	17	for	for	ADP
easat-8567	70	18	both	both	PRON
easat-8567	70	19	operational	operational	ADJ
easat-8567	70	20	success	success	NOUN
easat-8567	70	21	and	and	CCONJ
easat-8567	70	22	environmental	environmental	ADJ
easat-8567	70	23	accountability	accountability	NOUN
easat-8567	70	24	.	.	PUNCT
easat-8567	71	1	3	3	X
easat-8567	71	2	.	.	NUM
easat-8567	71	3	proposed	propose	VERB
easat-8567	71	4	methodology	methodology	NOUN
easat-8567	71	5	this	this	DET
easat-8567	71	6	study	study	NOUN
easat-8567	71	7	adopts	adopt	VERB
easat-8567	71	8	a	a	DET
easat-8567	71	9	qualitative	qualitative	ADJ
easat-8567	71	10	research	research	NOUN
easat-8567	71	11	design	design	NOUN
easat-8567	71	12	to	to	PART
easat-8567	71	13	explore	explore	VERB
easat-8567	71	14	ai	ai	VERB
easat-8567	71	15	and	and	CCONJ
easat-8567	71	16	advanced	advanced	ADJ
easat-8567	71	17	analytics	analytic	NOUN
easat-8567	71	18	adoption	adoption	NOUN
easat-8567	71	19	within	within	ADP
easat-8567	71	20	organizations	organization	NOUN
easat-8567	71	21	using	use	VERB
easat-8567	71	22	the	the	DET
easat-8567	71	23	technological	technological	ADJ
easat-8567	71	24	-	-	PUNCT
easat-8567	71	25	organizational	organizational	ADJ
easat-8567	71	26	-	-	PUNCT
easat-8567	71	27	environmental	environmental	ADJ
easat-8567	71	28	(	(	PUNCT
easat-8567	71	29	toe	toe	NOUN
easat-8567	71	30	)	)	PUNCT
easat-8567	71	31	framework	framework	NOUN
easat-8567	71	32	.	.	PUNCT
easat-8567	72	1	this	this	DET
easat-8567	72	2	research	research	NOUN
easat-8567	72	3	design	design	NOUN
easat-8567	72	4	is	be	AUX
easat-8567	72	5	suitable	suitable	ADJ
easat-8567	72	6	as	as	SCONJ
easat-8567	72	7	it	it	PRON
easat-8567	72	8	allows	allow	VERB
easat-8567	72	9	for	for	ADP
easat-8567	72	10	an	an	DET
easat-8567	72	11	in	in	ADP
easat-8567	72	12	-	-	PUNCT
easat-8567	72	13	depth	depth	NOUN
easat-8567	72	14	understanding	understanding	NOUN
easat-8567	72	15	of	of	ADP
easat-8567	72	16	how	how	SCONJ
easat-8567	72	17	organizations	organization	NOUN
easat-8567	72	18	assess	assess	VERB
easat-8567	72	19	,	,	PUNCT
easat-8567	72	20	implement	implement	VERB
easat-8567	72	21	,	,	PUNCT
easat-8567	72	22	and	and	CCONJ
easat-8567	72	23	integrate	integrate	VERB
easat-8567	72	24	ai	ai	NOUN
easat-8567	72	25	-	-	PUNCT
easat-8567	72	26	driven	drive	VERB
easat-8567	72	27	solutions	solution	NOUN
easat-8567	72	28	,	,	PUNCT
easat-8567	72	29	considering	consider	VERB
easat-8567	72	30	internal	internal	ADJ
easat-8567	72	31	and	and	CCONJ
easat-8567	72	32	external	external	ADJ
easat-8567	72	33	factors	factor	NOUN
easat-8567	72	34	that	that	PRON
easat-8567	72	35	influence	influence	VERB
easat-8567	72	36	adoption	adoption	NOUN
easat-8567	72	37	.	.	PUNCT
easat-8567	73	1	3.1	3.1	NUM
easat-8567	73	2	.	.	PUNCT
easat-8567	73	3	data	datum	NOUN
easat-8567	73	4	collection	collection	NOUN
easat-8567	74	1	a	a	DET
easat-8567	74	2	case	case	NOUN
easat-8567	74	3	study	study	NOUN
easat-8567	74	4	approach	approach	NOUN
easat-8567	74	5	is	be	AUX
easat-8567	74	6	employed	employ	VERB
easat-8567	74	7	to	to	PART
easat-8567	74	8	collect	collect	VERB
easat-8567	74	9	data	datum	NOUN
easat-8567	74	10	from	from	ADP
easat-8567	74	11	multiple	multiple	ADJ
easat-8567	74	12	organizations	organization	NOUN
easat-8567	74	13	across	across	ADP
easat-8567	74	14	various	various	ADJ
easat-8567	74	15	industries	industry	NOUN
easat-8567	74	16	,	,	PUNCT
easat-8567	74	17	enabling	enable	VERB
easat-8567	74	18	a	a	DET
easat-8567	74	19	comparative	comparative	ADJ
easat-8567	74	20	analysis	analysis	NOUN
easat-8567	74	21	of	of	ADP
easat-8567	74	22	ai	ai	PRON
easat-8567	74	23	readiness	readiness	NOUN
easat-8567	74	24	and	and	CCONJ
easat-8567	74	25	adoption	adoption	NOUN
easat-8567	74	26	challenges	challenge	NOUN
easat-8567	74	27	.	.	PUNCT
easat-8567	75	1	the	the	DET
easat-8567	75	2	study	study	NOUN
easat-8567	75	3	uses	use	VERB
easat-8567	75	4	semi	semi	ADJ
easat-8567	75	5	-	-	ADJ
easat-8567	75	6	structured	structured	ADJ
easat-8567	75	7	interviews	interview	NOUN
easat-8567	75	8	,	,	PUNCT
easat-8567	75	9	document	document	NOUN
easat-8567	75	10	analysis	analysis	NOUN
easat-8567	75	11	,	,	PUNCT
easat-8567	75	12	and	and	CCONJ
easat-8567	75	13	secondary	secondary	ADJ
easat-8567	75	14	data	datum	NOUN
easat-8567	75	15	sources	source	NOUN
easat-8567	75	16	to	to	PART
easat-8567	75	17	gather	gather	VERB
easat-8567	75	18	insights	insight	NOUN
easat-8567	75	19	from	from	ADP
easat-8567	75	20	key	key	ADJ
easat-8567	75	21	stakeholders	stakeholder	NOUN
easat-8567	75	22	,	,	PUNCT
easat-8567	75	23	including	include	VERB
easat-8567	75	24	technology	technology	NOUN
easat-8567	75	25	executives	executive	NOUN
easat-8567	75	26	,	,	PUNCT
easat-8567	75	27	data	datum	NOUN
easat-8567	75	28	scientists	scientist	NOUN
easat-8567	75	29	,	,	PUNCT
easat-8567	75	30	policymakers	policymaker	NOUN
easat-8567	75	31	,	,	PUNCT
easat-8567	75	32	and	and	CCONJ
easat-8567	75	33	industry	industry	NOUN
easat-8567	75	34	experts	expert	NOUN
easat-8567	75	35	.	.	PUNCT
easat-8567	76	1	this	this	DET
easat-8567	76	2	315	315	NUM
easat-8567	76	3	edelweiss	edelweiss	PROPN
easat-8567	76	4	applied	apply	VERB
easat-8567	76	5	science	science	NOUN
easat-8567	76	6	and	and	CCONJ
easat-8567	76	7	technology	technology	NOUN
easat-8567	76	8	issn	issn	PROPN
easat-8567	76	9	:	:	PUNCT
easat-8567	76	10	2576	2576	NUM
easat-8567	76	11	-	-	SYM
easat-8567	76	12	8484	8484	NUM
easat-8567	76	13	vol	vol	NOUN
easat-8567	76	14	.	.	PROPN
easat-8567	77	1	9	9	NUM
easat-8567	77	2	,	,	PUNCT
easat-8567	77	3	no	no	INTJ
easat-8567	77	4	.	.	NOUN
easat-8567	78	1	7	7	NUM
easat-8567	78	2	:	:	SYM
easat-8567	78	3	312	312	NUM
easat-8567	78	4	-	-	SYM
easat-8567	78	5	325	325	NUM
easat-8567	78	6	,	,	PUNCT
easat-8567	78	7	2025	2025	NUM
easat-8567	78	8	doi	doi	NOUN
easat-8567	78	9	:	:	PUNCT
easat-8567	78	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	78	11	©	©	PROPN
easat-8567	78	12	2025	2025	NUM
easat-8567	78	13	by	by	ADP
easat-8567	78	14	the	the	DET
easat-8567	78	15	author	author	NOUN
easat-8567	78	16	;	;	PUNCT
easat-8567	78	17	licensee	licensee	PROPN
easat-8567	78	18	learning	learning	PROPN
easat-8567	78	19	gate	gate	PROPN
easat-8567	78	20	study	study	NOUN
easat-8567	78	21	is	be	AUX
easat-8567	78	22	based	base	VERB
easat-8567	78	23	on	on	ADP
easat-8567	78	24	three	three	NUM
easat-8567	78	25	primary	primary	ADJ
easat-8567	78	26	sources	source	NOUN
easat-8567	78	27	within	within	ADP
easat-8567	78	28	saudi	saudi	PROPN
easat-8567	78	29	arabia	arabia	PROPN
easat-8567	78	30	,	,	PUNCT
easat-8567	78	31	ensuring	ensure	VERB
easat-8567	78	32	publicly	publicly	ADV
easat-8567	78	33	available	available	ADJ
easat-8567	78	34	and	and	CCONJ
easat-8567	78	35	accessible	accessible	ADJ
easat-8567	78	36	data	datum	NOUN
easat-8567	78	37	depicted	depict	VERB
easat-8567	78	38	in	in	ADP
easat-8567	78	39	table	table	NOUN
easat-8567	78	40	1	1	NUM
easat-8567	78	41	.	.	PUNCT
easat-8567	78	42	table	table	NOUN
easat-8567	78	43	1	1	NUM
easat-8567	78	44	.	.	PUNCT
easat-8567	78	45	primary	primary	ADJ
easat-8567	78	46	collection	collection	NOUN
easat-8567	78	47	organization	organization	NOUN
easat-8567	78	48	.	.	PUNCT
easat-8567	79	1	organization	organization	NOUN
easat-8567	79	2	name	name	NOUN
easat-8567	79	3	description	description	NOUN
easat-8567	79	4	web	web	NOUN
easat-8567	79	5	address	address	NOUN
easat-8567	79	6	saudi	saudi	ADJ
easat-8567	79	7	data	datum	NOUN
easat-8567	79	8	and	and	CCONJ
easat-8567	79	9	artificial	artificial	ADJ
easat-8567	79	10	intelligence	intelligence	NOUN
easat-8567	79	11	authority	authority	NOUN
easat-8567	79	12	(	(	PUNCT
easat-8567	79	13	sdaia	sdaia	PROPN
easat-8567	79	14	)	)	PUNCT
easat-8567	79	15	oversees	oversee	NOUN
easat-8567	79	16	ai	ai	VERB
easat-8567	79	17	adoption	adoption	NOUN
easat-8567	79	18	frameworks	framework	NOUN
easat-8567	79	19	,	,	PUNCT
easat-8567	79	20	governmentled	governmentle	VERB
easat-8567	79	21	ai	ai	PROPN
easat-8567	79	22	initiatives	initiative	NOUN
easat-8567	79	23	,	,	PUNCT
easat-8567	79	24	and	and	CCONJ
easat-8567	79	25	national	national	ADJ
easat-8567	79	26	ai	ai	ADJ
easat-8567	79	27	strategies	strategy	NOUN
easat-8567	79	28	in	in	ADP
easat-8567	79	29	saudi	saudi	PROPN
easat-8567	79	30	arabia	arabia	PROPN
easat-8567	79	31	.	.	PUNCT
easat-8567	80	1	https://sdaia.gov.sa/en/default.aspx	https://sdaia.gov.sa/en/default.aspx	PROPN
easat-8567	80	2	unesco	unesco	PROPN
easat-8567	80	3	's	's	PART
easat-8567	80	4	global	global	ADJ
easat-8567	80	5	ai	ai	PROPN
easat-8567	80	6	ethics	ethic	NOUN
easat-8567	80	7	and	and	CCONJ
easat-8567	80	8	governance	governance	NOUN
easat-8567	80	9	observatory	observatory	NOUN
easat-8567	80	10	provides	provide	VERB
easat-8567	80	11	ai	ai	ADJ
easat-8567	80	12	-	-	PUNCT
easat-8567	80	13	related	relate	VERB
easat-8567	80	14	policies	policy	NOUN
easat-8567	80	15	,	,	PUNCT
easat-8567	80	16	governance	governance	NOUN
easat-8567	80	17	insights	insight	NOUN
easat-8567	80	18	,	,	PUNCT
easat-8567	80	19	and	and	CCONJ
easat-8567	80	20	ethical	ethical	ADJ
easat-8567	80	21	ai	ai	VERB
easat-8567	80	22	considerations	consideration	NOUN
easat-8567	80	23	at	at	ADP
easat-8567	80	24	a	a	DET
easat-8567	80	25	global	global	ADJ
easat-8567	80	26	level	level	NOUN
easat-8567	80	27	.	.	PUNCT
easat-8567	81	1	https://www.unesco.org/ethicsai/en	https://www.unesco.org/ethicsai/en	NOUN
easat-8567	81	2	ministry	ministry	PROPN
easat-8567	81	3	of	of	ADP
easat-8567	81	4	communications	communication	NOUN
easat-8567	81	5	and	and	CCONJ
easat-8567	81	6	information	information	NOUN
easat-8567	81	7	technology	technology	NOUN
easat-8567	81	8	(	(	PUNCT
easat-8567	81	9	mcit	mcit	NOUN
easat-8567	81	10	)	)	PUNCT
easat-8567	81	11	–	–	PUNCT
easat-8567	81	12	saudi	saudi	PROPN
easat-8567	81	13	arabia	arabia	PROPN
easat-8567	81	14	publishes	publish	VERB
easat-8567	81	15	official	official	ADJ
easat-8567	81	16	reports	report	NOUN
easat-8567	81	17	on	on	ADP
easat-8567	81	18	ai	ai	PRON
easat-8567	81	19	readiness	readiness	NOUN
easat-8567	81	20	,	,	PUNCT
easat-8567	81	21	national	national	ADJ
easat-8567	81	22	ai	ai	VERB
easat-8567	81	23	adoption	adoption	NOUN
easat-8567	81	24	strategies	strategy	NOUN
easat-8567	81	25	,	,	PUNCT
easat-8567	81	26	and	and	CCONJ
easat-8567	81	27	digital	digital	ADJ
easat-8567	81	28	transformation	transformation	NOUN
easat-8567	81	29	policies	policy	NOUN
easat-8567	81	30	in	in	ADP
easat-8567	81	31	saudi	saudi	PROPN
easat-8567	81	32	arabia	arabia	PROPN
easat-8567	81	33	.	.	PUNCT
easat-8567	82	1	https://www.mcit.gov.sa	https://www.mcit.gov.sa	PROPN
easat-8567	82	2	primary	primary	ADJ
easat-8567	82	3	data	datum	NOUN
easat-8567	82	4	is	be	AUX
easat-8567	82	5	collected	collect	VERB
easat-8567	82	6	through	through	ADP
easat-8567	82	7	semi	semi	ADJ
easat-8567	82	8	-	-	ADJ
easat-8567	82	9	structured	structured	ADJ
easat-8567	82	10	interviews	interview	NOUN
easat-8567	82	11	as	as	SCONJ
easat-8567	82	12	designed	design	VERB
easat-8567	82	13	in	in	ADP
easat-8567	82	14	figure	figure	NOUN
easat-8567	82	15	1	1	NUM
easat-8567	82	16	,	,	PUNCT
easat-8567	82	17	with	with	ADP
easat-8567	82	18	key	key	ADJ
easat-8567	82	19	stakeholders	stakeholder	NOUN
easat-8567	82	20	,	,	PUNCT
easat-8567	82	21	including	include	VERB
easat-8567	82	22	ai	ai	PROPN
easat-8567	82	23	policymakers	policymaker	NOUN
easat-8567	82	24	,	,	PUNCT
easat-8567	82	25	business	business	NOUN
easat-8567	82	26	executives	executive	NOUN
easat-8567	82	27	,	,	PUNCT
easat-8567	82	28	and	and	CCONJ
easat-8567	82	29	data	datum	NOUN
easat-8567	82	30	scientists	scientist	NOUN
easat-8567	82	31	.	.	PUNCT
easat-8567	83	1	the	the	DET
easat-8567	83	2	interview	interview	NOUN
easat-8567	83	3	structure	structure	NOUN
easat-8567	83	4	follows	follow	VERB
easat-8567	83	5	the	the	DET
easat-8567	83	6	toe	toe	NOUN
easat-8567	83	7	framework	framework	NOUN
easat-8567	83	8	,	,	PUNCT
easat-8567	83	9	capturing	capture	VERB
easat-8567	83	10	insights	insight	NOUN
easat-8567	83	11	on	on	ADP
easat-8567	83	12	technological	technological	ADJ
easat-8567	83	13	readiness	readiness	NOUN
easat-8567	83	14	,	,	PUNCT
easat-8567	83	15	organizational	organizational	ADJ
easat-8567	83	16	ai	ai	NOUN
easat-8567	83	17	culture	culture	NOUN
easat-8567	83	18	,	,	PUNCT
easat-8567	83	19	and	and	CCONJ
easat-8567	83	20	external	external	ADJ
easat-8567	83	21	influences	influence	NOUN
easat-8567	83	22	.	.	PUNCT
easat-8567	84	1	thematic	thematic	ADJ
easat-8567	84	2	analysis	analysis	NOUN
easat-8567	84	3	is	be	AUX
easat-8567	84	4	applied	apply	VERB
easat-8567	84	5	to	to	PART
easat-8567	84	6	transcribe	transcribe	VERB
easat-8567	84	7	and	and	CCONJ
easat-8567	84	8	categorize	categorize	VERB
easat-8567	84	9	responses	response	NOUN
easat-8567	84	10	.	.	PUNCT
easat-8567	85	1	https://sdaia.gov.sa/en/default.aspx	https://sdaia.gov.sa/en/default.aspx	NOUN
easat-8567	85	2	https://www.unesco.org/ethics-ai/en	https://www.unesco.org/ethics-ai/en	ADV
easat-8567	85	3	https://www.unesco.org/ethics-ai/en	https://www.unesco.org/ethics-ai/en	PROPN
easat-8567	85	4	https://www.mcit.gov.sa/	https://www.mcit.gov.sa/	NUM
easat-8567	85	5	316	316	NUM
easat-8567	85	6	edelweiss	edelweiss	PROPN
easat-8567	85	7	applied	apply	VERB
easat-8567	85	8	science	science	NOUN
easat-8567	85	9	and	and	CCONJ
easat-8567	85	10	technology	technology	NOUN
easat-8567	85	11	issn	issn	PROPN
easat-8567	85	12	:	:	PUNCT
easat-8567	85	13	2576	2576	NUM
easat-8567	85	14	-	-	SYM
easat-8567	85	15	8484	8484	NUM
easat-8567	85	16	vol	vol	NOUN
easat-8567	85	17	.	.	PROPN
easat-8567	86	1	9	9	NUM
easat-8567	86	2	,	,	PUNCT
easat-8567	86	3	no	no	INTJ
easat-8567	86	4	.	.	NOUN
easat-8567	87	1	7	7	NUM
easat-8567	87	2	:	:	SYM
easat-8567	87	3	312	312	NUM
easat-8567	87	4	-	-	SYM
easat-8567	87	5	325	325	NUM
easat-8567	87	6	,	,	PUNCT
easat-8567	87	7	2025	2025	NUM
easat-8567	87	8	doi	doi	NOUN
easat-8567	87	9	:	:	PUNCT
easat-8567	87	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	87	11	©	©	PROPN
easat-8567	87	12	2025	2025	NUM
easat-8567	87	13	by	by	ADP
easat-8567	87	14	the	the	DET
easat-8567	87	15	author	author	NOUN
easat-8567	87	16	;	;	PUNCT
easat-8567	87	17	licensee	licensee	PROPN
easat-8567	87	18	learning	learn	VERB
easat-8567	87	19	gate	gate	NOUN
easat-8567	87	20	figure	figure	NOUN
easat-8567	87	21	1	1	NUM
easat-8567	87	22	.	.	PUNCT
easat-8567	88	1	the	the	DET
easat-8567	88	2	data	data	PROPN
easat-8567	88	3	collection	collection	NOUN
easat-8567	88	4	workflow	workflow	NOUN
easat-8567	88	5	317	317	NUM
easat-8567	88	6	edelweiss	edelweiss	PROPN
easat-8567	88	7	applied	apply	VERB
easat-8567	88	8	science	science	NOUN
easat-8567	88	9	and	and	CCONJ
easat-8567	88	10	technology	technology	NOUN
easat-8567	88	11	issn	issn	PROPN
easat-8567	88	12	:	:	PUNCT
easat-8567	88	13	2576	2576	NUM
easat-8567	88	14	-	-	SYM
easat-8567	88	15	8484	8484	NUM
easat-8567	88	16	vol	vol	NOUN
easat-8567	88	17	.	.	PROPN
easat-8567	89	1	9	9	NUM
easat-8567	89	2	,	,	PUNCT
easat-8567	89	3	no	no	INTJ
easat-8567	89	4	.	.	NOUN
easat-8567	90	1	7	7	NUM
easat-8567	90	2	:	:	SYM
easat-8567	90	3	312	312	NUM
easat-8567	90	4	-	-	SYM
easat-8567	90	5	325	325	NUM
easat-8567	90	6	,	,	PUNCT
easat-8567	90	7	2025	2025	NUM
easat-8567	90	8	doi	doi	NOUN
easat-8567	90	9	:	:	PUNCT
easat-8567	90	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	90	11	©	©	PROPN
easat-8567	90	12	2025	2025	NUM
easat-8567	90	13	by	by	ADP
easat-8567	90	14	the	the	DET
easat-8567	90	15	author	author	NOUN
easat-8567	90	16	;	;	PUNCT
easat-8567	90	17	licensee	licensee	PROPN
easat-8567	90	18	learning	learn	VERB
easat-8567	90	19	gate	gate	NOUN
easat-8567	90	20	whereas	whereas	SCONJ
easat-8567	90	21	,	,	PUNCT
easat-8567	90	22	secondary	secondary	ADJ
easat-8567	90	23	data	datum	NOUN
easat-8567	90	24	is	be	AUX
easat-8567	90	25	gathered	gather	VERB
easat-8567	90	26	from	from	ADP
easat-8567	90	27	government	government	NOUN
easat-8567	90	28	reports	report	NOUN
easat-8567	90	29	,	,	PUNCT
easat-8567	90	30	industry	industry	NOUN
easat-8567	90	31	white	white	ADJ
easat-8567	90	32	papers	paper	NOUN
easat-8567	90	33	,	,	PUNCT
easat-8567	90	34	and	and	CCONJ
easat-8567	90	35	research	research	NOUN
easat-8567	90	36	publications	publication	NOUN
easat-8567	90	37	,	,	PUNCT
easat-8567	90	38	providing	provide	VERB
easat-8567	90	39	insights	insight	NOUN
easat-8567	90	40	into	into	ADP
easat-8567	90	41	ai	ai	PROPN
easat-8567	90	42	governance	governance	NOUN
easat-8567	90	43	,	,	PUNCT
easat-8567	90	44	infrastructure	infrastructure	NOUN
easat-8567	90	45	readiness	readiness	NOUN
easat-8567	90	46	,	,	PUNCT
easat-8567	90	47	and	and	CCONJ
easat-8567	90	48	market	market	NOUN
easat-8567	90	49	competitiveness	competitiveness	NOUN
easat-8567	90	50	.	.	PUNCT
easat-8567	91	1	table	table	NOUN
easat-8567	91	2	2	2	NUM
easat-8567	91	3	.	.	PUNCT
easat-8567	91	4	data	datum	NOUN
easat-8567	91	5	description	description	NOUN
easat-8567	91	6	.	.	PUNCT
easat-8567	92	1	variable	variable	ADJ
easat-8567	92	2	description	description	NOUN
easat-8567	92	3	min	min	PROPN
easat-8567	92	4	.	.	PROPN
easat-8567	92	5	max	max	PROPN
easat-8567	92	6	.	.	PUNCT
easat-8567	93	1	mean	mean	VERB
easat-8567	93	2	ai	ai	VERB
easat-8567	93	3	adoption	adoption	NOUN
easat-8567	93	4	score	score	VERB
easat-8567	93	5	overall	overall	ADJ
easat-8567	93	6	success	success	NOUN
easat-8567	93	7	measure	measure	NOUN
easat-8567	93	8	of	of	ADP
easat-8567	93	9	ai	ai	PRON
easat-8567	93	10	adoption	adoption	NOUN
easat-8567	93	11	0	0	NUM
easat-8567	93	12	100	100	NUM
easat-8567	93	13	75	75	NUM
easat-8567	93	14	tech	tech	NOUN
easat-8567	93	15	readiness	readiness	NOUN
easat-8567	93	16	ai	ai	VERB
easat-8567	93	17	infrastructure	infrastructure	NOUN
easat-8567	93	18	readiness	readiness	NOUN
easat-8567	93	19	index	index	NOUN
easat-8567	93	20	1	1	NUM
easat-8567	93	21	10	10	NUM
easat-8567	93	22	7.5	7.5	NUM
easat-8567	93	23	org	org	NOUN
easat-8567	93	24	culture	culture	NOUN
easat-8567	93	25	employee	employee	NOUN
easat-8567	93	26	ai	ai	VERB
easat-8567	93	27	adaptability	adaptability	NOUN
easat-8567	93	28	and	and	CCONJ
easat-8567	93	29	leadership	leadership	NOUN
easat-8567	93	30	support	support	NOUN
easat-8567	93	31	1	1	NUM
easat-8567	93	32	10	10	NUM
easat-8567	93	33	6.8	6.8	NUM
easat-8567	93	34	market	market	NOUN
easat-8567	93	35	influence	influence	NOUN
easat-8567	93	36	effect	effect	NOUN
easat-8567	93	37	of	of	ADP
easat-8567	93	38	competition	competition	NOUN
easat-8567	93	39	and	and	CCONJ
easat-8567	93	40	regulations	regulation	NOUN
easat-8567	93	41	1	1	NUM
easat-8567	93	42	10	10	NUM
easat-8567	93	43	8.0	8.0	NUM
easat-8567	93	44	table	table	NOUN
easat-8567	93	45	2	2	NUM
easat-8567	93	46	shows	show	VERB
easat-8567	93	47	an	an	DET
easat-8567	93	48	overview	overview	NOUN
easat-8567	93	49	of	of	ADP
easat-8567	93	50	the	the	DET
easat-8567	93	51	key	key	ADJ
easat-8567	93	52	variables	variable	NOUN
easat-8567	93	53	assessed	assess	VERB
easat-8567	93	54	in	in	ADP
easat-8567	93	55	the	the	DET
easat-8567	93	56	study	study	NOUN
easat-8567	93	57	,	,	PUNCT
easat-8567	93	58	highlighting	highlight	VERB
easat-8567	93	59	their	their	PRON
easat-8567	93	60	minimum	minimum	ADJ
easat-8567	93	61	,	,	PUNCT
easat-8567	93	62	maximum	maximum	ADJ
easat-8567	93	63	,	,	PUNCT
easat-8567	93	64	and	and	CCONJ
easat-8567	93	65	average	average	ADJ
easat-8567	93	66	values	value	NOUN
easat-8567	93	67	.	.	PUNCT
easat-8567	94	1	the	the	DET
easat-8567	94	2	ai	ai	PROPN
easat-8567	94	3	adoption	adoption	NOUN
easat-8567	94	4	score	score	NOUN
easat-8567	94	5	represents	represent	VERB
easat-8567	94	6	the	the	DET
easat-8567	94	7	overall	overall	ADJ
easat-8567	94	8	success	success	NOUN
easat-8567	94	9	measure	measure	NOUN
easat-8567	94	10	of	of	ADP
easat-8567	94	11	ai	ai	ADJ
easat-8567	94	12	implementation	implementation	NOUN
easat-8567	94	13	across	across	ADP
easat-8567	94	14	various	various	ADJ
easat-8567	94	15	organizations	organization	NOUN
easat-8567	94	16	,	,	PUNCT
easat-8567	94	17	with	with	ADP
easat-8567	94	18	a	a	DET
easat-8567	94	19	mean	mean	ADJ
easat-8567	94	20	value	value	NOUN
easat-8567	94	21	of	of	ADP
easat-8567	94	22	75	75	NUM
easat-8567	94	23	,	,	PUNCT
easat-8567	94	24	indicating	indicate	VERB
easat-8567	94	25	a	a	DET
easat-8567	94	26	relatively	relatively	ADV
easat-8567	94	27	high	high	ADJ
easat-8567	94	28	adoption	adoption	NOUN
easat-8567	94	29	level	level	NOUN
easat-8567	94	30	[	[	X
easat-8567	94	31	16	16	NUM
easat-8567	94	32	,	,	PUNCT
easat-8567	94	33	17	17	NUM
easat-8567	94	34	]	]	PUNCT
easat-8567	94	35	.	.	PUNCT
easat-8567	95	1	technological	technological	ADJ
easat-8567	95	2	readiness	readiness	NOUN
easat-8567	95	3	,	,	PUNCT
easat-8567	95	4	which	which	PRON
easat-8567	95	5	evaluates	evaluate	VERB
easat-8567	95	6	the	the	DET
easat-8567	95	7	availability	availability	NOUN
easat-8567	95	8	of	of	ADP
easat-8567	95	9	ai	ai	PROPN
easat-8567	95	10	infrastructure	infrastructure	NOUN
easat-8567	95	11	,	,	PUNCT
easat-8567	95	12	ranges	range	VERB
easat-8567	95	13	from	from	ADP
easat-8567	95	14	1	1	NUM
easat-8567	95	15	to	to	ADP
easat-8567	95	16	10	10	NUM
easat-8567	95	17	,	,	PUNCT
easat-8567	95	18	with	with	ADP
easat-8567	95	19	an	an	DET
easat-8567	95	20	average	average	ADJ
easat-8567	95	21	score	score	NOUN
easat-8567	95	22	of	of	ADP
easat-8567	95	23	7.5	7.5	NUM
easat-8567	95	24	,	,	PUNCT
easat-8567	95	25	suggesting	suggest	VERB
easat-8567	95	26	that	that	SCONJ
easat-8567	95	27	most	most	ADJ
easat-8567	95	28	organizations	organization	NOUN
easat-8567	95	29	possess	possess	VERB
easat-8567	95	30	a	a	DET
easat-8567	95	31	moderate	moderate	ADJ
easat-8567	95	32	to	to	PART
easat-8567	95	33	high	high	ADJ
easat-8567	95	34	level	level	NOUN
easat-8567	95	35	of	of	ADP
easat-8567	95	36	ai	ai	PRON
easat-8567	95	37	capability	capability	NOUN
easat-8567	95	38	.	.	PUNCT
easat-8567	96	1	organizational	organizational	ADJ
easat-8567	96	2	culture	culture	NOUN
easat-8567	96	3	,	,	PUNCT
easat-8567	96	4	capturing	capture	VERB
easat-8567	96	5	leadership	leadership	NOUN
easat-8567	96	6	support	support	NOUN
easat-8567	96	7	and	and	CCONJ
easat-8567	96	8	employee	employee	NOUN
easat-8567	96	9	adaptability	adaptability	NOUN
easat-8567	96	10	to	to	PART
easat-8567	96	11	ai	ai	VERB
easat-8567	96	12	,	,	PUNCT
easat-8567	96	13	has	have	VERB
easat-8567	96	14	a	a	DET
easat-8567	96	15	mean	mean	ADJ
easat-8567	96	16	score	score	NOUN
easat-8567	96	17	of	of	ADP
easat-8567	96	18	6.8	6.8	NUM
easat-8567	96	19	,	,	PUNCT
easat-8567	96	20	reflecting	reflect	VERB
easat-8567	96	21	variability	variability	NOUN
easat-8567	96	22	in	in	ADP
easat-8567	96	23	how	how	SCONJ
easat-8567	96	24	organizations	organization	NOUN
easat-8567	96	25	integrate	integrate	VERB
easat-8567	96	26	ai	ai	VERB
easat-8567	96	27	into	into	ADP
easat-8567	96	28	their	their	PRON
easat-8567	96	29	work	work	NOUN
easat-8567	96	30	environments	environment	NOUN
easat-8567	96	31	.	.	PUNCT
easat-8567	97	1	lastly	lastly	ADV
easat-8567	97	2	,	,	PUNCT
easat-8567	97	3	market	market	NOUN
easat-8567	97	4	influence	influence	NOUN
easat-8567	97	5	,	,	PUNCT
easat-8567	97	6	representing	represent	VERB
easat-8567	97	7	external	external	ADJ
easat-8567	97	8	factors	factor	NOUN
easat-8567	97	9	such	such	ADJ
easat-8567	97	10	as	as	ADP
easat-8567	97	11	regulatory	regulatory	ADJ
easat-8567	97	12	compliance	compliance	NOUN
easat-8567	97	13	and	and	CCONJ
easat-8567	97	14	competitive	competitive	ADJ
easat-8567	97	15	pressures	pressure	NOUN
easat-8567	97	16	,	,	PUNCT
easat-8567	97	17	averages	average	NOUN
easat-8567	97	18	8.0	8.0	NUM
easat-8567	97	19	,	,	PUNCT
easat-8567	97	20	demonstrating	demonstrate	VERB
easat-8567	97	21	that	that	SCONJ
easat-8567	97	22	external	external	ADJ
easat-8567	97	23	forces	force	NOUN
easat-8567	97	24	play	play	VERB
easat-8567	97	25	a	a	DET
easat-8567	97	26	significant	significant	ADJ
easat-8567	97	27	role	role	NOUN
easat-8567	97	28	in	in	ADP
easat-8567	97	29	ai	ai	ADJ
easat-8567	97	30	adoption	adoption	NOUN
easat-8567	97	31	.	.	PUNCT
easat-8567	98	1	these	these	DET
easat-8567	98	2	indicators	indicator	NOUN
easat-8567	98	3	provide	provide	VERB
easat-8567	98	4	a	a	DET
easat-8567	98	5	structured	structured	ADJ
easat-8567	98	6	assessment	assessment	NOUN
easat-8567	98	7	of	of	ADP
easat-8567	98	8	ai	ai	PRON
easat-8567	98	9	readiness	readiness	NOUN
easat-8567	98	10	,	,	PUNCT
easat-8567	98	11	allowing	allow	VERB
easat-8567	98	12	for	for	ADP
easat-8567	98	13	comparative	comparative	ADJ
easat-8567	98	14	analysis	analysis	NOUN
easat-8567	98	15	of	of	ADP
easat-8567	98	16	ai	ai	ADJ
easat-8567	98	17	adoption	adoption	NOUN
easat-8567	98	18	trends	trend	NOUN
easat-8567	98	19	across	across	ADP
easat-8567	98	20	organizations	organization	NOUN
easat-8567	98	21	in	in	ADP
easat-8567	98	22	saudi	saudi	PROPN
easat-8567	98	23	arabia	arabia	PROPN
easat-8567	99	1	[	[	X
easat-8567	99	2	18	18	NUM
easat-8567	99	3	,	,	PUNCT
easat-8567	99	4	19	19	NUM
easat-8567	99	5	]	]	PUNCT
easat-8567	99	6	.	.	PUNCT
easat-8567	100	1	3.2	3.2	NUM
easat-8567	100	2	.	.	PUNCT
easat-8567	100	3	selection	selection	NOUN
easat-8567	100	4	of	of	ADP
easat-8567	100	5	organizations	organization	NOUN
easat-8567	100	6	and	and	CCONJ
easat-8567	100	7	participants	participant	NOUN
easat-8567	100	8	this	this	DET
easat-8567	100	9	study	study	NOUN
easat-8567	100	10	applies	apply	VERB
easat-8567	100	11	the	the	DET
easat-8567	100	12	comparative	comparative	ADJ
easat-8567	100	13	analysis	analysis	NOUN
easat-8567	100	14	technique	technique	NOUN
easat-8567	100	15	for	for	ADP
easat-8567	100	16	the	the	DET
easat-8567	100	17	industries	industry	NOUN
easat-8567	100	18	'	'	PART
easat-8567	100	19	choice	choice	NOUN
easat-8567	100	20	and	and	CCONJ
easat-8567	100	21	the	the	DET
easat-8567	100	22	stratified	stratified	ADJ
easat-8567	100	23	sample	sample	NOUN
easat-8567	100	24	technique	technique	NOUN
easat-8567	100	25	for	for	ADP
easat-8567	100	26	the	the	DET
easat-8567	100	27	study	study	NOUN
easat-8567	100	28	participants	participant	NOUN
easat-8567	100	29	.	.	PUNCT
easat-8567	101	1	comparative	comparative	ADJ
easat-8567	101	2	analysis	analysis	NOUN
easat-8567	101	3	helps	help	VERB
easat-8567	101	4	the	the	DET
easat-8567	101	5	study	study	NOUN
easat-8567	101	6	leverage	leverage	NOUN
easat-8567	101	7	multiple	multiple	ADJ
easat-8567	101	8	industries	industry	NOUN
easat-8567	101	9	with	with	ADP
easat-8567	101	10	various	various	ADJ
easat-8567	101	11	levels	level	NOUN
easat-8567	101	12	of	of	ADP
easat-8567	101	13	ai	ai	PROPN
easat-8567	101	14	adoption	adoption	NOUN
easat-8567	101	15	,	,	PUNCT
easat-8567	101	16	enabling	enable	VERB
easat-8567	101	17	greater	great	ADJ
easat-8567	101	18	knowledge	knowledge	NOUN
easat-8567	101	19	about	about	ADP
easat-8567	101	20	the	the	DET
easat-8567	101	21	enablers	enabler	NOUN
easat-8567	101	22	and	and	CCONJ
easat-8567	101	23	the	the	DET
easat-8567	101	24	challenges	challenge	NOUN
easat-8567	101	25	encountered	encounter	VERB
easat-8567	101	26	by	by	ADP
easat-8567	101	27	industries	industry	NOUN
easat-8567	101	28	[	[	X
easat-8567	101	29	20	20	NUM
easat-8567	101	30	]	]	PUNCT
easat-8567	101	31	.	.	PUNCT
easat-8567	102	1	finance	finance	NOUN
easat-8567	102	2	,	,	PUNCT
easat-8567	102	3	manufacturing	manufacturing	NOUN
easat-8567	102	4	,	,	PUNCT
easat-8567	102	5	the	the	DET
easat-8567	102	6	healthcare	healthcare	NOUN
easat-8567	102	7	sector	sector	NOUN
easat-8567	102	8	,	,	PUNCT
easat-8567	102	9	and	and	CCONJ
easat-8567	102	10	the	the	DET
easat-8567	102	11	retail	retail	ADJ
easat-8567	102	12	sector	sector	NOUN
easat-8567	102	13	were	be	AUX
easat-8567	102	14	selected	select	VERB
easat-8567	102	15	for	for	ADP
easat-8567	102	16	the	the	DET
easat-8567	102	17	study	study	NOUN
easat-8567	102	18	,	,	PUNCT
easat-8567	102	19	each	each	PRON
easat-8567	102	20	possessing	possess	VERB
easat-8567	102	21	distinctive	distinctive	ADJ
easat-8567	102	22	ai	ai	VERB
easat-8567	102	23	adoption	adoption	NOUN
easat-8567	102	24	patterns	pattern	NOUN
easat-8567	102	25	and	and	CCONJ
easat-8567	102	26	being	be	AUX
easat-8567	102	27	pertinent	pertinent	ADJ
easat-8567	102	28	to	to	ADP
easat-8567	102	29	the	the	DET
easat-8567	102	30	saudi	saudi	ADJ
easat-8567	102	31	arabian	arabian	ADJ
easat-8567	102	32	vision	vision	NOUN
easat-8567	102	33	2030	2030	NUM
easat-8567	102	34	agenda	agenda	NOUN
easat-8567	102	35	for	for	ADP
easat-8567	102	36	transformation	transformation	NOUN
easat-8567	102	37	through	through	ADP
easat-8567	102	38	the	the	DET
easat-8567	102	39	digital	digital	ADJ
easat-8567	102	40	space	space	NOUN
easat-8567	102	41	.	.	PUNCT
easat-8567	103	1	a	a	DET
easat-8567	103	2	stratified	stratified	ADJ
easat-8567	103	3	sample	sample	NOUN
easat-8567	103	4	is	be	AUX
easat-8567	103	5	applied	apply	VERB
easat-8567	103	6	for	for	ADP
easat-8567	103	7	the	the	DET
easat-8567	103	8	representative	representative	ADJ
easat-8567	103	9	distribution	distribution	NOUN
easat-8567	103	10	of	of	ADP
easat-8567	103	11	the	the	DET
easat-8567	103	12	stakeholders	stakeholder	NOUN
easat-8567	103	13	,	,	PUNCT
easat-8567	103	14	preventing	prevent	VERB
easat-8567	103	15	the	the	DET
easat-8567	103	16	impact	impact	NOUN
easat-8567	103	17	of	of	ADP
easat-8567	103	18	one	one	NUM
easat-8567	103	19	stakeholder	stakeholder	NOUN
easat-8567	103	20	type	type	NOUN
easat-8567	103	21	on	on	ADP
easat-8567	103	22	the	the	DET
easat-8567	103	23	conclusions	conclusion	NOUN
easat-8567	103	24	drawn	draw	VERB
easat-8567	103	25	by	by	ADP
easat-8567	103	26	the	the	DET
easat-8567	103	27	study	study	NOUN
easat-8567	103	28	.	.	PUNCT
easat-8567	104	1	stratifying	stratify	VERB
easat-8567	104	2	the	the	DET
easat-8567	104	3	study	study	NOUN
easat-8567	104	4	participants	participant	NOUN
easat-8567	104	5	into	into	ADP
easat-8567	104	6	data	datum	NOUN
easat-8567	104	7	by	by	ADP
easat-8567	104	8	scientists	scientist	NOUN
easat-8567	104	9	,	,	PUNCT
easat-8567	104	10	tech	tech	NOUN
easat-8567	104	11	leaders	leader	NOUN
easat-8567	104	12	,	,	PUNCT
easat-8567	104	13	policymakers	policymaker	NOUN
easat-8567	104	14	,	,	PUNCT
easat-8567	104	15	and	and	CCONJ
easat-8567	104	16	executives	executive	NOUN
easat-8567	104	17	helps	help	VERB
easat-8567	104	18	the	the	DET
easat-8567	104	19	study	study	NOUN
easat-8567	104	20	obtain	obtain	VERB
easat-8567	104	21	the	the	DET
easat-8567	104	22	overall	overall	ADJ
easat-8567	104	23	viewpoints	viewpoint	NOUN
easat-8567	104	24	about	about	ADP
easat-8567	104	25	the	the	DET
easat-8567	104	26	adoption	adoption	NOUN
easat-8567	104	27	of	of	ADP
easat-8567	104	28	ai	ai	NOUN
easat-8567	104	29	.	.	PROPN
easat-8567	105	1	318	318	NUM
easat-8567	105	2	edelweiss	edelweiss	PROPN
easat-8567	105	3	applied	apply	VERB
easat-8567	105	4	science	science	NOUN
easat-8567	105	5	and	and	CCONJ
easat-8567	105	6	technology	technology	NOUN
easat-8567	105	7	issn	issn	PROPN
easat-8567	105	8	:	:	PUNCT
easat-8567	105	9	2576	2576	NUM
easat-8567	105	10	-	-	SYM
easat-8567	105	11	8484	8484	NUM
easat-8567	105	12	vol	vol	NOUN
easat-8567	105	13	.	.	PROPN
easat-8567	106	1	9	9	NUM
easat-8567	106	2	,	,	PUNCT
easat-8567	106	3	no	no	INTJ
easat-8567	106	4	.	.	NOUN
easat-8567	107	1	7	7	NUM
easat-8567	107	2	:	:	SYM
easat-8567	107	3	312	312	NUM
easat-8567	107	4	-	-	SYM
easat-8567	107	5	325	325	NUM
easat-8567	107	6	,	,	PUNCT
easat-8567	107	7	2025	2025	NUM
easat-8567	107	8	doi	doi	NOUN
easat-8567	107	9	:	:	PUNCT
easat-8567	107	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	107	11	©	©	PROPN
easat-8567	107	12	2025	2025	NUM
easat-8567	107	13	by	by	ADP
easat-8567	107	14	the	the	DET
easat-8567	107	15	author	author	NOUN
easat-8567	107	16	;	;	PUNCT
easat-8567	107	17	licensee	licensee	PROPN
easat-8567	107	18	learning	learn	VERB
easat-8567	107	19	gate	gate	NOUN
easat-8567	107	20	figure	figure	NOUN
easat-8567	107	21	2	2	NUM
easat-8567	107	22	.	.	PUNCT
easat-8567	107	23	stakeholder	stakeholder	NOUN
easat-8567	107	24	distribution	distribution	NOUN
easat-8567	107	25	across	across	ADP
easat-8567	107	26	industries	industry	NOUN
easat-8567	107	27	.	.	PUNCT
easat-8567	108	1	the	the	DET
easat-8567	108	2	comparative	comparative	ADJ
easat-8567	108	3	analysis	analysis	NOUN
easat-8567	108	4	technique	technique	NOUN
easat-8567	108	5	used	use	VERB
easat-8567	108	6	here	here	ADV
easat-8567	108	7	helps	help	VERB
easat-8567	108	8	the	the	DET
easat-8567	108	9	evaluation	evaluation	NOUN
easat-8567	108	10	of	of	ADP
easat-8567	108	11	ai	ai	ADJ
easat-8567	108	12	adoption	adoption	NOUN
easat-8567	108	13	by	by	ADP
easat-8567	108	14	categorizing	categorize	VERB
easat-8567	108	15	organizations	organization	NOUN
easat-8567	108	16	by	by	ADP
easat-8567	108	17	their	their	PRON
easat-8567	108	18	ai	ai	ADJ
easat-8567	108	19	levels	level	NOUN
easat-8567	108	20	of	of	ADP
easat-8567	108	21	maturity	maturity	NOUN
easat-8567	108	22	,	,	PUNCT
easat-8567	108	23	ai	ai	VERB
easat-8567	108	24	applications	application	NOUN
easat-8567	108	25	by	by	ADP
easat-8567	108	26	sector	sector	NOUN
easat-8567	108	27	,	,	PUNCT
easat-8567	108	28	and	and	CCONJ
easat-8567	108	29	regulatory	regulatory	ADJ
easat-8567	108	30	forces	force	NOUN
easat-8567	108	31	from	from	ADP
easat-8567	108	32	the	the	DET
easat-8567	108	33	exterior	exterior	NOUN
easat-8567	108	34	.	.	PUNCT
easat-8567	109	1	based	base	VERB
easat-8567	109	2	on	on	ADP
easat-8567	109	3	the	the	DET
easat-8567	109	4	use	use	NOUN
easat-8567	109	5	of	of	ADP
easat-8567	109	6	government	government	NOUN
easat-8567	109	7	reports	report	NOUN
easat-8567	109	8	,	,	PUNCT
easat-8567	109	9	sector	sector	NOUN
easat-8567	109	10	benchmarks	benchmark	NOUN
easat-8567	109	11	,	,	PUNCT
easat-8567	109	12	and	and	CCONJ
easat-8567	109	13	market	market	NOUN
easat-8567	109	14	reports	report	NOUN
easat-8567	109	15	,	,	PUNCT
easat-8567	109	16	the	the	DET
easat-8567	109	17	study	study	NOUN
easat-8567	109	18	captures	capture	VERB
easat-8567	109	19	industries	industry	NOUN
easat-8567	109	20	where	where	SCONJ
easat-8567	109	21	ai	ai	VERB
easat-8567	109	22	adoption	adoption	NOUN
easat-8567	109	23	is	be	AUX
easat-8567	109	24	high	high	ADJ
easat-8567	109	25	(	(	PUNCT
easat-8567	109	26	healthcare	healthcare	NOUN
easat-8567	109	27	,	,	PUNCT
easat-8567	109	28	finance	finance	NOUN
easat-8567	109	29	)	)	PUNCT
easat-8567	109	30	and	and	CCONJ
easat-8567	109	31	where	where	SCONJ
easat-8567	109	32	ai	ai	VERB
easat-8567	109	33	adoption	adoption	NOUN
easat-8567	109	34	is	be	AUX
easat-8567	109	35	weak	weak	ADJ
easat-8567	109	36	(	(	PUNCT
easat-8567	109	37	manufacturing	manufacturing	NOUN
easat-8567	109	38	,	,	PUNCT
easat-8567	109	39	retail	retail	NOUN
easat-8567	109	40	)	)	PUNCT
easat-8567	109	41	.	.	PUNCT
easat-8567	110	1	stratified	stratified	ADJ
easat-8567	110	2	sampling	sample	VERB
easat-8567	110	3	ensures	ensure	VERB
easat-8567	110	4	the	the	DET
easat-8567	110	5	stakeholders	stakeholder	NOUN
easat-8567	110	6	identified	identify	VERB
easat-8567	110	7	are	be	AUX
easat-8567	110	8	proportionate	proportionate	ADJ
easat-8567	110	9	to	to	ADP
easat-8567	110	10	their	their	PRON
easat-8567	110	11	contribution	contribution	NOUN
easat-8567	110	12	towards	towards	ADP
easat-8567	110	13	ai	ai	PRON
easat-8567	110	14	adoption	adoption	NOUN
easat-8567	110	15	.	.	PUNCT
easat-8567	111	1	balanced	balanced	ADJ
easat-8567	111	2	selections	selection	NOUN
easat-8567	111	3	from	from	ADP
easat-8567	111	4	the	the	DET
easat-8567	111	5	study	study	NOUN
easat-8567	111	6	incorporate	incorporate	VERB
easat-8567	111	7	the	the	DET
easat-8567	111	8	appropriate	appropriate	ADJ
easat-8567	111	9	proportion	proportion	NOUN
easat-8567	111	10	of	of	ADP
easat-8567	111	11	executives	executive	NOUN
easat-8567	111	12	,	,	PUNCT
easat-8567	111	13	data	datum	NOUN
easat-8567	111	14	scientists	scientist	NOUN
easat-8567	111	15	,	,	PUNCT
easat-8567	111	16	it	it	PRON
easat-8567	111	17	managers	manager	NOUN
easat-8567	111	18	,	,	PUNCT
easat-8567	111	19	and	and	CCONJ
easat-8567	111	20	policymakers	policymaker	NOUN
easat-8567	111	21	for	for	ADP
easat-8567	111	22	strategic	strategic	ADJ
easat-8567	111	23	,	,	PUNCT
easat-8567	111	24	operating	operating	NOUN
easat-8567	111	25	,	,	PUNCT
easat-8567	111	26	and	and	CCONJ
easat-8567	111	27	regulatory	regulatory	ADJ
easat-8567	111	28	opinions	opinion	NOUN
easat-8567	111	29	[	[	X
easat-8567	111	30	21	21	NUM
easat-8567	111	31	,	,	PUNCT
easat-8567	111	32	22	22	NUM
easat-8567	111	33	]	]	PUNCT
easat-8567	111	34	.	.	PUNCT
easat-8567	112	1	figure	figure	NOUN
easat-8567	112	2	2	2	NUM
easat-8567	112	3	illustrates	illustrate	VERB
easat-8567	112	4	the	the	DET
easat-8567	112	5	formal	formal	ADJ
easat-8567	112	6	distribution	distribution	NOUN
easat-8567	112	7	breakdown	breakdown	NOUN
easat-8567	112	8	of	of	ADP
easat-8567	112	9	the	the	DET
easat-8567	112	10	participants	participant	NOUN
easat-8567	112	11	by	by	ADP
easat-8567	112	12	their	their	PRON
easat-8567	112	13	job	job	NOUN
easat-8567	112	14	type	type	NOUN
easat-8567	112	15	and	and	CCONJ
easat-8567	112	16	industry	industry	NOUN
easat-8567	112	17	.	.	PUNCT
easat-8567	113	1	overall	overall	ADV
easat-8567	113	2	,	,	PUNCT
easat-8567	113	3	participants	participant	NOUN
easat-8567	113	4	total	total	VERB
easat-8567	113	5	78	78	NUM
easat-8567	113	6	,	,	PUNCT
easat-8567	113	7	and	and	CCONJ
easat-8567	113	8	the	the	DET
easat-8567	113	9	distribution	distribution	NOUN
easat-8567	113	10	is	be	AUX
easat-8567	113	11	balanced	balance	VERB
easat-8567	113	12	by	by	ADP
easat-8567	113	13	the	the	DET
easat-8567	113	14	finance	finance	NOUN
easat-8567	113	15	,	,	PUNCT
easat-8567	113	16	manufacturing	manufacturing	NOUN
easat-8567	113	17	,	,	PUNCT
easat-8567	113	18	healthcare	healthcare	PROPN
easat-8567	113	19	,	,	PUNCT
easat-8567	113	20	and	and	CCONJ
easat-8567	113	21	retail	retail	ADJ
easat-8567	113	22	industries	industry	NOUN
easat-8567	113	23	.	.	PUNCT
easat-8567	114	1	finance	finance	NOUN
easat-8567	114	2	and	and	CCONJ
easat-8567	114	3	healthcare	healthcare	NOUN
easat-8567	114	4	industries	industry	NOUN
easat-8567	114	5	hold	hold	VERB
easat-8567	114	6	the	the	DET
easat-8567	114	7	largest	large	ADJ
easat-8567	114	8	proportion	proportion	NOUN
easat-8567	114	9	of	of	ADP
easat-8567	114	10	ai	ai	ADJ
easat-8567	114	11	professionals	professional	NOUN
easat-8567	114	12	(	(	PUNCT
easat-8567	114	13	it	it	PRON
easat-8567	114	14	managers	manager	NOUN
easat-8567	114	15	and	and	CCONJ
easat-8567	114	16	data	datum	NOUN
easat-8567	114	17	scientists	scientist	NOUN
easat-8567	114	18	)	)	PUNCT
easat-8567	114	19	due	due	ADP
easat-8567	114	20	to	to	ADP
easat-8567	114	21	their	their	PRON
easat-8567	114	22	high	high	ADJ
easat-8567	114	23	levels	level	NOUN
easat-8567	114	24	of	of	ADP
easat-8567	114	25	ai	ai	PRON
easat-8567	114	26	adoption	adoption	NOUN
easat-8567	114	27	and	and	CCONJ
easat-8567	114	28	reliance	reliance	NOUN
easat-8567	114	29	upon	upon	SCONJ
easat-8567	114	30	predictive	predictive	ADJ
easat-8567	114	31	analytics	analytic	NOUN
easat-8567	114	32	and	and	CCONJ
easat-8567	114	33	automations	automation	NOUN
easat-8567	114	34	.	.	PUNCT
easat-8567	115	1	manufacturing	manufacturing	NOUN
easat-8567	115	2	and	and	CCONJ
easat-8567	115	3	the	the	DET
easat-8567	115	4	retail	retail	ADJ
easat-8567	115	5	industries	industry	NOUN
easat-8567	115	6	hold	hold	VERB
easat-8567	115	7	less	less	ADJ
easat-8567	115	8	ai	ai	ADJ
easat-8567	115	9	-	-	PUNCT
easat-8567	115	10	intensive	intensive	ADJ
easat-8567	115	11	jobs	job	NOUN
easat-8567	115	12	,	,	PUNCT
easat-8567	115	13	given	give	VERB
easat-8567	115	14	the	the	DET
easat-8567	115	15	industries	industry	NOUN
easat-8567	115	16	'	'	PART
easat-8567	115	17	adoption	adoption	NOUN
easat-8567	115	18	levels	level	NOUN
easat-8567	115	19	for	for	ADP
easat-8567	115	20	ai	ai	PROPN
easat-8567	115	21	technologies	technology	NOUN
easat-8567	115	22	earlier	early	ADV
easat-8567	115	23	.	.	PUNCT
easat-8567	116	1	even	even	ADV
easat-8567	116	2	the	the	DET
easat-8567	116	3	distribution	distribution	NOUN
easat-8567	116	4	is	be	AUX
easat-8567	116	5	split	split	VERB
easat-8567	116	6	by	by	ADP
easat-8567	116	7	the	the	DET
easat-8567	116	8	executives	executive	NOUN
easat-8567	116	9	and	and	CCONJ
easat-8567	116	10	the	the	DET
easat-8567	116	11	policymakers	policymaker	NOUN
easat-8567	116	12	,	,	PUNCT
easat-8567	116	13	providing	provide	VERB
easat-8567	116	14	balanced	balanced	ADJ
easat-8567	116	15	strategic	strategic	ADJ
easat-8567	116	16	and	and	CCONJ
easat-8567	116	17	regulatory	regulatory	ADJ
easat-8567	116	18	inputs	input	NOUN
easat-8567	116	19	.	.	PUNCT
easat-8567	117	1	this	this	DET
easat-8567	117	2	distribution	distribution	NOUN
easat-8567	117	3	ensures	ensure	VERB
easat-8567	117	4	the	the	DET
easat-8567	117	5	evaluation	evaluation	NOUN
easat-8567	117	6	of	of	ADP
easat-8567	117	7	ai	ai	PROPN
easat-8567	117	8	infrastructure	infrastructure	NOUN
easat-8567	117	9	readiness	readiness	NOUN
easat-8567	117	10	,	,	PUNCT
easat-8567	117	11	levels	level	NOUN
easat-8567	117	12	for	for	ADP
easat-8567	117	13	workforce	workforce	NOUN
easat-8567	117	14	skills	skill	NOUN
easat-8567	117	15	,	,	PUNCT
easat-8567	117	16	commitment	commitment	NOUN
easat-8567	117	17	by	by	ADP
easat-8567	117	18	the	the	DET
easat-8567	117	19	leadership	leadership	NOUN
easat-8567	117	20	,	,	PUNCT
easat-8567	117	21	and	and	CCONJ
easat-8567	117	22	regulatory	regulatory	ADJ
easat-8567	117	23	influence	influence	NOUN
easat-8567	117	24	is	be	AUX
easat-8567	117	25	thoroughly	thoroughly	ADV
easat-8567	117	26	evaluated	evaluate	VERB
easat-8567	117	27	.	.	PUNCT
easat-8567	118	1	the	the	DET
easat-8567	118	2	selection	selection	NOUN
easat-8567	118	3	of	of	ADP
easat-8567	118	4	the	the	DET
easat-8567	118	5	organizations	organization	NOUN
easat-8567	118	6	and	and	CCONJ
easat-8567	118	7	the	the	DET
easat-8567	118	8	stakeholders	stakeholder	NOUN
easat-8567	118	9	ensures	ensure	VERB
easat-8567	118	10	ai	ai	VERB
easat-8567	118	11	adoption	adoption	NOUN
easat-8567	118	12	insights	insight	NOUN
easat-8567	118	13	from	from	ADP
easat-8567	118	14	multiple	multiple	ADJ
easat-8567	118	15	industries	industry	NOUN
easat-8567	118	16	and	and	CCONJ
easat-8567	118	17	stakeholders	stakeholder	NOUN
easat-8567	118	18	[	[	X
easat-8567	118	19	23	23	NUM
easat-8567	118	20	,	,	PUNCT
easat-8567	118	21	24	24	NUM
easat-8567	118	22	]	]	PUNCT
easat-8567	118	23	.	.	PUNCT
easat-8567	119	1	the	the	DET
easat-8567	119	2	comparative	comparative	ADJ
easat-8567	119	3	analysis	analysis	NOUN
easat-8567	119	4	method	method	NOUN
easat-8567	119	5	ensures	ensure	VERB
easat-8567	119	6	the	the	DET
easat-8567	119	7	analysis	analysis	NOUN
easat-8567	119	8	of	of	ADP
easat-8567	119	9	high	high	ADJ
easat-8567	119	10	ai	ai	VERB
easat-8567	119	11	adoption	adoption	NOUN
easat-8567	119	12	industries	industry	NOUN
easat-8567	119	13	and	and	CCONJ
easat-8567	119	14	the	the	DET
easat-8567	119	15	industries	industry	NOUN
easat-8567	119	16	with	with	ADP
easat-8567	119	17	the	the	DET
easat-8567	119	18	lowest	low	ADJ
easat-8567	119	19	ai	ai	NOUN
easat-8567	119	20	adoption	adoption	NOUN
easat-8567	119	21	,	,	PUNCT
easat-8567	119	22	providing	provide	VERB
easat-8567	119	23	balanced	balanced	ADJ
easat-8567	119	24	ai	ai	VERB
easat-8567	119	25	readiness	readiness	NOUN
easat-8567	119	26	analysis	analysis	NOUN
easat-8567	119	27	.	.	PUNCT
easat-8567	120	1	stratified	stratified	ADJ
easat-8567	120	2	sampling	sample	VERB
easat-8567	120	3	methodology	methodology	NOUN
easat-8567	120	4	ensures	ensure	VERB
easat-8567	120	5	the	the	DET
easat-8567	120	6	extraction	extraction	NOUN
easat-8567	120	7	of	of	ADP
easat-8567	120	8	insights	insight	NOUN
easat-8567	120	9	from	from	ADP
easat-8567	120	10	the	the	DET
easat-8567	120	11	decision	decision	NOUN
easat-8567	120	12	-	-	PUNCT
easat-8567	120	13	makers	maker	NOUN
easat-8567	120	14	,	,	PUNCT
easat-8567	120	15	the	the	DET
easat-8567	120	16	ai	ai	ADJ
easat-8567	120	17	technical	technical	ADJ
easat-8567	120	18	specialists	specialist	NOUN
easat-8567	120	19	,	,	PUNCT
easat-8567	120	20	and	and	CCONJ
easat-8567	120	21	the	the	DET
easat-8567	120	22	policymakers	policymaker	NOUN
easat-8567	120	23	,	,	PUNCT
easat-8567	120	24	including	include	VERB
easat-8567	120	25	all	all	DET
easat-8567	120	26	levels	level	NOUN
easat-8567	120	27	of	of	ADP
easat-8567	120	28	ai	ai	PRON
easat-8567	120	29	strategy	strategy	NOUN
easat-8567	120	30	execution	execution	NOUN
easat-8567	120	31	.	.	PUNCT
easat-8567	121	1	3.3	3.3	NUM
easat-8567	121	2	.	.	PUNCT
easat-8567	121	3	toe	toe	NOUN
easat-8567	121	4	framework	framework	NOUN
easat-8567	121	5	ai	ai	VERB
easat-8567	121	6	adoption	adoption	NOUN
easat-8567	121	7	is	be	AUX
easat-8567	121	8	not	not	PART
easat-8567	121	9	one	one	NUM
easat-8567	121	10	-	-	PUNCT
easat-8567	121	11	size	size	NOUN
easat-8567	121	12	-	-	PUNCT
easat-8567	121	13	fits	fit	VERB
easat-8567	121	14	-	-	PUNCT
easat-8567	121	15	all	all	PRON
easat-8567	121	16	,	,	PUNCT
easat-8567	121	17	multi	multi	ADJ
easat-8567	121	18	-	-	NOUN
easat-8567	121	19	phase	phase	NOUN
easat-8567	121	20	,	,	PUNCT
easat-8567	121	21	and	and	CCONJ
easat-8567	121	22	varies	vary	VERB
easat-8567	121	23	from	from	ADP
easat-8567	121	24	one	one	NUM
easat-8567	121	25	sector	sector	NOUN
easat-8567	121	26	to	to	ADP
easat-8567	121	27	the	the	DET
easat-8567	121	28	next	next	ADJ
easat-8567	121	29	,	,	PUNCT
easat-8567	121	30	subject	subject	ADJ
easat-8567	121	31	to	to	ADP
easat-8567	121	32	their	their	PRON
easat-8567	121	33	tech	tech	NOUN
easat-8567	121	34	infrastructure	infrastructure	NOUN
easat-8567	121	35	,	,	PUNCT
easat-8567	121	36	their	their	PRON
easat-8567	121	37	readiness	readiness	NOUN
easat-8567	121	38	for	for	ADP
easat-8567	121	39	the	the	DET
easat-8567	121	40	organization	organization	NOUN
easat-8567	121	41	,	,	PUNCT
easat-8567	121	42	and	and	CCONJ
easat-8567	121	43	regulatory	regulatory	ADJ
easat-8567	121	44	forces	force	NOUN
easat-8567	121	45	from	from	ADP
easat-8567	121	46	the	the	DET
easat-8567	121	47	environment	environment	NOUN
easat-8567	121	48	[	[	X
easat-8567	121	49	25	25	NUM
easat-8567	121	50	]	]	PUNCT
easat-8567	121	51	.	.	PUNCT
easat-8567	122	1	to	to	PART
easat-8567	122	2	measure	measure	VERB
easat-8567	122	3	ai	ai	VERB
easat-8567	122	4	readiness	readiness	NOUN
easat-8567	122	5	and	and	CCONJ
easat-8567	122	6	adoption	adoption	NOUN
easat-8567	122	7	variables	variable	NOUN
easat-8567	122	8	,	,	PUNCT
easat-8567	122	9	organizations	organization	NOUN
easat-8567	122	10	require	require	VERB
easat-8567	122	11	a	a	DET
easat-8567	122	12	tool	tool	NOUN
easat-8567	122	13	that	that	PRON
easat-8567	122	14	measures	measure	VERB
easat-8567	122	15	the	the	DET
easat-8567	122	16	dimensions	dimension	NOUN
easat-8567	122	17	extensively	extensively	ADV
easat-8567	122	18	.	.	PUNCT
easat-8567	123	1	in	in	ADP
easat-8567	123	2	this	this	DET
easat-8567	123	3	research	research	NOUN
easat-8567	123	4	,	,	PUNCT
easat-8567	123	5	the	the	DET
easat-8567	123	6	ai	ai	ADJ
easat-8567	123	7	maturity	maturity	NOUN
easat-8567	123	8	model	model	NOUN
easat-8567	123	9	(	(	PUNCT
easat-8567	123	10	aimm	aimm	NOUN
easat-8567	123	11	)	)	PUNCT
easat-8567	123	12	under	under	ADP
easat-8567	123	13	the	the	DET
easat-8567	123	14	toe	toe	NOUN
easat-8567	123	15	structure	structure	NOUN
easat-8567	123	16	is	be	AUX
easat-8567	123	17	a	a	DET
easat-8567	123	18	formal	formal	ADJ
easat-8567	123	19	methodology	methodology	NOUN
easat-8567	123	20	for	for	ADP
easat-8567	123	21	classifying	classify	VERB
easat-8567	123	22	organizations	organization	NOUN
easat-8567	123	23	by	by	ADP
easat-8567	123	24	their	their	PRON
easat-8567	123	25	ai	ai	ADJ
easat-8567	123	26	level	level	NOUN
easat-8567	123	27	of	of	ADP
easat-8567	123	28	maturity	maturity	NOUN
easat-8567	123	29	,	,	PUNCT
easat-8567	123	30	reviewing	review	VERB
easat-8567	123	31	their	their	PRON
easat-8567	123	32	readiness	readiness	NOUN
easat-8567	123	33	,	,	PUNCT
easat-8567	123	34	adoption	adoption	NOUN
easat-8567	123	35	effectiveness	effectiveness	NOUN
easat-8567	123	36	,	,	PUNCT
easat-8567	123	37	and	and	CCONJ
easat-8567	123	38	ai	ai	VERB
easat-8567	123	39	longevity	longevity	NOUN
easat-8567	123	40	over	over	ADP
easat-8567	123	41	the	the	DET
easat-8567	123	42	long	long	ADJ
easat-8567	123	43	term	term	NOUN
easat-8567	123	44	.	.	PUNCT
easat-8567	124	1	toe	toe	NOUN
easat-8567	124	2	is	be	AUX
easat-8567	124	3	a	a	DET
easat-8567	124	4	general	general	ADJ
easat-8567	124	5	structure	structure	NOUN
easat-8567	124	6	319	319	NUM
easat-8567	124	7	edelweiss	edelweiss	PROPN
easat-8567	124	8	applied	apply	VERB
easat-8567	124	9	science	science	NOUN
easat-8567	124	10	and	and	CCONJ
easat-8567	124	11	technology	technology	NOUN
easat-8567	124	12	issn	issn	PROPN
easat-8567	124	13	:	:	PUNCT
easat-8567	124	14	2576	2576	NUM
easat-8567	124	15	-	-	SYM
easat-8567	124	16	8484	8484	NUM
easat-8567	124	17	vol	vol	NOUN
easat-8567	124	18	.	.	PROPN
easat-8567	125	1	9	9	NUM
easat-8567	125	2	,	,	PUNCT
easat-8567	125	3	no	no	INTJ
easat-8567	125	4	.	.	NOUN
easat-8567	126	1	7	7	NUM
easat-8567	126	2	:	:	SYM
easat-8567	126	3	312	312	NUM
easat-8567	126	4	-	-	SYM
easat-8567	126	5	325	325	NUM
easat-8567	126	6	,	,	PUNCT
easat-8567	126	7	2025	2025	NUM
easat-8567	126	8	doi	doi	NOUN
easat-8567	126	9	:	:	PUNCT
easat-8567	126	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	126	11	©	©	PROPN
easat-8567	126	12	2025	2025	NUM
easat-8567	126	13	by	by	ADP
easat-8567	126	14	the	the	DET
easat-8567	126	15	author	author	NOUN
easat-8567	126	16	;	;	PUNCT
easat-8567	126	17	licensee	licensee	NOUN
easat-8567	126	18	learning	learning	NOUN
easat-8567	126	19	gate	gate	NOUN
easat-8567	126	20	for	for	ADP
easat-8567	126	21	reviewing	review	VERB
easat-8567	126	22	ai	ai	VERB
easat-8567	126	23	adoption	adoption	NOUN
easat-8567	126	24	,	,	PUNCT
easat-8567	126	25	from	from	ADP
easat-8567	126	26	the	the	DET
easat-8567	126	27	ability	ability	NOUN
easat-8567	126	28	of	of	ADP
easat-8567	126	29	the	the	DET
easat-8567	126	30	tech	tech	NOUN
easat-8567	126	31	through	through	ADP
easat-8567	126	32	the	the	DET
easat-8567	126	33	readiness	readiness	NOUN
easat-8567	126	34	for	for	ADP
easat-8567	126	35	the	the	DET
easat-8567	126	36	organization	organization	NOUN
easat-8567	126	37	and	and	CCONJ
easat-8567	126	38	the	the	DET
easat-8567	126	39	environment	environment	NOUN
easat-8567	127	1	[	[	X
easat-8567	127	2	26	26	NUM
easat-8567	127	3	]	]	PUNCT
easat-8567	127	4	.	.	PUNCT
easat-8567	128	1	however	however	ADV
easat-8567	128	2	,	,	PUNCT
easat-8567	128	3	organizations	organization	NOUN
easat-8567	128	4	vary	vary	VERB
easat-8567	128	5	by	by	ADP
easat-8567	128	6	their	their	PRON
easat-8567	128	7	ai	ai	PROPN
easat-8567	128	8	adoption	adoption	NOUN
easat-8567	128	9	level	level	NOUN
easat-8567	128	10	,	,	PUNCT
easat-8567	128	11	from	from	ADP
easat-8567	128	12	experimentation	experimentation	NOUN
easat-8567	128	13	phases	phase	NOUN
easat-8567	128	14	through	through	ADP
easat-8567	128	15	the	the	DET
easat-8567	128	16	mass	mass	ADJ
easat-8567	128	17	adoption	adoption	NOUN
easat-8567	128	18	of	of	ADP
easat-8567	128	19	ai	ai	NOUN
easat-8567	128	20	.	.	PUNCT
easat-8567	129	1	if	if	SCONJ
easat-8567	129	2	the	the	DET
easat-8567	129	3	aimm	aimm	NOUN
easat-8567	129	4	methodology	methodology	NOUN
easat-8567	129	5	is	be	AUX
easat-8567	129	6	applied	apply	VERB
easat-8567	129	7	under	under	ADP
easat-8567	129	8	the	the	DET
easat-8567	129	9	toe	toe	NOUN
easat-8567	129	10	structure	structure	NOUN
easat-8567	129	11	,	,	PUNCT
easat-8567	129	12	organizations	organization	NOUN
easat-8567	129	13	can	can	AUX
easat-8567	129	14	be	be	AUX
easat-8567	129	15	assigned	assign	VERB
easat-8567	129	16	multiple	multiple	ADJ
easat-8567	129	17	levels	level	NOUN
easat-8567	129	18	of	of	ADP
easat-8567	129	19	maturity	maturity	NOUN
easat-8567	129	20	and	and	CCONJ
easat-8567	129	21	establish	establish	VERB
easat-8567	129	22	the	the	DET
easat-8567	129	23	variables	variable	NOUN
easat-8567	129	24	causing	cause	VERB
easat-8567	129	25	them	they	PRON
easat-8567	129	26	to	to	PART
easat-8567	129	27	progress	progress	VERB
easat-8567	129	28	.	.	PUNCT
easat-8567	130	1	the	the	DET
easat-8567	130	2	aimm	aimm	NOUN
easat-8567	130	3	model	model	NOUN
easat-8567	130	4	defines	define	VERB
easat-8567	130	5	four	four	NUM
easat-8567	130	6	ai	ai	ADJ
easat-8567	130	7	maturity	maturity	NOUN
easat-8567	130	8	levels	level	NOUN
easat-8567	130	9	based	base	VERB
easat-8567	130	10	on	on	ADP
easat-8567	130	11	technological	technological	ADJ
easat-8567	130	12	,	,	PUNCT
easat-8567	130	13	organizational	organizational	ADJ
easat-8567	130	14	,	,	PUNCT
easat-8567	130	15	and	and	CCONJ
easat-8567	130	16	environmental	environmental	ADJ
easat-8567	130	17	factors	factor	NOUN
easat-8567	130	18	,	,	PUNCT
easat-8567	130	19	as	as	SCONJ
easat-8567	130	20	shown	show	VERB
easat-8567	130	21	in	in	ADP
easat-8567	130	22	table	table	NOUN
easat-8567	130	23	3	3	NUM
easat-8567	130	24	below	below	ADV
easat-8567	130	25	.	.	PUNCT
easat-8567	131	1	this	this	DET
easat-8567	131	2	classification	classification	NOUN
easat-8567	131	3	helps	help	VERB
easat-8567	131	4	organizations	organization	NOUN
easat-8567	131	5	assess	assess	VERB
easat-8567	131	6	their	their	PRON
easat-8567	131	7	current	current	ADJ
easat-8567	131	8	ai	ai	VERB
easat-8567	131	9	maturity	maturity	NOUN
easat-8567	131	10	level	level	NOUN
easat-8567	131	11	and	and	CCONJ
easat-8567	131	12	determine	determine	VERB
easat-8567	131	13	the	the	DET
easat-8567	131	14	steps	step	NOUN
easat-8567	131	15	needed	need	VERB
easat-8567	131	16	for	for	ADP
easat-8567	131	17	progression	progression	NOUN
easat-8567	131	18	.	.	PUNCT
easat-8567	132	1	table	table	NOUN
easat-8567	132	2	3	3	NUM
easat-8567	132	3	.	.	PUNCT
easat-8567	133	1	ai	ai	VERB
easat-8567	133	2	maturity	maturity	NOUN
easat-8567	133	3	levels	level	NOUN
easat-8567	133	4	.	.	PUNCT
easat-8567	134	1	maturity	maturity	NOUN
easat-8567	134	2	level	level	NOUN
easat-8567	134	3	technological	technological	ADJ
easat-8567	134	4	readiness	readiness	NOUN
easat-8567	134	5	organizational	organizational	ADJ
easat-8567	134	6	support	support	NOUN
easat-8567	134	7	environmental	environmental	ADJ
easat-8567	134	8	influences	influence	NOUN
easat-8567	134	9	level	level	VERB
easat-8567	134	10	1	1	NUM
easat-8567	134	11	:	:	PUNCT
easat-8567	134	12	initial	initial	ADJ
easat-8567	134	13	limited	limit	VERB
easat-8567	134	14	ai	ai	PROPN
easat-8567	134	15	infrastructure	infrastructure	NOUN
easat-8567	134	16	,	,	PUNCT
easat-8567	134	17	experimental	experimental	ADJ
easat-8567	134	18	use	use	NOUN
easat-8567	134	19	of	of	ADP
easat-8567	134	20	ai	ai	ADJ
easat-8567	134	21	tools	tool	NOUN
easat-8567	134	22	minimal	minimal	ADJ
easat-8567	134	23	leadership	leadership	NOUN
easat-8567	134	24	support	support	NOUN
easat-8567	134	25	,	,	PUNCT
easat-8567	134	26	lack	lack	NOUN
easat-8567	134	27	of	of	ADP
easat-8567	134	28	ai	ai	ADJ
easat-8567	134	29	literacy	literacy	NOUN
easat-8567	134	30	low	low	ADJ
easat-8567	134	31	external	external	ADJ
easat-8567	134	32	pressure	pressure	NOUN
easat-8567	134	33	,	,	PUNCT
easat-8567	134	34	weak	weak	ADJ
easat-8567	134	35	regulatory	regulatory	ADJ
easat-8567	134	36	enforcement	enforcement	NOUN
easat-8567	134	37	level	level	NOUN
easat-8567	134	38	2	2	NUM
easat-8567	134	39	:	:	PUNCT
easat-8567	134	40	developing	develop	VERB
easat-8567	134	41	basic	basic	ADJ
easat-8567	134	42	ai	ai	NOUN
easat-8567	134	43	tools	tool	NOUN
easat-8567	134	44	in	in	ADP
easat-8567	134	45	use	use	NOUN
easat-8567	134	46	,	,	PUNCT
easat-8567	134	47	limited	limited	ADJ
easat-8567	134	48	data	datum	NOUN
easat-8567	134	49	analytics	analytic	NOUN
easat-8567	134	50	capability	capability	NOUN
easat-8567	134	51	some	some	PRON
easat-8567	134	52	ai	ai	VERB
easat-8567	134	53	training	training	NOUN
easat-8567	134	54	programs	program	NOUN
easat-8567	134	55	,	,	PUNCT
easat-8567	134	56	partial	partial	ADJ
easat-8567	134	57	leadership	leadership	NOUN
easat-8567	134	58	involvement	involvement	NOUN
easat-8567	134	59	increasing	increase	VERB
easat-8567	134	60	market	market	NOUN
easat-8567	134	61	competition	competition	NOUN
easat-8567	134	62	,	,	PUNCT
easat-8567	134	63	growing	grow	VERB
easat-8567	134	64	regulatory	regulatory	ADJ
easat-8567	134	65	influence	influence	NOUN
easat-8567	134	66	level	level	NOUN
easat-8567	134	67	3	3	NUM
easat-8567	134	68	:	:	PUNCT
easat-8567	134	69	established	establish	VERB
easat-8567	134	70	well	well	ADV
easat-8567	134	71	-	-	PUNCT
easat-8567	134	72	integrated	integrate	VERB
easat-8567	134	73	ai	ai	NOUN
easat-8567	134	74	systems	system	NOUN
easat-8567	134	75	,	,	PUNCT
easat-8567	134	76	predictive	predictive	ADJ
easat-8567	134	77	analytics	analytic	NOUN
easat-8567	134	78	in	in	ADP
easat-8567	134	79	decision	decision	NOUN
easat-8567	134	80	-	-	PUNCT
easat-8567	134	81	making	make	VERB
easat-8567	134	82	ai	ai	NOUN
easat-8567	134	83	governance	governance	NOUN
easat-8567	134	84	policies	policy	NOUN
easat-8567	134	85	in	in	ADP
easat-8567	134	86	place	place	NOUN
easat-8567	134	87	,	,	PUNCT
easat-8567	134	88	dedicated	dedicate	VERB
easat-8567	134	89	ai	ai	PROPN
easat-8567	134	90	teams	team	NOUN
easat-8567	134	91	strong	strong	ADJ
easat-8567	134	92	regulatory	regulatory	ADJ
easat-8567	134	93	frameworks	framework	NOUN
easat-8567	134	94	,	,	PUNCT
easat-8567	134	95	industry	industry	NOUN
easat-8567	134	96	-	-	PUNCT
easat-8567	134	97	driven	drive	VERB
easat-8567	134	98	ai	ai	PROPN
easat-8567	134	99	transformation	transformation	NOUN
easat-8567	134	100	level	level	NOUN
easat-8567	134	101	4	4	NUM
easat-8567	134	102	:	:	PUNCT
easat-8567	134	103	advanced	advanced	ADJ
easat-8567	134	104	ai	ai	ADJ
easat-8567	134	105	-	-	PUNCT
easat-8567	134	106	driven	drive	VERB
easat-8567	134	107	automation	automation	NOUN
easat-8567	134	108	,	,	PUNCT
easat-8567	134	109	deep	deep	ADJ
easat-8567	134	110	learning	learning	NOUN
easat-8567	134	111	,	,	PUNCT
easat-8567	134	112	and	and	CCONJ
easat-8567	134	113	large	large	ADJ
easat-8567	134	114	-	-	PUNCT
easat-8567	134	115	scale	scale	NOUN
easat-8567	134	116	ai	ai	NOUN
easat-8567	134	117	deployment	deployment	NOUN
easat-8567	134	118	full	full	ADJ
easat-8567	134	119	ai	ai	NOUN
easat-8567	134	120	integration	integration	NOUN
easat-8567	134	121	into	into	ADP
easat-8567	134	122	corporate	corporate	ADJ
easat-8567	134	123	strategy	strategy	NOUN
easat-8567	134	124	,	,	PUNCT
easat-8567	134	125	ai	ai	ADJ
easat-8567	134	126	-	-	ADJ
easat-8567	134	127	centric	centric	ADJ
easat-8567	134	128	culture	culture	NOUN
easat-8567	134	129	strict	strict	ADJ
easat-8567	134	130	compliance	compliance	NOUN
easat-8567	134	131	with	with	ADP
easat-8567	134	132	ai	ai	PROPN
easat-8567	134	133	ethics	ethic	NOUN
easat-8567	134	134	,	,	PUNCT
easat-8567	134	135	data	datum	NOUN
easat-8567	134	136	protection	protection	NOUN
easat-8567	134	137	laws	law	NOUN
easat-8567	134	138	,	,	PUNCT
easat-8567	134	139	and	and	CCONJ
easat-8567	134	140	competitive	competitive	ADJ
easat-8567	134	141	ai	ai	VERB
easat-8567	134	142	adoption	adoption	NOUN
easat-8567	134	143	4	4	NUM
easat-8567	134	144	.	.	PUNCT
easat-8567	134	145	results	result	VERB
easat-8567	134	146	the	the	DET
easat-8567	134	147	study	study	NOUN
easat-8567	134	148	assessed	assess	VERB
easat-8567	134	149	the	the	DET
easat-8567	134	150	degree	degree	NOUN
easat-8567	134	151	of	of	ADP
easat-8567	134	152	ai	ai	ADJ
easat-8567	134	153	adoption	adoption	NOUN
easat-8567	134	154	across	across	ADP
easat-8567	134	155	various	various	ADJ
easat-8567	134	156	organizations	organization	NOUN
easat-8567	134	157	in	in	ADP
easat-8567	134	158	saudi	saudi	PROPN
easat-8567	134	159	arabia	arabia	PROPN
easat-8567	134	160	,	,	PUNCT
easat-8567	134	161	considering	consider	VERB
easat-8567	134	162	technological	technological	ADJ
easat-8567	134	163	readiness	readiness	NOUN
easat-8567	134	164	,	,	PUNCT
easat-8567	134	165	organizational	organizational	ADJ
easat-8567	134	166	culture	culture	NOUN
easat-8567	134	167	,	,	PUNCT
easat-8567	134	168	and	and	CCONJ
easat-8567	134	169	external	external	ADJ
easat-8567	134	170	market	market	NOUN
easat-8567	134	171	influences	influence	NOUN
easat-8567	134	172	.	.	PUNCT
easat-8567	135	1	the	the	DET
easat-8567	135	2	findings	finding	NOUN
easat-8567	135	3	reveal	reveal	VERB
easat-8567	135	4	significant	significant	ADJ
easat-8567	135	5	variations	variation	NOUN
easat-8567	135	6	in	in	ADP
easat-8567	135	7	ai	ai	PROPN
easat-8567	135	8	adoption	adoption	NOUN
easat-8567	135	9	maturity	maturity	NOUN
easat-8567	135	10	,	,	PUNCT
easat-8567	135	11	industry	industry	NOUN
easat-8567	135	12	-	-	PUNCT
easat-8567	135	13	specific	specific	ADJ
easat-8567	135	14	challenges	challenge	NOUN
easat-8567	135	15	,	,	PUNCT
easat-8567	135	16	and	and	CCONJ
easat-8567	135	17	enablers	enabler	NOUN
easat-8567	135	18	shaping	shape	VERB
easat-8567	135	19	ai	ai	VERB
easat-8567	135	20	implementation	implementation	NOUN
easat-8567	135	21	.	.	PUNCT
easat-8567	136	1	4.1	4.1	NUM
easat-8567	136	2	.	.	PUNCT
easat-8567	136	3	ai	ai	VERB
easat-8567	136	4	adoption	adoption	NOUN
easat-8567	136	5	levels	level	NOUN
easat-8567	136	6	across	across	ADP
easat-8567	136	7	industries	industry	NOUN
easat-8567	136	8	organizations	organization	NOUN
easat-8567	136	9	were	be	AUX
easat-8567	136	10	categorized	categorize	VERB
easat-8567	136	11	into	into	ADP
easat-8567	136	12	different	different	ADJ
easat-8567	136	13	ai	ai	NOUN
easat-8567	136	14	maturity	maturity	NOUN
easat-8567	136	15	levels	level	NOUN
easat-8567	136	16	based	base	VERB
easat-8567	136	17	on	on	ADP
easat-8567	136	18	their	their	PRON
easat-8567	136	19	adoption	adoption	NOUN
easat-8567	136	20	progress	progress	NOUN
easat-8567	136	21	and	and	CCONJ
easat-8567	136	22	strategic	strategic	ADJ
easat-8567	136	23	implementation	implementation	NOUN
easat-8567	136	24	.	.	PUNCT
easat-8567	137	1	table	table	NOUN
easat-8567	137	2	4	4	NUM
easat-8567	137	3	presents	present	VERB
easat-8567	137	4	an	an	DET
easat-8567	137	5	overview	overview	NOUN
easat-8567	137	6	of	of	ADP
easat-8567	137	7	the	the	DET
easat-8567	137	8	ai	ai	PROPN
easat-8567	137	9	adoption	adoption	NOUN
easat-8567	137	10	levels	level	NOUN
easat-8567	137	11	observed	observe	VERB
easat-8567	137	12	across	across	ADP
easat-8567	137	13	the	the	DET
easat-8567	137	14	selected	select	VERB
easat-8567	137	15	industries	industry	NOUN
easat-8567	137	16	.	.	PUNCT
easat-8567	138	1	table	table	NOUN
easat-8567	138	2	4	4	NUM
easat-8567	138	3	.	.	PUNCT
easat-8567	139	1	ai	ai	VERB
easat-8567	139	2	adoption	adoption	NOUN
easat-8567	139	3	levels	level	NOUN
easat-8567	139	4	in	in	ADP
easat-8567	139	5	organizations	organization	NOUN
easat-8567	139	6	.	.	PUNCT
easat-8567	140	1	organization	organization	NOUN
easat-8567	140	2	al	al	PROPN
easat-8567	140	3	projects	project	NOUN
easat-8567	140	4	initiated	initiate	VERB
easat-8567	140	5	year	year	NOUN
easat-8567	140	6	number	number	NOUN
easat-8567	140	7	of	of	ADP
easat-8567	140	8	ai	ai	PROPN
easat-8567	140	9	projects	project	NOUN
easat-8567	140	10	ai	ai	VERB
easat-8567	140	11	maturity	maturity	NOUN
easat-8567	140	12	level	level	NOUN
easat-8567	140	13	case	case	NOUN
easat-8567	140	14	a	a	DET
easat-8567	140	15	2012	2012	NUM
easat-8567	140	16	,	,	PUNCT
easat-8567	140	17	2017	2017	NUM
easat-8567	141	1	~50	~50	NUM
easat-8567	141	2	managed	manage	VERB
easat-8567	141	3	case	case	NOUN
easat-8567	141	4	b	b	PROPN
easat-8567	141	5	2017	2017	NUM
easat-8567	141	6	,	,	PUNCT
easat-8567	141	7	2019	2019	NUM
easat-8567	141	8	~100	~100	NUM
easat-8567	141	9	managed	manage	VERB
easat-8567	141	10	case	case	NOUN
easat-8567	141	11	c	c	NOUN
easat-8567	141	12	2018	2018	NUM
easat-8567	141	13	1	1	NUM
easat-8567	141	14	assessing	assess	VERB
easat-8567	141	15	case	case	NOUN
easat-8567	141	16	d	d	ADP
easat-8567	141	17	2019	2019	NUM
easat-8567	141	18	~10	~10	SYM
easat-8567	141	19	determined	determined	ADJ
easat-8567	141	20	case	case	NOUN
easat-8567	141	21	e	e	NOUN
easat-8567	141	22	2018	2018	NUM
easat-8567	141	23	2	2	NUM
easat-8567	141	24	determined	determine	VERB
easat-8567	141	25	case	case	NOUN
easat-8567	141	26	f	f	PROPN
easat-8567	141	27	2017	2017	NUM
easat-8567	141	28	,	,	PUNCT
easat-8567	141	29	2019	2019	NUM
easat-8567	141	30	1	1	NUM
easat-8567	141	31	assessing	assess	VERB
easat-8567	141	32	case	case	NOUN
easat-8567	141	33	g	g	ADP
easat-8567	141	34	2019	2019	NUM
easat-8567	141	35	1	1	NUM
easat-8567	141	36	assessing	assess	VERB
easat-8567	141	37	the	the	DET
easat-8567	141	38	organizations	organization	NOUN
easat-8567	141	39	in	in	ADP
easat-8567	141	40	the	the	DET
easat-8567	141	41	managed	manage	VERB
easat-8567	141	42	level	level	NOUN
easat-8567	141	43	(	(	PUNCT
easat-8567	141	44	cases	case	NOUN
easat-8567	141	45	a	a	PRON
easat-8567	141	46	&	&	CCONJ
easat-8567	141	47	b	b	NOUN
easat-8567	141	48	)	)	PUNCT
easat-8567	141	49	showed	show	VERB
easat-8567	141	50	robust	robust	ADJ
easat-8567	141	51	ai	ai	NOUN
easat-8567	141	52	processes	process	NOUN
easat-8567	141	53	and	and	CCONJ
easat-8567	141	54	widespread	widespread	ADJ
easat-8567	141	55	ai	ai	VERB
easat-8567	141	56	adoption	adoption	NOUN
easat-8567	141	57	for	for	ADP
easat-8567	141	58	various	various	ADJ
easat-8567	141	59	business	business	NOUN
easat-8567	141	60	functions	function	NOUN
easat-8567	141	61	.	.	PUNCT
easat-8567	142	1	these	these	DET
easat-8567	142	2	organizations	organization	NOUN
easat-8567	142	3	invested	invest	VERB
easat-8567	142	4	resources	resource	NOUN
easat-8567	142	5	into	into	ADP
easat-8567	142	6	ai	ai	ADJ
easat-8567	142	7	-	-	PUNCT
easat-8567	142	8	facilitated	facilitate	VERB
easat-8567	142	9	optimization	optimization	NOUN
easat-8567	142	10	tools	tool	NOUN
easat-8567	142	11	,	,	PUNCT
easat-8567	142	12	predictive	predictive	ADJ
easat-8567	142	13	analytics	analytic	NOUN
easat-8567	142	14	,	,	PUNCT
easat-8567	142	15	and	and	CCONJ
easat-8567	142	16	automated	automate	VERB
easat-8567	142	17	support	support	NOUN
easat-8567	142	18	for	for	ADP
easat-8567	142	19	making	make	VERB
easat-8567	142	20	decisions	decision	NOUN
easat-8567	142	21	.	.	PUNCT
easat-8567	143	1	the	the	DET
easat-8567	143	2	determined	determined	ADJ
easat-8567	143	3	level	level	NOUN
easat-8567	143	4	organizations	organization	NOUN
easat-8567	143	5	(	(	PUNCT
easat-8567	143	6	cases	case	NOUN
easat-8567	143	7	d	d	PROPN
easat-8567	143	8	&	&	CCONJ
easat-8567	143	9	e	e	NOUN
easat-8567	143	10	)	)	PUNCT
easat-8567	143	11	have	have	AUX
easat-8567	143	12	implemented	implement	VERB
easat-8567	143	13	one	one	NUM
easat-8567	143	14	high	high	ADJ
easat-8567	143	15	-	-	PUNCT
easat-8567	143	16	complexity	complexity	NOUN
easat-8567	143	17	ai	ai	NOUN
easat-8567	143	18	initiative	initiative	NOUN
easat-8567	143	19	and	and	CCONJ
easat-8567	143	20	infrastructure	infrastructure	NOUN
easat-8567	143	21	for	for	ADP
easat-8567	143	22	scalability	scalability	NOUN
easat-8567	143	23	for	for	ADP
easat-8567	143	24	ai	ai	PROPN
easat-8567	143	25	adoption	adoption	NOUN
easat-8567	143	26	.	.	PUNCT
easat-8567	144	1	these	these	DET
easat-8567	144	2	organizations	organization	NOUN
easat-8567	144	3	focus	focus	VERB
easat-8567	144	4	on	on	ADP
easat-8567	144	5	embedding	embed	VERB
easat-8567	144	6	ai	ai	VERB
easat-8567	144	7	for	for	ADP
easat-8567	144	8	some	some	DET
easat-8567	144	9	functions	function	NOUN
easat-8567	144	10	,	,	PUNCT
easat-8567	144	11	including	include	VERB
easat-8567	144	12	operational	operational	ADJ
easat-8567	144	13	efficiency	efficiency	NOUN
easat-8567	144	14	improvement	improvement	NOUN
easat-8567	144	15	and	and	CCONJ
easat-8567	144	16	customer	customer	NOUN
easat-8567	144	17	service	service	NOUN
easat-8567	144	18	automation	automation	NOUN
easat-8567	144	19	.	.	PUNCT
easat-8567	145	1	the	the	DET
easat-8567	145	2	assessing	assess	VERB
easat-8567	145	3	level	level	NOUN
easat-8567	145	4	organizations	organization	NOUN
easat-8567	145	5	(	(	PUNCT
easat-8567	145	6	cases	case	NOUN
easat-8567	145	7	c	c	NOUN
easat-8567	145	8	,	,	PUNCT
easat-8567	145	9	f	f	PROPN
easat-8567	145	10	,	,	PUNCT
easat-8567	145	11	g	g	PROPN
easat-8567	145	12	,	,	PUNCT
easat-8567	145	13	&	&	CCONJ
easat-8567	145	14	h	h	NOUN
easat-8567	145	15	)	)	PUNCT
easat-8567	145	16	are	be	AUX
easat-8567	145	17	starting	start	VERB
easat-8567	145	18	their	their	PRON
easat-8567	145	19	ai	ai	ADJ
easat-8567	145	20	adoption	adoption	NOUN
easat-8567	145	21	process	process	NOUN
easat-8567	145	22	,	,	PUNCT
easat-8567	145	23	where	where	SCONJ
easat-8567	145	24	the	the	DET
easat-8567	145	25	majority	majority	NOUN
easat-8567	145	26	were	be	AUX
easat-8567	145	27	in	in	ADP
easat-8567	145	28	the	the	DET
easat-8567	145	29	pilot	pilot	NOUN
easat-8567	145	30	stage	stage	NOUN
easat-8567	145	31	or	or	CCONJ
easat-8567	145	32	were	be	AUX
easat-8567	145	33	for	for	ADP
easat-8567	145	34	one	one	NUM
easat-8567	145	35	business	business	NOUN
easat-8567	145	36	function	function	NOUN
easat-8567	145	37	only	only	ADV
easat-8567	145	38	,	,	PUNCT
easat-8567	145	39	such	such	ADJ
easat-8567	145	40	as	as	ADP
easat-8567	145	41	the	the	DET
easat-8567	145	42	use	use	NOUN
easat-8567	145	43	of	of	ADP
easat-8567	145	44	conversational	conversational	ADJ
easat-8567	145	45	ai	ai	PROPN
easat-8567	145	46	agents	agent	NOUN
easat-8567	145	47	.	.	PUNCT
easat-8567	146	1	320	320	NUM
easat-8567	146	2	edelweiss	edelweiss	PROPN
easat-8567	146	3	applied	apply	VERB
easat-8567	146	4	science	science	NOUN
easat-8567	146	5	and	and	CCONJ
easat-8567	146	6	technology	technology	NOUN
easat-8567	146	7	issn	issn	PROPN
easat-8567	146	8	:	:	PUNCT
easat-8567	146	9	2576	2576	NUM
easat-8567	146	10	-	-	SYM
easat-8567	146	11	8484	8484	NUM
easat-8567	146	12	vol	vol	NOUN
easat-8567	146	13	.	.	PROPN
easat-8567	147	1	9	9	NUM
easat-8567	147	2	,	,	PUNCT
easat-8567	147	3	no	no	INTJ
easat-8567	147	4	.	.	NOUN
easat-8567	148	1	7	7	NUM
easat-8567	148	2	:	:	SYM
easat-8567	148	3	312	312	NUM
easat-8567	148	4	-	-	SYM
easat-8567	148	5	325	325	NUM
easat-8567	148	6	,	,	PUNCT
easat-8567	148	7	2025	2025	NUM
easat-8567	148	8	doi	doi	NOUN
easat-8567	148	9	:	:	PUNCT
easat-8567	148	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	148	11	©	©	PROPN
easat-8567	148	12	2025	2025	NUM
easat-8567	148	13	by	by	ADP
easat-8567	148	14	the	the	DET
easat-8567	148	15	author	author	NOUN
easat-8567	148	16	;	;	PUNCT
easat-8567	148	17	licensee	licensee	PROPN
easat-8567	148	18	learning	learning	NOUN
easat-8567	148	19	gate	gate	VERB
easat-8567	148	20	these	these	DET
easat-8567	148	21	organizations	organization	NOUN
easat-8567	148	22	face	face	VERB
easat-8567	148	23	concerns	concern	NOUN
easat-8567	148	24	over	over	ADP
easat-8567	148	25	commitment	commitment	NOUN
easat-8567	148	26	from	from	ADP
easat-8567	148	27	the	the	DET
easat-8567	148	28	leadership	leadership	NOUN
easat-8567	148	29	,	,	PUNCT
easat-8567	148	30	ai	ai	VERB
easat-8567	148	31	workforce	workforce	NOUN
easat-8567	148	32	literacy	literacy	NOUN
easat-8567	148	33	,	,	PUNCT
easat-8567	148	34	and	and	CCONJ
easat-8567	148	35	regulatory	regulatory	ADJ
easat-8567	148	36	uncertainty	uncertainty	NOUN
easat-8567	148	37	.	.	PUNCT
easat-8567	149	1	4.2	4.2	NUM
easat-8567	149	2	.	.	PUNCT
easat-8567	150	1	influence	influence	NOUN
easat-8567	150	2	of	of	ADP
easat-8567	150	3	organizational	organizational	ADJ
easat-8567	150	4	and	and	CCONJ
easat-8567	150	5	market	market	NOUN
easat-8567	150	6	factors	factor	NOUN
easat-8567	150	7	findings	finding	NOUN
easat-8567	150	8	indicate	indicate	VERB
easat-8567	150	9	that	that	SCONJ
easat-8567	150	10	ai	ai	AUX
easat-8567	150	11	adoption	adoption	NOUN
easat-8567	150	12	maturity	maturity	NOUN
easat-8567	150	13	correlates	correlate	VERB
easat-8567	150	14	with	with	ADP
easat-8567	150	15	organizational	organizational	ADJ
easat-8567	150	16	structure	structure	NOUN
easat-8567	150	17	,	,	PUNCT
easat-8567	150	18	industry	industry	NOUN
easat-8567	150	19	sector	sector	NOUN
easat-8567	150	20	,	,	PUNCT
easat-8567	150	21	and	and	CCONJ
easat-8567	150	22	regulatory	regulatory	ADJ
easat-8567	150	23	influences	influence	NOUN
easat-8567	150	24	.	.	PUNCT
easat-8567	151	1	•	•	NUM
easat-8567	151	2	large	large	ADJ
easat-8567	151	3	state	state	NOUN
easat-8567	151	4	-	-	PUNCT
easat-8567	151	5	owned	own	VERB
easat-8567	151	6	enterprises	enterprise	NOUN
easat-8567	151	7	(	(	PUNCT
easat-8567	151	8	cases	case	NOUN
easat-8567	151	9	a	a	PRON
easat-8567	151	10	&	&	CCONJ
easat-8567	151	11	b	b	NOUN
easat-8567	151	12	)	)	PUNCT
easat-8567	151	13	exhibit	exhibit	VERB
easat-8567	151	14	higher	high	ADJ
easat-8567	151	15	ai	ai	VERB
easat-8567	151	16	maturity	maturity	NOUN
easat-8567	151	17	due	due	ADJ
easat-8567	151	18	to	to	ADP
easat-8567	151	19	strong	strong	ADJ
easat-8567	151	20	leadership	leadership	NOUN
easat-8567	151	21	support	support	NOUN
easat-8567	151	22	,	,	PUNCT
easat-8567	151	23	investment	investment	NOUN
easat-8567	151	24	in	in	ADP
easat-8567	151	25	ai	ai	PROPN
easat-8567	151	26	infrastructure	infrastructure	NOUN
easat-8567	151	27	,	,	PUNCT
easat-8567	151	28	and	and	CCONJ
easat-8567	151	29	defined	define	VERB
easat-8567	151	30	ai	ai	VERB
easat-8567	151	31	governance	governance	NOUN
easat-8567	151	32	frameworks	framework	NOUN
easat-8567	151	33	.	.	PUNCT
easat-8567	152	1	•	•	NUM
easat-8567	152	2	government	government	NOUN
easat-8567	152	3	ministries	ministry	NOUN
easat-8567	152	4	and	and	CCONJ
easat-8567	152	5	agencies	agency	NOUN
easat-8567	152	6	(	(	PUNCT
easat-8567	152	7	cases	case	NOUN
easat-8567	152	8	d	d	PROPN
easat-8567	152	9	&	&	CCONJ
easat-8567	152	10	e	e	NOUN
easat-8567	152	11	)	)	PUNCT
easat-8567	152	12	align	align	VERB
easat-8567	152	13	with	with	ADP
easat-8567	152	14	the	the	DET
easat-8567	152	15	determined	determined	ADJ
easat-8567	152	16	level	level	NOUN
easat-8567	152	17	,	,	PUNCT
easat-8567	152	18	demonstrating	demonstrate	VERB
easat-8567	152	19	strategic	strategic	ADJ
easat-8567	152	20	ai	ai	NOUN
easat-8567	152	21	adoption	adoption	NOUN
easat-8567	152	22	but	but	CCONJ
easat-8567	152	23	facing	face	VERB
easat-8567	152	24	bureaucratic	bureaucratic	ADJ
easat-8567	152	25	challenges	challenge	NOUN
easat-8567	152	26	in	in	ADP
easat-8567	152	27	implementation	implementation	NOUN
easat-8567	152	28	.	.	PUNCT
easat-8567	153	1	•	•	NUM
easat-8567	153	2	local	local	ADJ
easat-8567	153	3	administrations	administration	NOUN
easat-8567	153	4	and	and	CCONJ
easat-8567	153	5	private	private	ADJ
easat-8567	153	6	sector	sector	NOUN
easat-8567	153	7	firms	firm	NOUN
easat-8567	153	8	(	(	PUNCT
easat-8567	153	9	cases	case	NOUN
easat-8567	153	10	c	c	NOUN
easat-8567	153	11	,	,	PUNCT
easat-8567	153	12	f	f	PROPN
easat-8567	153	13	,	,	PUNCT
easat-8567	153	14	g	g	PROPN
easat-8567	153	15	,	,	PUNCT
easat-8567	153	16	&	&	CCONJ
easat-8567	153	17	h	h	NOUN
easat-8567	153	18	)	)	PUNCT
easat-8567	153	19	are	be	AUX
easat-8567	153	20	in	in	ADP
easat-8567	153	21	the	the	DET
easat-8567	153	22	early	early	ADJ
easat-8567	153	23	adoption	adoption	NOUN
easat-8567	153	24	phase	phase	NOUN
easat-8567	153	25	,	,	PUNCT
easat-8567	153	26	experimenting	experiment	VERB
easat-8567	153	27	with	with	ADP
easat-8567	153	28	ai	ai	INTJ
easat-8567	153	29	but	but	CCONJ
easat-8567	153	30	constrained	constrain	VERB
easat-8567	153	31	by	by	ADP
easat-8567	153	32	limited	limited	ADJ
easat-8567	153	33	resources	resource	NOUN
easat-8567	153	34	and	and	CCONJ
easat-8567	153	35	regulatory	regulatory	ADJ
easat-8567	153	36	uncertainties	uncertainty	NOUN
easat-8567	153	37	.	.	PUNCT
easat-8567	154	1	additionally	additionally	ADV
easat-8567	154	2	,	,	PUNCT
easat-8567	154	3	market	market	NOUN
easat-8567	154	4	competition	competition	NOUN
easat-8567	154	5	and	and	CCONJ
easat-8567	154	6	regulatory	regulatory	ADJ
easat-8567	154	7	compliance	compliance	NOUN
easat-8567	154	8	serve	serve	VERB
easat-8567	154	9	as	as	ADP
easat-8567	154	10	external	external	ADJ
easat-8567	154	11	pressures	pressure	NOUN
easat-8567	154	12	accelerating	accelerate	VERB
easat-8567	154	13	ai	ai	VERB
easat-8567	154	14	adoption	adoption	NOUN
easat-8567	154	15	.	.	PUNCT
easat-8567	155	1	organizations	organization	NOUN
easat-8567	155	2	in	in	ADP
easat-8567	155	3	highly	highly	ADV
easat-8567	155	4	competitive	competitive	ADJ
easat-8567	155	5	industries	industry	NOUN
easat-8567	155	6	such	such	ADJ
easat-8567	155	7	as	as	ADP
easat-8567	155	8	finance	finance	NOUN
easat-8567	155	9	and	and	CCONJ
easat-8567	155	10	healthcare	healthcare	PROPN
easat-8567	155	11	report	report	PROPN
easat-8567	155	12	higher	higher	ADV
easat-8567	155	13	ai	ai	VERB
easat-8567	155	14	readiness	readiness	NOUN
easat-8567	155	15	compared	compare	VERB
easat-8567	155	16	to	to	ADP
easat-8567	155	17	sectors	sector	NOUN
easat-8567	155	18	like	like	ADP
easat-8567	155	19	manufacturing	manufacturing	NOUN
easat-8567	155	20	and	and	CCONJ
easat-8567	155	21	retail	retail	NOUN
easat-8567	155	22	,	,	PUNCT
easat-8567	155	23	where	where	SCONJ
easat-8567	155	24	adoption	adoption	NOUN
easat-8567	155	25	remains	remain	VERB
easat-8567	155	26	slow	slow	ADJ
easat-8567	155	27	due	due	ADP
easat-8567	155	28	to	to	ADP
easat-8567	155	29	cost	cost	VERB
easat-8567	155	30	barriers	barrier	NOUN
easat-8567	155	31	and	and	CCONJ
easat-8567	155	32	workforce	workforce	PROPN
easat-8567	155	33	resistance	resistance	NOUN
easat-8567	155	34	.	.	PUNCT
easat-8567	156	1	4.3	4.3	NUM
easat-8567	156	2	.	.	PUNCT
easat-8567	156	3	ai	ai	VERB
easat-8567	156	4	adoption	adoption	NOUN
easat-8567	156	5	success	success	NOUN
easat-8567	156	6	and	and	CCONJ
easat-8567	156	7	challenges	challenge	NOUN
easat-8567	156	8	despite	despite	SCONJ
easat-8567	156	9	advancements	advancement	NOUN
easat-8567	156	10	in	in	ADP
easat-8567	156	11	ai	ai	ADJ
easat-8567	156	12	integration	integration	NOUN
easat-8567	156	13	,	,	PUNCT
easat-8567	156	14	some	some	DET
easat-8567	156	15	organizations	organization	NOUN
easat-8567	156	16	struggle	struggle	VERB
easat-8567	156	17	to	to	PART
easat-8567	156	18	achieve	achieve	VERB
easat-8567	156	19	their	their	PRON
easat-8567	156	20	ai	ai	ADJ
easat-8567	156	21	project	project	NOUN
easat-8567	156	22	objectives	objective	NOUN
easat-8567	156	23	.	.	PUNCT
easat-8567	157	1	among	among	ADP
easat-8567	157	2	the	the	DET
easat-8567	157	3	cases	case	NOUN
easat-8567	157	4	studied	study	VERB
easat-8567	157	5	:	:	PUNCT
easat-8567	157	6	•	•	NUM
easat-8567	157	7	two	two	NUM
easat-8567	157	8	organizations	organization	NOUN
easat-8567	157	9	(	(	PUNCT
easat-8567	157	10	cases	case	NOUN
easat-8567	157	11	a	a	PRON
easat-8567	157	12	&	&	CCONJ
easat-8567	157	13	b	b	NOUN
easat-8567	157	14	)	)	PUNCT
easat-8567	157	15	successfully	successfully	ADV
easat-8567	157	16	implemented	implement	VERB
easat-8567	157	17	ai	ai	PROPN
easat-8567	157	18	initiatives	initiative	NOUN
easat-8567	157	19	,	,	PUNCT
easat-8567	157	20	reaching	reach	VERB
easat-8567	157	21	full	full	ADJ
easat-8567	157	22	-	-	PUNCT
easat-8567	157	23	scale	scale	NOUN
easat-8567	157	24	deployment	deployment	NOUN
easat-8567	157	25	.	.	PUNCT
easat-8567	158	1	•	•	NUM
easat-8567	158	2	two	two	NUM
easat-8567	158	3	organizations	organization	NOUN
easat-8567	158	4	(	(	PUNCT
easat-8567	158	5	cases	case	NOUN
easat-8567	158	6	d	d	PROPN
easat-8567	158	7	&	&	CCONJ
easat-8567	158	8	e	e	NOUN
easat-8567	158	9	)	)	PUNCT
easat-8567	158	10	have	have	AUX
easat-8567	158	11	made	make	VERB
easat-8567	158	12	progress	progress	NOUN
easat-8567	158	13	toward	toward	ADP
easat-8567	158	14	their	their	PRON
easat-8567	158	15	goals	goal	NOUN
easat-8567	158	16	,	,	PUNCT
easat-8567	158	17	with	with	ADP
easat-8567	158	18	plans	plan	NOUN
easat-8567	158	19	for	for	ADP
easat-8567	158	20	future	future	ADJ
easat-8567	158	21	expansion	expansion	NOUN
easat-8567	158	22	.	.	PUNCT
easat-8567	159	1	•	•	NUM
easat-8567	159	2	five	five	NUM
easat-8567	159	3	organizations	organization	NOUN
easat-8567	159	4	(	(	PUNCT
easat-8567	159	5	cases	case	NOUN
easat-8567	159	6	c	c	NOUN
easat-8567	159	7	,	,	PUNCT
easat-8567	159	8	f	f	PROPN
easat-8567	159	9	,	,	PUNCT
easat-8567	159	10	g	g	PROPN
easat-8567	159	11	,	,	PUNCT
easat-8567	159	12	&	&	CCONJ
easat-8567	159	13	h	h	NOUN
easat-8567	159	14	)	)	PUNCT
easat-8567	159	15	remain	remain	VERB
easat-8567	159	16	uncertain	uncertain	ADJ
easat-8567	159	17	about	about	ADP
easat-8567	159	18	achieving	achieve	VERB
easat-8567	159	19	ai	ai	VERB
easat-8567	159	20	implementation	implementation	NOUN
easat-8567	159	21	success	success	NOUN
easat-8567	159	22	,	,	PUNCT
easat-8567	159	23	mainly	mainly	ADV
easat-8567	159	24	due	due	ADP
easat-8567	159	25	to	to	ADP
easat-8567	159	26	a	a	DET
easat-8567	159	27	lack	lack	NOUN
easat-8567	159	28	of	of	ADP
easat-8567	159	29	technical	technical	ADJ
easat-8567	159	30	expertise	expertise	NOUN
easat-8567	159	31	,	,	PUNCT
easat-8567	159	32	leadership	leadership	NOUN
easat-8567	159	33	commitment	commitment	NOUN
easat-8567	159	34	,	,	PUNCT
easat-8567	159	35	and	and	CCONJ
easat-8567	159	36	unclear	unclear	ADJ
easat-8567	159	37	roi	roi	NOUN
easat-8567	159	38	.	.	PUNCT
easat-8567	160	1	these	these	DET
easat-8567	160	2	insights	insight	NOUN
easat-8567	160	3	emphasize	emphasize	VERB
easat-8567	160	4	the	the	DET
easat-8567	160	5	need	need	NOUN
easat-8567	160	6	for	for	ADP
easat-8567	160	7	structured	structure	VERB
easat-8567	160	8	ai	ai	VERB
easat-8567	160	9	roadmaps	roadmap	NOUN
easat-8567	160	10	,	,	PUNCT
easat-8567	160	11	continuous	continuous	ADJ
easat-8567	160	12	ai	ai	NOUN
easat-8567	160	13	training	training	NOUN
easat-8567	160	14	programs	program	NOUN
easat-8567	160	15	,	,	PUNCT
easat-8567	160	16	and	and	CCONJ
easat-8567	160	17	regulatory	regulatory	ADJ
easat-8567	160	18	clarity	clarity	NOUN
easat-8567	160	19	to	to	PART
easat-8567	160	20	facilitate	facilitate	VERB
easat-8567	160	21	ai	ai	VERB
easat-8567	160	22	adoption	adoption	NOUN
easat-8567	160	23	across	across	ADP
easat-8567	160	24	industries	industry	NOUN
easat-8567	160	25	in	in	ADP
easat-8567	160	26	saudi	saudi	PROPN
easat-8567	160	27	arabia	arabia	PROPN
easat-8567	160	28	.	.	PUNCT
easat-8567	161	1	the	the	DET
easat-8567	161	2	comparative	comparative	ADJ
easat-8567	161	3	analysis	analysis	NOUN
easat-8567	161	4	confirms	confirm	VERB
easat-8567	161	5	that	that	SCONJ
easat-8567	161	6	industry	industry	NOUN
easat-8567	161	7	-	-	PUNCT
easat-8567	161	8	specific	specific	ADJ
easat-8567	161	9	challenges	challenge	NOUN
easat-8567	161	10	,	,	PUNCT
easat-8567	161	11	leadership	leadership	NOUN
easat-8567	161	12	support	support	NOUN
easat-8567	161	13	,	,	PUNCT
easat-8567	161	14	and	and	CCONJ
easat-8567	161	15	external	external	ADJ
easat-8567	161	16	pressures	pressure	NOUN
easat-8567	161	17	significantly	significantly	ADV
easat-8567	161	18	influence	influence	VERB
easat-8567	161	19	ai	ai	VERB
easat-8567	161	20	adoption	adoption	NOUN
easat-8567	161	21	success	success	NOUN
easat-8567	161	22	.	.	PUNCT
easat-8567	162	1	4.3.1	4.3.1	X
easat-8567	162	2	.	.	PUNCT
easat-8567	162	3	technological	technological	ADJ
easat-8567	162	4	factors	factor	NOUN
easat-8567	162	5	following	follow	VERB
easat-8567	162	6	the	the	DET
easat-8567	162	7	toe	toe	NOUN
easat-8567	162	8	framework	framework	NOUN
easat-8567	162	9	,	,	PUNCT
easat-8567	162	10	the	the	DET
easat-8567	162	11	technological	technological	ADJ
easat-8567	162	12	factors	factor	NOUN
easat-8567	162	13	influencing	influence	VERB
easat-8567	162	14	ai	ai	VERB
easat-8567	162	15	adoption	adoption	NOUN
easat-8567	162	16	across	across	ADP
easat-8567	162	17	different	different	ADJ
easat-8567	162	18	cases	case	NOUN
easat-8567	162	19	were	be	AUX
easat-8567	162	20	analyzed	analyze	VERB
easat-8567	162	21	.	.	PUNCT
easat-8567	163	1	a	a	DET
easat-8567	163	2	key	key	ADJ
easat-8567	163	3	finding	finding	NOUN
easat-8567	163	4	was	be	AUX
easat-8567	163	5	that	that	SCONJ
easat-8567	163	6	ai	ai	VERB
easat-8567	163	7	adoption	adoption	NOUN
easat-8567	163	8	was	be	AUX
easat-8567	163	9	driven	drive	VERB
easat-8567	163	10	primarily	primarily	ADV
easat-8567	163	11	by	by	ADP
easat-8567	163	12	technological	technological	ADJ
easat-8567	163	13	necessity	necessity	NOUN
easat-8567	163	14	rather	rather	ADV
easat-8567	163	15	than	than	ADP
easat-8567	163	16	strategic	strategic	ADJ
easat-8567	163	17	intent	intent	NOUN
easat-8567	163	18	.	.	PUNCT
easat-8567	164	1	most	most	ADJ
easat-8567	164	2	organizations	organization	NOUN
easat-8567	164	3	went	go	VERB
easat-8567	164	4	for	for	SCONJ
easat-8567	164	5	ai	ai	VERB
easat-8567	164	6	bottom	bottom	NOUN
easat-8567	164	7	-	-	PUNCT
easat-8567	164	8	up	up	NOUN
easat-8567	164	9	when	when	SCONJ
easat-8567	164	10	traditional	traditional	ADJ
easat-8567	164	11	technologies	technology	NOUN
easat-8567	164	12	were	be	AUX
easat-8567	164	13	unable	unable	ADJ
easat-8567	164	14	to	to	PART
easat-8567	164	15	address	address	VERB
easat-8567	164	16	complex	complex	ADJ
easat-8567	164	17	problems	problem	NOUN
easat-8567	164	18	.	.	PUNCT
easat-8567	165	1	in	in	ADP
easat-8567	165	2	others	other	NOUN
easat-8567	165	3	,	,	PUNCT
easat-8567	165	4	ai	ai	VERB
easat-8567	165	5	was	be	AUX
easat-8567	165	6	only	only	ADV
easat-8567	165	7	added	add	VERB
easat-8567	165	8	after	after	ADP
easat-8567	165	9	the	the	DET
easat-8567	165	10	realization	realization	NOUN
easat-8567	165	11	that	that	SCONJ
easat-8567	165	12	traditional	traditional	ADJ
easat-8567	165	13	solutions	solution	NOUN
easat-8567	165	14	were	be	AUX
easat-8567	165	15	not	not	PART
easat-8567	165	16	scalable	scalable	ADJ
easat-8567	165	17	.	.	PUNCT
easat-8567	166	1	for	for	ADP
easat-8567	166	2	example	example	NOUN
easat-8567	166	3	,	,	PUNCT
easat-8567	166	4	the	the	DET
easat-8567	166	5	use	use	NOUN
easat-8567	166	6	of	of	ADP
easat-8567	166	7	deep	deep	ADJ
easat-8567	166	8	learning	learning	NOUN
easat-8567	166	9	in	in	ADP
easat-8567	166	10	case	case	NOUN
easat-8567	166	11	a	a	PRON
easat-8567	166	12	was	be	AUX
easat-8567	166	13	guided	guide	VERB
easat-8567	166	14	by	by	ADP
easat-8567	166	15	its	its	PRON
easat-8567	166	16	scalability	scalability	NOUN
easat-8567	166	17	advantages	advantage	NOUN
easat-8567	166	18	,	,	PUNCT
easat-8567	166	19	while	while	SCONJ
easat-8567	166	20	ai	ai	INTJ
easat-8567	166	21	was	be	AUX
easat-8567	166	22	added	add	VERB
easat-8567	166	23	during	during	ADP
easat-8567	166	24	the	the	DET
easat-8567	166	25	execution	execution	NOUN
easat-8567	166	26	of	of	ADP
easat-8567	166	27	the	the	DET
easat-8567	166	28	project	project	NOUN
easat-8567	166	29	when	when	SCONJ
easat-8567	166	30	traditional	traditional	ADJ
easat-8567	166	31	technologies	technology	NOUN
easat-8567	166	32	were	be	AUX
easat-8567	166	33	not	not	PART
easat-8567	166	34	good	good	ADJ
easat-8567	166	35	enough	enough	ADV
easat-8567	166	36	.	.	PUNCT
easat-8567	167	1	another	another	DET
easat-8567	167	2	critical	critical	ADJ
easat-8567	167	3	element	element	NOUN
easat-8567	167	4	was	be	AUX
easat-8567	167	5	the	the	DET
easat-8567	167	6	impact	impact	NOUN
easat-8567	167	7	of	of	ADP
easat-8567	167	8	ai	ai	NOUN
easat-8567	167	9	on	on	ADP
easat-8567	167	10	business	business	NOUN
easat-8567	167	11	processes	process	NOUN
easat-8567	167	12	.	.	PUNCT
easat-8567	168	1	results	result	NOUN
easat-8567	168	2	were	be	AUX
easat-8567	168	3	variable	variable	ADJ
easat-8567	168	4	because	because	SCONJ
easat-8567	168	5	some	some	DET
easat-8567	168	6	organizations	organization	NOUN
easat-8567	168	7	avoided	avoid	VERB
easat-8567	168	8	the	the	DET
easat-8567	168	9	alteration	alteration	NOUN
easat-8567	168	10	of	of	ADP
easat-8567	168	11	internal	internal	ADJ
easat-8567	168	12	processes	process	NOUN
easat-8567	168	13	,	,	PUNCT
easat-8567	168	14	whereas	whereas	SCONJ
easat-8567	168	15	others	other	NOUN
easat-8567	168	16	adopted	adopt	VERB
easat-8567	168	17	ai	ai	VERB
easat-8567	168	18	proactively	proactively	ADV
easat-8567	168	19	into	into	ADP
easat-8567	168	20	their	their	PRON
easat-8567	168	21	processes	process	NOUN
easat-8567	168	22	.	.	PUNCT
easat-8567	169	1	successful	successful	ADJ
easat-8567	169	2	cases	case	NOUN
easat-8567	169	3	for	for	ADP
easat-8567	169	4	adopting	adopt	VERB
easat-8567	169	5	ai	ai	VERB
easat-8567	169	6	underlined	underline	VERB
easat-8567	169	7	the	the	DET
easat-8567	169	8	importance	importance	NOUN
easat-8567	169	9	of	of	ADP
easat-8567	169	10	high	high	ADJ
easat-8567	169	11	-	-	PUNCT
easat-8567	169	12	quality	quality	NOUN
easat-8567	169	13	data	datum	NOUN
easat-8567	169	14	,	,	PUNCT
easat-8567	169	15	appropriate	appropriate	ADJ
easat-8567	169	16	infrastructure	infrastructure	NOUN
easat-8567	169	17	,	,	PUNCT
easat-8567	169	18	and	and	CCONJ
easat-8567	169	19	apis	apis	NOUN
easat-8567	169	20	for	for	ADP
easat-8567	169	21	easier	easy	ADJ
easat-8567	169	22	adoption	adoption	NOUN
easat-8567	169	23	.	.	PUNCT
easat-8567	170	1	others	other	NOUN
easat-8567	170	2	were	be	AUX
easat-8567	170	3	frustrated	frustrate	VERB
easat-8567	170	4	by	by	ADP
easat-8567	170	5	the	the	DET
easat-8567	170	6	lack	lack	NOUN
easat-8567	170	7	of	of	ADP
easat-8567	170	8	these	these	DET
easat-8567	170	9	prerequisites	prerequisite	NOUN
easat-8567	170	10	,	,	PUNCT
easat-8567	170	11	which	which	PRON
easat-8567	170	12	tended	tend	VERB
easat-8567	170	13	to	to	PART
easat-8567	170	14	undermine	undermine	VERB
easat-8567	170	15	the	the	DET
easat-8567	170	16	business	business	NOUN
easat-8567	170	17	feasibility	feasibility	NOUN
easat-8567	170	18	for	for	ADP
easat-8567	170	19	ai	ai	NOUN
easat-8567	170	20	projects	project	NOUN
easat-8567	170	21	.	.	PUNCT
easat-8567	171	1	others	other	NOUN
easat-8567	171	2	also	also	ADV
easat-8567	171	3	adopted	adopt	VERB
easat-8567	171	4	ai	ai	VERB
easat-8567	171	5	reactively	reactively	ADV
easat-8567	171	6	,	,	PUNCT
easat-8567	171	7	using	use	VERB
easat-8567	171	8	the	the	DET
easat-8567	171	9	top	top	ADJ
easat-8567	171	10	-	-	PUNCT
easat-8567	171	11	down	down	ADP
easat-8567	171	12	approach	approach	NOUN
easat-8567	171	13	by	by	ADP
easat-8567	171	14	hiring	hire	VERB
easat-8567	171	15	specialists	specialist	NOUN
easat-8567	171	16	and	and	CCONJ
easat-8567	171	17	mapping	mapping	NOUN
easat-8567	171	18	data	datum	NOUN
easat-8567	171	19	infrastructure	infrastructure	NOUN
easat-8567	171	20	prior	prior	ADV
easat-8567	171	21	.	.	PUNCT
easat-8567	172	1	these	these	DET
easat-8567	172	2	organizations	organization	NOUN
easat-8567	172	3	were	be	AUX
easat-8567	172	4	observed	observe	VERB
easat-8567	172	5	to	to	PART
easat-8567	172	6	use	use	VERB
easat-8567	172	7	a	a	DET
easat-8567	172	8	formal	formal	ADJ
easat-8567	172	9	ai	ai	NOUN
easat-8567	172	10	adoption	adoption	NOUN
easat-8567	172	11	process	process	NOUN
easat-8567	172	12	compared	compare	VERB
easat-8567	172	13	to	to	ADP
easat-8567	172	14	those	those	PRON
easat-8567	172	15	adopting	adopt	VERB
easat-8567	172	16	ai	ai	VERB
easat-8567	172	17	reactively	reactively	ADV
easat-8567	172	18	.	.	PUNCT
easat-8567	173	1	321	321	NUM
easat-8567	173	2	edelweiss	edelweiss	PROPN
easat-8567	173	3	applied	apply	VERB
easat-8567	173	4	science	science	NOUN
easat-8567	173	5	and	and	CCONJ
easat-8567	173	6	technology	technology	NOUN
easat-8567	173	7	issn	issn	PROPN
easat-8567	173	8	:	:	PUNCT
easat-8567	173	9	2576	2576	NUM
easat-8567	173	10	-	-	SYM
easat-8567	173	11	8484	8484	NUM
easat-8567	173	12	vol	vol	NOUN
easat-8567	173	13	.	.	PROPN
easat-8567	174	1	9	9	NUM
easat-8567	174	2	,	,	PUNCT
easat-8567	174	3	no	no	INTJ
easat-8567	174	4	.	.	NOUN
easat-8567	175	1	7	7	NUM
easat-8567	175	2	:	:	SYM
easat-8567	175	3	312	312	NUM
easat-8567	175	4	-	-	SYM
easat-8567	175	5	325	325	NUM
easat-8567	175	6	,	,	PUNCT
easat-8567	175	7	2025	2025	NUM
easat-8567	175	8	doi	doi	NOUN
easat-8567	175	9	:	:	PUNCT
easat-8567	175	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	175	11	©	©	PROPN
easat-8567	175	12	2025	2025	NUM
easat-8567	175	13	by	by	ADP
easat-8567	175	14	the	the	DET
easat-8567	175	15	author	author	NOUN
easat-8567	175	16	;	;	PUNCT
easat-8567	175	17	licensee	licensee	NOUN
easat-8567	175	18	learning	learn	VERB
easat-8567	175	19	gate	gate	NOUN
easat-8567	175	20	4.3.2	4.3.2	NOUN
easat-8567	175	21	.	.	PUNCT
easat-8567	176	1	organizational	organizational	ADJ
easat-8567	176	2	factors	factor	NOUN
easat-8567	176	3	organizational	organizational	ADJ
easat-8567	176	4	factors	factor	NOUN
easat-8567	176	5	also	also	ADV
easat-8567	176	6	played	play	VERB
easat-8567	176	7	their	their	PRON
easat-8567	176	8	part	part	NOUN
easat-8567	176	9	in	in	ADP
easat-8567	176	10	the	the	DET
easat-8567	176	11	adoption	adoption	NOUN
easat-8567	176	12	of	of	ADP
easat-8567	176	13	ai	ai	PROPN
easat-8567	176	14	.	.	PROPN
easat-8567	176	15	leadership	leadership	NOUN
easat-8567	176	16	support	support	NOUN
easat-8567	176	17	topped	top	VERB
easat-8567	176	18	the	the	DET
easat-8567	176	19	list	list	NOUN
easat-8567	176	20	of	of	ADP
easat-8567	176	21	the	the	DET
easat-8567	176	22	highest	high	ADJ
easat-8567	176	23	influences	influence	NOUN
easat-8567	176	24	.	.	PUNCT
easat-8567	177	1	in	in	ADP
easat-8567	177	2	all	all	DET
easat-8567	177	3	cases	case	NOUN
easat-8567	177	4	,	,	PUNCT
easat-8567	177	5	support	support	NOUN
easat-8567	177	6	from	from	ADP
easat-8567	177	7	the	the	DET
easat-8567	177	8	leader	leader	NOUN
easat-8567	177	9	helped	helped	AUX
easat-8567	177	10	secure	secure	VERB
easat-8567	177	11	financing	financing	NOUN
easat-8567	177	12	,	,	PUNCT
easat-8567	177	13	resolve	resolve	VERB
easat-8567	177	14	the	the	DET
easat-8567	177	15	resistance	resistance	NOUN
easat-8567	177	16	,	,	PUNCT
easat-8567	177	17	and	and	CCONJ
easat-8567	177	18	make	make	VERB
easat-8567	177	19	ai	ai	VERB
easat-8567	177	20	adoption	adoption	NOUN
easat-8567	177	21	possible	possible	ADJ
easat-8567	177	22	.	.	PUNCT
easat-8567	178	1	organizations	organization	NOUN
easat-8567	178	2	where	where	SCONJ
easat-8567	178	3	the	the	DET
easat-8567	178	4	transition	transition	NOUN
easat-8567	178	5	was	be	AUX
easat-8567	178	6	approached	approach	VERB
easat-8567	178	7	proactively	proactively	ADV
easat-8567	178	8	by	by	ADP
easat-8567	178	9	solving	solve	VERB
easat-8567	178	10	the	the	DET
easat-8567	178	11	concerns	concern	NOUN
easat-8567	178	12	of	of	ADP
easat-8567	178	13	the	the	DET
easat-8567	178	14	employees	employee	NOUN
easat-8567	178	15	towards	towards	ADP
easat-8567	178	16	ai	ai	VERB
easat-8567	178	17	adoption	adoption	NOUN
easat-8567	178	18	were	be	AUX
easat-8567	178	19	able	able	ADJ
easat-8567	178	20	to	to	PART
easat-8567	178	21	make	make	VERB
easat-8567	178	22	the	the	DET
easat-8567	178	23	transition	transition	NOUN
easat-8567	178	24	less	less	ADV
easat-8567	178	25	complicated	complicated	ADJ
easat-8567	178	26	.	.	PUNCT
easat-8567	179	1	resistance	resistance	NOUN
easat-8567	179	2	towards	towards	ADP
easat-8567	179	3	ai	ai	INTJ
easat-8567	179	4	tended	tend	VERB
easat-8567	179	5	to	to	PART
easat-8567	179	6	come	come	VERB
easat-8567	179	7	from	from	ADP
easat-8567	179	8	the	the	DET
easat-8567	179	9	inability	inability	NOUN
easat-8567	179	10	to	to	PART
easat-8567	179	11	explain	explain	VERB
easat-8567	179	12	and	and	CCONJ
easat-8567	179	13	fear	fear	NOUN
easat-8567	179	14	of	of	ADP
easat-8567	179	15	job	job	NOUN
easat-8567	179	16	loss	loss	NOUN
easat-8567	179	17	,	,	PUNCT
easat-8567	179	18	and	and	CCONJ
easat-8567	179	19	thus	thus	ADV
easat-8567	179	20	,	,	PUNCT
easat-8567	179	21	transparent	transparent	ADJ
easat-8567	179	22	communication	communication	NOUN
easat-8567	179	23	and	and	CCONJ
easat-8567	179	24	education	education	NOUN
easat-8567	179	25	were	be	AUX
easat-8567	179	26	required	require	VERB
easat-8567	179	27	.	.	PUNCT
easat-8567	180	1	innovative	innovative	ADJ
easat-8567	180	2	culture	culture	NOUN
easat-8567	180	3	also	also	ADV
easat-8567	180	4	played	play	VERB
easat-8567	180	5	the	the	DET
easat-8567	180	6	deciding	decide	VERB
easat-8567	180	7	role	role	NOUN
easat-8567	180	8	.	.	PUNCT
easat-8567	181	1	organizations	organization	NOUN
easat-8567	181	2	using	use	VERB
easat-8567	181	3	the	the	DET
easat-8567	181	4	adaptive	adaptive	ADJ
easat-8567	181	5	style	style	NOUN
easat-8567	181	6	of	of	ADP
easat-8567	181	7	management	management	NOUN
easat-8567	181	8	and	and	CCONJ
easat-8567	181	9	the	the	DET
easat-8567	181	10	capability	capability	NOUN
easat-8567	181	11	for	for	ADP
easat-8567	181	12	experimentation	experimentation	NOUN
easat-8567	181	13	were	be	AUX
easat-8567	181	14	likely	likely	ADJ
easat-8567	181	15	to	to	PART
easat-8567	181	16	succeed	succeed	VERB
easat-8567	181	17	in	in	ADP
easat-8567	181	18	ai	ai	ADJ
easat-8567	181	19	adoption	adoption	NOUN
easat-8567	181	20	.	.	PUNCT
easat-8567	182	1	however	however	ADV
easat-8567	182	2	,	,	PUNCT
easat-8567	182	3	risk	risk	NOUN
easat-8567	182	4	-	-	PUNCT
easat-8567	182	5	averse	averse	ADJ
easat-8567	182	6	organizations	organization	NOUN
easat-8567	182	7	were	be	AUX
easat-8567	182	8	held	hold	VERB
easat-8567	182	9	back	back	ADV
easat-8567	182	10	by	by	ADP
easat-8567	182	11	the	the	DET
easat-8567	182	12	risk	risk	NOUN
easat-8567	182	13	associated	associate	VERB
easat-8567	182	14	with	with	ADP
easat-8567	182	15	ai	ai	PRON
easat-8567	182	16	adoption	adoption	NOUN
easat-8567	182	17	,	,	PUNCT
easat-8567	182	18	particularly	particularly	ADV
easat-8567	182	19	for	for	ADP
easat-8567	182	20	publicly	publicly	ADV
easat-8567	182	21	funded	fund	VERB
easat-8567	182	22	bodies	body	NOUN
easat-8567	182	23	where	where	SCONJ
easat-8567	182	24	risk	risk	NOUN
easat-8567	182	25	mitigation	mitigation	NOUN
easat-8567	182	26	is	be	AUX
easat-8567	182	27	the	the	DET
easat-8567	182	28	culture	culture	NOUN
easat-8567	182	29	.	.	PUNCT
easat-8567	183	1	ai	ai	VERB
easat-8567	183	2	strategy	strategy	NOUN
easat-8567	183	3	also	also	ADV
easat-8567	183	4	varied	vary	VERB
easat-8567	183	5	by	by	ADP
easat-8567	183	6	case	case	NOUN
easat-8567	183	7	.	.	PUNCT
easat-8567	184	1	formal	formal	ADJ
easat-8567	184	2	strategic	strategic	ADJ
easat-8567	184	3	papers	paper	NOUN
easat-8567	184	4	were	be	AUX
easat-8567	184	5	present	present	ADJ
easat-8567	184	6	for	for	ADP
easat-8567	184	7	ai	ai	PRON
easat-8567	184	8	adoption	adoption	NOUN
easat-8567	184	9	for	for	ADP
easat-8567	184	10	some	some	DET
easat-8567	184	11	organizations	organization	NOUN
easat-8567	184	12	,	,	PUNCT
easat-8567	184	13	while	while	SCONJ
easat-8567	184	14	for	for	ADP
easat-8567	184	15	others	other	NOUN
easat-8567	184	16	,	,	PUNCT
easat-8567	184	17	ad	ad	NOUN
easat-8567	184	18	-	-	PUNCT
easat-8567	184	19	hoc	hoc	X
easat-8567	184	20	adoption	adoption	NOUN
easat-8567	184	21	rested	rest	VERB
easat-8567	184	22	upon	upon	SCONJ
easat-8567	184	23	the	the	DET
easat-8567	184	24	need	need	NOUN
easat-8567	184	25	for	for	ADP
easat-8567	184	26	technology	technology	NOUN
easat-8567	184	27	.	.	PUNCT
easat-8567	185	1	in	in	ADP
easat-8567	185	2	the	the	DET
easat-8567	185	3	absence	absence	NOUN
easat-8567	185	4	of	of	ADP
easat-8567	185	5	a	a	DET
easat-8567	185	6	specified	specify	VERB
easat-8567	185	7	ai	ai	NOUN
easat-8567	185	8	strategy	strategy	NOUN
easat-8567	185	9	,	,	PUNCT
easat-8567	185	10	adoption	adoption	NOUN
easat-8567	185	11	turned	turn	VERB
easat-8567	185	12	patchy	patchy	ADJ
easat-8567	185	13	,	,	PUNCT
easat-8567	185	14	and	and	CCONJ
easat-8567	185	15	the	the	DET
easat-8567	185	16	attempts	attempt	NOUN
easat-8567	185	17	for	for	ADP
easat-8567	185	18	its	its	PRON
easat-8567	185	19	integration	integration	NOUN
easat-8567	185	20	were	be	AUX
easat-8567	185	21	also	also	ADV
easat-8567	185	22	uneven	uneven	ADJ
easat-8567	185	23	.	.	PUNCT
easat-8567	186	1	other	other	ADJ
easat-8567	186	2	organizational	organizational	ADJ
easat-8567	186	3	dimensions	dimension	NOUN
easat-8567	186	4	,	,	PUNCT
easat-8567	186	5	such	such	ADJ
easat-8567	186	6	as	as	ADP
easat-8567	186	7	resources	resource	NOUN
easat-8567	186	8	,	,	PUNCT
easat-8567	186	9	size	size	NOUN
easat-8567	186	10	,	,	PUNCT
easat-8567	186	11	and	and	CCONJ
easat-8567	186	12	collaboration	collaboration	NOUN
easat-8567	186	13	,	,	PUNCT
easat-8567	186	14	also	also	ADV
easat-8567	186	15	played	play	VERB
easat-8567	186	16	their	their	PRON
easat-8567	186	17	roles	role	NOUN
easat-8567	186	18	in	in	ADP
easat-8567	186	19	ai	ai	ADJ
easat-8567	186	20	adoption	adoption	NOUN
easat-8567	186	21	.	.	PUNCT
easat-8567	187	1	smaller	small	ADJ
easat-8567	187	2	organizations	organization	NOUN
easat-8567	187	3	lagged	lag	VERB
easat-8567	187	4	behind	behind	ADP
easat-8567	187	5	larger	large	ADJ
easat-8567	187	6	organizations	organization	NOUN
easat-8567	187	7	when	when	SCONJ
easat-8567	187	8	it	it	PRON
easat-8567	187	9	came	come	VERB
easat-8567	187	10	to	to	PART
easat-8567	187	11	ai	ai	VERB
easat-8567	187	12	initiative	initiative	NOUN
easat-8567	187	13	progress	progress	NOUN
easat-8567	187	14	,	,	PUNCT
easat-8567	187	15	although	although	SCONJ
easat-8567	187	16	the	the	DET
easat-8567	187	17	size	size	NOUN
easat-8567	187	18	did	do	AUX
easat-8567	187	19	not	not	PART
easat-8567	187	20	determine	determine	VERB
easat-8567	187	21	ai	ai	VERB
easat-8567	187	22	maturity	maturity	NOUN
easat-8567	187	23	.	.	PUNCT
easat-8567	188	1	availability	availability	NOUN
easat-8567	188	2	of	of	ADP
easat-8567	188	3	resources	resource	NOUN
easat-8567	188	4	such	such	ADJ
easat-8567	188	5	as	as	ADP
easat-8567	188	6	financing	financing	NOUN
easat-8567	188	7	,	,	PUNCT
easat-8567	188	8	talent	talent	NOUN
easat-8567	188	9	,	,	PUNCT
easat-8567	188	10	and	and	CCONJ
easat-8567	188	11	high	high	ADJ
easat-8567	188	12	-	-	PUNCT
easat-8567	188	13	quality	quality	NOUN
easat-8567	188	14	data	datum	NOUN
easat-8567	188	15	was	be	AUX
easat-8567	188	16	the	the	DET
easat-8567	188	17	deciding	decide	VERB
easat-8567	188	18	point	point	NOUN
easat-8567	188	19	.	.	PUNCT
easat-8567	189	1	budget	budget	NOUN
easat-8567	189	2	-	-	PUNCT
easat-8567	189	3	constrained	constrain	VERB
easat-8567	189	4	organizations	organization	NOUN
easat-8567	189	5	turned	turn	VERB
easat-8567	189	6	towards	towards	ADP
easat-8567	189	7	partners	partner	NOUN
easat-8567	189	8	and	and	CCONJ
easat-8567	189	9	financing	financing	NOUN
easat-8567	189	10	from	from	ADP
easat-8567	189	11	the	the	DET
easat-8567	189	12	outside	outside	NOUN
easat-8567	189	13	to	to	PART
easat-8567	189	14	supplement	supplement	VERB
easat-8567	189	15	the	the	DET
easat-8567	189	16	shortfall	shortfall	NOUN
easat-8567	189	17	.	.	PUNCT
easat-8567	190	1	collaboration	collaboration	NOUN
easat-8567	190	2	also	also	ADV
easat-8567	190	3	played	play	VERB
easat-8567	190	4	its	its	PRON
easat-8567	190	5	role	role	NOUN
easat-8567	190	6	.	.	PUNCT
easat-8567	191	1	most	most	ADJ
easat-8567	191	2	organizations	organization	NOUN
easat-8567	191	3	collaborated	collaborate	VERB
easat-8567	191	4	with	with	ADP
easat-8567	191	5	the	the	DET
easat-8567	191	6	outside	outside	ADJ
easat-8567	191	7	world	world	NOUN
easat-8567	191	8	,	,	PUNCT
easat-8567	191	9	including	include	VERB
easat-8567	191	10	universities	university	NOUN
easat-8567	191	11	,	,	PUNCT
easat-8567	191	12	private	private	ADJ
easat-8567	191	13	providers	provider	NOUN
easat-8567	191	14	,	,	PUNCT
easat-8567	191	15	and	and	CCONJ
easat-8567	191	16	the	the	DET
easat-8567	191	17	public	public	ADJ
easat-8567	191	18	sector	sector	NOUN
easat-8567	191	19	.	.	PUNCT
easat-8567	192	1	academic	academic	ADJ
easat-8567	192	2	collaborations	collaboration	NOUN
easat-8567	192	3	were	be	AUX
easat-8567	192	4	non	non	ADJ
easat-8567	192	5	-	-	ADJ
easat-8567	192	6	formal	formal	ADJ
easat-8567	192	7	,	,	PUNCT
easat-8567	192	8	while	while	SCONJ
easat-8567	192	9	collaborations	collaboration	NOUN
easat-8567	192	10	with	with	ADP
easat-8567	192	11	private	private	ADJ
easat-8567	192	12	organizations	organization	NOUN
easat-8567	192	13	were	be	AUX
easat-8567	192	14	formal	formal	ADJ
easat-8567	192	15	contracts	contract	NOUN
easat-8567	192	16	.	.	PUNCT
easat-8567	193	1	expertise	expertise	NOUN
easat-8567	193	2	from	from	ADP
easat-8567	193	3	the	the	DET
easat-8567	193	4	outside	outside	NOUN
easat-8567	193	5	contributed	contribute	VERB
easat-8567	193	6	,	,	PUNCT
easat-8567	193	7	but	but	CCONJ
easat-8567	193	8	internal	internal	ADJ
easat-8567	193	9	knowledge	knowledge	NOUN
easat-8567	193	10	about	about	ADP
easat-8567	193	11	the	the	DET
easat-8567	193	12	technology	technology	NOUN
easat-8567	193	13	by	by	ADP
easat-8567	193	14	the	the	DET
easat-8567	193	15	employees	employee	NOUN
easat-8567	193	16	contributed	contribute	VERB
easat-8567	193	17	towards	towards	ADP
easat-8567	193	18	bringing	bring	VERB
easat-8567	193	19	ai	ai	VERB
easat-8567	193	20	adoption	adoption	NOUN
easat-8567	193	21	through	through	ADP
easat-8567	193	22	the	the	DET
easat-8567	193	23	door	door	NOUN
easat-8567	193	24	.	.	PUNCT
easat-8567	194	1	better	well	ADJ
easat-8567	194	2	ai	ai	AUX
easat-8567	194	3	integration	integration	NOUN
easat-8567	194	4	took	take	VERB
easat-8567	194	5	place	place	NOUN
easat-8567	194	6	when	when	SCONJ
easat-8567	194	7	organizations	organization	NOUN
easat-8567	194	8	encouraged	encourage	VERB
easat-8567	194	9	knowledge	knowledge	NOUN
easat-8567	194	10	-	-	PUNCT
easat-8567	194	11	sharing	sharing	NOUN
easat-8567	194	12	through	through	ADP
easat-8567	194	13	internal	internal	ADJ
easat-8567	194	14	activities	activity	NOUN
easat-8567	194	15	and	and	CCONJ
easat-8567	194	16	functional	functional	ADJ
easat-8567	194	17	collaborations	collaboration	NOUN
easat-8567	194	18	.	.	PUNCT
easat-8567	195	1	lastly	lastly	ADV
easat-8567	195	2	,	,	PUNCT
easat-8567	195	3	organizational	organizational	ADJ
easat-8567	195	4	communication	communication	NOUN
easat-8567	195	5	and	and	CCONJ
easat-8567	195	6	internal	internal	ADJ
easat-8567	195	7	motivation	motivation	NOUN
easat-8567	195	8	from	from	ADP
easat-8567	195	9	the	the	DET
easat-8567	195	10	members	member	NOUN
easat-8567	195	11	contributed	contribute	VERB
easat-8567	195	12	extensively	extensively	ADV
easat-8567	195	13	towards	towards	ADP
easat-8567	195	14	the	the	DET
easat-8567	195	15	adoption	adoption	NOUN
easat-8567	195	16	of	of	ADP
easat-8567	195	17	ai	ai	PROPN
easat-8567	195	18	.	.	PUNCT
easat-8567	196	1	ai	ai	VERB
easat-8567	196	2	solution	solution	NOUN
easat-8567	196	3	adoption	adoption	NOUN
easat-8567	196	4	varied	vary	VERB
easat-8567	196	5	by	by	ADP
easat-8567	196	6	proximity	proximity	NOUN
easat-8567	196	7	to	to	ADP
easat-8567	196	8	the	the	DET
easat-8567	196	9	business	business	NOUN
easat-8567	196	10	units	unit	NOUN
easat-8567	196	11	being	be	AUX
easat-8567	196	12	affected	affect	VERB
easat-8567	196	13	.	.	PUNCT
easat-8567	197	1	in	in	ADP
easat-8567	197	2	some	some	DET
easat-8567	197	3	cases	case	NOUN
easat-8567	197	4	,	,	PUNCT
easat-8567	197	5	ai	ai	AUX
easat-8567	197	6	enjoyed	enjoy	VERB
easat-8567	197	7	good	good	ADJ
easat-8567	197	8	support	support	NOUN
easat-8567	197	9	from	from	ADP
easat-8567	197	10	the	the	DET
easat-8567	197	11	side	side	NOUN
easat-8567	197	12	of	of	ADP
easat-8567	197	13	the	the	DET
easat-8567	197	14	management	management	NOUN
easat-8567	197	15	but	but	CCONJ
easat-8567	197	16	faced	faced	ADJ
easat-8567	197	17	rejection	rejection	NOUN
easat-8567	197	18	from	from	ADP
easat-8567	197	19	the	the	DET
easat-8567	197	20	operating	operate	VERB
easat-8567	197	21	units	unit	NOUN
easat-8567	197	22	,	,	PUNCT
easat-8567	197	23	stressing	stress	VERB
easat-8567	197	24	the	the	DET
easat-8567	197	25	need	need	NOUN
easat-8567	197	26	for	for	ADP
easat-8567	197	27	inclusive	inclusive	ADJ
easat-8567	197	28	decision	decision	NOUN
easat-8567	197	29	-	-	PUNCT
easat-8567	197	30	making	making	NOUN
easat-8567	197	31	and	and	CCONJ
easat-8567	197	32	communication	communication	NOUN
easat-8567	197	33	towards	towards	ADP
easat-8567	197	34	ai	ai	PRON
easat-8567	197	35	adoption	adoption	NOUN
easat-8567	197	36	by	by	ADP
easat-8567	197	37	the	the	DET
easat-8567	197	38	organizations	organization	NOUN
easat-8567	197	39	.	.	PUNCT
easat-8567	198	1	4.3.3	4.3.3	X
easat-8567	198	2	.	.	PUNCT
easat-8567	198	3	environmental	environmental	ADJ
easat-8567	198	4	factors	factor	NOUN
easat-8567	198	5	to	to	PART
easat-8567	198	6	assess	assess	VERB
easat-8567	198	7	the	the	DET
easat-8567	198	8	influence	influence	NOUN
easat-8567	198	9	of	of	ADP
easat-8567	198	10	the	the	DET
easat-8567	198	11	environment	environment	NOUN
easat-8567	198	12	on	on	ADP
easat-8567	198	13	the	the	DET
easat-8567	198	14	adoption	adoption	NOUN
easat-8567	198	15	of	of	ADP
easat-8567	198	16	ai	ai	VERB
easat-8567	198	17	,	,	PUNCT
easat-8567	198	18	competitive	competitive	ADJ
easat-8567	198	19	pressure	pressure	NOUN
easat-8567	198	20	,	,	PUNCT
easat-8567	198	21	regulatory	regulatory	ADJ
easat-8567	198	22	barriers	barrier	NOUN
easat-8567	198	23	,	,	PUNCT
easat-8567	198	24	the	the	DET
easat-8567	198	25	presence	presence	NOUN
easat-8567	198	26	of	of	ADP
easat-8567	198	27	resources	resource	NOUN
easat-8567	198	28	,	,	PUNCT
easat-8567	198	29	the	the	DET
easat-8567	198	30	processes	process	NOUN
easat-8567	198	31	for	for	ADP
easat-8567	198	32	project	project	NOUN
easat-8567	198	33	management	management	NOUN
easat-8567	198	34	,	,	PUNCT
easat-8567	198	35	and	and	CCONJ
easat-8567	198	36	customer	customer	NOUN
easat-8567	198	37	readiness	readiness	NOUN
easat-8567	198	38	were	be	AUX
easat-8567	198	39	analyzed	analyze	VERB
easat-8567	198	40	.	.	PUNCT
easat-8567	199	1	unlike	unlike	ADP
easat-8567	199	2	private	private	ADJ
easat-8567	199	3	sector	sector	NOUN
easat-8567	199	4	corporations	corporation	NOUN
easat-8567	199	5	,	,	PUNCT
easat-8567	199	6	the	the	DET
easat-8567	199	7	public	public	ADJ
easat-8567	199	8	sector	sector	NOUN
easat-8567	199	9	organizations	organization	NOUN
easat-8567	199	10	were	be	AUX
easat-8567	199	11	not	not	PART
easat-8567	199	12	immediately	immediately	ADV
easat-8567	199	13	under	under	ADP
easat-8567	199	14	the	the	DET
easat-8567	199	15	influence	influence	NOUN
easat-8567	199	16	of	of	ADP
easat-8567	199	17	competition	competition	NOUN
easat-8567	199	18	.	.	PUNCT
easat-8567	200	1	however	however	ADV
easat-8567	200	2	,	,	PUNCT
easat-8567	200	3	some	some	DET
easat-8567	200	4	organizations	organization	NOUN
easat-8567	200	5	were	be	AUX
easat-8567	200	6	concerned	concern	VERB
easat-8567	200	7	about	about	ADP
easat-8567	200	8	increased	increase	VERB
easat-8567	200	9	pressure	pressure	NOUN
easat-8567	200	10	in	in	ADP
easat-8567	200	11	the	the	DET
easat-8567	200	12	future	future	NOUN
easat-8567	200	13	.	.	PUNCT
easat-8567	201	1	for	for	ADP
easat-8567	201	2	instance	instance	NOUN
easat-8567	201	3	,	,	PUNCT
easat-8567	201	4	case	case	NOUN
easat-8567	201	5	e	e	NOUN
easat-8567	201	6	planned	plan	VERB
easat-8567	201	7	for	for	ADP
easat-8567	201	8	potential	potential	ADJ
easat-8567	201	9	competitive	competitive	ADJ
easat-8567	201	10	scenarios	scenario	NOUN
easat-8567	201	11	even	even	ADV
easat-8567	201	12	when	when	SCONJ
easat-8567	201	13	not	not	PART
easat-8567	201	14	under	under	ADP
easat-8567	201	15	the	the	DET
easat-8567	201	16	influence	influence	NOUN
easat-8567	201	17	of	of	ADP
easat-8567	201	18	immediate	immediate	ADJ
easat-8567	201	19	competition	competition	NOUN
easat-8567	201	20	.	.	PUNCT
easat-8567	202	1	in	in	ADP
easat-8567	202	2	contrast	contrast	NOUN
easat-8567	202	3	,	,	PUNCT
easat-8567	202	4	some	some	DET
easat-8567	202	5	organizations	organization	NOUN
easat-8567	202	6	reported	report	VERB
easat-8567	202	7	that	that	SCONJ
easat-8567	202	8	their	their	PRON
easat-8567	202	9	ai	ai	ADJ
easat-8567	202	10	projects	project	NOUN
easat-8567	202	11	were	be	AUX
easat-8567	202	12	unique	unique	ADJ
easat-8567	202	13	,	,	PUNCT
easat-8567	202	14	and	and	CCONJ
easat-8567	202	15	similar	similar	ADJ
easat-8567	202	16	projects	project	NOUN
easat-8567	202	17	were	be	AUX
easat-8567	202	18	available	available	ADJ
easat-8567	202	19	,	,	PUNCT
easat-8567	202	20	but	but	CCONJ
easat-8567	202	21	did	do	AUX
easat-8567	202	22	not	not	PART
easat-8567	202	23	bring	bring	VERB
easat-8567	202	24	much	much	ADJ
easat-8567	202	25	competitive	competitive	ADJ
easat-8567	202	26	pressure	pressure	NOUN
easat-8567	202	27	.	.	PUNCT
easat-8567	203	1	data	datum	NOUN
easat-8567	203	2	protection	protection	NOUN
easat-8567	203	3	regulations	regulation	NOUN
easat-8567	203	4	were	be	AUX
easat-8567	203	5	the	the	DET
easat-8567	203	6	pervasive	pervasive	ADJ
easat-8567	203	7	challenge	challenge	NOUN
easat-8567	203	8	in	in	ADP
easat-8567	203	9	most	most	ADJ
easat-8567	203	10	cases	case	NOUN
easat-8567	203	11	.	.	PUNCT
easat-8567	204	1	compliance	compliance	NOUN
easat-8567	204	2	worries	worry	NOUN
easat-8567	204	3	continually	continually	ADV
easat-8567	204	4	deferred	defer	VERB
easat-8567	204	5	or	or	CCONJ
easat-8567	204	6	hindered	hinder	VERB
easat-8567	204	7	ai	ai	PROPN
easat-8567	204	8	adoption	adoption	NOUN
easat-8567	204	9	,	,	PUNCT
easat-8567	204	10	particularly	particularly	ADV
easat-8567	204	11	from	from	ADP
easat-8567	204	12	the	the	DET
easat-8567	204	13	uncertainty	uncertainty	NOUN
easat-8567	204	14	arising	arise	VERB
easat-8567	204	15	from	from	ADP
easat-8567	204	16	the	the	DET
easat-8567	204	17	vagueness	vagueness	NOUN
easat-8567	204	18	in	in	ADP
easat-8567	204	19	the	the	DET
easat-8567	204	20	interpretation	interpretation	NOUN
easat-8567	204	21	of	of	ADP
easat-8567	204	22	federal	federal	ADJ
easat-8567	204	23	and	and	CCONJ
easat-8567	204	24	cantonal	cantonal	ADJ
easat-8567	204	25	digital	digital	ADJ
easat-8567	204	26	policies	policy	NOUN
easat-8567	204	27	.	.	PUNCT
easat-8567	205	1	uncertainty	uncertainty	NOUN
easat-8567	205	2	caused	cause	VERB
easat-8567	205	3	by	by	ADP
easat-8567	205	4	the	the	DET
easat-8567	205	5	vague	vague	ADJ
easat-8567	205	6	regulatory	regulatory	ADJ
easat-8567	205	7	environment	environment	NOUN
easat-8567	205	8	made	make	VERB
easat-8567	205	9	the	the	DET
easat-8567	205	10	organizations	organization	NOUN
easat-8567	205	11	find	find	VERB
easat-8567	205	12	it	it	PRON
easat-8567	205	13	difficult	difficult	ADJ
easat-8567	205	14	to	to	PART
easat-8567	205	15	comply	comply	VERB
easat-8567	205	16	with	with	ADP
easat-8567	205	17	ai	ai	NOUN
easat-8567	205	18	projects	project	NOUN
easat-8567	205	19	.	.	PUNCT
easat-8567	206	1	public	public	ADJ
easat-8567	206	2	organizations	organization	NOUN
easat-8567	206	3	also	also	ADV
easat-8567	206	4	faced	face	VERB
easat-8567	206	5	common	common	ADJ
easat-8567	206	6	challenges	challenge	NOUN
easat-8567	206	7	in	in	ADP
easat-8567	206	8	acquiring	acquire	VERB
easat-8567	206	9	financial	financial	ADJ
easat-8567	206	10	and	and	CCONJ
easat-8567	206	11	human	human	ADJ
easat-8567	206	12	resources	resource	NOUN
easat-8567	206	13	for	for	ADP
easat-8567	206	14	ai	ai	NOUN
easat-8567	206	15	projects	project	NOUN
easat-8567	206	16	.	.	PUNCT
easat-8567	207	1	budget	budget	NOUN
easat-8567	207	2	processes	process	NOUN
easat-8567	207	3	were	be	AUX
easat-8567	207	4	also	also	ADV
easat-8567	207	5	rigid	rigid	ADJ
easat-8567	207	6	,	,	PUNCT
easat-8567	207	7	limiting	limit	VERB
easat-8567	207	8	spontaneous	spontaneous	ADJ
easat-8567	207	9	and	and	CCONJ
easat-8567	207	10	innovative	innovative	ADJ
easat-8567	207	11	projects	project	NOUN
easat-8567	207	12	from	from	ADP
easat-8567	207	13	being	be	AUX
easat-8567	207	14	funded	fund	VERB
easat-8567	207	15	,	,	PUNCT
easat-8567	207	16	and	and	CCONJ
easat-8567	207	17	it	it	PRON
easat-8567	207	18	professionals	professional	NOUN
easat-8567	207	19	were	be	AUX
easat-8567	207	20	typically	typically	ADV
easat-8567	207	21	assigned	assign	VERB
easat-8567	207	22	to	to	ADP
easat-8567	207	23	long	long	ADJ
easat-8567	207	24	-	-	PUNCT
easat-8567	207	25	term	term	NOUN
easat-8567	207	26	projects	project	NOUN
easat-8567	207	27	for	for	ADP
easat-8567	207	28	digitalization	digitalization	NOUN
easat-8567	207	29	rather	rather	ADV
easat-8567	207	30	than	than	ADP
easat-8567	207	31	ai	ai	VERB
easat-8567	207	32	innovation	innovation	NOUN
easat-8567	207	33	.	.	PUNCT
easat-8567	208	1	ai	ai	VERB
easat-8567	208	2	talent	talent	NOUN
easat-8567	208	3	also	also	ADV
easat-8567	208	4	became	become	VERB
easat-8567	208	5	difficult	difficult	ADJ
easat-8567	208	6	to	to	PART
easat-8567	208	7	find	find	VERB
easat-8567	208	8	owing	owe	VERB
easat-8567	208	9	to	to	ADP
easat-8567	208	10	the	the	DET
easat-8567	208	11	perception	perception	NOUN
easat-8567	208	12	that	that	SCONJ
easat-8567	208	13	the	the	DET
easat-8567	208	14	public	public	ADJ
easat-8567	208	15	sector	sector	NOUN
easat-8567	208	16	is	be	AUX
easat-8567	208	17	less	less	ADV
easat-8567	208	18	innovative	innovative	ADJ
easat-8567	208	19	compared	compare	VERB
easat-8567	208	20	to	to	ADP
easat-8567	208	21	private	private	ADJ
easat-8567	208	22	business	business	NOUN
easat-8567	208	23	.	.	PUNCT
easat-8567	209	1	the	the	DET
easat-8567	209	2	adoption	adoption	NOUN
easat-8567	209	3	of	of	ADP
easat-8567	209	4	ai	ai	NOUN
easat-8567	209	5	in	in	ADP
easat-8567	209	6	public	public	ADJ
easat-8567	209	7	organizations	organization	NOUN
easat-8567	209	8	was	be	AUX
easat-8567	209	9	often	often	ADV
easat-8567	209	10	constrained	constrain	VERB
easat-8567	209	11	by	by	ADP
easat-8567	209	12	adherence	adherence	NOUN
easat-8567	209	13	to	to	ADP
easat-8567	209	14	traditional	traditional	ADJ
easat-8567	209	15	project	project	NOUN
easat-8567	209	16	management	management	NOUN
easat-8567	209	17	approaches	approach	NOUN
easat-8567	209	18	.	.	PUNCT
easat-8567	210	1	many	many	ADJ
easat-8567	210	2	digital	digital	ADJ
easat-8567	210	3	projects	project	NOUN
easat-8567	210	4	benefit	benefit	VERB
easat-8567	210	5	from	from	ADP
easat-8567	210	6	agile	agile	ADJ
easat-8567	210	7	methodologies	methodology	NOUN
easat-8567	210	8	that	that	PRON
easat-8567	210	9	facilitate	facilitate	VERB
easat-8567	210	10	iterative	iterative	NOUN
easat-8567	210	11	improvements	improvement	NOUN
easat-8567	210	12	,	,	PUNCT
easat-8567	210	13	but	but	CCONJ
easat-8567	210	14	public	public	ADJ
easat-8567	210	15	organizations	organization	NOUN
easat-8567	210	16	were	be	AUX
easat-8567	210	17	often	often	ADV
easat-8567	210	18	322	322	NUM
easat-8567	210	19	edelweiss	edelweiss	PROPN
easat-8567	210	20	applied	apply	VERB
easat-8567	210	21	science	science	NOUN
easat-8567	210	22	and	and	CCONJ
easat-8567	210	23	technology	technology	NOUN
easat-8567	210	24	issn	issn	PROPN
easat-8567	210	25	:	:	PUNCT
easat-8567	210	26	2576	2576	NUM
easat-8567	210	27	-	-	SYM
easat-8567	210	28	8484	8484	NUM
easat-8567	210	29	vol	vol	NOUN
easat-8567	210	30	.	.	PROPN
easat-8567	211	1	9	9	NUM
easat-8567	211	2	,	,	PUNCT
easat-8567	211	3	no	no	INTJ
easat-8567	211	4	.	.	NOUN
easat-8567	212	1	7	7	NUM
easat-8567	212	2	:	:	SYM
easat-8567	212	3	312	312	NUM
easat-8567	212	4	-	-	SYM
easat-8567	212	5	325	325	NUM
easat-8567	212	6	,	,	PUNCT
easat-8567	212	7	2025	2025	NUM
easat-8567	212	8	doi	doi	NOUN
easat-8567	212	9	:	:	PUNCT
easat-8567	212	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	212	11	©	©	PROPN
easat-8567	212	12	2025	2025	NUM
easat-8567	212	13	by	by	ADP
easat-8567	212	14	the	the	DET
easat-8567	212	15	author	author	NOUN
easat-8567	212	16	;	;	PUNCT
easat-8567	212	17	licensee	licensee	PROPN
easat-8567	212	18	learning	learning	NOUN
easat-8567	212	19	gate	gate	NOUN
easat-8567	212	20	required	require	VERB
easat-8567	212	21	to	to	PART
easat-8567	212	22	follow	follow	VERB
easat-8567	212	23	rigid	rigid	ADJ
easat-8567	212	24	,	,	PUNCT
easat-8567	212	25	linear	linear	ADJ
easat-8567	212	26	project	project	NOUN
easat-8567	212	27	management	management	NOUN
easat-8567	212	28	structures	structure	NOUN
easat-8567	212	29	.	.	PUNCT
easat-8567	213	1	case	case	NOUN
easat-8567	213	2	d	d	NOUN
easat-8567	213	3	,	,	PUNCT
easat-8567	213	4	for	for	ADP
easat-8567	213	5	example	example	NOUN
easat-8567	213	6	,	,	PUNCT
easat-8567	213	7	encountered	encounter	VERB
easat-8567	213	8	resistance	resistance	NOUN
easat-8567	213	9	when	when	SCONJ
easat-8567	213	10	proposing	propose	VERB
easat-8567	213	11	an	an	DET
easat-8567	213	12	agile	agile	ADJ
easat-8567	213	13	methodology	methodology	NOUN
easat-8567	213	14	,	,	PUNCT
easat-8567	213	15	with	with	ADP
easat-8567	213	16	federal	federal	ADJ
easat-8567	213	17	authorities	authority	NOUN
easat-8567	213	18	insisting	insist	VERB
easat-8567	213	19	on	on	ADP
easat-8567	213	20	traditional	traditional	ADJ
easat-8567	213	21	project	project	NOUN
easat-8567	213	22	workflows	workflow	NOUN
easat-8567	213	23	.	.	PUNCT
easat-8567	214	1	customer	customer	NOUN
easat-8567	214	2	readiness	readiness	NOUN
easat-8567	214	3	was	be	AUX
easat-8567	214	4	not	not	PART
easat-8567	214	5	perceived	perceive	VERB
easat-8567	214	6	as	as	ADP
easat-8567	214	7	a	a	DET
easat-8567	214	8	major	major	ADJ
easat-8567	214	9	obstacle	obstacle	NOUN
easat-8567	214	10	in	in	ADP
easat-8567	214	11	the	the	DET
easat-8567	214	12	adoption	adoption	NOUN
easat-8567	214	13	of	of	ADP
easat-8567	214	14	ai	ai	NOUN
easat-8567	214	15	.	.	PUNCT
easat-8567	215	1	while	while	SCONJ
easat-8567	215	2	some	some	DET
easat-8567	215	3	organizations	organization	NOUN
easat-8567	215	4	lacked	lack	VERB
easat-8567	215	5	sufficient	sufficient	ADJ
easat-8567	215	6	customer	customer	NOUN
easat-8567	215	7	feedback	feedback	NOUN
easat-8567	215	8	to	to	PART
easat-8567	215	9	assess	assess	VERB
easat-8567	215	10	readiness	readiness	NOUN
easat-8567	215	11	,	,	PUNCT
easat-8567	215	12	interviewees	interviewee	NOUN
easat-8567	215	13	emphasized	emphasize	VERB
easat-8567	215	14	that	that	SCONJ
easat-8567	215	15	customer	customer	NOUN
easat-8567	215	16	acceptance	acceptance	NOUN
easat-8567	215	17	was	be	AUX
easat-8567	215	18	generally	generally	ADV
easat-8567	215	19	favorable	favorable	ADJ
easat-8567	215	20	,	,	PUNCT
easat-8567	215	21	particularly	particularly	ADV
easat-8567	215	22	for	for	ADP
easat-8567	215	23	ai	ai	ADV
easat-8567	215	24	-	-	PUNCT
easat-8567	215	25	driven	drive	VERB
easat-8567	215	26	solutions	solution	NOUN
easat-8567	215	27	aimed	aim	VERB
easat-8567	215	28	at	at	ADP
easat-8567	215	29	improving	improve	VERB
easat-8567	215	30	public	public	ADJ
easat-8567	215	31	services	service	NOUN
easat-8567	215	32	.	.	PUNCT
easat-8567	216	1	4.4	4.4	NUM
easat-8567	216	2	.	.	PUNCT
easat-8567	216	3	ai	ai	VERB
easat-8567	216	4	maturity	maturity	NOUN
easat-8567	216	5	level	level	NOUN
easat-8567	216	6	aggregation	aggregation	NOUN
easat-8567	216	7	a	a	DET
easat-8567	216	8	comparative	comparative	ADJ
easat-8567	216	9	analysis	analysis	NOUN
easat-8567	216	10	of	of	ADP
easat-8567	216	11	ai	ai	ADJ
easat-8567	216	12	adoption	adoption	NOUN
easat-8567	216	13	factors	factor	NOUN
easat-8567	216	14	across	across	ADP
easat-8567	216	15	different	different	ADJ
easat-8567	216	16	maturity	maturity	NOUN
easat-8567	216	17	levels	level	NOUN
easat-8567	216	18	revealed	reveal	VERB
easat-8567	216	19	distinct	distinct	ADJ
easat-8567	216	20	priorities	priority	NOUN
easat-8567	216	21	among	among	ADP
easat-8567	216	22	organizations	organization	NOUN
easat-8567	216	23	at	at	ADP
easat-8567	216	24	the	the	DET
easat-8567	216	25	assessing	assessing	NOUN
easat-8567	216	26	,	,	PUNCT
easat-8567	216	27	determining	determine	VERB
easat-8567	216	28	,	,	PUNCT
easat-8567	216	29	and	and	CCONJ
easat-8567	216	30	managing	manage	VERB
easat-8567	216	31	levels	level	NOUN
easat-8567	216	32	(	(	PUNCT
easat-8567	216	33	see	see	VERB
easat-8567	216	34	table	table	NOUN
easat-8567	216	35	5	5	NUM
easat-8567	216	36	)	)	PUNCT
easat-8567	216	37	.	.	PUNCT
easat-8567	217	1	•	•	NUM
easat-8567	217	2	assessing	assess	VERB
easat-8567	217	3	level	level	NOUN
easat-8567	217	4	:	:	PUNCT
easat-8567	217	5	organizations	organization	NOUN
easat-8567	217	6	in	in	ADP
easat-8567	217	7	this	this	DET
easat-8567	217	8	category	category	NOUN
easat-8567	217	9	focused	focus	VERB
easat-8567	217	10	primarily	primarily	ADV
easat-8567	217	11	on	on	ADP
easat-8567	217	12	technological	technological	ADJ
easat-8567	217	13	feasibility	feasibility	NOUN
easat-8567	217	14	,	,	PUNCT
easat-8567	217	15	project	project	NOUN
easat-8567	217	16	structure	structure	NOUN
easat-8567	217	17	,	,	PUNCT
easat-8567	217	18	collaboration	collaboration	NOUN
easat-8567	217	19	,	,	PUNCT
easat-8567	217	20	and	and	CCONJ
easat-8567	217	21	intrinsic	intrinsic	ADJ
easat-8567	217	22	motivation	motivation	NOUN
easat-8567	217	23	.	.	PUNCT
easat-8567	218	1	business	business	NOUN
easat-8567	218	2	processes	process	NOUN
easat-8567	218	3	played	play	VERB
easat-8567	218	4	a	a	DET
easat-8567	218	5	minimal	minimal	ADJ
easat-8567	218	6	role	role	NOUN
easat-8567	218	7	in	in	ADP
easat-8567	218	8	ai	ai	ADJ
easat-8567	218	9	adoption	adoption	NOUN
easat-8567	218	10	at	at	ADP
easat-8567	218	11	this	this	DET
easat-8567	218	12	stage	stage	NOUN
easat-8567	218	13	,	,	PUNCT
easat-8567	218	14	as	as	SCONJ
easat-8567	218	15	organizations	organization	NOUN
easat-8567	218	16	were	be	AUX
easat-8567	218	17	still	still	ADV
easat-8567	218	18	exploring	explore	VERB
easat-8567	218	19	the	the	DET
easat-8567	218	20	potential	potential	NOUN
easat-8567	218	21	of	of	ADP
easat-8567	218	22	ai	ai	ADJ
easat-8567	218	23	solutions	solution	NOUN
easat-8567	218	24	.	.	PUNCT
easat-8567	219	1	•	•	NUM
easat-8567	219	2	determined	determine	VERB
easat-8567	219	3	level	level	NOUN
easat-8567	219	4	:	:	PUNCT
easat-8567	219	5	organizations	organization	NOUN
easat-8567	219	6	at	at	ADP
easat-8567	219	7	this	this	DET
easat-8567	219	8	stage	stage	NOUN
easat-8567	219	9	placed	place	VERB
easat-8567	219	10	significant	significant	ADJ
easat-8567	219	11	emphasis	emphasis	NOUN
easat-8567	219	12	on	on	ADP
easat-8567	219	13	top	top	ADJ
easat-8567	219	14	management	management	NOUN
easat-8567	219	15	support	support	NOUN
easat-8567	219	16	,	,	PUNCT
easat-8567	219	17	change	change	NOUN
easat-8567	219	18	management	management	NOUN
easat-8567	219	19	strategies	strategy	NOUN
easat-8567	219	20	,	,	PUNCT
easat-8567	219	21	strategic	strategic	ADJ
easat-8567	219	22	alignment	alignment	NOUN
easat-8567	219	23	with	with	ADP
easat-8567	219	24	broader	broad	ADJ
easat-8567	219	25	organizational	organizational	ADJ
easat-8567	219	26	goals	goal	NOUN
easat-8567	219	27	,	,	PUNCT
easat-8567	219	28	budget	budget	NOUN
easat-8567	219	29	allocation	allocation	NOUN
easat-8567	219	30	,	,	PUNCT
easat-8567	219	31	employee	employee	NOUN
easat-8567	219	32	engagement	engagement	NOUN
easat-8567	219	33	,	,	PUNCT
easat-8567	219	34	and	and	CCONJ
easat-8567	219	35	collaboration	collaboration	NOUN
easat-8567	219	36	with	with	ADP
easat-8567	219	37	external	external	ADJ
easat-8567	219	38	partners	partner	NOUN
easat-8567	219	39	.	.	PUNCT
easat-8567	220	1	customer	customer	NOUN
easat-8567	220	2	readiness	readiness	NOUN
easat-8567	220	3	was	be	AUX
easat-8567	220	4	also	also	ADV
easat-8567	220	5	considered	consider	VERB
easat-8567	220	6	a	a	DET
easat-8567	220	7	moderate	moderate	ADJ
easat-8567	220	8	influencing	influence	VERB
easat-8567	220	9	factor	factor	NOUN
easat-8567	220	10	.	.	PUNCT
easat-8567	221	1	•	•	NUM
easat-8567	221	2	managed	manage	VERB
easat-8567	221	3	level	level	NOUN
easat-8567	221	4	:	:	PUNCT
easat-8567	221	5	organizations	organization	NOUN
easat-8567	221	6	at	at	ADP
easat-8567	221	7	this	this	DET
easat-8567	221	8	maturity	maturity	NOUN
easat-8567	221	9	level	level	NOUN
easat-8567	221	10	exhibited	exhibit	VERB
easat-8567	221	11	well	well	ADV
easat-8567	221	12	-	-	PUNCT
easat-8567	221	13	defined	define	VERB
easat-8567	221	14	ai	ai	NOUN
easat-8567	221	15	processes	process	NOUN
easat-8567	221	16	and	and	CCONJ
easat-8567	221	17	infrastructure	infrastructure	NOUN
easat-8567	221	18	.	.	PUNCT
easat-8567	222	1	the	the	DET
easat-8567	222	2	most	most	ADV
easat-8567	222	3	critical	critical	ADJ
easat-8567	222	4	factors	factor	NOUN
easat-8567	222	5	influencing	influence	VERB
easat-8567	222	6	ai	ai	VERB
easat-8567	222	7	adoption	adoption	NOUN
easat-8567	222	8	included	include	VERB
easat-8567	222	9	top	top	ADJ
easat-8567	222	10	management	management	NOUN
easat-8567	222	11	support	support	NOUN
easat-8567	222	12	,	,	PUNCT
easat-8567	222	13	collaboration	collaboration	NOUN
easat-8567	222	14	strategies	strategy	NOUN
easat-8567	222	15	,	,	PUNCT
easat-8567	222	16	and	and	CCONJ
easat-8567	222	17	the	the	DET
easat-8567	222	18	organizational	organizational	ADJ
easat-8567	222	19	affiliation	affiliation	NOUN
easat-8567	222	20	of	of	ADP
easat-8567	222	21	ai	ai	PROPN
easat-8567	222	22	initiatives	initiative	NOUN
easat-8567	222	23	.	.	PUNCT
easat-8567	223	1	technological	technological	ADJ
easat-8567	223	2	factors	factor	NOUN
easat-8567	223	3	remained	remain	VERB
easat-8567	223	4	relevant	relevant	ADJ
easat-8567	223	5	but	but	CCONJ
easat-8567	223	6	were	be	AUX
easat-8567	223	7	integrated	integrate	VERB
easat-8567	223	8	seamlessly	seamlessly	ADV
easat-8567	223	9	into	into	ADP
easat-8567	223	10	existing	exist	VERB
easat-8567	223	11	operational	operational	ADJ
easat-8567	223	12	frameworks	framework	NOUN
easat-8567	223	13	.	.	PUNCT
easat-8567	224	1	overall	overall	ADJ
easat-8567	224	2	,	,	PUNCT
easat-8567	224	3	environmental	environmental	ADJ
easat-8567	224	4	factors	factor	NOUN
easat-8567	224	5	were	be	AUX
easat-8567	224	6	not	not	PART
easat-8567	224	7	identified	identify	VERB
easat-8567	224	8	as	as	ADP
easat-8567	224	9	highly	highly	ADV
easat-8567	224	10	influential	influential	ADJ
easat-8567	224	11	in	in	ADP
easat-8567	224	12	ai	ai	PROPN
easat-8567	224	13	adoption	adoption	NOUN
easat-8567	224	14	.	.	PUNCT
easat-8567	225	1	while	while	SCONJ
easat-8567	225	2	regulatory	regulatory	ADJ
easat-8567	225	3	challenges	challenge	NOUN
easat-8567	225	4	and	and	CCONJ
easat-8567	225	5	resource	resource	NOUN
easat-8567	225	6	constraints	constraint	NOUN
easat-8567	225	7	posed	pose	VERB
easat-8567	225	8	barriers	barrier	NOUN
easat-8567	225	9	,	,	PUNCT
easat-8567	225	10	they	they	PRON
easat-8567	225	11	did	do	AUX
easat-8567	225	12	not	not	PART
easat-8567	225	13	decisively	decisively	ADV
easat-8567	225	14	impact	impact	VERB
easat-8567	225	15	adoption	adoption	NOUN
easat-8567	225	16	trajectories	trajectory	NOUN
easat-8567	225	17	.	.	PUNCT
easat-8567	226	1	instead	instead	ADV
easat-8567	226	2	,	,	PUNCT
easat-8567	226	3	ai	ai	VERB
easat-8567	226	4	maturity	maturity	NOUN
easat-8567	226	5	level	level	NOUN
easat-8567	226	6	determined	determine	VERB
easat-8567	226	7	the	the	DET
easat-8567	226	8	relative	relative	ADJ
easat-8567	226	9	importance	importance	NOUN
easat-8567	226	10	of	of	ADP
easat-8567	226	11	technological	technological	ADJ
easat-8567	226	12	and	and	CCONJ
easat-8567	226	13	organizational	organizational	ADJ
easat-8567	226	14	factors	factor	NOUN
easat-8567	226	15	,	,	PUNCT
easat-8567	226	16	with	with	ADP
easat-8567	226	17	increasing	increase	VERB
easat-8567	226	18	emphasis	emphasis	NOUN
easat-8567	226	19	on	on	ADP
easat-8567	226	20	structured	structured	ADJ
easat-8567	226	21	ai	ai	NOUN
easat-8567	226	22	processes	process	NOUN
easat-8567	226	23	as	as	SCONJ
easat-8567	226	24	organizations	organization	NOUN
easat-8567	226	25	progressed	progress	VERB
easat-8567	226	26	from	from	ADP
easat-8567	226	27	assessing	assess	VERB
easat-8567	226	28	to	to	ADP
easat-8567	226	29	managed	manage	VERB
easat-8567	226	30	levels	level	NOUN
easat-8567	226	31	.	.	PUNCT
easat-8567	227	1	5	5	X
easat-8567	227	2	.	.	X
easat-8567	227	3	discussion	discussion	NOUN
easat-8567	227	4	the	the	DET
easat-8567	227	5	findings	finding	NOUN
easat-8567	227	6	of	of	ADP
easat-8567	227	7	this	this	DET
easat-8567	227	8	study	study	NOUN
easat-8567	227	9	provide	provide	VERB
easat-8567	227	10	new	new	ADJ
easat-8567	227	11	insights	insight	NOUN
easat-8567	227	12	into	into	ADP
easat-8567	227	13	ai	ai	PRON
easat-8567	227	14	adoption	adoption	NOUN
easat-8567	227	15	in	in	ADP
easat-8567	227	16	public	public	ADJ
easat-8567	227	17	institutions	institution	NOUN
easat-8567	227	18	,	,	PUNCT
easat-8567	227	19	applying	apply	VERB
easat-8567	227	20	the	the	DET
easat-8567	227	21	toe	toe	NOUN
easat-8567	227	22	framework	framework	NOUN
easat-8567	227	23	to	to	PART
easat-8567	227	24	examine	examine	VERB
easat-8567	227	25	the	the	DET
easat-8567	227	26	drivers	driver	NOUN
easat-8567	227	27	of	of	ADP
easat-8567	227	28	ai	ai	ADJ
easat-8567	227	29	adoption	adoption	NOUN
easat-8567	227	30	.	.	PUNCT
easat-8567	228	1	the	the	DET
easat-8567	228	2	results	result	NOUN
easat-8567	228	3	point	point	VERB
easat-8567	228	4	to	to	AUX
easat-8567	228	5	ai	ai	VERB
easat-8567	228	6	adoption	adoption	NOUN
easat-8567	228	7	in	in	ADP
easat-8567	228	8	divergent	divergent	ADJ
easat-8567	228	9	directions	direction	NOUN
easat-8567	228	10	,	,	PUNCT
easat-8567	228	11	namely	namely	ADV
easat-8567	228	12	strategic	strategic	ADJ
easat-8567	228	13	,	,	PUNCT
easat-8567	228	14	top	top	ADJ
easat-8567	228	15	-	-	PUNCT
easat-8567	228	16	down	down	NOUN
easat-8567	228	17	,	,	PUNCT
easat-8567	228	18	or	or	CCONJ
easat-8567	228	19	technological	technological	ADJ
easat-8567	228	20	,	,	PUNCT
easat-8567	228	21	bottom	bottom	NOUN
easat-8567	228	22	-	-	PUNCT
easat-8567	228	23	up	up	NOUN
easat-8567	228	24	.	.	PUNCT
easat-8567	229	1	the	the	DET
easat-8567	229	2	latter	latter	ADJ
easat-8567	229	3	was	be	AUX
easat-8567	229	4	more	more	ADV
easat-8567	229	5	dominant	dominant	ADJ
easat-8567	229	6	,	,	PUNCT
easat-8567	229	7	in	in	SCONJ
easat-8567	229	8	that	that	DET
easat-8567	229	9	institutions	institution	NOUN
easat-8567	229	10	tended	tend	VERB
easat-8567	229	11	to	to	PART
easat-8567	229	12	turn	turn	VERB
easat-8567	229	13	to	to	ADP
easat-8567	229	14	ai	ai	VERB
easat-8567	229	15	after	after	SCONJ
easat-8567	229	16	other	other	ADJ
easat-8567	229	17	technologies	technology	NOUN
easat-8567	229	18	failed	fail	VERB
easat-8567	229	19	to	to	PART
easat-8567	229	20	deliver	deliver	VERB
easat-8567	229	21	.	.	PUNCT
easat-8567	230	1	this	this	PRON
easat-8567	230	2	underscores	underscore	VERB
easat-8567	230	3	the	the	DET
easat-8567	230	4	role	role	NOUN
easat-8567	230	5	of	of	ADP
easat-8567	230	6	necessity	necessity	NOUN
easat-8567	230	7	-	-	PUNCT
easat-8567	230	8	based	base	VERB
easat-8567	230	9	innovation	innovation	NOUN
easat-8567	230	10	in	in	ADP
easat-8567	230	11	ai	ai	PROPN
easat-8567	230	12	adoption	adoption	NOUN
easat-8567	230	13	.	.	PUNCT
easat-8567	231	1	further	far	ADV
easat-8567	231	2	,	,	PUNCT
easat-8567	231	3	while	while	SCONJ
easat-8567	231	4	some	some	DET
easat-8567	231	5	institutions	institution	NOUN
easat-8567	231	6	planned	plan	VERB
easat-8567	231	7	to	to	PART
easat-8567	231	8	support	support	VERB
easat-8567	231	9	ai	ai	AUX
easat-8567	231	10	using	use	VERB
easat-8567	231	11	specialists	specialist	NOUN
easat-8567	231	12	and	and	CCONJ
easat-8567	231	13	infrastructure	infrastructure	NOUN
easat-8567	231	14	readiness	readiness	NOUN
easat-8567	231	15	of	of	ADP
easat-8567	231	16	data	datum	NOUN
easat-8567	231	17	,	,	PUNCT
easat-8567	231	18	others	other	NOUN
easat-8567	231	19	integrated	integrate	VERB
easat-8567	231	20	ai	ai	VERB
easat-8567	231	21	solutions	solution	NOUN
easat-8567	231	22	organically	organically	ADV
easat-8567	231	23	in	in	ADP
easat-8567	231	24	response	response	NOUN
easat-8567	231	25	to	to	ADP
easat-8567	231	26	evolving	evolving	NOUN
easat-8567	231	27	projects	project	NOUN
easat-8567	231	28	.	.	PUNCT
easat-8567	232	1	this	this	PRON
easat-8567	232	2	underscores	underscore	VERB
easat-8567	232	3	divergent	divergent	ADJ
easat-8567	232	4	organizational	organizational	ADJ
easat-8567	232	5	readiness	readiness	NOUN
easat-8567	232	6	and	and	CCONJ
easat-8567	232	7	strategic	strategic	ADJ
easat-8567	232	8	vision	vision	NOUN
easat-8567	232	9	in	in	ADP
easat-8567	232	10	ai	ai	PROPN
easat-8567	232	11	undertakings	undertaking	NOUN
easat-8567	232	12	in	in	ADP
easat-8567	232	13	the	the	DET
easat-8567	232	14	public	public	ADJ
easat-8567	232	15	sector	sector	NOUN
easat-8567	232	16	[	[	X
easat-8567	232	17	26	26	NUM
easat-8567	232	18	-	-	SYM
easat-8567	232	19	28	28	NUM
easat-8567	232	20	]	]	PUNCT
easat-8567	232	21	.	.	PUNCT
easat-8567	233	1	the	the	DET
easat-8567	233	2	study	study	NOUN
easat-8567	233	3	also	also	ADV
easat-8567	233	4	underscores	underscore	VERB
easat-8567	233	5	organizational	organizational	ADJ
easat-8567	233	6	factors	factor	NOUN
easat-8567	233	7	in	in	ADP
easat-8567	233	8	ai	ai	ADJ
easat-8567	233	9	adoption	adoption	NOUN
easat-8567	233	10	.	.	PUNCT
easat-8567	234	1	top	top	ADJ
easat-8567	234	2	management	management	NOUN
easat-8567	234	3	support	support	NOUN
easat-8567	234	4	was	be	AUX
easat-8567	234	5	a	a	DET
easat-8567	234	6	crucial	crucial	ADJ
easat-8567	234	7	enabler	enabler	NOUN
easat-8567	234	8	that	that	PRON
easat-8567	234	9	provided	provide	VERB
easat-8567	234	10	required	required	ADJ
easat-8567	234	11	resources	resource	NOUN
easat-8567	234	12	,	,	PUNCT
easat-8567	234	13	ensured	ensure	VERB
easat-8567	234	14	support	support	NOUN
easat-8567	234	15	from	from	ADP
easat-8567	234	16	within	within	ADP
easat-8567	234	17	,	,	PUNCT
easat-8567	234	18	and	and	CCONJ
easat-8567	234	19	overcame	overcome	VERB
easat-8567	234	20	resistance	resistance	NOUN
easat-8567	234	21	.	.	PUNCT
easat-8567	235	1	change	change	NOUN
easat-8567	235	2	management	management	NOUN
easat-8567	235	3	was	be	AUX
easat-8567	235	4	also	also	ADV
easat-8567	235	5	a	a	DET
easat-8567	235	6	crucial	crucial	ADJ
easat-8567	235	7	enabler	enabler	NOUN
easat-8567	235	8	in	in	ADP
easat-8567	235	9	overcoming	overcome	VERB
easat-8567	235	10	resistance	resistance	NOUN
easat-8567	235	11	to	to	PART
easat-8567	235	12	ai	ai	VERB
easat-8567	235	13	,	,	PUNCT
easat-8567	235	14	largely	largely	ADV
easat-8567	235	15	in	in	ADP
easat-8567	235	16	terms	term	NOUN
easat-8567	235	17	of	of	ADP
easat-8567	235	18	ai	ai	VERB
easat-8567	235	19	’s	’s	PART
easat-8567	235	20	transparency	transparency	NOUN
easat-8567	235	21	and	and	CCONJ
easat-8567	235	22	potential	potential	ADJ
easat-8567	235	23	interference	interference	NOUN
easat-8567	235	24	in	in	ADP
easat-8567	235	25	existing	exist	VERB
easat-8567	235	26	work	work	NOUN
easat-8567	235	27	processes	process	NOUN
easat-8567	235	28	.	.	PUNCT
easat-8567	236	1	institutions	institution	NOUN
easat-8567	236	2	that	that	PRON
easat-8567	236	3	also	also	ADV
easat-8567	236	4	possessed	possess	VERB
easat-8567	236	5	a	a	DET
easat-8567	236	6	culture	culture	NOUN
easat-8567	236	7	of	of	ADP
easat-8567	236	8	innovation	innovation	NOUN
easat-8567	236	9	and	and	CCONJ
easat-8567	236	10	agile	agile	ADJ
easat-8567	236	11	project	project	NOUN
easat-8567	236	12	management	management	NOUN
easat-8567	236	13	were	be	AUX
easat-8567	236	14	better	well	ADV
easat-8567	236	15	positioned	position	VERB
easat-8567	236	16	to	to	PART
easat-8567	236	17	support	support	VERB
easat-8567	236	18	ai	ai	VERB
easat-8567	236	19	,	,	PUNCT
easat-8567	236	20	pointing	point	VERB
easat-8567	236	21	to	to	ADP
easat-8567	236	22	flexibility	flexibility	NOUN
easat-8567	236	23	and	and	CCONJ
easat-8567	236	24	adaptability	adaptability	NOUN
easat-8567	236	25	in	in	ADP
easat-8567	236	26	ai	ai	PROPN
easat-8567	236	27	implementation	implementation	NOUN
easat-8567	236	28	success	success	NOUN
easat-8567	236	29	.	.	PUNCT
easat-8567	237	1	risk	risk	NOUN
easat-8567	237	2	-	-	PUNCT
easat-8567	237	3	averse	averse	ADJ
easat-8567	237	4	organizational	organizational	ADJ
easat-8567	237	5	culture	culture	NOUN
easat-8567	237	6	,	,	PUNCT
easat-8567	237	7	a	a	DET
easat-8567	237	8	universality	universality	NOUN
easat-8567	237	9	in	in	ADP
easat-8567	237	10	public	public	ADJ
easat-8567	237	11	institutions	institution	NOUN
easat-8567	237	12	owing	owe	VERB
easat-8567	237	13	to	to	ADP
easat-8567	237	14	their	their	PRON
easat-8567	237	15	political	political	ADJ
easat-8567	237	16	and	and	CCONJ
easat-8567	237	17	financial	financial	ADJ
easat-8567	237	18	constraints	constraint	NOUN
easat-8567	237	19	,	,	PUNCT
easat-8567	237	20	was	be	AUX
easat-8567	237	21	a	a	DET
easat-8567	237	22	principal	principal	ADJ
easat-8567	237	23	challenge	challenge	NOUN
easat-8567	237	24	,	,	PUNCT
easat-8567	237	25	though	though	SCONJ
easat-8567	237	26	[	[	X
easat-8567	237	27	29	29	NUM
easat-8567	237	28	]	]	PUNCT
easat-8567	237	29	.	.	PUNCT
easat-8567	238	1	this	this	PRON
easat-8567	238	2	conforms	conform	VERB
easat-8567	238	3	with	with	ADP
easat-8567	238	4	existing	exist	VERB
easat-8567	238	5	studies	study	NOUN
easat-8567	238	6	pointing	point	VERB
easat-8567	238	7	to	to	PART
easat-8567	238	8	risk	risk	VERB
easat-8567	238	9	mitigation	mitigation	NOUN
easat-8567	238	10	as	as	ADP
easat-8567	238	11	a	a	DET
easat-8567	238	12	principal	principal	ADJ
easat-8567	238	13	dimension	dimension	NOUN
easat-8567	238	14	of	of	ADP
easat-8567	238	15	public	public	ADJ
easat-8567	238	16	sector	sector	NOUN
easat-8567	238	17	technological	technological	ADJ
easat-8567	238	18	innovation	innovation	NOUN
easat-8567	238	19	.	.	PUNCT
easat-8567	239	1	resource	resource	NOUN
easat-8567	239	2	readiness	readiness	NOUN
easat-8567	239	3	in	in	ADP
easat-8567	239	4	terms	term	NOUN
easat-8567	239	5	of	of	ADP
easat-8567	239	6	finances	finance	NOUN
easat-8567	239	7	and	and	CCONJ
easat-8567	239	8	human	human	ADJ
easat-8567	239	9	capital	capital	NOUN
easat-8567	239	10	was	be	AUX
easat-8567	239	11	also	also	ADV
easat-8567	239	12	a	a	DET
easat-8567	239	13	determining	determine	VERB
easat-8567	239	14	factor	factor	NOUN
easat-8567	239	15	in	in	ADP
easat-8567	239	16	ai	ai	PROPN
easat-8567	239	17	adoption	adoption	NOUN
easat-8567	239	18	.	.	PUNCT
easat-8567	240	1	greater	great	ADJ
easat-8567	240	2	institutions	institution	NOUN
easat-8567	240	3	,	,	PUNCT
easat-8567	240	4	predominantly	predominantly	ADV
easat-8567	240	5	state	state	NOUN
easat-8567	240	6	-	-	PUNCT
easat-8567	240	7	owned	own	VERB
easat-8567	240	8	,	,	PUNCT
easat-8567	240	9	possessed	possess	VERB
easat-8567	240	10	higher	high	ADJ
easat-8567	240	11	ai	ai	VERB
easat-8567	240	12	maturity	maturity	NOUN
easat-8567	240	13	,	,	PUNCT
easat-8567	240	14	owing	owe	VERB
easat-8567	240	15	to	to	ADP
easat-8567	240	16	planned	plan	VERB
easat-8567	240	17	funding	funding	NOUN
easat-8567	240	18	,	,	PUNCT
easat-8567	240	19	specialist	specialist	NOUN
easat-8567	240	20	staff	staff	NOUN
easat-8567	240	21	,	,	PUNCT
easat-8567	240	22	and	and	CCONJ
easat-8567	240	23	strategic	strategic	ADJ
easat-8567	240	24	planning	planning	NOUN
easat-8567	240	25	.	.	PUNCT
easat-8567	241	1	in	in	ADP
easat-8567	241	2	323	323	NUM
easat-8567	241	3	edelweiss	edelweiss	PROPN
easat-8567	241	4	applied	apply	VERB
easat-8567	241	5	science	science	NOUN
easat-8567	241	6	and	and	CCONJ
easat-8567	241	7	technology	technology	NOUN
easat-8567	241	8	issn	issn	PROPN
easat-8567	241	9	:	:	PUNCT
easat-8567	241	10	2576	2576	NUM
easat-8567	241	11	-	-	SYM
easat-8567	241	12	8484	8484	NUM
easat-8567	241	13	vol	vol	NOUN
easat-8567	241	14	.	.	PROPN
easat-8567	242	1	9	9	NUM
easat-8567	242	2	,	,	PUNCT
easat-8567	242	3	no	no	INTJ
easat-8567	242	4	.	.	NOUN
easat-8567	243	1	7	7	NUM
easat-8567	243	2	:	:	SYM
easat-8567	243	3	312	312	NUM
easat-8567	243	4	-	-	SYM
easat-8567	243	5	325	325	NUM
easat-8567	243	6	,	,	PUNCT
easat-8567	243	7	2025	2025	NUM
easat-8567	243	8	doi	doi	NOUN
easat-8567	243	9	:	:	PUNCT
easat-8567	243	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	243	11	©	©	PROPN
easat-8567	243	12	2025	2025	NUM
easat-8567	243	13	by	by	ADP
easat-8567	243	14	the	the	DET
easat-8567	243	15	author	author	NOUN
easat-8567	243	16	;	;	PUNCT
easat-8567	243	17	licensee	licensee	PROPN
easat-8567	243	18	learning	learn	VERB
easat-8567	243	19	gate	gate	PROPN
easat-8567	243	20	contrast	contrast	NOUN
easat-8567	243	21	,	,	PUNCT
easat-8567	243	22	smaller	small	ADJ
easat-8567	243	23	institutions	institution	NOUN
easat-8567	243	24	suffered	suffer	VERB
easat-8567	243	25	from	from	ADP
easat-8567	243	26	budget	budget	NOUN
easat-8567	243	27	constraints	constraint	NOUN
easat-8567	243	28	and	and	CCONJ
easat-8567	243	29	a	a	DET
easat-8567	243	30	lack	lack	NOUN
easat-8567	243	31	of	of	ADP
easat-8567	243	32	specialist	specialist	ADJ
easat-8567	243	33	knowledge	knowledge	NOUN
easat-8567	243	34	,	,	PUNCT
easat-8567	243	35	resorting	resort	VERB
easat-8567	243	36	to	to	ADP
easat-8567	243	37	external	external	ADJ
easat-8567	243	38	cooperation	cooperation	NOUN
easat-8567	243	39	with	with	ADP
easat-8567	243	40	universities	university	NOUN
easat-8567	243	41	and	and	CCONJ
easat-8567	243	42	service	service	NOUN
easat-8567	243	43	providers	provider	NOUN
easat-8567	243	44	in	in	ADP
easat-8567	243	45	most	most	ADJ
easat-8567	243	46	instances	instance	NOUN
easat-8567	243	47	.	.	PUNCT
easat-8567	244	1	partnerships	partnership	NOUN
easat-8567	244	2	facilitated	facilitate	VERB
easat-8567	244	3	exposure	exposure	NOUN
easat-8567	244	4	to	to	ADP
easat-8567	244	5	specialist	specialist	ADJ
easat-8567	244	6	knowledge	knowledge	NOUN
easat-8567	244	7	,	,	PUNCT
easat-8567	244	8	yet	yet	CCONJ
easat-8567	244	9	such	such	ADJ
easat-8567	244	10	cooperation	cooperation	NOUN
easat-8567	244	11	was	be	AUX
easat-8567	244	12	contingent	contingent	ADJ
easat-8567	244	13	on	on	ADP
easat-8567	244	14	open	open	ADJ
easat-8567	244	15	project	project	NOUN
easat-8567	244	16	frameworks	framework	NOUN
easat-8567	244	17	and	and	CCONJ
easat-8567	244	18	reciprocal	reciprocal	ADJ
easat-8567	244	19	understanding	understanding	NOUN
easat-8567	244	20	between	between	ADP
easat-8567	244	21	in	in	ADP
easat-8567	244	22	-	-	PUNCT
easat-8567	244	23	house	house	NOUN
easat-8567	244	24	groups	group	NOUN
easat-8567	244	25	and	and	CCONJ
easat-8567	244	26	partners	partner	NOUN
easat-8567	244	27	.	.	PUNCT
easat-8567	245	1	such	such	ADJ
easat-8567	245	2	outcomes	outcome	NOUN
easat-8567	245	3	attest	attest	VERB
easat-8567	245	4	to	to	ADP
easat-8567	245	5	resource	resource	NOUN
easat-8567	245	6	allocation	allocation	NOUN
easat-8567	245	7	strategies	strategy	NOUN
easat-8567	245	8	and	and	CCONJ
easat-8567	245	9	cooperation	cooperation	NOUN
easat-8567	245	10	strategies	strategy	NOUN
easat-8567	245	11	as	as	ADP
easat-8567	245	12	decisive	decisive	ADJ
easat-8567	245	13	to	to	PART
easat-8567	245	14	ai	ai	VERB
easat-8567	245	15	adoption	adoption	NOUN
easat-8567	245	16	success	success	NOUN
easat-8567	245	17	.	.	PUNCT
easat-8567	246	1	environmental	environmental	ADJ
easat-8567	246	2	forces	force	NOUN
easat-8567	246	3	impacted	impact	VERB
easat-8567	246	4	ai	ai	VERB
easat-8567	246	5	adoption	adoption	NOUN
easat-8567	246	6	to	to	ADP
easat-8567	246	7	a	a	DET
easat-8567	246	8	smaller	small	ADJ
easat-8567	246	9	extent	extent	NOUN
easat-8567	246	10	compared	compare	VERB
easat-8567	246	11	to	to	ADP
easat-8567	246	12	organizational	organizational	ADJ
easat-8567	246	13	and	and	CCONJ
easat-8567	246	14	technical	technical	ADJ
easat-8567	246	15	forces	force	NOUN
easat-8567	246	16	.	.	PUNCT
easat-8567	247	1	competitive	competitive	ADJ
easat-8567	247	2	pressures	pressure	NOUN
easat-8567	247	3	were	be	AUX
easat-8567	247	4	not	not	PART
easat-8567	247	5	a	a	DET
easat-8567	247	6	primary	primary	ADJ
easat-8567	247	7	driver	driver	NOUN
easat-8567	247	8	in	in	ADP
easat-8567	247	9	view	view	NOUN
easat-8567	247	10	of	of	ADP
easat-8567	247	11	the	the	DET
easat-8567	247	12	non	non	ADJ
easat-8567	247	13	-	-	ADJ
easat-8567	247	14	market	market	ADJ
easat-8567	247	15	nature	nature	NOUN
easat-8567	247	16	of	of	ADP
easat-8567	247	17	government	government	NOUN
easat-8567	247	18	institutions	institution	NOUN
easat-8567	247	19	,	,	PUNCT
easat-8567	247	20	yet	yet	CCONJ
easat-8567	247	21	a	a	DET
easat-8567	247	22	small	small	ADJ
easat-8567	247	23	number	number	NOUN
easat-8567	247	24	of	of	ADP
easat-8567	247	25	institutions	institution	NOUN
easat-8567	247	26	anticipated	anticipate	VERB
easat-8567	247	27	looming	loom	VERB
easat-8567	247	28	pressures	pressure	NOUN
easat-8567	247	29	and	and	CCONJ
easat-8567	247	30	took	take	VERB
easat-8567	247	31	a	a	DET
easat-8567	247	32	proactive	proactive	ADJ
easat-8567	247	33	stance	stance	NOUN
easat-8567	247	34	towards	towards	ADP
easat-8567	247	35	ai	ai	PRON
easat-8567	247	36	adoption	adoption	NOUN
easat-8567	247	37	in	in	ADP
easat-8567	247	38	expectation	expectation	NOUN
easat-8567	247	39	of	of	ADP
easat-8567	247	40	such	such	ADJ
easat-8567	247	41	pressures	pressure	NOUN
easat-8567	247	42	in	in	ADP
easat-8567	247	43	the	the	DET
easat-8567	247	44	future	future	NOUN
easat-8567	247	45	.	.	PUNCT
easat-8567	248	1	regulatory	regulatory	ADJ
easat-8567	248	2	challenges	challenge	NOUN
easat-8567	248	3	,	,	PUNCT
easat-8567	248	4	such	such	ADJ
easat-8567	248	5	as	as	ADP
easat-8567	248	6	the	the	DET
easat-8567	248	7	protection	protection	NOUN
easat-8567	248	8	of	of	ADP
easat-8567	248	9	information	information	NOUN
easat-8567	248	10	and	and	CCONJ
easat-8567	248	11	vagueness	vagueness	NOUN
easat-8567	248	12	in	in	ADP
easat-8567	248	13	legislative	legislative	ADJ
easat-8567	248	14	frameworks	framework	NOUN
easat-8567	248	15	,	,	PUNCT
easat-8567	248	16	were	be	AUX
easat-8567	248	17	dominant	dominant	ADJ
easat-8567	248	18	challenges	challenge	NOUN
easat-8567	248	19	.	.	PUNCT
easat-8567	249	1	the	the	DET
easat-8567	249	2	inelasticity	inelasticity	NOUN
easat-8567	249	3	of	of	ADP
easat-8567	249	4	government	government	NOUN
easat-8567	249	5	budgeting	budgeting	NOUN
easat-8567	249	6	and	and	CCONJ
easat-8567	249	7	project	project	NOUN
easat-8567	249	8	management	management	NOUN
easat-8567	249	9	practices	practice	NOUN
easat-8567	249	10	also	also	ADV
easat-8567	249	11	impeded	impede	VERB
easat-8567	249	12	ai	ai	PRON
easat-8567	249	13	adoption	adoption	NOUN
easat-8567	249	14	,	,	PUNCT
easat-8567	249	15	in	in	ADP
easat-8567	249	16	view	view	NOUN
easat-8567	249	17	of	of	ADP
easat-8567	249	18	established	establish	VERB
easat-8567	249	19	methods	method	NOUN
easat-8567	249	20	lacking	lack	VERB
easat-8567	249	21	iterative	iterative	NOUN
easat-8567	249	22	trial	trial	NOUN
easat-8567	249	23	-	-	PUNCT
easat-8567	249	24	and	and	CCONJ
easat-8567	249	25	-	-	PUNCT
easat-8567	249	26	error	error	NOUN
easat-8567	249	27	flexibility	flexibility	NOUN
easat-8567	249	28	that	that	PRON
easat-8567	249	29	is	be	AUX
easat-8567	249	30	a	a	DET
easat-8567	249	31	prerequisite	prerequisite	NOUN
easat-8567	249	32	to	to	PART
easat-8567	249	33	ai	ai	VERB
easat-8567	249	34	projects	project	NOUN
easat-8567	249	35	[	[	X
easat-8567	249	36	30	30	NUM
easat-8567	249	37	,	,	PUNCT
easat-8567	249	38	31	31	NUM
easat-8567	249	39	]	]	PUNCT
easat-8567	249	40	.	.	PUNCT
easat-8567	250	1	surprisingly	surprisingly	ADV
easat-8567	250	2	,	,	PUNCT
easat-8567	250	3	customer	customer	NOUN
easat-8567	250	4	readiness	readiness	NOUN
easat-8567	250	5	was	be	AUX
easat-8567	250	6	not	not	PART
easat-8567	250	7	perceived	perceive	VERB
easat-8567	250	8	as	as	ADP
easat-8567	250	9	a	a	DET
easat-8567	250	10	primary	primary	ADJ
easat-8567	250	11	challenge	challenge	NOUN
easat-8567	250	12	,	,	PUNCT
easat-8567	250	13	though	though	SCONJ
easat-8567	250	14	higher	high	ADJ
easat-8567	250	15	ai	ai	VERB
easat-8567	250	16	maturity	maturity	NOUN
easat-8567	250	17	institutions	institution	NOUN
easat-8567	250	18	perceived	perceive	VERB
easat-8567	250	19	it	it	PRON
easat-8567	250	20	as	as	ADP
easat-8567	250	21	more	more	ADV
easat-8567	250	22	relevant	relevant	ADJ
easat-8567	250	23	,	,	PUNCT
easat-8567	250	24	attesting	attest	VERB
easat-8567	250	25	that	that	SCONJ
easat-8567	250	26	when	when	SCONJ
easat-8567	250	27	ai	ai	VERB
easat-8567	250	28	adoption	adoption	NOUN
easat-8567	250	29	is	be	AUX
easat-8567	250	30	more	more	ADV
easat-8567	250	31	developed	developed	ADJ
easat-8567	250	32	,	,	PUNCT
easat-8567	250	33	end	end	NOUN
easat-8567	250	34	-	-	PUNCT
easat-8567	250	35	user	user	NOUN
easat-8567	250	36	adoption	adoption	NOUN
easat-8567	250	37	is	be	AUX
easat-8567	250	38	more	more	ADV
easat-8567	250	39	relevant	relevant	ADJ
easat-8567	250	40	.	.	PUNCT
easat-8567	251	1	overall	overall	ADV
easat-8567	251	2	,	,	PUNCT
easat-8567	251	3	the	the	DET
easat-8567	251	4	studies	study	NOUN
easat-8567	251	5	indicate	indicate	VERB
easat-8567	251	6	that	that	SCONJ
easat-8567	251	7	ai	ai	VERB
easat-8567	251	8	adoption	adoption	NOUN
easat-8567	251	9	in	in	ADP
easat-8567	251	10	government	government	NOUN
easat-8567	251	11	is	be	AUX
easat-8567	251	12	driven	drive	VERB
easat-8567	251	13	by	by	ADP
easat-8567	251	14	a	a	DET
easat-8567	251	15	complex	complex	ADJ
easat-8567	251	16	interaction	interaction	NOUN
easat-8567	251	17	of	of	ADP
easat-8567	251	18	organizational	organizational	ADJ
easat-8567	251	19	,	,	PUNCT
easat-8567	251	20	contextual	contextual	ADJ
easat-8567	251	21	,	,	PUNCT
easat-8567	251	22	and	and	CCONJ
easat-8567	251	23	technological	technological	ADJ
easat-8567	251	24	factors	factor	NOUN
easat-8567	251	25	.	.	PUNCT
easat-8567	252	1	organizations	organization	NOUN
easat-8567	252	2	in	in	ADP
easat-8567	252	3	different	different	ADJ
easat-8567	252	4	ai	ai	VERB
easat-8567	252	5	maturity	maturity	NOUN
easat-8567	252	6	levels	level	NOUN
easat-8567	252	7	face	face	VERB
easat-8567	252	8	different	different	ADJ
easat-8567	252	9	challenges	challenge	NOUN
easat-8567	252	10	and	and	CCONJ
easat-8567	252	11	priorities	priority	NOUN
easat-8567	252	12	,	,	PUNCT
easat-8567	252	13	with	with	ADP
easat-8567	252	14	those	those	PRON
easat-8567	252	15	in	in	ADP
easat-8567	252	16	the	the	DET
easat-8567	252	17	assessing	assess	VERB
easat-8567	252	18	phase	phase	NOUN
easat-8567	252	19	having	have	VERB
easat-8567	252	20	trouble	trouble	NOUN
easat-8567	252	21	dealing	deal	VERB
easat-8567	252	22	with	with	ADP
easat-8567	252	23	project	project	NOUN
easat-8567	252	24	arrangements	arrangement	NOUN
easat-8567	252	25	and	and	CCONJ
easat-8567	252	26	cooperation	cooperation	NOUN
easat-8567	252	27	,	,	PUNCT
easat-8567	252	28	while	while	SCONJ
easat-8567	252	29	those	those	PRON
easat-8567	252	30	in	in	ADP
easat-8567	252	31	the	the	DET
easat-8567	252	32	determined	determined	ADJ
easat-8567	252	33	and	and	CCONJ
easat-8567	252	34	managed	manage	VERB
easat-8567	252	35	phases	phase	NOUN
easat-8567	252	36	work	work	VERB
easat-8567	252	37	on	on	ADP
easat-8567	252	38	strategic	strategic	ADJ
easat-8567	252	39	alignment	alignment	NOUN
easat-8567	252	40	,	,	PUNCT
easat-8567	252	41	organizational	organizational	ADJ
easat-8567	252	42	change	change	NOUN
easat-8567	252	43	,	,	PUNCT
easat-8567	252	44	and	and	CCONJ
easat-8567	252	45	resource	resource	NOUN
easat-8567	252	46	allocation	allocation	NOUN
easat-8567	252	47	.	.	PUNCT
easat-8567	253	1	the	the	DET
easat-8567	253	2	findings	finding	NOUN
easat-8567	253	3	have	have	VERB
easat-8567	253	4	practical	practical	ADJ
easat-8567	253	5	implications	implication	NOUN
easat-8567	253	6	for	for	ADP
easat-8567	253	7	policymakers	policymaker	NOUN
easat-8567	253	8	and	and	CCONJ
easat-8567	253	9	government	government	NOUN
easat-8567	253	10	leaders	leader	NOUN
easat-8567	253	11	in	in	ADP
easat-8567	253	12	that	that	SCONJ
easat-8567	253	13	they	they	PRON
easat-8567	253	14	indicate	indicate	VERB
easat-8567	253	15	that	that	SCONJ
easat-8567	253	16	there	there	PRON
easat-8567	253	17	is	be	VERB
easat-8567	253	18	a	a	DET
easat-8567	253	19	need	need	NOUN
easat-8567	253	20	for	for	ADP
easat-8567	253	21	targeted	target	VERB
easat-8567	253	22	strategies	strategy	NOUN
easat-8567	253	23	to	to	PART
easat-8567	253	24	enable	enable	VERB
easat-8567	253	25	ai	ai	PROPN
easat-8567	253	26	adoption	adoption	NOUN
easat-8567	253	27	,	,	PUNCT
easat-8567	253	28	such	such	ADJ
easat-8567	253	29	as	as	ADP
easat-8567	253	30	explicit	explicit	ADJ
easat-8567	253	31	regulation	regulation	NOUN
easat-8567	253	32	frameworks	framework	NOUN
easat-8567	253	33	,	,	PUNCT
easat-8567	253	34	flexible	flexible	ADJ
easat-8567	253	35	funding	funding	NOUN
easat-8567	253	36	mechanisms	mechanism	NOUN
easat-8567	253	37	,	,	PUNCT
easat-8567	253	38	and	and	CCONJ
easat-8567	253	39	capacity	capacity	NOUN
easat-8567	253	40	development	development	NOUN
easat-8567	253	41	programs	program	NOUN
easat-8567	253	42	.	.	PUNCT
easat-8567	254	1	further	further	ADJ
easat-8567	254	2	studies	study	NOUN
easat-8567	254	3	can	can	AUX
easat-8567	254	4	continue	continue	VERB
easat-8567	254	5	to	to	PART
easat-8567	254	6	explore	explore	VERB
easat-8567	254	7	the	the	DET
easat-8567	254	8	long	long	ADJ
easat-8567	254	9	-	-	PUNCT
easat-8567	254	10	term	term	NOUN
easat-8567	254	11	consequences	consequence	NOUN
easat-8567	254	12	of	of	ADP
easat-8567	254	13	ai	ai	PRON
easat-8567	254	14	adoption	adoption	NOUN
easat-8567	254	15	in	in	ADP
easat-8567	254	16	government	government	NOUN
easat-8567	254	17	,	,	PUNCT
easat-8567	254	18	particularly	particularly	ADV
easat-8567	254	19	its	its	PRON
easat-8567	254	20	impact	impact	NOUN
easat-8567	254	21	on	on	ADP
easat-8567	254	22	organizational	organizational	ADJ
easat-8567	254	23	efficiency	efficiency	NOUN
easat-8567	254	24	,	,	PUNCT
easat-8567	254	25	decision	decision	NOUN
easat-8567	254	26	-	-	PUNCT
easat-8567	254	27	making	make	VERB
easat-8567	254	28	processes	process	NOUN
easat-8567	254	29	,	,	PUNCT
easat-8567	254	30	and	and	CCONJ
easat-8567	254	31	citizen	citizen	NOUN
easat-8567	254	32	engagement	engagement	NOUN
easat-8567	254	33	.	.	PUNCT
easat-8567	255	1	6	6	X
easat-8567	255	2	.	.	X
easat-8567	255	3	conclusion	conclusion	NOUN
easat-8567	255	4	this	this	DET
easat-8567	255	5	study	study	NOUN
easat-8567	255	6	applied	apply	VERB
easat-8567	255	7	the	the	DET
easat-8567	255	8	toe	toe	NOUN
easat-8567	255	9	framework	framework	NOUN
easat-8567	255	10	to	to	PART
easat-8567	255	11	analyze	analyze	VERB
easat-8567	255	12	the	the	DET
easat-8567	255	13	determinants	determinant	NOUN
easat-8567	255	14	of	of	ADP
easat-8567	255	15	ai	ai	ADJ
easat-8567	255	16	adoption	adoption	NOUN
easat-8567	255	17	by	by	ADP
easat-8567	255	18	public	public	ADJ
easat-8567	255	19	organizations	organization	NOUN
easat-8567	255	20	,	,	PUNCT
easat-8567	255	21	finding	find	VERB
easat-8567	255	22	the	the	DET
easat-8567	255	23	salient	salient	NOUN
easat-8567	255	24	technological	technological	ADJ
easat-8567	255	25	,	,	PUNCT
easat-8567	255	26	organizational	organizational	ADJ
easat-8567	255	27	,	,	PUNCT
easat-8567	255	28	and	and	CCONJ
easat-8567	255	29	environmental	environmental	ADJ
easat-8567	255	30	considerations	consideration	NOUN
easat-8567	255	31	.	.	PUNCT
easat-8567	256	1	results	result	NOUN
easat-8567	256	2	identified	identify	VERB
easat-8567	256	3	ai	ai	VERB
easat-8567	256	4	adoption	adoption	NOUN
easat-8567	256	5	is	be	AUX
easat-8567	256	6	frequently	frequently	ADV
easat-8567	256	7	necessity	necessity	NOUN
easat-8567	256	8	-	-	PUNCT
easat-8567	256	9	led	lead	VERB
easat-8567	256	10	,	,	PUNCT
easat-8567	256	11	where	where	SCONJ
easat-8567	256	12	ai	ai	NOUN
easat-8567	256	13	is	be	AUX
easat-8567	256	14	adopted	adopt	VERB
easat-8567	256	15	by	by	ADP
easat-8567	256	16	public	public	ADJ
easat-8567	256	17	organizations	organization	NOUN
easat-8567	256	18	when	when	SCONJ
easat-8567	256	19	traditional	traditional	ADJ
easat-8567	256	20	technologies	technology	NOUN
easat-8567	256	21	fail	fail	VERB
easat-8567	256	22	to	to	PART
easat-8567	256	23	resolve	resolve	VERB
easat-8567	256	24	complex	complex	ADJ
easat-8567	256	25	problems	problem	NOUN
easat-8567	256	26	.	.	PUNCT
easat-8567	257	1	while	while	SCONJ
easat-8567	257	2	some	some	DET
easat-8567	257	3	organizations	organization	NOUN
easat-8567	257	4	planned	plan	VERB
easat-8567	257	5	for	for	ADP
easat-8567	257	6	ai	ai	PRON
easat-8567	257	7	adoption	adoption	NOUN
easat-8567	257	8	through	through	ADP
easat-8567	257	9	strategic	strategic	ADJ
easat-8567	257	10	top	top	ADJ
easat-8567	257	11	-	-	PUNCT
easat-8567	257	12	down	down	ADP
easat-8567	257	13	processes	process	NOUN
easat-8567	257	14	,	,	PUNCT
easat-8567	257	15	many	many	ADJ
easat-8567	257	16	adopted	adopt	VERB
easat-8567	257	17	ai	ai	VERB
easat-8567	257	18	through	through	ADP
easat-8567	257	19	bottom	bottom	ADJ
easat-8567	257	20	-	-	PUNCT
easat-8567	257	21	up	up	ADP
easat-8567	257	22	processes	process	NOUN
easat-8567	257	23	,	,	PUNCT
easat-8567	257	24	incorporating	incorporate	VERB
easat-8567	257	25	intelligence	intelligence	NOUN
easat-8567	257	26	into	into	ADP
easat-8567	257	27	projects	project	NOUN
easat-8567	257	28	over	over	ADP
easat-8567	257	29	their	their	PRON
easat-8567	257	30	lifespan	lifespan	NOUN
easat-8567	257	31	.	.	PUNCT
easat-8567	258	1	organization	organization	NOUN
easat-8567	258	2	-	-	PUNCT
easat-8567	258	3	specific	specific	ADJ
easat-8567	258	4	considerations	consideration	NOUN
easat-8567	258	5	,	,	PUNCT
easat-8567	258	6	including	include	VERB
easat-8567	258	7	the	the	DET
easat-8567	258	8	support	support	NOUN
easat-8567	258	9	of	of	ADP
easat-8567	258	10	top	top	ADJ
easat-8567	258	11	management	management	NOUN
easat-8567	258	12	,	,	PUNCT
easat-8567	258	13	the	the	DET
easat-8567	258	14	process	process	NOUN
easat-8567	258	15	of	of	ADP
easat-8567	258	16	change	change	NOUN
easat-8567	258	17	,	,	PUNCT
easat-8567	258	18	and	and	CCONJ
easat-8567	258	19	the	the	DET
easat-8567	258	20	availability	availability	NOUN
easat-8567	258	21	of	of	ADP
easat-8567	258	22	resources	resource	NOUN
easat-8567	258	23	,	,	PUNCT
easat-8567	258	24	were	be	AUX
easat-8567	258	25	the	the	DET
easat-8567	258	26	prime	prime	ADJ
easat-8567	258	27	enablers	enabler	NOUN
easat-8567	258	28	for	for	ADP
easat-8567	258	29	ai	ai	PRON
easat-8567	258	30	adoption	adoption	NOUN
easat-8567	258	31	.	.	PUNCT
easat-8567	259	1	organizations	organization	NOUN
easat-8567	259	2	with	with	ADP
easat-8567	259	3	innovative	innovative	ADJ
easat-8567	259	4	culture	culture	NOUN
easat-8567	259	5	and	and	CCONJ
easat-8567	259	6	adaptive	adaptive	ADJ
easat-8567	259	7	structures	structure	NOUN
easat-8567	259	8	for	for	ADP
easat-8567	259	9	projects	project	NOUN
easat-8567	259	10	showed	show	VERB
easat-8567	259	11	greater	great	ADJ
easat-8567	259	12	potential	potential	NOUN
easat-8567	259	13	for	for	ADP
easat-8567	259	14	ai	ai	PROPN
easat-8567	259	15	adoption	adoption	NOUN
easat-8567	259	16	,	,	PUNCT
easat-8567	259	17	while	while	SCONJ
easat-8567	259	18	bureaucratic	bureaucratic	ADJ
easat-8567	259	19	structures	structure	NOUN
easat-8567	259	20	and	and	CCONJ
easat-8567	259	21	risk	risk	NOUN
easat-8567	259	22	culture	culture	NOUN
easat-8567	259	23	were	be	AUX
easat-8567	259	24	the	the	DET
easat-8567	259	25	main	main	ADJ
easat-8567	259	26	inhibitors	inhibitor	NOUN
easat-8567	259	27	.	.	PUNCT
easat-8567	260	1	future	future	ADJ
easat-8567	260	2	research	research	NOUN
easat-8567	260	3	is	be	AUX
easat-8567	260	4	needed	need	VERB
easat-8567	260	5	to	to	PART
easat-8567	260	6	study	study	VERB
easat-8567	260	7	the	the	DET
easat-8567	260	8	long	long	ADJ
easat-8567	260	9	-	-	PUNCT
easat-8567	260	10	term	term	NOUN
easat-8567	260	11	implications	implication	NOUN
easat-8567	260	12	of	of	ADP
easat-8567	260	13	ai	ai	PRON
easat-8567	260	14	adoption	adoption	NOUN
easat-8567	260	15	by	by	ADP
easat-8567	260	16	the	the	DET
easat-8567	260	17	public	public	ADJ
easat-8567	260	18	sector	sector	NOUN
easat-8567	260	19	,	,	PUNCT
easat-8567	260	20	including	include	VERB
easat-8567	260	21	its	its	PRON
easat-8567	260	22	impact	impact	NOUN
easat-8567	260	23	on	on	ADP
easat-8567	260	24	the	the	DET
easat-8567	260	25	delivery	delivery	NOUN
easat-8567	260	26	of	of	ADP
easat-8567	260	27	services	service	NOUN
easat-8567	260	28	,	,	PUNCT
easat-8567	260	29	efficiency	efficiency	NOUN
easat-8567	260	30	,	,	PUNCT
easat-8567	260	31	and	and	CCONJ
easat-8567	260	32	stakeholder	stakeholder	NOUN
easat-8567	260	33	interaction	interaction	NOUN
easat-8567	260	34	.	.	PUNCT
easat-8567	261	1	if	if	SCONJ
easat-8567	261	2	these	these	DET
easat-8567	261	3	concerns	concern	NOUN
easat-8567	261	4	can	can	AUX
easat-8567	261	5	be	be	AUX
easat-8567	261	6	met	meet	VERB
easat-8567	261	7	,	,	PUNCT
easat-8567	261	8	the	the	DET
easat-8567	261	9	public	public	ADJ
easat-8567	261	10	sector	sector	NOUN
easat-8567	261	11	can	can	AUX
easat-8567	261	12	harness	harness	NOUN
easat-8567	261	13	ai	ai	VERB
easat-8567	261	14	for	for	ADP
easat-8567	261	15	informed	informed	ADJ
easat-8567	261	16	decision	decision	NOUN
easat-8567	261	17	-	-	PUNCT
easat-8567	261	18	making	making	NOUN
easat-8567	261	19	,	,	PUNCT
easat-8567	261	20	optimizing	optimize	VERB
easat-8567	261	21	operations	operation	NOUN
easat-8567	261	22	,	,	PUNCT
easat-8567	261	23	and	and	CCONJ
easat-8567	261	24	enhancing	enhance	VERB
easat-8567	261	25	public	public	ADJ
easat-8567	261	26	service	service	NOUN
easat-8567	261	27	delivery	delivery	NOUN
easat-8567	261	28	.	.	PUNCT
easat-8567	262	1	transparency	transparency	NOUN
easat-8567	262	2	:	:	PUNCT
easat-8567	262	3	the	the	DET
easat-8567	262	4	author	author	NOUN
easat-8567	262	5	confirms	confirm	VERB
easat-8567	262	6	that	that	SCONJ
easat-8567	262	7	the	the	DET
easat-8567	262	8	manuscript	manuscript	NOUN
easat-8567	262	9	is	be	AUX
easat-8567	262	10	an	an	DET
easat-8567	262	11	honest	honest	ADJ
easat-8567	262	12	,	,	PUNCT
easat-8567	262	13	accurate	accurate	ADJ
easat-8567	262	14	,	,	PUNCT
easat-8567	262	15	and	and	CCONJ
easat-8567	262	16	transparent	transparent	ADJ
easat-8567	262	17	account	account	NOUN
easat-8567	262	18	of	of	ADP
easat-8567	262	19	the	the	DET
easat-8567	262	20	study	study	NOUN
easat-8567	262	21	;	;	PUNCT
easat-8567	262	22	that	that	SCONJ
easat-8567	262	23	no	no	DET
easat-8567	262	24	vital	vital	ADJ
easat-8567	262	25	features	feature	NOUN
easat-8567	262	26	of	of	ADP
easat-8567	262	27	the	the	DET
easat-8567	262	28	study	study	NOUN
easat-8567	262	29	have	have	AUX
easat-8567	262	30	been	be	AUX
easat-8567	262	31	omitted	omit	VERB
easat-8567	262	32	;	;	PUNCT
easat-8567	262	33	and	and	CCONJ
easat-8567	262	34	that	that	SCONJ
easat-8567	262	35	any	any	DET
easat-8567	262	36	discrepancies	discrepancy	NOUN
easat-8567	262	37	from	from	ADP
easat-8567	262	38	the	the	DET
easat-8567	262	39	study	study	NOUN
easat-8567	262	40	as	as	SCONJ
easat-8567	262	41	planned	plan	VERB
easat-8567	262	42	have	have	AUX
easat-8567	262	43	been	be	AUX
easat-8567	262	44	explained	explain	VERB
easat-8567	262	45	.	.	PUNCT
easat-8567	263	1	this	this	DET
easat-8567	263	2	study	study	NOUN
easat-8567	263	3	followed	follow	VERB
easat-8567	263	4	all	all	DET
easat-8567	263	5	ethical	ethical	ADJ
easat-8567	263	6	practices	practice	NOUN
easat-8567	263	7	during	during	ADP
easat-8567	263	8	writing	writing	NOUN
easat-8567	263	9	.	.	PUNCT
easat-8567	264	1	copyright	copyright	NOUN
easat-8567	264	2	:	:	PUNCT
easat-8567	264	3	©	©	PROPN
easat-8567	264	4	2025	2025	NUM
easat-8567	264	5	by	by	ADP
easat-8567	264	6	the	the	DET
easat-8567	264	7	author	author	NOUN
easat-8567	264	8	.	.	PUNCT
easat-8567	265	1	this	this	DET
easat-8567	265	2	open	open	ADJ
easat-8567	265	3	-	-	PUNCT
easat-8567	265	4	access	access	NOUN
easat-8567	265	5	article	article	NOUN
easat-8567	265	6	is	be	AUX
easat-8567	265	7	distributed	distribute	VERB
easat-8567	265	8	under	under	ADP
easat-8567	265	9	the	the	DET
easat-8567	265	10	terms	term	NOUN
easat-8567	265	11	and	and	CCONJ
easat-8567	265	12	conditions	condition	NOUN
easat-8567	265	13	of	of	ADP
easat-8567	265	14	the	the	DET
easat-8567	265	15	creative	creative	ADJ
easat-8567	265	16	commons	common	NOUN
easat-8567	265	17	attribution	attribution	NOUN
easat-8567	265	18	(	(	PUNCT
easat-8567	265	19	cc	cc	NOUN
easat-8567	265	20	by	by	ADP
easat-8567	265	21	)	)	PUNCT
easat-8567	265	22	license	license	NOUN
easat-8567	265	23	(	(	PUNCT
easat-8567	265	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-8567	265	25	)	)	PUNCT
easat-8567	265	26	.	.	PUNCT
easat-8567	266	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-8567	266	2	324	324	NUM
easat-8567	266	3	edelweiss	edelweiss	PROPN
easat-8567	266	4	applied	apply	VERB
easat-8567	266	5	science	science	NOUN
easat-8567	266	6	and	and	CCONJ
easat-8567	266	7	technology	technology	NOUN
easat-8567	266	8	issn	issn	PROPN
easat-8567	266	9	:	:	PUNCT
easat-8567	266	10	2576	2576	NUM
easat-8567	266	11	-	-	SYM
easat-8567	266	12	8484	8484	NUM
easat-8567	266	13	vol	vol	NOUN
easat-8567	266	14	.	.	PROPN
easat-8567	267	1	9	9	NUM
easat-8567	267	2	,	,	PUNCT
easat-8567	267	3	no	no	INTJ
easat-8567	267	4	.	.	NOUN
easat-8567	268	1	7	7	NUM
easat-8567	268	2	:	:	SYM
easat-8567	268	3	312	312	NUM
easat-8567	268	4	-	-	SYM
easat-8567	268	5	325	325	NUM
easat-8567	268	6	,	,	PUNCT
easat-8567	268	7	2025	2025	NUM
easat-8567	268	8	doi	doi	NOUN
easat-8567	268	9	:	:	PUNCT
easat-8567	268	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	268	11	©	©	PROPN
easat-8567	268	12	2025	2025	NUM
easat-8567	268	13	by	by	ADP
easat-8567	268	14	the	the	DET
easat-8567	268	15	author	author	NOUN
easat-8567	268	16	;	;	PUNCT
easat-8567	268	17	licensee	licensee	PROPN
easat-8567	268	18	learning	learn	VERB
easat-8567	268	19	gate	gate	NOUN
easat-8567	268	20	references	reference	NOUN
easat-8567	268	21	[	[	X
easat-8567	268	22	1	1	NUM
easat-8567	268	23	]	]	PUNCT
easat-8567	268	24	m.	m.	NOUN
easat-8567	268	25	a.	a.	NOUN
easat-8567	268	26	alkhateeb	alkhateeb	PROPN
easat-8567	268	27	,	,	PUNCT
easat-8567	268	28	m.	m.	NOUN
easat-8567	268	29	a.	a.	NOUN
easat-8567	268	30	alqasaimeh	alqasaimeh	PROPN
easat-8567	268	31	,	,	PUNCT
easat-8567	268	32	and	and	CCONJ
easat-8567	268	33	m.	m.	NOUN
easat-8567	268	34	a.	a.	PROPN
easat-8567	268	35	alshurideh	alshurideh	PROPN
easat-8567	268	36	,	,	PUNCT
easat-8567	268	37	"	"	PUNCT
easat-8567	268	38	assessing	assess	VERB
easat-8567	268	39	the	the	DET
easat-8567	268	40	acceptance	acceptance	NOUN
easat-8567	268	41	for	for	ADP
easat-8567	268	42	implementing	implement	VERB
easat-8567	268	43	artificial	artificial	ADJ
easat-8567	268	44	intelligence	intelligence	NOUN
easat-8567	268	45	in	in	ADP
easat-8567	268	46	the	the	DET
easat-8567	268	47	governmental	governmental	ADJ
easat-8567	268	48	sector	sector	NOUN
easat-8567	268	49	:	:	PUNCT
easat-8567	268	50	a	a	DET
easat-8567	268	51	technology	technology	NOUN
easat-8567	268	52	acceptance	acceptance	NOUN
easat-8567	268	53	model	model	NOUN
easat-8567	268	54	combined	combine	VERB
easat-8567	268	55	with	with	ADP
easat-8567	268	56	the	the	DET
easat-8567	268	57	technology	technology	NOUN
easat-8567	268	58	-	-	PUNCT
easat-8567	268	59	organizationenvironment	organizationenvironment	NOUN
easat-8567	268	60	framework	framework	NOUN
easat-8567	268	61	,	,	PUNCT
easat-8567	268	62	"	"	PUNCT
easat-8567	268	63	engineering	engineering	NOUN
easat-8567	268	64	,	,	PUNCT
easat-8567	268	65	technology	technology	NOUN
easat-8567	268	66	&	&	CCONJ
easat-8567	268	67	applied	apply	VERB
easat-8567	268	68	science	science	NOUN
easat-8567	268	69	research	research	NOUN
easat-8567	268	70	,	,	PUNCT
easat-8567	268	71	vol	vol	NOUN
easat-8567	268	72	.	.	PROPN
easat-8567	268	73	13	13	NUM
easat-8567	268	74	,	,	PUNCT
easat-8567	268	75	no	no	INTJ
easat-8567	268	76	.	.	NOUN
easat-8567	268	77	4	4	NUM
easat-8567	268	78	,	,	PUNCT
easat-8567	268	79	p.	p.	NOUN
easat-8567	268	80	8711	8711	NUM
easat-8567	268	81	,	,	PUNCT
easat-8567	268	82	2023	2023	NUM
easat-8567	268	83	.	.	PUNCT
easat-8567	269	1	[	[	X
easat-8567	269	2	2	2	X
easat-8567	269	3	]	]	PUNCT
easat-8567	269	4	t.	t.	NOUN
easat-8567	269	5	alsaedi	alsaedi	PROPN
easat-8567	269	6	,	,	PUNCT
easat-8567	269	7	m.	m.	PROPN
easat-8567	269	8	r.	r.	PROPN
easat-8567	269	9	r.	r.	PROPN
easat-8567	269	10	rana	rana	PROPN
easat-8567	269	11	,	,	PUNCT
easat-8567	269	12	a.	a.	NOUN
easat-8567	269	13	nawaz	nawaz	NOUN
easat-8567	269	14	,	,	PUNCT
easat-8567	269	15	a.	a.	NOUN
easat-8567	269	16	raza	raza	PROPN
easat-8567	269	17	,	,	PUNCT
easat-8567	269	18	and	and	CCONJ
easat-8567	269	19	a.	a.	NOUN
easat-8567	269	20	alahmadi	alahmadi	PROPN
easat-8567	269	21	,	,	PUNCT
easat-8567	269	22	"	"	PUNCT
easat-8567	269	23	sentiment	sentiment	NOUN
easat-8567	269	24	mining	mining	NOUN
easat-8567	269	25	in	in	ADP
easat-8567	269	26	e	e	NOUN
easat-8567	269	27	-	-	NOUN
easat-8567	269	28	commerce	commerce	NOUN
easat-8567	269	29	:	:	PUNCT
easat-8567	269	30	the	the	DET
easat-8567	269	31	transformerbased	transformerbase	VERB
easat-8567	269	32	deep	deep	ADJ
easat-8567	269	33	learning	learning	NOUN
easat-8567	269	34	model	model	NOUN
easat-8567	269	35	,	,	PUNCT
easat-8567	269	36	"	"	PUNCT
easat-8567	269	37	international	international	ADJ
easat-8567	269	38	journal	journal	NOUN
easat-8567	269	39	of	of	ADP
easat-8567	269	40	electrical	electrical	ADJ
easat-8567	269	41	and	and	CCONJ
easat-8567	269	42	computer	computer	NOUN
easat-8567	269	43	engineering	engineering	NOUN
easat-8567	269	44	systems	system	NOUN
easat-8567	269	45	,	,	PUNCT
easat-8567	269	46	vol	vol	NOUN
easat-8567	269	47	.	.	PROPN
easat-8567	269	48	15	15	NUM
easat-8567	269	49	,	,	PUNCT
easat-8567	269	50	no	no	INTJ
easat-8567	269	51	.	.	NOUN
easat-8567	269	52	8	8	NUM
easat-8567	269	53	,	,	PUNCT
easat-8567	269	54	pp	pp	ADJ
easat-8567	269	55	.	.	PUNCT
easat-8567	269	56	641650	641650	NUM
easat-8567	269	57	,	,	PUNCT
easat-8567	269	58	2024	2024	NUM
easat-8567	269	59	.	.	PUNCT
easat-8567	270	1	[	[	X
easat-8567	270	2	3	3	X
easat-8567	270	3	]	]	PUNCT
easat-8567	270	4	p.	p.	NOUN
easat-8567	270	5	k.	k.	PROPN
easat-8567	270	6	agarwal	agarwal	PROPN
easat-8567	270	7	,	,	PUNCT
easat-8567	270	8	"	"	PUNCT
easat-8567	270	9	public	public	ADJ
easat-8567	270	10	administration	administration	NOUN
easat-8567	270	11	challenges	challenge	VERB
easat-8567	270	12	in	in	ADP
easat-8567	270	13	the	the	DET
easat-8567	270	14	world	world	NOUN
easat-8567	270	15	of	of	ADP
easat-8567	270	16	ai	ai	PROPN
easat-8567	270	17	and	and	CCONJ
easat-8567	270	18	bots	bot	NOUN
easat-8567	270	19	,	,	PUNCT
easat-8567	270	20	"	"	PUNCT
easat-8567	270	21	public	public	ADJ
easat-8567	270	22	administration	administration	NOUN
easat-8567	270	23	review	review	PROPN
easat-8567	270	24	,	,	PUNCT
easat-8567	270	25	vol	vol	NOUN
easat-8567	270	26	.	.	PROPN
easat-8567	270	27	78	78	NUM
easat-8567	270	28	,	,	PUNCT
easat-8567	270	29	no	no	INTJ
easat-8567	270	30	.	.	NOUN
easat-8567	270	31	6	6	NUM
easat-8567	270	32	,	,	PUNCT
easat-8567	270	33	pp	pp	ADJ
easat-8567	270	34	.	.	PUNCT
easat-8567	271	1	917	917	NUM
easat-8567	271	2	-	-	SYM
easat-8567	271	3	921	921	NUM
easat-8567	271	4	,	,	PUNCT
easat-8567	271	5	2018	2018	NUM
easat-8567	271	6	.	.	PUNCT
easat-8567	272	1	https://doi.org/10.1111/puar.12979	https://doi.org/10.1111/puar.12979	PRON
easat-8567	273	1	[	[	X
easat-8567	273	2	4	4	NUM
easat-8567	273	3	]	]	X
easat-8567	273	4	p.	p.	NOUN
easat-8567	273	5	ahonen	ahonen	PROPN
easat-8567	273	6	and	and	CCONJ
easat-8567	273	7	t.	t.	PROPN
easat-8567	273	8	erkkilä	erkkilä	PROPN
easat-8567	273	9	,	,	PUNCT
easat-8567	273	10	"	"	PUNCT
easat-8567	273	11	transparency	transparency	NOUN
easat-8567	273	12	in	in	ADP
easat-8567	273	13	algorithmic	algorithmic	ADJ
easat-8567	273	14	decision	decision	NOUN
easat-8567	273	15	-	-	PUNCT
easat-8567	273	16	making	making	NOUN
easat-8567	273	17	:	:	PUNCT
easat-8567	273	18	ideational	ideational	ADJ
easat-8567	273	19	tensions	tension	NOUN
easat-8567	273	20	and	and	CCONJ
easat-8567	273	21	conceptual	conceptual	ADJ
easat-8567	273	22	shifts	shift	NOUN
easat-8567	273	23	in	in	ADP
easat-8567	273	24	finland	finland	PROPN
easat-8567	273	25	,	,	PUNCT
easat-8567	273	26	"	"	PUNCT
easat-8567	273	27	information	information	NOUN
easat-8567	273	28	polity	polity	NOUN
easat-8567	273	29	,	,	PUNCT
easat-8567	273	30	vol	vol	NOUN
easat-8567	273	31	.	.	PROPN
easat-8567	273	32	25	25	NUM
easat-8567	273	33	,	,	PUNCT
easat-8567	273	34	no	no	INTJ
easat-8567	273	35	.	.	NOUN
easat-8567	273	36	4	4	NUM
easat-8567	273	37	,	,	PUNCT
easat-8567	273	38	pp	pp	ADJ
easat-8567	273	39	.	.	PUNCT
easat-8567	274	1	419	419	NUM
easat-8567	274	2	-	-	SYM
easat-8567	274	3	432	432	NUM
easat-8567	274	4	,	,	PUNCT
easat-8567	274	5	2020	2020	NUM
easat-8567	274	6	.	.	PUNCT
easat-8567	275	1	[	[	X
easat-8567	275	2	5	5	X
easat-8567	275	3	]	]	PUNCT
easat-8567	275	4	s.	s.	PROPN
easat-8567	275	5	alon	alon	PROPN
easat-8567	275	6	-	-	PUNCT
easat-8567	275	7	barkat	barkat	PROPN
easat-8567	275	8	and	and	CCONJ
easat-8567	275	9	m.	m.	NOUN
easat-8567	275	10	busuioc	busuioc	NOUN
easat-8567	275	11	,	,	PUNCT
easat-8567	275	12	"	"	PUNCT
easat-8567	275	13	human	human	ADJ
easat-8567	275	14	–	–	PUNCT
easat-8567	275	15	ai	ai	VERB
easat-8567	275	16	interactions	interaction	NOUN
easat-8567	275	17	in	in	ADP
easat-8567	275	18	public	public	ADJ
easat-8567	275	19	sector	sector	NOUN
easat-8567	275	20	decision	decision	NOUN
easat-8567	275	21	making:“automation	making:“automation	NOUN
easat-8567	275	22	bias	bias	NOUN
easat-8567	275	23	”	"	PUNCT
easat-8567	275	24	and	and	CCONJ
easat-8567	275	25	“	"	PUNCT
easat-8567	275	26	selective	selective	ADJ
easat-8567	275	27	adherence	adherence	NOUN
easat-8567	275	28	”	"	PUNCT
easat-8567	275	29	to	to	ADP
easat-8567	275	30	algorithmic	algorithmic	ADJ
easat-8567	275	31	advice	advice	NOUN
easat-8567	275	32	,	,	PUNCT
easat-8567	275	33	"	"	PUNCT
easat-8567	275	34	journal	journal	NOUN
easat-8567	275	35	of	of	ADP
easat-8567	275	36	public	public	ADJ
easat-8567	275	37	administration	administration	NOUN
easat-8567	275	38	research	research	NOUN
easat-8567	275	39	and	and	CCONJ
easat-8567	275	40	theory	theory	NOUN
easat-8567	275	41	,	,	PUNCT
easat-8567	275	42	vol	vol	NOUN
easat-8567	275	43	.	.	PROPN
easat-8567	276	1	33	33	NUM
easat-8567	276	2	,	,	PUNCT
easat-8567	276	3	no	no	INTJ
easat-8567	276	4	.	.	NOUN
easat-8567	276	5	1	1	NUM
easat-8567	276	6	,	,	PUNCT
easat-8567	276	7	pp	pp	ADJ
easat-8567	276	8	.	.	PUNCT
easat-8567	277	1	153	153	NUM
easat-8567	277	2	-	-	SYM
easat-8567	277	3	169	169	NUM
easat-8567	277	4	,	,	PUNCT
easat-8567	277	5	2023	2023	NUM
easat-8567	277	6	.	.	PUNCT
easat-8567	278	1	[	[	X
easat-8567	278	2	6	6	NUM
easat-8567	278	3	]	]	PUNCT
easat-8567	278	4	a.	a.	NOUN
easat-8567	278	5	androutsopoulou	androutsopoulou	PROPN
easat-8567	278	6	,	,	PUNCT
easat-8567	278	7	n.	n.	PROPN
easat-8567	278	8	karacapilidis	karacapilidis	PROPN
easat-8567	278	9	,	,	PUNCT
easat-8567	278	10	e.	e.	PROPN
easat-8567	278	11	loukis	loukis	PROPN
easat-8567	278	12	,	,	PUNCT
easat-8567	278	13	and	and	CCONJ
easat-8567	278	14	y.	y.	PROPN
easat-8567	278	15	charalabidis	charalabidis	PROPN
easat-8567	278	16	,	,	PUNCT
easat-8567	278	17	"	"	PUNCT
easat-8567	278	18	transforming	transform	VERB
easat-8567	278	19	the	the	DET
easat-8567	278	20	communication	communication	NOUN
easat-8567	278	21	between	between	ADP
easat-8567	278	22	citizens	citizen	NOUN
easat-8567	278	23	and	and	CCONJ
easat-8567	278	24	government	government	NOUN
easat-8567	278	25	through	through	ADP
easat-8567	278	26	ai	ai	ADV
easat-8567	278	27	-	-	PUNCT
easat-8567	278	28	guided	guide	VERB
easat-8567	278	29	chatbots	chatbot	NOUN
easat-8567	278	30	,	,	PUNCT
easat-8567	278	31	"	"	PUNCT
easat-8567	278	32	government	government	NOUN
easat-8567	278	33	information	information	NOUN
easat-8567	278	34	quarterly	quarterly	ADV
easat-8567	278	35	,	,	PUNCT
easat-8567	278	36	vol	vol	NOUN
easat-8567	278	37	.	.	PROPN
easat-8567	278	38	36	36	NUM
easat-8567	278	39	,	,	PUNCT
easat-8567	278	40	no	no	INTJ
easat-8567	278	41	.	.	NOUN
easat-8567	278	42	2	2	NUM
easat-8567	278	43	,	,	PUNCT
easat-8567	278	44	pp	pp	ADJ
easat-8567	278	45	.	.	PUNCT
easat-8567	279	1	358	358	NUM
easat-8567	279	2	-	-	SYM
easat-8567	279	3	367	367	NUM
easat-8567	279	4	,	,	PUNCT
easat-8567	279	5	2019	2019	NUM
easat-8567	279	6	.	.	PUNCT
easat-8567	280	1	https://doi.org/10.1016/j.giq.2018.10.001	https://doi.org/10.1016/j.giq.2018.10.001	NOUN
easat-8567	281	1	[	[	X
easat-8567	281	2	7	7	NUM
easat-8567	281	3	]	]	PUNCT
easat-8567	281	4	a.	a.	NOUN
easat-8567	281	5	khalid	khalid	PROPN
easat-8567	281	6	,	,	PUNCT
easat-8567	281	7	g.	g.	PROPN
easat-8567	281	8	mustafa	mustafa	PROPN
easat-8567	281	9	,	,	PUNCT
easat-8567	281	10	m.	m.	PROPN
easat-8567	281	11	r.	r.	PROPN
easat-8567	281	12	r.	r.	PROPN
easat-8567	281	13	rana	rana	PROPN
easat-8567	281	14	,	,	PUNCT
easat-8567	281	15	s.	s.	PROPN
easat-8567	281	16	m.	m.	PROPN
easat-8567	281	17	alshahrani	alshahrani	PROPN
easat-8567	281	18	,	,	PUNCT
easat-8567	281	19	and	and	CCONJ
easat-8567	281	20	m.	m.	NOUN
easat-8567	281	21	alymani	alymani	NOUN
easat-8567	281	22	,	,	PUNCT
easat-8567	281	23	"	"	PUNCT
easat-8567	281	24	rnn	rnn	NOUN
easat-8567	281	25	-	-	PUNCT
easat-8567	281	26	bilstm	bilstm	NOUN
easat-8567	281	27	-	-	PUNCT
easat-8567	281	28	crf	crf	NOUN
easat-8567	281	29	based	base	VERB
easat-8567	281	30	amalgamated	amalgamate	VERB
easat-8567	281	31	deep	deep	ADJ
easat-8567	281	32	learning	learning	NOUN
easat-8567	281	33	model	model	NOUN
easat-8567	281	34	for	for	ADP
easat-8567	281	35	electricity	electricity	NOUN
easat-8567	281	36	theft	theft	NOUN
easat-8567	281	37	detection	detection	NOUN
easat-8567	281	38	to	to	PART
easat-8567	281	39	secure	secure	VERB
easat-8567	281	40	smart	smart	ADJ
easat-8567	281	41	grids	grid	NOUN
easat-8567	281	42	,	,	PUNCT
easat-8567	281	43	"	"	PUNCT
easat-8567	281	44	peerj	peerj	NOUN
easat-8567	281	45	computer	computer	NOUN
easat-8567	281	46	science	science	NOUN
easat-8567	281	47	,	,	PUNCT
easat-8567	281	48	vol	vol	NOUN
easat-8567	281	49	.	.	PROPN
easat-8567	281	50	10	10	NUM
easat-8567	281	51	,	,	PUNCT
easat-8567	281	52	p.	p.	NOUN
easat-8567	281	53	e1872	e1872	PROPN
easat-8567	281	54	,	,	PUNCT
easat-8567	281	55	2024	2024	NUM
easat-8567	281	56	.	.	PUNCT
easat-8567	282	1	[	[	X
easat-8567	282	2	8	8	NUM
easat-8567	282	3	]	]	PUNCT
easat-8567	282	4	a.	a.	NOUN
easat-8567	282	5	t.	t.	PROPN
easat-8567	282	6	chatfield	chatfield	PROPN
easat-8567	282	7	and	and	CCONJ
easat-8567	282	8	c.	c.	PROPN
easat-8567	282	9	g.	g.	PROPN
easat-8567	282	10	reddick	reddick	PROPN
easat-8567	282	11	,	,	PUNCT
easat-8567	282	12	"	"	PUNCT
easat-8567	282	13	customer	customer	NOUN
easat-8567	282	14	agility	agility	NOUN
easat-8567	282	15	and	and	CCONJ
easat-8567	282	16	responsiveness	responsiveness	NOUN
easat-8567	282	17	through	through	ADP
easat-8567	282	18	big	big	ADJ
easat-8567	282	19	data	datum	NOUN
easat-8567	282	20	analytics	analytic	NOUN
easat-8567	282	21	for	for	ADP
easat-8567	282	22	public	public	ADJ
easat-8567	282	23	value	value	NOUN
easat-8567	282	24	creation	creation	NOUN
easat-8567	282	25	:	:	PUNCT
easat-8567	282	26	a	a	DET
easat-8567	282	27	case	case	NOUN
easat-8567	282	28	study	study	NOUN
easat-8567	282	29	of	of	ADP
easat-8567	282	30	houston	houston	PROPN
easat-8567	282	31	311	311	NUM
easat-8567	282	32	on	on	ADP
easat-8567	282	33	-	-	PUNCT
easat-8567	282	34	demand	demand	NOUN
easat-8567	282	35	services	service	NOUN
easat-8567	282	36	,	,	PUNCT
easat-8567	282	37	"	"	PUNCT
easat-8567	282	38	government	government	NOUN
easat-8567	282	39	information	information	NOUN
easat-8567	282	40	quarterly	quarterly	ADV
easat-8567	282	41	,	,	PUNCT
easat-8567	282	42	vol	vol	NOUN
easat-8567	282	43	.	.	PROPN
easat-8567	282	44	35	35	NUM
easat-8567	282	45	,	,	PUNCT
easat-8567	282	46	no	no	INTJ
easat-8567	282	47	.	.	NOUN
easat-8567	282	48	2	2	NUM
easat-8567	282	49	,	,	PUNCT
easat-8567	282	50	pp	pp	ADJ
easat-8567	282	51	.	.	PUNCT
easat-8567	282	52	336347	336347	NUM
easat-8567	282	53	,	,	PUNCT
easat-8567	282	54	2018	2018	NUM
easat-8567	282	55	.	.	PUNCT
easat-8567	283	1	[	[	X
easat-8567	283	2	9	9	NUM
easat-8567	283	3	]	]	PUNCT
easat-8567	283	4	s.	s.	PROPN
easat-8567	283	5	alsheibani	alsheibani	PROPN
easat-8567	283	6	,	,	PUNCT
easat-8567	283	7	y.	y.	PROPN
easat-8567	283	8	cheung	cheung	PROPN
easat-8567	283	9	,	,	PUNCT
easat-8567	283	10	and	and	CCONJ
easat-8567	283	11	c.	c.	PROPN
easat-8567	283	12	messom	messom	NOUN
easat-8567	283	13	,	,	PUNCT
easat-8567	283	14	"	"	PUNCT
easat-8567	283	15	re	re	VERB
easat-8567	283	16	-	-	NOUN
easat-8567	283	17	thinking	think	VERB
easat-8567	283	18	the	the	DET
easat-8567	283	19	competitive	competitive	ADJ
easat-8567	283	20	landscape	landscape	NOUN
easat-8567	283	21	of	of	ADP
easat-8567	283	22	artificial	artificial	ADJ
easat-8567	283	23	intelligence	intelligence	NOUN
easat-8567	283	24	,	,	PUNCT
easat-8567	283	25	"	"	PUNCT
easat-8567	283	26	in	in	ADP
easat-8567	283	27	proceedings	proceeding	NOUN
easat-8567	283	28	of	of	ADP
easat-8567	283	29	the	the	DET
easat-8567	283	30	53rd	53rd	ADJ
easat-8567	283	31	hawaii	hawaii	PROPN
easat-8567	283	32	international	international	ADJ
easat-8567	283	33	conference	conference	NOUN
easat-8567	283	34	on	on	ADP
easat-8567	283	35	system	system	NOUN
easat-8567	283	36	sciences	science	NOUN
easat-8567	283	37	(	(	PUNCT
easat-8567	283	38	hicss	hicss	ADJ
easat-8567	283	39	)	)	PUNCT
easat-8567	283	40	,	,	PUNCT
easat-8567	283	41	hawaii	hawaii	PROPN
easat-8567	283	42	,	,	PUNCT
easat-8567	283	43	2020	2020	NUM
easat-8567	283	44	.	.	PUNCT
easat-8567	284	1	[	[	X
easat-8567	284	2	10	10	NUM
easat-8567	284	3	]	]	X
easat-8567	284	4	i.	i.	NOUN
easat-8567	284	5	laitinen	laitinen	PROPN
easat-8567	284	6	,	,	PUNCT
easat-8567	284	7	t.	t.	PROPN
easat-8567	284	8	kinder	kind	ADJ
easat-8567	284	9	,	,	PUNCT
easat-8567	284	10	and	and	CCONJ
easat-8567	284	11	j.	j.	PROPN
easat-8567	284	12	stenvall	stenvall	PROPN
easat-8567	284	13	,	,	PUNCT
easat-8567	284	14	"	"	PUNCT
easat-8567	284	15	co	co	NOUN
easat-8567	284	16	-	-	NOUN
easat-8567	284	17	design	design	ADJ
easat-8567	284	18	and	and	CCONJ
easat-8567	284	19	action	action	NOUN
easat-8567	284	20	learning	learning	NOUN
easat-8567	284	21	in	in	ADP
easat-8567	284	22	local	local	ADJ
easat-8567	284	23	public	public	ADJ
easat-8567	284	24	services	service	NOUN
easat-8567	284	25	,	,	PUNCT
easat-8567	284	26	"	"	PUNCT
easat-8567	284	27	journal	journal	NOUN
easat-8567	284	28	of	of	ADP
easat-8567	284	29	adult	adult	NOUN
easat-8567	284	30	and	and	CCONJ
easat-8567	284	31	continuing	continue	VERB
easat-8567	284	32	education	education	NOUN
easat-8567	284	33	,	,	PUNCT
easat-8567	284	34	vol	vol	NOUN
easat-8567	284	35	.	.	PROPN
easat-8567	284	36	24	24	NUM
easat-8567	284	37	,	,	PUNCT
easat-8567	284	38	no	no	INTJ
easat-8567	284	39	.	.	NOUN
easat-8567	284	40	1	1	NUM
easat-8567	284	41	,	,	PUNCT
easat-8567	284	42	pp	pp	ADJ
easat-8567	284	43	.	.	PUNCT
easat-8567	285	1	58	58	NUM
easat-8567	285	2	-	-	SYM
easat-8567	285	3	80	80	NUM
easat-8567	285	4	,	,	PUNCT
easat-8567	285	5	2018	2018	NUM
easat-8567	285	6	.	.	PUNCT
easat-8567	286	1	https://doi.org/10.1177/1477971417725344	https://doi.org/10.1177/1477971417725344	NOUN
easat-8567	287	1	[	[	X
easat-8567	287	2	11	11	NUM
easat-8567	287	3	]	]	PUNCT
easat-8567	287	4	c.-t	c.-t	NOUN
easat-8567	287	5	.	.	PUNCT
easat-8567	288	1	chen	chen	PROPN
easat-8567	288	2	,	,	PUNCT
easat-8567	288	3	s.-c	s.-c	PROPN
easat-8567	288	4	.	.	PUNCT
easat-8567	289	1	chen	chen	PROPN
easat-8567	289	2	,	,	PUNCT
easat-8567	289	3	a.	a.	PROPN
easat-8567	289	4	khan	khan	PROPN
easat-8567	289	5	,	,	PUNCT
easat-8567	289	6	m.	m.	PROPN
easat-8567	289	7	k.	k.	PROPN
easat-8567	289	8	lim	lim	PROPN
easat-8567	289	9	,	,	PUNCT
easat-8567	289	10	and	and	CCONJ
easat-8567	289	11	m.-l	m.-l	PROPN
easat-8567	289	12	.	.	PUNCT
easat-8567	290	1	tseng	tseng	PROPN
easat-8567	290	2	,	,	PUNCT
easat-8567	290	3	"	"	PUNCT
easat-8567	290	4	antecedents	antecedent	NOUN
easat-8567	290	5	of	of	ADP
easat-8567	290	6	big	big	ADJ
easat-8567	290	7	data	datum	NOUN
easat-8567	290	8	analytics	analytic	NOUN
easat-8567	290	9	and	and	CCONJ
easat-8567	290	10	artificial	artificial	ADJ
easat-8567	290	11	intelligence	intelligence	NOUN
easat-8567	290	12	adoption	adoption	NOUN
easat-8567	290	13	on	on	ADP
easat-8567	290	14	operational	operational	ADJ
easat-8567	290	15	performance	performance	NOUN
easat-8567	290	16	:	:	PUNCT
easat-8567	290	17	the	the	DET
easat-8567	290	18	chatgpt	chatgpt	NOUN
easat-8567	290	19	platform	platform	NOUN
easat-8567	290	20	,	,	PUNCT
easat-8567	290	21	"	"	PUNCT
easat-8567	290	22	industrial	industrial	ADJ
easat-8567	290	23	management	management	NOUN
easat-8567	290	24	&	&	CCONJ
easat-8567	290	25	data	datum	NOUN
easat-8567	290	26	systems	system	NOUN
easat-8567	290	27	,	,	PUNCT
easat-8567	290	28	vol	vol	NOUN
easat-8567	290	29	.	.	PROPN
easat-8567	290	30	124	124	NUM
easat-8567	290	31	,	,	PUNCT
easat-8567	290	32	no	no	INTJ
easat-8567	290	33	.	.	NOUN
easat-8567	290	34	7	7	NUM
easat-8567	290	35	,	,	PUNCT
easat-8567	290	36	pp	pp	ADJ
easat-8567	290	37	.	.	PUNCT
easat-8567	291	1	2388	2388	NUM
easat-8567	291	2	-	-	SYM
easat-8567	291	3	2413	2413	NUM
easat-8567	291	4	,	,	PUNCT
easat-8567	291	5	2024	2024	NUM
easat-8567	291	6	.	.	PUNCT
easat-8567	292	1	[	[	X
easat-8567	292	2	12	12	NUM
easat-8567	292	3	]	]	PUNCT
easat-8567	292	4	a.	a.	NOUN
easat-8567	292	5	al	al	PROPN
easat-8567	292	6	hadwer	hadwer	PROPN
easat-8567	292	7	,	,	PUNCT
easat-8567	292	8	m.	m.	NOUN
easat-8567	292	9	tavana	tavana	PROPN
easat-8567	292	10	,	,	PUNCT
easat-8567	292	11	d.	d.	PROPN
easat-8567	292	12	gillis	gillis	PROPN
easat-8567	292	13	,	,	PUNCT
easat-8567	292	14	and	and	CCONJ
easat-8567	292	15	d.	d.	PROPN
easat-8567	292	16	rezania	rezania	PROPN
easat-8567	292	17	,	,	PUNCT
easat-8567	292	18	"	"	PUNCT
easat-8567	292	19	a	a	DET
easat-8567	292	20	systematic	systematic	ADJ
easat-8567	292	21	review	review	NOUN
easat-8567	292	22	of	of	ADP
easat-8567	292	23	organizational	organizational	ADJ
easat-8567	292	24	factors	factor	NOUN
easat-8567	292	25	impacting	impact	VERB
easat-8567	292	26	cloudbased	cloudbase	VERB
easat-8567	292	27	technology	technology	NOUN
easat-8567	292	28	adoption	adoption	NOUN
easat-8567	292	29	using	use	VERB
easat-8567	292	30	technology	technology	NOUN
easat-8567	292	31	-	-	PUNCT
easat-8567	292	32	organization	organization	NOUN
easat-8567	292	33	-	-	PUNCT
easat-8567	292	34	environment	environment	NOUN
easat-8567	292	35	framework	framework	NOUN
easat-8567	292	36	,	,	PUNCT
easat-8567	292	37	"	"	PUNCT
easat-8567	292	38	internet	internet	NOUN
easat-8567	292	39	of	of	ADP
easat-8567	292	40	things	thing	NOUN
easat-8567	292	41	,	,	PUNCT
easat-8567	292	42	vol	vol	NOUN
easat-8567	292	43	.	.	PROPN
easat-8567	292	44	15	15	NUM
easat-8567	292	45	,	,	PUNCT
easat-8567	292	46	p.	p.	NOUN
easat-8567	292	47	100407	100407	NUM
easat-8567	292	48	,	,	PUNCT
easat-8567	292	49	2021	2021	NUM
easat-8567	292	50	.	.	PUNCT
easat-8567	293	1	[	[	X
easat-8567	293	2	13	13	NUM
easat-8567	293	3	]	]	PUNCT
easat-8567	293	4	s.	s.	PROPN
easat-8567	293	5	badghish	badghish	PROPN
easat-8567	293	6	and	and	CCONJ
easat-8567	293	7	y.	y.	PROPN
easat-8567	293	8	a.	a.	PROPN
easat-8567	293	9	soomro	soomro	PROPN
easat-8567	293	10	,	,	PUNCT
easat-8567	293	11	"	"	PUNCT
easat-8567	293	12	artificial	artificial	ADJ
easat-8567	293	13	intelligence	intelligence	NOUN
easat-8567	293	14	adoption	adoption	NOUN
easat-8567	293	15	by	by	ADP
easat-8567	293	16	smes	sme	NOUN
easat-8567	293	17	to	to	PART
easat-8567	293	18	achieve	achieve	VERB
easat-8567	293	19	sustainable	sustainable	ADJ
easat-8567	293	20	business	business	NOUN
easat-8567	293	21	performance	performance	NOUN
easat-8567	293	22	:	:	PUNCT
easat-8567	293	23	application	application	NOUN
easat-8567	293	24	of	of	ADP
easat-8567	293	25	technology	technology	NOUN
easat-8567	293	26	–	–	PUNCT
easat-8567	293	27	organization	organization	NOUN
easat-8567	293	28	–	–	PUNCT
easat-8567	293	29	environment	environment	NOUN
easat-8567	293	30	framework	framework	NOUN
easat-8567	293	31	,	,	PUNCT
easat-8567	293	32	"	"	PUNCT
easat-8567	293	33	sustainability	sustainability	NOUN
easat-8567	293	34	,	,	PUNCT
easat-8567	293	35	vol	vol	NOUN
easat-8567	293	36	.	.	PROPN
easat-8567	293	37	16	16	NUM
easat-8567	293	38	,	,	PUNCT
easat-8567	293	39	no	no	INTJ
easat-8567	293	40	.	.	NOUN
easat-8567	293	41	5	5	NUM
easat-8567	293	42	,	,	PUNCT
easat-8567	293	43	p.	p.	NOUN
easat-8567	293	44	1864	1864	NUM
easat-8567	293	45	,	,	PUNCT
easat-8567	293	46	2024	2024	NUM
easat-8567	293	47	.	.	PUNCT
easat-8567	294	1	[	[	X
easat-8567	294	2	14	14	NUM
easat-8567	294	3	]	]	PUNCT
easat-8567	294	4	a.	a.	NOUN
easat-8567	294	5	k.	k.	PROPN
easat-8567	294	6	kar	kar	PROPN
easat-8567	294	7	and	and	CCONJ
easat-8567	294	8	a.	a.	PROPN
easat-8567	294	9	k.	k.	PROPN
easat-8567	294	10	kushwaha	kushwaha	PROPN
easat-8567	294	11	,	,	PUNCT
easat-8567	294	12	"	"	PUNCT
easat-8567	294	13	facilitators	facilitator	NOUN
easat-8567	294	14	and	and	CCONJ
easat-8567	294	15	barriers	barrier	NOUN
easat-8567	294	16	of	of	ADP
easat-8567	294	17	artificial	artificial	ADJ
easat-8567	294	18	intelligence	intelligence	NOUN
easat-8567	294	19	adoption	adoption	NOUN
easat-8567	294	20	in	in	ADP
easat-8567	294	21	business	business	NOUN
easat-8567	294	22	–	–	PUNCT
easat-8567	294	23	insights	insight	NOUN
easat-8567	294	24	from	from	ADP
easat-8567	294	25	opinions	opinion	NOUN
easat-8567	294	26	using	use	VERB
easat-8567	294	27	big	big	ADJ
easat-8567	294	28	data	datum	NOUN
easat-8567	294	29	analytics	analytic	NOUN
easat-8567	294	30	,	,	PUNCT
easat-8567	294	31	"	"	PUNCT
easat-8567	294	32	information	information	NOUN
easat-8567	294	33	systems	system	NOUN
easat-8567	294	34	frontiers	frontier	NOUN
easat-8567	294	35	,	,	PUNCT
easat-8567	294	36	vol	vol	NOUN
easat-8567	294	37	.	.	PROPN
easat-8567	295	1	25	25	NUM
easat-8567	295	2	,	,	PUNCT
easat-8567	295	3	no	no	INTJ
easat-8567	295	4	.	.	NOUN
easat-8567	295	5	4	4	NUM
easat-8567	295	6	,	,	PUNCT
easat-8567	295	7	pp	pp	ADJ
easat-8567	295	8	.	.	PUNCT
easat-8567	296	1	1351	1351	NUM
easat-8567	296	2	-	-	SYM
easat-8567	296	3	1374	1374	NUM
easat-8567	296	4	,	,	PUNCT
easat-8567	296	5	2023	2023	NUM
easat-8567	296	6	.	.	PUNCT
easat-8567	297	1	[	[	X
easat-8567	297	2	15	15	NUM
easat-8567	297	3	]	]	X
easat-8567	297	4	e.	e.	PROPN
easat-8567	297	5	a.	a.	PROPN
easat-8567	297	6	ghaleb	ghaleb	PROPN
easat-8567	297	7	,	,	PUNCT
easat-8567	297	8	p.	p.	PROPN
easat-8567	297	9	dominic	dominic	PROPN
easat-8567	297	10	,	,	PUNCT
easat-8567	297	11	s.	s.	PROPN
easat-8567	297	12	m.	m.	PROPN
easat-8567	297	13	fati	fati	PROPN
easat-8567	297	14	,	,	PUNCT
easat-8567	297	15	a.	a.	NOUN
easat-8567	297	16	muneer	muneer	NOUN
easat-8567	297	17	,	,	PUNCT
easat-8567	297	18	and	and	CCONJ
easat-8567	297	19	r.	r.	PROPN
easat-8567	297	20	f.	f.	PROPN
easat-8567	297	21	ali	ali	PROPN
easat-8567	297	22	,	,	PUNCT
easat-8567	297	23	"	"	PUNCT
easat-8567	297	24	the	the	DET
easat-8567	297	25	assessment	assessment	NOUN
easat-8567	297	26	of	of	ADP
easat-8567	297	27	big	big	ADJ
easat-8567	297	28	data	datum	NOUN
easat-8567	297	29	adoption	adoption	NOUN
easat-8567	297	30	readiness	readiness	NOUN
easat-8567	297	31	with	with	ADP
easat-8567	297	32	a	a	DET
easat-8567	297	33	technology	technology	NOUN
easat-8567	297	34	–	–	PUNCT
easat-8567	297	35	organization	organization	NOUN
easat-8567	297	36	–	–	PUNCT
easat-8567	297	37	environment	environment	NOUN
easat-8567	297	38	framework	framework	NOUN
easat-8567	297	39	:	:	PUNCT
easat-8567	297	40	a	a	DET
easat-8567	297	41	perspective	perspective	NOUN
easat-8567	297	42	towards	towards	ADP
easat-8567	297	43	healthcare	healthcare	NOUN
easat-8567	297	44	employees	employee	NOUN
easat-8567	297	45	,	,	PUNCT
easat-8567	297	46	"	"	PUNCT
easat-8567	297	47	sustainability	sustainability	NOUN
easat-8567	297	48	,	,	PUNCT
easat-8567	297	49	vol	vol	NOUN
easat-8567	297	50	.	.	PROPN
easat-8567	297	51	13	13	NUM
easat-8567	297	52	,	,	PUNCT
easat-8567	297	53	no	no	INTJ
easat-8567	297	54	.	.	NOUN
easat-8567	297	55	15	15	NUM
easat-8567	297	56	,	,	PUNCT
easat-8567	297	57	p.	p.	NOUN
easat-8567	297	58	8379	8379	NUM
easat-8567	297	59	,	,	PUNCT
easat-8567	297	60	2021	2021	NUM
easat-8567	297	61	.	.	PUNCT
easat-8567	298	1	[	[	X
easat-8567	298	2	16	16	NUM
easat-8567	298	3	]	]	X
easat-8567	298	4	o.	o.	PROPN
easat-8567	298	5	barakat	barakat	PROPN
easat-8567	298	6	and	and	CCONJ
easat-8567	298	7	n.	n.	PROPN
easat-8567	298	8	bouanba	bouanba	PROPN
easat-8567	298	9	,	,	PUNCT
easat-8567	298	10	"	"	PUNCT
easat-8567	298	11	the	the	DET
easat-8567	298	12	barriers	barrier	NOUN
easat-8567	298	13	to	to	PART
easat-8567	298	14	ai	ai	VERB
easat-8567	298	15	adoption	adoption	NOUN
easat-8567	298	16	in	in	ADP
easat-8567	298	17	supply	supply	NOUN
easat-8567	298	18	chains	chain	NOUN
easat-8567	298	19	:	:	PUNCT
easat-8567	298	20	case	case	NOUN
easat-8567	298	21	of	of	ADP
easat-8567	298	22	moroccan	moroccan	ADJ
easat-8567	298	23	companies	company	NOUN
easat-8567	298	24	,	,	PUNCT
easat-8567	298	25	"	"	PUNCT
easat-8567	298	26	presented	present	VERB
easat-8567	298	27	at	at	ADP
easat-8567	298	28	the	the	DET
easat-8567	298	29	international	international	ADJ
easat-8567	298	30	conference	conference	NOUN
easat-8567	298	31	on	on	ADP
easat-8567	298	32	logistics	logistic	NOUN
easat-8567	298	33	operations	operation	NOUN
easat-8567	298	34	management	management	NOUN
easat-8567	298	35	(	(	PUNCT
easat-8567	298	36	pp	pp	PROPN
easat-8567	298	37	.	.	PUNCT
easat-8567	299	1	67	67	NUM
easat-8567	299	2	-	-	SYM
easat-8567	299	3	76	76	NUM
easat-8567	299	4	)	)	PUNCT
easat-8567	299	5	.	.	PUNCT
easat-8567	300	1	cham	cham	PROPN
easat-8567	300	2	:	:	PUNCT
easat-8567	300	3	springer	springer	NOUN
easat-8567	300	4	nature	nature	PROPN
easat-8567	300	5	switzerland	switzerland	PROPN
easat-8567	300	6	,	,	PUNCT
easat-8567	300	7	2024	2024	NUM
easat-8567	300	8	.	.	PUNCT
easat-8567	301	1	[	[	X
easat-8567	301	2	17	17	NUM
easat-8567	301	3	]	]	X
easat-8567	301	4	y.	y.	PROPN
easat-8567	301	5	prakasa	prakasa	PROPN
easat-8567	301	6	and	and	CCONJ
easat-8567	301	7	n.	n.	PROPN
easat-8567	301	8	fauzan	fauzan	NOUN
easat-8567	301	9	,	,	PUNCT
easat-8567	301	10	"	"	PUNCT
easat-8567	301	11	understanding	understand	VERB
easat-8567	301	12	the	the	DET
easat-8567	301	13	technological	technological	ADJ
easat-8567	301	14	-	-	PUNCT
easat-8567	301	15	organizational	organizational	ADJ
easat-8567	301	16	-	-	PUNCT
easat-8567	301	17	environmental	environmental	ADJ
easat-8567	301	18	concepts	concept	NOUN
easat-8567	301	19	on	on	ADP
easat-8567	301	20	smes	sme	NOUN
easat-8567	301	21	'	'	PART
easat-8567	301	22	performance	performance	NOUN
easat-8567	301	23	in	in	ADP
easat-8567	301	24	emerging	emerge	VERB
easat-8567	301	25	market	market	NOUN
easat-8567	301	26	,	,	PUNCT
easat-8567	301	27	"	"	PUNCT
easat-8567	301	28	kne	kne	PROPN
easat-8567	301	29	social	social	PROPN
easat-8567	301	30	sciences	sciences	PROPN
easat-8567	301	31	,	,	PUNCT
easat-8567	301	32	pp	pp	ADV
easat-8567	301	33	.	.	PUNCT
easat-8567	302	1	43–66	43–66	NUM
easat-8567	302	2	,	,	PUNCT
easat-8567	302	3	2024	2024	NUM
easat-8567	302	4	.	.	PUNCT
easat-8567	303	1	[	[	X
easat-8567	303	2	18	18	NUM
easat-8567	303	3	]	]	X
easat-8567	303	4	a.	a.	NOUN
easat-8567	303	5	shakeel	shakeel	PROPN
easat-8567	303	6	and	and	CCONJ
easat-8567	303	7	d.	d.	PROPN
easat-8567	303	8	a.	a.	NOUN
easat-8567	303	9	siddiqui	siddiqui	PROPN
easat-8567	303	10	,	,	PUNCT
easat-8567	303	11	"	"	PUNCT
easat-8567	303	12	the	the	DET
easat-8567	303	13	effect	effect	NOUN
easat-8567	303	14	of	of	ADP
easat-8567	303	15	technological	technological	ADJ
easat-8567	303	16	,	,	PUNCT
easat-8567	303	17	organizational	organizational	ADJ
easat-8567	303	18	,	,	PUNCT
easat-8567	303	19	environmental	environmental	ADJ
easat-8567	303	20	,	,	PUNCT
easat-8567	303	21	and	and	CCONJ
easat-8567	303	22	task	task	NOUN
easat-8567	303	23	technology	technology	NOUN
easat-8567	303	24	fit	fit	ADJ
easat-8567	303	25	on	on	ADP
easat-8567	303	26	the	the	DET
easat-8567	303	27	adoption	adoption	NOUN
easat-8567	303	28	and	and	CCONJ
easat-8567	303	29	usage	usage	NOUN
easat-8567	303	30	of	of	ADP
easat-8567	303	31	artificial	artificial	ADJ
easat-8567	303	32	intelligence	intelligence	NOUN
easat-8567	303	33	(	(	PUNCT
easat-8567	303	34	ai	ai	NOUN
easat-8567	303	35	)	)	PUNCT
easat-8567	303	36	for	for	ADP
easat-8567	303	37	talent	talent	NOUN
easat-8567	303	38	acquisition	acquisition	NOUN
easat-8567	303	39	(	(	PUNCT
easat-8567	303	40	ta	ta	NOUN
easat-8567	303	41	):	):	PUNCT
easat-8567	303	42	evidence	evidence	NOUN
easat-8567	303	43	from	from	ADP
easat-8567	303	44	the	the	DET
easat-8567	303	45	pakistani	pakistani	ADJ
easat-8567	303	46	banking	banking	NOUN
easat-8567	303	47	sector	sector	NOUN
easat-8567	303	48	,	,	PUNCT
easat-8567	303	49	"	"	PUNCT
easat-8567	303	50	organizational	organizational	ADJ
easat-8567	303	51	,	,	PUNCT
easat-8567	303	52	environmental	environmental	ADJ
easat-8567	303	53	,	,	PUNCT
easat-8567	303	54	and	and	CCONJ
easat-8567	303	55	task	task	NOUN
easat-8567	303	56	technology	technology	NOUN
easat-8567	303	57	fit	fit	ADJ
easat-8567	303	58	on	on	ADP
easat-8567	303	59	the	the	DET
easat-8567	303	60	adoption	adoption	NOUN
easat-8567	303	61	and	and	CCONJ
easat-8567	303	62	usage	usage	NOUN
easat-8567	303	63	of	of	ADP
easat-8567	303	64	artificial	artificial	ADJ
easat-8567	303	65	intelligence	intelligence	NOUN
easat-8567	303	66	(	(	PUNCT
easat-8567	303	67	ai	ai	NOUN
easat-8567	303	68	)	)	PUNCT
easat-8567	303	69	for	for	ADP
easat-8567	303	70	talent	talent	NOUN
easat-8567	303	71	acquisition	acquisition	NOUN
easat-8567	303	72	(	(	PUNCT
easat-8567	303	73	ta	ta	NOUN
easat-8567	303	74	):	):	PUNCT
easat-8567	303	75	evidence	evidence	NOUN
easat-8567	303	76	from	from	ADP
easat-8567	303	77	the	the	DET
easat-8567	303	78	pakistani	pakistani	ADJ
easat-8567	303	79	banking	banking	NOUN
easat-8567	303	80	sector.(october	sector.(october	X
easat-8567	303	81	15	15	NUM
easat-8567	303	82	,	,	PUNCT
easat-8567	303	83	2021	2021	NUM
easat-8567	303	84	)	)	PUNCT
easat-8567	303	85	,	,	PUNCT
easat-8567	303	86	2021	2021	NUM
easat-8567	303	87	.	.	PUNCT
easat-8567	304	1	[	[	X
easat-8567	304	2	19	19	NUM
easat-8567	304	3	]	]	X
easat-8567	304	4	g.	g.	PROPN
easat-8567	304	5	shahzadi	shahzadi	PROPN
easat-8567	304	6	,	,	PUNCT
easat-8567	304	7	f.	f.	PROPN
easat-8567	304	8	jia	jia	PROPN
easat-8567	304	9	,	,	PUNCT
easat-8567	304	10	l.	l.	PROPN
easat-8567	304	11	chen	chen	PROPN
easat-8567	304	12	,	,	PUNCT
easat-8567	304	13	and	and	CCONJ
easat-8567	304	14	a.	a.	PROPN
easat-8567	304	15	john	john	PROPN
easat-8567	304	16	,	,	PUNCT
easat-8567	304	17	"	"	PUNCT
easat-8567	304	18	ai	ai	VERB
easat-8567	304	19	adoption	adoption	NOUN
easat-8567	304	20	in	in	ADP
easat-8567	304	21	supply	supply	NOUN
easat-8567	304	22	chain	chain	NOUN
easat-8567	304	23	management	management	NOUN
easat-8567	304	24	:	:	PUNCT
easat-8567	304	25	a	a	DET
easat-8567	304	26	systematic	systematic	ADJ
easat-8567	304	27	literature	literature	NOUN
easat-8567	304	28	review	review	NOUN
easat-8567	304	29	,	,	PUNCT
easat-8567	304	30	"	"	PUNCT
easat-8567	304	31	journal	journal	NOUN
easat-8567	304	32	of	of	ADP
easat-8567	304	33	manufacturing	manufacturing	NOUN
easat-8567	304	34	technology	technology	NOUN
easat-8567	304	35	management	management	NOUN
easat-8567	304	36	,	,	PUNCT
easat-8567	304	37	vol	vol	NOUN
easat-8567	304	38	.	.	PROPN
easat-8567	304	39	35	35	NUM
easat-8567	304	40	,	,	PUNCT
easat-8567	304	41	no	no	INTJ
easat-8567	304	42	.	.	NOUN
easat-8567	304	43	6	6	NUM
easat-8567	304	44	,	,	PUNCT
easat-8567	304	45	pp	pp	ADJ
easat-8567	304	46	.	.	PUNCT
easat-8567	305	1	1125	1125	NUM
easat-8567	305	2	-	-	SYM
easat-8567	305	3	1150	1150	NUM
easat-8567	305	4	,	,	PUNCT
easat-8567	305	5	2024	2024	NUM
easat-8567	305	6	.	.	PUNCT
easat-8567	306	1	[	[	X
easat-8567	306	2	20	20	NUM
easat-8567	306	3	]	]	X
easat-8567	306	4	g.	g.	PROPN
easat-8567	306	5	kabra	kabra	PROPN
easat-8567	306	6	and	and	CCONJ
easat-8567	306	7	d.	d.	PROPN
easat-8567	306	8	sangroya	sangroya	PROPN
easat-8567	306	9	,	,	PUNCT
easat-8567	306	10	"	"	PUNCT
easat-8567	306	11	relationship	relationship	NOUN
easat-8567	306	12	between	between	ADP
easat-8567	306	13	technological	technological	ADJ
easat-8567	306	14	,	,	PUNCT
easat-8567	306	15	organizational	organizational	ADJ
easat-8567	306	16	,	,	PUNCT
easat-8567	306	17	environmental	environmental	ADJ
easat-8567	306	18	factors	factor	NOUN
easat-8567	306	19	affecting	affect	VERB
easat-8567	306	20	design	design	NOUN
easat-8567	306	21	thinking	think	VERB
easat-8567	306	22	adoption	adoption	NOUN
easat-8567	306	23	in	in	ADP
easat-8567	306	24	organizations	organization	NOUN
easat-8567	306	25	,	,	PUNCT
easat-8567	306	26	"	"	PUNCT
easat-8567	306	27	in	in	ADP
easat-8567	306	28	aip	aip	PROPN
easat-8567	306	29	conference	conference	NOUN
easat-8567	306	30	proceedings	proceeding	NOUN
easat-8567	306	31	,	,	PUNCT
easat-8567	306	32	2024	2024	NUM
easat-8567	306	33	,	,	PUNCT
easat-8567	306	34	vol	vol	NOUN
easat-8567	306	35	.	.	NOUN
easat-8567	306	36	3220	3220	NUM
easat-8567	306	37	,	,	PUNCT
easat-8567	306	38	no	no	INTJ
easat-8567	306	39	.	.	NOUN
easat-8567	306	40	1	1	NUM
easat-8567	306	41	:	:	PUNCT
easat-8567	306	42	aip	aip	PROPN
easat-8567	306	43	publishing	publishing	NOUN
easat-8567	306	44	.	.	PUNCT
easat-8567	307	1	[	[	X
easat-8567	307	2	21	21	NUM
easat-8567	307	3	]	]	PUNCT
easat-8567	307	4	t.	t.	PROPN
easat-8567	307	5	h.	h.	PROPN
easat-8567	307	6	nguyen	nguyen	PROPN
easat-8567	307	7	,	,	PUNCT
easat-8567	307	8	x.	x.	PROPN
easat-8567	307	9	c.	c.	PROPN
easat-8567	307	10	le	le	PROPN
easat-8567	307	11	,	,	PUNCT
easat-8567	307	12	and	and	CCONJ
easat-8567	307	13	t.	t.	PROPN
easat-8567	307	14	h.	h.	PROPN
easat-8567	307	15	l.	l.	PROPN
easat-8567	307	16	vu	vu	PROPN
easat-8567	307	17	,	,	PUNCT
easat-8567	307	18	"	"	PUNCT
easat-8567	307	19	an	an	DET
easat-8567	307	20	extended	extended	ADJ
easat-8567	307	21	technology	technology	NOUN
easat-8567	307	22	-	-	PUNCT
easat-8567	307	23	organization	organization	NOUN
easat-8567	307	24	-	-	PUNCT
easat-8567	307	25	environment	environment	NOUN
easat-8567	307	26	(	(	PUNCT
easat-8567	307	27	toe	toe	NOUN
easat-8567	307	28	)	)	PUNCT
easat-8567	307	29	framework	framework	NOUN
easat-8567	307	30	for	for	ADP
easat-8567	307	31	online	online	ADJ
easat-8567	307	32	retailing	retailing	NOUN
easat-8567	307	33	utilization	utilization	NOUN
easat-8567	307	34	in	in	ADP
easat-8567	307	35	digital	digital	ADJ
easat-8567	307	36	transformation	transformation	NOUN
easat-8567	307	37	:	:	PUNCT
easat-8567	307	38	empirical	empirical	ADJ
easat-8567	307	39	evidence	evidence	NOUN
easat-8567	307	40	from	from	ADP
easat-8567	307	41	vietnam	vietnam	PROPN
easat-8567	307	42	,	,	PUNCT
easat-8567	307	43	"	"	PUNCT
easat-8567	307	44	journal	journal	NOUN
easat-8567	307	45	of	of	ADP
easat-8567	307	46	open	open	ADJ
easat-8567	307	47	innovation	innovation	NOUN
easat-8567	307	48	:	:	PUNCT
easat-8567	307	49	technology	technology	NOUN
easat-8567	307	50	,	,	PUNCT
easat-8567	307	51	market	market	NOUN
easat-8567	307	52	,	,	PUNCT
easat-8567	307	53	and	and	CCONJ
easat-8567	307	54	complexity	complexity	NOUN
easat-8567	307	55	,	,	PUNCT
easat-8567	307	56	vol	vol	NOUN
easat-8567	307	57	.	.	PROPN
easat-8567	307	58	8	8	NUM
easat-8567	307	59	,	,	PUNCT
easat-8567	307	60	no	no	INTJ
easat-8567	307	61	.	.	NOUN
easat-8567	307	62	4	4	NUM
easat-8567	307	63	,	,	PUNCT
easat-8567	307	64	p.	p.	NOUN
easat-8567	307	65	200	200	NUM
easat-8567	307	66	,	,	PUNCT
easat-8567	307	67	2022	2022	NUM
easat-8567	307	68	.	.	PUNCT
easat-8567	308	1	[	[	X
easat-8567	308	2	22	22	NUM
easat-8567	308	3	]	]	PUNCT
easat-8567	308	4	a.	a.	NOUN
easat-8567	308	5	nawaz	nawaz	NOUN
easat-8567	308	6	,	,	PUNCT
easat-8567	308	7	m.	m.	PROPN
easat-8567	308	8	r.	r.	PROPN
easat-8567	308	9	r.	r.	PROPN
easat-8567	308	10	rana	rana	PROPN
easat-8567	308	11	,	,	PUNCT
easat-8567	308	12	and	and	CCONJ
easat-8567	308	13	g.	g.	PROPN
easat-8567	308	14	mustafa	mustafa	PROPN
easat-8567	308	15	,	,	PUNCT
easat-8567	308	16	"	"	PUNCT
easat-8567	308	17	an	an	DET
easat-8567	308	18	optimized	optimize	VERB
easat-8567	308	19	solution	solution	NOUN
easat-8567	308	20	to	to	ADP
easat-8567	308	21	multi‐constraint	multi‐constraint	NOUN
easat-8567	308	22	vehicle	vehicle	NOUN
easat-8567	308	23	routing	routing	NOUN
easat-8567	308	24	problem	problem	NOUN
easat-8567	308	25	,	,	PUNCT
easat-8567	308	26	"	"	PUNCT
easat-8567	308	27	umt	umt	NOUN
easat-8567	308	28	artif	artif	NOUN
easat-8567	308	29	.	.	PUNCT
easat-8567	309	1	intell	intell	PROPN
easat-8567	309	2	.	.	PUNCT
easat-8567	310	1	rev	rev	PROPN
easat-8567	310	2	,	,	PUNCT
easat-8567	310	3	vol	vol	NOUN
easat-8567	310	4	.	.	PROPN
easat-8567	311	1	2	2	NUM
easat-8567	311	2	,	,	PUNCT
easat-8567	311	3	no	no	INTJ
easat-8567	311	4	.	.	NOUN
easat-8567	311	5	2	2	NUM
easat-8567	311	6	,	,	PUNCT
easat-8567	311	7	pp	pp	ADJ
easat-8567	311	8	.	.	PUNCT
easat-8567	312	1	65	65	NUM
easat-8567	312	2	-	-	SYM
easat-8567	312	3	81	81	NUM
easat-8567	312	4	,	,	PUNCT
easat-8567	312	5	2022	2022	NUM
easat-8567	312	6	.	.	PUNCT
easat-8567	313	1	[	[	X
easat-8567	313	2	23	23	NUM
easat-8567	313	3	]	]	PUNCT
easat-8567	313	4	s.	s.	PROPN
easat-8567	313	5	chen	chen	PROPN
easat-8567	313	6	,	,	PUNCT
easat-8567	313	7	q.	q.	PROPN
easat-8567	313	8	li	li	PROPN
easat-8567	313	9	,	,	PUNCT
easat-8567	313	10	b.	b.	PROPN
easat-8567	313	11	lei	lei	PROPN
easat-8567	313	12	,	,	PUNCT
easat-8567	313	13	and	and	CCONJ
easat-8567	313	14	n.	n.	PROPN
easat-8567	313	15	wang	wang	PROPN
easat-8567	313	16	,	,	PUNCT
easat-8567	313	17	"	"	PUNCT
easat-8567	313	18	configurational	configurational	ADJ
easat-8567	313	19	analysis	analysis	NOUN
easat-8567	313	20	of	of	ADP
easat-8567	313	21	the	the	DET
easat-8567	313	22	driving	drive	VERB
easat-8567	313	23	paths	path	NOUN
easat-8567	313	24	of	of	ADP
easat-8567	313	25	chinese	chinese	ADJ
easat-8567	313	26	digital	digital	ADJ
easat-8567	313	27	economy	economy	NOUN
easat-8567	313	28	based	base	VERB
easat-8567	313	29	on	on	ADP
easat-8567	313	30	the	the	DET
easat-8567	313	31	technology	technology	NOUN
easat-8567	313	32	–	–	PUNCT
easat-8567	313	33	organization	organization	NOUN
easat-8567	313	34	–	–	PUNCT
easat-8567	313	35	environment	environment	NOUN
easat-8567	313	36	framework	framework	NOUN
easat-8567	313	37	,	,	PUNCT
easat-8567	313	38	"	"	PUNCT
easat-8567	313	39	sage	sage	NOUN
easat-8567	313	40	open	open	ADJ
easat-8567	313	41	,	,	PUNCT
easat-8567	313	42	vol	vol	NOUN
easat-8567	313	43	.	.	PROPN
easat-8567	313	44	11	11	NUM
easat-8567	313	45	,	,	PUNCT
easat-8567	313	46	no	no	INTJ
easat-8567	313	47	.	.	NOUN
easat-8567	313	48	4	4	NUM
easat-8567	313	49	,	,	PUNCT
easat-8567	313	50	p.	p.	NOUN
easat-8567	313	51	21582440211054500	21582440211054500	NUM
easat-8567	313	52	,	,	PUNCT
easat-8567	313	53	2021	2021	NUM
easat-8567	313	54	.	.	PUNCT
easat-8567	314	1	https://doi.org/10.1111/puar.12979	https://doi.org/10.1111/puar.12979	PROPN
easat-8567	314	2	https://doi.org/10.1016/j.giq.2018.10.001	https://doi.org/10.1016/j.giq.2018.10.001	NOUN
easat-8567	314	3	https://doi.org/10.1177/1477971417725344	https://doi.org/10.1177/1477971417725344	NOUN
easat-8567	314	4	325	325	NUM
easat-8567	314	5	edelweiss	edelweiss	PROPN
easat-8567	314	6	applied	apply	VERB
easat-8567	314	7	science	science	NOUN
easat-8567	314	8	and	and	CCONJ
easat-8567	314	9	technology	technology	NOUN
easat-8567	314	10	issn	issn	PROPN
easat-8567	314	11	:	:	PUNCT
easat-8567	314	12	2576	2576	NUM
easat-8567	314	13	-	-	SYM
easat-8567	314	14	8484	8484	NUM
easat-8567	314	15	vol	vol	NOUN
easat-8567	314	16	.	.	PROPN
easat-8567	315	1	9	9	NUM
easat-8567	315	2	,	,	PUNCT
easat-8567	315	3	no	no	INTJ
easat-8567	315	4	.	.	NOUN
easat-8567	316	1	7	7	NUM
easat-8567	316	2	:	:	SYM
easat-8567	316	3	312	312	NUM
easat-8567	316	4	-	-	SYM
easat-8567	316	5	325	325	NUM
easat-8567	316	6	,	,	PUNCT
easat-8567	316	7	2025	2025	NUM
easat-8567	316	8	doi	doi	NOUN
easat-8567	316	9	:	:	PUNCT
easat-8567	316	10	10.55214/25768484.v9i7.8567	10.55214/25768484.v9i7.8567	NUM
easat-8567	316	11	©	©	PROPN
easat-8567	316	12	2025	2025	NUM
easat-8567	316	13	by	by	ADP
easat-8567	316	14	the	the	DET
easat-8567	316	15	author	author	NOUN
easat-8567	316	16	;	;	PUNCT
easat-8567	316	17	licensee	licensee	PROPN
easat-8567	316	18	learning	learning	NOUN
easat-8567	316	19	gate	gate	NOUN
easat-8567	317	1	[	[	X
easat-8567	317	2	24	24	NUM
easat-8567	317	3	]	]	PUNCT
easat-8567	317	4	j.	j.	PROPN
easat-8567	317	5	yang	yang	PROPN
easat-8567	317	6	,	,	PUNCT
easat-8567	317	7	y.	y.	PROPN
easat-8567	317	8	blount	blount	PROPN
easat-8567	317	9	,	,	PUNCT
easat-8567	317	10	and	and	CCONJ
easat-8567	317	11	a.	a.	PROPN
easat-8567	317	12	amrollahi	amrollahi	PROPN
easat-8567	317	13	,	,	PUNCT
easat-8567	317	14	"	"	PUNCT
easat-8567	317	15	artificial	artificial	ADJ
easat-8567	317	16	intelligence	intelligence	NOUN
easat-8567	317	17	adoption	adoption	NOUN
easat-8567	317	18	in	in	ADP
easat-8567	317	19	a	a	DET
easat-8567	317	20	professional	professional	ADJ
easat-8567	317	21	service	service	NOUN
easat-8567	317	22	industry	industry	NOUN
easat-8567	317	23	:	:	PUNCT
easat-8567	317	24	a	a	DET
easat-8567	317	25	multiple	multiple	ADJ
easat-8567	317	26	case	case	NOUN
easat-8567	317	27	study	study	NOUN
easat-8567	317	28	,	,	PUNCT
easat-8567	317	29	"	"	PUNCT
easat-8567	317	30	technological	technological	ADJ
easat-8567	317	31	forecasting	forecasting	NOUN
easat-8567	317	32	and	and	CCONJ
easat-8567	317	33	social	social	ADJ
easat-8567	317	34	change	change	NOUN
easat-8567	317	35	,	,	PUNCT
easat-8567	317	36	vol	vol	NOUN
easat-8567	317	37	.	.	PROPN
easat-8567	317	38	201	201	NUM
easat-8567	317	39	,	,	PUNCT
easat-8567	317	40	p.	p.	NOUN
easat-8567	317	41	123251	123251	NUM
easat-8567	317	42	,	,	PUNCT
easat-8567	317	43	2024	2024	NUM
easat-8567	317	44	.	.	PUNCT
easat-8567	318	1	[	[	X
easat-8567	318	2	25	25	NUM
easat-8567	318	3	]	]	PUNCT
easat-8567	318	4	j.	j.	PROPN
easat-8567	318	5	d.	d.	PROPN
easat-8567	318	6	cooper	cooper	PROPN
easat-8567	318	7	,	,	PUNCT
easat-8567	318	8	"	"	PUNCT
easat-8567	318	9	factors	factor	NOUN
easat-8567	318	10	affecting	affect	VERB
easat-8567	318	11	cloud	cloud	NOUN
easat-8567	318	12	computing	compute	VERB
easat-8567	318	13	adoption	adoption	NOUN
easat-8567	318	14	in	in	ADP
easat-8567	318	15	sierra	sierra	PROPN
easat-8567	318	16	leone	leone	PROPN
easat-8567	318	17	:	:	PUNCT
easat-8567	318	18	a	a	DET
easat-8567	318	19	quantitative	quantitative	ADJ
easat-8567	318	20	analysis	analysis	NOUN
easat-8567	318	21	based	base	VERB
easat-8567	318	22	on	on	ADP
easat-8567	318	23	technology	technology	NOUN
easat-8567	318	24	-	-	PUNCT
easat-8567	318	25	organization	organization	NOUN
easat-8567	318	26	-	-	PUNCT
easat-8567	318	27	environment	environment	NOUN
easat-8567	318	28	framework	framework	NOUN
easat-8567	318	29	(	(	PUNCT
easat-8567	318	30	toe	toe	NOUN
easat-8567	318	31	)	)	PUNCT
easat-8567	318	32	&	&	CCONJ
easat-8567	318	33	human	human	PROPN
easat-8567	318	34	-	-	PUNCT
easat-8567	318	35	organization	organization	NOUN
easat-8567	318	36	-	-	PUNCT
easat-8567	318	37	technology	technology	NOUN
easat-8567	318	38	fit	fit	ADJ
easat-8567	318	39	(	(	PUNCT
easat-8567	318	40	hot	hot	ADJ
easat-8567	318	41	-	-	PUNCT
easat-8567	318	42	fit	fit	NOUN
easat-8567	318	43	)	)	PUNCT
easat-8567	318	44	theory	theory	NOUN
easat-8567	318	45	,	,	PUNCT
easat-8567	318	46	"	"	PUNCT
easat-8567	318	47	doctoral	doctoral	ADJ
easat-8567	318	48	dissertation	dissertation	NOUN
easat-8567	318	49	,	,	PUNCT
easat-8567	318	50	trident	trident	NOUN
easat-8567	318	51	university	university	NOUN
easat-8567	318	52	international	international	NOUN
easat-8567	318	53	,	,	PUNCT
easat-8567	318	54	2022	2022	NUM
easat-8567	318	55	.	.	PUNCT
easat-8567	319	1	[	[	X
easat-8567	319	2	26	26	NUM
easat-8567	319	3	]	]	PUNCT
easat-8567	319	4	a.	a.	NOUN
easat-8567	319	5	a.	a.	PROPN
easat-8567	319	6	e.	e.	PROPN
easat-8567	319	7	trisnadewi	trisnadewi	PROPN
easat-8567	319	8	,	,	PUNCT
easat-8567	319	9	a.	a.	PROPN
easat-8567	319	10	s.	s.	PROPN
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easat-8567	319	12	,	,	PUNCT
easat-8567	319	13	a.	a.	PROPN
easat-8567	319	14	b.	b.	PROPN
easat-8567	319	15	amlayasa	amlayasa	PROPN
easat-8567	319	16	,	,	PUNCT
easat-8567	319	17	and	and	CCONJ
easat-8567	319	18	i.	i.	PROPN
easat-8567	319	19	g.	g.	PROPN
easat-8567	319	20	l.	l.	PROPN
easat-8567	319	21	putra	putra	PROPN
easat-8567	319	22	,	,	PUNCT
easat-8567	319	23	"	"	PUNCT
easat-8567	319	24	determinants	determinant	NOUN
easat-8567	319	25	of	of	ADP
easat-8567	319	26	big	big	ADJ
easat-8567	319	27	data	datum	NOUN
easat-8567	319	28	analytics	analytic	NOUN
easat-8567	319	29	adoption	adoption	NOUN
easat-8567	319	30	by	by	ADP
easat-8567	319	31	small	small	ADJ
easat-8567	319	32	and	and	CCONJ
easat-8567	319	33	medium	medium	NOUN
easat-8567	319	34	industries	industry	NOUN
easat-8567	319	35	(	(	PUNCT
easat-8567	319	36	smes	sme	NOUN
easat-8567	319	37	)	)	PUNCT
easat-8567	319	38	in	in	ADP
easat-8567	319	39	the	the	DET
easat-8567	319	40	perspective	perspective	NOUN
easat-8567	319	41	of	of	ADP
easat-8567	319	42	the	the	DET
easat-8567	319	43	technological	technological	ADJ
easat-8567	319	44	-	-	PUNCT
easat-8567	319	45	organizational	organizational	ADJ
easat-8567	319	46	-	-	PUNCT
easat-8567	319	47	environmental	environmental	ADJ
easat-8567	319	48	(	(	PUNCT
easat-8567	319	49	toe	toe	NOUN
easat-8567	319	50	)	)	PUNCT
easat-8567	319	51	model	model	NOUN
easat-8567	319	52	in	in	ADP
easat-8567	319	53	bali	bali	PROPN
easat-8567	319	54	,	,	PUNCT
easat-8567	319	55	"	"	PUNCT
easat-8567	319	56	international	international	ADJ
easat-8567	319	57	journal	journal	NOUN
easat-8567	319	58	of	of	ADP
easat-8567	319	59	science	science	NOUN
easat-8567	319	60	and	and	CCONJ
easat-8567	319	61	management	management	NOUN
easat-8567	319	62	studies	study	NOUN
easat-8567	319	63	,	,	PUNCT
easat-8567	319	64	vol	vol	NOUN
easat-8567	319	65	.	.	PROPN
easat-8567	319	66	7	7	NUM
easat-8567	319	67	,	,	PUNCT
easat-8567	319	68	no	no	INTJ
easat-8567	319	69	.	.	NOUN
easat-8567	319	70	5	5	NUM
easat-8567	319	71	,	,	PUNCT
easat-8567	319	72	pp	pp	ADJ
easat-8567	319	73	.	.	PUNCT
easat-8567	320	1	109	109	NUM
easat-8567	320	2	-	-	SYM
easat-8567	320	3	118	118	NUM
easat-8567	320	4	,	,	PUNCT
easat-8567	320	5	2024	2024	NUM
easat-8567	320	6	.	.	PUNCT
easat-8567	321	1	[	[	X
easat-8567	321	2	27	27	NUM
easat-8567	321	3	]	]	PUNCT
easat-8567	321	4	c.-j	c.-j	NOUN
easat-8567	321	5	.	.	PUNCT
easat-8567	322	1	fu	fu	PROPN
easat-8567	322	2	,	,	PUNCT
easat-8567	322	3	a.	a.	PROPN
easat-8567	322	4	d.	d.	PROPN
easat-8567	322	5	k.	k.	PROPN
easat-8567	322	6	silalahi	silalahi	PROPN
easat-8567	322	7	,	,	PUNCT
easat-8567	322	8	l.-w	l.-w	PROPN
easat-8567	322	9	.	.	PUNCT
easat-8567	323	1	yang	yang	PROPN
easat-8567	323	2	,	,	PUNCT
easat-8567	323	3	and	and	CCONJ
easat-8567	323	4	i.	i.	PROPN
easat-8567	323	5	j.	j.	PROPN
easat-8567	323	6	eunike	eunike	PROPN
easat-8567	323	7	,	,	PUNCT
easat-8567	323	8	"	"	PUNCT
easat-8567	323	9	advancing	advance	VERB
easat-8567	323	10	sme	sme	NOUN
easat-8567	323	11	performance	performance	NOUN
easat-8567	323	12	:	:	PUNCT
easat-8567	323	13	a	a	DET
easat-8567	323	14	novel	novel	ADJ
easat-8567	323	15	application	application	NOUN
easat-8567	323	16	of	of	ADP
easat-8567	323	17	the	the	DET
easat-8567	323	18	technological	technological	ADJ
easat-8567	323	19	-	-	PUNCT
easat-8567	323	20	organizational	organizational	ADJ
easat-8567	323	21	-	-	PUNCT
easat-8567	323	22	environment	environment	NOUN
easat-8567	323	23	framework	framework	NOUN
easat-8567	323	24	in	in	ADP
easat-8567	323	25	social	social	ADJ
easat-8567	323	26	media	medium	NOUN
easat-8567	323	27	marketing	marketing	NOUN
easat-8567	323	28	adoption	adoption	NOUN
easat-8567	323	29	,	,	PUNCT
easat-8567	323	30	"	"	PUNCT
easat-8567	323	31	cogent	cogent	NOUN
easat-8567	323	32	business	business	NOUN
easat-8567	323	33	&	&	CCONJ
easat-8567	323	34	management	management	PROPN
easat-8567	323	35	,	,	PUNCT
easat-8567	323	36	vol	vol	NOUN
easat-8567	323	37	.	.	PROPN
easat-8567	323	38	11	11	NUM
easat-8567	323	39	,	,	PUNCT
easat-8567	323	40	no	no	INTJ
easat-8567	323	41	.	.	NOUN
easat-8567	323	42	1	1	NUM
easat-8567	323	43	,	,	PUNCT
easat-8567	323	44	p.	p.	NOUN
easat-8567	323	45	2360509	2360509	NUM
easat-8567	323	46	,	,	PUNCT
easat-8567	323	47	2024	2024	NUM
easat-8567	323	48	.	.	PUNCT
easat-8567	324	1	[	[	X
easat-8567	324	2	28	28	NUM
easat-8567	324	3	]	]	X
easat-8567	324	4	s.	s.	PROPN
easat-8567	324	5	venkatraman	venkatraman	PROPN
easat-8567	324	6	and	and	CCONJ
easat-8567	324	7	r.	r.	PROPN
easat-8567	324	8	sundarraj	sundarraj	PROPN
easat-8567	324	9	,	,	PUNCT
easat-8567	324	10	"	"	PUNCT
easat-8567	324	11	assessing	assess	VERB
easat-8567	324	12	organizational	organizational	ADJ
easat-8567	324	13	health	health	NOUN
easat-8567	324	14	-	-	PUNCT
easat-8567	324	15	analytics	analytic	NOUN
easat-8567	324	16	readiness	readiness	NOUN
easat-8567	324	17	:	:	PUNCT
easat-8567	324	18	artifacts	artifact	NOUN
easat-8567	324	19	based	base	VERB
easat-8567	324	20	on	on	ADP
easat-8567	324	21	elaborated	elaborate	VERB
easat-8567	324	22	action	action	NOUN
easat-8567	324	23	design	design	NOUN
easat-8567	324	24	method	method	NOUN
easat-8567	324	25	,	,	PUNCT
easat-8567	324	26	"	"	PUNCT
easat-8567	324	27	journal	journal	NOUN
easat-8567	324	28	of	of	ADP
easat-8567	324	29	enterprise	enterprise	NOUN
easat-8567	324	30	information	information	NOUN
easat-8567	324	31	management	management	NOUN
easat-8567	324	32	,	,	PUNCT
easat-8567	324	33	vol	vol	NOUN
easat-8567	324	34	.	.	PROPN
easat-8567	325	1	36	36	NUM
easat-8567	325	2	,	,	PUNCT
easat-8567	325	3	no	no	INTJ
easat-8567	325	4	.	.	NOUN
easat-8567	325	5	1	1	NUM
easat-8567	325	6	,	,	PUNCT
easat-8567	325	7	pp	pp	ADJ
easat-8567	325	8	.	.	PUNCT
easat-8567	326	1	123	123	NUM
easat-8567	326	2	-	-	SYM
easat-8567	326	3	150	150	NUM
easat-8567	326	4	,	,	PUNCT
easat-8567	326	5	2023	2023	NUM
easat-8567	326	6	.	.	PUNCT
easat-8567	327	1	[	[	X
easat-8567	327	2	29	29	NUM
easat-8567	327	3	]	]	PUNCT
easat-8567	327	4	j.	j.	PROPN
easat-8567	327	5	kraaijenbrink	kraaijenbrink	PROPN
easat-8567	327	6	,	,	PUNCT
easat-8567	327	7	j.-c	j.-c	PROPN
easat-8567	327	8	.	.	PUNCT
easat-8567	328	1	spender	spender	NOUN
easat-8567	328	2	,	,	PUNCT
easat-8567	328	3	and	and	CCONJ
easat-8567	328	4	a.	a.	PROPN
easat-8567	328	5	j.	j.	PROPN
easat-8567	328	6	groen	groen	PROPN
easat-8567	328	7	,	,	PUNCT
easat-8567	328	8	"	"	PUNCT
easat-8567	328	9	the	the	DET
easat-8567	328	10	resource	resource	NOUN
easat-8567	328	11	-	-	PUNCT
easat-8567	328	12	based	base	VERB
easat-8567	328	13	view	view	NOUN
easat-8567	328	14	:	:	PUNCT
easat-8567	328	15	a	a	DET
easat-8567	328	16	review	review	NOUN
easat-8567	328	17	and	and	CCONJ
easat-8567	328	18	assessment	assessment	NOUN
easat-8567	328	19	of	of	ADP
easat-8567	328	20	its	its	PRON
easat-8567	328	21	critiques	critique	NOUN
easat-8567	328	22	,	,	PUNCT
easat-8567	328	23	"	"	PUNCT
easat-8567	328	24	journal	journal	NOUN
easat-8567	328	25	of	of	ADP
easat-8567	328	26	management	management	NOUN
easat-8567	328	27	,	,	PUNCT
easat-8567	328	28	vol	vol	NOUN
easat-8567	328	29	.	.	PROPN
easat-8567	329	1	36	36	NUM
easat-8567	329	2	,	,	PUNCT
easat-8567	329	3	no	no	INTJ
easat-8567	329	4	.	.	NOUN
easat-8567	329	5	1	1	NUM
easat-8567	329	6	,	,	PUNCT
easat-8567	329	7	pp	pp	ADJ
easat-8567	329	8	.	.	PUNCT
easat-8567	330	1	349	349	NUM
easat-8567	330	2	-	-	SYM
easat-8567	330	3	372	372	NUM
easat-8567	330	4	,	,	PUNCT
easat-8567	330	5	2010	2010	NUM
easat-8567	330	6	.	.	PUNCT
easat-8567	331	1	https://doi.org/10.1177/0149206309350775	https://doi.org/10.1177/0149206309350775	NOUN
easat-8567	332	1	[	[	X
easat-8567	332	2	30	30	NUM
easat-8567	332	3	]	]	PUNCT
easat-8567	332	4	t.	t.	PROPN
easat-8567	332	5	bakici	bakici	PROPN
easat-8567	332	6	,	,	PUNCT
easat-8567	332	7	a.	a.	NOUN
easat-8567	332	8	nemeh	nemeh	PROPN
easat-8567	332	9	,	,	PUNCT
easat-8567	332	10	and	and	CCONJ
easat-8567	332	11	ö.	ö.	VERB
easat-8567	332	12	hazir	hazir	PROPN
easat-8567	332	13	,	,	PUNCT
easat-8567	332	14	"	"	PUNCT
easat-8567	332	15	big	big	ADJ
easat-8567	332	16	data	datum	NOUN
easat-8567	332	17	adoption	adoption	NOUN
easat-8567	332	18	in	in	ADP
easat-8567	332	19	project	project	NOUN
easat-8567	332	20	management	management	NOUN
easat-8567	332	21	:	:	PUNCT
easat-8567	332	22	insights	insight	NOUN
easat-8567	332	23	from	from	ADP
easat-8567	332	24	french	french	ADJ
easat-8567	332	25	organizations	organization	NOUN
easat-8567	332	26	,	,	PUNCT
easat-8567	332	27	"	"	PUNCT
easat-8567	332	28	ieee	ieee	NOUN
easat-8567	332	29	transactions	transaction	NOUN
easat-8567	332	30	on	on	ADP
easat-8567	332	31	engineering	engineering	NOUN
easat-8567	332	32	management	management	NOUN
easat-8567	332	33	,	,	PUNCT
easat-8567	332	34	vol	vol	NOUN
easat-8567	332	35	.	.	PROPN
easat-8567	332	36	70	70	NUM
easat-8567	332	37	,	,	PUNCT
easat-8567	332	38	no	no	INTJ
easat-8567	332	39	.	.	NOUN
easat-8567	332	40	10	10	NUM
easat-8567	332	41	,	,	PUNCT
easat-8567	332	42	pp	pp	ADJ
easat-8567	332	43	.	.	PUNCT
easat-8567	333	1	3358	3358	NUM
easat-8567	333	2	-	-	SYM
easat-8567	333	3	3372	3372	NUM
easat-8567	333	4	,	,	PUNCT
easat-8567	333	5	2021	2021	NUM
easat-8567	333	6	.	.	PUNCT
easat-8567	334	1	[	[	X
easat-8567	334	2	31	31	NUM
easat-8567	334	3	]	]	X
easat-8567	334	4	g.	g.	PROPN
easat-8567	334	5	tiwari	tiwari	PROPN
easat-8567	334	6	,	,	PUNCT
easat-8567	334	7	r.	r.	PROPN
easat-8567	334	8	r.	r.	PROPN
easat-8567	334	9	kumar	kumar	PROPN
easat-8567	334	10	,	,	PUNCT
easat-8567	334	11	a.	a.	NOUN
easat-8567	334	12	raj	raj	PROPN
easat-8567	334	13	,	,	PUNCT
easat-8567	334	14	and	and	CCONJ
easat-8567	334	15	c.	c.	PROPN
easat-8567	334	16	r.	r.	PROPN
easat-8567	334	17	foropon	foropon	ADV
easat-8567	334	18	,	,	PUNCT
easat-8567	334	19	"	"	PUNCT
easat-8567	334	20	antecedents	antecedent	NOUN
easat-8567	334	21	and	and	CCONJ
easat-8567	334	22	consequents	consequent	NOUN
easat-8567	334	23	of	of	ADP
easat-8567	334	24	circular	circular	ADJ
easat-8567	334	25	economy	economy	NOUN
easat-8567	334	26	adoption	adoption	NOUN
easat-8567	334	27	:	:	PUNCT
easat-8567	334	28	a	a	DET
easat-8567	334	29	meta	meta	ADJ
easat-8567	334	30	-	-	PUNCT
easat-8567	334	31	analytic	analytic	ADJ
easat-8567	334	32	investigation	investigation	NOUN
easat-8567	334	33	,	,	PUNCT
easat-8567	334	34	"	"	PUNCT
easat-8567	334	35	journal	journal	NOUN
easat-8567	334	36	of	of	ADP
easat-8567	334	37	environmental	environmental	ADJ
easat-8567	334	38	management	management	NOUN
easat-8567	334	39	,	,	PUNCT
easat-8567	334	40	vol	vol	NOUN
easat-8567	334	41	.	.	PROPN
easat-8567	334	42	367	367	NUM
easat-8567	334	43	,	,	PUNCT
easat-8567	334	44	p.	p.	NOUN
easat-8567	334	45	121912	121912	NUM
easat-8567	334	46	,	,	PUNCT
easat-8567	334	47	2024	2024	NUM
easat-8567	334	48	.	.	PUNCT
easat-8567	335	1	https://doi.org/10.1177/0149206309350775	https://doi.org/10.1177/0149206309350775	NOUN