id	sid	tid	token	lemma	pos
easat-9497	1	1	edelweiss	edelweiss	PROPN
easat-9497	1	2	applied	apply	VERB
easat-9497	1	3	science	science	NOUN
easat-9497	1	4	and	and	CCONJ
easat-9497	1	5	technology	technology	NOUN
easat-9497	1	6	issn	issn	PROPN
easat-9497	1	7	:	:	PUNCT
easat-9497	1	8	2576	2576	NUM
easat-9497	1	9	-	-	SYM
easat-9497	1	10	8484	8484	NUM
easat-9497	1	11	vol	vol	NOUN
easat-9497	1	12	.	.	PROPN
easat-9497	2	1	9	9	NUM
easat-9497	2	2	,	,	PUNCT
easat-9497	2	3	no	no	INTJ
easat-9497	2	4	.	.	NOUN
easat-9497	2	5	8	8	NUM
easat-9497	2	6	,	,	PUNCT
easat-9497	2	7	940	940	NUM
easat-9497	2	8	-	-	SYM
easat-9497	2	9	950	950	NUM
easat-9497	2	10	2025	2025	NUM
easat-9497	2	11	publisher	publisher	NOUN
easat-9497	2	12	:	:	PUNCT
easat-9497	2	13	learning	learn	VERB
easat-9497	2	14	gate	gate	NOUN
easat-9497	2	15	doi	doi	PROPN
easat-9497	2	16	:	:	PUNCT
easat-9497	2	17	10.55214/2576	10.55214/2576	NUM
easat-9497	2	18	-	-	PUNCT
easat-9497	2	19	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	2	20	©	©	ADP
easat-9497	2	21	2025	2025	NUM
easat-9497	2	22	by	by	ADP
easat-9497	2	23	the	the	DET
easat-9497	2	24	authors	author	NOUN
easat-9497	2	25	;	;	PUNCT
easat-9497	2	26	licensee	licensee	PROPN
easat-9497	2	27	learning	learning	NOUN
easat-9497	2	28	gate	gate	NOUN
easat-9497	3	1	©	©	PROPN
easat-9497	3	2	2025	2025	NUM
easat-9497	3	3	by	by	ADP
easat-9497	3	4	the	the	DET
easat-9497	3	5	authors	author	NOUN
easat-9497	3	6	;	;	PUNCT
easat-9497	3	7	licensee	licensee	PROPN
easat-9497	3	8	learning	learning	NOUN
easat-9497	3	9	gate	gate	NOUN
easat-9497	3	10	history	history	NOUN
easat-9497	3	11	:	:	PUNCT
easat-9497	3	12	received	receive	VERB
easat-9497	3	13	:	:	PUNCT
easat-9497	3	14	16	16	NUM
easat-9497	3	15	june	june	PROPN
easat-9497	3	16	2025	2025	NUM
easat-9497	3	17	;	;	PUNCT
easat-9497	3	18	revised	revise	VERB
easat-9497	3	19	:	:	PUNCT
easat-9497	3	20	14	14	NUM
easat-9497	3	21	june	june	PROPN
easat-9497	3	22	2025	2025	NUM
easat-9497	3	23	;	;	PUNCT
easat-9497	3	24	accepted	accept	VERB
easat-9497	3	25	:	:	PUNCT
easat-9497	3	26	18	18	NUM
easat-9497	3	27	june	june	PROPN
easat-9497	3	28	2025	2025	NUM
easat-9497	3	29	;	;	PUNCT
easat-9497	3	30	published	publish	VERB
easat-9497	3	31	:	:	PUNCT
easat-9497	3	32	16	16	NUM
easat-9497	3	33	august	august	PROPN
easat-9497	3	34	2025	2025	NUM
easat-9497	3	35	*	*	PUNCT
easat-9497	3	36	correspondence	correspondence	NOUN
easat-9497	3	37	:	:	PUNCT
easat-9497	3	38	s.alanizan@outlook.com	s.alanizan@outlook.com	X
easat-9497	3	39	the	the	DET
easat-9497	3	40	role	role	NOUN
easat-9497	3	41	of	of	ADP
easat-9497	3	42	business	business	NOUN
easat-9497	3	43	analysis	analysis	NOUN
easat-9497	3	44	,	,	PUNCT
easat-9497	3	45	ai	ai	VERB
easat-9497	3	46	-	-	PUNCT
easat-9497	3	47	enabled	enable	VERB
easat-9497	3	48	insights	insight	NOUN
easat-9497	3	49	,	,	PUNCT
easat-9497	3	50	and	and	CCONJ
easat-9497	3	51	data	datum	NOUN
easat-9497	3	52	analytics	analytic	NOUN
easat-9497	3	53	in	in	ADP
easat-9497	3	54	enhancing	enhance	VERB
easat-9497	3	55	the	the	DET
easat-9497	3	56	efficiency	efficiency	NOUN
easat-9497	3	57	of	of	ADP
easat-9497	3	58	digital	digital	ADJ
easat-9497	3	59	transformation	transformation	NOUN
easat-9497	3	60	in	in	ADP
easat-9497	3	61	saudi	saudi	ADJ
easat-9497	3	62	arabian	arabian	ADJ
easat-9497	3	63	organisations	organisation	NOUN
easat-9497	3	64	anwar	anwar	PROPN
easat-9497	3	65	hawsawi1	hawsawi1	PROPN
easat-9497	3	66	,	,	PUNCT
easat-9497	3	67	salem	salem	PROPN
easat-9497	3	68	alanizan2	alanizan2	PROPN
easat-9497	4	1	*	*	PROPN
easat-9497	5	1	1,2college	1,2college	PROPN
easat-9497	5	2	of	of	ADP
easat-9497	5	3	administration	administration	NOUN
easat-9497	5	4	and	and	CCONJ
easat-9497	5	5	finance	finance	NOUN
easat-9497	5	6	,	,	PUNCT
easat-9497	5	7	business	business	NOUN
easat-9497	5	8	administration	administration	PROPN
easat-9497	5	9	department	department	PROPN
easat-9497	5	10	,	,	PUNCT
easat-9497	5	11	saudi	saudi	ADJ
easat-9497	5	12	electronic	electronic	ADJ
easat-9497	5	13	university	university	NOUN
easat-9497	5	14	,	,	PUNCT
easat-9497	5	15	saudi	saudi	PROPN
easat-9497	5	16	arabia	arabia	PROPN
easat-9497	5	17	.	.	PUNCT
easat-9497	6	1	s.alanizan@outlook.com	s.alanizan@outlook.com	PROPN
easat-9497	6	2	(	(	PUNCT
easat-9497	6	3	s.a	s.a	PROPN
easat-9497	6	4	.	.	PROPN
easat-9497	6	5	)	)	PUNCT
easat-9497	7	1	abstract	abstract	NOUN
easat-9497	7	2	:	:	PUNCT
easat-9497	7	3	the	the	DET
easat-9497	7	4	current	current	ADJ
easat-9497	7	5	research	research	NOUN
easat-9497	7	6	examines	examine	VERB
easat-9497	7	7	the	the	DET
easat-9497	7	8	pivotal	pivotal	ADJ
easat-9497	7	9	role	role	NOUN
easat-9497	7	10	of	of	ADP
easat-9497	7	11	business	business	NOUN
easat-9497	7	12	analysis	analysis	NOUN
easat-9497	7	13	,	,	PUNCT
easat-9497	7	14	ai	ai	NOUN
easat-9497	7	15	-	-	PUNCT
easat-9497	7	16	powered	power	VERB
easat-9497	7	17	insights	insight	NOUN
easat-9497	7	18	,	,	PUNCT
easat-9497	7	19	and	and	CCONJ
easat-9497	7	20	data	datum	NOUN
easat-9497	7	21	analytics	analytic	NOUN
easat-9497	7	22	in	in	ADP
easat-9497	7	23	enhancing	enhance	VERB
easat-9497	7	24	the	the	DET
easat-9497	7	25	effectiveness	effectiveness	NOUN
easat-9497	7	26	of	of	ADP
easat-9497	7	27	digital	digital	ADJ
easat-9497	7	28	transformation	transformation	NOUN
easat-9497	7	29	initiatives	initiative	NOUN
easat-9497	7	30	within	within	ADP
easat-9497	7	31	saudi	saudi	ADJ
easat-9497	7	32	arabian	arabian	ADJ
easat-9497	7	33	organizations	organization	NOUN
easat-9497	7	34	.	.	PUNCT
easat-9497	8	1	the	the	DET
easat-9497	8	2	study	study	NOUN
easat-9497	8	3	provides	provide	VERB
easat-9497	8	4	context	context	NOUN
easat-9497	8	5	-	-	PUNCT
easat-9497	8	6	specific	specific	ADJ
easat-9497	8	7	information	information	NOUN
easat-9497	8	8	that	that	PRON
easat-9497	8	9	is	be	AUX
easat-9497	8	10	highly	highly	ADV
easat-9497	8	11	valuable	valuable	ADJ
easat-9497	8	12	to	to	ADP
easat-9497	8	13	practitioners	practitioner	NOUN
easat-9497	8	14	and	and	CCONJ
easat-9497	8	15	policymakers	policymaker	NOUN
easat-9497	8	16	,	,	PUNCT
easat-9497	8	17	as	as	SCONJ
easat-9497	8	18	it	it	PRON
easat-9497	8	19	empirically	empirically	ADV
easat-9497	8	20	substantiates	substantiate	VERB
easat-9497	8	21	the	the	DET
easat-9497	8	22	complex	complex	ADJ
easat-9497	8	23	interactions	interaction	NOUN
easat-9497	8	24	among	among	ADP
easat-9497	8	25	these	these	DET
easat-9497	8	26	factors	factor	NOUN
easat-9497	8	27	.	.	PUNCT
easat-9497	9	1	the	the	DET
easat-9497	9	2	findings	finding	NOUN
easat-9497	9	3	highlight	highlight	VERB
easat-9497	9	4	practical	practical	ADJ
easat-9497	9	5	initiatives	initiative	NOUN
easat-9497	9	6	that	that	PRON
easat-9497	9	7	organizations	organization	NOUN
easat-9497	9	8	aiming	aim	VERB
easat-9497	9	9	to	to	PART
easat-9497	9	10	achieve	achieve	VERB
easat-9497	9	11	successful	successful	ADJ
easat-9497	9	12	outcomes	outcome	NOUN
easat-9497	9	13	from	from	ADP
easat-9497	9	14	their	their	PRON
easat-9497	9	15	digital	digital	ADJ
easat-9497	9	16	investments	investment	NOUN
easat-9497	9	17	and	and	CCONJ
easat-9497	9	18	attain	attain	VERB
easat-9497	9	19	a	a	DET
easat-9497	9	20	long	long	ADJ
easat-9497	9	21	-	-	PUNCT
easat-9497	9	22	term	term	NOUN
easat-9497	9	23	competitive	competitive	ADJ
easat-9497	9	24	advantage	advantage	NOUN
easat-9497	9	25	can	can	AUX
easat-9497	9	26	implement	implement	VERB
easat-9497	9	27	.	.	PUNCT
easat-9497	10	1	although	although	SCONJ
easat-9497	10	2	the	the	DET
easat-9497	10	3	cross	cross	ADJ
easat-9497	10	4	-	-	ADJ
easat-9497	10	5	sectional	sectional	ADJ
easat-9497	10	6	design	design	NOUN
easat-9497	10	7	used	use	VERB
easat-9497	10	8	in	in	ADP
easat-9497	10	9	the	the	DET
easat-9497	10	10	quantitative	quantitative	ADJ
easat-9497	10	11	analysis	analysis	NOUN
easat-9497	10	12	offers	offer	VERB
easat-9497	10	13	valuable	valuable	ADJ
easat-9497	10	14	insights	insight	NOUN
easat-9497	10	15	,	,	PUNCT
easat-9497	10	16	it	it	PRON
easat-9497	10	17	limits	limit	VERB
easat-9497	10	18	the	the	DET
easat-9497	10	19	ability	ability	NOUN
easat-9497	10	20	to	to	PART
easat-9497	10	21	draw	draw	VERB
easat-9497	10	22	definitive	definitive	ADJ
easat-9497	10	23	causal	causal	ADJ
easat-9497	10	24	inferences	inference	NOUN
easat-9497	10	25	.	.	PUNCT
easat-9497	11	1	the	the	DET
easat-9497	11	2	results	result	NOUN
easat-9497	11	3	clearly	clearly	ADV
easat-9497	11	4	demonstrate	demonstrate	VERB
easat-9497	11	5	that	that	SCONJ
easat-9497	11	6	business	business	NOUN
easat-9497	11	7	analysis	analysis	NOUN
easat-9497	11	8	,	,	PUNCT
easat-9497	11	9	ai	ai	VERB
easat-9497	11	10	-	-	PUNCT
easat-9497	11	11	enabled	enable	VERB
easat-9497	11	12	insights	insight	NOUN
easat-9497	11	13	,	,	PUNCT
easat-9497	11	14	and	and	CCONJ
easat-9497	11	15	data	datum	NOUN
easat-9497	11	16	analytics	analytic	NOUN
easat-9497	11	17	,	,	PUNCT
easat-9497	11	18	individually	individually	ADV
easat-9497	11	19	,	,	PUNCT
easat-9497	11	20	have	have	VERB
easat-9497	11	21	a	a	DET
easat-9497	11	22	strong	strong	ADJ
easat-9497	11	23	and	and	CCONJ
easat-9497	11	24	positive	positive	ADJ
easat-9497	11	25	impact	impact	NOUN
easat-9497	11	26	on	on	ADP
easat-9497	11	27	the	the	DET
easat-9497	11	28	successful	successful	ADJ
easat-9497	11	29	delivery	delivery	NOUN
easat-9497	11	30	of	of	ADP
easat-9497	11	31	digital	digital	ADJ
easat-9497	11	32	transformation	transformation	NOUN
easat-9497	11	33	.	.	PUNCT
easat-9497	12	1	future	future	ADJ
easat-9497	12	2	academic	academic	ADJ
easat-9497	12	3	research	research	NOUN
easat-9497	12	4	should	should	AUX
easat-9497	12	5	consider	consider	VERB
easat-9497	12	6	incorporating	incorporate	VERB
easat-9497	12	7	longitudinal	longitudinal	ADJ
easat-9497	12	8	designs	design	NOUN
easat-9497	12	9	to	to	PART
easat-9497	12	10	capture	capture	VERB
easat-9497	12	11	the	the	DET
easat-9497	12	12	evolving	evolve	VERB
easat-9497	12	13	dynamics	dynamic	NOUN
easat-9497	12	14	of	of	ADP
easat-9497	12	15	these	these	DET
easat-9497	12	16	relationships	relationship	NOUN
easat-9497	12	17	over	over	ADP
easat-9497	12	18	time	time	NOUN
easat-9497	12	19	.	.	PUNCT
easat-9497	13	1	additionally	additionally	ADV
easat-9497	13	2	,	,	PUNCT
easat-9497	13	3	expanding	expand	VERB
easat-9497	13	4	the	the	DET
easat-9497	13	5	scope	scope	NOUN
easat-9497	13	6	of	of	ADP
easat-9497	13	7	investigation	investigation	NOUN
easat-9497	13	8	to	to	PART
easat-9497	13	9	include	include	VERB
easat-9497	13	10	a	a	DET
easat-9497	13	11	broader	broad	ADJ
easat-9497	13	12	range	range	NOUN
easat-9497	13	13	of	of	ADP
easat-9497	13	14	nations	nation	NOUN
easat-9497	13	15	and	and	CCONJ
easat-9497	13	16	industries	industry	NOUN
easat-9497	13	17	,	,	PUNCT
easat-9497	13	18	as	as	ADV
easat-9497	13	19	well	well	ADV
easat-9497	13	20	as	as	ADP
easat-9497	13	21	emerging	emerge	VERB
easat-9497	13	22	technologies	technology	NOUN
easat-9497	13	23	such	such	ADJ
easat-9497	13	24	as	as	ADP
easat-9497	13	25	blockchain	blockchain	PROPN
easat-9497	13	26	and	and	CCONJ
easat-9497	13	27	generative	generative	ADJ
easat-9497	13	28	ai	ai	PROPN
easat-9497	13	29	,	,	PUNCT
easat-9497	13	30	would	would	AUX
easat-9497	13	31	significantly	significantly	ADV
easat-9497	13	32	deepen	deepen	VERB
easat-9497	13	33	the	the	DET
easat-9497	13	34	understanding	understanding	NOUN
easat-9497	13	35	of	of	ADP
easat-9497	13	36	enablers	enabler	NOUN
easat-9497	13	37	of	of	ADP
easat-9497	13	38	digital	digital	ADJ
easat-9497	13	39	transformation	transformation	NOUN
easat-9497	13	40	.	.	PUNCT
easat-9497	14	1	keywords	keyword	NOUN
easat-9497	14	2	:	:	PUNCT
easat-9497	14	3	ai	ai	AUX
easat-9497	14	4	-	-	PUNCT
easat-9497	14	5	enabled	enable	VERB
easat-9497	14	6	insights	insight	NOUN
easat-9497	14	7	,	,	PUNCT
easat-9497	14	8	business	business	NOUN
easat-9497	14	9	analysis	analysis	NOUN
easat-9497	14	10	,	,	PUNCT
easat-9497	14	11	data	datum	NOUN
easat-9497	14	12	analytics	analytic	NOUN
easat-9497	14	13	,	,	PUNCT
easat-9497	14	14	digital	digital	ADJ
easat-9497	14	15	transformation	transformation	NOUN
easat-9497	14	16	.	.	PUNCT
easat-9497	15	1	1	1	X
easat-9497	15	2	.	.	X
easat-9497	15	3	introduction	introduction	NOUN
easat-9497	15	4	digital	digital	ADJ
easat-9497	15	5	transformation	transformation	NOUN
easat-9497	15	6	has	have	AUX
easat-9497	15	7	become	become	VERB
easat-9497	15	8	one	one	NUM
easat-9497	15	9	of	of	ADP
easat-9497	15	10	the	the	DET
easat-9497	15	11	fundamental	fundamental	ADJ
easat-9497	15	12	blocks	block	NOUN
easat-9497	15	13	of	of	ADP
easat-9497	15	14	the	the	DET
easat-9497	15	15	modern	modern	ADJ
easat-9497	15	16	corporate	corporate	ADJ
easat-9497	15	17	strategy	strategy	NOUN
easat-9497	15	18	,	,	PUNCT
easat-9497	15	19	necessary	necessary	ADJ
easat-9497	15	20	to	to	PART
easat-9497	15	21	adjust	adjust	VERB
easat-9497	15	22	to	to	ADP
easat-9497	15	23	the	the	DET
easat-9497	15	24	changes	change	NOUN
easat-9497	15	25	in	in	ADP
easat-9497	15	26	technologies	technology	NOUN
easat-9497	15	27	and	and	CCONJ
easat-9497	15	28	remain	remain	VERB
easat-9497	15	29	competitive	competitive	ADJ
easat-9497	15	30	in	in	ADP
easat-9497	15	31	the	the	DET
easat-9497	15	32	conditions	condition	NOUN
easat-9497	15	33	of	of	ADP
easat-9497	15	34	the	the	DET
easat-9497	15	35	digital	digital	ADJ
easat-9497	15	36	economy	economy	NOUN
easat-9497	15	37	.	.	PUNCT
easat-9497	16	1	organisations	organisation	NOUN
easat-9497	16	2	around	around	ADP
easat-9497	16	3	the	the	DET
easat-9497	16	4	world	world	NOUN
easat-9497	16	5	are	be	AUX
easat-9497	16	6	beginning	begin	VERB
easat-9497	16	7	to	to	PART
easat-9497	16	8	utilise	utilise	VERB
easat-9497	16	9	artificial	artificial	ADJ
easat-9497	16	10	intelligence	intelligence	NOUN
easat-9497	16	11	(	(	PUNCT
easat-9497	16	12	ai	ai	NOUN
easat-9497	16	13	)	)	PUNCT
easat-9497	16	14	,	,	PUNCT
easat-9497	16	15	data	datum	NOUN
easat-9497	16	16	analytics	analytic	NOUN
easat-9497	16	17	,	,	PUNCT
easat-9497	16	18	and	and	CCONJ
easat-9497	16	19	sound	sound	ADJ
easat-9497	16	20	business	business	NOUN
easat-9497	16	21	analysis	analysis	NOUN
easat-9497	16	22	more	more	ADJ
easat-9497	16	23	to	to	PART
easat-9497	16	24	boost	boost	VERB
easat-9497	16	25	productivity	productivity	NOUN
easat-9497	16	26	,	,	PUNCT
easat-9497	16	27	improve	improve	VERB
easat-9497	16	28	the	the	DET
easat-9497	16	29	decision	decision	NOUN
easat-9497	16	30	-	-	PUNCT
easat-9497	16	31	making	make	VERB
easat-9497	16	32	process	process	NOUN
easat-9497	16	33	,	,	PUNCT
easat-9497	16	34	and	and	CCONJ
easat-9497	16	35	drive	drive	VERB
easat-9497	16	36	innovation	innovation	NOUN
easat-9497	16	37	.	.	PUNCT
easat-9497	17	1	in	in	ADP
easat-9497	17	2	accordance	accordance	NOUN
easat-9497	17	3	with	with	ADP
easat-9497	17	4	the	the	DET
easat-9497	17	5	ambitious	ambitious	ADJ
easat-9497	17	6	vision	vision	NOUN
easat-9497	17	7	2030	2030	NUM
easat-9497	17	8	,	,	PUNCT
easat-9497	17	9	saudi	saudi	PROPN
easat-9497	17	10	arabia	arabia	PROPN
easat-9497	17	11	has	have	AUX
easat-9497	17	12	strategically	strategically	ADV
easat-9497	17	13	placed	place	VERB
easat-9497	17	14	digital	digital	ADJ
easat-9497	17	15	transformation	transformation	NOUN
easat-9497	17	16	as	as	ADP
easat-9497	17	17	the	the	DET
easat-9497	17	18	foundation	foundation	NOUN
easat-9497	17	19	of	of	ADP
easat-9497	17	20	economic	economic	ADJ
easat-9497	17	21	diversification	diversification	NOUN
easat-9497	17	22	and	and	CCONJ
easat-9497	17	23	an	an	DET
easat-9497	17	24	essential	essential	ADJ
easat-9497	17	25	measure	measure	NOUN
easat-9497	17	26	to	to	PART
easat-9497	17	27	reduce	reduce	VERB
easat-9497	17	28	the	the	DET
easat-9497	17	29	exposure	exposure	NOUN
easat-9497	17	30	to	to	ADP
easat-9497	17	31	oil	oil	NOUN
easat-9497	17	32	revenues	revenue	NOUN
easat-9497	17	33	[	[	X
easat-9497	17	34	1	1	NUM
easat-9497	17	35	]	]	PUNCT
easat-9497	17	36	.	.	PUNCT
easat-9497	18	1	the	the	DET
easat-9497	18	2	extensive	extensive	ADJ
easat-9497	18	3	digitisation	digitisation	NOUN
easat-9497	18	4	of	of	ADP
easat-9497	18	5	the	the	DET
easat-9497	18	6	kingdom	kingdom	NOUN
easat-9497	18	7	of	of	ADP
easat-9497	18	8	saudi	saudi	PROPN
easat-9497	18	9	arabia	arabia	PROPN
easat-9497	18	10	has	have	AUX
easat-9497	18	11	already	already	ADV
easat-9497	18	12	been	be	AUX
easat-9497	18	13	triggered	trigger	VERB
easat-9497	18	14	by	by	ADP
easat-9497	18	15	massive	massive	ADJ
easat-9497	18	16	governmental	governmental	ADJ
easat-9497	18	17	efforts	effort	NOUN
easat-9497	18	18	and	and	CCONJ
easat-9497	18	19	investments	investment	NOUN
easat-9497	18	20	in	in	ADP
easat-9497	18	21	the	the	DET
easat-9497	18	22	main	main	ADJ
easat-9497	18	23	areas	area	NOUN
easat-9497	18	24	of	of	ADP
easat-9497	18	25	digitisation	digitisation	NOUN
easat-9497	18	26	,	,	PUNCT
easat-9497	18	27	such	such	ADJ
easat-9497	18	28	as	as	ADP
easat-9497	18	29	finance	finance	NOUN
easat-9497	18	30	,	,	PUNCT
easat-9497	18	31	healthcare	healthcare	PROPN
easat-9497	18	32	,	,	PUNCT
easat-9497	18	33	retail	retail	NOUN
easat-9497	18	34	,	,	PUNCT
easat-9497	18	35	and	and	CCONJ
easat-9497	18	36	the	the	DET
easat-9497	18	37	public	public	ADJ
easat-9497	18	38	sector	sector	NOUN
easat-9497	18	39	.	.	PUNCT
easat-9497	19	1	even	even	ADV
easat-9497	19	2	though	though	SCONJ
easat-9497	19	3	these	these	PRON
easat-9497	19	4	are	be	AUX
easat-9497	19	5	admirable	admirable	ADJ
easat-9497	19	6	steps	step	NOUN
easat-9497	19	7	,	,	PUNCT
easat-9497	19	8	optimising	optimise	VERB
easat-9497	19	9	digital	digital	ADJ
easat-9497	19	10	transition	transition	NOUN
easat-9497	19	11	is	be	AUX
easat-9497	19	12	still	still	ADV
easat-9497	19	13	a	a	DET
easat-9497	19	14	challenge	challenge	NOUN
easat-9497	19	15	facing	face	VERB
easat-9497	19	16	a	a	DET
easat-9497	19	17	significant	significant	ADJ
easat-9497	19	18	portion	portion	NOUN
easat-9497	19	19	of	of	ADP
easat-9497	19	20	organisations	organisation	NOUN
easat-9497	19	21	[	[	X
easat-9497	19	22	2	2	NUM
easat-9497	19	23	]	]	PUNCT
easat-9497	19	24	.	.	PUNCT
easat-9497	20	1	the	the	DET
easat-9497	20	2	potential	potential	NOUN
easat-9497	20	3	of	of	ADP
easat-9497	20	4	digital	digital	ADJ
easat-9497	20	5	transformation	transformation	NOUN
easat-9497	20	6	is	be	AUX
easat-9497	20	7	often	often	ADV
easat-9497	20	8	limited	limit	VERB
easat-9497	20	9	by	by	ADP
easat-9497	20	10	the	the	DET
easat-9497	20	11	inefficiencies	inefficiency	NOUN
easat-9497	20	12	introduced	introduce	VERB
easat-9497	20	13	by	by	ADP
easat-9497	20	14	poor	poor	ADJ
easat-9497	20	15	data	datum	NOUN
easat-9497	20	16	analytics	analytic	NOUN
easat-9497	20	17	,	,	PUNCT
easat-9497	20	18	inadequate	inadequate	ADJ
easat-9497	20	19	decision	decision	NOUN
easat-9497	20	20	-	-	PUNCT
easat-9497	20	21	making	make	VERB
easat-9497	20	22	frameworks	framework	NOUN
easat-9497	20	23	and	and	CCONJ
easat-9497	20	24	ai	ai	VERB
easat-9497	20	25	insights	insight	NOUN
easat-9497	20	26	that	that	PRON
easat-9497	20	27	have	have	AUX
easat-9497	20	28	not	not	PART
easat-9497	20	29	been	be	AUX
easat-9497	20	30	coordinated	coordinate	VERB
easat-9497	20	31	to	to	PART
easat-9497	20	32	fit	fit	VERB
easat-9497	20	33	into	into	ADP
easat-9497	20	34	the	the	DET
easat-9497	20	35	overall	overall	ADJ
easat-9497	20	36	corporate	corporate	ADJ
easat-9497	20	37	strategy	strategy	NOUN
easat-9497	20	38	[	[	X
easat-9497	20	39	3	3	NUM
easat-9497	20	40	,	,	PUNCT
easat-9497	20	41	4	4	NUM
easat-9497	20	42	]	]	PUNCT
easat-9497	20	43	.	.	PUNCT
easat-9497	21	1	this	this	DET
easat-9497	21	2	paper	paper	NOUN
easat-9497	21	3	is	be	AUX
easat-9497	21	4	an	an	DET
easat-9497	21	5	attempt	attempt	NOUN
easat-9497	21	6	to	to	PART
easat-9497	21	7	explore	explore	VERB
easat-9497	21	8	the	the	DET
easat-9497	21	9	exact	exact	ADJ
easat-9497	21	10	role	role	NOUN
easat-9497	21	11	played	play	VERB
easat-9497	21	12	by	by	ADP
easat-9497	21	13	business	business	NOUN
easat-9497	21	14	analysis	analysis	NOUN
easat-9497	21	15	,	,	PUNCT
easat-9497	21	16	ai	ai	VERB
easat-9497	21	17	-	-	PUNCT
easat-9497	21	18	enabled	enable	VERB
easat-9497	21	19	insights	insight	NOUN
easat-9497	21	20	,	,	PUNCT
easat-9497	21	21	and	and	CCONJ
easat-9497	21	22	data	datum	NOUN
easat-9497	21	23	analytics	analytic	NOUN
easat-9497	21	24	in	in	ADP
easat-9497	21	25	enhancing	enhance	VERB
easat-9497	21	26	the	the	DET
easat-9497	21	27	effectiveness	effectiveness	NOUN
easat-9497	21	28	of	of	ADP
easat-9497	21	29	digital	digital	ADJ
easat-9497	21	30	transformation	transformation	NOUN
easat-9497	21	31	in	in	ADP
easat-9497	21	32	saudi	saudi	ADJ
easat-9497	21	33	arabian	arabian	ADJ
easat-9497	21	34	organisations	organisation	NOUN
easat-9497	21	35	in	in	ADP
easat-9497	21	36	a	a	DET
easat-9497	21	37	careful	careful	ADJ
easat-9497	21	38	manner	manner	NOUN
easat-9497	21	39	[	[	X
easat-9497	21	40	5	5	NUM
easat-9497	21	41	,	,	PUNCT
easat-9497	21	42	6	6	NUM
easat-9497	21	43	]	]	PUNCT
easat-9497	21	44	.	.	PUNCT
easat-9497	22	1	it	it	PRON
easat-9497	22	2	further	far	ADV
easat-9497	22	3	specifically	specifically	ADV
easat-9497	22	4	tries	try	VERB
easat-9497	22	5	to	to	PART
easat-9497	22	6	examine	examine	VERB
easat-9497	22	7	how	how	SCONJ
easat-9497	22	8	each	each	PRON
easat-9497	22	9	of	of	ADP
easat-9497	22	10	these	these	DET
easat-9497	22	11	https://orcid.org/0000-0002-6198-562x	https://orcid.org/0000-0002-6198-562x	PROPN
easat-9497	22	12	941	941	NUM
easat-9497	22	13	edelweiss	edelweiss	PROPN
easat-9497	22	14	applied	apply	VERB
easat-9497	22	15	science	science	NOUN
easat-9497	22	16	and	and	CCONJ
easat-9497	22	17	technology	technology	NOUN
easat-9497	22	18	issn	issn	PROPN
easat-9497	22	19	:	:	PUNCT
easat-9497	22	20	2576	2576	NUM
easat-9497	22	21	-	-	SYM
easat-9497	22	22	8484	8484	NUM
easat-9497	22	23	vol	vol	NOUN
easat-9497	22	24	.	.	PROPN
easat-9497	22	25	9	9	NUM
easat-9497	22	26	,	,	PUNCT
easat-9497	22	27	no	no	INTJ
easat-9497	22	28	.	.	NOUN
easat-9497	22	29	8	8	NUM
easat-9497	22	30	:	:	SYM
easat-9497	22	31	940	940	NUM
easat-9497	22	32	-	-	SYM
easat-9497	22	33	950	950	NUM
easat-9497	22	34	,	,	PUNCT
easat-9497	22	35	2025	2025	NUM
easat-9497	22	36	doi	doi	NOUN
easat-9497	22	37	:	:	PUNCT
easat-9497	22	38	10.55214/2576	10.55214/2576	NUM
easat-9497	22	39	-	-	PUNCT
easat-9497	22	40	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	22	41	©	©	ADP
easat-9497	22	42	2025	2025	NUM
easat-9497	22	43	by	by	ADP
easat-9497	22	44	the	the	DET
easat-9497	22	45	authors	author	NOUN
easat-9497	22	46	;	;	PUNCT
easat-9497	22	47	licensee	licensee	PROPN
easat-9497	22	48	learning	learning	NOUN
easat-9497	22	49	gate	gate	VERB
easat-9497	22	50	strategic	strategic	ADJ
easat-9497	22	51	enablers	enabler	NOUN
easat-9497	22	52	,	,	PUNCT
easat-9497	22	53	both	both	CCONJ
easat-9497	22	54	in	in	ADP
easat-9497	22	55	isolation	isolation	NOUN
easat-9497	22	56	and	and	CCONJ
easat-9497	22	57	in	in	ADP
easat-9497	22	58	combination	combination	NOUN
easat-9497	22	59	,	,	PUNCT
easat-9497	22	60	lead	lead	VERB
easat-9497	22	61	towards	towards	ADP
easat-9497	22	62	better	well	ADJ
easat-9497	22	63	decision	decision	NOUN
easat-9497	22	64	-	-	PUNCT
easat-9497	22	65	making	making	NOUN
easat-9497	22	66	,	,	PUNCT
easat-9497	22	67	better	well	ADJ
easat-9497	22	68	operational	operational	ADJ
easat-9497	22	69	results	result	NOUN
easat-9497	22	70	,	,	PUNCT
easat-9497	22	71	and	and	CCONJ
easat-9497	22	72	a	a	DET
easat-9497	22	73	stronger	strong	ADJ
easat-9497	22	74	connection	connection	NOUN
easat-9497	22	75	with	with	ADP
easat-9497	22	76	higher	high	ADJ
easat-9497	22	77	-	-	PUNCT
easat-9497	22	78	order	order	NOUN
easat-9497	22	79	organisational	organisational	ADJ
easat-9497	22	80	goals	goal	NOUN
easat-9497	22	81	[	[	X
easat-9497	22	82	7	7	NUM
easat-9497	22	83	]	]	PUNCT
easat-9497	22	84	.	.	PUNCT
easat-9497	23	1	the	the	DET
easat-9497	23	2	study	study	NOUN
easat-9497	23	3	is	be	AUX
easat-9497	23	4	especially	especially	ADV
easat-9497	23	5	relevant	relevant	ADJ
easat-9497	23	6	because	because	SCONJ
easat-9497	23	7	it	it	PRON
easat-9497	23	8	directly	directly	ADV
easat-9497	23	9	supports	support	VERB
easat-9497	23	10	the	the	DET
easat-9497	23	11	saudi	saudi	ADJ
easat-9497	23	12	vision	vision	NOUN
easat-9497	23	13	2030	2030	NUM
easat-9497	23	14	since	since	SCONJ
easat-9497	23	15	it	it	PRON
easat-9497	23	16	provides	provide	VERB
easat-9497	23	17	empirically	empirically	ADV
easat-9497	23	18	based	base	VERB
easat-9497	23	19	knowledge	knowledge	NOUN
easat-9497	23	20	,	,	PUNCT
easat-9497	23	21	which	which	PRON
easat-9497	23	22	is	be	AUX
easat-9497	23	23	valuable	valuable	ADJ
easat-9497	23	24	in	in	ADP
easat-9497	23	25	realising	realise	VERB
easat-9497	23	26	sustainable	sustainable	ADJ
easat-9497	23	27	digital	digital	ADJ
easat-9497	23	28	innovation	innovation	NOUN
easat-9497	23	29	and	and	CCONJ
easat-9497	23	30	economic	economic	ADJ
easat-9497	23	31	diversification	diversification	NOUN
easat-9497	23	32	.	.	PUNCT
easat-9497	24	1	•	•	NUM
easat-9497	24	2	in	in	ADP
easat-9497	24	3	order	order	NOUN
easat-9497	24	4	to	to	PART
easat-9497	24	5	comprehensively	comprehensively	ADV
easat-9497	24	6	cover	cover	VERB
easat-9497	24	7	its	its	PRON
easat-9497	24	8	objectives	objective	NOUN
easat-9497	24	9	,	,	PUNCT
easat-9497	24	10	this	this	DET
easat-9497	24	11	research	research	NOUN
easat-9497	24	12	proposes	propose	VERB
easat-9497	24	13	to	to	PART
easat-9497	24	14	respond	respond	VERB
easat-9497	24	15	to	to	ADP
easat-9497	24	16	the	the	DET
easat-9497	24	17	research	research	NOUN
easat-9497	24	18	questions	question	NOUN
easat-9497	24	19	below	below	ADV
easat-9497	24	20	:	:	PUNCT
easat-9497	24	21	•	•	NUM
easat-9497	24	22	what	what	PRON
easat-9497	24	23	is	be	AUX
easat-9497	24	24	the	the	DET
easat-9497	24	25	fundamental	fundamental	ADJ
easat-9497	24	26	role	role	NOUN
easat-9497	24	27	of	of	ADP
easat-9497	24	28	business	business	NOUN
easat-9497	24	29	analysis	analysis	NOUN
easat-9497	24	30	in	in	ADP
easat-9497	24	31	the	the	DET
easat-9497	24	32	effectiveness	effectiveness	NOUN
easat-9497	24	33	of	of	ADP
easat-9497	24	34	digital	digital	ADJ
easat-9497	24	35	transformation	transformation	NOUN
easat-9497	24	36	of	of	ADP
easat-9497	24	37	saudi	saudi	ADJ
easat-9497	24	38	arabian	arabian	ADJ
easat-9497	24	39	organisations	organisation	NOUN
easat-9497	24	40	?	?	PUNCT
easat-9497	25	1	•	•	NUM
easat-9497	25	2	how	how	SCONJ
easat-9497	25	3	can	can	AUX
easat-9497	25	4	ai	ai	AUX
easat-9497	25	5	-	-	PUNCT
easat-9497	25	6	enabled	enable	VERB
easat-9497	25	7	insights	insight	NOUN
easat-9497	25	8	be	be	AUX
easat-9497	25	9	used	use	VERB
easat-9497	25	10	in	in	ADP
easat-9497	25	11	discernibly	discernibly	ADV
easat-9497	25	12	better	well	ADJ
easat-9497	25	13	ways	way	NOUN
easat-9497	25	14	in	in	ADP
easat-9497	25	15	decision	decision	NOUN
easat-9497	25	16	-	-	PUNCT
easat-9497	25	17	making	making	NOUN
easat-9497	25	18	in	in	ADP
easat-9497	25	19	the	the	DET
easat-9497	25	20	course	course	NOUN
easat-9497	25	21	of	of	ADP
easat-9497	25	22	digital	digital	ADJ
easat-9497	25	23	transformation	transformation	NOUN
easat-9497	25	24	?	?	PUNCT
easat-9497	26	1	•	•	NUM
easat-9497	26	2	what	what	PRON
easat-9497	26	3	exactly	exactly	ADV
easat-9497	26	4	is	be	AUX
easat-9497	26	5	the	the	DET
easat-9497	26	6	role	role	NOUN
easat-9497	26	7	of	of	ADP
easat-9497	26	8	data	datum	NOUN
easat-9497	26	9	analytics	analytic	NOUN
easat-9497	26	10	in	in	ADP
easat-9497	26	11	enhancing	enhance	VERB
easat-9497	26	12	business	business	NOUN
easat-9497	26	13	and	and	CCONJ
easat-9497	26	14	operational	operational	ADJ
easat-9497	26	15	results	result	NOUN
easat-9497	26	16	remarkably	remarkably	ADV
easat-9497	26	17	?	?	PUNCT
easat-9497	27	1	•	•	NUM
easat-9497	27	2	how	how	SCONJ
easat-9497	27	3	can	can	AUX
easat-9497	27	4	business	business	VERB
easat-9497	27	5	analysis	analysis	NOUN
easat-9497	27	6	,	,	PUNCT
easat-9497	27	7	ai	ai	NOUN
easat-9497	27	8	-	-	PUNCT
easat-9497	27	9	powered	power	VERB
easat-9497	27	10	insights	insight	NOUN
easat-9497	27	11	,	,	PUNCT
easat-9497	27	12	and	and	CCONJ
easat-9497	27	13	data	datum	NOUN
easat-9497	27	14	analytics	analytic	NOUN
easat-9497	27	15	work	work	VERB
easat-9497	27	16	together	together	ADV
easat-9497	27	17	to	to	PART
easat-9497	27	18	affect	affect	VERB
easat-9497	27	19	the	the	DET
easat-9497	27	20	overall	overall	ADJ
easat-9497	27	21	success	success	NOUN
easat-9497	27	22	of	of	ADP
easat-9497	27	23	digital	digital	ADJ
easat-9497	27	24	transformation	transformation	NOUN
easat-9497	27	25	projects	project	NOUN
easat-9497	27	26	?	?	PUNCT
easat-9497	28	1	in	in	ADP
easat-9497	28	2	line	line	NOUN
easat-9497	28	3	with	with	ADP
easat-9497	28	4	that	that	PRON
easat-9497	28	5	,	,	PUNCT
easat-9497	28	6	the	the	DET
easat-9497	28	7	aims	aim	NOUN
easat-9497	28	8	of	of	ADP
easat-9497	28	9	the	the	DET
easat-9497	28	10	research	research	NOUN
easat-9497	28	11	given	give	VERB
easat-9497	28	12	are	be	AUX
easat-9497	28	13	formulated	formulate	VERB
easat-9497	28	14	in	in	ADP
easat-9497	28	15	the	the	DET
easat-9497	28	16	following	following	ADJ
easat-9497	28	17	way	way	NOUN
easat-9497	28	18	:	:	PUNCT
easat-9497	28	19	•	•	NUM
easat-9497	28	20	strict	strict	ADJ
easat-9497	28	21	evaluation	evaluation	NOUN
easat-9497	28	22	of	of	ADP
easat-9497	28	23	the	the	DET
easat-9497	28	24	role	role	NOUN
easat-9497	28	25	of	of	ADP
easat-9497	28	26	business	business	NOUN
easat-9497	28	27	analysis	analysis	NOUN
easat-9497	28	28	in	in	ADP
easat-9497	28	29	the	the	DET
easat-9497	28	30	efficiency	efficiency	NOUN
easat-9497	28	31	of	of	ADP
easat-9497	28	32	digital	digital	ADJ
easat-9497	28	33	transformation	transformation	NOUN
easat-9497	28	34	.	.	PUNCT
easat-9497	29	1	•	•	NUM
easat-9497	29	2	sceptical	sceptical	ADJ
easat-9497	29	3	assessment	assessment	NOUN
easat-9497	29	4	of	of	ADP
easat-9497	29	5	the	the	DET
easat-9497	29	6	place	place	NOUN
easat-9497	29	7	of	of	ADP
easat-9497	29	8	ai	ai	VERB
easat-9497	29	9	-	-	PUNCT
easat-9497	29	10	enabled	enable	VERB
easat-9497	29	11	insight	insight	NOUN
easat-9497	29	12	in	in	ADP
easat-9497	29	13	enhancing	enhance	VERB
easat-9497	29	14	strategic	strategic	ADJ
easat-9497	29	15	decision	decision	NOUN
easat-9497	29	16	-	-	PUNCT
easat-9497	29	17	making	making	NOUN
easat-9497	29	18	.	.	PUNCT
easat-9497	30	1	•	•	NUM
easat-9497	30	2	analytical	analytical	ADJ
easat-9497	30	3	examination	examination	NOUN
easat-9497	30	4	of	of	ADP
easat-9497	30	5	the	the	DET
easat-9497	30	6	value	value	NOUN
easat-9497	30	7	of	of	ADP
easat-9497	30	8	data	datum	NOUN
easat-9497	30	9	analytics	analytic	NOUN
easat-9497	30	10	to	to	ADP
easat-9497	30	11	business	business	NOUN
easat-9497	30	12	performance	performance	NOUN
easat-9497	30	13	and	and	CCONJ
easat-9497	30	14	business	business	NOUN
easat-9497	30	15	operational	operational	ADJ
easat-9497	30	16	efficiency	efficiency	NOUN
easat-9497	30	17	.	.	PUNCT
easat-9497	31	1	•	•	NUM
easat-9497	31	2	quantitative	quantitative	ADJ
easat-9497	31	3	determination	determination	NOUN
easat-9497	31	4	of	of	ADP
easat-9497	31	5	the	the	DET
easat-9497	31	6	correlation	correlation	NOUN
easat-9497	31	7	of	of	ADP
easat-9497	31	8	business	business	NOUN
easat-9497	31	9	analysis	analysis	NOUN
easat-9497	31	10	,	,	PUNCT
easat-9497	31	11	ai	ai	VERB
easat-9497	31	12	-	-	PUNCT
easat-9497	31	13	enabled	enable	VERB
easat-9497	31	14	insights	insight	NOUN
easat-9497	31	15	and	and	CCONJ
easat-9497	31	16	data	datum	NOUN
easat-9497	31	17	analytics	analytic	NOUN
easat-9497	31	18	with	with	ADP
easat-9497	31	19	the	the	DET
easat-9497	31	20	ultimate	ultimate	ADJ
easat-9497	31	21	success	success	NOUN
easat-9497	31	22	of	of	ADP
easat-9497	31	23	digital	digital	ADJ
easat-9497	31	24	transformation	transformation	NOUN
easat-9497	31	25	.	.	PUNCT
easat-9497	32	1	•	•	NUM
easat-9497	32	2	facilitation	facilitation	NOUN
easat-9497	32	3	of	of	ADP
easat-9497	32	4	strategic	strategic	ADJ
easat-9497	32	5	guidelines	guideline	NOUN
easat-9497	32	6	that	that	PRON
easat-9497	32	7	saudi	saudi	ADJ
easat-9497	32	8	organisations	organisation	NOUN
easat-9497	32	9	can	can	AUX
easat-9497	32	10	adopt	adopt	VERB
easat-9497	32	11	to	to	PART
easat-9497	32	12	equip	equip	VERB
easat-9497	32	13	them	they	PRON
easat-9497	32	14	on	on	ADP
easat-9497	32	15	the	the	DET
easat-9497	32	16	best	good	ADJ
easat-9497	32	17	routes	route	NOUN
easat-9497	32	18	to	to	PART
easat-9497	32	19	undergo	undergo	VERB
easat-9497	32	20	digital	digital	ADJ
easat-9497	32	21	transformation	transformation	NOUN
easat-9497	32	22	by	by	ADP
easat-9497	32	23	applying	apply	VERB
easat-9497	32	24	these	these	DET
easat-9497	32	25	crucial	crucial	ADJ
easat-9497	32	26	enablers	enabler	NOUN
easat-9497	32	27	wisely	wisely	ADV
easat-9497	32	28	.	.	PUNCT
easat-9497	33	1	2	2	X
easat-9497	33	2	.	.	X
easat-9497	33	3	literature	literature	NOUN
easat-9497	33	4	review	review	VERB
easat-9497	33	5	the	the	DET
easat-9497	33	6	rise	rise	NOUN
easat-9497	33	7	of	of	ADP
easat-9497	33	8	digital	digital	ADJ
easat-9497	33	9	transformation	transformation	NOUN
easat-9497	33	10	into	into	ADP
easat-9497	33	11	the	the	DET
easat-9497	33	12	level	level	NOUN
easat-9497	33	13	of	of	ADP
easat-9497	33	14	a	a	DET
easat-9497	33	15	strategic	strategic	ADJ
easat-9497	33	16	necessity	necessity	NOUN
easat-9497	33	17	among	among	ADP
easat-9497	33	18	organisations	organisation	NOUN
easat-9497	33	19	worldwide	worldwide	ADV
easat-9497	33	20	has	have	AUX
easat-9497	33	21	been	be	AUX
easat-9497	33	22	driven	drive	VERB
easat-9497	33	23	by	by	ADP
easat-9497	33	24	incessant	incessant	ADJ
easat-9497	33	25	technological	technological	ADJ
easat-9497	33	26	improvements	improvement	NOUN
easat-9497	33	27	,	,	PUNCT
easat-9497	33	28	changed	change	VERB
easat-9497	33	29	customer	customer	NOUN
easat-9497	33	30	desires	desire	NOUN
easat-9497	33	31	,	,	PUNCT
easat-9497	33	32	and	and	CCONJ
easat-9497	33	33	an	an	DET
easat-9497	33	34	unmistakable	unmistakable	ADJ
easat-9497	33	35	urgency	urgency	NOUN
easat-9497	33	36	for	for	ADP
easat-9497	33	37	operational	operational	ADJ
easat-9497	33	38	effectiveness	effectiveness	NOUN
easat-9497	33	39	.	.	PUNCT
easat-9497	34	1	with	with	ADP
easat-9497	34	2	industries	industry	NOUN
easat-9497	34	3	learning	learn	VERB
easat-9497	34	4	to	to	PART
easat-9497	34	5	manage	manage	VERB
easat-9497	34	6	and	and	CCONJ
easat-9497	34	7	adjust	adjust	VERB
easat-9497	34	8	to	to	ADP
easat-9497	34	9	the	the	DET
easat-9497	34	10	challenging	challenging	ADJ
easat-9497	34	11	demands	demand	NOUN
easat-9497	34	12	of	of	ADP
easat-9497	34	13	the	the	DET
easat-9497	34	14	digital	digital	ADJ
easat-9497	34	15	age	age	NOUN
easat-9497	34	16	,	,	PUNCT
easat-9497	34	17	the	the	DET
easat-9497	34	18	smooth	smooth	ADJ
easat-9497	34	19	implementation	implementation	NOUN
easat-9497	34	20	of	of	ADP
easat-9497	34	21	emerging	emerge	VERB
easat-9497	34	22	technologies	technology	NOUN
easat-9497	34	23	and	and	CCONJ
easat-9497	34	24	data	datum	NOUN
easat-9497	34	25	-	-	PUNCT
easat-9497	34	26	driven	drive	VERB
easat-9497	34	27	decisions	decision	NOUN
easat-9497	34	28	and	and	CCONJ
easat-9497	34	29	approaches	approach	NOUN
easat-9497	34	30	has	have	AUX
easat-9497	34	31	ceased	cease	VERB
easat-9497	34	32	to	to	PART
easat-9497	34	33	be	be	AUX
easat-9497	34	34	an	an	DET
easat-9497	34	35	optional	optional	ADJ
easat-9497	34	36	practice	practice	NOUN
easat-9497	34	37	and	and	CCONJ
easat-9497	34	38	has	have	AUX
easat-9497	34	39	become	become	VERB
easat-9497	34	40	an	an	DET
easat-9497	34	41	unquestionable	unquestionable	ADJ
easat-9497	34	42	necessity	necessity	NOUN
easat-9497	34	43	[	[	X
easat-9497	34	44	8	8	NUM
easat-9497	34	45	,	,	PUNCT
easat-9497	34	46	9	9	NUM
easat-9497	34	47	]	]	PUNCT
easat-9497	34	48	.	.	PUNCT
easat-9497	35	1	nevertheless	nevertheless	ADV
easat-9497	35	2	,	,	PUNCT
easat-9497	35	3	the	the	DET
easat-9497	35	4	success	success	NOUN
easat-9497	35	5	of	of	ADP
easat-9497	35	6	digital	digital	ADJ
easat-9497	35	7	transformation	transformation	NOUN
easat-9497	35	8	does	do	AUX
easat-9497	35	9	not	not	PART
easat-9497	35	10	in	in	ADP
easat-9497	35	11	any	any	DET
easat-9497	35	12	way	way	NOUN
easat-9497	35	13	depend	depend	VERB
easat-9497	35	14	on	on	ADP
easat-9497	35	15	the	the	DET
easat-9497	35	16	use	use	NOUN
easat-9497	35	17	of	of	ADP
easat-9497	35	18	technology	technology	NOUN
easat-9497	35	19	alone	alone	ADV
easat-9497	35	20	;	;	PUNCT
easat-9497	35	21	instead	instead	ADV
easat-9497	35	22	,	,	PUNCT
easat-9497	35	23	it	it	PRON
easat-9497	35	24	is	be	AUX
easat-9497	35	25	essentially	essentially	ADV
easat-9497	35	26	linked	link	VERB
easat-9497	35	27	to	to	ADP
easat-9497	35	28	the	the	DET
easat-9497	35	29	sensible	sensible	ADJ
easat-9497	35	30	adjustment	adjustment	NOUN
easat-9497	35	31	of	of	ADP
easat-9497	35	32	these	these	DET
easat-9497	35	33	technologies	technology	NOUN
easat-9497	35	34	to	to	ADP
easat-9497	35	35	the	the	DET
easat-9497	35	36	fundamental	fundamental	ADJ
easat-9497	35	37	business	business	NOUN
easat-9497	35	38	goals	goal	NOUN
easat-9497	35	39	of	of	ADP
easat-9497	35	40	an	an	DET
easat-9497	35	41	organisation	organisation	NOUN
easat-9497	35	42	,	,	PUNCT
easat-9497	35	43	to	to	ADP
easat-9497	35	44	its	its	PRON
easat-9497	35	45	decision	decision	NOUN
easat-9497	35	46	-	-	PUNCT
easat-9497	35	47	making	make	VERB
easat-9497	35	48	models	model	NOUN
easat-9497	35	49	,	,	PUNCT
easat-9497	35	50	and	and	CCONJ
easat-9497	35	51	to	to	ADP
easat-9497	35	52	its	its	PRON
easat-9497	35	53	overall	overall	ADJ
easat-9497	35	54	performance	performance	NOUN
easat-9497	35	55	indicators	indicator	NOUN
easat-9497	35	56	[	[	X
easat-9497	35	57	10	10	NUM
easat-9497	35	58	]	]	PUNCT
easat-9497	35	59	.	.	PUNCT
easat-9497	36	1	the	the	DET
easat-9497	36	2	strategic	strategic	ADJ
easat-9497	36	3	enablers	enabler	NOUN
easat-9497	36	4	that	that	PRON
easat-9497	36	5	prove	prove	VERB
easat-9497	36	6	critical	critical	ADJ
easat-9497	36	7	in	in	ADP
easat-9497	36	8	enabling	enable	VERB
easat-9497	36	9	this	this	DET
easat-9497	36	10	alignment	alignment	NOUN
easat-9497	36	11	include	include	VERB
easat-9497	36	12	business	business	NOUN
easat-9497	36	13	analysis	analysis	NOUN
easat-9497	36	14	,	,	PUNCT
easat-9497	36	15	ai	ai	VERB
easat-9497	36	16	-	-	PUNCT
easat-9497	36	17	enabled	enable	VERB
easat-9497	36	18	insights	insight	NOUN
easat-9497	36	19	,	,	PUNCT
easat-9497	36	20	and	and	CCONJ
easat-9497	36	21	data	datum	NOUN
easat-9497	36	22	analytics	analytic	NOUN
easat-9497	36	23	,	,	PUNCT
easat-9497	36	24	among	among	ADP
easat-9497	36	25	others	other	NOUN
easat-9497	36	26	,	,	PUNCT
easat-9497	36	27	which	which	PRON
easat-9497	36	28	are	be	AUX
easat-9497	36	29	equally	equally	ADV
easat-9497	36	30	instrumental	instrumental	ADJ
easat-9497	36	31	in	in	ADP
easat-9497	36	32	designing	design	VERB
easat-9497	36	33	and	and	CCONJ
easat-9497	36	34	governing	govern	VERB
easat-9497	36	35	digital	digital	ADJ
easat-9497	36	36	initiatives	initiative	NOUN
easat-9497	36	37	[	[	X
easat-9497	36	38	11	11	NUM
easat-9497	36	39	,	,	PUNCT
easat-9497	36	40	12	12	NUM
easat-9497	36	41	]	]	PUNCT
easat-9497	36	42	.	.	PUNCT
easat-9497	37	1	artificial	artificial	ADJ
easat-9497	37	2	intelligence	intelligence	NOUN
easat-9497	37	3	(	(	PUNCT
easat-9497	37	4	ai	ai	NOUN
easat-9497	37	5	)	)	PUNCT
easat-9497	37	6	has	have	AUX
easat-9497	37	7	proved	prove	VERB
easat-9497	37	8	to	to	PART
easat-9497	37	9	transform	transform	VERB
easat-9497	37	10	the	the	DET
easat-9497	37	11	work	work	NOUN
easat-9497	37	12	of	of	ADP
easat-9497	37	13	corporations	corporation	NOUN
easat-9497	37	14	,	,	PUNCT
easat-9497	37	15	decision	decision	NOUN
easat-9497	37	16	-	-	PUNCT
easat-9497	37	17	making	make	VERB
easat-9497	37	18	models	model	NOUN
easat-9497	37	19	,	,	PUNCT
easat-9497	37	20	and	and	CCONJ
easat-9497	37	21	value	value	NOUN
easat-9497	37	22	creation	creation	NOUN
easat-9497	37	23	in	in	ADP
easat-9497	37	24	a	a	DET
easat-9497	37	25	broad	broad	ADJ
easat-9497	37	26	range	range	NOUN
easat-9497	37	27	of	of	ADP
easat-9497	37	28	sectors	sector	NOUN
easat-9497	37	29	.	.	PUNCT
easat-9497	38	1	ai	ai	VERB
easat-9497	38	2	-	-	PUNCT
easat-9497	38	3	powered	power	VERB
easat-9497	38	4	insights	insight	NOUN
easat-9497	38	5	assist	assist	VERB
easat-9497	38	6	organisations	organisation	NOUN
easat-9497	38	7	in	in	ADP
easat-9497	38	8	careful	careful	ADJ
easat-9497	38	9	analysis	analysis	NOUN
easat-9497	38	10	of	of	ADP
easat-9497	38	11	massive	massive	ADJ
easat-9497	38	12	amounts	amount	NOUN
easat-9497	38	13	of	of	ADP
easat-9497	38	14	data	datum	NOUN
easat-9497	38	15	,	,	PUNCT
easat-9497	38	16	identification	identification	NOUN
easat-9497	38	17	of	of	ADP
easat-9497	38	18	intricate	intricate	ADJ
easat-9497	38	19	patterns	pattern	NOUN
easat-9497	38	20	,	,	PUNCT
easat-9497	38	21	and	and	CCONJ
easat-9497	38	22	deep	deep	ADJ
easat-9497	38	23	digitalisation	digitalisation	NOUN
easat-9497	38	24	,	,	PUNCT
easat-9497	38	25	besides	besides	SCONJ
easat-9497	38	26	playing	play	VERB
easat-9497	38	27	a	a	DET
easat-9497	38	28	pivotal	pivotal	ADJ
easat-9497	38	29	role	role	NOUN
easat-9497	38	30	in	in	ADP
easat-9497	38	31	spurring	spur	VERB
easat-9497	38	32	innovation	innovation	NOUN
easat-9497	38	33	,	,	PUNCT
easat-9497	38	34	efficiency	efficiency	NOUN
easat-9497	38	35	,	,	PUNCT
easat-9497	38	36	and	and	CCONJ
easat-9497	38	37	faster	fast	ADV
easat-9497	38	38	and	and	CCONJ
easat-9497	38	39	more	more	ADV
easat-9497	38	40	accurate	accurate	ADJ
easat-9497	38	41	decisionmaking	decisionmake	VERB
easat-9497	38	42	[	[	X
easat-9497	38	43	1	1	NUM
easat-9497	38	44	,	,	PUNCT
easat-9497	38	45	13	13	NUM
easat-9497	38	46	]	]	PUNCT
easat-9497	38	47	.	.	PUNCT
easat-9497	39	1	with	with	ADP
easat-9497	39	2	the	the	DET
easat-9497	39	3	steady	steady	ADJ
easat-9497	39	4	advance	advance	NOUN
easat-9497	39	5	of	of	ADP
easat-9497	39	6	digital	digital	ADJ
easat-9497	39	7	transformation	transformation	NOUN
easat-9497	39	8	,	,	PUNCT
easat-9497	39	9	ai	ai	VERB
easat-9497	39	10	implementation	implementation	NOUN
easat-9497	39	11	in	in	ADP
easat-9497	39	12	organisational	organisational	ADJ
easat-9497	39	13	processes	process	NOUN
easat-9497	39	14	has	have	AUX
easat-9497	39	15	moved	move	VERB
easat-9497	39	16	beyond	beyond	ADP
easat-9497	39	17	the	the	DET
easat-9497	39	18	stage	stage	NOUN
easat-9497	39	19	of	of	ADP
easat-9497	39	20	experimentation	experimentation	NOUN
easat-9497	39	21	and	and	CCONJ
easat-9497	39	22	has	have	AUX
easat-9497	39	23	become	become	VERB
easat-9497	39	24	a	a	DET
easat-9497	39	25	strategic	strategic	ADJ
easat-9497	39	26	necessity	necessity	NOUN
easat-9497	39	27	[	[	X
easat-9497	39	28	14	14	NUM
easat-9497	39	29	]	]	PUNCT
easat-9497	39	30	.	.	PUNCT
easat-9497	40	1	machine	machine	NOUN
easat-9497	40	2	learning	learning	NOUN
easat-9497	40	3	,	,	PUNCT
easat-9497	40	4	natural	natural	ADJ
easat-9497	40	5	language	language	NOUN
easat-9497	40	6	processing	processing	NOUN
easat-9497	40	7	,	,	PUNCT
easat-9497	40	8	predictive	predictive	ADJ
easat-9497	40	9	analytics	analytic	NOUN
easat-9497	40	10	,	,	PUNCT
easat-9497	40	11	and	and	CCONJ
easat-9497	40	12	other	other	ADJ
easat-9497	40	13	automated	automate	VERB
easat-9497	40	14	insights	insight	NOUN
easat-9497	40	15	can	can	AUX
easat-9497	40	16	prepare	prepare	VERB
easat-9497	40	17	firms	firm	NOUN
easat-9497	40	18	to	to	PART
easat-9497	40	19	meet	meet	VERB
easat-9497	40	20	market	market	NOUN
easat-9497	40	21	trends	trend	NOUN
easat-9497	40	22	proactively	proactively	ADV
easat-9497	40	23	,	,	PUNCT
easat-9497	40	24	have	have	VERB
easat-9497	40	25	greater	great	ADJ
easat-9497	40	26	insights	insight	NOUN
easat-9497	40	27	into	into	ADP
easat-9497	40	28	customer	customer	NOUN
easat-9497	40	29	behaviour	behaviour	NOUN
easat-9497	40	30	and	and	CCONJ
easat-9497	40	31	considerably	considerably	ADV
easat-9497	40	32	speed	speed	VERB
easat-9497	40	33	up	up	ADP
easat-9497	40	34	operational	operational	ADJ
easat-9497	40	35	processes	process	NOUN
easat-9497	40	36	[	[	X
easat-9497	40	37	15	15	NUM
easat-9497	40	38	,	,	PUNCT
easat-9497	40	39	16	16	NUM
easat-9497	40	40	]	]	PUNCT
easat-9497	40	41	.	.	PUNCT
easat-9497	41	1	in	in	ADP
easat-9497	41	2	spite	spite	NOUN
easat-9497	41	3	of	of	ADP
easat-9497	41	4	these	these	DET
easat-9497	41	5	significant	significant	ADJ
easat-9497	41	6	benefits	benefit	NOUN
easat-9497	41	7	,	,	PUNCT
easat-9497	41	8	multiple	multiple	ADJ
easat-9497	41	9	complexities	complexity	NOUN
easat-9497	41	10	hamper	hamper	VERB
easat-9497	41	11	the	the	DET
easat-9497	41	12	smooth	smooth	ADJ
easat-9497	41	13	incorporation	incorporation	NOUN
easat-9497	41	14	of	of	ADP
easat-9497	41	15	ai	ai	ADJ
easat-9497	41	16	-	-	PUNCT
easat-9497	41	17	powered	power	VERB
easat-9497	41	18	insights	insight	NOUN
easat-9497	41	19	into	into	ADP
easat-9497	41	20	digital	digital	ADJ
easat-9497	41	21	transformation	transformation	NOUN
easat-9497	41	22	endeavours	endeavour	NOUN
easat-9497	41	23	,	,	PUNCT
easat-9497	41	24	majorly	majorly	ADV
easat-9497	41	25	due	due	ADP
easat-9497	41	26	to	to	ADP
easat-9497	41	27	the	the	DET
easat-9497	41	28	ubiquitous	ubiquitous	ADJ
easat-9497	41	29	lack	lack	NOUN
easat-9497	41	30	of	of	ADP
easat-9497	41	31	qualified	qualified	ADJ
easat-9497	41	32	workers	worker	NOUN
easat-9497	41	33	who	who	PRON
easat-9497	41	34	can	can	AUX
easat-9497	41	35	design	design	VERB
easat-9497	41	36	,	,	PUNCT
easat-9497	41	37	deploy	deploy	VERB
easat-9497	41	38	,	,	PUNCT
easat-9497	41	39	and	and	CCONJ
easat-9497	41	40	explain	explain	VERB
easat-9497	41	41	sophisticated	sophisticated	ADJ
easat-9497	41	42	ai	ai	PROPN
easat-9497	41	43	systems	system	NOUN
easat-9497	41	44	[	[	X
easat-9497	41	45	17	17	NUM
easat-9497	41	46	]	]	SYM
easat-9497	41	47	.	.	PUNCT
easat-9497	42	1	942	942	NUM
easat-9497	42	2	edelweiss	edelweiss	PROPN
easat-9497	42	3	applied	apply	VERB
easat-9497	42	4	science	science	NOUN
easat-9497	42	5	and	and	CCONJ
easat-9497	42	6	technology	technology	NOUN
easat-9497	42	7	issn	issn	PROPN
easat-9497	42	8	:	:	PUNCT
easat-9497	42	9	2576	2576	NUM
easat-9497	42	10	-	-	SYM
easat-9497	42	11	8484	8484	NUM
easat-9497	42	12	vol	vol	NOUN
easat-9497	42	13	.	.	PROPN
easat-9497	43	1	9	9	NUM
easat-9497	43	2	,	,	PUNCT
easat-9497	43	3	no	no	INTJ
easat-9497	43	4	.	.	NOUN
easat-9497	43	5	8	8	NUM
easat-9497	43	6	:	:	SYM
easat-9497	43	7	940	940	NUM
easat-9497	43	8	-	-	SYM
easat-9497	43	9	950	950	NUM
easat-9497	43	10	,	,	PUNCT
easat-9497	43	11	2025	2025	NUM
easat-9497	43	12	doi	doi	NOUN
easat-9497	43	13	:	:	PUNCT
easat-9497	43	14	10.55214/2576	10.55214/2576	NUM
easat-9497	43	15	-	-	PUNCT
easat-9497	43	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	43	17	©	©	ADP
easat-9497	43	18	2025	2025	NUM
easat-9497	43	19	by	by	ADP
easat-9497	43	20	the	the	DET
easat-9497	43	21	authors	author	NOUN
easat-9497	43	22	;	;	PUNCT
easat-9497	43	23	licensee	licensee	PROPN
easat-9497	43	24	learning	learning	PROPN
easat-9497	43	25	gate	gate	PROPN
easat-9497	43	26	data	data	PROPN
easat-9497	43	27	analytics	analytic	NOUN
easat-9497	43	28	is	be	AUX
easat-9497	43	29	becoming	become	VERB
easat-9497	43	30	one	one	NUM
easat-9497	43	31	of	of	ADP
easat-9497	43	32	the	the	DET
easat-9497	43	33	most	most	ADV
easat-9497	43	34	important	important	ADJ
easat-9497	43	35	factors	factor	NOUN
easat-9497	43	36	in	in	ADP
easat-9497	43	37	the	the	DET
easat-9497	43	38	digitalisation	digitalisation	NOUN
easat-9497	43	39	of	of	ADP
easat-9497	43	40	contemporary	contemporary	ADJ
easat-9497	43	41	organisations	organisation	NOUN
easat-9497	43	42	,	,	PUNCT
easat-9497	43	43	improving	improve	VERB
easat-9497	43	44	their	their	PRON
easat-9497	43	45	efficiency	efficiency	NOUN
easat-9497	43	46	,	,	PUNCT
easat-9497	43	47	decision	decision	NOUN
easat-9497	43	48	-	-	PUNCT
easat-9497	43	49	making	make	VERB
easat-9497	43	50	process	process	NOUN
easat-9497	43	51	,	,	PUNCT
easat-9497	43	52	and	and	CCONJ
easat-9497	43	53	creativity	creativity	NOUN
easat-9497	43	54	.	.	PUNCT
easat-9497	44	1	in	in	ADP
easat-9497	44	2	a	a	DET
easat-9497	44	3	fast	fast	ADV
easat-9497	44	4	-	-	PUNCT
easat-9497	44	5	evolving	evolve	VERB
easat-9497	44	6	business	business	NOUN
easat-9497	44	7	world	world	NOUN
easat-9497	44	8	where	where	SCONJ
easat-9497	44	9	digital	digital	ADJ
easat-9497	44	10	technologies	technology	NOUN
easat-9497	44	11	are	be	AUX
easat-9497	44	12	at	at	ADP
easat-9497	44	13	the	the	DET
easat-9497	44	14	core	core	NOUN
easat-9497	44	15	of	of	ADP
easat-9497	44	16	achieving	achieve	VERB
easat-9497	44	17	a	a	DET
easat-9497	44	18	competitive	competitive	ADJ
easat-9497	44	19	edge	edge	NOUN
easat-9497	44	20	,	,	PUNCT
easat-9497	44	21	the	the	DET
easat-9497	44	22	capability	capability	NOUN
easat-9497	44	23	to	to	PART
easat-9497	44	24	derive	derive	VERB
easat-9497	44	25	business	business	NOUN
easat-9497	44	26	value	value	NOUN
easat-9497	44	27	out	out	ADP
easat-9497	44	28	of	of	ADP
easat-9497	44	29	massive	massive	ADJ
easat-9497	44	30	data	datum	NOUN
easat-9497	44	31	volumes	volume	NOUN
easat-9497	44	32	has	have	AUX
easat-9497	44	33	taken	take	VERB
easat-9497	44	34	a	a	DET
easat-9497	44	35	central	central	ADJ
easat-9497	44	36	stage	stage	NOUN
easat-9497	44	37	[	[	X
easat-9497	44	38	18	18	NUM
easat-9497	44	39	]	]	PUNCT
easat-9497	44	40	.	.	PUNCT
easat-9497	45	1	data	datum	NOUN
easat-9497	45	2	analytics	analytic	NOUN
easat-9497	45	3	enables	enable	VERB
easat-9497	45	4	businesses	business	NOUN
easat-9497	45	5	to	to	PART
easat-9497	45	6	support	support	VERB
easat-9497	45	7	empirical	empirical	ADJ
easat-9497	45	8	evidence	evidence	NOUN
easat-9497	45	9	in	in	ADP
easat-9497	45	10	their	their	PRON
easat-9497	45	11	decisions	decision	NOUN
easat-9497	45	12	,	,	PUNCT
easat-9497	45	13	requiring	require	VERB
easat-9497	45	14	organisations	organisation	NOUN
easat-9497	45	15	to	to	PART
easat-9497	45	16	use	use	VERB
easat-9497	45	17	data	datum	NOUN
easat-9497	45	18	wisely	wisely	ADV
easat-9497	45	19	so	so	SCONJ
easat-9497	45	20	that	that	SCONJ
easat-9497	45	21	their	their	PRON
easat-9497	45	22	processes	process	NOUN
easat-9497	45	23	,	,	PUNCT
easat-9497	45	24	strategies	strategy	NOUN
easat-9497	45	25	,	,	PUNCT
easat-9497	45	26	and	and	CCONJ
easat-9497	45	27	structural	structural	ADJ
easat-9497	45	28	make	make	NOUN
easat-9497	45	29	-	-	PUNCT
easat-9497	45	30	ups	up	NOUN
easat-9497	45	31	are	be	AUX
easat-9497	45	32	streamlined	streamline	VERB
easat-9497	45	33	towards	towards	ADP
easat-9497	45	34	effective	effective	ADJ
easat-9497	45	35	digitalization	digitalization	NOUN
easat-9497	45	36	[	[	X
easat-9497	45	37	19	19	NUM
easat-9497	45	38	]	]	PUNCT
easat-9497	45	39	.	.	PUNCT
easat-9497	46	1	descriptive	descriptive	ADJ
easat-9497	46	2	,	,	PUNCT
easat-9497	46	3	diagnostic	diagnostic	ADJ
easat-9497	46	4	,	,	PUNCT
easat-9497	46	5	predictive	predictive	ADJ
easat-9497	46	6	,	,	PUNCT
easat-9497	46	7	and	and	CCONJ
easat-9497	46	8	prescriptive	prescriptive	ADJ
easat-9497	46	9	analytics	analytic	NOUN
easat-9497	46	10	allow	allow	VERB
easat-9497	46	11	a	a	DET
easat-9497	46	12	more	more	ADV
easat-9497	46	13	profound	profound	ADJ
easat-9497	46	14	level	level	NOUN
easat-9497	46	15	of	of	ADP
easat-9497	46	16	efficiency	efficiency	NOUN
easat-9497	46	17	and	and	CCONJ
easat-9497	46	18	drive	drive	VERB
easat-9497	46	19	an	an	DET
easat-9497	46	20	organisation	organisation	NOUN
easat-9497	46	21	to	to	ADP
easat-9497	46	22	its	its	PRON
easat-9497	46	23	transformation	transformation	NOUN
easat-9497	46	24	goals	goal	NOUN
easat-9497	46	25	due	due	ADP
easat-9497	46	26	to	to	ADP
easat-9497	46	27	a	a	DET
easat-9497	46	28	more	more	ADJ
easat-9497	46	29	in	in	ADP
easat-9497	46	30	-	-	PUNCT
easat-9497	46	31	depth	depth	NOUN
easat-9497	46	32	understanding	understanding	NOUN
easat-9497	46	33	of	of	ADP
easat-9497	46	34	internal	internal	ADJ
easat-9497	46	35	operations	operation	NOUN
easat-9497	46	36	,	,	PUNCT
easat-9497	46	37	market	market	NOUN
easat-9497	46	38	forces	force	NOUN
easat-9497	46	39	,	,	PUNCT
easat-9497	46	40	and	and	CCONJ
easat-9497	46	41	customer	customer	NOUN
easat-9497	46	42	behaviour	behaviour	NOUN
easat-9497	46	43	[	[	X
easat-9497	46	44	20	20	NUM
easat-9497	46	45	]	]	PUNCT
easat-9497	46	46	.	.	PUNCT
easat-9497	47	1	figure	figure	NOUN
easat-9497	47	2	1	1	NUM
easat-9497	47	3	.	.	PUNCT
easat-9497	47	4	conceptual	conceptual	ADJ
easat-9497	47	5	framework	framework	NOUN
easat-9497	47	6	of	of	ADP
easat-9497	47	7	the	the	DET
easat-9497	47	8	study	study	NOUN
easat-9497	47	9	.	.	PUNCT
easat-9497	48	1	the	the	DET
easat-9497	48	2	conceptual	conceptual	ADJ
easat-9497	48	3	framework	framework	NOUN
easat-9497	48	4	in	in	ADP
easat-9497	48	5	figure	figure	NOUN
easat-9497	48	6	1	1	NUM
easat-9497	48	7	forms	form	NOUN
easat-9497	48	8	the	the	DET
easat-9497	48	9	basis	basis	NOUN
easat-9497	48	10	of	of	ADP
easat-9497	48	11	the	the	DET
easat-9497	48	12	proposed	propose	VERB
easat-9497	48	13	study	study	NOUN
easat-9497	48	14	explains	explain	VERB
easat-9497	48	15	the	the	DET
easat-9497	48	16	complex	complex	ADJ
easat-9497	48	17	yet	yet	ADV
easat-9497	48	18	interrelated	interrelated	ADJ
easat-9497	48	19	nature	nature	NOUN
easat-9497	48	20	of	of	ADP
easat-9497	48	21	three	three	NUM
easat-9497	48	22	central	central	ADJ
easat-9497	48	23	independent	independent	ADJ
easat-9497	48	24	variables	variable	NOUN
easat-9497	48	25	of	of	ADP
easat-9497	48	26	the	the	DET
easat-9497	48	27	study	study	NOUN
easat-9497	48	28	:	:	PUNCT
easat-9497	48	29	business	business	NOUN
easat-9497	48	30	analysis	analysis	NOUN
easat-9497	48	31	,	,	PUNCT
easat-9497	48	32	ai	ai	VERB
easat-9497	48	33	-	-	PUNCT
easat-9497	48	34	enabled	enable	VERB
easat-9497	48	35	insights	insight	NOUN
easat-9497	48	36	,	,	PUNCT
easat-9497	48	37	and	and	CCONJ
easat-9497	48	38	data	datum	NOUN
easat-9497	48	39	analytics	analytic	NOUN
easat-9497	48	40	and	and	CCONJ
easat-9497	48	41	how	how	SCONJ
easat-9497	48	42	they	they	PRON
easat-9497	48	43	work	work	VERB
easat-9497	48	44	together	together	ADV
easat-9497	48	45	to	to	PART
easat-9497	48	46	influence	influence	VERB
easat-9497	48	47	the	the	DET
easat-9497	48	48	efficiency	efficiency	NOUN
easat-9497	48	49	of	of	ADP
easat-9497	48	50	digital	digital	ADJ
easat-9497	48	51	transformation	transformation	NOUN
easat-9497	48	52	in	in	ADP
easat-9497	48	53	saudi	saudi	ADJ
easat-9497	48	54	arabian	arabian	ADJ
easat-9497	48	55	organisations	organisation	NOUN
easat-9497	48	56	.	.	PUNCT
easat-9497	49	1	the	the	DET
easat-9497	49	2	framework	framework	NOUN
easat-9497	49	3	is	be	AUX
easat-9497	49	4	strongly	strongly	ADV
easat-9497	49	5	supported	support	VERB
easat-9497	49	6	by	by	ADP
easat-9497	49	7	the	the	DET
easat-9497	49	8	assumption	assumption	NOUN
easat-9497	49	9	that	that	SCONJ
easat-9497	49	10	effective	effective	ADJ
easat-9497	49	11	digital	digital	ADJ
easat-9497	49	12	transformation	transformation	NOUN
easat-9497	49	13	is	be	AUX
easat-9497	49	14	not	not	PART
easat-9497	49	15	about	about	ADP
easat-9497	49	16	the	the	DET
easat-9497	49	17	adoption	adoption	NOUN
easat-9497	49	18	of	of	ADP
easat-9497	49	19	technology	technology	NOUN
easat-9497	49	20	alone	alone	ADV
easat-9497	49	21	;	;	PUNCT
easat-9497	49	22	instead	instead	ADV
easat-9497	49	23	,	,	PUNCT
easat-9497	49	24	the	the	DET
easat-9497	49	25	whole	whole	ADJ
easat-9497	49	26	process	process	NOUN
easat-9497	49	27	depends	depend	VERB
easat-9497	49	28	on	on	ADP
easat-9497	49	29	the	the	DET
easat-9497	49	30	strategic	strategic	ADJ
easat-9497	49	31	implementation	implementation	NOUN
easat-9497	49	32	of	of	ADP
easat-9497	49	33	enablers	enabler	NOUN
easat-9497	49	34	that	that	PRON
easat-9497	49	35	can	can	AUX
easat-9497	49	36	improve	improve	VERB
easat-9497	49	37	the	the	DET
easat-9497	49	38	quality	quality	NOUN
easat-9497	49	39	of	of	ADP
easat-9497	49	40	decisionmaking	decisionmaking	NOUN
easat-9497	49	41	,	,	PUNCT
easat-9497	49	42	the	the	DET
easat-9497	49	43	optimisation	optimisation	NOUN
easat-9497	49	44	of	of	ADP
easat-9497	49	45	operational	operational	ADJ
easat-9497	49	46	activities	activity	NOUN
easat-9497	49	47	,	,	PUNCT
easat-9497	49	48	and	and	CCONJ
easat-9497	49	49	accurate	accurate	ADJ
easat-9497	49	50	alignment	alignment	NOUN
easat-9497	49	51	with	with	ADP
easat-9497	49	52	organisational	organisational	ADJ
easat-9497	49	53	goals	goal	NOUN
easat-9497	49	54	.	.	PUNCT
easat-9497	50	1	all	all	DET
easat-9497	50	2	these	these	DET
easat-9497	50	3	three	three	NUM
easat-9497	50	4	independent	independent	ADJ
easat-9497	50	5	variables	variable	NOUN
easat-9497	50	6	have	have	VERB
easat-9497	50	7	their	their	PRON
easat-9497	50	8	own	own	ADJ
easat-9497	50	9	contributions	contribution	NOUN
easat-9497	50	10	,	,	PUNCT
easat-9497	50	11	which	which	PRON
easat-9497	50	12	are	be	AUX
easat-9497	50	13	,	,	PUNCT
easat-9497	50	14	however	however	ADV
easat-9497	50	15	,	,	PUNCT
easat-9497	50	16	synergistic	synergistic	ADJ
easat-9497	50	17	with	with	ADP
easat-9497	50	18	the	the	DET
easat-9497	50	19	results	result	NOUN
easat-9497	50	20	of	of	ADP
easat-9497	50	21	digital	digital	ADJ
easat-9497	50	22	transformation	transformation	NOUN
easat-9497	50	23	.	.	PUNCT
easat-9497	51	1	2.1	2.1	NUM
easat-9497	51	2	.	.	PUNCT
easat-9497	51	3	hypotheses	hypothesis	NOUN
easat-9497	51	4	in	in	ADP
easat-9497	51	5	accordance	accordance	NOUN
easat-9497	51	6	with	with	ADP
easat-9497	51	7	the	the	DET
easat-9497	51	8	literature	literature	NOUN
easat-9497	51	9	investigation	investigation	NOUN
easat-9497	51	10	and	and	CCONJ
easat-9497	51	11	conceptual	conceptual	ADJ
easat-9497	51	12	framework	framework	NOUN
easat-9497	51	13	above	above	ADV
easat-9497	51	14	,	,	PUNCT
easat-9497	51	15	we	we	PRON
easat-9497	51	16	suggest	suggest	VERB
easat-9497	51	17	the	the	DET
easat-9497	51	18	following	follow	VERB
easat-9497	51	19	hypotheses	hypothesis	NOUN
easat-9497	51	20	:	:	PUNCT
easat-9497	51	21	h1	h1	NOUN
easat-9497	51	22	:	:	PUNCT
easat-9497	51	23	business	business	NOUN
easat-9497	51	24	analytics	analytic	NOUN
easat-9497	51	25	exert	exert	VERB
easat-9497	51	26	a	a	DET
easat-9497	51	27	positive	positive	ADJ
easat-9497	51	28	and	and	CCONJ
easat-9497	51	29	significant	significant	ADJ
easat-9497	51	30	impact	impact	NOUN
easat-9497	51	31	on	on	ADP
easat-9497	51	32	the	the	DET
easat-9497	51	33	efficacy	efficacy	NOUN
easat-9497	51	34	of	of	ADP
easat-9497	51	35	digital	digital	ADJ
easat-9497	51	36	transformation	transformation	NOUN
easat-9497	51	37	.	.	PUNCT
easat-9497	52	1	h2	h2	NOUN
easat-9497	52	2	:	:	PUNCT
easat-9497	52	3	ai	ai	VERB
easat-9497	52	4	-	-	PUNCT
easat-9497	52	5	enabled	enable	VERB
easat-9497	52	6	insights	insight	NOUN
easat-9497	52	7	exert	exert	VERB
easat-9497	52	8	a	a	DET
easat-9497	52	9	positive	positive	ADJ
easat-9497	52	10	and	and	CCONJ
easat-9497	52	11	significant	significant	ADJ
easat-9497	52	12	impact	impact	NOUN
easat-9497	52	13	on	on	ADP
easat-9497	52	14	the	the	DET
easat-9497	52	15	efficacy	efficacy	NOUN
easat-9497	52	16	of	of	ADP
easat-9497	52	17	digital	digital	ADJ
easat-9497	52	18	transformation	transformation	NOUN
easat-9497	52	19	.	.	PUNCT
easat-9497	53	1	h3	h3	NOUN
easat-9497	53	2	:	:	PUNCT
easat-9497	53	3	data	datum	NOUN
easat-9497	53	4	analytics	analytic	NOUN
easat-9497	53	5	exert	exert	VERB
easat-9497	53	6	a	a	DET
easat-9497	53	7	positive	positive	ADJ
easat-9497	53	8	and	and	CCONJ
easat-9497	53	9	significant	significant	ADJ
easat-9497	53	10	impact	impact	NOUN
easat-9497	53	11	on	on	ADP
easat-9497	53	12	the	the	DET
easat-9497	53	13	efficacy	efficacy	NOUN
easat-9497	53	14	of	of	ADP
easat-9497	53	15	digital	digital	ADJ
easat-9497	53	16	transformation	transformation	NOUN
easat-9497	53	17	.	.	PUNCT
easat-9497	54	1	943	943	NUM
easat-9497	54	2	edelweiss	edelweiss	PROPN
easat-9497	54	3	applied	apply	VERB
easat-9497	54	4	science	science	NOUN
easat-9497	54	5	and	and	CCONJ
easat-9497	54	6	technology	technology	NOUN
easat-9497	54	7	issn	issn	PROPN
easat-9497	54	8	:	:	PUNCT
easat-9497	54	9	2576	2576	NUM
easat-9497	54	10	-	-	SYM
easat-9497	54	11	8484	8484	NUM
easat-9497	54	12	vol	vol	NOUN
easat-9497	54	13	.	.	PROPN
easat-9497	55	1	9	9	NUM
easat-9497	55	2	,	,	PUNCT
easat-9497	55	3	no	no	INTJ
easat-9497	55	4	.	.	NOUN
easat-9497	55	5	8	8	NUM
easat-9497	55	6	:	:	SYM
easat-9497	55	7	940	940	NUM
easat-9497	55	8	-	-	SYM
easat-9497	55	9	950	950	NUM
easat-9497	55	10	,	,	PUNCT
easat-9497	55	11	2025	2025	NUM
easat-9497	55	12	doi	doi	NOUN
easat-9497	55	13	:	:	PUNCT
easat-9497	55	14	10.55214/2576	10.55214/2576	NUM
easat-9497	55	15	-	-	PUNCT
easat-9497	55	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	55	17	©	©	ADP
easat-9497	55	18	2025	2025	NUM
easat-9497	55	19	by	by	ADP
easat-9497	55	20	the	the	DET
easat-9497	55	21	authors	author	NOUN
easat-9497	55	22	;	;	PUNCT
easat-9497	55	23	licensee	licensee	PROPN
easat-9497	55	24	learning	learning	NOUN
easat-9497	55	25	gate	gate	NOUN
easat-9497	55	26	3	3	NUM
easat-9497	55	27	.	.	PUNCT
easat-9497	55	28	methodology	methodology	NOUN
easat-9497	55	29	the	the	DET
easat-9497	55	30	quantitative	quantitative	ADJ
easat-9497	55	31	research	research	NOUN
easat-9497	55	32	design	design	NOUN
easat-9497	55	33	is	be	AUX
easat-9497	55	34	conducted	conduct	VERB
easat-9497	55	35	to	to	PART
easat-9497	55	36	strictly	strictly	ADV
easat-9497	55	37	investigate	investigate	VERB
easat-9497	55	38	the	the	DET
easat-9497	55	39	role	role	NOUN
easat-9497	55	40	of	of	ADP
easat-9497	55	41	business	business	NOUN
easat-9497	55	42	analysis	analysis	NOUN
easat-9497	55	43	,	,	PUNCT
easat-9497	55	44	ai	ai	NOUN
easat-9497	55	45	-	-	PUNCT
easat-9497	55	46	based	base	VERB
easat-9497	55	47	insights	insight	NOUN
easat-9497	55	48	,	,	PUNCT
easat-9497	55	49	and	and	CCONJ
easat-9497	55	50	data	datum	NOUN
easat-9497	55	51	analytics	analytic	NOUN
easat-9497	55	52	in	in	ADP
easat-9497	55	53	achieving	achieve	VERB
easat-9497	55	54	better	well	ADJ
easat-9497	55	55	efficiency	efficiency	NOUN
easat-9497	55	56	of	of	ADP
easat-9497	55	57	digital	digital	ADJ
easat-9497	55	58	transformation	transformation	NOUN
easat-9497	55	59	in	in	ADP
easat-9497	55	60	saudi	saudi	ADJ
easat-9497	55	61	arabian	arabian	ADJ
easat-9497	55	62	companies	company	NOUN
easat-9497	55	63	[	[	X
easat-9497	55	64	21	21	NUM
easat-9497	55	65	]	]	PUNCT
easat-9497	55	66	.	.	PUNCT
easat-9497	56	1	the	the	DET
easat-9497	56	2	research	research	NOUN
easat-9497	56	3	approach	approach	NOUN
easat-9497	56	4	implied	imply	VERB
easat-9497	56	5	that	that	SCONJ
easat-9497	56	6	empirical	empirical	ADJ
easat-9497	56	7	data	datum	NOUN
easat-9497	56	8	should	should	AUX
easat-9497	56	9	be	be	AUX
easat-9497	56	10	gathered	gather	VERB
easat-9497	56	11	to	to	PART
easat-9497	56	12	discover	discover	VERB
easat-9497	56	13	the	the	DET
easat-9497	56	14	existence	existence	NOUN
easat-9497	56	15	of	of	ADP
easat-9497	56	16	critical	critical	ADJ
easat-9497	56	17	variables	variable	NOUN
easat-9497	56	18	and	and	CCONJ
easat-9497	56	19	determine	determine	VERB
easat-9497	56	20	their	their	PRON
easat-9497	56	21	impact	impact	NOUN
easat-9497	56	22	on	on	ADP
easat-9497	56	23	the	the	DET
easat-9497	56	24	results	result	NOUN
easat-9497	56	25	of	of	ADP
easat-9497	56	26	digital	digital	ADJ
easat-9497	56	27	transformation	transformation	NOUN
easat-9497	56	28	in	in	ADP
easat-9497	56	29	quantitative	quantitative	ADJ
easat-9497	56	30	terms	term	NOUN
easat-9497	56	31	.	.	PUNCT
easat-9497	57	1	the	the	DET
easat-9497	57	2	cross	cross	ADJ
easat-9497	57	3	-	-	ADJ
easat-9497	57	4	sectional	sectional	ADJ
easat-9497	57	5	research	research	NOUN
easat-9497	57	6	approach	approach	NOUN
easat-9497	57	7	was	be	AUX
easat-9497	57	8	chosen	choose	VERB
easat-9497	57	9	,	,	PUNCT
easat-9497	57	10	which	which	PRON
easat-9497	57	11	allowed	allow	VERB
easat-9497	57	12	gathering	gather	VERB
easat-9497	57	13	information	information	NOUN
easat-9497	57	14	of	of	ADP
easat-9497	57	15	a	a	DET
easat-9497	57	16	wide	wide	ADJ
easat-9497	57	17	range	range	NOUN
easat-9497	57	18	of	of	ADP
easat-9497	57	19	experts	expert	NOUN
easat-9497	57	20	on	on	ADP
easat-9497	57	21	digitally	digitally	ADV
easat-9497	57	22	transforming	transform	VERB
easat-9497	57	23	industries	industry	NOUN
easat-9497	57	24	at	at	ADP
easat-9497	57	25	one	one	NUM
easat-9497	57	26	time	time	NOUN
easat-9497	57	27	,	,	PUNCT
easat-9497	57	28	thus	thus	ADV
easat-9497	57	29	giving	give	VERB
easat-9497	57	30	a	a	DET
easat-9497	57	31	picture	picture	NOUN
easat-9497	57	32	of	of	ADP
easat-9497	57	33	the	the	DET
easat-9497	57	34	contemporary	contemporary	ADJ
easat-9497	57	35	practice	practice	NOUN
easat-9497	57	36	and	and	CCONJ
easat-9497	57	37	perception	perception	NOUN
easat-9497	57	38	[	[	X
easat-9497	57	39	22	22	NUM
easat-9497	57	40	]	]	PUNCT
easat-9497	57	41	.	.	PUNCT
easat-9497	58	1	the	the	DET
easat-9497	58	2	research	research	NOUN
easat-9497	58	3	design	design	NOUN
easat-9497	58	4	was	be	AUX
easat-9497	58	5	a	a	DET
easat-9497	58	6	quantitative	quantitative	ADJ
easat-9497	58	7	one	one	NOUN
easat-9497	58	8	,	,	PUNCT
easat-9497	58	9	as	as	SCONJ
easat-9497	58	10	the	the	DET
easat-9497	58	11	authors	author	NOUN
easat-9497	58	12	used	use	VERB
easat-9497	58	13	a	a	DET
easat-9497	58	14	carefully	carefully	ADV
easat-9497	58	15	designed	design	VERB
easat-9497	58	16	questionnaire	questionnaire	NOUN
easat-9497	58	17	,	,	PUNCT
easat-9497	58	18	which	which	PRON
easat-9497	58	19	was	be	AUX
easat-9497	58	20	distributed	distribute	VERB
easat-9497	58	21	online	online	ADV
easat-9497	58	22	among	among	ADP
easat-9497	58	23	more	more	ADJ
easat-9497	58	24	than	than	ADP
easat-9497	58	25	750	750	NUM
easat-9497	58	26	experts	expert	NOUN
easat-9497	58	27	working	work	VERB
easat-9497	58	28	in	in	ADP
easat-9497	58	29	different	different	ADJ
easat-9497	58	30	industries	industry	NOUN
easat-9497	58	31	in	in	ADP
easat-9497	58	32	saudi	saudi	PROPN
easat-9497	58	33	arabia	arabia	PROPN
easat-9497	58	34	.	.	PUNCT
easat-9497	59	1	the	the	DET
easat-9497	59	2	response	response	NOUN
easat-9497	59	3	rate	rate	NOUN
easat-9497	59	4	achieved	achieve	VERB
easat-9497	59	5	was	be	AUX
easat-9497	59	6	36.8	36.8	NUM
easat-9497	59	7	percent	percent	NOUN
easat-9497	59	8	,	,	PUNCT
easat-9497	59	9	and	and	CCONJ
easat-9497	59	10	the	the	DET
easat-9497	59	11	valid	valid	ADJ
easat-9497	59	12	responses	response	NOUN
easat-9497	59	13	were	be	AUX
easat-9497	59	14	276	276	NUM
easat-9497	59	15	.	.	PUNCT
easat-9497	60	1	descriptive	descriptive	ADJ
easat-9497	60	2	statistics	statistic	NOUN
easat-9497	60	3	,	,	PUNCT
easat-9497	60	4	correlation	correlation	NOUN
easat-9497	60	5	analysis	analysis	NOUN
easat-9497	60	6	,	,	PUNCT
easat-9497	60	7	and	and	CCONJ
easat-9497	60	8	structural	structural	ADJ
easat-9497	60	9	equation	equation	NOUN
easat-9497	60	10	modelling	modelling	NOUN
easat-9497	60	11	(	(	PUNCT
easat-9497	60	12	sem	sem	NOUN
easat-9497	60	13	)	)	PUNCT
easat-9497	60	14	were	be	AUX
easat-9497	60	15	then	then	ADV
easat-9497	60	16	employed	employ	VERB
easat-9497	60	17	to	to	PART
easat-9497	60	18	analyse	analyse	VERB
easat-9497	60	19	the	the	DET
easat-9497	60	20	collected	collect	VERB
easat-9497	60	21	data	datum	NOUN
easat-9497	60	22	to	to	PART
easat-9497	60	23	examine	examine	VERB
easat-9497	60	24	in	in	ADP
easat-9497	60	25	detail	detail	NOUN
easat-9497	60	26	the	the	DET
easat-9497	60	27	relations	relation	NOUN
easat-9497	60	28	among	among	ADP
easat-9497	60	29	the	the	DET
easat-9497	60	30	latent	latent	NOUN
easat-9497	60	31	variables	variable	NOUN
easat-9497	60	32	and	and	CCONJ
easat-9497	60	33	to	to	PART
easat-9497	60	34	test	test	VERB
easat-9497	60	35	the	the	DET
easat-9497	60	36	formulated	formulated	ADJ
easat-9497	60	37	research	research	NOUN
easat-9497	60	38	hypotheses	hypothesis	NOUN
easat-9497	60	39	rigorously	rigorously	ADV
easat-9497	60	40	.	.	PUNCT
easat-9497	61	1	this	this	DET
easat-9497	61	2	survey	survey	NOUN
easat-9497	61	3	focused	focus	VERB
easat-9497	61	4	on	on	ADP
easat-9497	61	5	a	a	DET
easat-9497	61	6	population	population	NOUN
easat-9497	61	7	of	of	ADP
easat-9497	61	8	digital	digital	ADJ
easat-9497	61	9	transformation	transformation	NOUN
easat-9497	61	10	experts	expert	NOUN
easat-9497	61	11	based	base	VERB
easat-9497	61	12	in	in	ADP
easat-9497	61	13	saudi	saudi	ADJ
easat-9497	61	14	organisations	organisation	NOUN
easat-9497	61	15	,	,	PUNCT
easat-9497	61	16	including	include	VERB
easat-9497	61	17	workers	worker	NOUN
easat-9497	61	18	in	in	ADP
easat-9497	61	19	key	key	ADJ
easat-9497	61	20	fields	field	NOUN
easat-9497	61	21	like	like	ADP
easat-9497	61	22	banking	banking	NOUN
easat-9497	61	23	,	,	PUNCT
easat-9497	61	24	health	health	NOUN
easat-9497	61	25	,	,	PUNCT
easat-9497	61	26	retail	retail	NOUN
easat-9497	61	27	,	,	PUNCT
easat-9497	61	28	e	e	NOUN
easat-9497	61	29	-	-	NOUN
easat-9497	61	30	commerce	commerce	NOUN
easat-9497	61	31	and	and	CCONJ
easat-9497	61	32	government	government	NOUN
easat-9497	61	33	.	.	PUNCT
easat-9497	62	1	these	these	DET
easat-9497	62	2	industries	industry	NOUN
easat-9497	62	3	were	be	AUX
easat-9497	62	4	selected	select	VERB
easat-9497	62	5	because	because	SCONJ
easat-9497	62	6	of	of	ADP
easat-9497	62	7	their	their	PRON
easat-9497	62	8	strategic	strategic	ADJ
easat-9497	62	9	significance	significance	NOUN
easat-9497	62	10	to	to	ADP
easat-9497	62	11	vision	vision	NOUN
easat-9497	62	12	2030	2030	NUM
easat-9497	62	13	and	and	CCONJ
easat-9497	62	14	their	their	PRON
easat-9497	62	15	effectiveness	effectiveness	NOUN
easat-9497	62	16	in	in	ADP
easat-9497	62	17	embracing	embrace	VERB
easat-9497	62	18	business	business	NOUN
easat-9497	62	19	analysis	analysis	NOUN
easat-9497	62	20	,	,	PUNCT
easat-9497	62	21	ai	ai	VERB
easat-9497	62	22	,	,	PUNCT
easat-9497	62	23	and	and	CCONJ
easat-9497	62	24	data	datum	NOUN
easat-9497	62	25	analytics	analytic	NOUN
easat-9497	62	26	for	for	ADP
easat-9497	62	27	achieving	achieve	VERB
easat-9497	62	28	higher	high	ADJ
easat-9497	62	29	levels	level	NOUN
easat-9497	62	30	of	of	ADP
easat-9497	62	31	operational	operational	ADJ
easat-9497	62	32	efficiency	efficiency	NOUN
easat-9497	62	33	as	as	ADV
easat-9497	62	34	well	well	ADV
easat-9497	62	35	as	as	ADP
easat-9497	62	36	better	well	ADJ
easat-9497	62	37	service	service	NOUN
easat-9497	62	38	delivery	delivery	NOUN
easat-9497	62	39	.	.	PUNCT
easat-9497	63	1	4	4	X
easat-9497	63	2	.	.	NOUN
easat-9497	63	3	results	result	VERB
easat-9497	63	4	the	the	DET
easat-9497	63	5	respondent	respondent	NOUN
easat-9497	63	6	profile	profile	NOUN
easat-9497	63	7	for	for	ADP
easat-9497	63	8	this	this	DET
easat-9497	63	9	research	research	NOUN
easat-9497	63	10	in	in	ADP
easat-9497	63	11	table	table	NOUN
easat-9497	63	12	1	1	NUM
easat-9497	63	13	showcases	showcase	VERB
easat-9497	63	14	a	a	DET
easat-9497	63	15	highly	highly	ADV
easat-9497	63	16	educated	educate	VERB
easat-9497	63	17	and	and	CCONJ
easat-9497	63	18	professionally	professionally	ADV
easat-9497	63	19	mature	mature	ADJ
easat-9497	63	20	group	group	NOUN
easat-9497	63	21	of	of	ADP
easat-9497	63	22	people	people	NOUN
easat-9497	63	23	actively	actively	ADV
easat-9497	63	24	spearheading	spearhead	VERB
easat-9497	63	25	digital	digital	ADJ
easat-9497	63	26	transformation	transformation	NOUN
easat-9497	63	27	in	in	ADP
easat-9497	63	28	saudi	saudi	PROPN
easat-9497	63	29	arabia	arabia	PROPN
easat-9497	63	30	.	.	PUNCT
easat-9497	64	1	the	the	DET
easat-9497	64	2	dominant	dominant	PROPN
easat-9497	64	3	group	group	NOUN
easat-9497	64	4	comprised	comprise	VERB
easat-9497	64	5	those	those	DET
easat-9497	64	6	aged	aged	ADJ
easat-9497	64	7	35–44	35–44	NUM
easat-9497	64	8	years	year	NOUN
easat-9497	64	9	(	(	PUNCT
easat-9497	64	10	55.1	55.1	NUM
easat-9497	64	11	%	%	NOUN
easat-9497	64	12	)	)	PUNCT
easat-9497	64	13	,	,	PUNCT
easat-9497	64	14	followed	follow	VERB
easat-9497	64	15	by	by	ADP
easat-9497	64	16	25–34	25–34	NUM
easat-9497	64	17	years	year	NOUN
easat-9497	64	18	(	(	PUNCT
easat-9497	64	19	23.2	23.2	NUM
easat-9497	64	20	%	%	NOUN
easat-9497	64	21	)	)	PUNCT
easat-9497	64	22	and	and	CCONJ
easat-9497	64	23	45–54	45–54	NUM
easat-9497	64	24	years	year	NOUN
easat-9497	64	25	(	(	PUNCT
easat-9497	64	26	18.5	18.5	NUM
easat-9497	64	27	%	%	NOUN
easat-9497	64	28	)	)	PUNCT
easat-9497	64	29	,	,	PUNCT
easat-9497	64	30	with	with	ADP
easat-9497	64	31	a	a	DET
easat-9497	64	32	clear	clear	ADJ
easat-9497	64	33	dominance	dominance	NOUN
easat-9497	64	34	of	of	ADP
easat-9497	64	35	midand	midand	NOUN
easat-9497	64	36	senior	senior	ADJ
easat-9497	64	37	-	-	PUNCT
easat-9497	64	38	level	level	NOUN
easat-9497	64	39	professionals	professional	NOUN
easat-9497	64	40	within	within	ADP
easat-9497	64	41	the	the	DET
easat-9497	64	42	group	group	NOUN
easat-9497	64	43	.	.	PUNCT
easat-9497	65	1	academic	academic	ADJ
easat-9497	65	2	achievements	achievement	NOUN
easat-9497	65	3	stood	stand	VERB
easat-9497	65	4	high	high	ADJ
easat-9497	65	5	,	,	PUNCT
easat-9497	65	6	with	with	ADP
easat-9497	65	7	72.8	72.8	NUM
easat-9497	65	8	%	%	NOUN
easat-9497	65	9	of	of	ADP
easat-9497	65	10	the	the	DET
easat-9497	65	11	respondents	respondent	NOUN
easat-9497	65	12	having	have	VERB
easat-9497	65	13	an	an	DET
easat-9497	65	14	undergraduate	undergraduate	NOUN
easat-9497	65	15	degree	degree	NOUN
easat-9497	65	16	and	and	CCONJ
easat-9497	65	17	24.3	24.3	NUM
easat-9497	65	18	%	%	NOUN
easat-9497	65	19	having	have	VERB
easat-9497	65	20	higher	high	ADJ
easat-9497	65	21	degrees	degree	NOUN
easat-9497	65	22	,	,	PUNCT
easat-9497	65	23	reflecting	reflect	VERB
easat-9497	65	24	the	the	DET
easat-9497	65	25	high	high	ADJ
easat-9497	65	26	level	level	NOUN
easat-9497	65	27	of	of	ADP
easat-9497	65	28	education	education	NOUN
easat-9497	65	29	that	that	PRON
easat-9497	65	30	is	be	AUX
easat-9497	65	31	common	common	ADJ
easat-9497	65	32	in	in	ADP
easat-9497	65	33	digital	digital	ADJ
easat-9497	65	34	jobs	job	NOUN
easat-9497	65	35	.	.	PUNCT
easat-9497	66	1	the	the	DET
easat-9497	66	2	private	private	ADJ
easat-9497	66	3	sector	sector	NOUN
easat-9497	66	4	dominated	dominate	VERB
easat-9497	66	5	as	as	ADP
easat-9497	66	6	the	the	DET
easat-9497	66	7	driving	drive	VERB
easat-9497	66	8	force	force	NOUN
easat-9497	66	9	behind	behind	ADP
easat-9497	66	10	digital	digital	ADJ
easat-9497	66	11	transformation	transformation	NOUN
easat-9497	66	12	,	,	PUNCT
easat-9497	66	13	with	with	ADP
easat-9497	66	14	68.5	68.5	NUM
easat-9497	66	15	%	%	NOUN
easat-9497	66	16	of	of	ADP
easat-9497	66	17	the	the	DET
easat-9497	66	18	respondents	respondent	NOUN
easat-9497	66	19	,	,	PUNCT
easat-9497	66	20	while	while	SCONJ
easat-9497	66	21	31.5	31.5	NUM
easat-9497	66	22	%	%	NOUN
easat-9497	66	23	represented	represent	VERB
easat-9497	66	24	the	the	DET
easat-9497	66	25	public	public	ADJ
easat-9497	66	26	sector	sector	NOUN
easat-9497	66	27	.	.	PUNCT
easat-9497	67	1	most	most	ADJ
easat-9497	67	2	of	of	ADP
easat-9497	67	3	the	the	DET
easat-9497	67	4	respondents	respondent	NOUN
easat-9497	67	5	,	,	PUNCT
easat-9497	67	6	with	with	ADP
easat-9497	67	7	89.1	89.1	NUM
easat-9497	67	8	%	%	NOUN
easat-9497	67	9	in	in	ADP
easat-9497	67	10	managerial	managerial	ADJ
easat-9497	67	11	posts	post	NOUN
easat-9497	67	12	,	,	PUNCT
easat-9497	67	13	reflect	reflect	VERB
easat-9497	67	14	that	that	SCONJ
easat-9497	67	15	the	the	DET
easat-9497	67	16	data	datum	NOUN
easat-9497	67	17	collected	collect	VERB
easat-9497	67	18	is	be	AUX
easat-9497	67	19	heavily	heavily	ADV
easat-9497	67	20	based	base	VERB
easat-9497	67	21	on	on	ADP
easat-9497	67	22	decision	decision	NOUN
easat-9497	67	23	-	-	PUNCT
easat-9497	67	24	makers	maker	NOUN
easat-9497	67	25	with	with	ADP
easat-9497	67	26	strategic	strategic	ADJ
easat-9497	67	27	roles	role	NOUN
easat-9497	67	28	.	.	PUNCT
easat-9497	68	1	table	table	NOUN
easat-9497	68	2	1	1	NUM
easat-9497	68	3	.	.	PUNCT
easat-9497	68	4	description	description	NOUN
easat-9497	68	5	of	of	ADP
easat-9497	68	6	participants	participant	NOUN
easat-9497	68	7	(	(	PUNCT
easat-9497	68	8	n=276	n=276	NOUN
easat-9497	68	9	)	)	PUNCT
easat-9497	68	10	.	.	PUNCT
easat-9497	69	1	category	category	NOUN
easat-9497	69	2	frequency	frequency	NOUN
easat-9497	69	3	percentage	percentage	NOUN
easat-9497	69	4	category	category	NOUN
easat-9497	69	5	frequency	frequency	NOUN
easat-9497	69	6	percentage	percentage	NOUN
easat-9497	69	7	age	age	NOUN
easat-9497	69	8	education	education	NOUN
easat-9497	69	9	below	below	ADP
easat-9497	69	10	25	25	NUM
easat-9497	69	11	6	6	NUM
easat-9497	69	12	2.2	2.2	NUM
easat-9497	69	13	high	high	ADJ
easat-9497	69	14	school	school	NOUN
easat-9497	69	15	2	2	NUM
easat-9497	69	16	0.7	0.7	NUM
easat-9497	69	17	25	25	NUM
easat-9497	69	18	–	–	PUNCT
easat-9497	69	19	34	34	NUM
easat-9497	69	20	64	64	NUM
easat-9497	69	21	23.2	23.2	NUM
easat-9497	69	22	diploma	diploma	NOUN
easat-9497	69	23	6	6	NUM
easat-9497	69	24	2.2	2.2	NUM
easat-9497	69	25	35	35	NUM
easat-9497	69	26	–	–	PUNCT
easat-9497	69	27	44	44	NUM
easat-9497	69	28	152	152	NUM
easat-9497	69	29	55.1	55.1	NUM
easat-9497	69	30	undergraduate	undergraduate	NOUN
easat-9497	69	31	201	201	NUM
easat-9497	69	32	72.8	72.8	NUM
easat-9497	69	33	45	45	NUM
easat-9497	69	34	–	–	PUNCT
easat-9497	69	35	54	54	NUM
easat-9497	69	36	51	51	NUM
easat-9497	69	37	18.5	18.5	NUM
easat-9497	69	38	graduate	graduate	NOUN
easat-9497	69	39	67	67	NUM
easat-9497	69	40	24.3	24.3	NUM
easat-9497	69	41	55	55	NUM
easat-9497	69	42	and	and	CCONJ
easat-9497	69	43	above	above	ADP
easat-9497	69	44	3	3	NUM
easat-9497	69	45	1.1	1.1	NUM
easat-9497	69	46	total	total	NOUN
easat-9497	69	47	276	276	NUM
easat-9497	69	48	100	100	NUM
easat-9497	69	49	%	%	NOUN
easat-9497	69	50	total	total	NOUN
easat-9497	69	51	276	276	NUM
easat-9497	69	52	100	100	NUM
easat-9497	69	53	%	%	NOUN
easat-9497	69	54	------	------	PUNCT
easat-9497	69	55	gender	gender	NOUN
easat-9497	69	56	sector	sector	NOUN
easat-9497	69	57	category	category	NOUN
easat-9497	69	58	frequency	frequency	NOUN
easat-9497	69	59	percentage	percentage	NOUN
easat-9497	69	60	category	category	NOUN
easat-9497	69	61	frequency	frequency	NOUN
easat-9497	69	62	percentage	percentage	NOUN
easat-9497	69	63	male	male	NOUN
easat-9497	69	64	234	234	NUM
easat-9497	69	65	84.8	84.8	NUM
easat-9497	69	66	public	public	ADJ
easat-9497	69	67	87	87	NUM
easat-9497	69	68	31.5	31.5	NUM
easat-9497	69	69	female	female	NOUN
easat-9497	69	70	42	42	NUM
easat-9497	69	71	15.2	15.2	NUM
easat-9497	69	72	private	private	ADJ
easat-9497	69	73	189	189	NUM
easat-9497	69	74	68.5	68.5	NUM
easat-9497	69	75	total	total	NOUN
easat-9497	69	76	276	276	NUM
easat-9497	69	77	100	100	NUM
easat-9497	69	78	%	%	NOUN
easat-9497	69	79	total	total	NOUN
easat-9497	69	80	276	276	NUM
easat-9497	69	81	100	100	NUM
easat-9497	69	82	%	%	NOUN
easat-9497	69	83	work	work	NOUN
easat-9497	69	84	status	status	NOUN
easat-9497	69	85	experience	experience	NOUN
easat-9497	69	86	in	in	ADP
easat-9497	69	87	digital	digital	ADJ
easat-9497	69	88	transformation	transformation	NOUN
easat-9497	69	89	category	category	NOUN
easat-9497	69	90	frequency	frequency	NOUN
easat-9497	69	91	percentage	percentage	NOUN
easat-9497	69	92	category	category	NOUN
easat-9497	69	93	frequency	frequency	NOUN
easat-9497	69	94	percentage	percentage	NOUN
easat-9497	69	95	managerial	managerial	NOUN
easat-9497	69	96	246	246	NUM
easat-9497	69	97	89.1	89.1	NUM
easat-9497	69	98	2	2	NUM
easat-9497	69	99	years	year	NOUN
easat-9497	69	100	6	6	NUM
easat-9497	69	101	2.2	2.2	NUM
easat-9497	69	102	non	non	ADJ
easat-9497	69	103	-	-	ADJ
easat-9497	69	104	managerial	managerial	ADJ
easat-9497	69	105	30	30	NUM
easat-9497	69	106	10.9	10.9	NUM
easat-9497	69	107	2–5	2–5	PROPN
easat-9497	69	108	years	year	NOUN
easat-9497	69	109	95	95	NUM
easat-9497	69	110	34.4	34.4	NUM
easat-9497	69	111	total	total	NOUN
easat-9497	69	112	276	276	NUM
easat-9497	69	113	100	100	NUM
easat-9497	69	114	%	%	NOUN
easat-9497	69	115	6–10	6–10	NOUN
easat-9497	69	116	years	year	NOUN
easat-9497	69	117	134	134	NUM
easat-9497	69	118	48.6	48.6	NUM
easat-9497	69	119	------+10	------+10	PROPN
easat-9497	69	120	years	year	NOUN
easat-9497	69	121	41	41	NUM
easat-9497	69	122	14.9	14.9	NUM
easat-9497	69	123	------total	------total	PROPN
easat-9497	69	124	276	276	NUM
easat-9497	69	125	100	100	NUM
easat-9497	69	126	%	%	NOUN
easat-9497	69	127	944	944	NUM
easat-9497	69	128	edelweiss	edelweiss	PROPN
easat-9497	69	129	applied	apply	VERB
easat-9497	69	130	science	science	NOUN
easat-9497	69	131	and	and	CCONJ
easat-9497	69	132	technology	technology	NOUN
easat-9497	69	133	issn	issn	PROPN
easat-9497	69	134	:	:	PUNCT
easat-9497	69	135	2576	2576	NUM
easat-9497	69	136	-	-	SYM
easat-9497	69	137	8484	8484	NUM
easat-9497	69	138	vol	vol	NOUN
easat-9497	69	139	.	.	PROPN
easat-9497	70	1	9	9	NUM
easat-9497	70	2	,	,	PUNCT
easat-9497	70	3	no	no	INTJ
easat-9497	70	4	.	.	NOUN
easat-9497	70	5	8	8	NUM
easat-9497	70	6	:	:	SYM
easat-9497	70	7	940	940	NUM
easat-9497	70	8	-	-	SYM
easat-9497	70	9	950	950	NUM
easat-9497	70	10	,	,	PUNCT
easat-9497	70	11	2025	2025	NUM
easat-9497	70	12	doi	doi	NOUN
easat-9497	70	13	:	:	PUNCT
easat-9497	70	14	10.55214/2576	10.55214/2576	NUM
easat-9497	70	15	-	-	PUNCT
easat-9497	70	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	70	17	©	©	ADP
easat-9497	70	18	2025	2025	NUM
easat-9497	70	19	by	by	ADP
easat-9497	70	20	the	the	DET
easat-9497	70	21	authors	author	NOUN
easat-9497	70	22	;	;	PUNCT
easat-9497	70	23	licensee	licensee	PROPN
easat-9497	70	24	learning	learn	VERB
easat-9497	70	25	gate	gate	VERB
easat-9497	70	26	descriptive	descriptive	ADJ
easat-9497	70	27	statistics	statistic	NOUN
easat-9497	70	28	,	,	PUNCT
easat-9497	70	29	table	table	NOUN
easat-9497	70	30	2	2	NUM
easat-9497	70	31	facilitated	facilitate	VERB
easat-9497	70	32	information	information	NOUN
easat-9497	70	33	about	about	ADP
easat-9497	70	34	the	the	DET
easat-9497	70	35	general	general	ADJ
easat-9497	70	36	patterns	pattern	NOUN
easat-9497	70	37	and	and	CCONJ
easat-9497	70	38	perspectives	perspective	NOUN
easat-9497	70	39	of	of	ADP
easat-9497	70	40	respondents	respondent	NOUN
easat-9497	70	41	on	on	ADP
easat-9497	70	42	the	the	DET
easat-9497	70	43	primary	primary	ADJ
easat-9497	70	44	concepts	concept	NOUN
easat-9497	70	45	being	be	AUX
easat-9497	70	46	studied	study	VERB
easat-9497	70	47	.	.	PUNCT
easat-9497	71	1	the	the	DET
easat-9497	71	2	item	item	NOUN
easat-9497	71	3	"	"	PUNCT
easat-9497	71	4	business	business	NOUN
easat-9497	71	5	analysis	analysis	NOUN
easat-9497	71	6	in	in	ADP
easat-9497	71	7	digital	digital	ADJ
easat-9497	71	8	transformation	transformation	NOUN
easat-9497	71	9	"	"	PUNCT
easat-9497	71	10	achieved	achieve	VERB
easat-9497	71	11	the	the	DET
easat-9497	71	12	highest	high	ADJ
easat-9497	71	13	means	mean	NOUN
easat-9497	71	14	of	of	ADP
easat-9497	71	15	4.01	4.01	NUM
easat-9497	71	16	with	with	ADP
easat-9497	71	17	a	a	DET
easat-9497	71	18	standard	standard	ADJ
easat-9497	71	19	deviation	deviation	NOUN
easat-9497	71	20	of	of	ADP
easat-9497	71	21	3.00	3.00	NUM
easat-9497	71	22	,	,	PUNCT
easat-9497	71	23	clearly	clearly	ADV
easat-9497	71	24	showing	show	VERB
easat-9497	71	25	that	that	SCONJ
easat-9497	71	26	the	the	DET
easat-9497	71	27	respondents	respondent	NOUN
easat-9497	71	28	strongly	strongly	ADV
easat-9497	71	29	believe	believe	VERB
easat-9497	71	30	that	that	SCONJ
easat-9497	71	31	business	business	NOUN
easat-9497	71	32	analysis	analysis	NOUN
easat-9497	71	33	is	be	AUX
easat-9497	71	34	an	an	DET
easat-9497	71	35	essential	essential	ADJ
easat-9497	71	36	enabler	enabler	NOUN
easat-9497	71	37	of	of	ADP
easat-9497	71	38	digital	digital	ADJ
easat-9497	71	39	transformation	transformation	NOUN
easat-9497	71	40	efficiency	efficiency	NOUN
easat-9497	71	41	.	.	PUNCT
easat-9497	72	1	"	"	PUNCT
easat-9497	72	2	ai	ai	VERB
easat-9497	72	3	-	-	PUNCT
easat-9497	72	4	enabled	enable	VERB
easat-9497	72	5	insights	insight	NOUN
easat-9497	72	6	in	in	ADP
easat-9497	72	7	decision	decision	NOUN
easat-9497	72	8	-	-	PUNCT
easat-9497	72	9	making	making	NOUN
easat-9497	72	10	"	"	PUNCT
easat-9497	72	11	in	in	ADP
easat-9497	72	12	close	close	ADJ
easat-9497	72	13	collaboration	collaboration	NOUN
easat-9497	72	14	with	with	ADP
easat-9497	72	15	a	a	DET
easat-9497	72	16	mean	mean	NOUN
easat-9497	72	17	of	of	ADP
easat-9497	72	18	3.83	3.83	NUM
easat-9497	72	19	and	and	CCONJ
easat-9497	72	20	a	a	DET
easat-9497	72	21	standard	standard	ADJ
easat-9497	72	22	deviation	deviation	NOUN
easat-9497	72	23	of	of	ADP
easat-9497	72	24	2.09	2.09	NUM
easat-9497	72	25	instilled	instill	VERB
easat-9497	72	26	a	a	DET
easat-9497	72	27	clear	clear	ADJ
easat-9497	72	28	recognition	recognition	NOUN
easat-9497	72	29	among	among	ADP
easat-9497	72	30	respondents	respondent	NOUN
easat-9497	72	31	of	of	ADP
easat-9497	72	32	the	the	DET
easat-9497	72	33	significance	significance	NOUN
easat-9497	72	34	of	of	ADP
easat-9497	72	35	integrating	integrate	VERB
easat-9497	72	36	ai	ai	VERB
easat-9497	72	37	-	-	PUNCT
easat-9497	72	38	driven	drive	VERB
easat-9497	72	39	insights	insight	NOUN
easat-9497	72	40	in	in	ADP
easat-9497	72	41	strategic	strategic	ADJ
easat-9497	72	42	and	and	CCONJ
easat-9497	72	43	operational	operational	ADJ
easat-9497	72	44	decision	decision	NOUN
easat-9497	72	45	-	-	PUNCT
easat-9497	72	46	making	making	NOUN
easat-9497	72	47	.	.	PUNCT
easat-9497	73	1	the	the	DET
easat-9497	73	2	"	"	PUNCT
easat-9497	73	3	role	role	NOUN
easat-9497	73	4	of	of	ADP
easat-9497	73	5	data	datum	NOUN
easat-9497	73	6	analytics	analytic	NOUN
easat-9497	73	7	in	in	ADP
easat-9497	73	8	digital	digital	ADJ
easat-9497	73	9	transformation	transformation	NOUN
easat-9497	73	10	"	"	PUNCT
easat-9497	73	11	yielded	yield	VERB
easat-9497	73	12	a	a	DET
easat-9497	73	13	slightly	slightly	ADV
easat-9497	73	14	lower	low	ADJ
easat-9497	73	15	mean	mean	ADJ
easat-9497	73	16	score	score	NOUN
easat-9497	73	17	of	of	ADP
easat-9497	73	18	3.56	3.56	NUM
easat-9497	73	19	with	with	ADP
easat-9497	73	20	a	a	DET
easat-9497	73	21	standard	standard	ADJ
easat-9497	73	22	deviation	deviation	NOUN
easat-9497	73	23	of	of	ADP
easat-9497	73	24	2.74	2.74	NUM
easat-9497	73	25	but	but	CCONJ
easat-9497	73	26	indicated	indicate	VERB
easat-9497	73	27	a	a	DET
easat-9497	73	28	positive	positive	ADJ
easat-9497	73	29	public	public	ADJ
easat-9497	73	30	sentiment	sentiment	NOUN
easat-9497	73	31	towards	towards	ADP
easat-9497	73	32	the	the	DET
easat-9497	73	33	importance	importance	NOUN
easat-9497	73	34	of	of	ADP
easat-9497	73	35	analytics	analytic	NOUN
easat-9497	73	36	.	.	PUNCT
easat-9497	74	1	table	table	NOUN
easat-9497	74	2	2	2	NUM
easat-9497	74	3	.	.	PUNCT
easat-9497	74	4	descriptive	descriptive	ADJ
easat-9497	74	5	statistics	statistic	NOUN
easat-9497	74	6	of	of	ADP
easat-9497	74	7	all	all	DET
easat-9497	74	8	the	the	DET
easat-9497	74	9	latent	latent	NOUN
easat-9497	74	10	variables	variable	NOUN
easat-9497	74	11	(	(	PUNCT
easat-9497	74	12	n=	n=	ADJ
easat-9497	74	13	276	276	NUM
easat-9497	74	14	)	)	PUNCT
easat-9497	74	15	.	.	PUNCT
easat-9497	75	1	constructs	construct	NOUN
easat-9497	75	2	mean	mean	VERB
easat-9497	75	3	(	(	PUNCT
easat-9497	75	4	likert	likert	NOUN
easat-9497	75	5	1	1	NUM
easat-9497	75	6	-	-	SYM
easat-9497	75	7	5	5	NUM
easat-9497	75	8	)	)	PUNCT
easat-9497	75	9	standard	standard	ADJ
easat-9497	75	10	deviation	deviation	NOUN
easat-9497	75	11	(	(	PUNCT
easat-9497	75	12	likert	likert	NOUN
easat-9497	75	13	1	1	NUM
easat-9497	75	14	-	-	SYM
easat-9497	75	15	5	5	NUM
easat-9497	75	16	)	)	PUNCT
easat-9497	75	17	business	business	NOUN
easat-9497	75	18	analysis	analysis	NOUN
easat-9497	75	19	in	in	ADP
easat-9497	75	20	digital	digital	ADJ
easat-9497	75	21	transformation	transformation	NOUN
easat-9497	75	22	4.01	4.01	NUM
easat-9497	75	23	3.00	3.00	NUM
easat-9497	75	24	ai	ai	NOUN
easat-9497	75	25	-	-	PUNCT
easat-9497	75	26	enabled	enable	VERB
easat-9497	75	27	insights	insight	NOUN
easat-9497	75	28	into	into	ADP
easat-9497	75	29	decision	decision	NOUN
easat-9497	75	30	-	-	PUNCT
easat-9497	75	31	making	make	VERB
easat-9497	75	32	3.83	3.83	NUM
easat-9497	75	33	2.09	2.09	NUM
easat-9497	75	34	role	role	NOUN
easat-9497	75	35	of	of	ADP
easat-9497	75	36	data	datum	NOUN
easat-9497	75	37	analytics	analytic	NOUN
easat-9497	75	38	in	in	ADP
easat-9497	75	39	digital	digital	ADJ
easat-9497	75	40	transformation	transformation	NOUN
easat-9497	75	41	3.56	3.56	NUM
easat-9497	75	42	2.74	2.74	NUM
easat-9497	75	43	digital	digital	ADJ
easat-9497	75	44	transformation	transformation	NOUN
easat-9497	75	45	success	success	NOUN
easat-9497	75	46	3.78	3.78	NUM
easat-9497	75	47	2.10	2.10	NUM
easat-9497	75	48	the	the	DET
easat-9497	75	49	analysis	analysis	NOUN
easat-9497	75	50	of	of	ADP
easat-9497	75	51	reliability	reliability	NOUN
easat-9497	75	52	and	and	CCONJ
easat-9497	75	53	validity	validity	NOUN
easat-9497	75	54	of	of	ADP
easat-9497	75	55	the	the	DET
easat-9497	75	56	latent	latent	NOUN
easat-9497	75	57	constructs	construct	NOUN
easat-9497	75	58	in	in	ADP
easat-9497	75	59	table	table	NOUN
easat-9497	75	60	3	3	NUM
easat-9497	75	61	demonstrated	demonstrate	VERB
easat-9497	75	62	strong	strong	ADJ
easat-9497	75	63	internal	internal	ADJ
easat-9497	75	64	consistency	consistency	NOUN
easat-9497	75	65	and	and	CCONJ
easat-9497	75	66	convergent	convergent	NOUN
easat-9497	75	67	validity	validity	NOUN
easat-9497	75	68	in	in	ADP
easat-9497	75	69	all	all	DET
easat-9497	75	70	the	the	DET
easat-9497	75	71	variables	variable	NOUN
easat-9497	75	72	that	that	PRON
easat-9497	75	73	were	be	AUX
easat-9497	75	74	assessed	assess	VERB
easat-9497	75	75	.	.	PUNCT
easat-9497	76	1	the	the	DET
easat-9497	76	2	values	value	NOUN
easat-9497	76	3	of	of	ADP
easat-9497	76	4	cronbach	cronbach	ADJ
easat-9497	76	5	alpha	alpha	NOUN
easat-9497	76	6	exceeded	exceed	VERB
easat-9497	76	7	the	the	DET
easat-9497	76	8	suggested	suggest	VERB
easat-9497	76	9	value	value	NOUN
easat-9497	76	10	of	of	ADP
easat-9497	76	11	0.70	0.70	NUM
easat-9497	76	12	for	for	ADP
easat-9497	76	13	all	all	DET
easat-9497	76	14	constructs	construct	NOUN
easat-9497	76	15	and	and	CCONJ
easat-9497	76	16	ranged	range	VERB
easat-9497	76	17	between	between	ADP
easat-9497	76	18	0.79	0.79	NUM
easat-9497	76	19	(	(	PUNCT
easat-9497	76	20	"	"	PUNCT
easat-9497	76	21	role	role	NOUN
easat-9497	76	22	of	of	ADP
easat-9497	76	23	data	datum	NOUN
easat-9497	76	24	analytics	analytic	NOUN
easat-9497	76	25	"	"	PUNCT
easat-9497	76	26	)	)	PUNCT
easat-9497	76	27	and	and	CCONJ
easat-9497	76	28	0.89	0.89	NUM
easat-9497	76	29	(	(	PUNCT
easat-9497	76	30	"	"	PUNCT
easat-9497	76	31	digital	digital	ADJ
easat-9497	76	32	transformation	transformation	NOUN
easat-9497	76	33	success	success	NOUN
easat-9497	76	34	"	"	PUNCT
easat-9497	76	35	)	)	PUNCT
easat-9497	76	36	,	,	PUNCT
easat-9497	76	37	which	which	PRON
easat-9497	76	38	indicates	indicate	VERB
easat-9497	76	39	the	the	DET
easat-9497	76	40	high	high	ADJ
easat-9497	76	41	reliability	reliability	NOUN
easat-9497	76	42	of	of	ADP
easat-9497	76	43	the	the	DET
easat-9497	76	44	measurement	measurement	NOUN
easat-9497	76	45	items	item	NOUN
easat-9497	76	46	.	.	PUNCT
easat-9497	77	1	on	on	ADP
easat-9497	77	2	the	the	DET
easat-9497	77	3	same	same	ADJ
easat-9497	77	4	note	note	NOUN
easat-9497	77	5	,	,	PUNCT
easat-9497	77	6	the	the	DET
easat-9497	77	7	composite	composite	ADJ
easat-9497	77	8	reliability	reliability	NOUN
easat-9497	77	9	(	(	PUNCT
easat-9497	77	10	rho_a	rho_a	NOUN
easat-9497	77	11	and	and	CCONJ
easat-9497	77	12	rho_c	rho_c	NOUN
easat-9497	77	13	)	)	PUNCT
easat-9497	77	14	values	value	NOUN
easat-9497	77	15	were	be	AUX
easat-9497	77	16	also	also	ADV
easat-9497	77	17	all	all	PRON
easat-9497	77	18	above	above	ADP
easat-9497	77	19	0.8	0.8	NUM
easat-9497	77	20	,	,	PUNCT
easat-9497	77	21	which	which	PRON
easat-9497	77	22	further	far	ADV
easat-9497	77	23	enhanced	enhance	VERB
easat-9497	77	24	the	the	DET
easat-9497	77	25	consistency	consistency	NOUN
easat-9497	77	26	of	of	ADP
easat-9497	77	27	the	the	DET
easat-9497	77	28	constructs	construct	NOUN
easat-9497	77	29	in	in	ADP
easat-9497	77	30	measuring	measure	VERB
easat-9497	77	31	their	their	PRON
easat-9497	77	32	intended	intend	VERB
easat-9497	77	33	dimensions	dimension	NOUN
easat-9497	77	34	.	.	PUNCT
easat-9497	78	1	the	the	DET
easat-9497	78	2	values	value	NOUN
easat-9497	78	3	of	of	ADP
easat-9497	78	4	average	average	ADJ
easat-9497	78	5	variance	variance	NOUN
easat-9497	78	6	extracted	extract	VERB
easat-9497	78	7	(	(	PUNCT
easat-9497	78	8	ave	ave	NOUN
easat-9497	78	9	)	)	PUNCT
easat-9497	78	10	surpassed	surpass	VERB
easat-9497	78	11	0.7	0.7	NUM
easat-9497	78	12	in	in	ADP
easat-9497	78	13	all	all	DET
easat-9497	78	14	constructs	construct	NOUN
easat-9497	78	15	,	,	PUNCT
easat-9497	78	16	which	which	PRON
easat-9497	78	17	indicated	indicate	VERB
easat-9497	78	18	that	that	SCONJ
easat-9497	78	19	the	the	DET
easat-9497	78	20	latent	latent	NOUN
easat-9497	78	21	variables	variable	VERB
easat-9497	78	22	,	,	PUNCT
easat-9497	78	23	but	but	CCONJ
easat-9497	78	24	not	not	PART
easat-9497	78	25	the	the	DET
easat-9497	78	26	error	error	NOUN
easat-9497	78	27	,	,	PUNCT
easat-9497	78	28	accounted	account	VERB
easat-9497	78	29	for	for	ADP
easat-9497	78	30	the	the	DET
easat-9497	78	31	majority	majority	NOUN
easat-9497	78	32	of	of	ADP
easat-9497	78	33	variance	variance	NOUN
easat-9497	78	34	and	and	CCONJ
easat-9497	78	35	,	,	PUNCT
easat-9497	78	36	therefore	therefore	ADV
easat-9497	78	37	,	,	PUNCT
easat-9497	78	38	met	meet	VERB
easat-9497	78	39	the	the	DET
easat-9497	78	40	requirements	requirement	NOUN
easat-9497	78	41	of	of	ADP
easat-9497	78	42	convergent	convergent	NOUN
easat-9497	78	43	validity	validity	NOUN
easat-9497	78	44	.	.	PUNCT
easat-9497	79	1	the	the	DET
easat-9497	79	2	values	value	NOUN
easat-9497	79	3	of	of	ADP
easat-9497	79	4	the	the	DET
easat-9497	79	5	collinearity	collinearity	NOUN
easat-9497	79	6	matrix	matrix	NOUN
easat-9497	79	7	were	be	AUX
easat-9497	79	8	always	always	ADV
easat-9497	79	9	less	less	ADJ
easat-9497	79	10	than	than	ADP
easat-9497	79	11	3.0	3.0	NUM
easat-9497	79	12	,	,	PUNCT
easat-9497	79	13	which	which	PRON
easat-9497	79	14	meant	mean	VERB
easat-9497	79	15	that	that	SCONJ
easat-9497	79	16	the	the	DET
easat-9497	79	17	multicollinearity	multicollinearity	NOUN
easat-9497	79	18	was	be	AUX
easat-9497	79	19	not	not	PART
easat-9497	79	20	a	a	DET
easat-9497	79	21	serious	serious	ADJ
easat-9497	79	22	issue	issue	NOUN
easat-9497	79	23	in	in	ADP
easat-9497	79	24	the	the	DET
easat-9497	79	25	model	model	NOUN
easat-9497	79	26	.	.	PUNCT
easat-9497	80	1	table	table	NOUN
easat-9497	80	2	3	3	NUM
easat-9497	80	3	.	.	PUNCT
easat-9497	80	4	construct	construct	VERB
easat-9497	80	5	reliability	reliability	NOUN
easat-9497	80	6	and	and	CCONJ
easat-9497	80	7	validity	validity	NOUN
easat-9497	80	8	of	of	ADP
easat-9497	80	9	all	all	DET
easat-9497	80	10	the	the	DET
easat-9497	80	11	latent	latent	NOUN
easat-9497	80	12	variables	variable	NOUN
easat-9497	80	13	.	.	PUNCT
easat-9497	81	1	latent	latent	NOUN
easat-9497	81	2	factors	factor	NOUN
easat-9497	81	3	n	n	X
easat-9497	81	4	o	o	NOUN
easat-9497	81	5	.	.	PUNCT
easat-9497	82	1	o	o	X
easat-9497	82	2	f	f	PROPN
easat-9497	82	3	ite	ite	VERB
easat-9497	82	4	m	m	PROPN
easat-9497	82	5	s	s	PROPN
easat-9497	82	6	c	c	X
easat-9497	82	7	ro	ro	X
easat-9497	82	8	n	n	PROPN
easat-9497	82	9	b	b	PROPN
easat-9497	82	10	a	a	DET
easat-9497	82	11	c	c	NOUN
easat-9497	82	12	h	h	NOUN
easat-9497	82	13	’	'	PUNCT
easat-9497	82	14	s	s	VERB
easat-9497	82	15	a	a	DET
easat-9497	82	16	lp	lp	NOUN
easat-9497	82	17	h	h	NOUN
easat-9497	83	1	a	a	DET
easat-9497	83	2	c	c	NOUN
easat-9497	83	3	o	o	NOUN
easat-9497	83	4	m	m	VERB
easat-9497	84	1	p	p	X
easat-9497	84	2	o	o	NOUN
easat-9497	84	3	site	site	NOUN
easat-9497	84	4	r	r	NOUN
easat-9497	84	5	e	e	X
easat-9497	84	6	lia	lia	PROPN
easat-9497	84	7	b	b	PROPN
easat-9497	84	8	ility	ility	PROPN
easat-9497	84	9	(	(	PUNCT
easat-9497	84	10	rh	rh	NOUN
easat-9497	84	11	o	o	NOUN
easat-9497	84	12	_	_	PUNCT
easat-9497	85	1	a	a	PRON
easat-9497	85	2	)	)	PUNCT
easat-9497	86	1	c	c	NOUN
easat-9497	87	1	o	o	NOUN
easat-9497	87	2	m	m	VERB
easat-9497	87	3	p	p	X
easat-9497	87	4	o	o	NOUN
easat-9497	87	5	site	site	NOUN
easat-9497	87	6	r	r	NOUN
easat-9497	87	7	e	e	X
easat-9497	87	8	lia	lia	PROPN
easat-9497	87	9	b	b	PROPN
easat-9497	87	10	ility	ility	PROPN
easat-9497	87	11	(	(	PUNCT
easat-9497	87	12	rh	rh	NOUN
easat-9497	87	13	o	o	NOUN
easat-9497	87	14	_	_	PUNCT
easat-9497	88	1	c	c	X
easat-9497	88	2	)	)	PUNCT
easat-9497	88	3	a	a	DET
easat-9497	88	4	v	v	NOUN
easat-9497	88	5	e	e	NOUN
easat-9497	88	6	ra	ra	NOUN
easat-9497	88	7	g	g	PROPN
easat-9497	88	8	e	e	PROPN
easat-9497	88	9	v	v	ADP
easat-9497	88	10	a	a	DET
easat-9497	88	11	ria	ria	PROPN
easat-9497	88	12	n	n	ADV
easat-9497	88	13	c	c	NOUN
easat-9497	88	14	e	e	X
easat-9497	88	15	e	e	X
easat-9497	88	16	x	x	PROPN
easat-9497	88	17	tra	tra	PROPN
easat-9497	88	18	c	c	NOUN
easat-9497	88	19	te	te	PROPN
easat-9497	88	20	d	d	X
easat-9497	88	21	(	(	PUNCT
easat-9497	88	22	a	a	DET
easat-9497	88	23	v	v	NOUN
easat-9497	88	24	e	e	NOUN
easat-9497	88	25	)	)	PUNCT
easat-9497	89	1	c	c	NOUN
easat-9497	89	2	o	o	NOUN
easat-9497	89	3	llin	llin	PROPN
easat-9497	89	4	e	e	PROPN
easat-9497	89	5	a	a	DET
easat-9497	89	6	rity	rity	NOUN
easat-9497	89	7	m	m	VERB
easat-9497	89	8	a	a	DET
easat-9497	89	9	trix	trix	NOUN
easat-9497	89	10	business	business	NOUN
easat-9497	89	11	analysis	analysis	NOUN
easat-9497	89	12	in	in	ADP
easat-9497	89	13	digital	digital	ADJ
easat-9497	89	14	transformation	transformation	NOUN
easat-9497	89	15	10	10	NUM
easat-9497	89	16	0.80	0.80	NUM
easat-9497	89	17	0.91	0.91	NUM
easat-9497	89	18	0.79	0.79	NUM
easat-9497	89	19	0.78	0.78	NUM
easat-9497	89	20	1.09	1.09	NUM
easat-9497	89	21	ai	ai	ADJ
easat-9497	89	22	-	-	PUNCT
easat-9497	89	23	enabled	enable	VERB
easat-9497	89	24	insights	insight	NOUN
easat-9497	89	25	into	into	ADP
easat-9497	89	26	decision	decision	NOUN
easat-9497	89	27	-	-	PUNCT
easat-9497	89	28	making	make	VERB
easat-9497	89	29	8	8	NUM
easat-9497	89	30	0.89	0.89	NUM
easat-9497	89	31	0.82	0.82	NUM
easat-9497	89	32	0.81	0.81	NUM
easat-9497	89	33	0.83	0.83	NUM
easat-9497	89	34	2.31	2.31	NUM
easat-9497	89	35	role	role	NOUN
easat-9497	89	36	of	of	ADP
easat-9497	89	37	data	datum	NOUN
easat-9497	89	38	analytics	analytic	NOUN
easat-9497	89	39	in	in	ADP
easat-9497	89	40	digital	digital	ADJ
easat-9497	89	41	transformation	transformation	NOUN
easat-9497	89	42	8	8	NUM
easat-9497	89	43	0.79	0.79	NUM
easat-9497	89	44	0.81	0.81	NUM
easat-9497	89	45	0.89	0.89	NUM
easat-9497	89	46	0.86	0.86	NUM
easat-9497	89	47	1.69	1.69	NUM
easat-9497	89	48	digital	digital	ADJ
easat-9497	89	49	transformation	transformation	NOUN
easat-9497	89	50	success	success	NOUN
easat-9497	89	51	8	8	NUM
easat-9497	89	52	0.89	0.89	NUM
easat-9497	89	53	0.89	0.89	NUM
easat-9497	89	54	0.90	0.90	NUM
easat-9497	89	55	0.87	0.87	NUM
easat-9497	89	56	2.57	2.57	NUM
easat-9497	89	57	correlation	correlation	NOUN
easat-9497	89	58	analysis	analysis	NOUN
easat-9497	89	59	in	in	ADP
easat-9497	89	60	table	table	NOUN
easat-9497	89	61	4	4	NUM
easat-9497	89	62	indicated	indicate	VERB
easat-9497	89	63	that	that	SCONJ
easat-9497	89	64	there	there	PRON
easat-9497	89	65	were	be	VERB
easat-9497	89	66	strong	strong	ADJ
easat-9497	89	67	positive	positive	ADJ
easat-9497	89	68	relationships	relationship	NOUN
easat-9497	89	69	among	among	ADP
easat-9497	89	70	the	the	DET
easat-9497	89	71	important	important	ADJ
easat-9497	89	72	latent	latent	NOUN
easat-9497	89	73	variables	variable	NOUN
easat-9497	89	74	.	.	PUNCT
easat-9497	90	1	business	business	NOUN
easat-9497	90	2	analysis	analysis	NOUN
easat-9497	90	3	in	in	ADP
easat-9497	90	4	digital	digital	ADJ
easat-9497	90	5	transformation	transformation	NOUN
easat-9497	90	6	was	be	AUX
easat-9497	90	7	strongly	strongly	ADV
easat-9497	90	8	and	and	CCONJ
easat-9497	90	9	positively	positively	ADV
easat-9497	90	10	correlated	correlate	VERB
easat-9497	90	11	with	with	ADP
easat-9497	90	12	the	the	DET
easat-9497	90	13	role	role	NOUN
easat-9497	90	14	of	of	ADP
easat-9497	90	15	data	datum	NOUN
easat-9497	90	16	analytics	analytic	NOUN
easat-9497	90	17	in	in	ADP
easat-9497	90	18	digital	digital	ADJ
easat-9497	90	19	transformation	transformation	NOUN
easat-9497	90	20	(	(	PUNCT
easat-9497	90	21	r	r	NOUN
easat-9497	90	22	=	=	NOUN
easat-9497	90	23	0.86	0.86	NUM
easat-9497	90	24	)	)	PUNCT
easat-9497	90	25	,	,	PUNCT
easat-9497	90	26	showing	show	VERB
easat-9497	90	27	that	that	SCONJ
easat-9497	90	28	organisations	organisation	NOUN
easat-9497	90	29	that	that	PRON
easat-9497	90	30	focus	focus	VERB
easat-9497	90	31	on	on	ADP
easat-9497	90	32	the	the	DET
easat-9497	90	33	practices	practice	NOUN
easat-9497	90	34	of	of	ADP
easat-9497	90	35	sound	sound	ADJ
easat-9497	90	36	business	business	NOUN
easat-9497	90	37	analysis	analysis	NOUN
easat-9497	90	38	also	also	ADV
easat-9497	90	39	tend	tend	VERB
easat-9497	90	40	to	to	PART
easat-9497	90	41	use	use	VERB
easat-9497	90	42	data	data	NOUN
easat-9497	90	43	analytics	analytic	NOUN
easat-9497	90	44	effectively	effectively	ADV
easat-9497	90	45	.	.	PUNCT
easat-9497	91	1	moreover	moreover	ADV
easat-9497	91	2	,	,	PUNCT
easat-9497	91	3	business	business	NOUN
easat-9497	91	4	analysis	analysis	NOUN
easat-9497	91	5	demonstrated	demonstrate	VERB
easat-9497	91	6	a	a	DET
easat-9497	91	7	partial	partial	ADJ
easat-9497	91	8	correlation	correlation	NOUN
easat-9497	91	9	with	with	ADP
easat-9497	91	10	digital	digital	ADJ
easat-9497	91	11	transformation	transformation	NOUN
easat-9497	91	12	success	success	NOUN
easat-9497	91	13	(	(	PUNCT
easat-9497	91	14	r	r	NOUN
easat-9497	91	15	=	=	SYM
easat-9497	91	16	0.78	0.78	NUM
easat-9497	91	17	)	)	PUNCT
easat-9497	91	18	,	,	PUNCT
easat-9497	91	19	which	which	PRON
easat-9497	91	20	is	be	AUX
easat-9497	91	21	quite	quite	ADV
easat-9497	91	22	significant	significant	ADJ
easat-9497	91	23	and	and	CCONJ
easat-9497	91	24	indicates	indicate	VERB
easat-9497	91	25	the	the	DET
easat-9497	91	26	importance	importance	NOUN
easat-9497	91	27	of	of	ADP
easat-9497	91	28	the	the	DET
easat-9497	91	29	former	former	ADJ
easat-9497	91	30	in	in	ADP
easat-9497	91	31	the	the	DET
easat-9497	91	32	success	success	NOUN
easat-9497	91	33	of	of	ADP
easat-9497	91	34	transformation	transformation	NOUN
easat-9497	91	35	initiatives	initiative	NOUN
easat-9497	91	36	.	.	PUNCT
easat-9497	92	1	likewise	likewise	ADV
easat-9497	92	2	,	,	PUNCT
easat-9497	92	3	"	"	PUNCT
easat-9497	92	4	ai	ai	VERB
easat-9497	92	5	-	-	PUNCT
easat-9497	92	6	enabled	enable	VERB
easat-9497	92	7	insights	insight	NOUN
easat-9497	92	8	in	in	ADP
easat-9497	92	9	decision	decision	NOUN
easat-9497	92	10	-	-	PUNCT
easat-9497	92	11	making	making	NOUN
easat-9497	92	12	"	"	PUNCT
easat-9497	92	13	showed	show	VERB
easat-9497	92	14	a	a	DET
easat-9497	92	15	significant	significant	ADJ
easat-9497	92	16	correlation	correlation	NOUN
easat-9497	92	17	with	with	ADP
easat-9497	92	18	digital	digital	ADJ
easat-9497	92	19	transformation	transformation	NOUN
easat-9497	92	20	success	success	NOUN
easat-9497	92	21	(	(	PUNCT
easat-9497	92	22	r	r	NOUN
easat-9497	92	23	=	=	SYM
easat-9497	92	24	0.81	0.81	NUM
easat-9497	92	25	)	)	PUNCT
easat-9497	92	26	,	,	PUNCT
easat-9497	92	27	implying	imply	VERB
easat-9497	92	28	a	a	DET
easat-9497	92	29	substantial	substantial	ADJ
easat-9497	92	30	positive	positive	ADJ
easat-9497	92	31	influence	influence	NOUN
easat-9497	92	32	of	of	ADP
easat-9497	92	33	945	945	NUM
easat-9497	92	34	edelweiss	edelweiss	PROPN
easat-9497	92	35	applied	apply	VERB
easat-9497	92	36	science	science	NOUN
easat-9497	92	37	and	and	CCONJ
easat-9497	92	38	technology	technology	NOUN
easat-9497	92	39	issn	issn	PROPN
easat-9497	92	40	:	:	PUNCT
easat-9497	92	41	2576	2576	NUM
easat-9497	92	42	-	-	SYM
easat-9497	92	43	8484	8484	NUM
easat-9497	92	44	vol	vol	NOUN
easat-9497	92	45	.	.	PROPN
easat-9497	93	1	9	9	NUM
easat-9497	93	2	,	,	PUNCT
easat-9497	93	3	no	no	INTJ
easat-9497	93	4	.	.	NOUN
easat-9497	93	5	8	8	NUM
easat-9497	93	6	:	:	SYM
easat-9497	93	7	940	940	NUM
easat-9497	93	8	-	-	SYM
easat-9497	93	9	950	950	NUM
easat-9497	93	10	,	,	PUNCT
easat-9497	93	11	2025	2025	NUM
easat-9497	93	12	doi	doi	NOUN
easat-9497	93	13	:	:	PUNCT
easat-9497	93	14	10.55214/2576	10.55214/2576	NUM
easat-9497	93	15	-	-	PUNCT
easat-9497	93	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	93	17	©	©	ADP
easat-9497	93	18	2025	2025	NUM
easat-9497	93	19	by	by	ADP
easat-9497	93	20	the	the	DET
easat-9497	93	21	authors	author	NOUN
easat-9497	93	22	;	;	PUNCT
easat-9497	93	23	licensee	licensee	PROPN
easat-9497	93	24	learning	learning	NOUN
easat-9497	93	25	gate	gate	VERB
easat-9497	93	26	the	the	DET
easat-9497	93	27	involvement	involvement	NOUN
easat-9497	93	28	of	of	ADP
easat-9497	93	29	ai	ai	ADJ
easat-9497	93	30	-	-	PUNCT
easat-9497	93	31	powered	power	VERB
easat-9497	93	32	decision	decision	NOUN
easat-9497	93	33	-	-	PUNCT
easat-9497	93	34	making	making	NOUN
easat-9497	93	35	on	on	ADP
easat-9497	93	36	digital	digital	ADJ
easat-9497	93	37	transformation	transformation	NOUN
easat-9497	93	38	's	's	PART
easat-9497	93	39	success	success	NOUN
easat-9497	93	40	.	.	PUNCT
easat-9497	94	1	besides	besides	SCONJ
easat-9497	94	2	,	,	PUNCT
easat-9497	94	3	the	the	DET
easat-9497	94	4	role	role	NOUN
easat-9497	94	5	of	of	ADP
easat-9497	94	6	data	datum	NOUN
easat-9497	94	7	analytics	analytic	NOUN
easat-9497	94	8	also	also	ADV
easat-9497	94	9	demonstrated	demonstrate	VERB
easat-9497	94	10	a	a	DET
easat-9497	94	11	significant	significant	ADJ
easat-9497	94	12	correlation	correlation	NOUN
easat-9497	94	13	with	with	ADP
easat-9497	94	14	both	both	CCONJ
easat-9497	94	15	ai	ai	AUX
easat-9497	94	16	-	-	PUNCT
easat-9497	94	17	enabled	enable	VERB
easat-9497	94	18	insights	insight	NOUN
easat-9497	94	19	(	(	PUNCT
easat-9497	94	20	r	r	NOUN
easat-9497	94	21	=	=	SYM
easat-9497	94	22	0.78	0.78	NUM
easat-9497	94	23	)	)	PUNCT
easat-9497	94	24	and	and	CCONJ
easat-9497	94	25	digital	digital	ADJ
easat-9497	94	26	transformation	transformation	NOUN
easat-9497	94	27	success	success	NOUN
easat-9497	94	28	(	(	PUNCT
easat-9497	94	29	r	r	NOUN
easat-9497	94	30	=	=	NOUN
easat-9497	94	31	0.77	0.77	NUM
easat-9497	94	32	)	)	PUNCT
easat-9497	94	33	.	.	PUNCT
easat-9497	95	1	the	the	DET
easat-9497	95	2	values	value	NOUN
easat-9497	95	3	of	of	ADP
easat-9497	95	4	r	r	NOUN
easat-9497	95	5	-	-	PUNCT
easat-9497	95	6	squared	square	VERB
easat-9497	95	7	defined	define	VERB
easat-9497	95	8	the	the	DET
easat-9497	95	9	variance	variance	NOUN
easat-9497	95	10	in	in	ADP
easat-9497	95	11	the	the	DET
easat-9497	95	12	dependent	dependent	ADJ
easat-9497	95	13	variables	variable	NOUN
easat-9497	95	14	explained	explain	VERB
easat-9497	95	15	by	by	ADP
easat-9497	95	16	the	the	DET
easat-9497	95	17	independent	independent	ADJ
easat-9497	95	18	variables	variable	NOUN
easat-9497	95	19	included	include	VERB
easat-9497	95	20	as	as	ADP
easat-9497	95	21	part	part	NOUN
easat-9497	95	22	of	of	ADP
easat-9497	95	23	the	the	DET
easat-9497	95	24	model	model	NOUN
easat-9497	95	25	.	.	PUNCT
easat-9497	96	1	ai	ai	AUX
easat-9497	96	2	-	-	PUNCT
easat-9497	96	3	enabled	enable	VERB
easat-9497	96	4	insights	insight	NOUN
easat-9497	96	5	in	in	ADP
easat-9497	96	6	decision	decision	NOUN
easat-9497	96	7	-	-	PUNCT
easat-9497	96	8	making	making	NOUN
easat-9497	96	9	had	have	VERB
easat-9497	96	10	the	the	DET
easat-9497	96	11	highest	high	ADJ
easat-9497	96	12	r	r	NOUN
easat-9497	96	13	-	-	PUNCT
easat-9497	96	14	square	square	ADJ
easat-9497	96	15	(	(	PUNCT
easat-9497	96	16	0.85	0.85	NUM
easat-9497	96	17	)	)	PUNCT
easat-9497	96	18	value	value	NOUN
easat-9497	96	19	,	,	PUNCT
easat-9497	96	20	which	which	PRON
easat-9497	96	21	means	mean	VERB
easat-9497	96	22	that	that	SCONJ
easat-9497	96	23	about	about	ADV
easat-9497	96	24	85.4	85.4	NUM
easat-9497	96	25	percent	percent	NOUN
easat-9497	96	26	of	of	ADP
easat-9497	96	27	its	its	PRON
easat-9497	96	28	variability	variability	NOUN
easat-9497	96	29	is	be	AUX
easat-9497	96	30	explained	explain	VERB
easat-9497	96	31	by	by	ADP
easat-9497	96	32	the	the	DET
easat-9497	96	33	predictors	predictor	NOUN
easat-9497	96	34	,	,	PUNCT
easat-9497	96	35	thus	thus	ADV
easat-9497	96	36	indicating	indicate	VERB
easat-9497	96	37	an	an	DET
easat-9497	96	38	extremely	extremely	ADV
easat-9497	96	39	good	good	ADJ
easat-9497	96	40	model	model	NOUN
easat-9497	96	41	fit	fit	ADJ
easat-9497	96	42	to	to	ADP
easat-9497	96	43	the	the	DET
easat-9497	96	44	ai	ai	VERB
easat-9497	96	45	-	-	PUNCT
easat-9497	96	46	assisted	assist	VERB
easat-9497	96	47	decision	decision	NOUN
easat-9497	96	48	-	-	PUNCT
easat-9497	96	49	making	make	VERB
easat-9497	96	50	processes	process	NOUN
easat-9497	96	51	.	.	PUNCT
easat-9497	97	1	table	table	NOUN
easat-9497	97	2	4	4	NUM
easat-9497	97	3	.	.	PUNCT
easat-9497	97	4	results	result	NOUN
easat-9497	97	5	of	of	ADP
easat-9497	97	6	correlation	correlation	NOUN
easat-9497	97	7	analysis	analysis	NOUN
easat-9497	97	8	.	.	PUNCT
easat-9497	98	1	business	business	NOUN
easat-9497	98	2	analysis	analysis	NOUN
easat-9497	98	3	in	in	ADP
easat-9497	98	4	digital	digital	ADJ
easat-9497	98	5	transformation	transformation	NOUN
easat-9497	98	6	ai	ai	AUX
easat-9497	98	7	-	-	PUNCT
easat-9497	98	8	enabled	enable	VERB
easat-9497	98	9	insights	insight	NOUN
easat-9497	98	10	into	into	ADP
easat-9497	98	11	decisionmaking	decisionmake	VERB
easat-9497	98	12	role	role	NOUN
easat-9497	98	13	of	of	ADP
easat-9497	98	14	data	datum	NOUN
easat-9497	98	15	analytics	analytic	NOUN
easat-9497	98	16	in	in	ADP
easat-9497	98	17	digital	digital	ADJ
easat-9497	98	18	transformation	transformation	NOUN
easat-9497	98	19	digital	digital	ADJ
easat-9497	98	20	transformation	transformation	NOUN
easat-9497	98	21	success	success	NOUN
easat-9497	98	22	business	business	NOUN
easat-9497	98	23	analysis	analysis	NOUN
easat-9497	98	24	in	in	ADP
easat-9497	98	25	digital	digital	ADJ
easat-9497	98	26	transformation	transformation	NOUN
easat-9497	98	27	1	1	NUM
easat-9497	98	28	ai	ai	ADJ
easat-9497	98	29	-	-	PUNCT
easat-9497	98	30	enabled	enable	VERB
easat-9497	98	31	insights	insight	NOUN
easat-9497	98	32	into	into	ADP
easat-9497	98	33	decision	decision	NOUN
easat-9497	98	34	-	-	PUNCT
easat-9497	98	35	making	make	VERB
easat-9497	98	36	0.74	0.74	NUM
easat-9497	98	37	*	*	NOUN
easat-9497	98	38	*	*	SYM
easat-9497	98	39	1	1	NUM
easat-9497	98	40	role	role	NOUN
easat-9497	98	41	of	of	ADP
easat-9497	98	42	data	datum	NOUN
easat-9497	98	43	analytics	analytic	NOUN
easat-9497	98	44	in	in	ADP
easat-9497	98	45	digital	digital	ADJ
easat-9497	98	46	transformation	transformation	NOUN
easat-9497	98	47	0.86	0.86	NUM
easat-9497	98	48	*	*	PUNCT
easat-9497	98	49	*	*	PUNCT
easat-9497	99	1	0.78	0.78	NUM
easat-9497	99	2	*	*	PUNCT
easat-9497	99	3	*	*	SYM
easat-9497	99	4	1	1	NUM
easat-9497	99	5	digital	digital	ADJ
easat-9497	99	6	transformation	transformation	NOUN
easat-9497	99	7	success	success	NOUN
easat-9497	99	8	0.78	0.78	NUM
easat-9497	99	9	*	*	PUNCT
easat-9497	99	10	*	*	PUNCT
easat-9497	99	11	0.81	0.81	NUM
easat-9497	99	12	*	*	PUNCT
easat-9497	99	13	*	*	PUNCT
easat-9497	99	14	0.77	0.77	NUM
easat-9497	99	15	*	*	PUNCT
easat-9497	99	16	*	*	SYM
easat-9497	99	17	1	1	NUM
easat-9497	99	18	note	note	NOUN
easat-9497	99	19	:	:	PUNCT
easat-9497	99	20	*	*	PUNCT
easat-9497	99	21	p	p	X
easat-9497	99	22	<	<	X
easat-9497	99	23	.05	.05	NUM
easat-9497	99	24	,	,	PUNCT
easat-9497	99	25	*	*	PUNCT
easat-9497	99	26	*	*	PUNCT
easat-9497	99	27	p	p	X
easat-9497	99	28	<	<	X
easat-9497	99	29	.01	.01	NUM
easat-9497	99	30	,	,	PUNCT
easat-9497	99	31	cronbach	cronbach	VERB
easat-9497	99	32	’s	’s	PART
easat-9497	99	33	alpha	alpha	NOUN
easat-9497	99	34	italicised	italicise	VERB
easat-9497	99	35	along	along	ADP
easat-9497	99	36	the	the	DET
easat-9497	99	37	diagonal	diagonal	ADJ
easat-9497	99	38	.	.	PUNCT
easat-9497	99	39	table	table	NOUN
easat-9497	99	40	5	5	NUM
easat-9497	99	41	displayed	display	VERB
easat-9497	99	42	the	the	DET
easat-9497	99	43	high	high	ADJ
easat-9497	99	44	r	r	NOUN
easat-9497	99	45	-	-	PUNCT
easat-9497	99	46	square	square	ADJ
easat-9497	99	47	value	value	NOUN
easat-9497	99	48	of	of	ADP
easat-9497	99	49	0.84	0.84	NUM
easat-9497	99	50	,	,	PUNCT
easat-9497	99	51	also	also	ADV
easat-9497	99	52	emerged	emerge	VERB
easat-9497	99	53	in	in	ADP
easat-9497	99	54	"	"	PUNCT
easat-9497	99	55	digital	digital	ADJ
easat-9497	99	56	transformation	transformation	NOUN
easat-9497	99	57	success	success	NOUN
easat-9497	99	58	"	"	PUNCT
easat-9497	99	59	,	,	PUNCT
easat-9497	99	60	which	which	PRON
easat-9497	99	61	implies	imply	VERB
easat-9497	99	62	that	that	SCONJ
easat-9497	99	63	business	business	NOUN
easat-9497	99	64	analysis	analysis	NOUN
easat-9497	99	65	,	,	PUNCT
easat-9497	99	66	ai	ai	VERB
easat-9497	99	67	-	-	PUNCT
easat-9497	99	68	enabled	enable	VERB
easat-9497	99	69	insights	insight	NOUN
easat-9497	99	70	,	,	PUNCT
easat-9497	99	71	and	and	CCONJ
easat-9497	99	72	data	datum	NOUN
easat-9497	99	73	analytics	analytic	NOUN
easat-9497	99	74	jointly	jointly	ADV
easat-9497	99	75	explain	explain	VERB
easat-9497	99	76	84.3	84.3	NUM
easat-9497	99	77	%	%	NOUN
easat-9497	99	78	of	of	ADP
easat-9497	99	79	its	its	PRON
easat-9497	99	80	variance	variance	NOUN
easat-9497	99	81	.	.	PUNCT
easat-9497	100	1	this	this	PRON
easat-9497	100	2	clearly	clearly	ADV
easat-9497	100	3	emphasises	emphasise	VERB
easat-9497	100	4	the	the	DET
easat-9497	100	5	collective	collective	ADJ
easat-9497	100	6	roles	role	NOUN
easat-9497	100	7	these	these	DET
easat-9497	100	8	three	three	NUM
easat-9497	100	9	enablers	enabler	NOUN
easat-9497	100	10	play	play	VERB
easat-9497	100	11	in	in	ADP
easat-9497	100	12	the	the	DET
easat-9497	100	13	success	success	NOUN
easat-9497	100	14	of	of	ADP
easat-9497	100	15	digital	digital	ADJ
easat-9497	100	16	transformation	transformation	NOUN
easat-9497	100	17	initiative	initiative	NOUN
easat-9497	100	18	implementations	implementation	NOUN
easat-9497	100	19	.	.	PUNCT
easat-9497	101	1	likewise	likewise	ADV
easat-9497	101	2	,	,	PUNCT
easat-9497	101	3	business	business	NOUN
easat-9497	101	4	analysis	analysis	NOUN
easat-9497	101	5	in	in	ADP
easat-9497	101	6	digital	digital	ADJ
easat-9497	101	7	transformation	transformation	NOUN
easat-9497	101	8	and	and	CCONJ
easat-9497	101	9	role	role	NOUN
easat-9497	101	10	of	of	ADP
easat-9497	101	11	data	datum	NOUN
easat-9497	101	12	analytics	analytic	NOUN
easat-9497	101	13	in	in	ADP
easat-9497	101	14	digital	digital	ADJ
easat-9497	101	15	transformation	transformation	NOUN
easat-9497	101	16	showed	show	VERB
easat-9497	101	17	excellent	excellent	ADJ
easat-9497	101	18	r	r	NOUN
easat-9497	101	19	-	-	PUNCT
easat-9497	101	20	square	square	ADJ
easat-9497	101	21	values	value	NOUN
easat-9497	101	22	of	of	ADP
easat-9497	101	23	0.75	0.75	NUM
easat-9497	101	24	and	and	CCONJ
easat-9497	101	25	0.72	0.72	NUM
easat-9497	101	26	,	,	PUNCT
easat-9497	101	27	respectively	respectively	ADV
easat-9497	101	28	,	,	PUNCT
easat-9497	101	29	which	which	PRON
easat-9497	101	30	means	mean	VERB
easat-9497	101	31	that	that	SCONJ
easat-9497	101	32	more	more	ADJ
easat-9497	101	33	than	than	ADP
easat-9497	101	34	70	70	NUM
easat-9497	101	35	percent	percent	NOUN
easat-9497	101	36	variability	variability	NOUN
easat-9497	101	37	in	in	ADP
easat-9497	101	38	these	these	DET
easat-9497	101	39	constructs	construct	NOUN
easat-9497	101	40	is	be	AUX
easat-9497	101	41	clarified	clarify	VERB
easat-9497	101	42	in	in	ADP
easat-9497	101	43	the	the	DET
easat-9497	101	44	model	model	NOUN
easat-9497	101	45	.	.	PUNCT
easat-9497	102	1	the	the	DET
easat-9497	102	2	values	value	NOUN
easat-9497	102	3	of	of	ADP
easat-9497	102	4	adjusted	adjust	VERB
easat-9497	102	5	r	r	NOUN
easat-9497	102	6	-	-	PUNCT
easat-9497	102	7	square	square	NOUN
easat-9497	102	8	were	be	AUX
easat-9497	102	9	slightly	slightly	ADV
easat-9497	102	10	lower	low	ADJ
easat-9497	102	11	but	but	CCONJ
easat-9497	102	12	still	still	ADV
easat-9497	102	13	closely	closely	ADV
easat-9497	102	14	located	locate	VERB
easat-9497	102	15	near	near	ADP
easat-9497	102	16	the	the	DET
easat-9497	102	17	r	r	NOUN
easat-9497	102	18	-	-	PUNCT
easat-9497	102	19	square	square	ADJ
easat-9497	102	20	values	value	NOUN
easat-9497	102	21	,	,	PUNCT
easat-9497	102	22	which	which	PRON
easat-9497	102	23	indicated	indicate	VERB
easat-9497	102	24	that	that	SCONJ
easat-9497	102	25	the	the	DET
easat-9497	102	26	number	number	NOUN
easat-9497	102	27	of	of	ADP
easat-9497	102	28	predictors	predictor	NOUN
easat-9497	102	29	did	do	AUX
easat-9497	102	30	not	not	PART
easat-9497	102	31	substantially	substantially	ADV
easat-9497	102	32	reduce	reduce	VERB
easat-9497	102	33	the	the	DET
easat-9497	102	34	explanatory	explanatory	ADJ
easat-9497	102	35	power	power	NOUN
easat-9497	102	36	of	of	ADP
easat-9497	102	37	the	the	DET
easat-9497	102	38	model	model	NOUN
easat-9497	102	39	.	.	PUNCT
easat-9497	103	1	badt	badt	PROPN
easat-9497	103	2	*	*	PUNCT
easat-9497	103	3	business	business	NOUN
easat-9497	103	4	analysis	analysis	NOUN
easat-9497	103	5	in	in	ADP
easat-9497	103	6	digital	digital	ADJ
easat-9497	103	7	transformation	transformation	NOUN
easat-9497	103	8	;	;	PUNCT
easat-9497	103	9	aedm	aedm	PROPN
easat-9497	103	10	*	*	VERB
easat-9497	103	11	ai	ai	ADJ
easat-9497	103	12	-	-	PUNCT
easat-9497	103	13	enabled	enable	VERB
easat-9497	103	14	insights	insight	NOUN
easat-9497	103	15	in	in	ADP
easat-9497	103	16	decision	decision	NOUN
easat-9497	103	17	-	-	PUNCT
easat-9497	103	18	making	making	NOUN
easat-9497	103	19	;	;	PUNCT
easat-9497	103	20	dadt	dadt	ADJ
easat-9497	103	21	*	*	ADJ
easat-9497	103	22	role	role	NOUN
easat-9497	103	23	of	of	ADP
easat-9497	103	24	data	datum	NOUN
easat-9497	103	25	analytics	analytic	NOUN
easat-9497	103	26	in	in	ADP
easat-9497	103	27	digital	digital	ADJ
easat-9497	103	28	transformation	transformation	NOUN
easat-9497	103	29	;	;	PUNCT
easat-9497	103	30	dts	dts	PROPN
easat-9497	103	31	*	*	VERB
easat-9497	103	32	digital	digital	ADJ
easat-9497	103	33	transformation	transformation	NOUN
easat-9497	103	34	success	success	NOUN
easat-9497	103	35	.	.	PUNCT
easat-9497	104	1	table	table	NOUN
easat-9497	104	2	5	5	NUM
easat-9497	104	3	.	.	PUNCT
easat-9497	105	1	r	r	X
easat-9497	105	2	-	-	PUNCT
easat-9497	105	3	square	square	ADJ
easat-9497	105	4	values	value	NOUN
easat-9497	105	5	of	of	ADP
easat-9497	105	6	all	all	DET
easat-9497	105	7	latent	latent	NOUN
easat-9497	105	8	variables	variable	NOUN
easat-9497	105	9	.	.	PUNCT
easat-9497	106	1	variable	variable	ADJ
easat-9497	106	2	r	r	NOUN
easat-9497	106	3	-	-	PUNCT
easat-9497	106	4	square	square	ADJ
easat-9497	106	5	adjusted	adjusted	ADJ
easat-9497	106	6	r	r	NOUN
easat-9497	106	7	-	-	PUNCT
easat-9497	106	8	square	square	ADJ
easat-9497	106	9	business	business	NOUN
easat-9497	106	10	analysis	analysis	NOUN
easat-9497	106	11	in	in	ADP
easat-9497	106	12	digital	digital	ADJ
easat-9497	106	13	transformation	transformation	NOUN
easat-9497	106	14	0.75	0.75	NUM
easat-9497	106	15	0.74	0.74	NUM
easat-9497	106	16	ai	ai	ADJ
easat-9497	106	17	-	-	PUNCT
easat-9497	106	18	enabled	enable	VERB
easat-9497	106	19	insights	insight	NOUN
easat-9497	106	20	into	into	ADP
easat-9497	106	21	decision	decision	NOUN
easat-9497	106	22	-	-	PUNCT
easat-9497	106	23	making	make	VERB
easat-9497	106	24	0.85	0.85	NUM
easat-9497	106	25	0.77	0.77	NUM
easat-9497	106	26	role	role	NOUN
easat-9497	106	27	of	of	ADP
easat-9497	106	28	data	datum	NOUN
easat-9497	106	29	analytics	analytic	NOUN
easat-9497	106	30	in	in	ADP
easat-9497	106	31	digital	digital	ADJ
easat-9497	106	32	transformation	transformation	NOUN
easat-9497	106	33	0.72	0.72	NUM
easat-9497	106	34	0.71	0.71	NUM
easat-9497	106	35	digital	digital	ADJ
easat-9497	106	36	transformation	transformation	NOUN
easat-9497	106	37	success	success	NOUN
easat-9497	106	38	0.84	0.84	NUM
easat-9497	106	39	0.84	0.84	NUM
easat-9497	106	40	the	the	DET
easat-9497	106	41	results	result	NOUN
easat-9497	106	42	of	of	ADP
easat-9497	106	43	hypothesis	hypothesis	NOUN
easat-9497	106	44	testing	testing	NOUN
easat-9497	106	45	in	in	ADP
easat-9497	106	46	table	table	NOUN
easat-9497	106	47	6	6	NUM
easat-9497	106	48	left	leave	VERB
easat-9497	106	49	no	no	DET
easat-9497	106	50	doubt	doubt	NOUN
easat-9497	106	51	that	that	SCONJ
easat-9497	106	52	all	all	DET
easat-9497	106	53	three	three	NUM
easat-9497	106	54	formulated	formulated	ADJ
easat-9497	106	55	hypotheses	hypothesis	NOUN
easat-9497	106	56	were	be	AUX
easat-9497	106	57	supported	support	VERB
easat-9497	106	58	statistically	statistically	ADV
easat-9497	106	59	.	.	PUNCT
easat-9497	107	1	the	the	DET
easat-9497	107	2	regression	regression	NOUN
easat-9497	107	3	coefficient	coefficient	NOUN
easat-9497	107	4	(	(	PUNCT
easat-9497	107	5	β	β	NOUN
easat-9497	107	6	)	)	PUNCT
easat-9497	107	7	of	of	ADP
easat-9497	107	8	the	the	DET
easat-9497	107	9	relationship	relationship	NOUN
easat-9497	107	10	between	between	ADP
easat-9497	107	11	business	business	NOUN
easat-9497	107	12	analysis	analysis	NOUN
easat-9497	107	13	in	in	ADP
easat-9497	107	14	digital	digital	ADJ
easat-9497	107	15	transformation	transformation	NOUN
easat-9497	107	16	(	(	PUNCT
easat-9497	107	17	badt	badt	NOUN
easat-9497	107	18	)	)	PUNCT
easat-9497	107	19	and	and	CCONJ
easat-9497	107	20	digital	digital	ADJ
easat-9497	107	21	transformation	transformation	NOUN
easat-9497	107	22	success	success	NOUN
easat-9497	107	23	(	(	PUNCT
easat-9497	107	24	dts	dts	NOUN
easat-9497	107	25	)	)	PUNCT
easat-9497	107	26	was	be	AUX
easat-9497	107	27	0.46	0.46	NUM
easat-9497	107	28	,	,	PUNCT
easat-9497	107	29	with	with	ADP
easat-9497	107	30	a	a	DET
easat-9497	107	31	t	t	NOUN
easat-9497	107	32	-tstatistic	-tstatistic	NOUN
easat-9497	107	33	of	of	ADP
easat-9497	107	34	4.94	4.94	NUM
easat-9497	107	35	and	and	CCONJ
easat-9497	107	36	a	a	DET
easat-9497	107	37	p	p	ADJ
easat-9497	107	38	-p	-p	NOUN
easat-9497	107	39	-	-	PUNCT
easat-9497	107	40	value	value	NOUN
easat-9497	107	41	of	of	ADP
easat-9497	107	42	0.05	0.05	NUM
easat-9497	107	43	,	,	PUNCT
easat-9497	107	44	meaning	mean	VERB
easat-9497	107	45	that	that	SCONJ
easat-9497	107	46	the	the	DET
easat-9497	107	47	relationship	relationship	NOUN
easat-9497	107	48	was	be	AUX
easat-9497	107	49	significant	significant	ADJ
easat-9497	107	50	and	and	CCONJ
easat-9497	107	51	positive	positive	ADJ
easat-9497	107	52	.	.	PUNCT
easat-9497	108	1	this	this	PRON
easat-9497	108	2	leaves	leave	VERB
easat-9497	108	3	no	no	PRON
easat-9497	108	4	doubt	doubt	NOUN
easat-9497	108	5	in	in	ADP
easat-9497	108	6	the	the	DET
easat-9497	108	7	fact	fact	NOUN
easat-9497	108	8	that	that	SCONJ
easat-9497	108	9	proper	proper	ADJ
easat-9497	108	10	business	business	NOUN
easat-9497	108	11	analysis	analysis	NOUN
easat-9497	108	12	can	can	AUX
easat-9497	108	13	and	and	CCONJ
easat-9497	108	14	will	will	AUX
easat-9497	108	15	lead	lead	VERB
easat-9497	108	16	to	to	ADP
easat-9497	108	17	improved	improved	ADJ
easat-9497	108	18	results	result	NOUN
easat-9497	108	19	of	of	ADP
easat-9497	108	20	digital	digital	ADJ
easat-9497	108	21	transformation	transformation	NOUN
easat-9497	108	22	.	.	PUNCT
easat-9497	109	1	the	the	DET
easat-9497	109	2	association	association	NOUN
easat-9497	109	3	between	between	ADP
easat-9497	109	4	ai	ai	ADJ
easat-9497	109	5	-	-	PUNCT
easat-9497	109	6	enabled	enable	VERB
easat-9497	109	7	insights	insight	NOUN
easat-9497	109	8	in	in	ADP
easat-9497	109	9	decision	decision	NOUN
easat-9497	109	10	-	-	PUNCT
easat-9497	109	11	making	making	NOUN
easat-9497	109	12	(	(	PUNCT
easat-9497	109	13	aedm	aedm	ADJ
easat-9497	109	14	)	)	PUNCT
easat-9497	109	15	and	and	CCONJ
easat-9497	109	16	digital	digital	ADJ
easat-9497	109	17	transformation	transformation	NOUN
easat-9497	109	18	success	success	NOUN
easat-9497	109	19	was	be	AUX
easat-9497	109	20	even	even	ADV
easat-9497	109	21	stronger	strong	ADJ
easat-9497	109	22	,	,	PUNCT
easat-9497	109	23	as	as	SCONJ
easat-9497	109	24	the	the	DET
easat-9497	109	25	regression	regression	NOUN
easat-9497	109	26	coefficient	coefficient	NOUN
easat-9497	109	27	was	be	AUX
easat-9497	109	28	high	high	ADJ
easat-9497	109	29	(	(	PUNCT
easat-9497	109	30	0.75	0.75	NUM
easat-9497	109	31	)	)	PUNCT
easat-9497	109	32	,	,	PUNCT
easat-9497	109	33	the	the	DET
easat-9497	109	34	t	t	NOUN
easat-9497	109	35	-	-	PUNCT
easat-9497	109	36	statistic	statistic	NOUN
easat-9497	109	37	was	be	AUX
easat-9497	109	38	very	very	ADV
easat-9497	109	39	high	high	ADJ
easat-9497	109	40	(	(	PUNCT
easat-9497	109	41	7.84	7.84	NUM
easat-9497	109	42	)	)	PUNCT
easat-9497	109	43	,	,	PUNCT
easat-9497	109	44	and	and	CCONJ
easat-9497	109	45	the	the	DET
easat-9497	109	46	p	p	NOUN
easat-9497	109	47	-	-	PUNCT
easat-9497	109	48	value	value	NOUN
easat-9497	109	49	was	be	AUX
easat-9497	109	50	0.00	0.00	NUM
easat-9497	109	51	.	.	PUNCT
easat-9497	110	1	interestingly	interestingly	ADV
easat-9497	110	2	,	,	PUNCT
easat-9497	110	3	this	this	DET
easat-9497	110	4	finding	finding	NOUN
easat-9497	110	5	shows	show	VERB
easat-9497	110	6	that	that	SCONJ
easat-9497	110	7	ai	ai	AUX
easat-9497	110	8	-	-	PUNCT
easat-9497	110	9	enabled	enable	VERB
easat-9497	110	10	946	946	NUM
easat-9497	110	11	edelweiss	edelweiss	PROPN
easat-9497	110	12	applied	apply	VERB
easat-9497	110	13	science	science	NOUN
easat-9497	110	14	and	and	CCONJ
easat-9497	110	15	technology	technology	NOUN
easat-9497	110	16	issn	issn	PROPN
easat-9497	110	17	:	:	PUNCT
easat-9497	110	18	2576	2576	NUM
easat-9497	110	19	-	-	SYM
easat-9497	110	20	8484	8484	NUM
easat-9497	110	21	vol	vol	NOUN
easat-9497	110	22	.	.	PROPN
easat-9497	111	1	9	9	NUM
easat-9497	111	2	,	,	PUNCT
easat-9497	111	3	no	no	INTJ
easat-9497	111	4	.	.	NOUN
easat-9497	111	5	8	8	NUM
easat-9497	111	6	:	:	SYM
easat-9497	111	7	940	940	NUM
easat-9497	111	8	-	-	SYM
easat-9497	111	9	950	950	NUM
easat-9497	111	10	,	,	PUNCT
easat-9497	111	11	2025	2025	NUM
easat-9497	111	12	doi	doi	NOUN
easat-9497	111	13	:	:	PUNCT
easat-9497	111	14	10.55214/2576	10.55214/2576	NUM
easat-9497	111	15	-	-	PUNCT
easat-9497	111	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	111	17	©	©	ADP
easat-9497	111	18	2025	2025	NUM
easat-9497	111	19	by	by	ADP
easat-9497	111	20	the	the	DET
easat-9497	111	21	authors	author	NOUN
easat-9497	111	22	;	;	PUNCT
easat-9497	111	23	licensee	licensee	PROPN
easat-9497	111	24	learning	learn	VERB
easat-9497	111	25	gate	gate	NOUN
easat-9497	111	26	decision	decision	NOUN
easat-9497	111	27	-	-	PUNCT
easat-9497	111	28	making	make	VERB
easat-9497	111	29	processes	process	NOUN
easat-9497	111	30	are	be	AUX
easat-9497	111	31	the	the	DET
easat-9497	111	32	most	most	ADV
easat-9497	111	33	significant	significant	ADJ
easat-9497	111	34	influence	influence	NOUN
easat-9497	111	35	among	among	ADP
easat-9497	111	36	the	the	DET
easat-9497	111	37	three	three	NUM
easat-9497	111	38	enablers	enabler	NOUN
easat-9497	111	39	,	,	PUNCT
easat-9497	111	40	serving	serve	VERB
easat-9497	111	41	as	as	ADP
easat-9497	111	42	a	a	DET
easat-9497	111	43	notable	notable	ADJ
easat-9497	111	44	success	success	NOUN
easat-9497	111	45	factor	factor	NOUN
easat-9497	111	46	in	in	ADP
easat-9497	111	47	transformation	transformation	NOUN
easat-9497	111	48	.	.	PUNCT
easat-9497	112	1	table	table	NOUN
easat-9497	112	2	6	6	NUM
easat-9497	112	3	.	.	PUNCT
easat-9497	112	4	hypothesis	hypothesis	NOUN
easat-9497	112	5	testing	testing	NOUN
easat-9497	112	6	and	and	CCONJ
easat-9497	112	7	structural	structural	ADJ
easat-9497	112	8	equation	equation	NOUN
easat-9497	112	9	modeling	modeling	NOUN
easat-9497	112	10	.	.	PUNCT
easat-9497	113	1	regression	regression	NOUN
easat-9497	113	2	coefficient	coefficient	NOUN
easat-9497	113	3	(	(	PUNCT
easat-9497	113	4	β	β	NOUN
easat-9497	113	5	)	)	PUNCT
easat-9497	113	6	standard	standard	ADJ
easat-9497	113	7	deviation	deviation	NOUN
easat-9497	113	8	(	(	PUNCT
easat-9497	113	9	sd	sd	NOUN
easat-9497	113	10	)	)	PUNCT
easat-9497	113	11	t	t	PROPN
easat-9497	113	12	-	-	PUNCT
easat-9497	113	13	statistics	statistic	NOUN
easat-9497	113	14	(	(	PUNCT
easat-9497	113	15	|o	|o	NOUN
easat-9497	113	16	/	/	SYM
easat-9497	113	17	sd|	sd|	NOUN
easat-9497	113	18	)	)	PUNCT
easat-9497	113	19	p	p	NOUN
easat-9497	113	20	-	-	PUNCT
easat-9497	113	21	value	value	NOUN
easat-9497	113	22	remarks	remark	NOUN
easat-9497	113	23	h1	h1	NOUN
easat-9497	113	24	(	(	PUNCT
easat-9497	113	25	badt	badt	NOUN
easat-9497	113	26	*	*	NOUN
easat-9497	113	27	→	→	SYM
easat-9497	113	28	dts	dts	NOUN
easat-9497	113	29	*	*	NOUN
easat-9497	113	30	)	)	PUNCT
easat-9497	113	31	0.46	0.46	NUM
easat-9497	113	32	0.79	0.79	NUM
easat-9497	113	33	4.94	4.94	NUM
easat-9497	113	34	0.05	0.05	NUM
easat-9497	113	35	accepted	accept	VERB
easat-9497	113	36	h2	h2	NOUN
easat-9497	113	37	(	(	PUNCT
easat-9497	113	38	aedm	aedm	PROPN
easat-9497	113	39	*	*	SYM
easat-9497	113	40	→	→	SYM
easat-9497	113	41	dts	dts	NOUN
easat-9497	113	42	)	)	PUNCT
easat-9497	113	43	0.75	0.75	NUM
easat-9497	113	44	0.06	0.06	NUM
easat-9497	113	45	7.84	7.84	NUM
easat-9497	113	46	0.00	0.00	NUM
easat-9497	113	47	accepted	accept	VERB
easat-9497	113	48	h3	h3	NOUN
easat-9497	113	49	(	(	PUNCT
easat-9497	113	50	dadt	dadt	NOUN
easat-9497	113	51	*	*	ADJ
easat-9497	113	52	→	→	SYM
easat-9497	113	53	dts	dts	NOUN
easat-9497	113	54	)	)	PUNCT
easat-9497	113	55	0.45	0.45	NUM
easat-9497	113	56	0.79	0.79	NUM
easat-9497	113	57	5.84	5.84	NUM
easat-9497	113	58	0.05	0.05	NUM
easat-9497	113	59	accepted	accept	VERB
easat-9497	113	60	5	5	NUM
easat-9497	113	61	.	.	PUNCT
easat-9497	113	62	discussion	discussion	NOUN
easat-9497	113	63	the	the	DET
easat-9497	113	64	results	result	NOUN
easat-9497	113	65	of	of	ADP
easat-9497	113	66	this	this	DET
easat-9497	113	67	study	study	NOUN
easat-9497	113	68	eloquently	eloquently	ADV
easat-9497	113	69	dictate	dictate	VERB
easat-9497	113	70	that	that	SCONJ
easat-9497	113	71	business	business	NOUN
easat-9497	113	72	analysis	analysis	NOUN
easat-9497	113	73	,	,	PUNCT
easat-9497	113	74	ai	ai	NOUN
easat-9497	113	75	-	-	PUNCT
easat-9497	113	76	powered	power	VERB
easat-9497	113	77	insights	insight	NOUN
easat-9497	113	78	,	,	PUNCT
easat-9497	113	79	and	and	CCONJ
easat-9497	113	80	data	datum	NOUN
easat-9497	113	81	analytics	analytic	NOUN
easat-9497	113	82	would	would	AUX
easat-9497	113	83	play	play	VERB
easat-9497	113	84	a	a	DET
easat-9497	113	85	significant	significant	ADJ
easat-9497	113	86	role	role	NOUN
easat-9497	113	87	in	in	ADP
easat-9497	113	88	encouraging	encourage	VERB
easat-9497	113	89	digital	digital	ADJ
easat-9497	113	90	transformation	transformation	NOUN
easat-9497	113	91	in	in	ADP
easat-9497	113	92	saudi	saudi	ADJ
easat-9497	113	93	arabian	arabian	ADJ
easat-9497	113	94	companies	company	NOUN
easat-9497	114	1	[	[	X
easat-9497	114	2	6	6	NUM
easat-9497	114	3	]	]	PUNCT
easat-9497	114	4	.	.	PUNCT
easat-9497	115	1	such	such	ADJ
easat-9497	115	2	findings	finding	NOUN
easat-9497	115	3	strongly	strongly	ADV
easat-9497	115	4	affirm	affirm	VERB
easat-9497	115	5	the	the	DET
easat-9497	115	6	principles	principle	NOUN
easat-9497	115	7	of	of	ADP
easat-9497	115	8	the	the	DET
easat-9497	115	9	resource	resource	NOUN
easat-9497	115	10	-	-	PUNCT
easat-9497	115	11	based	base	VERB
easat-9497	115	12	view	view	NOUN
easat-9497	115	13	(	(	PUNCT
easat-9497	115	14	rbv	rbv	NOUN
easat-9497	115	15	)	)	PUNCT
easat-9497	115	16	and	and	CCONJ
easat-9497	115	17	digital	digital	ADJ
easat-9497	115	18	transformation	transformation	NOUN
easat-9497	115	19	theory	theory	NOUN
easat-9497	115	20	,	,	PUNCT
easat-9497	115	21	according	accord	VERB
easat-9497	115	22	to	to	ADP
easat-9497	115	23	which	which	PRON
easat-9497	115	24	strategic	strategic	ADJ
easat-9497	115	25	analysis	analysis	NOUN
easat-9497	115	26	,	,	PUNCT
easat-9497	115	27	intelligent	intelligent	ADJ
easat-9497	115	28	insights	insight	NOUN
easat-9497	115	29	,	,	PUNCT
easat-9497	115	30	and	and	CCONJ
easat-9497	115	31	data	datum	NOUN
easat-9497	115	32	-	-	PUNCT
easat-9497	115	33	driven	drive	VERB
easat-9497	115	34	decision	decision	NOUN
easat-9497	115	35	-	-	PUNCT
easat-9497	115	36	making	making	NOUN
easat-9497	115	37	are	be	AUX
easat-9497	115	38	essential	essential	ADJ
easat-9497	115	39	towards	towards	ADP
easat-9497	115	40	realising	realise	VERB
easat-9497	115	41	sustainable	sustainable	ADJ
easat-9497	115	42	transformation	transformation	NOUN
easat-9497	116	1	[	[	X
easat-9497	116	2	10	10	NUM
easat-9497	116	3	,	,	PUNCT
easat-9497	116	4	23	23	NUM
easat-9497	116	5	]	]	PUNCT
easat-9497	116	6	.	.	PUNCT
easat-9497	117	1	previous	previous	ADJ
easat-9497	117	2	studies	study	NOUN
easat-9497	117	3	(	(	PUNCT
easat-9497	117	4	5	5	NUM
easat-9497	117	5	)	)	PUNCT
easat-9497	117	6	have	have	AUX
easat-9497	117	7	revealed	reveal	VERB
easat-9497	117	8	that	that	SCONJ
easat-9497	117	9	several	several	ADJ
easat-9497	117	10	saudi	saudi	ADJ
easat-9497	117	11	businesses	business	NOUN
easat-9497	117	12	did	do	AUX
easat-9497	117	13	not	not	PART
easat-9497	117	14	utilise	utilise	VERB
easat-9497	117	15	business	business	NOUN
easat-9497	117	16	analytical	analytical	ADJ
easat-9497	117	17	frameworks	framework	NOUN
easat-9497	117	18	adequately	adequately	ADV
easat-9497	117	19	,	,	PUNCT
easat-9497	117	20	resulting	result	VERB
easat-9497	117	21	in	in	ADP
easat-9497	117	22	poor	poor	ADJ
easat-9497	117	23	digital	digital	ADJ
easat-9497	117	24	performance	performance	NOUN
easat-9497	117	25	.	.	PUNCT
easat-9497	118	1	the	the	DET
easat-9497	118	2	present	present	ADJ
easat-9497	118	3	research	research	NOUN
easat-9497	118	4	,	,	PUNCT
easat-9497	118	5	nonetheless	nonetheless	ADV
easat-9497	118	6	,	,	PUNCT
easat-9497	118	7	indicates	indicate	VERB
easat-9497	118	8	with	with	ADP
easat-9497	118	9	particular	particular	ADJ
easat-9497	118	10	clarity	clarity	NOUN
easat-9497	118	11	that	that	PRON
easat-9497	118	12	digital	digital	ADJ
easat-9497	118	13	transformation	transformation	NOUN
easat-9497	118	14	initiatives	initiative	NOUN
easat-9497	118	15	require	require	VERB
easat-9497	118	16	careful	careful	ADJ
easat-9497	118	17	coordination	coordination	NOUN
easat-9497	118	18	,	,	PUNCT
easat-9497	118	19	technical	technical	ADJ
easat-9497	118	20	viability	viability	NOUN
easat-9497	118	21	,	,	PUNCT
easat-9497	118	22	strategic	strategic	ADJ
easat-9497	118	23	consistency	consistency	NOUN
easat-9497	118	24	and	and	CCONJ
easat-9497	118	25	operational	operational	ADJ
easat-9497	118	26	effectiveness	effectiveness	NOUN
easat-9497	118	27	that	that	PRON
easat-9497	118	28	can	can	AUX
easat-9497	118	29	be	be	AUX
easat-9497	118	30	ensured	ensure	VERB
easat-9497	118	31	by	by	ADP
easat-9497	118	32	utilising	utilise	VERB
easat-9497	118	33	formal	formal	ADJ
easat-9497	118	34	business	business	NOUN
easat-9497	118	35	analysis	analysis	NOUN
easat-9497	118	36	techniques	technique	NOUN
easat-9497	118	37	,	,	PUNCT
easat-9497	118	38	such	such	ADJ
easat-9497	118	39	as	as	ADP
easat-9497	118	40	feasibility	feasibility	NOUN
easat-9497	118	41	studies	study	NOUN
easat-9497	118	42	,	,	PUNCT
easat-9497	118	43	stakeholder	stakeholder	NOUN
easat-9497	118	44	analysis	analysis	NOUN
easat-9497	118	45	and	and	CCONJ
easat-9497	118	46	gap	gap	NOUN
easat-9497	118	47	analysis	analysis	NOUN
easat-9497	118	48	[	[	X
easat-9497	118	49	24	24	NUM
easat-9497	118	50	]	]	PUNCT
easat-9497	118	51	.	.	PUNCT
easat-9497	119	1	the	the	DET
easat-9497	119	2	overwhelmingly	overwhelmingly	ADV
easat-9497	119	3	large	large	ADJ
easat-9497	119	4	regression	regression	NOUN
easat-9497	119	5	coefficient	coefficient	NOUN
easat-9497	119	6	of	of	ADP
easat-9497	119	7	ai	ai	ADJ
easat-9497	119	8	-	-	PUNCT
easat-9497	119	9	driven	drive	VERB
easat-9497	119	10	insights	insight	NOUN
easat-9497	119	11	gives	give	VERB
easat-9497	119	12	a	a	DET
easat-9497	119	13	vivid	vivid	ADJ
easat-9497	119	14	example	example	NOUN
easat-9497	119	15	of	of	ADP
easat-9497	119	16	the	the	DET
easat-9497	119	17	increasing	increase	VERB
easat-9497	119	18	use	use	NOUN
easat-9497	119	19	of	of	ADP
easat-9497	119	20	intelligent	intelligent	ADJ
easat-9497	119	21	systems	system	NOUN
easat-9497	119	22	to	to	PART
easat-9497	119	23	operate	operate	VERB
easat-9497	119	24	in	in	ADP
easat-9497	119	25	complex	complex	ADJ
easat-9497	119	26	organisational	organisational	ADJ
easat-9497	119	27	environments	environment	NOUN
easat-9497	119	28	,	,	PUNCT
easat-9497	119	29	effectively	effectively	ADV
easat-9497	119	30	anticipate	anticipate	VERB
easat-9497	119	31	market	market	NOUN
easat-9497	119	32	dynamics	dynamic	NOUN
easat-9497	119	33	,	,	PUNCT
easat-9497	119	34	and	and	CCONJ
easat-9497	119	35	drastically	drastically	ADV
easat-9497	119	36	improve	improve	VERB
easat-9497	119	37	consumer	consumer	NOUN
easat-9497	119	38	experiences	experience	NOUN
easat-9497	119	39	[	[	X
easat-9497	119	40	25	25	NUM
easat-9497	119	41	]	]	PUNCT
easat-9497	119	42	.	.	PUNCT
easat-9497	120	1	although	although	SCONJ
easat-9497	120	2	skills	skill	NOUN
easat-9497	120	3	shortages	shortage	NOUN
easat-9497	120	4	,	,	PUNCT
easat-9497	120	5	data	datum	NOUN
easat-9497	120	6	privacy	privacy	NOUN
easat-9497	120	7	concerns	concern	NOUN
easat-9497	120	8	,	,	PUNCT
easat-9497	120	9	and	and	CCONJ
easat-9497	120	10	high	high	ADJ
easat-9497	120	11	implementation	implementation	NOUN
easat-9497	120	12	costs	cost	NOUN
easat-9497	120	13	are	be	AUX
easat-9497	120	14	some	some	PRON
easat-9497	120	15	of	of	ADP
easat-9497	120	16	the	the	DET
easat-9497	120	17	challenges	challenge	NOUN
easat-9497	120	18	associated	associate	VERB
easat-9497	120	19	with	with	ADP
easat-9497	120	20	ai	ai	ADJ
easat-9497	120	21	integration	integration	NOUN
easat-9497	120	22	,	,	PUNCT
easat-9497	120	23	sdaia	sdaia	NOUN
easat-9497	120	24	and	and	CCONJ
easat-9497	120	25	the	the	DET
easat-9497	120	26	national	national	ADJ
easat-9497	120	27	strategy	strategy	NOUN
easat-9497	120	28	for	for	ADP
easat-9497	120	29	data	datum	NOUN
easat-9497	120	30	and	and	CCONJ
easat-9497	120	31	ai	ai	PROPN
easat-9497	120	32	efforts	effort	NOUN
easat-9497	120	33	are	be	AUX
easat-9497	120	34	in	in	ADP
easat-9497	120	35	full	full	ADJ
easat-9497	120	36	swing	swing	NOUN
easat-9497	120	37	to	to	PART
easat-9497	120	38	make	make	VERB
easat-9497	120	39	saudi	saudi	ADJ
easat-9497	120	40	enterprises	enterprise	NOUN
easat-9497	120	41	adopt	adopt	VERB
easat-9497	120	42	ai	ai	VERB
easat-9497	120	43	[	[	X
easat-9497	120	44	8	8	NUM
easat-9497	120	45	,	,	PUNCT
easat-9497	120	46	14	14	NUM
easat-9497	120	47	]	]	PUNCT
easat-9497	120	48	.	.	PUNCT
easat-9497	121	1	the	the	DET
easat-9497	121	2	current	current	ADJ
easat-9497	121	3	study	study	NOUN
easat-9497	121	4	shows	show	VERB
easat-9497	121	5	that	that	SCONJ
easat-9497	121	6	despite	despite	SCONJ
easat-9497	121	7	technological	technological	ADJ
easat-9497	121	8	hurdles	hurdle	NOUN
easat-9497	121	9	,	,	PUNCT
easat-9497	121	10	the	the	DET
easat-9497	121	11	strategic	strategic	ADJ
easat-9497	121	12	employment	employment	NOUN
easat-9497	121	13	of	of	ADP
easat-9497	121	14	ai	ai	NOUN
easat-9497	121	15	can	can	AUX
easat-9497	121	16	significantly	significantly	ADV
easat-9497	121	17	add	add	VERB
easat-9497	121	18	to	to	ADP
easat-9497	121	19	the	the	DET
easat-9497	121	20	effectiveness	effectiveness	NOUN
easat-9497	121	21	of	of	ADP
easat-9497	121	22	digital	digital	ADJ
easat-9497	121	23	transformation	transformation	NOUN
easat-9497	121	24	,	,	PUNCT
easat-9497	121	25	aiming	aim	VERB
easat-9497	121	26	at	at	ADP
easat-9497	121	27	enhancing	enhance	VERB
easat-9497	121	28	the	the	DET
easat-9497	121	29	competitiveness	competitiveness	NOUN
easat-9497	121	30	of	of	ADP
easat-9497	121	31	organisations	organisation	NOUN
easat-9497	121	32	.	.	PUNCT
easat-9497	122	1	h3	h3	NOUN
easat-9497	122	2	confirms	confirm	VERB
easat-9497	122	3	the	the	DET
easat-9497	122	4	positive	positive	ADJ
easat-9497	122	5	and	and	CCONJ
easat-9497	122	6	significant	significant	ADJ
easat-9497	122	7	influence	influence	NOUN
easat-9497	122	8	of	of	ADP
easat-9497	122	9	data	datum	NOUN
easat-9497	122	10	analytics	analytic	NOUN
easat-9497	122	11	on	on	ADP
easat-9497	122	12	the	the	DET
easat-9497	122	13	success	success	NOUN
easat-9497	122	14	of	of	ADP
easat-9497	122	15	digital	digital	ADJ
easat-9497	122	16	transformation	transformation	NOUN
easat-9497	122	17	,	,	PUNCT
easat-9497	122	18	thus	thus	ADV
easat-9497	122	19	supporting	support	VERB
easat-9497	122	20	the	the	DET
easat-9497	122	21	literature	literature	NOUN
easat-9497	122	22	findings	finding	NOUN
easat-9497	122	23	on	on	ADP
easat-9497	122	24	the	the	DET
easat-9497	122	25	role	role	NOUN
easat-9497	122	26	of	of	ADP
easat-9497	122	27	data	data	NOUN
easat-9497	122	28	-	-	PUNCT
easat-9497	122	29	driven	drive	VERB
easat-9497	122	30	decision	decision	NOUN
easat-9497	122	31	-	-	PUNCT
easat-9497	122	32	making	making	NOUN
easat-9497	122	33	in	in	ADP
easat-9497	122	34	modern	modern	ADJ
easat-9497	122	35	businesses	business	NOUN
easat-9497	122	36	[	[	X
easat-9497	122	37	26	26	NUM
easat-9497	122	38	]	]	PUNCT
easat-9497	122	39	.	.	PUNCT
easat-9497	123	1	organisations	organisation	NOUN
easat-9497	123	2	use	use	VERB
easat-9497	123	3	data	datum	NOUN
easat-9497	123	4	analytics	analytic	NOUN
easat-9497	123	5	to	to	PART
easat-9497	123	6	perform	perform	VERB
easat-9497	123	7	thorough	thorough	ADJ
easat-9497	123	8	customer	customer	NOUN
easat-9497	123	9	analysis	analysis	NOUN
easat-9497	123	10	,	,	PUNCT
easat-9497	123	11	determine	determine	VERB
easat-9497	123	12	emerging	emerge	VERB
easat-9497	123	13	trends	trend	NOUN
easat-9497	123	14	,	,	PUNCT
easat-9497	123	15	streamline	streamline	VERB
easat-9497	123	16	operational	operational	ADJ
easat-9497	123	17	processes	process	NOUN
easat-9497	123	18	,	,	PUNCT
easat-9497	123	19	and	and	CCONJ
easat-9497	123	20	customise	customise	VERB
easat-9497	123	21	product	product	NOUN
easat-9497	123	22	and	and	CCONJ
easat-9497	123	23	service	service	NOUN
easat-9497	123	24	offerings	offering	NOUN
easat-9497	123	25	[	[	X
easat-9497	123	26	27	27	NUM
easat-9497	123	27	]	]	PUNCT
easat-9497	123	28	.	.	PUNCT
easat-9497	124	1	despite	despite	SCONJ
easat-9497	124	2	showing	show	VERB
easat-9497	124	3	the	the	DET
easat-9497	124	4	lowest	low	ADJ
easat-9497	124	5	mean	mean	ADJ
easat-9497	124	6	score	score	NOUN
easat-9497	124	7	among	among	ADP
easat-9497	124	8	the	the	DET
easat-9497	124	9	three	three	NUM
easat-9497	124	10	dimensions	dimension	NOUN
easat-9497	124	11	,	,	PUNCT
easat-9497	124	12	the	the	DET
easat-9497	124	13	impact	impact	NOUN
easat-9497	124	14	of	of	ADP
easat-9497	124	15	data	datum	NOUN
easat-9497	124	16	analytics	analytic	NOUN
easat-9497	124	17	is	be	AUX
easat-9497	124	18	profound	profound	ADJ
easat-9497	124	19	,	,	PUNCT
easat-9497	124	20	indicating	indicate	VERB
easat-9497	124	21	that	that	SCONJ
easat-9497	124	22	although	although	SCONJ
easat-9497	124	23	organisations	organisation	NOUN
easat-9497	124	24	are	be	AUX
easat-9497	124	25	becoming	become	VERB
easat-9497	124	26	more	more	ADV
easat-9497	124	27	aware	aware	ADJ
easat-9497	124	28	of	of	ADP
easat-9497	124	29	their	their	PRON
easat-9497	124	30	importance	importance	NOUN
easat-9497	124	31	,	,	PUNCT
easat-9497	124	32	their	their	PRON
easat-9497	124	33	ability	ability	NOUN
easat-9497	124	34	to	to	PART
easat-9497	124	35	realise	realise	VERB
easat-9497	124	36	its	its	PRON
easat-9497	124	37	full	full	ADJ
easat-9497	124	38	potential	potential	NOUN
easat-9497	124	39	is	be	AUX
easat-9497	124	40	usually	usually	ADV
easat-9497	124	41	limited	limit	VERB
easat-9497	124	42	by	by	ADP
easat-9497	124	43	the	the	DET
easat-9497	124	44	prevalence	prevalence	NOUN
easat-9497	124	45	of	of	ADP
easat-9497	124	46	data	datum	NOUN
easat-9497	124	47	silos	silo	NOUN
easat-9497	124	48	,	,	PUNCT
easat-9497	124	49	issues	issue	NOUN
easat-9497	124	50	of	of	ADP
easat-9497	124	51	governance	governance	NOUN
easat-9497	124	52	,	,	PUNCT
easat-9497	124	53	and	and	CCONJ
easat-9497	124	54	a	a	DET
easat-9497	124	55	huge	huge	ADJ
easat-9497	124	56	gap	gap	NOUN
easat-9497	124	57	in	in	ADP
easat-9497	124	58	analytical	analytical	ADJ
easat-9497	124	59	talent	talent	NOUN
easat-9497	124	60	[	[	X
easat-9497	124	61	28	28	NUM
easat-9497	124	62	]	]	PUNCT
easat-9497	124	63	.	.	PUNCT
easat-9497	125	1	regardless	regardless	ADV
easat-9497	125	2	of	of	ADP
easat-9497	125	3	significant	significant	ADJ
easat-9497	125	4	investments	investment	NOUN
easat-9497	125	5	in	in	ADP
easat-9497	125	6	building	build	VERB
easat-9497	125	7	the	the	DET
easat-9497	125	8	analytics	analytic	NOUN
easat-9497	125	9	infrastructure	infrastructure	NOUN
easat-9497	125	10	,	,	PUNCT
easat-9497	125	11	numerous	numerous	ADJ
easat-9497	125	12	organisations	organisation	NOUN
easat-9497	125	13	continuously	continuously	ADV
easat-9497	125	14	fail	fail	VERB
easat-9497	125	15	to	to	PART
easat-9497	125	16	foster	foster	VERB
easat-9497	125	17	truly	truly	ADV
easat-9497	125	18	data	data	NOUN
easat-9497	125	19	-	-	PUNCT
easat-9497	125	20	driven	drive	VERB
easat-9497	125	21	cultures	culture	NOUN
easat-9497	125	22	and	and	CCONJ
easat-9497	125	23	to	to	PART
easat-9497	125	24	operationalise	operationalise	VERB
easat-9497	125	25	insights	insight	NOUN
easat-9497	125	26	in	in	ADP
easat-9497	125	27	a	a	DET
easat-9497	125	28	meaningful	meaningful	ADJ
easat-9497	125	29	way	way	NOUN
easat-9497	125	30	[	[	X
easat-9497	125	31	21	21	NUM
easat-9497	125	32	]	]	PUNCT
easat-9497	125	33	.	.	PUNCT
easat-9497	126	1	as	as	ADP
easat-9497	126	2	a	a	DET
easat-9497	126	3	matter	matter	NOUN
easat-9497	126	4	of	of	ADP
easat-9497	126	5	fact	fact	NOUN
easat-9497	126	6	,	,	PUNCT
easat-9497	126	7	business	business	NOUN
easat-9497	126	8	analysis	analysis	NOUN
easat-9497	126	9	positionally	positionally	ADV
easat-9497	126	10	and	and	CCONJ
easat-9497	126	11	operationally	operationally	ADV
easat-9497	126	12	coordinates	coordinate	VERB
easat-9497	126	13	change	change	NOUN
easat-9497	126	14	efforts	effort	NOUN
easat-9497	126	15	,	,	PUNCT
easat-9497	126	16	artificial	artificial	ADJ
easat-9497	126	17	intelligence	intelligence	NOUN
easat-9497	126	18	-	-	PUNCT
easat-9497	126	19	based	base	VERB
easat-9497	126	20	insights	insight	NOUN
easat-9497	126	21	scale	scale	VERB
easat-9497	126	22	predictive	predictive	ADJ
easat-9497	126	23	and	and	CCONJ
easat-9497	126	24	real	real	ADJ
easat-9497	126	25	-	-	PUNCT
easat-9497	126	26	time	time	NOUN
easat-9497	126	27	decision	decision	NOUN
easat-9497	126	28	-	-	PUNCT
easat-9497	126	29	making	making	NOUN
easat-9497	126	30	,	,	PUNCT
easat-9497	126	31	and	and	CCONJ
easat-9497	126	32	data	datum	NOUN
easat-9497	126	33	analytics	analytic	NOUN
easat-9497	126	34	carefully	carefully	ADV
easat-9497	126	35	finetunes	finetune	VERB
easat-9497	126	36	performance	performance	NOUN
easat-9497	126	37	on	on	ADP
easat-9497	126	38	all	all	DET
easat-9497	126	39	fronts	front	NOUN
easat-9497	126	40	[	[	X
easat-9497	126	41	29	29	NUM
easat-9497	126	42	,	,	PUNCT
easat-9497	126	43	30	30	NUM
easat-9497	126	44	]	]	PUNCT
easat-9497	126	45	.	.	PUNCT
easat-9497	127	1	the	the	DET
easat-9497	127	2	results	result	NOUN
easat-9497	127	3	of	of	ADP
easat-9497	127	4	21	21	NUM
easat-9497	127	5	correspond	correspond	NOUN
easat-9497	127	6	to	to	ADP
easat-9497	127	7	the	the	DET
easat-9497	127	8	fact	fact	NOUN
easat-9497	127	9	that	that	SCONJ
easat-9497	127	10	privately	privately	ADV
easat-9497	127	11	held	hold	VERB
easat-9497	127	12	businesses	business	NOUN
easat-9497	127	13	are	be	AUX
easat-9497	127	14	more	more	ADV
easat-9497	127	15	agile	agile	ADJ
easat-9497	127	16	and	and	CCONJ
easat-9497	127	17	are	be	AUX
easat-9497	127	18	more	more	ADV
easat-9497	127	19	likely	likely	ADJ
easat-9497	127	20	to	to	PART
easat-9497	127	21	be	be	AUX
easat-9497	127	22	digitally	digitally	ADV
easat-9497	127	23	transformed	transform	VERB
easat-9497	127	24	[	[	PUNCT
easat-9497	127	25	31	31	NUM
easat-9497	127	26	]	]	PUNCT
easat-9497	127	27	.	.	PUNCT
easat-9497	128	1	nevertheless	nevertheless	ADV
easat-9497	128	2	,	,	PUNCT
easat-9497	128	3	the	the	DET
easat-9497	128	4	fact	fact	NOUN
easat-9497	128	5	that	that	SCONJ
easat-9497	128	6	the	the	DET
easat-9497	128	7	research	research	NOUN
easat-9497	128	8	participants	participant	NOUN
easat-9497	128	9	included	include	VERB
easat-9497	128	10	considerably	considerably	ADV
easat-9497	128	11	many	many	ADJ
easat-9497	128	12	representatives	representative	NOUN
easat-9497	128	13	of	of	ADP
easat-9497	128	14	the	the	DET
easat-9497	128	15	public	public	ADJ
easat-9497	128	16	sector	sector	NOUN
easat-9497	128	17	staff	staff	NOUN
easat-9497	128	18	speaks	speak	VERB
easat-9497	128	19	in	in	ADP
easat-9497	128	20	favour	favour	NOUN
easat-9497	128	21	of	of	ADP
easat-9497	128	22	the	the	DET
easat-9497	128	23	fact	fact	NOUN
easat-9497	128	24	that	that	SCONJ
easat-9497	128	25	the	the	DET
easat-9497	128	26	frameworks	framework	NOUN
easat-9497	128	27	developed	develop	VERB
easat-9497	128	28	by	by	ADP
easat-9497	128	29	sdaia	sdaia	NOUN
easat-9497	128	30	and	and	CCONJ
easat-9497	128	31	the	the	DET
easat-9497	128	32	national	national	PROPN
easat-9497	128	33	data	data	PROPN
easat-9497	128	34	management	management	PROPN
easat-9497	128	35	office	office	NOUN
easat-9497	128	36	are	be	AUX
easat-9497	128	37	also	also	ADV
easat-9497	128	38	stimulating	stimulate	VERB
easat-9497	128	39	changes	change	NOUN
easat-9497	128	40	in	in	ADP
easat-9497	128	41	public	public	ADJ
easat-9497	128	42	organisations	organisation	NOUN
easat-9497	128	43	effectively	effectively	ADV
easat-9497	128	44	[	[	X
easat-9497	128	45	32	32	NUM
easat-9497	128	46	]	]	PUNCT
easat-9497	128	47	.	.	PUNCT
easat-9497	129	1	the	the	DET
easat-9497	129	2	research	research	NOUN
easat-9497	129	3	study	study	NOUN
easat-9497	129	4	has	have	AUX
easat-9497	129	5	strongly	strongly	ADV
easat-9497	129	6	emphasised	emphasise	VERB
easat-9497	129	7	the	the	DET
easat-9497	129	8	great	great	ADJ
easat-9497	129	9	significance	significance	NOUN
easat-9497	129	10	of	of	ADP
easat-9497	129	11	proper	proper	ADJ
easat-9497	129	12	digital	digital	ADJ
easat-9497	129	13	transformation	transformation	NOUN
easat-9497	129	14	management	management	NOUN
easat-9497	129	15	.	.	PUNCT
easat-9497	130	1	the	the	DET
easat-9497	130	2	fact	fact	NOUN
easat-9497	130	3	that	that	SCONJ
easat-9497	130	4	the	the	DET
easat-9497	130	5	vast	vast	ADJ
easat-9497	130	6	majority	majority	NOUN
easat-9497	130	7	of	of	ADP
easat-9497	130	8	the	the	DET
easat-9497	130	9	respondents	respondent	NOUN
easat-9497	130	10	were	be	AUX
easat-9497	130	11	of	of	ADP
easat-9497	130	12	managerial	managerial	ADJ
easat-9497	130	13	level	level	NOUN
easat-9497	130	14	or	or	CCONJ
easat-9497	130	15	above	above	ADP
easat-9497	130	16	947	947	NUM
easat-9497	130	17	edelweiss	edelweiss	PROPN
easat-9497	130	18	applied	apply	VERB
easat-9497	130	19	science	science	NOUN
easat-9497	130	20	and	and	CCONJ
easat-9497	130	21	technology	technology	NOUN
easat-9497	130	22	issn	issn	PROPN
easat-9497	130	23	:	:	PUNCT
easat-9497	130	24	2576	2576	NUM
easat-9497	130	25	-	-	SYM
easat-9497	130	26	8484	8484	NUM
easat-9497	130	27	vol	vol	NOUN
easat-9497	130	28	.	.	PROPN
easat-9497	131	1	9	9	NUM
easat-9497	131	2	,	,	PUNCT
easat-9497	131	3	no	no	INTJ
easat-9497	131	4	.	.	NOUN
easat-9497	131	5	8	8	NUM
easat-9497	131	6	:	:	SYM
easat-9497	131	7	940	940	NUM
easat-9497	131	8	-	-	SYM
easat-9497	131	9	950	950	NUM
easat-9497	131	10	,	,	PUNCT
easat-9497	131	11	2025	2025	NUM
easat-9497	131	12	doi	doi	NOUN
easat-9497	131	13	:	:	PUNCT
easat-9497	131	14	10.55214/2576	10.55214/2576	NUM
easat-9497	131	15	-	-	PUNCT
easat-9497	131	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	131	17	©	©	ADP
easat-9497	131	18	2025	2025	NUM
easat-9497	131	19	by	by	ADP
easat-9497	131	20	the	the	DET
easat-9497	131	21	authors	author	NOUN
easat-9497	131	22	;	;	PUNCT
easat-9497	131	23	licensee	licensee	PROPN
easat-9497	131	24	learning	learning	NOUN
easat-9497	131	25	gate	gate	NOUN
easat-9497	131	26	emphasizes	emphasize	VERB
easat-9497	131	27	that	that	SCONJ
easat-9497	131	28	strategic	strategic	ADJ
easat-9497	131	29	leadership	leadership	NOUN
easat-9497	131	30	can	can	AUX
easat-9497	131	31	not	not	PART
easat-9497	131	32	be	be	AUX
easat-9497	131	33	neglected	neglect	VERB
easat-9497	131	34	while	while	SCONJ
easat-9497	131	35	achieving	achieve	VERB
easat-9497	131	36	successful	successful	ADJ
easat-9497	131	37	transformation	transformation	NOUN
easat-9497	131	38	.	.	PUNCT
easat-9497	132	1	it	it	PRON
easat-9497	132	2	confirms	confirm	VERB
easat-9497	132	3	the	the	DET
easat-9497	132	4	insights	insight	NOUN
easat-9497	132	5	that	that	PRON
easat-9497	132	6	effective	effective	ADJ
easat-9497	132	7	technological	technological	ADJ
easat-9497	132	8	integration	integration	NOUN
easat-9497	132	9	and	and	CCONJ
easat-9497	132	10	cultural	cultural	ADJ
easat-9497	132	11	adjustment	adjustment	NOUN
easat-9497	132	12	require	require	VERB
easat-9497	132	13	uncompromising	uncompromise	VERB
easat-9497	132	14	senior	senior	ADJ
easat-9497	132	15	management	management	NOUN
easat-9497	132	16	sponsorship	sponsorship	NOUN
easat-9497	132	17	,	,	PUNCT
easat-9497	132	18	strong	strong	ADJ
easat-9497	132	19	cross	cross	ADJ
easat-9497	132	20	-	-	ADJ
easat-9497	132	21	functional	functional	ADJ
easat-9497	132	22	cooperation	cooperation	NOUN
easat-9497	132	23	,	,	PUNCT
easat-9497	132	24	and	and	CCONJ
easat-9497	132	25	advanced	advanced	ADJ
easat-9497	132	26	change	change	NOUN
easat-9497	132	27	management	management	NOUN
easat-9497	132	28	plans	plan	NOUN
easat-9497	132	29	[	[	X
easat-9497	132	30	33	33	NUM
easat-9497	132	31	]	]	PUNCT
easat-9497	132	32	.	.	PUNCT
easat-9497	133	1	managers	manager	NOUN
easat-9497	133	2	are	be	AUX
easat-9497	133	3	the	the	DET
easat-9497	133	4	key	key	NOUN
easat-9497	133	5	to	to	ADP
easat-9497	133	6	influencing	influence	VERB
easat-9497	133	7	decisions	decision	NOUN
easat-9497	133	8	and	and	CCONJ
easat-9497	133	9	developing	develop	VERB
easat-9497	133	10	a	a	DET
easat-9497	133	11	datadriven	datadriven	ADJ
easat-9497	133	12	culture	culture	NOUN
easat-9497	133	13	,	,	PUNCT
easat-9497	133	14	being	be	AUX
easat-9497	133	15	the	the	DET
easat-9497	133	16	strongest	strong	ADJ
easat-9497	133	17	advocates	advocate	NOUN
easat-9497	133	18	of	of	ADP
easat-9497	133	19	applying	apply	VERB
easat-9497	133	20	ai	ai	NOUN
easat-9497	133	21	and	and	CCONJ
easat-9497	133	22	business	business	NOUN
easat-9497	133	23	analysis	analysis	NOUN
easat-9497	133	24	approaches	approach	NOUN
easat-9497	133	25	[	[	X
easat-9497	133	26	34	34	NUM
easat-9497	133	27	]	]	PUNCT
easat-9497	133	28	.	.	PUNCT
easat-9497	134	1	with	with	ADP
easat-9497	134	2	these	these	DET
easat-9497	134	3	promising	promising	ADJ
easat-9497	134	4	results	result	NOUN
easat-9497	134	5	notwithstanding	notwithstanding	ADP
easat-9497	134	6	,	,	PUNCT
easat-9497	134	7	the	the	DET
easat-9497	134	8	report	report	NOUN
easat-9497	134	9	also	also	ADV
easat-9497	134	10	revealed	reveal	VERB
easat-9497	134	11	some	some	DET
easat-9497	134	12	persistent	persistent	ADJ
easat-9497	134	13	barriers	barrier	NOUN
easat-9497	134	14	that	that	PRON
easat-9497	134	15	organisations	organisation	NOUN
easat-9497	134	16	need	need	VERB
easat-9497	134	17	to	to	PART
easat-9497	134	18	overcome	overcome	VERB
easat-9497	134	19	in	in	ADP
easat-9497	134	20	order	order	NOUN
easat-9497	134	21	to	to	PART
easat-9497	134	22	achieve	achieve	VERB
easat-9497	134	23	greater	great	ADJ
easat-9497	134	24	efficiency	efficiency	NOUN
easat-9497	134	25	in	in	ADP
easat-9497	134	26	transition	transition	NOUN
easat-9497	134	27	[	[	X
easat-9497	134	28	35	35	NUM
easat-9497	134	29	]	]	PUNCT
easat-9497	134	30	.	.	PUNCT
easat-9497	135	1	data	datum	NOUN
easat-9497	135	2	governance	governance	NOUN
easat-9497	135	3	intricacies	intricacy	NOUN
easat-9497	135	4	,	,	PUNCT
easat-9497	135	5	the	the	DET
easat-9497	135	6	lack	lack	NOUN
easat-9497	135	7	of	of	ADP
easat-9497	135	8	ai	ai	NOUN
easat-9497	135	9	and	and	CCONJ
easat-9497	135	10	data	datum	NOUN
easat-9497	135	11	analytics	analytic	NOUN
easat-9497	135	12	experts	expert	NOUN
easat-9497	135	13	,	,	PUNCT
easat-9497	135	14	the	the	DET
easat-9497	135	15	high	high	ADJ
easat-9497	135	16	cost	cost	NOUN
easat-9497	135	17	of	of	ADP
easat-9497	135	18	ai	ai	ADJ
easat-9497	135	19	implementation	implementation	NOUN
easat-9497	135	20	,	,	PUNCT
easat-9497	135	21	and	and	CCONJ
easat-9497	135	22	the	the	DET
easat-9497	135	23	general	general	ADJ
easat-9497	135	24	cultural	cultural	ADJ
easat-9497	135	25	reluctance	reluctance	NOUN
easat-9497	135	26	to	to	PART
easat-9497	135	27	change	change	VERB
easat-9497	135	28	can	can	AUX
easat-9497	135	29	be	be	AUX
easat-9497	135	30	deemed	deem	VERB
easat-9497	135	31	as	as	ADP
easat-9497	135	32	persistent	persistent	ADJ
easat-9497	135	33	challenges	challenge	NOUN
easat-9497	135	34	[	[	X
easat-9497	135	35	5	5	NUM
easat-9497	135	36	,	,	PUNCT
easat-9497	135	37	36	36	NUM
easat-9497	135	38	]	]	PUNCT
easat-9497	135	39	.	.	PUNCT
easat-9497	136	1	6	6	X
easat-9497	136	2	.	.	X
easat-9497	136	3	conclusion	conclusion	NOUN
easat-9497	136	4	the	the	DET
easat-9497	136	5	paper	paper	NOUN
easat-9497	136	6	has	have	AUX
easat-9497	136	7	discussed	discuss	VERB
easat-9497	136	8	how	how	SCONJ
easat-9497	136	9	business	business	NOUN
easat-9497	136	10	analysis	analysis	NOUN
easat-9497	136	11	,	,	PUNCT
easat-9497	136	12	ai	ai	NOUN
easat-9497	136	13	-	-	PUNCT
easat-9497	136	14	powered	power	VERB
easat-9497	136	15	insights	insight	NOUN
easat-9497	136	16	,	,	PUNCT
easat-9497	136	17	and	and	CCONJ
easat-9497	136	18	data	datum	NOUN
easat-9497	136	19	analytics	analytic	NOUN
easat-9497	136	20	have	have	VERB
easat-9497	136	21	a	a	DET
easat-9497	136	22	leading	lead	VERB
easat-9497	136	23	role	role	NOUN
easat-9497	136	24	in	in	ADP
easat-9497	136	25	digital	digital	ADJ
easat-9497	136	26	transformation	transformation	NOUN
easat-9497	136	27	in	in	ADP
easat-9497	136	28	saudi	saudi	ADJ
easat-9497	136	29	arabian	arabian	ADJ
easat-9497	136	30	organisations	organisation	NOUN
easat-9497	136	31	.	.	PUNCT
easat-9497	137	1	findings	finding	NOUN
easat-9497	137	2	in	in	ADP
easat-9497	137	3	accordance	accordance	NOUN
easat-9497	137	4	with	with	ADP
easat-9497	137	5	the	the	DET
easat-9497	137	6	national	national	ADJ
easat-9497	137	7	vision	vision	NOUN
easat-9497	137	8	2030	2030	NUM
easat-9497	137	9	agenda	agenda	NOUN
easat-9497	137	10	,	,	PUNCT
easat-9497	137	11	the	the	DET
easat-9497	137	12	findings	finding	NOUN
easat-9497	137	13	highlight	highlight	VERB
easat-9497	137	14	the	the	DET
easat-9497	137	15	necessity	necessity	NOUN
easat-9497	137	16	of	of	ADP
easat-9497	137	17	organisations	organisation	NOUN
easat-9497	137	18	becoming	become	VERB
easat-9497	137	19	more	more	ADV
easat-9497	137	20	strategic	strategic	ADJ
easat-9497	137	21	and	and	CCONJ
easat-9497	137	22	integrated	integrate	VERB
easat-9497	137	23	in	in	ADP
easat-9497	137	24	their	their	PRON
easat-9497	137	25	approach	approach	NOUN
easat-9497	137	26	to	to	ADP
easat-9497	137	27	digital	digital	ADJ
easat-9497	137	28	transformation	transformation	NOUN
easat-9497	137	29	,	,	PUNCT
easat-9497	137	30	which	which	PRON
easat-9497	137	31	should	should	AUX
easat-9497	137	32	extend	extend	VERB
easat-9497	137	33	beyond	beyond	ADP
easat-9497	137	34	the	the	DET
easat-9497	137	35	technological	technological	ADJ
easat-9497	137	36	implementation	implementation	NOUN
easat-9497	137	37	phase	phase	NOUN
easat-9497	137	38	and	and	CCONJ
easat-9497	137	39	consider	consider	VERB
easat-9497	137	40	decision	decision	NOUN
easat-9497	137	41	-	-	PUNCT
easat-9497	137	42	making	making	NOUN
easat-9497	137	43	,	,	PUNCT
easat-9497	137	44	operational	operational	ADJ
easat-9497	137	45	efficiency	efficiency	NOUN
easat-9497	137	46	and	and	CCONJ
easat-9497	137	47	competitiveness	competitiveness	NOUN
easat-9497	137	48	in	in	ADP
easat-9497	137	49	the	the	DET
easat-9497	137	50	long	long	ADJ
easat-9497	137	51	run	run	NOUN
easat-9497	137	52	.	.	PUNCT
easat-9497	138	1	the	the	DET
easat-9497	138	2	empirical	empirical	ADJ
easat-9497	138	3	support	support	NOUN
easat-9497	138	4	proves	prove	VERB
easat-9497	138	5	that	that	SCONJ
easat-9497	138	6	business	business	NOUN
easat-9497	138	7	analysis	analysis	NOUN
easat-9497	138	8	has	have	VERB
easat-9497	138	9	a	a	DET
easat-9497	138	10	significant	significant	ADJ
easat-9497	138	11	contribution	contribution	NOUN
easat-9497	138	12	to	to	ADP
easat-9497	138	13	the	the	DET
easat-9497	138	14	improvement	improvement	NOUN
easat-9497	138	15	of	of	ADP
easat-9497	138	16	the	the	DET
easat-9497	138	17	transformation	transformation	NOUN
easat-9497	138	18	results	result	NOUN
easat-9497	138	19	because	because	SCONJ
easat-9497	138	20	it	it	PRON
easat-9497	138	21	helps	help	VERB
easat-9497	138	22	to	to	PART
easat-9497	138	23	align	align	VERB
easat-9497	138	24	the	the	DET
easat-9497	138	25	technical	technical	ADJ
easat-9497	138	26	initiatives	initiative	NOUN
easat-9497	138	27	with	with	ADP
easat-9497	138	28	the	the	DET
easat-9497	138	29	strategic	strategic	ADJ
easat-9497	138	30	goals	goal	NOUN
easat-9497	138	31	and	and	CCONJ
easat-9497	138	32	reduce	reduce	VERB
easat-9497	138	33	the	the	DET
easat-9497	138	34	risks	risk	NOUN
easat-9497	138	35	related	relate	VERB
easat-9497	138	36	to	to	ADP
easat-9497	138	37	digital	digital	ADJ
easat-9497	138	38	investment	investment	NOUN
easat-9497	138	39	.	.	PUNCT
easat-9497	139	1	these	these	DET
easat-9497	139	2	findings	finding	NOUN
easat-9497	139	3	support	support	VERB
easat-9497	139	4	other	other	ADJ
easat-9497	139	5	studies	study	NOUN
easat-9497	139	6	that	that	PRON
easat-9497	139	7	propose	propose	VERB
easat-9497	139	8	well	well	ADV
easat-9497	139	9	-	-	PUNCT
easat-9497	139	10	planned	plan	VERB
easat-9497	139	11	and	and	CCONJ
easat-9497	139	12	goal	goal	NOUN
easat-9497	139	13	-	-	PUNCT
easat-9497	139	14	oriented	orient	VERB
easat-9497	139	15	change	change	NOUN
easat-9497	139	16	initiatives	initiative	NOUN
easat-9497	139	17	[	[	X
easat-9497	139	18	10	10	NUM
easat-9497	139	19	,	,	PUNCT
easat-9497	139	20	37	37	NUM
easat-9497	139	21	]	]	PUNCT
easat-9497	139	22	.	.	PUNCT
easat-9497	140	1	ai	ai	VERB
easat-9497	140	2	-	-	PUNCT
easat-9497	140	3	enabled	enable	VERB
easat-9497	140	4	insights	insight	NOUN
easat-9497	140	5	became	become	VERB
easat-9497	140	6	apparently	apparently	ADV
easat-9497	140	7	impactful	impactful	ADJ
easat-9497	140	8	,	,	PUNCT
easat-9497	140	9	corroborating	corroborate	VERB
easat-9497	140	10	current	current	ADJ
easat-9497	140	11	research	research	NOUN
easat-9497	140	12	that	that	PRON
easat-9497	140	13	frames	frame	VERB
easat-9497	140	14	machine	machine	NOUN
easat-9497	140	15	learning	learning	NOUN
easat-9497	140	16	and	and	CCONJ
easat-9497	140	17	predictive	predictive	ADJ
easat-9497	140	18	analytics	analytic	NOUN
easat-9497	140	19	as	as	ADP
easat-9497	140	20	revolutionary	revolutionary	ADJ
easat-9497	140	21	tools	tool	NOUN
easat-9497	140	22	in	in	ADP
easat-9497	140	23	business	business	NOUN
easat-9497	140	24	decision	decision	NOUN
easat-9497	140	25	-	-	PUNCT
easat-9497	140	26	making	making	NOUN
easat-9497	140	27	[	[	X
easat-9497	140	28	1	1	NUM
easat-9497	140	29	,	,	PUNCT
easat-9497	140	30	6	6	NUM
easat-9497	140	31	]	]	PUNCT
easat-9497	140	32	.	.	PUNCT
easat-9497	141	1	however	however	ADV
easat-9497	141	2	,	,	PUNCT
easat-9497	141	3	accomplishing	accomplish	VERB
easat-9497	141	4	their	their	PRON
easat-9497	141	5	full	full	ADJ
easat-9497	141	6	potential	potential	NOUN
easat-9497	141	7	depends	depend	VERB
easat-9497	141	8	on	on	ADP
easat-9497	141	9	confronting	confront	VERB
easat-9497	141	10	critical	critical	ADJ
easat-9497	141	11	enablers	enabler	NOUN
easat-9497	141	12	such	such	ADJ
easat-9497	141	13	as	as	ADP
easat-9497	141	14	organisational	organisational	ADJ
easat-9497	141	15	preparedness	preparedness	NOUN
easat-9497	141	16	,	,	PUNCT
easat-9497	141	17	skills	skill	VERB
easat-9497	141	18	development	development	NOUN
easat-9497	141	19	,	,	PUNCT
easat-9497	141	20	and	and	CCONJ
easat-9497	141	21	supportive	supportive	ADJ
easat-9497	141	22	infrastructure	infrastructure	NOUN
easat-9497	141	23	.	.	PUNCT
easat-9497	142	1	national	national	ADJ
easat-9497	142	2	initiatives	initiative	NOUN
easat-9497	142	3	—	—	PUNCT
easat-9497	142	4	such	such	ADJ
easat-9497	142	5	as	as	ADP
easat-9497	142	6	those	those	PRON
easat-9497	142	7	coordinated	coordinate	VERB
easat-9497	142	8	by	by	ADP
easat-9497	142	9	the	the	DET
easat-9497	142	10	saudi	saudi	ADJ
easat-9497	142	11	data	datum	NOUN
easat-9497	142	12	and	and	CCONJ
easat-9497	142	13	ai	ai	PROPN
easat-9497	142	14	authority	authority	NOUN
easat-9497	142	15	(	(	PUNCT
easat-9497	142	16	sdaia)—signal	sdaia)—signal	ADJ
easat-9497	142	17	a	a	DET
easat-9497	142	18	strong	strong	ADJ
easat-9497	142	19	policy	policy	NOUN
easat-9497	142	20	commitment	commitment	NOUN
easat-9497	142	21	,	,	PUNCT
easat-9497	142	22	while	while	SCONJ
easat-9497	142	23	structural	structural	ADJ
easat-9497	142	24	and	and	CCONJ
easat-9497	142	25	human	human	ADJ
easat-9497	142	26	capital	capital	NOUN
easat-9497	142	27	limits	limit	NOUN
easat-9497	142	28	remain	remain	VERB
easat-9497	142	29	critical	critical	ADJ
easat-9497	142	30	issues	issue	NOUN
easat-9497	142	31	[	[	X
easat-9497	142	32	8	8	NUM
easat-9497	142	33	,	,	PUNCT
easat-9497	142	34	38	38	NUM
easat-9497	142	35	]	]	PUNCT
easat-9497	142	36	.	.	PUNCT
easat-9497	143	1	likewise	likewise	ADV
easat-9497	143	2	,	,	PUNCT
easat-9497	143	3	data	datum	NOUN
easat-9497	143	4	analytics	analytic	NOUN
easat-9497	143	5	continues	continue	VERB
easat-9497	143	6	to	to	PART
easat-9497	143	7	play	play	VERB
easat-9497	143	8	a	a	DET
easat-9497	143	9	crucial	crucial	ADJ
easat-9497	143	10	role	role	NOUN
easat-9497	143	11	in	in	ADP
easat-9497	143	12	enhancing	enhance	VERB
easat-9497	143	13	service	service	NOUN
easat-9497	143	14	delivery	delivery	NOUN
easat-9497	143	15	,	,	PUNCT
easat-9497	143	16	operational	operational	ADJ
easat-9497	143	17	operations	operation	NOUN
easat-9497	143	18	,	,	PUNCT
easat-9497	143	19	and	and	CCONJ
easat-9497	143	20	consumer	consumer	NOUN
easat-9497	143	21	interaction	interaction	NOUN
easat-9497	143	22	across	across	ADP
easat-9497	143	23	financial	financial	ADJ
easat-9497	143	24	,	,	PUNCT
easat-9497	143	25	healthcare	healthcare	NOUN
easat-9497	143	26	and	and	CCONJ
easat-9497	143	27	government	government	NOUN
easat-9497	143	28	sectors	sector	NOUN
easat-9497	143	29	.	.	PUNCT
easat-9497	144	1	nonetheless	nonetheless	ADV
easat-9497	144	2	,	,	PUNCT
easat-9497	144	3	challenges	challenge	NOUN
easat-9497	144	4	pertaining	pertain	VERB
easat-9497	144	5	to	to	ADP
easat-9497	144	6	data	data	NOUN
easat-9497	144	7	repositories	repository	NOUN
easat-9497	144	8	,	,	PUNCT
easat-9497	144	9	governance	governance	NOUN
easat-9497	144	10	limits	limit	NOUN
easat-9497	144	11	,	,	PUNCT
easat-9497	144	12	and	and	CCONJ
easat-9497	144	13	lack	lack	NOUN
easat-9497	144	14	of	of	ADP
easat-9497	144	15	analytical	analytical	ADJ
easat-9497	144	16	experts	expert	NOUN
easat-9497	144	17	hamper	hamper	VERB
easat-9497	144	18	its	its	PRON
easat-9497	144	19	effectiveness	effectiveness	NOUN
easat-9497	144	20	,	,	PUNCT
easat-9497	144	21	highlighting	highlight	VERB
easat-9497	144	22	the	the	DET
easat-9497	144	23	need	need	NOUN
easat-9497	144	24	for	for	ADP
easat-9497	144	25	establishing	establish	VERB
easat-9497	144	26	a	a	DET
easat-9497	144	27	data	data	NOUN
easat-9497	144	28	-	-	PUNCT
easat-9497	144	29	driven	drive	VERB
easat-9497	144	30	culture	culture	NOUN
easat-9497	144	31	anchored	anchor	VERB
easat-9497	144	32	by	by	ADP
easat-9497	144	33	robust	robust	ADJ
easat-9497	144	34	governance	governance	NOUN
easat-9497	144	35	and	and	CCONJ
easat-9497	144	36	persistent	persistent	ADJ
easat-9497	144	37	skill	skill	NOUN
easat-9497	144	38	enhancement	enhancement	NOUN
easat-9497	144	39	[	[	X
easat-9497	144	40	24	24	NUM
easat-9497	144	41	,	,	PUNCT
easat-9497	144	42	39	39	NUM
easat-9497	144	43	]	]	PUNCT
easat-9497	144	44	.	.	PUNCT
easat-9497	145	1	integrating	integrate	VERB
easat-9497	145	2	market	market	NOUN
easat-9497	145	3	analysis	analysis	NOUN
easat-9497	145	4	,	,	PUNCT
easat-9497	145	5	ai	ai	VERB
easat-9497	145	6	insights	insight	NOUN
easat-9497	145	7	,	,	PUNCT
easat-9497	145	8	and	and	CCONJ
easat-9497	145	9	data	datum	NOUN
easat-9497	145	10	analytics	analytic	NOUN
easat-9497	145	11	facilitate	facilitate	VERB
easat-9497	145	12	sustainable	sustainable	ADJ
easat-9497	145	13	digital	digital	ADJ
easat-9497	145	14	transformation	transformation	NOUN
easat-9497	145	15	,	,	PUNCT
easat-9497	145	16	particularly	particularly	ADV
easat-9497	145	17	in	in	ADP
easat-9497	145	18	developing	develop	VERB
easat-9497	145	19	markets	market	NOUN
easat-9497	145	20	—	—	PUNCT
easat-9497	145	21	surpassing	surpass	VERB
easat-9497	145	22	prior	prior	ADV
easat-9497	145	23	,	,	PUNCT
easat-9497	145	24	disintegrated	disintegrated	ADJ
easat-9497	145	25	tactics	tactic	NOUN
easat-9497	145	26	[	[	X
easat-9497	145	27	40	40	NUM
easat-9497	145	28	,	,	PUNCT
easat-9497	145	29	41	41	NUM
easat-9497	145	30	]	]	PUNCT
easat-9497	145	31	.	.	PUNCT
easat-9497	146	1	overall	overall	ADV
easat-9497	146	2	,	,	PUNCT
easat-9497	146	3	the	the	DET
easat-9497	146	4	analysis	analysis	NOUN
easat-9497	146	5	warrants	warrant	NOUN
easat-9497	146	6	a	a	DET
easat-9497	146	7	comprehensive	comprehensive	ADJ
easat-9497	146	8	,	,	PUNCT
easat-9497	146	9	ecosystem	ecosystem	NOUN
easat-9497	146	10	-	-	PUNCT
easat-9497	146	11	oriented	orient	VERB
easat-9497	146	12	approach	approach	NOUN
easat-9497	146	13	to	to	ADP
easat-9497	146	14	digital	digital	ADJ
easat-9497	146	15	transformation	transformation	NOUN
easat-9497	146	16	.	.	PUNCT
easat-9497	147	1	managers	manager	NOUN
easat-9497	147	2	must	must	AUX
easat-9497	147	3	advocate	advocate	VERB
easat-9497	147	4	organised	organised	ADJ
easat-9497	147	5	business	business	NOUN
easat-9497	147	6	research	research	NOUN
easat-9497	147	7	,	,	PUNCT
easat-9497	147	8	govern	govern	VERB
easat-9497	147	9	the	the	DET
easat-9497	147	10	effective	effective	ADJ
easat-9497	147	11	implementation	implementation	NOUN
easat-9497	147	12	of	of	ADP
easat-9497	147	13	ai	ai	PROPN
easat-9497	147	14	findings	finding	NOUN
easat-9497	147	15	,	,	PUNCT
easat-9497	147	16	and	and	CCONJ
easat-9497	147	17	invest	invest	VERB
easat-9497	147	18	in	in	ADP
easat-9497	147	19	versatile	versatile	ADJ
easat-9497	147	20	data	data	NOUN
easat-9497	147	21	infrastructure	infrastructure	NOUN
easat-9497	147	22	[	[	X
easat-9497	147	23	28	28	NUM
easat-9497	147	24	,	,	PUNCT
easat-9497	147	25	35	35	NUM
easat-9497	147	26	]	]	PUNCT
easat-9497	147	27	.	.	PUNCT
easat-9497	148	1	by	by	ADP
easat-9497	148	2	utilising	utilise	VERB
easat-9497	148	3	these	these	DET
easat-9497	148	4	strategic	strategic	ADJ
easat-9497	148	5	enablers	enabler	NOUN
easat-9497	148	6	,	,	PUNCT
easat-9497	148	7	saudi	saudi	ADJ
easat-9497	148	8	organisations	organisation	NOUN
easat-9497	148	9	can	can	AUX
easat-9497	148	10	drive	drive	VERB
easat-9497	148	11	real	real	ADJ
easat-9497	148	12	,	,	PUNCT
easat-9497	148	13	sustained	sustain	VERB
easat-9497	148	14	digital	digital	ADJ
easat-9497	148	15	innovation	innovation	NOUN
easat-9497	148	16	—	—	PUNCT
easat-9497	148	17	positioning	position	VERB
easat-9497	148	18	themselves	themselves	PRON
easat-9497	148	19	competitively	competitively	ADV
easat-9497	148	20	in	in	ADP
easat-9497	148	21	a	a	DET
easat-9497	148	22	fast	fast	ADV
easat-9497	148	23	-	-	PUNCT
easat-9497	148	24	developing	develop	VERB
easat-9497	148	25	global	global	ADJ
easat-9497	148	26	market	market	NOUN
easat-9497	149	1	[	[	X
easat-9497	149	2	7	7	NUM
easat-9497	149	3	]	]	PUNCT
easat-9497	149	4	.	.	PUNCT
easat-9497	150	1	6.1	6.1	NUM
easat-9497	150	2	.	.	PUNCT
easat-9497	150	3	limitations	limitation	NOUN
easat-9497	150	4	and	and	CCONJ
easat-9497	150	5	avenues	avenue	NOUN
easat-9497	150	6	for	for	ADP
easat-9497	150	7	future	future	ADJ
easat-9497	150	8	research	research	NOUN
easat-9497	150	9	although	although	SCONJ
easat-9497	150	10	the	the	DET
easat-9497	150	11	present	present	ADJ
easat-9497	150	12	research	research	NOUN
easat-9497	150	13	has	have	AUX
easat-9497	150	14	indeed	indeed	ADV
easat-9497	150	15	contributed	contribute	VERB
easat-9497	150	16	to	to	ADP
easat-9497	150	17	the	the	DET
easat-9497	150	18	current	current	ADJ
easat-9497	150	19	body	body	NOUN
easat-9497	150	20	of	of	ADP
easat-9497	150	21	knowledge	knowledge	NOUN
easat-9497	150	22	significantly	significantly	ADV
easat-9497	150	23	,	,	PUNCT
easat-9497	150	24	there	there	PRON
easat-9497	150	25	are	be	VERB
easat-9497	150	26	some	some	DET
easat-9497	150	27	limitations	limitation	NOUN
easat-9497	150	28	to	to	ADP
easat-9497	150	29	its	its	PRON
easat-9497	150	30	design	design	NOUN
easat-9497	150	31	that	that	PRON
easat-9497	150	32	will	will	AUX
easat-9497	150	33	provide	provide	VERB
easat-9497	150	34	ample	ample	ADJ
easat-9497	150	35	opportunity	opportunity	NOUN
easat-9497	150	36	for	for	ADP
easat-9497	150	37	aspiring	aspire	VERB
easat-9497	150	38	researchers	researcher	NOUN
easat-9497	150	39	.	.	PUNCT
easat-9497	151	1	first	first	ADV
easat-9497	151	2	,	,	PUNCT
easat-9497	151	3	the	the	DET
easat-9497	151	4	study	study	NOUN
easat-9497	151	5	used	use	VERB
easat-9497	151	6	a	a	DET
easat-9497	151	7	cross	cross	ADJ
easat-9497	151	8	-	-	ADJ
easat-9497	151	9	sectional	sectional	ADJ
easat-9497	151	10	design	design	NOUN
easat-9497	151	11	,	,	PUNCT
easat-9497	151	12	which	which	PRON
easat-9497	151	13	obtained	obtain	VERB
easat-9497	151	14	data	datum	NOUN
easat-9497	151	15	at	at	ADP
easat-9497	151	16	one	one	NUM
easat-9497	151	17	time	time	NOUN
easat-9497	151	18	[	[	X
easat-9497	151	19	42	42	NUM
easat-9497	151	20	]	]	PUNCT
easat-9497	151	21	.	.	PUNCT
easat-9497	152	1	although	although	SCONJ
easat-9497	152	2	this	this	DET
easat-9497	152	3	design	design	NOUN
easat-9497	152	4	gives	give	VERB
easat-9497	152	5	valuable	valuable	ADJ
easat-9497	152	6	glimpses	glimpse	NOUN
easat-9497	152	7	of	of	ADP
easat-9497	152	8	the	the	DET
easat-9497	152	9	current	current	ADJ
easat-9497	152	10	practice	practice	NOUN
easat-9497	152	11	and	and	CCONJ
easat-9497	152	12	attitude	attitude	NOUN
easat-9497	152	13	at	at	ADP
easat-9497	152	14	a	a	DET
easat-9497	152	15	given	give	VERB
easat-9497	152	16	moment	moment	NOUN
easat-9497	152	17	in	in	ADP
easat-9497	152	18	time	time	NOUN
easat-9497	152	19	,	,	PUNCT
easat-9497	152	20	it	it	PRON
easat-9497	152	21	intrinsically	intrinsically	ADV
easat-9497	152	22	limits	limit	VERB
easat-9497	152	23	the	the	DET
easat-9497	152	24	possibility	possibility	NOUN
easat-9497	152	25	of	of	ADP
easat-9497	152	26	making	make	VERB
easat-9497	152	27	firm	firm	ADJ
easat-9497	152	28	causal	causal	ADJ
easat-9497	152	29	conclusions	conclusion	NOUN
easat-9497	152	30	and	and	CCONJ
easat-9497	152	31	understanding	understand	VERB
easat-9497	152	32	the	the	DET
easat-9497	152	33	dynamic	dynamic	ADJ
easat-9497	152	34	processes	process	NOUN
easat-9497	152	35	of	of	ADP
easat-9497	152	36	digital	digital	ADJ
easat-9497	152	37	transformation	transformation	NOUN
easat-9497	152	38	as	as	SCONJ
easat-9497	152	39	it	it	PRON
easat-9497	152	40	develops	develop	VERB
easat-9497	152	41	over	over	ADP
easat-9497	152	42	time	time	NOUN
easat-9497	152	43	.	.	PUNCT
easat-9497	153	1	future	future	ADJ
easat-9497	153	2	studies	study	NOUN
easat-9497	153	3	would	would	AUX
easat-9497	153	4	,	,	PUNCT
easat-9497	153	5	therefore	therefore	ADV
easat-9497	153	6	,	,	PUNCT
easat-9497	153	7	significantly	significantly	ADV
easat-9497	153	8	be	be	AUX
easat-9497	153	9	enhanced	enhance	VERB
easat-9497	153	10	by	by	ADP
easat-9497	153	11	embracing	embrace	VERB
easat-9497	153	12	longitudinal	longitudinal	ADJ
easat-9497	153	13	patterns	pattern	NOUN
easat-9497	153	14	that	that	PRON
easat-9497	153	15	would	would	AUX
easat-9497	153	16	help	help	VERB
easat-9497	153	17	to	to	PART
easat-9497	153	18	more	more	ADV
easat-9497	153	19	effectively	effectively	ADV
easat-9497	153	20	understand	understand	VERB
easat-9497	153	21	the	the	DET
easat-9497	153	22	contribution	contribution	NOUN
easat-9497	153	23	of	of	ADP
easat-9497	153	24	business	business	NOUN
easat-9497	153	25	analysis	analysis	NOUN
easat-9497	153	26	,	,	PUNCT
easat-9497	153	27	ai	ai	VERB
easat-9497	153	28	insights	insight	NOUN
easat-9497	153	29	,	,	PUNCT
easat-9497	153	30	and	and	CCONJ
easat-9497	153	31	data	datum	NOUN
easat-9497	153	32	analytics	analytic	NOUN
easat-9497	153	33	to	to	PART
easat-9497	153	34	transformation	transformation	VERB
easat-9497	153	35	outcomes	outcome	NOUN
easat-9497	153	36	at	at	ADP
easat-9497	153	37	various	various	ADJ
easat-9497	153	38	levels	level	NOUN
easat-9497	153	39	of	of	ADP
easat-9497	153	40	maturity	maturity	NOUN
easat-9497	153	41	[	[	X
easat-9497	153	42	27	27	NUM
easat-9497	153	43	]	]	PUNCT
easat-9497	153	44	.	.	PUNCT
easat-9497	154	1	948	948	NUM
easat-9497	154	2	edelweiss	edelweiss	PROPN
easat-9497	154	3	applied	apply	VERB
easat-9497	154	4	science	science	NOUN
easat-9497	154	5	and	and	CCONJ
easat-9497	154	6	technology	technology	NOUN
easat-9497	154	7	issn	issn	PROPN
easat-9497	154	8	:	:	PUNCT
easat-9497	154	9	2576	2576	NUM
easat-9497	154	10	-	-	SYM
easat-9497	154	11	8484	8484	NUM
easat-9497	154	12	vol	vol	NOUN
easat-9497	154	13	.	.	PROPN
easat-9497	155	1	9	9	NUM
easat-9497	155	2	,	,	PUNCT
easat-9497	155	3	no	no	INTJ
easat-9497	155	4	.	.	NOUN
easat-9497	155	5	8	8	NUM
easat-9497	155	6	:	:	SYM
easat-9497	155	7	940	940	NUM
easat-9497	155	8	-	-	SYM
easat-9497	155	9	950	950	NUM
easat-9497	155	10	,	,	PUNCT
easat-9497	155	11	2025	2025	NUM
easat-9497	155	12	doi	doi	NOUN
easat-9497	155	13	:	:	PUNCT
easat-9497	155	14	10.55214/2576	10.55214/2576	NUM
easat-9497	155	15	-	-	PUNCT
easat-9497	155	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	155	17	©	©	ADP
easat-9497	155	18	2025	2025	NUM
easat-9497	155	19	by	by	ADP
easat-9497	155	20	the	the	DET
easat-9497	155	21	authors	author	NOUN
easat-9497	155	22	;	;	PUNCT
easat-9497	155	23	licensee	licensee	PROPN
easat-9497	155	24	learning	learning	NOUN
easat-9497	155	25	gate	gate	NOUN
easat-9497	155	26	secondly	secondly	ADV
easat-9497	155	27	,	,	PUNCT
easat-9497	155	28	the	the	DET
easat-9497	155	29	study	study	NOUN
easat-9497	155	30	was	be	AUX
easat-9497	155	31	confined	confine	VERB
easat-9497	155	32	exclusively	exclusively	ADV
easat-9497	155	33	to	to	ADP
easat-9497	155	34	saudi	saudi	ADJ
easat-9497	155	35	organisations	organisation	NOUN
easat-9497	155	36	.	.	PUNCT
easat-9497	156	1	while	while	SCONJ
easat-9497	156	2	this	this	DET
easat-9497	156	3	focused	focus	VERB
easat-9497	156	4	approach	approach	NOUN
easat-9497	156	5	enhances	enhance	VERB
easat-9497	156	6	contextual	contextual	ADJ
easat-9497	156	7	relevance	relevance	NOUN
easat-9497	156	8	and	and	CCONJ
easat-9497	156	9	addresses	address	VERB
easat-9497	156	10	a	a	DET
easat-9497	156	11	notable	notable	ADJ
easat-9497	156	12	gap	gap	NOUN
easat-9497	156	13	in	in	ADP
easat-9497	156	14	emerging	emerge	VERB
easat-9497	156	15	market	market	NOUN
easat-9497	156	16	research	research	NOUN
easat-9497	156	17	,	,	PUNCT
easat-9497	156	18	it	it	PRON
easat-9497	156	19	may	may	AUX
easat-9497	156	20	limit	limit	VERB
easat-9497	156	21	the	the	DET
easat-9497	156	22	generalisability	generalisability	NOUN
easat-9497	156	23	of	of	ADP
easat-9497	156	24	the	the	DET
easat-9497	156	25	findings	finding	NOUN
easat-9497	156	26	to	to	ADP
easat-9497	156	27	other	other	ADJ
easat-9497	156	28	national	national	ADJ
easat-9497	156	29	or	or	CCONJ
easat-9497	156	30	distinct	distinct	ADJ
easat-9497	156	31	cultural	cultural	ADJ
easat-9497	156	32	contexts	contexts	NOUN
easat-9497	156	33	.	.	PUNCT
easat-9497	157	1	future	future	ADJ
easat-9497	157	2	studies	study	NOUN
easat-9497	157	3	must	must	AUX
easat-9497	157	4	expand	expand	VERB
easat-9497	157	5	the	the	DET
easat-9497	157	6	geographical	geographical	ADJ
easat-9497	157	7	scope	scope	NOUN
easat-9497	157	8	to	to	PART
easat-9497	157	9	assess	assess	VERB
easat-9497	157	10	the	the	DET
easat-9497	157	11	applicability	applicability	NOUN
easat-9497	157	12	of	of	ADP
easat-9497	157	13	these	these	DET
easat-9497	157	14	findings	finding	NOUN
easat-9497	157	15	in	in	ADP
easat-9497	157	16	diverse	diverse	ADJ
easat-9497	157	17	global	global	ADJ
easat-9497	157	18	settings	setting	NOUN
easat-9497	157	19	[	[	X
easat-9497	157	20	34	34	NUM
easat-9497	157	21	]	]	PUNCT
easat-9497	157	22	.	.	PUNCT
easat-9497	158	1	thirdly	thirdly	ADV
easat-9497	158	2	,	,	PUNCT
easat-9497	158	3	the	the	DET
easat-9497	158	4	research	research	NOUN
easat-9497	158	5	examined	examine	VERB
easat-9497	158	6	the	the	DET
easat-9497	158	7	attitudes	attitude	NOUN
easat-9497	158	8	of	of	ADP
easat-9497	158	9	employees	employee	NOUN
easat-9497	158	10	at	at	ADP
easat-9497	158	11	the	the	DET
easat-9497	158	12	managerial	managerial	ADJ
easat-9497	158	13	level	level	NOUN
easat-9497	158	14	without	without	ADP
easat-9497	158	15	drawing	draw	VERB
easat-9497	158	16	clear	clear	ADJ
easat-9497	158	17	differences	difference	NOUN
easat-9497	158	18	among	among	ADP
easat-9497	158	19	different	different	ADJ
easat-9497	158	20	industry	industry	NOUN
easat-9497	158	21	sectors	sector	NOUN
easat-9497	158	22	or	or	CCONJ
easat-9497	158	23	the	the	DET
easat-9497	158	24	size	size	NOUN
easat-9497	158	25	of	of	ADP
easat-9497	158	26	organisations	organisation	NOUN
easat-9497	158	27	.	.	PUNCT
easat-9497	159	1	digital	digital	ADJ
easat-9497	159	2	transformation	transformation	NOUN
easat-9497	159	3	can	can	AUX
easat-9497	159	4	imply	imply	VERB
easat-9497	159	5	exceptional	exceptional	ADJ
easat-9497	159	6	challenges	challenge	NOUN
easat-9497	159	7	and	and	CCONJ
easat-9497	159	8	opportunities	opportunity	NOUN
easat-9497	159	9	in	in	ADP
easat-9497	159	10	different	different	ADJ
easat-9497	159	11	fields	field	NOUN
easat-9497	159	12	,	,	PUNCT
easat-9497	159	13	like	like	ADP
easat-9497	159	14	healthcare	healthcare	NOUN
easat-9497	159	15	,	,	PUNCT
easat-9497	159	16	education	education	NOUN
easat-9497	159	17	,	,	PUNCT
easat-9497	159	18	or	or	CCONJ
easat-9497	159	19	heavy	heavy	ADJ
easat-9497	159	20	industry	industry	NOUN
easat-9497	159	21	.	.	PUNCT
easat-9497	160	1	to	to	PART
easat-9497	160	2	offer	offer	VERB
easat-9497	160	3	more	more	ADV
easat-9497	160	4	customised	customised	ADJ
easat-9497	160	5	information	information	NOUN
easat-9497	160	6	,	,	PUNCT
easat-9497	160	7	future	future	ADJ
easat-9497	160	8	research	research	NOUN
easat-9497	160	9	might	might	AUX
easat-9497	160	10	carry	carry	VERB
easat-9497	160	11	out	out	ADP
easat-9497	160	12	sector	sector	NOUN
easat-9497	160	13	analysis	analysis	NOUN
easat-9497	160	14	or	or	CCONJ
easat-9497	160	15	comparative	comparative	ADJ
easat-9497	160	16	analysis	analysis	NOUN
easat-9497	160	17	between	between	ADP
easat-9497	160	18	small	small	ADJ
easat-9497	160	19	and	and	CCONJ
easat-9497	160	20	medium	medium	ADJ
easat-9497	160	21	-	-	PUNCT
easat-9497	160	22	sized	sized	ADJ
easat-9497	160	23	enterprises	enterprise	NOUN
easat-9497	160	24	(	(	PUNCT
easat-9497	160	25	smes	sme	NOUN
easat-9497	160	26	)	)	PUNCT
easat-9497	160	27	and	and	CCONJ
easat-9497	160	28	large	large	ADJ
easat-9497	160	29	companies	company	NOUN
easat-9497	160	30	.	.	PUNCT
easat-9497	161	1	last	last	ADJ
easat-9497	161	2	but	but	CCONJ
easat-9497	161	3	not	not	PART
easat-9497	161	4	least	least	ADJ
easat-9497	161	5	,	,	PUNCT
easat-9497	161	6	this	this	DET
easat-9497	161	7	study	study	NOUN
easat-9497	161	8	has	have	AUX
easat-9497	161	9	thoroughly	thoroughly	ADV
easat-9497	161	10	addressed	address	VERB
easat-9497	161	11	the	the	DET
easat-9497	161	12	aspects	aspect	NOUN
easat-9497	161	13	of	of	ADP
easat-9497	161	14	business	business	NOUN
easat-9497	161	15	analysis	analysis	NOUN
easat-9497	161	16	,	,	PUNCT
easat-9497	161	17	ai	ai	VERB
easat-9497	161	18	-	-	PUNCT
easat-9497	161	19	enabled	enable	VERB
easat-9497	161	20	insights	insight	NOUN
easat-9497	161	21	,	,	PUNCT
easat-9497	161	22	and	and	CCONJ
easat-9497	161	23	data	datum	NOUN
easat-9497	161	24	analytics	analytic	NOUN
easat-9497	161	25	but	but	CCONJ
easat-9497	161	26	failed	fail	VERB
easat-9497	161	27	to	to	PART
easat-9497	161	28	include	include	VERB
easat-9497	161	29	other	other	ADJ
easat-9497	161	30	possibly	possibly	ADV
easat-9497	161	31	impactful	impactful	ADJ
easat-9497	161	32	variables	variable	NOUN
easat-9497	161	33	,	,	PUNCT
easat-9497	161	34	including	include	VERB
easat-9497	161	35	corporate	corporate	ADJ
easat-9497	161	36	culture	culture	NOUN
easat-9497	161	37	,	,	PUNCT
easat-9497	161	38	leadership	leadership	NOUN
easat-9497	161	39	types	type	NOUN
easat-9497	161	40	,	,	PUNCT
easat-9497	161	41	organisational	organisational	ADJ
easat-9497	161	42	readiness	readiness	NOUN
easat-9497	161	43	to	to	ADP
easat-9497	161	44	technology	technology	NOUN
easat-9497	161	45	,	,	PUNCT
easat-9497	161	46	or	or	CCONJ
easat-9497	161	47	external	external	ADJ
easat-9497	161	48	environmental	environmental	ADJ
easat-9497	161	49	conditions	condition	NOUN
easat-9497	161	50	,	,	PUNCT
easat-9497	161	51	in	in	ADP
easat-9497	161	52	general	general	ADJ
easat-9497	161	53	.	.	PUNCT
easat-9497	162	1	the	the	DET
easat-9497	162	2	authors	author	NOUN
easat-9497	162	3	of	of	ADP
easat-9497	162	4	future	future	ADJ
easat-9497	162	5	studies	study	NOUN
easat-9497	162	6	are	be	AUX
easat-9497	162	7	welcome	welcome	ADJ
easat-9497	162	8	to	to	PART
easat-9497	162	9	include	include	VERB
easat-9497	162	10	these	these	DET
easat-9497	162	11	other	other	ADJ
easat-9497	162	12	variables	variable	NOUN
easat-9497	162	13	into	into	ADP
easat-9497	162	14	their	their	PRON
easat-9497	162	15	models	model	NOUN
easat-9497	162	16	to	to	PART
easat-9497	162	17	develop	develop	VERB
easat-9497	162	18	an	an	DET
easat-9497	162	19	even	even	ADV
easat-9497	162	20	more	more	ADV
easat-9497	162	21	all	all	ADV
easat-9497	162	22	-	-	PUNCT
easat-9497	162	23	rounded	rounded	ADJ
easat-9497	162	24	perception	perception	NOUN
easat-9497	162	25	of	of	ADP
easat-9497	162	26	the	the	DET
easat-9497	162	27	digital	digital	ADJ
easat-9497	162	28	transformation	transformation	NOUN
easat-9497	162	29	success	success	NOUN
easat-9497	162	30	multifaceted	multifaceted	ADJ
easat-9497	162	31	determinants	determinant	NOUN
easat-9497	162	32	.	.	PUNCT
easat-9497	163	1	transparency	transparency	NOUN
easat-9497	163	2	:	:	PUNCT
easat-9497	163	3	the	the	DET
easat-9497	163	4	authors	author	NOUN
easat-9497	163	5	confirm	confirm	VERB
easat-9497	163	6	that	that	SCONJ
easat-9497	163	7	the	the	DET
easat-9497	163	8	manuscript	manuscript	NOUN
easat-9497	163	9	is	be	AUX
easat-9497	163	10	an	an	DET
easat-9497	163	11	honest	honest	ADJ
easat-9497	163	12	,	,	PUNCT
easat-9497	163	13	accurate	accurate	ADJ
easat-9497	163	14	,	,	PUNCT
easat-9497	163	15	and	and	CCONJ
easat-9497	163	16	transparent	transparent	ADJ
easat-9497	163	17	account	account	NOUN
easat-9497	163	18	of	of	ADP
easat-9497	163	19	the	the	DET
easat-9497	163	20	study	study	NOUN
easat-9497	163	21	;	;	PUNCT
easat-9497	163	22	that	that	SCONJ
easat-9497	163	23	no	no	DET
easat-9497	163	24	vital	vital	ADJ
easat-9497	163	25	features	feature	NOUN
easat-9497	163	26	of	of	ADP
easat-9497	163	27	the	the	DET
easat-9497	163	28	study	study	NOUN
easat-9497	163	29	have	have	AUX
easat-9497	163	30	been	be	AUX
easat-9497	163	31	omitted	omit	VERB
easat-9497	163	32	;	;	PUNCT
easat-9497	163	33	and	and	CCONJ
easat-9497	163	34	that	that	SCONJ
easat-9497	163	35	any	any	DET
easat-9497	163	36	discrepancies	discrepancy	NOUN
easat-9497	163	37	from	from	ADP
easat-9497	163	38	the	the	DET
easat-9497	163	39	study	study	NOUN
easat-9497	163	40	as	as	SCONJ
easat-9497	163	41	planned	plan	VERB
easat-9497	163	42	have	have	AUX
easat-9497	163	43	been	be	AUX
easat-9497	163	44	explained	explain	VERB
easat-9497	163	45	.	.	PUNCT
easat-9497	164	1	this	this	DET
easat-9497	164	2	study	study	NOUN
easat-9497	164	3	followed	follow	VERB
easat-9497	164	4	all	all	DET
easat-9497	164	5	ethical	ethical	ADJ
easat-9497	164	6	practices	practice	NOUN
easat-9497	164	7	during	during	ADP
easat-9497	164	8	writing	writing	NOUN
easat-9497	164	9	.	.	PUNCT
easat-9497	165	1	copyright	copyright	NOUN
easat-9497	165	2	:	:	PUNCT
easat-9497	165	3	©	©	PROPN
easat-9497	165	4	2025	2025	NUM
easat-9497	165	5	by	by	ADP
easat-9497	165	6	the	the	DET
easat-9497	165	7	authors	author	NOUN
easat-9497	165	8	.	.	PUNCT
easat-9497	166	1	this	this	DET
easat-9497	166	2	open	open	ADJ
easat-9497	166	3	-	-	PUNCT
easat-9497	166	4	access	access	NOUN
easat-9497	166	5	article	article	NOUN
easat-9497	166	6	is	be	AUX
easat-9497	166	7	distributed	distribute	VERB
easat-9497	166	8	under	under	ADP
easat-9497	166	9	the	the	DET
easat-9497	166	10	terms	term	NOUN
easat-9497	166	11	and	and	CCONJ
easat-9497	166	12	conditions	condition	NOUN
easat-9497	166	13	of	of	ADP
easat-9497	166	14	the	the	DET
easat-9497	166	15	creative	creative	ADJ
easat-9497	166	16	commons	common	NOUN
easat-9497	166	17	attribution	attribution	NOUN
easat-9497	166	18	(	(	PUNCT
easat-9497	166	19	cc	cc	NOUN
easat-9497	166	20	by	by	ADP
easat-9497	166	21	)	)	PUNCT
easat-9497	166	22	license	license	NOUN
easat-9497	166	23	(	(	PUNCT
easat-9497	166	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-9497	166	25	)	)	PUNCT
easat-9497	166	26	.	.	PUNCT
easat-9497	167	1	references	reference	NOUN
easat-9497	167	2	[	[	X
easat-9497	167	3	1	1	NUM
easat-9497	167	4	]	]	PUNCT
easat-9497	167	5	c.	c.	PROPN
easat-9497	167	6	m.	m.	PROPN
easat-9497	167	7	amatucci	amatucci	PROPN
easat-9497	167	8	,	,	PUNCT
easat-9497	167	9	giovanni	giovanni	NOUN
easat-9497	167	10	,	,	PUNCT
easat-9497	167	11	"	"	PUNCT
easat-9497	167	12	sustainable	sustainable	ADJ
easat-9497	167	13	growth	growth	NOUN
easat-9497	167	14	and	and	CCONJ
easat-9497	167	15	the	the	DET
easat-9497	167	16	role	role	NOUN
easat-9497	167	17	of	of	ADP
easat-9497	167	18	artificial	artificial	ADJ
easat-9497	167	19	intelligence	intelligence	NOUN
easat-9497	167	20	in	in	ADP
easat-9497	167	21	improving	improve	VERB
easat-9497	167	22	circular	circular	ADJ
easat-9497	167	23	economy	economy	NOUN
easat-9497	167	24	,	,	PUNCT
easat-9497	167	25	"	"	PUNCT
easat-9497	167	26	law	law	NOUN
easat-9497	167	27	&	&	CCONJ
easat-9497	167	28	digital	digital	PROPN
easat-9497	167	29	technologies	technology	NOUN
easat-9497	167	30	,	,	PUNCT
easat-9497	167	31	vol	vol	NOUN
easat-9497	167	32	.	.	PROPN
easat-9497	168	1	2	2	NUM
easat-9497	168	2	,	,	PUNCT
easat-9497	168	3	no	no	INTJ
easat-9497	168	4	.	.	NOUN
easat-9497	168	5	1	1	NUM
easat-9497	168	6	,	,	PUNCT
easat-9497	168	7	pp	pp	ADJ
easat-9497	168	8	.	.	PUNCT
easat-9497	169	1	7	7	NUM
easat-9497	169	2	-	-	SYM
easat-9497	169	3	15	15	NUM
easat-9497	169	4	,	,	PUNCT
easat-9497	169	5	2022	2022	NUM
easat-9497	169	6	.	.	PUNCT
easat-9497	170	1	https://doi.org/10.18254/s278229070019620-8	https://doi.org/10.18254/s278229070019620-8	X
easat-9497	171	1	[	[	X
easat-9497	171	2	2	2	NUM
easat-9497	171	3	]	]	X
easat-9497	171	4	n.	n.	PROPN
easat-9497	171	5	al	al	PROPN
easat-9497	171	6	-	-	PUNCT
easat-9497	171	7	ramahi	ramahi	NOUN
easat-9497	171	8	,	,	PUNCT
easat-9497	171	9	f.	f.	PROPN
easat-9497	171	10	m.	m.	PROPN
easat-9497	171	11	kreishan	kreishan	PROPN
easat-9497	171	12	,	,	PUNCT
easat-9497	171	13	z.	z.	PROPN
easat-9497	171	14	hussain	hussain	PROPN
easat-9497	171	15	,	,	PUNCT
easat-9497	171	16	a.	a.	PROPN
easat-9497	171	17	khan	khan	PROPN
easat-9497	171	18	,	,	PUNCT
easat-9497	171	19	m.	m.	NOUN
easat-9497	171	20	alghizzawi	alghizzawi	PROPN
easat-9497	171	21	,	,	PUNCT
easat-9497	171	22	and	and	CCONJ
easat-9497	171	23	b.	b.	PROPN
easat-9497	171	24	m.	m.	PROPN
easat-9497	171	25	alwadi	alwadi	PROPN
easat-9497	171	26	,	,	PUNCT
easat-9497	171	27	"	"	PUNCT
easat-9497	171	28	unlocking	unlock	VERB
easat-9497	171	29	sustainable	sustainable	ADJ
easat-9497	171	30	growth	growth	NOUN
easat-9497	171	31	:	:	PUNCT
easat-9497	171	32	the	the	DET
easat-9497	171	33	role	role	NOUN
easat-9497	171	34	of	of	ADP
easat-9497	171	35	artificial	artificial	ADJ
easat-9497	171	36	intelligence	intelligence	NOUN
easat-9497	171	37	adoption	adoption	NOUN
easat-9497	171	38	in	in	ADP
easat-9497	171	39	jordan	jordan	PROPN
easat-9497	171	40	retail	retail	ADJ
easat-9497	171	41	sector	sector	NOUN
easat-9497	171	42	,	,	PUNCT
easat-9497	171	43	moderated	moderate	VERB
easat-9497	171	44	by	by	ADP
easat-9497	171	45	entrepreneurial	entrepreneurial	ADJ
easat-9497	171	46	orientation	orientation	NOUN
easat-9497	171	47	,	,	PUNCT
easat-9497	171	48	"	"	PUNCT
easat-9497	171	49	international	international	ADJ
easat-9497	171	50	review	review	NOUN
easat-9497	171	51	of	of	ADP
easat-9497	171	52	management	management	NOUN
easat-9497	171	53	and	and	CCONJ
easat-9497	171	54	marketing	marketing	NOUN
easat-9497	171	55	,	,	PUNCT
easat-9497	171	56	vol	vol	NOUN
easat-9497	171	57	.	.	PROPN
easat-9497	171	58	14	14	NUM
easat-9497	171	59	,	,	PUNCT
easat-9497	171	60	no	no	INTJ
easat-9497	171	61	.	.	NOUN
easat-9497	171	62	6	6	NUM
easat-9497	171	63	,	,	PUNCT
easat-9497	171	64	pp	pp	ADJ
easat-9497	171	65	.	.	PUNCT
easat-9497	172	1	143	143	NUM
easat-9497	172	2	-	-	SYM
easat-9497	172	3	155	155	NUM
easat-9497	172	4	,	,	PUNCT
easat-9497	172	5	2024	2024	NUM
easat-9497	172	6	.	.	PUNCT
easat-9497	173	1	https://doi.org/10.32479/irmm.16843	https://doi.org/10.32479/irmm.16843	VERB
easat-9497	173	2	[	[	X
easat-9497	173	3	3	3	NUM
easat-9497	173	4	]	]	X
easat-9497	173	5	m.	m.	NOUN
easat-9497	173	6	aboramadan	aboramadan	PROPN
easat-9497	173	7	,	,	PUNCT
easat-9497	173	8	m.	m.	NOUN
easat-9497	173	9	jebril	jebril	NOUN
easat-9497	173	10	,	,	PUNCT
easat-9497	173	11	and	and	CCONJ
easat-9497	173	12	a.	a.	PROPN
easat-9497	173	13	al	al	PROPN
easat-9497	173	14	maweri	maweri	PROPN
easat-9497	173	15	"	"	PUNCT
easat-9497	173	16	the	the	DET
easat-9497	173	17	role	role	NOUN
easat-9497	173	18	of	of	ADP
easat-9497	173	19	artificial	artificial	ADJ
easat-9497	173	20	intelligence	intelligence	NOUN
easat-9497	173	21	in	in	ADP
easat-9497	173	22	transforming	transform	VERB
easat-9497	173	23	human	human	ADJ
easat-9497	173	24	resource	resource	NOUN
easat-9497	173	25	management	management	NOUN
easat-9497	173	26	in	in	ADP
easat-9497	173	27	the	the	DET
easat-9497	173	28	middle	middle	PROPN
easat-9497	173	29	east	east	PROPN
easat-9497	173	30	,	,	PUNCT
easat-9497	173	31	"	"	PUNCT
easat-9497	173	32	in	in	ADP
easat-9497	173	33	hrm	hrm	PROPN
easat-9497	173	34	,	,	PUNCT
easat-9497	173	35	artificial	artificial	ADJ
easat-9497	173	36	intelligence	intelligence	NOUN
easat-9497	173	37	and	and	CCONJ
easat-9497	173	38	the	the	DET
easat-9497	173	39	future	future	NOUN
easat-9497	173	40	of	of	ADP
easat-9497	173	41	work	work	NOUN
easat-9497	173	42	:	:	PUNCT
easat-9497	173	43	insights	insight	NOUN
easat-9497	173	44	from	from	ADP
easat-9497	173	45	the	the	DET
easat-9497	173	46	global	global	ADJ
easat-9497	173	47	south	south	NOUN
easat-9497	173	48	,	,	PUNCT
easat-9497	173	49	o.	o.	PROPN
easat-9497	173	50	d.	d.	PROPN
easat-9497	173	51	adekoya	adekoya	PROPN
easat-9497	173	52	,	,	PUNCT
easat-9497	173	53	c.	c.	PROPN
easat-9497	173	54	mordi	mordi	PROPN
easat-9497	173	55	,	,	PUNCT
easat-9497	173	56	and	and	CCONJ
easat-9497	173	57	h.	h.	PROPN
easat-9497	173	58	a.	a.	PROPN
easat-9497	173	59	ajonbadi	ajonbadi	PROPN
easat-9497	173	60	eds	eds	PROPN
easat-9497	173	61	.	.	PUNCT
easat-9497	174	1	cham	cham	PROPN
easat-9497	174	2	:	:	PUNCT
easat-9497	174	3	springer	springer	NOUN
easat-9497	174	4	nature	nature	PROPN
easat-9497	174	5	switzerland	switzerland	PROPN
easat-9497	174	6	,	,	PUNCT
easat-9497	174	7	2024	2024	NUM
easat-9497	174	8	.	.	PUNCT
easat-9497	175	1	[	[	X
easat-9497	175	2	4	4	NUM
easat-9497	175	3	]	]	PUNCT
easat-9497	175	4	a.	a.	PROPN
easat-9497	175	5	b.	b.	PROPN
easat-9497	175	6	arrieta	arrieta	PROPN
easat-9497	175	7	et	et	PROPN
easat-9497	175	8	al	al	PROPN
easat-9497	175	9	.	.	PROPN
easat-9497	175	10	,	,	PUNCT
easat-9497	175	11	"	"	PUNCT
easat-9497	175	12	explainable	explainable	ADJ
easat-9497	175	13	artificial	artificial	ADJ
easat-9497	175	14	intelligence	intelligence	NOUN
easat-9497	175	15	(	(	PUNCT
easat-9497	175	16	xai	xai	PROPN
easat-9497	175	17	):	):	PUNCT
easat-9497	175	18	concepts	concept	NOUN
easat-9497	175	19	,	,	PUNCT
easat-9497	175	20	taxonomies	taxonomy	NOUN
easat-9497	175	21	,	,	PUNCT
easat-9497	175	22	opportunities	opportunity	NOUN
easat-9497	175	23	and	and	CCONJ
easat-9497	175	24	challenges	challenge	NOUN
easat-9497	175	25	toward	toward	ADP
easat-9497	175	26	responsible	responsible	ADJ
easat-9497	175	27	ai	ai	NOUN
easat-9497	175	28	,	,	PUNCT
easat-9497	175	29	"	"	PUNCT
easat-9497	175	30	information	information	NOUN
easat-9497	175	31	fusion	fusion	NOUN
easat-9497	175	32	,	,	PUNCT
easat-9497	175	33	vol	vol	NOUN
easat-9497	175	34	.	.	PROPN
easat-9497	176	1	58	58	NUM
easat-9497	176	2	,	,	PUNCT
easat-9497	176	3	pp	pp	ADJ
easat-9497	176	4	.	.	PUNCT
easat-9497	177	1	82	82	NUM
easat-9497	177	2	-	-	SYM
easat-9497	177	3	115	115	NUM
easat-9497	177	4	,	,	PUNCT
easat-9497	177	5	2020	2020	NUM
easat-9497	177	6	.	.	PUNCT
easat-9497	178	1	[	[	X
easat-9497	178	2	5	5	NUM
easat-9497	178	3	]	]	PUNCT
easat-9497	178	4	a.	a.	NOUN
easat-9497	178	5	m.	m.	PROPN
easat-9497	178	6	al	al	PROPN
easat-9497	178	7	-	-	PUNCT
easat-9497	178	8	zahrani	zahrani	PROPN
easat-9497	178	9	and	and	CCONJ
easat-9497	178	10	t.	t.	PROPN
easat-9497	178	11	m.	m.	NOUN
easat-9497	178	12	alasmari	alasmari	PROPN
easat-9497	178	13	,	,	PUNCT
easat-9497	178	14	"	"	PUNCT
easat-9497	178	15	a	a	DET
easat-9497	178	16	comprehensive	comprehensive	ADJ
easat-9497	178	17	analysis	analysis	NOUN
easat-9497	178	18	of	of	ADP
easat-9497	178	19	ai	ai	ADJ
easat-9497	178	20	adoption	adoption	NOUN
easat-9497	178	21	,	,	PUNCT
easat-9497	178	22	implementation	implementation	NOUN
easat-9497	178	23	strategies	strategy	NOUN
easat-9497	178	24	,	,	PUNCT
easat-9497	178	25	and	and	CCONJ
easat-9497	178	26	challenges	challenge	NOUN
easat-9497	178	27	in	in	ADP
easat-9497	178	28	higher	high	ADJ
easat-9497	178	29	education	education	NOUN
easat-9497	178	30	across	across	ADP
easat-9497	178	31	the	the	DET
easat-9497	178	32	middle	middle	PROPN
easat-9497	178	33	east	east	PROPN
easat-9497	178	34	and	and	CCONJ
easat-9497	178	35	north	north	PROPN
easat-9497	178	36	africa	africa	PROPN
easat-9497	178	37	(	(	PUNCT
easat-9497	178	38	mena	mena	PROPN
easat-9497	178	39	)	)	PUNCT
easat-9497	178	40	region	region	NOUN
easat-9497	178	41	,	,	PUNCT
easat-9497	178	42	"	"	PUNCT
easat-9497	178	43	education	education	NOUN
easat-9497	178	44	and	and	CCONJ
easat-9497	178	45	information	information	NOUN
easat-9497	178	46	technologies	technology	NOUN
easat-9497	178	47	,	,	PUNCT
easat-9497	178	48	vol	vol	NOUN
easat-9497	178	49	.	.	PROPN
easat-9497	178	50	30	30	NUM
easat-9497	178	51	,	,	PUNCT
easat-9497	178	52	no	no	INTJ
easat-9497	178	53	.	.	NOUN
easat-9497	178	54	8	8	NUM
easat-9497	178	55	,	,	PUNCT
easat-9497	178	56	pp	pp	ADJ
easat-9497	178	57	.	.	PUNCT
easat-9497	179	1	11339	11339	NUM
easat-9497	179	2	-	-	SYM
easat-9497	179	3	11389	11389	NUM
easat-9497	179	4	,	,	PUNCT
easat-9497	179	5	2025	2025	NUM
easat-9497	179	6	.	.	PUNCT
easat-9497	180	1	https://doi.org/10.1007/s10639-024-13300-y	https://doi.org/10.1007/s10639-024-13300-y	NOUN
easat-9497	180	2	[	[	X
easat-9497	180	3	6	6	NUM
easat-9497	180	4	]	]	X
easat-9497	180	5	y.	y.	PROPN
easat-9497	180	6	wang	wang	PROPN
easat-9497	180	7	and	and	CCONJ
easat-9497	180	8	y.	y.	PROPN
easat-9497	180	9	li	li	PROPN
easat-9497	180	10	,	,	PUNCT
easat-9497	180	11	"	"	PUNCT
easat-9497	180	12	chinese	chinese	ADJ
easat-9497	180	13	economic	economic	ADJ
easat-9497	180	14	growth	growth	NOUN
easat-9497	180	15	and	and	CCONJ
easat-9497	180	16	sustainable	sustainable	ADJ
easat-9497	180	17	development	development	NOUN
easat-9497	180	18	:	:	PUNCT
easat-9497	180	19	role	role	NOUN
easat-9497	180	20	of	of	ADP
easat-9497	180	21	artificial	artificial	ADJ
easat-9497	180	22	intelligence	intelligence	NOUN
easat-9497	180	23	and	and	CCONJ
easat-9497	180	24	natural	natural	ADJ
easat-9497	180	25	resource	resource	NOUN
easat-9497	180	26	management	management	NOUN
easat-9497	180	27	,	,	PUNCT
easat-9497	180	28	"	"	PUNCT
easat-9497	180	29	resources	resource	NOUN
easat-9497	180	30	policy	policy	NOUN
easat-9497	180	31	,	,	PUNCT
easat-9497	180	32	vol	vol	NOUN
easat-9497	180	33	.	.	PROPN
easat-9497	180	34	85	85	NUM
easat-9497	180	35	,	,	PUNCT
easat-9497	180	36	p.	p.	NOUN
easat-9497	180	37	103996	103996	NUM
easat-9497	180	38	,	,	PUNCT
easat-9497	180	39	2023	2023	NUM
easat-9497	180	40	.	.	PUNCT
easat-9497	181	1	https://doi.org/10.1016/j.resourpol.2023.103996	https://doi.org/10.1016/j.resourpol.2023.103996	PROPN
easat-9497	181	2	[	[	X
easat-9497	181	3	7	7	X
easat-9497	181	4	]	]	PUNCT
easat-9497	181	5	s.	s.	PROPN
easat-9497	181	6	s.	s.	PROPN
easat-9497	181	7	aqueeb	aqueeb	PROPN
easat-9497	181	8	,	,	PUNCT
easat-9497	181	9	s.	s.	PROPN
easat-9497	181	10	m.	m.	PROPN
easat-9497	181	11	alshibani	alshibani	PROPN
easat-9497	181	12	,	,	PUNCT
easat-9497	181	13	g.	g.	PROPN
easat-9497	181	14	jain	jain	PROPN
easat-9497	181	15	,	,	PUNCT
easat-9497	181	16	b.	b.	PROPN
easat-9497	181	17	gupta	gupta	PROPN
easat-9497	181	18	,	,	PUNCT
easat-9497	181	19	and	and	CCONJ
easat-9497	181	20	a.	a.	NOUN
easat-9497	181	21	mehrotra	mehrotra	PROPN
easat-9497	181	22	,	,	PUNCT
easat-9497	181	23	"	"	PUNCT
easat-9497	181	24	artificial	artificial	ADJ
easat-9497	181	25	intelligence	intelligence	NOUN
easat-9497	181	26	(	(	PUNCT
easat-9497	181	27	ai)-driven	ai)-driven	ADP
easat-9497	181	28	strategic	strategic	ADJ
easat-9497	181	29	business	business	NOUN
easat-9497	181	30	model	model	NOUN
easat-9497	181	31	innovations	innovation	NOUN
easat-9497	181	32	in	in	ADP
easat-9497	181	33	smalland	smalland	NOUN
easat-9497	181	34	medium	medium	ADJ
easat-9497	181	35	-	-	PUNCT
easat-9497	181	36	sized	sized	ADJ
easat-9497	181	37	enterprises	enterprise	NOUN
easat-9497	181	38	.	.	PUNCT
easat-9497	182	1	insights	insight	NOUN
easat-9497	182	2	on	on	ADP
easat-9497	182	3	technological	technological	ADJ
easat-9497	182	4	and	and	CCONJ
easat-9497	182	5	strategic	strategic	ADJ
easat-9497	182	6	enablers	enabler	NOUN
easat-9497	182	7	for	for	ADP
easat-9497	182	8	carbon	carbon	NOUN
easat-9497	182	9	neutral	neutral	ADJ
easat-9497	182	10	businesses	business	NOUN
easat-9497	182	11	,	,	PUNCT
easat-9497	182	12	"	"	PUNCT
easat-9497	182	13	business	business	NOUN
easat-9497	182	14	strategy	strategy	NOUN
easat-9497	182	15	and	and	CCONJ
easat-9497	182	16	the	the	DET
easat-9497	182	17	environment	environment	NOUN
easat-9497	182	18	,	,	PUNCT
easat-9497	182	19	vol	vol	NOUN
easat-9497	182	20	.	.	PROPN
easat-9497	182	21	33	33	NUM
easat-9497	182	22	,	,	PUNCT
easat-9497	182	23	no	no	INTJ
easat-9497	182	24	.	.	NOUN
easat-9497	182	25	4	4	NUM
easat-9497	182	26	,	,	PUNCT
easat-9497	182	27	pp	pp	ADJ
easat-9497	182	28	.	.	PUNCT
easat-9497	183	1	2731	2731	NUM
easat-9497	183	2	-	-	SYM
easat-9497	183	3	2751	2751	NUM
easat-9497	183	4	,	,	PUNCT
easat-9497	183	5	2024	2024	NUM
easat-9497	183	6	.	.	PUNCT
easat-9497	184	1	https://doi.org/10.1002/bse.3617	https://doi.org/10.1002/bse.3617	PROPN
easat-9497	184	2	[	[	X
easat-9497	184	3	8	8	NUM
easat-9497	184	4	]	]	X
easat-9497	184	5	g.	g.	PROPN
easat-9497	184	6	gopal	gopal	PROPN
easat-9497	184	7	,	,	PUNCT
easat-9497	184	8	c.	c.	PROPN
easat-9497	184	9	suter	suter	PROPN
easat-9497	184	10	-	-	PUNCT
easat-9497	184	11	crazzolara	crazzolara	PROPN
easat-9497	184	12	,	,	PUNCT
easat-9497	184	13	l.	l.	PROPN
easat-9497	184	14	toldo	toldo	PROPN
easat-9497	184	15	,	,	PUNCT
easat-9497	184	16	and	and	CCONJ
easat-9497	184	17	w.	w.	PROPN
easat-9497	184	18	eberhardt	eberhardt	PROPN
easat-9497	184	19	,	,	PUNCT
easat-9497	184	20	"	"	PUNCT
easat-9497	184	21	digital	digital	ADJ
easat-9497	184	22	transformation	transformation	NOUN
easat-9497	184	23	in	in	ADP
easat-9497	184	24	healthcare	healthcare	NOUN
easat-9497	184	25	–	–	PUNCT
easat-9497	184	26	architectures	architecture	NOUN
easat-9497	184	27	of	of	ADP
easat-9497	184	28	present	present	ADJ
easat-9497	184	29	and	and	CCONJ
easat-9497	184	30	future	future	ADJ
easat-9497	184	31	information	information	NOUN
easat-9497	184	32	technologies	technology	NOUN
easat-9497	184	33	,	,	PUNCT
easat-9497	184	34	"	"	PUNCT
easat-9497	184	35	clinical	clinical	ADJ
easat-9497	184	36	chemistry	chemistry	NOUN
easat-9497	184	37	and	and	CCONJ
easat-9497	184	38	laboratory	laboratory	NOUN
easat-9497	184	39	medicine	medicine	NOUN
easat-9497	184	40	,	,	PUNCT
easat-9497	184	41	vol	vol	NOUN
easat-9497	184	42	.	.	PROPN
easat-9497	184	43	57	57	NUM
easat-9497	184	44	,	,	PUNCT
easat-9497	184	45	no	no	INTJ
easat-9497	184	46	.	.	NOUN
easat-9497	184	47	3	3	NUM
easat-9497	184	48	,	,	PUNCT
easat-9497	184	49	pp	pp	ADJ
easat-9497	184	50	.	.	PUNCT
easat-9497	185	1	328	328	NUM
easat-9497	185	2	-	-	SYM
easat-9497	185	3	335	335	NUM
easat-9497	185	4	,	,	PUNCT
easat-9497	185	5	2019	2019	NUM
easat-9497	185	6	.	.	PUNCT
easat-9497	186	1	https://doi.org/10.1515/cclm-2018-0658	https://doi.org/10.1515/cclm-2018-0658	X
easat-9497	187	1	[	[	X
easat-9497	187	2	9	9	NUM
easat-9497	187	3	]	]	PUNCT
easat-9497	187	4	b.	b.	PROPN
easat-9497	187	5	rathore	rathore	PROPN
easat-9497	187	6	,	,	PUNCT
easat-9497	187	7	"	"	PUNCT
easat-9497	187	8	digital	digital	ADJ
easat-9497	187	9	transformation	transformation	NOUN
easat-9497	187	10	4.0	4.0	NUM
easat-9497	187	11	:	:	PUNCT
easat-9497	187	12	integration	integration	NOUN
easat-9497	187	13	of	of	ADP
easat-9497	187	14	artificial	artificial	ADJ
easat-9497	187	15	intelligence	intelligence	NOUN
easat-9497	187	16	&	&	CCONJ
easat-9497	187	17	metaverse	metaverse	VERB
easat-9497	187	18	in	in	ADP
easat-9497	187	19	marketing	marketing	NOUN
easat-9497	187	20	,	,	PUNCT
easat-9497	187	21	"	"	PUNCT
easat-9497	187	22	eduzone	eduzone	VERB
easat-9497	187	23	:	:	PUNCT
easat-9497	187	24	international	international	ADJ
easat-9497	187	25	peer	peer	NOUN
easat-9497	187	26	reviewed	review	VERB
easat-9497	187	27	/	/	SYM
easat-9497	187	28	refereed	refereed	ADJ
easat-9497	187	29	multidisciplinary	multidisciplinary	ADJ
easat-9497	187	30	journal	journal	NOUN
easat-9497	187	31	,	,	PUNCT
easat-9497	187	32	vol	vol	NOUN
easat-9497	187	33	.	.	PROPN
easat-9497	187	34	12	12	NUM
easat-9497	187	35	,	,	PUNCT
easat-9497	187	36	no	no	INTJ
easat-9497	187	37	.	.	NOUN
easat-9497	187	38	1	1	NUM
easat-9497	187	39	,	,	PUNCT
easat-9497	187	40	pp	pp	ADJ
easat-9497	187	41	.	.	PUNCT
easat-9497	188	1	42	42	NUM
easat-9497	188	2	-	-	SYM
easat-9497	188	3	48	48	NUM
easat-9497	188	4	,	,	PUNCT
easat-9497	188	5	2023	2023	NUM
easat-9497	188	6	.	.	PUNCT
easat-9497	189	1	https://doi.org/10.56614/eiprmj.v12i1y23.248	https://doi.org/10.56614/eiprmj.v12i1y23.248	NOUN
easat-9497	189	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-9497	189	3	https://doi.org/10.18254/s278229070019620-8	https://doi.org/10.18254/s278229070019620-8	AUX
easat-9497	189	4	https://doi.org/10.32479/irmm.16843	https://doi.org/10.32479/irmm.16843	VERB
easat-9497	189	5	https://doi.org/10.1007/s10639-024-13300-y	https://doi.org/10.1007/s10639-024-13300-y	PROPN
easat-9497	189	6	https://doi.org/10.1016/j.resourpol.2023.103996	https://doi.org/10.1016/j.resourpol.2023.103996	PROPN
easat-9497	189	7	https://doi.org/10.1002/bse.3617	https://doi.org/10.1002/bse.3617	PROPN
easat-9497	189	8	https://doi.org/10.1515/cclm-2018-0658	https://doi.org/10.1515/cclm-2018-0658	PROPN
easat-9497	189	9	https://doi.org/10.56614/eiprmj.v12i1y23.248	https://doi.org/10.56614/eiprmj.v12i1y23.248	NOUN
easat-9497	189	10	949	949	NUM
easat-9497	189	11	edelweiss	edelweiss	PROPN
easat-9497	189	12	applied	apply	VERB
easat-9497	189	13	science	science	NOUN
easat-9497	189	14	and	and	CCONJ
easat-9497	189	15	technology	technology	NOUN
easat-9497	189	16	issn	issn	PROPN
easat-9497	189	17	:	:	PUNCT
easat-9497	189	18	2576	2576	NUM
easat-9497	189	19	-	-	SYM
easat-9497	189	20	8484	8484	NUM
easat-9497	189	21	vol	vol	NOUN
easat-9497	189	22	.	.	PROPN
easat-9497	190	1	9	9	NUM
easat-9497	190	2	,	,	PUNCT
easat-9497	190	3	no	no	INTJ
easat-9497	190	4	.	.	NOUN
easat-9497	190	5	8	8	NUM
easat-9497	190	6	:	:	SYM
easat-9497	190	7	940	940	NUM
easat-9497	190	8	-	-	SYM
easat-9497	190	9	950	950	NUM
easat-9497	190	10	,	,	PUNCT
easat-9497	190	11	2025	2025	NUM
easat-9497	190	12	doi	doi	NOUN
easat-9497	190	13	:	:	PUNCT
easat-9497	190	14	10.55214/2576	10.55214/2576	NUM
easat-9497	190	15	-	-	PUNCT
easat-9497	190	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	190	17	©	©	ADP
easat-9497	190	18	2025	2025	NUM
easat-9497	190	19	by	by	ADP
easat-9497	190	20	the	the	DET
easat-9497	190	21	authors	author	NOUN
easat-9497	190	22	;	;	PUNCT
easat-9497	190	23	licensee	licensee	PROPN
easat-9497	190	24	learning	learning	NOUN
easat-9497	190	25	gate	gate	NOUN
easat-9497	191	1	[	[	X
easat-9497	191	2	10	10	NUM
easat-9497	191	3	]	]	PUNCT
easat-9497	191	4	m.	m.	NOUN
easat-9497	191	5	m.	m.	PROPN
easat-9497	191	6	queiroz	queiroz	PROPN
easat-9497	191	7	,	,	PUNCT
easat-9497	191	8	r.	r.	PROPN
easat-9497	191	9	telles	telles	PROPN
easat-9497	191	10	,	,	PUNCT
easat-9497	191	11	and	and	CCONJ
easat-9497	191	12	s.	s.	PROPN
easat-9497	191	13	h.	h.	PROPN
easat-9497	191	14	bonilla	bonilla	PROPN
easat-9497	191	15	,	,	PUNCT
easat-9497	191	16	"	"	PUNCT
easat-9497	191	17	blockchain	blockchain	NOUN
easat-9497	191	18	and	and	CCONJ
easat-9497	191	19	supply	supply	NOUN
easat-9497	191	20	chain	chain	NOUN
easat-9497	191	21	management	management	NOUN
easat-9497	191	22	integration	integration	NOUN
easat-9497	191	23	:	:	PUNCT
easat-9497	191	24	a	a	DET
easat-9497	191	25	systematic	systematic	ADJ
easat-9497	191	26	review	review	NOUN
easat-9497	191	27	of	of	ADP
easat-9497	191	28	the	the	DET
easat-9497	191	29	literature	literature	NOUN
easat-9497	191	30	,	,	PUNCT
easat-9497	191	31	"	"	PUNCT
easat-9497	191	32	supply	supply	NOUN
easat-9497	191	33	chain	chain	NOUN
easat-9497	191	34	management	management	NOUN
easat-9497	191	35	:	:	PUNCT
easat-9497	191	36	an	an	DET
easat-9497	191	37	international	international	ADJ
easat-9497	191	38	journal	journal	NOUN
easat-9497	191	39	,	,	PUNCT
easat-9497	191	40	vol	vol	NOUN
easat-9497	191	41	.	.	PROPN
easat-9497	191	42	25	25	NUM
easat-9497	191	43	,	,	PUNCT
easat-9497	191	44	no	no	INTJ
easat-9497	191	45	.	.	NOUN
easat-9497	191	46	2	2	NUM
easat-9497	191	47	,	,	PUNCT
easat-9497	191	48	pp	pp	ADJ
easat-9497	191	49	.	.	PUNCT
easat-9497	192	1	241	241	NUM
easat-9497	192	2	-	-	SYM
easat-9497	192	3	254	254	NUM
easat-9497	192	4	,	,	PUNCT
easat-9497	192	5	2020	2020	NUM
easat-9497	192	6	.	.	PUNCT
easat-9497	193	1	[	[	X
easat-9497	193	2	11	11	NUM
easat-9497	193	3	]	]	X
easat-9497	193	4	f.	f.	PROPN
easat-9497	193	5	psarommatis	psarommatis	PROPN
easat-9497	193	6	,	,	PUNCT
easat-9497	193	7	g.	g.	PROPN
easat-9497	193	8	may	may	AUX
easat-9497	193	9	,	,	PUNCT
easat-9497	193	10	and	and	CCONJ
easat-9497	193	11	v.	v.	ADP
easat-9497	193	12	azamfirei	azamfirei	ADJ
easat-9497	193	13	,	,	PUNCT
easat-9497	193	14	"	"	PUNCT
easat-9497	193	15	envisioning	envision	VERB
easat-9497	193	16	maintenance	maintenance	NOUN
easat-9497	193	17	5.0	5.0	NUM
easat-9497	193	18	:	:	PUNCT
easat-9497	193	19	insights	insight	NOUN
easat-9497	193	20	from	from	ADP
easat-9497	193	21	a	a	DET
easat-9497	193	22	systematic	systematic	ADJ
easat-9497	193	23	literature	literature	NOUN
easat-9497	193	24	review	review	NOUN
easat-9497	193	25	of	of	ADP
easat-9497	193	26	industry	industry	NOUN
easat-9497	193	27	4.0	4.0	NUM
easat-9497	193	28	and	and	CCONJ
easat-9497	193	29	a	a	DET
easat-9497	193	30	proposed	propose	VERB
easat-9497	193	31	framework	framework	NOUN
easat-9497	193	32	,	,	PUNCT
easat-9497	193	33	"	"	PUNCT
easat-9497	193	34	journal	journal	NOUN
easat-9497	193	35	of	of	ADP
easat-9497	193	36	manufacturing	manufacturing	NOUN
easat-9497	193	37	systems	system	NOUN
easat-9497	193	38	,	,	PUNCT
easat-9497	193	39	vol	vol	NOUN
easat-9497	193	40	.	.	PROPN
easat-9497	194	1	68	68	NUM
easat-9497	194	2	,	,	PUNCT
easat-9497	194	3	pp	pp	ADJ
easat-9497	194	4	.	.	PUNCT
easat-9497	195	1	376	376	NUM
easat-9497	195	2	-	-	SYM
easat-9497	195	3	399	399	NUM
easat-9497	195	4	,	,	PUNCT
easat-9497	195	5	2023	2023	NUM
easat-9497	195	6	.	.	PUNCT
easat-9497	196	1	https://doi.org/10.1016/j.jmsy.2023.04.009	https://doi.org/10.1016/j.jmsy.2023.04.009	NOUN
easat-9497	196	2	[	[	X
easat-9497	196	3	12	12	NUM
easat-9497	196	4	]	]	X
easat-9497	196	5	d.	d.	PROPN
easat-9497	196	6	remta	remta	PROPN
easat-9497	196	7	and	and	CCONJ
easat-9497	196	8	a.	a.	NOUN
easat-9497	196	9	buchalcevova	buchalcevova	PROPN
easat-9497	196	10	,	,	PUNCT
easat-9497	196	11	"	"	PUNCT
easat-9497	196	12	product	product	NOUN
easat-9497	196	13	owner	owner	NOUN
easat-9497	196	14	’s	’s	PART
easat-9497	196	15	journey	journey	NOUN
easat-9497	196	16	to	to	ADP
easat-9497	196	17	safe	safe	ADJ
easat-9497	196	18	®	®	NOUN
easat-9497	196	19	—role	—role	NOUN
easat-9497	196	20	changes	change	NOUN
easat-9497	196	21	in	in	ADP
easat-9497	196	22	scaled	scale	VERB
easat-9497	196	23	agile	agile	ADJ
easat-9497	196	24	framework	framework	NOUN
easat-9497	196	25	®	®	NOUN
easat-9497	196	26	,	,	PUNCT
easat-9497	196	27	"	"	PUNCT
easat-9497	196	28	information	information	NOUN
easat-9497	196	29	,	,	PUNCT
easat-9497	196	30	vol	vol	NOUN
easat-9497	196	31	.	.	PROPN
easat-9497	196	32	12	12	NUM
easat-9497	196	33	,	,	PUNCT
easat-9497	196	34	no	no	INTJ
easat-9497	196	35	.	.	NOUN
easat-9497	196	36	3	3	NUM
easat-9497	196	37	,	,	PUNCT
easat-9497	196	38	p.	p.	NOUN
easat-9497	196	39	107	107	NUM
easat-9497	196	40	,	,	PUNCT
easat-9497	196	41	2021	2021	NUM
easat-9497	196	42	.	.	PUNCT
easat-9497	197	1	https://doi.org/10.3390/info12030107	https://doi.org/10.3390/info12030107	NOUN
easat-9497	198	1	[	[	X
easat-9497	198	2	13	13	NUM
easat-9497	198	3	]	]	PUNCT
easat-9497	198	4	l.	l.	PROPN
easat-9497	198	5	s.	s.	PROPN
easat-9497	198	6	ambati	ambati	PROPN
easat-9497	198	7	,	,	PUNCT
easat-9497	198	8	k.	k.	PROPN
easat-9497	198	9	narukonda	narukonda	PROPN
easat-9497	198	10	,	,	PUNCT
easat-9497	198	11	g.	g.	PROPN
easat-9497	198	12	r.	r.	PROPN
easat-9497	198	13	bojja	bojja	PROPN
easat-9497	198	14	,	,	PUNCT
easat-9497	198	15	and	and	CCONJ
easat-9497	198	16	d.	d.	PROPN
easat-9497	198	17	bishop	bishop	PROPN
easat-9497	198	18	,	,	PUNCT
easat-9497	198	19	"	"	PUNCT
easat-9497	198	20	factors	factor	NOUN
easat-9497	198	21	influencing	influence	VERB
easat-9497	198	22	the	the	DET
easat-9497	198	23	adoption	adoption	NOUN
easat-9497	198	24	of	of	ADP
easat-9497	198	25	artificial	artificial	ADJ
easat-9497	198	26	intelligence	intelligence	NOUN
easat-9497	198	27	in	in	ADP
easat-9497	198	28	organizations	organization	NOUN
easat-9497	198	29	–	–	PUNCT
easat-9497	198	30	from	from	ADP
easat-9497	198	31	an	an	DET
easat-9497	198	32	employee	employee	NOUN
easat-9497	198	33	’s	’s	PART
easat-9497	198	34	perspective	perspective	NOUN
easat-9497	198	35	,	,	PUNCT
easat-9497	198	36	"	"	PUNCT
easat-9497	198	37	in	in	ADP
easat-9497	198	38	mwais	mwais	NOUN
easat-9497	198	39	2020	2020	NUM
easat-9497	198	40	proceedings	proceeding	NOUN
easat-9497	198	41	(	(	PUNCT
easat-9497	198	42	paper	paper	NOUN
easat-9497	198	43	no	no	INTJ
easat-9497	198	44	.	.	PROPN
easat-9497	198	45	20	20	NUM
easat-9497	198	46	)	)	PUNCT
easat-9497	198	47	.	.	PUNCT
easat-9497	199	1	association	association	NOUN
easat-9497	199	2	for	for	ADP
easat-9497	199	3	information	information	NOUN
easat-9497	199	4	systems	system	NOUN
easat-9497	199	5	electronic	electronic	ADJ
easat-9497	199	6	library	library	NOUN
easat-9497	199	7	(	(	PUNCT
easat-9497	199	8	aisel	aisel	NOUN
easat-9497	199	9	)	)	PUNCT
easat-9497	199	10	,	,	PUNCT
easat-9497	199	11	2020	2020	NUM
easat-9497	199	12	.	.	PUNCT
easat-9497	200	1	[	[	X
easat-9497	200	2	14	14	NUM
easat-9497	200	3	]	]	X
easat-9497	200	4	r.	r.	PROPN
easat-9497	200	5	houborg	houborg	PROPN
easat-9497	200	6	and	and	CCONJ
easat-9497	200	7	m.	m.	PROPN
easat-9497	200	8	f.	f.	PROPN
easat-9497	200	9	mccabe	mccabe	PROPN
easat-9497	200	10	,	,	PUNCT
easat-9497	200	11	"	"	PUNCT
easat-9497	200	12	a	a	DET
easat-9497	200	13	cubesat	cubesat	NOUN
easat-9497	200	14	enabled	enable	VERB
easat-9497	200	15	spatio	spatio	PROPN
easat-9497	200	16	-	-	PUNCT
easat-9497	200	17	temporal	temporal	ADJ
easat-9497	200	18	enhancement	enhancement	NOUN
easat-9497	200	19	method	method	NOUN
easat-9497	200	20	(	(	PUNCT
easat-9497	200	21	cestem	cestem	NOUN
easat-9497	200	22	)	)	PUNCT
easat-9497	200	23	utilizing	utilize	VERB
easat-9497	200	24	planet	planet	NOUN
easat-9497	200	25	,	,	PUNCT
easat-9497	200	26	landsat	landsat	PROPN
easat-9497	200	27	and	and	CCONJ
easat-9497	200	28	modis	modis	PROPN
easat-9497	200	29	data	data	PROPN
easat-9497	200	30	,	,	PUNCT
easat-9497	200	31	"	"	PUNCT
easat-9497	200	32	remote	remote	ADJ
easat-9497	200	33	sensing	sensing	NOUN
easat-9497	200	34	of	of	ADP
easat-9497	200	35	environment	environment	NOUN
easat-9497	200	36	,	,	PUNCT
easat-9497	200	37	vol	vol	NOUN
easat-9497	200	38	.	.	PUNCT
easat-9497	201	1	209	209	NUM
easat-9497	201	2	,	,	PUNCT
easat-9497	201	3	pp	pp	ADJ
easat-9497	201	4	.	.	PUNCT
easat-9497	202	1	211	211	NUM
easat-9497	202	2	-	-	SYM
easat-9497	202	3	226	226	NUM
easat-9497	202	4	,	,	PUNCT
easat-9497	202	5	2018	2018	NUM
easat-9497	202	6	.	.	PUNCT
easat-9497	203	1	https://doi.org/10.1016/j.rse.2018.02.067	https://doi.org/10.1016/j.rse.2018.02.067	PROPN
easat-9497	204	1	[	[	X
easat-9497	204	2	15	15	NUM
easat-9497	204	3	]	]	X
easat-9497	204	4	t.	t.	PROPN
easat-9497	204	5	hewa	hewa	PROPN
easat-9497	204	6	,	,	PUNCT
easat-9497	204	7	m.	m.	NOUN
easat-9497	204	8	ylianttila	ylianttila	PROPN
easat-9497	204	9	,	,	PUNCT
easat-9497	204	10	and	and	CCONJ
easat-9497	204	11	m.	m.	NOUN
easat-9497	204	12	liyanage	liyanage	NOUN
easat-9497	204	13	,	,	PUNCT
easat-9497	204	14	"	"	PUNCT
easat-9497	204	15	survey	survey	NOUN
easat-9497	204	16	on	on	ADP
easat-9497	204	17	blockchain	blockchain	PROPN
easat-9497	204	18	based	base	VERB
easat-9497	204	19	smart	smart	ADJ
easat-9497	204	20	contracts	contract	NOUN
easat-9497	204	21	:	:	PUNCT
easat-9497	204	22	applications	application	NOUN
easat-9497	204	23	,	,	PUNCT
easat-9497	204	24	opportunities	opportunity	NOUN
easat-9497	204	25	and	and	CCONJ
easat-9497	204	26	challenges	challenge	NOUN
easat-9497	204	27	,	,	PUNCT
easat-9497	204	28	"	"	PUNCT
easat-9497	204	29	journal	journal	NOUN
easat-9497	204	30	of	of	ADP
easat-9497	204	31	network	network	NOUN
easat-9497	204	32	and	and	CCONJ
easat-9497	204	33	computer	computer	NOUN
easat-9497	204	34	applications	application	NOUN
easat-9497	204	35	,	,	PUNCT
easat-9497	204	36	vol	vol	NOUN
easat-9497	204	37	.	.	PROPN
easat-9497	204	38	177	177	NUM
easat-9497	204	39	,	,	PUNCT
easat-9497	204	40	p.	p.	NOUN
easat-9497	204	41	102857	102857	NUM
easat-9497	204	42	,	,	PUNCT
easat-9497	204	43	2021	2021	NUM
easat-9497	204	44	.	.	PUNCT
easat-9497	205	1	https://doi.org/10.1016/j.jnca.2020.102857	https://doi.org/10.1016/j.jnca.2020.102857	ADJ
easat-9497	205	2	[	[	X
easat-9497	205	3	16	16	NUM
easat-9497	205	4	]	]	X
easat-9497	205	5	r.	r.	PROPN
easat-9497	205	6	houborg	houborg	PROPN
easat-9497	205	7	and	and	CCONJ
easat-9497	205	8	m.	m.	PROPN
easat-9497	205	9	f.	f.	PROPN
easat-9497	205	10	mccabe	mccabe	PROPN
easat-9497	205	11	,	,	PUNCT
easat-9497	205	12	"	"	PUNCT
easat-9497	205	13	a	a	DET
easat-9497	205	14	hybrid	hybrid	ADJ
easat-9497	205	15	training	training	NOUN
easat-9497	205	16	approach	approach	NOUN
easat-9497	205	17	for	for	ADP
easat-9497	205	18	leaf	leaf	NOUN
easat-9497	205	19	area	area	NOUN
easat-9497	205	20	index	index	NOUN
easat-9497	205	21	estimation	estimation	NOUN
easat-9497	205	22	via	via	ADP
easat-9497	205	23	cubist	cubist	NOUN
easat-9497	205	24	and	and	CCONJ
easat-9497	205	25	random	random	ADJ
easat-9497	205	26	forests	forest	NOUN
easat-9497	205	27	machine	machine	NOUN
easat-9497	205	28	-	-	PUNCT
easat-9497	205	29	learning	learning	NOUN
easat-9497	205	30	,	,	PUNCT
easat-9497	205	31	"	"	PUNCT
easat-9497	205	32	isprs	isprs	NOUN
easat-9497	205	33	journal	journal	NOUN
easat-9497	205	34	of	of	ADP
easat-9497	205	35	photogrammetry	photogrammetry	NOUN
easat-9497	205	36	and	and	CCONJ
easat-9497	205	37	remote	remote	ADJ
easat-9497	205	38	sensing	sensing	NOUN
easat-9497	205	39	,	,	PUNCT
easat-9497	205	40	vol	vol	NOUN
easat-9497	205	41	.	.	PROPN
easat-9497	205	42	135	135	NUM
easat-9497	205	43	,	,	PUNCT
easat-9497	205	44	pp	pp	ADJ
easat-9497	205	45	.	.	PUNCT
easat-9497	206	1	173	173	NUM
easat-9497	206	2	-	-	SYM
easat-9497	206	3	188	188	NUM
easat-9497	206	4	,	,	PUNCT
easat-9497	206	5	2018	2018	NUM
easat-9497	206	6	.	.	PUNCT
easat-9497	207	1	https://doi.org/10.1016/j.isprsjprs.2017.10.004	https://doi.org/10.1016/j.isprsjprs.2017.10.004	PROPN
easat-9497	208	1	[	[	X
easat-9497	208	2	17	17	NUM
easat-9497	208	3	]	]	PUNCT
easat-9497	208	4	b.	b.	PROPN
easat-9497	208	5	z.	z.	PROPN
easat-9497	208	6	hameed	hameed	PROPN
easat-9497	208	7	et	et	PROPN
easat-9497	208	8	al	al	PROPN
easat-9497	208	9	.	.	PROPN
easat-9497	208	10	,	,	PUNCT
easat-9497	208	11	"	"	PUNCT
easat-9497	208	12	breaking	break	VERB
easat-9497	208	13	barriers	barrier	NOUN
easat-9497	208	14	:	:	PUNCT
easat-9497	208	15	unveiling	unveil	VERB
easat-9497	208	16	factors	factor	NOUN
easat-9497	208	17	influencing	influence	VERB
easat-9497	208	18	the	the	DET
easat-9497	208	19	adoption	adoption	NOUN
easat-9497	208	20	of	of	ADP
easat-9497	208	21	artificial	artificial	ADJ
easat-9497	208	22	intelligence	intelligence	NOUN
easat-9497	208	23	by	by	ADP
easat-9497	208	24	healthcare	healthcare	NOUN
easat-9497	208	25	providers	provider	NOUN
easat-9497	208	26	,	,	PUNCT
easat-9497	208	27	"	"	PUNCT
easat-9497	208	28	big	big	ADJ
easat-9497	208	29	data	datum	NOUN
easat-9497	208	30	and	and	CCONJ
easat-9497	208	31	cognitive	cognitive	ADJ
easat-9497	208	32	computing	computing	NOUN
easat-9497	208	33	,	,	PUNCT
easat-9497	208	34	vol	vol	NOUN
easat-9497	208	35	.	.	PROPN
easat-9497	208	36	7	7	NUM
easat-9497	208	37	,	,	PUNCT
easat-9497	208	38	no	no	INTJ
easat-9497	208	39	.	.	NOUN
easat-9497	208	40	2	2	NUM
easat-9497	208	41	,	,	PUNCT
easat-9497	208	42	p.	p.	NOUN
easat-9497	208	43	105	105	NUM
easat-9497	208	44	,	,	PUNCT
easat-9497	208	45	2023	2023	NUM
easat-9497	208	46	.	.	PUNCT
easat-9497	209	1	https://doi.org/10.3390/bdcc7020105	https://doi.org/10.3390/bdcc7020105	PROPN
easat-9497	209	2	[	[	X
easat-9497	209	3	18	18	NUM
easat-9497	209	4	]	]	X
easat-9497	209	5	d.	d.	PROPN
easat-9497	209	6	m.	m.	PROPN
easat-9497	209	7	s.	s.	PROPN
easat-9497	209	8	alqahtani	alqahtani	PROPN
easat-9497	209	9	,	,	PUNCT
easat-9497	209	10	"	"	PUNCT
easat-9497	209	11	artificial	artificial	ADJ
easat-9497	209	12	intelligence	intelligence	NOUN
easat-9497	209	13	and	and	CCONJ
easat-9497	209	14	its	its	PRON
easat-9497	209	15	influence	influence	NOUN
easat-9497	209	16	on	on	ADP
easat-9497	209	17	digital	digital	ADJ
easat-9497	209	18	transformation	transformation	NOUN
easat-9497	209	19	,	,	PUNCT
easat-9497	209	20	development	development	NOUN
easat-9497	209	21	,	,	PUNCT
easat-9497	209	22	and	and	CCONJ
easat-9497	209	23	productivity	productivity	NOUN
easat-9497	209	24	in	in	ADP
easat-9497	209	25	saudi	saudi	ADJ
easat-9497	209	26	arabian	arabian	ADJ
easat-9497	209	27	organizations	organization	NOUN
easat-9497	209	28	:	:	PUNCT
easat-9497	209	29	a	a	DET
easat-9497	209	30	critical	critical	ADJ
easat-9497	209	31	evaluation	evaluation	NOUN
easat-9497	209	32	,	,	PUNCT
easat-9497	209	33	"	"	PUNCT
easat-9497	209	34	arab	arab	ADJ
easat-9497	209	35	journal	journal	PROPN
easat-9497	209	36	of	of	ADP
easat-9497	209	37	management	management	NOUN
easat-9497	209	38	,	,	PUNCT
easat-9497	209	39	pp	pp	ADJ
easat-9497	209	40	.	.	PUNCT
easat-9497	210	1	1	1	NUM
easat-9497	210	2	-	-	SYM
easat-9497	210	3	14	14	NUM
easat-9497	210	4	,	,	PUNCT
easat-9497	210	5	2023	2023	NUM
easat-9497	210	6	.	.	PUNCT
easat-9497	211	1	https://doi.org/10.21608/aja.2023.233880.1518	https://doi.org/10.21608/aja.2023.233880.1518	X
easat-9497	211	2	[	[	X
easat-9497	211	3	19	19	NUM
easat-9497	211	4	]	]	PUNCT
easat-9497	211	5	s.	s.	PROPN
easat-9497	211	6	nambisan	nambisan	PROPN
easat-9497	211	7	,	,	PUNCT
easat-9497	211	8	"	"	PUNCT
easat-9497	211	9	digital	digital	ADJ
easat-9497	211	10	entrepreneurship	entrepreneurship	NOUN
easat-9497	211	11	:	:	PUNCT
easat-9497	211	12	toward	toward	ADP
easat-9497	211	13	a	a	DET
easat-9497	211	14	digital	digital	ADJ
easat-9497	211	15	technology	technology	NOUN
easat-9497	211	16	perspective	perspective	NOUN
easat-9497	211	17	of	of	ADP
easat-9497	211	18	entrepreneurship	entrepreneurship	NOUN
easat-9497	211	19	,	,	PUNCT
easat-9497	211	20	"	"	PUNCT
easat-9497	211	21	entrepreneurship	entrepreneurship	NOUN
easat-9497	211	22	theory	theory	NOUN
easat-9497	211	23	and	and	CCONJ
easat-9497	211	24	practice	practice	NOUN
easat-9497	211	25	,	,	PUNCT
easat-9497	211	26	vol	vol	NOUN
easat-9497	211	27	.	.	PROPN
easat-9497	211	28	41	41	NUM
easat-9497	211	29	,	,	PUNCT
easat-9497	211	30	no	no	INTJ
easat-9497	211	31	.	.	NOUN
easat-9497	211	32	6	6	NUM
easat-9497	211	33	,	,	PUNCT
easat-9497	211	34	pp	pp	ADJ
easat-9497	211	35	.	.	PUNCT
easat-9497	212	1	1029	1029	NUM
easat-9497	212	2	-	-	SYM
easat-9497	212	3	1055	1055	NUM
easat-9497	212	4	,	,	PUNCT
easat-9497	212	5	2017	2017	NUM
easat-9497	212	6	.	.	PUNCT
easat-9497	213	1	[	[	X
easat-9497	213	2	20	20	NUM
easat-9497	213	3	]	]	PUNCT
easat-9497	213	4	a.	a.	PROPN
easat-9497	213	5	s.	s.	PROPN
easat-9497	213	6	a.	a.	PROPN
easat-9497	213	7	alomari	alomari	PROPN
easat-9497	213	8	and	and	CCONJ
easat-9497	213	9	n.	n.	PROPN
easat-9497	213	10	l.	l.	PROPN
easat-9497	213	11	abdullah	abdullah	PROPN
easat-9497	213	12	,	,	PUNCT
easat-9497	213	13	"	"	PUNCT
easat-9497	213	14	cryptocurrency	cryptocurrency	NOUN
easat-9497	213	15	adoption	adoption	NOUN
easat-9497	213	16	among	among	ADP
easat-9497	213	17	saudi	saudi	ADJ
easat-9497	213	18	arabian	arabian	ADJ
easat-9497	213	19	public	public	ADJ
easat-9497	213	20	university	university	NOUN
easat-9497	213	21	students	student	NOUN
easat-9497	213	22	:	:	PUNCT
easat-9497	213	23	dual	dual	ADJ
easat-9497	213	24	structural	structural	ADJ
easat-9497	213	25	equation	equation	NOUN
easat-9497	213	26	modelling	modelling	NOUN
easat-9497	213	27	and	and	CCONJ
easat-9497	213	28	artificial	artificial	ADJ
easat-9497	213	29	neural	neural	ADJ
easat-9497	213	30	network	network	NOUN
easat-9497	213	31	approach	approach	NOUN
easat-9497	213	32	,	,	PUNCT
easat-9497	213	33	"	"	PUNCT
easat-9497	213	34	human	human	ADJ
easat-9497	213	35	behavior	behavior	NOUN
easat-9497	213	36	and	and	CCONJ
easat-9497	213	37	emerging	emerge	VERB
easat-9497	213	38	technologies	technology	NOUN
easat-9497	213	39	,	,	PUNCT
easat-9497	213	40	vol	vol	NOUN
easat-9497	213	41	.	.	PUNCT
easat-9497	213	42	2023	2023	NUM
easat-9497	213	43	,	,	PUNCT
easat-9497	213	44	no	no	INTJ
easat-9497	213	45	.	.	NOUN
easat-9497	213	46	1	1	NUM
easat-9497	213	47	,	,	PUNCT
easat-9497	213	48	p.	p.	NOUN
easat-9497	213	49	9116006	9116006	NUM
easat-9497	213	50	,	,	PUNCT
easat-9497	213	51	2023	2023	NUM
easat-9497	213	52	.	.	PUNCT
easat-9497	214	1	https://doi.org/10.1155/2023/9116006	https://doi.org/10.1155/2023/9116006	NOUN
easat-9497	214	2	[	[	X
easat-9497	214	3	21	21	NUM
easat-9497	214	4	]	]	PUNCT
easat-9497	214	5	k.	k.	PROPN
easat-9497	214	6	takata	takata	PROPN
easat-9497	214	7	and	and	CCONJ
easat-9497	214	8	k.	k.	PROPN
easat-9497	214	9	hallmann	hallmann	PROPN
easat-9497	214	10	,	,	PUNCT
easat-9497	214	11	"	"	PUNCT
easat-9497	214	12	a	a	DET
easat-9497	214	13	systematic	systematic	ADJ
easat-9497	214	14	quantitative	quantitative	ADJ
easat-9497	214	15	review	review	NOUN
easat-9497	214	16	of	of	ADP
easat-9497	214	17	authenticity	authenticity	NOUN
easat-9497	214	18	in	in	ADP
easat-9497	214	19	sport	sport	NOUN
easat-9497	214	20	tourism	tourism	NOUN
easat-9497	214	21	,	,	PUNCT
easat-9497	214	22	"	"	PUNCT
easat-9497	214	23	journal	journal	NOUN
easat-9497	214	24	of	of	ADP
easat-9497	214	25	sport	sport	PROPN
easat-9497	214	26	&	&	CCONJ
easat-9497	214	27	tourism	tourism	NOUN
easat-9497	214	28	,	,	PUNCT
easat-9497	214	29	vol	vol	NOUN
easat-9497	214	30	.	.	PROPN
easat-9497	214	31	25	25	NUM
easat-9497	214	32	,	,	PUNCT
easat-9497	214	33	no	no	INTJ
easat-9497	214	34	.	.	NOUN
easat-9497	214	35	1	1	NUM
easat-9497	214	36	,	,	PUNCT
easat-9497	214	37	pp	pp	ADJ
easat-9497	214	38	.	.	PUNCT
easat-9497	215	1	26	26	NUM
easat-9497	215	2	-	-	SYM
easat-9497	215	3	41	41	NUM
easat-9497	215	4	,	,	PUNCT
easat-9497	215	5	2021	2021	NUM
easat-9497	215	6	.	.	PUNCT
easat-9497	216	1	https://doi.org/10.1080/14775085.2021.1877564	https://doi.org/10.1080/14775085.2021.1877564	PROPN
easat-9497	217	1	[	[	X
easat-9497	217	2	22	22	NUM
easat-9497	217	3	]	]	PUNCT
easat-9497	217	4	h.	h.	PROPN
easat-9497	217	5	taherdoost	taherdoost	PROPN
easat-9497	217	6	,	,	PUNCT
easat-9497	217	7	"	"	PUNCT
easat-9497	217	8	what	what	PRON
easat-9497	217	9	are	be	AUX
easat-9497	217	10	different	different	ADJ
easat-9497	217	11	research	research	NOUN
easat-9497	217	12	approaches	approach	NOUN
easat-9497	217	13	?	?	PUNCT
easat-9497	218	1	comprehensive	comprehensive	ADJ
easat-9497	218	2	review	review	NOUN
easat-9497	218	3	of	of	ADP
easat-9497	218	4	qualitative	qualitative	NOUN
easat-9497	218	5	,	,	PUNCT
easat-9497	218	6	quantitative	quantitative	ADJ
easat-9497	218	7	,	,	PUNCT
easat-9497	218	8	and	and	CCONJ
easat-9497	218	9	mixed	mixed	ADJ
easat-9497	218	10	method	method	NOUN
easat-9497	218	11	research	research	NOUN
easat-9497	218	12	,	,	PUNCT
easat-9497	218	13	their	their	PRON
easat-9497	218	14	applications	application	NOUN
easat-9497	218	15	,	,	PUNCT
easat-9497	218	16	types	type	NOUN
easat-9497	218	17	,	,	PUNCT
easat-9497	218	18	and	and	CCONJ
easat-9497	218	19	limitations	limitation	NOUN
easat-9497	218	20	,	,	PUNCT
easat-9497	218	21	"	"	PUNCT
easat-9497	218	22	journal	journal	NOUN
easat-9497	218	23	of	of	ADP
easat-9497	218	24	management	management	NOUN
easat-9497	218	25	science	science	PROPN
easat-9497	218	26	&	&	CCONJ
easat-9497	218	27	engineering	engineering	PROPN
easat-9497	218	28	research	research	NOUN
easat-9497	218	29	,	,	PUNCT
easat-9497	218	30	vol	vol	NOUN
easat-9497	218	31	.	.	PROPN
easat-9497	219	1	5	5	NUM
easat-9497	219	2	,	,	PUNCT
easat-9497	219	3	no	no	INTJ
easat-9497	219	4	.	.	NOUN
easat-9497	219	5	1	1	NUM
easat-9497	219	6	,	,	PUNCT
easat-9497	219	7	pp	pp	ADJ
easat-9497	219	8	.	.	PUNCT
easat-9497	220	1	53	53	NUM
easat-9497	220	2	-	-	SYM
easat-9497	220	3	63	63	NUM
easat-9497	220	4	,	,	PUNCT
easat-9497	220	5	2022	2022	NUM
easat-9497	220	6	.	.	PUNCT
easat-9497	221	1	[	[	X
easat-9497	221	2	23	23	NUM
easat-9497	221	3	]	]	PUNCT
easat-9497	221	4	z.	z.	PROPN
easat-9497	221	5	zhang	zhang	PROPN
easat-9497	221	6	et	et	PROPN
easat-9497	221	7	al	al	PROPN
easat-9497	221	8	.	.	PROPN
easat-9497	221	9	,	,	PUNCT
easat-9497	221	10	"	"	PUNCT
easat-9497	221	11	6	6	NUM
easat-9497	221	12	g	g	PROPN
easat-9497	221	13	wireless	wireless	ADJ
easat-9497	221	14	networks	network	NOUN
easat-9497	221	15	:	:	PUNCT
easat-9497	221	16	vision	vision	NOUN
easat-9497	221	17	,	,	PUNCT
easat-9497	221	18	requirements	requirement	NOUN
easat-9497	221	19	,	,	PUNCT
easat-9497	221	20	architecture	architecture	NOUN
easat-9497	221	21	,	,	PUNCT
easat-9497	221	22	and	and	CCONJ
easat-9497	221	23	key	key	ADJ
easat-9497	221	24	technologies	technology	NOUN
easat-9497	221	25	,	,	PUNCT
easat-9497	221	26	"	"	PUNCT
easat-9497	221	27	ieee	ieee	NOUN
easat-9497	221	28	vehicular	vehicular	ADJ
easat-9497	221	29	technology	technology	NOUN
easat-9497	221	30	magazine	magazine	NOUN
easat-9497	221	31	,	,	PUNCT
easat-9497	221	32	vol	vol	NOUN
easat-9497	221	33	.	.	PROPN
easat-9497	221	34	14	14	NUM
easat-9497	221	35	,	,	PUNCT
easat-9497	221	36	no	no	INTJ
easat-9497	221	37	.	.	NOUN
easat-9497	221	38	3	3	NUM
easat-9497	221	39	,	,	PUNCT
easat-9497	221	40	pp	pp	ADJ
easat-9497	221	41	.	.	PUNCT
easat-9497	222	1	28	28	NUM
easat-9497	222	2	-	-	SYM
easat-9497	222	3	41	41	NUM
easat-9497	222	4	,	,	PUNCT
easat-9497	222	5	2019	2019	NUM
easat-9497	222	6	.	.	PUNCT
easat-9497	223	1	https://doi.org/10.1109/mvt.2019.2921208	https://doi.org/10.1109/mvt.2019.2921208	NOUN
easat-9497	223	2	[	[	X
easat-9497	223	3	24	24	NUM
easat-9497	223	4	]	]	X
easat-9497	223	5	v.	v.	X
easat-9497	223	6	venkatasubramanian	venkatasubramanian	NOUN
easat-9497	223	7	,	,	PUNCT
easat-9497	223	8	"	"	PUNCT
easat-9497	223	9	the	the	DET
easat-9497	223	10	promise	promise	NOUN
easat-9497	223	11	of	of	ADP
easat-9497	223	12	artificial	artificial	ADJ
easat-9497	223	13	intelligence	intelligence	NOUN
easat-9497	223	14	in	in	ADP
easat-9497	223	15	chemical	chemical	ADJ
easat-9497	223	16	engineering	engineering	NOUN
easat-9497	223	17	:	:	PUNCT
easat-9497	223	18	is	be	AUX
easat-9497	223	19	it	it	PRON
easat-9497	223	20	here	here	ADV
easat-9497	223	21	,	,	PUNCT
easat-9497	223	22	finally	finally	ADV
easat-9497	223	23	?	?	PUNCT
easat-9497	223	24	,	,	PUNCT
easat-9497	223	25	"	"	PUNCT
easat-9497	223	26	aiche	aiche	PROPN
easat-9497	223	27	journal	journal	PROPN
easat-9497	223	28	,	,	PUNCT
easat-9497	223	29	vol	vol	NOUN
easat-9497	223	30	.	.	PROPN
easat-9497	223	31	65	65	NUM
easat-9497	223	32	,	,	PUNCT
easat-9497	223	33	no	no	INTJ
easat-9497	223	34	.	.	NOUN
easat-9497	223	35	2	2	NUM
easat-9497	223	36	,	,	PUNCT
easat-9497	223	37	pp	pp	ADJ
easat-9497	223	38	.	.	PUNCT
easat-9497	224	1	466	466	NUM
easat-9497	224	2	-	-	SYM
easat-9497	224	3	478	478	NUM
easat-9497	224	4	,	,	PUNCT
easat-9497	224	5	2019	2019	NUM
easat-9497	224	6	.	.	PUNCT
easat-9497	225	1	https://doi.org/10.1002/aic.16489	https://doi.org/10.1002/aic.16489	PROPN
easat-9497	226	1	[	[	X
easat-9497	226	2	25	25	NUM
easat-9497	226	3	]	]	PUNCT
easat-9497	226	4	s.	s.	PROPN
easat-9497	226	5	k.	k.	PROPN
easat-9497	226	6	duraisamy	duraisamy	PROPN
easat-9497	226	7	,	,	PUNCT
easat-9497	226	8	b.	b.	PROPN
easat-9497	226	9	k.	k.	PROPN
easat-9497	226	10	maganti	maganti	PROPN
easat-9497	226	11	,	,	PUNCT
easat-9497	226	12	and	and	CCONJ
easat-9497	226	13	r.	r.	PROPN
easat-9497	226	14	pulle	pulle	PROPN
easat-9497	226	15	,	,	PUNCT
easat-9497	226	16	"	"	PUNCT
easat-9497	226	17	performance	performance	NOUN
easat-9497	226	18	test	test	NOUN
easat-9497	226	19	engineering	engineering	NOUN
easat-9497	226	20	practice	practice	NOUN
easat-9497	226	21	for	for	ADP
easat-9497	226	22	scaled	scale	VERB
easat-9497	226	23	agile	agile	ADJ
easat-9497	226	24	framework	framework	NOUN
easat-9497	226	25	leveraging	leverage	VERB
easat-9497	226	26	machine	machine	NOUN
easat-9497	226	27	learning	learning	NOUN
easat-9497	226	28	and	and	CCONJ
easat-9497	226	29	artificial	artificial	ADJ
easat-9497	226	30	intelligence	intelligence	NOUN
easat-9497	226	31	techniques	technique	NOUN
easat-9497	226	32	'	'	PART
easat-9497	226	33	,	,	PUNCT
easat-9497	226	34	"	"	PUNCT
easat-9497	226	35	international	international	ADJ
easat-9497	226	36	journal	journal	NOUN
easat-9497	226	37	of	of	ADP
easat-9497	226	38	computer	computer	NOUN
easat-9497	226	39	trends	trend	NOUN
easat-9497	226	40	and	and	CCONJ
easat-9497	226	41	technology	technology	NOUN
easat-9497	226	42	,	,	PUNCT
easat-9497	226	43	vol	vol	NOUN
easat-9497	226	44	.	.	PROPN
easat-9497	226	45	71	71	NUM
easat-9497	226	46	,	,	PUNCT
easat-9497	226	47	no	no	INTJ
easat-9497	226	48	.	.	NOUN
easat-9497	226	49	6	6	NUM
easat-9497	226	50	,	,	PUNCT
easat-9497	226	51	pp	pp	ADJ
easat-9497	226	52	.	.	PUNCT
easat-9497	227	1	47	47	NUM
easat-9497	227	2	-	-	SYM
easat-9497	227	3	54	54	NUM
easat-9497	227	4	,	,	PUNCT
easat-9497	227	5	2023	2023	NUM
easat-9497	227	6	.	.	PUNCT
easat-9497	228	1	https://doi.org/10.14445/22312803/ijctt-v71i6p108	https://doi.org/10.14445/22312803/ijctt-v71i6p108	X
easat-9497	229	1	[	[	X
easat-9497	229	2	26	26	NUM
easat-9497	229	3	]	]	PUNCT
easat-9497	229	4	j.	j.	PROPN
easat-9497	229	5	moll	moll	PROPN
easat-9497	229	6	and	and	CCONJ
easat-9497	229	7	o.	o.	PROPN
easat-9497	229	8	yigitbasioglu	yigitbasioglu	NOUN
easat-9497	229	9	,	,	PUNCT
easat-9497	229	10	"	"	PUNCT
easat-9497	229	11	the	the	DET
easat-9497	229	12	role	role	NOUN
easat-9497	229	13	of	of	ADP
easat-9497	229	14	internet	internet	NOUN
easat-9497	229	15	-	-	PUNCT
easat-9497	229	16	related	relate	VERB
easat-9497	229	17	technologies	technology	NOUN
easat-9497	229	18	in	in	ADP
easat-9497	229	19	shaping	shape	VERB
easat-9497	229	20	the	the	DET
easat-9497	229	21	work	work	NOUN
easat-9497	229	22	of	of	ADP
easat-9497	229	23	accountants	accountant	NOUN
easat-9497	229	24	:	:	PUNCT
easat-9497	229	25	new	new	ADJ
easat-9497	229	26	directions	direction	NOUN
easat-9497	229	27	for	for	ADP
easat-9497	229	28	accounting	accounting	NOUN
easat-9497	229	29	research	research	NOUN
easat-9497	229	30	,	,	PUNCT
easat-9497	229	31	"	"	PUNCT
easat-9497	229	32	the	the	DET
easat-9497	229	33	british	british	PROPN
easat-9497	229	34	accounting	accounting	PROPN
easat-9497	229	35	review	review	PROPN
easat-9497	229	36	,	,	PUNCT
easat-9497	229	37	vol	vol	NOUN
easat-9497	229	38	.	.	PROPN
easat-9497	230	1	51	51	NUM
easat-9497	230	2	,	,	PUNCT
easat-9497	230	3	no	no	INTJ
easat-9497	230	4	.	.	NOUN
easat-9497	230	5	6	6	NUM
easat-9497	230	6	,	,	PUNCT
easat-9497	230	7	p.	p.	NOUN
easat-9497	230	8	100833	100833	NUM
easat-9497	230	9	,	,	PUNCT
easat-9497	230	10	2019	2019	NUM
easat-9497	230	11	.	.	PUNCT
easat-9497	231	1	https://doi.org/10.1016/j.bar.2019.04.002	https://doi.org/10.1016/j.bar.2019.04.002	PROPN
easat-9497	231	2	[	[	X
easat-9497	231	3	27	27	NUM
easat-9497	231	4	]	]	PUNCT
easat-9497	231	5	m.	m.	NOUN
easat-9497	231	6	nadeem	nadeem	PROPN
easat-9497	231	7	,	,	PUNCT
easat-9497	231	8	"	"	PUNCT
easat-9497	231	9	the	the	DET
easat-9497	231	10	golden	golden	ADJ
easat-9497	231	11	key	key	NOUN
easat-9497	231	12	:	:	PUNCT
easat-9497	231	13	unlocking	unlock	VERB
easat-9497	231	14	sustainable	sustainable	ADJ
easat-9497	231	15	artificial	artificial	ADJ
easat-9497	231	16	intelligence	intelligence	NOUN
easat-9497	231	17	through	through	ADP
easat-9497	231	18	the	the	DET
easat-9497	231	19	power	power	NOUN
easat-9497	231	20	of	of	ADP
easat-9497	231	21	soft	soft	ADJ
easat-9497	231	22	skills	skill	NOUN
easat-9497	231	23	!	!	PUNCT
easat-9497	231	24	,	,	PUNCT
easat-9497	231	25	"	"	PUNCT
easat-9497	231	26	journal	journal	NOUN
easat-9497	231	27	of	of	ADP
easat-9497	231	28	management	management	NOUN
easat-9497	231	29	and	and	CCONJ
easat-9497	231	30	sustainability	sustainability	NOUN
easat-9497	231	31	,	,	PUNCT
easat-9497	231	32	vol	vol	NOUN
easat-9497	231	33	.	.	PROPN
easat-9497	231	34	14	14	NUM
easat-9497	231	35	,	,	PUNCT
easat-9497	231	36	p.	p.	NOUN
easat-9497	231	37	71	71	NUM
easat-9497	231	38	,	,	PUNCT
easat-9497	231	39	2024	2024	NUM
easat-9497	231	40	.	.	PUNCT
easat-9497	232	1	https://doi.org/10.5539/jms.v14n2p71	https://doi.org/10.5539/jms.v14n2p71	NOUN
easat-9497	232	2	[	[	X
easat-9497	232	3	28	28	NUM
easat-9497	232	4	]	]	X
easat-9497	232	5	l.	l.	PROPN
easat-9497	232	6	floridi	floridi	PROPN
easat-9497	232	7	et	et	PROPN
easat-9497	232	8	al	al	PROPN
easat-9497	232	9	.	.	PROPN
easat-9497	232	10	,	,	PUNCT
easat-9497	232	11	"	"	PUNCT
easat-9497	232	12	ai4people	ai4people	ADJ
easat-9497	232	13	—	—	PUNCT
easat-9497	232	14	an	an	DET
easat-9497	232	15	ethical	ethical	ADJ
easat-9497	232	16	framework	framework	NOUN
easat-9497	232	17	for	for	ADP
easat-9497	232	18	a	a	DET
easat-9497	232	19	good	good	ADJ
easat-9497	232	20	ai	ai	INTJ
easat-9497	232	21	society	society	NOUN
easat-9497	232	22	:	:	PUNCT
easat-9497	232	23	opportunities	opportunity	NOUN
easat-9497	232	24	,	,	PUNCT
easat-9497	232	25	risks	risk	NOUN
easat-9497	232	26	,	,	PUNCT
easat-9497	232	27	principles	principle	NOUN
easat-9497	232	28	,	,	PUNCT
easat-9497	232	29	and	and	CCONJ
easat-9497	232	30	recommendations	recommendation	NOUN
easat-9497	232	31	,	,	PUNCT
easat-9497	232	32	"	"	PUNCT
easat-9497	232	33	minds	mind	NOUN
easat-9497	232	34	and	and	CCONJ
easat-9497	232	35	machines	machine	NOUN
easat-9497	232	36	,	,	PUNCT
easat-9497	232	37	vol	vol	NOUN
easat-9497	232	38	.	.	PROPN
easat-9497	232	39	28	28	NUM
easat-9497	232	40	,	,	PUNCT
easat-9497	232	41	no	no	INTJ
easat-9497	232	42	.	.	NOUN
easat-9497	232	43	4	4	NUM
easat-9497	232	44	,	,	PUNCT
easat-9497	232	45	pp	pp	ADJ
easat-9497	232	46	.	.	PUNCT
easat-9497	233	1	689	689	NUM
easat-9497	233	2	-	-	SYM
easat-9497	233	3	707	707	NUM
easat-9497	233	4	,	,	PUNCT
easat-9497	233	5	2018	2018	NUM
easat-9497	233	6	.	.	PUNCT
easat-9497	234	1	https://doi.org/10.1007/s11023-018-94825	https://doi.org/10.1007/s11023-018-94825	X
easat-9497	235	1	[	[	X
easat-9497	235	2	29	29	NUM
easat-9497	235	3	]	]	PUNCT
easat-9497	235	4	r.	r.	PROPN
easat-9497	235	5	kumar	kumar	PROPN
easat-9497	235	6	,	,	PUNCT
easat-9497	235	7	a.	a.	PROPN
easat-9497	235	8	singh	singh	PROPN
easat-9497	235	9	,	,	PUNCT
easat-9497	235	10	a.-s.-a	a.-s.-a	PROPN
easat-9497	235	11	.	.	PUNCT
easat-9497	236	1	kassar	kassar	PROPN
easat-9497	236	2	,	,	PUNCT
easat-9497	236	3	m.-i	m.-i	PROPN
easat-9497	236	4	.	.	PUNCT
easat-9497	237	1	humaida	humaida	PROPN
easat-9497	237	2	,	,	PUNCT
easat-9497	237	3	s.	s.	PROPN
easat-9497	237	4	joshi	joshi	PROPN
easat-9497	237	5	,	,	PUNCT
easat-9497	237	6	and	and	CCONJ
easat-9497	237	7	m.	m.	NOUN
easat-9497	237	8	sharma	sharma	PROPN
easat-9497	237	9	,	,	PUNCT
easat-9497	237	10	"	"	PUNCT
easat-9497	237	11	leveraging	leverage	VERB
easat-9497	237	12	artificial	artificial	ADJ
easat-9497	237	13	intelligence	intelligence	NOUN
easat-9497	237	14	to	to	PART
easat-9497	237	15	achieve	achieve	VERB
easat-9497	237	16	sustainable	sustainable	ADJ
easat-9497	237	17	public	public	ADJ
easat-9497	237	18	healthcare	healthcare	NOUN
easat-9497	237	19	services	service	NOUN
easat-9497	237	20	in	in	ADP
easat-9497	237	21	saudi	saudi	PROPN
easat-9497	237	22	arabia	arabia	PROPN
easat-9497	237	23	:	:	PUNCT
easat-9497	237	24	a	a	DET
easat-9497	237	25	systematic	systematic	ADJ
easat-9497	237	26	literature	literature	NOUN
easat-9497	237	27	review	review	NOUN
easat-9497	237	28	of	of	ADP
easat-9497	237	29	critical	critical	ADJ
easat-9497	237	30	success	success	NOUN
easat-9497	237	31	factors	factor	NOUN
easat-9497	237	32	,	,	PUNCT
easat-9497	237	33	"	"	PUNCT
easat-9497	237	34	computer	computer	NOUN
easat-9497	237	35	modeling	modeling	NOUN
easat-9497	237	36	in	in	ADP
easat-9497	237	37	engineering	engineer	VERB
easat-9497	237	38	\	\	PROPN
easat-9497	237	39	&	&	CCONJ
easat-9497	237	40	sciences	sciences	PROPN
easat-9497	237	41	,	,	PUNCT
easat-9497	237	42	vol	vol	NOUN
easat-9497	237	43	.	.	PROPN
easat-9497	238	1	142	142	NUM
easat-9497	238	2	,	,	PUNCT
easat-9497	238	3	no	no	INTJ
easat-9497	238	4	.	.	NOUN
easat-9497	238	5	2	2	NUM
easat-9497	238	6	,	,	PUNCT
easat-9497	238	7	pp	pp	ADJ
easat-9497	238	8	.	.	PUNCT
easat-9497	239	1	1289	1289	NUM
easat-9497	239	2	-	-	SYM
easat-9497	239	3	-1349	-1349	PROPN
easat-9497	239	4	,	,	PUNCT
easat-9497	239	5	2025	2025	NUM
easat-9497	239	6	.	.	PUNCT
easat-9497	240	1	https://doi.org/10.32604/cmes.2025.059152	https://doi.org/10.32604/cmes.2025.059152	PROPN
easat-9497	240	2	[	[	X
easat-9497	240	3	30	30	NUM
easat-9497	240	4	]	]	PUNCT
easat-9497	240	5	a.	a.	PROPN
easat-9497	240	6	s.	s.	PROPN
easat-9497	240	7	shaik	shaik	PROPN
easat-9497	240	8	,	,	PUNCT
easat-9497	240	9	s.	s.	PROPN
easat-9497	240	10	m.	m.	PROPN
easat-9497	240	11	alshibani	alshibani	PROPN
easat-9497	240	12	,	,	PUNCT
easat-9497	240	13	g.	g.	PROPN
easat-9497	240	14	jain	jain	PROPN
easat-9497	240	15	,	,	PUNCT
easat-9497	240	16	b.	b.	PROPN
easat-9497	240	17	gupta	gupta	PROPN
easat-9497	240	18	,	,	PUNCT
easat-9497	240	19	and	and	CCONJ
easat-9497	240	20	a.	a.	NOUN
easat-9497	240	21	mehrotra	mehrotra	PROPN
easat-9497	240	22	,	,	PUNCT
easat-9497	240	23	"	"	PUNCT
easat-9497	240	24	artificial	artificial	ADJ
easat-9497	240	25	intelligence	intelligence	NOUN
easat-9497	240	26	(	(	PUNCT
easat-9497	240	27	ai)-driven	ai)-driven	ADP
easat-9497	240	28	strategic	strategic	ADJ
easat-9497	240	29	business	business	NOUN
easat-9497	240	30	model	model	NOUN
easat-9497	240	31	innovations	innovation	NOUN
easat-9497	240	32	in	in	ADP
easat-9497	240	33	smalland	smalland	NOUN
easat-9497	240	34	medium	medium	ADJ
easat-9497	240	35	-	-	PUNCT
easat-9497	240	36	sized	sized	ADJ
easat-9497	240	37	enterprises	enterprise	NOUN
easat-9497	240	38	.	.	PUNCT
easat-9497	241	1	insights	insight	NOUN
easat-9497	241	2	on	on	ADP
easat-9497	241	3	technological	technological	ADJ
easat-9497	241	4	and	and	CCONJ
easat-9497	241	5	strategic	strategic	ADJ
easat-9497	241	6	enablers	enabler	NOUN
easat-9497	241	7	for	for	ADP
easat-9497	241	8	carbon	carbon	NOUN
easat-9497	241	9	neutral	neutral	ADJ
easat-9497	241	10	businesses	business	NOUN
easat-9497	241	11	,	,	PUNCT
easat-9497	241	12	"	"	PUNCT
easat-9497	241	13	business	business	NOUN
easat-9497	241	14	strategy	strategy	NOUN
easat-9497	241	15	and	and	CCONJ
easat-9497	241	16	the	the	DET
easat-9497	241	17	environment	environment	NOUN
easat-9497	241	18	,	,	PUNCT
easat-9497	241	19	vol	vol	NOUN
easat-9497	241	20	.	.	PROPN
easat-9497	241	21	33	33	NUM
easat-9497	241	22	,	,	PUNCT
easat-9497	241	23	no	no	INTJ
easat-9497	241	24	.	.	NOUN
easat-9497	241	25	4	4	NUM
easat-9497	241	26	,	,	PUNCT
easat-9497	241	27	pp	pp	ADJ
easat-9497	241	28	.	.	PUNCT
easat-9497	242	1	2731	2731	NUM
easat-9497	242	2	-	-	SYM
easat-9497	242	3	2751	2751	NUM
easat-9497	242	4	,	,	PUNCT
easat-9497	242	5	2024	2024	NUM
easat-9497	242	6	.	.	PUNCT
easat-9497	243	1	https://doi.org/10.1002/bse.3617	https://doi.org/10.1002/bse.3617	PROPN
easat-9497	244	1	[	[	X
easat-9497	244	2	31	31	NUM
easat-9497	244	3	]	]	PUNCT
easat-9497	244	4	p.	p.	NOUN
easat-9497	244	5	shah	shah	PROPN
easat-9497	244	6	et	et	PROPN
easat-9497	244	7	al	al	PROPN
easat-9497	244	8	.	.	PROPN
easat-9497	244	9	,	,	PUNCT
easat-9497	244	10	"	"	PUNCT
easat-9497	244	11	artificial	artificial	ADJ
easat-9497	244	12	intelligence	intelligence	NOUN
easat-9497	244	13	and	and	CCONJ
easat-9497	244	14	machine	machine	NOUN
easat-9497	244	15	learning	learning	NOUN
easat-9497	244	16	in	in	ADP
easat-9497	244	17	clinical	clinical	ADJ
easat-9497	244	18	development	development	NOUN
easat-9497	244	19	:	:	PUNCT
easat-9497	244	20	a	a	DET
easat-9497	244	21	translational	translational	ADJ
easat-9497	244	22	perspective	perspective	NOUN
easat-9497	244	23	,	,	PUNCT
easat-9497	244	24	"	"	PUNCT
easat-9497	244	25	npj	npj	X
easat-9497	244	26	digital	digital	ADJ
easat-9497	244	27	medicine	medicine	NOUN
easat-9497	244	28	,	,	PUNCT
easat-9497	244	29	vol	vol	NOUN
easat-9497	244	30	.	.	PROPN
easat-9497	244	31	2	2	NUM
easat-9497	244	32	,	,	PUNCT
easat-9497	244	33	no	no	INTJ
easat-9497	244	34	.	.	NOUN
easat-9497	244	35	1	1	NUM
easat-9497	244	36	,	,	PUNCT
easat-9497	244	37	p.	p.	NOUN
easat-9497	244	38	69	69	NUM
easat-9497	244	39	,	,	PUNCT
easat-9497	244	40	2019	2019	NUM
easat-9497	244	41	.	.	PUNCT
easat-9497	245	1	https://doi.org/10.1038/s41746-019-0148-3	https://doi.org/10.1038/s41746-019-0148-3	VERB
easat-9497	245	2	https://doi.org/10.1016/j.jmsy.2023.04.009	https://doi.org/10.1016/j.jmsy.2023.04.009	NOUN
easat-9497	245	3	https://doi.org/10.3390/info12030107	https://doi.org/10.3390/info12030107	NOUN
easat-9497	245	4	https://doi.org/10.1016/j.rse.2018.02.067	https://doi.org/10.1016/j.rse.2018.02.067	VERB
easat-9497	245	5	https://doi.org/10.1016/j.jnca.2020.102857	https://doi.org/10.1016/j.jnca.2020.102857	PROPN
easat-9497	245	6	https://doi.org/10.1016/j.isprsjprs.2017.10.004	https://doi.org/10.1016/j.isprsjprs.2017.10.004	PROPN
easat-9497	245	7	https://doi.org/10.3390/bdcc7020105	https://doi.org/10.3390/bdcc7020105	NOUN
easat-9497	245	8	https://doi.org/10.21608/aja.2023.233880.1518	https://doi.org/10.21608/aja.2023.233880.1518	NUM
easat-9497	245	9	https://doi.org/10.1155/2023/9116006	https://doi.org/10.1155/2023/9116006	PROPN
easat-9497	245	10	https://doi.org/10.1080/14775085.2021.1877564	https://doi.org/10.1080/14775085.2021.1877564	PROPN
easat-9497	246	1	https://doi.org/10.1109/mvt.2019.2921208	https://doi.org/10.1109/mvt.2019.2921208	ADJ
easat-9497	246	2	https://doi.org/10.1002/aic.16489	https://doi.org/10.1002/aic.16489	PROPN
easat-9497	246	3	https://doi.org/10.14445/22312803/ijctt-v71i6p108	https://doi.org/10.14445/22312803/ijctt-v71i6p108	ADV
easat-9497	246	4	https://doi.org/10.1016/j.bar.2019.04.002	https://doi.org/10.1016/j.bar.2019.04.002	VERB
easat-9497	246	5	https://doi.org/10.5539/jms.v14n2p71	https://doi.org/10.5539/jms.v14n2p71	NOUN
easat-9497	246	6	https://doi.org/10.1007/s11023-018-9482-5	https://doi.org/10.1007/s11023-018-9482-5	NOUN
easat-9497	246	7	https://doi.org/10.1007/s11023-018-9482-5	https://doi.org/10.1007/s11023-018-9482-5	NOUN
easat-9497	246	8	https://doi.org/10.32604/cmes.2025.059152	https://doi.org/10.32604/cmes.2025.059152	PROPN
easat-9497	246	9	https://doi.org/10.1002/bse.3617	https://doi.org/10.1002/bse.3617	PROPN
easat-9497	246	10	https://doi.org/10.1038/s41746-019-0148-3	https://doi.org/10.1038/s41746-019-0148-3	NUM
easat-9497	246	11	950	950	NUM
easat-9497	246	12	edelweiss	edelweiss	PROPN
easat-9497	246	13	applied	apply	VERB
easat-9497	246	14	science	science	NOUN
easat-9497	246	15	and	and	CCONJ
easat-9497	246	16	technology	technology	NOUN
easat-9497	246	17	issn	issn	PROPN
easat-9497	246	18	:	:	PUNCT
easat-9497	246	19	2576	2576	NUM
easat-9497	246	20	-	-	SYM
easat-9497	246	21	8484	8484	NUM
easat-9497	246	22	vol	vol	NOUN
easat-9497	246	23	.	.	PROPN
easat-9497	247	1	9	9	NUM
easat-9497	247	2	,	,	PUNCT
easat-9497	247	3	no	no	INTJ
easat-9497	247	4	.	.	NOUN
easat-9497	247	5	8	8	NUM
easat-9497	247	6	:	:	SYM
easat-9497	247	7	940	940	NUM
easat-9497	247	8	-	-	SYM
easat-9497	247	9	950	950	NUM
easat-9497	247	10	,	,	PUNCT
easat-9497	247	11	2025	2025	NUM
easat-9497	247	12	doi	doi	NOUN
easat-9497	247	13	:	:	PUNCT
easat-9497	247	14	10.55214/2576	10.55214/2576	NUM
easat-9497	247	15	-	-	PUNCT
easat-9497	247	16	8484.v9i8.9497	8484.v9i8.9497	NUM
easat-9497	247	17	©	©	ADP
easat-9497	247	18	2025	2025	NUM
easat-9497	247	19	by	by	ADP
easat-9497	247	20	the	the	DET
easat-9497	247	21	authors	author	NOUN
easat-9497	247	22	;	;	PUNCT
easat-9497	247	23	licensee	licensee	PROPN
easat-9497	247	24	learning	learning	NOUN
easat-9497	247	25	gate	gate	NOUN
easat-9497	248	1	[	[	X
easat-9497	248	2	32	32	NUM
easat-9497	248	3	]	]	PUNCT
easat-9497	248	4	m.	m.	NOUN
easat-9497	248	5	s.	s.	PROPN
easat-9497	248	6	satar	satar	PROPN
easat-9497	248	7	and	and	CCONJ
easat-9497	248	8	g.	g.	PROPN
easat-9497	248	9	alarifi	alarifi	PROPN
easat-9497	248	10	,	,	PUNCT
easat-9497	248	11	"	"	PUNCT
easat-9497	248	12	factors	factor	NOUN
easat-9497	248	13	of	of	ADP
easat-9497	248	14	e	e	NOUN
easat-9497	248	15	-	-	NOUN
easat-9497	248	16	business	business	ADJ
easat-9497	248	17	adoption	adoption	NOUN
easat-9497	248	18	in	in	ADP
easat-9497	248	19	small	small	ADJ
easat-9497	248	20	and	and	CCONJ
easat-9497	248	21	medium	medium	ADJ
easat-9497	248	22	enterprises	enterprise	NOUN
easat-9497	248	23	:	:	PUNCT
easat-9497	248	24	evidence	evidence	NOUN
easat-9497	248	25	from	from	ADP
easat-9497	248	26	saudi	saudi	PROPN
easat-9497	248	27	arabia	arabia	PROPN
easat-9497	248	28	,	,	PUNCT
easat-9497	248	29	"	"	PUNCT
easat-9497	248	30	human	human	ADJ
easat-9497	248	31	behavior	behavior	NOUN
easat-9497	248	32	and	and	CCONJ
easat-9497	248	33	emerging	emerge	VERB
easat-9497	248	34	technologies	technology	NOUN
easat-9497	248	35	,	,	PUNCT
easat-9497	248	36	vol	vol	NOUN
easat-9497	248	37	.	.	NOUN
easat-9497	248	38	2022	2022	NUM
easat-9497	248	39	,	,	PUNCT
easat-9497	248	40	no	no	INTJ
easat-9497	248	41	.	.	NOUN
easat-9497	248	42	1	1	NUM
easat-9497	248	43	,	,	PUNCT
easat-9497	248	44	p.	p.	NOUN
easat-9497	248	45	2445624	2445624	NUM
easat-9497	248	46	,	,	PUNCT
easat-9497	248	47	2022	2022	NUM
easat-9497	248	48	.	.	PUNCT
easat-9497	249	1	https://doi.org/10.1155/2022/2445624	https://doi.org/10.1155/2022/2445624	NOUN
easat-9497	250	1	[	[	X
easat-9497	250	2	33	33	NUM
easat-9497	250	3	]	]	PUNCT
easat-9497	250	4	r.	r.	PROPN
easat-9497	250	5	b.	b.	PROPN
easat-9497	250	6	cooper	cooper	PROPN
easat-9497	250	7	and	and	CCONJ
easat-9497	250	8	r.	r.	PROPN
easat-9497	250	9	w.	w.	PROPN
easat-9497	250	10	zmud	zmud	PROPN
easat-9497	250	11	,	,	PUNCT
easat-9497	250	12	"	"	PUNCT
easat-9497	250	13	information	information	NOUN
easat-9497	250	14	technology	technology	NOUN
easat-9497	250	15	implementation	implementation	NOUN
easat-9497	250	16	research	research	NOUN
easat-9497	250	17	:	:	PUNCT
easat-9497	250	18	a	a	DET
easat-9497	250	19	technological	technological	ADJ
easat-9497	250	20	diffusion	diffusion	NOUN
easat-9497	250	21	approach	approach	NOUN
easat-9497	250	22	,	,	PUNCT
easat-9497	250	23	"	"	PUNCT
easat-9497	250	24	management	management	NOUN
easat-9497	250	25	science	science	NOUN
easat-9497	250	26	,	,	PUNCT
easat-9497	250	27	vol	vol	NOUN
easat-9497	250	28	.	.	PROPN
easat-9497	250	29	36	36	NUM
easat-9497	250	30	,	,	PUNCT
easat-9497	250	31	no	no	INTJ
easat-9497	250	32	.	.	NOUN
easat-9497	250	33	2	2	NUM
easat-9497	250	34	,	,	PUNCT
easat-9497	250	35	pp	pp	ADJ
easat-9497	250	36	.	.	PUNCT
easat-9497	251	1	123	123	NUM
easat-9497	251	2	-	-	SYM
easat-9497	251	3	139	139	NUM
easat-9497	251	4	,	,	PUNCT
easat-9497	251	5	2021	2021	NUM
easat-9497	251	6	.	.	PUNCT
easat-9497	252	1	[	[	X
easat-9497	252	2	34	34	NUM
easat-9497	252	3	]	]	PUNCT
easat-9497	252	4	a.	a.	NOUN
easat-9497	252	5	shaikhah	shaikhah	PROPN
easat-9497	252	6	,	,	PUNCT
easat-9497	252	7	a.	a.	PROPN
easat-9497	252	8	al	al	PROPN
easat-9497	252	9	-	-	PUNCT
easat-9497	252	10	hunaiyyan	hunaiyyan	PROPN
easat-9497	252	11	,	,	PUNCT
easat-9497	252	12	a.	a.	PROPN
easat-9497	252	13	al	al	PROPN
easat-9497	252	14	-	-	PUNCT
easat-9497	252	15	duiaji	duiaji	NOUN
easat-9497	252	16	,	,	PUNCT
easat-9497	252	17	and	and	CCONJ
easat-9497	252	18	f.	f.	PROPN
easat-9497	252	19	al	al	PROPN
easat-9497	252	20	-	-	PROPN
easat-9497	252	21	hammad	hammad	PROPN
easat-9497	252	22	,	,	PUNCT
easat-9497	252	23	"	"	PUNCT
easat-9497	252	24	investigation	investigation	NOUN
easat-9497	252	25	of	of	ADP
easat-9497	252	26	artificial	artificial	ADJ
easat-9497	252	27	intelligence	intelligence	NOUN
easat-9497	252	28	in	in	ADP
easat-9497	252	29	small	small	ADJ
easat-9497	252	30	and	and	CCONJ
easat-9497	252	31	medium	medium	ADJ
easat-9497	252	32	-	-	PUNCT
easat-9497	252	33	sized	sized	ADJ
easat-9497	252	34	enterprises	enterprise	NOUN
easat-9497	252	35	:	:	PUNCT
easat-9497	252	36	a	a	DET
easat-9497	252	37	case	case	NOUN
easat-9497	252	38	study	study	NOUN
easat-9497	252	39	of	of	ADP
easat-9497	252	40	the	the	DET
easat-9497	252	41	college	college	PROPN
easat-9497	252	42	of	of	ADP
easat-9497	252	43	business	business	NOUN
easat-9497	252	44	studies	study	NOUN
easat-9497	252	45	,	,	PUNCT
easat-9497	252	46	"	"	PUNCT
easat-9497	252	47	international	international	ADJ
easat-9497	252	48	journal	journal	NOUN
easat-9497	252	49	of	of	ADP
easat-9497	252	50	ebusiness	ebusiness	PROPN
easat-9497	252	51	and	and	CCONJ
easat-9497	252	52	egovernment	egovernment	NOUN
easat-9497	252	53	studies	study	NOUN
easat-9497	252	54	,	,	PUNCT
easat-9497	252	55	vol	vol	NOUN
easat-9497	252	56	.	.	PROPN
easat-9497	252	57	16	16	NUM
easat-9497	252	58	,	,	PUNCT
easat-9497	252	59	no	no	INTJ
easat-9497	252	60	.	.	NOUN
easat-9497	252	61	3	3	NUM
easat-9497	252	62	,	,	PUNCT
easat-9497	252	63	pp	pp	ADJ
easat-9497	252	64	.	.	PUNCT
easat-9497	253	1	115	115	NUM
easat-9497	253	2	-	-	SYM
easat-9497	253	3	136	136	NUM
easat-9497	253	4	,	,	PUNCT
easat-9497	253	5	2024	2024	NUM
easat-9497	253	6	.	.	PUNCT
easat-9497	254	1	[	[	X
easat-9497	254	2	35	35	NUM
easat-9497	254	3	]	]	X
easat-9497	254	4	s.	s.	PROPN
easat-9497	254	5	ren	ren	PROPN
easat-9497	254	6	,	,	PUNCT
easat-9497	254	7	y.	y.	PROPN
easat-9497	254	8	zhang	zhang	PROPN
easat-9497	254	9	,	,	PUNCT
easat-9497	254	10	y.	y.	PROPN
easat-9497	254	11	liu	liu	PROPN
easat-9497	254	12	,	,	PUNCT
easat-9497	254	13	t.	t.	PROPN
easat-9497	254	14	sakao	sakao	PROPN
easat-9497	254	15	,	,	PUNCT
easat-9497	254	16	d.	d.	PROPN
easat-9497	254	17	huisingh	huisingh	PROPN
easat-9497	254	18	,	,	PUNCT
easat-9497	254	19	and	and	CCONJ
easat-9497	254	20	c.	c.	PROPN
easat-9497	254	21	m.	m.	PROPN
easat-9497	254	22	v.	v.	PROPN
easat-9497	254	23	b.	b.	PROPN
easat-9497	254	24	almeida	almeida	PROPN
easat-9497	254	25	,	,	PUNCT
easat-9497	254	26	"	"	PUNCT
easat-9497	254	27	a	a	DET
easat-9497	254	28	comprehensive	comprehensive	ADJ
easat-9497	254	29	review	review	NOUN
easat-9497	254	30	of	of	ADP
easat-9497	254	31	big	big	ADJ
easat-9497	254	32	data	datum	NOUN
easat-9497	254	33	analytics	analytic	NOUN
easat-9497	254	34	throughout	throughout	ADP
easat-9497	254	35	product	product	NOUN
easat-9497	254	36	lifecycle	lifecycle	NOUN
easat-9497	254	37	to	to	PART
easat-9497	254	38	support	support	VERB
easat-9497	254	39	sustainable	sustainable	ADJ
easat-9497	254	40	smart	smart	ADJ
easat-9497	254	41	manufacturing	manufacturing	NOUN
easat-9497	254	42	:	:	PUNCT
easat-9497	254	43	a	a	DET
easat-9497	254	44	framework	framework	NOUN
easat-9497	254	45	,	,	PUNCT
easat-9497	254	46	challenges	challenge	NOUN
easat-9497	254	47	and	and	CCONJ
easat-9497	254	48	future	future	ADJ
easat-9497	254	49	research	research	NOUN
easat-9497	254	50	directions	direction	NOUN
easat-9497	254	51	,	,	PUNCT
easat-9497	254	52	"	"	PUNCT
easat-9497	254	53	journal	journal	NOUN
easat-9497	254	54	of	of	ADP
easat-9497	254	55	cleaner	clean	ADJ
easat-9497	254	56	production	production	NOUN
easat-9497	254	57	,	,	PUNCT
easat-9497	254	58	vol	vol	NOUN
easat-9497	254	59	.	.	NOUN
easat-9497	254	60	210	210	NUM
easat-9497	254	61	,	,	PUNCT
easat-9497	254	62	pp	pp	ADJ
easat-9497	254	63	.	.	PUNCT
easat-9497	255	1	1343	1343	NUM
easat-9497	255	2	-	-	SYM
easat-9497	255	3	1365	1365	NUM
easat-9497	255	4	,	,	PUNCT
easat-9497	255	5	2019	2019	NUM
easat-9497	255	6	.	.	PUNCT
easat-9497	256	1	https://doi.org/10.1016/j.jclepro.2018.11.025	https://doi.org/10.1016/j.jclepro.2018.11.025	NOUN
easat-9497	256	2	[	[	X
easat-9497	256	3	36	36	NUM
easat-9497	256	4	]	]	PUNCT
easat-9497	256	5	f.	f.	PROPN
easat-9497	256	6	dabdoub	dabdoub	PROPN
easat-9497	256	7	,	,	PUNCT
easat-9497	256	8	m.	m.	NOUN
easat-9497	256	9	colangelo	colangelo	PROPN
easat-9497	256	10	,	,	PUNCT
easat-9497	256	11	and	and	CCONJ
easat-9497	256	12	m.	m.	NOUN
easat-9497	256	13	aljumah	aljumah	NOUN
easat-9497	256	14	,	,	PUNCT
easat-9497	256	15	"	"	PUNCT
easat-9497	256	16	artificial	artificial	ADJ
easat-9497	256	17	intelligence	intelligence	NOUN
easat-9497	256	18	in	in	ADP
easat-9497	256	19	healthcare	healthcare	NOUN
easat-9497	256	20	and	and	CCONJ
easat-9497	256	21	biotechnology	biotechnology	NOUN
easat-9497	256	22	:	:	PUNCT
easat-9497	256	23	a	a	DET
easat-9497	256	24	review	review	NOUN
easat-9497	256	25	of	of	ADP
easat-9497	256	26	the	the	DET
easat-9497	256	27	saudi	saudi	ADJ
easat-9497	256	28	experience	experience	NOUN
easat-9497	256	29	,	,	PUNCT
easat-9497	256	30	"	"	PUNCT
easat-9497	256	31	journal	journal	NOUN
easat-9497	256	32	of	of	ADP
easat-9497	256	33	artificial	artificial	ADJ
easat-9497	256	34	intelligence	intelligence	PROPN
easat-9497	256	35	&	&	CCONJ
easat-9497	256	36	cloud	cloud	PROPN
easat-9497	256	37	computing	computing	PROPN
easat-9497	256	38	,	,	PUNCT
easat-9497	256	39	vol	vol	NOUN
easat-9497	256	40	.	.	PROPN
easat-9497	256	41	1	1	NUM
easat-9497	256	42	,	,	PUNCT
easat-9497	256	43	no	no	INTJ
easat-9497	256	44	.	.	NOUN
easat-9497	256	45	2	2	NUM
easat-9497	256	46	,	,	PUNCT
easat-9497	256	47	pp	pp	ADJ
easat-9497	256	48	.	.	PUNCT
easat-9497	257	1	1–6	1–6	NUM
easat-9497	257	2	,	,	PUNCT
easat-9497	257	3	2022	2022	NUM
easat-9497	257	4	.	.	PUNCT
easat-9497	258	1	[	[	X
easat-9497	258	2	37	37	NUM
easat-9497	258	3	]	]	X
easat-9497	258	4	d.	d.	PROPN
easat-9497	258	5	jayakumar	jayakumar	PROPN
easat-9497	258	6	,	,	PUNCT
easat-9497	258	7	a.	a.	NOUN
easat-9497	258	8	bouhoula	bouhoula	NOUN
easat-9497	258	9	,	,	PUNCT
easat-9497	258	10	and	and	CCONJ
easat-9497	258	11	w.	w.	PROPN
easat-9497	258	12	k.	k.	PROPN
easat-9497	258	13	al	al	PROPN
easat-9497	258	14	-	-	PROPN
easat-9497	258	15	zubari	zubari	PROPN
easat-9497	258	16	,	,	PUNCT
easat-9497	258	17	"	"	PUNCT
easat-9497	258	18	unlocking	unlock	VERB
easat-9497	258	19	the	the	DET
easat-9497	258	20	potential	potential	NOUN
easat-9497	258	21	of	of	ADP
easat-9497	258	22	artificial	artificial	ADJ
easat-9497	258	23	intelligence	intelligence	NOUN
easat-9497	258	24	for	for	ADP
easat-9497	258	25	sustainable	sustainable	ADJ
easat-9497	258	26	water	water	NOUN
easat-9497	258	27	management	management	NOUN
easat-9497	258	28	focusing	focus	VERB
easat-9497	258	29	operational	operational	ADJ
easat-9497	258	30	applications	application	NOUN
easat-9497	258	31	,	,	PUNCT
easat-9497	258	32	"	"	PUNCT
easat-9497	258	33	water	water	NOUN
easat-9497	258	34	,	,	PUNCT
easat-9497	258	35	vol	vol	NOUN
easat-9497	258	36	.	.	PROPN
easat-9497	258	37	16	16	NUM
easat-9497	258	38	,	,	PUNCT
easat-9497	258	39	no	no	INTJ
easat-9497	258	40	.	.	NOUN
easat-9497	258	41	22	22	NUM
easat-9497	258	42	,	,	PUNCT
easat-9497	258	43	p.	p.	NOUN
easat-9497	258	44	3328	3328	NUM
easat-9497	258	45	,	,	PUNCT
easat-9497	258	46	2024	2024	NUM
easat-9497	258	47	.	.	PUNCT
easat-9497	259	1	https://doi.org/10.3390/w16223328	https://doi.org/10.3390/w16223328	PRON
easat-9497	260	1	[	[	X
easat-9497	260	2	38	38	NUM
easat-9497	260	3	]	]	PUNCT
easat-9497	260	4	n.	n.	NOUN
easat-9497	260	5	a.	a.	NOUN
easat-9497	260	6	alghamdi	alghamdi	PROPN
easat-9497	260	7	and	and	CCONJ
easat-9497	260	8	h.	h.	PROPN
easat-9497	260	9	h.	h.	PROPN
easat-9497	260	10	al	al	PROPN
easat-9497	260	11	-	-	PUNCT
easat-9497	260	12	baity	baity	PROPN
easat-9497	260	13	,	,	PUNCT
easat-9497	260	14	"	"	PUNCT
easat-9497	260	15	augmented	augment	VERB
easat-9497	260	16	analytics	analytic	NOUN
easat-9497	260	17	driven	drive	VERB
easat-9497	260	18	by	by	ADP
easat-9497	260	19	ai	ai	NOUN
easat-9497	260	20	:	:	PUNCT
easat-9497	260	21	a	a	DET
easat-9497	260	22	digital	digital	ADJ
easat-9497	260	23	transformation	transformation	NOUN
easat-9497	260	24	beyond	beyond	ADP
easat-9497	260	25	business	business	NOUN
easat-9497	260	26	intelligence	intelligence	NOUN
easat-9497	260	27	,	,	PUNCT
easat-9497	260	28	"	"	PUNCT
easat-9497	260	29	sensors	sensor	NOUN
easat-9497	260	30	,	,	PUNCT
easat-9497	260	31	vol	vol	NOUN
easat-9497	260	32	.	.	PROPN
easat-9497	260	33	22	22	NUM
easat-9497	260	34	,	,	PUNCT
easat-9497	260	35	no	no	INTJ
easat-9497	260	36	.	.	NOUN
easat-9497	260	37	20	20	NUM
easat-9497	260	38	,	,	PUNCT
easat-9497	260	39	p.	p.	NOUN
easat-9497	260	40	8071	8071	NUM
easat-9497	260	41	,	,	PUNCT
easat-9497	260	42	2022	2022	NUM
easat-9497	260	43	.	.	PUNCT
easat-9497	261	1	https://doi.org/10.3390/s22208071	https://doi.org/10.3390/s22208071	NUM
easat-9497	262	1	[	[	X
easat-9497	262	2	39	39	NUM
easat-9497	262	3	]	]	PUNCT
easat-9497	262	4	y.	y.	PROPN
easat-9497	262	5	roh	roh	PROPN
easat-9497	262	6	,	,	PUNCT
easat-9497	262	7	g.	g.	PROPN
easat-9497	262	8	heo	heo	PROPN
easat-9497	262	9	,	,	PUNCT
easat-9497	262	10	and	and	CCONJ
easat-9497	262	11	s.	s.	PROPN
easat-9497	262	12	e.	e.	PROPN
easat-9497	262	13	whang	whang	PROPN
easat-9497	262	14	,	,	PUNCT
easat-9497	262	15	"	"	PUNCT
easat-9497	262	16	a	a	DET
easat-9497	262	17	survey	survey	NOUN
easat-9497	262	18	on	on	ADP
easat-9497	262	19	data	datum	NOUN
easat-9497	262	20	collection	collection	NOUN
easat-9497	262	21	for	for	ADP
easat-9497	262	22	machine	machine	NOUN
easat-9497	262	23	learning	learning	NOUN
easat-9497	262	24	:	:	PUNCT
easat-9497	262	25	a	a	DET
easat-9497	262	26	big	big	ADJ
easat-9497	262	27	data	data	NOUN
easat-9497	262	28	-	-	PUNCT
easat-9497	262	29	ai	ai	NOUN
easat-9497	262	30	integration	integration	NOUN
easat-9497	262	31	perspective	perspective	NOUN
easat-9497	262	32	,	,	PUNCT
easat-9497	262	33	"	"	PUNCT
easat-9497	262	34	ieee	ieee	NOUN
easat-9497	262	35	transactions	transaction	NOUN
easat-9497	262	36	on	on	ADP
easat-9497	262	37	knowledge	knowledge	NOUN
easat-9497	262	38	and	and	CCONJ
easat-9497	262	39	data	datum	NOUN
easat-9497	262	40	engineering	engineering	NOUN
easat-9497	262	41	,	,	PUNCT
easat-9497	262	42	vol	vol	NOUN
easat-9497	262	43	.	.	PROPN
easat-9497	263	1	33	33	NUM
easat-9497	263	2	,	,	PUNCT
easat-9497	263	3	no	no	INTJ
easat-9497	263	4	.	.	NOUN
easat-9497	263	5	4	4	NUM
easat-9497	263	6	,	,	PUNCT
easat-9497	263	7	pp	pp	ADJ
easat-9497	263	8	.	.	PUNCT
easat-9497	264	1	1328	1328	NUM
easat-9497	264	2	-	-	SYM
easat-9497	264	3	1347	1347	NUM
easat-9497	264	4	,	,	PUNCT
easat-9497	264	5	2019	2019	NUM
easat-9497	264	6	.	.	PUNCT
easat-9497	265	1	[	[	X
easat-9497	265	2	40	40	NUM
easat-9497	265	3	]	]	PUNCT
easat-9497	265	4	m.	m.	NOUN
easat-9497	265	5	d.	d.	PROPN
easat-9497	265	6	renzo	renzo	VERB
easat-9497	265	7	et	et	PROPN
easat-9497	265	8	al	al	PROPN
easat-9497	265	9	.	.	PROPN
easat-9497	265	10	,	,	PUNCT
easat-9497	265	11	"	"	PUNCT
easat-9497	265	12	smart	smart	ADJ
easat-9497	265	13	radio	radio	NOUN
easat-9497	265	14	environments	environment	NOUN
easat-9497	265	15	empowered	empower	VERB
easat-9497	265	16	by	by	ADP
easat-9497	265	17	reconfigurable	reconfigurable	NOUN
easat-9497	265	18	ai	ai	VERB
easat-9497	265	19	meta	meta	ADJ
easat-9497	265	20	-	-	PUNCT
easat-9497	265	21	surfaces	surface	NOUN
easat-9497	265	22	:	:	PUNCT
easat-9497	265	23	an	an	DET
easat-9497	265	24	idea	idea	NOUN
easat-9497	265	25	whose	whose	DET
easat-9497	265	26	time	time	NOUN
easat-9497	265	27	has	have	AUX
easat-9497	265	28	come	come	VERB
easat-9497	265	29	,	,	PUNCT
easat-9497	265	30	"	"	PUNCT
easat-9497	265	31	eurasip	eurasip	NOUN
easat-9497	265	32	journal	journal	PROPN
easat-9497	265	33	on	on	ADP
easat-9497	265	34	wireless	wireless	ADJ
easat-9497	265	35	communications	communication	NOUN
easat-9497	265	36	and	and	CCONJ
easat-9497	265	37	networking	networking	NOUN
easat-9497	265	38	,	,	PUNCT
easat-9497	265	39	vol	vol	NOUN
easat-9497	265	40	.	.	PROPN
easat-9497	265	41	2019	2019	NUM
easat-9497	265	42	,	,	PUNCT
easat-9497	265	43	no	no	INTJ
easat-9497	265	44	.	.	NOUN
easat-9497	265	45	1	1	NUM
easat-9497	265	46	,	,	PUNCT
easat-9497	265	47	p.	p.	NOUN
easat-9497	265	48	129	129	NUM
easat-9497	265	49	,	,	PUNCT
easat-9497	265	50	2019	2019	NUM
easat-9497	265	51	.	.	PUNCT
easat-9497	266	1	https://doi.org/10.1186/s13638-019-1438-9	https://doi.org/10.1186/s13638-019-1438-9	PROPN
easat-9497	267	1	[	[	X
easat-9497	267	2	41	41	NUM
easat-9497	267	3	]	]	PUNCT
easat-9497	267	4	a.	a.	NOUN
easat-9497	267	5	a.	a.	NOUN
easat-9497	267	6	seyhan	seyhan	PROPN
easat-9497	267	7	and	and	CCONJ
easat-9497	267	8	c.	c.	PROPN
easat-9497	267	9	carini	carini	PROPN
easat-9497	267	10	,	,	PUNCT
easat-9497	267	11	"	"	PUNCT
easat-9497	267	12	are	be	AUX
easat-9497	267	13	innovation	innovation	NOUN
easat-9497	267	14	and	and	CCONJ
easat-9497	267	15	new	new	ADJ
easat-9497	267	16	technologies	technology	NOUN
easat-9497	267	17	in	in	ADP
easat-9497	267	18	precision	precision	NOUN
easat-9497	267	19	medicine	medicine	NOUN
easat-9497	267	20	paving	pave	VERB
easat-9497	267	21	a	a	DET
easat-9497	267	22	new	new	ADJ
easat-9497	267	23	era	era	NOUN
easat-9497	267	24	in	in	ADP
easat-9497	267	25	patients	patient	NOUN
easat-9497	267	26	centric	centric	ADJ
easat-9497	267	27	care	care	NOUN
easat-9497	267	28	?	?	PUNCT
easat-9497	267	29	,	,	PUNCT
easat-9497	267	30	"	"	PUNCT
easat-9497	267	31	journal	journal	NOUN
easat-9497	267	32	of	of	ADP
easat-9497	267	33	translational	translational	ADJ
easat-9497	267	34	medicine	medicine	NOUN
easat-9497	267	35	,	,	PUNCT
easat-9497	267	36	vol	vol	NOUN
easat-9497	267	37	.	.	PROPN
easat-9497	267	38	17	17	NUM
easat-9497	267	39	,	,	PUNCT
easat-9497	267	40	no	no	INTJ
easat-9497	267	41	.	.	NOUN
easat-9497	267	42	1	1	NUM
easat-9497	267	43	,	,	PUNCT
easat-9497	267	44	p.	p.	NOUN
easat-9497	267	45	114	114	NUM
easat-9497	267	46	,	,	PUNCT
easat-9497	267	47	2019	2019	NUM
easat-9497	267	48	.	.	PUNCT
easat-9497	268	1	https://doi.org/10.1186/s12967-0191864-9	https://doi.org/10.1186/s12967-0191864-9	PROPN
easat-9497	268	2	[	[	X
easat-9497	268	3	42	42	NUM
easat-9497	268	4	]	]	PUNCT
easat-9497	268	5	p.	p.	NOUN
easat-9497	268	6	sundaravadivel	sundaravadivel	NOUN
easat-9497	268	7	,	,	PUNCT
easat-9497	268	8	e.	e.	PROPN
easat-9497	268	9	kougianos	kougianos	PROPN
easat-9497	268	10	,	,	PUNCT
easat-9497	268	11	s.	s.	PROPN
easat-9497	268	12	p.	p.	PROPN
easat-9497	268	13	mohanty	mohanty	PROPN
easat-9497	268	14	,	,	PUNCT
easat-9497	268	15	and	and	CCONJ
easat-9497	268	16	m.	m.	PROPN
easat-9497	268	17	k.	k.	PROPN
easat-9497	268	18	ganapathiraju	ganapathiraju	PROPN
easat-9497	268	19	,	,	PUNCT
easat-9497	268	20	"	"	PUNCT
easat-9497	268	21	everything	everything	PRON
easat-9497	268	22	you	you	PRON
easat-9497	268	23	wanted	want	VERB
easat-9497	268	24	to	to	PART
easat-9497	268	25	know	know	VERB
easat-9497	268	26	about	about	ADP
easat-9497	268	27	smart	smart	ADJ
easat-9497	268	28	health	health	NOUN
easat-9497	268	29	care	care	NOUN
easat-9497	268	30	:	:	PUNCT
easat-9497	268	31	evaluating	evaluate	VERB
easat-9497	268	32	the	the	DET
easat-9497	268	33	different	different	ADJ
easat-9497	268	34	technologies	technology	NOUN
easat-9497	268	35	and	and	CCONJ
easat-9497	268	36	components	component	NOUN
easat-9497	268	37	of	of	ADP
easat-9497	268	38	the	the	DET
easat-9497	268	39	internet	internet	NOUN
easat-9497	268	40	of	of	ADP
easat-9497	268	41	things	thing	NOUN
easat-9497	268	42	for	for	ADP
easat-9497	268	43	better	well	ADJ
easat-9497	268	44	health	health	NOUN
easat-9497	268	45	,	,	PUNCT
easat-9497	268	46	"	"	PUNCT
easat-9497	268	47	ieee	ieee	NOUN
easat-9497	268	48	consumer	consumer	NOUN
easat-9497	268	49	electronics	electronic	NOUN
easat-9497	268	50	magazine	magazine	NOUN
easat-9497	268	51	,	,	PUNCT
easat-9497	268	52	vol	vol	NOUN
easat-9497	268	53	.	.	PROPN
easat-9497	268	54	7	7	NUM
easat-9497	268	55	,	,	PUNCT
easat-9497	268	56	no	no	INTJ
easat-9497	268	57	.	.	NOUN
easat-9497	268	58	1	1	NUM
easat-9497	268	59	,	,	PUNCT
easat-9497	268	60	pp	pp	ADJ
easat-9497	268	61	.	.	PUNCT
easat-9497	269	1	18	18	NUM
easat-9497	269	2	-	-	SYM
easat-9497	269	3	28	28	NUM
easat-9497	269	4	,	,	PUNCT
easat-9497	269	5	2018	2018	NUM
easat-9497	269	6	.	.	PUNCT
easat-9497	270	1	https://doi.org/10.1109/mce.2017.2755378	https://doi.org/10.1109/mce.2017.2755378	ADJ
easat-9497	270	2	https://doi.org/10.1155/2022/2445624	https://doi.org/10.1155/2022/2445624	PROPN
easat-9497	270	3	https://doi.org/10.1016/j.jclepro.2018.11.025	https://doi.org/10.1016/j.jclepro.2018.11.025	ADJ
easat-9497	270	4	https://doi.org/10.3390/w16223328	https://doi.org/10.3390/w16223328	PROPN
easat-9497	270	5	https://doi.org/10.3390/s22208071	https://doi.org/10.3390/s22208071	PROPN
easat-9497	270	6	https://doi.org/10.1186/s13638-019-1438-9	https://doi.org/10.1186/s13638-019-1438-9	NUM
easat-9497	270	7	https://doi.org/10.1186/s12967-019-1864-9	https://doi.org/10.1186/s12967-019-1864-9	NUM
easat-9497	270	8	https://doi.org/10.1186/s12967-019-1864-9	https://doi.org/10.1186/s12967-019-1864-9	NUM
easat-9497	270	9	https://doi.org/10.1109/mce.2017.2755378	https://doi.org/10.1109/mce.2017.2755378	NOUN