id	sid	tid	token	lemma	pos
easat-6081	1	1	edelweiss	edelweiss	PROPN
easat-6081	1	2	applied	apply	VERB
easat-6081	1	3	science	science	NOUN
easat-6081	1	4	and	and	CCONJ
easat-6081	1	5	technology	technology	NOUN
easat-6081	1	6	issn	issn	PROPN
easat-6081	1	7	:	:	PUNCT
easat-6081	1	8	2576	2576	NUM
easat-6081	1	9	-	-	SYM
easat-6081	1	10	8484	8484	NUM
easat-6081	1	11	vol	vol	NOUN
easat-6081	1	12	.	.	PROPN
easat-6081	2	1	9	9	NUM
easat-6081	2	2	,	,	PUNCT
easat-6081	2	3	no	no	INTJ
easat-6081	2	4	.	.	NOUN
easat-6081	2	5	4	4	NUM
easat-6081	2	6	,	,	PUNCT
easat-6081	2	7	794	794	NUM
easat-6081	2	8	-	-	SYM
easat-6081	2	9	808	808	NUM
easat-6081	2	10	2025	2025	NUM
easat-6081	2	11	publisher	publisher	NOUN
easat-6081	2	12	:	:	PUNCT
easat-6081	2	13	learning	learn	VERB
easat-6081	2	14	gate	gate	NOUN
easat-6081	2	15	doi	doi	PROPN
easat-6081	2	16	:	:	PUNCT
easat-6081	2	17	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	2	18	©	©	PROPN
easat-6081	2	19	2025	2025	NUM
easat-6081	2	20	by	by	ADP
easat-6081	2	21	the	the	DET
easat-6081	2	22	authors	author	NOUN
easat-6081	2	23	;	;	PUNCT
easat-6081	2	24	licensee	licensee	PROPN
easat-6081	2	25	learning	learning	NOUN
easat-6081	2	26	gate	gate	NOUN
easat-6081	3	1	©	©	PROPN
easat-6081	3	2	2025	2025	NUM
easat-6081	3	3	by	by	ADP
easat-6081	3	4	the	the	DET
easat-6081	3	5	authors	author	NOUN
easat-6081	3	6	;	;	PUNCT
easat-6081	3	7	licensee	licensee	PROPN
easat-6081	3	8	learning	learning	NOUN
easat-6081	3	9	gate	gate	NOUN
easat-6081	3	10	history	history	NOUN
easat-6081	3	11	:	:	PUNCT
easat-6081	3	12	received	receive	VERB
easat-6081	3	13	:	:	PUNCT
easat-6081	3	14	7	7	NUM
easat-6081	3	15	february	february	NOUN
easat-6081	3	16	2025	2025	NUM
easat-6081	3	17	;	;	PUNCT
easat-6081	3	18	revised	revise	VERB
easat-6081	3	19	:	:	PUNCT
easat-6081	3	20	27	27	NUM
easat-6081	3	21	march	march	NOUN
easat-6081	3	22	2025	2025	NUM
easat-6081	3	23	;	;	PUNCT
easat-6081	3	24	accepted	accept	VERB
easat-6081	3	25	:	:	PUNCT
easat-6081	3	26	31	31	NUM
easat-6081	3	27	march	march	NOUN
easat-6081	3	28	2025	2025	NUM
easat-6081	3	29	;	;	PUNCT
easat-6081	3	30	published	publish	VERB
easat-6081	3	31	:	:	PUNCT
easat-6081	3	32	9	9	NUM
easat-6081	3	33	april	april	PROPN
easat-6081	3	34	2025	2025	NUM
easat-6081	3	35	*	*	PUNCT
easat-6081	3	36	correspondence	correspondence	NOUN
easat-6081	3	37	:	:	PUNCT
easat-6081	3	38	632741540@qq.com	632741540@qq.com	NUM
easat-6081	3	39	the	the	DET
easat-6081	3	40	impact	impact	NOUN
easat-6081	3	41	of	of	ADP
easat-6081	3	42	artificial	artificial	ADJ
easat-6081	3	43	intelligence	intelligence	NOUN
easat-6081	3	44	on	on	ADP
easat-6081	3	45	organizational	organizational	ADJ
easat-6081	3	46	decision	decision	NOUN
easat-6081	3	47	-	-	PUNCT
easat-6081	3	48	making	make	VERB
easat-6081	3	49	processes	process	NOUN
easat-6081	3	50	baoyu	baoyu	ADJ
easat-6081	3	51	huang1	huang1	PROPN
easat-6081	3	52	*	*	PROPN
easat-6081	3	53	,	,	PUNCT
easat-6081	3	54	eksiri	eksiri	PROPN
easat-6081	3	55	niyomsilp2	niyomsilp2	NOUN
easat-6081	3	56	1shinawatra	1shinawatra	NUM
easat-6081	3	57	international	international	ADJ
easat-6081	3	58	university	university	NOUN
easat-6081	3	59	,	,	PUNCT
easat-6081	3	60	thailand	thailand	PROPN
easat-6081	3	61	;	;	PUNCT
easat-6081	3	62	632741540@qq.com	632741540@qq.com	NUM
easat-6081	3	63	(	(	PUNCT
easat-6081	3	64	b.h	b.h	PROPN
easat-6081	3	65	.	.	PUNCT
easat-6081	3	66	)	)	PUNCT
easat-6081	3	67	.	.	PUNCT
easat-6081	4	1	2faculty	2faculty	NUM
easat-6081	4	2	of	of	ADP
easat-6081	4	3	management	management	NOUN
easat-6081	4	4	,	,	PUNCT
easat-6081	4	5	shinawatra	shinawatra	PROPN
easat-6081	4	6	university	university	PROPN
easat-6081	4	7	,	,	PUNCT
easat-6081	4	8	thailand	thailand	PROPN
easat-6081	4	9	;	;	PUNCT
easat-6081	4	10	eksiri.n@siu.ac.th	eksiri.n@siu.ac.th	PROPN
easat-6081	4	11	(	(	PUNCT
easat-6081	4	12	e.n	e.n	PROPN
easat-6081	4	13	.	.	PROPN
easat-6081	4	14	)	)	PUNCT
easat-6081	4	15	.	.	PUNCT
easat-6081	5	1	abstract	abstract	ADV
easat-6081	5	2	:	:	PUNCT
easat-6081	5	3	using	use	VERB
easat-6081	5	4	a	a	DET
easat-6081	5	5	mixed	mixed	ADJ
easat-6081	5	6	-	-	PUNCT
easat-6081	5	7	methods	method	NOUN
easat-6081	5	8	approach	approach	NOUN
easat-6081	5	9	,	,	PUNCT
easat-6081	5	10	data	datum	NOUN
easat-6081	5	11	was	be	AUX
easat-6081	5	12	collected	collect	VERB
easat-6081	5	13	through	through	ADP
easat-6081	5	14	quantitative	quantitative	ADJ
easat-6081	5	15	surveys	survey	NOUN
easat-6081	5	16	(	(	PUNCT
easat-6081	5	17	n=258	n=258	PROPN
easat-6081	5	18	)	)	PUNCT
easat-6081	5	19	and	and	CCONJ
easat-6081	5	20	qualitative	qualitative	ADJ
easat-6081	5	21	interviews	interview	NOUN
easat-6081	5	22	with	with	ADP
easat-6081	5	23	ai	ai	PROPN
easat-6081	5	24	practitioners	practitioner	NOUN
easat-6081	5	25	and	and	CCONJ
easat-6081	5	26	decision	decision	NOUN
easat-6081	5	27	-	-	PUNCT
easat-6081	5	28	makers	maker	NOUN
easat-6081	5	29	across	across	ADP
easat-6081	5	30	multiple	multiple	ADJ
easat-6081	5	31	industries	industry	NOUN
easat-6081	5	32	.	.	PUNCT
easat-6081	6	1	findings	finding	NOUN
easat-6081	6	2	indicate	indicate	VERB
easat-6081	6	3	that	that	SCONJ
easat-6081	6	4	ai	ai	VERB
easat-6081	6	5	significantly	significantly	ADV
easat-6081	6	6	improves	improve	VERB
easat-6081	6	7	decision	decision	NOUN
easat-6081	6	8	efficiency	efficiency	NOUN
easat-6081	6	9	by	by	ADP
easat-6081	6	10	automating	automate	VERB
easat-6081	6	11	analytical	analytical	ADJ
easat-6081	6	12	tasks	task	NOUN
easat-6081	6	13	,	,	PUNCT
easat-6081	6	14	reducing	reduce	VERB
easat-6081	6	15	human	human	ADJ
easat-6081	6	16	cognitive	cognitive	ADJ
easat-6081	6	17	biases	bias	NOUN
easat-6081	6	18	,	,	PUNCT
easat-6081	6	19	and	and	CCONJ
easat-6081	6	20	enabling	enable	VERB
easat-6081	6	21	real	real	ADJ
easat-6081	6	22	-	-	PUNCT
easat-6081	6	23	time	time	NOUN
easat-6081	6	24	insights	insight	NOUN
easat-6081	6	25	.	.	PUNCT
easat-6081	7	1	however	however	ADV
easat-6081	7	2	,	,	PUNCT
easat-6081	7	3	challenges	challenge	NOUN
easat-6081	7	4	persist	persist	VERB
easat-6081	7	5	,	,	PUNCT
easat-6081	7	6	particularly	particularly	ADV
easat-6081	7	7	in	in	ADP
easat-6081	7	8	algorithmic	algorithmic	ADJ
easat-6081	7	9	transparency	transparency	NOUN
easat-6081	7	10	,	,	PUNCT
easat-6081	7	11	ethical	ethical	ADJ
easat-6081	7	12	governance	governance	NOUN
easat-6081	7	13	,	,	PUNCT
easat-6081	7	14	and	and	CCONJ
easat-6081	7	15	compliance	compliance	NOUN
easat-6081	7	16	with	with	ADP
easat-6081	7	17	regulatory	regulatory	ADJ
easat-6081	7	18	standards	standard	NOUN
easat-6081	7	19	.	.	PUNCT
easat-6081	8	1	key	key	ADJ
easat-6081	8	2	findings	finding	NOUN
easat-6081	8	3	reveal	reveal	VERB
easat-6081	8	4	that	that	SCONJ
easat-6081	8	5	ai	ai	VERB
easat-6081	8	6	integration	integration	NOUN
easat-6081	8	7	positively	positively	ADV
easat-6081	8	8	influences	influence	VERB
easat-6081	8	9	decision	decision	NOUN
easat-6081	8	10	effectiveness	effectiveness	NOUN
easat-6081	8	11	(	(	PUNCT
easat-6081	8	12	β=0.156	β=0.156	NOUN
easat-6081	8	13	,	,	PUNCT
easat-6081	8	14	p=0.031	p=0.031	NOUN
easat-6081	8	15	)	)	PUNCT
easat-6081	8	16	,	,	PUNCT
easat-6081	8	17	but	but	CCONJ
easat-6081	8	18	human	human	ADJ
easat-6081	8	19	oversight	oversight	NOUN
easat-6081	8	20	(	(	PUNCT
easat-6081	8	21	β=0.381	β=0.381	X
easat-6081	8	22	,	,	PUNCT
easat-6081	8	23	p<0.001	p<0.001	ADJ
easat-6081	8	24	)	)	PUNCT
easat-6081	8	25	and	and	CCONJ
easat-6081	8	26	regulatory	regulatory	ADJ
easat-6081	8	27	compliance	compliance	NOUN
easat-6081	8	28	(	(	PUNCT
easat-6081	8	29	β=0.314	β=0.314	NOUN
easat-6081	8	30	,	,	PUNCT
easat-6081	8	31	p<0.001	p<0.001	PUNCT
easat-6081	8	32	)	)	PUNCT
easat-6081	8	33	play	play	VERB
easat-6081	8	34	crucial	crucial	ADJ
easat-6081	8	35	mediating	mediating	NOUN
easat-6081	8	36	roles	role	NOUN
easat-6081	8	37	.	.	PUNCT
easat-6081	9	1	ethical	ethical	ADJ
easat-6081	9	2	and	and	CCONJ
easat-6081	9	3	security	security	NOUN
easat-6081	9	4	challenges	challenge	NOUN
easat-6081	9	5	necessitate	necessitate	ADJ
easat-6081	9	6	stronger	strong	ADJ
easat-6081	9	7	ai	ai	VERB
easat-6081	9	8	governance	governance	NOUN
easat-6081	9	9	frameworks	framework	NOUN
easat-6081	9	10	,	,	PUNCT
easat-6081	9	11	as	as	SCONJ
easat-6081	9	12	organizations	organization	NOUN
easat-6081	9	13	struggle	struggle	VERB
easat-6081	9	14	with	with	ADP
easat-6081	9	15	bias	bias	NOUN
easat-6081	9	16	mitigation	mitigation	NOUN
easat-6081	9	17	,	,	PUNCT
easat-6081	9	18	legal	legal	ADJ
easat-6081	9	19	accountability	accountability	NOUN
easat-6081	9	20	,	,	PUNCT
easat-6081	9	21	and	and	CCONJ
easat-6081	9	22	ai	ai	VERB
easat-6081	9	23	explainability	explainability	NOUN
easat-6081	9	24	.	.	PUNCT
easat-6081	10	1	industry	industry	NOUN
easat-6081	10	2	experts	expert	NOUN
easat-6081	10	3	emphasize	emphasize	VERB
easat-6081	10	4	the	the	DET
easat-6081	10	5	need	need	NOUN
easat-6081	10	6	for	for	ADP
easat-6081	10	7	a	a	DET
easat-6081	10	8	hybrid	hybrid	ADJ
easat-6081	10	9	human	human	NOUN
easat-6081	10	10	-	-	PUNCT
easat-6081	10	11	ai	ai	NOUN
easat-6081	10	12	collaboration	collaboration	NOUN
easat-6081	10	13	model	model	NOUN
easat-6081	10	14	,	,	PUNCT
easat-6081	10	15	ensuring	ensure	VERB
easat-6081	10	16	ai	ai	INTJ
easat-6081	10	17	remains	remain	VERB
easat-6081	10	18	an	an	DET
easat-6081	10	19	augmentation	augmentation	NOUN
easat-6081	10	20	rather	rather	ADV
easat-6081	10	21	than	than	ADP
easat-6081	10	22	a	a	DET
easat-6081	10	23	replacement	replacement	NOUN
easat-6081	10	24	for	for	ADP
easat-6081	10	25	human	human	ADJ
easat-6081	10	26	decision	decision	NOUN
easat-6081	10	27	-	-	PUNCT
easat-6081	10	28	makers	maker	NOUN
easat-6081	10	29	.	.	PUNCT
easat-6081	11	1	this	this	DET
easat-6081	11	2	study	study	NOUN
easat-6081	11	3	contributes	contribute	VERB
easat-6081	11	4	to	to	ADP
easat-6081	11	5	ai	ai	VERB
easat-6081	11	6	governance	governance	NOUN
easat-6081	11	7	literature	literature	NOUN
easat-6081	11	8	by	by	ADP
easat-6081	11	9	highlighting	highlight	VERB
easat-6081	11	10	the	the	DET
easat-6081	11	11	importance	importance	NOUN
easat-6081	11	12	of	of	ADP
easat-6081	11	13	ethical	ethical	ADJ
easat-6081	11	14	ai	ai	PROPN
easat-6081	11	15	deployment	deployment	NOUN
easat-6081	11	16	,	,	PUNCT
easat-6081	11	17	transparent	transparent	ADJ
easat-6081	11	18	decision	decision	NOUN
easat-6081	11	19	systems	system	NOUN
easat-6081	11	20	,	,	PUNCT
easat-6081	11	21	and	and	CCONJ
easat-6081	11	22	regulatory	regulatory	ADJ
easat-6081	11	23	adherence	adherence	NOUN
easat-6081	11	24	.	.	PUNCT
easat-6081	12	1	future	future	ADJ
easat-6081	12	2	research	research	NOUN
easat-6081	12	3	should	should	AUX
easat-6081	12	4	explore	explore	VERB
easat-6081	12	5	ai	ai	VERB
easat-6081	12	6	’s	’s	PART
easat-6081	12	7	impact	impact	NOUN
easat-6081	12	8	in	in	ADP
easat-6081	12	9	high	high	ADJ
easat-6081	12	10	-	-	PUNCT
easat-6081	12	11	risk	risk	NOUN
easat-6081	12	12	sectors	sector	NOUN
easat-6081	12	13	,	,	PUNCT
easat-6081	12	14	develop	develop	VERB
easat-6081	12	15	proactive	proactive	ADJ
easat-6081	12	16	ai	ai	NOUN
easat-6081	12	17	compliance	compliance	NOUN
easat-6081	12	18	strategies	strategy	NOUN
easat-6081	12	19	,	,	PUNCT
easat-6081	12	20	and	and	CCONJ
easat-6081	12	21	examine	examine	VERB
easat-6081	12	22	cross	cross	ADJ
easat-6081	12	23	-	-	ADJ
easat-6081	12	24	national	national	ADJ
easat-6081	12	25	ai	ai	VERB
easat-6081	12	26	regulatory	regulatory	ADJ
easat-6081	12	27	frameworks	framework	NOUN
easat-6081	12	28	to	to	PART
easat-6081	12	29	enhance	enhance	VERB
easat-6081	12	30	responsible	responsible	ADJ
easat-6081	12	31	ai	ai	NOUN
easat-6081	12	32	adoption	adoption	NOUN
easat-6081	12	33	globally	globally	ADV
easat-6081	12	34	.	.	PUNCT
easat-6081	13	1	keywords	keyword	NOUN
easat-6081	13	2	:	:	PUNCT
easat-6081	13	3	artificial	artificial	ADJ
easat-6081	13	4	intelligence	intelligence	NOUN
easat-6081	13	5	,	,	PUNCT
easat-6081	13	6	ai	ai	AUX
easat-6081	13	7	-	-	PUNCT
easat-6081	13	8	driven	drive	VERB
easat-6081	13	9	decision	decision	NOUN
easat-6081	13	10	-	-	PUNCT
easat-6081	13	11	making	making	NOUN
easat-6081	13	12	,	,	PUNCT
easat-6081	13	13	ethical	ethical	ADJ
easat-6081	13	14	ai	ai	NOUN
easat-6081	13	15	,	,	PUNCT
easat-6081	13	16	human	human	ADJ
easat-6081	13	17	oversight	oversight	NOUN
easat-6081	13	18	,	,	PUNCT
easat-6081	13	19	organizational	organizational	ADJ
easat-6081	13	20	strategy	strategy	NOUN
easat-6081	13	21	,	,	PUNCT
easat-6081	13	22	regulatory	regulatory	ADJ
easat-6081	13	23	compliance	compliance	NOUN
easat-6081	13	24	.	.	PUNCT
easat-6081	14	1	1	1	X
easat-6081	14	2	.	.	X
easat-6081	14	3	introduction	introduction	NOUN
easat-6081	14	4	artificial	artificial	ADJ
easat-6081	14	5	intelligence	intelligence	NOUN
easat-6081	14	6	(	(	PUNCT
easat-6081	14	7	ai	ai	NOUN
easat-6081	14	8	)	)	PUNCT
easat-6081	14	9	has	have	AUX
easat-6081	14	10	become	become	VERB
easat-6081	14	11	a	a	DET
easat-6081	14	12	transformative	transformative	ADJ
easat-6081	14	13	force	force	NOUN
easat-6081	14	14	in	in	ADP
easat-6081	14	15	modern	modern	ADJ
easat-6081	14	16	organizational	organizational	ADJ
easat-6081	14	17	decisionmaking	decisionmaking	NOUN
easat-6081	14	18	.	.	PUNCT
easat-6081	15	1	by	by	ADP
easat-6081	15	2	enhancing	enhance	VERB
easat-6081	15	3	predictive	predictive	ADJ
easat-6081	15	4	capabilities	capability	NOUN
easat-6081	15	5	,	,	PUNCT
easat-6081	15	6	processing	process	VERB
easat-6081	15	7	vast	vast	ADJ
easat-6081	15	8	amounts	amount	NOUN
easat-6081	15	9	of	of	ADP
easat-6081	15	10	data	datum	NOUN
easat-6081	15	11	in	in	ADP
easat-6081	15	12	real	real	ADJ
easat-6081	15	13	time	time	NOUN
easat-6081	15	14	,	,	PUNCT
easat-6081	15	15	and	and	CCONJ
easat-6081	15	16	minimizing	minimize	VERB
easat-6081	15	17	human	human	ADJ
easat-6081	15	18	cognitive	cognitive	ADJ
easat-6081	15	19	biases	bias	NOUN
easat-6081	15	20	,	,	PUNCT
easat-6081	15	21	ai	ai	VERB
easat-6081	15	22	provides	provide	VERB
easat-6081	15	23	organizations	organization	NOUN
easat-6081	15	24	with	with	ADP
easat-6081	15	25	strategic	strategic	ADJ
easat-6081	15	26	advantages	advantage	NOUN
easat-6081	15	27	[	[	X
easat-6081	15	28	1	1	NUM
easat-6081	15	29	,	,	PUNCT
easat-6081	15	30	2	2	NUM
easat-6081	15	31	]	]	PUNCT
easat-6081	15	32	.	.	PUNCT
easat-6081	16	1	in	in	ADP
easat-6081	16	2	particular	particular	ADJ
easat-6081	16	3	,	,	PUNCT
easat-6081	16	4	ai	ai	AUX
easat-6081	16	5	supports	support	VERB
easat-6081	16	6	more	more	ADV
easat-6081	16	7	accurate	accurate	ADJ
easat-6081	16	8	forecasting	forecasting	NOUN
easat-6081	16	9	,	,	PUNCT
easat-6081	16	10	faster	fast	ADV
easat-6081	16	11	operational	operational	ADJ
easat-6081	16	12	decisions	decision	NOUN
easat-6081	16	13	,	,	PUNCT
easat-6081	16	14	and	and	CCONJ
easat-6081	16	15	automation	automation	NOUN
easat-6081	16	16	of	of	ADP
easat-6081	16	17	complex	complex	ADJ
easat-6081	16	18	analytical	analytical	ADJ
easat-6081	16	19	tasks	task	NOUN
easat-6081	16	20	.	.	PUNCT
easat-6081	17	1	however	however	ADV
easat-6081	17	2	,	,	PUNCT
easat-6081	17	3	with	with	SCONJ
easat-6081	17	4	these	these	DET
easat-6081	17	5	opportunities	opportunity	NOUN
easat-6081	17	6	come	come	VERB
easat-6081	17	7	challenges	challenge	NOUN
easat-6081	17	8	—	—	PUNCT
easat-6081	17	9	especially	especially	ADV
easat-6081	17	10	regarding	regard	VERB
easat-6081	17	11	ethical	ethical	ADJ
easat-6081	17	12	concerns	concern	NOUN
easat-6081	17	13	,	,	PUNCT
easat-6081	17	14	data	data	NOUN
easat-6081	17	15	privacy	privacy	NOUN
easat-6081	17	16	,	,	PUNCT
easat-6081	17	17	algorithmic	algorithmic	ADJ
easat-6081	17	18	transparency	transparency	NOUN
easat-6081	17	19	,	,	PUNCT
easat-6081	17	20	and	and	CCONJ
easat-6081	17	21	the	the	DET
easat-6081	17	22	need	need	NOUN
easat-6081	17	23	for	for	ADP
easat-6081	17	24	human	human	ADJ
easat-6081	17	25	oversight	oversight	NOUN
easat-6081	17	26	[	[	X
easat-6081	17	27	3	3	NUM
easat-6081	17	28	,	,	PUNCT
easat-6081	17	29	4	4	NUM
easat-6081	17	30	]	]	PUNCT
easat-6081	17	31	.	.	PUNCT
easat-6081	18	1	ai	ai	VERB
easat-6081	18	2	has	have	AUX
easat-6081	18	3	fundamentally	fundamentally	ADV
easat-6081	18	4	changed	change	VERB
easat-6081	18	5	the	the	DET
easat-6081	18	6	landscape	landscape	NOUN
easat-6081	18	7	of	of	ADP
easat-6081	18	8	organizational	organizational	ADJ
easat-6081	18	9	decision	decision	NOUN
easat-6081	18	10	-	-	PUNCT
easat-6081	18	11	making	making	NOUN
easat-6081	18	12	by	by	ADP
easat-6081	18	13	enhancing	enhance	VERB
easat-6081	18	14	efficiency	efficiency	NOUN
easat-6081	18	15	,	,	PUNCT
easat-6081	18	16	predictive	predictive	ADJ
easat-6081	18	17	capabilities	capability	NOUN
easat-6081	18	18	,	,	PUNCT
easat-6081	18	19	and	and	CCONJ
easat-6081	18	20	data	datum	NOUN
easat-6081	18	21	-	-	PUNCT
easat-6081	18	22	driven	drive	VERB
easat-6081	18	23	insights	insight	NOUN
easat-6081	18	24	.	.	PUNCT
easat-6081	19	1	however	however	ADV
easat-6081	19	2	,	,	PUNCT
easat-6081	19	3	challenges	challenge	NOUN
easat-6081	19	4	such	such	ADJ
easat-6081	19	5	as	as	ADP
easat-6081	19	6	bias	bias	NOUN
easat-6081	19	7	,	,	PUNCT
easat-6081	19	8	ethical	ethical	ADJ
easat-6081	19	9	concerns	concern	NOUN
easat-6081	19	10	,	,	PUNCT
easat-6081	19	11	and	and	CCONJ
easat-6081	19	12	the	the	DET
easat-6081	19	13	need	need	NOUN
easat-6081	19	14	for	for	ADP
easat-6081	19	15	human	human	ADJ
easat-6081	19	16	oversight	oversight	NOUN
easat-6081	19	17	must	must	AUX
easat-6081	19	18	be	be	AUX
easat-6081	19	19	addressed	address	VERB
easat-6081	19	20	to	to	PART
easat-6081	19	21	maximize	maximize	VERB
easat-6081	19	22	ai	ai	VERB
easat-6081	19	23	’s	’s	PART
easat-6081	19	24	potential	potential	NOUN
easat-6081	19	25	.	.	PUNCT
easat-6081	20	1	as	as	SCONJ
easat-6081	20	2	ai	ai	VERB
easat-6081	20	3	technology	technology	NOUN
easat-6081	20	4	advances	advance	NOUN
easat-6081	20	5	,	,	PUNCT
easat-6081	20	6	organizations	organization	NOUN
easat-6081	20	7	must	must	AUX
easat-6081	20	8	adopt	adopt	VERB
easat-6081	20	9	responsible	responsible	ADJ
easat-6081	20	10	ai	ai	NOUN
easat-6081	20	11	governance	governance	NOUN
easat-6081	20	12	frameworks	framework	NOUN
easat-6081	20	13	to	to	PART
easat-6081	20	14	ensure	ensure	VERB
easat-6081	20	15	that	that	SCONJ
easat-6081	20	16	ai	ai	ADJ
easat-6081	20	17	-	-	PUNCT
easat-6081	20	18	driven	drive	VERB
easat-6081	20	19	decision	decision	NOUN
easat-6081	20	20	-	-	PUNCT
easat-6081	20	21	making	making	NOUN
easat-6081	20	22	aligns	align	VERB
easat-6081	20	23	with	with	ADP
easat-6081	20	24	ethical	ethical	ADJ
easat-6081	20	25	standards	standard	NOUN
easat-6081	20	26	and	and	CCONJ
easat-6081	20	27	organizational	organizational	ADJ
easat-6081	20	28	goals	goal	NOUN
easat-6081	20	29	.	.	PUNCT
easat-6081	21	1	future	future	ADJ
easat-6081	21	2	research	research	NOUN
easat-6081	21	3	should	should	AUX
easat-6081	21	4	explore	explore	VERB
easat-6081	21	5	how	how	SCONJ
easat-6081	21	6	ai	ai	AUX
easat-6081	21	7	can	can	AUX
easat-6081	21	8	further	far	ADV
easat-6081	21	9	optimize	optimize	VERB
easat-6081	21	10	decision	decision	NOUN
easat-6081	21	11	-	-	PUNCT
easat-6081	21	12	making	making	NOUN
easat-6081	21	13	while	while	SCONJ
easat-6081	21	14	mitigating	mitigate	VERB
easat-6081	21	15	its	its	PRON
easat-6081	21	16	risks	risk	NOUN
easat-6081	21	17	.	.	PUNCT
easat-6081	22	1	the	the	DET
easat-6081	22	2	based	base	VERB
easat-6081	22	3	on	on	ADP
easat-6081	22	4	the	the	DET
easat-6081	22	5	background	background	NOUN
easat-6081	22	6	of	of	ADP
easat-6081	22	7	the	the	DET
easat-6081	22	8	study	study	NOUN
easat-6081	22	9	is	be	AUX
easat-6081	22	10	that	that	PRON
easat-6081	22	11	1	1	NUM
easat-6081	22	12	)	)	PUNCT
easat-6081	22	13	to	to	PART
easat-6081	22	14	analyze	analyze	VERB
easat-6081	22	15	the	the	DET
easat-6081	22	16	historical	historical	ADJ
easat-6081	22	17	evolution	evolution	NOUN
easat-6081	22	18	of	of	ADP
easat-6081	22	19	decisionmaking	decisionmake	VERB
easat-6081	22	20	processes	process	NOUN
easat-6081	22	21	in	in	ADP
easat-6081	22	22	organizations	organization	NOUN
easat-6081	22	23	and	and	CCONJ
easat-6081	22	24	the	the	DET
easat-6081	22	25	role	role	NOUN
easat-6081	22	26	of	of	ADP
easat-6081	22	27	ai	ai	VERB
easat-6081	22	28	in	in	ADP
easat-6081	22	29	transforming	transform	VERB
easat-6081	22	30	these	these	DET
easat-6081	22	31	processes	process	NOUN
easat-6081	22	32	.	.	PUNCT
easat-6081	23	1	2	2	NUM
easat-6081	23	2	)	)	PUNCT
easat-6081	23	3	to	to	PART
easat-6081	23	4	examine	examine	VERB
easat-6081	23	5	how	how	SCONJ
easat-6081	23	6	ai	ai	AUX
easat-6081	23	7	-	-	PUNCT
easat-6081	23	8	driven	drive	VERB
easat-6081	23	9	decision	decision	NOUN
easat-6081	23	10	-	-	PUNCT
easat-6081	23	11	making	making	NOUN
easat-6081	23	12	improves	improve	VERB
easat-6081	23	13	efficiency	efficiency	NOUN
easat-6081	23	14	,	,	PUNCT
easat-6081	23	15	accuracy	accuracy	NOUN
easat-6081	23	16	,	,	PUNCT
easat-6081	23	17	and	and	CCONJ
easat-6081	23	18	predictive	predictive	ADJ
easat-6081	23	19	capabilities	capability	NOUN
easat-6081	23	20	in	in	ADP
easat-6081	23	21	795	795	NUM
easat-6081	23	22	edelweiss	edelweiss	PROPN
easat-6081	23	23	applied	apply	VERB
easat-6081	23	24	science	science	NOUN
easat-6081	23	25	and	and	CCONJ
easat-6081	23	26	technology	technology	NOUN
easat-6081	23	27	issn	issn	PROPN
easat-6081	23	28	:	:	PUNCT
easat-6081	23	29	2576	2576	NUM
easat-6081	23	30	-	-	SYM
easat-6081	23	31	8484	8484	NUM
easat-6081	23	32	vol	vol	NOUN
easat-6081	23	33	.	.	PROPN
easat-6081	24	1	9	9	NUM
easat-6081	24	2	,	,	PUNCT
easat-6081	24	3	no	no	INTJ
easat-6081	24	4	.	.	NOUN
easat-6081	25	1	4	4	NUM
easat-6081	25	2	:	:	PUNCT
easat-6081	25	3	794	794	NUM
easat-6081	25	4	-	-	SYM
easat-6081	25	5	808	808	NUM
easat-6081	25	6	,	,	PUNCT
easat-6081	25	7	2025	2025	NUM
easat-6081	25	8	doi	doi	NOUN
easat-6081	25	9	:	:	PUNCT
easat-6081	25	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	25	11	©	©	PROPN
easat-6081	25	12	2025	2025	NUM
easat-6081	25	13	by	by	ADP
easat-6081	25	14	the	the	DET
easat-6081	25	15	authors	author	NOUN
easat-6081	25	16	;	;	PUNCT
easat-6081	25	17	licensee	licensee	PROPN
easat-6081	25	18	learning	learn	VERB
easat-6081	25	19	gate	gate	VERB
easat-6081	25	20	organizational	organizational	ADJ
easat-6081	25	21	decision	decision	NOUN
easat-6081	25	22	-	-	PUNCT
easat-6081	25	23	making	making	NOUN
easat-6081	25	24	.	.	PUNCT
easat-6081	26	1	3	3	X
easat-6081	26	2	)	)	PUNCT
easat-6081	26	3	to	to	PART
easat-6081	26	4	identify	identify	VERB
easat-6081	26	5	and	and	CCONJ
easat-6081	26	6	evaluate	evaluate	VERB
easat-6081	26	7	the	the	DET
easat-6081	26	8	challenges	challenge	NOUN
easat-6081	26	9	,	,	PUNCT
easat-6081	26	10	including	include	VERB
easat-6081	26	11	ethical	ethical	ADJ
easat-6081	26	12	concerns	concern	NOUN
easat-6081	26	13	,	,	PUNCT
easat-6081	26	14	biases	bias	NOUN
easat-6081	26	15	,	,	PUNCT
easat-6081	26	16	and	and	CCONJ
easat-6081	26	17	security	security	NOUN
easat-6081	26	18	risks	risk	NOUN
easat-6081	26	19	,	,	PUNCT
easat-6081	26	20	in	in	ADP
easat-6081	26	21	ai	ai	ADJ
easat-6081	26	22	-	-	PUNCT
easat-6081	26	23	assisted	assist	VERB
easat-6081	26	24	decision	decision	NOUN
easat-6081	26	25	-	-	PUNCT
easat-6081	26	26	making	making	NOUN
easat-6081	26	27	.	.	PUNCT
easat-6081	27	1	the	the	DET
easat-6081	27	2	proposed	propose	VERB
easat-6081	27	3	research	research	NOUN
easat-6081	27	4	framework	framework	NOUN
easat-6081	27	5	provides	provide	VERB
easat-6081	27	6	the	the	DET
easat-6081	27	7	relationship	relationship	NOUN
easat-6081	27	8	between	between	ADP
easat-6081	27	9	ai	ai	VERB
easat-6081	27	10	’s	’s	PART
easat-6081	27	11	influence	influence	NOUN
easat-6081	27	12	on	on	ADP
easat-6081	27	13	organizational	organizational	ADJ
easat-6081	27	14	decision	decision	NOUN
easat-6081	27	15	-	-	PUNCT
easat-6081	27	16	making	making	NOUN
easat-6081	27	17	and	and	CCONJ
easat-6081	27	18	the	the	DET
easat-6081	27	19	effectiveness	effectiveness	NOUN
easat-6081	27	20	of	of	ADP
easat-6081	27	21	ai	ai	ADJ
easat-6081	27	22	-	-	PUNCT
easat-6081	27	23	driven	drive	VERB
easat-6081	27	24	decision	decision	NOUN
easat-6081	27	25	-	-	PUNCT
easat-6081	27	26	making	making	NOUN
easat-6081	27	27	,	,	PUNCT
easat-6081	27	28	while	while	SCONJ
easat-6081	27	29	considering	consider	VERB
easat-6081	27	30	the	the	DET
easat-6081	27	31	moderating	moderate	VERB
easat-6081	27	32	effects	effect	NOUN
easat-6081	27	33	of	of	ADP
easat-6081	27	34	human	human	ADJ
easat-6081	27	35	oversight	oversight	NOUN
easat-6081	27	36	and	and	CCONJ
easat-6081	27	37	regulatory	regulatory	ADJ
easat-6081	27	38	compliance	compliance	NOUN
easat-6081	27	39	.	.	PUNCT
easat-6081	28	1	the	the	DET
easat-6081	28	2	conceptual	conceptual	ADJ
easat-6081	28	3	framework	framework	NOUN
easat-6081	28	4	shows	show	VERB
easat-6081	28	5	as	as	ADP
easat-6081	28	6	figure	figure	NOUN
easat-6081	28	7	1.1	1.1	NUM
easat-6081	28	8	.	.	PUNCT
easat-6081	29	1	figure	figure	NOUN
easat-6081	29	2	1	1	NUM
easat-6081	29	3	.	.	PUNCT
easat-6081	30	1	the	the	DET
easat-6081	30	2	research	research	NOUN
easat-6081	30	3	framework	framework	NOUN
easat-6081	30	4	.	.	PUNCT
easat-6081	31	1	2	2	X
easat-6081	31	2	.	.	X
easat-6081	31	3	research	research	NOUN
easat-6081	31	4	methodology	methodology	NOUN
easat-6081	31	5	due	due	ADP
easat-6081	31	6	to	to	ADP
easat-6081	31	7	the	the	DET
easat-6081	31	8	complex	complex	ADJ
easat-6081	31	9	interplay	interplay	NOUN
easat-6081	31	10	between	between	ADP
easat-6081	31	11	ai	ai	NOUN
easat-6081	31	12	and	and	CCONJ
easat-6081	31	13	decision	decision	NOUN
easat-6081	31	14	-	-	PUNCT
easat-6081	31	15	making	make	VERB
easat-6081	31	16	process	process	NOUN
easat-6081	31	17	,	,	PUNCT
easat-6081	31	18	it	it	PRON
easat-6081	31	19	is	be	AUX
easat-6081	31	20	challenging	challenge	VERB
easat-6081	31	21	to	to	PART
easat-6081	31	22	find	find	VERB
easat-6081	31	23	direct	direct	ADJ
easat-6081	31	24	,	,	PUNCT
easat-6081	31	25	effective	effective	ADJ
easat-6081	31	26	,	,	PUNCT
easat-6081	31	27	and	and	CCONJ
easat-6081	31	28	comprehensive	comprehensive	ADJ
easat-6081	31	29	statistical	statistical	ADJ
easat-6081	31	30	indicators	indicator	NOUN
easat-6081	31	31	that	that	PRON
easat-6081	31	32	serve	serve	VERB
easat-6081	31	33	as	as	ADP
easat-6081	31	34	proxy	proxy	ADJ
easat-6081	31	35	variables	variable	NOUN
easat-6081	31	36	.	.	PUNCT
easat-6081	32	1	2.1	2.1	NUM
easat-6081	32	2	.	.	PUNCT
easat-6081	32	3	research	research	NOUN
easat-6081	32	4	design	design	NOUN
easat-6081	32	5	this	this	DET
easat-6081	32	6	study	study	NOUN
easat-6081	32	7	adopts	adopt	VERB
easat-6081	32	8	a	a	DET
easat-6081	32	9	mixed	mix	VERB
easat-6081	32	10	-	-	PUNCT
easat-6081	32	11	method	method	NOUN
easat-6081	32	12	research	research	NOUN
easat-6081	32	13	design	design	NOUN
easat-6081	32	14	,	,	PUNCT
easat-6081	32	15	combining	combine	VERB
easat-6081	32	16	quantitative	quantitative	ADJ
easat-6081	32	17	surveys	survey	NOUN
easat-6081	32	18	and	and	CCONJ
easat-6081	32	19	qualitative	qualitative	ADJ
easat-6081	32	20	interviews	interview	NOUN
easat-6081	32	21	to	to	PART
easat-6081	32	22	capture	capture	VERB
easat-6081	32	23	both	both	DET
easat-6081	32	24	statistical	statistical	ADJ
easat-6081	32	25	trends	trend	NOUN
easat-6081	32	26	and	and	CCONJ
easat-6081	32	27	in	in	ADP
easat-6081	32	28	-	-	PUNCT
easat-6081	32	29	depth	depth	NOUN
easat-6081	32	30	insights	insight	NOUN
easat-6081	32	31	from	from	ADP
easat-6081	32	32	ai	ai	VERB
easat-6081	32	33	users	user	NOUN
easat-6081	32	34	and	and	CCONJ
easat-6081	32	35	decision	decision	NOUN
easat-6081	32	36	-	-	PUNCT
easat-6081	32	37	makers	maker	NOUN
easat-6081	32	38	.	.	PUNCT
easat-6081	33	1	the	the	DET
easat-6081	33	2	quantitative	quantitative	ADJ
easat-6081	33	3	approach	approach	NOUN
easat-6081	33	4	is	be	AUX
easat-6081	33	5	used	use	VERB
easat-6081	33	6	to	to	PART
easat-6081	33	7	measure	measure	VERB
easat-6081	33	8	the	the	DET
easat-6081	33	9	relationships	relationship	NOUN
easat-6081	33	10	among	among	ADP
easat-6081	33	11	key	key	ADJ
easat-6081	33	12	variables	variable	NOUN
easat-6081	33	13	,	,	PUNCT
easat-6081	33	14	including	include	VERB
easat-6081	33	15	ai	ai	PROPN
easat-6081	33	16	integration	integration	NOUN
easat-6081	33	17	,	,	PUNCT
easat-6081	33	18	data	data	NOUN
easat-6081	33	19	-	-	PUNCT
easat-6081	33	20	driven	drive	VERB
easat-6081	33	21	decision	decision	NOUN
easat-6081	33	22	-	-	PUNCT
easat-6081	33	23	making	make	VERB
easat-6081	33	24	capabilities	capability	NOUN
easat-6081	33	25	,	,	PUNCT
easat-6081	33	26	ethical	ethical	ADJ
easat-6081	33	27	and	and	CCONJ
easat-6081	33	28	security	security	NOUN
easat-6081	33	29	challenges	challenge	NOUN
easat-6081	33	30	,	,	PUNCT
easat-6081	33	31	human	human	ADJ
easat-6081	33	32	oversight	oversight	NOUN
easat-6081	33	33	,	,	PUNCT
easat-6081	33	34	regulatory	regulatory	ADJ
easat-6081	33	35	compliance	compliance	NOUN
easat-6081	33	36	,	,	PUNCT
easat-6081	33	37	and	and	CCONJ
easat-6081	33	38	decision	decision	NOUN
easat-6081	33	39	-	-	PUNCT
easat-6081	33	40	making	make	VERB
easat-6081	33	41	effectiveness	effectiveness	NOUN
easat-6081	33	42	.	.	PUNCT
easat-6081	34	1	meanwhile	meanwhile	ADV
easat-6081	34	2	,	,	PUNCT
easat-6081	34	3	the	the	DET
easat-6081	34	4	qualitative	qualitative	ADJ
easat-6081	34	5	approach	approach	NOUN
easat-6081	34	6	involves	involve	VERB
easat-6081	34	7	semi	semi	ADJ
easat-6081	34	8	-	-	ADJ
easat-6081	34	9	structured	structured	ADJ
easat-6081	34	10	interviews	interview	NOUN
easat-6081	34	11	with	with	ADP
easat-6081	34	12	industry	industry	NOUN
easat-6081	34	13	professionals	professional	NOUN
easat-6081	34	14	to	to	PART
easat-6081	34	15	provide	provide	VERB
easat-6081	34	16	contextual	contextual	ADJ
easat-6081	34	17	depth	depth	NOUN
easat-6081	34	18	and	and	CCONJ
easat-6081	34	19	a	a	DET
easat-6081	34	20	deeper	deep	ADJ
easat-6081	34	21	understanding	understanding	NOUN
easat-6081	34	22	of	of	ADP
easat-6081	34	23	ai	ai	ADJ
easat-6081	34	24	adoption	adoption	NOUN
easat-6081	34	25	challenges	challenge	NOUN
easat-6081	34	26	.	.	PUNCT
easat-6081	35	1	the	the	DET
easat-6081	35	2	integration	integration	NOUN
easat-6081	35	3	of	of	ADP
easat-6081	35	4	quantitative	quantitative	ADJ
easat-6081	35	5	and	and	CCONJ
easat-6081	35	6	qualitative	qualitative	ADJ
easat-6081	35	7	methods	method	NOUN
easat-6081	35	8	allows	allow	VERB
easat-6081	35	9	for	for	ADP
easat-6081	35	10	a	a	DET
easat-6081	35	11	more	more	ADV
easat-6081	35	12	nuanced	nuanced	ADJ
easat-6081	35	13	understanding	understanding	NOUN
easat-6081	35	14	of	of	ADP
easat-6081	35	15	ai	ai	ADJ
easat-6081	35	16	-	-	PUNCT
easat-6081	35	17	driven	drive	VERB
easat-6081	35	18	decision	decision	NOUN
easat-6081	35	19	-	-	PUNCT
easat-6081	35	20	making	making	NOUN
easat-6081	35	21	.	.	PUNCT
easat-6081	36	1	in	in	ADP
easat-6081	36	2	summary	summary	NOUN
easat-6081	36	3	,	,	PUNCT
easat-6081	36	4	the	the	DET
easat-6081	36	5	mixed	mix	VERB
easat-6081	36	6	-	-	PUNCT
easat-6081	36	7	methods	method	NOUN
easat-6081	36	8	approach	approach	NOUN
easat-6081	36	9	strengthens	strengthen	VERB
easat-6081	36	10	research	research	NOUN
easat-6081	36	11	reliability	reliability	NOUN
easat-6081	36	12	,	,	PUNCT
easat-6081	36	13	ensures	ensure	VERB
easat-6081	36	14	balanced	balanced	ADJ
easat-6081	36	15	data	datum	NOUN
easat-6081	36	16	interpretation	interpretation	NOUN
easat-6081	36	17	,	,	PUNCT
easat-6081	36	18	and	and	CCONJ
easat-6081	36	19	enhances	enhance	VERB
easat-6081	36	20	the	the	DET
easat-6081	36	21	practical	practical	ADJ
easat-6081	36	22	applicability	applicability	NOUN
easat-6081	36	23	of	of	ADP
easat-6081	36	24	ai	ai	ADJ
easat-6081	36	25	-	-	PUNCT
easat-6081	36	26	driven	drive	VERB
easat-6081	36	27	decision	decision	NOUN
easat-6081	36	28	-	-	PUNCT
easat-6081	36	29	making	make	VERB
easat-6081	36	30	findings	finding	NOUN
easat-6081	36	31	.	.	PUNCT
easat-6081	37	1	this	this	DET
easat-6081	37	2	combination	combination	NOUN
easat-6081	37	3	of	of	ADP
easat-6081	37	4	quantitative	quantitative	ADJ
easat-6081	37	5	rigor	rigor	NOUN
easat-6081	37	6	and	and	CCONJ
easat-6081	37	7	qualitative	qualitative	ADJ
easat-6081	37	8	depth	depth	NOUN
easat-6081	37	9	makes	make	VERB
easat-6081	37	10	the	the	DET
easat-6081	37	11	study	study	NOUN
easat-6081	37	12	more	more	ADV
easat-6081	37	13	robust	robust	ADJ
easat-6081	37	14	,	,	PUNCT
easat-6081	37	15	actionable	actionable	ADJ
easat-6081	37	16	,	,	PUNCT
easat-6081	37	17	and	and	CCONJ
easat-6081	37	18	relevant	relevant	ADJ
easat-6081	37	19	to	to	ADP
easat-6081	37	20	both	both	DET
easat-6081	37	21	researchers	researcher	NOUN
easat-6081	37	22	and	and	CCONJ
easat-6081	37	23	industry	industry	NOUN
easat-6081	37	24	practitioners	practitioner	NOUN
easat-6081	37	25	.	.	PUNCT
easat-6081	38	1	2.2	2.2	NUM
easat-6081	38	2	.	.	PUNCT
easat-6081	39	1	population	population	NOUN
easat-6081	39	2	and	and	CCONJ
easat-6081	39	3	samples	sample	NOUN
easat-6081	39	4	size	size	VERB
easat-6081	39	5	the	the	DET
easat-6081	39	6	target	target	NOUN
easat-6081	39	7	population	population	NOUN
easat-6081	39	8	for	for	ADP
easat-6081	39	9	this	this	DET
easat-6081	39	10	study	study	NOUN
easat-6081	39	11	consists	consist	VERB
easat-6081	39	12	of	of	ADP
easat-6081	39	13	business	business	NOUN
easat-6081	39	14	professionals	professional	NOUN
easat-6081	39	15	,	,	PUNCT
easat-6081	39	16	ai	ai	VERB
easat-6081	39	17	practitioners	practitioner	NOUN
easat-6081	39	18	,	,	PUNCT
easat-6081	39	19	and	and	CCONJ
easat-6081	39	20	decision	decision	NOUN
easat-6081	39	21	-	-	PUNCT
easat-6081	39	22	makers	maker	NOUN
easat-6081	39	23	operating	operate	VERB
easat-6081	39	24	in	in	ADP
easat-6081	39	25	industries	industry	NOUN
easat-6081	39	26	that	that	PRON
easat-6081	39	27	have	have	AUX
easat-6081	39	28	actively	actively	ADV
easat-6081	39	29	integrated	integrate	VERB
easat-6081	39	30	artificial	artificial	ADJ
easat-6081	39	31	intelligence	intelligence	NOUN
easat-6081	39	32	(	(	PUNCT
easat-6081	39	33	ai	ai	PROPN
easat-6081	39	34	)	)	PUNCT
easat-6081	39	35	796	796	NUM
easat-6081	39	36	edelweiss	edelweiss	PROPN
easat-6081	39	37	applied	apply	VERB
easat-6081	39	38	science	science	NOUN
easat-6081	39	39	and	and	CCONJ
easat-6081	39	40	technology	technology	NOUN
easat-6081	39	41	issn	issn	PROPN
easat-6081	39	42	:	:	PUNCT
easat-6081	39	43	2576	2576	NUM
easat-6081	39	44	-	-	SYM
easat-6081	39	45	8484	8484	NUM
easat-6081	39	46	vol	vol	NOUN
easat-6081	39	47	.	.	PROPN
easat-6081	40	1	9	9	NUM
easat-6081	40	2	,	,	PUNCT
easat-6081	40	3	no	no	INTJ
easat-6081	40	4	.	.	NOUN
easat-6081	41	1	4	4	NUM
easat-6081	41	2	:	:	PUNCT
easat-6081	41	3	794	794	NUM
easat-6081	41	4	-	-	SYM
easat-6081	41	5	808	808	NUM
easat-6081	41	6	,	,	PUNCT
easat-6081	41	7	2025	2025	NUM
easat-6081	41	8	doi	doi	NOUN
easat-6081	41	9	:	:	PUNCT
easat-6081	41	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	41	11	©	©	PROPN
easat-6081	41	12	2025	2025	NUM
easat-6081	41	13	by	by	ADP
easat-6081	41	14	the	the	DET
easat-6081	41	15	authors	author	NOUN
easat-6081	41	16	;	;	PUNCT
easat-6081	41	17	licensee	licensee	PROPN
easat-6081	41	18	learning	learn	VERB
easat-6081	41	19	gate	gate	NOUN
easat-6081	41	20	technologies	technology	NOUN
easat-6081	41	21	into	into	ADP
easat-6081	41	22	their	their	PRON
easat-6081	41	23	business	business	NOUN
easat-6081	41	24	intelligence	intelligence	NOUN
easat-6081	41	25	,	,	PUNCT
easat-6081	41	26	decision	decision	NOUN
easat-6081	41	27	-	-	PUNCT
easat-6081	41	28	support	support	NOUN
easat-6081	41	29	systems	system	NOUN
easat-6081	41	30	,	,	PUNCT
easat-6081	41	31	operational	operational	ADJ
easat-6081	41	32	automation	automation	NOUN
easat-6081	41	33	,	,	PUNCT
easat-6081	41	34	and	and	CCONJ
easat-6081	41	35	strategic	strategic	ADJ
easat-6081	41	36	planning	planning	NOUN
easat-6081	41	37	.	.	PUNCT
easat-6081	42	1	the	the	DET
easat-6081	42	2	study	study	NOUN
easat-6081	42	3	focuses	focus	VERB
easat-6081	42	4	on	on	ADP
easat-6081	42	5	enterprises	enterprise	NOUN
easat-6081	42	6	in	in	ADP
easat-6081	42	7	the	the	DET
easat-6081	42	8	yangtze	yangtze	PROPN
easat-6081	42	9	river	river	PROPN
easat-6081	42	10	economic	economic	ADJ
easat-6081	42	11	belt	belt	NOUN
easat-6081	42	12	,	,	PUNCT
easat-6081	42	13	a	a	DET
easat-6081	42	14	major	major	ADJ
easat-6081	42	15	economic	economic	ADJ
easat-6081	42	16	hub	hub	NOUN
easat-6081	42	17	that	that	PRON
easat-6081	42	18	includes	include	VERB
easat-6081	42	19	shanghai	shanghai	PROPN
easat-6081	42	20	,	,	PUNCT
easat-6081	42	21	jiangsu	jiangsu	PROPN
easat-6081	42	22	,	,	PUNCT
easat-6081	42	23	zhejiang	zhejiang	PROPN
easat-6081	42	24	,	,	PUNCT
easat-6081	42	25	anhui	anhui	PROPN
easat-6081	42	26	,	,	PUNCT
easat-6081	42	27	jiangxi	jiangxi	PROPN
easat-6081	42	28	,	,	PUNCT
easat-6081	42	29	hubei	hubei	PROPN
easat-6081	42	30	,	,	PUNCT
easat-6081	42	31	hunan	hunan	PROPN
easat-6081	42	32	,	,	PUNCT
easat-6081	42	33	chongqing	chongqing	PROPN
easat-6081	42	34	,	,	PUNCT
easat-6081	42	35	sichuan	sichuan	PROPN
easat-6081	42	36	,	,	PUNCT
easat-6081	42	37	guizhou	guizhou	NOUN
easat-6081	42	38	,	,	PUNCT
easat-6081	42	39	and	and	CCONJ
easat-6081	42	40	yunnan	yunnan	NOUN
easat-6081	42	41	.	.	PUNCT
easat-6081	43	1	to	to	PART
easat-6081	43	2	ensure	ensure	VERB
easat-6081	43	3	a	a	DET
easat-6081	43	4	balanced	balanced	ADJ
easat-6081	43	5	and	and	CCONJ
easat-6081	43	6	representative	representative	ADJ
easat-6081	43	7	sample	sample	NOUN
easat-6081	43	8	,	,	PUNCT
easat-6081	43	9	the	the	DET
easat-6081	43	10	study	study	NOUN
easat-6081	43	11	selects	select	VERB
easat-6081	43	12	ten	ten	NUM
easat-6081	43	13	leading	lead	VERB
easat-6081	43	14	enterprises	enterprise	NOUN
easat-6081	43	15	from	from	ADP
easat-6081	43	16	the	the	DET
easat-6081	43	17	yangtze	yangtze	PROPN
easat-6081	43	18	river	river	PROPN
easat-6081	43	19	economic	economic	ADJ
easat-6081	43	20	belt	belt	NOUN
easat-6081	43	21	based	base	VERB
easat-6081	43	22	on	on	ADP
easat-6081	43	23	the	the	DET
easat-6081	43	24	following	follow	VERB
easat-6081	43	25	criteria	criterion	NOUN
easat-6081	43	26	:	:	PUNCT
easat-6081	43	27	1	1	X
easat-6081	43	28	)	)	PUNCT
easat-6081	43	29	ai	ai	VERB
easat-6081	43	30	adoption	adoption	NOUN
easat-6081	43	31	level	level	NOUN
easat-6081	43	32	.	.	PUNCT
easat-6081	44	1	each	each	DET
easat-6081	44	2	selected	select	VERB
easat-6081	44	3	enterprise	enterprise	NOUN
easat-6081	44	4	has	have	AUX
easat-6081	44	5	implemented	implement	VERB
easat-6081	44	6	ai	ai	ADJ
easat-6081	44	7	-	-	PUNCT
easat-6081	44	8	driven	drive	VERB
easat-6081	44	9	systems	system	NOUN
easat-6081	44	10	,	,	PUNCT
easat-6081	44	11	such	such	ADJ
easat-6081	44	12	as	as	ADP
easat-6081	44	13	machine	machine	NOUN
easat-6081	44	14	learning	learning	NOUN
easat-6081	44	15	models	model	NOUN
easat-6081	44	16	,	,	PUNCT
easat-6081	44	17	predictive	predictive	ADJ
easat-6081	44	18	analytics	analytic	NOUN
easat-6081	44	19	,	,	PUNCT
easat-6081	44	20	or	or	CCONJ
easat-6081	44	21	ai	ai	NOUN
easat-6081	44	22	-	-	PUNCT
easat-6081	44	23	based	base	VERB
easat-6081	44	24	automation	automation	NOUN
easat-6081	44	25	,	,	PUNCT
easat-6081	44	26	2	2	X
easat-6081	44	27	)	)	PUNCT
easat-6081	44	28	industry	industry	NOUN
easat-6081	44	29	diversity	diversity	NOUN
easat-6081	44	30	.	.	PUNCT
easat-6081	45	1	organizations	organization	NOUN
easat-6081	45	2	from	from	ADP
easat-6081	45	3	multiple	multiple	ADJ
easat-6081	45	4	industries	industry	NOUN
easat-6081	45	5	are	be	AUX
easat-6081	45	6	selected	select	VERB
easat-6081	45	7	to	to	PART
easat-6081	45	8	examine	examine	VERB
easat-6081	45	9	ai	ai	PROPN
easat-6081	45	10	’s	’s	PART
easat-6081	45	11	role	role	NOUN
easat-6081	45	12	across	across	ADP
easat-6081	45	13	different	different	ADJ
easat-6081	45	14	sectors	sector	NOUN
easat-6081	45	15	,	,	PUNCT
easat-6081	45	16	3	3	X
easat-6081	45	17	)	)	PUNCT
easat-6081	45	18	company	company	NOUN
easat-6081	45	19	size	size	NOUN
easat-6081	45	20	variation	variation	NOUN
easat-6081	45	21	.	.	PUNCT
easat-6081	46	1	a	a	DET
easat-6081	46	2	mix	mix	NOUN
easat-6081	46	3	of	of	ADP
easat-6081	46	4	large	large	ADJ
easat-6081	46	5	corporations	corporation	NOUN
easat-6081	46	6	and	and	CCONJ
easat-6081	46	7	mid	mid	ADJ
easat-6081	46	8	-	-	ADJ
easat-6081	46	9	sized	sized	ADJ
easat-6081	46	10	enterprises	enterprise	NOUN
easat-6081	46	11	is	be	AUX
easat-6081	46	12	included	include	VERB
easat-6081	46	13	to	to	PART
easat-6081	46	14	explore	explore	VERB
easat-6081	46	15	ai	ai	VERB
easat-6081	46	16	adoption	adoption	NOUN
easat-6081	46	17	at	at	ADP
easat-6081	46	18	different	different	ADJ
easat-6081	46	19	scales	scale	NOUN
easat-6081	46	20	,	,	PUNCT
easat-6081	46	21	4	4	X
easat-6081	46	22	)	)	PUNCT
easat-6081	46	23	geographical	geographical	ADJ
easat-6081	46	24	distribution	distribution	NOUN
easat-6081	46	25	.	.	PUNCT
easat-6081	47	1	companies	company	NOUN
easat-6081	47	2	from	from	ADP
easat-6081	47	3	multiple	multiple	ADJ
easat-6081	47	4	provinces	province	NOUN
easat-6081	47	5	within	within	ADP
easat-6081	47	6	the	the	DET
easat-6081	47	7	yangtze	yangtze	PROPN
easat-6081	47	8	river	river	PROPN
easat-6081	47	9	economic	economic	ADJ
easat-6081	47	10	belt	belt	NOUN
easat-6081	47	11	are	be	AUX
easat-6081	47	12	chosen	choose	VERB
easat-6081	47	13	to	to	PART
easat-6081	47	14	ensure	ensure	VERB
easat-6081	47	15	regional	regional	ADJ
easat-6081	47	16	representation	representation	NOUN
easat-6081	47	17	,	,	PUNCT
easat-6081	47	18	and	and	CCONJ
easat-6081	47	19	5	5	X
easat-6081	47	20	)	)	PUNCT
easat-6081	47	21	regulatory	regulatory	ADJ
easat-6081	47	22	compliance	compliance	NOUN
easat-6081	47	23	.	.	PUNCT
easat-6081	48	1	enterprises	enterprise	NOUN
easat-6081	48	2	are	be	AUX
easat-6081	48	3	selected	select	VERB
easat-6081	48	4	based	base	VERB
easat-6081	48	5	on	on	ADP
easat-6081	48	6	their	their	PRON
easat-6081	48	7	adherence	adherence	NOUN
easat-6081	48	8	to	to	ADP
easat-6081	48	9	both	both	DET
easat-6081	48	10	chinese	chinese	PROPN
easat-6081	48	11	ai	ai	VERB
easat-6081	48	12	governance	governance	NOUN
easat-6081	48	13	frameworks	framework	NOUN
easat-6081	48	14	and	and	CCONJ
easat-6081	48	15	international	international	ADJ
easat-6081	48	16	ai	ai	PROPN
easat-6081	48	17	ethics	ethic	NOUN
easat-6081	48	18	guidelines	guideline	NOUN
easat-6081	48	19	.	.	PUNCT
easat-6081	49	1	the	the	DET
easat-6081	49	2	sample	sample	NOUN
easat-6081	49	3	size	size	NOUN
easat-6081	49	4	was	be	AUX
easat-6081	49	5	calculated	calculate	VERB
easat-6081	49	6	according	accord	VERB
easat-6081	49	7	to	to	ADP
easat-6081	49	8	yamane	yamane	NOUN
easat-6081	49	9	[	[	X
easat-6081	49	10	5	5	NUM
easat-6081	49	11	]	]	PUNCT
easat-6081	49	12	to	to	PART
easat-6081	49	13	ensure	ensure	VERB
easat-6081	49	14	statistical	statistical	ADJ
easat-6081	49	15	validity	validity	NOUN
easat-6081	49	16	and	and	CCONJ
easat-6081	49	17	meaningful	meaningful	ADJ
easat-6081	49	18	insights	insight	NOUN
easat-6081	49	19	,	,	PUNCT
easat-6081	49	20	the	the	DET
easat-6081	49	21	study	study	NOUN
easat-6081	49	22	adopts	adopt	VERB
easat-6081	49	23	the	the	DET
easat-6081	49	24	following	follow	VERB
easat-6081	49	25	sample	sample	NOUN
easat-6081	49	26	size	size	NOUN
easat-6081	49	27	approach	approach	NOUN
easat-6081	49	28	:	:	PUNCT
easat-6081	49	29	1	1	NUM
easat-6081	49	30	)	)	PUNCT
easat-6081	49	31	258	258	NUM
easat-6081	49	32	respondents	respondent	NOUN
easat-6081	49	33	for	for	ADP
easat-6081	49	34	the	the	DET
easat-6081	49	35	quantitative	quantitative	ADJ
easat-6081	49	36	survey	survey	NOUN
easat-6081	49	37	,	,	PUNCT
easat-6081	49	38	including	include	VERB
easat-6081	49	39	business	business	NOUN
easat-6081	49	40	leaders	leader	NOUN
easat-6081	49	41	,	,	PUNCT
easat-6081	49	42	ai	ai	VERB
easat-6081	49	43	practitioners	practitioner	NOUN
easat-6081	49	44	,	,	PUNCT
easat-6081	49	45	and	and	CCONJ
easat-6081	49	46	decision	decision	NOUN
easat-6081	49	47	-	-	PUNCT
easat-6081	49	48	makers	maker	NOUN
easat-6081	49	49	across	across	ADP
easat-6081	49	50	various	various	ADJ
easat-6081	49	51	industries	industry	NOUN
easat-6081	49	52	.	.	PUNCT
easat-6081	50	1	2	2	X
easat-6081	50	2	)	)	PUNCT
easat-6081	50	3	10	10	NUM
easat-6081	50	4	participants	participant	NOUN
easat-6081	50	5	for	for	ADP
easat-6081	50	6	qualitative	qualitative	ADJ
easat-6081	50	7	interviews	interview	NOUN
easat-6081	50	8	,	,	PUNCT
easat-6081	50	9	selected	select	VERB
easat-6081	50	10	based	base	VERB
easat-6081	50	11	on	on	ADP
easat-6081	50	12	their	their	PRON
easat-6081	50	13	expertise	expertise	NOUN
easat-6081	50	14	in	in	ADP
easat-6081	50	15	ai	ai	PROPN
easat-6081	50	16	adoption	adoption	NOUN
easat-6081	50	17	,	,	PUNCT
easat-6081	50	18	strategic	strategic	ADJ
easat-6081	50	19	decision	decision	NOUN
easat-6081	50	20	-	-	PUNCT
easat-6081	50	21	making	making	NOUN
easat-6081	50	22	,	,	PUNCT
easat-6081	50	23	and	and	CCONJ
easat-6081	50	24	regulatory	regulatory	ADJ
easat-6081	50	25	compliance	compliance	NOUN
easat-6081	50	26	.	.	PUNCT
easat-6081	51	1	the	the	DET
easat-6081	51	2	selected	select	VERB
easat-6081	51	3	sample	sample	NOUN
easat-6081	51	4	size	size	NOUN
easat-6081	51	5	aligns	align	VERB
easat-6081	51	6	with	with	ADP
easat-6081	51	7	business	business	NOUN
easat-6081	51	8	research	research	NOUN
easat-6081	51	9	standards	standard	NOUN
easat-6081	51	10	and	and	CCONJ
easat-6081	51	11	ensures	ensure	VERB
easat-6081	51	12	that	that	SCONJ
easat-6081	51	13	the	the	DET
easat-6081	51	14	study	study	NOUN
easat-6081	51	15	captures	capture	VERB
easat-6081	51	16	both	both	DET
easat-6081	51	17	broad	broad	ADJ
easat-6081	51	18	industry	industry	NOUN
easat-6081	51	19	trends	trend	NOUN
easat-6081	51	20	(	(	PUNCT
easat-6081	51	21	quantitative	quantitative	ADJ
easat-6081	51	22	data	datum	NOUN
easat-6081	51	23	)	)	PUNCT
easat-6081	51	24	and	and	CCONJ
easat-6081	51	25	in	in	ADP
easat-6081	51	26	-	-	PUNCT
easat-6081	51	27	depth	depth	NOUN
easat-6081	51	28	insights	insight	NOUN
easat-6081	51	29	(	(	PUNCT
easat-6081	51	30	qualitative	qualitative	ADJ
easat-6081	51	31	interviews	interview	NOUN
easat-6081	51	32	)	)	PUNCT
easat-6081	51	33	.	.	PUNCT
easat-6081	52	1	this	this	DET
easat-6081	52	2	approach	approach	NOUN
easat-6081	52	3	enhances	enhance	VERB
easat-6081	52	4	the	the	DET
easat-6081	52	5	reliability	reliability	NOUN
easat-6081	52	6	and	and	CCONJ
easat-6081	52	7	applicability	applicability	NOUN
easat-6081	52	8	of	of	ADP
easat-6081	52	9	the	the	DET
easat-6081	52	10	findings	finding	NOUN
easat-6081	52	11	to	to	ADP
easat-6081	52	12	real	real	ADJ
easat-6081	52	13	-	-	PUNCT
easat-6081	52	14	world	world	NOUN
easat-6081	52	15	ai	ai	AUX
easat-6081	52	16	decisionmaking	decisionmake	VERB
easat-6081	52	17	scenarios	scenario	NOUN
easat-6081	52	18	.	.	PUNCT
easat-6081	53	1	2.3	2.3	NUM
easat-6081	53	2	.	.	PUNCT
easat-6081	54	1	research	research	NOUN
easat-6081	54	2	hypothesis	hypothesis	NOUN
easat-6081	54	3	h1	h1	PROPN
easat-6081	54	4	:	:	PUNCT
easat-6081	54	5	the	the	PRON
easat-6081	54	6	higher	high	ADJ
easat-6081	54	7	the	the	DET
easat-6081	54	8	degree	degree	NOUN
easat-6081	54	9	of	of	ADP
easat-6081	54	10	ai	ai	ADJ
easat-6081	54	11	integration	integration	NOUN
easat-6081	54	12	in	in	ADP
easat-6081	54	13	decision	decision	NOUN
easat-6081	54	14	-	-	PUNCT
easat-6081	54	15	making	making	NOUN
easat-6081	54	16	,	,	PUNCT
easat-6081	54	17	the	the	PRON
easat-6081	54	18	greater	great	ADJ
easat-6081	54	19	the	the	DET
easat-6081	54	20	need	need	NOUN
easat-6081	54	21	for	for	ADP
easat-6081	54	22	human	human	ADJ
easat-6081	54	23	oversight	oversight	NOUN
easat-6081	54	24	and	and	CCONJ
easat-6081	54	25	intervention	intervention	NOUN
easat-6081	54	26	.	.	PUNCT
easat-6081	55	1	h2	h2	PROPN
easat-6081	55	2	:	:	PUNCT
easat-6081	55	3	the	the	PRON
easat-6081	55	4	higher	high	ADJ
easat-6081	55	5	the	the	DET
easat-6081	55	6	degree	degree	NOUN
easat-6081	55	7	of	of	ADP
easat-6081	55	8	ai	ai	ADJ
easat-6081	55	9	integration	integration	NOUN
easat-6081	55	10	in	in	ADP
easat-6081	55	11	decision	decision	NOUN
easat-6081	55	12	-	-	PUNCT
easat-6081	55	13	making	making	NOUN
easat-6081	55	14	,	,	PUNCT
easat-6081	55	15	the	the	DET
easat-6081	55	16	stricter	strict	ADJ
easat-6081	55	17	the	the	DET
easat-6081	55	18	regulatory	regulatory	ADJ
easat-6081	55	19	and	and	CCONJ
easat-6081	55	20	ethical	ethical	ADJ
easat-6081	55	21	compliance	compliance	NOUN
easat-6081	55	22	requirements	requirement	NOUN
easat-6081	55	23	.	.	PUNCT
easat-6081	56	1	h3	h3	NOUN
easat-6081	56	2	:	:	PUNCT
easat-6081	56	3	the	the	PRON
easat-6081	56	4	stronger	strong	ADJ
easat-6081	56	5	the	the	DET
easat-6081	56	6	data	data	NOUN
easat-6081	56	7	-	-	PUNCT
easat-6081	56	8	driven	drive	VERB
easat-6081	56	9	decision	decision	NOUN
easat-6081	56	10	-	-	PUNCT
easat-6081	56	11	making	make	VERB
easat-6081	56	12	capability	capability	NOUN
easat-6081	56	13	,	,	PUNCT
easat-6081	56	14	the	the	DET
easat-6081	56	15	shift	shift	NOUN
easat-6081	56	16	in	in	ADP
easat-6081	56	17	human	human	ADJ
easat-6081	56	18	oversight	oversight	NOUN
easat-6081	56	19	and	and	CCONJ
easat-6081	56	20	intervention	intervention	NOUN
easat-6081	56	21	from	from	ADP
easat-6081	56	22	direct	direct	ADJ
easat-6081	56	23	control	control	NOUN
easat-6081	56	24	to	to	ADP
easat-6081	56	25	strategic	strategic	ADJ
easat-6081	56	26	guidance	guidance	NOUN
easat-6081	56	27	.	.	PUNCT
easat-6081	57	1	h4	h4	NOUN
easat-6081	57	2	:	:	PUNCT
easat-6081	57	3	the	the	PRON
easat-6081	57	4	stronger	strong	ADJ
easat-6081	57	5	the	the	DET
easat-6081	57	6	data	data	NOUN
easat-6081	57	7	-	-	PUNCT
easat-6081	57	8	driven	drive	VERB
easat-6081	57	9	decision	decision	NOUN
easat-6081	57	10	-	-	PUNCT
easat-6081	57	11	making	make	VERB
easat-6081	57	12	capability	capability	NOUN
easat-6081	57	13	,	,	PUNCT
easat-6081	57	14	the	the	PRON
easat-6081	57	15	lower	low	ADJ
easat-6081	57	16	the	the	DET
easat-6081	57	17	difficulty	difficulty	NOUN
easat-6081	57	18	of	of	ADP
easat-6081	57	19	implementing	implement	VERB
easat-6081	57	20	regulatory	regulatory	ADJ
easat-6081	57	21	and	and	CCONJ
easat-6081	57	22	ethical	ethical	ADJ
easat-6081	57	23	compliance	compliance	NOUN
easat-6081	57	24	.	.	PUNCT
easat-6081	58	1	h5	h5	PROPN
easat-6081	58	2	:	:	PUNCT
easat-6081	58	3	the	the	DET
easat-6081	58	4	more	more	ADV
easat-6081	58	5	complex	complex	ADJ
easat-6081	58	6	the	the	DET
easat-6081	58	7	ethical	ethical	ADJ
easat-6081	58	8	and	and	CCONJ
easat-6081	58	9	security	security	NOUN
easat-6081	58	10	challenges	challenge	NOUN
easat-6081	58	11	,	,	PUNCT
easat-6081	58	12	the	the	PRON
easat-6081	58	13	higher	high	ADJ
easat-6081	58	14	the	the	DET
easat-6081	58	15	necessity	necessity	NOUN
easat-6081	58	16	for	for	ADP
easat-6081	58	17	human	human	ADJ
easat-6081	58	18	oversight	oversight	NOUN
easat-6081	58	19	and	and	CCONJ
easat-6081	58	20	intervention	intervention	NOUN
easat-6081	58	21	.	.	PUNCT
easat-6081	59	1	h6	h6	PROPN
easat-6081	59	2	:	:	PUNCT
easat-6081	59	3	the	the	PRON
easat-6081	59	4	more	more	ADV
easat-6081	59	5	significant	significant	ADJ
easat-6081	59	6	the	the	DET
easat-6081	59	7	ethical	ethical	ADJ
easat-6081	59	8	and	and	CCONJ
easat-6081	59	9	security	security	NOUN
easat-6081	59	10	challenges	challenge	NOUN
easat-6081	59	11	,	,	PUNCT
easat-6081	59	12	the	the	PRON
easat-6081	59	13	greater	great	ADJ
easat-6081	59	14	the	the	DET
easat-6081	59	15	importance	importance	NOUN
easat-6081	59	16	of	of	ADP
easat-6081	59	17	regulatory	regulatory	ADJ
easat-6081	59	18	and	and	CCONJ
easat-6081	59	19	ethical	ethical	ADJ
easat-6081	59	20	compliance	compliance	NOUN
easat-6081	59	21	.	.	PUNCT
easat-6081	60	1	h7	h7	NOUN
easat-6081	60	2	:	:	PUNCT
easat-6081	60	3	appropriate	appropriate	ADJ
easat-6081	60	4	human	human	ADJ
easat-6081	60	5	oversight	oversight	NOUN
easat-6081	60	6	and	and	CCONJ
easat-6081	60	7	intervention	intervention	NOUN
easat-6081	60	8	are	be	AUX
easat-6081	60	9	positively	positively	ADV
easat-6081	60	10	correlated	correlate	VERB
easat-6081	60	11	with	with	ADP
easat-6081	60	12	the	the	DET
easat-6081	60	13	effectiveness	effectiveness	NOUN
easat-6081	60	14	of	of	ADP
easat-6081	60	15	ai	ai	ADJ
easat-6081	60	16	-	-	PUNCT
easat-6081	60	17	driven	drive	VERB
easat-6081	60	18	decision	decision	NOUN
easat-6081	60	19	-	-	PUNCT
easat-6081	60	20	making	making	NOUN
easat-6081	60	21	.	.	PUNCT
easat-6081	61	1	h8	h8	PROPN
easat-6081	61	2	:	:	PUNCT
easat-6081	61	3	the	the	DET
easat-6081	61	4	quality	quality	NOUN
easat-6081	61	5	(	(	PUNCT
easat-6081	61	6	rather	rather	ADV
easat-6081	61	7	than	than	ADP
easat-6081	61	8	quantity	quantity	NOUN
easat-6081	61	9	)	)	PUNCT
easat-6081	61	10	of	of	ADP
easat-6081	61	11	human	human	ADJ
easat-6081	61	12	oversight	oversight	NOUN
easat-6081	61	13	is	be	AUX
easat-6081	61	14	positively	positively	ADV
easat-6081	61	15	correlated	correlate	VERB
easat-6081	61	16	with	with	ADP
easat-6081	61	17	the	the	DET
easat-6081	61	18	effectiveness	effectiveness	NOUN
easat-6081	61	19	of	of	ADP
easat-6081	61	20	aidriven	aidriven	ADJ
easat-6081	61	21	decision	decision	NOUN
easat-6081	61	22	-	-	PUNCT
easat-6081	61	23	making	making	NOUN
easat-6081	61	24	.	.	PUNCT
easat-6081	62	1	h9	h9	NOUN
easat-6081	62	2	:	:	PUNCT
easat-6081	62	3	a	a	DET
easat-6081	62	4	well	well	ADV
easat-6081	62	5	-	-	PUNCT
easat-6081	62	6	established	establish	VERB
easat-6081	62	7	regulatory	regulatory	ADJ
easat-6081	62	8	and	and	CCONJ
easat-6081	62	9	ethical	ethical	ADJ
easat-6081	62	10	compliance	compliance	NOUN
easat-6081	62	11	framework	framework	NOUN
easat-6081	62	12	is	be	AUX
easat-6081	62	13	positively	positively	ADV
easat-6081	62	14	correlated	correlate	VERB
easat-6081	62	15	with	with	ADP
easat-6081	62	16	the	the	DET
easat-6081	62	17	long	long	ADJ
easat-6081	62	18	-	-	PUNCT
easat-6081	62	19	term	term	NOUN
easat-6081	62	20	effectiveness	effectiveness	NOUN
easat-6081	62	21	of	of	ADP
easat-6081	62	22	ai	ai	ADJ
easat-6081	62	23	-	-	PUNCT
easat-6081	62	24	driven	drive	VERB
easat-6081	62	25	decision	decision	NOUN
easat-6081	62	26	-	-	PUNCT
easat-6081	62	27	making	making	NOUN
easat-6081	62	28	.	.	PUNCT
easat-6081	63	1	h10	h10	NOUN
easat-6081	63	2	:	:	PUNCT
easat-6081	63	3	preventive	preventive	ADJ
easat-6081	63	4	regulatory	regulatory	ADJ
easat-6081	63	5	and	and	CCONJ
easat-6081	63	6	ethical	ethical	ADJ
easat-6081	63	7	compliance	compliance	NOUN
easat-6081	63	8	measures	measure	NOUN
easat-6081	63	9	have	have	VERB
easat-6081	63	10	a	a	DET
easat-6081	63	11	more	more	ADV
easat-6081	63	12	positive	positive	ADJ
easat-6081	63	13	impact	impact	NOUN
easat-6081	63	14	on	on	ADP
easat-6081	63	15	the	the	DET
easat-6081	63	16	effectiveness	effectiveness	NOUN
easat-6081	63	17	of	of	ADP
easat-6081	63	18	ai	ai	ADJ
easat-6081	63	19	-	-	PUNCT
easat-6081	63	20	driven	drive	VERB
easat-6081	63	21	decision	decision	NOUN
easat-6081	63	22	-	-	PUNCT
easat-6081	63	23	making	making	NOUN
easat-6081	63	24	than	than	ADP
easat-6081	63	25	reactive	reactive	ADJ
easat-6081	63	26	measures	measure	NOUN
easat-6081	63	27	.	.	PUNCT
easat-6081	64	1	h11	h11	NOUN
easat-6081	64	2	:	:	PUNCT
easat-6081	64	3	the	the	DET
easat-6081	64	4	degree	degree	NOUN
easat-6081	64	5	of	of	ADP
easat-6081	64	6	ai	ai	ADJ
easat-6081	64	7	integration	integration	NOUN
easat-6081	64	8	in	in	ADP
easat-6081	64	9	decision	decision	NOUN
easat-6081	64	10	-	-	PUNCT
easat-6081	64	11	making	making	NOUN
easat-6081	64	12	is	be	AUX
easat-6081	64	13	positively	positively	ADV
easat-6081	64	14	correlated	correlate	VERB
easat-6081	64	15	with	with	ADP
easat-6081	64	16	the	the	DET
easat-6081	64	17	effectiveness	effectiveness	NOUN
easat-6081	64	18	of	of	ADP
easat-6081	64	19	aidriven	aidriven	ADJ
easat-6081	64	20	decision	decision	NOUN
easat-6081	64	21	-	-	PUNCT
easat-6081	64	22	making	making	NOUN
easat-6081	64	23	,	,	PUNCT
easat-6081	64	24	but	but	CCONJ
easat-6081	64	25	this	this	DET
easat-6081	64	26	relationship	relationship	NOUN
easat-6081	64	27	is	be	AUX
easat-6081	64	28	mediated	mediate	VERB
easat-6081	64	29	by	by	ADP
easat-6081	64	30	the	the	DET
easat-6081	64	31	quality	quality	NOUN
easat-6081	64	32	of	of	ADP
easat-6081	64	33	human	human	ADJ
easat-6081	64	34	oversight	oversight	NOUN
easat-6081	64	35	.	.	PUNCT
easat-6081	65	1	h12	h12	NOUN
easat-6081	65	2	:	:	PUNCT
easat-6081	65	3	data	data	NOUN
easat-6081	65	4	-	-	PUNCT
easat-6081	65	5	driven	drive	VERB
easat-6081	65	6	decision	decision	NOUN
easat-6081	65	7	-	-	PUNCT
easat-6081	65	8	making	make	VERB
easat-6081	65	9	capability	capability	NOUN
easat-6081	65	10	is	be	AUX
easat-6081	65	11	positively	positively	ADV
easat-6081	65	12	correlated	correlate	VERB
easat-6081	65	13	with	with	ADP
easat-6081	65	14	the	the	DET
easat-6081	65	15	effectiveness	effectiveness	NOUN
easat-6081	65	16	of	of	ADP
easat-6081	65	17	ai	ai	ADJ
easat-6081	65	18	-	-	PUNCT
easat-6081	65	19	driven	drive	VERB
easat-6081	65	20	decision	decision	NOUN
easat-6081	65	21	-	-	PUNCT
easat-6081	65	22	making	making	NOUN
easat-6081	65	23	,	,	PUNCT
easat-6081	65	24	with	with	ADP
easat-6081	65	25	this	this	DET
easat-6081	65	26	relationship	relationship	NOUN
easat-6081	65	27	partially	partially	ADV
easat-6081	65	28	mediated	mediate	VERB
easat-6081	65	29	by	by	ADP
easat-6081	65	30	the	the	DET
easat-6081	65	31	level	level	NOUN
easat-6081	65	32	of	of	ADP
easat-6081	65	33	regulatory	regulatory	ADJ
easat-6081	65	34	and	and	CCONJ
easat-6081	65	35	ethical	ethical	ADJ
easat-6081	65	36	compliance	compliance	NOUN
easat-6081	65	37	.	.	PUNCT
easat-6081	66	1	797	797	NUM
easat-6081	66	2	edelweiss	edelweiss	PROPN
easat-6081	66	3	applied	apply	VERB
easat-6081	66	4	science	science	NOUN
easat-6081	66	5	and	and	CCONJ
easat-6081	66	6	technology	technology	NOUN
easat-6081	66	7	issn	issn	PROPN
easat-6081	66	8	:	:	PUNCT
easat-6081	66	9	2576	2576	NUM
easat-6081	66	10	-	-	SYM
easat-6081	66	11	8484	8484	NUM
easat-6081	66	12	vol	vol	NOUN
easat-6081	66	13	.	.	PROPN
easat-6081	67	1	9	9	NUM
easat-6081	67	2	,	,	PUNCT
easat-6081	67	3	no	no	INTJ
easat-6081	67	4	.	.	NOUN
easat-6081	68	1	4	4	NUM
easat-6081	68	2	:	:	PUNCT
easat-6081	68	3	794	794	NUM
easat-6081	68	4	-	-	SYM
easat-6081	68	5	808	808	NUM
easat-6081	68	6	,	,	PUNCT
easat-6081	68	7	2025	2025	NUM
easat-6081	68	8	doi	doi	NOUN
easat-6081	68	9	:	:	PUNCT
easat-6081	68	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	68	11	©	©	PROPN
easat-6081	68	12	2025	2025	NUM
easat-6081	68	13	by	by	ADP
easat-6081	68	14	the	the	DET
easat-6081	68	15	authors	author	NOUN
easat-6081	68	16	;	;	PUNCT
easat-6081	68	17	licensee	licensee	PROPN
easat-6081	68	18	learning	learning	PROPN
easat-6081	68	19	gate	gate	PROPN
easat-6081	68	20	h13	h13	NOUN
easat-6081	68	21	:	:	PUNCT
easat-6081	68	22	the	the	DET
easat-6081	68	23	ability	ability	NOUN
easat-6081	68	24	to	to	PART
easat-6081	68	25	manage	manage	VERB
easat-6081	68	26	ethical	ethical	ADJ
easat-6081	68	27	and	and	CCONJ
easat-6081	68	28	security	security	NOUN
easat-6081	68	29	challenges	challenge	NOUN
easat-6081	68	30	is	be	AUX
easat-6081	68	31	positively	positively	ADV
easat-6081	68	32	correlated	correlate	VERB
easat-6081	68	33	with	with	ADP
easat-6081	68	34	the	the	DET
easat-6081	68	35	effectiveness	effectiveness	NOUN
easat-6081	68	36	of	of	ADP
easat-6081	68	37	aidriven	aidriven	ADJ
easat-6081	68	38	decision	decision	NOUN
easat-6081	68	39	-	-	PUNCT
easat-6081	68	40	making	making	NOUN
easat-6081	68	41	.	.	PUNCT
easat-6081	69	1	3	3	X
easat-6081	69	2	.	.	X
easat-6081	69	3	results	result	NOUN
easat-6081	69	4	of	of	ADP
easat-6081	69	5	analysis	analysis	NOUN
easat-6081	69	6	the	the	DET
easat-6081	69	7	data	datum	NOUN
easat-6081	69	8	analysis	analysis	NOUN
easat-6081	69	9	process	process	NOUN
easat-6081	69	10	in	in	ADP
easat-6081	69	11	this	this	DET
easat-6081	69	12	study	study	NOUN
easat-6081	69	13	employs	employ	VERB
easat-6081	69	14	both	both	CCONJ
easat-6081	69	15	quantitative	quantitative	ADJ
easat-6081	69	16	and	and	CCONJ
easat-6081	69	17	qualitative	qualitative	ADJ
easat-6081	69	18	methods	method	NOUN
easat-6081	69	19	to	to	PART
easat-6081	69	20	ensure	ensure	VERB
easat-6081	69	21	a	a	DET
easat-6081	69	22	comprehensive	comprehensive	ADJ
easat-6081	69	23	understanding	understanding	NOUN
easat-6081	69	24	of	of	ADP
easat-6081	69	25	ai	ai	ADJ
easat-6081	69	26	-	-	PUNCT
easat-6081	69	27	driven	drive	VERB
easat-6081	69	28	decision	decision	NOUN
easat-6081	69	29	-	-	PUNCT
easat-6081	69	30	making	making	NOUN
easat-6081	69	31	.	.	PUNCT
easat-6081	70	1	the	the	DET
easat-6081	70	2	analysis	analysis	NOUN
easat-6081	70	3	follows	follow	VERB
easat-6081	70	4	a	a	DET
easat-6081	70	5	systematic	systematic	ADJ
easat-6081	70	6	approach	approach	NOUN
easat-6081	70	7	,	,	PUNCT
easat-6081	70	8	including	include	VERB
easat-6081	70	9	data	data	NOUN
easat-6081	70	10	preparation	preparation	NOUN
easat-6081	70	11	,	,	PUNCT
easat-6081	70	12	statistical	statistical	ADJ
easat-6081	70	13	techniques	technique	NOUN
easat-6081	70	14	,	,	PUNCT
easat-6081	70	15	thematic	thematic	ADJ
easat-6081	70	16	analysis	analysis	NOUN
easat-6081	70	17	,	,	PUNCT
easat-6081	70	18	and	and	CCONJ
easat-6081	70	19	interpretation	interpretation	NOUN
easat-6081	70	20	to	to	PART
easat-6081	70	21	address	address	VERB
easat-6081	70	22	the	the	DET
easat-6081	70	23	research	research	NOUN
easat-6081	70	24	objectives	objective	NOUN
easat-6081	70	25	.	.	PUNCT
easat-6081	71	1	3.1	3.1	NUM
easat-6081	71	2	.	.	PUNCT
easat-6081	71	3	expected	expect	VERB
easat-6081	71	4	findings	finding	NOUN
easat-6081	71	5	from	from	ADP
easat-6081	71	6	quantitative	quantitative	ADJ
easat-6081	71	7	data	datum	NOUN
easat-6081	71	8	analysis	analysis	NOUN
easat-6081	71	9	to	to	PART
easat-6081	71	10	examine	examine	VERB
easat-6081	71	11	statistical	statistical	ADJ
easat-6081	71	12	relationships	relationship	NOUN
easat-6081	71	13	between	between	ADP
easat-6081	71	14	ai	ai	PROPN
easat-6081	71	15	integration	integration	NOUN
easat-6081	71	16	,	,	PUNCT
easat-6081	71	17	decision	decision	NOUN
easat-6081	71	18	-	-	PUNCT
easat-6081	71	19	making	make	VERB
easat-6081	71	20	capabilities	capability	NOUN
easat-6081	71	21	,	,	PUNCT
easat-6081	71	22	ethical	ethical	ADJ
easat-6081	71	23	challenges	challenge	NOUN
easat-6081	71	24	,	,	PUNCT
easat-6081	71	25	human	human	ADJ
easat-6081	71	26	oversight	oversight	NOUN
easat-6081	71	27	,	,	PUNCT
easat-6081	71	28	regulatory	regulatory	ADJ
easat-6081	71	29	compliance	compliance	NOUN
easat-6081	71	30	,	,	PUNCT
easat-6081	71	31	and	and	CCONJ
easat-6081	71	32	ai	ai	PROPN
easat-6081	71	33	effectiveness	effectiveness	NOUN
easat-6081	71	34	,	,	PUNCT
easat-6081	71	35	there	there	PRON
easat-6081	71	36	is	be	VERB
easat-6081	71	37	the	the	DET
easat-6081	71	38	expected	expect	VERB
easat-6081	71	39	findings	finding	NOUN
easat-6081	71	40	from	from	ADP
easat-6081	71	41	quantitative	quantitative	ADJ
easat-6081	71	42	data	datum	NOUN
easat-6081	71	43	analysis	analysis	NOUN
easat-6081	71	44	.	.	PUNCT
easat-6081	72	1	3.1.1	3.1.1	X
easat-6081	72	2	.	.	PUNCT
easat-6081	72	3	sample	sample	NOUN
easat-6081	72	4	distribution	distribution	NOUN
easat-6081	72	5	the	the	DET
easat-6081	72	6	sample	sample	NOUN
easat-6081	72	7	distribution	distribution	NOUN
easat-6081	72	8	provides	provide	VERB
easat-6081	72	9	a	a	DET
easat-6081	72	10	detailed	detailed	ADJ
easat-6081	72	11	overview	overview	NOUN
easat-6081	72	12	of	of	ADP
easat-6081	72	13	the	the	DET
easat-6081	72	14	demographics	demographic	NOUN
easat-6081	72	15	,	,	PUNCT
easat-6081	72	16	industry	industry	NOUN
easat-6081	72	17	representation	representation	NOUN
easat-6081	72	18	,	,	PUNCT
easat-6081	72	19	ai	ai	VERB
easat-6081	72	20	adoption	adoption	NOUN
easat-6081	72	21	levels	level	NOUN
easat-6081	72	22	,	,	PUNCT
easat-6081	72	23	and	and	CCONJ
easat-6081	72	24	ai	ai	VERB
easat-6081	72	25	usage	usage	NOUN
easat-6081	72	26	frequency	frequency	NOUN
easat-6081	72	27	among	among	ADP
easat-6081	72	28	the	the	DET
easat-6081	72	29	study	study	NOUN
easat-6081	72	30	participants	participant	NOUN
easat-6081	72	31	.	.	PUNCT
easat-6081	73	1	by	by	ADP
easat-6081	73	2	analyzing	analyze	VERB
easat-6081	73	3	these	these	DET
easat-6081	73	4	factors	factor	NOUN
easat-6081	73	5	,	,	PUNCT
easat-6081	73	6	the	the	DET
easat-6081	73	7	study	study	NOUN
easat-6081	73	8	ensures	ensure	VERB
easat-6081	73	9	a	a	DET
easat-6081	73	10	diverse	diverse	ADJ
easat-6081	73	11	representation	representation	NOUN
easat-6081	73	12	across	across	ADP
easat-6081	73	13	industries	industry	NOUN
easat-6081	73	14	and	and	CCONJ
easat-6081	73	15	organizational	organizational	ADJ
easat-6081	73	16	levels	level	NOUN
easat-6081	73	17	,	,	PUNCT
easat-6081	73	18	allowing	allow	VERB
easat-6081	73	19	for	for	ADP
easat-6081	73	20	a	a	DET
easat-6081	73	21	comprehensive	comprehensive	ADJ
easat-6081	73	22	evaluation	evaluation	NOUN
easat-6081	73	23	of	of	ADP
easat-6081	73	24	ai	ai	ADJ
easat-6081	73	25	-	-	PUNCT
easat-6081	73	26	driven	drive	VERB
easat-6081	73	27	decision	decision	NOUN
easat-6081	73	28	-	-	PUNCT
easat-6081	73	29	making	make	VERB
easat-6081	73	30	effectiveness	effectiveness	NOUN
easat-6081	73	31	.	.	PUNCT
easat-6081	74	1	the	the	DET
easat-6081	74	2	distribution	distribution	NOUN
easat-6081	74	3	of	of	ADP
easat-6081	74	4	participants	participant	NOUN
easat-6081	74	5	helps	help	VERB
easat-6081	74	6	to	to	PART
easat-6081	74	7	assess	assess	VERB
easat-6081	74	8	the	the	DET
easat-6081	74	9	extent	extent	NOUN
easat-6081	74	10	of	of	ADP
easat-6081	74	11	ai	ai	ADJ
easat-6081	74	12	adoption	adoption	NOUN
easat-6081	74	13	and	and	CCONJ
easat-6081	74	14	the	the	DET
easat-6081	74	15	challenges	challenge	NOUN
easat-6081	74	16	faced	face	VERB
easat-6081	74	17	by	by	ADP
easat-6081	74	18	different	different	ADJ
easat-6081	74	19	industries	industry	NOUN
easat-6081	74	20	in	in	ADP
easat-6081	74	21	implementing	implement	VERB
easat-6081	74	22	ai	ai	PROPN
easat-6081	74	23	technologies	technology	NOUN
easat-6081	74	24	for	for	ADP
easat-6081	74	25	decision	decision	NOUN
easat-6081	74	26	-	-	PUNCT
easat-6081	74	27	making	make	VERB
easat-6081	74	28	processes	process	NOUN
easat-6081	74	29	.	.	PUNCT
easat-6081	75	1	the	the	DET
easat-6081	75	2	details	detail	NOUN
easat-6081	75	3	show	show	VERB
easat-6081	75	4	as	as	ADP
easat-6081	75	5	table	table	NOUN
easat-6081	75	6	4	4	NUM
easat-6081	75	7	.	.	PUNCT
easat-6081	75	8	table	table	NOUN
easat-6081	75	9	4	4	NUM
easat-6081	75	10	.	.	PUNCT
easat-6081	75	11	basic	basic	ADJ
easat-6081	75	12	information	information	NOUN
easat-6081	75	13	from	from	ADP
easat-6081	75	14	sample	sample	NOUN
easat-6081	75	15	groups	group	NOUN
easat-6081	75	16	.	.	PUNCT
easat-6081	76	1	items	item	NOUN
easat-6081	76	2	options	option	NOUN
easat-6081	76	3	frequency	frequency	NOUN
easat-6081	76	4	percentage	percentage	NOUN
easat-6081	76	5	(	(	PUNCT
easat-6081	76	6	%	%	NOUN
easat-6081	76	7	)	)	PUNCT
easat-6081	76	8	cumulative	cumulative	ADJ
easat-6081	76	9	percentage	percentage	NOUN
easat-6081	76	10	(	(	PUNCT
easat-6081	76	11	%	%	NOUN
easat-6081	76	12	)	)	PUNCT
easat-6081	76	13	industry	industry	NOUN
easat-6081	76	14	technology	technology	NOUN
easat-6081	76	15	130	130	NUM
easat-6081	76	16	50.39	50.39	NUM
easat-6081	76	17	50.39	50.39	NUM
easat-6081	76	18	finance	finance	NOUN
easat-6081	76	19	42	42	NUM
easat-6081	76	20	16.28	16.28	NUM
easat-6081	76	21	66.67	66.67	NUM
easat-6081	76	22	healthcare	healthcare	NOUN
easat-6081	76	23	37	37	NUM
easat-6081	76	24	14.34	14.34	NUM
easat-6081	76	25	81.01	81.01	NUM
easat-6081	76	26	education	education	NOUN
easat-6081	76	27	20	20	NUM
easat-6081	76	28	7.75	7.75	NUM
easat-6081	76	29	88.76	88.76	NUM
easat-6081	76	30	retail	retail	NOUN
easat-6081	76	31	16	16	NUM
easat-6081	76	32	6.20	6.20	NUM
easat-6081	76	33	94.96	94.96	NUM
easat-6081	76	34	manufacturing	manufacturing	NOUN
easat-6081	76	35	13	13	NUM
easat-6081	76	36	5.04	5.04	NUM
easat-6081	76	37	100.00	100.00	NUM
easat-6081	76	38	job	job	NOUN
easat-6081	76	39	role	role	NOUN
easat-6081	76	40	executive	executive	NOUN
easat-6081	76	41	/	/	SYM
easat-6081	76	42	manager	manager	NOUN
easat-6081	76	43	83	83	NUM
easat-6081	76	44	32.17	32.17	NUM
easat-6081	76	45	32.17	32.17	NUM
easat-6081	76	46	ai	ai	NOUN
easat-6081	76	47	/	/	SYM
easat-6081	76	48	data	data	NOUN
easat-6081	76	49	analyst	analyst	NOUN
easat-6081	76	50	83	83	NUM
easat-6081	76	51	32.17	32.17	NUM
easat-6081	76	52	64.34	64.34	NUM
easat-6081	76	53	it	it	PRON
easat-6081	76	54	specialist	specialist	VERB
easat-6081	76	55	60	60	NUM
easat-6081	76	56	23.26	23.26	NUM
easat-6081	76	57	87.60	87.60	NUM
easat-6081	76	58	decision	decision	NOUN
easat-6081	76	59	-	-	PUNCT
easat-6081	76	60	maker	maker	NOUN
easat-6081	76	61	32	32	NUM
easat-6081	76	62	12.40	12.40	NUM
easat-6081	76	63	100.00	100.00	NUM
easat-6081	76	64	how	how	SCONJ
easat-6081	76	65	long	long	ADV
easat-6081	76	66	has	have	AUX
easat-6081	76	67	your	your	PRON
easat-6081	76	68	organization	organization	NOUN
easat-6081	76	69	used	use	VERB
easat-6081	76	70	ai	ai	VERB
easat-6081	76	71	in	in	ADP
easat-6081	76	72	decision	decision	NOUN
easat-6081	76	73	-	-	PUNCT
easat-6081	76	74	making	make	VERB
easat-6081	76	75	less	less	ADJ
easat-6081	76	76	than	than	ADP
easat-6081	76	77	1	1	NUM
easat-6081	76	78	year	year	NOUN
easat-6081	76	79	51	51	NUM
easat-6081	76	80	19.77	19.77	NUM
easat-6081	76	81	19.77	19.77	NUM
easat-6081	76	82	1	1	NUM
easat-6081	76	83	-	-	SYM
easat-6081	76	84	3	3	NUM
easat-6081	76	85	years	year	NOUN
easat-6081	76	86	97	97	NUM
easat-6081	76	87	37.60	37.60	NUM
easat-6081	76	88	57.36	57.36	NUM
easat-6081	76	89	4	4	NUM
easat-6081	76	90	-	-	SYM
easat-6081	76	91	6	6	NUM
easat-6081	76	92	years	year	NOUN
easat-6081	76	93	93	93	NUM
easat-6081	76	94	36.05	36.05	NUM
easat-6081	76	95	93.41	93.41	NUM
easat-6081	76	96	more	more	ADJ
easat-6081	76	97	than	than	ADP
easat-6081	76	98	6	6	NUM
easat-6081	76	99	years	year	NOUN
easat-6081	76	100	17	17	NUM
easat-6081	76	101	6.59	6.59	NUM
easat-6081	76	102	100.00	100.00	NUM
easat-6081	76	103	how	how	SCONJ
easat-6081	76	104	frequently	frequently	ADV
easat-6081	76	105	does	do	AUX
easat-6081	76	106	your	your	PRON
easat-6081	76	107	organization	organization	NOUN
easat-6081	76	108	use	use	VERB
easat-6081	76	109	ai	ai	VERB
easat-6081	76	110	for	for	ADP
easat-6081	76	111	decisionmaking	decisionmake	VERB
easat-6081	76	112	rarely	rarely	ADV
easat-6081	76	113	26	26	NUM
easat-6081	76	114	10.08	10.08	NUM
easat-6081	76	115	10.08	10.08	NUM
easat-6081	76	116	occasionally	occasionally	ADV
easat-6081	76	117	68	68	NUM
easat-6081	76	118	26.36	26.36	NUM
easat-6081	76	119	36.43	36.43	NUM
easat-6081	76	120	frequently	frequently	ADV
easat-6081	76	121	108	108	NUM
easat-6081	76	122	41.86	41.86	NUM
easat-6081	76	123	78.29	78.29	NUM
easat-6081	76	124	always	always	ADV
easat-6081	76	125	56	56	NUM
easat-6081	76	126	21.71	21.71	NUM
easat-6081	76	127	100.00	100.00	NUM
easat-6081	76	128	total	total	NOUN
easat-6081	76	129	258	258	NUM
easat-6081	76	130	100.0	100.0	NUM
easat-6081	76	131	100.0	100.0	NUM
easat-6081	76	132	798	798	NUM
easat-6081	76	133	edelweiss	edelweiss	NOUN
easat-6081	76	134	applied	apply	VERB
easat-6081	76	135	science	science	NOUN
easat-6081	76	136	and	and	CCONJ
easat-6081	76	137	technology	technology	NOUN
easat-6081	76	138	issn	issn	PROPN
easat-6081	76	139	:	:	PUNCT
easat-6081	76	140	2576	2576	NUM
easat-6081	76	141	-	-	SYM
easat-6081	76	142	8484	8484	NUM
easat-6081	76	143	vol	vol	NOUN
easat-6081	76	144	.	.	PROPN
easat-6081	77	1	9	9	NUM
easat-6081	77	2	,	,	PUNCT
easat-6081	77	3	no	no	INTJ
easat-6081	77	4	.	.	NOUN
easat-6081	78	1	4	4	NUM
easat-6081	78	2	:	:	PUNCT
easat-6081	78	3	794	794	NUM
easat-6081	78	4	-	-	SYM
easat-6081	78	5	808	808	NUM
easat-6081	78	6	,	,	PUNCT
easat-6081	78	7	2025	2025	NUM
easat-6081	78	8	doi	doi	NOUN
easat-6081	78	9	:	:	PUNCT
easat-6081	78	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	78	11	©	©	PROPN
easat-6081	78	12	2025	2025	NUM
easat-6081	78	13	by	by	ADP
easat-6081	78	14	the	the	DET
easat-6081	78	15	authors	author	NOUN
easat-6081	78	16	;	;	PUNCT
easat-6081	78	17	licensee	licensee	PROPN
easat-6081	78	18	learning	learn	VERB
easat-6081	78	19	gate	gate	NOUN
easat-6081	78	20	table	table	NOUN
easat-6081	78	21	4	4	NUM
easat-6081	78	22	provides	provide	VERB
easat-6081	78	23	an	an	DET
easat-6081	78	24	overview	overview	NOUN
easat-6081	78	25	of	of	ADP
easat-6081	78	26	the	the	DET
easat-6081	78	27	demographic	demographic	ADJ
easat-6081	78	28	distribution	distribution	NOUN
easat-6081	78	29	of	of	ADP
easat-6081	78	30	the	the	DET
easat-6081	78	31	study	study	NOUN
easat-6081	78	32	’s	’s	PART
easat-6081	78	33	sample	sample	NOUN
easat-6081	78	34	group	group	NOUN
easat-6081	78	35	,	,	PUNCT
easat-6081	78	36	including	include	VERB
easat-6081	78	37	industry	industry	NOUN
easat-6081	78	38	type	type	NOUN
easat-6081	78	39	,	,	PUNCT
easat-6081	78	40	job	job	NOUN
easat-6081	78	41	roles	role	NOUN
easat-6081	78	42	,	,	PUNCT
easat-6081	78	43	ai	ai	VERB
easat-6081	78	44	usage	usage	NOUN
easat-6081	78	45	experience	experience	NOUN
easat-6081	78	46	,	,	PUNCT
easat-6081	78	47	and	and	CCONJ
easat-6081	78	48	frequency	frequency	NOUN
easat-6081	78	49	of	of	ADP
easat-6081	78	50	ai	ai	ADJ
easat-6081	78	51	utilization	utilization	NOUN
easat-6081	78	52	in	in	ADP
easat-6081	78	53	decisionmaking	decisionmake	VERB
easat-6081	78	54	.	.	PUNCT
easat-6081	79	1	the	the	DET
easat-6081	79	2	sample	sample	NOUN
easat-6081	79	3	consists	consist	VERB
easat-6081	79	4	of	of	ADP
easat-6081	79	5	258	258	NUM
easat-6081	79	6	respondents	respondent	NOUN
easat-6081	79	7	from	from	ADP
easat-6081	79	8	various	various	ADJ
easat-6081	79	9	industries	industry	NOUN
easat-6081	79	10	and	and	CCONJ
easat-6081	79	11	organizational	organizational	ADJ
easat-6081	79	12	roles	role	NOUN
easat-6081	79	13	,	,	PUNCT
easat-6081	79	14	ensuring	ensure	VERB
easat-6081	79	15	a	a	DET
easat-6081	79	16	diverse	diverse	ADJ
easat-6081	79	17	and	and	CCONJ
easat-6081	79	18	representative	representative	ADJ
easat-6081	79	19	dataset	dataset	NOUN
easat-6081	79	20	.	.	PUNCT
easat-6081	80	1	the	the	DET
easat-6081	80	2	findings	finding	NOUN
easat-6081	80	3	indicate	indicate	VERB
easat-6081	80	4	that	that	SCONJ
easat-6081	80	5	ai	ai	NOUN
easat-6081	80	6	is	be	AUX
easat-6081	80	7	widely	widely	ADV
easat-6081	80	8	adopted	adopt	VERB
easat-6081	80	9	in	in	ADP
easat-6081	80	10	technology	technology	NOUN
easat-6081	80	11	,	,	PUNCT
easat-6081	80	12	finance	finance	NOUN
easat-6081	80	13	,	,	PUNCT
easat-6081	80	14	and	and	CCONJ
easat-6081	80	15	healthcare	healthcare	NOUN
easat-6081	80	16	sectors	sector	NOUN
easat-6081	80	17	,	,	PUNCT
easat-6081	80	18	with	with	ADP
easat-6081	80	19	executives	executive	NOUN
easat-6081	80	20	and	and	CCONJ
easat-6081	80	21	ai	ai	VERB
easat-6081	80	22	specialists	specialist	NOUN
easat-6081	80	23	playing	play	VERB
easat-6081	80	24	a	a	DET
easat-6081	80	25	crucial	crucial	ADJ
easat-6081	80	26	role	role	NOUN
easat-6081	80	27	in	in	ADP
easat-6081	80	28	decision	decision	NOUN
easat-6081	80	29	-	-	PUNCT
easat-6081	80	30	making	making	NOUN
easat-6081	80	31	.	.	PUNCT
easat-6081	81	1	while	while	SCONJ
easat-6081	81	2	most	most	ADJ
easat-6081	81	3	organizations	organization	NOUN
easat-6081	81	4	have	have	VERB
easat-6081	81	5	1	1	NUM
easat-6081	81	6	-	-	SYM
easat-6081	81	7	6	6	NUM
easat-6081	81	8	years	year	NOUN
easat-6081	81	9	of	of	ADP
easat-6081	81	10	ai	ai	ADJ
easat-6081	81	11	adoption	adoption	NOUN
easat-6081	81	12	experience	experience	NOUN
easat-6081	81	13	,	,	PUNCT
easat-6081	81	14	there	there	PRON
easat-6081	81	15	is	be	VERB
easat-6081	81	16	still	still	ADV
easat-6081	81	17	a	a	DET
easat-6081	81	18	variation	variation	NOUN
easat-6081	81	19	in	in	ADP
easat-6081	81	20	how	how	SCONJ
easat-6081	81	21	frequently	frequently	ADV
easat-6081	81	22	ai	ai	AUX
easat-6081	81	23	is	be	AUX
easat-6081	81	24	utilized	utilize	VERB
easat-6081	81	25	.	.	PUNCT
easat-6081	82	1	the	the	DET
easat-6081	82	2	results	result	NOUN
easat-6081	82	3	highlight	highlight	VERB
easat-6081	82	4	a	a	DET
easat-6081	82	5	strong	strong	ADJ
easat-6081	82	6	trend	trend	NOUN
easat-6081	82	7	toward	toward	ADP
easat-6081	82	8	ai	ai	ADJ
easat-6081	82	9	-	-	PUNCT
easat-6081	82	10	driven	drive	VERB
easat-6081	82	11	decision	decision	NOUN
easat-6081	82	12	-	-	PUNCT
easat-6081	82	13	making	making	NOUN
easat-6081	82	14	but	but	CCONJ
easat-6081	82	15	also	also	ADV
easat-6081	82	16	suggest	suggest	VERB
easat-6081	82	17	that	that	SCONJ
easat-6081	82	18	certain	certain	ADJ
easat-6081	82	19	industries	industry	NOUN
easat-6081	82	20	and	and	CCONJ
easat-6081	82	21	roles	role	NOUN
easat-6081	82	22	are	be	AUX
easat-6081	82	23	lagging	lag	VERB
easat-6081	82	24	in	in	ADP
easat-6081	82	25	full	full	ADJ
easat-6081	82	26	-	-	PUNCT
easat-6081	82	27	scale	scale	NOUN
easat-6081	82	28	ai	ai	NOUN
easat-6081	82	29	integration	integration	NOUN
easat-6081	82	30	.	.	PUNCT
easat-6081	83	1	3.1.2	3.1.2	X
easat-6081	83	2	.	.	PUNCT
easat-6081	83	3	correlation	correlation	NOUN
easat-6081	83	4	analysis	analysis	NOUN
easat-6081	83	5	correlation	correlation	NOUN
easat-6081	83	6	analysis	analysis	NOUN
easat-6081	83	7	is	be	AUX
easat-6081	83	8	conducted	conduct	VERB
easat-6081	83	9	to	to	PART
easat-6081	83	10	examine	examine	VERB
easat-6081	83	11	the	the	DET
easat-6081	83	12	relationships	relationship	NOUN
easat-6081	83	13	between	between	ADP
easat-6081	83	14	key	key	ADJ
easat-6081	83	15	research	research	NOUN
easat-6081	83	16	variables	variable	NOUN
easat-6081	83	17	,	,	PUNCT
easat-6081	83	18	including	include	VERB
easat-6081	83	19	ai	ai	PROPN
easat-6081	83	20	integration	integration	NOUN
easat-6081	83	21	,	,	PUNCT
easat-6081	83	22	data	data	NOUN
easat-6081	83	23	-	-	PUNCT
easat-6081	83	24	driven	drive	VERB
easat-6081	83	25	decision	decision	NOUN
easat-6081	83	26	-	-	PUNCT
easat-6081	83	27	making	make	VERB
easat-6081	83	28	capabilities	capability	NOUN
easat-6081	83	29	,	,	PUNCT
easat-6081	83	30	ethical	ethical	ADJ
easat-6081	83	31	and	and	CCONJ
easat-6081	83	32	security	security	NOUN
easat-6081	83	33	challenges	challenge	NOUN
easat-6081	83	34	,	,	PUNCT
easat-6081	83	35	human	human	ADJ
easat-6081	83	36	oversight	oversight	NOUN
easat-6081	83	37	,	,	PUNCT
easat-6081	83	38	regulatory	regulatory	ADJ
easat-6081	83	39	compliance	compliance	NOUN
easat-6081	83	40	,	,	PUNCT
easat-6081	83	41	and	and	CCONJ
easat-6081	83	42	ai	ai	AUX
easat-6081	83	43	-	-	PUNCT
easat-6081	83	44	driven	drive	VERB
easat-6081	83	45	decision	decision	NOUN
easat-6081	83	46	-	-	PUNCT
easat-6081	83	47	making	make	VERB
easat-6081	83	48	effectiveness	effectiveness	NOUN
easat-6081	83	49	.	.	PUNCT
easat-6081	84	1	the	the	DET
easat-6081	84	2	goal	goal	NOUN
easat-6081	84	3	is	be	AUX
easat-6081	84	4	to	to	PART
easat-6081	84	5	determine	determine	VERB
easat-6081	84	6	whether	whether	SCONJ
easat-6081	84	7	these	these	DET
easat-6081	84	8	variables	variable	NOUN
easat-6081	84	9	are	be	AUX
easat-6081	84	10	significantly	significantly	ADV
easat-6081	84	11	related	related	ADJ
easat-6081	84	12	and	and	CCONJ
easat-6081	84	13	how	how	SCONJ
easat-6081	84	14	they	they	PRON
easat-6081	84	15	influence	influence	VERB
easat-6081	84	16	one	one	NUM
easat-6081	84	17	another	another	DET
easat-6081	84	18	.	.	PUNCT
easat-6081	85	1	pearson	pearson	PROPN
easat-6081	85	2	’s	’s	PART
easat-6081	85	3	correlation	correlation	NOUN
easat-6081	85	4	coefficient	coefficient	NOUN
easat-6081	85	5	(	(	PUNCT
easat-6081	85	6	r	r	NOUN
easat-6081	85	7	)	)	PUNCT
easat-6081	85	8	is	be	AUX
easat-6081	85	9	used	use	VERB
easat-6081	85	10	as	as	ADP
easat-6081	85	11	the	the	DET
easat-6081	85	12	primary	primary	ADJ
easat-6081	85	13	statistical	statistical	ADJ
easat-6081	85	14	measure	measure	NOUN
easat-6081	85	15	to	to	PART
easat-6081	85	16	assess	assess	VERB
easat-6081	85	17	the	the	DET
easat-6081	85	18	strength	strength	NOUN
easat-6081	85	19	and	and	CCONJ
easat-6081	85	20	direction	direction	NOUN
easat-6081	85	21	of	of	ADP
easat-6081	85	22	relationships	relationship	NOUN
easat-6081	85	23	between	between	ADP
easat-6081	85	24	variables	variable	NOUN
easat-6081	85	25	.	.	PUNCT
easat-6081	86	1	a	a	DET
easat-6081	86	2	positive	positive	ADJ
easat-6081	86	3	correlation	correlation	NOUN
easat-6081	86	4	(	(	PUNCT
easat-6081	86	5	r	r	NOUN
easat-6081	86	6	>	>	X
easat-6081	86	7	0	0	NUM
easat-6081	86	8	)	)	PUNCT
easat-6081	86	9	indicates	indicate	VERB
easat-6081	86	10	that	that	SCONJ
easat-6081	86	11	as	as	ADP
easat-6081	86	12	one	one	NUM
easat-6081	86	13	variable	variable	ADJ
easat-6081	86	14	increases	increase	NOUN
easat-6081	86	15	,	,	PUNCT
easat-6081	86	16	the	the	DET
easat-6081	86	17	other	other	ADJ
easat-6081	86	18	also	also	ADV
easat-6081	86	19	increases	increase	VERB
easat-6081	86	20	,	,	PUNCT
easat-6081	86	21	while	while	SCONJ
easat-6081	86	22	a	a	DET
easat-6081	86	23	negative	negative	ADJ
easat-6081	86	24	correlation	correlation	NOUN
easat-6081	86	25	(	(	PUNCT
easat-6081	86	26	r	r	NOUN
easat-6081	86	27	<	<	X
easat-6081	86	28	0	0	NUM
easat-6081	86	29	)	)	PUNCT
easat-6081	86	30	suggests	suggest	VERB
easat-6081	86	31	an	an	DET
easat-6081	86	32	inverse	inverse	NOUN
easat-6081	86	33	relationship	relationship	NOUN
easat-6081	86	34	.	.	PUNCT
easat-6081	87	1	a	a	DET
easat-6081	87	2	correlation	correlation	NOUN
easat-6081	87	3	coefficient	coefficient	NOUN
easat-6081	87	4	close	close	ADV
easat-6081	87	5	to	to	ADP
easat-6081	87	6	zero	zero	NUM
easat-6081	87	7	implies	imply	VERB
easat-6081	87	8	little	little	ADJ
easat-6081	87	9	to	to	ADP
easat-6081	87	10	no	no	DET
easat-6081	87	11	relationship	relationship	NOUN
easat-6081	87	12	between	between	ADP
easat-6081	87	13	the	the	DET
easat-6081	87	14	variables	variable	NOUN
easat-6081	87	15	.	.	PUNCT
easat-6081	88	1	the	the	DET
easat-6081	88	2	pearson	pearson	PROPN
easat-6081	88	3	correlation	correlation	NOUN
easat-6081	88	4	for	for	ADP
easat-6081	88	5	analysis	analysis	NOUN
easat-6081	88	6	in	in	ADP
easat-6081	88	7	this	this	DET
easat-6081	88	8	research	research	NOUN
easat-6081	88	9	shown	show	VERB
easat-6081	88	10	as	as	ADP
easat-6081	88	11	table	table	NOUN
easat-6081	88	12	4.2	4.2	NUM
easat-6081	88	13	.	.	PUNCT
easat-6081	88	14	table	table	NOUN
easat-6081	88	15	5	5	NUM
easat-6081	88	16	.	.	PUNCT
easat-6081	88	17	pearson	pearson	PROPN
easat-6081	88	18	correlation	correlation	NOUN
easat-6081	88	19	for	for	ADP
easat-6081	88	20	analysis	analysis	NOUN
easat-6081	88	21	.	.	PUNCT
easat-6081	89	1	pearson	pearson	PROPN
easat-6081	89	2	correlation	correlation	NOUN
easat-6081	89	3	mean	mean	PROPN
easat-6081	89	4	s.d	s.d	PROPN
easat-6081	89	5	.	.	PROPN
easat-6081	89	6	dmp	dmp	PROPN
easat-6081	89	7	dmc	dmc	PROPN
easat-6081	89	8	esc	esc	PROPN
easat-6081	89	9	hoi	hoi	PROPN
easat-6081	89	10	rec	rec	PROPN
easat-6081	89	11	aie	aie	PROPN
easat-6081	89	12	dmp	dmp	PROPN
easat-6081	89	13	3.271	3.271	NUM
easat-6081	89	14	1.149	1.149	NUM
easat-6081	89	15	1	1	NUM
easat-6081	89	16	dmc	dmc	NOUN
easat-6081	89	17	3.284	3.284	NUM
easat-6081	89	18	1.148	1.148	NUM
easat-6081	89	19	0.670	0.670	NUM
easat-6081	89	20	*	*	PUNCT
easat-6081	89	21	*	*	PROPN
easat-6081	89	22	1	1	NUM
easat-6081	89	23	esc	esc	NOUN
easat-6081	89	24	3.233	3.233	NUM
easat-6081	89	25	1.194	1.194	NUM
easat-6081	89	26	0.702	0.702	NUM
easat-6081	89	27	*	*	PUNCT
easat-6081	89	28	*	*	NOUN
easat-6081	89	29	0.730	0.730	NUM
easat-6081	89	30	*	*	SYM
easat-6081	89	31	*	*	SYM
easat-6081	89	32	1	1	NUM
easat-6081	89	33	hoi	hoi	NOUN
easat-6081	89	34	3.235	3.235	NUM
easat-6081	89	35	1.149	1.149	NUM
easat-6081	89	36	0.699	0.699	NUM
easat-6081	89	37	*	*	PUNCT
easat-6081	89	38	*	*	PUNCT
easat-6081	89	39	0.684	0.684	NUM
easat-6081	89	40	*	*	PUNCT
easat-6081	89	41	*	*	PUNCT
easat-6081	89	42	0.685	0.685	NUM
easat-6081	89	43	*	*	PUNCT
easat-6081	89	44	*	*	SYM
easat-6081	89	45	1	1	NUM
easat-6081	89	46	rec	rec	NOUN
easat-6081	89	47	3.233	3.233	NUM
easat-6081	89	48	1.135	1.135	NUM
easat-6081	89	49	0.689	0.689	NUM
easat-6081	89	50	*	*	PUNCT
easat-6081	89	51	*	*	PUNCT
easat-6081	90	1	0.654	0.654	NUM
easat-6081	90	2	*	*	PUNCT
easat-6081	90	3	*	*	X
easat-6081	90	4	0.725	0.725	NUM
easat-6081	90	5	*	*	PUNCT
easat-6081	90	6	*	*	PUNCT
easat-6081	90	7	0.717	0.717	NUM
easat-6081	90	8	*	*	PUNCT
easat-6081	90	9	*	*	SYM
easat-6081	90	10	1	1	NUM
easat-6081	90	11	aie	aie	NOUN
easat-6081	90	12	3.266	3.266	NUM
easat-6081	90	13	1.105	1.105	NUM
easat-6081	90	14	0.726	0.726	NUM
easat-6081	90	15	*	*	PUNCT
easat-6081	90	16	*	*	PUNCT
easat-6081	90	17	0.709	0.709	NUM
easat-6081	90	18	*	*	X
easat-6081	90	19	*	*	PUNCT
easat-6081	90	20	0.708	0.708	NUM
easat-6081	90	21	*	*	PUNCT
easat-6081	90	22	*	*	PUNCT
easat-6081	90	23	0.781	0.781	NUM
easat-6081	90	24	*	*	PUNCT
easat-6081	90	25	*	*	PUNCT
easat-6081	90	26	0.761	0.761	NUM
easat-6081	90	27	*	*	X
easat-6081	90	28	*	*	SYM
easat-6081	90	29	1	1	NUM
easat-6081	90	30	note	note	NOUN
easat-6081	90	31	:	:	PUNCT
easat-6081	90	32	*	*	PUNCT
easat-6081	90	33	p<0.05	p<0.05	NOUN
easat-6081	90	34	*	*	PUNCT
easat-6081	90	35	*	*	PUNCT
easat-6081	90	36	p<0.01	p<0.01	PRON
easat-6081	90	37	dmp：ai	dmp：ai	NOUN
easat-6081	90	38	integration	integration	NOUN
easat-6081	90	39	in	in	ADP
easat-6081	90	40	decision	decision	NOUN
easat-6081	90	41	-	-	PUNCT
easat-6081	90	42	making	make	VERB
easat-6081	90	43	processes	process	NOUN
easat-6081	90	44	dmc	dmc	NOUN
easat-6081	90	45	:	:	PUNCT
easat-6081	90	46	data	data	NOUN
easat-6081	90	47	-	-	PUNCT
easat-6081	90	48	driven	drive	VERB
easat-6081	90	49	decision	decision	NOUN
easat-6081	90	50	-	-	PUNCT
easat-6081	90	51	making	make	VERB
easat-6081	90	52	capabilities	capability	NOUN
easat-6081	90	53	esc	esc	NOUN
easat-6081	90	54	:	:	PUNCT
easat-6081	90	55	ethical	ethical	ADJ
easat-6081	90	56	and	and	CCONJ
easat-6081	90	57	security	security	NOUN
easat-6081	90	58	challenges	challenge	NOUN
easat-6081	90	59	in	in	ADP
easat-6081	90	60	ai	ai	ADJ
easat-6081	90	61	decision	decision	NOUN
easat-6081	90	62	-	-	PUNCT
easat-6081	90	63	making	make	VERB
easat-6081	90	64	hoi	hoi	NOUN
easat-6081	90	65	:	:	PUNCT
easat-6081	90	66	human	human	ADJ
easat-6081	90	67	oversight	oversight	NOUN
easat-6081	90	68	and	and	CCONJ
easat-6081	90	69	intervention	intervention	NOUN
easat-6081	90	70	rec	rec	NOUN
easat-6081	90	71	:	:	PUNCT
easat-6081	90	72	regulatory	regulatory	ADJ
easat-6081	90	73	and	and	CCONJ
easat-6081	90	74	ethical	ethical	ADJ
easat-6081	90	75	compliance	compliance	NOUN
easat-6081	90	76	aie	aie	NOUN
easat-6081	90	77	:	:	PUNCT
easat-6081	90	78	the	the	DET
easat-6081	90	79	effectiveness	effectiveness	NOUN
easat-6081	90	80	of	of	ADP
easat-6081	90	81	ai	ai	ADJ
easat-6081	90	82	-	-	PUNCT
easat-6081	90	83	driven	drive	VERB
easat-6081	90	84	decision	decision	NOUN
easat-6081	90	85	-	-	PUNCT
easat-6081	90	86	making	make	VERB
easat-6081	90	87	table	table	NOUN
easat-6081	90	88	5	5	NUM
easat-6081	90	89	presents	present	VERB
easat-6081	90	90	the	the	DET
easat-6081	90	91	pearson	pearson	NOUN
easat-6081	90	92	correlation	correlation	NOUN
easat-6081	90	93	matrix	matrix	NOUN
easat-6081	90	94	for	for	ADP
easat-6081	90	95	the	the	DET
easat-6081	90	96	key	key	ADJ
easat-6081	90	97	variables	variable	NOUN
easat-6081	90	98	in	in	ADP
easat-6081	90	99	this	this	DET
easat-6081	90	100	study	study	NOUN
easat-6081	90	101	,	,	PUNCT
easat-6081	90	102	examining	examine	VERB
easat-6081	90	103	the	the	DET
easat-6081	90	104	relationships	relationship	NOUN
easat-6081	90	105	between	between	ADP
easat-6081	90	106	ai	ai	ADJ
easat-6081	90	107	integration	integration	NOUN
easat-6081	90	108	in	in	ADP
easat-6081	90	109	decision	decision	NOUN
easat-6081	90	110	-	-	PUNCT
easat-6081	90	111	making	make	VERB
easat-6081	90	112	processes	process	NOUN
easat-6081	90	113	(	(	PUNCT
easat-6081	90	114	dmp	dmp	NOUN
easat-6081	90	115	)	)	PUNCT
easat-6081	90	116	,	,	PUNCT
easat-6081	90	117	data	data	NOUN
easat-6081	90	118	-	-	PUNCT
easat-6081	90	119	driven	drive	VERB
easat-6081	90	120	decision	decision	NOUN
easat-6081	90	121	-	-	PUNCT
easat-6081	90	122	making	make	VERB
easat-6081	90	123	capabilities	capability	NOUN
easat-6081	90	124	(	(	PUNCT
easat-6081	90	125	dmc	dmc	NOUN
easat-6081	90	126	)	)	PUNCT
easat-6081	90	127	,	,	PUNCT
easat-6081	90	128	ethical	ethical	ADJ
easat-6081	90	129	and	and	CCONJ
easat-6081	90	130	security	security	NOUN
easat-6081	90	131	challenges	challenge	NOUN
easat-6081	90	132	(	(	PUNCT
easat-6081	90	133	esc	esc	NOUN
easat-6081	90	134	)	)	PUNCT
easat-6081	90	135	,	,	PUNCT
easat-6081	90	136	human	human	ADJ
easat-6081	90	137	oversight	oversight	NOUN
easat-6081	90	138	and	and	CCONJ
easat-6081	90	139	intervention	intervention	NOUN
easat-6081	90	140	(	(	PUNCT
easat-6081	90	141	hoi	hoi	ADJ
easat-6081	90	142	)	)	PUNCT
easat-6081	90	143	,	,	PUNCT
easat-6081	90	144	regulatory	regulatory	ADJ
easat-6081	90	145	and	and	CCONJ
easat-6081	90	146	ethical	ethical	ADJ
easat-6081	90	147	compliance	compliance	NOUN
easat-6081	90	148	(	(	PUNCT
easat-6081	90	149	rec	rec	NOUN
easat-6081	90	150	)	)	PUNCT
easat-6081	90	151	,	,	PUNCT
easat-6081	90	152	and	and	CCONJ
easat-6081	90	153	ai	ai	AUX
easat-6081	90	154	-	-	PUNCT
easat-6081	90	155	driven	drive	VERB
easat-6081	90	156	decision	decision	NOUN
easat-6081	90	157	-	-	PUNCT
easat-6081	90	158	making	make	VERB
easat-6081	90	159	effectiveness	effectiveness	NOUN
easat-6081	90	160	(	(	PUNCT
easat-6081	90	161	aie	aie	PROPN
easat-6081	90	162	)	)	PUNCT
easat-6081	90	163	.	.	PUNCT
easat-6081	91	1	the	the	DET
easat-6081	91	2	mean	mean	ADJ
easat-6081	91	3	values	value	NOUN
easat-6081	91	4	of	of	ADP
easat-6081	91	5	the	the	DET
easat-6081	91	6	variables	variable	NOUN
easat-6081	91	7	range	range	VERB
easat-6081	91	8	from	from	ADP
easat-6081	91	9	3.233	3.233	NUM
easat-6081	91	10	to	to	ADP
easat-6081	91	11	3.284	3.284	NUM
easat-6081	91	12	,	,	PUNCT
easat-6081	91	13	with	with	ADP
easat-6081	91	14	standard	standard	ADJ
easat-6081	91	15	deviations	deviation	NOUN
easat-6081	91	16	between	between	ADP
easat-6081	91	17	1.105	1.105	NUM
easat-6081	91	18	and	and	CCONJ
easat-6081	91	19	1.194	1.194	NUM
easat-6081	91	20	.	.	PUNCT
easat-6081	92	1	these	these	DET
easat-6081	92	2	values	value	NOUN
easat-6081	92	3	suggest	suggest	VERB
easat-6081	92	4	that	that	SCONJ
easat-6081	92	5	participants	participant	NOUN
easat-6081	92	6	’	'	PUNCT
easat-6081	92	7	responses	response	NOUN
easat-6081	92	8	were	be	AUX
easat-6081	92	9	fairly	fairly	ADV
easat-6081	92	10	distributed	distribute	VERB
easat-6081	92	11	but	but	CCONJ
easat-6081	92	12	varied	varied	ADJ
easat-6081	92	13	moderately	moderately	ADV
easat-6081	92	14	across	across	ADP
easat-6081	92	15	different	different	ADJ
easat-6081	92	16	constructs	construct	NOUN
easat-6081	92	17	.	.	PUNCT
easat-6081	93	1	overall	overall	ADV
easat-6081	93	2	,	,	PUNCT
easat-6081	93	3	the	the	DET
easat-6081	93	4	correlation	correlation	NOUN
easat-6081	93	5	analysis	analysis	NOUN
easat-6081	93	6	supports	support	VERB
easat-6081	93	7	the	the	DET
easat-6081	93	8	study	study	NOUN
easat-6081	93	9	’s	’s	PART
easat-6081	93	10	hypothesis	hypothesis	NOUN
easat-6081	93	11	that	that	PRON
easat-6081	93	12	ai	ai	AUX
easat-6081	93	13	-	-	PUNCT
easat-6081	93	14	driven	drive	VERB
easat-6081	93	15	decision	decision	NOUN
easat-6081	93	16	-	-	PUNCT
easat-6081	93	17	making	make	VERB
easat-6081	93	18	effectiveness	effectiveness	NOUN
easat-6081	93	19	is	be	AUX
easat-6081	93	20	influenced	influence	VERB
easat-6081	93	21	by	by	ADP
easat-6081	93	22	ai	ai	PROPN
easat-6081	93	23	integration	integration	NOUN
easat-6081	93	24	,	,	PUNCT
easat-6081	93	25	data	datum	NOUN
easat-6081	93	26	capabilities	capability	NOUN
easat-6081	93	27	,	,	PUNCT
easat-6081	93	28	human	human	ADJ
easat-6081	93	29	oversight	oversight	NOUN
easat-6081	93	30	,	,	PUNCT
easat-6081	93	31	and	and	CCONJ
easat-6081	93	32	compliance	compliance	NOUN
easat-6081	93	33	frameworks	framework	NOUN
easat-6081	93	34	.	.	PUNCT
easat-6081	94	1	these	these	DET
easat-6081	94	2	findings	finding	NOUN
easat-6081	94	3	lay	lie	VERB
easat-6081	94	4	the	the	DET
easat-6081	94	5	groundwork	groundwork	NOUN
easat-6081	94	6	for	for	ADP
easat-6081	94	7	further	further	ADJ
easat-6081	94	8	regression	regression	NOUN
easat-6081	94	9	and	and	CCONJ
easat-6081	94	10	structural	structural	ADJ
easat-6081	94	11	equation	equation	NOUN
easat-6081	94	12	modeling	modeling	NOUN
easat-6081	94	13	(	(	PUNCT
easat-6081	94	14	sem	sem	NOUN
easat-6081	94	15	)	)	PUNCT
easat-6081	94	16	analysis	analysis	NOUN
easat-6081	94	17	to	to	PART
easat-6081	94	18	validate	validate	VERB
easat-6081	94	19	causal	causal	ADJ
easat-6081	94	20	relationships	relationship	NOUN
easat-6081	94	21	.	.	PUNCT
easat-6081	95	1	799	799	NUM
easat-6081	95	2	edelweiss	edelweiss	PROPN
easat-6081	95	3	applied	apply	VERB
easat-6081	95	4	science	science	NOUN
easat-6081	95	5	and	and	CCONJ
easat-6081	95	6	technology	technology	NOUN
easat-6081	95	7	issn	issn	PROPN
easat-6081	95	8	:	:	PUNCT
easat-6081	95	9	2576	2576	NUM
easat-6081	95	10	-	-	SYM
easat-6081	95	11	8484	8484	NUM
easat-6081	95	12	vol	vol	NOUN
easat-6081	95	13	.	.	PROPN
easat-6081	96	1	9	9	NUM
easat-6081	96	2	,	,	PUNCT
easat-6081	96	3	no	no	INTJ
easat-6081	96	4	.	.	NOUN
easat-6081	97	1	4	4	NUM
easat-6081	97	2	:	:	PUNCT
easat-6081	97	3	794	794	NUM
easat-6081	97	4	-	-	SYM
easat-6081	97	5	808	808	NUM
easat-6081	97	6	,	,	PUNCT
easat-6081	97	7	2025	2025	NUM
easat-6081	97	8	doi	doi	NOUN
easat-6081	97	9	:	:	PUNCT
easat-6081	97	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	97	11	©	©	PROPN
easat-6081	97	12	2025	2025	NUM
easat-6081	97	13	by	by	ADP
easat-6081	97	14	the	the	DET
easat-6081	97	15	authors	author	NOUN
easat-6081	97	16	;	;	PUNCT
easat-6081	97	17	licensee	licensee	PROPN
easat-6081	97	18	learning	learn	VERB
easat-6081	97	19	gate	gate	NOUN
easat-6081	97	20	3.1.3	3.1.3	NUM
easat-6081	97	21	.	.	PUNCT
easat-6081	98	1	regression	regression	VERB
easat-6081	98	2	analysis	analysis	NOUN
easat-6081	98	3	to	to	PART
easat-6081	98	4	examine	examine	VERB
easat-6081	98	5	the	the	DET
easat-6081	98	6	influence	influence	NOUN
easat-6081	98	7	of	of	ADP
easat-6081	98	8	the	the	DET
easat-6081	98	9	three	three	NUM
easat-6081	98	10	independent	independent	ADJ
easat-6081	98	11	variables	variable	NOUN
easat-6081	98	12	—	—	PUNCT
easat-6081	98	13	ai	ai	VERB
easat-6081	98	14	integration	integration	NOUN
easat-6081	98	15	in	in	ADP
easat-6081	98	16	decision	decision	NOUN
easat-6081	98	17	-	-	PUNCT
easat-6081	98	18	making	make	VERB
easat-6081	98	19	processes	process	NOUN
easat-6081	98	20	(	(	PUNCT
easat-6081	98	21	dmp	dmp	NOUN
easat-6081	98	22	)	)	PUNCT
easat-6081	98	23	,	,	PUNCT
easat-6081	98	24	data	data	NOUN
easat-6081	98	25	-	-	PUNCT
easat-6081	98	26	driven	drive	VERB
easat-6081	98	27	decision	decision	NOUN
easat-6081	98	28	-	-	PUNCT
easat-6081	98	29	making	make	VERB
easat-6081	98	30	capabilities	capability	NOUN
easat-6081	98	31	(	(	PUNCT
easat-6081	98	32	dmc	dmc	NOUN
easat-6081	98	33	)	)	PUNCT
easat-6081	98	34	,	,	PUNCT
easat-6081	98	35	and	and	CCONJ
easat-6081	98	36	ethical	ethical	ADJ
easat-6081	98	37	and	and	CCONJ
easat-6081	98	38	security	security	NOUN
easat-6081	98	39	challenges	challenge	NOUN
easat-6081	98	40	(	(	PUNCT
easat-6081	98	41	esc)—on	esc)—on	DET
easat-6081	98	42	human	human	ADJ
easat-6081	98	43	oversight	oversight	NOUN
easat-6081	98	44	and	and	CCONJ
easat-6081	98	45	intervention	intervention	NOUN
easat-6081	98	46	(	(	PUNCT
easat-6081	98	47	hoi	hoi	ADJ
easat-6081	98	48	)	)	PUNCT
easat-6081	98	49	,	,	PUNCT
easat-6081	98	50	a	a	DET
easat-6081	98	51	multiple	multiple	ADJ
easat-6081	98	52	regression	regression	NOUN
easat-6081	98	53	analysis	analysis	NOUN
easat-6081	98	54	was	be	AUX
easat-6081	98	55	conducted	conduct	VERB
easat-6081	98	56	.	.	PUNCT
easat-6081	99	1	the	the	DET
easat-6081	99	2	results	result	NOUN
easat-6081	99	3	indicate	indicate	VERB
easat-6081	99	4	that	that	SCONJ
easat-6081	99	5	the	the	DET
easat-6081	99	6	overall	overall	ADJ
easat-6081	99	7	regression	regression	NOUN
easat-6081	99	8	model	model	NOUN
easat-6081	99	9	is	be	AUX
easat-6081	99	10	significant	significant	ADJ
easat-6081	99	11	(	(	PUNCT
easat-6081	99	12	f	f	NOUN
easat-6081	99	13	=	=	SYM
easat-6081	99	14	124.319	124.319	NUM
easat-6081	99	15	,	,	PUNCT
easat-6081	99	16	p	p	X
easat-6081	99	17	<	<	X
easat-6081	99	18	0.001	0.001	NUM
easat-6081	99	19	)	)	PUNCT
easat-6081	99	20	,	,	PUNCT
easat-6081	99	21	with	with	ADP
easat-6081	99	22	an	an	DET
easat-6081	99	23	adjusted	adjust	VERB
easat-6081	99	24	r²	r²	NOUN
easat-6081	99	25	of	of	ADP
easat-6081	99	26	0.590	0.590	NUM
easat-6081	99	27	,	,	PUNCT
easat-6081	99	28	suggesting	suggest	VERB
easat-6081	99	29	that	that	SCONJ
easat-6081	99	30	these	these	DET
easat-6081	99	31	three	three	NUM
easat-6081	99	32	independent	independent	ADJ
easat-6081	99	33	variables	variable	NOUN
easat-6081	99	34	collectively	collectively	ADV
easat-6081	99	35	explain	explain	VERB
easat-6081	99	36	59.0	59.0	NUM
easat-6081	99	37	%	%	NOUN
easat-6081	99	38	of	of	ADP
easat-6081	99	39	the	the	DET
easat-6081	99	40	variance	variance	NOUN
easat-6081	99	41	in	in	ADP
easat-6081	99	42	human	human	ADJ
easat-6081	99	43	oversight	oversight	NOUN
easat-6081	99	44	and	and	CCONJ
easat-6081	99	45	intervention	intervention	NOUN
easat-6081	99	46	,	,	PUNCT
easat-6081	99	47	which	which	PRON
easat-6081	99	48	is	be	AUX
easat-6081	99	49	a	a	DET
easat-6081	99	50	substantial	substantial	ADJ
easat-6081	99	51	explanatory	explanatory	ADJ
easat-6081	99	52	power	power	NOUN
easat-6081	99	53	.	.	PUNCT
easat-6081	100	1	the	the	DET
easat-6081	100	2	findings	finding	NOUN
easat-6081	100	3	shown	show	VERB
easat-6081	100	4	in	in	ADP
easat-6081	100	5	table	table	NOUN
easat-6081	100	6	6	6	NUM
easat-6081	100	7	reveal	reveal	VERB
easat-6081	100	8	that	that	SCONJ
easat-6081	100	9	all	all	DET
easat-6081	100	10	three	three	NUM
easat-6081	100	11	independent	independent	ADJ
easat-6081	100	12	variables	variable	NOUN
easat-6081	100	13	have	have	VERB
easat-6081	100	14	a	a	DET
easat-6081	100	15	significant	significant	ADJ
easat-6081	100	16	positive	positive	ADJ
easat-6081	100	17	impact	impact	NOUN
easat-6081	100	18	on	on	ADP
easat-6081	100	19	human	human	ADJ
easat-6081	100	20	oversight	oversight	NOUN
easat-6081	100	21	and	and	CCONJ
easat-6081	100	22	intervention	intervention	NOUN
easat-6081	100	23	.	.	PUNCT
easat-6081	101	1	table	table	NOUN
easat-6081	101	2	6	6	NUM
easat-6081	101	3	.	.	PUNCT
easat-6081	102	1	linear	linear	ADJ
easat-6081	102	2	regression	regression	NOUN
easat-6081	102	3	analysis	analysis	NOUN
easat-6081	102	4	results	result	NOUN
easat-6081	102	5	:	:	PUNCT
easat-6081	102	6	the	the	DET
easat-6081	102	7	impact	impact	NOUN
easat-6081	102	8	of	of	ADP
easat-6081	102	9	independent	independent	ADJ
easat-6081	102	10	variables	variable	NOUN
easat-6081	102	11	on	on	ADP
easat-6081	102	12	human	human	ADJ
easat-6081	102	13	oversight	oversight	NOUN
easat-6081	102	14	and	and	CCONJ
easat-6081	102	15	intervention	intervention	NOUN
easat-6081	102	16	.	.	PUNCT
easat-6081	103	1	(	(	PUNCT
easat-6081	103	2	n=258	n=258	PROPN
easat-6081	103	3	)	)	PUNCT
easat-6081	103	4	unstandardized	unstandardized	ADJ
easat-6081	103	5	coefficients	coefficient	NOUN
easat-6081	103	6	standardized	standardize	VERB
easat-6081	103	7	coefficient	coefficient	NOUN
easat-6081	103	8	t	t	PROPN
easat-6081	103	9	p	p	PROPN
easat-6081	103	10	collinearity	collinearity	NOUN
easat-6081	103	11	diagnostics	diagnostic	NOUN
easat-6081	103	12	b	b	NOUN
easat-6081	103	13	standard	standard	ADJ
easat-6081	103	14	error	error	NOUN
easat-6081	103	15	beta	beta	NOUN
easat-6081	103	16	vif	vif	NOUN
easat-6081	103	17	tolerance	tolerance	NOUN
easat-6081	103	18	constant	constant	ADJ
easat-6081	103	19	0.450	0.450	NUM
easat-6081	103	20	0.152	0.152	NUM
easat-6081	103	21	2.970	2.970	NUM
easat-6081	103	22	0.003	0.003	NUM
easat-6081	103	23	*	*	PUNCT
easat-6081	103	24	*	*	NOUN
easat-6081	103	25	ai	ai	VERB
easat-6081	103	26	integration	integration	NOUN
easat-6081	103	27	in	in	ADP
easat-6081	103	28	decisionmaking	decisionmake	VERB
easat-6081	103	29	processes	process	NOUN
easat-6081	103	30	0.343	0.343	NUM
easat-6081	103	31	0.059	0.059	NUM
easat-6081	103	32	0.343	0.343	NUM
easat-6081	103	33	5.795	5.795	NUM
easat-6081	103	34	0.000	0.000	NUM
easat-6081	103	35	*	*	PUNCT
easat-6081	104	1	*	*	PUNCT
easat-6081	104	2	2.203	2.203	NUM
easat-6081	104	3	0.454	0.454	NUM
easat-6081	104	4	data	data	NOUN
easat-6081	104	5	-	-	PUNCT
easat-6081	104	6	driven	drive	VERB
easat-6081	104	7	decisionmaking	decisionmake	VERB
easat-6081	104	8	capabilities	capability	NOUN
easat-6081	104	9	0.278	0.278	NUM
easat-6081	104	10	0.062	0.062	NUM
easat-6081	104	11	0.278	0.278	NUM
easat-6081	104	12	4.491	4.491	NUM
easat-6081	104	13	0.000	0.000	NUM
easat-6081	104	14	*	*	PUNCT
easat-6081	104	15	*	*	PUNCT
easat-6081	105	1	2.394	2.394	NUM
easat-6081	105	2	0.418	0.418	NUM
easat-6081	105	3	ethical	ethical	ADJ
easat-6081	105	4	and	and	CCONJ
easat-6081	105	5	security	security	NOUN
easat-6081	105	6	challenges	challenge	NOUN
easat-6081	105	7	in	in	ADP
easat-6081	105	8	ai	ai	VERB
easat-6081	105	9	decisionmaking	decisionmake	VERB
easat-6081	105	10	0.232	0.232	NUM
easat-6081	105	11	0.062	0.062	NUM
easat-6081	105	12	0.241	0.241	NUM
easat-6081	105	13	3.743	3.743	NUM
easat-6081	105	14	0.000	0.000	NUM
easat-6081	105	15	*	*	PUNCT
easat-6081	105	16	*	*	PUNCT
easat-6081	105	17	2.601	2.601	NUM
easat-6081	105	18	0.384	0.384	NUM
easat-6081	105	19	r	r	NOUN
easat-6081	105	20	2	2	NUM
easat-6081	105	21	0.595	0.595	NUM
easat-6081	105	22	adjusted	adjust	VERB
easat-6081	105	23	r	r	NOUN
easat-6081	105	24	2	2	NUM
easat-6081	105	25	0.590	0.590	NUM
easat-6081	105	26	f	f	NOUN
easat-6081	105	27	f	f	PROPN
easat-6081	105	28	=	=	SYM
easat-6081	105	29	124.31	124.31	NUM
easat-6081	105	30	,	,	PUNCT
easat-6081	105	31	p=0.000	p=0.000	X
easat-6081	105	32	d	d	NOUN
easat-6081	105	33	-	-	PUNCT
easat-6081	105	34	w	w	PROPN
easat-6081	105	35	value	value	NOUN
easat-6081	105	36	2.373	2.373	NUM
easat-6081	106	1	note：dependent	note：dependent	PRON
easat-6081	106	2	variable	variable	NOUN
easat-6081	106	3	=	=	PUNCT
easat-6081	106	4	human	human	ADJ
easat-6081	106	5	oversight	oversight	NOUN
easat-6081	106	6	and	and	CCONJ
easat-6081	106	7	intervention	intervention	NOUN
easat-6081	106	8	*	*	PUNCT
easat-6081	106	9	p<0.05	p<0.05	NOUN
easat-6081	106	10	*	*	PUNCT
easat-6081	106	11	*	*	PUNCT
easat-6081	106	12	p<0.01	p<0.01	PRON
easat-6081	106	13	table	table	NOUN
easat-6081	106	14	6	6	NUM
easat-6081	106	15	presents	present	VERB
easat-6081	106	16	the	the	DET
easat-6081	106	17	linear	linear	ADJ
easat-6081	106	18	regression	regression	NOUN
easat-6081	106	19	analysis	analysis	NOUN
easat-6081	106	20	results	result	NOUN
easat-6081	106	21	,	,	PUNCT
easat-6081	106	22	examining	examine	VERB
easat-6081	106	23	the	the	DET
easat-6081	106	24	impact	impact	NOUN
easat-6081	106	25	of	of	ADP
easat-6081	106	26	ai	ai	ADJ
easat-6081	106	27	integration	integration	NOUN
easat-6081	106	28	in	in	ADP
easat-6081	106	29	decision	decision	NOUN
easat-6081	106	30	-	-	PUNCT
easat-6081	106	31	making	make	VERB
easat-6081	106	32	processes	process	NOUN
easat-6081	106	33	,	,	PUNCT
easat-6081	106	34	data	datum	NOUN
easat-6081	106	35	-	-	PUNCT
easat-6081	106	36	driven	drive	VERB
easat-6081	106	37	decision	decision	NOUN
easat-6081	106	38	-	-	PUNCT
easat-6081	106	39	making	make	VERB
easat-6081	106	40	capabilities	capability	NOUN
easat-6081	106	41	,	,	PUNCT
easat-6081	106	42	and	and	CCONJ
easat-6081	106	43	ethical	ethical	ADJ
easat-6081	106	44	and	and	CCONJ
easat-6081	106	45	security	security	NOUN
easat-6081	106	46	challenges	challenge	NOUN
easat-6081	106	47	in	in	ADP
easat-6081	106	48	ai	ai	ADJ
easat-6081	106	49	decision	decision	NOUN
easat-6081	106	50	-	-	PUNCT
easat-6081	106	51	making	making	NOUN
easat-6081	106	52	on	on	ADP
easat-6081	106	53	human	human	ADJ
easat-6081	106	54	oversight	oversight	NOUN
easat-6081	106	55	and	and	CCONJ
easat-6081	106	56	intervention	intervention	NOUN
easat-6081	106	57	.	.	PUNCT
easat-6081	107	1	the	the	DET
easat-6081	107	2	findings	finding	NOUN
easat-6081	107	3	shown	show	VERB
easat-6081	107	4	in	in	ADP
easat-6081	107	5	table	table	NOUN
easat-6081	107	6	7	7	NUM
easat-6081	107	7	reveal	reveal	VERB
easat-6081	107	8	that	that	SCONJ
easat-6081	107	9	the	the	DET
easat-6081	107	10	combined	combined	ADJ
easat-6081	107	11	impact	impact	NOUN
easat-6081	107	12	of	of	ADP
easat-6081	107	13	independent	independent	ADJ
easat-6081	107	14	and	and	CCONJ
easat-6081	107	15	mediating	mediate	VERB
easat-6081	107	16	variables	variable	NOUN
easat-6081	107	17	on	on	ADP
easat-6081	107	18	the	the	DET
easat-6081	107	19	effectiveness	effectiveness	NOUN
easat-6081	107	20	of	of	ADP
easat-6081	107	21	ai	ai	ADJ
easat-6081	107	22	-	-	PUNCT
easat-6081	107	23	driven	drive	VERB
easat-6081	107	24	decision	decision	NOUN
easat-6081	107	25	-	-	PUNCT
easat-6081	107	26	making	making	NOUN
easat-6081	107	27	.	.	PUNCT
easat-6081	108	1	800	800	NUM
easat-6081	108	2	edelweiss	edelweiss	PROPN
easat-6081	108	3	applied	apply	VERB
easat-6081	108	4	science	science	NOUN
easat-6081	108	5	and	and	CCONJ
easat-6081	108	6	technology	technology	NOUN
easat-6081	108	7	issn	issn	PROPN
easat-6081	108	8	:	:	PUNCT
easat-6081	108	9	2576	2576	NUM
easat-6081	108	10	-	-	SYM
easat-6081	108	11	8484	8484	NUM
easat-6081	108	12	vol	vol	NOUN
easat-6081	108	13	.	.	PROPN
easat-6081	109	1	9	9	NUM
easat-6081	109	2	,	,	PUNCT
easat-6081	109	3	no	no	INTJ
easat-6081	109	4	.	.	NOUN
easat-6081	110	1	4	4	NUM
easat-6081	110	2	:	:	PUNCT
easat-6081	110	3	794	794	NUM
easat-6081	110	4	-	-	SYM
easat-6081	110	5	808	808	NUM
easat-6081	110	6	,	,	PUNCT
easat-6081	110	7	2025	2025	NUM
easat-6081	110	8	doi	doi	NOUN
easat-6081	110	9	:	:	PUNCT
easat-6081	110	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	110	11	©	©	PROPN
easat-6081	110	12	2025	2025	NUM
easat-6081	110	13	by	by	ADP
easat-6081	110	14	the	the	DET
easat-6081	110	15	authors	author	NOUN
easat-6081	110	16	;	;	PUNCT
easat-6081	110	17	licensee	licensee	PROPN
easat-6081	110	18	learning	learn	VERB
easat-6081	110	19	gate	gate	NOUN
easat-6081	110	20	table	table	NOUN
easat-6081	110	21	7	7	NUM
easat-6081	110	22	.	.	PUNCT
easat-6081	111	1	linear	linear	ADJ
easat-6081	111	2	regression	regression	NOUN
easat-6081	111	3	analysis	analysis	NOUN
easat-6081	111	4	results	result	NOUN
easat-6081	111	5	.	.	PUNCT
easat-6081	112	1	(	(	PUNCT
easat-6081	112	2	n=258	n=258	PROPN
easat-6081	112	3	)	)	PUNCT
easat-6081	112	4	unstandardized	unstandardized	ADJ
easat-6081	112	5	coefficients	coefficient	NOUN
easat-6081	112	6	standardized	standardize	VERB
easat-6081	112	7	coefficient	coefficient	NOUN
easat-6081	112	8	t	t	PROPN
easat-6081	112	9	p	p	PROPN
easat-6081	112	10	collinearity	collinearity	NOUN
easat-6081	112	11	diagnostics	diagnostic	NOUN
easat-6081	112	12	b	b	NOUN
easat-6081	112	13	standard	standard	ADJ
easat-6081	112	14	error	error	NOUN
easat-6081	112	15	beta	beta	NOUN
easat-6081	112	16	vif	vif	NOUN
easat-6081	112	17	tolerance	tolerance	NOUN
easat-6081	112	18	constant	constant	ADJ
easat-6081	112	19	0.214	0.214	NUM
easat-6081	112	20	0.123	0.123	NUM
easat-6081	112	21	1.741	1.741	NUM
easat-6081	112	22	0.083	0.083	NUM
easat-6081	112	23	ai	ai	NOUN
easat-6081	112	24	integration	integration	NOUN
easat-6081	112	25	in	in	ADP
easat-6081	112	26	decision	decision	NOUN
easat-6081	112	27	-	-	PUNCT
easat-6081	112	28	making	making	NOUN
easat-6081	112	29	processes	process	NOUN
easat-6081	112	30	0.162	0.162	NUM
easat-6081	112	31	0.051	0.051	NUM
easat-6081	112	32	0.169	0.169	NUM
easat-6081	112	33	3.210	3.210	NUM
easat-6081	112	34	0.001	0.001	NUM
easat-6081	112	35	*	*	SYM
easat-6081	112	36	*	*	NUM
easat-6081	112	37	2.603	2.603	NUM
easat-6081	112	38	0.384	0.384	NUM
easat-6081	112	39	data	data	NOUN
easat-6081	112	40	-	-	PUNCT
easat-6081	112	41	driven	drive	VERB
easat-6081	112	42	decision	decision	NOUN
easat-6081	112	43	-	-	PUNCT
easat-6081	112	44	making	make	VERB
easat-6081	112	45	capabilities	capability	NOUN
easat-6081	112	46	0.149	0.149	NUM
easat-6081	112	47	0.051	0.051	NUM
easat-6081	112	48	0.155	0.155	NUM
easat-6081	112	49	2.951	2.951	NUM
easat-6081	112	50	0.003	0.003	NUM
easat-6081	112	51	*	*	PUNCT
easat-6081	112	52	*	*	NUM
easat-6081	112	53	2.602	2.602	NUM
easat-6081	112	54	0.384	0.384	NUM
easat-6081	112	55	ethical	ethical	ADJ
easat-6081	112	56	and	and	CCONJ
easat-6081	112	57	security	security	NOUN
easat-6081	112	58	challenges	challenge	NOUN
easat-6081	112	59	in	in	ADP
easat-6081	112	60	ai	ai	ADJ
easat-6081	112	61	decision	decision	NOUN
easat-6081	112	62	-	-	PUNCT
easat-6081	112	63	making	make	VERB
easat-6081	112	64	0.055	0.055	NUM
easat-6081	112	65	0.052	0.052	NUM
easat-6081	112	66	0.060	0.060	NUM
easat-6081	112	67	1.053	1.053	NUM
easat-6081	112	68	0.293	0.293	NUM
easat-6081	112	69	3.022	3.022	NUM
easat-6081	112	70	0.331	0.331	NUM
easat-6081	112	71	human	human	ADJ
easat-6081	112	72	oversight	oversight	NOUN
easat-6081	112	73	and	and	CCONJ
easat-6081	112	74	intervention	intervention	NOUN
easat-6081	112	75	0.312	0.312	NUM
easat-6081	112	76	0.052	0.052	NUM
easat-6081	112	77	0.325	0.325	NUM
easat-6081	112	78	6.029	6.029	NUM
easat-6081	112	79	0.000	0.000	NUM
easat-6081	112	80	*	*	PUNCT
easat-6081	112	81	*	*	PUNCT
easat-6081	112	82	2.729	2.729	NUM
easat-6081	112	83	0.366	0.366	NUM
easat-6081	112	84	regulatory	regulatory	ADJ
easat-6081	112	85	and	and	CCONJ
easat-6081	112	86	ethical	ethical	ADJ
easat-6081	112	87	compliance	compliance	NOUN
easat-6081	112	88	0.260	0.260	NUM
easat-6081	112	89	0.053	0.053	NUM
easat-6081	112	90	0.268	0.268	NUM
easat-6081	112	91	4.933	4.933	NUM
easat-6081	112	92	0.000	0.000	NUM
easat-6081	112	93	*	*	PUNCT
easat-6081	112	94	*	*	PUNCT
easat-6081	112	95	2.768	2.768	NUM
easat-6081	112	96	0.361	0.361	NUM
easat-6081	112	97	r	r	NOUN
easat-6081	112	98	2	2	NUM
easat-6081	112	99	0.732	0.732	NUM
easat-6081	112	100	adjusted	adjust	VERB
easat-6081	112	101	r	r	NOUN
easat-6081	112	102	2	2	NUM
easat-6081	112	103	0.727	0.727	NUM
easat-6081	112	104	f	f	PROPN
easat-6081	112	105	f	f	PROPN
easat-6081	112	106	(	(	PUNCT
easat-6081	112	107	5,252	5,252	NUM
easat-6081	112	108	)	)	PUNCT
easat-6081	112	109	=	=	SYM
easat-6081	112	110	137.822	137.822	NUM
easat-6081	112	111	,	,	PUNCT
easat-6081	112	112	p=0.000	p=0.000	X
easat-6081	112	113	d	d	NOUN
easat-6081	112	114	-	-	PUNCT
easat-6081	112	115	w	w	PROPN
easat-6081	112	116	value	value	NOUN
easat-6081	112	117	2.094	2.094	NUM
easat-6081	112	118	note：dependent	note：dependent	PRON
easat-6081	112	119	variable	variable	NOUN
easat-6081	112	120	=	=	PUNCT
easat-6081	112	121	human	human	ADJ
easat-6081	112	122	oversight	oversight	NOUN
easat-6081	112	123	and	and	CCONJ
easat-6081	112	124	intervention	intervention	NOUN
easat-6081	112	125	*	*	PUNCT
easat-6081	112	126	p<0.05	p<0.05	NOUN
easat-6081	112	127	*	*	PUNCT
easat-6081	112	128	*	*	PUNCT
easat-6081	112	129	p<0.01	p<0.01	PROPN
easat-6081	112	130	table	table	NOUN
easat-6081	112	131	7	7	NUM
easat-6081	112	132	presents	present	VERB
easat-6081	112	133	the	the	DET
easat-6081	112	134	linear	linear	ADJ
easat-6081	112	135	regression	regression	NOUN
easat-6081	112	136	analysis	analysis	NOUN
easat-6081	112	137	results	result	NOUN
easat-6081	112	138	,	,	PUNCT
easat-6081	112	139	evaluating	evaluate	VERB
easat-6081	112	140	the	the	DET
easat-6081	112	141	impact	impact	NOUN
easat-6081	112	142	of	of	ADP
easat-6081	112	143	ai	ai	ADJ
easat-6081	112	144	integration	integration	NOUN
easat-6081	112	145	in	in	ADP
easat-6081	112	146	decision	decision	NOUN
easat-6081	112	147	-	-	PUNCT
easat-6081	112	148	making	making	NOUN
easat-6081	112	149	,	,	PUNCT
easat-6081	112	150	data	data	NOUN
easat-6081	112	151	-	-	PUNCT
easat-6081	112	152	driven	drive	VERB
easat-6081	112	153	decision	decision	NOUN
easat-6081	112	154	-	-	PUNCT
easat-6081	112	155	making	make	VERB
easat-6081	112	156	capabilities	capability	NOUN
easat-6081	112	157	,	,	PUNCT
easat-6081	112	158	ethical	ethical	ADJ
easat-6081	112	159	and	and	CCONJ
easat-6081	112	160	security	security	NOUN
easat-6081	112	161	challenges	challenge	NOUN
easat-6081	112	162	,	,	PUNCT
easat-6081	112	163	human	human	ADJ
easat-6081	112	164	oversight	oversight	NOUN
easat-6081	112	165	and	and	CCONJ
easat-6081	112	166	intervention	intervention	NOUN
easat-6081	112	167	,	,	PUNCT
easat-6081	112	168	and	and	CCONJ
easat-6081	112	169	regulatory	regulatory	ADJ
easat-6081	112	170	and	and	CCONJ
easat-6081	112	171	ethical	ethical	ADJ
easat-6081	112	172	compliance	compliance	NOUN
easat-6081	112	173	on	on	ADP
easat-6081	112	174	the	the	DET
easat-6081	112	175	effectiveness	effectiveness	NOUN
easat-6081	112	176	of	of	ADP
easat-6081	112	177	ai	ai	ADJ
easat-6081	112	178	-	-	PUNCT
easat-6081	112	179	driven	drive	VERB
easat-6081	112	180	decision	decision	NOUN
easat-6081	112	181	-	-	PUNCT
easat-6081	112	182	making	making	NOUN
easat-6081	112	183	.	.	PUNCT
easat-6081	113	1	the	the	DET
easat-6081	113	2	regression	regression	NOUN
easat-6081	113	3	analysis	analysis	NOUN
easat-6081	113	4	confirms	confirm	VERB
easat-6081	113	5	that	that	SCONJ
easat-6081	113	6	human	human	ADJ
easat-6081	113	7	oversight	oversight	NOUN
easat-6081	113	8	and	and	CCONJ
easat-6081	113	9	regulatory	regulatory	ADJ
easat-6081	113	10	compliance	compliance	NOUN
easat-6081	113	11	play	play	VERB
easat-6081	113	12	the	the	DET
easat-6081	113	13	most	most	ADV
easat-6081	113	14	critical	critical	ADJ
easat-6081	113	15	role	role	NOUN
easat-6081	113	16	in	in	ADP
easat-6081	113	17	ensuring	ensure	VERB
easat-6081	113	18	ai	ai	VERB
easat-6081	113	19	-	-	PUNCT
easat-6081	113	20	driven	drive	VERB
easat-6081	113	21	decision	decision	NOUN
easat-6081	113	22	-	-	PUNCT
easat-6081	113	23	making	make	VERB
easat-6081	113	24	effectiveness	effectiveness	NOUN
easat-6081	113	25	.	.	PUNCT
easat-6081	114	1	while	while	SCONJ
easat-6081	114	2	ai	ai	VERB
easat-6081	114	3	integration	integration	NOUN
easat-6081	114	4	and	and	CCONJ
easat-6081	114	5	data	data	NOUN
easat-6081	114	6	-	-	PUNCT
easat-6081	114	7	driven	drive	VERB
easat-6081	114	8	decision	decision	NOUN
easat-6081	114	9	-	-	PUNCT
easat-6081	114	10	making	making	NOUN
easat-6081	114	11	contribute	contribute	NOUN
easat-6081	114	12	directly	directly	ADV
easat-6081	114	13	,	,	PUNCT
easat-6081	114	14	ethical	ethical	ADJ
easat-6081	114	15	and	and	CCONJ
easat-6081	114	16	security	security	NOUN
easat-6081	114	17	challenges	challenge	NOUN
easat-6081	114	18	primarily	primarily	ADV
easat-6081	114	19	exert	exert	VERB
easat-6081	114	20	an	an	DET
easat-6081	114	21	indirect	indirect	ADJ
easat-6081	114	22	effect	effect	NOUN
easat-6081	114	23	via	via	ADP
easat-6081	114	24	compliance	compliance	NOUN
easat-6081	114	25	and	and	CCONJ
easat-6081	114	26	oversight	oversight	NOUN
easat-6081	114	27	mechanisms	mechanism	NOUN
easat-6081	114	28	.	.	PUNCT
easat-6081	115	1	these	these	DET
easat-6081	115	2	findings	finding	NOUN
easat-6081	115	3	emphasize	emphasize	VERB
easat-6081	115	4	that	that	SCONJ
easat-6081	115	5	effective	effective	ADJ
easat-6081	115	6	ai	ai	VERB
easat-6081	115	7	decision	decision	NOUN
easat-6081	115	8	-	-	PUNCT
easat-6081	115	9	making	making	NOUN
easat-6081	115	10	requires	require	VERB
easat-6081	115	11	not	not	PART
easat-6081	115	12	only	only	ADV
easat-6081	115	13	advanced	advanced	ADJ
easat-6081	115	14	technology	technology	NOUN
easat-6081	115	15	but	but	CCONJ
easat-6081	115	16	also	also	ADV
easat-6081	115	17	strong	strong	ADJ
easat-6081	115	18	governance	governance	NOUN
easat-6081	115	19	frameworks	framework	NOUN
easat-6081	115	20	and	and	CCONJ
easat-6081	115	21	human	human	ADJ
easat-6081	115	22	supervision	supervision	NOUN
easat-6081	115	23	.	.	PUNCT
easat-6081	116	1	3.1.4	3.1.4	X
easat-6081	116	2	.	.	PUNCT
easat-6081	116	3	confirmatory	confirmatory	NOUN
easat-6081	116	4	factor	factor	NOUN
easat-6081	116	5	analysis	analysis	NOUN
easat-6081	116	6	(	(	PUNCT
easat-6081	116	7	cfa	cfa	NOUN
easat-6081	116	8	)	)	PUNCT
easat-6081	116	9	this	this	DET
easat-6081	116	10	study	study	NOUN
easat-6081	116	11	's	's	PART
easat-6081	116	12	measurement	measurement	NOUN
easat-6081	116	13	model	model	NOUN
easat-6081	116	14	consists	consist	VERB
easat-6081	116	15	of	of	ADP
easat-6081	116	16	six	six	NUM
easat-6081	116	17	latent	latent	NOUN
easat-6081	116	18	variables	variable	NOUN
easat-6081	116	19	,	,	PUNCT
easat-6081	116	20	each	each	PRON
easat-6081	116	21	measured	measure	VERB
easat-6081	116	22	by	by	ADP
easat-6081	116	23	six	six	NUM
easat-6081	116	24	observed	observed	ADJ
easat-6081	116	25	indicators	indicator	NOUN
easat-6081	116	26	:	:	PUNCT
easat-6081	116	27	1	1	X
easat-6081	116	28	)	)	PUNCT
easat-6081	116	29	ai	ai	VERB
easat-6081	116	30	integration	integration	NOUN
easat-6081	116	31	in	in	ADP
easat-6081	116	32	decision	decision	NOUN
easat-6081	116	33	-	-	PUNCT
easat-6081	116	34	making	make	VERB
easat-6081	116	35	processes	process	NOUN
easat-6081	116	36	(	(	PUNCT
easat-6081	116	37	dmp	dmp	NOUN
easat-6081	116	38	)	)	PUNCT
easat-6081	116	39	2	2	NUM
easat-6081	116	40	)	)	PUNCT
easat-6081	116	41	data	data	NOUN
easat-6081	116	42	-	-	PUNCT
easat-6081	116	43	driven	drive	VERB
easat-6081	116	44	decision	decision	NOUN
easat-6081	116	45	-	-	PUNCT
easat-6081	116	46	making	make	VERB
easat-6081	116	47	capabilities	capability	NOUN
easat-6081	116	48	(	(	PUNCT
easat-6081	116	49	dmc	dmc	NOUN
easat-6081	116	50	)	)	PUNCT
easat-6081	116	51	3	3	NUM
easat-6081	116	52	)	)	PUNCT
easat-6081	116	53	ethical	ethical	ADJ
easat-6081	116	54	and	and	CCONJ
easat-6081	116	55	security	security	NOUN
easat-6081	116	56	challenges	challenge	NOUN
easat-6081	116	57	(	(	PUNCT
easat-6081	116	58	esc	esc	NOUN
easat-6081	116	59	)	)	PUNCT
easat-6081	116	60	4	4	NUM
easat-6081	116	61	)	)	PUNCT
easat-6081	116	62	human	human	ADJ
easat-6081	116	63	oversight	oversight	NOUN
easat-6081	116	64	and	and	CCONJ
easat-6081	116	65	intervention	intervention	NOUN
easat-6081	116	66	(	(	PUNCT
easat-6081	116	67	hoi	hoi	ADJ
easat-6081	116	68	)	)	PUNCT
easat-6081	116	69	5	5	NUM
easat-6081	116	70	)	)	PUNCT
easat-6081	116	71	regulatory	regulatory	ADJ
easat-6081	116	72	and	and	CCONJ
easat-6081	116	73	ethical	ethical	ADJ
easat-6081	116	74	compliance	compliance	NOUN
easat-6081	116	75	(	(	PUNCT
easat-6081	116	76	rec	rec	NOUN
easat-6081	116	77	)	)	PUNCT
easat-6081	116	78	6	6	NUM
easat-6081	116	79	)	)	PUNCT
easat-6081	116	80	effectiveness	effectiveness	NOUN
easat-6081	116	81	of	of	ADP
easat-6081	116	82	ai	ai	ADJ
easat-6081	116	83	-	-	PUNCT
easat-6081	116	84	driven	drive	VERB
easat-6081	116	85	decision	decision	NOUN
easat-6081	116	86	-	-	PUNCT
easat-6081	116	87	making	making	NOUN
easat-6081	116	88	(	(	PUNCT
easat-6081	116	89	aie	aie	PROPN
easat-6081	116	90	)	)	PUNCT
easat-6081	116	91	the	the	DET
easat-6081	116	92	cfa	cfa	PROPN
easat-6081	116	93	results	result	VERB
easat-6081	116	94	,	,	PUNCT
easat-6081	116	95	as	as	SCONJ
easat-6081	116	96	illustrated	illustrate	VERB
easat-6081	116	97	in	in	ADP
easat-6081	116	98	the	the	DET
easat-6081	116	99	structural	structural	ADJ
easat-6081	116	100	path	path	NOUN
easat-6081	116	101	diagram	diagram	NOUN
easat-6081	116	102	,	,	PUNCT
easat-6081	116	103	indicate	indicate	VERB
easat-6081	116	104	the	the	DET
easat-6081	116	105	measurement	measurement	NOUN
easat-6081	116	106	model	model	NOUN
easat-6081	116	107	's	's	PART
easat-6081	116	108	robustness	robustness	NOUN
easat-6081	116	109	in	in	ADP
easat-6081	116	110	capturing	capture	VERB
easat-6081	116	111	the	the	DET
easat-6081	116	112	relationships	relationship	NOUN
easat-6081	116	113	between	between	ADP
easat-6081	116	114	observed	observed	ADJ
easat-6081	116	115	variables	variable	NOUN
easat-6081	116	116	(	(	PUNCT
easat-6081	116	117	measurement	measurement	NOUN
easat-6081	116	118	items	item	NOUN
easat-6081	116	119	)	)	PUNCT
easat-6081	116	120	and	and	CCONJ
easat-6081	116	121	their	their	PRON
easat-6081	116	122	respective	respective	ADJ
easat-6081	116	123	latent	latent	NOUN
easat-6081	116	124	constructs	construct	VERB
easat-6081	116	125	.	.	PUNCT
easat-6081	117	1	the	the	DET
easat-6081	117	2	model	model	NOUN
easat-6081	117	3	includes	include	VERB
easat-6081	117	4	six	six	NUM
easat-6081	117	5	latent	latent	NOUN
easat-6081	117	6	variables	variable	NOUN
easat-6081	117	7	shown	show	VERB
easat-6081	117	8	as	as	ADP
easat-6081	117	9	figure	figure	NOUN
easat-6081	117	10	2	2	NUM
easat-6081	117	11	:	:	SYM
easat-6081	117	12	801	801	NUM
easat-6081	117	13	edelweiss	edelweiss	PROPN
easat-6081	117	14	applied	apply	VERB
easat-6081	117	15	science	science	NOUN
easat-6081	117	16	and	and	CCONJ
easat-6081	117	17	technology	technology	NOUN
easat-6081	117	18	issn	issn	PROPN
easat-6081	117	19	:	:	PUNCT
easat-6081	117	20	2576	2576	NUM
easat-6081	117	21	-	-	SYM
easat-6081	117	22	8484	8484	NUM
easat-6081	117	23	vol	vol	NOUN
easat-6081	117	24	.	.	PROPN
easat-6081	118	1	9	9	NUM
easat-6081	118	2	,	,	PUNCT
easat-6081	118	3	no	no	INTJ
easat-6081	118	4	.	.	NOUN
easat-6081	119	1	4	4	NUM
easat-6081	119	2	:	:	PUNCT
easat-6081	119	3	794	794	NUM
easat-6081	119	4	-	-	SYM
easat-6081	119	5	808	808	NUM
easat-6081	119	6	,	,	PUNCT
easat-6081	119	7	2025	2025	NUM
easat-6081	119	8	doi	doi	NOUN
easat-6081	119	9	:	:	PUNCT
easat-6081	119	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	119	11	©	©	PROPN
easat-6081	119	12	2025	2025	NUM
easat-6081	119	13	by	by	ADP
easat-6081	119	14	the	the	DET
easat-6081	119	15	authors	author	NOUN
easat-6081	119	16	;	;	PUNCT
easat-6081	119	17	licensee	licensee	PROPN
easat-6081	119	18	learning	learn	VERB
easat-6081	119	19	gate	gate	NOUN
easat-6081	119	20	figure	figure	NOUN
easat-6081	119	21	2	2	NUM
easat-6081	119	22	.	.	PUNCT
easat-6081	120	1	the	the	DET
easat-6081	120	2	structural	structural	ADJ
easat-6081	120	3	path	path	NOUN
easat-6081	120	4	diagram	diagram	NOUN
easat-6081	120	5	of	of	ADP
easat-6081	120	6	cfa	cfa	PROPN
easat-6081	120	7	.	.	PUNCT
easat-6081	121	1	802	802	NUM
easat-6081	121	2	edelweiss	edelweiss	PROPN
easat-6081	121	3	applied	apply	VERB
easat-6081	121	4	science	science	NOUN
easat-6081	121	5	and	and	CCONJ
easat-6081	121	6	technology	technology	NOUN
easat-6081	121	7	issn	issn	PROPN
easat-6081	121	8	:	:	PUNCT
easat-6081	121	9	2576	2576	NUM
easat-6081	121	10	-	-	SYM
easat-6081	121	11	8484	8484	NUM
easat-6081	121	12	vol	vol	NOUN
easat-6081	121	13	.	.	PROPN
easat-6081	122	1	9	9	NUM
easat-6081	122	2	,	,	PUNCT
easat-6081	122	3	no	no	INTJ
easat-6081	122	4	.	.	NOUN
easat-6081	123	1	4	4	NUM
easat-6081	123	2	:	:	PUNCT
easat-6081	123	3	794	794	NUM
easat-6081	123	4	-	-	SYM
easat-6081	123	5	808	808	NUM
easat-6081	123	6	,	,	PUNCT
easat-6081	123	7	2025	2025	NUM
easat-6081	123	8	doi	doi	NOUN
easat-6081	123	9	:	:	PUNCT
easat-6081	123	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	123	11	©	©	PROPN
easat-6081	123	12	2025	2025	NUM
easat-6081	123	13	by	by	ADP
easat-6081	123	14	the	the	DET
easat-6081	123	15	authors	author	NOUN
easat-6081	123	16	;	;	PUNCT
easat-6081	123	17	licensee	licensee	PROPN
easat-6081	123	18	learning	learning	NOUN
easat-6081	123	19	gate	gate	VERB
easat-6081	123	20	the	the	DET
easat-6081	123	21	cfa	cfa	NOUN
easat-6081	123	22	from	from	ADP
easat-6081	123	23	table	table	NOUN
easat-6081	123	24	2	2	NUM
easat-6081	123	25	results	result	NOUN
easat-6081	123	26	confirm	confirm	VERB
easat-6081	123	27	that	that	SCONJ
easat-6081	123	28	ai	ai	AUX
easat-6081	123	29	-	-	PUNCT
easat-6081	123	30	driven	drive	VERB
easat-6081	123	31	decision	decision	NOUN
easat-6081	123	32	-	-	PUNCT
easat-6081	123	33	making	making	NOUN
easat-6081	123	34	is	be	AUX
easat-6081	123	35	most	most	ADV
easat-6081	123	36	effective	effective	ADJ
easat-6081	123	37	when	when	SCONJ
easat-6081	123	38	supported	support	VERB
easat-6081	123	39	by	by	ADP
easat-6081	123	40	human	human	ADJ
easat-6081	123	41	oversight	oversight	NOUN
easat-6081	123	42	and	and	CCONJ
easat-6081	123	43	strong	strong	ADJ
easat-6081	123	44	ethical	ethical	ADJ
easat-6081	123	45	compliance	compliance	NOUN
easat-6081	123	46	frameworks	framework	NOUN
easat-6081	123	47	.	.	PUNCT
easat-6081	124	1	the	the	DET
easat-6081	124	2	model	model	NOUN
easat-6081	124	3	validates	validate	VERB
easat-6081	124	4	that	that	SCONJ
easat-6081	124	5	data	data	NOUN
easat-6081	124	6	-	-	PUNCT
easat-6081	124	7	driven	drive	VERB
easat-6081	124	8	ai	ai	NOUN
easat-6081	124	9	and	and	CCONJ
easat-6081	124	10	ethical	ethical	ADJ
easat-6081	124	11	security	security	NOUN
easat-6081	124	12	considerations	consideration	NOUN
easat-6081	124	13	play	play	VERB
easat-6081	124	14	a	a	DET
easat-6081	124	15	crucial	crucial	ADJ
easat-6081	124	16	role	role	NOUN
easat-6081	124	17	,	,	PUNCT
easat-6081	124	18	but	but	CCONJ
easat-6081	124	19	their	their	PRON
easat-6081	124	20	impact	impact	NOUN
easat-6081	124	21	is	be	AUX
easat-6081	124	22	amplified	amplify	VERB
easat-6081	124	23	when	when	SCONJ
easat-6081	124	24	coupled	couple	VERB
easat-6081	124	25	with	with	ADP
easat-6081	124	26	human	human	ADJ
easat-6081	124	27	supervision	supervision	NOUN
easat-6081	124	28	and	and	CCONJ
easat-6081	124	29	regulatory	regulatory	ADJ
easat-6081	124	30	policies	policy	NOUN
easat-6081	124	31	.	.	PUNCT
easat-6081	125	1	to	to	PART
easat-6081	125	2	assess	assess	VERB
easat-6081	125	3	the	the	DET
easat-6081	125	4	measurement	measurement	NOUN
easat-6081	125	5	model	model	NOUN
easat-6081	125	6	’s	’s	PART
easat-6081	125	7	goodness	goodness	NOUN
easat-6081	125	8	-	-	PUNCT
easat-6081	125	9	of	of	ADP
easat-6081	125	10	-	-	PUNCT
easat-6081	125	11	fit	fit	ADJ
easat-6081	125	12	,	,	PUNCT
easat-6081	125	13	multiple	multiple	ADJ
easat-6081	125	14	fit	fit	ADJ
easat-6081	125	15	indices	index	NOUN
easat-6081	125	16	were	be	AUX
easat-6081	125	17	examined	examine	VERB
easat-6081	125	18	[	[	X
easat-6081	125	19	6	6	NUM
easat-6081	125	20	]	]	PUNCT
easat-6081	125	21	shown	show	VERB
easat-6081	125	22	as	as	ADP
easat-6081	125	23	table	table	NOUN
easat-6081	125	24	8	8	NUM
easat-6081	125	25	:	:	PUNCT
easat-6081	125	26	table	table	NOUN
easat-6081	125	27	8	8	NUM
easat-6081	125	28	.	.	PUNCT
easat-6081	126	1	the	the	DET
easat-6081	126	2	measurement	measurement	NOUN
easat-6081	126	3	model	model	NOUN
easat-6081	126	4	’s	’s	PART
easat-6081	126	5	goodness	goodness	NOUN
easat-6081	126	6	-	-	PUNCT
easat-6081	126	7	of	of	ADP
easat-6081	126	8	-	-	PUNCT
easat-6081	126	9	fit	fit	NOUN
easat-6081	126	10	.	.	PUNCT
easat-6081	127	1	fit	fit	ADJ
easat-6081	127	2	index	index	NOUN
easat-6081	127	3	recommended	recommend	VERB
easat-6081	127	4	threshold	threshold	PROPN
easat-6081	127	5	cfa	cfa	PROPN
easat-6081	127	6	model	model	PROPN
easat-6081	127	7	result	result	VERB
easat-6081	127	8	chi	chi	ADJ
easat-6081	127	9	-	-	PUNCT
easat-6081	127	10	square	square	ADJ
easat-6081	127	11	/	/	SYM
easat-6081	127	12	df	df	NOUN
easat-6081	127	13	(	(	PUNCT
easat-6081	127	14	χ²/df	χ²/df	PROPN
easat-6081	127	15	)	)	PUNCT
easat-6081	127	16	<	<	X
easat-6081	127	17	3.0	3.0	NUM
easat-6081	127	18	2.634	2.634	NUM
easat-6081	127	19	comparative	comparative	ADJ
easat-6081	127	20	fit	fit	ADJ
easat-6081	127	21	index	index	NOUN
easat-6081	127	22	(	(	PUNCT
easat-6081	127	23	cfi	cfi	PROPN
easat-6081	127	24	)	)	PUNCT
easat-6081	127	25	>	>	X
easat-6081	127	26	0.90	0.90	NUM
easat-6081	127	27	0.942	0.942	NUM
easat-6081	127	28	tucker	tucker	PROPN
easat-6081	127	29	-	-	PUNCT
easat-6081	127	30	lewis	lewis	PROPN
easat-6081	127	31	index	index	NOUN
easat-6081	127	32	(	(	PUNCT
easat-6081	127	33	tli	tli	PROPN
easat-6081	127	34	)	)	PUNCT
easat-6081	127	35	>	>	X
easat-6081	128	1	0.90	0.90	NUM
easat-6081	128	2	0.937	0.937	NUM
easat-6081	128	3	root	root	NOUN
easat-6081	128	4	mean	mean	NOUN
easat-6081	128	5	square	square	ADJ
easat-6081	128	6	error	error	NOUN
easat-6081	128	7	of	of	ADP
easat-6081	128	8	approximation	approximation	NOUN
easat-6081	128	9	(	(	PUNCT
easat-6081	128	10	rmsea	rmsea	NOUN
easat-6081	128	11	)	)	PUNCT
easat-6081	128	12	<	<	X
easat-6081	128	13	0.08	0.08	NUM
easat-6081	128	14	0.058	0.058	NUM
easat-6081	128	15	standardized	standardized	ADJ
easat-6081	128	16	root	root	NOUN
easat-6081	128	17	mean	mean	NOUN
easat-6081	128	18	square	square	ADJ
easat-6081	128	19	residual	residual	ADJ
easat-6081	128	20	(	(	PUNCT
easat-6081	128	21	srmr	srmr	PROPN
easat-6081	128	22	)	)	PUNCT
easat-6081	128	23	<	<	X
easat-6081	128	24	0.08	0.08	NUM
easat-6081	128	25	0.041	0.041	NUM
easat-6081	128	26	table	table	NOUN
easat-6081	128	27	8	8	NUM
easat-6081	128	28	presents	present	VERB
easat-6081	128	29	the	the	DET
easat-6081	128	30	measurement	measurement	NOUN
easat-6081	128	31	model	model	NOUN
easat-6081	128	32	's	's	PART
easat-6081	128	33	goodness	goodness	NOUN
easat-6081	128	34	-	-	PUNCT
easat-6081	128	35	of	of	ADP
easat-6081	128	36	-	-	PUNCT
easat-6081	128	37	fit	fit	NOUN
easat-6081	128	38	using	use	VERB
easat-6081	128	39	multiple	multiple	ADJ
easat-6081	128	40	fit	fit	ADJ
easat-6081	128	41	indices	index	NOUN
easat-6081	128	42	to	to	PART
easat-6081	128	43	assess	assess	VERB
easat-6081	128	44	the	the	DET
easat-6081	128	45	confirmatory	confirmatory	ADJ
easat-6081	128	46	factor	factor	NOUN
easat-6081	128	47	analysis	analysis	NOUN
easat-6081	128	48	(	(	PUNCT
easat-6081	128	49	cfa	cfa	NOUN
easat-6081	128	50	)	)	PUNCT
easat-6081	128	51	model	model	NOUN
easat-6081	128	52	’s	’s	PART
easat-6081	128	53	validity	validity	NOUN
easat-6081	128	54	.	.	PUNCT
easat-6081	129	1	these	these	DET
easat-6081	129	2	indices	index	NOUN
easat-6081	129	3	determine	determine	VERB
easat-6081	129	4	whether	whether	SCONJ
easat-6081	129	5	the	the	DET
easat-6081	129	6	hypothesized	hypothesized	ADJ
easat-6081	129	7	model	model	NOUN
easat-6081	129	8	fits	fit	VERB
easat-6081	129	9	the	the	DET
easat-6081	129	10	collected	collect	VERB
easat-6081	129	11	data	datum	NOUN
easat-6081	129	12	appropriately	appropriately	ADV
easat-6081	129	13	.	.	PUNCT
easat-6081	130	1	803	803	NUM
easat-6081	130	2	edelweiss	edelweiss	PROPN
easat-6081	130	3	applied	apply	VERB
easat-6081	130	4	science	science	NOUN
easat-6081	130	5	and	and	CCONJ
easat-6081	130	6	technology	technology	NOUN
easat-6081	130	7	issn	issn	PROPN
easat-6081	130	8	:	:	PUNCT
easat-6081	130	9	2576	2576	NUM
easat-6081	130	10	-	-	SYM
easat-6081	130	11	8484	8484	NUM
easat-6081	130	12	vol	vol	NOUN
easat-6081	130	13	.	.	PROPN
easat-6081	131	1	9	9	NUM
easat-6081	131	2	,	,	PUNCT
easat-6081	131	3	no	no	INTJ
easat-6081	131	4	.	.	NOUN
easat-6081	132	1	4	4	NUM
easat-6081	132	2	:	:	PUNCT
easat-6081	132	3	794	794	NUM
easat-6081	132	4	-	-	SYM
easat-6081	132	5	808	808	NUM
easat-6081	132	6	,	,	PUNCT
easat-6081	132	7	2025	2025	NUM
easat-6081	132	8	doi	doi	NOUN
easat-6081	132	9	:	:	PUNCT
easat-6081	132	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	132	11	©	©	PROPN
easat-6081	132	12	2025	2025	NUM
easat-6081	132	13	by	by	ADP
easat-6081	132	14	the	the	DET
easat-6081	132	15	authors	author	NOUN
easat-6081	132	16	;	;	PUNCT
easat-6081	132	17	licensee	licensee	PROPN
easat-6081	132	18	learning	learn	VERB
easat-6081	132	19	gate	gate	NOUN
easat-6081	132	20	table	table	NOUN
easat-6081	132	21	9	9	NUM
easat-6081	132	22	.	.	PUNCT
easat-6081	133	1	the	the	DET
easat-6081	133	2	convergent	convergent	NOUN
easat-6081	133	3	validity	validity	NOUN
easat-6081	133	4	and	and	CCONJ
easat-6081	133	5	internal	internal	ADJ
easat-6081	133	6	consistency	consistency	NOUN
easat-6081	133	7	reliability	reliability	NOUN
easat-6081	133	8	of	of	ADP
easat-6081	133	9	the	the	DET
easat-6081	133	10	measurement	measurement	NOUN
easat-6081	133	11	model	model	NOUN
easat-6081	133	12	.	.	PUNCT
easat-6081	134	1	variables	variable	NOUN
easat-6081	134	2	test	test	NOUN
easat-6081	134	3	items	item	NOUN
easat-6081	134	4	standard	standard	ADJ
easat-6081	134	5	load	load	NOUN
easat-6081	134	6	factor	factor	NOUN
easat-6081	134	7	smc	smc	PROPN
easat-6081	134	8	ave	ave	PROPN
easat-6081	134	9	cr	cr	PROPN
easat-6081	134	10	dmp	dmp	PROPN
easat-6081	134	11	dmp1	dmp1	NOUN
easat-6081	134	12	0.812	0.812	NUM
easat-6081	134	13	0.660	0.660	NUM
easat-6081	134	14	0.671	0.671	NUM
easat-6081	134	15	0.925	0.925	NUM
easat-6081	134	16	dmp2	dmp2	ADJ
easat-6081	134	17	0.821	0.821	NUM
easat-6081	134	18	0.674	0.674	NUM
easat-6081	134	19	dmp3	dmp3	NOUN
easat-6081	134	20	0.790	0.790	NUM
easat-6081	134	21	0.624	0.624	NUM
easat-6081	134	22	dmp4	dmp4	NOUN
easat-6081	134	23	0.857	0.857	NUM
easat-6081	134	24	0.735	0.735	NUM
easat-6081	134	25	dmp5	dmp5	NOUN
easat-6081	134	26	0.825	0.825	NUM
easat-6081	134	27	0.681	0.681	NUM
easat-6081	134	28	dmp6	dmp6	NOUN
easat-6081	134	29	0.809	0.809	NUM
easat-6081	134	30	0.654	0.654	NUM
easat-6081	134	31	dmc	dmc	PROPN
easat-6081	134	32	dmc1	dmc1	PROPN
easat-6081	134	33	0.827	0.827	NUM
easat-6081	134	34	0.684	0.684	NUM
easat-6081	134	35	0.670	0.670	NUM
easat-6081	134	36	0.924	0.924	NUM
easat-6081	134	37	dmc2	dmc2	NOUN
easat-6081	134	38	0.828	0.828	NUM
easat-6081	134	39	0.685	0.685	NUM
easat-6081	134	40	dmc3	dmc3	VERB
easat-6081	134	41	0.825	0.825	NUM
easat-6081	134	42	0.680	0.680	NUM
easat-6081	134	43	dmc4	dmc4	PROPN
easat-6081	134	44	0.778	0.778	NUM
easat-6081	134	45	0.605	0.605	NUM
easat-6081	134	46	dmc5	dmc5	PROPN
easat-6081	134	47	0.835	0.835	NUM
easat-6081	134	48	0.697	0.697	NUM
easat-6081	134	49	dmc6	dmc6	NOUN
easat-6081	134	50	0.818	0.818	NUM
easat-6081	134	51	0.669	0.669	NUM
easat-6081	134	52	esc	esc	NOUN
easat-6081	134	53	esc1	esc1	PROPN
easat-6081	134	54	0.833	0.833	NUM
easat-6081	134	55	0.694	0.694	NUM
easat-6081	134	56	0.676	0.676	NUM
easat-6081	134	57	0.926	0.926	NUM
easat-6081	134	58	esc2	esc2	PROPN
easat-6081	134	59	0.836	0.836	NUM
easat-6081	134	60	0.699	0.699	NUM
easat-6081	134	61	esc3	esc3	PROPN
easat-6081	134	62	0.822	0.822	NUM
easat-6081	134	63	0.675	0.675	NUM
easat-6081	134	64	esc4	esc4	NOUN
easat-6081	134	65	0.813	0.813	NUM
easat-6081	134	66	0.661	0.661	NUM
easat-6081	134	67	esc5	esc5	PROPN
easat-6081	134	68	0.791	0.791	NUM
easat-6081	134	69	0.625	0.625	NUM
easat-6081	134	70	esc6	esc6	ADJ
easat-6081	134	71	0.838	0.838	NUM
easat-6081	134	72	0.702	0.702	NUM
easat-6081	134	73	hoi	hoi	PROPN
easat-6081	134	74	hoi1	hoi1	PROPN
easat-6081	134	75	0.810	0.810	NUM
easat-6081	134	76	0.656	0.656	NUM
easat-6081	134	77	0.691	0.691	NUM
easat-6081	134	78	0.931	0.931	NUM
easat-6081	134	79	hoi2	hoi2	NOUN
easat-6081	134	80	0.829	0.829	NUM
easat-6081	134	81	0.688	0.688	NUM
easat-6081	134	82	hoi3	hoi3	NOUN
easat-6081	134	83	0.840	0.840	NUM
easat-6081	134	84	0.705	0.705	NUM
easat-6081	134	85	hoi4	hoi4	PROPN
easat-6081	134	86	0.833	0.833	NUM
easat-6081	134	87	0.694	0.694	NUM
easat-6081	134	88	hoi5	hoi5	PROPN
easat-6081	134	89	0.840	0.840	NUM
easat-6081	134	90	0.706	0.706	NUM
easat-6081	134	91	hoi6	hoi6	PROPN
easat-6081	134	92	0.834	0.834	NUM
easat-6081	134	93	0.696	0.696	NUM
easat-6081	134	94	rec	rec	NOUN
easat-6081	134	95	rec1	rec1	NOUN
easat-6081	134	96	0.819	0.819	NUM
easat-6081	134	97	0.671	0.671	NUM
easat-6081	134	98	0.675	0.675	NUM
easat-6081	134	99	0.926	0.926	NUM
easat-6081	134	100	rec2	rec2	NOUN
easat-6081	134	101	0.820	0.820	NUM
easat-6081	134	102	0.672	0.672	NUM
easat-6081	134	103	rec3	rec3	NOUN
easat-6081	134	104	0.812	0.812	NUM
easat-6081	134	105	0.660	0.660	NUM
easat-6081	134	106	rec4	rec4	VERB
easat-6081	134	107	0.835	0.835	NUM
easat-6081	134	108	0.698	0.698	NUM
easat-6081	134	109	rec5	rec5	PROPN
easat-6081	134	110	0.835	0.835	NUM
easat-6081	134	111	0.697	0.697	NUM
easat-6081	134	112	rec6	rec6	NOUN
easat-6081	134	113	0.806	0.806	NUM
easat-6081	134	114	0.650	0.650	NUM
easat-6081	134	115	aie	aie	PROPN
easat-6081	134	116	aie1	aie1	PROPN
easat-6081	134	117	0.834	0.834	NUM
easat-6081	134	118	0.695	0.695	NUM
easat-6081	134	119	0.664	0.664	NUM
easat-6081	134	120	0.922	0.922	NUM
easat-6081	134	121	aie2	aie2	ADJ
easat-6081	134	122	0.831	0.831	NUM
easat-6081	134	123	0.691	0.691	NUM
easat-6081	134	124	aie3	aie3	NOUN
easat-6081	134	125	0.789	0.789	NUM
easat-6081	134	126	0.623	0.623	NUM
easat-6081	134	127	aie4	aie4	NOUN
easat-6081	134	128	0.823	0.823	NUM
easat-6081	134	129	0.678	0.678	NUM
easat-6081	134	130	aie5	aie5	NOUN
easat-6081	134	131	0.800	0.800	NUM
easat-6081	134	132	0.639	0.639	NUM
easat-6081	134	133	aie6	aie6	NOUN
easat-6081	134	134	0.810	0.810	NUM
easat-6081	134	135	0.656	0.656	NUM
easat-6081	134	136	table	table	NOUN
easat-6081	134	137	9	9	NUM
easat-6081	134	138	evaluates	evaluate	NOUN
easat-6081	134	139	convergent	convergent	ADJ
easat-6081	134	140	validity	validity	NOUN
easat-6081	134	141	and	and	CCONJ
easat-6081	134	142	internal	internal	ADJ
easat-6081	134	143	consistency	consistency	NOUN
easat-6081	134	144	reliability	reliability	NOUN
easat-6081	134	145	for	for	ADP
easat-6081	134	146	six	six	NUM
easat-6081	134	147	constructs	construct	NOUN
easat-6081	134	148	using	use	VERB
easat-6081	134	149	standardized	standardized	ADJ
easat-6081	134	150	loadings	loading	NOUN
easat-6081	134	151	,	,	PUNCT
easat-6081	134	152	squared	square	VERB
easat-6081	134	153	multiple	multiple	ADJ
easat-6081	134	154	correlation	correlation	NOUN
easat-6081	134	155	(	(	PUNCT
easat-6081	134	156	smc	smc	PROPN
easat-6081	134	157	)	)	PUNCT
easat-6081	134	158	,	,	PUNCT
easat-6081	134	159	average	average	ADJ
easat-6081	134	160	variance	variance	NOUN
easat-6081	134	161	extracted	extract	VERB
easat-6081	134	162	(	(	PUNCT
easat-6081	134	163	ave	ave	NOUN
easat-6081	134	164	)	)	PUNCT
easat-6081	134	165	,	,	PUNCT
easat-6081	134	166	and	and	CCONJ
easat-6081	134	167	composite	composite	ADJ
easat-6081	134	168	reliability	reliability	NOUN
easat-6081	134	169	(	(	PUNCT
easat-6081	134	170	cr	cr	NOUN
easat-6081	134	171	)	)	PUNCT
easat-6081	134	172	.	.	PUNCT
easat-6081	135	1	all	all	DET
easat-6081	135	2	standardized	standardized	ADJ
easat-6081	135	3	factor	factor	NOUN
easat-6081	135	4	loadings	loading	NOUN
easat-6081	135	5	exceed	exceed	VERB
easat-6081	135	6	0.70	0.70	NUM
easat-6081	135	7	,	,	PUNCT
easat-6081	135	8	confirming	confirm	VERB
easat-6081	135	9	strong	strong	ADJ
easat-6081	135	10	indicator	indicator	NOUN
easat-6081	135	11	reliability	reliability	NOUN
easat-6081	135	12	.	.	PUNCT
easat-6081	136	1	ave	ave	PROPN
easat-6081	136	2	values	value	NOUN
easat-6081	136	3	surpass	surpass	VERB
easat-6081	136	4	0.50	0.50	NUM
easat-6081	136	5	,	,	PUNCT
easat-6081	136	6	indicating	indicate	VERB
easat-6081	136	7	adequate	adequate	ADJ
easat-6081	136	8	convergent	convergent	NOUN
easat-6081	136	9	validity	validity	NOUN
easat-6081	136	10	.	.	PUNCT
easat-6081	137	1	cr	cr	NOUN
easat-6081	137	2	values	value	NOUN
easat-6081	137	3	exceed	exceed	VERB
easat-6081	137	4	0.90	0.90	NUM
easat-6081	137	5	,	,	PUNCT
easat-6081	137	6	establishing	establish	VERB
easat-6081	137	7	strong	strong	ADJ
easat-6081	137	8	internal	internal	ADJ
easat-6081	137	9	consistency	consistency	NOUN
easat-6081	137	10	reliability	reliability	NOUN
easat-6081	137	11	.	.	PUNCT
easat-6081	138	1	804	804	NUM
easat-6081	138	2	edelweiss	edelweiss	PROPN
easat-6081	138	3	applied	apply	VERB
easat-6081	138	4	science	science	NOUN
easat-6081	138	5	and	and	CCONJ
easat-6081	138	6	technology	technology	NOUN
easat-6081	138	7	issn	issn	PROPN
easat-6081	138	8	:	:	PUNCT
easat-6081	138	9	2576	2576	NUM
easat-6081	138	10	-	-	SYM
easat-6081	138	11	8484	8484	NUM
easat-6081	138	12	vol	vol	NOUN
easat-6081	138	13	.	.	PROPN
easat-6081	139	1	9	9	NUM
easat-6081	139	2	,	,	PUNCT
easat-6081	139	3	no	no	INTJ
easat-6081	139	4	.	.	NOUN
easat-6081	140	1	4	4	NUM
easat-6081	140	2	:	:	PUNCT
easat-6081	140	3	794	794	NUM
easat-6081	140	4	-	-	SYM
easat-6081	140	5	808	808	NUM
easat-6081	140	6	,	,	PUNCT
easat-6081	140	7	2025	2025	NUM
easat-6081	140	8	doi	doi	NOUN
easat-6081	140	9	:	:	PUNCT
easat-6081	140	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	140	11	©	©	PROPN
easat-6081	140	12	2025	2025	NUM
easat-6081	140	13	by	by	ADP
easat-6081	140	14	the	the	DET
easat-6081	140	15	authors	author	NOUN
easat-6081	140	16	;	;	PUNCT
easat-6081	140	17	licensee	licensee	PROPN
easat-6081	140	18	learning	learn	VERB
easat-6081	140	19	gate	gate	NOUN
easat-6081	140	20	table	table	NOUN
easat-6081	140	21	10	10	NUM
easat-6081	140	22	.	.	PUNCT
easat-6081	141	1	pearson	pearson	PROPN
easat-6081	141	2	correlation	correlation	PROPN
easat-6081	141	3	and	and	CCONJ
easat-6081	141	4	ave	ave	PROPN
easat-6081	141	5	square	square	PROPN
easat-6081	141	6	root	root	NOUN
easat-6081	141	7	values	value	NOUN
easat-6081	141	8	.	.	PUNCT
easat-6081	142	1	dmp	dmp	PROPN
easat-6081	142	2	dmc	dmc	PROPN
easat-6081	142	3	esc	esc	PROPN
easat-6081	142	4	hoi	hoi	PROPN
easat-6081	142	5	rec	rec	PROPN
easat-6081	142	6	aie	aie	PROPN
easat-6081	142	7	dmp	dmp	PROPN
easat-6081	142	8	0.819	0.819	NUM
easat-6081	142	9	dmc	dmc	NOUN
easat-6081	142	10	0.670	0.670	NUM
easat-6081	142	11	0.819	0.819	NUM
easat-6081	142	12	esc	esc	NOUN
easat-6081	142	13	0.702	0.702	NUM
easat-6081	142	14	0.730	0.730	NUM
easat-6081	142	15	0.822	0.822	NUM
easat-6081	142	16	hoi	hoi	NOUN
easat-6081	142	17	0.699	0.699	NUM
easat-6081	142	18	0.684	0.684	NUM
easat-6081	142	19	0.685	0.685	NUM
easat-6081	142	20	0.831	0.831	NUM
easat-6081	142	21	rec	rec	NOUN
easat-6081	142	22	0.689	0.689	NUM
easat-6081	142	23	0.654	0.654	NUM
easat-6081	142	24	0.725	0.725	NUM
easat-6081	142	25	0.717	0.717	NUM
easat-6081	142	26	0.821	0.821	NUM
easat-6081	142	27	aie	aie	NOUN
easat-6081	142	28	0.726	0.726	NUM
easat-6081	142	29	0.709	0.709	NUM
easat-6081	142	30	0.708	0.708	NUM
easat-6081	142	31	0.781	0.781	NUM
easat-6081	142	32	0.761	0.761	NUM
easat-6081	142	33	0.815	0.815	NUM
easat-6081	142	34	table	table	NOUN
easat-6081	142	35	10	10	NUM
easat-6081	142	36	presents	present	VERB
easat-6081	142	37	the	the	DET
easat-6081	142	38	pearson	pearson	NOUN
easat-6081	142	39	correlation	correlation	NOUN
easat-6081	142	40	coefficients	coefficient	NOUN
easat-6081	142	41	between	between	ADP
easat-6081	142	42	constructs	construct	NOUN
easat-6081	142	43	alongside	alongside	ADP
easat-6081	142	44	the	the	DET
easat-6081	142	45	square	square	ADJ
easat-6081	142	46	root	root	NOUN
easat-6081	142	47	values	value	NOUN
easat-6081	142	48	of	of	ADP
easat-6081	142	49	the	the	DET
easat-6081	142	50	average	average	ADJ
easat-6081	142	51	variance	variance	NOUN
easat-6081	142	52	extracted	extract	VERB
easat-6081	142	53	(	(	PUNCT
easat-6081	142	54	ave	ave	PROPN
easat-6081	142	55	)	)	PUNCT
easat-6081	142	56	for	for	ADP
easat-6081	142	57	each	each	DET
easat-6081	142	58	construct	construct	NOUN
easat-6081	142	59	.	.	PUNCT
easat-6081	143	1	this	this	DET
easat-6081	143	2	table	table	NOUN
easat-6081	143	3	serves	serve	VERB
easat-6081	143	4	as	as	ADP
easat-6081	143	5	an	an	DET
easat-6081	143	6	assessment	assessment	NOUN
easat-6081	143	7	of	of	ADP
easat-6081	143	8	discriminant	discriminant	ADJ
easat-6081	143	9	validity	validity	NOUN
easat-6081	143	10	,	,	PUNCT
easat-6081	143	11	following	follow	VERB
easat-6081	143	12	the	the	DET
easat-6081	143	13	fornell	fornell	NOUN
easat-6081	143	14	-	-	PUNCT
easat-6081	143	15	larcker	larcker	NOUN
easat-6081	143	16	criterion	criterion	NOUN
easat-6081	143	17	[	[	X
easat-6081	143	18	7	7	NUM
easat-6081	143	19	]	]	PUNCT
easat-6081	143	20	.	.	PUNCT
easat-6081	144	1	each	each	DET
easat-6081	144	2	construct	construct	NOUN
easat-6081	144	3	has	have	VERB
easat-6081	144	4	sufficient	sufficient	ADJ
easat-6081	144	5	discriminant	discriminant	ADJ
easat-6081	144	6	validity	validity	NOUN
easat-6081	144	7	,	,	PUNCT
easat-6081	144	8	meaning	mean	VERB
easat-6081	144	9	that	that	SCONJ
easat-6081	144	10	the	the	DET
easat-6081	144	11	measurement	measurement	NOUN
easat-6081	144	12	items	item	NOUN
easat-6081	144	13	uniquely	uniquely	ADV
easat-6081	144	14	capture	capture	VERB
easat-6081	144	15	their	their	PRON
easat-6081	144	16	intended	intend	VERB
easat-6081	144	17	constructs	construct	NOUN
easat-6081	144	18	.	.	PUNCT
easat-6081	145	1	all	all	DET
easat-6081	145	2	constructs	construct	NOUN
easat-6081	145	3	are	be	AUX
easat-6081	145	4	significantly	significantly	ADV
easat-6081	145	5	correlated	correlate	VERB
easat-6081	145	6	,	,	PUNCT
easat-6081	145	7	supporting	support	VERB
easat-6081	145	8	their	their	PRON
easat-6081	145	9	relevance	relevance	NOUN
easat-6081	145	10	to	to	ADP
easat-6081	145	11	the	the	DET
easat-6081	145	12	research	research	NOUN
easat-6081	145	13	model	model	NOUN
easat-6081	145	14	.	.	PUNCT
easat-6081	146	1	the	the	DET
easat-6081	146	2	strong	strong	ADJ
easat-6081	146	3	relationship	relationship	NOUN
easat-6081	146	4	between	between	ADP
easat-6081	146	5	human	human	ADJ
easat-6081	146	6	oversight	oversight	NOUN
easat-6081	146	7	(	(	PUNCT
easat-6081	146	8	hoi	hoi	ADJ
easat-6081	146	9	)	)	PUNCT
easat-6081	146	10	,	,	PUNCT
easat-6081	146	11	regulatory	regulatory	ADJ
easat-6081	146	12	compliance	compliance	NOUN
easat-6081	146	13	(	(	PUNCT
easat-6081	146	14	rec	rec	NOUN
easat-6081	146	15	)	)	PUNCT
easat-6081	146	16	,	,	PUNCT
easat-6081	146	17	and	and	CCONJ
easat-6081	146	18	ai	ai	AUX
easat-6081	146	19	-	-	PUNCT
easat-6081	146	20	driven	drive	VERB
easat-6081	146	21	decision	decision	NOUN
easat-6081	146	22	effectiveness	effectiveness	NOUN
easat-6081	146	23	(	(	PUNCT
easat-6081	146	24	aie	aie	PROPN
easat-6081	146	25	)	)	PUNCT
easat-6081	146	26	confirms	confirm	VERB
easat-6081	146	27	the	the	DET
easat-6081	146	28	importance	importance	NOUN
easat-6081	146	29	of	of	ADP
easat-6081	146	30	governance	governance	NOUN
easat-6081	146	31	mechanisms	mechanism	NOUN
easat-6081	146	32	in	in	ADP
easat-6081	146	33	ensuring	ensure	VERB
easat-6081	146	34	ai	ai	VERB
easat-6081	146	35	's	's	PART
easat-6081	146	36	effectiveness	effectiveness	NOUN
easat-6081	146	37	in	in	ADP
easat-6081	146	38	decision	decision	NOUN
easat-6081	146	39	-	-	PUNCT
easat-6081	146	40	making	making	NOUN
easat-6081	146	41	.	.	PUNCT
easat-6081	147	1	3.1.5	3.1.5	X
easat-6081	147	2	.	.	PUNCT
easat-6081	147	3	structural	structural	ADJ
easat-6081	147	4	equation	equation	NOUN
easat-6081	147	5	modeling	modeling	NOUN
easat-6081	147	6	(	(	PUNCT
easat-6081	147	7	sem	sem	NOUN
easat-6081	147	8	)	)	PUNCT
easat-6081	147	9	by	by	ADP
easat-6081	147	10	using	use	VERB
easat-6081	147	11	sem	sem	NOUN
easat-6081	147	12	,	,	PUNCT
easat-6081	147	13	this	this	DET
easat-6081	147	14	study	study	NOUN
easat-6081	147	15	provides	provide	VERB
easat-6081	147	16	a	a	DET
easat-6081	147	17	more	more	ADV
easat-6081	147	18	comprehensive	comprehensive	ADJ
easat-6081	147	19	validation	validation	NOUN
easat-6081	147	20	of	of	ADP
easat-6081	147	21	the	the	DET
easat-6081	147	22	hypothesized	hypothesized	ADJ
easat-6081	147	23	relationships	relationship	NOUN
easat-6081	147	24	,	,	PUNCT
easat-6081	147	25	considering	consider	VERB
easat-6081	147	26	both	both	CCONJ
easat-6081	147	27	direct	direct	ADJ
easat-6081	147	28	and	and	CCONJ
easat-6081	147	29	indirect	indirect	ADJ
easat-6081	147	30	effects	effect	NOUN
easat-6081	147	31	of	of	ADP
easat-6081	147	32	ai	ai	NOUN
easat-6081	147	33	-	-	PUNCT
easat-6081	147	34	driven	drive	VERB
easat-6081	147	35	decision	decision	NOUN
easat-6081	147	36	-	-	PUNCT
easat-6081	147	37	making	making	NOUN
easat-6081	147	38	.	.	PUNCT
easat-6081	148	1	this	this	DET
easat-6081	148	2	approach	approach	NOUN
easat-6081	148	3	allows	allow	VERB
easat-6081	148	4	for	for	ADP
easat-6081	148	5	a	a	DET
easat-6081	148	6	deeper	deep	ADJ
easat-6081	148	7	understanding	understanding	NOUN
easat-6081	148	8	of	of	ADP
easat-6081	148	9	how	how	SCONJ
easat-6081	148	10	ai	ai	AUX
easat-6081	148	11	adoption	adoption	NOUN
easat-6081	148	12	impacts	impact	VERB
easat-6081	148	13	organizational	organizational	ADJ
easat-6081	148	14	decision	decision	NOUN
easat-6081	148	15	-	-	PUNCT
easat-6081	148	16	making	make	VERB
easat-6081	148	17	effectiveness	effectiveness	NOUN
easat-6081	148	18	through	through	ADP
easat-6081	148	19	governance	governance	NOUN
easat-6081	148	20	,	,	PUNCT
easat-6081	148	21	compliance	compliance	NOUN
easat-6081	148	22	,	,	PUNCT
easat-6081	148	23	and	and	CCONJ
easat-6081	148	24	ethical	ethical	ADJ
easat-6081	148	25	considerations	consideration	NOUN
easat-6081	148	26	.	.	PUNCT
easat-6081	149	1	figure	figure	NOUN
easat-6081	149	2	3	3	NUM
easat-6081	149	3	shows	show	VERB
easat-6081	149	4	the	the	DET
easat-6081	149	5	sem	sem	NOUN
easat-6081	149	6	framework	framework	NOUN
easat-6081	149	7	.	.	PUNCT
easat-6081	150	1	ai	ai	VERB
easat-6081	150	2	integration	integration	NOUN
easat-6081	150	3	and	and	CCONJ
easat-6081	150	4	data	data	NOUN
easat-6081	150	5	-	-	PUNCT
easat-6081	150	6	driven	drive	VERB
easat-6081	150	7	decision	decision	NOUN
easat-6081	150	8	-	-	PUNCT
easat-6081	150	9	making	make	VERB
easat-6081	150	10	capabilities	capability	NOUN
easat-6081	150	11	positively	positively	ADV
easat-6081	150	12	impact	impact	VERB
easat-6081	150	13	ai	ai	ADJ
easat-6081	150	14	-	-	PUNCT
easat-6081	150	15	driven	drive	VERB
easat-6081	150	16	decision	decision	NOUN
easat-6081	150	17	effectiveness	effectiveness	NOUN
easat-6081	150	18	,	,	PUNCT
easat-6081	150	19	both	both	PRON
easat-6081	150	20	directly	directly	ADV
easat-6081	150	21	and	and	CCONJ
easat-6081	150	22	indirectly	indirectly	ADV
easat-6081	150	23	.	.	PUNCT
easat-6081	151	1	ethical	ethical	ADJ
easat-6081	151	2	and	and	CCONJ
easat-6081	151	3	security	security	NOUN
easat-6081	151	4	challenges	challenge	NOUN
easat-6081	151	5	influence	influence	NOUN
easat-6081	151	6	ai	ai	VERB
easat-6081	151	7	decision	decision	NOUN
easat-6081	151	8	-	-	PUNCT
easat-6081	151	9	making	making	NOUN
easat-6081	151	10	through	through	ADP
easat-6081	151	11	governance	governance	NOUN
easat-6081	151	12	mechanisms	mechanism	NOUN
easat-6081	151	13	like	like	ADP
easat-6081	151	14	human	human	ADJ
easat-6081	151	15	oversight	oversight	NOUN
easat-6081	151	16	and	and	CCONJ
easat-6081	151	17	regulatory	regulatory	ADJ
easat-6081	151	18	compliance	compliance	NOUN
easat-6081	151	19	.	.	PUNCT
easat-6081	152	1	human	human	ADJ
easat-6081	152	2	oversight	oversight	NOUN
easat-6081	152	3	and	and	CCONJ
easat-6081	152	4	regulatory	regulatory	ADJ
easat-6081	152	5	compliance	compliance	NOUN
easat-6081	152	6	are	be	AUX
easat-6081	152	7	significant	significant	ADJ
easat-6081	152	8	mediators	mediator	NOUN
easat-6081	152	9	,	,	PUNCT
easat-6081	152	10	confirming	confirm	VERB
easat-6081	152	11	that	that	SCONJ
easat-6081	152	12	ai	ai	VERB
easat-6081	152	13	alone	alone	ADV
easat-6081	152	14	is	be	AUX
easat-6081	152	15	insufficient	insufficient	ADJ
easat-6081	152	16	for	for	ADP
easat-6081	152	17	effective	effective	ADJ
easat-6081	152	18	decision	decision	NOUN
easat-6081	152	19	-	-	PUNCT
easat-6081	152	20	making	making	NOUN
easat-6081	152	21	without	without	ADP
easat-6081	152	22	appropriate	appropriate	ADJ
easat-6081	152	23	oversight	oversight	NOUN
easat-6081	152	24	.	.	PUNCT
easat-6081	153	1	805	805	NUM
easat-6081	153	2	edelweiss	edelweiss	PROPN
easat-6081	153	3	applied	apply	VERB
easat-6081	153	4	science	science	NOUN
easat-6081	153	5	and	and	CCONJ
easat-6081	153	6	technology	technology	NOUN
easat-6081	153	7	issn	issn	PROPN
easat-6081	153	8	:	:	PUNCT
easat-6081	153	9	2576	2576	NUM
easat-6081	153	10	-	-	SYM
easat-6081	153	11	8484	8484	NUM
easat-6081	153	12	vol	vol	NOUN
easat-6081	153	13	.	.	PROPN
easat-6081	154	1	9	9	NUM
easat-6081	154	2	,	,	PUNCT
easat-6081	154	3	no	no	INTJ
easat-6081	154	4	.	.	NOUN
easat-6081	155	1	4	4	NUM
easat-6081	155	2	:	:	PUNCT
easat-6081	155	3	794	794	NUM
easat-6081	155	4	-	-	SYM
easat-6081	155	5	808	808	NUM
easat-6081	155	6	,	,	PUNCT
easat-6081	155	7	2025	2025	NUM
easat-6081	155	8	doi	doi	NOUN
easat-6081	155	9	:	:	PUNCT
easat-6081	155	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	155	11	©	©	PROPN
easat-6081	155	12	2025	2025	NUM
easat-6081	155	13	by	by	ADP
easat-6081	155	14	the	the	DET
easat-6081	155	15	authors	author	NOUN
easat-6081	155	16	;	;	PUNCT
easat-6081	155	17	licensee	licensee	PROPN
easat-6081	155	18	learning	learn	VERB
easat-6081	155	19	gate	gate	NOUN
easat-6081	155	20	table	table	NOUN
easat-6081	155	21	3	3	NUM
easat-6081	155	22	.	.	PUNCT
easat-6081	155	23	structural	structural	ADJ
easat-6081	155	24	equation	equation	NOUN
easat-6081	155	25	modeling	modeling	NOUN
easat-6081	155	26	(	(	PUNCT
easat-6081	155	27	sem	sem	NOUN
easat-6081	155	28	)	)	PUNCT
easat-6081	155	29	.	.	PUNCT
easat-6081	156	1	thus	thus	ADV
easat-6081	156	2	,	,	PUNCT
easat-6081	156	3	the	the	DET
easat-6081	156	4	structural	structural	ADJ
easat-6081	156	5	equation	equation	NOUN
easat-6081	156	6	model	model	NOUN
easat-6081	156	7	(	(	PUNCT
easat-6081	156	8	sem	sem	NOUN
easat-6081	156	9	)	)	PUNCT
easat-6081	156	10	is	be	AUX
easat-6081	156	11	validated	validate	VERB
easat-6081	156	12	and	and	CCONJ
easat-6081	156	13	well	well	ADV
easat-6081	156	14	-	-	PUNCT
easat-6081	156	15	fitted	fit	VERB
easat-6081	156	16	to	to	ADP
easat-6081	156	17	the	the	DET
easat-6081	156	18	data	datum	NOUN
easat-6081	156	19	,	,	PUNCT
easat-6081	156	20	supporting	support	VERB
easat-6081	156	21	further	further	ADJ
easat-6081	156	22	analysis	analysis	NOUN
easat-6081	156	23	of	of	ADP
easat-6081	156	24	path	path	NOUN
easat-6081	156	25	relationships	relationship	NOUN
easat-6081	156	26	.	.	PUNCT
easat-6081	157	1	806	806	NUM
easat-6081	157	2	edelweiss	edelweiss	PROPN
easat-6081	157	3	applied	apply	VERB
easat-6081	157	4	science	science	NOUN
easat-6081	157	5	and	and	CCONJ
easat-6081	157	6	technology	technology	NOUN
easat-6081	157	7	issn	issn	PROPN
easat-6081	157	8	:	:	PUNCT
easat-6081	157	9	2576	2576	NUM
easat-6081	157	10	-	-	SYM
easat-6081	157	11	8484	8484	NUM
easat-6081	157	12	vol	vol	NOUN
easat-6081	157	13	.	.	PROPN
easat-6081	158	1	9	9	NUM
easat-6081	158	2	,	,	PUNCT
easat-6081	158	3	no	no	INTJ
easat-6081	158	4	.	.	NOUN
easat-6081	159	1	4	4	NUM
easat-6081	159	2	:	:	PUNCT
easat-6081	159	3	794	794	NUM
easat-6081	159	4	-	-	SYM
easat-6081	159	5	808	808	NUM
easat-6081	159	6	,	,	PUNCT
easat-6081	159	7	2025	2025	NUM
easat-6081	159	8	doi	doi	NOUN
easat-6081	159	9	:	:	PUNCT
easat-6081	159	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	159	11	©	©	PROPN
easat-6081	159	12	2025	2025	NUM
easat-6081	159	13	by	by	ADP
easat-6081	159	14	the	the	DET
easat-6081	159	15	authors	author	NOUN
easat-6081	159	16	;	;	PUNCT
easat-6081	159	17	licensee	licensee	PROPN
easat-6081	159	18	learning	learn	VERB
easat-6081	159	19	gate	gate	NOUN
easat-6081	159	20	table	table	NOUN
easat-6081	159	21	11	11	NUM
easat-6081	159	22	.	.	PUNCT
easat-6081	160	1	path	path	NOUN
easat-6081	160	2	analysis	analysis	NOUN
easat-6081	160	3	and	and	CCONJ
easat-6081	160	4	hypothesis	hypothesis	NOUN
easat-6081	160	5	testing	testing	NOUN
easat-6081	160	6	x	x	PUNCT
easat-6081	160	7	(	(	PUNCT
easat-6081	160	8	independent	independent	ADJ
easat-6081	160	9	variable	variable	NOUN
easat-6081	160	10	)	)	PUNCT
easat-6081	160	11	→	→	SYM
easat-6081	160	12	y	y	PROPN
easat-6081	160	13	(	(	PUNCT
easat-6081	160	14	dependent	dependent	ADJ
easat-6081	160	15	variable	variable	NOUN
easat-6081	160	16	)	)	PUNCT
easat-6081	160	17	unstandardized	unstandardized	ADJ
easat-6081	160	18	path	path	NOUN
easat-6081	160	19	coefficient	coefficient	PROPN
easat-6081	160	20	s.e	s.e	PROPN
easat-6081	160	21	.	.	PROPN
easat-6081	160	22	c.r	c.r	PROPN
easat-6081	160	23	.	.	PROPN
easat-6081	161	1	p	p	PROPN
easat-6081	161	2	standardized	standardized	ADJ
easat-6081	161	3	path	path	NOUN
easat-6081	161	4	coefficient	coefficient	NOUN
easat-6081	161	5	ai	ai	VERB
easat-6081	161	6	integration	integration	NOUN
easat-6081	161	7	in	in	ADP
easat-6081	161	8	decision	decision	NOUN
easat-6081	161	9	-	-	PUNCT
easat-6081	161	10	making	make	VERB
easat-6081	161	11	processes	process	NOUN
easat-6081	161	12	→	→	PUNCT
easat-6081	161	13	human	human	ADJ
easat-6081	161	14	oversight	oversight	NOUN
easat-6081	161	15	and	and	CCONJ
easat-6081	161	16	intervention	intervention	NOUN
easat-6081	161	17	0.374	0.374	NUM
easat-6081	161	18	0.078	0.078	NUM
easat-6081	161	19	4.823	4.823	NUM
easat-6081	161	20	*	*	PUNCT
easat-6081	161	21	*	*	PUNCT
easat-6081	161	22	*	*	PUNCT
easat-6081	161	23	0.374	0.374	NUM
easat-6081	161	24	ethical	ethical	ADJ
easat-6081	161	25	and	and	CCONJ
easat-6081	161	26	security	security	NOUN
easat-6081	161	27	challenges	challenge	NOUN
easat-6081	161	28	→	→	SYM
easat-6081	161	29	regulatory	regulatory	ADJ
easat-6081	161	30	and	and	CCONJ
easat-6081	161	31	ethical	ethical	ADJ
easat-6081	161	32	compliance	compliance	NOUN
easat-6081	161	33	0.382	0.382	NUM
easat-6081	161	34	0.078	0.078	NUM
easat-6081	161	35	4.916	4.916	NUM
easat-6081	161	36	*	*	PUNCT
easat-6081	162	1	*	*	PUNCT
easat-6081	162	2	*	*	PUNCT
easat-6081	162	3	0.443	0.443	NUM
easat-6081	162	4	data	data	NOUN
easat-6081	162	5	-	-	PUNCT
easat-6081	162	6	driven	drive	VERB
easat-6081	162	7	decisionmaking	decisionmake	VERB
easat-6081	162	8	capabilities	capability	NOUN
easat-6081	162	9	→	→	SYM
easat-6081	162	10	human	human	ADJ
easat-6081	162	11	oversight	oversight	NOUN
easat-6081	162	12	and	and	CCONJ
easat-6081	162	13	intervention	intervention	NOUN
easat-6081	162	14	0.265	0.265	NUM
easat-6081	162	15	0.081	0.081	NUM
easat-6081	162	16	3.270	3.270	NUM
easat-6081	162	17	0.001	0.001	NUM
easat-6081	162	18	0.268	0.268	NUM
easat-6081	162	19	data	data	NOUN
easat-6081	162	20	-	-	PUNCT
easat-6081	162	21	driven	drive	VERB
easat-6081	162	22	decisionmaking	decisionmake	VERB
easat-6081	162	23	capabilities	capability	NOUN
easat-6081	162	24	→	→	SYM
easat-6081	162	25	regulatory	regulatory	ADJ
easat-6081	162	26	and	and	CCONJ
easat-6081	162	27	ethical	ethical	ADJ
easat-6081	162	28	compliance	compliance	NOUN
easat-6081	162	29	0.121	0.121	NUM
easat-6081	162	30	0.077	0.077	NUM
easat-6081	162	31	1.580	1.580	NUM
easat-6081	162	32	0.114	0.114	NUM
easat-6081	162	33	0.128	0.128	NUM
easat-6081	162	34	ethical	ethical	ADJ
easat-6081	162	35	and	and	CCONJ
easat-6081	162	36	security	security	NOUN
easat-6081	162	37	challenges	challenge	NOUN
easat-6081	162	38	→	→	PUNCT
easat-6081	162	39	human	human	ADJ
easat-6081	162	40	oversight	oversight	NOUN
easat-6081	162	41	and	and	CCONJ
easat-6081	162	42	intervention	intervention	NOUN
easat-6081	162	43	0.226	0.226	NUM
easat-6081	162	44	0.078	0.078	NUM
easat-6081	162	45	2.884	2.884	NUM
easat-6081	162	46	0.004	0.004	NUM
easat-6081	162	47	0.252	0.252	NUM
easat-6081	162	48	ai	ai	NOUN
easat-6081	162	49	integration	integration	NOUN
easat-6081	162	50	in	in	ADP
easat-6081	162	51	decision	decision	NOUN
easat-6081	162	52	-	-	PUNCT
easat-6081	162	53	making	make	VERB
easat-6081	162	54	processes	process	NOUN
easat-6081	162	55	→	→	SYM
easat-6081	162	56	regulatory	regulatory	ADJ
easat-6081	162	57	and	and	CCONJ
easat-6081	162	58	ethical	ethical	ADJ
easat-6081	162	59	compliance	compliance	NOUN
easat-6081	162	60	0.310	0.310	NUM
easat-6081	162	61	0.074	0.074	NUM
easat-6081	162	62	4.200	4.200	NUM
easat-6081	162	63	*	*	PUNCT
easat-6081	162	64	*	*	PUNCT
easat-6081	162	65	*	*	PUNCT
easat-6081	162	66	0.323	0.323	NUM
easat-6081	162	67	ai	ai	NOUN
easat-6081	162	68	integration	integration	NOUN
easat-6081	162	69	in	in	ADP
easat-6081	162	70	decision	decision	NOUN
easat-6081	162	71	-	-	PUNCT
easat-6081	162	72	making	make	VERB
easat-6081	162	73	processes	process	NOUN
easat-6081	162	74	→	→	SYM
easat-6081	162	75	effectiveness	effectiveness	NOUN
easat-6081	162	76	of	of	ADP
easat-6081	162	77	aidriven	aidriven	NOUN
easat-6081	162	78	decisionmaking	decisionmake	VERB
easat-6081	162	79	0.148	0.148	NUM
easat-6081	162	80	0.069	0.069	NUM
easat-6081	162	81	2.156	2.156	NUM
easat-6081	162	82	0.031	0.031	NUM
easat-6081	162	83	0.156	0.156	NUM
easat-6081	162	84	data	data	NOUN
easat-6081	162	85	-	-	PUNCT
easat-6081	162	86	driven	drive	VERB
easat-6081	162	87	decisionmaking	decisionmake	VERB
easat-6081	162	88	capabilities	capability	NOUN
easat-6081	162	89	→	→	SYM
easat-6081	162	90	effectiveness	effectiveness	NOUN
easat-6081	162	91	of	of	ADP
easat-6081	162	92	aidriven	aidriven	NOUN
easat-6081	162	93	decisionmaking	decisionmake	VERB
easat-6081	162	94	0.143	0.143	NUM
easat-6081	162	95	0.066	0.066	NUM
easat-6081	162	96	2.178	2.178	NUM
easat-6081	162	97	0.029	0.029	NUM
easat-6081	162	98	0.154	0.154	NUM
easat-6081	162	99	ethical	ethical	ADJ
easat-6081	162	100	and	and	CCONJ
easat-6081	162	101	security	security	NOUN
easat-6081	162	102	challenges	challenge	NOUN
easat-6081	162	103	→	→	SYM
easat-6081	162	104	effectiveness	effectiveness	NOUN
easat-6081	162	105	of	of	ADP
easat-6081	162	106	aidriven	aidriven	NOUN
easat-6081	162	107	decisionmaking	decisionmake	VERB
easat-6081	162	108	0.002	0.002	NUM
easat-6081	162	109	0.069	0.069	NUM
easat-6081	162	110	0.033	0.033	NUM
easat-6081	162	111	0.974	0.974	NUM
easat-6081	162	112	0.003	0.003	NUM
easat-6081	162	113	human	human	ADJ
easat-6081	162	114	oversight	oversight	NOUN
easat-6081	162	115	and	and	CCONJ
easat-6081	162	116	intervention	intervention	NOUN
easat-6081	162	117	→	→	SYM
easat-6081	162	118	effectiveness	effectiveness	NOUN
easat-6081	162	119	of	of	ADP
easat-6081	162	120	aidriven	aidriven	NOUN
easat-6081	162	121	decisionmaking	decisionmake	VERB
easat-6081	162	122	0.359	0.359	NUM
easat-6081	162	123	0.067	0.067	NUM
easat-6081	162	124	5.358	5.358	NUM
easat-6081	162	125	*	*	PUNCT
easat-6081	162	126	*	*	PUNCT
easat-6081	162	127	*	*	PUNCT
easat-6081	162	128	0.381	0.381	NUM
easat-6081	162	129	regulatory	regulatory	ADJ
easat-6081	162	130	and	and	CCONJ
easat-6081	162	131	ethical	ethical	ADJ
easat-6081	162	132	compliance	compliance	NOUN
easat-6081	162	133	→	→	SYM
easat-6081	162	134	effectiveness	effectiveness	NOUN
easat-6081	162	135	of	of	ADP
easat-6081	162	136	aidriven	aidriven	NOUN
easat-6081	162	137	decisionmaking	decisionmake	VERB
easat-6081	162	138	0.308	0.308	NUM
easat-6081	162	139	0.071	0.071	NUM
easat-6081	162	140	4.337	4.337	NUM
easat-6081	162	141	*	*	PUNCT
easat-6081	162	142	*	*	PUNCT
easat-6081	162	143	*	*	PUNCT
easat-6081	162	144	0.314	0.314	NUM
easat-6081	162	145	table	table	NOUN
easat-6081	162	146	11	11	NUM
easat-6081	162	147	presents	present	NOUN
easat-6081	162	148	path	path	NOUN
easat-6081	162	149	analysis	analysis	NOUN
easat-6081	162	150	results	result	NOUN
easat-6081	162	151	,	,	PUNCT
easat-6081	162	152	which	which	PRON
easat-6081	162	153	test	test	VERB
easat-6081	162	154	the	the	DET
easat-6081	162	155	relationships	relationship	NOUN
easat-6081	162	156	between	between	ADP
easat-6081	162	157	independent	independent	ADJ
easat-6081	162	158	variables	variable	NOUN
easat-6081	162	159	(	(	PUNCT
easat-6081	162	160	x	x	X
easat-6081	162	161	)	)	PUNCT
easat-6081	162	162	,	,	PUNCT
easat-6081	162	163	dependent	dependent	ADJ
easat-6081	162	164	variables	variable	NOUN
easat-6081	162	165	(	(	PUNCT
easat-6081	162	166	y	y	NOUN
easat-6081	162	167	)	)	PUNCT
easat-6081	162	168	,	,	PUNCT
easat-6081	162	169	and	and	CCONJ
easat-6081	162	170	mediating	mediate	VERB
easat-6081	162	171	variables	variable	NOUN
easat-6081	162	172	using	use	VERB
easat-6081	162	173	structural	structural	ADJ
easat-6081	162	174	equation	equation	NOUN
easat-6081	162	175	modeling	modeling	NOUN
easat-6081	162	176	(	(	PUNCT
easat-6081	162	177	sem	sem	NOUN
easat-6081	162	178	)	)	PUNCT
easat-6081	162	179	.	.	PUNCT
easat-6081	163	1	the	the	DET
easat-6081	163	2	analysis	analysis	NOUN
easat-6081	163	3	includes	include	VERB
easat-6081	163	4	unstandardized	unstandardized	ADJ
easat-6081	163	5	and	and	CCONJ
easat-6081	163	6	standardized	standardized	ADJ
easat-6081	163	7	path	path	NOUN
easat-6081	163	8	coefficients	coefficient	NOUN
easat-6081	163	9	,	,	PUNCT
easat-6081	163	10	standard	standard	ADJ
easat-6081	163	11	errors	error	NOUN
easat-6081	163	12	,	,	PUNCT
easat-6081	163	13	critical	critical	ADJ
easat-6081	163	14	ratios	ratio	NOUN
easat-6081	163	15	(	(	PUNCT
easat-6081	163	16	c.r	c.r	PROPN
easat-6081	163	17	.	.	PROPN
easat-6081	163	18	)	)	PUNCT
easat-6081	163	19	,	,	PUNCT
easat-6081	163	20	and	and	CCONJ
easat-6081	163	21	significance	significance	NOUN
easat-6081	163	22	levels	level	NOUN
easat-6081	163	23	.	.	PUNCT
easat-6081	164	1	the	the	DET
easat-6081	164	2	hypotheses	hypothesis	NOUN
easat-6081	164	3	supporting	support	VERB
easat-6081	164	4	ai	ai	INTJ
easat-6081	164	5	governance	governance	NOUN
easat-6081	164	6	(	(	PUNCT
easat-6081	164	7	hitl	hitl	NOUN
easat-6081	164	8	model	model	NOUN
easat-6081	164	9	)	)	PUNCT
easat-6081	164	10	and	and	CCONJ
easat-6081	164	11	ai	ai	VERB
easat-6081	164	12	ethics	ethic	NOUN
easat-6081	164	13	frameworks	framework	NOUN
easat-6081	164	14	were	be	AUX
easat-6081	164	15	strongly	strongly	ADV
easat-6081	164	16	validated	validate	VERB
easat-6081	164	17	by	by	ADP
easat-6081	164	18	these	these	DET
easat-6081	164	19	findings	finding	NOUN
easat-6081	164	20	.	.	PUNCT
easat-6081	165	1	3.2	3.2	NUM
easat-6081	165	2	.	.	PUNCT
easat-6081	165	3	expected	expect	VERB
easat-6081	165	4	findings	finding	NOUN
easat-6081	165	5	from	from	ADP
easat-6081	165	6	qualitative	qualitative	ADJ
easat-6081	165	7	data	datum	NOUN
easat-6081	165	8	analysis	analysis	NOUN
easat-6081	165	9	the	the	DET
easat-6081	165	10	qualitative	qualitative	ADJ
easat-6081	165	11	data	data	NOUN
easat-6081	165	12	analysis	analysis	NOUN
easat-6081	165	13	is	be	AUX
easat-6081	165	14	expected	expect	VERB
easat-6081	165	15	to	to	PART
easat-6081	165	16	provide	provide	VERB
easat-6081	165	17	deeper	deep	ADJ
easat-6081	165	18	insights	insight	NOUN
easat-6081	165	19	into	into	ADP
easat-6081	165	20	the	the	DET
easat-6081	165	21	role	role	NOUN
easat-6081	165	22	of	of	ADP
easat-6081	165	23	ai	ai	VERB
easat-6081	165	24	in	in	ADP
easat-6081	165	25	organizational	organizational	ADJ
easat-6081	165	26	decision	decision	NOUN
easat-6081	165	27	-	-	PUNCT
easat-6081	165	28	making	making	NOUN
easat-6081	165	29	beyond	beyond	ADP
easat-6081	165	30	statistical	statistical	ADJ
easat-6081	165	31	correlations	correlation	NOUN
easat-6081	165	32	.	.	PUNCT
easat-6081	166	1	by	by	ADP
easat-6081	166	2	analyzing	analyze	VERB
easat-6081	166	3	interviews	interview	NOUN
easat-6081	166	4	with	with	ADP
easat-6081	166	5	executives	executive	NOUN
easat-6081	166	6	,	,	PUNCT
easat-6081	166	7	ai	ai	VERB
easat-6081	166	8	practitioners	practitioner	NOUN
easat-6081	166	9	,	,	PUNCT
easat-6081	166	10	and	and	CCONJ
easat-6081	166	11	decision	decision	NOUN
easat-6081	166	12	-	-	PUNCT
easat-6081	166	13	makers	maker	NOUN
easat-6081	166	14	,	,	PUNCT
easat-6081	166	15	key	key	ADJ
easat-6081	166	16	themes	theme	NOUN
easat-6081	166	17	related	relate	VERB
easat-6081	166	18	to	to	ADP
easat-6081	166	19	ai	ai	VERB
easat-6081	166	20	integration	integration	NOUN
easat-6081	166	21	,	,	PUNCT
easat-6081	166	22	human	human	ADJ
easat-6081	166	23	oversight	oversight	NOUN
easat-6081	166	24	,	,	PUNCT
easat-6081	166	25	and	and	CCONJ
easat-6081	166	26	regulatory	regulatory	ADJ
easat-6081	166	27	challenges	challenge	NOUN
easat-6081	166	28	will	will	AUX
easat-6081	166	29	emerge	emerge	VERB
easat-6081	166	30	.	.	PUNCT
easat-6081	167	1	these	these	DET
easat-6081	167	2	qualitative	qualitative	ADJ
easat-6081	167	3	findings	finding	NOUN
easat-6081	167	4	will	will	AUX
easat-6081	167	5	complement	complement	VERB
easat-6081	167	6	the	the	DET
easat-6081	167	7	quantitative	quantitative	ADJ
easat-6081	167	8	results	result	NOUN
easat-6081	167	9	,	,	PUNCT
easat-6081	167	10	ensuring	ensure	VERB
easat-6081	167	11	a	a	DET
easat-6081	167	12	holistic	holistic	ADJ
easat-6081	167	13	understanding	understanding	NOUN
easat-6081	167	14	of	of	ADP
easat-6081	167	15	ai	ai	NOUN
easat-6081	167	16	’s	’s	PART
easat-6081	167	17	impact	impact	NOUN
easat-6081	167	18	on	on	ADP
easat-6081	167	19	decision	decision	NOUN
easat-6081	167	20	-	-	PUNCT
easat-6081	167	21	making	make	VERB
easat-6081	167	22	processes	process	NOUN
easat-6081	167	23	.	.	PUNCT
easat-6081	168	1	one	one	NUM
easat-6081	168	2	of	of	ADP
easat-6081	168	3	the	the	DET
easat-6081	168	4	anticipated	anticipate	VERB
easat-6081	168	5	findings	finding	NOUN
easat-6081	168	6	is	be	AUX
easat-6081	168	7	that	that	SCONJ
easat-6081	168	8	ai	ai	VERB
easat-6081	168	9	is	be	AUX
easat-6081	168	10	fundamentally	fundamentally	ADV
easat-6081	168	11	reshaping	reshape	VERB
easat-6081	168	12	how	how	SCONJ
easat-6081	168	13	organizations	organization	NOUN
easat-6081	168	14	approach	approach	VERB
easat-6081	168	15	decision	decision	NOUN
easat-6081	168	16	-	-	PUNCT
easat-6081	168	17	making	making	NOUN
easat-6081	168	18	by	by	ADP
easat-6081	168	19	enhancing	enhance	VERB
easat-6081	168	20	efficiency	efficiency	NOUN
easat-6081	168	21	,	,	PUNCT
easat-6081	168	22	reducing	reduce	VERB
easat-6081	168	23	human	human	ADJ
easat-6081	168	24	biases	bias	NOUN
easat-6081	168	25	,	,	PUNCT
easat-6081	168	26	and	and	CCONJ
easat-6081	168	27	enabling	enable	VERB
easat-6081	168	28	data	data	NOUN
easat-6081	168	29	-	-	PUNCT
easat-6081	168	30	driven	drive	VERB
easat-6081	168	31	insights	insight	NOUN
easat-6081	168	32	.	.	PUNCT
easat-6081	169	1	however	however	ADV
easat-6081	169	2	,	,	PUNCT
easat-6081	169	3	qualitative	qualitative	ADJ
easat-6081	169	4	responses	response	NOUN
easat-6081	169	5	may	may	AUX
easat-6081	169	6	reveal	reveal	VERB
easat-6081	169	7	that	that	SCONJ
easat-6081	169	8	while	while	SCONJ
easat-6081	169	9	ai	ai	VERB
easat-6081	169	10	adoption	adoption	NOUN
easat-6081	169	11	improves	improve	VERB
easat-6081	169	12	decision	decision	NOUN
easat-6081	169	13	accuracy	accuracy	NOUN
easat-6081	169	14	,	,	PUNCT
easat-6081	169	15	concerns	concern	NOUN
easat-6081	169	16	regarding	regard	VERB
easat-6081	169	17	ethical	ethical	ADJ
easat-6081	169	18	implications	implication	NOUN
easat-6081	169	19	,	,	PUNCT
easat-6081	169	20	human	human	ADJ
easat-6081	169	21	oversight	oversight	NOUN
easat-6081	169	22	,	,	PUNCT
easat-6081	169	23	and	and	CCONJ
easat-6081	169	24	compliance	compliance	NOUN
easat-6081	169	25	challenges	challenge	NOUN
easat-6081	169	26	persist	persist	VERB
easat-6081	169	27	.	.	PUNCT
easat-6081	170	1	many	many	ADJ
easat-6081	170	2	executives	executive	NOUN
easat-6081	170	3	are	be	AUX
easat-6081	170	4	likely	likely	ADJ
easat-6081	170	5	to	to	PART
easat-6081	170	6	highlight	highlight	VERB
easat-6081	170	7	organizational	organizational	ADJ
easat-6081	170	8	resistance	resistance	NOUN
easat-6081	170	9	,	,	PUNCT
easat-6081	170	10	skill	skill	NOUN
easat-6081	170	11	gaps	gap	NOUN
easat-6081	170	12	,	,	PUNCT
easat-6081	170	13	and	and	CCONJ
easat-6081	170	14	ai	ai	VERB
easat-6081	170	15	’s	’s	PART
easat-6081	170	16	interpretability	interpretability	NOUN
easat-6081	170	17	issues	issue	NOUN
easat-6081	170	18	as	as	ADP
easat-6081	170	19	barriers	barrier	NOUN
easat-6081	170	20	to	to	ADP
easat-6081	170	21	fullscale	fullscale	ADJ
easat-6081	170	22	adoption	adoption	NOUN
easat-6081	170	23	.	.	PUNCT
easat-6081	171	1	moreover	moreover	ADV
easat-6081	171	2	,	,	PUNCT
easat-6081	171	3	ai	ai	VERB
easat-6081	171	4	practitioners	practitioner	NOUN
easat-6081	171	5	may	may	AUX
easat-6081	171	6	emphasize	emphasize	VERB
easat-6081	171	7	the	the	DET
easat-6081	171	8	need	need	NOUN
easat-6081	171	9	for	for	ADP
easat-6081	171	10	a	a	DET
easat-6081	171	11	balanced	balanced	ADJ
easat-6081	171	12	approach	approach	NOUN
easat-6081	171	13	,	,	PUNCT
easat-6081	171	14	ensuring	ensure	VERB
easat-6081	171	15	ai	ai	VERB
easat-6081	171	16	-	-	PUNCT
easat-6081	171	17	assisted	assist	VERB
easat-6081	171	18	decisions	decision	NOUN
easat-6081	171	19	incorporate	incorporate	VERB
easat-6081	171	20	human	human	ADJ
easat-6081	171	21	intuition	intuition	NOUN
easat-6081	171	22	and	and	CCONJ
easat-6081	171	23	ethical	ethical	ADJ
easat-6081	171	24	considerations	consideration	NOUN
easat-6081	171	25	.	.	PUNCT
easat-6081	172	1	discussions	discussion	NOUN
easat-6081	172	2	on	on	ADP
easat-6081	172	3	ai	ai	PRON
easat-6081	172	4	transparency	transparency	NOUN
easat-6081	172	5	and	and	CCONJ
easat-6081	172	6	807	807	NUM
easat-6081	172	7	edelweiss	edelweiss	PROPN
easat-6081	172	8	applied	apply	VERB
easat-6081	172	9	science	science	NOUN
easat-6081	172	10	and	and	CCONJ
easat-6081	172	11	technology	technology	NOUN
easat-6081	172	12	issn	issn	PROPN
easat-6081	172	13	:	:	PUNCT
easat-6081	172	14	2576	2576	NUM
easat-6081	172	15	-	-	SYM
easat-6081	172	16	8484	8484	NUM
easat-6081	172	17	vol	vol	NOUN
easat-6081	172	18	.	.	PROPN
easat-6081	173	1	9	9	NUM
easat-6081	173	2	,	,	PUNCT
easat-6081	173	3	no	no	INTJ
easat-6081	173	4	.	.	NOUN
easat-6081	174	1	4	4	NUM
easat-6081	174	2	:	:	PUNCT
easat-6081	174	3	794	794	NUM
easat-6081	174	4	-	-	SYM
easat-6081	174	5	808	808	NUM
easat-6081	174	6	,	,	PUNCT
easat-6081	174	7	2025	2025	NUM
easat-6081	174	8	doi	doi	NOUN
easat-6081	174	9	:	:	PUNCT
easat-6081	174	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	174	11	©	©	PROPN
easat-6081	174	12	2025	2025	NUM
easat-6081	174	13	by	by	ADP
easat-6081	174	14	the	the	DET
easat-6081	174	15	authors	author	NOUN
easat-6081	174	16	;	;	PUNCT
easat-6081	174	17	licensee	licensee	PROPN
easat-6081	174	18	learning	learn	VERB
easat-6081	174	19	gate	gate	PROPN
easat-6081	174	20	explainability	explainability	NOUN
easat-6081	174	21	will	will	AUX
easat-6081	174	22	likely	likely	ADV
easat-6081	174	23	emerge	emerge	VERB
easat-6081	174	24	as	as	ADP
easat-6081	174	25	recurring	recur	VERB
easat-6081	174	26	concerns	concern	NOUN
easat-6081	174	27	,	,	PUNCT
easat-6081	174	28	supporting	support	VERB
easat-6081	174	29	the	the	DET
easat-6081	174	30	view	view	NOUN
easat-6081	174	31	that	that	SCONJ
easat-6081	174	32	decision	decision	NOUN
easat-6081	174	33	-	-	PUNCT
easat-6081	174	34	makers	maker	NOUN
easat-6081	174	35	must	must	AUX
easat-6081	174	36	understand	understand	VERB
easat-6081	174	37	ai	ai	VERB
easat-6081	174	38	-	-	PUNCT
easat-6081	174	39	generated	generate	VERB
easat-6081	174	40	insights	insight	NOUN
easat-6081	174	41	rather	rather	ADV
easat-6081	174	42	than	than	ADP
easat-6081	174	43	blindly	blindly	ADV
easat-6081	174	44	trusting	trust	VERB
easat-6081	174	45	algorithms	algorithm	NOUN
easat-6081	174	46	.	.	PUNCT
easat-6081	175	1	finally	finally	ADV
easat-6081	175	2	,	,	PUNCT
easat-6081	175	3	interviews	interview	NOUN
easat-6081	175	4	are	be	AUX
easat-6081	175	5	expected	expect	VERB
easat-6081	175	6	to	to	PART
easat-6081	175	7	show	show	VERB
easat-6081	175	8	that	that	SCONJ
easat-6081	175	9	ai	ai	VERB
easat-6081	175	10	effectiveness	effectiveness	NOUN
easat-6081	175	11	varies	vary	VERB
easat-6081	175	12	across	across	ADP
easat-6081	175	13	industries	industry	NOUN
easat-6081	175	14	,	,	PUNCT
easat-6081	175	15	with	with	ADP
easat-6081	175	16	sectors	sector	NOUN
easat-6081	175	17	such	such	ADJ
easat-6081	175	18	as	as	ADP
easat-6081	175	19	finance	finance	NOUN
easat-6081	175	20	,	,	PUNCT
easat-6081	175	21	healthcare	healthcare	PROPN
easat-6081	175	22	,	,	PUNCT
easat-6081	175	23	and	and	CCONJ
easat-6081	175	24	manufacturing	manufacturing	NOUN
easat-6081	175	25	experiencing	experience	VERB
easat-6081	175	26	different	different	ADJ
easat-6081	175	27	levels	level	NOUN
easat-6081	175	28	of	of	ADP
easat-6081	175	29	ai	ai	ADJ
easat-6081	175	30	-	-	PUNCT
easat-6081	175	31	driven	drive	VERB
easat-6081	175	32	transformation	transformation	NOUN
easat-6081	175	33	.	.	PUNCT
easat-6081	176	1	4	4	X
easat-6081	176	2	.	.	X
easat-6081	176	3	conclusion	conclusion	VERB
easat-6081	176	4	artificial	artificial	ADJ
easat-6081	176	5	intelligence	intelligence	NOUN
easat-6081	176	6	(	(	PUNCT
easat-6081	176	7	ai	ai	NOUN
easat-6081	176	8	)	)	PUNCT
easat-6081	176	9	significantly	significantly	ADV
easat-6081	176	10	enhances	enhance	VERB
easat-6081	176	11	organizational	organizational	ADJ
easat-6081	176	12	decision	decision	NOUN
easat-6081	176	13	-	-	PUNCT
easat-6081	176	14	making	making	NOUN
easat-6081	176	15	by	by	ADP
easat-6081	176	16	improving	improve	VERB
easat-6081	176	17	efficiency	efficiency	NOUN
easat-6081	176	18	,	,	PUNCT
easat-6081	176	19	speed	speed	NOUN
easat-6081	176	20	,	,	PUNCT
easat-6081	176	21	and	and	CCONJ
easat-6081	176	22	analytical	analytical	ADJ
easat-6081	176	23	capacity	capacity	NOUN
easat-6081	176	24	.	.	PUNCT
easat-6081	177	1	it	it	PRON
easat-6081	177	2	supports	support	VERB
easat-6081	177	3	real	real	ADJ
easat-6081	177	4	-	-	PUNCT
easat-6081	177	5	time	time	NOUN
easat-6081	177	6	insights	insight	NOUN
easat-6081	177	7	,	,	PUNCT
easat-6081	177	8	automation	automation	NOUN
easat-6081	177	9	of	of	ADP
easat-6081	177	10	repetitive	repetitive	ADJ
easat-6081	177	11	tasks	task	NOUN
easat-6081	177	12	,	,	PUNCT
easat-6081	177	13	and	and	CCONJ
easat-6081	177	14	predictive	predictive	ADJ
easat-6081	177	15	accuracy	accuracy	NOUN
easat-6081	177	16	.	.	PUNCT
easat-6081	178	1	however	however	ADV
easat-6081	178	2	,	,	PUNCT
easat-6081	178	3	these	these	DET
easat-6081	178	4	benefits	benefit	NOUN
easat-6081	178	5	must	must	AUX
easat-6081	178	6	be	be	AUX
easat-6081	178	7	balanced	balance	VERB
easat-6081	178	8	with	with	ADP
easat-6081	178	9	risks	risk	NOUN
easat-6081	178	10	involving	involve	VERB
easat-6081	178	11	fairness	fairness	NOUN
easat-6081	178	12	,	,	PUNCT
easat-6081	178	13	accountability	accountability	NOUN
easat-6081	178	14	,	,	PUNCT
easat-6081	178	15	and	and	CCONJ
easat-6081	178	16	social	social	ADJ
easat-6081	178	17	impact	impact	NOUN
easat-6081	178	18	.	.	PUNCT
easat-6081	179	1	according	accord	VERB
easat-6081	179	2	to	to	ADP
easat-6081	179	3	dignum	dignum	NOUN
easat-6081	179	4	[	[	X
easat-6081	179	5	8	8	NUM
easat-6081	179	6	]	]	SYM
easat-6081	179	7	ai	ai	VERB
easat-6081	179	8	systems	system	NOUN
easat-6081	179	9	must	must	AUX
easat-6081	179	10	be	be	AUX
easat-6081	179	11	developed	develop	VERB
easat-6081	179	12	with	with	ADP
easat-6081	179	13	embedded	embed	VERB
easat-6081	179	14	ethical	ethical	ADJ
easat-6081	179	15	reasoning	reasoning	NOUN
easat-6081	179	16	and	and	CCONJ
easat-6081	179	17	human	human	ADJ
easat-6081	179	18	-	-	PUNCT
easat-6081	179	19	centric	centric	ADJ
easat-6081	179	20	values	value	NOUN
easat-6081	179	21	,	,	PUNCT
easat-6081	179	22	which	which	PRON
easat-6081	179	23	go	go	VERB
easat-6081	179	24	beyond	beyond	ADP
easat-6081	179	25	technical	technical	ADJ
easat-6081	179	26	performance	performance	NOUN
easat-6081	179	27	.	.	PUNCT
easat-6081	180	1	this	this	PRON
easat-6081	180	2	aligns	align	VERB
easat-6081	180	3	with	with	ADP
easat-6081	180	4	the	the	DET
easat-6081	180	5	call	call	NOUN
easat-6081	180	6	for	for	ADP
easat-6081	180	7	valuesensitive	valuesensitive	ADJ
easat-6081	180	8	design	design	NOUN
easat-6081	180	9	to	to	PART
easat-6081	180	10	ensure	ensure	VERB
easat-6081	180	11	ai	ai	AUX
easat-6081	180	12	not	not	PART
easat-6081	180	13	only	only	ADV
easat-6081	180	14	operates	operate	VERB
easat-6081	180	15	efficiently	efficiently	ADV
easat-6081	180	16	but	but	CCONJ
easat-6081	180	17	also	also	ADV
easat-6081	180	18	respects	respect	VERB
easat-6081	180	19	societal	societal	ADJ
easat-6081	180	20	norms	norm	NOUN
easat-6081	180	21	and	and	CCONJ
easat-6081	180	22	user	user	NOUN
easat-6081	180	23	expectations	expectation	NOUN
easat-6081	181	1	[	[	X
easat-6081	181	2	9	9	NUM
easat-6081	181	3	]	]	PUNCT
easat-6081	181	4	.	.	PUNCT
easat-6081	182	1	thus	thus	ADV
easat-6081	182	2	,	,	PUNCT
easat-6081	182	3	organizations	organization	NOUN
easat-6081	182	4	must	must	AUX
easat-6081	182	5	implement	implement	VERB
easat-6081	182	6	transparent	transparent	ADJ
easat-6081	182	7	,	,	PUNCT
easat-6081	182	8	explainable	explainable	ADJ
easat-6081	182	9	ai	ai	NOUN
easat-6081	182	10	governance	governance	NOUN
easat-6081	182	11	models	model	NOUN
easat-6081	182	12	and	and	CCONJ
easat-6081	182	13	foster	foster	VERB
easat-6081	182	14	a	a	DET
easat-6081	182	15	culture	culture	NOUN
easat-6081	182	16	of	of	ADP
easat-6081	182	17	responsible	responsible	ADJ
easat-6081	182	18	innovation	innovation	NOUN
easat-6081	182	19	.	.	PUNCT
easat-6081	183	1	ultimately	ultimately	ADV
easat-6081	183	2	,	,	PUNCT
easat-6081	183	3	effective	effective	ADJ
easat-6081	183	4	ai	ai	ADJ
easat-6081	183	5	-	-	PUNCT
easat-6081	183	6	driven	drive	VERB
easat-6081	183	7	decision	decision	NOUN
easat-6081	183	8	-	-	PUNCT
easat-6081	183	9	making	making	NOUN
easat-6081	183	10	should	should	AUX
easat-6081	183	11	be	be	AUX
easat-6081	183	12	seen	see	VERB
easat-6081	183	13	as	as	ADP
easat-6081	183	14	a	a	DET
easat-6081	183	15	collaborative	collaborative	ADJ
easat-6081	183	16	human	human	NOUN
easat-6081	183	17	-	-	PUNCT
easat-6081	183	18	ai	ai	NOUN
easat-6081	183	19	process	process	NOUN
easat-6081	183	20	.	.	PUNCT
easat-6081	184	1	by	by	ADP
easat-6081	184	2	embracing	embrace	VERB
easat-6081	184	3	both	both	CCONJ
easat-6081	184	4	technological	technological	ADJ
easat-6081	184	5	advancements	advancement	NOUN
easat-6081	184	6	and	and	CCONJ
easat-6081	184	7	ethical	ethical	ADJ
easat-6081	184	8	foresight	foresight	NOUN
easat-6081	184	9	,	,	PUNCT
easat-6081	184	10	organizations	organization	NOUN
easat-6081	184	11	can	can	AUX
easat-6081	184	12	leverage	leverage	VERB
easat-6081	184	13	ai	ai	VERB
easat-6081	184	14	to	to	PART
easat-6081	184	15	make	make	VERB
easat-6081	184	16	strategic	strategic	ADJ
easat-6081	184	17	decisions	decision	NOUN
easat-6081	184	18	while	while	SCONJ
easat-6081	184	19	maintaining	maintain	VERB
easat-6081	184	20	public	public	ADJ
easat-6081	184	21	trust	trust	NOUN
easat-6081	184	22	and	and	CCONJ
easat-6081	184	23	social	social	ADJ
easat-6081	184	24	legitimacy	legitimacy	NOUN
easat-6081	184	25	.	.	PUNCT
easat-6081	185	1	5	5	X
easat-6081	185	2	.	.	X
easat-6081	185	3	recommendation	recommendation	NOUN
easat-6081	185	4	to	to	PART
easat-6081	185	5	advance	advance	VERB
easat-6081	185	6	responsible	responsible	ADJ
easat-6081	185	7	ai	ai	NOUN
easat-6081	185	8	implementation	implementation	NOUN
easat-6081	185	9	,	,	PUNCT
easat-6081	185	10	organizations	organization	NOUN
easat-6081	185	11	should	should	AUX
easat-6081	185	12	foster	foster	VERB
easat-6081	185	13	interdisciplinary	interdisciplinary	ADJ
easat-6081	185	14	collaboration	collaboration	NOUN
easat-6081	185	15	among	among	ADP
easat-6081	185	16	data	datum	NOUN
easat-6081	185	17	scientists	scientist	NOUN
easat-6081	185	18	,	,	PUNCT
easat-6081	185	19	ethicists	ethicist	NOUN
easat-6081	185	20	,	,	PUNCT
easat-6081	185	21	and	and	CCONJ
easat-6081	185	22	policymakers	policymaker	NOUN
easat-6081	185	23	.	.	PUNCT
easat-6081	186	1	investing	invest	VERB
easat-6081	186	2	in	in	ADP
easat-6081	186	3	ai	ai	PRON
easat-6081	186	4	literacy	literacy	NOUN
easat-6081	186	5	and	and	CCONJ
easat-6081	186	6	ethics	ethic	NOUN
easat-6081	186	7	training	training	NOUN
easat-6081	186	8	is	be	AUX
easat-6081	186	9	essential	essential	ADJ
easat-6081	186	10	for	for	ADP
easat-6081	186	11	equipping	equip	VERB
easat-6081	186	12	decision	decision	NOUN
easat-6081	186	13	-	-	PUNCT
easat-6081	186	14	makers	maker	NOUN
easat-6081	186	15	with	with	ADP
easat-6081	186	16	critical	critical	ADJ
easat-6081	186	17	understanding	understanding	NOUN
easat-6081	186	18	[	[	X
easat-6081	186	19	10	10	NUM
easat-6081	186	20	]	]	PUNCT
easat-6081	186	21	.	.	PUNCT
easat-6081	187	1	moreover	moreover	ADV
easat-6081	187	2	,	,	PUNCT
easat-6081	187	3	governments	government	NOUN
easat-6081	187	4	should	should	AUX
easat-6081	187	5	establish	establish	VERB
easat-6081	187	6	dynamic	dynamic	ADJ
easat-6081	187	7	,	,	PUNCT
easat-6081	187	8	sector	sector	NOUN
easat-6081	187	9	-	-	PUNCT
easat-6081	187	10	specific	specific	ADJ
easat-6081	187	11	ai	ai	ADJ
easat-6081	187	12	regulatory	regulatory	ADJ
easat-6081	187	13	frameworks	framework	NOUN
easat-6081	187	14	to	to	PART
easat-6081	187	15	ensure	ensure	VERB
easat-6081	187	16	adaptability	adaptability	NOUN
easat-6081	187	17	in	in	ADP
easat-6081	187	18	fast	fast	ADV
easat-6081	187	19	-	-	PUNCT
easat-6081	187	20	evolving	evolve	VERB
easat-6081	187	21	industries	industry	NOUN
easat-6081	187	22	[	[	X
easat-6081	187	23	11	11	NUM
easat-6081	187	24	]	]	PUNCT
easat-6081	187	25	.	.	PUNCT
easat-6081	188	1	cross	cross	ADJ
easat-6081	188	2	-	-	ADJ
easat-6081	188	3	sector	sector	ADJ
easat-6081	188	4	partnerships	partnership	NOUN
easat-6081	188	5	and	and	CCONJ
easat-6081	188	6	international	international	ADJ
easat-6081	188	7	dialogue	dialogue	NOUN
easat-6081	188	8	will	will	AUX
easat-6081	188	9	be	be	AUX
easat-6081	188	10	key	key	ADJ
easat-6081	188	11	in	in	ADP
easat-6081	188	12	promoting	promote	VERB
easat-6081	188	13	transparency	transparency	NOUN
easat-6081	188	14	,	,	PUNCT
easat-6081	188	15	fairness	fairness	NOUN
easat-6081	188	16	,	,	PUNCT
easat-6081	188	17	and	and	CCONJ
easat-6081	188	18	inclusiveness	inclusiveness	VERB
easat-6081	188	19	in	in	ADP
easat-6081	188	20	ai	ai	ADJ
easat-6081	188	21	-	-	PUNCT
easat-6081	188	22	driven	drive	VERB
easat-6081	188	23	organizational	organizational	ADJ
easat-6081	188	24	decision	decision	NOUN
easat-6081	188	25	-	-	PUNCT
easat-6081	188	26	making	making	NOUN
easat-6081	188	27	.	.	PUNCT
easat-6081	189	1	transparency	transparency	NOUN
easat-6081	189	2	:	:	PUNCT
easat-6081	189	3	the	the	DET
easat-6081	189	4	authors	author	NOUN
easat-6081	189	5	confirm	confirm	VERB
easat-6081	189	6	that	that	SCONJ
easat-6081	189	7	the	the	DET
easat-6081	189	8	manuscript	manuscript	NOUN
easat-6081	189	9	is	be	AUX
easat-6081	189	10	an	an	DET
easat-6081	189	11	honest	honest	ADJ
easat-6081	189	12	,	,	PUNCT
easat-6081	189	13	accurate	accurate	ADJ
easat-6081	189	14	,	,	PUNCT
easat-6081	189	15	and	and	CCONJ
easat-6081	189	16	transparent	transparent	ADJ
easat-6081	189	17	account	account	NOUN
easat-6081	189	18	of	of	ADP
easat-6081	189	19	the	the	DET
easat-6081	189	20	study	study	NOUN
easat-6081	189	21	;	;	PUNCT
easat-6081	189	22	that	that	SCONJ
easat-6081	189	23	no	no	DET
easat-6081	189	24	vital	vital	ADJ
easat-6081	189	25	features	feature	NOUN
easat-6081	189	26	of	of	ADP
easat-6081	189	27	the	the	DET
easat-6081	189	28	study	study	NOUN
easat-6081	189	29	have	have	AUX
easat-6081	189	30	been	be	AUX
easat-6081	189	31	omitted	omit	VERB
easat-6081	189	32	;	;	PUNCT
easat-6081	189	33	and	and	CCONJ
easat-6081	189	34	that	that	SCONJ
easat-6081	189	35	any	any	DET
easat-6081	189	36	discrepancies	discrepancy	NOUN
easat-6081	189	37	from	from	ADP
easat-6081	189	38	the	the	DET
easat-6081	189	39	study	study	NOUN
easat-6081	189	40	as	as	SCONJ
easat-6081	189	41	planned	plan	VERB
easat-6081	189	42	have	have	AUX
easat-6081	189	43	been	be	AUX
easat-6081	189	44	explained	explain	VERB
easat-6081	189	45	.	.	PUNCT
easat-6081	190	1	this	this	DET
easat-6081	190	2	study	study	NOUN
easat-6081	190	3	followed	follow	VERB
easat-6081	190	4	all	all	DET
easat-6081	190	5	ethical	ethical	ADJ
easat-6081	190	6	practices	practice	NOUN
easat-6081	190	7	during	during	ADP
easat-6081	190	8	writing	writing	NOUN
easat-6081	190	9	.	.	PUNCT
easat-6081	191	1	copyright	copyright	NOUN
easat-6081	191	2	:	:	PUNCT
easat-6081	191	3	©	©	PROPN
easat-6081	191	4	2025	2025	NUM
easat-6081	191	5	by	by	ADP
easat-6081	191	6	the	the	DET
easat-6081	191	7	authors	author	NOUN
easat-6081	191	8	.	.	PUNCT
easat-6081	192	1	this	this	DET
easat-6081	192	2	open	open	ADJ
easat-6081	192	3	-	-	PUNCT
easat-6081	192	4	access	access	NOUN
easat-6081	192	5	article	article	NOUN
easat-6081	192	6	is	be	AUX
easat-6081	192	7	distributed	distribute	VERB
easat-6081	192	8	under	under	ADP
easat-6081	192	9	the	the	DET
easat-6081	192	10	terms	term	NOUN
easat-6081	192	11	and	and	CCONJ
easat-6081	192	12	conditions	condition	NOUN
easat-6081	192	13	of	of	ADP
easat-6081	192	14	the	the	DET
easat-6081	192	15	creative	creative	ADJ
easat-6081	192	16	commons	common	NOUN
easat-6081	192	17	attribution	attribution	NOUN
easat-6081	192	18	(	(	PUNCT
easat-6081	192	19	cc	cc	NOUN
easat-6081	192	20	by	by	ADP
easat-6081	192	21	)	)	PUNCT
easat-6081	192	22	license	license	NOUN
easat-6081	192	23	(	(	PUNCT
easat-6081	192	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6081	192	25	)	)	PUNCT
easat-6081	192	26	.	.	PUNCT
easat-6081	193	1	references	reference	NOUN
easat-6081	193	2	[	[	X
easat-6081	193	3	1	1	X
easat-6081	193	4	]	]	PUNCT
easat-6081	193	5	e.	e.	PROPN
easat-6081	193	6	brynjolfsson	brynjolfsson	PROPN
easat-6081	193	7	and	and	CCONJ
easat-6081	193	8	a.	a.	NOUN
easat-6081	193	9	mcafee	mcafee	NOUN
easat-6081	193	10	,	,	PUNCT
easat-6081	193	11	machine	machine	NOUN
easat-6081	193	12	,	,	PUNCT
easat-6081	193	13	platform	platform	NOUN
easat-6081	193	14	,	,	PUNCT
easat-6081	193	15	crowd	crowd	NOUN
easat-6081	193	16	:	:	PUNCT
easat-6081	193	17	harnessing	harness	VERB
easat-6081	193	18	our	our	PRON
easat-6081	193	19	digital	digital	ADJ
easat-6081	193	20	future	future	NOUN
easat-6081	193	21	.	.	PUNCT
easat-6081	194	1	united	united	PROPN
easat-6081	194	2	states	states	PROPN
easat-6081	194	3	:	:	PUNCT
easat-6081	194	4	w.	w.	PROPN
easat-6081	194	5	w.	w.	PROPN
easat-6081	194	6	norton	norton	PROPN
easat-6081	194	7	&	&	CCONJ
easat-6081	194	8	company	company	PROPN
easat-6081	194	9	,	,	PUNCT
easat-6081	194	10	2017	2017	NUM
easat-6081	194	11	.	.	PUNCT
easat-6081	195	1	[	[	X
easat-6081	195	2	2	2	X
easat-6081	195	3	]	]	X
easat-6081	195	4	y.	y.	PROPN
easat-6081	195	5	r.	r.	PROPN
easat-6081	195	6	shrestha	shrestha	PROPN
easat-6081	195	7	,	,	PUNCT
easat-6081	195	8	s.	s.	PROPN
easat-6081	195	9	m.	m.	PROPN
easat-6081	195	10	ben	ben	PROPN
easat-6081	195	11	-	-	PROPN
easat-6081	195	12	menahem	menahem	PROPN
easat-6081	195	13	,	,	PUNCT
easat-6081	195	14	and	and	CCONJ
easat-6081	195	15	g.	g.	PROPN
easat-6081	195	16	von	von	PROPN
easat-6081	195	17	krogh	krogh	PROPN
easat-6081	195	18	,	,	PUNCT
easat-6081	195	19	"	"	PUNCT
easat-6081	195	20	organizational	organizational	ADJ
easat-6081	195	21	decision	decision	NOUN
easat-6081	195	22	-	-	PUNCT
easat-6081	195	23	making	make	VERB
easat-6081	195	24	structures	structure	NOUN
easat-6081	195	25	in	in	ADP
easat-6081	195	26	the	the	DET
easat-6081	195	27	age	age	NOUN
easat-6081	195	28	of	of	ADP
easat-6081	195	29	artificial	artificial	ADJ
easat-6081	195	30	intelligence	intelligence	NOUN
easat-6081	195	31	,	,	PUNCT
easat-6081	195	32	"	"	PUNCT
easat-6081	195	33	california	california	PROPN
easat-6081	195	34	management	management	PROPN
easat-6081	195	35	review	review	PROPN
easat-6081	195	36	,	,	PUNCT
easat-6081	195	37	vol	vol	NOUN
easat-6081	195	38	.	.	PROPN
easat-6081	195	39	61	61	NUM
easat-6081	195	40	,	,	PUNCT
easat-6081	195	41	no	no	INTJ
easat-6081	195	42	.	.	NOUN
easat-6081	195	43	4	4	NUM
easat-6081	195	44	,	,	PUNCT
easat-6081	195	45	pp	pp	ADJ
easat-6081	195	46	.	.	PUNCT
easat-6081	196	1	66	66	NUM
easat-6081	196	2	-	-	SYM
easat-6081	196	3	83	83	NUM
easat-6081	196	4	,	,	PUNCT
easat-6081	196	5	2019	2019	NUM
easat-6081	196	6	.	.	PUNCT
easat-6081	197	1	https://doi.org/10.1177/0008125619862257	https://doi.org/10.1177/0008125619862257	NOUN
easat-6081	198	1	[	[	X
easat-6081	198	2	3	3	NUM
easat-6081	198	3	]	]	PUNCT
easat-6081	198	4	r.	r.	PROPN
easat-6081	198	5	binns	binns	PROPN
easat-6081	198	6	,	,	PUNCT
easat-6081	198	7	"	"	PUNCT
easat-6081	198	8	fairness	fairness	NOUN
easat-6081	198	9	in	in	ADP
easat-6081	198	10	machine	machine	NOUN
easat-6081	198	11	learning	learning	NOUN
easat-6081	198	12	:	:	PUNCT
easat-6081	198	13	lessons	lesson	NOUN
easat-6081	198	14	from	from	ADP
easat-6081	198	15	political	political	ADJ
easat-6081	198	16	philosophy	philosophy	NOUN
easat-6081	198	17	,	,	PUNCT
easat-6081	198	18	"	"	PUNCT
easat-6081	198	19	in	in	ADP
easat-6081	198	20	proceedings	proceeding	NOUN
easat-6081	198	21	of	of	ADP
easat-6081	198	22	the	the	DET
easat-6081	198	23	2018	2018	NUM
easat-6081	198	24	conference	conference	NOUN
easat-6081	198	25	on	on	ADP
easat-6081	198	26	fairness	fairness	NOUN
easat-6081	198	27	,	,	PUNCT
easat-6081	198	28	accountability	accountability	NOUN
easat-6081	198	29	,	,	PUNCT
easat-6081	198	30	and	and	CCONJ
easat-6081	198	31	transparency	transparency	NOUN
easat-6081	198	32	,	,	PUNCT
easat-6081	198	33	2018	2018	NUM
easat-6081	198	34	,	,	PUNCT
easat-6081	198	35	pp	pp	ADJ
easat-6081	198	36	.	.	PUNCT
easat-6081	199	1	149–159	149–159	NUM
easat-6081	199	2	.	.	PUNCT
easat-6081	200	1	[	[	X
easat-6081	200	2	4	4	X
easat-6081	200	3	]	]	X
easat-6081	200	4	b.	b.	PROPN
easat-6081	200	5	d.	d.	PROPN
easat-6081	200	6	mittelstadt	mittelstadt	PROPN
easat-6081	200	7	,	,	PUNCT
easat-6081	200	8	p.	p.	PROPN
easat-6081	200	9	allo	allo	PROPN
easat-6081	200	10	,	,	PUNCT
easat-6081	200	11	m.	m.	NOUN
easat-6081	200	12	taddeo	taddeo	PROPN
easat-6081	200	13	,	,	PUNCT
easat-6081	200	14	s.	s.	PROPN
easat-6081	200	15	wachter	wachter	PROPN
easat-6081	200	16	,	,	PUNCT
easat-6081	200	17	and	and	CCONJ
easat-6081	200	18	l.	l.	PROPN
easat-6081	200	19	floridi	floridi	PROPN
easat-6081	200	20	,	,	PUNCT
easat-6081	200	21	"	"	PUNCT
easat-6081	200	22	the	the	DET
easat-6081	200	23	ethics	ethic	NOUN
easat-6081	200	24	of	of	ADP
easat-6081	200	25	algorithms	algorithm	NOUN
easat-6081	200	26	:	:	PUNCT
easat-6081	200	27	mapping	map	VERB
easat-6081	200	28	the	the	DET
easat-6081	200	29	debate	debate	NOUN
easat-6081	200	30	,	,	PUNCT
easat-6081	200	31	"	"	PUNCT
easat-6081	200	32	big	big	ADJ
easat-6081	200	33	data	datum	NOUN
easat-6081	200	34	&	&	CCONJ
easat-6081	200	35	society	society	NOUN
easat-6081	200	36	,	,	PUNCT
easat-6081	200	37	vol	vol	NOUN
easat-6081	200	38	.	.	PROPN
easat-6081	201	1	3	3	NUM
easat-6081	201	2	,	,	PUNCT
easat-6081	201	3	no	no	INTJ
easat-6081	201	4	.	.	NOUN
easat-6081	201	5	2	2	NUM
easat-6081	201	6	,	,	PUNCT
easat-6081	201	7	pp	pp	ADJ
easat-6081	201	8	.	.	PUNCT
easat-6081	202	1	1–21	1–21	PROPN
easat-6081	202	2	,	,	PUNCT
easat-6081	202	3	2016	2016	NUM
easat-6081	202	4	.	.	PUNCT
easat-6081	203	1	[	[	X
easat-6081	203	2	5	5	X
easat-6081	203	3	]	]	PUNCT
easat-6081	203	4	s.	s.	PROPN
easat-6081	203	5	yamane	yamane	PROPN
easat-6081	203	6	,	,	PUNCT
easat-6081	203	7	"	"	PUNCT
easat-6081	203	8	localization	localization	NOUN
easat-6081	203	9	of	of	ADP
easat-6081	203	10	amylase	amylase	NOUN
easat-6081	203	11	activity	activity	NOUN
easat-6081	203	12	in	in	ADP
easat-6081	203	13	digestive	digestive	ADJ
easat-6081	203	14	organs	organ	NOUN
easat-6081	203	15	of	of	ADP
easat-6081	203	16	carp	carp	NOUN
easat-6081	203	17	determined	determine	VERB
easat-6081	203	18	by	by	ADP
easat-6081	203	19	a	a	DET
easat-6081	203	20	substrate	substrate	NOUN
easat-6081	203	21	film	film	NOUN
easat-6081	203	22	method	method	NOUN
easat-6081	203	23	,	,	PUNCT
easat-6081	203	24	"	"	PUNCT
easat-6081	203	25	bulletin	bulletin	NOUN
easat-6081	203	26	of	of	ADP
easat-6081	203	27	the	the	DET
easat-6081	203	28	japanese	japanese	ADJ
easat-6081	203	29	society	society	NOUN
easat-6081	203	30	of	of	ADP
easat-6081	203	31	scientific	scientific	ADJ
easat-6081	203	32	fisheries	fishery	NOUN
easat-6081	203	33	,	,	PUNCT
easat-6081	203	34	vol	vol	NOUN
easat-6081	203	35	.	.	PROPN
easat-6081	203	36	39	39	NUM
easat-6081	203	37	,	,	PUNCT
easat-6081	203	38	no	no	INTJ
easat-6081	203	39	.	.	NOUN
easat-6081	203	40	5	5	NUM
easat-6081	203	41	,	,	PUNCT
easat-6081	203	42	pp	pp	ADJ
easat-6081	203	43	.	.	PUNCT
easat-6081	204	1	497	497	NUM
easat-6081	204	2	-	-	SYM
easat-6081	204	3	504	504	NUM
easat-6081	204	4	,	,	PUNCT
easat-6081	204	5	1973	1973	NUM
easat-6081	204	6	.	.	PUNCT
easat-6081	205	1	https://doi.org/10.2331/suisan.39.497	https://doi.org/10.2331/suisan.39.497	NOUN
easat-6081	206	1	[	[	X
easat-6081	206	2	6	6	NUM
easat-6081	206	3	]	]	PUNCT
easat-6081	206	4	r.	r.	PROPN
easat-6081	206	5	m.	m.	PROPN
easat-6081	206	6	byrne	byrne	PROPN
easat-6081	206	7	,	,	PUNCT
easat-6081	206	8	"	"	PUNCT
easat-6081	206	9	counterfactual	counterfactual	ADJ
easat-6081	206	10	thought	thought	NOUN
easat-6081	206	11	,	,	PUNCT
easat-6081	206	12	"	"	PUNCT
easat-6081	206	13	annual	annual	ADJ
easat-6081	206	14	review	review	NOUN
easat-6081	206	15	of	of	ADP
easat-6081	206	16	psychology	psychology	NOUN
easat-6081	206	17	,	,	PUNCT
easat-6081	206	18	vol	vol	NOUN
easat-6081	206	19	.	.	PROPN
easat-6081	206	20	67	67	NUM
easat-6081	206	21	,	,	PUNCT
easat-6081	206	22	no	no	INTJ
easat-6081	206	23	.	.	NOUN
easat-6081	206	24	1	1	NUM
easat-6081	206	25	,	,	PUNCT
easat-6081	206	26	pp	pp	ADJ
easat-6081	206	27	.	.	PUNCT
easat-6081	207	1	135	135	NUM
easat-6081	207	2	-	-	SYM
easat-6081	207	3	157	157	NUM
easat-6081	207	4	,	,	PUNCT
easat-6081	207	5	2016	2016	NUM
easat-6081	207	6	.	.	PUNCT
easat-6081	208	1	[	[	X
easat-6081	208	2	7	7	X
easat-6081	208	3	]	]	X
easat-6081	208	4	c.	c.	PROPN
easat-6081	208	5	fornell	fornell	PROPN
easat-6081	208	6	and	and	CCONJ
easat-6081	208	7	d.	d.	PROPN
easat-6081	208	8	f.	f.	PROPN
easat-6081	208	9	larcker	larcker	PROPN
easat-6081	208	10	,	,	PUNCT
easat-6081	208	11	"	"	PUNCT
easat-6081	208	12	evaluating	evaluate	VERB
easat-6081	208	13	structural	structural	ADJ
easat-6081	208	14	equation	equation	NOUN
easat-6081	208	15	models	model	NOUN
easat-6081	208	16	with	with	ADP
easat-6081	208	17	unobservable	unobservable	ADJ
easat-6081	208	18	variables	variable	NOUN
easat-6081	208	19	and	and	CCONJ
easat-6081	208	20	measurement	measurement	NOUN
easat-6081	208	21	error	error	NOUN
easat-6081	208	22	,	,	PUNCT
easat-6081	208	23	"	"	PUNCT
easat-6081	208	24	journal	journal	NOUN
easat-6081	208	25	of	of	ADP
easat-6081	208	26	marketing	marketing	NOUN
easat-6081	208	27	research	research	NOUN
easat-6081	208	28	,	,	PUNCT
easat-6081	208	29	vol	vol	NOUN
easat-6081	208	30	.	.	PROPN
easat-6081	208	31	18	18	NUM
easat-6081	208	32	,	,	PUNCT
easat-6081	208	33	no	no	INTJ
easat-6081	208	34	.	.	NOUN
easat-6081	208	35	1	1	NUM
easat-6081	208	36	,	,	PUNCT
easat-6081	208	37	pp	pp	ADJ
easat-6081	208	38	.	.	PUNCT
easat-6081	208	39	39	39	NUM
easat-6081	208	40	-	-	SYM
easat-6081	208	41	50	50	NUM
easat-6081	208	42	,	,	PUNCT
easat-6081	208	43	1981	1981	NUM
easat-6081	208	44	.	.	PUNCT
easat-6081	209	1	https://doi.org/10.2307/3151312	https://doi.org/10.2307/3151312	PROPN
easat-6081	209	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6081	209	3	https://doi.org/10.1177/0008125619862257	https://doi.org/10.1177/0008125619862257	PROPN
easat-6081	209	4	https://doi.org/10.2331/suisan.39.497	https://doi.org/10.2331/suisan.39.497	PROPN
easat-6081	209	5	https://doi.org/10.2307/3151312	https://doi.org/10.2307/3151312	PROPN
easat-6081	209	6	808	808	NUM
easat-6081	209	7	edelweiss	edelweiss	PROPN
easat-6081	209	8	applied	apply	VERB
easat-6081	209	9	science	science	NOUN
easat-6081	209	10	and	and	CCONJ
easat-6081	209	11	technology	technology	NOUN
easat-6081	209	12	issn	issn	PROPN
easat-6081	209	13	:	:	PUNCT
easat-6081	209	14	2576	2576	NUM
easat-6081	209	15	-	-	SYM
easat-6081	209	16	8484	8484	NUM
easat-6081	209	17	vol	vol	NOUN
easat-6081	209	18	.	.	PROPN
easat-6081	210	1	9	9	NUM
easat-6081	210	2	,	,	PUNCT
easat-6081	210	3	no	no	INTJ
easat-6081	210	4	.	.	NOUN
easat-6081	211	1	4	4	NUM
easat-6081	211	2	:	:	PUNCT
easat-6081	211	3	794	794	NUM
easat-6081	211	4	-	-	SYM
easat-6081	211	5	808	808	NUM
easat-6081	211	6	,	,	PUNCT
easat-6081	211	7	2025	2025	NUM
easat-6081	211	8	doi	doi	NOUN
easat-6081	211	9	:	:	PUNCT
easat-6081	211	10	10.55214/25768484.v9i4.6081	10.55214/25768484.v9i4.6081	NUM
easat-6081	211	11	©	©	PROPN
easat-6081	211	12	2025	2025	NUM
easat-6081	211	13	by	by	ADP
easat-6081	211	14	the	the	DET
easat-6081	211	15	authors	author	NOUN
easat-6081	211	16	;	;	PUNCT
easat-6081	211	17	licensee	licensee	PROPN
easat-6081	211	18	learning	learning	NOUN
easat-6081	211	19	gate	gate	NOUN
easat-6081	212	1	[	[	X
easat-6081	212	2	8	8	NUM
easat-6081	212	3	]	]	PUNCT
easat-6081	212	4	v.	v.	CCONJ
easat-6081	212	5	dignum	dignum	NOUN
easat-6081	212	6	,	,	PUNCT
easat-6081	212	7	responsible	responsible	ADJ
easat-6081	212	8	artificial	artificial	ADJ
easat-6081	212	9	intelligence	intelligence	NOUN
easat-6081	212	10	:	:	PUNCT
easat-6081	212	11	how	how	SCONJ
easat-6081	212	12	to	to	PART
easat-6081	212	13	develop	develop	VERB
easat-6081	212	14	and	and	CCONJ
easat-6081	212	15	use	use	VERB
easat-6081	212	16	ai	ai	VERB
easat-6081	212	17	in	in	ADP
easat-6081	212	18	a	a	DET
easat-6081	212	19	responsible	responsible	ADJ
easat-6081	212	20	way	way	NOUN
easat-6081	212	21	.	.	PUNCT
easat-6081	213	1	springer	springer	NOUN
easat-6081	213	2	:	:	PUNCT
easat-6081	213	3	switzerland	switzerland	PROPN
easat-6081	213	4	,	,	PUNCT
easat-6081	213	5	2019	2019	NUM
easat-6081	213	6	.	.	PUNCT
easat-6081	214	1	[	[	X
easat-6081	214	2	9	9	NUM
easat-6081	214	3	]	]	X
easat-6081	214	4	b.	b.	PROPN
easat-6081	214	5	friedman	friedman	PROPN
easat-6081	214	6	and	and	CCONJ
easat-6081	214	7	d.	d.	PROPN
easat-6081	214	8	g.	g.	PROPN
easat-6081	214	9	hendry	hendry	PROPN
easat-6081	214	10	,	,	PUNCT
easat-6081	214	11	value	value	NOUN
easat-6081	214	12	sensitive	sensitive	ADJ
easat-6081	214	13	design	design	NOUN
easat-6081	214	14	:	:	PUNCT
easat-6081	214	15	shaping	shape	VERB
easat-6081	214	16	technology	technology	NOUN
easat-6081	214	17	with	with	ADP
easat-6081	214	18	moral	moral	ADJ
easat-6081	214	19	imagination	imagination	NOUN
easat-6081	214	20	.	.	PUNCT
easat-6081	215	1	cambridge	cambridge	PROPN
easat-6081	215	2	,	,	PUNCT
easat-6081	215	3	ma	ma	PROPN
easat-6081	215	4	:	:	PUNCT
easat-6081	215	5	mit	mit	PROPN
easat-6081	215	6	press	press	NOUN
easat-6081	215	7	,	,	PUNCT
easat-6081	215	8	2019	2019	NUM
easat-6081	215	9	.	.	PUNCT
easat-6081	216	1	[	[	X
easat-6081	216	2	10	10	NUM
easat-6081	216	3	]	]	X
easat-6081	216	4	l.	l.	PROPN
easat-6081	216	5	floridi	floridi	PROPN
easat-6081	216	6	and	and	CCONJ
easat-6081	216	7	j.	j.	PROPN
easat-6081	216	8	cowls	cowls	PROPN
easat-6081	216	9	,	,	PUNCT
easat-6081	216	10	"	"	PUNCT
easat-6081	216	11	a	a	DET
easat-6081	216	12	unified	unified	ADJ
easat-6081	216	13	framework	framework	NOUN
easat-6081	216	14	of	of	ADP
easat-6081	216	15	five	five	NUM
easat-6081	216	16	principles	principle	NOUN
easat-6081	216	17	for	for	ADP
easat-6081	216	18	ai	ai	NOUN
easat-6081	216	19	in	in	ADP
easat-6081	216	20	society	society	NOUN
easat-6081	216	21	,	,	PUNCT
easat-6081	216	22	"	"	PUNCT
easat-6081	216	23	machine	machine	NOUN
easat-6081	216	24	learning	learning	NOUN
easat-6081	216	25	and	and	CCONJ
easat-6081	216	26	the	the	DET
easat-6081	216	27	city	city	NOUN
easat-6081	216	28	:	:	PUNCT
easat-6081	216	29	applications	application	NOUN
easat-6081	216	30	in	in	ADP
easat-6081	216	31	architecture	architecture	NOUN
easat-6081	216	32	and	and	CCONJ
easat-6081	216	33	urban	urban	ADJ
easat-6081	216	34	design	design	NOUN
easat-6081	216	35	,	,	PUNCT
easat-6081	216	36	vol	vol	NOUN
easat-6081	216	37	.	.	PUNCT
easat-6081	217	1	144	144	NUM
easat-6081	217	2	,	,	PUNCT
easat-6081	217	3	no	no	INTJ
easat-6081	217	4	.	.	NOUN
easat-6081	217	5	5	5	NUM
easat-6081	217	6	,	,	PUNCT
easat-6081	217	7	pp	pp	ADJ
easat-6081	217	8	.	.	PUNCT
easat-6081	218	1	535	535	NUM
easat-6081	218	2	-	-	SYM
easat-6081	218	3	545	545	NUM
easat-6081	218	4	,	,	PUNCT
easat-6081	218	5	2022	2022	NUM
easat-6081	218	6	.	.	PUNCT
easat-6081	219	1	https://doi.org/10.1162/99608f92.8cd550d1	https://doi.org/10.1162/99608f92.8cd550d1	NOUN
easat-6081	219	2	[	[	X
easat-6081	219	3	11	11	NUM
easat-6081	219	4	]	]	PUNCT
easat-6081	219	5	a.	a.	NOUN
easat-6081	219	6	jobin	jobin	PROPN
easat-6081	219	7	,	,	PUNCT
easat-6081	219	8	m.	m.	NOUN
easat-6081	219	9	ienca	ienca	NOUN
easat-6081	219	10	,	,	PUNCT
easat-6081	219	11	and	and	CCONJ
easat-6081	219	12	e.	e.	PROPN
easat-6081	219	13	vayena	vayena	PROPN
easat-6081	219	14	,	,	PUNCT
easat-6081	219	15	"	"	PUNCT
easat-6081	219	16	the	the	DET
easat-6081	219	17	global	global	ADJ
easat-6081	219	18	landscape	landscape	NOUN
easat-6081	219	19	of	of	ADP
easat-6081	219	20	ai	ai	PROPN
easat-6081	219	21	ethics	ethic	NOUN
easat-6081	219	22	guidelines	guideline	NOUN
easat-6081	219	23	,	,	PUNCT
easat-6081	219	24	"	"	PUNCT
easat-6081	219	25	nature	nature	NOUN
easat-6081	219	26	machine	machine	NOUN
easat-6081	219	27	intelligence	intelligence	NOUN
easat-6081	219	28	,	,	PUNCT
easat-6081	219	29	vol	vol	NOUN
easat-6081	219	30	.	.	PROPN
easat-6081	219	31	1	1	NUM
easat-6081	219	32	,	,	PUNCT
easat-6081	219	33	no	no	INTJ
easat-6081	219	34	.	.	NOUN
easat-6081	219	35	9	9	NUM
easat-6081	219	36	,	,	PUNCT
easat-6081	219	37	pp	pp	ADJ
easat-6081	219	38	.	.	PUNCT
easat-6081	220	1	389	389	NUM
easat-6081	220	2	-	-	SYM
easat-6081	220	3	399	399	NUM
easat-6081	220	4	,	,	PUNCT
easat-6081	220	5	2019	2019	NUM
easat-6081	220	6	.	.	PUNCT
easat-6081	221	1	https://doi.org/10.1038/s42256-019-0088-2	https://doi.org/10.1038/s42256-019-0088-2	NUM
easat-6081	221	2	https://doi.org/10.1162/99608f92.8cd550d1	https://doi.org/10.1162/99608f92.8cd550d1	NOUN
easat-6081	221	3	https://doi.org/10.1038/s42256-019-0088-2	https://doi.org/10.1038/s42256-019-0088-2	NUM