id	sid	tid	token	lemma	pos
easat-5421	1	1	edelweiss	edelweiss	PROPN
easat-5421	1	2	applied	apply	VERB
easat-5421	1	3	science	science	NOUN
easat-5421	1	4	and	and	CCONJ
easat-5421	1	5	technology	technology	NOUN
easat-5421	1	6	issn	issn	PROPN
easat-5421	1	7	:	:	PUNCT
easat-5421	1	8	2576	2576	NUM
easat-5421	1	9	-	-	SYM
easat-5421	1	10	8484	8484	NUM
easat-5421	1	11	vol	vol	NOUN
easat-5421	1	12	.	.	PROPN
easat-5421	2	1	9	9	NUM
easat-5421	2	2	,	,	PUNCT
easat-5421	2	3	no	no	INTJ
easat-5421	2	4	.	.	NOUN
easat-5421	2	5	3	3	NUM
easat-5421	2	6	,	,	PUNCT
easat-5421	2	7	1088	1088	NUM
easat-5421	2	8	-	-	SYM
easat-5421	2	9	1095	1095	NUM
easat-5421	2	10	2025	2025	NUM
easat-5421	2	11	publisher	publisher	NOUN
easat-5421	2	12	:	:	PUNCT
easat-5421	2	13	learning	learn	VERB
easat-5421	2	14	gate	gate	NOUN
easat-5421	2	15	doi	doi	PROPN
easat-5421	2	16	:	:	PUNCT
easat-5421	2	17	10.55214/25768484.v9i3.5421	10.55214/25768484.v9i3.5421	NUM
easat-5421	2	18	©	©	PROPN
easat-5421	2	19	2025	2025	NUM
easat-5421	2	20	by	by	ADP
easat-5421	2	21	the	the	DET
easat-5421	2	22	authors	author	NOUN
easat-5421	2	23	;	;	PUNCT
easat-5421	2	24	licensee	licensee	PROPN
easat-5421	2	25	learning	learning	NOUN
easat-5421	2	26	gate	gate	NOUN
easat-5421	3	1	©	©	PROPN
easat-5421	3	2	2025	2025	NUM
easat-5421	3	3	by	by	ADP
easat-5421	3	4	the	the	DET
easat-5421	3	5	authors	author	NOUN
easat-5421	3	6	;	;	PUNCT
easat-5421	3	7	licensee	licensee	PROPN
easat-5421	3	8	learning	learning	NOUN
easat-5421	3	9	gate	gate	NOUN
easat-5421	3	10	history	history	NOUN
easat-5421	3	11	:	:	PUNCT
easat-5421	3	12	received	receive	VERB
easat-5421	3	13	:	:	PUNCT
easat-5421	3	14	10	10	NUM
easat-5421	3	15	january	january	PROPN
easat-5421	3	16	2025	2025	NUM
easat-5421	3	17	;	;	PUNCT
easat-5421	3	18	revised	revise	VERB
easat-5421	3	19	:	:	PUNCT
easat-5421	3	20	21	21	NUM
easat-5421	3	21	february	february	NOUN
easat-5421	3	22	2025	2025	NUM
easat-5421	3	23	;	;	PUNCT
easat-5421	3	24	accepted	accept	VERB
easat-5421	3	25	:	:	PUNCT
easat-5421	3	26	24	24	NUM
easat-5421	3	27	february	february	NOUN
easat-5421	3	28	2025	2025	NUM
easat-5421	3	29	;	;	PUNCT
easat-5421	3	30	published	publish	VERB
easat-5421	3	31	:	:	PUNCT
easat-5421	4	1	13	13	NUM
easat-5421	4	2	march	march	NOUN
easat-5421	4	3	2025	2025	NUM
easat-5421	4	4	*	*	PUNCT
easat-5421	4	5	correspondence	correspondence	NOUN
easat-5421	4	6	:	:	PUNCT
easat-5421	5	1	jmaribel16@gmail.com	jmaribel16@gmail.com	X
easat-5421	5	2	impact	impact	NOUN
easat-5421	5	3	of	of	ADP
easat-5421	5	4	the	the	DET
easat-5421	5	5	implementation	implementation	NOUN
easat-5421	5	6	of	of	ADP
easat-5421	5	7	a	a	DET
easat-5421	5	8	digital	digital	ADJ
easat-5421	5	9	tool	tool	NOUN
easat-5421	5	10	with	with	ADP
easat-5421	5	11	artificial	artificial	ADJ
easat-5421	5	12	intelligence	intelligence	NOUN
easat-5421	5	13	in	in	ADP
easat-5421	5	14	the	the	DET
easat-5421	5	15	financial	financial	ADJ
easat-5421	5	16	assessment	assessment	NOUN
easat-5421	5	17	of	of	ADP
easat-5421	5	18	msmes	msme	NOUN
easat-5421	5	19	in	in	ADP
easat-5421	5	20	chimbote	chimbote	PROPN
easat-5421	5	21	juana	juana	PROPN
easat-5421	5	22	maribel	maribel	PROPN
easat-5421	5	23	manrique	manrique	PROPN
easat-5421	5	24	plácido1	plácido1	PROPN
easat-5421	5	25	*	*	PROPN
easat-5421	5	26	,	,	PUNCT
easat-5421	5	27	luis	luis	PROPN
easat-5421	5	28	alberto	alberto	PROPN
easat-5421	5	29	torres	torres	PROPN
easat-5421	5	30	garcia2	garcia2	PROPN
easat-5421	5	31	,	,	PUNCT
easat-5421	5	32	luis	luis	PROPN
easat-5421	5	33	miguel	miguel	PROPN
easat-5421	5	34	mosquera	mosquera	PROPN
easat-5421	5	35	aldana3	aldana3	ADV
easat-5421	5	36	,	,	PUNCT
easat-5421	5	37	norma	norma	PROPN
easat-5421	5	38	socorro	socorro	PROPN
easat-5421	5	39	ramirez	ramirez	PROPN
easat-5421	5	40	tineo4	tineo4	PROPN
easat-5421	5	41	1,2,3,4catholic	1,2,3,4catholic	NUM
easat-5421	5	42	university	university	PROPN
easat-5421	5	43	of	of	ADP
easat-5421	5	44	los	los	PROPN
easat-5421	5	45	angeles	angeles	PROPN
easat-5421	5	46	of	of	ADP
easat-5421	5	47	chimbote	chimbote	PROPN
easat-5421	5	48	,	,	PUNCT
easat-5421	5	49	chimbote	chimbote	NOUN
easat-5421	5	50	,	,	PUNCT
easat-5421	5	51	perú	perú	PROPN
easat-5421	5	52	;	;	PUNCT
easat-5421	5	53	jmaribel16@gmail.com	jmaribel16@gmail.com	X
easat-5421	5	54	(	(	PUNCT
easat-5421	5	55	j.m.m.p	j.m.m.p	PROPN
easat-5421	5	56	.	.	PUNCT
easat-5421	5	57	)	)	PUNCT
easat-5421	5	58	ltorresg@uladech.edu.pe	ltorresg@uladech.edu.pe	NOUN
easat-5421	5	59	(	(	PUNCT
easat-5421	5	60	l.a.t.g	l.a.t.g	PROPN
easat-5421	5	61	.	.	PROPN
easat-5421	5	62	)	)	PUNCT
easat-5421	6	1	luismosqueraldana@gmail.com	luismosqueraldana@gmail.com	X
easat-5421	7	1	(	(	PUNCT
easat-5421	7	2	l.m.m.a	l.m.m.a	PROPN
easat-5421	7	3	.	.	PUNCT
easat-5421	7	4	)	)	PUNCT
easat-5421	8	1	normiramirez.t@gmail.com	normiramirez.t@gmail.com	X
easat-5421	8	2	(	(	PUNCT
easat-5421	8	3	n.s.r.t	n.s.r.t	PROPN
easat-5421	8	4	.	.	PROPN
easat-5421	8	5	)	)	PUNCT
easat-5421	8	6	.	.	PUNCT
easat-5421	9	1	abstract	abstract	ADV
easat-5421	9	2	:	:	PUNCT
easat-5421	9	3	this	this	DET
easat-5421	9	4	study	study	NOUN
easat-5421	9	5	analyzes	analyze	VERB
easat-5421	9	6	the	the	DET
easat-5421	9	7	impact	impact	NOUN
easat-5421	9	8	of	of	ADP
easat-5421	9	9	implementing	implement	VERB
easat-5421	9	10	a	a	DET
easat-5421	9	11	digital	digital	ADJ
easat-5421	9	12	tool	tool	NOUN
easat-5421	9	13	based	base	VERB
easat-5421	9	14	on	on	ADP
easat-5421	9	15	artificial	artificial	ADJ
easat-5421	9	16	intelligence	intelligence	NOUN
easat-5421	9	17	in	in	ADP
easat-5421	9	18	the	the	DET
easat-5421	9	19	financial	financial	ADJ
easat-5421	9	20	assessment	assessment	NOUN
easat-5421	9	21	of	of	ADP
easat-5421	9	22	msmes	msme	NOUN
easat-5421	9	23	in	in	ADP
easat-5421	9	24	chimbote	chimbote	NOUN
easat-5421	9	25	,	,	PUNCT
easat-5421	9	26	specifically	specifically	ADV
easat-5421	9	27	through	through	ADP
easat-5421	9	28	the	the	DET
easat-5421	9	29	design	design	NOUN
easat-5421	9	30	and	and	CCONJ
easat-5421	9	31	implementation	implementation	NOUN
easat-5421	9	32	of	of	ADP
easat-5421	9	33	a	a	DET
easat-5421	9	34	digital	digital	ADJ
easat-5421	9	35	tool	tool	NOUN
easat-5421	9	36	.	.	PUNCT
easat-5421	10	1	a	a	DET
easat-5421	10	2	quasi	quasi	ADJ
easat-5421	10	3	-	-	ADJ
easat-5421	10	4	experimental	experimental	ADJ
easat-5421	10	5	design	design	NOUN
easat-5421	10	6	was	be	AUX
easat-5421	10	7	used	use	VERB
easat-5421	10	8	with	with	ADP
easat-5421	10	9	two	two	NUM
easat-5421	10	10	groups	group	NOUN
easat-5421	10	11	of	of	ADP
easat-5421	10	12	msmes	msme	NOUN
easat-5421	10	13	(	(	PUNCT
easat-5421	10	14	control	control	NOUN
easat-5421	10	15	and	and	CCONJ
easat-5421	10	16	experimental	experimental	ADJ
easat-5421	10	17	)	)	PUNCT
easat-5421	10	18	.	.	PUNCT
easat-5421	11	1	the	the	DET
easat-5421	11	2	results	result	NOUN
easat-5421	11	3	showed	show	VERB
easat-5421	11	4	that	that	SCONJ
easat-5421	11	5	the	the	DET
easat-5421	11	6	tool	tool	NOUN
easat-5421	11	7	significantly	significantly	ADV
easat-5421	11	8	improves	improve	VERB
easat-5421	11	9	indicators	indicator	NOUN
easat-5421	11	10	such	such	ADJ
easat-5421	11	11	as	as	ADP
easat-5421	11	12	liquidity	liquidity	NOUN
easat-5421	11	13	,	,	PUNCT
easat-5421	11	14	management	management	NOUN
easat-5421	11	15	,	,	PUNCT
easat-5421	11	16	solvency	solvency	NOUN
easat-5421	11	17	,	,	PUNCT
easat-5421	11	18	and	and	CCONJ
easat-5421	11	19	profitability	profitability	NOUN
easat-5421	11	20	,	,	PUNCT
easat-5421	11	21	reduces	reduce	VERB
easat-5421	11	22	errors	error	NOUN
easat-5421	11	23	,	,	PUNCT
easat-5421	11	24	and	and	CCONJ
easat-5421	11	25	optimizes	optimize	VERB
easat-5421	11	26	financial	financial	ADJ
easat-5421	11	27	processes	process	NOUN
easat-5421	11	28	,	,	PUNCT
easat-5421	11	29	increasing	increase	VERB
easat-5421	11	30	precision	precision	NOUN
easat-5421	11	31	and	and	CCONJ
easat-5421	11	32	efficiency	efficiency	NOUN
easat-5421	11	33	in	in	ADP
easat-5421	11	34	strategic	strategic	ADJ
easat-5421	11	35	decision	decision	NOUN
easat-5421	11	36	-	-	PUNCT
easat-5421	11	37	making	making	NOUN
easat-5421	11	38	.	.	PUNCT
easat-5421	12	1	the	the	DET
easat-5421	12	2	methodology	methodology	NOUN
easat-5421	12	3	,	,	PUNCT
easat-5421	12	4	with	with	ADP
easat-5421	12	5	a	a	DET
easat-5421	12	6	quantitative	quantitative	ADJ
easat-5421	12	7	approach	approach	NOUN
easat-5421	12	8	and	and	CCONJ
easat-5421	12	9	quasi	quasi	ADJ
easat-5421	12	10	-	-	ADJ
easat-5421	12	11	experimental	experimental	ADJ
easat-5421	12	12	design	design	NOUN
easat-5421	12	13	,	,	PUNCT
easat-5421	12	14	included	include	VERB
easat-5421	12	15	preand	preand	NOUN
easat-5421	12	16	post	post	ADJ
easat-5421	12	17	-	-	ADJ
easat-5421	12	18	test	test	NOUN
easat-5421	12	19	surveys	survey	NOUN
easat-5421	12	20	.	.	PUNCT
easat-5421	13	1	this	this	DET
easat-5421	13	2	study	study	NOUN
easat-5421	13	3	concludes	conclude	VERB
easat-5421	13	4	that	that	SCONJ
easat-5421	13	5	the	the	DET
easat-5421	13	6	integration	integration	NOUN
easat-5421	13	7	of	of	ADP
easat-5421	13	8	ai	ai	VERB
easat-5421	13	9	in	in	ADP
easat-5421	13	10	financial	financial	ADJ
easat-5421	13	11	assessment	assessment	NOUN
easat-5421	13	12	is	be	AUX
easat-5421	13	13	essential	essential	ADJ
easat-5421	13	14	to	to	PART
easat-5421	13	15	modernize	modernize	VERB
easat-5421	13	16	accounting	accounting	NOUN
easat-5421	13	17	practices	practice	NOUN
easat-5421	13	18	and	and	CCONJ
easat-5421	13	19	strengthen	strengthen	VERB
easat-5421	13	20	business	business	NOUN
easat-5421	13	21	competitiveness	competitiveness	NOUN
easat-5421	13	22	,	,	PUNCT
easat-5421	13	23	and	and	CCONJ
easat-5421	13	24	it	it	PRON
easat-5421	13	25	recommends	recommend	VERB
easat-5421	13	26	promoting	promote	VERB
easat-5421	13	27	training	training	NOUN
easat-5421	13	28	and	and	CCONJ
easat-5421	13	29	the	the	DET
easat-5421	13	30	use	use	NOUN
easat-5421	13	31	of	of	ADP
easat-5421	13	32	complementary	complementary	ADJ
easat-5421	13	33	technologies	technology	NOUN
easat-5421	13	34	to	to	PART
easat-5421	13	35	enhance	enhance	VERB
easat-5421	13	36	its	its	PRON
easat-5421	13	37	implementation	implementation	NOUN
easat-5421	13	38	.	.	PUNCT
easat-5421	14	1	keywords	keyword	NOUN
easat-5421	14	2	:	:	PUNCT
easat-5421	14	3	artificial	artificial	ADJ
easat-5421	14	4	intelligence	intelligence	NOUN
easat-5421	14	5	,	,	PUNCT
easat-5421	14	6	decision	decision	NOUN
easat-5421	14	7	-	-	PUNCT
easat-5421	14	8	making	making	NOUN
easat-5421	14	9	,	,	PUNCT
easat-5421	14	10	digital	digital	ADJ
easat-5421	14	11	tool	tool	NOUN
easat-5421	14	12	,	,	PUNCT
easat-5421	14	13	financial	financial	ADJ
easat-5421	14	14	assessment	assessment	NOUN
easat-5421	14	15	,	,	PUNCT
easat-5421	14	16	msmes	msme	NOUN
easat-5421	14	17	.	.	PUNCT
easat-5421	15	1	1	1	X
easat-5421	15	2	.	.	X
easat-5421	15	3	introduction	introduction	NOUN
easat-5421	15	4	artificial	artificial	ADJ
easat-5421	15	5	intelligence	intelligence	NOUN
easat-5421	15	6	has	have	AUX
easat-5421	15	7	established	establish	VERB
easat-5421	15	8	itself	itself	PRON
easat-5421	15	9	as	as	ADP
easat-5421	15	10	a	a	DET
easat-5421	15	11	key	key	ADJ
easat-5421	15	12	tool	tool	NOUN
easat-5421	15	13	that	that	PRON
easat-5421	15	14	enhances	enhance	VERB
easat-5421	15	15	and	and	CCONJ
easat-5421	15	16	optimizes	optimize	VERB
easat-5421	15	17	current	current	ADJ
easat-5421	15	18	digital	digital	ADJ
easat-5421	15	19	financial	financial	ADJ
easat-5421	15	20	processes	process	NOUN
easat-5421	15	21	,	,	PUNCT
easat-5421	15	22	as	as	ADV
easat-5421	15	23	well	well	ADV
easat-5421	15	24	as	as	ADP
easat-5421	15	25	in	in	ADP
easat-5421	15	26	other	other	ADJ
easat-5421	15	27	business	business	NOUN
easat-5421	15	28	sectors	sector	NOUN
easat-5421	15	29	.	.	PUNCT
easat-5421	16	1	its	its	PRON
easat-5421	16	2	use	use	NOUN
easat-5421	16	3	in	in	ADP
easat-5421	16	4	financial	financial	ADJ
easat-5421	16	5	assessment	assessment	NOUN
easat-5421	16	6	is	be	AUX
easat-5421	16	7	growing	grow	VERB
easat-5421	16	8	steadily	steadily	ADV
easat-5421	16	9	,	,	PUNCT
easat-5421	16	10	allowing	allow	VERB
easat-5421	16	11	companies	company	NOUN
easat-5421	16	12	to	to	PART
easat-5421	16	13	increase	increase	VERB
easat-5421	16	14	their	their	PRON
easat-5421	16	15	competitiveness	competitiveness	NOUN
easat-5421	16	16	and	and	CCONJ
easat-5421	16	17	efficiency	efficiency	NOUN
easat-5421	16	18	through	through	ADP
easat-5421	16	19	the	the	DET
easat-5421	16	20	automated	automate	VERB
easat-5421	16	21	analysis	analysis	NOUN
easat-5421	16	22	of	of	ADP
easat-5421	16	23	large	large	ADJ
easat-5421	16	24	volumes	volume	NOUN
easat-5421	16	25	of	of	ADP
easat-5421	16	26	data	datum	NOUN
easat-5421	16	27	.	.	PUNCT
easat-5421	17	1	these	these	DET
easat-5421	17	2	technological	technological	ADJ
easat-5421	17	3	solutions	solution	NOUN
easat-5421	17	4	offer	offer	VERB
easat-5421	17	5	business	business	NOUN
easat-5421	17	6	owners	owner	NOUN
easat-5421	17	7	the	the	DET
easat-5421	17	8	ability	ability	NOUN
easat-5421	17	9	to	to	PART
easat-5421	17	10	automate	automate	VERB
easat-5421	17	11	financial	financial	ADJ
easat-5421	17	12	evaluations	evaluation	NOUN
easat-5421	17	13	that	that	PRON
easat-5421	17	14	previously	previously	ADV
easat-5421	17	15	required	require	VERB
easat-5421	17	16	human	human	ADJ
easat-5421	17	17	intervention	intervention	NOUN
easat-5421	17	18	,	,	PUNCT
easat-5421	17	19	aiming	aim	VERB
easat-5421	17	20	to	to	PART
easat-5421	17	21	improve	improve	VERB
easat-5421	17	22	strategic	strategic	ADJ
easat-5421	17	23	decision	decision	NOUN
easat-5421	17	24	-	-	PUNCT
easat-5421	17	25	making	make	VERB
easat-5421	17	26	and	and	CCONJ
easat-5421	17	27	business	business	NOUN
easat-5421	17	28	management	management	NOUN
easat-5421	17	29	[	[	X
easat-5421	17	30	1	1	NUM
easat-5421	17	31	-	-	SYM
easat-5421	17	32	4	4	NUM
easat-5421	17	33	]	]	PUNCT
easat-5421	17	34	.	.	PUNCT
easat-5421	18	1	moreover	moreover	ADV
easat-5421	18	2	,	,	PUNCT
easat-5421	18	3	artificial	artificial	ADJ
easat-5421	18	4	intelligence	intelligence	NOUN
easat-5421	18	5	has	have	AUX
easat-5421	18	6	had	have	VERB
easat-5421	18	7	a	a	DET
easat-5421	18	8	significant	significant	ADJ
easat-5421	18	9	impact	impact	NOUN
easat-5421	18	10	on	on	ADP
easat-5421	18	11	financial	financial	ADJ
easat-5421	18	12	inclusion	inclusion	NOUN
easat-5421	18	13	globally	globally	ADV
easat-5421	18	14	[	[	X
easat-5421	18	15	5	5	NUM
easat-5421	18	16	,	,	PUNCT
easat-5421	18	17	6	6	NUM
easat-5421	18	18	]	]	PUNCT
easat-5421	18	19	driven	drive	VERB
easat-5421	18	20	by	by	ADP
easat-5421	18	21	structural	structural	ADJ
easat-5421	18	22	changes	change	NOUN
easat-5421	18	23	such	such	ADJ
easat-5421	18	24	as	as	ADP
easat-5421	18	25	globalization	globalization	NOUN
easat-5421	18	26	and	and	CCONJ
easat-5421	18	27	recent	recent	ADJ
easat-5421	18	28	health	health	NOUN
easat-5421	18	29	crises	crisis	NOUN
easat-5421	18	30	[	[	X
easat-5421	18	31	7	7	NUM
easat-5421	18	32	]	]	PUNCT
easat-5421	18	33	.	.	PUNCT
easat-5421	19	1	ai	ai	VERB
easat-5421	19	2	-	-	PUNCT
easat-5421	19	3	based	base	VERB
easat-5421	19	4	digital	digital	ADJ
easat-5421	19	5	tools	tool	NOUN
easat-5421	19	6	enable	enable	VERB
easat-5421	19	7	companies	company	NOUN
easat-5421	19	8	to	to	PART
easat-5421	19	9	innovate	innovate	VERB
easat-5421	19	10	in	in	ADP
easat-5421	19	11	financial	financial	ADJ
easat-5421	19	12	management	management	NOUN
easat-5421	19	13	by	by	ADP
easat-5421	19	14	providing	provide	VERB
easat-5421	19	15	real	real	ADJ
easat-5421	19	16	-	-	PUNCT
easat-5421	19	17	time	time	NOUN
easat-5421	19	18	data	datum	NOUN
easat-5421	19	19	that	that	PRON
easat-5421	19	20	fosters	foster	VERB
easat-5421	19	21	operational	operational	ADJ
easat-5421	19	22	efficiency	efficiency	NOUN
easat-5421	19	23	and	and	CCONJ
easat-5421	19	24	optimizes	optimize	VERB
easat-5421	19	25	managerial	managerial	ADJ
easat-5421	19	26	decisions	decision	NOUN
easat-5421	19	27	in	in	ADP
easat-5421	19	28	increasingly	increasingly	ADV
easat-5421	19	29	competitive	competitive	ADJ
easat-5421	19	30	markets	market	NOUN
easat-5421	19	31	[	[	X
easat-5421	19	32	8	8	NUM
easat-5421	19	33	]	]	PUNCT
easat-5421	19	34	.	.	PUNCT
easat-5421	20	1	supported	support	VERB
easat-5421	20	2	by	by	ADP
easat-5421	20	3	ai	ai	NOUN
easat-5421	20	4	,	,	PUNCT
easat-5421	20	5	these	these	DET
easat-5421	20	6	decisions	decision	NOUN
easat-5421	20	7	are	be	AUX
easat-5421	20	8	based	base	VERB
easat-5421	20	9	on	on	ADP
easat-5421	20	10	more	more	ADV
easat-5421	20	11	accurate	accurate	ADJ
easat-5421	20	12	analyses	analysis	NOUN
easat-5421	20	13	,	,	PUNCT
easat-5421	20	14	allowing	allow	VERB
easat-5421	20	15	companies	company	NOUN
easat-5421	20	16	to	to	PART
easat-5421	20	17	respond	respond	VERB
easat-5421	20	18	quickly	quickly	ADV
easat-5421	20	19	to	to	ADP
easat-5421	20	20	changes	change	NOUN
easat-5421	20	21	in	in	ADP
easat-5421	20	22	the	the	DET
easat-5421	20	23	economic	economic	ADJ
easat-5421	20	24	environment	environment	NOUN
easat-5421	21	1	[	[	X
easat-5421	21	2	9	9	NUM
easat-5421	21	3	]	]	PUNCT
easat-5421	21	4	.	.	PUNCT
easat-5421	22	1	in	in	ADP
easat-5421	22	2	accounting	accounting	NOUN
easat-5421	22	3	,	,	PUNCT
easat-5421	22	4	artificial	artificial	ADJ
easat-5421	22	5	intelligence	intelligence	NOUN
easat-5421	22	6	automates	automate	VERB
easat-5421	22	7	repetitive	repetitive	ADJ
easat-5421	22	8	tasks	task	NOUN
easat-5421	22	9	through	through	ADP
easat-5421	22	10	algorithms	algorithm	NOUN
easat-5421	22	11	,	,	PUNCT
easat-5421	22	12	enabling	enable	VERB
easat-5421	22	13	accountants	accountant	NOUN
easat-5421	22	14	to	to	PART
easat-5421	22	15	focus	focus	VERB
easat-5421	22	16	on	on	ADP
easat-5421	22	17	analysis	analysis	NOUN
easat-5421	22	18	,	,	PUNCT
easat-5421	22	19	reducing	reduce	VERB
easat-5421	22	20	errors	error	NOUN
easat-5421	22	21	,	,	PUNCT
easat-5421	22	22	and	and	CCONJ
easat-5421	22	23	improving	improve	VERB
easat-5421	22	24	decision	decision	NOUN
easat-5421	22	25	-	-	PUNCT
easat-5421	22	26	making	make	VERB
easat-5421	22	27	efficiency	efficiency	NOUN
easat-5421	22	28	[	[	X
easat-5421	22	29	10	10	NUM
easat-5421	22	30	]	]	PUNCT
easat-5421	22	31	.	.	PUNCT
easat-5421	23	1	these	these	DET
easat-5421	23	2	algorithms	algorithm	NOUN
easat-5421	23	3	facilitate	facilitate	VERB
easat-5421	23	4	the	the	DET
easat-5421	23	5	creation	creation	NOUN
easat-5421	23	6	of	of	ADP
easat-5421	23	7	tools	tool	NOUN
easat-5421	23	8	that	that	PRON
easat-5421	23	9	enhance	enhance	VERB
easat-5421	23	10	transparency	transparency	NOUN
easat-5421	23	11	and	and	CCONJ
easat-5421	23	12	accuracy	accuracy	NOUN
easat-5421	23	13	in	in	ADP
easat-5421	23	14	audits	audits	NOUN
easat-5421	23	15	and	and	CCONJ
easat-5421	23	16	algorithmic	algorithmic	ADJ
easat-5421	23	17	impact	impact	NOUN
easat-5421	23	18	assessments	assessment	NOUN
easat-5421	23	19	in	in	ADP
easat-5421	23	20	financial	financial	ADJ
easat-5421	23	21	decision	decision	NOUN
easat-5421	23	22	-	-	PUNCT
easat-5421	23	23	making	making	NOUN
easat-5421	23	24	[	[	X
easat-5421	23	25	11	11	NUM
easat-5421	23	26	]	]	PUNCT
easat-5421	23	27	.	.	PUNCT
easat-5421	24	1	the	the	DET
easat-5421	24	2	application	application	NOUN
easat-5421	24	3	of	of	ADP
easat-5421	24	4	these	these	DET
easat-5421	24	5	technologies	technology	NOUN
easat-5421	24	6	is	be	AUX
easat-5421	24	7	fundamental	fundamental	ADJ
easat-5421	24	8	to	to	ADP
easat-5421	24	9	regulating	regulate	VERB
easat-5421	24	10	and	and	CCONJ
easat-5421	24	11	properly	properly	ADV
easat-5421	24	12	managing	manage	VERB
easat-5421	24	13	the	the	DET
easat-5421	24	14	use	use	NOUN
easat-5421	24	15	of	of	ADP
easat-5421	24	16	ai	ai	NOUN
easat-5421	24	17	in	in	ADP
easat-5421	24	18	business	business	NOUN
easat-5421	24	19	financial	financial	ADJ
easat-5421	24	20	assessment	assessment	NOUN
easat-5421	24	21	[	[	X
easat-5421	24	22	12	12	NUM
easat-5421	24	23	]	]	PUNCT
easat-5421	24	24	.	.	PUNCT
easat-5421	25	1	this	this	DET
easat-5421	25	2	evolution	evolution	NOUN
easat-5421	25	3	,	,	PUNCT
easat-5421	25	4	as	as	SCONJ
easat-5421	25	5	highlighted	highlight	VERB
easat-5421	25	6	by	by	ADP
easat-5421	25	7	ayuso	ayuso	NOUN
easat-5421	25	8	and	and	CCONJ
easat-5421	25	9	esteban	esteban	PROPN
easat-5421	25	10	[	[	X
easat-5421	25	11	13	13	NUM
easat-5421	25	12	]	]	PUNCT
easat-5421	25	13	has	have	AUX
easat-5421	25	14	allowed	allow	VERB
easat-5421	25	15	machines	machine	NOUN
easat-5421	25	16	not	not	PART
easat-5421	25	17	only	only	ADV
easat-5421	25	18	to	to	PART
easat-5421	25	19	replicate	replicate	VERB
easat-5421	25	20	human	human	ADJ
easat-5421	25	21	processes	process	NOUN
easat-5421	25	22	but	but	CCONJ
easat-5421	25	23	also	also	ADV
easat-5421	25	24	to	to	PART
easat-5421	25	25	anticipate	anticipate	VERB
easat-5421	25	26	possible	possible	ADJ
easat-5421	25	27	changes	change	NOUN
easat-5421	25	28	through	through	ADP
easat-5421	25	29	continuous	continuous	ADJ
easat-5421	25	30	learning	learning	NOUN
easat-5421	25	31	.	.	PUNCT
easat-5421	26	1	a	a	DET
easat-5421	26	2	study	study	NOUN
easat-5421	26	3	was	be	AUX
easat-5421	26	4	conducted	conduct	VERB
easat-5421	26	5	on	on	ADP
easat-5421	26	6	baltrans	baltran	NOUN
easat-5421	26	7	export	export	VERB
easat-5421	26	8	cía	cía	ADV
easat-5421	26	9	.	.	PUNCT
easat-5421	27	1	ltda	ltda	PROPN
easat-5421	27	2	.	.	PROPN
easat-5421	27	3	to	to	PART
easat-5421	27	4	assess	assess	VERB
easat-5421	27	5	its	its	PRON
easat-5421	27	6	financial	financial	ADJ
easat-5421	27	7	situation	situation	NOUN
easat-5421	27	8	.	.	PUNCT
easat-5421	28	1	using	use	VERB
easat-5421	28	2	quantitative	quantitative	ADJ
easat-5421	28	3	and	and	CCONJ
easat-5421	28	4	qualitative	qualitative	ADJ
easat-5421	28	5	methods	method	NOUN
easat-5421	28	6	,	,	PUNCT
easat-5421	28	7	the	the	DET
easat-5421	28	8	researchers	researcher	NOUN
easat-5421	28	9	analyzed	analyze	VERB
easat-5421	28	10	accounting	accounting	NOUN
easat-5421	28	11	reports	report	NOUN
easat-5421	28	12	and	and	CCONJ
easat-5421	28	13	conducted	conduct	VERB
easat-5421	28	14	https://orcid.org/0000-0002-6880-1141	https://orcid.org/0000-0002-6880-1141	ADV
easat-5421	28	15	https://orcid.org/0000-0002-5958-494x	https://orcid.org/0000-0002-5958-494x	INTJ
easat-5421	28	16	https://orcid.org/0000-0001-5524-5695	https://orcid.org/0000-0001-5524-5695	NOUN
easat-5421	28	17	https://orcid.org/0000-0001-7991-8380	https://orcid.org/0000-0001-7991-8380	PROPN
easat-5421	28	18	1089	1089	NUM
easat-5421	28	19	edelweiss	edelweiss	PROPN
easat-5421	28	20	applied	apply	VERB
easat-5421	28	21	science	science	NOUN
easat-5421	28	22	and	and	CCONJ
easat-5421	28	23	technology	technology	NOUN
easat-5421	28	24	issn	issn	PROPN
easat-5421	28	25	:	:	PUNCT
easat-5421	28	26	2576	2576	NUM
easat-5421	28	27	-	-	SYM
easat-5421	28	28	8484	8484	NUM
easat-5421	28	29	vol	vol	NOUN
easat-5421	28	30	.	.	PROPN
easat-5421	29	1	9	9	NUM
easat-5421	29	2	,	,	PUNCT
easat-5421	29	3	no	no	INTJ
easat-5421	29	4	.	.	NOUN
easat-5421	30	1	3	3	NUM
easat-5421	30	2	:	:	SYM
easat-5421	30	3	1088	1088	NUM
easat-5421	30	4	-	-	SYM
easat-5421	30	5	1095	1095	NUM
easat-5421	30	6	,	,	PUNCT
easat-5421	30	7	2025	2025	NUM
easat-5421	30	8	doi	doi	NOUN
easat-5421	30	9	:	:	PUNCT
easat-5421	30	10	10.55214/25768484.v9i3.5421	10.55214/25768484.v9i3.5421	NUM
easat-5421	30	11	©	©	PROPN
easat-5421	30	12	2025	2025	NUM
easat-5421	30	13	by	by	ADP
easat-5421	30	14	the	the	DET
easat-5421	30	15	authors	author	NOUN
easat-5421	30	16	;	;	PUNCT
easat-5421	30	17	licensee	licensee	PROPN
easat-5421	30	18	learning	learn	VERB
easat-5421	30	19	gate	gate	NOUN
easat-5421	30	20	interviews	interview	NOUN
easat-5421	30	21	.	.	PUNCT
easat-5421	31	1	the	the	DET
easat-5421	31	2	results	result	NOUN
easat-5421	31	3	revealed	reveal	VERB
easat-5421	31	4	deficiencies	deficiency	NOUN
easat-5421	31	5	in	in	ADP
easat-5421	31	6	net	net	ADJ
easat-5421	31	7	profitability	profitability	NOUN
easat-5421	31	8	,	,	PUNCT
easat-5421	31	9	negatively	negatively	ADV
easat-5421	31	10	affecting	affect	VERB
easat-5421	31	11	business	business	NOUN
easat-5421	31	12	performance	performance	NOUN
easat-5421	31	13	.	.	PUNCT
easat-5421	32	1	despite	despite	SCONJ
easat-5421	32	2	achieving	achieve	VERB
easat-5421	32	3	a	a	DET
easat-5421	32	4	financial	financial	ADJ
easat-5421	32	5	efficiency	efficiency	NOUN
easat-5421	32	6	index	index	NOUN
easat-5421	32	7	of	of	ADP
easat-5421	32	8	74.5	74.5	NUM
easat-5421	32	9	%	%	NOUN
easat-5421	32	10	,	,	PUNCT
easat-5421	32	11	indicating	indicate	VERB
easat-5421	32	12	adequate	adequate	ADJ
easat-5421	32	13	management	management	NOUN
easat-5421	32	14	,	,	PUNCT
easat-5421	32	15	the	the	DET
easat-5421	32	16	study	study	NOUN
easat-5421	32	17	highlighted	highlight	VERB
easat-5421	32	18	areas	area	NOUN
easat-5421	32	19	needing	need	VERB
easat-5421	32	20	improvement	improvement	NOUN
easat-5421	32	21	to	to	PART
easat-5421	32	22	optimize	optimize	VERB
easat-5421	32	23	financial	financial	ADJ
easat-5421	32	24	decision	decision	NOUN
easat-5421	32	25	-	-	PUNCT
easat-5421	32	26	making	making	NOUN
easat-5421	32	27	and	and	CCONJ
easat-5421	32	28	ensure	ensure	VERB
easat-5421	32	29	sustainable	sustainable	ADJ
easat-5421	32	30	growth	growth	NOUN
easat-5421	32	31	[	[	X
easat-5421	32	32	14	14	NUM
easat-5421	32	33	]	]	SYM
easat-5421	32	34	.	.	PUNCT
easat-5421	33	1	artificial	artificial	ADJ
easat-5421	33	2	intelligence	intelligence	NOUN
easat-5421	33	3	is	be	AUX
easat-5421	33	4	also	also	ADV
easat-5421	33	5	recognized	recognize	VERB
easat-5421	33	6	as	as	ADP
easat-5421	33	7	a	a	DET
easat-5421	33	8	key	key	ADJ
easat-5421	33	9	driver	driver	NOUN
easat-5421	33	10	in	in	ADP
easat-5421	33	11	global	global	ADJ
easat-5421	33	12	financing	financing	NOUN
easat-5421	33	13	,	,	PUNCT
easat-5421	33	14	helping	help	VERB
easat-5421	33	15	companies	company	NOUN
easat-5421	33	16	process	process	VERB
easat-5421	33	17	financial	financial	ADJ
easat-5421	33	18	data	datum	NOUN
easat-5421	33	19	more	more	ADV
easat-5421	33	20	quickly	quickly	ADV
easat-5421	33	21	and	and	CCONJ
easat-5421	33	22	accurately	accurately	ADV
easat-5421	33	23	[	[	X
easat-5421	33	24	15	15	NUM
easat-5421	33	25	]	]	PUNCT
easat-5421	33	26	.	.	PUNCT
easat-5421	34	1	the	the	DET
easat-5421	34	2	use	use	NOUN
easat-5421	34	3	of	of	ADP
easat-5421	34	4	robotics	robotic	NOUN
easat-5421	34	5	and	and	CCONJ
easat-5421	34	6	expert	expert	NOUN
easat-5421	34	7	systems	system	NOUN
easat-5421	34	8	in	in	ADP
easat-5421	34	9	financial	financial	ADJ
easat-5421	34	10	assessment	assessment	NOUN
easat-5421	34	11	is	be	AUX
easat-5421	34	12	emphasized	emphasize	VERB
easat-5421	34	13	,	,	PUNCT
easat-5421	34	14	adapting	adapt	VERB
easat-5421	34	15	these	these	DET
easat-5421	34	16	technologies	technology	NOUN
easat-5421	34	17	to	to	ADP
easat-5421	34	18	the	the	DET
easat-5421	34	19	specific	specific	ADJ
easat-5421	34	20	characteristics	characteristic	NOUN
easat-5421	34	21	of	of	ADP
easat-5421	34	22	each	each	DET
easat-5421	34	23	company	company	NOUN
easat-5421	34	24	[	[	X
easat-5421	34	25	16	16	NUM
easat-5421	34	26	]	]	PUNCT
easat-5421	34	27	.	.	PUNCT
easat-5421	35	1	ai	ai	AUX
easat-5421	35	2	-	-	PUNCT
easat-5421	35	3	assisted	assist	VERB
easat-5421	35	4	tools	tool	NOUN
easat-5421	35	5	are	be	AUX
easat-5421	35	6	useful	useful	ADJ
easat-5421	35	7	for	for	ADP
easat-5421	35	8	managing	manage	VERB
easat-5421	35	9	daily	daily	ADJ
easat-5421	35	10	financial	financial	ADJ
easat-5421	35	11	tasks	task	NOUN
easat-5421	35	12	,	,	PUNCT
easat-5421	35	13	improving	improve	VERB
easat-5421	35	14	the	the	DET
easat-5421	35	15	efficiency	efficiency	NOUN
easat-5421	35	16	of	of	ADP
easat-5421	35	17	business	business	NOUN
easat-5421	35	18	processes	process	NOUN
easat-5421	35	19	[	[	X
easat-5421	35	20	17	17	NUM
easat-5421	35	21	]	]	PUNCT
easat-5421	35	22	.	.	PUNCT
easat-5421	36	1	business	business	PROPN
easat-5421	36	2	financial	financial	ADJ
easat-5421	36	3	management	management	NOUN
easat-5421	36	4	must	must	AUX
easat-5421	36	5	adapt	adapt	VERB
easat-5421	36	6	to	to	ADP
easat-5421	36	7	emerging	emerge	VERB
easat-5421	36	8	threats	threat	NOUN
easat-5421	36	9	such	such	ADJ
easat-5421	36	10	as	as	ADP
easat-5421	36	11	identity	identity	NOUN
easat-5421	36	12	theft	theft	NOUN
easat-5421	36	13	or	or	CCONJ
easat-5421	36	14	money	money	NOUN
easat-5421	36	15	laundering	laundering	NOUN
easat-5421	36	16	[	[	X
easat-5421	36	17	18	18	NUM
easat-5421	36	18	]	]	PUNCT
easat-5421	36	19	.	.	PUNCT
easat-5421	37	1	integrating	integrate	VERB
easat-5421	37	2	ai	ai	PROPN
easat-5421	37	3	technologies	technology	NOUN
easat-5421	37	4	allows	allow	VERB
easat-5421	37	5	companies	company	NOUN
easat-5421	37	6	to	to	PART
easat-5421	37	7	anticipate	anticipate	VERB
easat-5421	37	8	risks	risk	NOUN
easat-5421	37	9	and	and	CCONJ
easat-5421	37	10	optimize	optimize	VERB
easat-5421	37	11	financial	financial	ADJ
easat-5421	37	12	decision	decision	NOUN
easat-5421	37	13	-	-	PUNCT
easat-5421	37	14	making	making	NOUN
easat-5421	37	15	through	through	ADP
easat-5421	37	16	the	the	DET
easat-5421	37	17	automated	automate	VERB
easat-5421	37	18	analysis	analysis	NOUN
easat-5421	37	19	of	of	ADP
easat-5421	37	20	large	large	ADJ
easat-5421	37	21	volumes	volume	NOUN
easat-5421	37	22	of	of	ADP
easat-5421	37	23	data	datum	NOUN
easat-5421	37	24	[	[	X
easat-5421	37	25	9	9	NUM
easat-5421	37	26	]	]	PUNCT
easat-5421	37	27	.	.	PUNCT
easat-5421	38	1	according	accord	VERB
easat-5421	38	2	to	to	ADP
easat-5421	38	3	[	[	X
easat-5421	38	4	19	19	NUM
easat-5421	38	5	]	]	PUNCT
easat-5421	38	6	the	the	DET
easat-5421	38	7	strategic	strategic	ADJ
easat-5421	38	8	use	use	NOUN
easat-5421	38	9	of	of	ADP
easat-5421	38	10	artificial	artificial	ADJ
easat-5421	38	11	intelligence	intelligence	NOUN
easat-5421	38	12	in	in	ADP
easat-5421	38	13	the	the	DET
easat-5421	38	14	financial	financial	ADJ
easat-5421	38	15	industry	industry	NOUN
easat-5421	38	16	enables	enable	VERB
easat-5421	38	17	companies	company	NOUN
easat-5421	38	18	to	to	PART
easat-5421	38	19	gain	gain	VERB
easat-5421	38	20	superior	superior	ADJ
easat-5421	38	21	competitive	competitive	ADJ
easat-5421	38	22	advantages	advantage	NOUN
easat-5421	38	23	both	both	CCONJ
easat-5421	38	24	nationally	nationally	ADV
easat-5421	38	25	and	and	CCONJ
easat-5421	38	26	internationally	internationally	ADV
easat-5421	38	27	[	[	X
easat-5421	38	28	20	20	NUM
easat-5421	38	29	,	,	PUNCT
easat-5421	38	30	21	21	NUM
easat-5421	38	31	]	]	PUNCT
easat-5421	38	32	.	.	PUNCT
easat-5421	39	1	the	the	DET
easat-5421	39	2	use	use	NOUN
easat-5421	39	3	of	of	ADP
easat-5421	39	4	digital	digital	ADJ
easat-5421	39	5	tools	tool	NOUN
easat-5421	39	6	with	with	ADP
easat-5421	39	7	artificial	artificial	ADJ
easat-5421	39	8	intelligence	intelligence	NOUN
easat-5421	39	9	in	in	ADP
easat-5421	39	10	accounting	accounting	NOUN
easat-5421	39	11	has	have	AUX
easat-5421	39	12	revolutionized	revolutionize	VERB
easat-5421	39	13	the	the	DET
easat-5421	39	14	way	way	NOUN
easat-5421	39	15	companies	company	NOUN
easat-5421	39	16	manage	manage	VERB
easat-5421	39	17	the	the	DET
easat-5421	39	18	calculation	calculation	NOUN
easat-5421	39	19	of	of	ADP
easat-5421	39	20	financial	financial	ADJ
easat-5421	39	21	indicators	indicator	NOUN
easat-5421	39	22	.	.	PUNCT
easat-5421	40	1	by	by	ADP
easat-5421	40	2	analyzing	analyze	VERB
easat-5421	40	3	large	large	ADJ
easat-5421	40	4	volumes	volume	NOUN
easat-5421	40	5	of	of	ADP
easat-5421	40	6	data	datum	NOUN
easat-5421	40	7	,	,	PUNCT
easat-5421	40	8	ai	ai	VERB
easat-5421	40	9	allows	allow	VERB
easat-5421	40	10	accountants	accountant	NOUN
easat-5421	40	11	to	to	PART
easat-5421	40	12	automate	automate	VERB
easat-5421	40	13	repetitive	repetitive	ADJ
easat-5421	40	14	tasks	task	NOUN
easat-5421	40	15	,	,	PUNCT
easat-5421	40	16	optimize	optimize	VERB
easat-5421	40	17	auditing	auditing	NOUN
easat-5421	40	18	processes	process	NOUN
easat-5421	40	19	,	,	PUNCT
easat-5421	40	20	and	and	CCONJ
easat-5421	40	21	perform	perform	VERB
easat-5421	40	22	complex	complex	ADJ
easat-5421	40	23	financial	financial	ADJ
easat-5421	40	24	calculations	calculation	NOUN
easat-5421	40	25	with	with	ADP
easat-5421	40	26	greater	great	ADJ
easat-5421	40	27	precision	precision	NOUN
easat-5421	40	28	and	and	CCONJ
easat-5421	40	29	speed	speed	NOUN
easat-5421	40	30	.	.	PUNCT
easat-5421	41	1	this	this	PRON
easat-5421	41	2	not	not	PART
easat-5421	41	3	only	only	ADV
easat-5421	41	4	improves	improve	VERB
easat-5421	41	5	efficiency	efficiency	NOUN
easat-5421	41	6	in	in	ADP
easat-5421	41	7	detecting	detect	VERB
easat-5421	41	8	financial	financial	ADJ
easat-5421	41	9	anomalies	anomaly	NOUN
easat-5421	41	10	but	but	CCONJ
easat-5421	41	11	also	also	ADV
easat-5421	41	12	facilitates	facilitate	VERB
easat-5421	41	13	data	data	NOUN
easat-5421	41	14	-	-	PUNCT
easat-5421	41	15	driven	drive	VERB
easat-5421	41	16	decision	decision	NOUN
easat-5421	41	17	-	-	PUNCT
easat-5421	41	18	making	making	NOUN
easat-5421	41	19	.	.	PUNCT
easat-5421	42	1	by	by	ADP
easat-5421	42	2	implementing	implement	VERB
easat-5421	42	3	ai	ai	NOUN
easat-5421	42	4	,	,	PUNCT
easat-5421	42	5	companies	company	NOUN
easat-5421	42	6	can	can	AUX
easat-5421	42	7	minimize	minimize	VERB
easat-5421	42	8	human	human	ADJ
easat-5421	42	9	errors	error	NOUN
easat-5421	42	10	,	,	PUNCT
easat-5421	42	11	detect	detect	VERB
easat-5421	42	12	irregularities	irregularity	NOUN
easat-5421	42	13	early	early	ADV
easat-5421	42	14	,	,	PUNCT
easat-5421	42	15	and	and	CCONJ
easat-5421	42	16	strengthen	strengthen	VERB
easat-5421	42	17	their	their	PRON
easat-5421	42	18	internal	internal	ADJ
easat-5421	42	19	control	control	NOUN
easat-5421	42	20	systems	system	NOUN
easat-5421	42	21	,	,	PUNCT
easat-5421	42	22	ensuring	ensure	VERB
easat-5421	42	23	more	more	ADV
easat-5421	42	24	robust	robust	ADJ
easat-5421	42	25	and	and	CCONJ
easat-5421	42	26	reliable	reliable	ADJ
easat-5421	42	27	financial	financial	ADJ
easat-5421	42	28	management	management	NOUN
easat-5421	42	29	[	[	X
easat-5421	42	30	22	22	NUM
easat-5421	42	31	,	,	PUNCT
easat-5421	42	32	23	23	NUM
easat-5421	42	33	]	]	PUNCT
easat-5421	42	34	.	.	PUNCT
easat-5421	43	1	by	by	ADP
easat-5421	43	2	understanding	understanding	NOUN
easat-5421	43	3	and	and	CCONJ
easat-5421	43	4	analyzing	analyze	VERB
easat-5421	43	5	financial	financial	ADJ
easat-5421	43	6	ratios	ratio	NOUN
easat-5421	43	7	,	,	PUNCT
easat-5421	43	8	msmes	msme	NOUN
easat-5421	43	9	can	can	AUX
easat-5421	43	10	make	make	VERB
easat-5421	43	11	more	more	ADV
easat-5421	43	12	informed	informed	ADJ
easat-5421	43	13	decisions	decision	NOUN
easat-5421	43	14	in	in	ADP
easat-5421	43	15	various	various	ADJ
easat-5421	43	16	key	key	ADJ
easat-5421	43	17	areas	area	NOUN
easat-5421	43	18	of	of	ADP
easat-5421	43	19	management	management	NOUN
easat-5421	43	20	.	.	PUNCT
easat-5421	44	1	liquidity	liquidity	NOUN
easat-5421	44	2	ratios	ratio	NOUN
easat-5421	44	3	,	,	PUNCT
easat-5421	44	4	for	for	ADP
easat-5421	44	5	example	example	NOUN
easat-5421	44	6	,	,	PUNCT
easat-5421	44	7	allow	allow	VERB
easat-5421	44	8	these	these	DET
easat-5421	44	9	companies	company	NOUN
easat-5421	44	10	to	to	PART
easat-5421	44	11	evaluate	evaluate	VERB
easat-5421	44	12	their	their	PRON
easat-5421	44	13	ability	ability	NOUN
easat-5421	44	14	to	to	PART
easat-5421	44	15	meet	meet	VERB
easat-5421	44	16	short	short	ADJ
easat-5421	44	17	-	-	PUNCT
easat-5421	44	18	term	term	NOUN
easat-5421	44	19	financial	financial	ADJ
easat-5421	44	20	obligations	obligation	NOUN
easat-5421	44	21	,	,	PUNCT
easat-5421	44	22	such	such	ADJ
easat-5421	44	23	as	as	ADP
easat-5421	44	24	paying	pay	VERB
easat-5421	44	25	suppliers	supplier	NOUN
easat-5421	44	26	or	or	CCONJ
easat-5421	44	27	managing	manage	VERB
easat-5421	44	28	salaries	salary	NOUN
easat-5421	44	29	,	,	PUNCT
easat-5421	44	30	while	while	SCONJ
easat-5421	44	31	activity	activity	NOUN
easat-5421	44	32	ratios	ratio	NOUN
easat-5421	44	33	reveal	reveal	VERB
easat-5421	44	34	the	the	DET
easat-5421	44	35	efficiency	efficiency	NOUN
easat-5421	44	36	with	with	ADP
easat-5421	44	37	which	which	PRON
easat-5421	44	38	they	they	PRON
easat-5421	44	39	manage	manage	VERB
easat-5421	44	40	assets	asset	NOUN
easat-5421	44	41	such	such	ADJ
easat-5421	44	42	as	as	ADP
easat-5421	44	43	inventories	inventory	NOUN
easat-5421	44	44	and	and	CCONJ
easat-5421	44	45	accounts	account	VERB
easat-5421	44	46	receivable	receivable	ADJ
easat-5421	44	47	.	.	PUNCT
easat-5421	45	1	this	this	DET
easat-5421	45	2	information	information	NOUN
easat-5421	45	3	is	be	AUX
easat-5421	45	4	crucial	crucial	ADJ
easat-5421	45	5	for	for	SCONJ
easat-5421	45	6	msmes	msme	NOUN
easat-5421	45	7	to	to	PART
easat-5421	45	8	identify	identify	VERB
easat-5421	45	9	areas	area	NOUN
easat-5421	45	10	for	for	ADP
easat-5421	45	11	improvement	improvement	NOUN
easat-5421	45	12	,	,	PUNCT
easat-5421	45	13	optimize	optimize	NOUN
easat-5421	45	14	resources	resource	NOUN
easat-5421	45	15	,	,	PUNCT
easat-5421	45	16	and	and	CCONJ
easat-5421	45	17	develop	develop	VERB
easat-5421	45	18	strategies	strategy	NOUN
easat-5421	45	19	that	that	PRON
easat-5421	45	20	promote	promote	VERB
easat-5421	45	21	sustainable	sustainable	ADJ
easat-5421	45	22	growth	growth	NOUN
easat-5421	45	23	in	in	ADP
easat-5421	45	24	the	the	DET
easat-5421	45	25	market	market	NOUN
easat-5421	45	26	[	[	X
easat-5421	45	27	24	24	NUM
easat-5421	45	28	-	-	SYM
easat-5421	45	29	26	26	NUM
easat-5421	45	30	]	]	PUNCT
easat-5421	45	31	.	.	PUNCT
easat-5421	46	1	the	the	DET
easat-5421	46	2	study	study	NOUN
easat-5421	46	3	contributes	contribute	VERB
easat-5421	46	4	to	to	ADP
easat-5421	46	5	streamlining	streamline	VERB
easat-5421	46	6	business	business	NOUN
easat-5421	46	7	decision	decision	NOUN
easat-5421	46	8	-	-	PUNCT
easat-5421	46	9	making	making	NOUN
easat-5421	46	10	through	through	ADP
easat-5421	46	11	the	the	DET
easat-5421	46	12	integration	integration	NOUN
easat-5421	46	13	of	of	ADP
easat-5421	46	14	digital	digital	ADJ
easat-5421	46	15	tools	tool	NOUN
easat-5421	46	16	and	and	CCONJ
easat-5421	46	17	artificial	artificial	ADJ
easat-5421	46	18	intelligence	intelligence	NOUN
easat-5421	46	19	(	(	PUNCT
easat-5421	46	20	ai	ai	NOUN
easat-5421	46	21	)	)	PUNCT
easat-5421	46	22	,	,	PUNCT
easat-5421	46	23	optimizing	optimize	VERB
easat-5421	46	24	financial	financial	ADJ
easat-5421	46	25	assessment	assessment	NOUN
easat-5421	46	26	.	.	PUNCT
easat-5421	47	1	ai	ai	VERB
easat-5421	47	2	-	-	PUNCT
easat-5421	47	3	based	base	VERB
easat-5421	47	4	tools	tool	NOUN
easat-5421	47	5	improve	improve	VERB
easat-5421	47	6	the	the	DET
easat-5421	47	7	efficiency	efficiency	NOUN
easat-5421	47	8	and	and	CCONJ
easat-5421	47	9	accuracy	accuracy	NOUN
easat-5421	47	10	of	of	ADP
easat-5421	47	11	accounting	accounting	NOUN
easat-5421	47	12	processes	process	NOUN
easat-5421	47	13	,	,	PUNCT
easat-5421	47	14	driving	drive	VERB
easat-5421	47	15	their	their	PRON
easat-5421	47	16	digital	digital	ADJ
easat-5421	47	17	transformation	transformation	NOUN
easat-5421	47	18	.	.	PUNCT
easat-5421	48	1	additionally	additionally	ADV
easat-5421	48	2	,	,	PUNCT
easat-5421	48	3	they	they	PRON
easat-5421	48	4	redefine	redefine	VERB
easat-5421	48	5	the	the	DET
easat-5421	48	6	role	role	NOUN
easat-5421	48	7	of	of	ADP
easat-5421	48	8	accountants	accountant	NOUN
easat-5421	48	9	,	,	PUNCT
easat-5421	48	10	who	who	PRON
easat-5421	48	11	must	must	AUX
easat-5421	48	12	complement	complement	VERB
easat-5421	48	13	their	their	PRON
easat-5421	48	14	expertise	expertise	NOUN
easat-5421	48	15	with	with	ADP
easat-5421	48	16	advanced	advanced	ADJ
easat-5421	48	17	technological	technological	ADJ
easat-5421	48	18	skills	skill	NOUN
easat-5421	48	19	.	.	PUNCT
easat-5421	49	1	this	this	DET
easat-5421	49	2	approach	approach	NOUN
easat-5421	49	3	facilitates	facilitate	VERB
easat-5421	49	4	greater	great	ADJ
easat-5421	49	5	adaptability	adaptability	NOUN
easat-5421	49	6	and	and	CCONJ
easat-5421	49	7	competitiveness	competitiveness	NOUN
easat-5421	49	8	in	in	ADP
easat-5421	49	9	a	a	DET
easat-5421	49	10	constantly	constantly	ADV
easat-5421	49	11	evolving	evolve	VERB
easat-5421	49	12	accounting	accounting	NOUN
easat-5421	49	13	environment	environment	NOUN
easat-5421	49	14	[	[	X
easat-5421	49	15	27	27	NUM
easat-5421	49	16	-	-	SYM
easat-5421	49	17	29	29	NUM
easat-5421	49	18	]	]	PUNCT
easat-5421	49	19	.	.	PUNCT
easat-5421	50	1	micro	micro	PROPN
easat-5421	50	2	and	and	CCONJ
easat-5421	50	3	small	small	ADJ
easat-5421	50	4	enterprises	enterprise	NOUN
easat-5421	50	5	(	(	PUNCT
easat-5421	50	6	msmes	msme	NOUN
easat-5421	50	7	)	)	PUNCT
easat-5421	50	8	in	in	ADP
easat-5421	50	9	chimbote	chimbote	NOUN
easat-5421	50	10	face	face	VERB
easat-5421	50	11	significant	significant	ADJ
easat-5421	50	12	challenges	challenge	NOUN
easat-5421	50	13	in	in	ADP
easat-5421	50	14	financial	financial	ADJ
easat-5421	50	15	decisionmaking	decisionmaking	NOUN
easat-5421	50	16	due	due	ADP
easat-5421	50	17	to	to	ADP
easat-5421	50	18	the	the	DET
easat-5421	50	19	lack	lack	NOUN
easat-5421	50	20	of	of	ADP
easat-5421	50	21	advanced	advanced	ADJ
easat-5421	50	22	technological	technological	ADJ
easat-5421	50	23	tools	tool	NOUN
easat-5421	50	24	that	that	PRON
easat-5421	50	25	enable	enable	VERB
easat-5421	50	26	them	they	PRON
easat-5421	50	27	to	to	PART
easat-5421	50	28	accurately	accurately	ADV
easat-5421	50	29	evaluate	evaluate	VERB
easat-5421	50	30	their	their	PRON
easat-5421	50	31	financial	financial	ADJ
easat-5421	50	32	indicators	indicator	NOUN
easat-5421	50	33	.	.	PUNCT
easat-5421	51	1	dependence	dependence	NOUN
easat-5421	51	2	on	on	ADP
easat-5421	51	3	manual	manual	ADJ
easat-5421	51	4	and	and	CCONJ
easat-5421	51	5	outdated	outdated	ADJ
easat-5421	51	6	processes	process	NOUN
easat-5421	51	7	leads	lead	VERB
easat-5421	51	8	to	to	ADP
easat-5421	51	9	errors	error	NOUN
easat-5421	51	10	,	,	PUNCT
easat-5421	51	11	delays	delay	NOUN
easat-5421	51	12	,	,	PUNCT
easat-5421	51	13	and	and	CCONJ
easat-5421	51	14	limited	limited	ADJ
easat-5421	51	15	responsiveness	responsiveness	NOUN
easat-5421	51	16	to	to	ADP
easat-5421	51	17	changes	change	NOUN
easat-5421	51	18	in	in	ADP
easat-5421	51	19	the	the	DET
easat-5421	51	20	economic	economic	ADJ
easat-5421	51	21	environment	environment	NOUN
easat-5421	51	22	,	,	PUNCT
easat-5421	51	23	directly	directly	ADV
easat-5421	51	24	impacting	impact	VERB
easat-5421	51	25	their	their	PRON
easat-5421	51	26	competitiveness	competitiveness	NOUN
easat-5421	51	27	and	and	CCONJ
easat-5421	51	28	sustainability	sustainability	NOUN
easat-5421	51	29	.	.	PUNCT
easat-5421	52	1	in	in	ADP
easat-5421	52	2	a	a	DET
easat-5421	52	3	context	context	NOUN
easat-5421	52	4	of	of	ADP
easat-5421	52	5	digital	digital	ADJ
easat-5421	52	6	transformation	transformation	NOUN
easat-5421	52	7	,	,	PUNCT
easat-5421	52	8	msmes	msme	NOUN
easat-5421	52	9	must	must	AUX
easat-5421	52	10	quickly	quickly	ADV
easat-5421	52	11	adapt	adapt	VERB
easat-5421	52	12	to	to	ADP
easat-5421	52	13	new	new	ADJ
easat-5421	52	14	technologies	technology	NOUN
easat-5421	52	15	such	such	ADJ
easat-5421	52	16	as	as	ADP
easat-5421	52	17	artificial	artificial	ADJ
easat-5421	52	18	intelligence	intelligence	NOUN
easat-5421	52	19	(	(	PUNCT
easat-5421	52	20	ai	ai	NOUN
easat-5421	52	21	)	)	PUNCT
easat-5421	52	22	,	,	PUNCT
easat-5421	52	23	which	which	PRON
easat-5421	52	24	can	can	AUX
easat-5421	52	25	automate	automate	VERB
easat-5421	52	26	financial	financial	ADJ
easat-5421	52	27	assessment	assessment	NOUN
easat-5421	52	28	and	and	CCONJ
easat-5421	52	29	provide	provide	VERB
easat-5421	52	30	more	more	ADV
easat-5421	52	31	accurate	accurate	ADJ
easat-5421	52	32	,	,	PUNCT
easat-5421	52	33	real	real	ADJ
easat-5421	52	34	-	-	PUNCT
easat-5421	52	35	time	time	NOUN
easat-5421	52	36	analysis	analysis	NOUN
easat-5421	52	37	.	.	PUNCT
easat-5421	53	1	however	however	ADV
easat-5421	53	2	,	,	PUNCT
easat-5421	53	3	many	many	ADJ
easat-5421	53	4	msmes	msme	NOUN
easat-5421	53	5	have	have	AUX
easat-5421	53	6	not	not	PART
easat-5421	53	7	adopted	adopt	VERB
easat-5421	53	8	these	these	DET
easat-5421	53	9	tools	tool	NOUN
easat-5421	53	10	due	due	ADJ
easat-5421	53	11	to	to	ADP
easat-5421	53	12	a	a	DET
easat-5421	53	13	lack	lack	NOUN
easat-5421	53	14	of	of	ADP
easat-5421	53	15	knowledge	knowledge	NOUN
easat-5421	53	16	or	or	CCONJ
easat-5421	53	17	resources	resource	NOUN
easat-5421	53	18	,	,	PUNCT
easat-5421	53	19	exacerbating	exacerbate	VERB
easat-5421	53	20	their	their	PRON
easat-5421	53	21	situation	situation	NOUN
easat-5421	53	22	in	in	ADP
easat-5421	53	23	an	an	DET
easat-5421	53	24	uncertain	uncertain	ADJ
easat-5421	53	25	economic	economic	ADJ
easat-5421	53	26	environment	environment	NOUN
easat-5421	53	27	.	.	PUNCT
easat-5421	54	1	the	the	DET
easat-5421	54	2	implementation	implementation	NOUN
easat-5421	54	3	of	of	ADP
easat-5421	54	4	a	a	DET
easat-5421	54	5	digital	digital	ADJ
easat-5421	54	6	tool	tool	NOUN
easat-5421	54	7	based	base	VERB
easat-5421	54	8	on	on	ADP
easat-5421	54	9	ai	ai	NOUN
easat-5421	54	10	could	could	AUX
easat-5421	54	11	significantly	significantly	ADV
easat-5421	54	12	improve	improve	VERB
easat-5421	54	13	financial	financial	ADJ
easat-5421	54	14	decision	decision	NOUN
easat-5421	54	15	-	-	PUNCT
easat-5421	54	16	making	making	NOUN
easat-5421	54	17	,	,	PUNCT
easat-5421	54	18	but	but	CCONJ
easat-5421	54	19	its	its	PRON
easat-5421	54	20	concrete	concrete	ADJ
easat-5421	54	21	impact	impact	NOUN
easat-5421	54	22	on	on	ADP
easat-5421	54	23	performance	performance	NOUN
easat-5421	54	24	is	be	AUX
easat-5421	54	25	unknown	unknown	ADJ
easat-5421	54	26	,	,	PUNCT
easat-5421	54	27	justifying	justify	VERB
easat-5421	54	28	the	the	DET
easat-5421	54	29	need	need	NOUN
easat-5421	54	30	for	for	SCONJ
easat-5421	54	31	a	a	DET
easat-5421	54	32	study	study	NOUN
easat-5421	54	33	to	to	PART
easat-5421	54	34	evaluate	evaluate	VERB
easat-5421	54	35	this	this	DET
easat-5421	54	36	effect	effect	NOUN
easat-5421	54	37	on	on	ADP
easat-5421	54	38	msmes	msme	NOUN
easat-5421	54	39	in	in	ADP
easat-5421	54	40	chimbote	chimbote	NOUN
easat-5421	54	41	.	.	PUNCT
easat-5421	55	1	given	give	VERB
easat-5421	55	2	the	the	DET
easat-5421	55	3	mentioned	mention	VERB
easat-5421	55	4	problem	problem	NOUN
easat-5421	55	5	,	,	PUNCT
easat-5421	55	6	the	the	DET
easat-5421	55	7	following	follow	VERB
easat-5421	55	8	general	general	ADJ
easat-5421	55	9	objective	objective	NOUN
easat-5421	55	10	was	be	AUX
easat-5421	55	11	proposed	propose	VERB
easat-5421	55	12	:	:	PUNCT
easat-5421	55	13	to	to	PART
easat-5421	55	14	evaluate	evaluate	VERB
easat-5421	55	15	the	the	DET
easat-5421	55	16	impact	impact	NOUN
easat-5421	55	17	of	of	ADP
easat-5421	55	18	implementing	implement	VERB
easat-5421	55	19	a	a	DET
easat-5421	55	20	digital	digital	ADJ
easat-5421	55	21	tool	tool	NOUN
easat-5421	55	22	based	base	VERB
easat-5421	55	23	on	on	ADP
easat-5421	55	24	artificial	artificial	ADJ
easat-5421	55	25	intelligence	intelligence	NOUN
easat-5421	55	26	in	in	ADP
easat-5421	55	27	the	the	DET
easat-5421	55	28	financial	financial	ADJ
easat-5421	55	29	assessment	assessment	NOUN
easat-5421	55	30	of	of	ADP
easat-5421	55	31	msmes	msme	NOUN
easat-5421	55	32	in	in	ADP
easat-5421	55	33	chimbote	chimbote	NOUN
easat-5421	55	34	,	,	PUNCT
easat-5421	55	35	with	with	ADP
easat-5421	55	36	the	the	DET
easat-5421	55	37	aim	aim	NOUN
easat-5421	55	38	of	of	ADP
easat-5421	55	39	optimizing	optimize	VERB
easat-5421	55	40	precision	precision	NOUN
easat-5421	55	41	and	and	CCONJ
easat-5421	55	42	efficiency	efficiency	NOUN
easat-5421	55	43	in	in	ADP
easat-5421	55	44	strategic	strategic	ADJ
easat-5421	55	45	decision	decision	NOUN
easat-5421	55	46	-	-	PUNCT
easat-5421	55	47	making	making	NOUN
easat-5421	55	48	.	.	PUNCT
easat-5421	56	1	1090	1090	NUM
easat-5421	56	2	edelweiss	edelweiss	PROPN
easat-5421	56	3	applied	apply	VERB
easat-5421	56	4	science	science	NOUN
easat-5421	56	5	and	and	CCONJ
easat-5421	56	6	technology	technology	NOUN
easat-5421	56	7	issn	issn	PROPN
easat-5421	56	8	:	:	PUNCT
easat-5421	56	9	2576	2576	NUM
easat-5421	56	10	-	-	SYM
easat-5421	56	11	8484	8484	NUM
easat-5421	56	12	vol	vol	NOUN
easat-5421	56	13	.	.	PROPN
easat-5421	57	1	9	9	NUM
easat-5421	57	2	,	,	PUNCT
easat-5421	57	3	no	no	INTJ
easat-5421	57	4	.	.	NOUN
easat-5421	58	1	3	3	NUM
easat-5421	58	2	:	:	SYM
easat-5421	58	3	1088	1088	NUM
easat-5421	58	4	-	-	SYM
easat-5421	58	5	1095	1095	NUM
easat-5421	58	6	,	,	PUNCT
easat-5421	58	7	2025	2025	NUM
easat-5421	58	8	doi	doi	NOUN
easat-5421	58	9	:	:	PUNCT
easat-5421	58	10	10.55214/25768484.v9i3.5421	10.55214/25768484.v9i3.5421	NUM
easat-5421	58	11	©	©	PROPN
easat-5421	58	12	2025	2025	NUM
easat-5421	58	13	by	by	ADP
easat-5421	58	14	the	the	DET
easat-5421	58	15	authors	author	NOUN
easat-5421	58	16	;	;	PUNCT
easat-5421	58	17	licensee	licensee	PROPN
easat-5421	58	18	learning	learning	NOUN
easat-5421	58	19	gate	gate	NOUN
easat-5421	58	20	2	2	NUM
easat-5421	58	21	.	.	PUNCT
easat-5421	59	1	literature	literature	PROPN
easat-5421	59	2	review	review	VERB
easat-5421	59	3	2.1	2.1	NUM
easat-5421	59	4	.	.	PUNCT
easat-5421	60	1	digital	digital	ADJ
easat-5421	60	2	financial	financial	ADJ
easat-5421	60	3	tool	tool	NOUN
easat-5421	60	4	with	with	ADP
easat-5421	60	5	artificial	artificial	ADJ
easat-5421	60	6	intelligence	intelligence	NOUN
easat-5421	60	7	(	(	PUNCT
easat-5421	60	8	ai	ai	VERB
easat-5421	60	9	)	)	PUNCT
easat-5421	60	10	a	a	DET
easat-5421	60	11	digital	digital	ADJ
easat-5421	60	12	financial	financial	ADJ
easat-5421	60	13	tool	tool	NOUN
easat-5421	60	14	with	with	ADP
easat-5421	60	15	ai	ai	PROPN
easat-5421	60	16	is	be	AUX
easat-5421	60	17	a	a	DET
easat-5421	60	18	technological	technological	ADJ
easat-5421	60	19	solution	solution	NOUN
easat-5421	60	20	that	that	PRON
easat-5421	60	21	automates	automate	VERB
easat-5421	60	22	the	the	DET
easat-5421	60	23	analysis	analysis	NOUN
easat-5421	60	24	of	of	ADP
easat-5421	60	25	financial	financial	ADJ
easat-5421	60	26	data	datum	NOUN
easat-5421	60	27	and	and	CCONJ
easat-5421	60	28	measures	measure	VERB
easat-5421	60	29	key	key	ADJ
easat-5421	60	30	ratios	ratio	NOUN
easat-5421	60	31	such	such	ADJ
easat-5421	60	32	as	as	ADP
easat-5421	60	33	liquidity	liquidity	NOUN
easat-5421	60	34	,	,	PUNCT
easat-5421	60	35	profitability	profitability	NOUN
easat-5421	60	36	,	,	PUNCT
easat-5421	60	37	and	and	CCONJ
easat-5421	60	38	debt	debt	NOUN
easat-5421	60	39	.	.	PUNCT
easat-5421	61	1	by	by	ADP
easat-5421	61	2	leveraging	leverage	VERB
easat-5421	61	3	artificial	artificial	ADJ
easat-5421	61	4	intelligence	intelligence	NOUN
easat-5421	61	5	,	,	PUNCT
easat-5421	61	6	these	these	DET
easat-5421	61	7	tools	tool	NOUN
easat-5421	61	8	identify	identify	VERB
easat-5421	61	9	patterns	pattern	NOUN
easat-5421	61	10	,	,	PUNCT
easat-5421	61	11	predict	predict	VERB
easat-5421	61	12	financial	financial	ADJ
easat-5421	61	13	issues	issue	NOUN
easat-5421	61	14	,	,	PUNCT
easat-5421	61	15	and	and	CCONJ
easat-5421	61	16	provide	provide	VERB
easat-5421	61	17	recommendations	recommendation	NOUN
easat-5421	61	18	to	to	PART
easat-5421	61	19	enhance	enhance	VERB
easat-5421	61	20	decision	decision	NOUN
easat-5421	61	21	-	-	PUNCT
easat-5421	61	22	making	make	VERB
easat-5421	61	23	and	and	CCONJ
easat-5421	61	24	risk	risk	NOUN
easat-5421	61	25	control	control	NOUN
easat-5421	61	26	.	.	PUNCT
easat-5421	62	1	they	they	PRON
easat-5421	62	2	facilitate	facilitate	VERB
easat-5421	62	3	real	real	ADJ
easat-5421	62	4	-	-	PUNCT
easat-5421	62	5	time	time	NOUN
easat-5421	62	6	analysis	analysis	NOUN
easat-5421	62	7	and	and	CCONJ
easat-5421	62	8	help	help	VERB
easat-5421	62	9	companies	company	NOUN
easat-5421	62	10	,	,	PUNCT
easat-5421	62	11	including	include	VERB
easat-5421	62	12	micro	micro	NOUN
easat-5421	62	13	-	-	NOUN
easat-5421	62	14	enterprises	enterprise	NOUN
easat-5421	62	15	,	,	PUNCT
easat-5421	62	16	evaluate	evaluate	VERB
easat-5421	62	17	their	their	PRON
easat-5421	62	18	financial	financial	ADJ
easat-5421	62	19	performance	performance	NOUN
easat-5421	62	20	and	and	CCONJ
easat-5421	62	21	increase	increase	VERB
easat-5421	62	22	their	their	PRON
easat-5421	62	23	competitiveness	competitiveness	NOUN
easat-5421	62	24	[	[	X
easat-5421	62	25	30	30	NUM
easat-5421	62	26	-	-	SYM
easat-5421	62	27	32	32	NUM
easat-5421	62	28	]	]	PUNCT
easat-5421	62	29	.	.	PUNCT
easat-5421	63	1	ai	ai	VERB
easat-5421	63	2	-	-	PUNCT
easat-5421	63	3	powered	power	VERB
easat-5421	63	4	digital	digital	ADJ
easat-5421	63	5	tools	tool	NOUN
easat-5421	63	6	are	be	AUX
easat-5421	63	7	transforming	transform	VERB
easat-5421	63	8	financial	financial	ADJ
easat-5421	63	9	assessment	assessment	NOUN
easat-5421	63	10	in	in	ADP
easat-5421	63	11	companies	company	NOUN
easat-5421	63	12	by	by	ADP
easat-5421	63	13	automating	automate	VERB
easat-5421	63	14	processes	process	NOUN
easat-5421	63	15	and	and	CCONJ
easat-5421	63	16	improving	improve	VERB
easat-5421	63	17	the	the	DET
easat-5421	63	18	accuracy	accuracy	NOUN
easat-5421	63	19	of	of	ADP
easat-5421	63	20	risk	risk	NOUN
easat-5421	63	21	evaluations	evaluation	NOUN
easat-5421	63	22	.	.	PUNCT
easat-5421	64	1	technologies	technology	NOUN
easat-5421	64	2	such	such	ADJ
easat-5421	64	3	as	as	ADP
easat-5421	64	4	predictive	predictive	ADJ
easat-5421	64	5	analytics	analytic	NOUN
easat-5421	64	6	models	model	NOUN
easat-5421	64	7	and	and	CCONJ
easat-5421	64	8	machine	machine	NOUN
easat-5421	64	9	learning	learning	NOUN
easat-5421	64	10	allow	allow	VERB
easat-5421	64	11	the	the	DET
easat-5421	64	12	identification	identification	NOUN
easat-5421	64	13	of	of	ADP
easat-5421	64	14	patterns	pattern	NOUN
easat-5421	64	15	within	within	ADP
easat-5421	64	16	large	large	ADJ
easat-5421	64	17	volumes	volume	NOUN
easat-5421	64	18	of	of	ADP
easat-5421	64	19	historical	historical	ADJ
easat-5421	64	20	data	datum	NOUN
easat-5421	64	21	,	,	PUNCT
easat-5421	64	22	making	make	VERB
easat-5421	64	23	it	it	PRON
easat-5421	64	24	easier	easy	ADJ
easat-5421	64	25	to	to	PART
easat-5421	64	26	predict	predict	VERB
easat-5421	64	27	future	future	ADJ
easat-5421	64	28	events	event	NOUN
easat-5421	64	29	.	.	PUNCT
easat-5421	65	1	these	these	DET
easat-5421	65	2	tools	tool	NOUN
easat-5421	65	3	not	not	PART
easat-5421	65	4	only	only	ADV
easat-5421	65	5	help	help	AUX
easat-5421	65	6	mitigate	mitigate	VERB
easat-5421	65	7	financial	financial	ADJ
easat-5421	65	8	risks	risk	NOUN
easat-5421	65	9	but	but	CCONJ
easat-5421	65	10	also	also	ADV
easat-5421	65	11	optimize	optimize	VERB
easat-5421	65	12	strategic	strategic	ADJ
easat-5421	65	13	decision	decision	NOUN
easat-5421	65	14	-	-	PUNCT
easat-5421	65	15	making	making	NOUN
easat-5421	65	16	.	.	PUNCT
easat-5421	66	1	data	datum	NOUN
easat-5421	66	2	analytics	analytic	NOUN
easat-5421	66	3	platforms	platform	NOUN
easat-5421	66	4	enable	enable	VERB
easat-5421	66	5	financial	financial	ADJ
easat-5421	66	6	managers	manager	NOUN
easat-5421	66	7	to	to	PART
easat-5421	66	8	centralize	centralize	VERB
easat-5421	66	9	risk	risk	NOUN
easat-5421	66	10	management	management	NOUN
easat-5421	66	11	,	,	PUNCT
easat-5421	66	12	monitor	monitor	VERB
easat-5421	66	13	results	result	NOUN
easat-5421	66	14	,	,	PUNCT
easat-5421	66	15	and	and	CCONJ
easat-5421	66	16	adjust	adjust	VERB
easat-5421	66	17	strategies	strategy	NOUN
easat-5421	66	18	with	with	ADP
easat-5421	66	19	greater	great	ADJ
easat-5421	66	20	agility	agility	NOUN
easat-5421	66	21	and	and	CCONJ
easat-5421	66	22	efficiency	efficiency	NOUN
easat-5421	66	23	,	,	PUNCT
easat-5421	66	24	strengthening	strengthen	VERB
easat-5421	66	25	companies	company	NOUN
easat-5421	66	26	'	'	PART
easat-5421	66	27	ability	ability	NOUN
easat-5421	66	28	to	to	PART
easat-5421	66	29	face	face	VERB
easat-5421	66	30	economic	economic	ADJ
easat-5421	66	31	uncertainties	uncertainty	NOUN
easat-5421	66	32	and	and	CCONJ
easat-5421	66	33	changing	change	VERB
easat-5421	66	34	regulations	regulation	NOUN
easat-5421	66	35	[	[	X
easat-5421	66	36	33	33	NUM
easat-5421	66	37	,	,	PUNCT
easat-5421	66	38	34	34	NUM
easat-5421	66	39	]	]	PUNCT
easat-5421	66	40	.	.	PUNCT
easat-5421	67	1	artificial	artificial	ADJ
easat-5421	67	2	intelligence	intelligence	NOUN
easat-5421	67	3	is	be	AUX
easat-5421	67	4	defined	define	VERB
easat-5421	67	5	as	as	ADP
easat-5421	67	6	the	the	DET
easat-5421	67	7	simulation	simulation	NOUN
easat-5421	67	8	of	of	ADP
easat-5421	67	9	human	human	ADJ
easat-5421	67	10	intelligence	intelligence	NOUN
easat-5421	67	11	in	in	ADP
easat-5421	67	12	machines	machine	NOUN
easat-5421	67	13	,	,	PUNCT
easat-5421	67	14	capable	capable	ADJ
easat-5421	67	15	of	of	ADP
easat-5421	67	16	solving	solve	VERB
easat-5421	67	17	complex	complex	ADJ
easat-5421	67	18	tasks	task	NOUN
easat-5421	67	19	in	in	ADP
easat-5421	67	20	various	various	ADJ
easat-5421	67	21	business	business	NOUN
easat-5421	67	22	environments	environment	NOUN
easat-5421	68	1	[	[	X
easat-5421	68	2	3	3	NUM
easat-5421	68	3	]	]	PUNCT
easat-5421	68	4	.	.	PUNCT
easat-5421	69	1	these	these	DET
easat-5421	69	2	advancements	advancement	NOUN
easat-5421	69	3	allow	allow	VERB
easat-5421	69	4	for	for	ADP
easat-5421	69	5	more	more	ADV
easat-5421	69	6	efficient	efficient	ADJ
easat-5421	69	7	management	management	NOUN
easat-5421	69	8	of	of	ADP
easat-5421	69	9	large	large	ADJ
easat-5421	69	10	volumes	volume	NOUN
easat-5421	69	11	of	of	ADP
easat-5421	69	12	financial	financial	ADJ
easat-5421	69	13	data	datum	NOUN
easat-5421	69	14	,	,	PUNCT
easat-5421	69	15	streamlining	streamline	VERB
easat-5421	69	16	key	key	ADJ
easat-5421	69	17	processes	process	NOUN
easat-5421	69	18	for	for	ADP
easat-5421	69	19	business	business	NOUN
easat-5421	69	20	decision	decision	NOUN
easat-5421	69	21	-	-	PUNCT
easat-5421	69	22	making	making	NOUN
easat-5421	69	23	[	[	X
easat-5421	69	24	35	35	NUM
easat-5421	69	25	]	]	PUNCT
easat-5421	69	26	.	.	PUNCT
easat-5421	70	1	although	although	SCONJ
easat-5421	70	2	ai	ai	NOUN
easat-5421	70	3	does	do	AUX
easat-5421	70	4	not	not	PART
easat-5421	70	5	aim	aim	VERB
easat-5421	70	6	to	to	PART
easat-5421	70	7	replace	replace	VERB
easat-5421	70	8	human	human	ADJ
easat-5421	70	9	experts	expert	NOUN
easat-5421	70	10	,	,	PUNCT
easat-5421	70	11	its	its	PRON
easat-5421	70	12	integration	integration	NOUN
easat-5421	70	13	into	into	ADP
easat-5421	70	14	financial	financial	ADJ
easat-5421	70	15	management	management	NOUN
easat-5421	70	16	complements	complement	VERB
easat-5421	70	17	analytical	analytical	ADJ
easat-5421	70	18	efforts	effort	NOUN
easat-5421	70	19	,	,	PUNCT
easat-5421	70	20	enhancing	enhance	VERB
easat-5421	70	21	profitability	profitability	NOUN
easat-5421	70	22	and	and	CCONJ
easat-5421	70	23	operational	operational	ADJ
easat-5421	70	24	efficiency	efficiency	NOUN
easat-5421	70	25	in	in	ADP
easat-5421	70	26	companies	company	NOUN
easat-5421	70	27	[	[	X
easat-5421	70	28	36	36	NUM
easat-5421	70	29	,	,	PUNCT
easat-5421	70	30	37	37	NUM
easat-5421	70	31	]	]	PUNCT
easat-5421	70	32	.	.	PUNCT
easat-5421	71	1	various	various	ADJ
easat-5421	71	2	ai	ai	PROPN
easat-5421	71	3	techniques	technique	NOUN
easat-5421	71	4	,	,	PUNCT
easat-5421	71	5	such	such	ADJ
easat-5421	71	6	as	as	ADP
easat-5421	71	7	expert	expert	NOUN
easat-5421	71	8	systems	system	NOUN
easat-5421	71	9	,	,	PUNCT
easat-5421	71	10	neural	neural	ADJ
easat-5421	71	11	networks	network	NOUN
easat-5421	71	12	,	,	PUNCT
easat-5421	71	13	genetic	genetic	ADJ
easat-5421	71	14	algorithms	algorithm	NOUN
easat-5421	71	15	,	,	PUNCT
easat-5421	71	16	and	and	CCONJ
easat-5421	71	17	fuzzy	fuzzy	ADJ
easat-5421	71	18	logic	logic	NOUN
easat-5421	71	19	,	,	PUNCT
easat-5421	71	20	are	be	AUX
easat-5421	71	21	used	use	VERB
easat-5421	71	22	to	to	PART
easat-5421	71	23	implement	implement	VERB
easat-5421	71	24	digital	digital	ADJ
easat-5421	71	25	tools	tool	NOUN
easat-5421	71	26	.	.	PUNCT
easat-5421	72	1	in	in	ADP
easat-5421	72	2	the	the	DET
easat-5421	72	3	accounting	accounting	NOUN
easat-5421	72	4	field	field	NOUN
easat-5421	72	5	,	,	PUNCT
easat-5421	72	6	expert	expert	NOUN
easat-5421	72	7	systems	system	NOUN
easat-5421	72	8	and	and	CCONJ
easat-5421	72	9	artificial	artificial	ADJ
easat-5421	72	10	neural	neural	ADJ
easat-5421	72	11	networks	network	NOUN
easat-5421	72	12	are	be	AUX
easat-5421	72	13	the	the	DET
easat-5421	72	14	most	most	ADV
easat-5421	72	15	commonly	commonly	ADV
easat-5421	72	16	employed	employ	VERB
easat-5421	72	17	[	[	PUNCT
easat-5421	72	18	38	38	NUM
easat-5421	72	19	]	]	PUNCT
easat-5421	72	20	.	.	PUNCT
easat-5421	73	1	2.2	2.2	NUM
easat-5421	73	2	.	.	PUNCT
easat-5421	74	1	expert	expert	NOUN
easat-5421	74	2	systems	system	NOUN
easat-5421	74	3	expert	expert	NOUN
easat-5421	74	4	systems	system	NOUN
easat-5421	74	5	are	be	AUX
easat-5421	74	6	computer	computer	NOUN
easat-5421	74	7	programs	program	NOUN
easat-5421	74	8	that	that	PRON
easat-5421	74	9	simulate	simulate	VERB
easat-5421	74	10	human	human	ADJ
easat-5421	74	11	reasoning	reasoning	NOUN
easat-5421	74	12	in	in	ADP
easat-5421	74	13	specific	specific	ADJ
easat-5421	74	14	areas	area	NOUN
easat-5421	74	15	of	of	ADP
easat-5421	74	16	knowledge	knowledge	NOUN
easat-5421	74	17	.	.	PUNCT
easat-5421	75	1	they	they	PRON
easat-5421	75	2	collect	collect	VERB
easat-5421	75	3	,	,	PUNCT
easat-5421	75	4	process	process	NOUN
easat-5421	75	5	,	,	PUNCT
easat-5421	75	6	and	and	CCONJ
easat-5421	75	7	store	store	NOUN
easat-5421	75	8	information	information	NOUN
easat-5421	75	9	,	,	PUNCT
easat-5421	75	10	enabling	enable	VERB
easat-5421	75	11	decision	decision	NOUN
easat-5421	75	12	-	-	PUNCT
easat-5421	75	13	making	making	NOUN
easat-5421	75	14	based	base	VERB
easat-5421	75	15	on	on	ADP
easat-5421	75	16	predefined	predefine	VERB
easat-5421	75	17	rules	rule	NOUN
easat-5421	75	18	.	.	PUNCT
easat-5421	76	1	these	these	DET
easat-5421	76	2	systems	system	NOUN
easat-5421	76	3	provide	provide	VERB
easat-5421	76	4	users	user	NOUN
easat-5421	76	5	with	with	ADP
easat-5421	76	6	reliable	reliable	ADJ
easat-5421	76	7	recommendations	recommendation	NOUN
easat-5421	76	8	and	and	CCONJ
easat-5421	76	9	optimal	optimal	ADJ
easat-5421	76	10	solutions	solution	NOUN
easat-5421	76	11	for	for	ADP
easat-5421	76	12	complex	complex	ADJ
easat-5421	76	13	problems	problem	NOUN
easat-5421	76	14	,	,	PUNCT
easat-5421	76	15	even	even	ADV
easat-5421	76	16	in	in	ADP
easat-5421	76	17	uncertain	uncertain	ADJ
easat-5421	76	18	situations	situation	NOUN
easat-5421	76	19	.	.	PUNCT
easat-5421	77	1	by	by	ADP
easat-5421	77	2	utilizing	utilize	VERB
easat-5421	77	3	a	a	DET
easat-5421	77	4	structured	structured	ADJ
easat-5421	77	5	database	database	NOUN
easat-5421	77	6	with	with	ADP
easat-5421	77	7	specialized	specialized	ADJ
easat-5421	77	8	knowledge	knowledge	NOUN
easat-5421	77	9	,	,	PUNCT
easat-5421	77	10	expert	expert	NOUN
easat-5421	77	11	systems	system	NOUN
easat-5421	77	12	replicate	replicate	VERB
easat-5421	77	13	the	the	DET
easat-5421	77	14	ability	ability	NOUN
easat-5421	77	15	of	of	ADP
easat-5421	77	16	a	a	DET
easat-5421	77	17	human	human	NOUN
easat-5421	77	18	to	to	PART
easat-5421	77	19	solve	solve	VERB
easat-5421	77	20	problems	problem	NOUN
easat-5421	77	21	,	,	PUNCT
easat-5421	77	22	proving	prove	VERB
easat-5421	77	23	highly	highly	ADV
easat-5421	77	24	useful	useful	ADJ
easat-5421	77	25	in	in	ADP
easat-5421	77	26	fields	field	NOUN
easat-5421	77	27	such	such	ADJ
easat-5421	77	28	as	as	ADP
easat-5421	77	29	medicine	medicine	NOUN
easat-5421	77	30	,	,	PUNCT
easat-5421	77	31	finance	finance	NOUN
easat-5421	77	32	,	,	PUNCT
easat-5421	77	33	and	and	CCONJ
easat-5421	77	34	engineering	engineer	VERB
easat-5421	77	35	[	[	X
easat-5421	77	36	39	39	NUM
easat-5421	77	37	]	]	PUNCT
easat-5421	77	38	.	.	PUNCT
easat-5421	78	1	2.3	2.3	NUM
easat-5421	78	2	.	.	PUNCT
easat-5421	79	1	neural	neural	ADJ
easat-5421	79	2	networks	network	NOUN
easat-5421	79	3	neural	neural	ADJ
easat-5421	79	4	networks	network	NOUN
easat-5421	79	5	are	be	AUX
easat-5421	79	6	computational	computational	ADJ
easat-5421	79	7	models	model	NOUN
easat-5421	79	8	inspired	inspire	VERB
easat-5421	79	9	by	by	ADP
easat-5421	79	10	the	the	DET
easat-5421	79	11	functioning	functioning	NOUN
easat-5421	79	12	of	of	ADP
easat-5421	79	13	the	the	DET
easat-5421	79	14	human	human	ADJ
easat-5421	79	15	brain	brain	NOUN
easat-5421	79	16	.	.	PUNCT
easat-5421	80	1	they	they	PRON
easat-5421	80	2	are	be	AUX
easat-5421	80	3	composed	compose	VERB
easat-5421	80	4	of	of	ADP
easat-5421	80	5	layers	layer	NOUN
easat-5421	80	6	of	of	ADP
easat-5421	80	7	interconnected	interconnected	ADJ
easat-5421	80	8	nodes	node	NOUN
easat-5421	80	9	(	(	PUNCT
easat-5421	80	10	artificial	artificial	ADJ
easat-5421	80	11	neurons	neuron	NOUN
easat-5421	80	12	)	)	PUNCT
easat-5421	80	13	that	that	PRON
easat-5421	80	14	process	process	VERB
easat-5421	80	15	information	information	NOUN
easat-5421	80	16	in	in	ADP
easat-5421	80	17	parallel	parallel	NOUN
easat-5421	80	18	.	.	PUNCT
easat-5421	81	1	these	these	DET
easat-5421	81	2	networks	network	NOUN
easat-5421	81	3	can	can	AUX
easat-5421	81	4	learn	learn	VERB
easat-5421	81	5	from	from	ADP
easat-5421	81	6	data	datum	NOUN
easat-5421	81	7	patterns	pattern	NOUN
easat-5421	81	8	and	and	CCONJ
easat-5421	81	9	are	be	AUX
easat-5421	81	10	capable	capable	ADJ
easat-5421	81	11	of	of	ADP
easat-5421	81	12	performing	perform	VERB
easat-5421	81	13	complex	complex	ADJ
easat-5421	81	14	tasks	task	NOUN
easat-5421	81	15	such	such	ADJ
easat-5421	81	16	as	as	ADP
easat-5421	81	17	image	image	NOUN
easat-5421	81	18	recognition	recognition	NOUN
easat-5421	81	19	,	,	PUNCT
easat-5421	81	20	trend	trend	NOUN
easat-5421	81	21	prediction	prediction	NOUN
easat-5421	81	22	,	,	PUNCT
easat-5421	81	23	and	and	CCONJ
easat-5421	81	24	the	the	DET
easat-5421	81	25	analysis	analysis	NOUN
easat-5421	81	26	of	of	ADP
easat-5421	81	27	large	large	ADJ
easat-5421	81	28	volumes	volume	NOUN
easat-5421	81	29	of	of	ADP
easat-5421	81	30	information	information	NOUN
easat-5421	81	31	.	.	PUNCT
easat-5421	82	1	thanks	thank	NOUN
easat-5421	82	2	to	to	ADP
easat-5421	82	3	their	their	PRON
easat-5421	82	4	selflearning	selflearning	ADJ
easat-5421	82	5	and	and	CCONJ
easat-5421	82	6	adaptive	adaptive	ADJ
easat-5421	82	7	capabilities	capability	NOUN
easat-5421	82	8	,	,	PUNCT
easat-5421	82	9	neural	neural	ADJ
easat-5421	82	10	networks	network	NOUN
easat-5421	82	11	are	be	AUX
easat-5421	82	12	used	use	VERB
easat-5421	82	13	in	in	ADP
easat-5421	82	14	applications	application	NOUN
easat-5421	82	15	such	such	ADJ
easat-5421	82	16	as	as	ADP
easat-5421	82	17	artificial	artificial	ADJ
easat-5421	82	18	intelligence	intelligence	NOUN
easat-5421	82	19	,	,	PUNCT
easat-5421	82	20	finance	finance	NOUN
easat-5421	82	21	,	,	PUNCT
easat-5421	82	22	medicine	medicine	NOUN
easat-5421	82	23	,	,	PUNCT
easat-5421	82	24	and	and	CCONJ
easat-5421	82	25	technology	technology	NOUN
easat-5421	82	26	[	[	X
easat-5421	82	27	39	39	NUM
easat-5421	82	28	]	]	PUNCT
easat-5421	82	29	.	.	PUNCT
easat-5421	83	1	2.4	2.4	NUM
easat-5421	83	2	.	.	PUNCT
easat-5421	84	1	financial	financial	ADJ
easat-5421	84	2	assessment	assessment	NOUN
easat-5421	84	3	financial	financial	ADJ
easat-5421	84	4	assessment	assessment	NOUN
easat-5421	84	5	is	be	AUX
easat-5421	84	6	a	a	DET
easat-5421	84	7	process	process	NOUN
easat-5421	84	8	that	that	PRON
easat-5421	84	9	allows	allow	VERB
easat-5421	84	10	companies	company	NOUN
easat-5421	84	11	to	to	PART
easat-5421	84	12	analyze	analyze	VERB
easat-5421	84	13	various	various	ADJ
easat-5421	84	14	investment	investment	NOUN
easat-5421	84	15	alternatives	alternative	NOUN
easat-5421	84	16	to	to	PART
easat-5421	84	17	select	select	VERB
easat-5421	84	18	the	the	DET
easat-5421	84	19	most	most	ADV
easat-5421	84	20	profitable	profitable	ADJ
easat-5421	84	21	one	one	NUM
easat-5421	84	22	,	,	PUNCT
easat-5421	84	23	where	where	SCONJ
easat-5421	84	24	through	through	ADP
easat-5421	84	25	this	this	DET
easat-5421	84	26	evaluation	evaluation	NOUN
easat-5421	84	27	,	,	PUNCT
easat-5421	84	28	the	the	DET
easat-5421	84	29	costs	cost	NOUN
easat-5421	84	30	and	and	CCONJ
easat-5421	84	31	benefits	benefit	NOUN
easat-5421	84	32	associated	associate	VERB
easat-5421	84	33	with	with	ADP
easat-5421	84	34	projects	project	NOUN
easat-5421	84	35	are	be	AUX
easat-5421	84	36	compared	compare	VERB
easat-5421	84	37	,	,	PUNCT
easat-5421	84	38	helping	help	VERB
easat-5421	84	39	to	to	PART
easat-5421	84	40	determine	determine	VERB
easat-5421	84	41	their	their	PRON
easat-5421	84	42	profitability	profitability	NOUN
easat-5421	84	43	and	and	CCONJ
easat-5421	84	44	ability	ability	NOUN
easat-5421	84	45	to	to	PART
easat-5421	84	46	generate	generate	VERB
easat-5421	84	47	corporate	corporate	ADJ
easat-5421	84	48	value	value	NOUN
easat-5421	84	49	.	.	PUNCT
easat-5421	85	1	the	the	DET
easat-5421	85	2	main	main	ADJ
easat-5421	85	3	indicators	indicator	NOUN
easat-5421	85	4	used	use	VERB
easat-5421	85	5	are	be	AUX
easat-5421	85	6	the	the	DET
easat-5421	85	7	net	net	ADJ
easat-5421	85	8	present	present	ADJ
easat-5421	85	9	value	value	NOUN
easat-5421	85	10	(	(	PUNCT
easat-5421	85	11	npv	npv	NOUN
easat-5421	85	12	)	)	PUNCT
easat-5421	85	13	,	,	PUNCT
easat-5421	85	14	the	the	DET
easat-5421	85	15	internal	internal	ADJ
easat-5421	85	16	rate	rate	NOUN
easat-5421	85	17	of	of	ADP
easat-5421	85	18	return	return	NOUN
easat-5421	85	19	(	(	PUNCT
easat-5421	85	20	irr	irr	PROPN
easat-5421	85	21	)	)	PUNCT
easat-5421	85	22	,	,	PUNCT
easat-5421	85	23	and	and	CCONJ
easat-5421	85	24	the	the	DET
easat-5421	85	25	payback	payback	NOUN
easat-5421	85	26	period	period	NOUN
easat-5421	85	27	,	,	PUNCT
easat-5421	85	28	where	where	SCONJ
easat-5421	85	29	this	this	DET
easat-5421	85	30	analysis	analysis	NOUN
easat-5421	85	31	is	be	AUX
easat-5421	85	32	crucial	crucial	ADJ
easat-5421	85	33	to	to	PART
easat-5421	85	34	optimize	optimize	VERB
easat-5421	85	35	resources	resource	NOUN
easat-5421	85	36	and	and	CCONJ
easat-5421	85	37	ensure	ensure	VERB
easat-5421	85	38	the	the	DET
easat-5421	85	39	economic	economic	ADJ
easat-5421	85	40	viability	viability	NOUN
easat-5421	85	41	of	of	ADP
easat-5421	85	42	the	the	DET
easat-5421	85	43	selected	select	VERB
easat-5421	85	44	investments	investment	NOUN
easat-5421	85	45	[	[	X
easat-5421	85	46	40	40	NUM
easat-5421	85	47	,	,	PUNCT
easat-5421	85	48	41	41	NUM
easat-5421	85	49	]	]	PUNCT
easat-5421	85	50	.	.	PUNCT
easat-5421	86	1	financial	financial	ADJ
easat-5421	86	2	assessment	assessment	NOUN
easat-5421	86	3	is	be	AUX
easat-5421	86	4	also	also	ADV
easat-5421	86	5	a	a	DET
easat-5421	86	6	process	process	NOUN
easat-5421	86	7	that	that	PRON
easat-5421	86	8	allows	allow	VERB
easat-5421	86	9	analyzing	analyze	VERB
easat-5421	86	10	a	a	DET
easat-5421	86	11	company	company	NOUN
easat-5421	86	12	's	's	PART
easat-5421	86	13	economic	economic	ADJ
easat-5421	86	14	health	health	NOUN
easat-5421	86	15	through	through	ADP
easat-5421	86	16	tools	tool	NOUN
easat-5421	86	17	such	such	ADJ
easat-5421	86	18	as	as	ADP
easat-5421	86	19	ratio	ratio	NOUN
easat-5421	86	20	analysis	analysis	NOUN
easat-5421	86	21	and	and	CCONJ
easat-5421	86	22	the	the	DET
easat-5421	86	23	interpretation	interpretation	NOUN
easat-5421	86	24	of	of	ADP
easat-5421	86	25	financial	financial	ADJ
easat-5421	86	26	statements	statement	NOUN
easat-5421	86	27	,	,	PUNCT
easat-5421	86	28	being	be	AUX
easat-5421	86	29	fundamental	fundamental	ADJ
easat-5421	86	30	to	to	PART
easat-5421	86	31	identify	identify	VERB
easat-5421	86	32	1091	1091	NUM
easat-5421	86	33	edelweiss	edelweiss	PROPN
easat-5421	86	34	applied	apply	VERB
easat-5421	86	35	science	science	NOUN
easat-5421	86	36	and	and	CCONJ
easat-5421	86	37	technology	technology	NOUN
easat-5421	86	38	issn	issn	PROPN
easat-5421	86	39	:	:	PUNCT
easat-5421	86	40	2576	2576	NUM
easat-5421	86	41	-	-	SYM
easat-5421	86	42	8484	8484	NUM
easat-5421	86	43	vol	vol	NOUN
easat-5421	86	44	.	.	PROPN
easat-5421	87	1	9	9	NUM
easat-5421	87	2	,	,	PUNCT
easat-5421	87	3	no	no	INTJ
easat-5421	87	4	.	.	NOUN
easat-5421	88	1	3	3	NUM
easat-5421	88	2	:	:	SYM
easat-5421	88	3	1088	1088	NUM
easat-5421	88	4	-	-	SYM
easat-5421	88	5	1095	1095	NUM
easat-5421	88	6	,	,	PUNCT
easat-5421	88	7	2025	2025	NUM
easat-5421	88	8	doi	doi	NOUN
easat-5421	88	9	:	:	PUNCT
easat-5421	88	10	10.55214/25768484.v9i3.5421	10.55214/25768484.v9i3.5421	NUM
easat-5421	88	11	©	©	PROPN
easat-5421	88	12	2025	2025	NUM
easat-5421	88	13	by	by	ADP
easat-5421	88	14	the	the	DET
easat-5421	88	15	authors	author	NOUN
easat-5421	88	16	;	;	PUNCT
easat-5421	88	17	licensee	licensee	PROPN
easat-5421	88	18	learning	learning	NOUN
easat-5421	88	19	gate	gate	VERB
easat-5421	88	20	the	the	DET
easat-5421	88	21	organization	organization	NOUN
easat-5421	88	22	's	's	PART
easat-5421	88	23	operational	operational	ADJ
easat-5421	88	24	efficiency	efficiency	NOUN
easat-5421	88	25	,	,	PUNCT
easat-5421	88	26	liquidity	liquidity	NOUN
easat-5421	88	27	,	,	PUNCT
easat-5421	88	28	profitability	profitability	NOUN
easat-5421	88	29	,	,	PUNCT
easat-5421	88	30	and	and	CCONJ
easat-5421	88	31	debt	debt	NOUN
easat-5421	88	32	level	level	NOUN
easat-5421	88	33	.	.	PUNCT
easat-5421	89	1	based	base	VERB
easat-5421	89	2	on	on	ADP
easat-5421	89	3	this	this	DET
easat-5421	89	4	data	datum	NOUN
easat-5421	89	5	,	,	PUNCT
easat-5421	89	6	informed	inform	VERB
easat-5421	89	7	decisions	decision	NOUN
easat-5421	89	8	can	can	AUX
easat-5421	89	9	be	be	AUX
easat-5421	89	10	made	make	VERB
easat-5421	89	11	to	to	PART
easat-5421	89	12	improve	improve	VERB
easat-5421	89	13	financial	financial	ADJ
easat-5421	89	14	management	management	NOUN
easat-5421	89	15	and	and	CCONJ
easat-5421	89	16	long	long	ADJ
easat-5421	89	17	-	-	PUNCT
easat-5421	89	18	term	term	NOUN
easat-5421	89	19	sustainability	sustainability	NOUN
easat-5421	89	20	,	,	PUNCT
easat-5421	89	21	as	as	SCONJ
easat-5421	89	22	financial	financial	ADJ
easat-5421	89	23	assessment	assessment	NOUN
easat-5421	89	24	is	be	AUX
easat-5421	89	25	key	key	ADJ
easat-5421	89	26	to	to	ADP
easat-5421	89	27	anticipating	anticipate	VERB
easat-5421	89	28	potential	potential	ADJ
easat-5421	89	29	risks	risk	NOUN
easat-5421	89	30	,	,	PUNCT
easat-5421	89	31	optimizing	optimize	VERB
easat-5421	89	32	resource	resource	NOUN
easat-5421	89	33	use	use	NOUN
easat-5421	89	34	,	,	PUNCT
easat-5421	89	35	and	and	CCONJ
easat-5421	89	36	defining	define	VERB
easat-5421	89	37	strategies	strategy	NOUN
easat-5421	89	38	for	for	ADP
easat-5421	89	39	business	business	NOUN
easat-5421	89	40	growth	growth	NOUN
easat-5421	89	41	and	and	CCONJ
easat-5421	89	42	expansion	expansion	NOUN
easat-5421	90	1	[	[	X
easat-5421	90	2	42	42	NUM
easat-5421	90	3	]	]	PUNCT
easat-5421	90	4	.	.	PUNCT
easat-5421	91	1	3	3	X
easat-5421	91	2	.	.	X
easat-5421	91	3	methods	method	NOUN
easat-5421	91	4	this	this	DET
easat-5421	91	5	study	study	NOUN
easat-5421	91	6	employed	employ	VERB
easat-5421	91	7	a	a	DET
easat-5421	91	8	quantitative	quantitative	ADJ
easat-5421	91	9	quasi	quasi	ADJ
easat-5421	91	10	-	-	ADJ
easat-5421	91	11	experimental	experimental	ADJ
easat-5421	91	12	design	design	NOUN
easat-5421	91	13	,	,	PUNCT
easat-5421	91	14	a	a	DET
easat-5421	91	15	method	method	NOUN
easat-5421	91	16	that	that	PRON
easat-5421	91	17	allows	allow	VERB
easat-5421	91	18	evaluating	evaluate	VERB
easat-5421	91	19	whether	whether	SCONJ
easat-5421	91	20	an	an	DET
easat-5421	91	21	intervention	intervention	NOUN
easat-5421	91	22	,	,	PUNCT
easat-5421	91	23	in	in	ADP
easat-5421	91	24	this	this	DET
easat-5421	91	25	case	case	NOUN
easat-5421	91	26	,	,	PUNCT
easat-5421	91	27	the	the	DET
easat-5421	91	28	digital	digital	ADJ
easat-5421	91	29	tool	tool	NOUN
easat-5421	91	30	with	with	ADP
easat-5421	91	31	ai	ai	NOUN
easat-5421	91	32	,	,	PUNCT
easat-5421	91	33	has	have	VERB
easat-5421	91	34	a	a	DET
easat-5421	91	35	direct	direct	ADJ
easat-5421	91	36	effect	effect	NOUN
easat-5421	91	37	on	on	ADP
easat-5421	91	38	financial	financial	ADJ
easat-5421	91	39	assessment	assessment	NOUN
easat-5421	91	40	by	by	ADP
easat-5421	91	41	comparing	compare	VERB
easat-5421	91	42	an	an	DET
easat-5421	91	43	experimental	experimental	ADJ
easat-5421	91	44	group	group	NOUN
easat-5421	91	45	with	with	ADP
easat-5421	91	46	a	a	DET
easat-5421	91	47	control	control	NOUN
easat-5421	91	48	group	group	NOUN
easat-5421	91	49	through	through	ADP
easat-5421	91	50	pre	pre	NOUN
easat-5421	91	51	-	-	NOUN
easat-5421	91	52	tests	test	NOUN
easat-5421	91	53	and	and	CCONJ
easat-5421	91	54	post	post	ADJ
easat-5421	91	55	-	-	NOUN
easat-5421	91	56	tests	test	NOUN
easat-5421	91	57	to	to	PART
easat-5421	91	58	measure	measure	VERB
easat-5421	91	59	the	the	DET
easat-5421	91	60	results	result	NOUN
easat-5421	91	61	[	[	X
easat-5421	91	62	43	43	NUM
easat-5421	91	63	,	,	PUNCT
easat-5421	91	64	44	44	NUM
easat-5421	91	65	]	]	PUNCT
easat-5421	91	66	.	.	PUNCT
easat-5421	92	1	the	the	DET
easat-5421	92	2	sample	sample	NOUN
easat-5421	92	3	size	size	NOUN
easat-5421	92	4	used	use	VERB
easat-5421	92	5	in	in	ADP
easat-5421	92	6	the	the	DET
easat-5421	92	7	analysis	analysis	NOUN
easat-5421	92	8	involved	involve	VERB
easat-5421	92	9	40	40	NUM
easat-5421	92	10	msmes	msme	NOUN
easat-5421	92	11	,	,	PUNCT
easat-5421	92	12	categorized	categorize	VERB
easat-5421	92	13	into	into	ADP
easat-5421	92	14	an	an	DET
easat-5421	92	15	experimental	experimental	ADJ
easat-5421	92	16	group	group	NOUN
easat-5421	92	17	of	of	ADP
easat-5421	92	18	20	20	NUM
easat-5421	92	19	that	that	PRON
easat-5421	92	20	used	use	VERB
easat-5421	92	21	the	the	DET
easat-5421	92	22	digital	digital	ADJ
easat-5421	92	23	tool	tool	NOUN
easat-5421	92	24	with	with	ADP
easat-5421	92	25	ai	ai	NOUN
easat-5421	92	26	,	,	PUNCT
easat-5421	92	27	and	and	CCONJ
easat-5421	92	28	a	a	DET
easat-5421	92	29	control	control	NOUN
easat-5421	92	30	group	group	NOUN
easat-5421	92	31	of	of	ADP
easat-5421	92	32	20	20	NUM
easat-5421	92	33	that	that	PRON
easat-5421	92	34	did	do	AUX
easat-5421	92	35	not	not	PART
easat-5421	92	36	use	use	VERB
easat-5421	92	37	it	it	PRON
easat-5421	92	38	.	.	PUNCT
easat-5421	93	1	for	for	ADP
easat-5421	93	2	data	data	NOUN
easat-5421	93	3	collection	collection	NOUN
easat-5421	93	4	,	,	PUNCT
easat-5421	93	5	a	a	DET
easat-5421	93	6	questionnaire	questionnaire	NOUN
easat-5421	93	7	with	with	ADP
easat-5421	93	8	20	20	NUM
easat-5421	93	9	questions	question	NOUN
easat-5421	93	10	was	be	AUX
easat-5421	93	11	utilized	utilize	VERB
easat-5421	93	12	,	,	PUNCT
easat-5421	93	13	with	with	ADP
easat-5421	93	14	a	a	DET
easat-5421	93	15	pre	pre	ADJ
easat-5421	93	16	-	-	ADJ
easat-5421	93	17	test	test	NOUN
easat-5421	93	18	applied	apply	VERB
easat-5421	93	19	before	before	ADP
easat-5421	93	20	the	the	DET
easat-5421	93	21	intervention	intervention	NOUN
easat-5421	93	22	and	and	CCONJ
easat-5421	93	23	a	a	DET
easat-5421	93	24	post	post	ADJ
easat-5421	93	25	-	-	ADJ
easat-5421	93	26	test	test	NOUN
easat-5421	93	27	applied	apply	VERB
easat-5421	93	28	afterward	afterward	ADV
easat-5421	93	29	to	to	PART
easat-5421	93	30	measure	measure	VERB
easat-5421	93	31	the	the	DET
easat-5421	93	32	impact	impact	NOUN
easat-5421	93	33	of	of	ADP
easat-5421	93	34	this	this	DET
easat-5421	93	35	tool	tool	NOUN
easat-5421	93	36	on	on	ADP
easat-5421	93	37	financial	financial	ADJ
easat-5421	93	38	assessment	assessment	NOUN
easat-5421	93	39	.	.	PUNCT
easat-5421	94	1	to	to	PART
easat-5421	94	2	ensure	ensure	VERB
easat-5421	94	3	the	the	DET
easat-5421	94	4	instrument	instrument	NOUN
easat-5421	94	5	's	's	PART
easat-5421	94	6	reliability	reliability	NOUN
easat-5421	94	7	,	,	PUNCT
easat-5421	94	8	the	the	DET
easat-5421	94	9	cronbach	cronbach	NOUN
easat-5421	94	10	's	's	PART
easat-5421	94	11	alpha	alpha	ADJ
easat-5421	94	12	coefficient	coefficient	NOUN
easat-5421	94	13	was	be	AUX
easat-5421	94	14	evaluated	evaluate	VERB
easat-5421	94	15	,	,	PUNCT
easat-5421	94	16	achieving	achieve	VERB
easat-5421	94	17	a	a	DET
easat-5421	94	18	value	value	NOUN
easat-5421	94	19	above	above	ADP
easat-5421	94	20	0.70	0.70	NUM
easat-5421	94	21	.	.	PUNCT
easat-5421	95	1	data	datum	NOUN
easat-5421	95	2	were	be	AUX
easat-5421	95	3	analyzed	analyze	VERB
easat-5421	95	4	using	use	VERB
easat-5421	95	5	spss	spss	PROPN
easat-5421	95	6	27	27	NUM
easat-5421	95	7	,	,	PUNCT
easat-5421	95	8	and	and	CCONJ
easat-5421	95	9	the	the	DET
easat-5421	95	10	mann	mann	PROPN
easat-5421	95	11	-	-	PUNCT
easat-5421	95	12	whitney	whitney	PROPN
easat-5421	95	13	u	u	PROPN
easat-5421	95	14	test	test	NOUN
easat-5421	95	15	was	be	AUX
easat-5421	95	16	applied	apply	VERB
easat-5421	95	17	to	to	PART
easat-5421	95	18	assess	assess	VERB
easat-5421	95	19	significant	significant	ADJ
easat-5421	95	20	variations	variation	NOUN
easat-5421	95	21	between	between	ADP
easat-5421	95	22	the	the	DET
easat-5421	95	23	groups	group	NOUN
easat-5421	95	24	.	.	PUNCT
easat-5421	96	1	4	4	X
easat-5421	96	2	.	.	NOUN
easat-5421	96	3	results	result	NOUN
easat-5421	96	4	and	and	CCONJ
easat-5421	96	5	discussion	discussion	NOUN
easat-5421	96	6	evaluate	evaluate	VERB
easat-5421	96	7	the	the	DET
easat-5421	96	8	impact	impact	NOUN
easat-5421	96	9	of	of	ADP
easat-5421	96	10	using	use	VERB
easat-5421	96	11	the	the	DET
easat-5421	96	12	digital	digital	ADJ
easat-5421	96	13	tool	tool	NOUN
easat-5421	96	14	through	through	ADP
easat-5421	96	15	a	a	DET
easat-5421	96	16	preand	preand	NOUN
easat-5421	96	17	post	post	NOUN
easat-5421	96	18	-	-	NOUN
easat-5421	96	19	test	test	NOUN
easat-5421	96	20	to	to	PART
easat-5421	96	21	measure	measure	VERB
easat-5421	96	22	its	its	PRON
easat-5421	96	23	effectiveness	effectiveness	NOUN
easat-5421	96	24	in	in	ADP
easat-5421	96	25	improving	improve	VERB
easat-5421	96	26	financial	financial	ADJ
easat-5421	96	27	assessment	assessment	NOUN
easat-5421	96	28	in	in	ADP
easat-5421	96	29	msmes	msme	NOUN
easat-5421	96	30	in	in	ADP
easat-5421	96	31	chimbote	chimbote	NOUN
easat-5421	96	32	.	.	PUNCT
easat-5421	97	1	table	table	NOUN
easat-5421	97	2	1	1	NUM
easat-5421	97	3	.	.	PUNCT
easat-5421	97	4	frequency	frequency	NOUN
easat-5421	97	5	levels	level	NOUN
easat-5421	97	6	of	of	ADP
easat-5421	97	7	the	the	DET
easat-5421	97	8	liquidity	liquidity	NOUN
easat-5421	97	9	ratios	ratio	NOUN
easat-5421	97	10	dimension	dimension	VERB
easat-5421	97	11	pre	pre	ADJ
easat-5421	97	12	-	-	ADJ
easat-5421	97	13	test	test	ADJ
easat-5421	97	14	post	post	ADJ
easat-5421	97	15	-	-	ADJ
easat-5421	97	16	test	test	ADJ
easat-5421	97	17	level	level	NOUN
easat-5421	97	18	control	control	NOUN
easat-5421	97	19	group	group	NOUN
easat-5421	97	20	experimental	experimental	PROPN
easat-5421	97	21	group	group	PROPN
easat-5421	97	22	control	control	PROPN
easat-5421	97	23	group	group	PROPN
easat-5421	97	24	experimental	experimental	PROPN
easat-5421	97	25	group	group	NOUN
easat-5421	98	1	f	f	PROPN
easat-5421	98	2	%	%	NOUN
easat-5421	99	1	f	f	NOUN
easat-5421	99	2	%	%	NOUN
easat-5421	100	1	f	f	NOUN
easat-5421	100	2	%	%	NOUN
easat-5421	100	3	f	f	NOUN
easat-5421	100	4	%	%	NOUN
easat-5421	100	5	deficient	deficient	ADJ
easat-5421	100	6	11	11	NUM
easat-5421	100	7	55.0	55.0	NUM
easat-5421	100	8	13	13	NUM
easat-5421	100	9	65.0	65.0	NUM
easat-5421	100	10	11	11	NUM
easat-5421	100	11	55.0	55.0	NUM
easat-5421	100	12	0	0	NUM
easat-5421	100	13	00.0	00.0	NUM
easat-5421	100	14	little	little	ADJ
easat-5421	100	15	efficient	efficient	ADJ
easat-5421	100	16	9	9	NUM
easat-5421	100	17	45.0	45.0	NUM
easat-5421	100	18	7	7	NUM
easat-5421	100	19	35.0	35.0	NUM
easat-5421	100	20	9	9	NUM
easat-5421	100	21	45.0	45.0	NUM
easat-5421	100	22	12	12	NUM
easat-5421	100	23	60.0	60.0	NUM
easat-5421	100	24	efficient	efficient	ADJ
easat-5421	100	25	0	0	NUM
easat-5421	101	1	00.0	00.0	NUM
easat-5421	101	2	0	0	NUM
easat-5421	101	3	00.0	00.0	NUM
easat-5421	101	4	0	0	NUM
easat-5421	101	5	00.0	00.0	NUM
easat-5421	101	6	8	8	NUM
easat-5421	101	7	40.0	40.0	NUM
easat-5421	101	8	total	total	NOUN
easat-5421	101	9	20	20	NUM
easat-5421	101	10	100.0	100.0	NUM
easat-5421	101	11	20	20	NUM
easat-5421	101	12	100.0	100.0	NUM
easat-5421	101	13	20	20	NUM
easat-5421	101	14	100.0	100.0	NUM
easat-5421	101	15	20	20	NUM
easat-5421	101	16	100.0	100.0	NUM
easat-5421	101	17	source	source	NOUN
easat-5421	101	18	:	:	PUNCT
easat-5421	101	19	spss	spss	PROPN
easat-5421	101	20	v.27	v.27	PROPN
easat-5421	101	21	in	in	ADP
easat-5421	101	22	table	table	NOUN
easat-5421	101	23	1	1	NUM
easat-5421	101	24	,	,	PUNCT
easat-5421	101	25	it	it	PRON
easat-5421	101	26	is	be	AUX
easat-5421	101	27	observed	observe	VERB
easat-5421	101	28	that	that	SCONJ
easat-5421	101	29	in	in	ADP
easat-5421	101	30	the	the	DET
easat-5421	101	31	pre	pre	NOUN
easat-5421	101	32	-	-	NOUN
easat-5421	101	33	test	test	NOUN
easat-5421	101	34	,	,	PUNCT
easat-5421	101	35	both	both	CCONJ
easat-5421	101	36	the	the	DET
easat-5421	101	37	control	control	NOUN
easat-5421	101	38	group	group	NOUN
easat-5421	101	39	and	and	CCONJ
easat-5421	101	40	the	the	DET
easat-5421	101	41	experimental	experimental	ADJ
easat-5421	101	42	group	group	NOUN
easat-5421	101	43	have	have	VERB
easat-5421	101	44	a	a	DET
easat-5421	101	45	majority	majority	NOUN
easat-5421	101	46	of	of	ADP
easat-5421	101	47	participants	participant	NOUN
easat-5421	101	48	with	with	ADP
easat-5421	101	49	deficient	deficient	ADJ
easat-5421	101	50	levels	level	NOUN
easat-5421	101	51	(	(	PUNCT
easat-5421	101	52	55	55	NUM
easat-5421	101	53	%	%	NOUN
easat-5421	101	54	and	and	CCONJ
easat-5421	101	55	65	65	NUM
easat-5421	101	56	%	%	NOUN
easat-5421	101	57	,	,	PUNCT
easat-5421	101	58	respectively	respectively	ADV
easat-5421	101	59	)	)	PUNCT
easat-5421	101	60	,	,	PUNCT
easat-5421	101	61	while	while	SCONJ
easat-5421	101	62	the	the	DET
easat-5421	101	63	rest	rest	NOUN
easat-5421	101	64	exhibit	exhibit	VERB
easat-5421	101	65	an	an	DET
easat-5421	101	66	inefficient	inefficient	ADJ
easat-5421	101	67	level	level	NOUN
easat-5421	101	68	.	.	PUNCT
easat-5421	102	1	after	after	ADP
easat-5421	102	2	the	the	DET
easat-5421	102	3	intervention	intervention	NOUN
easat-5421	102	4	,	,	PUNCT
easat-5421	102	5	in	in	ADP
easat-5421	102	6	the	the	DET
easat-5421	102	7	post	post	NOUN
easat-5421	102	8	-	-	NOUN
easat-5421	102	9	test	test	NOUN
easat-5421	102	10	,	,	PUNCT
easat-5421	102	11	the	the	DET
easat-5421	102	12	experimental	experimental	ADJ
easat-5421	102	13	group	group	NOUN
easat-5421	102	14	shows	show	VERB
easat-5421	102	15	significant	significant	ADJ
easat-5421	102	16	improvement	improvement	NOUN
easat-5421	102	17	,	,	PUNCT
easat-5421	102	18	with	with	ADP
easat-5421	102	19	60	60	NUM
easat-5421	102	20	%	%	NOUN
easat-5421	102	21	reaching	reach	VERB
easat-5421	102	22	an	an	DET
easat-5421	102	23	inefficient	inefficient	ADJ
easat-5421	102	24	level	level	NOUN
easat-5421	102	25	and	and	CCONJ
easat-5421	102	26	40	40	NUM
easat-5421	102	27	%	%	NOUN
easat-5421	102	28	an	an	DET
easat-5421	102	29	efficient	efficient	ADJ
easat-5421	102	30	level	level	NOUN
easat-5421	102	31	.	.	PUNCT
easat-5421	103	1	meanwhile	meanwhile	ADV
easat-5421	103	2	,	,	PUNCT
easat-5421	103	3	the	the	DET
easat-5421	103	4	control	control	NOUN
easat-5421	103	5	group	group	NOUN
easat-5421	103	6	maintains	maintain	VERB
easat-5421	103	7	the	the	DET
easat-5421	103	8	same	same	ADJ
easat-5421	103	9	levels	level	NOUN
easat-5421	103	10	as	as	ADP
easat-5421	103	11	in	in	ADP
easat-5421	103	12	the	the	DET
easat-5421	103	13	pre	pre	NOUN
easat-5421	103	14	-	-	NOUN
easat-5421	103	15	test	test	NOUN
easat-5421	103	16	,	,	PUNCT
easat-5421	103	17	indicating	indicate	VERB
easat-5421	103	18	that	that	SCONJ
easat-5421	103	19	the	the	DET
easat-5421	103	20	digital	digital	ADJ
easat-5421	103	21	tool	tool	NOUN
easat-5421	103	22	applied	apply	VERB
easat-5421	103	23	to	to	ADP
easat-5421	103	24	the	the	DET
easat-5421	103	25	experimental	experimental	ADJ
easat-5421	103	26	group	group	NOUN
easat-5421	103	27	had	have	VERB
easat-5421	103	28	a	a	DET
easat-5421	103	29	positive	positive	ADJ
easat-5421	103	30	impact	impact	NOUN
easat-5421	103	31	on	on	ADP
easat-5421	103	32	the	the	DET
easat-5421	103	33	financial	financial	ADJ
easat-5421	103	34	assessment	assessment	NOUN
easat-5421	103	35	of	of	ADP
easat-5421	103	36	liquidity	liquidity	NOUN
easat-5421	103	37	ratios	ratio	NOUN
easat-5421	103	38	.	.	PUNCT
easat-5421	104	1	table	table	NOUN
easat-5421	104	2	2	2	NUM
easat-5421	104	3	.	.	PUNCT
easat-5421	105	1	mann	mann	PROPN
easat-5421	105	2	-	-	PUNCT
easat-5421	105	3	whitney	whitney	PROPN
easat-5421	105	4	u	u	PROPN
easat-5421	105	5	test	test	NOUN
easat-5421	105	6	for	for	ADP
easat-5421	105	7	liquidity	liquidity	NOUN
easat-5421	105	8	ratios	ratio	NOUN
easat-5421	105	9	test	test	NOUN
easat-5421	105	10	statistic	statistic	PROPN
easat-5421	105	11	liquidity	liquidity	NOUN
easat-5421	105	12	ratios	ratio	NOUN
easat-5421	105	13	pre	pre	ADJ
easat-5421	105	14	-	-	ADJ
easat-5421	105	15	test	test	ADJ
easat-5421	105	16	liquidity	liquidity	NOUN
easat-5421	105	17	ratios	ratio	NOUN
easat-5421	105	18	post	post	ADJ
easat-5421	105	19	-	-	ADJ
easat-5421	105	20	test	test	ADJ
easat-5421	105	21	mann	mann	PROPN
easat-5421	105	22	-	-	PUNCT
easat-5421	105	23	whitney	whitney	PROPN
easat-5421	105	24	u	u	NOUN
easat-5421	105	25	183.000	183.000	PROPN
easat-5421	105	26	5.000	5.000	NUM
easat-5421	105	27	sig	sig	NOUN
easat-5421	105	28	.	.	PUNCT
easat-5421	106	1	0.640	0.640	NUM
easat-5421	106	2	0.000	0.000	NUM
easat-5421	106	3	the	the	DET
easat-5421	106	4	data	datum	NOUN
easat-5421	106	5	show	show	VERB
easat-5421	106	6	that	that	SCONJ
easat-5421	106	7	there	there	PRON
easat-5421	106	8	were	be	VERB
easat-5421	106	9	no	no	DET
easat-5421	106	10	statistically	statistically	ADV
easat-5421	106	11	significant	significant	ADJ
easat-5421	106	12	differences	difference	NOUN
easat-5421	106	13	between	between	ADP
easat-5421	106	14	the	the	DET
easat-5421	106	15	two	two	NUM
easat-5421	106	16	groups	group	NOUN
easat-5421	106	17	before	before	ADP
easat-5421	106	18	the	the	DET
easat-5421	106	19	intervention	intervention	NOUN
easat-5421	106	20	,	,	PUNCT
easat-5421	106	21	as	as	SCONJ
easat-5421	106	22	reflected	reflect	VERB
easat-5421	106	23	in	in	ADP
easat-5421	106	24	the	the	DET
easat-5421	106	25	pre	pre	NOUN
easat-5421	106	26	-	-	NOUN
easat-5421	106	27	test	test	NOUN
easat-5421	106	28	.	.	PUNCT
easat-5421	107	1	in	in	ADP
easat-5421	107	2	contrast	contrast	NOUN
easat-5421	107	3	,	,	PUNCT
easat-5421	107	4	the	the	DET
easat-5421	107	5	post	post	ADJ
easat-5421	107	6	-	-	ADJ
easat-5421	107	7	test	test	ADJ
easat-5421	107	8	results	result	NOUN
easat-5421	107	9	indicate	indicate	VERB
easat-5421	107	10	a	a	DET
easat-5421	107	11	significant	significant	ADJ
easat-5421	107	12	difference	difference	NOUN
easat-5421	107	13	,	,	PUNCT
easat-5421	107	14	with	with	ADP
easat-5421	107	15	a	a	DET
easat-5421	107	16	sig	sig	NOUN
easat-5421	107	17	.	.	PUNCT
easat-5421	107	18	value	value	NOUN
easat-5421	107	19	of	of	ADP
easat-5421	107	20	0.000	0.000	NUM
easat-5421	107	21	,	,	PUNCT
easat-5421	107	22	demonstrating	demonstrate	VERB
easat-5421	107	23	that	that	SCONJ
easat-5421	107	24	the	the	DET
easat-5421	107	25	intervention	intervention	NOUN
easat-5421	107	26	applied	apply	VERB
easat-5421	107	27	to	to	ADP
easat-5421	107	28	the	the	DET
easat-5421	107	29	experimental	experimental	ADJ
easat-5421	107	30	group	group	NOUN
easat-5421	107	31	had	have	VERB
easat-5421	107	32	a	a	DET
easat-5421	107	33	positive	positive	ADJ
easat-5421	107	34	effect	effect	NOUN
easat-5421	107	35	on	on	ADP
easat-5421	107	36	improving	improve	VERB
easat-5421	107	37	liquidity	liquidity	NOUN
easat-5421	107	38	ratios	ratio	NOUN
easat-5421	107	39	.	.	PUNCT
easat-5421	108	1	1092	1092	NUM
easat-5421	108	2	edelweiss	edelweiss	PROPN
easat-5421	108	3	applied	apply	VERB
easat-5421	108	4	science	science	NOUN
easat-5421	108	5	and	and	CCONJ
easat-5421	108	6	technology	technology	NOUN
easat-5421	108	7	issn	issn	PROPN
easat-5421	108	8	:	:	PUNCT
easat-5421	108	9	2576	2576	NUM
easat-5421	108	10	-	-	SYM
easat-5421	108	11	8484	8484	NUM
easat-5421	108	12	vol	vol	NOUN
easat-5421	108	13	.	.	PROPN
easat-5421	109	1	9	9	NUM
easat-5421	109	2	,	,	PUNCT
easat-5421	109	3	no	no	INTJ
easat-5421	109	4	.	.	NOUN
easat-5421	110	1	3	3	NUM
easat-5421	110	2	:	:	SYM
easat-5421	110	3	1088	1088	NUM
easat-5421	110	4	-	-	SYM
easat-5421	110	5	1095	1095	NUM
easat-5421	110	6	,	,	PUNCT
easat-5421	110	7	2025	2025	NUM
easat-5421	110	8	doi	doi	NOUN
easat-5421	110	9	:	:	PUNCT
easat-5421	110	10	10.55214/25768484.v9i3.5421	10.55214/25768484.v9i3.5421	NUM
easat-5421	110	11	©	©	PROPN
easat-5421	110	12	2025	2025	NUM
easat-5421	110	13	by	by	ADP
easat-5421	110	14	the	the	DET
easat-5421	110	15	authors	author	NOUN
easat-5421	110	16	;	;	PUNCT
easat-5421	110	17	licensee	licensee	PROPN
easat-5421	110	18	learning	learn	VERB
easat-5421	110	19	gate	gate	NOUN
easat-5421	110	20	table	table	NOUN
easat-5421	110	21	3	3	NUM
easat-5421	110	22	.	.	PUNCT
easat-5421	110	23	frequency	frequency	NOUN
easat-5421	110	24	levels	level	NOUN
easat-5421	110	25	of	of	ADP
easat-5421	110	26	the	the	DET
easat-5421	110	27	management	management	NOUN
easat-5421	110	28	dimension	dimension	NOUN
easat-5421	110	29	source	source	NOUN
easat-5421	110	30	:	:	PUNCT
easat-5421	110	31	spss	spss	PROPN
easat-5421	110	32	v.27	v.27	ADP
easat-5421	110	33	the	the	DET
easat-5421	110	34	results	result	NOUN
easat-5421	110	35	show	show	VERB
easat-5421	110	36	that	that	SCONJ
easat-5421	110	37	the	the	DET
easat-5421	110	38	control	control	NOUN
easat-5421	110	39	group	group	NOUN
easat-5421	110	40	has	have	VERB
easat-5421	110	41	70	70	NUM
easat-5421	110	42	%	%	NOUN
easat-5421	110	43	at	at	ADP
easat-5421	110	44	a	a	DET
easat-5421	110	45	deficient	deficient	ADJ
easat-5421	110	46	level	level	NOUN
easat-5421	110	47	,	,	PUNCT
easat-5421	110	48	while	while	SCONJ
easat-5421	110	49	the	the	DET
easat-5421	110	50	experimental	experimental	ADJ
easat-5421	110	51	group	group	NOUN
easat-5421	110	52	shows	show	VERB
easat-5421	110	53	40	40	NUM
easat-5421	110	54	%	%	NOUN
easat-5421	110	55	at	at	ADP
easat-5421	110	56	this	this	DET
easat-5421	110	57	level	level	NOUN
easat-5421	110	58	and	and	CCONJ
easat-5421	110	59	5	5	NUM
easat-5421	110	60	%	%	NOUN
easat-5421	110	61	at	at	ADP
easat-5421	110	62	an	an	DET
easat-5421	110	63	efficient	efficient	ADJ
easat-5421	110	64	level	level	NOUN
easat-5421	110	65	.	.	PUNCT
easat-5421	111	1	in	in	ADP
easat-5421	111	2	comparison	comparison	NOUN
easat-5421	111	3	,	,	PUNCT
easat-5421	111	4	in	in	ADP
easat-5421	111	5	the	the	DET
easat-5421	111	6	post	post	NOUN
easat-5421	111	7	-	-	NOUN
easat-5421	111	8	test	test	NOUN
easat-5421	111	9	,	,	PUNCT
easat-5421	111	10	the	the	DET
easat-5421	111	11	control	control	NOUN
easat-5421	111	12	group	group	NOUN
easat-5421	111	13	maintains	maintain	VERB
easat-5421	111	14	65	65	NUM
easat-5421	111	15	%	%	NOUN
easat-5421	111	16	at	at	ADP
easat-5421	111	17	the	the	DET
easat-5421	111	18	deficient	deficient	ADJ
easat-5421	111	19	level	level	NOUN
easat-5421	111	20	,	,	PUNCT
easat-5421	111	21	while	while	SCONJ
easat-5421	111	22	the	the	DET
easat-5421	111	23	experimental	experimental	ADJ
easat-5421	111	24	group	group	NOUN
easat-5421	111	25	improves	improve	VERB
easat-5421	111	26	significantly	significantly	ADV
easat-5421	111	27	with	with	ADP
easat-5421	111	28	only	only	ADV
easat-5421	111	29	15	15	NUM
easat-5421	111	30	%	%	NOUN
easat-5421	111	31	at	at	ADP
easat-5421	111	32	this	this	DET
easat-5421	111	33	level	level	NOUN
easat-5421	111	34	and	and	CCONJ
easat-5421	111	35	35	35	NUM
easat-5421	111	36	%	%	NOUN
easat-5421	111	37	reaching	reach	VERB
easat-5421	111	38	an	an	DET
easat-5421	111	39	efficient	efficient	ADJ
easat-5421	111	40	level	level	NOUN
easat-5421	111	41	,	,	PUNCT
easat-5421	111	42	indicating	indicate	VERB
easat-5421	111	43	that	that	SCONJ
easat-5421	111	44	the	the	DET
easat-5421	111	45	intervention	intervention	NOUN
easat-5421	111	46	was	be	AUX
easat-5421	111	47	effective	effective	ADJ
easat-5421	111	48	in	in	ADP
easat-5421	111	49	improving	improve	VERB
easat-5421	111	50	management	management	NOUN
easat-5421	111	51	.	.	PUNCT
easat-5421	112	1	table	table	NOUN
easat-5421	112	2	4	4	NUM
easat-5421	112	3	.	.	PUNCT
easat-5421	113	1	mann	mann	PROPN
easat-5421	113	2	-	-	PUNCT
easat-5421	113	3	whitney	whitney	PROPN
easat-5421	113	4	u	u	PROPN
easat-5421	113	5	test	test	NOUN
easat-5421	113	6	for	for	ADP
easat-5421	113	7	management	management	NOUN
easat-5421	113	8	test	test	NOUN
easat-5421	113	9	statistic	statistic	PROPN
easat-5421	113	10	management	management	NOUN
easat-5421	113	11	pre	pre	ADJ
easat-5421	113	12	-	-	ADJ
easat-5421	113	13	test	test	ADJ
easat-5421	113	14	management	management	NOUN
easat-5421	113	15	post	post	ADJ
easat-5421	113	16	-	-	ADJ
easat-5421	113	17	test	test	ADJ
easat-5421	113	18	mann	mann	PROPN
easat-5421	113	19	-	-	PUNCT
easat-5421	113	20	whitney	whitney	PROPN
easat-5421	113	21	u	u	PROPN
easat-5421	113	22	155.500	155.500	NUM
easat-5421	113	23	47.000	47.000	NUM
easat-5421	113	24	sig	sig	NOUN
easat-5421	113	25	.	.	PUNCT
easat-5421	113	26	0.216	0.216	NUM
easat-5421	113	27	0.000	0.000	NUM
easat-5421	113	28	table	table	NOUN
easat-5421	113	29	4	4	NUM
easat-5421	113	30	shows	show	VERB
easat-5421	113	31	that	that	SCONJ
easat-5421	113	32	in	in	ADP
easat-5421	113	33	the	the	DET
easat-5421	113	34	pre	pre	NOUN
easat-5421	113	35	-	-	NOUN
easat-5421	113	36	test	test	NOUN
easat-5421	113	37	,	,	PUNCT
easat-5421	113	38	there	there	PRON
easat-5421	113	39	were	be	VERB
easat-5421	113	40	no	no	DET
easat-5421	113	41	significant	significant	ADJ
easat-5421	113	42	differences	difference	NOUN
easat-5421	113	43	between	between	ADP
easat-5421	113	44	the	the	DET
easat-5421	113	45	groups	group	NOUN
easat-5421	113	46	before	before	ADP
easat-5421	113	47	the	the	DET
easat-5421	113	48	intervention	intervention	NOUN
easat-5421	113	49	.	.	PUNCT
easat-5421	114	1	however	however	ADV
easat-5421	114	2	,	,	PUNCT
easat-5421	114	3	in	in	ADP
easat-5421	114	4	the	the	DET
easat-5421	114	5	post	post	NOUN
easat-5421	114	6	-	-	NOUN
easat-5421	114	7	test	test	ADJ
easat-5421	114	8	,	,	PUNCT
easat-5421	114	9	statistically	statistically	ADV
easat-5421	114	10	significant	significant	ADJ
easat-5421	114	11	differences	difference	NOUN
easat-5421	114	12	were	be	AUX
easat-5421	114	13	detected	detect	VERB
easat-5421	114	14	,	,	PUNCT
easat-5421	114	15	indicating	indicate	VERB
easat-5421	114	16	that	that	SCONJ
easat-5421	114	17	the	the	DET
easat-5421	114	18	intervention	intervention	NOUN
easat-5421	114	19	with	with	ADP
easat-5421	114	20	the	the	DET
easat-5421	114	21	digital	digital	ADJ
easat-5421	114	22	tool	tool	NOUN
easat-5421	114	23	using	use	VERB
easat-5421	114	24	ai	ai	VERB
easat-5421	114	25	notably	notably	ADV
easat-5421	114	26	improved	improve	VERB
easat-5421	114	27	management	management	NOUN
easat-5421	114	28	in	in	ADP
easat-5421	114	29	the	the	DET
easat-5421	114	30	experimental	experimental	ADJ
easat-5421	114	31	group	group	NOUN
easat-5421	114	32	.	.	PUNCT
easat-5421	115	1	table	table	NOUN
easat-5421	115	2	5	5	NUM
easat-5421	115	3	.	.	PUNCT
easat-5421	115	4	frequency	frequency	NOUN
easat-5421	115	5	levels	level	NOUN
easat-5421	115	6	of	of	ADP
easat-5421	115	7	the	the	DET
easat-5421	115	8	solvency	solvency	NOUN
easat-5421	115	9	ratios	ratio	NOUN
easat-5421	115	10	dimension	dimension	NOUN
easat-5421	115	11	.	.	PUNCT
easat-5421	116	1	pre	pre	ADJ
easat-5421	116	2	-	-	ADJ
easat-5421	116	3	test	test	ADJ
easat-5421	116	4	post	post	ADJ
easat-5421	116	5	-	-	ADJ
easat-5421	116	6	test	test	ADJ
easat-5421	116	7	level	level	NOUN
easat-5421	116	8	control	control	NOUN
easat-5421	116	9	group	group	NOUN
easat-5421	116	10	experimental	experimental	PROPN
easat-5421	116	11	group	group	PROPN
easat-5421	116	12	control	control	PROPN
easat-5421	116	13	group	group	PROPN
easat-5421	116	14	experimental	experimental	PROPN
easat-5421	116	15	group	group	NOUN
easat-5421	117	1	f	f	PROPN
easat-5421	117	2	%	%	NOUN
easat-5421	118	1	f	f	NOUN
easat-5421	118	2	%	%	NOUN
easat-5421	119	1	f	f	NOUN
easat-5421	119	2	%	%	NOUN
easat-5421	119	3	f	f	NOUN
easat-5421	119	4	%	%	NOUN
easat-5421	119	5	deficient	deficient	ADJ
easat-5421	119	6	13	13	NUM
easat-5421	119	7	65.0	65.0	NUM
easat-5421	119	8	10	10	NUM
easat-5421	119	9	50.0	50.0	NUM
easat-5421	119	10	13	13	NUM
easat-5421	119	11	65.0	65.0	NUM
easat-5421	119	12	0	0	NUM
easat-5421	119	13	00.0	00.0	NUM
easat-5421	119	14	little	little	ADJ
easat-5421	119	15	efficient	efficient	ADJ
easat-5421	119	16	7	7	NUM
easat-5421	119	17	35.0	35.0	NUM
easat-5421	119	18	10	10	NUM
easat-5421	119	19	50.0	50.0	NUM
easat-5421	119	20	7	7	NUM
easat-5421	119	21	35.0	35.0	NUM
easat-5421	119	22	12	12	NUM
easat-5421	119	23	60.0	60.0	NUM
easat-5421	119	24	efficient	efficient	ADJ
easat-5421	119	25	0	0	NUM
easat-5421	120	1	00.0	00.0	NUM
easat-5421	120	2	0	0	NUM
easat-5421	120	3	00.0	00.0	NUM
easat-5421	120	4	0	0	NUM
easat-5421	120	5	00.0	00.0	NUM
easat-5421	120	6	8	8	NUM
easat-5421	120	7	40.0	40.0	NUM
easat-5421	120	8	total	total	NOUN
easat-5421	120	9	20	20	NUM
easat-5421	120	10	100.0	100.0	NUM
easat-5421	120	11	20	20	NUM
easat-5421	120	12	100.0	100.0	NUM
easat-5421	120	13	20	20	NUM
easat-5421	120	14	100.0	100.0	NUM
easat-5421	120	15	20	20	NUM
easat-5421	120	16	100.0	100.0	NUM
easat-5421	120	17	in	in	ADP
easat-5421	120	18	the	the	DET
easat-5421	120	19	pre	pre	NOUN
easat-5421	120	20	-	-	NOUN
easat-5421	120	21	test	test	NOUN
easat-5421	120	22	,	,	PUNCT
easat-5421	120	23	the	the	DET
easat-5421	120	24	control	control	NOUN
easat-5421	120	25	group	group	NOUN
easat-5421	120	26	has	have	VERB
easat-5421	120	27	65	65	NUM
easat-5421	120	28	%	%	NOUN
easat-5421	120	29	at	at	ADP
easat-5421	120	30	a	a	DET
easat-5421	120	31	deficient	deficient	ADJ
easat-5421	120	32	level	level	NOUN
easat-5421	120	33	and	and	CCONJ
easat-5421	120	34	35	35	NUM
easat-5421	120	35	%	%	NOUN
easat-5421	120	36	at	at	ADP
easat-5421	120	37	an	an	DET
easat-5421	120	38	inefficient	inefficient	ADJ
easat-5421	120	39	level	level	NOUN
easat-5421	120	40	.	.	PUNCT
easat-5421	121	1	following	follow	VERB
easat-5421	121	2	the	the	DET
easat-5421	121	3	intervention	intervention	NOUN
easat-5421	121	4	,	,	PUNCT
easat-5421	121	5	the	the	DET
easat-5421	121	6	control	control	NOUN
easat-5421	121	7	group	group	NOUN
easat-5421	121	8	maintains	maintain	VERB
easat-5421	121	9	a	a	DET
easat-5421	121	10	high	high	ADJ
easat-5421	121	11	percentage	percentage	NOUN
easat-5421	121	12	at	at	ADP
easat-5421	121	13	the	the	DET
easat-5421	121	14	deficient	deficient	ADJ
easat-5421	121	15	level	level	NOUN
easat-5421	121	16	,	,	PUNCT
easat-5421	121	17	while	while	SCONJ
easat-5421	121	18	the	the	DET
easat-5421	121	19	experimental	experimental	ADJ
easat-5421	121	20	group	group	NOUN
easat-5421	121	21	significantly	significantly	ADV
easat-5421	121	22	improves	improve	VERB
easat-5421	121	23	,	,	PUNCT
easat-5421	121	24	reaching	reach	VERB
easat-5421	121	25	40	40	NUM
easat-5421	121	26	%	%	NOUN
easat-5421	121	27	at	at	ADP
easat-5421	121	28	an	an	DET
easat-5421	121	29	efficient	efficient	ADJ
easat-5421	121	30	level	level	NOUN
easat-5421	121	31	.	.	PUNCT
easat-5421	122	1	this	this	PRON
easat-5421	122	2	indicates	indicate	VERB
easat-5421	122	3	that	that	SCONJ
easat-5421	122	4	the	the	DET
easat-5421	122	5	tool	tool	NOUN
easat-5421	122	6	had	have	VERB
easat-5421	122	7	a	a	DET
easat-5421	122	8	positive	positive	ADJ
easat-5421	122	9	effect	effect	NOUN
easat-5421	122	10	on	on	ADP
easat-5421	122	11	the	the	DET
easat-5421	122	12	solvency	solvency	NOUN
easat-5421	122	13	of	of	ADP
easat-5421	122	14	the	the	DET
easat-5421	122	15	experimental	experimental	ADJ
easat-5421	122	16	group	group	NOUN
easat-5421	122	17	.	.	PUNCT
easat-5421	123	1	table	table	NOUN
easat-5421	123	2	6	6	NUM
easat-5421	123	3	.	.	PUNCT
easat-5421	124	1	mann	mann	PROPN
easat-5421	124	2	-	-	PUNCT
easat-5421	124	3	whitney	whitney	PROPN
easat-5421	124	4	u	u	PROPN
easat-5421	124	5	test	test	NOUN
easat-5421	124	6	for	for	ADP
easat-5421	124	7	solvency	solvency	NOUN
easat-5421	124	8	ratios	ratio	NOUN
easat-5421	124	9	.	.	PUNCT
easat-5421	125	1	test	test	NOUN
easat-5421	125	2	statistic	statistic	PROPN
easat-5421	125	3	solvency	solvency	NOUN
easat-5421	125	4	pre	pre	ADJ
easat-5421	125	5	-	-	ADJ
easat-5421	125	6	test	test	ADJ
easat-5421	125	7	solvency	solvency	NOUN
easat-5421	125	8	post	post	ADJ
easat-5421	125	9	-	-	ADJ
easat-5421	125	10	test	test	ADJ
easat-5421	125	11	mann	mann	PROPN
easat-5421	125	12	-	-	PUNCT
easat-5421	125	13	whitney	whitney	PROPN
easat-5421	125	14	u	u	PROPN
easat-5421	125	15	168.000	168.000	NUM
easat-5421	125	16	16.500	16.500	NUM
easat-5421	125	17	sig	sig	NOUN
easat-5421	125	18	.	.	PUNCT
easat-5421	126	1	0.364	0.364	NUM
easat-5421	126	2	0.000	0.000	NUM
easat-5421	126	3	the	the	DET
easat-5421	126	4	results	result	NOUN
easat-5421	126	5	in	in	ADP
easat-5421	126	6	table	table	NOUN
easat-5421	126	7	6	6	NUM
easat-5421	126	8	show	show	NOUN
easat-5421	126	9	that	that	SCONJ
easat-5421	126	10	there	there	PRON
easat-5421	126	11	were	be	VERB
easat-5421	126	12	no	no	DET
easat-5421	126	13	notable	notable	ADJ
easat-5421	126	14	differences	difference	NOUN
easat-5421	126	15	between	between	ADP
easat-5421	126	16	the	the	DET
easat-5421	126	17	groups	group	NOUN
easat-5421	126	18	before	before	ADP
easat-5421	126	19	the	the	DET
easat-5421	126	20	intervention	intervention	NOUN
easat-5421	126	21	.	.	PUNCT
easat-5421	127	1	however	however	ADV
easat-5421	127	2	,	,	PUNCT
easat-5421	127	3	in	in	ADP
easat-5421	127	4	the	the	DET
easat-5421	127	5	post	post	NOUN
easat-5421	127	6	-	-	NOUN
easat-5421	127	7	test	test	NOUN
easat-5421	127	8	,	,	PUNCT
easat-5421	127	9	a	a	DET
easat-5421	127	10	significant	significant	ADJ
easat-5421	127	11	difference	difference	NOUN
easat-5421	127	12	is	be	AUX
easat-5421	127	13	observed	observe	VERB
easat-5421	127	14	,	,	PUNCT
easat-5421	127	15	indicating	indicate	VERB
easat-5421	127	16	that	that	SCONJ
easat-5421	127	17	the	the	DET
easat-5421	127	18	intervention	intervention	NOUN
easat-5421	127	19	with	with	ADP
easat-5421	127	20	the	the	DET
easat-5421	127	21	digital	digital	ADJ
easat-5421	127	22	tool	tool	NOUN
easat-5421	127	23	had	have	VERB
easat-5421	127	24	a	a	DET
easat-5421	127	25	positive	positive	ADJ
easat-5421	127	26	and	and	CCONJ
easat-5421	127	27	considerable	considerable	ADJ
easat-5421	127	28	impact	impact	NOUN
easat-5421	127	29	on	on	ADP
easat-5421	127	30	the	the	DET
easat-5421	127	31	solvency	solvency	NOUN
easat-5421	127	32	of	of	ADP
easat-5421	127	33	the	the	DET
easat-5421	127	34	experimental	experimental	ADJ
easat-5421	127	35	group	group	NOUN
easat-5421	127	36	.	.	PUNCT
easat-5421	128	1	pre	pre	ADJ
easat-5421	128	2	-	-	ADJ
easat-5421	128	3	test	test	ADJ
easat-5421	128	4	post	post	ADJ
easat-5421	128	5	-	-	ADJ
easat-5421	128	6	test	test	ADJ
easat-5421	128	7	level	level	NOUN
easat-5421	128	8	control	control	NOUN
easat-5421	128	9	group	group	NOUN
easat-5421	128	10	experimental	experimental	PROPN
easat-5421	128	11	group	group	PROPN
easat-5421	128	12	control	control	PROPN
easat-5421	128	13	group	group	PROPN
easat-5421	128	14	experimental	experimental	PROPN
easat-5421	128	15	group	group	NOUN
easat-5421	129	1	f	f	PROPN
easat-5421	129	2	%	%	NOUN
easat-5421	130	1	f	f	NOUN
easat-5421	130	2	%	%	NOUN
easat-5421	131	1	f	f	NOUN
easat-5421	131	2	%	%	NOUN
easat-5421	131	3	f	f	NOUN
easat-5421	131	4	%	%	NOUN
easat-5421	131	5	deficient	deficient	ADJ
easat-5421	131	6	14	14	NUM
easat-5421	131	7	70.0	70.0	NUM
easat-5421	131	8	8	8	NUM
easat-5421	131	9	40.0	40.0	NUM
easat-5421	131	10	13	13	NUM
easat-5421	131	11	65.0	65.0	NUM
easat-5421	131	12	3	3	NUM
easat-5421	131	13	15.0	15.0	NUM
easat-5421	131	14	little	little	ADJ
easat-5421	131	15	efficient	efficient	ADJ
easat-5421	131	16	6	6	NUM
easat-5421	131	17	30.0	30.0	NUM
easat-5421	131	18	11	11	NUM
easat-5421	131	19	55.0	55.0	NUM
easat-5421	131	20	7	7	NUM
easat-5421	131	21	35.0	35.0	NUM
easat-5421	131	22	10	10	NUM
easat-5421	131	23	50.0	50.0	NUM
easat-5421	131	24	efficient	efficient	ADJ
easat-5421	131	25	0	0	NUM
easat-5421	131	26	00.0	00.0	NUM
easat-5421	131	27	1	1	NUM
easat-5421	131	28	5.0	5.0	NUM
easat-5421	131	29	0	0	NUM
easat-5421	131	30	00.0	00.0	NUM
easat-5421	131	31	7	7	NUM
easat-5421	131	32	35.0	35.0	NUM
easat-5421	131	33	total	total	NOUN
easat-5421	131	34	20	20	NUM
easat-5421	131	35	100.0	100.0	NUM
easat-5421	131	36	20	20	NUM
easat-5421	131	37	100.0	100.0	NUM
easat-5421	131	38	20	20	NUM
easat-5421	131	39	100.0	100.0	NUM
easat-5421	131	40	20	20	NUM
easat-5421	131	41	100.0	100.0	NUM
easat-5421	131	42	1093	1093	NUM
easat-5421	131	43	edelweiss	edelweiss	PROPN
easat-5421	131	44	applied	apply	VERB
easat-5421	131	45	science	science	NOUN
easat-5421	131	46	and	and	CCONJ
easat-5421	131	47	technology	technology	NOUN
easat-5421	131	48	issn	issn	PROPN
easat-5421	131	49	:	:	PUNCT
easat-5421	131	50	2576	2576	NUM
easat-5421	131	51	-	-	SYM
easat-5421	131	52	8484	8484	NUM
easat-5421	131	53	vol	vol	NOUN
easat-5421	131	54	.	.	PROPN
easat-5421	132	1	9	9	NUM
easat-5421	132	2	,	,	PUNCT
easat-5421	132	3	no	no	INTJ
easat-5421	132	4	.	.	NOUN
easat-5421	133	1	3	3	NUM
easat-5421	133	2	:	:	SYM
easat-5421	133	3	1088	1088	NUM
easat-5421	133	4	-	-	SYM
easat-5421	133	5	1095	1095	NUM
easat-5421	133	6	,	,	PUNCT
easat-5421	133	7	2025	2025	NUM
easat-5421	133	8	doi	doi	NOUN
easat-5421	133	9	:	:	PUNCT
easat-5421	133	10	10.55214/25768484.v9i3.5421	10.55214/25768484.v9i3.5421	NUM
easat-5421	133	11	©	©	PROPN
easat-5421	133	12	2025	2025	NUM
easat-5421	133	13	by	by	ADP
easat-5421	133	14	the	the	DET
easat-5421	133	15	authors	author	NOUN
easat-5421	133	16	;	;	PUNCT
easat-5421	133	17	licensee	licensee	PROPN
easat-5421	133	18	learning	learn	VERB
easat-5421	133	19	gate	gate	NOUN
easat-5421	133	20	table	table	NOUN
easat-5421	133	21	7	7	NUM
easat-5421	133	22	.	.	PUNCT
easat-5421	133	23	frequency	frequency	NOUN
easat-5421	133	24	levels	level	NOUN
easat-5421	133	25	of	of	ADP
easat-5421	133	26	the	the	DET
easat-5421	133	27	profitability	profitability	NOUN
easat-5421	133	28	ratios	ratio	NOUN
easat-5421	133	29	dimension	dimension	NOUN
easat-5421	133	30	.	.	PUNCT
easat-5421	134	1	the	the	DET
easat-5421	134	2	results	result	NOUN
easat-5421	134	3	show	show	VERB
easat-5421	134	4	that	that	SCONJ
easat-5421	134	5	,	,	PUNCT
easat-5421	134	6	in	in	ADP
easat-5421	134	7	the	the	DET
easat-5421	134	8	pre	pre	NOUN
easat-5421	134	9	-	-	NOUN
easat-5421	134	10	test	test	NOUN
easat-5421	134	11	,	,	PUNCT
easat-5421	134	12	the	the	DET
easat-5421	134	13	control	control	NOUN
easat-5421	134	14	group	group	NOUN
easat-5421	134	15	has	have	VERB
easat-5421	134	16	80	80	NUM
easat-5421	134	17	%	%	NOUN
easat-5421	134	18	of	of	ADP
easat-5421	134	19	participants	participant	NOUN
easat-5421	134	20	at	at	ADP
easat-5421	134	21	a	a	DET
easat-5421	134	22	deficient	deficient	ADJ
easat-5421	134	23	level	level	NOUN
easat-5421	134	24	,	,	PUNCT
easat-5421	134	25	while	while	SCONJ
easat-5421	134	26	the	the	DET
easat-5421	134	27	experimental	experimental	ADJ
easat-5421	134	28	group	group	NOUN
easat-5421	134	29	has	have	VERB
easat-5421	134	30	70	70	NUM
easat-5421	134	31	%	%	NOUN
easat-5421	134	32	.	.	PUNCT
easat-5421	135	1	in	in	ADP
easat-5421	135	2	comparison	comparison	NOUN
easat-5421	135	3	,	,	PUNCT
easat-5421	135	4	in	in	ADP
easat-5421	135	5	the	the	DET
easat-5421	135	6	post	post	NOUN
easat-5421	135	7	-	-	NOUN
easat-5421	135	8	test	test	NOUN
easat-5421	135	9	,	,	PUNCT
easat-5421	135	10	the	the	DET
easat-5421	135	11	control	control	NOUN
easat-5421	135	12	group	group	NOUN
easat-5421	135	13	maintains	maintain	VERB
easat-5421	135	14	65	65	NUM
easat-5421	135	15	%	%	NOUN
easat-5421	135	16	at	at	ADP
easat-5421	135	17	a	a	DET
easat-5421	135	18	deficient	deficient	ADJ
easat-5421	135	19	level	level	NOUN
easat-5421	135	20	,	,	PUNCT
easat-5421	135	21	while	while	SCONJ
easat-5421	135	22	the	the	DET
easat-5421	135	23	experimental	experimental	ADJ
easat-5421	135	24	group	group	NOUN
easat-5421	135	25	shows	show	VERB
easat-5421	135	26	significant	significant	ADJ
easat-5421	135	27	improvement	improvement	NOUN
easat-5421	135	28	,	,	PUNCT
easat-5421	135	29	with	with	ADP
easat-5421	135	30	40	40	NUM
easat-5421	135	31	%	%	NOUN
easat-5421	135	32	reaching	reach	VERB
easat-5421	135	33	an	an	DET
easat-5421	135	34	efficient	efficient	ADJ
easat-5421	135	35	level	level	NOUN
easat-5421	135	36	.	.	PUNCT
easat-5421	136	1	this	this	PRON
easat-5421	136	2	indicates	indicate	VERB
easat-5421	136	3	substantial	substantial	ADJ
easat-5421	136	4	progress	progress	NOUN
easat-5421	136	5	in	in	ADP
easat-5421	136	6	the	the	DET
easat-5421	136	7	group	group	NOUN
easat-5421	136	8	that	that	PRON
easat-5421	136	9	used	use	VERB
easat-5421	136	10	the	the	DET
easat-5421	136	11	digital	digital	ADJ
easat-5421	136	12	tool	tool	NOUN
easat-5421	136	13	with	with	ADP
easat-5421	136	14	ai	ai	PROPN
easat-5421	136	15	.	.	PROPN
easat-5421	136	16	table	table	NOUN
easat-5421	136	17	8	8	NUM
easat-5421	136	18	.	.	PUNCT
easat-5421	137	1	mann	mann	PROPN
easat-5421	137	2	-	-	PUNCT
easat-5421	137	3	whitney	whitney	PROPN
easat-5421	137	4	u	u	PROPN
easat-5421	137	5	test	test	NOUN
easat-5421	137	6	for	for	ADP
easat-5421	137	7	profitability	profitability	NOUN
easat-5421	137	8	ratios	ratio	NOUN
easat-5421	137	9	.	.	PUNCT
easat-5421	138	1	test	test	NOUN
easat-5421	138	2	statistic	statistic	PROPN
easat-5421	138	3	profitability	profitability	NOUN
easat-5421	138	4	pre	pre	ADJ
easat-5421	138	5	-	-	ADJ
easat-5421	138	6	test	test	ADJ
easat-5421	138	7	profitability	profitability	NOUN
easat-5421	138	8	post	post	ADJ
easat-5421	138	9	-	-	ADJ
easat-5421	138	10	test	test	ADJ
easat-5421	138	11	mann	mann	PROPN
easat-5421	138	12	-	-	PUNCT
easat-5421	138	13	whitney	whitney	PROPN
easat-5421	138	14	u	u	NOUN
easat-5421	138	15	134.000	134.000	NUM
easat-5421	138	16	0.000	0.000	NUM
easat-5421	138	17	sig	sig	NOUN
easat-5421	138	18	.	.	PUNCT
easat-5421	139	1	0.071	0.071	NUM
easat-5421	139	2	0.000	0.000	NUM
easat-5421	139	3	table	table	NOUN
easat-5421	139	4	8	8	NUM
easat-5421	139	5	shows	show	VERB
easat-5421	139	6	that	that	SCONJ
easat-5421	139	7	there	there	PRON
easat-5421	139	8	were	be	VERB
easat-5421	139	9	no	no	DET
easat-5421	139	10	significant	significant	ADJ
easat-5421	139	11	differences	difference	NOUN
easat-5421	139	12	between	between	ADP
easat-5421	139	13	the	the	DET
easat-5421	139	14	control	control	NOUN
easat-5421	139	15	and	and	CCONJ
easat-5421	139	16	experimental	experimental	ADJ
easat-5421	139	17	groups	group	NOUN
easat-5421	139	18	in	in	ADP
easat-5421	139	19	the	the	DET
easat-5421	139	20	pre	pre	NOUN
easat-5421	139	21	-	-	NOUN
easat-5421	139	22	test	test	NOUN
easat-5421	139	23	.	.	PUNCT
easat-5421	140	1	however	however	ADV
easat-5421	140	2	,	,	PUNCT
easat-5421	140	3	in	in	ADP
easat-5421	140	4	the	the	DET
easat-5421	140	5	post	post	NOUN
easat-5421	140	6	-	-	NOUN
easat-5421	140	7	test	test	ADJ
easat-5421	140	8	,	,	PUNCT
easat-5421	140	9	statistically	statistically	ADV
easat-5421	140	10	significant	significant	ADJ
easat-5421	140	11	differences	difference	NOUN
easat-5421	140	12	were	be	AUX
easat-5421	140	13	detected	detect	VERB
easat-5421	140	14	,	,	PUNCT
easat-5421	140	15	indicating	indicate	VERB
easat-5421	140	16	that	that	SCONJ
easat-5421	140	17	the	the	DET
easat-5421	140	18	intervention	intervention	NOUN
easat-5421	140	19	with	with	ADP
easat-5421	140	20	the	the	DET
easat-5421	140	21	digital	digital	ADJ
easat-5421	140	22	tool	tool	NOUN
easat-5421	140	23	using	use	VERB
easat-5421	140	24	ai	ai	VERB
easat-5421	140	25	significantly	significantly	ADV
easat-5421	140	26	improved	improve	VERB
easat-5421	140	27	profitability	profitability	NOUN
easat-5421	140	28	in	in	ADP
easat-5421	140	29	the	the	DET
easat-5421	140	30	experimental	experimental	ADJ
easat-5421	140	31	group	group	NOUN
easat-5421	140	32	.	.	PUNCT
easat-5421	141	1	5	5	X
easat-5421	141	2	.	.	X
easat-5421	141	3	conclusion	conclusion	VERB
easat-5421	141	4	the	the	DET
easat-5421	141	5	design	design	NOUN
easat-5421	141	6	of	of	ADP
easat-5421	141	7	the	the	DET
easat-5421	141	8	digital	digital	ADJ
easat-5421	141	9	tool	tool	NOUN
easat-5421	141	10	based	base	VERB
easat-5421	141	11	on	on	ADP
easat-5421	141	12	ai	ai	INTJ
easat-5421	141	13	met	meet	VERB
easat-5421	141	14	the	the	DET
easat-5421	141	15	requirements	requirement	NOUN
easat-5421	141	16	of	of	ADP
easat-5421	141	17	end	end	NOUN
easat-5421	141	18	users	user	NOUN
easat-5421	141	19	,	,	PUNCT
easat-5421	141	20	achieving	achieve	VERB
easat-5421	141	21	a	a	DET
easat-5421	141	22	high	high	ADJ
easat-5421	141	23	usability	usability	NOUN
easat-5421	141	24	score	score	NOUN
easat-5421	141	25	and	and	CCONJ
easat-5421	141	26	validating	validate	VERB
easat-5421	141	27	its	its	PRON
easat-5421	141	28	functionality	functionality	NOUN
easat-5421	141	29	for	for	ADP
easat-5421	141	30	financial	financial	ADJ
easat-5421	141	31	assessment	assessment	NOUN
easat-5421	141	32	,	,	PUNCT
easat-5421	141	33	where	where	SCONJ
easat-5421	141	34	the	the	DET
easat-5421	141	35	active	active	ADJ
easat-5421	141	36	participation	participation	NOUN
easat-5421	141	37	of	of	ADP
easat-5421	141	38	users	user	NOUN
easat-5421	141	39	in	in	ADP
easat-5421	141	40	the	the	DET
easat-5421	141	41	design	design	NOUN
easat-5421	141	42	and	and	CCONJ
easat-5421	141	43	validation	validation	NOUN
easat-5421	141	44	phases	phase	NOUN
easat-5421	141	45	ensured	ensure	VERB
easat-5421	141	46	that	that	SCONJ
easat-5421	141	47	the	the	DET
easat-5421	141	48	tool	tool	NOUN
easat-5421	141	49	reflects	reflect	VERB
easat-5421	141	50	their	their	PRON
easat-5421	141	51	specific	specific	ADJ
easat-5421	141	52	needs	need	NOUN
easat-5421	141	53	,	,	PUNCT
easat-5421	141	54	standing	stand	VERB
easat-5421	141	55	out	out	ADP
easat-5421	141	56	as	as	ADP
easat-5421	141	57	an	an	DET
easat-5421	141	58	innovative	innovative	ADJ
easat-5421	141	59	and	and	CCONJ
easat-5421	141	60	adaptable	adaptable	ADJ
easat-5421	141	61	solution	solution	NOUN
easat-5421	141	62	.	.	PUNCT
easat-5421	142	1	the	the	DET
easat-5421	142	2	implementation	implementation	NOUN
easat-5421	142	3	of	of	ADP
easat-5421	142	4	the	the	DET
easat-5421	142	5	tool	tool	NOUN
easat-5421	142	6	in	in	ADP
easat-5421	142	7	the	the	DET
easat-5421	142	8	experimental	experimental	ADJ
easat-5421	142	9	group	group	NOUN
easat-5421	142	10	significantly	significantly	ADV
easat-5421	142	11	improved	improve	VERB
easat-5421	142	12	indicators	indicator	NOUN
easat-5421	142	13	of	of	ADP
easat-5421	142	14	accuracy	accuracy	NOUN
easat-5421	142	15	,	,	PUNCT
easat-5421	142	16	error	error	NOUN
easat-5421	142	17	reduction	reduction	NOUN
easat-5421	142	18	,	,	PUNCT
easat-5421	142	19	and	and	CCONJ
easat-5421	142	20	user	user	NOUN
easat-5421	142	21	satisfaction	satisfaction	NOUN
easat-5421	142	22	,	,	PUNCT
easat-5421	142	23	greatly	greatly	ADV
easat-5421	142	24	surpassing	surpass	VERB
easat-5421	142	25	the	the	DET
easat-5421	142	26	control	control	NOUN
easat-5421	142	27	group	group	NOUN
easat-5421	142	28	.	.	PUNCT
easat-5421	143	1	additionally	additionally	ADV
easat-5421	143	2	,	,	PUNCT
easat-5421	143	3	the	the	DET
easat-5421	143	4	tool	tool	NOUN
easat-5421	143	5	proved	prove	VERB
easat-5421	143	6	to	to	PART
easat-5421	143	7	be	be	AUX
easat-5421	143	8	a	a	DET
easat-5421	143	9	key	key	ADJ
easat-5421	143	10	resource	resource	NOUN
easat-5421	143	11	for	for	ADP
easat-5421	143	12	optimizing	optimize	VERB
easat-5421	143	13	financial	financial	ADJ
easat-5421	143	14	processes	process	NOUN
easat-5421	143	15	and	and	CCONJ
easat-5421	143	16	increasing	increase	VERB
easat-5421	143	17	the	the	DET
easat-5421	143	18	operational	operational	ADJ
easat-5421	143	19	efficiency	efficiency	NOUN
easat-5421	143	20	of	of	ADP
easat-5421	143	21	msmes	msme	NOUN
easat-5421	143	22	.	.	PUNCT
easat-5421	144	1	the	the	DET
easat-5421	144	2	preand	preand	NOUN
easat-5421	144	3	post	post	ADJ
easat-5421	144	4	-	-	ADJ
easat-5421	144	5	test	test	NOUN
easat-5421	144	6	analysis	analysis	NOUN
easat-5421	144	7	showed	show	VERB
easat-5421	144	8	that	that	SCONJ
easat-5421	144	9	the	the	DET
easat-5421	144	10	tool	tool	NOUN
easat-5421	144	11	positively	positively	ADV
easat-5421	144	12	impacted	impact	VERB
easat-5421	144	13	financial	financial	ADJ
easat-5421	144	14	indicators	indicator	NOUN
easat-5421	144	15	of	of	ADP
easat-5421	144	16	liquidity	liquidity	NOUN
easat-5421	144	17	,	,	PUNCT
easat-5421	144	18	management	management	NOUN
easat-5421	144	19	,	,	PUNCT
easat-5421	144	20	solvency	solvency	NOUN
easat-5421	144	21	,	,	PUNCT
easat-5421	144	22	and	and	CCONJ
easat-5421	144	23	profitability	profitability	NOUN
easat-5421	144	24	,	,	PUNCT
easat-5421	144	25	achieving	achieve	VERB
easat-5421	144	26	statistically	statistically	ADV
easat-5421	144	27	significant	significant	ADJ
easat-5421	144	28	results	result	NOUN
easat-5421	144	29	,	,	PUNCT
easat-5421	144	30	confirming	confirm	VERB
easat-5421	144	31	that	that	SCONJ
easat-5421	144	32	the	the	DET
easat-5421	144	33	digital	digital	ADJ
easat-5421	144	34	tool	tool	NOUN
easat-5421	144	35	not	not	PART
easat-5421	144	36	only	only	ADV
easat-5421	144	37	improves	improve	VERB
easat-5421	144	38	financial	financial	ADJ
easat-5421	144	39	processes	process	NOUN
easat-5421	144	40	but	but	CCONJ
easat-5421	144	41	also	also	ADV
easat-5421	144	42	contributes	contribute	VERB
easat-5421	144	43	to	to	ADP
easat-5421	144	44	strengthening	strengthen	VERB
easat-5421	144	45	business	business	NOUN
easat-5421	144	46	competitiveness	competitiveness	NOUN
easat-5421	144	47	.	.	PUNCT
easat-5421	145	1	it	it	PRON
easat-5421	145	2	is	be	AUX
easat-5421	145	3	concluded	conclude	VERB
easat-5421	145	4	that	that	SCONJ
easat-5421	145	5	the	the	DET
easat-5421	145	6	digital	digital	ADJ
easat-5421	145	7	tool	tool	NOUN
easat-5421	145	8	based	base	VERB
easat-5421	145	9	on	on	ADP
easat-5421	145	10	ai	ai	VERB
easat-5421	145	11	optimizes	optimize	VERB
easat-5421	145	12	financial	financial	ADJ
easat-5421	145	13	assessment	assessment	NOUN
easat-5421	145	14	in	in	ADP
easat-5421	145	15	msmes	msme	NOUN
easat-5421	145	16	in	in	ADP
easat-5421	145	17	chimbote	chimbote	NOUN
easat-5421	145	18	,	,	PUNCT
easat-5421	145	19	improving	improve	VERB
easat-5421	145	20	accuracy	accuracy	NOUN
easat-5421	145	21	,	,	PUNCT
easat-5421	145	22	reducing	reduce	VERB
easat-5421	145	23	errors	error	NOUN
easat-5421	145	24	,	,	PUNCT
easat-5421	145	25	and	and	CCONJ
easat-5421	145	26	contributing	contribute	VERB
easat-5421	145	27	to	to	ADP
easat-5421	145	28	more	more	ADV
easat-5421	145	29	efficient	efficient	ADJ
easat-5421	145	30	and	and	CCONJ
easat-5421	145	31	sustainable	sustainable	ADJ
easat-5421	145	32	financial	financial	ADJ
easat-5421	145	33	management	management	NOUN
easat-5421	145	34	.	.	PUNCT
easat-5421	146	1	furthermore	furthermore	ADV
easat-5421	146	2	,	,	PUNCT
easat-5421	146	3	the	the	DET
easat-5421	146	4	tool	tool	NOUN
easat-5421	146	5	enables	enable	VERB
easat-5421	146	6	companies	company	NOUN
easat-5421	146	7	to	to	PART
easat-5421	146	8	anticipate	anticipate	VERB
easat-5421	146	9	changes	change	NOUN
easat-5421	146	10	in	in	ADP
easat-5421	146	11	the	the	DET
easat-5421	146	12	economic	economic	ADJ
easat-5421	146	13	environment	environment	NOUN
easat-5421	146	14	,	,	PUNCT
easat-5421	146	15	consolidating	consolidate	VERB
easat-5421	146	16	itself	itself	PRON
easat-5421	146	17	as	as	ADP
easat-5421	146	18	a	a	DET
easat-5421	146	19	strategic	strategic	ADJ
easat-5421	146	20	technological	technological	ADJ
easat-5421	146	21	solution	solution	NOUN
easat-5421	146	22	.	.	PUNCT
easat-5421	147	1	the	the	DET
easat-5421	147	2	positive	positive	ADJ
easat-5421	147	3	impact	impact	NOUN
easat-5421	147	4	evidenced	evidence	VERB
easat-5421	147	5	in	in	ADP
easat-5421	147	6	msmes	msme	NOUN
easat-5421	147	7	in	in	ADP
easat-5421	147	8	chimbote	chimbote	NOUN
easat-5421	147	9	suggests	suggest	VERB
easat-5421	147	10	that	that	SCONJ
easat-5421	147	11	the	the	DET
easat-5421	147	12	digital	digital	ADJ
easat-5421	147	13	tool	tool	NOUN
easat-5421	147	14	has	have	VERB
easat-5421	147	15	the	the	DET
easat-5421	147	16	potential	potential	NOUN
easat-5421	147	17	to	to	PART
easat-5421	147	18	be	be	AUX
easat-5421	147	19	implemented	implement	VERB
easat-5421	147	20	in	in	ADP
easat-5421	147	21	other	other	ADJ
easat-5421	147	22	regions	region	NOUN
easat-5421	147	23	or	or	CCONJ
easat-5421	147	24	economic	economic	ADJ
easat-5421	147	25	sectors	sector	NOUN
easat-5421	147	26	with	with	ADP
easat-5421	147	27	similar	similar	ADJ
easat-5421	147	28	financial	financial	ADJ
easat-5421	147	29	modernization	modernization	NOUN
easat-5421	147	30	needs	need	NOUN
easat-5421	147	31	,	,	PUNCT
easat-5421	147	32	which	which	PRON
easat-5421	147	33	could	could	AUX
easat-5421	147	34	contribute	contribute	VERB
easat-5421	147	35	to	to	ADP
easat-5421	147	36	local	local	ADJ
easat-5421	147	37	and	and	CCONJ
easat-5421	147	38	national	national	ADJ
easat-5421	147	39	economic	economic	ADJ
easat-5421	147	40	development	development	NOUN
easat-5421	147	41	.	.	PUNCT
easat-5421	148	1	pre	pre	ADJ
easat-5421	148	2	-	-	ADJ
easat-5421	148	3	test	test	ADJ
easat-5421	148	4	post	post	ADJ
easat-5421	148	5	-	-	ADJ
easat-5421	148	6	test	test	ADJ
easat-5421	148	7	level	level	NOUN
easat-5421	148	8	control	control	NOUN
easat-5421	148	9	group	group	NOUN
easat-5421	148	10	experimental	experimental	PROPN
easat-5421	148	11	group	group	PROPN
easat-5421	148	12	control	control	PROPN
easat-5421	148	13	group	group	PROPN
easat-5421	148	14	experimental	experimental	PROPN
easat-5421	148	15	group	group	NOUN
easat-5421	149	1	f	f	PROPN
easat-5421	149	2	%	%	NOUN
easat-5421	150	1	f	f	NOUN
easat-5421	150	2	%	%	NOUN
easat-5421	151	1	f	f	NOUN
easat-5421	151	2	%	%	NOUN
easat-5421	151	3	f	f	NOUN
easat-5421	151	4	%	%	NOUN
easat-5421	151	5	deficient	deficient	ADJ
easat-5421	151	6	16	16	NUM
easat-5421	151	7	80.0	80.0	NUM
easat-5421	151	8	14	14	NUM
easat-5421	151	9	70.0	70.0	NUM
easat-5421	151	10	13	13	NUM
easat-5421	151	11	65.0	65.0	NUM
easat-5421	151	12	0	0	NUM
easat-5421	152	1	00.0	00.0	NUM
easat-5421	152	2	little	little	ADJ
easat-5421	152	3	efficient	efficient	ADJ
easat-5421	152	4	4	4	NUM
easat-5421	152	5	20.0	20.0	NUM
easat-5421	152	6	6	6	NUM
easat-5421	152	7	30.0	30.0	NUM
easat-5421	152	8	7	7	NUM
easat-5421	152	9	35.0	35.0	NUM
easat-5421	152	10	12	12	NUM
easat-5421	152	11	60.0	60.0	NUM
easat-5421	152	12	efficient	efficient	ADJ
easat-5421	152	13	0	0	NUM
easat-5421	153	1	00.0	00.0	NUM
easat-5421	153	2	0	0	NUM
easat-5421	153	3	00.0	00.0	NUM
easat-5421	153	4	0	0	NUM
easat-5421	153	5	00.0	00.0	NUM
easat-5421	153	6	8	8	NUM
easat-5421	153	7	40.0	40.0	NUM
easat-5421	153	8	total	total	NOUN
easat-5421	153	9	20	20	NUM
easat-5421	153	10	100.0	100.0	NUM
easat-5421	153	11	20	20	NUM
easat-5421	153	12	100.0	100.0	NUM
easat-5421	153	13	20	20	NUM
easat-5421	153	14	100.0	100.0	NUM
easat-5421	153	15	20	20	NUM
easat-5421	153	16	100.0	100.0	NUM
easat-5421	153	17	1094	1094	NUM
easat-5421	153	18	edelweiss	edelweiss	PROPN
easat-5421	153	19	applied	apply	VERB
easat-5421	153	20	science	science	NOUN
easat-5421	153	21	and	and	CCONJ
easat-5421	153	22	technology	technology	NOUN
easat-5421	153	23	issn	issn	PROPN
easat-5421	153	24	:	:	PUNCT
easat-5421	153	25	2576	2576	NUM
easat-5421	153	26	-	-	SYM
easat-5421	153	27	8484	8484	NUM
easat-5421	153	28	vol	vol	NOUN
easat-5421	153	29	.	.	PROPN
easat-5421	153	30	9	9	NUM
easat-5421	153	31	,	,	PUNCT
easat-5421	153	32	no	no	INTJ
easat-5421	153	33	.	.	NOUN
easat-5421	153	34	3	3	NUM
easat-5421	153	35	:	:	SYM
easat-5421	153	36	1088	1088	NUM
easat-5421	153	37	-	-	SYM
easat-5421	153	38	1095	1095	NUM
easat-5421	153	39	,	,	PUNCT
easat-5421	153	40	2025	2025	NUM
easat-5421	153	41	doi	doi	NOUN
easat-5421	153	42	:	:	PUNCT
easat-5421	153	43	10.55214/25768484.v9i3.5421	10.55214/25768484.v9i3.5421	NUM
easat-5421	153	44	©	©	PROPN
easat-5421	153	45	2025	2025	NUM
easat-5421	153	46	by	by	ADP
easat-5421	153	47	the	the	DET
easat-5421	153	48	authors	author	NOUN
easat-5421	153	49	;	;	PUNCT
easat-5421	153	50	licensee	licensee	PROPN
easat-5421	153	51	learning	learn	VERB
easat-5421	153	52	gate	gate	NOUN
easat-5421	153	53	transparency	transparency	NOUN
easat-5421	153	54	:	:	PUNCT
easat-5421	153	55	the	the	DET
easat-5421	153	56	authors	author	NOUN
easat-5421	153	57	confirm	confirm	VERB
easat-5421	153	58	that	that	SCONJ
easat-5421	153	59	the	the	DET
easat-5421	153	60	manuscript	manuscript	NOUN
easat-5421	153	61	is	be	AUX
easat-5421	153	62	an	an	DET
easat-5421	153	63	honest	honest	ADJ
easat-5421	153	64	,	,	PUNCT
easat-5421	153	65	accurate	accurate	ADJ
easat-5421	153	66	,	,	PUNCT
easat-5421	153	67	and	and	CCONJ
easat-5421	153	68	transparent	transparent	ADJ
easat-5421	153	69	account	account	NOUN
easat-5421	153	70	of	of	ADP
easat-5421	153	71	the	the	DET
easat-5421	153	72	study	study	NOUN
easat-5421	153	73	;	;	PUNCT
easat-5421	153	74	that	that	SCONJ
easat-5421	153	75	no	no	DET
easat-5421	153	76	vital	vital	ADJ
easat-5421	153	77	features	feature	NOUN
easat-5421	153	78	of	of	ADP
easat-5421	153	79	the	the	DET
easat-5421	153	80	study	study	NOUN
easat-5421	153	81	have	have	AUX
easat-5421	153	82	been	be	AUX
easat-5421	153	83	omitted	omit	VERB
easat-5421	153	84	;	;	PUNCT
easat-5421	153	85	and	and	CCONJ
easat-5421	153	86	that	that	SCONJ
easat-5421	153	87	any	any	DET
easat-5421	153	88	discrepancies	discrepancy	NOUN
easat-5421	153	89	from	from	ADP
easat-5421	153	90	the	the	DET
easat-5421	153	91	study	study	NOUN
easat-5421	153	92	as	as	SCONJ
easat-5421	153	93	planned	plan	VERB
easat-5421	153	94	have	have	AUX
easat-5421	153	95	been	be	AUX
easat-5421	153	96	explained	explain	VERB
easat-5421	153	97	.	.	PUNCT
easat-5421	154	1	this	this	DET
easat-5421	154	2	study	study	NOUN
easat-5421	154	3	followed	follow	VERB
easat-5421	154	4	all	all	DET
easat-5421	154	5	ethical	ethical	ADJ
easat-5421	154	6	practices	practice	NOUN
easat-5421	154	7	during	during	ADP
easat-5421	154	8	writing	writing	NOUN
easat-5421	154	9	.	.	PUNCT
easat-5421	155	1	copyright	copyright	NOUN
easat-5421	155	2	:	:	PUNCT
easat-5421	155	3	©	©	PROPN
easat-5421	155	4	2025	2025	NUM
easat-5421	155	5	by	by	ADP
easat-5421	155	6	the	the	DET
easat-5421	155	7	authors	author	NOUN
easat-5421	155	8	.	.	PUNCT
easat-5421	156	1	this	this	DET
easat-5421	156	2	open	open	ADJ
easat-5421	156	3	-	-	PUNCT
easat-5421	156	4	access	access	NOUN
easat-5421	156	5	article	article	NOUN
easat-5421	156	6	is	be	AUX
easat-5421	156	7	distributed	distribute	VERB
easat-5421	156	8	under	under	ADP
easat-5421	156	9	the	the	DET
easat-5421	156	10	terms	term	NOUN
easat-5421	156	11	and	and	CCONJ
easat-5421	156	12	conditions	condition	NOUN
easat-5421	156	13	of	of	ADP
easat-5421	156	14	the	the	DET
easat-5421	156	15	creative	creative	ADJ
easat-5421	156	16	commons	common	NOUN
easat-5421	156	17	attribution	attribution	NOUN
easat-5421	156	18	(	(	PUNCT
easat-5421	156	19	cc	cc	NOUN
easat-5421	156	20	by	by	ADP
easat-5421	156	21	)	)	PUNCT
easat-5421	156	22	license	license	NOUN
easat-5421	156	23	(	(	PUNCT
easat-5421	156	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5421	156	25	)	)	PUNCT
easat-5421	156	26	.	.	PUNCT
easat-5421	157	1	references	reference	NOUN
easat-5421	157	2	[	[	X
easat-5421	157	3	1	1	NUM
easat-5421	157	4	]	]	PUNCT
easat-5421	157	5	q.	q.	PROPN
easat-5421	157	6	n.	n.	PROPN
easat-5421	157	7	m.	m.	PROPN
easat-5421	157	8	diestra	diestra	PROPN
easat-5421	157	9	,	,	PUNCT
easat-5421	157	10	a.	a.	PROPN
easat-5421	157	11	j.	j.	PROPN
easat-5421	157	12	c.	c.	PROPN
easat-5421	157	13	villodas	villodas	PROPN
easat-5421	157	14	,	,	PUNCT
easat-5421	157	15	c.	c.	PROPN
easat-5421	157	16	p.	p.	PROPN
easat-5421	157	17	c.	c.	PROPN
easat-5421	157	18	montero	montero	PROPN
easat-5421	157	19	,	,	PUNCT
easat-5421	157	20	d.	d.	PROPN
easat-5421	157	21	l.	l.	PROPN
easat-5421	157	22	e.	e.	PROPN
easat-5421	157	23	cueva	cueva	PROPN
easat-5421	157	24	,	,	PUNCT
easat-5421	157	25	and	and	CCONJ
easat-5421	157	26	s.	s.	PROPN
easat-5421	157	27	a.	a.	PROPN
easat-5421	157	28	n.	n.	PROPN
easat-5421	157	29	vera	vera	PROPN
easat-5421	157	30	,	,	PUNCT
easat-5421	157	31	"	"	PUNCT
easat-5421	157	32	artificial	artificial	ADJ
easat-5421	157	33	intelligence	intelligence	NOUN
easat-5421	157	34	and	and	CCONJ
easat-5421	157	35	managerial	managerial	ADJ
easat-5421	157	36	decision	decision	NOUN
easat-5421	157	37	-	-	PUNCT
easat-5421	157	38	making	making	NOUN
easat-5421	157	39	,	,	PUNCT
easat-5421	157	40	"	"	PUNCT
easat-5421	157	41	research	research	NOUN
easat-5421	157	42	journal	journal	NOUN
easat-5421	157	43	added	add	VERB
easat-5421	157	44	value	value	NOUN
easat-5421	157	45	,	,	PUNCT
easat-5421	157	46	vol	vol	NOUN
easat-5421	157	47	.	.	PROPN
easat-5421	157	48	8	8	NUM
easat-5421	157	49	,	,	PUNCT
easat-5421	157	50	no	no	INTJ
easat-5421	157	51	.	.	NOUN
easat-5421	157	52	1	1	NUM
easat-5421	157	53	,	,	PUNCT
easat-5421	157	54	pp	pp	ADJ
easat-5421	157	55	.	.	PUNCT
easat-5421	158	1	52	52	NUM
easat-5421	158	2	-	-	SYM
easat-5421	158	3	69	69	NUM
easat-5421	158	4	,	,	PUNCT
easat-5421	158	5	2021	2021	NUM
easat-5421	158	6	.	.	PUNCT
easat-5421	159	1	https://doi.org/10.17162/riva.v8i1.1631	https://doi.org/10.17162/riva.v8i1.1631	PRON
easat-5421	160	1	[	[	X
easat-5421	160	2	2	2	NUM
easat-5421	160	3	]	]	PUNCT
easat-5421	160	4	c.	c.	PROPN
easat-5421	160	5	de	de	PROPN
easat-5421	160	6	tyler	tyler	PROPN
easat-5421	160	7	,	,	PUNCT
easat-5421	160	8	r.	r.	PROPN
easat-5421	160	9	g.	g.	PROPN
easat-5421	160	10	graell	graell	PROPN
easat-5421	160	11	,	,	PUNCT
easat-5421	160	12	and	and	CCONJ
easat-5421	160	13	c.	c.	PROPN
easat-5421	160	14	e.	e.	PROPN
easat-5421	160	15	tyler	tyler	PROPN
easat-5421	160	16	,	,	PUNCT
easat-5421	160	17	"	"	PUNCT
easat-5421	160	18	business	business	NOUN
easat-5421	160	19	administration	administration	NOUN
easat-5421	160	20	and	and	CCONJ
easat-5421	160	21	the	the	DET
easat-5421	160	22	use	use	NOUN
easat-5421	160	23	of	of	ADP
easat-5421	160	24	artificial	artificial	ADJ
easat-5421	160	25	intelligence	intelligence	NOUN
easat-5421	160	26	and	and	CCONJ
easat-5421	160	27	gpt-4	gpt-4	NOUN
easat-5421	160	28	:	:	PUNCT
easat-5421	160	29	contributions	contribution	NOUN
easat-5421	160	30	and	and	CCONJ
easat-5421	160	31	challenges	challenge	NOUN
easat-5421	160	32	for	for	ADP
easat-5421	160	33	software	software	NOUN
easat-5421	160	34	engineering	engineering	NOUN
easat-5421	160	35	and	and	CCONJ
easat-5421	160	36	information	information	NOUN
easat-5421	160	37	systems	system	NOUN
easat-5421	160	38	,	,	PUNCT
easat-5421	160	39	"	"	PUNCT
easat-5421	160	40	revista	revista	PROPN
easat-5421	160	41	científica	científica	PROPN
easat-5421	160	42	guacamaya	guacamaya	PROPN
easat-5421	160	43	,	,	PUNCT
easat-5421	160	44	vol	vol	NOUN
easat-5421	160	45	.	.	PROPN
easat-5421	160	46	8	8	NUM
easat-5421	160	47	,	,	PUNCT
easat-5421	160	48	no	no	INTJ
easat-5421	160	49	.	.	NOUN
easat-5421	160	50	1	1	NUM
easat-5421	160	51	,	,	PUNCT
easat-5421	160	52	pp	pp	ADJ
easat-5421	160	53	.	.	PUNCT
easat-5421	161	1	128	128	NUM
easat-5421	161	2	-	-	SYM
easat-5421	161	3	141	141	NUM
easat-5421	161	4	,	,	PUNCT
easat-5421	161	5	2023	2023	NUM
easat-5421	161	6	.	.	PUNCT
easat-5421	162	1	https://doi.org/10.48204/j.guacamaya.v8n1.a4323	https://doi.org/10.48204/j.guacamaya.v8n1.a4323	NOUN
easat-5421	163	1	[	[	X
easat-5421	163	2	3	3	NUM
easat-5421	163	3	]	]	PUNCT
easat-5421	163	4	j.	j.	PROPN
easat-5421	163	5	granados	granados	PROPN
easat-5421	163	6	ferreira	ferreira	PROPN
easat-5421	163	7	,	,	PUNCT
easat-5421	163	8	"	"	PUNCT
easat-5421	163	9	analysis	analysis	NOUN
easat-5421	163	10	of	of	ADP
easat-5421	163	11	artificial	artificial	ADJ
easat-5421	163	12	intelligence	intelligence	NOUN
easat-5421	163	13	in	in	ADP
easat-5421	163	14	labor	labor	NOUN
easat-5421	163	15	relations	relation	NOUN
easat-5421	163	16	,	,	PUNCT
easat-5421	163	17	"	"	PUNCT
easat-5421	163	18	revista	revista	PROPN
easat-5421	163	19	ces	ces	PROPN
easat-5421	163	20	derecho	derecho	PROPN
easat-5421	163	21	,	,	PUNCT
easat-5421	163	22	vol	vol	NOUN
easat-5421	163	23	.	.	PROPN
easat-5421	163	24	13	13	NUM
easat-5421	163	25	,	,	PUNCT
easat-5421	163	26	no	no	INTJ
easat-5421	163	27	.	.	NOUN
easat-5421	163	28	1	1	NUM
easat-5421	163	29	,	,	PUNCT
easat-5421	163	30	pp	pp	ADJ
easat-5421	163	31	.	.	PUNCT
easat-5421	163	32	111	111	NUM
easat-5421	163	33	-	-	SYM
easat-5421	163	34	132	132	NUM
easat-5421	163	35	,	,	PUNCT
easat-5421	163	36	2022	2022	NUM
easat-5421	163	37	.	.	PUNCT
easat-5421	164	1	https://doi.org/10.21615/cesder.6395	https://doi.org/10.21615/cesder.6395	PROPN
easat-5421	165	1	[	[	X
easat-5421	165	2	4	4	X
easat-5421	165	3	]	]	PUNCT
easat-5421	165	4	t.	t.	PROPN
easat-5421	165	5	kovshova	kovshova	PROPN
easat-5421	165	6	,	,	PUNCT
easat-5421	165	7	p.	p.	PROPN
easat-5421	165	8	trifonov	trifonov	NOUN
easat-5421	165	9	,	,	PUNCT
easat-5421	165	10	and	and	CCONJ
easat-5421	165	11	e.	e.	PROPN
easat-5421	165	12	ramirez	ramirez	PROPN
easat-5421	165	13	-	-	PUNCT
easat-5421	165	14	asis	asis	PROPN
easat-5421	165	15	,	,	PUNCT
easat-5421	165	16	"	"	PUNCT
easat-5421	165	17	improving	improve	VERB
easat-5421	165	18	the	the	DET
easat-5421	165	19	efficiency	efficiency	NOUN
easat-5421	165	20	of	of	ADP
easat-5421	165	21	intellectualization	intellectualization	NOUN
easat-5421	165	22	processes	process	NOUN
easat-5421	165	23	in	in	ADP
easat-5421	165	24	business	business	NOUN
easat-5421	165	25	management	management	NOUN
easat-5421	165	26	systems	system	NOUN
easat-5421	165	27	,	,	PUNCT
easat-5421	165	28	"	"	PUNCT
easat-5421	165	29	systems	system	NOUN
easat-5421	165	30	,	,	PUNCT
easat-5421	165	31	vol	vol	NOUN
easat-5421	165	32	.	.	PROPN
easat-5421	165	33	11	11	NUM
easat-5421	165	34	,	,	PUNCT
easat-5421	165	35	no	no	INTJ
easat-5421	165	36	.	.	NOUN
easat-5421	165	37	6	6	NUM
easat-5421	165	38	,	,	PUNCT
easat-5421	165	39	p.	p.	NOUN
easat-5421	165	40	266	266	NUM
easat-5421	165	41	,	,	PUNCT
easat-5421	165	42	2023	2023	NUM
easat-5421	165	43	.	.	PUNCT
easat-5421	166	1	https://doi.org/10.3390/systems11060266	https://doi.org/10.3390/systems11060266	NOUN
easat-5421	166	2	[	[	X
easat-5421	166	3	5	5	NUM
easat-5421	166	4	]	]	PUNCT
easat-5421	166	5	d.	d.	PROPN
easat-5421	166	6	mhlanga	mhlanga	PROPN
easat-5421	166	7	,	,	PUNCT
easat-5421	166	8	"	"	PUNCT
easat-5421	166	9	industry	industry	NOUN
easat-5421	166	10	4.0	4.0	NUM
easat-5421	166	11	in	in	ADP
easat-5421	166	12	finance	finance	NOUN
easat-5421	166	13	:	:	PUNCT
easat-5421	166	14	the	the	DET
easat-5421	166	15	impact	impact	NOUN
easat-5421	166	16	of	of	ADP
easat-5421	166	17	artificial	artificial	ADJ
easat-5421	166	18	intelligence	intelligence	NOUN
easat-5421	166	19	(	(	PUNCT
easat-5421	166	20	ai	ai	NOUN
easat-5421	166	21	)	)	PUNCT
easat-5421	166	22	on	on	ADP
easat-5421	166	23	digital	digital	ADJ
easat-5421	166	24	financial	financial	ADJ
easat-5421	166	25	inclusion	inclusion	NOUN
easat-5421	166	26	,	,	PUNCT
easat-5421	166	27	"	"	PUNCT
easat-5421	166	28	international	international	ADJ
easat-5421	166	29	journal	journal	NOUN
easat-5421	166	30	of	of	ADP
easat-5421	166	31	financial	financial	ADJ
easat-5421	166	32	studies	study	NOUN
easat-5421	166	33	,	,	PUNCT
easat-5421	166	34	vol	vol	NOUN
easat-5421	166	35	.	.	PROPN
easat-5421	166	36	8	8	NUM
easat-5421	166	37	,	,	PUNCT
easat-5421	166	38	no	no	INTJ
easat-5421	166	39	.	.	NOUN
easat-5421	166	40	3	3	NUM
easat-5421	166	41	,	,	PUNCT
easat-5421	166	42	pp	pp	ADJ
easat-5421	166	43	.	.	PUNCT
easat-5421	167	1	1	1	NUM
easat-5421	167	2	-	-	SYM
easat-5421	167	3	14	14	NUM
easat-5421	167	4	,	,	PUNCT
easat-5421	167	5	2020	2020	NUM
easat-5421	167	6	.	.	PUNCT
easat-5421	168	1	https://doi.org/10.3390/ijfs8030045	https://doi.org/10.3390/ijfs8030045	ADJ
easat-5421	168	2	[	[	X
easat-5421	168	3	6	6	NUM
easat-5421	168	4	]	]	PUNCT
easat-5421	168	5	r.	r.	PROPN
easat-5421	168	6	quispe	quispe	PROPN
easat-5421	168	7	,	,	PUNCT
easat-5421	168	8	f.	f.	PROPN
easat-5421	168	9	rios	rios	PROPN
easat-5421	168	10	,	,	PUNCT
easat-5421	168	11	f.	f.	PROPN
easat-5421	168	12	quispe	quispe	PROPN
easat-5421	168	13	,	,	PUNCT
easat-5421	168	14	d.	d.	PROPN
easat-5421	168	15	tafur	tafur	PROPN
easat-5421	168	16	,	,	PUNCT
easat-5421	168	17	r.	r.	PROPN
easat-5421	168	18	vidal	vidal	PROPN
easat-5421	168	19	,	,	PUNCT
easat-5421	168	20	and	and	CCONJ
easat-5421	168	21	m.	m.	NOUN
easat-5421	168	22	mercedes	mercede	NOUN
easat-5421	168	23	,	,	PUNCT
easat-5421	168	24	"	"	PUNCT
easat-5421	168	25	impact	impact	NOUN
easat-5421	168	26	of	of	ADP
easat-5421	168	27	artificial	artificial	ADJ
easat-5421	168	28	intelligence	intelligence	NOUN
easat-5421	168	29	(	(	PUNCT
easat-5421	168	30	ai	ai	NOUN
easat-5421	168	31	)	)	PUNCT
easat-5421	168	32	on	on	ADP
easat-5421	168	33	corporate	corporate	ADJ
easat-5421	168	34	financial	financial	ADJ
easat-5421	168	35	management	management	NOUN
easat-5421	168	36	,	,	PUNCT
easat-5421	168	37	"	"	PUNCT
easat-5421	168	38	sciendo	sciendo	ADJ
easat-5421	168	39	,	,	PUNCT
easat-5421	168	40	vol	vol	NOUN
easat-5421	168	41	.	.	PROPN
easat-5421	168	42	27	27	NUM
easat-5421	168	43	,	,	PUNCT
easat-5421	168	44	no	no	INTJ
easat-5421	168	45	.	.	NOUN
easat-5421	168	46	2	2	NUM
easat-5421	168	47	,	,	PUNCT
easat-5421	168	48	pp	pp	ADJ
easat-5421	168	49	.	.	PUNCT
easat-5421	168	50	303	303	NUM
easat-5421	168	51	-	-	SYM
easat-5421	168	52	313	313	NUM
easat-5421	168	53	,	,	PUNCT
easat-5421	168	54	2024	2024	NUM
easat-5421	168	55	.	.	PUNCT
easat-5421	169	1	https://doi.org/10.17268/sciendo.2024.044	https://doi.org/10.17268/sciendo.2024.044	PROPN
easat-5421	169	2	[	[	X
easat-5421	169	3	7	7	X
easat-5421	169	4	]	]	X
easat-5421	169	5	j.	j.	PROPN
easat-5421	169	6	erazo	erazo	PROPN
easat-5421	169	7	-	-	PUNCT
easat-5421	169	8	castillo	castillo	PROPN
easat-5421	169	9	and	and	CCONJ
easat-5421	169	10	d.	d.	PROPN
easat-5421	169	11	la	la	PROPN
easat-5421	169	12	a	a	PROPN
easat-5421	169	13	-	-	PUNCT
easat-5421	169	14	muñoz	muñoz	NOUN
easat-5421	169	15	,	,	PUNCT
easat-5421	169	16	"	"	PUNCT
easat-5421	169	17	auditing	audit	VERB
easat-5421	169	18	the	the	DET
easat-5421	169	19	future	future	NOUN
easat-5421	169	20	,	,	PUNCT
easat-5421	169	21	foresight	foresight	NOUN
easat-5421	169	22	and	and	CCONJ
easat-5421	169	23	artificial	artificial	ADJ
easat-5421	169	24	intelligence	intelligence	NOUN
easat-5421	169	25	to	to	PART
easat-5421	169	26	anticipate	anticipate	VERB
easat-5421	169	27	risks	risk	NOUN
easat-5421	169	28	in	in	ADP
easat-5421	169	29	organizations	organization	NOUN
easat-5421	169	30	,	,	PUNCT
easat-5421	169	31	,	,	PUNCT
easat-5421	169	32	"	"	PUNCT
easat-5421	169	33	revista	revista	PROPN
easat-5421	169	34	digital	digital	PROPN
easat-5421	169	35	novasinergia	novasinergia	NOUN
easat-5421	169	36	,	,	PUNCT
easat-5421	169	37	vol	vol	NOUN
easat-5421	169	38	.	.	PROPN
easat-5421	169	39	6	6	NUM
easat-5421	169	40	,	,	PUNCT
easat-5421	169	41	no	no	INTJ
easat-5421	169	42	.	.	NOUN
easat-5421	169	43	1	1	NUM
easat-5421	169	44	,	,	PUNCT
easat-5421	169	45	pp	pp	ADJ
easat-5421	169	46	.	.	PUNCT
easat-5421	170	1	105	105	NUM
easat-5421	170	2	-	-	SYM
easat-5421	170	3	119	119	NUM
easat-5421	170	4	,	,	PUNCT
easat-5421	170	5	2023	2023	NUM
easat-5421	170	6	.	.	PUNCT
easat-5421	171	1	[	[	X
easat-5421	171	2	8	8	NUM
easat-5421	171	3	]	]	X
easat-5421	171	4	c.	c.	PROPN
easat-5421	171	5	l.	l.	PROPN
easat-5421	171	6	a.	a.	PROPN
easat-5421	171	7	flores	flores	PROPN
easat-5421	171	8	,	,	PUNCT
easat-5421	171	9	l.	l.	PROPN
easat-5421	171	10	t.	t.	PROPN
easat-5421	171	11	soberanes	soberane	NOUN
easat-5421	171	12	,	,	PUNCT
easat-5421	171	13	and	and	CCONJ
easat-5421	171	14	m.	m.	PROPN
easat-5421	171	15	g.	g.	PROPN
easat-5421	171	16	j.	j.	PROPN
easat-5421	171	17	n.	n.	PROPN
easat-5421	171	18	gómez	gómez	PROPN
easat-5421	171	19	,	,	PUNCT
easat-5421	171	20	"	"	PUNCT
easat-5421	171	21	financial	financial	ADJ
easat-5421	171	22	management	management	NOUN
easat-5421	171	23	in	in	ADP
easat-5421	171	24	msmes	msme	NOUN
easat-5421	171	25	in	in	ADP
easat-5421	171	26	the	the	DET
easat-5421	171	27	city	city	NOUN
easat-5421	171	28	of	of	ADP
easat-5421	171	29	huajuapan	huajuapan	PROPN
easat-5421	171	30	de	de	X
easat-5421	171	31	león	león	PROPN
easat-5421	171	32	,	,	PUNCT
easat-5421	171	33	oaxaca	oaxaca	PROPN
easat-5421	171	34	,	,	PUNCT
easat-5421	171	35	and	and	CCONJ
easat-5421	171	36	its	its	PRON
easat-5421	171	37	relationship	relationship	NOUN
easat-5421	171	38	with	with	ADP
easat-5421	171	39	competitiveness	competitiveness	NOUN
easat-5421	171	40	,	,	PUNCT
easat-5421	171	41	"	"	PUNCT
easat-5421	171	42	cuadernos	cuadernos	PROPN
easat-5421	171	43	latinoamericanos	latinoamericanos	PROPN
easat-5421	171	44	de	de	PROPN
easat-5421	171	45	administración	administración	PROPN
easat-5421	171	46	,	,	PUNCT
easat-5421	171	47	vol	vol	NOUN
easat-5421	171	48	.	.	PROPN
easat-5421	171	49	17	17	NUM
easat-5421	171	50	,	,	PUNCT
easat-5421	171	51	no	no	INTJ
easat-5421	171	52	.	.	NOUN
easat-5421	171	53	32	32	NUM
easat-5421	171	54	,	,	PUNCT
easat-5421	171	55	pp	pp	ADJ
easat-5421	171	56	.	.	PUNCT
easat-5421	172	1	1	1	NUM
easat-5421	172	2	-	-	SYM
easat-5421	172	3	17	17	NUM
easat-5421	172	4	,	,	PUNCT
easat-5421	172	5	2021	2021	NUM
easat-5421	172	6	.	.	PUNCT
easat-5421	173	1	https://doi.org/10.18270/cuaderlam.v17i32.3490	https://doi.org/10.18270/cuaderlam.v17i32.3490	ADJ
easat-5421	173	2	[	[	X
easat-5421	173	3	9	9	NUM
easat-5421	173	4	]	]	PUNCT
easat-5421	173	5	r.	r.	PROPN
easat-5421	173	6	liu	liu	PROPN
easat-5421	173	7	,	,	PUNCT
easat-5421	173	8	y.	y.	PROPN
easat-5421	173	9	wang	wang	PROPN
easat-5421	173	10	,	,	PUNCT
easat-5421	173	11	and	and	CCONJ
easat-5421	173	12	j.	j.	PROPN
easat-5421	173	13	zou	zou	PROPN
easat-5421	173	14	,	,	PUNCT
easat-5421	173	15	"	"	PUNCT
easat-5421	173	16	research	research	NOUN
easat-5421	173	17	on	on	ADP
easat-5421	173	18	the	the	DET
easat-5421	173	19	transformation	transformation	NOUN
easat-5421	173	20	from	from	ADP
easat-5421	173	21	financial	financial	ADJ
easat-5421	173	22	accounting	accounting	NOUN
easat-5421	173	23	to	to	ADP
easat-5421	173	24	management	management	NOUN
easat-5421	173	25	accounting	accounting	NOUN
easat-5421	173	26	based	base	VERB
easat-5421	173	27	on	on	ADP
easat-5421	173	28	drools	drool	NOUN
easat-5421	173	29	rule	rule	NOUN
easat-5421	173	30	engine	engine	NOUN
easat-5421	173	31	,	,	PUNCT
easat-5421	173	32	"	"	PUNCT
easat-5421	173	33	computational	computational	ADJ
easat-5421	173	34	intelligence	intelligence	NOUN
easat-5421	173	35	and	and	CCONJ
easat-5421	173	36	neuroscience	neuroscience	NOUN
easat-5421	173	37	,	,	PUNCT
easat-5421	173	38	vol	vol	NOUN
easat-5421	173	39	.	.	NOUN
easat-5421	173	40	2022	2022	NUM
easat-5421	173	41	,	,	PUNCT
easat-5421	173	42	no	no	INTJ
easat-5421	173	43	.	.	NOUN
easat-5421	173	44	1	1	NUM
easat-5421	173	45	,	,	PUNCT
easat-5421	173	46	p.	p.	NOUN
easat-5421	173	47	9445776	9445776	NUM
easat-5421	173	48	,	,	PUNCT
easat-5421	173	49	2022	2022	NUM
easat-5421	173	50	.	.	PUNCT
easat-5421	174	1	https://doi.org/10.1155/2022/9445776	https://doi.org/10.1155/2022/9445776	PROPN
easat-5421	175	1	[	[	X
easat-5421	175	2	10	10	NUM
easat-5421	175	3	]	]	PUNCT
easat-5421	175	4	m.	m.	NOUN
easat-5421	175	5	i.	i.	PROPN
easat-5421	175	6	arango	arango	PROPN
easat-5421	175	7	-	-	PUNCT
easat-5421	175	8	ortiz	ortiz	PROPN
easat-5421	175	9	,	,	PUNCT
easat-5421	175	10	"	"	PUNCT
easat-5421	175	11	the	the	DET
easat-5421	175	12	influence	influence	NOUN
easat-5421	175	13	of	of	ADP
easat-5421	175	14	artificial	artificial	ADJ
easat-5421	175	15	intelligence	intelligence	NOUN
easat-5421	175	16	(	(	PUNCT
easat-5421	175	17	ai	ai	NOUN
easat-5421	175	18	)	)	PUNCT
easat-5421	175	19	on	on	ADP
easat-5421	175	20	the	the	DET
easat-5421	175	21	accounting	accounting	NOUN
easat-5421	175	22	profession	profession	NOUN
easat-5421	175	23	,	,	PUNCT
easat-5421	175	24	"	"	PUNCT
easat-5421	175	25	ágora	ágora	PROPN
easat-5421	175	26	revista	revista	PROPN
easat-5421	175	27	virtual	virtual	PROPN
easat-5421	175	28	de	de	X
easat-5421	175	29	estudiantes	estudiantes	PROPN
easat-5421	175	30	,	,	PUNCT
easat-5421	175	31	no	no	INTJ
easat-5421	175	32	.	.	NOUN
easat-5421	175	33	17	17	NUM
easat-5421	175	34	,	,	PUNCT
easat-5421	175	35	pp	pp	ADJ
easat-5421	175	36	.	.	PUNCT
easat-5421	176	1	199	199	NUM
easat-5421	176	2	-	-	SYM
easat-5421	176	3	204	204	NUM
easat-5421	176	4	,	,	PUNCT
easat-5421	176	5	2024	2024	NUM
easat-5421	176	6	.	.	PUNCT
easat-5421	177	1	https://ojs.tdea.edu.co/index.php/agora/article/view/1709	https://ojs.tdea.edu.co/index.php/agora/article/view/1709	PROPN
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easat-5421	177	3	11	11	NUM
easat-5421	177	4	]	]	X
easat-5421	177	5	c.	c.	NOUN
easat-5421	177	6	llamas	llamas	PROPN
easat-5421	177	7	,	,	PUNCT
easat-5421	177	8	j.	j.	PROPN
easat-5421	177	9	zadamig	zadamig	PROPN
easat-5421	177	10	,	,	PUNCT
easat-5421	177	11	o.	o.	PROPN
easat-5421	177	12	a.	a.	PROPN
easat-5421	177	13	mendoza	mendoza	PROPN
easat-5421	177	14	,	,	PUNCT
easat-5421	177	15	and	and	CCONJ
easat-5421	177	16	m.	m.	NOUN
easat-5421	177	17	graff	graff	PROPN
easat-5421	177	18	,	,	PUNCT
easat-5421	177	19	"	"	PUNCT
easat-5421	177	20	regulatory	regulatory	ADJ
easat-5421	177	21	approaches	approach	NOUN
easat-5421	177	22	to	to	ADP
easat-5421	177	23	artificial	artificial	ADJ
easat-5421	177	24	intelligence	intelligence	NOUN
easat-5421	177	25	(	(	PUNCT
easat-5421	177	26	ai	ai	NOUN
easat-5421	177	27	)	)	PUNCT
easat-5421	177	28	,	,	PUNCT
easat-5421	177	29	"	"	PUNCT
easat-5421	177	30	chilean	chilean	ADJ
easat-5421	177	31	law	law	NOUN
easat-5421	177	32	review	review	NOUN
easat-5421	177	33	,	,	PUNCT
easat-5421	177	34	vol	vol	NOUN
easat-5421	177	35	.	.	PROPN
easat-5421	177	36	49	49	NUM
easat-5421	177	37	,	,	PUNCT
easat-5421	177	38	no	no	INTJ
easat-5421	177	39	.	.	NOUN
easat-5421	177	40	3	3	NUM
easat-5421	177	41	,	,	PUNCT
easat-5421	177	42	pp	pp	ADJ
easat-5421	177	43	.	.	PUNCT
easat-5421	178	1	31	31	NUM
easat-5421	178	2	-	-	SYM
easat-5421	178	3	62	62	NUM
easat-5421	178	4	,	,	PUNCT
easat-5421	178	5	2022	2022	NUM
easat-5421	178	6	.	.	PUNCT
easat-5421	179	1	https://doi.org/10.7764/r.493.2	https://doi.org/10.7764/r.493.2	PUNCT
easat-5421	180	1	[	[	X
easat-5421	180	2	12	12	NUM
easat-5421	180	3	]	]	X
easat-5421	180	4	c.	c.	PROPN
easat-5421	180	5	araya	araya	PROPN
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easat-5421	180	8	"	"	PUNCT
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easat-5421	180	13	intelligence	intelligence	NOUN
easat-5421	180	14	in	in	ADP
easat-5421	180	15	chile	chile	PROPN
easat-5421	180	16	,	,	PUNCT
easat-5421	180	17	"	"	PUNCT
easat-5421	180	18	chilean	chilean	ADJ
easat-5421	180	19	journal	journal	NOUN
easat-5421	180	20	of	of	ADP
easat-5421	180	21	law	law	NOUN
easat-5421	180	22	and	and	CCONJ
easat-5421	180	23	technology	technology	NOUN
easat-5421	180	24	,	,	PUNCT
easat-5421	180	25	vol	vol	NOUN
easat-5421	180	26	.	.	PROPN
easat-5421	180	27	9	9	NUM
easat-5421	180	28	,	,	PUNCT
easat-5421	180	29	no	no	INTJ
easat-5421	180	30	.	.	NOUN
easat-5421	180	31	2	2	NUM
easat-5421	180	32	,	,	PUNCT
easat-5421	180	33	pp	pp	ADJ
easat-5421	180	34	.	.	PUNCT
easat-5421	181	1	257	257	NUM
easat-5421	181	2	-	-	SYM
easat-5421	181	3	290	290	NUM
easat-5421	181	4	,	,	PUNCT
easat-5421	181	5	2020	2020	NUM
easat-5421	181	6	.	.	PUNCT
easat-5421	182	1	https://doi.org/10.5354/0719-2584.2020.54489	https://doi.org/10.5354/0719-2584.2020.54489	NOUN
easat-5421	183	1	[	[	X
easat-5421	183	2	13	13	NUM
easat-5421	183	3	]	]	X
easat-5421	183	4	d.	d.	PROPN
easat-5421	183	5	p.	p.	PROPN
easat-5421	183	6	d.	d.	PROPN
easat-5421	183	7	ayuso	ayuso	PROPN
easat-5421	183	8	and	and	CCONJ
easat-5421	183	9	p.	p.	PROPN
easat-5421	183	10	g.	g.	PROPN
easat-5421	183	11	esteban	esteban	PROPN
easat-5421	183	12	,	,	PUNCT
easat-5421	183	13	"	"	PUNCT
easat-5421	183	14	artificial	artificial	ADJ
easat-5421	183	15	intelligence	intelligence	NOUN
easat-5421	183	16	as	as	ADP
easat-5421	183	17	an	an	DET
easat-5421	183	18	educational	educational	ADJ
easat-5421	183	19	resource	resource	NOUN
easat-5421	183	20	during	during	ADP
easat-5421	183	21	initial	initial	ADJ
easat-5421	183	22	teacher	teacher	NOUN
easat-5421	183	23	training	training	NOUN
easat-5421	183	24	,	,	PUNCT
easat-5421	183	25	"	"	PUNCT
easat-5421	183	26	ried	rie	VERB
easat-5421	183	27	-	-	PUNCT
easat-5421	183	28	ibero	ibero	NOUN
easat-5421	183	29	-	-	PUNCT
easat-5421	183	30	american	american	ADJ
easat-5421	183	31	journal	journal	PROPN
easat-5421	183	32	of	of	ADP
easat-5421	183	33	distance	distance	NOUN
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easat-5421	183	35	,	,	PUNCT
easat-5421	183	36	vol	vol	NOUN
easat-5421	183	37	.	.	PROPN
easat-5421	183	38	25	25	NUM
easat-5421	183	39	,	,	PUNCT
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easat-5421	183	41	.	.	NOUN
easat-5421	183	42	2	2	NUM
easat-5421	183	43	,	,	PUNCT
easat-5421	183	44	pp	pp	ADJ
easat-5421	183	45	.	.	PUNCT
easat-5421	183	46	347	347	NUM
easat-5421	183	47	-	-	SYM
easat-5421	183	48	358	358	NUM
easat-5421	183	49	,	,	PUNCT
easat-5421	183	50	2022	2022	NUM
easat-5421	183	51	.	.	PUNCT
easat-5421	184	1	https://doi.org/10.5944/ried.25.2.32332	https://doi.org/10.5944/ried.25.2.32332	PROPN
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easat-5421	185	2	14	14	NUM
easat-5421	185	3	]	]	PUNCT
easat-5421	185	4	z.	z.	PROPN
easat-5421	185	5	f.	f.	PROPN
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easat-5421	185	7	,	,	PUNCT
easat-5421	185	8	y.	y.	PROPN
easat-5421	185	9	v.	v.	PROPN
easat-5421	185	10	bazurto	bazurto	PROPN
easat-5421	185	11	,	,	PUNCT
easat-5421	185	12	and	and	CCONJ
easat-5421	185	13	r.	r.	PROPN
easat-5421	185	14	b.	b.	PROPN
easat-5421	185	15	parra	parra	PROPN
easat-5421	185	16	,	,	PUNCT
easat-5421	185	17	"	"	PUNCT
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easat-5421	185	28	.	.	PUNCT
easat-5421	186	1	ltda	ltda	PROPN
easat-5421	186	2	.	.	PROPN
easat-5421	186	3	,	,	PUNCT
easat-5421	186	4	"	"	PUNCT
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easat-5421	186	7	publisher	publisher	NOUN
easat-5421	186	8	ceit	ceit	NOUN
easat-5421	186	9	,	,	PUNCT
easat-5421	186	10	vol	vol	NOUN
easat-5421	186	11	.	.	PROPN
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easat-5421	186	13	,	,	PUNCT
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easat-5421	186	16	2	2	NUM
easat-5421	186	17	,	,	PUNCT
easat-5421	186	18	pp	pp	ADJ
easat-5421	186	19	.	.	PUNCT
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easat-5421	187	2	-	-	SYM
easat-5421	187	3	391	391	NUM
easat-5421	187	4	,	,	PUNCT
easat-5421	187	5	2024	2024	NUM
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easat-5421	188	1	https://doi.org/10.33386/593dp.2024.2.2316	https://doi.org/10.33386/593dp.2024.2.2316	X
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easat-5421	189	8	o.	o.	PROPN
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easat-5421	189	10	,	,	PUNCT
easat-5421	189	11	u.	u.	PROPN
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easat-5421	189	14	j.	j.	PROPN
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easat-5421	189	16	,	,	PUNCT
easat-5421	189	17	and	and	CCONJ
easat-5421	189	18	s.	s.	PROPN
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easat-5421	189	20	,	,	PUNCT
easat-5421	189	21	"	"	PUNCT
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easat-5421	189	25	finance	finance	NOUN
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easat-5421	189	34	intelligence	intelligence	NOUN
easat-5421	189	35	,	,	PUNCT
easat-5421	189	36	"	"	PUNCT
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easat-5421	189	38	transactions	transaction	NOUN
easat-5421	189	39	on	on	ADP
easat-5421	189	40	engineering	engineering	NOUN
easat-5421	189	41	management	management	NOUN
easat-5421	189	42	,	,	PUNCT
easat-5421	189	43	vol	vol	NOUN
easat-5421	189	44	.	.	PROPN
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easat-5421	189	46	,	,	PUNCT
easat-5421	189	47	no	no	INTJ
easat-5421	189	48	.	.	NOUN
easat-5421	189	49	1	1	NUM
easat-5421	189	50	,	,	PUNCT
easat-5421	189	51	pp	pp	ADJ
easat-5421	189	52	.	.	PUNCT
easat-5421	190	1	1329613311	1329613311	NUM
easat-5421	190	2	,	,	PUNCT
easat-5421	190	3	2022	2022	NUM
easat-5421	190	4	.	.	PUNCT
easat-5421	191	1	https://doi.org/10.1109/tem.2021.3133104	https://doi.org/10.1109/tem.2021.3133104	X
easat-5421	192	1	[	[	X
easat-5421	192	2	16	16	NUM
easat-5421	192	3	]	]	PUNCT
easat-5421	192	4	m.	m.	PROPN
easat-5421	192	5	l.	l.	PROPN
easat-5421	192	6	villasano	villasano	PROPN
easat-5421	192	7	,	,	PUNCT
easat-5421	192	8	h.	h.	PROPN
easat-5421	192	9	c.	c.	PROPN
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easat-5421	192	11	,	,	PUNCT
easat-5421	192	12	r.	r.	PROPN
easat-5421	192	13	a.	a.	PROPN
easat-5421	192	14	r.	r.	PROPN
easat-5421	192	15	rizo	rizo	PROPN
easat-5421	192	16	,	,	PUNCT
easat-5421	192	17	and	and	CCONJ
easat-5421	192	18	h.	h.	PROPN
easat-5421	192	19	e.	e.	PROPN
easat-5421	192	20	r.	r.	PROPN
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easat-5421	192	22	,	,	PUNCT
easat-5421	192	23	"	"	PUNCT
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easat-5421	192	32	in	in	ADP
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easat-5421	192	34	,	,	PUNCT
easat-5421	192	35	"	"	PUNCT
easat-5421	192	36	relayn	relayn	PROPN
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easat-5421	192	38	.	.	PUNCT
easat-5421	193	1	micro	micro	PROPN
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easat-5421	193	4	businesses	business	NOUN
easat-5421	193	5	in	in	ADP
easat-5421	193	6	latin	latin	PROPN
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easat-5421	193	8	,	,	PUNCT
easat-5421	193	9	vol	vol	NOUN
easat-5421	193	10	.	.	PROPN
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easat-5421	193	12	,	,	PUNCT
easat-5421	193	13	no	no	INTJ
easat-5421	193	14	.	.	NOUN
easat-5421	193	15	3	3	NUM
easat-5421	193	16	,	,	PUNCT
easat-5421	193	17	pp	pp	ADJ
easat-5421	193	18	.	.	PUNCT
easat-5421	194	1	62	62	NUM
easat-5421	194	2	-	-	SYM
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easat-5421	194	4	,	,	PUNCT
easat-5421	194	5	2021	2021	NUM
easat-5421	194	6	.	.	PUNCT
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easat-5421	195	1	[	[	X
easat-5421	195	2	17	17	NUM
easat-5421	195	3	]	]	PUNCT
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easat-5421	195	5	morán	morán	PROPN
easat-5421	195	6	espinosa	espinosa	PROPN
easat-5421	195	7	,	,	PUNCT
easat-5421	195	8	"	"	PUNCT
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easat-5421	195	12	la	la	X
easat-5421	195	13	inteligencia	inteligencia	PROPN
easat-5421	195	14	artificial	artificial	PROPN
easat-5421	195	15	(	(	PUNCT
easat-5421	195	16	ia	ia	PROPN
easat-5421	195	17	)	)	PUNCT
easat-5421	195	18	.	.	PUNCT
easat-5421	196	1	¿	¿	PROPN
easat-5421	196	2	la	la	PROPN
easat-5421	196	3	próxima	próxima	PROPN
easat-5421	196	4	frontera	frontera	PROPN
easat-5421	196	5	?	?	PUNCT
easat-5421	196	6	,	,	PUNCT
easat-5421	196	7	"	"	PUNCT
easat-5421	196	8	revista	revista	PROPN
easat-5421	196	9	ius	ius	PROPN
easat-5421	196	10	,	,	PUNCT
easat-5421	196	11	vol	vol	NOUN
easat-5421	196	12	.	.	PROPN
easat-5421	196	13	15	15	NUM
easat-5421	196	14	,	,	PUNCT
easat-5421	196	15	no	no	INTJ
easat-5421	196	16	.	.	NOUN
easat-5421	196	17	48	48	NUM
easat-5421	196	18	,	,	PUNCT
easat-5421	196	19	pp	pp	ADJ
easat-5421	196	20	.	.	PUNCT
easat-5421	197	1	289	289	NUM
easat-5421	197	2	-	-	SYM
easat-5421	197	3	323	323	NUM
easat-5421	197	4	,	,	PUNCT
easat-5421	197	5	2021	2021	NUM
easat-5421	197	6	.	.	PUNCT
easat-5421	198	1	[	[	X
easat-5421	198	2	18	18	NUM
easat-5421	198	3	]	]	PUNCT
easat-5421	198	4	a.	a.	PROPN
easat-5421	198	5	e.	e.	PROPN
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easat-5421	198	8	,	,	PUNCT
easat-5421	198	9	"	"	PUNCT
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easat-5421	198	13	plan	plan	NOUN
easat-5421	198	14	for	for	ADP
easat-5421	198	15	a	a	DET
easat-5421	198	16	financial	financial	ADJ
easat-5421	198	17	technology	technology	NOUN
easat-5421	198	18	startup	startup	NOUN
easat-5421	198	19	company	company	NOUN
easat-5421	198	20	,	,	PUNCT
easat-5421	198	21	"	"	PUNCT
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easat-5421	198	23	journal	journal	NOUN
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easat-5421	198	25	academe	academe	NOUN
easat-5421	198	26	and	and	CCONJ
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easat-5421	198	28	research	research	NOUN
easat-5421	198	29	,	,	PUNCT
easat-5421	198	30	vol	vol	NOUN
easat-5421	198	31	.	.	PROPN
easat-5421	198	32	4	4	NUM
easat-5421	198	33	,	,	PUNCT
easat-5421	198	34	no	no	INTJ
easat-5421	198	35	.	.	NOUN
easat-5421	198	36	1	1	NUM
easat-5421	198	37	,	,	PUNCT
easat-5421	198	38	pp	pp	ADJ
easat-5421	198	39	.	.	PUNCT
easat-5421	199	1	46	46	NUM
easat-5421	199	2	-	-	SYM
easat-5421	199	3	79	79	NUM
easat-5421	199	4	,	,	PUNCT
easat-5421	199	5	2023	2023	NUM
easat-5421	199	6	.	.	PUNCT
easat-5421	200	1	https://doi.org/10.53378/352974	https://doi.org/10.53378/352974	X
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easat-5421	201	2	19	19	NUM
easat-5421	201	3	]	]	PUNCT
easat-5421	201	4	b.	b.	NOUN
easat-5421	201	5	amerirad	amerirad	PROPN
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easat-5421	201	9	,	,	PUNCT
easat-5421	201	10	r.	r.	PROPN
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easat-5421	201	13	and	and	CCONJ
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easat-5421	201	18	adversarial	adversarial	ADJ
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easat-5421	201	21	in	in	ADP
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easat-5421	201	23	:	:	PUNCT
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easat-5421	201	31	,	,	PUNCT
easat-5421	201	32	"	"	PUNCT
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easat-5421	201	42	,	,	PUNCT
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easat-5421	201	44	.	.	PUNCT
easat-5421	202	1	1–21	1–21	NOUN
easat-5421	202	2	,	,	PUNCT
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easat-5421	202	4	.	.	PUNCT
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easat-5421	203	2	20	20	NUM
easat-5421	203	3	]	]	PUNCT
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easat-5421	203	15	,	,	PUNCT
easat-5421	203	16	m.	m.	NOUN
easat-5421	203	17	i.	i.	PROPN
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easat-5421	203	20	and	and	CCONJ
easat-5421	203	21	z.	z.	PROPN
easat-5421	203	22	i.	i.	PROPN
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easat-5421	203	31	in	in	ADP
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easat-5421	203	41	,	,	PUNCT
easat-5421	203	42	vol	vol	NOUN
easat-5421	203	43	.	.	PROPN
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easat-5421	203	45	,	,	PUNCT
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easat-5421	203	48	5	5	NUM
easat-5421	203	49	,	,	PUNCT
easat-5421	203	50	pp	pp	ADJ
easat-5421	203	51	.	.	PUNCT
easat-5421	204	1	353	353	NUM
easat-5421	204	2	-	-	SYM
easat-5421	204	3	358	358	NUM
easat-5421	204	4	,	,	PUNCT
easat-5421	204	5	2020	2020	NUM
easat-5421	204	6	.	.	PUNCT
easat-5421	205	1	https://doi.org/10.5430/ijfr.v11n5p353	https://doi.org/10.5430/ijfr.v11n5p353	X
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easat-5421	206	1	https://doi.org/10.33386/593dp.2024.2.2316	https://doi.org/10.33386/593dp.2024.2.2316	X
easat-5421	206	2	https://doi.org/10.1109/tem.2021.3133104	https://doi.org/10.1109/tem.2021.3133104	X
easat-5421	206	3	https://doi.org/10.46990/relayn.2021.5.3.185	https://doi.org/10.46990/relayn.2021.5.3.185	X
easat-5421	206	4	https://doi.org/10.53378/352974	https://doi.org/10.53378/352974	PROPN
easat-5421	206	5	https://doi.org/10.5430/ijfr.v11n5p353	https://doi.org/10.5430/ijfr.v11n5p353	PROPN
easat-5421	206	6	1095	1095	NUM
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easat-5421	206	14	2576	2576	NUM
easat-5421	206	15	-	-	SYM
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easat-5421	206	17	vol	vol	NOUN
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easat-5421	207	4	.	.	NOUN
easat-5421	208	1	3	3	NUM
easat-5421	208	2	:	:	SYM
easat-5421	208	3	1088	1088	NUM
easat-5421	208	4	-	-	SYM
easat-5421	208	5	1095	1095	NUM
easat-5421	208	6	,	,	PUNCT
easat-5421	208	7	2025	2025	NUM
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easat-5421	208	9	:	:	PUNCT
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easat-5421	208	11	©	©	PROPN
easat-5421	208	12	2025	2025	NUM
easat-5421	208	13	by	by	ADP
easat-5421	208	14	the	the	DET
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easat-5421	208	17	licensee	licensee	PROPN
easat-5421	208	18	learning	learning	NOUN
easat-5421	208	19	gate	gate	NOUN
easat-5421	209	1	[	[	X
easat-5421	209	2	21	21	NUM
easat-5421	209	3	]	]	X
easat-5421	209	4	f.	f.	PROPN
easat-5421	209	5	polo	polo	PROPN
easat-5421	209	6	,	,	PUNCT
easat-5421	209	7	"	"	PUNCT
easat-5421	209	8	digital	digital	ADJ
easat-5421	209	9	transformation	transformation	NOUN
easat-5421	209	10	in	in	ADP
easat-5421	209	11	financial	financial	ADJ
easat-5421	209	12	management	management	NOUN
easat-5421	209	13	in	in	ADP
easat-5421	209	14	consumer	consumer	NOUN
easat-5421	209	15	goods	good	NOUN
easat-5421	209	16	companies	company	NOUN
easat-5421	209	17	in	in	ADP
easat-5421	209	18	peru	peru	PROPN
easat-5421	209	19	and	and	CCONJ
easat-5421	209	20	latin	latin	PROPN
easat-5421	209	21	america	america	PROPN
easat-5421	209	22	,	,	PUNCT
easat-5421	209	23	2019	2019	NUM
easat-5421	209	24	-	-	SYM
easat-5421	209	25	2020	2020	NUM
easat-5421	209	26	,	,	PUNCT
easat-5421	209	27	"	"	PUNCT
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easat-5421	209	29	thesis	thesis	NOUN
easat-5421	209	30	,	,	PUNCT
easat-5421	209	31	san	san	PROPN
easat-5421	209	32	martín	martín	PROPN
easat-5421	209	33	de	de	PROPN
easat-5421	209	34	porres	porres	PROPN
easat-5421	209	35	university	university	NOUN
easat-5421	209	36	,	,	PUNCT
easat-5421	209	37	2021	2021	NUM
easat-5421	209	38	.	.	PUNCT
easat-5421	210	1	[	[	X
easat-5421	210	2	22	22	NUM
easat-5421	210	3	]	]	PUNCT
easat-5421	210	4	j.	j.	PROPN
easat-5421	210	5	j.	j.	PROPN
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easat-5421	210	7	-	-	PUNCT
easat-5421	210	8	albarracín	albarracín	PROPN
easat-5421	210	9	and	and	CCONJ
easat-5421	210	10	y.	y.	PROPN
easat-5421	210	11	l.	l.	PROPN
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easat-5421	210	13	-	-	PUNCT
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easat-5421	210	22	in	in	ADP
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easat-5421	210	37	.	.	PUNCT
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easat-5421	210	39	,	,	PUNCT
easat-5421	210	40	pp	pp	ADJ
easat-5421	210	41	.	.	PUNCT
easat-5421	211	1	73	73	NUM
easat-5421	211	2	-	-	SYM
easat-5421	211	3	85	85	NUM
easat-5421	211	4	,	,	PUNCT
easat-5421	211	5	2024	2024	NUM
easat-5421	211	6	.	.	PUNCT
easat-5421	212	1	https://doi.org/10.62574/rmpi.v4iespecial.172	https://doi.org/10.62574/rmpi.v4iespecial.172	PRON
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easat-5421	212	3	23	23	NUM
easat-5421	212	4	]	]	PUNCT
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easat-5421	212	14	activities	activity	NOUN
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easat-5421	212	17	and	and	CCONJ
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easat-5421	212	19	-	-	PUNCT
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easat-5421	212	29	,	,	PUNCT
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easat-5421	212	33	,	,	PUNCT
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easat-5421	212	36	,	,	PUNCT
easat-5421	212	37	2021	2021	NUM
easat-5421	212	38	.	.	PUNCT
easat-5421	213	1	https://doi.org/10.3390/su13052512	https://doi.org/10.3390/su13052512	X
easat-5421	214	1	[	[	X
easat-5421	214	2	24	24	NUM
easat-5421	214	3	]	]	PUNCT
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easat-5421	214	5	a.	a.	PROPN
easat-5421	214	6	f.	f.	PROPN
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easat-5421	214	24	and	and	CCONJ
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easat-5421	214	30	"	"	PUNCT
easat-5421	214	31	financial	financial	ADJ
easat-5421	214	32	ratios	ratio	NOUN
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easat-5421	214	34	liquidity	liquidity	NOUN
easat-5421	214	35	and	and	CCONJ
easat-5421	214	36	activity	activity	NOUN
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easat-5421	214	41	management	management	NOUN
easat-5421	214	42	and	and	CCONJ
easat-5421	214	43	decision	decision	NOUN
easat-5421	214	44	making	making	NOUN
easat-5421	214	45	:	:	PUNCT
easat-5421	214	46	financial	financial	ADJ
easat-5421	214	47	ratios	ratio	NOUN
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easat-5421	214	52	:	:	PUNCT
easat-5421	214	53	tools	tool	NOUN
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easat-5421	214	75	,	,	PUNCT
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easat-5421	214	79	,	,	PUNCT
easat-5421	214	80	pp	pp	ADJ
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easat-5421	215	1	2405–2418	2405–2418	NUM
easat-5421	215	2	,	,	PUNCT
easat-5421	215	3	2023	2023	NUM
easat-5421	215	4	.	.	PUNCT
easat-5421	216	1	https://doi.org/10.56712/latam.v4i1.425	https://doi.org/10.56712/latam.v4i1.425	NOUN
easat-5421	216	2	[	[	X
easat-5421	216	3	25	25	NUM
easat-5421	216	4	]	]	PUNCT
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easat-5421	216	10	r.	r.	PROPN
easat-5421	216	11	boateng	boateng	PROPN
easat-5421	216	12	,	,	PUNCT
easat-5421	216	13	r.	r.	PROPN
easat-5421	216	14	odoom	odoom	PROPN
easat-5421	216	15	,	,	PUNCT
easat-5421	216	16	and	and	CCONJ
easat-5421	216	17	e.	e.	PROPN
easat-5421	216	18	a.	a.	PROPN
easat-5421	216	19	kolog	kolog	PROPN
easat-5421	216	20	,	,	PUNCT
easat-5421	216	21	"	"	PUNCT
easat-5421	216	22	digital	digital	ADJ
easat-5421	216	23	transformation	transformation	NOUN
easat-5421	216	24	process	process	NOUN
easat-5421	216	25	and	and	CCONJ
easat-5421	216	26	the	the	DET
easat-5421	216	27	capability	capability	NOUN
easat-5421	216	28	and	and	CCONJ
easat-5421	216	29	capacity	capacity	NOUN
easat-5421	216	30	implications	implication	NOUN
easat-5421	216	31	for	for	ADP
easat-5421	216	32	small	small	ADJ
easat-5421	216	33	and	and	CCONJ
easat-5421	216	34	medium	medium	ADJ
easat-5421	216	35	enterprises	enterprise	NOUN
easat-5421	216	36	,	,	PUNCT
easat-5421	216	37	"	"	PUNCT
easat-5421	216	38	international	international	ADJ
easat-5421	216	39	journal	journal	NOUN
easat-5421	216	40	of	of	ADP
easat-5421	216	41	e	e	NOUN
easat-5421	216	42	-	-	NOUN
easat-5421	216	43	entrepreneurship	entrepreneurship	NOUN
easat-5421	216	44	and	and	CCONJ
easat-5421	216	45	innovation	innovation	NOUN
easat-5421	216	46	,	,	PUNCT
easat-5421	216	47	vol	vol	NOUN
easat-5421	216	48	.	.	PROPN
easat-5421	216	49	10	10	NUM
easat-5421	216	50	,	,	PUNCT
easat-5421	216	51	no	no	INTJ
easat-5421	216	52	.	.	NOUN
easat-5421	216	53	2	2	NUM
easat-5421	216	54	,	,	PUNCT
easat-5421	216	55	pp	pp	ADJ
easat-5421	216	56	.	.	PUNCT
easat-5421	217	1	26	26	NUM
easat-5421	217	2	-	-	SYM
easat-5421	217	3	44	44	NUM
easat-5421	217	4	,	,	PUNCT
easat-5421	217	5	2020	2020	NUM
easat-5421	217	6	.	.	PUNCT
easat-5421	218	1	[	[	X
easat-5421	218	2	26	26	NUM
easat-5421	218	3	]	]	X
easat-5421	218	4	n.	n.	NOUN
easat-5421	218	5	velásquez	velásquez	PROPN
easat-5421	218	6	,	,	PUNCT
easat-5421	218	7	managerial	managerial	ADJ
easat-5421	218	8	accounting	accounting	NOUN
easat-5421	218	9	.	.	PUNCT
easat-5421	218	10	chimbote	chimbote	NOUN
easat-5421	218	11	:	:	PUNCT
easat-5421	218	12	publishing	publish	VERB
easat-5421	218	13	fund	fund	NOUN
easat-5421	218	14	of	of	ADP
easat-5421	218	15	the	the	DET
easat-5421	218	16	catholic	catholic	PROPN
easat-5421	218	17	university	university	PROPN
easat-5421	218	18	of	of	ADP
easat-5421	218	19	chimbote	chimbote	NOUN
easat-5421	218	20	,	,	PUNCT
easat-5421	218	21	2019	2019	NUM
easat-5421	218	22	.	.	PUNCT
easat-5421	219	1	[	[	X
easat-5421	219	2	27	27	NUM
easat-5421	219	3	]	]	PUNCT
easat-5421	219	4	j.	j.	PROPN
easat-5421	219	5	h.	h.	PROPN
easat-5421	219	6	almeida	almeida	PROPN
easat-5421	219	7	-	-	PUNCT
easat-5421	219	8	blacio	blacio	PROPN
easat-5421	219	9	,	,	PUNCT
easat-5421	219	10	f.	f.	PROPN
easat-5421	219	11	g.	g.	PROPN
easat-5421	219	12	naranjo	naranjo	PROPN
easat-5421	219	13	-	-	PUNCT
easat-5421	219	14	armijo	armijo	PROPN
easat-5421	219	15	,	,	PUNCT
easat-5421	219	16	h.	h.	PROPN
easat-5421	219	17	o.	o.	PROPN
easat-5421	219	18	maldonado	maldonado	PROPN
easat-5421	219	19	-	-	PUNCT
easat-5421	219	20	pazmiño	pazmiño	PROPN
easat-5421	219	21	,	,	PUNCT
easat-5421	219	22	and	and	CCONJ
easat-5421	219	23	a.	a.	PROPN
easat-5421	219	24	d.	d.	PROPN
easat-5421	219	25	rodríguez	rodríguez	PROPN
easat-5421	219	26	-	-	PUNCT
easat-5421	219	27	lara	lara	PROPN
easat-5421	219	28	,	,	PUNCT
easat-5421	219	29	"	"	PUNCT
easat-5421	219	30	inteligencia	inteligencia	PROPN
easat-5421	219	31	artificial	artificial	ADJ
easat-5421	219	32	como	como	PROPN
easat-5421	219	33	mecanismo	mecanismo	VERB
easat-5421	219	34	eficiente	eficiente	PROPN
easat-5421	219	35	de	de	PROPN
easat-5421	219	36	la	la	PROPN
easat-5421	219	37	contabilidad	contabilidad	PROPN
easat-5421	219	38	,	,	PUNCT
easat-5421	219	39	"	"	PUNCT
easat-5421	219	40	código	código	PROPN
easat-5421	219	41	científico	científico	PROPN
easat-5421	219	42	revista	revista	PROPN
easat-5421	219	43	de	de	PROPN
easat-5421	219	44	investigación	investigación	PROPN
easat-5421	219	45	,	,	PUNCT
easat-5421	219	46	vol	vol	NOUN
easat-5421	219	47	.	.	PROPN
easat-5421	219	48	5	5	NUM
easat-5421	219	49	,	,	PUNCT
easat-5421	219	50	no	no	INTJ
easat-5421	219	51	.	.	PUNCT
easat-5421	220	1	e3	e3	NOUN
easat-5421	220	2	,	,	PUNCT
easat-5421	220	3	pp	pp	ADJ
easat-5421	220	4	.	.	PUNCT
easat-5421	220	5	334364	334364	NUM
easat-5421	220	6	,	,	PUNCT
easat-5421	220	7	2024	2024	NUM
easat-5421	220	8	.	.	PUNCT
easat-5421	221	1	https://doi.org/10.55813/gaea/ccri/v5/ne3/320	https://doi.org/10.55813/gaea/ccri/v5/ne3/320	NOUN
easat-5421	222	1	[	[	X
easat-5421	222	2	28	28	NUM
easat-5421	222	3	]	]	X
easat-5421	222	4	m.	m.	NOUN
easat-5421	222	5	c.	c.	PROPN
easat-5421	222	6	bermeo	bermeo	PROPN
easat-5421	222	7	-	-	PUNCT
easat-5421	222	8	giraldo	giraldo	NOUN
easat-5421	222	9	,	,	PUNCT
easat-5421	222	10	l.	l.	PROPN
easat-5421	222	11	a.	a.	PROPN
easat-5421	222	12	montoya	montoya	PROPN
easat-5421	222	13	-	-	PUNCT
easat-5421	222	14	restrepo	restrepo	PROPN
easat-5421	222	15	,	,	PUNCT
easat-5421	222	16	a.	a.	PROPN
easat-5421	222	17	valencia	valencia	PROPN
easat-5421	222	18	-	-	PUNCT
easat-5421	222	19	arias	aria	NOUN
easat-5421	222	20	,	,	PUNCT
easat-5421	222	21	and	and	CCONJ
easat-5421	222	22	m.	m.	NOUN
easat-5421	222	23	a.	a.	PROPN
easat-5421	222	24	m.	m.	PROPN
easat-5421	222	25	cardona	cardona	PROPN
easat-5421	222	26	,	,	PUNCT
easat-5421	222	27	"	"	PUNCT
easat-5421	222	28	the	the	DET
easat-5421	222	29	use	use	NOUN
easat-5421	222	30	of	of	ADP
easat-5421	222	31	ict	ict	PROPN
easat-5421	222	32	in	in	ADP
easat-5421	222	33	financial	financial	ADJ
easat-5421	222	34	information	information	NOUN
easat-5421	222	35	management	management	NOUN
easat-5421	222	36	in	in	ADP
easat-5421	222	37	commercial	commercial	ADJ
easat-5421	222	38	smes	sme	NOUN
easat-5421	222	39	:	:	PUNCT
easat-5421	222	40	a	a	DET
easat-5421	222	41	case	case	NOUN
easat-5421	222	42	study	study	NOUN
easat-5421	222	43	,	,	PUNCT
easat-5421	222	44	"	"	PUNCT
easat-5421	222	45	novum	novum	NOUN
easat-5421	222	46	,	,	PUNCT
easat-5421	222	47	journal	journal	NOUN
easat-5421	222	48	of	of	ADP
easat-5421	222	49	applied	apply	VERB
easat-5421	222	50	social	social	ADJ
easat-5421	222	51	sciences	science	NOUN
easat-5421	222	52	,	,	PUNCT
easat-5421	222	53	vol	vol	NOUN
easat-5421	222	54	.	.	PROPN
easat-5421	223	1	1	1	NUM
easat-5421	223	2	,	,	PUNCT
easat-5421	223	3	no	no	INTJ
easat-5421	223	4	.	.	NOUN
easat-5421	223	5	10	10	NUM
easat-5421	223	6	,	,	PUNCT
easat-5421	223	7	pp	pp	ADJ
easat-5421	223	8	.	.	PUNCT
easat-5421	224	1	25	25	NUM
easat-5421	224	2	-	-	SYM
easat-5421	224	3	41	41	NUM
easat-5421	224	4	,	,	PUNCT
easat-5421	224	5	2020	2020	NUM
easat-5421	224	6	.	.	PUNCT
easat-5421	224	7	https://www.redalyc.org/articulo.oa?id=571361695002	https://www.redalyc.org/articulo.oa?id=571361695002	NOUN
easat-5421	225	1	[	[	X
easat-5421	225	2	29	29	NUM
easat-5421	225	3	]	]	X
easat-5421	225	4	w.	w.	PROPN
easat-5421	225	5	lazaro	lazaro	PROPN
easat-5421	225	6	-	-	PUNCT
easat-5421	225	7	aleman	aleman	PROPN
easat-5421	225	8	,	,	PUNCT
easat-5421	225	9	f.	f.	PROPN
easat-5421	225	10	manrique	manrique	PROPN
easat-5421	225	11	-	-	PUNCT
easat-5421	225	12	galdos	galdo	NOUN
easat-5421	225	13	,	,	PUNCT
easat-5421	225	14	c.	c.	PROPN
easat-5421	225	15	ramirez	ramirez	PROPN
easat-5421	225	16	-	-	PUNCT
easat-5421	225	17	valdivia	valdivia	PROPN
easat-5421	225	18	,	,	PUNCT
easat-5421	225	19	c.	c.	PROPN
easat-5421	225	20	raymundo	raymundo	PROPN
easat-5421	225	21	-	-	PUNCT
easat-5421	225	22	ibañez	ibañez	NOUN
easat-5421	225	23	,	,	PUNCT
easat-5421	225	24	and	and	CCONJ
easat-5421	225	25	j.	j.	PROPN
easat-5421	225	26	m.	m.	PROPN
easat-5421	225	27	moguerza	moguerza	PROPN
easat-5421	225	28	,	,	PUNCT
easat-5421	225	29	"	"	PUNCT
easat-5421	225	30	digital	digital	ADJ
easat-5421	225	31	transformation	transformation	NOUN
easat-5421	225	32	model	model	NOUN
easat-5421	225	33	for	for	ADP
easat-5421	225	34	the	the	DET
easat-5421	225	35	reduction	reduction	NOUN
easat-5421	225	36	of	of	ADP
easat-5421	225	37	time	time	NOUN
easat-5421	225	38	taken	take	VERB
easat-5421	225	39	for	for	ADP
easat-5421	225	40	document	document	NOUN
easat-5421	225	41	management	management	NOUN
easat-5421	225	42	with	with	ADP
easat-5421	225	43	a	a	DET
easat-5421	225	44	technology	technology	NOUN
easat-5421	225	45	adoption	adoption	NOUN
easat-5421	225	46	approach	approach	NOUN
easat-5421	225	47	for	for	ADP
easat-5421	225	48	construction	construction	NOUN
easat-5421	225	49	smes	sme	NOUN
easat-5421	225	50	,	,	PUNCT
easat-5421	225	51	"	"	PUNCT
easat-5421	225	52	presented	present	VERB
easat-5421	225	53	at	at	ADP
easat-5421	225	54	the	the	DET
easat-5421	225	55	2020	2020	NUM
easat-5421	225	56	9th	9th	ADJ
easat-5421	225	57	international	international	ADJ
easat-5421	225	58	conference	conference	NOUN
easat-5421	225	59	on	on	ADP
easat-5421	225	60	industrial	industrial	ADJ
easat-5421	225	61	technology	technology	NOUN
easat-5421	225	62	and	and	CCONJ
easat-5421	225	63	management	management	NOUN
easat-5421	225	64	(	(	PUNCT
easat-5421	225	65	icitm	icitm	NOUN
easat-5421	225	66	)	)	PUNCT
easat-5421	225	67	,	,	PUNCT
easat-5421	225	68	ieee	ieee	NOUN
easat-5421	225	69	,	,	PUNCT
easat-5421	225	70	2020	2020	NUM
easat-5421	225	71	.	.	PUNCT
easat-5421	226	1	[	[	X
easat-5421	226	2	30	30	NUM
easat-5421	226	3	]	]	X
easat-5421	226	4	j.	j.	PROPN
easat-5421	226	5	m.	m.	PROPN
easat-5421	226	6	palomeque	palomeque	PROPN
easat-5421	226	7	-	-	PUNCT
easat-5421	226	8	jaramillo	jaramillo	PROPN
easat-5421	226	9	,	,	PUNCT
easat-5421	226	10	r.	r.	PROPN
easat-5421	226	11	m.	m.	PROPN
easat-5421	226	12	izquierdo	izquierdo	PROPN
easat-5421	226	13	-	-	PROPN
easat-5421	226	14	vera	vera	PROPN
easat-5421	226	15	,	,	PUNCT
easat-5421	226	16	d.	d.	PROPN
easat-5421	226	17	a.	a.	PROPN
easat-5421	226	18	vintimilla	vintimilla	PROPN
easat-5421	226	19	-	-	PUNCT
easat-5421	226	20	orellana	orellana	PROPN
easat-5421	226	21	,	,	PUNCT
easat-5421	226	22	and	and	CCONJ
easat-5421	226	23	m.	m.	PROPN
easat-5421	226	24	e.	e.	PROPN
easat-5421	226	25	palomeque	palomeque	PROPN
easat-5421	226	26	-	-	PUNCT
easat-5421	226	27	solano	solano	NOUN
easat-5421	226	28	,	,	PUNCT
easat-5421	226	29	"	"	PUNCT
easat-5421	226	30	evaluation	evaluation	NOUN
easat-5421	226	31	and	and	CCONJ
easat-5421	226	32	analysis	analysis	NOUN
easat-5421	226	33	of	of	ADP
easat-5421	226	34	financial	financial	ADJ
easat-5421	226	35	tools	tool	NOUN
easat-5421	226	36	in	in	ADP
easat-5421	226	37	microenterprises	microenterprise	NOUN
easat-5421	226	38	,	,	PUNCT
easat-5421	226	39	"	"	PUNCT
easat-5421	226	40	peer	peer	NOUN
easat-5421	226	41	-	-	PUNCT
easat-5421	226	42	reviewed	review	VERB
easat-5421	226	43	scientific	scientific	ADJ
easat-5421	226	44	journal	journal	NOUN
easat-5421	226	45	of	of	ADP
easat-5421	226	46	communication	communication	NOUN
easat-5421	226	47	,	,	PUNCT
easat-5421	226	48	marketing	marketing	NOUN
easat-5421	226	49	,	,	PUNCT
easat-5421	226	50	and	and	CCONJ
easat-5421	226	51	business	business	NOUN
easat-5421	226	52	research	research	NOUN
easat-5421	226	53	(	(	PUNCT
easat-5421	226	54	reicomunicar	reicomunicar	NOUN
easat-5421	226	55	)	)	PUNCT
easat-5421	226	56	.	.	PUNCT
easat-5421	227	1	issn	issn	PROPN
easat-5421	227	2	2737	2737	NUM
easat-5421	227	3	-	-	SYM
easat-5421	227	4	6354	6354	NUM
easat-5421	227	5	,	,	PUNCT
easat-5421	227	6	vol	vol	NOUN
easat-5421	227	7	.	.	PROPN
easat-5421	227	8	7	7	NUM
easat-5421	227	9	,	,	PUNCT
easat-5421	227	10	no	no	INTJ
easat-5421	227	11	.	.	NOUN
easat-5421	227	12	14	14	NUM
easat-5421	227	13	,	,	PUNCT
easat-5421	227	14	pp	pp	ADJ
easat-5421	227	15	.	.	PUNCT
easat-5421	228	1	19	19	NUM
easat-5421	228	2	-	-	SYM
easat-5421	228	3	31	31	NUM
easat-5421	228	4	,	,	PUNCT
easat-5421	228	5	2024	2024	NUM
easat-5421	228	6	.	.	PUNCT
easat-5421	229	1	[	[	X
easat-5421	229	2	31	31	NUM
easat-5421	229	3	]	]	PUNCT
easat-5421	229	4	m.	m.	NOUN
easat-5421	229	5	dressler	dressler	NOUN
easat-5421	229	6	and	and	CCONJ
easat-5421	229	7	i.	i.	PROPN
easat-5421	229	8	paunovic	paunovic	PROPN
easat-5421	229	9	,	,	PUNCT
easat-5421	229	10	"	"	PUNCT
easat-5421	229	11	sensing	sense	VERB
easat-5421	229	12	technologies	technology	NOUN
easat-5421	229	13	,	,	PUNCT
easat-5421	229	14	roles	role	NOUN
easat-5421	229	15	and	and	CCONJ
easat-5421	229	16	technology	technology	NOUN
easat-5421	229	17	adoption	adoption	NOUN
easat-5421	229	18	strategies	strategy	NOUN
easat-5421	229	19	for	for	ADP
easat-5421	229	20	digital	digital	ADJ
easat-5421	229	21	transformation	transformation	NOUN
easat-5421	229	22	of	of	ADP
easat-5421	229	23	grape	grape	NOUN
easat-5421	229	24	harvesting	harvesting	NOUN
easat-5421	229	25	in	in	ADP
easat-5421	229	26	sme	sme	NOUN
easat-5421	229	27	wineries	winery	NOUN
easat-5421	229	28	,	,	PUNCT
easat-5421	229	29	"	"	PUNCT
easat-5421	229	30	journal	journal	NOUN
easat-5421	229	31	of	of	ADP
easat-5421	229	32	open	open	ADJ
easat-5421	229	33	innovation	innovation	NOUN
easat-5421	229	34	:	:	PUNCT
easat-5421	229	35	technology	technology	NOUN
easat-5421	229	36	,	,	PUNCT
easat-5421	229	37	market	market	NOUN
easat-5421	229	38	,	,	PUNCT
easat-5421	229	39	and	and	CCONJ
easat-5421	229	40	complexity	complexity	NOUN
easat-5421	229	41	,	,	PUNCT
easat-5421	229	42	vol	vol	NOUN
easat-5421	229	43	.	.	PROPN
easat-5421	229	44	7	7	NUM
easat-5421	229	45	,	,	PUNCT
easat-5421	229	46	no	no	INTJ
easat-5421	229	47	.	.	NOUN
easat-5421	229	48	2	2	NUM
easat-5421	229	49	,	,	PUNCT
easat-5421	229	50	p.	p.	NOUN
easat-5421	229	51	123	123	NUM
easat-5421	229	52	,	,	PUNCT
easat-5421	229	53	2021	2021	NUM
easat-5421	229	54	.	.	PUNCT
easat-5421	230	1	https://doi.org/10.3390/joitmc7020123	https://doi.org/10.3390/joitmc7020123	VERB
easat-5421	231	1	[	[	X
easat-5421	231	2	32	32	NUM
easat-5421	231	3	]	]	PUNCT
easat-5421	231	4	r.	r.	PROPN
easat-5421	231	5	floriano	floriano	PROPN
easat-5421	231	6	,	,	PUNCT
easat-5421	231	7	l.	l.	PROPN
easat-5421	231	8	f.	f.	PROPN
easat-5421	231	9	espejo	espejo	PROPN
easat-5421	231	10	,	,	PUNCT
easat-5421	231	11	r.	r.	PROPN
easat-5421	231	12	f.	f.	PROPN
easat-5421	231	13	contreras	contreras	PROPN
easat-5421	231	14	,	,	PUNCT
easat-5421	231	15	and	and	CCONJ
easat-5421	231	16	m.	m.	PROPN
easat-5421	231	17	e.	e.	PROPN
easat-5421	231	18	carrasco	carrasco	PROPN
easat-5421	231	19	,	,	PUNCT
easat-5421	231	20	"	"	PUNCT
easat-5421	231	21	impact	impact	NOUN
easat-5421	231	22	of	of	ADP
easat-5421	231	23	virtual	virtual	ADJ
easat-5421	231	24	reality	reality	NOUN
easat-5421	231	25	and	and	CCONJ
easat-5421	231	26	immersive	immersive	ADJ
easat-5421	231	27	learning	learning	NOUN
easat-5421	231	28	on	on	ADP
easat-5421	231	29	higher	high	ADJ
easat-5421	231	30	education	education	NOUN
easat-5421	231	31	in	in	ADP
easat-5421	231	32	peru	peru	PROPN
easat-5421	231	33	,	,	PUNCT
easat-5421	231	34	"	"	PUNCT
easat-5421	231	35	nanotechnology	nanotechnology	NOUN
easat-5421	231	36	perceptions	perception	NOUN
easat-5421	231	37	,	,	PUNCT
easat-5421	231	38	vol	vol	NOUN
easat-5421	231	39	.	.	PROPN
easat-5421	231	40	20	20	NUM
easat-5421	231	41	,	,	PUNCT
easat-5421	231	42	pp	pp	PROPN
easat-5421	231	43	.	.	PUNCT
easat-5421	232	1	1–14	1–14	PROPN
easat-5421	232	2	,	,	PUNCT
easat-5421	232	3	2024	2024	NUM
easat-5421	232	4	.	.	PUNCT
easat-5421	233	1	[	[	X
easat-5421	233	2	33	33	NUM
easat-5421	233	3	]	]	PUNCT
easat-5421	233	4	q.	q.	PROPN
easat-5421	233	5	j.	j.	PROPN
easat-5421	233	6	a.	a.	PROPN
easat-5421	233	7	espinoza	espinoza	PROPN
easat-5421	233	8	,	,	PUNCT
easat-5421	233	9	"	"	PUNCT
easat-5421	233	10	risk	risk	NOUN
easat-5421	233	11	management	management	NOUN
easat-5421	233	12	in	in	ADP
easat-5421	233	13	financial	financial	ADJ
easat-5421	233	14	administration	administration	NOUN
easat-5421	233	15	:	:	PUNCT
easat-5421	233	16	strategies	strategy	NOUN
easat-5421	233	17	and	and	CCONJ
easat-5421	233	18	tools	tool	NOUN
easat-5421	233	19	,	,	PUNCT
easat-5421	233	20	"	"	PUNCT
easat-5421	233	21	business	business	NOUN
easat-5421	233	22	innova	innova	PROPN
easat-5421	233	23	sciences	sciences	PROPN
easat-5421	233	24	,	,	PUNCT
easat-5421	233	25	vol	vol	NOUN
easat-5421	233	26	.	.	PROPN
easat-5421	233	27	4	4	NUM
easat-5421	233	28	,	,	PUNCT
easat-5421	233	29	no	no	INTJ
easat-5421	233	30	.	.	NOUN
easat-5421	233	31	3	3	NUM
easat-5421	233	32	,	,	PUNCT
easat-5421	233	33	pp	pp	ADJ
easat-5421	233	34	.	.	PUNCT
easat-5421	234	1	25	25	NUM
easat-5421	234	2	-	-	SYM
easat-5421	234	3	44	44	NUM
easat-5421	234	4	,	,	PUNCT
easat-5421	234	5	2023	2023	NUM
easat-5421	234	6	.	.	PUNCT
easat-5421	235	1	https://doi.org/10.5281/zenodo.12747014	https://doi.org/10.5281/zenodo.12747014	PROPN
easat-5421	235	2	[	[	X
easat-5421	235	3	34	34	NUM
easat-5421	235	4	]	]	X
easat-5421	235	5	j.	j.	PROPN
easat-5421	235	6	kääriäinen	kääriäinen	PROPN
easat-5421	235	7	,	,	PUNCT
easat-5421	235	8	p.	p.	PROPN
easat-5421	235	9	pussinen	pussinen	PROPN
easat-5421	235	10	,	,	PUNCT
easat-5421	235	11	l.	l.	PROPN
easat-5421	235	12	saari	saari	PROPN
easat-5421	235	13	,	,	PUNCT
easat-5421	235	14	and	and	CCONJ
easat-5421	235	15	o.	o.	PROPN
easat-5421	235	16	kuusisto	kuusisto	PROPN
easat-5421	235	17	,	,	PUNCT
easat-5421	235	18	"	"	PUNCT
easat-5421	235	19	applying	apply	VERB
easat-5421	235	20	the	the	DET
easat-5421	235	21	positioning	positioning	NOUN
easat-5421	235	22	phase	phase	NOUN
easat-5421	235	23	of	of	ADP
easat-5421	235	24	the	the	DET
easat-5421	235	25	digital	digital	ADJ
easat-5421	235	26	transformation	transformation	NOUN
easat-5421	235	27	model	model	NOUN
easat-5421	235	28	in	in	ADP
easat-5421	235	29	practice	practice	NOUN
easat-5421	235	30	for	for	ADP
easat-5421	235	31	smes	sme	NOUN
easat-5421	235	32	:	:	PUNCT
easat-5421	235	33	toward	toward	ADP
easat-5421	235	34	systematic	systematic	ADJ
easat-5421	235	35	development	development	NOUN
easat-5421	235	36	of	of	ADP
easat-5421	235	37	digitalization	digitalization	NOUN
easat-5421	235	38	,	,	PUNCT
easat-5421	235	39	"	"	PUNCT
easat-5421	235	40	international	international	ADJ
easat-5421	235	41	journal	journal	NOUN
easat-5421	235	42	of	of	ADP
easat-5421	235	43	information	information	NOUN
easat-5421	235	44	systems	system	NOUN
easat-5421	235	45	and	and	CCONJ
easat-5421	235	46	project	project	NOUN
easat-5421	235	47	management	management	NOUN
easat-5421	235	48	,	,	PUNCT
easat-5421	235	49	vol	vol	NOUN
easat-5421	235	50	.	.	PROPN
easat-5421	235	51	8	8	NUM
easat-5421	235	52	,	,	PUNCT
easat-5421	235	53	no	no	INTJ
easat-5421	235	54	.	.	NOUN
easat-5421	235	55	4	4	NUM
easat-5421	235	56	,	,	PUNCT
easat-5421	235	57	pp	pp	ADJ
easat-5421	235	58	.	.	PUNCT
easat-5421	236	1	24	24	NUM
easat-5421	236	2	-	-	SYM
easat-5421	236	3	43	43	NUM
easat-5421	236	4	,	,	PUNCT
easat-5421	236	5	2020	2020	NUM
easat-5421	236	6	.	.	PUNCT
easat-5421	237	1	[	[	X
easat-5421	237	2	35	35	NUM
easat-5421	237	3	]	]	X
easat-5421	237	4	o.	o.	PROPN
easat-5421	237	5	navas	navas	PROPN
easat-5421	237	6	,	,	PUNCT
easat-5421	237	7	"	"	PUNCT
easat-5421	237	8	on	on	ADP
easat-5421	237	9	the	the	DET
easat-5421	237	10	threshold	threshold	NOUN
easat-5421	237	11	of	of	ADP
easat-5421	237	12	a	a	DET
easat-5421	237	13	new	new	ADJ
easat-5421	237	14	era	era	NOUN
easat-5421	237	15	:	:	PUNCT
easat-5421	237	16	private	private	ADJ
easat-5421	237	17	law	law	NOUN
easat-5421	237	18	in	in	ADP
easat-5421	237	19	the	the	DET
easat-5421	237	20	face	face	NOUN
easat-5421	237	21	of	of	ADP
easat-5421	237	22	robotics	robotic	NOUN
easat-5421	237	23	and	and	CCONJ
easat-5421	237	24	artificial	artificial	ADJ
easat-5421	237	25	intelligence	intelligence	NOUN
easat-5421	237	26	,	,	PUNCT
easat-5421	237	27	"	"	PUNCT
easat-5421	237	28	journal	journal	NOUN
easat-5421	237	29	of	of	ADP
easat-5421	237	30	the	the	DET
easat-5421	237	31	faculty	faculty	NOUN
easat-5421	237	32	of	of	ADP
easat-5421	237	33	jurisprudence	jurisprudence	NOUN
easat-5421	237	34	,	,	PUNCT
easat-5421	237	35	vol	vol	NOUN
easat-5421	237	36	.	.	PROPN
easat-5421	237	37	1	1	NUM
easat-5421	237	38	,	,	PUNCT
easat-5421	237	39	no	no	INTJ
easat-5421	237	40	.	.	NOUN
easat-5421	237	41	9	9	NUM
easat-5421	237	42	,	,	PUNCT
easat-5421	237	43	pp	pp	ADJ
easat-5421	237	44	.	.	PUNCT
easat-5421	238	1	178	178	NUM
easat-5421	238	2	-	-	SYM
easat-5421	238	3	219	219	NUM
easat-5421	238	4	,	,	PUNCT
easat-5421	238	5	2021	2021	NUM
easat-5421	238	6	.	.	PUNCT
easat-5421	239	1	[	[	X
easat-5421	239	2	36	36	NUM
easat-5421	239	3	]	]	X
easat-5421	239	4	c.	c.	PROPN
easat-5421	239	5	y.	y.	PROPN
easat-5421	239	6	m.	m.	PROPN
easat-5421	239	7	maita	maita	PROPN
easat-5421	239	8	,	,	PUNCT
easat-5421	239	9	w.	w.	PROPN
easat-5421	239	10	s.	s.	PROPN
easat-5421	239	11	f.	f.	PROPN
easat-5421	239	12	sotelo	sotelo	PROPN
easat-5421	239	13	,	,	PUNCT
easat-5421	239	14	y.	y.	PROPN
easat-5421	239	15	a.	a.	PROPN
easat-5421	239	16	m.	m.	PROPN
easat-5421	239	17	cruz	cruz	PROPN
easat-5421	239	18	,	,	PUNCT
easat-5421	239	19	and	and	CCONJ
easat-5421	239	20	j.	j.	PROPN
easat-5421	239	21	c.	c.	PROPN
easat-5421	239	22	c.	c.	PROPN
easat-5421	239	23	aliaga	aliaga	PROPN
easat-5421	239	24	,	,	PUNCT
easat-5421	239	25	"	"	PUNCT
easat-5421	239	26	artificial	artificial	ADJ
easat-5421	239	27	intelligence	intelligence	NOUN
easat-5421	239	28	in	in	ADP
easat-5421	239	29	public	public	ADJ
easat-5421	239	30	administration	administration	NOUN
easat-5421	239	31	in	in	ADP
easat-5421	239	32	times	time	NOUN
easat-5421	239	33	of	of	ADP
easat-5421	239	34	covid-19	covid-19	PROPN
easat-5421	239	35	,	,	PUNCT
easat-5421	239	36	"	"	PUNCT
easat-5421	239	37	journal	journal	NOUN
easat-5421	239	38	of	of	ADP
easat-5421	239	39	social	social	ADJ
easat-5421	239	40	sciences	science	NOUN
easat-5421	239	41	,	,	PUNCT
easat-5421	239	42	vol	vol	NOUN
easat-5421	239	43	.	.	PROPN
easat-5421	239	44	28	28	NUM
easat-5421	239	45	,	,	PUNCT
easat-5421	239	46	no	no	INTJ
easat-5421	239	47	.	.	NOUN
easat-5421	239	48	5	5	NUM
easat-5421	239	49	,	,	PUNCT
easat-5421	239	50	pp	pp	ADJ
easat-5421	239	51	.	.	PUNCT
easat-5421	240	1	331	331	NUM
easat-5421	240	2	-	-	SYM
easat-5421	240	3	340	340	NUM
easat-5421	240	4	,	,	PUNCT
easat-5421	240	5	2022	2022	NUM
easat-5421	240	6	.	.	PUNCT
easat-5421	241	1	https://doi.org/10.31876/rcs.v28i.38167	https://doi.org/10.31876/rcs.v28i.38167	NOUN
easat-5421	242	1	[	[	X
easat-5421	242	2	37	37	NUM
easat-5421	242	3	]	]	X
easat-5421	242	4	i.	i.	NOUN
easat-5421	242	5	luminița	luminița	PROPN
easat-5421	242	6	and	and	CCONJ
easat-5421	242	7	a.	a.	PROPN
easat-5421	242	8	mihai	mihai	PROPN
easat-5421	242	9	,	,	PUNCT
easat-5421	242	10	"	"	PUNCT
easat-5421	242	11	big	big	ADJ
easat-5421	242	12	data	data	NOUN
easat-5421	242	13	management	management	NOUN
easat-5421	242	14	and	and	CCONJ
easat-5421	242	15	cloud	cloud	NOUN
easat-5421	242	16	computing	computing	NOUN
easat-5421	242	17	:	:	PUNCT
easat-5421	242	18	financial	financial	ADJ
easat-5421	242	19	implications	implication	NOUN
easat-5421	242	20	in	in	ADP
easat-5421	242	21	the	the	DET
easat-5421	242	22	digital	digital	ADJ
easat-5421	242	23	world	world	NOUN
easat-5421	242	24	,	,	PUNCT
easat-5421	242	25	"	"	PUNCT
easat-5421	242	26	presented	present	VERB
easat-5421	242	27	at	at	ADP
easat-5421	242	28	the	the	DET
easat-5421	242	29	shs	shs	PROPN
easat-5421	242	30	web	web	NOUN
easat-5421	242	31	de	de	X
easat-5421	242	32	conferencias	conferencias	NOUN
easat-5421	242	33	,	,	PUNCT
easat-5421	242	34	2021	2021	NUM
easat-5421	242	35	.	.	PUNCT
easat-5421	243	1	[	[	X
easat-5421	243	2	38	38	NUM
easat-5421	243	3	]	]	PUNCT
easat-5421	243	4	f.	f.	PROPN
easat-5421	243	5	molina	molina	PROPN
easat-5421	243	6	and	and	CCONJ
easat-5421	243	7	l.	l.	PROPN
easat-5421	243	8	e.	e.	PROPN
easat-5421	243	9	fernández	fernández	PROPN
easat-5421	243	10	,	,	PUNCT
easat-5421	243	11	"	"	PUNCT
easat-5421	243	12	artificial	artificial	ADJ
easat-5421	243	13	intelligence	intelligence	NOUN
easat-5421	243	14	in	in	ADP
easat-5421	243	15	the	the	DET
easat-5421	243	16	accounting	accounting	NOUN
easat-5421	243	17	field	field	NOUN
easat-5421	243	18	,	,	PUNCT
easat-5421	243	19	"	"	PUNCT
easat-5421	243	20	retrieved	retrieve	VERB
easat-5421	243	21	:	:	PUNCT
easat-5421	243	22	https://eumed.net/rev/ce/2018/3/inteligencia-artificial-contable.html	https://eumed.net/rev/ce/2018/3/inteligencia-artificial-contable.html	PROPN
easat-5421	243	23	,	,	PUNCT
easat-5421	243	24	2018	2018	NUM
easat-5421	243	25	.	.	PUNCT
easat-5421	244	1	[	[	X
easat-5421	244	2	39	39	NUM
easat-5421	244	3	]	]	PUNCT
easat-5421	244	4	m.	m.	PROPN
easat-5421	244	5	d.	d.	PROPN
easat-5421	244	6	c.	c.	PROPN
easat-5421	244	7	sosa	sosa	PROPN
easat-5421	244	8	,	,	PUNCT
easat-5421	244	9	"	"	PUNCT
easat-5421	244	10	artificial	artificial	ADJ
easat-5421	244	11	intelligence	intelligence	NOUN
easat-5421	244	12	in	in	ADP
easat-5421	244	13	corporate	corporate	ADJ
easat-5421	244	14	financial	financial	ADJ
easat-5421	244	15	management	management	NOUN
easat-5421	244	16	,	,	PUNCT
easat-5421	244	17	"	"	PUNCT
easat-5421	244	18	pensamiento	pensamiento	PROPN
easat-5421	244	19	&	&	CCONJ
easat-5421	244	20	gestión	gestión	PROPN
easat-5421	244	21	,	,	PUNCT
easat-5421	244	22	vol	vol	NOUN
easat-5421	244	23	.	.	PROPN
easat-5421	244	24	23	23	NUM
easat-5421	244	25	,	,	PUNCT
easat-5421	244	26	no	no	INTJ
easat-5421	244	27	.	.	NOUN
easat-5421	244	28	1	1	NUM
easat-5421	244	29	,	,	PUNCT
easat-5421	244	30	pp	pp	ADJ
easat-5421	244	31	.	.	PUNCT
easat-5421	244	32	153	153	NUM
easat-5421	244	33	-	-	SYM
easat-5421	244	34	186	186	NUM
easat-5421	244	35	,	,	PUNCT
easat-5421	244	36	2007	2007	NUM
easat-5421	244	37	.	.	PUNCT
easat-5421	245	1	[	[	X
easat-5421	245	2	40	40	NUM
easat-5421	245	3	]	]	PUNCT
easat-5421	245	4	r.	r.	PROPN
easat-5421	245	5	aponte	aponte	PROPN
easat-5421	245	6	,	,	PUNCT
easat-5421	245	7	f.	f.	PROPN
easat-5421	245	8	muñoz	muñoz	PROPN
easat-5421	245	9	,	,	PUNCT
easat-5421	245	10	and	and	CCONJ
easat-5421	245	11	l.	l.	PROPN
easat-5421	245	12	álzate	álzate	PROPN
easat-5421	245	13	,	,	PUNCT
easat-5421	245	14	"	"	PUNCT
easat-5421	245	15	financial	financial	ADJ
easat-5421	245	16	evaluation	evaluation	NOUN
easat-5421	245	17	of	of	ADP
easat-5421	245	18	projects	project	NOUN
easat-5421	245	19	and	and	CCONJ
easat-5421	245	20	their	their	PRON
easat-5421	245	21	contribution	contribution	NOUN
easat-5421	245	22	to	to	ADP
easat-5421	245	23	generating	generate	VERB
easat-5421	245	24	corporate	corporate	ADJ
easat-5421	245	25	value	value	NOUN
easat-5421	245	26	,	,	PUNCT
easat-5421	245	27	"	"	PUNCT
easat-5421	245	28	science	science	NOUN
easat-5421	245	29	and	and	CCONJ
easat-5421	245	30	air	air	NOUN
easat-5421	245	31	power	power	NOUN
easat-5421	245	32	,	,	PUNCT
easat-5421	245	33	vol	vol	NOUN
easat-5421	245	34	.	.	PROPN
easat-5421	245	35	12	12	NUM
easat-5421	245	36	,	,	PUNCT
easat-5421	245	37	no	no	INTJ
easat-5421	245	38	.	.	NOUN
easat-5421	245	39	1	1	NUM
easat-5421	245	40	,	,	PUNCT
easat-5421	245	41	pp	pp	ADJ
easat-5421	245	42	.	.	PUNCT
easat-5421	246	1	144	144	NUM
easat-5421	246	2	-	-	SYM
easat-5421	246	3	155	155	NUM
easat-5421	246	4	,	,	PUNCT
easat-5421	246	5	2017	2017	NUM
easat-5421	246	6	.	.	PUNCT
easat-5421	247	1	https://doi.org/10.18667/cienciaypoderaereo.567	https://doi.org/10.18667/cienciaypoderaereo.567	X
easat-5421	248	1	[	[	X
easat-5421	248	2	41	41	NUM
easat-5421	248	3	]	]	PUNCT
easat-5421	248	4	l.	l.	PROPN
easat-5421	248	5	a.	a.	PROPN
easat-5421	248	6	huacchillo	huacchillo	PROPN
easat-5421	248	7	pardo	pardo	PROPN
easat-5421	248	8	,	,	PUNCT
easat-5421	248	9	e.	e.	PROPN
easat-5421	248	10	v.	v.	PROPN
easat-5421	248	11	ramos	ramos	PROPN
easat-5421	248	12	farroñan	farroñan	PROPN
easat-5421	248	13	,	,	PUNCT
easat-5421	248	14	and	and	CCONJ
easat-5421	248	15	j.	j.	PROPN
easat-5421	248	16	l.	l.	PROPN
easat-5421	248	17	pulache	pulache	PROPN
easat-5421	248	18	lozada	lozada	PROPN
easat-5421	248	19	,	,	PUNCT
easat-5421	248	20	"	"	PUNCT
easat-5421	248	21	financial	financial	ADJ
easat-5421	248	22	management	management	NOUN
easat-5421	248	23	and	and	CCONJ
easat-5421	248	24	its	its	PRON
easat-5421	248	25	impact	impact	NOUN
easat-5421	248	26	on	on	ADP
easat-5421	248	27	financial	financial	ADJ
easat-5421	248	28	decision	decision	NOUN
easat-5421	248	29	-	-	PUNCT
easat-5421	248	30	making	making	NOUN
easat-5421	248	31	,	,	PUNCT
easat-5421	248	32	"	"	PUNCT
easat-5421	248	33	university	university	NOUN
easat-5421	248	34	and	and	CCONJ
easat-5421	248	35	society	society	NOUN
easat-5421	248	36	magazine	magazine	NOUN
easat-5421	248	37	,	,	PUNCT
easat-5421	248	38	vol	vol	NOUN
easat-5421	248	39	.	.	PROPN
easat-5421	248	40	12	12	NUM
easat-5421	248	41	,	,	PUNCT
easat-5421	248	42	no	no	INTJ
easat-5421	248	43	.	.	NOUN
easat-5421	248	44	2	2	NUM
easat-5421	248	45	,	,	PUNCT
easat-5421	248	46	pp	pp	ADJ
easat-5421	248	47	.	.	PUNCT
easat-5421	249	1	356	356	NUM
easat-5421	249	2	-	-	SYM
easat-5421	249	3	362	362	NUM
easat-5421	249	4	,	,	PUNCT
easat-5421	249	5	2020	2020	NUM
easat-5421	249	6	.	.	PUNCT
easat-5421	250	1	[	[	X
easat-5421	250	2	42	42	NUM
easat-5421	250	3	]	]	X
easat-5421	250	4	n.	n.	PROPN
easat-5421	250	5	b.	b.	PROPN
easat-5421	250	6	barreto	barreto	PROPN
easat-5421	250	7	granda	granda	PROPN
easat-5421	250	8	,	,	PUNCT
easat-5421	250	9	"	"	PUNCT
easat-5421	250	10	financial	financial	ADJ
easat-5421	250	11	analysis	analysis	NOUN
easat-5421	250	12	:	:	PUNCT
easat-5421	250	13	a	a	DET
easat-5421	250	14	substantial	substantial	ADJ
easat-5421	250	15	factor	factor	NOUN
easat-5421	250	16	for	for	ADP
easat-5421	250	17	decision	decision	NOUN
easat-5421	250	18	-	-	PUNCT
easat-5421	250	19	making	making	NOUN
easat-5421	250	20	in	in	ADP
easat-5421	250	21	a	a	DET
easat-5421	250	22	company	company	NOUN
easat-5421	250	23	in	in	ADP
easat-5421	250	24	the	the	DET
easat-5421	250	25	commercial	commercial	ADJ
easat-5421	250	26	sector	sector	NOUN
easat-5421	250	27	,	,	PUNCT
easat-5421	250	28	"	"	PUNCT
easat-5421	250	29	university	university	NOUN
easat-5421	250	30	and	and	CCONJ
easat-5421	250	31	society	society	NOUN
easat-5421	250	32	magazine	magazine	NOUN
easat-5421	250	33	,	,	PUNCT
easat-5421	250	34	vol	vol	NOUN
easat-5421	250	35	.	.	PROPN
easat-5421	250	36	12	12	NUM
easat-5421	250	37	,	,	PUNCT
easat-5421	250	38	no	no	INTJ
easat-5421	250	39	.	.	NOUN
easat-5421	250	40	3	3	NUM
easat-5421	250	41	,	,	PUNCT
easat-5421	250	42	pp	pp	ADJ
easat-5421	250	43	.	.	PUNCT
easat-5421	251	1	129	129	NUM
easat-5421	251	2	-	-	SYM
easat-5421	251	3	134	134	NUM
easat-5421	251	4	,	,	PUNCT
easat-5421	251	5	2020	2020	NUM
easat-5421	251	6	.	.	PUNCT
easat-5421	252	1	[	[	X
easat-5421	252	2	43	43	NUM
easat-5421	252	3	]	]	X
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easat-5421	252	9	,	,	PUNCT
easat-5421	252	10	t.	t.	PROPN
easat-5421	252	11	tafur	tafur	NOUN
easat-5421	252	12	,	,	PUNCT
easat-5421	252	13	and	and	CCONJ
easat-5421	252	14	m.	m.	NOUN
easat-5421	252	15	vásquez	vásquez	NOUN
easat-5421	252	16	,	,	PUNCT
easat-5421	252	17	"	"	PUNCT
easat-5421	252	18	research	research	NOUN
easat-5421	252	19	methodology	methodology	NOUN
easat-5421	252	20	:	:	PUNCT
easat-5421	252	21	the	the	DET
easat-5421	252	22	arias	aria	NOUN
easat-5421	252	23	method	method	NOUN
easat-5421	252	24	for	for	ADP
easat-5421	252	25	writing	write	VERB
easat-5421	252	26	a	a	DET
easat-5421	252	27	thesis	thesis	NOUN
easat-5421	252	28	project	project	NOUN
easat-5421	252	29	,	,	PUNCT
easat-5421	252	30	"	"	PUNCT
easat-5421	252	31	editorial	editorial	NOUN
easat-5421	252	32	inudi	inudi	PROPN
easat-5421	252	33	perú	perú	PROPN
easat-5421	252	34	s.a.c	s.a.c	PROPN
easat-5421	252	35	,	,	PUNCT
easat-5421	252	36	2022	2022	NUM
easat-5421	252	37	.	.	PUNCT
easat-5421	253	1	[	[	X
easat-5421	253	2	44	44	NUM
easat-5421	253	3	]	]	PUNCT
easat-5421	253	4	r.	r.	PROPN
easat-5421	253	5	hernández	hernández	PROPN
easat-5421	253	6	and	and	CCONJ
easat-5421	253	7	c.	c.	PROPN
easat-5421	253	8	mendoza	mendoza	PROPN
easat-5421	253	9	,	,	PUNCT
easat-5421	253	10	research	research	NOUN
easat-5421	253	11	methodology	methodology	NOUN
easat-5421	253	12	:	:	PUNCT
easat-5421	253	13	quantitative	quantitative	ADJ
easat-5421	253	14	,	,	PUNCT
easat-5421	253	15	qualitative	qualitative	NOUN
easat-5421	253	16	,	,	PUNCT
easat-5421	253	17	and	and	CCONJ
easat-5421	253	18	mixed	mixed	ADJ
easat-5421	253	19	methods	method	NOUN
easat-5421	253	20	.	.	PUNCT
easat-5421	254	1	usa	usa	PROPN
easat-5421	254	2	:	:	PUNCT
easat-5421	254	3	mcgraw	mcgraw	PROPN
easat-5421	254	4	hill	hill	PROPN
easat-5421	254	5	education	education	PROPN
easat-5421	254	6	,	,	PUNCT
easat-5421	254	7	2018	2018	NUM
easat-5421	254	8	.	.	PUNCT
easat-5421	255	1	https://doi.org/10.62574/rmpi.v4iespecial.172	https://doi.org/10.62574/rmpi.v4iespecial.172	NOUN
easat-5421	255	2	https://doi.org/10.3390/su13052512	https://doi.org/10.3390/su13052512	X
easat-5421	255	3	https://doi.org/10.56712/latam.v4i1.425	https://doi.org/10.56712/latam.v4i1.425	PROPN
easat-5421	255	4	https://doi.org/10.55813/gaea/ccri/v5/ne3/320	https://doi.org/10.55813/gaea/ccri/v5/ne3/320	NOUN
easat-5421	255	5	https://www.redalyc.org/articulo.oa?id=571361695002	https://www.redalyc.org/articulo.oa?id=571361695002	NOUN
easat-5421	255	6	https://doi.org/10.3390/joitmc7020123	https://doi.org/10.3390/joitmc7020123	PROPN
easat-5421	255	7	https://doi.org/10.5281/zenodo.12747014	https://doi.org/10.5281/zenodo.12747014	VERB
easat-5421	255	8	https://doi.org/10.31876/rcs.v28i.38167	https://doi.org/10.31876/rcs.v28i.38167	PROPN
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easat-5421	255	10	https://doi.org/10.18667/cienciaypoderaereo.567	https://doi.org/10.18667/cienciaypoderaereo.567	NOUN