id	sid	tid	token	lemma	pos
easat-5281	1	1	edelweiss	edelweiss	PROPN
easat-5281	1	2	applied	apply	VERB
easat-5281	1	3	science	science	NOUN
easat-5281	1	4	and	and	CCONJ
easat-5281	1	5	technology	technology	NOUN
easat-5281	1	6	issn	issn	PROPN
easat-5281	1	7	:	:	PUNCT
easat-5281	1	8	2576	2576	NUM
easat-5281	1	9	-	-	SYM
easat-5281	1	10	8484	8484	NUM
easat-5281	1	11	vol	vol	NOUN
easat-5281	1	12	.	.	PROPN
easat-5281	2	1	9	9	NUM
easat-5281	2	2	,	,	PUNCT
easat-5281	2	3	no	no	INTJ
easat-5281	2	4	.	.	NOUN
easat-5281	2	5	3	3	NUM
easat-5281	2	6	,	,	PUNCT
easat-5281	2	7	660	660	NUM
easat-5281	2	8	-	-	SYM
easat-5281	2	9	679	679	NUM
easat-5281	2	10	2025	2025	NUM
easat-5281	2	11	publisher	publisher	NOUN
easat-5281	2	12	:	:	PUNCT
easat-5281	2	13	learning	learn	VERB
easat-5281	2	14	gate	gate	NOUN
easat-5281	2	15	doi	doi	PROPN
easat-5281	2	16	:	:	PUNCT
easat-5281	2	17	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	2	18	©	©	ADP
easat-5281	2	19	2025	2025	NUM
easat-5281	2	20	by	by	ADP
easat-5281	2	21	the	the	DET
easat-5281	2	22	authors	author	NOUN
easat-5281	2	23	;	;	PUNCT
easat-5281	3	1	licensee	licensee	PROPN
easat-5281	3	2	learning	learning	NOUN
easat-5281	3	3	gate	gate	NOUN
easat-5281	3	4	©	©	PROPN
easat-5281	3	5	2025	2025	NUM
easat-5281	3	6	by	by	ADP
easat-5281	3	7	the	the	DET
easat-5281	3	8	authors	author	NOUN
easat-5281	3	9	;	;	PUNCT
easat-5281	3	10	licensee	licensee	PROPN
easat-5281	3	11	learning	learning	NOUN
easat-5281	3	12	gate	gate	NOUN
easat-5281	3	13	history	history	NOUN
easat-5281	3	14	:	:	PUNCT
easat-5281	3	15	received	receive	VERB
easat-5281	3	16	:	:	PUNCT
easat-5281	3	17	6	6	NUM
easat-5281	3	18	january	january	NOUN
easat-5281	3	19	2025	2025	NUM
easat-5281	3	20	;	;	PUNCT
easat-5281	3	21	revised	revise	VERB
easat-5281	3	22	:	:	PUNCT
easat-5281	3	23	10	10	NUM
easat-5281	3	24	february	february	NOUN
easat-5281	3	25	2025	2025	NUM
easat-5281	3	26	;	;	PUNCT
easat-5281	3	27	accepted	accept	VERB
easat-5281	3	28	:	:	PUNCT
easat-5281	3	29	14	14	NUM
easat-5281	3	30	february	february	NOUN
easat-5281	3	31	2025	2025	NUM
easat-5281	3	32	;	;	PUNCT
easat-5281	3	33	published	publish	VERB
easat-5281	3	34	:	:	PUNCT
easat-5281	3	35	8	8	NUM
easat-5281	3	36	march	march	NOUN
easat-5281	3	37	2025	2025	NUM
easat-5281	3	38	*	*	PUNCT
easat-5281	3	39	correspondence	correspondence	NOUN
easat-5281	3	40	:	:	PUNCT
easat-5281	3	41	alifa.putri@binus.ac.id	alifa.putri@binus.ac.id	NUM
easat-5281	3	42	predicting	predict	VERB
easat-5281	3	43	the	the	DET
easat-5281	3	44	effects	effect	NOUN
easat-5281	3	45	of	of	ADP
easat-5281	3	46	ewom	ewom	NOUN
easat-5281	3	47	and	and	CCONJ
easat-5281	3	48	product	product	NOUN
easat-5281	3	49	innovation	innovation	NOUN
easat-5281	3	50	on	on	ADP
easat-5281	3	51	purchase	purchase	NOUN
easat-5281	3	52	decision	decision	NOUN
easat-5281	3	53	and	and	CCONJ
easat-5281	3	54	the	the	DET
easat-5281	3	55	impact	impact	NOUN
easat-5281	3	56	on	on	ADP
easat-5281	3	57	customer	customer	NOUN
easat-5281	3	58	loyalty	loyalty	NOUN
easat-5281	3	59	alifa	alifa	PROPN
easat-5281	3	60	savira	savira	PROPN
easat-5281	3	61	putri1	putri1	PROPN
easat-5281	3	62	*	*	PROPN
easat-5281	3	63	,	,	PUNCT
easat-5281	3	64	ricardo	ricardo	PROPN
easat-5281	3	65	indra2	indra2	PROPN
easat-5281	3	66	,	,	PUNCT
easat-5281	3	67	indah	indah	PROPN
easat-5281	3	68	dirgahayu	dirgahayu	PROPN
easat-5281	3	69	putri	putri	PROPN
easat-5281	3	70	pertiwi3	pertiwi3	PROPN
easat-5281	3	71	,	,	PUNCT
easat-5281	3	72	ulfira	ulfira	PROPN
easat-5281	3	73	salsabilla4	salsabilla4	NOUN
easat-5281	3	74	1,2,3,4bina	1,2,3,4bina	NUM
easat-5281	3	75	nusantara	nusantara	PROPN
easat-5281	3	76	university	university	PROPN
easat-5281	3	77	,	,	PUNCT
easat-5281	3	78	indonesia	indonesia	PROPN
easat-5281	3	79	;	;	PUNCT
easat-5281	3	80	alifa.putri@binus.ac.id	alifa.putri@binus.ac.id	NUM
easat-5281	3	81	(	(	PUNCT
easat-5281	3	82	a.s.p	a.s.p	PROPN
easat-5281	3	83	.	.	PUNCT
easat-5281	3	84	)	)	PUNCT
easat-5281	3	85	ricardo.indra@binus.ac.id	ricardo.indra@binus.ac.id	PUNCT
easat-5281	3	86	(	(	PUNCT
easat-5281	3	87	r.i	r.i	PROPN
easat-5281	3	88	.	.	PROPN
easat-5281	3	89	)	)	PUNCT
easat-5281	3	90	indah.pertiwi@binus.ac.id	indah.pertiwi@binus.ac.id	PUNCT
easat-5281	3	91	(	(	PUNCT
easat-5281	3	92	i.d.p.p	i.d.p.p	PROPN
easat-5281	3	93	.	.	PROPN
easat-5281	3	94	)	)	PUNCT
easat-5281	3	95	ulfira.salsabilla@binus.ac.id	ulfira.salsabilla@binus.ac.id	PUNCT
easat-5281	3	96	(	(	PUNCT
easat-5281	3	97	u.s	u.s	PROPN
easat-5281	3	98	.	.	PROPN
easat-5281	3	99	)	)	PUNCT
easat-5281	4	1	abstract	abstract	ADJ
easat-5281	4	2	:	:	PUNCT
easat-5281	4	3	purpose	purpose	NOUN
easat-5281	4	4	:	:	PUNCT
easat-5281	4	5	the	the	DET
easat-5281	4	6	dynamics	dynamic	NOUN
easat-5281	4	7	of	of	ADP
easat-5281	4	8	consumer	consumer	NOUN
easat-5281	4	9	behavior	behavior	NOUN
easat-5281	4	10	have	have	AUX
easat-5281	4	11	undergone	undergo	VERB
easat-5281	4	12	a	a	DET
easat-5281	4	13	transformative	transformative	ADJ
easat-5281	4	14	shift	shift	NOUN
easat-5281	4	15	,	,	PUNCT
easat-5281	4	16	especially	especially	ADV
easat-5281	4	17	in	in	ADP
easat-5281	4	18	today	today	NOUN
easat-5281	4	19	’s	’s	PART
easat-5281	4	20	digital	digital	ADJ
easat-5281	4	21	age	age	NOUN
easat-5281	4	22	where	where	SCONJ
easat-5281	4	23	most	most	ADJ
easat-5281	4	24	customers	customer	NOUN
easat-5281	4	25	read	read	VERB
easat-5281	4	26	online	online	ADJ
easat-5281	4	27	reviews	review	NOUN
easat-5281	4	28	before	before	ADP
easat-5281	4	29	making	make	VERB
easat-5281	4	30	purchase	purchase	NOUN
easat-5281	4	31	decisions	decision	NOUN
easat-5281	4	32	.	.	PUNCT
easat-5281	5	1	online	online	ADJ
easat-5281	5	2	reviews	review	NOUN
easat-5281	5	3	are	be	AUX
easat-5281	5	4	one	one	NUM
easat-5281	5	5	example	example	NOUN
easat-5281	5	6	of	of	ADP
easat-5281	5	7	the	the	DET
easat-5281	5	8	many	many	ADJ
easat-5281	5	9	examples	example	NOUN
easat-5281	5	10	of	of	ADP
easat-5281	5	11	electronic	electronic	ADJ
easat-5281	5	12	word	word	NOUN
easat-5281	5	13	of	of	ADP
easat-5281	5	14	mouth	mouth	NOUN
easat-5281	5	15	(	(	PUNCT
easat-5281	5	16	ewom	ewom	NOUN
easat-5281	5	17	)	)	PUNCT
easat-5281	5	18	.	.	PUNCT
easat-5281	6	1	however	however	ADV
easat-5281	6	2	previous	previous	ADJ
easat-5281	6	3	research	research	NOUN
easat-5281	6	4	states	state	NOUN
easat-5281	6	5	that	that	SCONJ
easat-5281	6	6	not	not	PART
easat-5281	6	7	only	only	ADV
easat-5281	6	8	does	do	AUX
easat-5281	6	9	ewom	ewom	NOUN
easat-5281	6	10	have	have	VERB
easat-5281	6	11	an	an	DET
easat-5281	6	12	impact	impact	NOUN
easat-5281	6	13	on	on	ADP
easat-5281	6	14	purchasing	purchasing	NOUN
easat-5281	6	15	decisions	decision	NOUN
easat-5281	6	16	,	,	PUNCT
easat-5281	6	17	but	but	CCONJ
easat-5281	6	18	product	product	NOUN
easat-5281	6	19	innovation	innovation	NOUN
easat-5281	6	20	has	have	AUX
easat-5281	6	21	also	also	ADV
easat-5281	6	22	played	play	VERB
easat-5281	6	23	a	a	DET
easat-5281	6	24	big	big	ADJ
easat-5281	6	25	role	role	NOUN
easat-5281	6	26	in	in	ADP
easat-5281	6	27	purchasing	purchase	VERB
easat-5281	6	28	decisions	decision	NOUN
easat-5281	6	29	and	and	CCONJ
easat-5281	6	30	purchase	purchase	NOUN
easat-5281	6	31	decision	decision	NOUN
easat-5281	6	32	has	have	VERB
easat-5281	6	33	an	an	DET
easat-5281	6	34	impact	impact	NOUN
easat-5281	6	35	on	on	ADP
easat-5281	6	36	customer	customer	NOUN
easat-5281	6	37	loyalty	loyalty	NOUN
easat-5281	6	38	.	.	PUNCT
easat-5281	7	1	therefore	therefore	ADV
easat-5281	7	2	,	,	PUNCT
easat-5281	7	3	this	this	DET
easat-5281	7	4	study	study	NOUN
easat-5281	7	5	aims	aim	VERB
easat-5281	7	6	to	to	PART
easat-5281	7	7	see	see	VERB
easat-5281	7	8	how	how	SCONJ
easat-5281	7	9	ewom	ewom	NOUN
easat-5281	7	10	could	could	AUX
easat-5281	7	11	affect	affect	VERB
easat-5281	7	12	purchase	purchase	NOUN
easat-5281	7	13	decisions	decision	NOUN
easat-5281	7	14	by	by	ADP
easat-5281	7	15	involving	involve	VERB
easat-5281	7	16	product	product	NOUN
easat-5281	7	17	innovation	innovation	NOUN
easat-5281	7	18	through	through	ADP
easat-5281	7	19	online	online	ADJ
easat-5281	7	20	reviews	review	NOUN
easat-5281	7	21	of	of	ADP
easat-5281	7	22	body	body	NOUN
easat-5281	7	23	care	care	NOUN
easat-5281	7	24	products	product	NOUN
easat-5281	7	25	iswhite	iswhite	ADJ
easat-5281	7	26	on	on	ADP
easat-5281	7	27	the	the	DET
easat-5281	7	28	e	e	PROPN
easat-5281	7	29	-	-	PROPN
easat-5281	7	30	commerce	commerce	NOUN
easat-5281	7	31	shopee	shopee	NOUN
easat-5281	7	32	.	.	PUNCT
easat-5281	8	1	research	research	NOUN
easat-5281	8	2	design	design	PROPN
easat-5281	8	3	,	,	PUNCT
easat-5281	8	4	data	datum	NOUN
easat-5281	8	5	,	,	PUNCT
easat-5281	8	6	and	and	CCONJ
easat-5281	8	7	methodology	methodology	NOUN
easat-5281	8	8	:	:	PUNCT
easat-5281	8	9	this	this	DET
easat-5281	8	10	research	research	NOUN
easat-5281	8	11	adopts	adopt	VERB
easat-5281	8	12	a	a	DET
easat-5281	8	13	positivist	positivist	ADJ
easat-5281	8	14	paradigm	paradigm	NOUN
easat-5281	8	15	and	and	CCONJ
easat-5281	8	16	employs	employ	VERB
easat-5281	8	17	a	a	DET
easat-5281	8	18	quantitative	quantitative	ADJ
easat-5281	8	19	approach	approach	NOUN
easat-5281	8	20	that	that	PRON
easat-5281	8	21	is	be	AUX
easat-5281	8	22	explanatory	explanatory	ADJ
easat-5281	8	23	through	through	ADP
easat-5281	8	24	a	a	DET
easat-5281	8	25	cross	cross	ADJ
easat-5281	8	26	-	-	ADJ
easat-5281	8	27	sectional	sectional	ADJ
easat-5281	8	28	survey	survey	NOUN
easat-5281	8	29	with	with	ADP
easat-5281	8	30	100	100	NUM
easat-5281	8	31	participants	participant	NOUN
easat-5281	8	32	.	.	PUNCT
easat-5281	9	1	the	the	DET
easat-5281	9	2	study	study	NOUN
easat-5281	9	3	utilizes	utilize	VERB
easat-5281	9	4	theoretical	theoretical	ADJ
easat-5281	9	5	approaches	approach	NOUN
easat-5281	9	6	such	such	ADJ
easat-5281	9	7	as	as	ADP
easat-5281	9	8	the	the	DET
easat-5281	9	9	planned	plan	VERB
easat-5281	9	10	behaviour	behaviour	NOUN
easat-5281	9	11	theory	theory	NOUN
easat-5281	9	12	.	.	PUNCT
easat-5281	10	1	after	after	SCONJ
easat-5281	10	2	all	all	DET
easat-5281	10	3	the	the	DET
easat-5281	10	4	data	datum	NOUN
easat-5281	10	5	was	be	AUX
easat-5281	10	6	collected	collect	VERB
easat-5281	10	7	through	through	ADP
easat-5281	10	8	google	google	PROPN
easat-5281	10	9	forms	form	NOUN
easat-5281	10	10	all	all	DET
easat-5281	10	11	the	the	DET
easat-5281	10	12	data	datum	NOUN
easat-5281	10	13	was	be	AUX
easat-5281	10	14	processed	process	VERB
easat-5281	10	15	statistical	statistical	ADJ
easat-5281	10	16	package	package	NOUN
easat-5281	10	17	for	for	ADP
easat-5281	10	18	social	social	ADJ
easat-5281	10	19	science	science	NOUN
easat-5281	10	20	(	(	PUNCT
easat-5281	10	21	spss	spss	ADJ
easat-5281	10	22	)	)	PUNCT
easat-5281	10	23	software	software	NOUN
easat-5281	10	24	.	.	PUNCT
easat-5281	11	1	results	result	NOUN
easat-5281	11	2	:	:	PUNCT
easat-5281	11	3	the	the	DET
easat-5281	11	4	result	result	NOUN
easat-5281	11	5	shows	show	VERB
easat-5281	11	6	that	that	SCONJ
easat-5281	11	7	the	the	DET
easat-5281	11	8	variables	variable	NOUN
easat-5281	11	9	ewom	ewom	NOUN
easat-5281	11	10	have	have	VERB
easat-5281	11	11	an	an	DET
easat-5281	11	12	insignificant	insignificant	ADJ
easat-5281	11	13	effect	effect	NOUN
easat-5281	11	14	and	and	CCONJ
easat-5281	11	15	the	the	DET
easat-5281	11	16	variables	variable	NOUN
easat-5281	11	17	product	product	NOUN
easat-5281	11	18	innovation	innovation	NOUN
easat-5281	11	19	have	have	VERB
easat-5281	11	20	a	a	DET
easat-5281	11	21	significant	significant	ADJ
easat-5281	11	22	effect	effect	NOUN
easat-5281	11	23	towards	towards	ADP
easat-5281	11	24	purchasing	purchasing	NOUN
easat-5281	11	25	decisions	decision	NOUN
easat-5281	11	26	and	and	CCONJ
easat-5281	11	27	purchasing	purchasing	NOUN
easat-5281	11	28	decisions	decision	NOUN
easat-5281	11	29	has	have	VERB
easat-5281	11	30	a	a	DET
easat-5281	11	31	significant	significant	ADJ
easat-5281	11	32	effect	effect	NOUN
easat-5281	11	33	towards	towards	ADP
easat-5281	11	34	on	on	ADP
easat-5281	11	35	consumer	consumer	NOUN
easat-5281	11	36	loyalty	loyalty	NOUN
easat-5281	11	37	.	.	PUNCT
easat-5281	12	1	conclusions	conclusion	NOUN
easat-5281	12	2	:	:	PUNCT
easat-5281	12	3	the	the	DET
easat-5281	12	4	results	result	NOUN
easat-5281	12	5	have	have	AUX
easat-5281	12	6	shown	show	VERB
easat-5281	12	7	that	that	SCONJ
easat-5281	12	8	ewom	ewom	NOUN
easat-5281	12	9	has	have	VERB
easat-5281	12	10	an	an	DET
easat-5281	12	11	insignificant	insignificant	ADJ
easat-5281	12	12	influence	influence	NOUN
easat-5281	12	13	on	on	ADP
easat-5281	12	14	purchasing	purchasing	NOUN
easat-5281	12	15	decisions	decision	NOUN
easat-5281	12	16	.	.	PUNCT
easat-5281	13	1	product	product	NOUN
easat-5281	13	2	innovation	innovation	NOUN
easat-5281	13	3	also	also	ADV
easat-5281	13	4	has	have	VERB
easat-5281	13	5	a	a	DET
easat-5281	13	6	significant	significant	ADJ
easat-5281	13	7	influence	influence	NOUN
easat-5281	13	8	on	on	ADP
easat-5281	13	9	purchasing	purchase	VERB
easat-5281	13	10	decisions	decision	NOUN
easat-5281	13	11	and	and	CCONJ
easat-5281	13	12	purchasing	purchase	VERB
easat-5281	13	13	decision	decision	NOUN
easat-5281	13	14	variables	variable	NOUN
easat-5281	13	15	have	have	VERB
easat-5281	13	16	a	a	DET
easat-5281	13	17	strong	strong	ADJ
easat-5281	13	18	influence	influence	NOUN
easat-5281	13	19	on	on	ADP
easat-5281	13	20	consumer	consumer	NOUN
easat-5281	13	21	loyalty	loyalty	NOUN
easat-5281	13	22	.	.	PUNCT
easat-5281	14	1	keywords	keyword	NOUN
easat-5281	14	2	:	:	PUNCT
easat-5281	14	3	customer	customer	NOUN
easat-5281	14	4	loyalty	loyalty	NOUN
easat-5281	14	5	,	,	PUNCT
easat-5281	14	6	e	e	NOUN
easat-5281	14	7	-	-	NOUN
easat-5281	14	8	commerce	commerce	NOUN
easat-5281	14	9	,	,	PUNCT
easat-5281	14	10	electronic	electronic	ADJ
easat-5281	14	11	word	word	NOUN
easat-5281	14	12	of	of	ADP
easat-5281	14	13	mouth	mouth	NOUN
easat-5281	14	14	,	,	PUNCT
easat-5281	14	15	product	product	NOUN
easat-5281	14	16	innovation	innovation	NOUN
easat-5281	14	17	,	,	PUNCT
easat-5281	14	18	purchase	purchase	NOUN
easat-5281	14	19	decision	decision	NOUN
easat-5281	14	20	.	.	PUNCT
easat-5281	15	1	1	1	X
easat-5281	15	2	.	.	X
easat-5281	15	3	introduction	introduction	NOUN
easat-5281	15	4	in	in	ADP
easat-5281	15	5	recent	recent	ADJ
easat-5281	15	6	decades	decade	NOUN
easat-5281	15	7	,	,	PUNCT
easat-5281	15	8	the	the	DET
easat-5281	15	9	world	world	NOUN
easat-5281	15	10	of	of	ADP
easat-5281	15	11	communication	communication	NOUN
easat-5281	15	12	has	have	AUX
easat-5281	15	13	undergone	undergo	VERB
easat-5281	15	14	dramatic	dramatic	ADJ
easat-5281	15	15	changes	change	NOUN
easat-5281	15	16	.	.	PUNCT
easat-5281	16	1	the	the	DET
easat-5281	16	2	current	current	ADJ
easat-5281	16	3	digital	digital	ADJ
easat-5281	16	4	revolution	revolution	NOUN
easat-5281	16	5	has	have	AUX
easat-5281	16	6	significantly	significantly	ADV
easat-5281	16	7	altered	alter	VERB
easat-5281	16	8	the	the	DET
easat-5281	16	9	global	global	ADJ
easat-5281	16	10	communication	communication	NOUN
easat-5281	16	11	landscape	landscape	NOUN
easat-5281	16	12	.	.	PUNCT
easat-5281	17	1	this	this	PRON
easat-5281	17	2	causes	cause	VERB
easat-5281	17	3	the	the	DET
easat-5281	17	4	communication	communication	NOUN
easat-5281	17	5	revolution	revolution	NOUN
easat-5281	17	6	to	to	PART
easat-5281	17	7	indirectly	indirectly	ADV
easat-5281	17	8	combine	combine	VERB
easat-5281	17	9	old	old	ADJ
easat-5281	17	10	and	and	CCONJ
easat-5281	17	11	new	new	ADJ
easat-5281	17	12	cultures	culture	NOUN
easat-5281	17	13	,	,	PUNCT
easat-5281	17	14	which	which	PRON
easat-5281	17	15	then	then	ADV
easat-5281	17	16	creates	create	VERB
easat-5281	17	17	friction	friction	NOUN
easat-5281	17	18	between	between	ADP
easat-5281	17	19	social	social	ADJ
easat-5281	17	20	and	and	CCONJ
easat-5281	17	21	new	new	ADJ
easat-5281	17	22	technology	technology	NOUN
easat-5281	17	23	[	[	X
easat-5281	17	24	1	1	NUM
easat-5281	17	25	]	]	PUNCT
easat-5281	17	26	.	.	PUNCT
easat-5281	18	1	this	this	PRON
easat-5281	18	2	has	have	VERB
easat-5281	18	3	a	a	DET
easat-5281	18	4	significant	significant	ADJ
easat-5281	18	5	impact	impact	NOUN
easat-5281	18	6	on	on	ADP
easat-5281	18	7	the	the	DET
easat-5281	18	8	realm	realm	NOUN
easat-5281	18	9	of	of	ADP
easat-5281	18	10	marketing	marketing	NOUN
easat-5281	18	11	communication	communication	NOUN
easat-5281	18	12	,	,	PUNCT
easat-5281	18	13	particularly	particularly	ADV
easat-5281	18	14	the	the	DET
easat-5281	18	15	evolution	evolution	NOUN
easat-5281	18	16	of	of	ADP
easat-5281	18	17	word	word	NOUN
easat-5281	18	18	-	-	PUNCT
easat-5281	18	19	of	of	ADP
easat-5281	18	20	-	-	PUNCT
easat-5281	18	21	mouth	mouth	NOUN
easat-5281	18	22	(	(	PUNCT
easat-5281	18	23	wom	wom	PROPN
easat-5281	18	24	)	)	PUNCT
easat-5281	18	25	into	into	ADP
easat-5281	18	26	electronic	electronic	ADJ
easat-5281	18	27	word	word	NOUN
easat-5281	18	28	-	-	PUNCT
easat-5281	18	29	of	of	ADP
easat-5281	18	30	-	-	PUNCT
easat-5281	18	31	mouth	mouth	NOUN
easat-5281	18	32	(	(	PUNCT
easat-5281	18	33	ewom	ewom	NOUN
easat-5281	18	34	)	)	PUNCT
easat-5281	18	35	.	.	PUNCT
easat-5281	19	1	according	accord	VERB
easat-5281	19	2	to	to	ADP
easat-5281	19	3	mothersbaugh	mothersbaugh	NOUN
easat-5281	19	4	and	and	CCONJ
easat-5281	19	5	hawkins	hawkin	NOUN
easat-5281	19	6	[	[	X
easat-5281	19	7	2	2	NUM
easat-5281	19	8	]	]	PUNCT
easat-5281	19	9	and	and	CCONJ
easat-5281	19	10	litvin	litvin	NOUN
easat-5281	19	11	,	,	PUNCT
easat-5281	19	12	et	et	PROPN
easat-5281	19	13	al	al	PROPN
easat-5281	19	14	.	.	PUNCT
easat-5281	20	1	[	[	X
easat-5281	20	2	3	3	X
easat-5281	20	3	]	]	PUNCT
easat-5281	20	4	before	before	ADP
easat-5281	20	5	the	the	DET
easat-5281	20	6	emergence	emergence	NOUN
easat-5281	20	7	of	of	ADP
easat-5281	20	8	ewom	ewom	NOUN
easat-5281	20	9	,	,	PUNCT
easat-5281	20	10	there	there	PRON
easat-5281	20	11	was	be	VERB
easat-5281	20	12	word	word	NOUN
easat-5281	20	13	-	-	PUNCT
easat-5281	20	14	of	of	ADP
easat-5281	20	15	-	-	PUNCT
easat-5281	20	16	mouth	mouth	NOUN
easat-5281	20	17	(	(	PUNCT
easat-5281	20	18	wom	wom	PROPN
easat-5281	20	19	)	)	PUNCT
easat-5281	20	20	,	,	PUNCT
easat-5281	20	21	which	which	PRON
easat-5281	20	22	is	be	AUX
easat-5281	20	23	a	a	DET
easat-5281	20	24	communication	communication	NOUN
easat-5281	20	25	process	process	NOUN
easat-5281	20	26	by	by	ADP
easat-5281	20	27	consumers	consumer	NOUN
easat-5281	20	28	to	to	PART
easat-5281	20	29	share	share	VERB
easat-5281	20	30	information	information	NOUN
easat-5281	20	31	about	about	ADP
easat-5281	20	32	opinions	opinion	NOUN
easat-5281	20	33	aimed	aim	VERB
easat-5281	20	34	at	at	ADP
easat-5281	20	35	potential	potential	ADJ
easat-5281	20	36	buyers	buyer	NOUN
easat-5281	20	37	to	to	PART
easat-5281	20	38	buy	buy	VERB
easat-5281	20	39	or	or	CCONJ
easat-5281	20	40	avoid	avoid	VERB
easat-5281	20	41	certain	certain	ADJ
easat-5281	20	42	products	product	NOUN
easat-5281	20	43	,	,	PUNCT
easat-5281	20	44	brands	brand	NOUN
easat-5281	20	45	,	,	PUNCT
easat-5281	20	46	and	and	CCONJ
easat-5281	20	47	services	service	NOUN
easat-5281	20	48	.	.	PUNCT
easat-5281	21	1	kotler	kotler	PROPN
easat-5281	21	2	and	and	CCONJ
easat-5281	21	3	amstrong	amstrong	NOUN
easat-5281	22	1	[	[	X
easat-5281	22	2	4	4	X
easat-5281	22	3	]	]	PUNCT
easat-5281	22	4	say	say	VERB
easat-5281	22	5	ewom	ewom	NOUN
easat-5281	22	6	is	be	AUX
easat-5281	22	7	the	the	DET
easat-5281	22	8	internet	internet	NOUN
easat-5281	22	9	version	version	NOUN
easat-5281	22	10	of	of	ADP
easat-5281	22	11	word	word	NOUN
easat-5281	22	12	-	-	PUNCT
easat-5281	22	13	of	of	ADP
easat-5281	22	14	-	-	PUNCT
easat-5281	22	15	mouth	mouth	NOUN
easat-5281	22	16	advertising	advertising	NOUN
easat-5281	22	17	.	.	PUNCT
easat-5281	23	1	even	even	ADV
easat-5281	23	2	mentioned	mention	VERB
easat-5281	23	3	in	in	ADP
easat-5281	23	4	gruen	gruen	PROPN
easat-5281	23	5	,	,	PUNCT
easat-5281	23	6	et	et	PROPN
easat-5281	23	7	al	al	PROPN
easat-5281	23	8	.	.	PUNCT
easat-5281	24	1	[	[	X
easat-5281	24	2	5	5	X
easat-5281	24	3	]	]	PUNCT
easat-5281	24	4	ewom	ewom	NOUN
easat-5281	24	5	is	be	AUX
easat-5281	24	6	a	a	DET
easat-5281	24	7	communication	communication	NOUN
easat-5281	24	8	tool	tool	NOUN
easat-5281	24	9	to	to	PART
easat-5281	24	10	exchange	exchange	VERB
easat-5281	24	11	information	information	NOUN
easat-5281	24	12	about	about	ADP
easat-5281	24	13	products	product	NOUN
easat-5281	24	14	or	or	CCONJ
easat-5281	24	15	services	service	NOUN
easat-5281	24	16	that	that	PRON
easat-5281	24	17	have	have	AUX
easat-5281	24	18	been	be	AUX
easat-5281	24	19	used	use	VERB
easat-5281	24	20	by	by	ADP
easat-5281	24	21	consumers	consumer	NOUN
easat-5281	24	22	who	who	PRON
easat-5281	24	23	do	do	AUX
easat-5281	24	24	not	not	PART
easat-5281	24	25	know	know	VERB
easat-5281	24	26	each	each	DET
easat-5281	24	27	other	other	ADJ
easat-5281	24	28	.	.	PUNCT
easat-5281	25	1	ewom	ewom	NOUN
easat-5281	25	2	is	be	AUX
easat-5281	25	3	unique	unique	ADJ
easat-5281	25	4	in	in	ADP
easat-5281	25	5	that	that	SCONJ
easat-5281	25	6	the	the	DET
easat-5281	25	7	source	source	NOUN
easat-5281	25	8	of	of	ADP
easat-5281	25	9	information	information	NOUN
easat-5281	25	10	is	be	AUX
easat-5281	25	11	independent	independent	ADJ
easat-5281	25	12	and	and	CCONJ
easat-5281	25	13	not	not	PART
easat-5281	25	14	bound	bind	VERB
easat-5281	25	15	by	by	ADP
easat-5281	25	16	an	an	DET
easat-5281	25	17	institution	institution	NOUN
easat-5281	25	18	[	[	X
easat-5281	25	19	6	6	NUM
easat-5281	25	20	]	]	PUNCT
easat-5281	25	21	.	.	PUNCT
easat-5281	26	1	this	this	PRON
easat-5281	26	2	proves	prove	VERB
easat-5281	26	3	that	that	SCONJ
easat-5281	26	4	the	the	DET
easat-5281	26	5	information	information	NOUN
easat-5281	26	6	generated	generate	VERB
easat-5281	26	7	by	by	ADP
easat-5281	26	8	ewom	ewom	NOUN
easat-5281	26	9	is	be	AUX
easat-5281	26	10	the	the	DET
easat-5281	26	11	personal	personal	ADJ
easat-5281	26	12	opinion	opinion	NOUN
easat-5281	26	13	of	of	ADP
easat-5281	26	14	consumers	consumer	NOUN
easat-5281	26	15	who	who	PRON
easat-5281	26	16	are	be	AUX
easat-5281	26	17	independent	independent	ADJ
easat-5281	26	18	and	and	CCONJ
easat-5281	26	19	not	not	PART
easat-5281	26	20	bound	bind	VERB
easat-5281	26	21	by	by	ADP
easat-5281	26	22	a	a	DET
easat-5281	26	23	particular	particular	ADJ
easat-5281	26	24	company	company	NOUN
easat-5281	26	25	or	or	CCONJ
easat-5281	26	26	institution	institution	NOUN
easat-5281	26	27	.	.	PUNCT
easat-5281	27	1	as	as	ADP
easat-5281	27	2	a	a	DET
easat-5281	27	3	result	result	NOUN
easat-5281	27	4	,	,	PUNCT
easat-5281	27	5	ewom	ewom	NOUN
easat-5281	27	6	is	be	AUX
easat-5281	27	7	a	a	DET
easat-5281	27	8	new	new	ADJ
easat-5281	27	9	phenomenon	phenomenon	NOUN
easat-5281	27	10	in	in	ADP
easat-5281	27	11	which	which	PRON
easat-5281	27	12	661	661	NUM
easat-5281	27	13	edelweiss	edelweiss	PROPN
easat-5281	27	14	applied	apply	VERB
easat-5281	27	15	science	science	NOUN
easat-5281	27	16	and	and	CCONJ
easat-5281	27	17	technology	technology	NOUN
easat-5281	27	18	issn	issn	PROPN
easat-5281	27	19	:	:	PUNCT
easat-5281	27	20	2576	2576	NUM
easat-5281	27	21	-	-	SYM
easat-5281	27	22	8484	8484	NUM
easat-5281	27	23	vol	vol	NOUN
easat-5281	27	24	.	.	PROPN
easat-5281	28	1	9	9	NUM
easat-5281	28	2	,	,	PUNCT
easat-5281	28	3	no	no	INTJ
easat-5281	28	4	.	.	NOUN
easat-5281	29	1	3	3	NUM
easat-5281	29	2	:	:	PUNCT
easat-5281	29	3	660	660	NUM
easat-5281	29	4	-	-	NUM
easat-5281	29	5	679	679	NUM
easat-5281	29	6	,	,	PUNCT
easat-5281	29	7	2025	2025	NUM
easat-5281	29	8	doi	doi	NOUN
easat-5281	29	9	:	:	PUNCT
easat-5281	29	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	29	11	©	©	ADP
easat-5281	29	12	2025	2025	NUM
easat-5281	29	13	by	by	ADP
easat-5281	29	14	the	the	DET
easat-5281	29	15	authors	author	NOUN
easat-5281	29	16	;	;	PUNCT
easat-5281	29	17	licensee	licensee	PROPN
easat-5281	29	18	learning	learn	VERB
easat-5281	29	19	gate	gate	PROPN
easat-5281	29	20	communication	communication	NOUN
easat-5281	29	21	technology	technology	NOUN
easat-5281	29	22	plays	play	VERB
easat-5281	29	23	a	a	DET
easat-5281	29	24	role	role	NOUN
easat-5281	29	25	in	in	ADP
easat-5281	29	26	sharing	share	VERB
easat-5281	29	27	experiences	experience	NOUN
easat-5281	29	28	,	,	PUNCT
easat-5281	29	29	reviews	review	NOUN
easat-5281	29	30	,	,	PUNCT
easat-5281	29	31	and	and	CCONJ
easat-5281	29	32	recommendations	recommendation	NOUN
easat-5281	29	33	related	relate	VERB
easat-5281	29	34	to	to	ADP
easat-5281	29	35	certain	certain	ADJ
easat-5281	29	36	products	product	NOUN
easat-5281	29	37	or	or	CCONJ
easat-5281	29	38	services	service	NOUN
easat-5281	29	39	.	.	PUNCT
easat-5281	30	1	ewom	ewom	NOUN
easat-5281	30	2	can	can	AUX
easat-5281	30	3	occur	occur	VERB
easat-5281	30	4	in	in	ADP
easat-5281	30	5	several	several	ADJ
easat-5281	30	6	conditions	condition	NOUN
easat-5281	30	7	,	,	PUNCT
easat-5281	30	8	such	such	ADJ
easat-5281	30	9	as	as	ADP
easat-5281	30	10	when	when	SCONJ
easat-5281	30	11	consumers	consumer	NOUN
easat-5281	30	12	post	post	VERB
easat-5281	30	13	their	their	PRON
easat-5281	30	14	reviews	review	NOUN
easat-5281	30	15	and	and	CCONJ
easat-5281	30	16	opinions	opinion	NOUN
easat-5281	30	17	about	about	ADP
easat-5281	30	18	a	a	DET
easat-5281	30	19	product	product	NOUN
easat-5281	30	20	or	or	CCONJ
easat-5281	30	21	service	service	NOUN
easat-5281	30	22	on	on	ADP
easat-5281	30	23	blogs	blog	NOUN
easat-5281	30	24	,	,	PUNCT
easat-5281	30	25	websites	website	NOUN
easat-5281	30	26	,	,	PUNCT
easat-5281	30	27	social	social	ADJ
easat-5281	30	28	networks	network	NOUN
easat-5281	30	29	,	,	PUNCT
easat-5281	30	30	discussion	discussion	NOUN
easat-5281	30	31	forums	forum	NOUN
easat-5281	30	32	,	,	PUNCT
easat-5281	30	33	or	or	CCONJ
easat-5281	30	34	review	review	VERB
easat-5281	30	35	features	feature	VERB
easat-5281	30	36	[	[	X
easat-5281	30	37	7	7	NUM
easat-5281	30	38	,	,	PUNCT
easat-5281	30	39	8	8	NUM
easat-5281	30	40	]	]	PUNCT
easat-5281	30	41	.	.	PUNCT
easat-5281	31	1	given	give	VERB
easat-5281	31	2	these	these	DET
easat-5281	31	3	conditions	condition	NOUN
easat-5281	31	4	,	,	PUNCT
easat-5281	31	5	a	a	DET
easat-5281	31	6	number	number	NOUN
easat-5281	31	7	of	of	ADP
easat-5281	31	8	phenomena	phenomenon	NOUN
easat-5281	31	9	encourage	encourage	VERB
easat-5281	31	10	the	the	DET
easat-5281	31	11	occurrence	occurrence	NOUN
easat-5281	31	12	of	of	ADP
easat-5281	31	13	ewom	ewom	NOUN
easat-5281	31	14	today	today	NOUN
easat-5281	31	15	.	.	PUNCT
easat-5281	32	1	these	these	PRON
easat-5281	32	2	include	include	VERB
easat-5281	32	3	the	the	DET
easat-5281	32	4	prevalence	prevalence	NOUN
easat-5281	32	5	of	of	ADP
easat-5281	32	6	e	e	NOUN
easat-5281	32	7	-	-	NOUN
easat-5281	32	8	commerce	commerce	NOUN
easat-5281	32	9	and	and	CCONJ
easat-5281	32	10	its	its	PRON
easat-5281	32	11	features	feature	NOUN
easat-5281	32	12	,	,	PUNCT
easat-5281	32	13	such	such	ADJ
easat-5281	32	14	as	as	ADP
easat-5281	32	15	the	the	DET
easat-5281	32	16	review	review	NOUN
easat-5281	32	17	feature	feature	NOUN
easat-5281	32	18	,	,	PUNCT
easat-5281	32	19	which	which	PRON
easat-5281	32	20	encourage	encourage	VERB
easat-5281	32	21	consumers	consumer	NOUN
easat-5281	32	22	to	to	PART
easat-5281	32	23	rely	rely	VERB
easat-5281	32	24	on	on	ADP
easat-5281	32	25	e	e	NOUN
easat-5281	32	26	-	-	NOUN
easat-5281	32	27	commerce	commerce	ADJ
easat-5281	32	28	online	online	ADJ
easat-5281	32	29	platforms	platform	NOUN
easat-5281	32	30	for	for	ADP
easat-5281	32	31	product	product	NOUN
easat-5281	32	32	and	and	CCONJ
easat-5281	32	33	service	service	NOUN
easat-5281	32	34	search	search	NOUN
easat-5281	32	35	,	,	PUNCT
easat-5281	32	36	comparison	comparison	NOUN
easat-5281	32	37	,	,	PUNCT
easat-5281	32	38	debate	debate	NOUN
easat-5281	32	39	,	,	PUNCT
easat-5281	32	40	and	and	CCONJ
easat-5281	32	41	purchase	purchase	NOUN
easat-5281	32	42	.	.	PUNCT
easat-5281	33	1	in	in	ADP
easat-5281	33	2	this	this	DET
easat-5281	33	3	context	context	NOUN
easat-5281	33	4	,	,	PUNCT
easat-5281	33	5	e	e	NOUN
easat-5281	33	6	-	-	NOUN
easat-5281	33	7	commerce	commerce	NOUN
easat-5281	33	8	is	be	AUX
easat-5281	33	9	one	one	NUM
easat-5281	33	10	of	of	ADP
easat-5281	33	11	the	the	DET
easat-5281	33	12	places	place	NOUN
easat-5281	33	13	where	where	SCONJ
easat-5281	33	14	ewom	ewom	NOUN
easat-5281	33	15	can	can	AUX
easat-5281	33	16	occur	occur	VERB
easat-5281	33	17	,	,	PUNCT
easat-5281	33	18	where	where	SCONJ
easat-5281	33	19	consumer	consumer	NOUN
easat-5281	33	20	reviews	review	NOUN
easat-5281	33	21	,	,	PUNCT
easat-5281	33	22	comments	comment	NOUN
easat-5281	33	23	,	,	PUNCT
easat-5281	33	24	and	and	CCONJ
easat-5281	33	25	recommendations	recommendation	NOUN
easat-5281	33	26	are	be	AUX
easat-5281	33	27	shared	share	VERB
easat-5281	33	28	through	through	ADP
easat-5281	33	29	e	e	NOUN
easat-5281	33	30	-	-	NOUN
easat-5281	33	31	commerce	commerce	NOUN
easat-5281	33	32	[	[	X
easat-5281	33	33	9	9	NUM
easat-5281	33	34	]	]	PUNCT
easat-5281	33	35	.	.	PUNCT
easat-5281	34	1	shopee	shopee	NOUN
easat-5281	34	2	ecommerce	ecommerce	NOUN
easat-5281	34	3	is	be	AUX
easat-5281	34	4	one	one	NUM
easat-5281	34	5	of	of	ADP
easat-5281	34	6	the	the	DET
easat-5281	34	7	indonesian	indonesian	ADJ
easat-5281	34	8	e	e	PROPN
easat-5281	34	9	-	-	NOUN
easat-5281	34	10	commerce	commerce	NOUN
easat-5281	34	11	sites	site	NOUN
easat-5281	34	12	that	that	PRON
easat-5281	34	13	attracts	attract	VERB
easat-5281	34	14	consumers	consumer	NOUN
easat-5281	34	15	'	'	PART
easat-5281	34	16	attention	attention	NOUN
easat-5281	34	17	.	.	PUNCT
easat-5281	35	1	data	datum	NOUN
easat-5281	35	2	from	from	ADP
easat-5281	35	3	hootsuite	hootsuite	PROPN
easat-5281	35	4	2023	2023	NUM
easat-5281	35	5	shows	show	VERB
easat-5281	35	6	that	that	SCONJ
easat-5281	35	7	shopee	shopee	NOUN
easat-5281	35	8	is	be	AUX
easat-5281	35	9	the	the	DET
easat-5281	35	10	marketplace	marketplace	NOUN
easat-5281	35	11	category	category	NOUN
easat-5281	35	12	e	e	NOUN
easat-5281	35	13	-	-	PROPN
easat-5281	35	14	commerce	commerce	NOUN
easat-5281	35	15	site	site	NOUN
easat-5281	35	16	with	with	ADP
easat-5281	35	17	the	the	DET
easat-5281	35	18	most	most	ADJ
easat-5281	35	19	visitors	visitor	NOUN
easat-5281	35	20	in	in	ADP
easat-5281	35	21	indonesia	indonesia	PROPN
easat-5281	35	22	,	,	PUNCT
easat-5281	35	23	surpassing	surpass	VERB
easat-5281	35	24	its	its	PRON
easat-5281	35	25	main	main	ADJ
easat-5281	35	26	rival	rival	NOUN
easat-5281	35	27	,	,	PUNCT
easat-5281	35	28	tokopedia	tokopedia	PROPN
easat-5281	36	1	[	[	X
easat-5281	36	2	10	10	NUM
easat-5281	36	3	]	]	PUNCT
easat-5281	36	4	.	.	PUNCT
easat-5281	37	1	business	business	NOUN
easat-5281	37	2	people	people	NOUN
easat-5281	37	3	also	also	ADV
easat-5281	37	4	take	take	VERB
easat-5281	37	5	advantage	advantage	NOUN
easat-5281	37	6	of	of	ADP
easat-5281	37	7	the	the	DET
easat-5281	37	8	massive	massive	ADJ
easat-5281	37	9	market	market	NOUN
easat-5281	37	10	opportunity	opportunity	NOUN
easat-5281	37	11	in	in	ADP
easat-5281	37	12	shopee	shopee	NOUN
easat-5281	37	13	e	e	NOUN
easat-5281	37	14	-	-	NOUN
easat-5281	37	15	commerce	commerce	NOUN
easat-5281	37	16	,	,	PUNCT
easat-5281	37	17	using	use	VERB
easat-5281	37	18	it	it	PRON
easat-5281	37	19	as	as	ADP
easat-5281	37	20	a	a	DET
easat-5281	37	21	medium	medium	NOUN
easat-5281	37	22	to	to	PART
easat-5281	37	23	sell	sell	VERB
easat-5281	37	24	their	their	PRON
easat-5281	37	25	products	product	NOUN
easat-5281	37	26	or	or	CCONJ
easat-5281	37	27	services	service	NOUN
easat-5281	37	28	online	online	ADV
easat-5281	37	29	.	.	PUNCT
easat-5281	38	1	this	this	PRON
easat-5281	38	2	is	be	AUX
easat-5281	38	3	utilized	utilize	VERB
easat-5281	38	4	by	by	ADP
easat-5281	38	5	one	one	NUM
easat-5281	38	6	of	of	ADP
easat-5281	38	7	indonesia	indonesia	PROPN
easat-5281	38	8	's	's	PART
easat-5281	38	9	body	body	NOUN
easat-5281	38	10	care	care	NOUN
easat-5281	38	11	brands	brand	NOUN
easat-5281	38	12	,	,	PUNCT
easat-5281	38	13	iswhite	iswhite	ADJ
easat-5281	38	14	.	.	PUNCT
easat-5281	39	1	not	not	PART
easat-5281	39	2	only	only	ADV
easat-5281	39	3	that	that	PRON
easat-5281	39	4	,	,	PUNCT
easat-5281	39	5	iswhite	iswhite	PROPN
easat-5281	39	6	has	have	AUX
easat-5281	39	7	made	make	VERB
easat-5281	39	8	an	an	DET
easat-5281	39	9	achievement	achievement	NOUN
easat-5281	39	10	as	as	ADP
easat-5281	39	11	a	a	DET
easat-5281	39	12	beauty	beauty	NOUN
easat-5281	39	13	product	product	NOUN
easat-5281	39	14	brand	brand	NOUN
easat-5281	39	15	with	with	ADP
easat-5281	39	16	the	the	DET
easat-5281	39	17	top	top	ADJ
easat-5281	39	18	innovation	innovation	NOUN
easat-5281	39	19	choice	choice	NOUN
easat-5281	39	20	award	award	NOUN
easat-5281	39	21	in	in	ADP
easat-5281	39	22	2024	2024	NUM
easat-5281	39	23	.	.	PUNCT
easat-5281	40	1	through	through	ADP
easat-5281	40	2	the	the	DET
easat-5281	40	3	innovation	innovation	NOUN
easat-5281	40	4	of	of	ADP
easat-5281	40	5	its	its	PRON
easat-5281	40	6	flagship	flagship	NOUN
easat-5281	40	7	product	product	NOUN
easat-5281	40	8	,	,	PUNCT
easat-5281	40	9	the	the	DET
easat-5281	40	10	whitening	whiten	VERB
easat-5281	40	11	ultimate	ultimate	ADJ
easat-5281	40	12	body	body	NOUN
easat-5281	40	13	mask	mask	NOUN
easat-5281	40	14	,	,	PUNCT
easat-5281	40	15	iswhite	iswhite	PROPN
easat-5281	40	16	managed	manage	VERB
easat-5281	40	17	to	to	PART
easat-5281	40	18	sell	sell	VERB
easat-5281	40	19	more	more	ADJ
easat-5281	40	20	than	than	ADP
easat-5281	40	21	300,000	300,000	NUM
easat-5281	40	22	pieces	piece	NOUN
easat-5281	40	23	in	in	ADP
easat-5281	40	24	the	the	DET
easat-5281	40	25	shopee	shopee	NOUN
easat-5281	40	26	marketplace	marketplace	NOUN
easat-5281	40	27	while	while	SCONJ
easat-5281	40	28	getting	get	VERB
easat-5281	40	29	the	the	DET
easat-5281	40	30	award	award	NOUN
easat-5281	40	31	as	as	ADP
easat-5281	40	32	the	the	DET
easat-5281	40	33	number	number	NOUN
easat-5281	40	34	one	one	NUM
easat-5281	40	35	best	good	ADJ
easat-5281	40	36	body	body	NOUN
easat-5281	40	37	mask	mask	NOUN
easat-5281	40	38	in	in	ADP
easat-5281	40	39	indonesia	indonesia	PROPN
easat-5281	40	40	.	.	PUNCT
easat-5281	41	1	this	this	DET
easat-5281	41	2	phenomenon	phenomenon	NOUN
easat-5281	41	3	sparked	spark	VERB
easat-5281	41	4	positive	positive	ADJ
easat-5281	41	5	conversations	conversation	NOUN
easat-5281	41	6	and	and	CCONJ
easat-5281	41	7	led	lead	VERB
easat-5281	41	8	to	to	ADP
easat-5281	41	9	the	the	DET
easat-5281	41	10	spread	spread	NOUN
easat-5281	41	11	of	of	ADP
easat-5281	41	12	ewom	ewom	NOUN
easat-5281	41	13	through	through	ADP
easat-5281	41	14	e	e	NOUN
easat-5281	41	15	-	-	NOUN
easat-5281	41	16	commerce	commerce	NOUN
easat-5281	41	17	on	on	ADP
easat-5281	41	18	the	the	DET
easat-5281	41	19	iswhite	iswhite	PROPN
easat-5281	41	20	shopee	shopee	PROPN
easat-5281	41	21	account	account	NOUN
easat-5281	41	22	.	.	PUNCT
easat-5281	42	1	around	around	ADV
easat-5281	42	2	15	15	NUM
easat-5281	42	3	thousand	thousand	NUM
easat-5281	42	4	to	to	PART
easat-5281	42	5	26	26	NUM
easat-5281	42	6	thousand	thousand	NUM
easat-5281	42	7	reviews	review	NOUN
easat-5281	42	8	about	about	ADP
easat-5281	42	9	iswhite	iswhite	PROPN
easat-5281	42	10	's	's	PART
easat-5281	42	11	whitening	whiten	VERB
easat-5281	42	12	ultimate	ultimate	ADJ
easat-5281	42	13	body	body	NOUN
easat-5281	42	14	mask	mask	NOUN
easat-5281	42	15	are	be	AUX
easat-5281	42	16	scattered	scatter	VERB
easat-5281	42	17	in	in	ADP
easat-5281	42	18	the	the	DET
easat-5281	42	19	review	review	NOUN
easat-5281	42	20	feature	feature	NOUN
easat-5281	42	21	on	on	ADP
easat-5281	42	22	the	the	DET
easat-5281	42	23	iswhite	iswhite	PROPN
easat-5281	42	24	shopee	shopee	PROPN
easat-5281	42	25	account	account	NOUN
easat-5281	42	26	.	.	PUNCT
easat-5281	43	1	moreover	moreover	ADV
easat-5281	43	2	,	,	PUNCT
easat-5281	43	3	it	it	PRON
easat-5281	43	4	's	be	AUX
easat-5281	43	5	important	important	ADJ
easat-5281	43	6	to	to	PART
easat-5281	43	7	note	note	VERB
easat-5281	43	8	that	that	SCONJ
easat-5281	43	9	both	both	CCONJ
easat-5281	43	10	a	a	DET
easat-5281	43	11	brand	brand	NOUN
easat-5281	43	12	and	and	CCONJ
easat-5281	43	13	a	a	DET
easat-5281	43	14	company	company	NOUN
easat-5281	43	15	consider	consider	VERB
easat-5281	43	16	purchasing	purchase	VERB
easat-5281	43	17	decisions	decision	NOUN
easat-5281	43	18	as	as	ADP
easat-5281	43	19	an	an	DET
easat-5281	43	20	integral	integral	ADJ
easat-5281	43	21	part	part	NOUN
easat-5281	43	22	of	of	ADP
easat-5281	43	23	their	their	PRON
easat-5281	43	24	business	business	NOUN
easat-5281	43	25	operations	operation	NOUN
easat-5281	43	26	.	.	PUNCT
easat-5281	44	1	this	this	PRON
easat-5281	44	2	is	be	AUX
easat-5281	44	3	based	base	VERB
easat-5281	44	4	on	on	ADP
easat-5281	44	5	previous	previous	ADJ
easat-5281	44	6	research	research	NOUN
easat-5281	44	7	conducted	conduct	VERB
easat-5281	44	8	by	by	ADP
easat-5281	44	9	kapferer	kapferer	NOUN
easat-5281	44	10	and	and	CCONJ
easat-5281	44	11	laurent	laurent	NOUN
easat-5281	44	12	[	[	X
easat-5281	44	13	11	11	NUM
easat-5281	44	14	]	]	PUNCT
easat-5281	44	15	and	and	CCONJ
easat-5281	44	16	adnan	adnan	PROPN
easat-5281	45	1	[	[	X
easat-5281	45	2	12	12	NUM
easat-5281	45	3	]	]	PUNCT
easat-5281	45	4	which	which	PRON
easat-5281	45	5	found	find	VERB
easat-5281	45	6	that	that	SCONJ
easat-5281	45	7	the	the	DET
easat-5281	45	8	pleasure	pleasure	NOUN
easat-5281	45	9	of	of	ADP
easat-5281	45	10	buying	buy	VERB
easat-5281	45	11	a	a	DET
easat-5281	45	12	product	product	NOUN
easat-5281	45	13	is	be	AUX
easat-5281	45	14	one	one	NUM
easat-5281	45	15	of	of	ADP
easat-5281	45	16	the	the	DET
easat-5281	45	17	five	five	NUM
easat-5281	45	18	dimensions	dimension	NOUN
easat-5281	45	19	used	use	VERB
easat-5281	45	20	to	to	PART
easat-5281	45	21	determine	determine	VERB
easat-5281	45	22	the	the	DET
easat-5281	45	23	involvement	involvement	NOUN
easat-5281	45	24	of	of	ADP
easat-5281	45	25	a	a	DET
easat-5281	45	26	product	product	NOUN
easat-5281	45	27	purchase	purchase	NOUN
easat-5281	45	28	decision	decision	NOUN
easat-5281	45	29	.	.	PUNCT
easat-5281	46	1	not	not	PART
easat-5281	46	2	only	only	ADV
easat-5281	46	3	that	that	PRON
easat-5281	46	4	,	,	PUNCT
easat-5281	46	5	adnan	adnan	PROPN
easat-5281	46	6	(	(	PUNCT
easat-5281	46	7	2019	2019	NUM
easat-5281	46	8	)	)	PUNCT
easat-5281	46	9	also	also	ADV
easat-5281	46	10	proved	prove	VERB
easat-5281	46	11	that	that	SCONJ
easat-5281	46	12	purchasing	purchasing	NOUN
easat-5281	46	13	decisions	decision	NOUN
easat-5281	46	14	affect	affect	VERB
easat-5281	46	15	consumer	consumer	NOUN
easat-5281	46	16	loyalty	loyalty	NOUN
easat-5281	46	17	.	.	PUNCT
easat-5281	47	1	through	through	ADP
easat-5281	47	2	this	this	DET
easat-5281	47	3	phenomenon	phenomenon	NOUN
easat-5281	47	4	,	,	PUNCT
easat-5281	47	5	it	it	PRON
easat-5281	47	6	can	can	AUX
easat-5281	47	7	be	be	AUX
easat-5281	47	8	interpreted	interpret	VERB
easat-5281	47	9	that	that	SCONJ
easat-5281	47	10	consumers	consumer	NOUN
easat-5281	47	11	do	do	AUX
easat-5281	47	12	not	not	PART
easat-5281	47	13	only	only	ADV
easat-5281	47	14	stop	stop	VERB
easat-5281	47	15	at	at	ADP
easat-5281	47	16	the	the	DET
easat-5281	47	17	time	time	NOUN
easat-5281	47	18	of	of	ADP
easat-5281	47	19	the	the	DET
easat-5281	47	20	purchase	purchase	NOUN
easat-5281	47	21	decision	decision	NOUN
easat-5281	47	22	,	,	PUNCT
easat-5281	47	23	but	but	CCONJ
easat-5281	47	24	there	there	PRON
easat-5281	47	25	are	be	VERB
easat-5281	47	26	indications	indication	NOUN
easat-5281	47	27	that	that	SCONJ
easat-5281	47	28	consumers	consumer	NOUN
easat-5281	47	29	have	have	AUX
easat-5281	47	30	pleasure	pleasure	NOUN
easat-5281	47	31	in	in	ADP
easat-5281	47	32	buying	buy	VERB
easat-5281	47	33	products	product	NOUN
easat-5281	47	34	.	.	PUNCT
easat-5281	48	1	the	the	DET
easat-5281	48	2	observation	observation	NOUN
easat-5281	48	3	of	of	ADP
easat-5281	48	4	positive	positive	ADJ
easat-5281	48	5	conversations	conversation	NOUN
easat-5281	48	6	on	on	ADP
easat-5281	48	7	the	the	DET
easat-5281	48	8	shopee	shopee	NOUN
easat-5281	48	9	e	e	PROPN
easat-5281	48	10	-	-	NOUN
easat-5281	48	11	commerce	commerce	ADJ
easat-5281	48	12	review	review	NOUN
easat-5281	48	13	feature	feature	NOUN
easat-5281	48	14	,	,	PUNCT
easat-5281	48	15	coupled	couple	VERB
easat-5281	48	16	with	with	ADP
easat-5281	48	17	iswhite	iswhite	PROPN
easat-5281	48	18	's	's	PART
easat-5281	48	19	notable	notable	ADJ
easat-5281	48	20	achievements	achievement	NOUN
easat-5281	48	21	in	in	ADP
easat-5281	48	22	product	product	NOUN
easat-5281	48	23	innovation	innovation	NOUN
easat-5281	48	24	,	,	PUNCT
easat-5281	48	25	serves	serve	VERB
easat-5281	48	26	as	as	ADP
easat-5281	48	27	the	the	DET
easat-5281	48	28	objective	objective	ADJ
easat-5281	48	29	basis	basis	NOUN
easat-5281	48	30	for	for	ADP
easat-5281	48	31	this	this	DET
easat-5281	48	32	study	study	NOUN
easat-5281	48	33	.	.	PUNCT
easat-5281	49	1	it	it	PRON
easat-5281	49	2	aims	aim	VERB
easat-5281	49	3	to	to	PART
easat-5281	49	4	investigate	investigate	VERB
easat-5281	49	5	how	how	SCONJ
easat-5281	49	6	the	the	DET
easat-5281	49	7	ewom	ewom	NOUN
easat-5281	49	8	phenomenon	phenomenon	NOUN
easat-5281	49	9	and	and	CCONJ
easat-5281	49	10	product	product	NOUN
easat-5281	49	11	innovation	innovation	NOUN
easat-5281	49	12	can	can	AUX
easat-5281	49	13	influence	influence	VERB
easat-5281	49	14	purchasing	purchasing	NOUN
easat-5281	49	15	decisions	decision	NOUN
easat-5281	49	16	,	,	PUNCT
easat-5281	49	17	and	and	CCONJ
easat-5281	49	18	how	how	SCONJ
easat-5281	49	19	these	these	DET
easat-5281	49	20	decisions	decision	NOUN
easat-5281	49	21	can	can	AUX
easat-5281	49	22	impact	impact	VERB
easat-5281	49	23	consumer	consumer	NOUN
easat-5281	49	24	loyalty	loyalty	NOUN
easat-5281	49	25	.	.	PUNCT
easat-5281	50	1	this	this	DET
easat-5281	50	2	research	research	NOUN
easat-5281	50	3	marks	mark	VERB
easat-5281	50	4	a	a	DET
easat-5281	50	5	significant	significant	ADJ
easat-5281	50	6	departure	departure	NOUN
easat-5281	50	7	from	from	ADP
easat-5281	50	8	previous	previous	ADJ
easat-5281	50	9	studies	study	NOUN
easat-5281	50	10	.	.	PUNCT
easat-5281	51	1	this	this	DET
easat-5281	51	2	research	research	NOUN
easat-5281	51	3	focuses	focus	VERB
easat-5281	51	4	on	on	ADP
easat-5281	51	5	how	how	SCONJ
easat-5281	51	6	ewom	ewom	NOUN
easat-5281	51	7	and	and	CCONJ
easat-5281	51	8	product	product	NOUN
easat-5281	51	9	innovation	innovation	NOUN
easat-5281	51	10	play	play	VERB
easat-5281	51	11	an	an	DET
easat-5281	51	12	important	important	ADJ
easat-5281	51	13	role	role	NOUN
easat-5281	51	14	in	in	ADP
easat-5281	51	15	purchasing	purchase	VERB
easat-5281	51	16	decisions	decision	NOUN
easat-5281	51	17	and	and	CCONJ
easat-5281	51	18	how	how	SCONJ
easat-5281	51	19	purchasing	purchasing	NOUN
easat-5281	51	20	decisions	decision	NOUN
easat-5281	51	21	influence	influence	VERB
easat-5281	51	22	consumer	consumer	NOUN
easat-5281	51	23	loyalty	loyalty	NOUN
easat-5281	51	24	in	in	ADP
easat-5281	51	25	the	the	DET
easat-5281	51	26	beauty	beauty	NOUN
easat-5281	51	27	industry	industry	NOUN
easat-5281	51	28	,	,	PUNCT
easat-5281	51	29	especially	especially	ADV
easat-5281	51	30	for	for	ADP
easat-5281	51	31	body	body	NOUN
easat-5281	51	32	care	care	NOUN
easat-5281	51	33	products	product	NOUN
easat-5281	51	34	in	in	ADP
easat-5281	51	35	e	e	NOUN
easat-5281	51	36	-	-	NOUN
easat-5281	51	37	commerce	commerce	NOUN
easat-5281	51	38	.	.	PUNCT
easat-5281	52	1	while	while	SCONJ
easat-5281	52	2	previous	previous	ADJ
easat-5281	52	3	studies	study	NOUN
easat-5281	52	4	have	have	AUX
easat-5281	52	5	primarily	primarily	ADV
easat-5281	52	6	focused	focus	VERB
easat-5281	52	7	on	on	ADP
easat-5281	52	8	the	the	DET
easat-5281	52	9	food	food	NOUN
easat-5281	52	10	or	or	CCONJ
easat-5281	52	11	service	service	NOUN
easat-5281	52	12	industry	industry	NOUN
easat-5281	52	13	through	through	ADP
easat-5281	52	14	social	social	ADJ
easat-5281	52	15	media	medium	NOUN
easat-5281	52	16	,	,	PUNCT
easat-5281	52	17	this	this	DET
easat-5281	52	18	research	research	NOUN
easat-5281	52	19	delves	delve	VERB
easat-5281	52	20	deeper	deeply	ADV
easat-5281	52	21	into	into	ADP
easat-5281	52	22	the	the	DET
easat-5281	52	23	role	role	NOUN
easat-5281	52	24	of	of	ADP
easat-5281	52	25	ewom	ewom	NOUN
easat-5281	52	26	and	and	CCONJ
easat-5281	52	27	product	product	NOUN
easat-5281	52	28	innovation	innovation	NOUN
easat-5281	52	29	in	in	ADP
easat-5281	52	30	purchasing	purchasing	NOUN
easat-5281	52	31	decisions	decision	NOUN
easat-5281	52	32	.	.	PUNCT
easat-5281	53	1	not	not	PART
easat-5281	53	2	only	only	ADV
easat-5281	53	3	that	that	PRON
easat-5281	53	4	,	,	PUNCT
easat-5281	53	5	this	this	DET
easat-5281	53	6	research	research	NOUN
easat-5281	53	7	also	also	ADV
easat-5281	53	8	focuses	focus	VERB
easat-5281	53	9	more	more	ADJ
easat-5281	53	10	on	on	ADP
easat-5281	53	11	the	the	DET
easat-5281	53	12	theory	theory	NOUN
easat-5281	53	13	of	of	ADP
easat-5281	53	14	planned	plan	VERB
easat-5281	53	15	behavior	behavior	NOUN
easat-5281	53	16	perspective	perspective	NOUN
easat-5281	53	17	,	,	PUNCT
easat-5281	53	18	which	which	PRON
easat-5281	53	19	is	be	AUX
easat-5281	53	20	different	different	ADJ
easat-5281	53	21	from	from	ADP
easat-5281	53	22	previous	previous	ADJ
easat-5281	53	23	studies	study	NOUN
easat-5281	53	24	that	that	PRON
easat-5281	53	25	used	use	VERB
easat-5281	53	26	diffusion	diffusion	NOUN
easat-5281	53	27	of	of	ADP
easat-5281	53	28	innovation	innovation	NOUN
easat-5281	53	29	theory	theory	NOUN
easat-5281	53	30	and	and	CCONJ
easat-5281	53	31	marketing	marketing	NOUN
easat-5281	53	32	behavior	behavior	NOUN
easat-5281	53	33	theory	theory	NOUN
easat-5281	53	34	.	.	PUNCT
easat-5281	54	1	based	base	VERB
easat-5281	54	2	on	on	ADP
easat-5281	54	3	the	the	DET
easat-5281	54	4	explanation	explanation	NOUN
easat-5281	54	5	that	that	PRON
easat-5281	54	6	has	have	AUX
easat-5281	54	7	been	be	AUX
easat-5281	54	8	given	give	VERB
easat-5281	54	9	,	,	PUNCT
easat-5281	54	10	it	it	PRON
easat-5281	54	11	can	can	AUX
easat-5281	54	12	be	be	AUX
easat-5281	54	13	concluded	conclude	VERB
easat-5281	54	14	that	that	SCONJ
easat-5281	54	15	this	this	DET
easat-5281	54	16	study	study	NOUN
easat-5281	54	17	wants	want	VERB
easat-5281	54	18	to	to	PART
easat-5281	54	19	show	show	VERB
easat-5281	54	20	the	the	DET
easat-5281	54	21	effect	effect	NOUN
easat-5281	54	22	of	of	ADP
easat-5281	54	23	ewom	ewom	NOUN
easat-5281	54	24	and	and	CCONJ
easat-5281	54	25	product	product	NOUN
easat-5281	54	26	innovation	innovation	NOUN
easat-5281	54	27	on	on	ADP
easat-5281	54	28	purchasing	purchase	VERB
easat-5281	54	29	decisions	decision	NOUN
easat-5281	54	30	and	and	CCONJ
easat-5281	54	31	how	how	SCONJ
easat-5281	54	32	they	they	PRON
easat-5281	54	33	impact	impact	VERB
easat-5281	54	34	consumer	consumer	NOUN
easat-5281	54	35	loyalty	loyalty	NOUN
easat-5281	54	36	.	.	PUNCT
easat-5281	55	1	2	2	X
easat-5281	55	2	.	.	X
easat-5281	55	3	literature	literature	NOUN
easat-5281	55	4	review	review	VERB
easat-5281	55	5	2.1	2.1	NUM
easat-5281	55	6	.	.	PUNCT
easat-5281	56	1	theory	theory	NOUN
easat-5281	56	2	of	of	ADP
easat-5281	56	3	planned	plan	VERB
easat-5281	56	4	behavior	behavior	NOUN
easat-5281	56	5	the	the	DET
easat-5281	56	6	use	use	NOUN
easat-5281	56	7	of	of	ADP
easat-5281	56	8	theory	theory	NOUN
easat-5281	56	9	in	in	ADP
easat-5281	56	10	research	research	NOUN
easat-5281	56	11	primarily	primarily	ADV
easat-5281	56	12	aims	aim	VERB
easat-5281	56	13	to	to	PART
easat-5281	56	14	help	help	VERB
easat-5281	56	15	predict	predict	VERB
easat-5281	56	16	and	and	CCONJ
easat-5281	56	17	explain	explain	VERB
easat-5281	56	18	the	the	DET
easat-5281	56	19	phenomena	phenomenon	NOUN
easat-5281	56	20	that	that	PRON
easat-5281	56	21	occur	occur	VERB
easat-5281	56	22	in	in	ADP
easat-5281	56	23	the	the	DET
easat-5281	56	24	study	study	NOUN
easat-5281	56	25	.	.	PUNCT
easat-5281	57	1	the	the	DET
easat-5281	57	2	theory	theory	NOUN
easat-5281	57	3	used	use	VERB
easat-5281	57	4	in	in	ADP
easat-5281	57	5	this	this	DET
easat-5281	57	6	study	study	NOUN
easat-5281	57	7	is	be	AUX
easat-5281	57	8	planned	plan	VERB
easat-5281	57	9	behavior	behavior	NOUN
easat-5281	57	10	theory	theory	NOUN
easat-5281	57	11	.	.	PUNCT
easat-5281	58	1	indeed	indeed	ADV
easat-5281	58	2	,	,	PUNCT
easat-5281	58	3	planned	planned	ADJ
easat-5281	58	4	behavior	behavior	NOUN
easat-5281	58	5	theory	theory	NOUN
easat-5281	58	6	(	(	PUNCT
easat-5281	58	7	tpb	tpb	NOUN
easat-5281	58	8	)	)	PUNCT
easat-5281	58	9	is	be	AUX
easat-5281	58	10	derived	derive	VERB
easat-5281	58	11	from	from	ADP
easat-5281	58	12	the	the	DET
easat-5281	58	13	theories	theory	NOUN
easat-5281	58	14	of	of	ADP
easat-5281	58	15	multiattribute	multiattribute	NOUN
easat-5281	58	16	attitude	attitude	NOUN
easat-5281	58	17	(	(	PUNCT
easat-5281	58	18	tma	tma	PROPN
easat-5281	58	19	)	)	PUNCT
easat-5281	58	20	and	and	CCONJ
easat-5281	58	21	reasoned	reason	VERB
easat-5281	58	22	action	action	NOUN
easat-5281	58	23	(	(	PUNCT
easat-5281	58	24	tra	tra	NOUN
easat-5281	58	25	)	)	PUNCT
easat-5281	58	26	,	,	PUNCT
easat-5281	58	27	which	which	PRON
easat-5281	58	28	were	be	AUX
easat-5281	58	29	discovered	discover	VERB
easat-5281	58	30	by	by	ADP
easat-5281	58	31	ajzen	ajzen	NOUN
easat-5281	58	32	and	and	CCONJ
easat-5281	58	33	fishbein	fishbein	NOUN
easat-5281	59	1	[	[	X
easat-5281	59	2	13	13	NUM
easat-5281	59	3	]	]	PUNCT
easat-5281	59	4	.	.	PUNCT
easat-5281	60	1	this	this	DET
easat-5281	60	2	theory	theory	NOUN
easat-5281	60	3	was	be	AUX
easat-5281	60	4	designed	design	VERB
easat-5281	60	5	in	in	ADP
easat-5281	60	6	1975–1980	1975–1980	NUM
easat-5281	60	7	to	to	PART
easat-5281	60	8	predict	predict	VERB
easat-5281	60	9	662	662	NUM
easat-5281	60	10	edelweiss	edelweiss	PROPN
easat-5281	60	11	applied	apply	VERB
easat-5281	60	12	science	science	NOUN
easat-5281	60	13	and	and	CCONJ
easat-5281	60	14	technology	technology	NOUN
easat-5281	60	15	issn	issn	PROPN
easat-5281	60	16	:	:	PUNCT
easat-5281	60	17	2576	2576	NUM
easat-5281	60	18	-	-	SYM
easat-5281	60	19	8484	8484	NUM
easat-5281	60	20	vol	vol	NOUN
easat-5281	60	21	.	.	PROPN
easat-5281	61	1	9	9	NUM
easat-5281	61	2	,	,	PUNCT
easat-5281	61	3	no	no	INTJ
easat-5281	61	4	.	.	NOUN
easat-5281	62	1	3	3	NUM
easat-5281	62	2	:	:	PUNCT
easat-5281	62	3	660	660	NUM
easat-5281	62	4	-	-	NUM
easat-5281	62	5	679	679	NUM
easat-5281	62	6	,	,	PUNCT
easat-5281	62	7	2025	2025	NUM
easat-5281	62	8	doi	doi	NOUN
easat-5281	62	9	:	:	PUNCT
easat-5281	62	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	62	11	©	©	ADP
easat-5281	62	12	2025	2025	NUM
easat-5281	62	13	by	by	ADP
easat-5281	62	14	the	the	DET
easat-5281	62	15	authors	author	NOUN
easat-5281	62	16	;	;	PUNCT
easat-5281	62	17	licensee	licensee	PROPN
easat-5281	62	18	learning	learning	NOUN
easat-5281	62	19	gate	gate	VERB
easat-5281	62	20	volitional	volitional	ADJ
easat-5281	62	21	behavior	behavior	NOUN
easat-5281	62	22	or	or	CCONJ
easat-5281	62	23	decisions	decision	NOUN
easat-5281	62	24	while	while	SCONJ
easat-5281	62	25	understanding	understand	VERB
easat-5281	62	26	the	the	DET
easat-5281	62	27	psychological	psychological	ADJ
easat-5281	62	28	supporting	support	VERB
easat-5281	62	29	factors	factor	NOUN
easat-5281	62	30	[	[	X
easat-5281	62	31	14	14	NUM
easat-5281	62	32	]	]	PUNCT
easat-5281	62	33	.	.	PUNCT
easat-5281	63	1	initially	initially	ADV
easat-5281	63	2	,	,	PUNCT
easat-5281	63	3	the	the	DET
easat-5281	63	4	tra	tra	PROPN
easat-5281	63	5	model	model	NOUN
easat-5281	63	6	assumed	assume	VERB
easat-5281	63	7	that	that	SCONJ
easat-5281	63	8	all	all	DET
easat-5281	63	9	individual	individual	ADJ
easat-5281	63	10	behaviors	behavior	NOUN
easat-5281	63	11	have	have	VERB
easat-5281	63	12	the	the	DET
easat-5281	63	13	ability	ability	NOUN
easat-5281	63	14	to	to	PART
easat-5281	63	15	control	control	VERB
easat-5281	63	16	themselves	themselves	PRON
easat-5281	63	17	by	by	ADP
easat-5281	63	18	involving	involve	VERB
easat-5281	63	19	attitude	attitude	NOUN
easat-5281	63	20	,	,	PUNCT
easat-5281	63	21	normative	normative	ADJ
easat-5281	63	22	belief	belief	NOUN
easat-5281	63	23	,	,	PUNCT
easat-5281	63	24	and	and	CCONJ
easat-5281	63	25	behavioral	behavioral	ADJ
easat-5281	63	26	belief	belief	NOUN
easat-5281	63	27	[	[	X
easat-5281	63	28	15	15	NUM
easat-5281	63	29	]	]	PUNCT
easat-5281	63	30	.	.	PUNCT
easat-5281	64	1	but	but	CCONJ
easat-5281	64	2	over	over	ADP
easat-5281	64	3	time	time	NOUN
easat-5281	64	4	,	,	PUNCT
easat-5281	64	5	this	this	DET
easat-5281	64	6	theory	theory	NOUN
easat-5281	64	7	developed	develop	VERB
easat-5281	64	8	and	and	CCONJ
easat-5281	64	9	expanded	expand	VERB
easat-5281	64	10	,	,	PUNCT
easat-5281	64	11	giving	give	VERB
easat-5281	64	12	birth	birth	NOUN
easat-5281	64	13	to	to	ADP
easat-5281	64	14	the	the	DET
easat-5281	64	15	theory	theory	NOUN
easat-5281	64	16	of	of	ADP
easat-5281	64	17	planned	plan	VERB
easat-5281	64	18	behavior	behavior	NOUN
easat-5281	64	19	(	(	PUNCT
easat-5281	64	20	tpb	tpb	NOUN
easat-5281	64	21	)	)	PUNCT
easat-5281	64	22	.	.	PUNCT
easat-5281	65	1	it	it	PRON
easat-5281	65	2	is	be	AUX
easat-5281	65	3	known	know	VERB
easat-5281	65	4	that	that	SCONJ
easat-5281	65	5	tpb	tpb	NOUN
easat-5281	65	6	theory	theory	NOUN
easat-5281	65	7	develops	develop	VERB
easat-5281	65	8	into	into	ADP
easat-5281	65	9	six	six	NUM
easat-5281	65	10	variables	variable	NOUN
easat-5281	65	11	,	,	PUNCT
easat-5281	65	12	including	include	VERB
easat-5281	65	13	behavioral	behavioral	ADJ
easat-5281	65	14	beliefs	belief	NOUN
easat-5281	65	15	,	,	PUNCT
easat-5281	65	16	normative	normative	ADJ
easat-5281	65	17	beliefs	belief	NOUN
easat-5281	65	18	,	,	PUNCT
easat-5281	65	19	control	control	NOUN
easat-5281	65	20	beliefs	belief	NOUN
easat-5281	65	21	,	,	PUNCT
easat-5281	65	22	attitude	attitude	NOUN
easat-5281	65	23	toward	toward	ADP
easat-5281	65	24	the	the	DET
easat-5281	65	25	behavior	behavior	NOUN
easat-5281	65	26	,	,	PUNCT
easat-5281	65	27	subjective	subjective	ADJ
easat-5281	65	28	norms	norm	NOUN
easat-5281	65	29	,	,	PUNCT
easat-5281	65	30	and	and	CCONJ
easat-5281	65	31	perceived	perceive	VERB
easat-5281	65	32	behavioral	behavioral	ADJ
easat-5281	65	33	control	control	NOUN
easat-5281	66	1	[	[	X
easat-5281	66	2	16	16	NUM
easat-5281	66	3	]	]	PUNCT
easat-5281	66	4	.	.	PUNCT
easat-5281	67	1	this	this	DET
easat-5281	67	2	theory	theory	NOUN
easat-5281	67	3	aligns	align	VERB
easat-5281	67	4	with	with	ADP
easat-5281	67	5	our	our	PRON
easat-5281	67	6	research	research	NOUN
easat-5281	67	7	because	because	SCONJ
easat-5281	67	8	it	it	PRON
easat-5281	67	9	provides	provide	VERB
easat-5281	67	10	a	a	DET
easat-5281	67	11	comprehensive	comprehensive	ADJ
easat-5281	67	12	foundation	foundation	NOUN
easat-5281	67	13	for	for	ADP
easat-5281	67	14	the	the	DET
easat-5281	67	15	subject	subject	NOUN
easat-5281	67	16	under	under	ADP
easat-5281	67	17	investigation	investigation	NOUN
easat-5281	67	18	.	.	PUNCT
easat-5281	68	1	additionally	additionally	ADV
easat-5281	68	2	,	,	PUNCT
easat-5281	68	3	the	the	DET
easat-5281	68	4	variables	variable	NOUN
easat-5281	68	5	provided	provide	VERB
easat-5281	68	6	by	by	ADP
easat-5281	68	7	the	the	DET
easat-5281	68	8	theory	theory	NOUN
easat-5281	68	9	of	of	ADP
easat-5281	68	10	planned	plan	VERB
easat-5281	68	11	behavior	behavior	NOUN
easat-5281	68	12	(	(	PUNCT
easat-5281	68	13	tpb	tpb	NOUN
easat-5281	68	14	)	)	PUNCT
easat-5281	68	15	align	align	VERB
easat-5281	68	16	well	well	ADV
easat-5281	68	17	,	,	PUNCT
easat-5281	68	18	providing	provide	VERB
easat-5281	68	19	a	a	DET
easat-5281	68	20	solid	solid	ADJ
easat-5281	68	21	foundation	foundation	NOUN
easat-5281	68	22	for	for	ADP
easat-5281	68	23	understanding	understand	VERB
easat-5281	68	24	the	the	DET
easat-5281	68	25	phenomenon	phenomenon	NOUN
easat-5281	68	26	under	under	ADP
easat-5281	68	27	investigation	investigation	NOUN
easat-5281	68	28	.	.	PUNCT
easat-5281	69	1	departing	depart	VERB
easat-5281	69	2	from	from	ADP
easat-5281	69	3	this	this	PRON
easat-5281	69	4	,	,	PUNCT
easat-5281	69	5	this	this	DET
easat-5281	69	6	study	study	NOUN
easat-5281	69	7	wants	want	VERB
easat-5281	69	8	to	to	PART
easat-5281	69	9	see	see	VERB
easat-5281	69	10	whether	whether	SCONJ
easat-5281	69	11	factors	factor	NOUN
easat-5281	69	12	such	such	ADJ
easat-5281	69	13	as	as	ADP
easat-5281	69	14	ewom	ewom	NOUN
easat-5281	69	15	and	and	CCONJ
easat-5281	69	16	product	product	NOUN
easat-5281	69	17	innovation	innovation	NOUN
easat-5281	69	18	are	be	AUX
easat-5281	69	19	factors	factor	NOUN
easat-5281	69	20	that	that	PRON
easat-5281	69	21	are	be	AUX
easat-5281	69	22	influential	influential	ADJ
easat-5281	69	23	enough	enough	ADV
easat-5281	69	24	in	in	ADP
easat-5281	69	25	determining	determine	VERB
easat-5281	69	26	individual	individual	ADJ
easat-5281	69	27	behavior	behavior	NOUN
easat-5281	69	28	in	in	ADP
easat-5281	69	29	purchasing	purchase	VERB
easat-5281	69	30	decisions	decision	NOUN
easat-5281	69	31	and	and	CCONJ
easat-5281	69	32	how	how	SCONJ
easat-5281	69	33	purchasing	purchasing	NOUN
easat-5281	69	34	decisions	decision	NOUN
easat-5281	69	35	impact	impact	NOUN
easat-5281	69	36	consumer	consumer	NOUN
easat-5281	69	37	loyalty	loyalty	NOUN
easat-5281	69	38	.	.	PUNCT
easat-5281	70	1	2.2	2.2	NUM
easat-5281	70	2	.	.	PUNCT
easat-5281	70	3	electronic	electronic	ADJ
easat-5281	70	4	word	word	NOUN
easat-5281	70	5	of	of	ADP
easat-5281	70	6	mouth	mouth	NOUN
easat-5281	70	7	electronic	electronic	ADJ
easat-5281	70	8	word	word	NOUN
easat-5281	70	9	of	of	ADP
easat-5281	70	10	mouth	mouth	NOUN
easat-5281	70	11	(	(	PUNCT
easat-5281	70	12	ewom	ewom	NOUN
easat-5281	70	13	)	)	PUNCT
easat-5281	70	14	refers	refer	VERB
easat-5281	70	15	to	to	ADP
easat-5281	70	16	the	the	DET
easat-5281	70	17	word	word	NOUN
easat-5281	70	18	word	word	NOUN
easat-5281	70	19	of	of	ADP
easat-5281	70	20	mouth	mouth	NOUN
easat-5281	70	21	(	(	PUNCT
easat-5281	70	22	wom	wom	PROPN
easat-5281	70	23	)	)	PUNCT
easat-5281	70	24	,	,	PUNCT
easat-5281	70	25	which	which	PRON
easat-5281	70	26	has	have	AUX
easat-5281	70	27	been	be	AUX
easat-5281	70	28	used	use	VERB
easat-5281	70	29	frequently	frequently	ADV
easat-5281	70	30	for	for	ADP
easat-5281	70	31	centuries	century	NOUN
easat-5281	70	32	[	[	X
easat-5281	70	33	17	17	NUM
easat-5281	70	34	]	]	PUNCT
easat-5281	70	35	.	.	PUNCT
easat-5281	71	1	according	accord	VERB
easat-5281	71	2	to	to	ADP
easat-5281	71	3	westbrook	westbrook	PROPN
easat-5281	71	4	[	[	X
easat-5281	71	5	18	18	NUM
easat-5281	71	6	]	]	X
easat-5281	71	7	wom	wom	NOUN
easat-5281	71	8	is	be	AUX
easat-5281	71	9	an	an	DET
easat-5281	71	10	informal	informal	ADJ
easat-5281	71	11	communication	communication	NOUN
easat-5281	71	12	addressed	address	VERB
easat-5281	71	13	to	to	ADP
easat-5281	71	14	other	other	ADJ
easat-5281	71	15	consumers	consumer	NOUN
easat-5281	71	16	or	or	CCONJ
easat-5281	71	17	potential	potential	ADJ
easat-5281	71	18	consumers	consumer	NOUN
easat-5281	71	19	regarding	regard	VERB
easat-5281	71	20	the	the	DET
easat-5281	71	21	ownership	ownership	NOUN
easat-5281	71	22	,	,	PUNCT
easat-5281	71	23	use	use	NOUN
easat-5281	71	24	,	,	PUNCT
easat-5281	71	25	or	or	CCONJ
easat-5281	71	26	characteristics	characteristic	NOUN
easat-5281	71	27	of	of	ADP
easat-5281	71	28	certain	certain	ADJ
easat-5281	71	29	products	product	NOUN
easat-5281	71	30	and	and	CCONJ
easat-5281	71	31	services	service	NOUN
easat-5281	71	32	.	.	PUNCT
easat-5281	72	1	the	the	DET
easat-5281	72	2	development	development	NOUN
easat-5281	72	3	of	of	ADP
easat-5281	72	4	the	the	DET
easat-5281	72	5	times	time	NOUN
easat-5281	72	6	encourages	encourage	VERB
easat-5281	72	7	wom	wom	NOUN
easat-5281	72	8	to	to	PART
easat-5281	72	9	continue	continue	VERB
easat-5281	72	10	to	to	PART
easat-5281	72	11	evolve	evolve	VERB
easat-5281	72	12	in	in	ADP
easat-5281	72	13	social	social	ADJ
easat-5281	72	14	networks	network	NOUN
easat-5281	72	15	,	,	PUNCT
easat-5281	72	16	which	which	PRON
easat-5281	72	17	then	then	ADV
easat-5281	72	18	turns	turn	VERB
easat-5281	72	19	into	into	ADP
easat-5281	72	20	online	online	ADJ
easat-5281	72	21	word	word	NOUN
easat-5281	72	22	of	of	ADP
easat-5281	72	23	mouth	mouth	NOUN
easat-5281	72	24	[	[	X
easat-5281	72	25	19	19	NUM
easat-5281	72	26	]	]	PUNCT
easat-5281	72	27	.	.	PUNCT
easat-5281	73	1	ewom	ewom	NOUN
easat-5281	73	2	itself	itself	PRON
easat-5281	73	3	is	be	AUX
easat-5281	73	4	defined	define	VERB
easat-5281	73	5	as	as	ADP
easat-5281	73	6	a	a	DET
easat-5281	73	7	form	form	NOUN
easat-5281	73	8	of	of	ADP
easat-5281	73	9	informal	informal	ADJ
easat-5281	73	10	communication	communication	NOUN
easat-5281	73	11	conveyed	convey	VERB
easat-5281	73	12	by	by	ADP
easat-5281	73	13	consumers	consumer	NOUN
easat-5281	73	14	through	through	ADP
easat-5281	73	15	internet	internet	NOUN
easat-5281	73	16	-	-	PUNCT
easat-5281	73	17	based	base	VERB
easat-5281	73	18	technology	technology	NOUN
easat-5281	73	19	regarding	regard	VERB
easat-5281	73	20	the	the	DET
easat-5281	73	21	use	use	NOUN
easat-5281	73	22	or	or	CCONJ
easat-5281	73	23	characteristics	characteristic	NOUN
easat-5281	73	24	of	of	ADP
easat-5281	73	25	certain	certain	ADJ
easat-5281	73	26	products	product	NOUN
easat-5281	73	27	,	,	PUNCT
easat-5281	73	28	services	service	NOUN
easat-5281	73	29	,	,	PUNCT
easat-5281	73	30	or	or	CCONJ
easat-5281	73	31	sellers	seller	NOUN
easat-5281	73	32	[	[	X
easat-5281	73	33	8	8	NUM
easat-5281	73	34	]	]	PUNCT
easat-5281	73	35	.	.	PUNCT
easat-5281	74	1	not	not	PART
easat-5281	74	2	only	only	ADV
easat-5281	74	3	that	that	PRON
easat-5281	74	4	,	,	PUNCT
easat-5281	74	5	ewom	ewom	NOUN
easat-5281	74	6	is	be	AUX
easat-5281	74	7	also	also	ADV
easat-5281	74	8	defined	define	VERB
easat-5281	74	9	as	as	ADP
easat-5281	74	10	a	a	DET
easat-5281	74	11	two	two	NUM
easat-5281	74	12	-	-	PUNCT
easat-5281	74	13	sided	sided	ADJ
easat-5281	74	14	information	information	NOUN
easat-5281	74	15	exchange	exchange	NOUN
easat-5281	74	16	between	between	ADP
easat-5281	74	17	consumers	consumer	NOUN
easat-5281	74	18	and	and	CCONJ
easat-5281	74	19	communicators	communicator	NOUN
easat-5281	74	20	regarding	regard	VERB
easat-5281	74	21	the	the	DET
easat-5281	74	22	use	use	NOUN
easat-5281	74	23	of	of	ADP
easat-5281	74	24	products	product	NOUN
easat-5281	74	25	and	and	CCONJ
easat-5281	74	26	services	service	NOUN
easat-5281	74	27	via	via	ADP
easat-5281	74	28	the	the	DET
easat-5281	74	29	internet	internet	NOUN
easat-5281	74	30	[	[	X
easat-5281	74	31	3	3	NUM
easat-5281	74	32	]	]	PUNCT
easat-5281	74	33	.	.	PUNCT
easat-5281	75	1	in	in	ADP
easat-5281	75	2	previous	previous	ADJ
easat-5281	75	3	research	research	NOUN
easat-5281	75	4	,	,	PUNCT
easat-5281	75	5	it	it	PRON
easat-5281	75	6	was	be	AUX
easat-5281	75	7	said	say	VERB
easat-5281	75	8	that	that	SCONJ
easat-5281	75	9	ewom	ewom	NOUN
easat-5281	75	10	has	have	AUX
easat-5281	75	11	changed	change	VERB
easat-5281	75	12	the	the	DET
easat-5281	75	13	buying	buying	NOUN
easat-5281	75	14	environment	environment	NOUN
easat-5281	75	15	by	by	ADP
easat-5281	75	16	allowing	allow	VERB
easat-5281	75	17	customers	customer	NOUN
easat-5281	75	18	to	to	PART
easat-5281	75	19	access	access	VERB
easat-5281	75	20	comparative	comparative	ADJ
easat-5281	75	21	evaluations	evaluation	NOUN
easat-5281	75	22	of	of	ADP
easat-5281	75	23	product	product	NOUN
easat-5281	75	24	attributes	attribute	VERB
easat-5281	75	25	on	on	ADP
easat-5281	75	26	social	social	ADJ
easat-5281	75	27	networks	network	NOUN
easat-5281	75	28	with	with	ADP
easat-5281	75	29	just	just	ADV
easat-5281	75	30	one	one	NUM
easat-5281	75	31	click	click	NOUN
easat-5281	75	32	[	[	X
easat-5281	75	33	20	20	NUM
easat-5281	75	34	]	]	PUNCT
easat-5281	75	35	.	.	PUNCT
easat-5281	76	1	meanwhile	meanwhile	ADV
easat-5281	76	2	,	,	PUNCT
easat-5281	76	3	yildiz	yildiz	NOUN
easat-5281	76	4	,	,	PUNCT
easat-5281	76	5	et	et	PROPN
easat-5281	76	6	al	al	PROPN
easat-5281	76	7	.	.	PUNCT
easat-5281	77	1	[	[	X
easat-5281	77	2	17	17	NUM
easat-5281	77	3	]	]	PUNCT
easat-5281	77	4	define	define	VERB
easat-5281	77	5	ewom	ewom	NOUN
easat-5281	77	6	as	as	ADP
easat-5281	77	7	an	an	DET
easat-5281	77	8	online	online	ADJ
easat-5281	77	9	exchange	exchange	NOUN
easat-5281	77	10	of	of	ADP
easat-5281	77	11	information	information	NOUN
easat-5281	77	12	between	between	ADP
easat-5281	77	13	customers	customer	NOUN
easat-5281	77	14	.	.	PUNCT
easat-5281	78	1	according	accord	VERB
easat-5281	78	2	to	to	ADP
easat-5281	78	3	ewom	ewom	NOUN
easat-5281	78	4	's	's	PART
easat-5281	78	5	explanation	explanation	NOUN
easat-5281	78	6	,	,	PUNCT
easat-5281	78	7	it	it	PRON
easat-5281	78	8	can	can	AUX
easat-5281	78	9	be	be	AUX
easat-5281	78	10	said	say	VERB
easat-5281	78	11	that	that	SCONJ
easat-5281	78	12	ewom	ewom	NOUN
easat-5281	78	13	is	be	AUX
easat-5281	78	14	a	a	DET
easat-5281	78	15	form	form	NOUN
easat-5281	78	16	of	of	ADP
easat-5281	78	17	informal	informal	ADJ
easat-5281	78	18	information	information	NOUN
easat-5281	78	19	sharing	sharing	NOUN
easat-5281	78	20	by	by	ADP
easat-5281	78	21	consumers	consumer	NOUN
easat-5281	78	22	regarding	regard	VERB
easat-5281	78	23	the	the	DET
easat-5281	78	24	use	use	NOUN
easat-5281	78	25	of	of	ADP
easat-5281	78	26	products	product	NOUN
easat-5281	78	27	or	or	CCONJ
easat-5281	78	28	services	service	NOUN
easat-5281	78	29	online	online	ADV
easat-5281	78	30	.	.	PUNCT
easat-5281	79	1	several	several	ADJ
easat-5281	79	2	studies	study	NOUN
easat-5281	79	3	have	have	AUX
easat-5281	79	4	classified	classify	VERB
easat-5281	79	5	several	several	ADJ
easat-5281	79	6	dimensions	dimension	NOUN
easat-5281	79	7	in	in	ADP
easat-5281	79	8	ewom	ewom	NOUN
easat-5281	79	9	,	,	PUNCT
easat-5281	79	10	including	include	VERB
easat-5281	79	11	source	source	NOUN
easat-5281	79	12	credibility	credibility	NOUN
easat-5281	79	13	,	,	PUNCT
easat-5281	79	14	source	source	NOUN
easat-5281	79	15	homophily	homophily	ADV
easat-5281	79	16	,	,	PUNCT
easat-5281	79	17	message	message	NOUN
easat-5281	79	18	credibility	credibility	NOUN
easat-5281	79	19	,	,	PUNCT
easat-5281	79	20	message	message	NOUN
easat-5281	79	21	quality	quality	NOUN
easat-5281	79	22	,	,	PUNCT
easat-5281	79	23	receiver	receiver	NOUN
easat-5281	79	24	's	's	PART
easat-5281	79	25	characteristics	characteristic	NOUN
easat-5281	79	26	,	,	PUNCT
easat-5281	79	27	and	and	CCONJ
easat-5281	79	28	website	website	NOUN
easat-5281	79	29	credibility	credibility	NOUN
easat-5281	79	30	[	[	X
easat-5281	79	31	21	21	NUM
easat-5281	79	32	]	]	PUNCT
easat-5281	79	33	.	.	PUNCT
easat-5281	80	1	2.3	2.3	NUM
easat-5281	80	2	.	.	PUNCT
easat-5281	80	3	product	product	NOUN
easat-5281	80	4	innovation	innovation	NOUN
easat-5281	80	5	product	product	NOUN
easat-5281	80	6	innovation	innovation	NOUN
easat-5281	80	7	plays	play	VERB
easat-5281	80	8	an	an	DET
easat-5281	80	9	important	important	ADJ
easat-5281	80	10	role	role	NOUN
easat-5281	80	11	in	in	ADP
easat-5281	80	12	a	a	DET
easat-5281	80	13	company	company	NOUN
easat-5281	80	14	.	.	PUNCT
easat-5281	81	1	this	this	PRON
easat-5281	81	2	is	be	AUX
easat-5281	81	3	based	base	VERB
easat-5281	81	4	on	on	ADP
easat-5281	81	5	maintaining	maintain	VERB
easat-5281	81	6	the	the	DET
easat-5281	81	7	value	value	NOUN
easat-5281	81	8	of	of	ADP
easat-5281	81	9	product	product	NOUN
easat-5281	81	10	benefits	benefit	NOUN
easat-5281	81	11	for	for	ADP
easat-5281	81	12	consumers	consumer	NOUN
easat-5281	81	13	[	[	X
easat-5281	81	14	22	22	NUM
easat-5281	81	15	]	]	PUNCT
easat-5281	81	16	.	.	PUNCT
easat-5281	82	1	with	with	ADP
easat-5281	82	2	technological	technological	ADJ
easat-5281	82	3	advances	advance	NOUN
easat-5281	82	4	that	that	PRON
easat-5281	82	5	are	be	AUX
easat-5281	82	6	increasingly	increasingly	ADV
easat-5281	82	7	fast	fast	ADJ
easat-5281	82	8	and	and	CCONJ
easat-5281	82	9	instant	instant	ADJ
easat-5281	82	10	,	,	PUNCT
easat-5281	82	11	companies	company	NOUN
easat-5281	82	12	are	be	AUX
easat-5281	82	13	faced	face	VERB
easat-5281	82	14	with	with	ADP
easat-5281	82	15	intense	intense	ADJ
easat-5281	82	16	competition	competition	NOUN
easat-5281	82	17	to	to	PART
easat-5281	82	18	continue	continue	VERB
easat-5281	82	19	to	to	PART
easat-5281	82	20	create	create	VERB
easat-5281	82	21	attractive	attractive	ADJ
easat-5281	82	22	products	product	NOUN
easat-5281	82	23	with	with	ADP
easat-5281	82	24	the	the	DET
easat-5281	82	25	best	good	ADJ
easat-5281	82	26	solutions	solution	NOUN
easat-5281	82	27	and	and	CCONJ
easat-5281	82	28	quality	quality	NOUN
easat-5281	82	29	for	for	ADP
easat-5281	82	30	consumers	consumer	NOUN
easat-5281	82	31	.	.	PUNCT
easat-5281	83	1	this	this	PRON
easat-5281	83	2	is	be	AUX
easat-5281	83	3	consistent	consistent	ADJ
easat-5281	83	4	with	with	ADP
easat-5281	83	5	rayi	rayi	NOUN
easat-5281	83	6	and	and	CCONJ
easat-5281	83	7	aras	aras	X
easat-5281	83	8	[	[	X
easat-5281	83	9	23	23	NUM
easat-5281	83	10	]	]	PUNCT
easat-5281	83	11	,	,	PUNCT
easat-5281	83	12	who	who	PRON
easat-5281	83	13	demonstrate	demonstrate	VERB
easat-5281	83	14	that	that	PRON
easat-5281	83	15	product	product	NOUN
easat-5281	83	16	quality	quality	NOUN
easat-5281	83	17	,	,	PUNCT
easat-5281	83	18	product	product	NOUN
easat-5281	83	19	modification	modification	NOUN
easat-5281	83	20	,	,	PUNCT
easat-5281	83	21	and	and	CCONJ
easat-5281	83	22	meeting	meet	VERB
easat-5281	83	23	market	market	NOUN
easat-5281	83	24	needs	need	NOUN
easat-5281	83	25	are	be	AUX
easat-5281	83	26	elements	element	NOUN
easat-5281	83	27	of	of	ADP
easat-5281	83	28	product	product	NOUN
easat-5281	83	29	innovation	innovation	NOUN
easat-5281	83	30	that	that	SCONJ
easat-5281	83	31	influence	influence	NOUN
easat-5281	83	32	purchasing	purchasing	NOUN
easat-5281	83	33	decisions	decision	NOUN
easat-5281	83	34	.	.	PUNCT
easat-5281	84	1	departing	depart	VERB
easat-5281	84	2	from	from	ADP
easat-5281	84	3	this	this	DET
easat-5281	84	4	phenomenon	phenomenon	NOUN
easat-5281	84	5	,	,	PUNCT
easat-5281	84	6	of	of	ADP
easat-5281	84	7	course	course	NOUN
easat-5281	84	8	,	,	PUNCT
easat-5281	84	9	makes	make	VERB
easat-5281	84	10	product	product	NOUN
easat-5281	84	11	innovation	innovation	NOUN
easat-5281	84	12	also	also	ADV
easat-5281	84	13	play	play	VERB
easat-5281	84	14	an	an	DET
easat-5281	84	15	important	important	ADJ
easat-5281	84	16	role	role	NOUN
easat-5281	84	17	in	in	ADP
easat-5281	84	18	the	the	DET
easat-5281	84	19	company	company	NOUN
easat-5281	84	20	's	's	PART
easat-5281	84	21	strategy	strategy	NOUN
easat-5281	84	22	for	for	ADP
easat-5281	84	23	running	run	VERB
easat-5281	84	24	its	its	PRON
easat-5281	84	25	business	business	NOUN
easat-5281	84	26	.	.	PUNCT
easat-5281	85	1	product	product	NOUN
easat-5281	85	2	innovation	innovation	NOUN
easat-5281	85	3	itself	itself	PRON
easat-5281	85	4	can	can	AUX
easat-5281	85	5	be	be	AUX
easat-5281	85	6	defined	define	VERB
easat-5281	85	7	as	as	ADP
easat-5281	85	8	the	the	DET
easat-5281	85	9	creation	creation	NOUN
easat-5281	85	10	of	of	ADP
easat-5281	85	11	products	product	NOUN
easat-5281	85	12	that	that	PRON
easat-5281	85	13	involve	involve	VERB
easat-5281	85	14	processes	process	NOUN
easat-5281	85	15	and	and	CCONJ
easat-5281	85	16	marketing	marketing	NOUN
easat-5281	85	17	to	to	PART
easat-5281	85	18	improve	improve	VERB
easat-5281	85	19	business	business	NOUN
easat-5281	85	20	mechanisms	mechanism	NOUN
easat-5281	85	21	kotler	kotler	NOUN
easat-5281	85	22	and	and	CCONJ
easat-5281	85	23	amstrong	amstrong	ADJ
easat-5281	85	24	[	[	X
easat-5281	85	25	4	4	NUM
easat-5281	85	26	]	]	PUNCT
easat-5281	85	27	.	.	PUNCT
easat-5281	86	1	kotler	kotler	PROPN
easat-5281	86	2	and	and	CCONJ
easat-5281	86	3	keller	keller	PROPN
easat-5281	87	1	[	[	X
easat-5281	87	2	24	24	NUM
easat-5281	87	3	]	]	PUNCT
easat-5281	87	4	also	also	ADV
easat-5281	87	5	refer	refer	VERB
easat-5281	87	6	to	to	ADP
easat-5281	87	7	product	product	NOUN
easat-5281	87	8	innovation	innovation	NOUN
easat-5281	87	9	as	as	ADP
easat-5281	87	10	the	the	DET
easat-5281	87	11	outcome	outcome	NOUN
easat-5281	87	12	of	of	ADP
easat-5281	87	13	diverse	diverse	ADJ
easat-5281	87	14	processes	process	NOUN
easat-5281	87	15	merging	merge	VERB
easat-5281	87	16	and	and	CCONJ
easat-5281	87	17	influencing	influence	VERB
easat-5281	87	18	each	each	DET
easat-5281	87	19	other	other	ADJ
easat-5281	87	20	,	,	PUNCT
easat-5281	87	21	which	which	PRON
easat-5281	87	22	can	can	AUX
easat-5281	87	23	be	be	AUX
easat-5281	87	24	measured	measure	VERB
easat-5281	87	25	by	by	ADP
easat-5281	87	26	its	its	PRON
easat-5281	87	27	occurrence	occurrence	NOUN
easat-5281	87	28	,	,	PUNCT
easat-5281	87	29	activities	activity	NOUN
easat-5281	87	30	,	,	PUNCT
easat-5281	87	31	and	and	CCONJ
easat-5281	87	32	results	result	NOUN
easat-5281	87	33	.	.	PUNCT
easat-5281	88	1	according	accord	VERB
easat-5281	88	2	to	to	ADP
easat-5281	88	3	previous	previous	ADJ
easat-5281	88	4	research	research	NOUN
easat-5281	88	5	,	,	PUNCT
easat-5281	88	6	there	there	PRON
easat-5281	88	7	are	be	VERB
easat-5281	88	8	several	several	ADJ
easat-5281	88	9	dimensions	dimension	NOUN
easat-5281	88	10	to	to	ADP
easat-5281	88	11	product	product	NOUN
easat-5281	88	12	innovation	innovation	NOUN
easat-5281	88	13	,	,	PUNCT
easat-5281	88	14	including	include	VERB
easat-5281	88	15	technological	technological	ADJ
easat-5281	88	16	innovation	innovation	NOUN
easat-5281	88	17	,	,	PUNCT
easat-5281	88	18	service	service	NOUN
easat-5281	88	19	innovation	innovation	NOUN
easat-5281	88	20	,	,	PUNCT
easat-5281	88	21	new	new	ADJ
easat-5281	88	22	products	product	NOUN
easat-5281	88	23	,	,	PUNCT
easat-5281	88	24	and	and	CCONJ
easat-5281	88	25	market	market	NOUN
easat-5281	88	26	breakdown	breakdown	NOUN
easat-5281	88	27	[	[	X
easat-5281	88	28	25	25	NUM
easat-5281	88	29	]	]	PUNCT
easat-5281	88	30	.	.	PUNCT
easat-5281	89	1	2.4	2.4	NUM
easat-5281	89	2	.	.	PUNCT
easat-5281	89	3	purchase	purchase	NOUN
easat-5281	89	4	decision	decision	NOUN
easat-5281	89	5	according	accord	VERB
easat-5281	89	6	to	to	ADP
easat-5281	89	7	kotler	kotler	NOUN
easat-5281	89	8	and	and	CCONJ
easat-5281	89	9	keller	keller	PROPN
easat-5281	90	1	[	[	X
easat-5281	90	2	24	24	NUM
easat-5281	90	3	]	]	PUNCT
easat-5281	90	4	a	a	DET
easat-5281	90	5	purchasing	purchase	VERB
easat-5281	90	6	decision	decision	NOUN
easat-5281	90	7	is	be	AUX
easat-5281	90	8	an	an	DET
easat-5281	90	9	action	action	NOUN
easat-5281	90	10	that	that	PRON
easat-5281	90	11	consumers	consumer	NOUN
easat-5281	90	12	take	take	VERB
easat-5281	90	13	to	to	PART
easat-5281	90	14	purchase	purchase	VERB
easat-5281	90	15	products	product	NOUN
easat-5281	90	16	or	or	CCONJ
easat-5281	90	17	services	service	NOUN
easat-5281	90	18	.	.	PUNCT
easat-5281	91	1	consumers	consumer	NOUN
easat-5281	91	2	make	make	VERB
easat-5281	91	3	purchasing	purchasing	NOUN
easat-5281	91	4	decisions	decision	NOUN
easat-5281	91	5	by	by	ADP
easat-5281	91	6	searching	search	VERB
easat-5281	91	7	,	,	PUNCT
easat-5281	91	8	providing	provide	VERB
easat-5281	91	9	,	,	PUNCT
easat-5281	91	10	using	use	VERB
easat-5281	91	11	,	,	PUNCT
easat-5281	91	12	663	663	NUM
easat-5281	91	13	edelweiss	edelweiss	PROPN
easat-5281	91	14	applied	apply	VERB
easat-5281	91	15	science	science	NOUN
easat-5281	91	16	and	and	CCONJ
easat-5281	91	17	technology	technology	NOUN
easat-5281	91	18	issn	issn	PROPN
easat-5281	91	19	:	:	PUNCT
easat-5281	91	20	2576	2576	NUM
easat-5281	91	21	-	-	SYM
easat-5281	91	22	8484	8484	NUM
easat-5281	91	23	vol	vol	NOUN
easat-5281	91	24	.	.	PROPN
easat-5281	92	1	9	9	NUM
easat-5281	92	2	,	,	PUNCT
easat-5281	92	3	no	no	INTJ
easat-5281	92	4	.	.	NOUN
easat-5281	93	1	3	3	NUM
easat-5281	93	2	:	:	PUNCT
easat-5281	93	3	660	660	NUM
easat-5281	93	4	-	-	NUM
easat-5281	93	5	679	679	NUM
easat-5281	93	6	,	,	PUNCT
easat-5281	93	7	2025	2025	NUM
easat-5281	93	8	doi	doi	NOUN
easat-5281	93	9	:	:	PUNCT
easat-5281	93	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	93	11	©	©	ADP
easat-5281	93	12	2025	2025	NUM
easat-5281	93	13	by	by	ADP
easat-5281	93	14	the	the	DET
easat-5281	93	15	authors	author	NOUN
easat-5281	93	16	;	;	PUNCT
easat-5281	93	17	licensee	licensee	PROPN
easat-5281	93	18	learning	learn	VERB
easat-5281	93	19	gate	gate	NOUN
easat-5281	93	20	evaluating	evaluating	NOUN
easat-5281	93	21	,	,	PUNCT
easat-5281	93	22	and	and	CCONJ
easat-5281	93	23	spending	spending	NOUN
easat-5281	93	24	products	product	NOUN
easat-5281	93	25	or	or	CCONJ
easat-5281	93	26	services	service	NOUN
easat-5281	93	27	to	to	PART
easat-5281	93	28	meet	meet	VERB
easat-5281	93	29	their	their	PRON
easat-5281	93	30	needs	need	NOUN
easat-5281	93	31	[	[	X
easat-5281	93	32	26	26	NUM
easat-5281	93	33	,	,	PUNCT
easat-5281	93	34	27	27	NUM
easat-5281	93	35	]	]	PUNCT
easat-5281	93	36	.	.	PUNCT
easat-5281	94	1	in	in	ADP
easat-5281	94	2	determining	determine	VERB
easat-5281	94	3	purchasing	purchasing	NOUN
easat-5281	94	4	decisions	decision	NOUN
easat-5281	94	5	,	,	PUNCT
easat-5281	94	6	there	there	PRON
easat-5281	94	7	are	be	VERB
easat-5281	94	8	several	several	ADJ
easat-5281	94	9	factors	factor	NOUN
easat-5281	94	10	to	to	PART
easat-5281	94	11	consider	consider	VERB
easat-5281	94	12	,	,	PUNCT
easat-5281	94	13	such	such	ADJ
easat-5281	94	14	as	as	ADP
easat-5281	94	15	product	product	NOUN
easat-5281	94	16	selection	selection	NOUN
easat-5281	94	17	,	,	PUNCT
easat-5281	94	18	brand	brand	NOUN
easat-5281	94	19	selection	selection	NOUN
easat-5281	94	20	,	,	PUNCT
easat-5281	94	21	channel	channel	NOUN
easat-5281	94	22	selection	selection	NOUN
easat-5281	94	23	,	,	PUNCT
easat-5281	94	24	purchase	purchase	NOUN
easat-5281	94	25	time	time	NOUN
easat-5281	94	26	,	,	PUNCT
easat-5281	94	27	purchase	purchase	NOUN
easat-5281	94	28	amount	amount	NOUN
easat-5281	94	29	,	,	PUNCT
easat-5281	94	30	and	and	CCONJ
easat-5281	94	31	payment	payment	NOUN
easat-5281	94	32	method	method	NOUN
easat-5281	94	33	[	[	X
easat-5281	94	34	24	24	NUM
easat-5281	94	35	]	]	PUNCT
easat-5281	94	36	.	.	PUNCT
easat-5281	95	1	2.5	2.5	NUM
easat-5281	95	2	.	.	PUNCT
easat-5281	96	1	consumer	consumer	NOUN
easat-5281	96	2	loyalty	loyalty	NOUN
easat-5281	96	3	indeed	indeed	ADV
easat-5281	96	4	,	,	PUNCT
easat-5281	96	5	consumer	consumer	NOUN
easat-5281	96	6	loyalty	loyalty	NOUN
easat-5281	96	7	is	be	AUX
easat-5281	96	8	crucial	crucial	ADJ
easat-5281	96	9	for	for	ADP
easat-5281	96	10	a	a	DET
easat-5281	96	11	company	company	NOUN
easat-5281	96	12	.	.	PUNCT
easat-5281	97	1	this	this	PRON
easat-5281	97	2	not	not	PART
easat-5281	97	3	only	only	ADV
easat-5281	97	4	shows	show	VERB
easat-5281	97	5	that	that	SCONJ
easat-5281	97	6	customers	customer	NOUN
easat-5281	97	7	buy	buy	VERB
easat-5281	97	8	the	the	DET
easat-5281	97	9	products	product	NOUN
easat-5281	97	10	and	and	CCONJ
easat-5281	97	11	services	service	NOUN
easat-5281	97	12	used	use	VERB
easat-5281	97	13	,	,	PUNCT
easat-5281	97	14	but	but	CCONJ
easat-5281	97	15	also	also	ADV
easat-5281	97	16	serves	serve	VERB
easat-5281	97	17	as	as	ADP
easat-5281	97	18	a	a	DET
easat-5281	97	19	long	long	ADJ
easat-5281	97	20	-	-	PUNCT
easat-5281	97	21	term	term	NOUN
easat-5281	97	22	symbol	symbol	NOUN
easat-5281	97	23	for	for	ADP
easat-5281	97	24	a	a	DET
easat-5281	97	25	company	company	NOUN
easat-5281	97	26	.	.	PUNCT
easat-5281	98	1	loyalty	loyalty	NOUN
easat-5281	98	2	itself	itself	PRON
easat-5281	98	3	is	be	AUX
easat-5281	98	4	a	a	DET
easat-5281	98	5	feeling	feeling	NOUN
easat-5281	98	6	of	of	ADP
easat-5281	98	7	attraction	attraction	NOUN
easat-5281	98	8	or	or	CCONJ
easat-5281	98	9	affection	affection	NOUN
easat-5281	98	10	towards	towards	ADP
easat-5281	98	11	people	people	NOUN
easat-5281	98	12	,	,	PUNCT
easat-5281	98	13	companies	company	NOUN
easat-5281	98	14	,	,	PUNCT
easat-5281	98	15	products	product	NOUN
easat-5281	98	16	,	,	PUNCT
easat-5281	98	17	or	or	CCONJ
easat-5281	98	18	services	service	NOUN
easat-5281	98	19	[	[	X
easat-5281	98	20	28	28	NUM
easat-5281	98	21	,	,	PUNCT
easat-5281	98	22	29	29	NUM
easat-5281	98	23	]	]	PUNCT
easat-5281	98	24	.	.	PUNCT
easat-5281	99	1	consumer	consumer	NOUN
easat-5281	99	2	loyalty	loyalty	NOUN
easat-5281	99	3	,	,	PUNCT
easat-5281	99	4	however	however	ADV
easat-5281	99	5	,	,	PUNCT
easat-5281	99	6	is	be	AUX
easat-5281	99	7	the	the	DET
easat-5281	99	8	emotional	emotional	ADJ
easat-5281	99	9	feeling	feeling	NOUN
easat-5281	99	10	of	of	ADP
easat-5281	99	11	customers	customer	NOUN
easat-5281	99	12	towards	towards	ADP
easat-5281	99	13	a	a	DET
easat-5281	99	14	particular	particular	ADJ
easat-5281	99	15	brand	brand	NOUN
easat-5281	99	16	that	that	PRON
easat-5281	99	17	leads	lead	VERB
easat-5281	99	18	them	they	PRON
easat-5281	99	19	to	to	PART
easat-5281	99	20	repurchase	repurchase	VERB
easat-5281	99	21	products	product	NOUN
easat-5281	99	22	or	or	CCONJ
easat-5281	99	23	services	service	NOUN
easat-5281	99	24	that	that	PRON
easat-5281	99	25	are	be	AUX
easat-5281	99	26	used	use	VERB
easat-5281	99	27	regularly	regularly	ADV
easat-5281	99	28	mollah	mollah	ADJ
easat-5281	100	1	[	[	X
easat-5281	100	2	29	29	NUM
easat-5281	100	3	]	]	PUNCT
easat-5281	100	4	.	.	PUNCT
easat-5281	101	1	griffin	griffin	PROPN
easat-5281	102	1	[	[	X
easat-5281	102	2	30	30	NUM
easat-5281	102	3	]	]	PUNCT
easat-5281	102	4	also	also	ADV
easat-5281	102	5	defines	define	VERB
easat-5281	102	6	loyalty	loyalty	NOUN
easat-5281	102	7	as	as	ADP
easat-5281	102	8	routine	routine	ADJ
easat-5281	102	9	purchasing	purchasing	NOUN
easat-5281	102	10	behavior	behavior	NOUN
easat-5281	102	11	based	base	VERB
easat-5281	102	12	on	on	ADP
easat-5281	102	13	decision	decision	NOUN
easat-5281	102	14	-	-	PUNCT
easat-5281	102	15	making	make	VERB
easat-5281	102	16	units	unit	NOUN
easat-5281	102	17	.	.	PUNCT
easat-5281	103	1	in	in	ADP
easat-5281	103	2	achieving	achieve	VERB
easat-5281	103	3	consumer	consumer	NOUN
easat-5281	103	4	loyalty	loyalty	NOUN
easat-5281	103	5	,	,	PUNCT
easat-5281	103	6	there	there	PRON
easat-5281	103	7	are	be	VERB
easat-5281	103	8	two	two	NUM
easat-5281	103	9	steps	step	NOUN
easat-5281	103	10	that	that	PRON
easat-5281	103	11	must	must	AUX
easat-5281	103	12	be	be	AUX
easat-5281	103	13	fulfilled	fulfil	VERB
easat-5281	103	14	,	,	PUNCT
easat-5281	103	15	among	among	ADP
easat-5281	103	16	others	other	NOUN
easat-5281	103	17	:	:	PUNCT
easat-5281	103	18	(	(	PUNCT
easat-5281	103	19	1	1	X
easat-5281	103	20	)	)	PUNCT
easat-5281	103	21	the	the	DET
easat-5281	103	22	company	company	NOUN
easat-5281	103	23	must	must	AUX
easat-5281	103	24	be	be	AUX
easat-5281	103	25	able	able	ADJ
easat-5281	103	26	to	to	PART
easat-5281	103	27	meet	meet	VERB
easat-5281	103	28	the	the	DET
easat-5281	103	29	needs	need	NOUN
easat-5281	103	30	and	and	CCONJ
easat-5281	103	31	desires	desire	NOUN
easat-5281	103	32	of	of	ADP
easat-5281	103	33	customers	customer	NOUN
easat-5281	103	34	;	;	PUNCT
easat-5281	103	35	and	and	CCONJ
easat-5281	103	36	(	(	PUNCT
easat-5281	103	37	2	2	X
easat-5281	103	38	)	)	PUNCT
easat-5281	103	39	the	the	DET
easat-5281	103	40	company	company	NOUN
easat-5281	103	41	must	must	AUX
easat-5281	103	42	maintain	maintain	VERB
easat-5281	103	43	a	a	DET
easat-5281	103	44	relationship	relationship	NOUN
easat-5281	103	45	with	with	ADP
easat-5281	103	46	customers	customer	NOUN
easat-5281	103	47	so	so	SCONJ
easat-5281	103	48	that	that	SCONJ
easat-5281	103	49	they	they	PRON
easat-5281	103	50	can	can	AUX
easat-5281	103	51	carry	carry	VERB
easat-5281	103	52	out	out	ADP
easat-5281	103	53	repurchase	repurchase	NOUN
easat-5281	103	54	activities	activity	NOUN
easat-5281	103	55	for	for	ADP
easat-5281	103	56	the	the	DET
easat-5281	103	57	product	product	NOUN
easat-5281	103	58	or	or	CCONJ
easat-5281	103	59	service	service	NOUN
easat-5281	103	60	[	[	X
easat-5281	103	61	4	4	NUM
easat-5281	103	62	]	]	PUNCT
easat-5281	103	63	.	.	PUNCT
easat-5281	104	1	according	accord	VERB
easat-5281	104	2	to	to	ADP
easat-5281	104	3	kotler	kotler	NOUN
easat-5281	104	4	and	and	CCONJ
easat-5281	104	5	keller	keller	PROPN
easat-5281	104	6	[	[	X
easat-5281	104	7	24	24	NUM
easat-5281	104	8	]	]	PUNCT
easat-5281	104	9	consumer	consumer	NOUN
easat-5281	104	10	loyalty	loyalty	NOUN
easat-5281	104	11	consists	consist	VERB
easat-5281	104	12	of	of	ADP
easat-5281	104	13	three	three	NUM
easat-5281	104	14	dimensions	dimension	NOUN
easat-5281	104	15	repeat	repeat	NOUN
easat-5281	104	16	purchases	purchase	NOUN
easat-5281	104	17	,	,	PUNCT
easat-5281	104	18	retention	retention	NOUN
easat-5281	104	19	,	,	PUNCT
easat-5281	104	20	and	and	CCONJ
easat-5281	104	21	referrals	referral	NOUN
easat-5281	104	22	.	.	PUNCT
easat-5281	105	1	2.6	2.6	NUM
easat-5281	105	2	.	.	PUNCT
easat-5281	105	3	research	research	NOUN
easat-5281	105	4	methods	method	NOUN
easat-5281	105	5	and	and	CCONJ
easat-5281	105	6	materials	material	NOUN
easat-5281	105	7	this	this	DET
easat-5281	105	8	research	research	NOUN
easat-5281	105	9	uses	use	VERB
easat-5281	105	10	an	an	DET
easat-5281	105	11	explanatory	explanatory	ADJ
easat-5281	105	12	quantitative	quantitative	ADJ
easat-5281	105	13	approach	approach	NOUN
easat-5281	105	14	,	,	PUNCT
easat-5281	105	15	where	where	SCONJ
easat-5281	105	16	the	the	DET
easat-5281	105	17	use	use	NOUN
easat-5281	105	18	of	of	ADP
easat-5281	105	19	hypotheses	hypothesis	NOUN
easat-5281	105	20	is	be	AUX
easat-5281	105	21	a	a	DET
easat-5281	105	22	very	very	ADV
easat-5281	105	23	important	important	ADJ
easat-5281	105	24	issue	issue	NOUN
easat-5281	105	25	in	in	ADP
easat-5281	105	26	testing	test	VERB
easat-5281	105	27	the	the	DET
easat-5281	105	28	sample	sample	NOUN
easat-5281	105	29	so	so	SCONJ
easat-5281	105	30	that	that	SCONJ
easat-5281	105	31	researchers	researcher	NOUN
easat-5281	105	32	can	can	AUX
easat-5281	105	33	draw	draw	VERB
easat-5281	105	34	conclusions	conclusion	NOUN
easat-5281	105	35	about	about	ADP
easat-5281	105	36	the	the	DET
easat-5281	105	37	sample	sample	NOUN
easat-5281	105	38	that	that	PRON
easat-5281	105	39	has	have	AUX
easat-5281	105	40	been	be	AUX
easat-5281	105	41	determined	determine	VERB
easat-5281	105	42	.	.	PUNCT
easat-5281	106	1	the	the	DET
easat-5281	106	2	method	method	NOUN
easat-5281	106	3	used	use	VERB
easat-5281	106	4	in	in	ADP
easat-5281	106	5	this	this	DET
easat-5281	106	6	research	research	NOUN
easat-5281	106	7	is	be	AUX
easat-5281	106	8	the	the	DET
easat-5281	106	9	survey	survey	NOUN
easat-5281	106	10	method	method	NOUN
easat-5281	106	11	,	,	PUNCT
easat-5281	106	12	in	in	ADP
easat-5281	106	13	which	which	PRON
easat-5281	106	14	researchers	researcher	NOUN
easat-5281	106	15	systematically	systematically	ADV
easat-5281	106	16	ask	ask	VERB
easat-5281	106	17	the	the	DET
easat-5281	106	18	same	same	ADJ
easat-5281	106	19	questions	question	NOUN
easat-5281	106	20	to	to	ADP
easat-5281	106	21	large	large	ADJ
easat-5281	106	22	numbers	number	NOUN
easat-5281	106	23	of	of	ADP
easat-5281	106	24	people	people	NOUN
easat-5281	106	25	and	and	CCONJ
easat-5281	106	26	then	then	ADV
easat-5281	106	27	record	record	VERB
easat-5281	106	28	their	their	PRON
easat-5281	106	29	answers	answer	NOUN
easat-5281	106	30	[	[	X
easat-5281	106	31	31	31	NUM
easat-5281	106	32	]	]	PUNCT
easat-5281	106	33	.	.	PUNCT
easat-5281	107	1	researchers	researcher	NOUN
easat-5281	107	2	use	use	VERB
easat-5281	107	3	a	a	DET
easat-5281	107	4	cross	cross	ADJ
easat-5281	107	5	-	-	ADJ
easat-5281	107	6	sectional	sectional	ADJ
easat-5281	107	7	survey	survey	NOUN
easat-5281	107	8	,	,	PUNCT
easat-5281	107	9	in	in	ADP
easat-5281	107	10	which	which	PRON
easat-5281	107	11	data	datum	NOUN
easat-5281	107	12	collection	collection	NOUN
easat-5281	107	13	is	be	AUX
easat-5281	107	14	carried	carry	VERB
easat-5281	107	15	out	out	ADP
easat-5281	107	16	on	on	ADP
easat-5281	107	17	a	a	DET
easat-5281	107	18	sample	sample	NOUN
easat-5281	107	19	of	of	ADP
easat-5281	107	20	selected	select	VERB
easat-5281	107	21	respondents	respondent	NOUN
easat-5281	107	22	and	and	CCONJ
easat-5281	107	23	is	be	AUX
easat-5281	107	24	carried	carry	VERB
easat-5281	107	25	out	out	ADP
easat-5281	107	26	once	once	ADV
easat-5281	107	27	[	[	X
easat-5281	107	28	31	31	NUM
easat-5281	107	29	]	]	PUNCT
easat-5281	107	30	.	.	PUNCT
easat-5281	108	1	the	the	DET
easat-5281	108	2	data	datum	NOUN
easat-5281	108	3	to	to	PART
easat-5281	108	4	be	be	AUX
easat-5281	108	5	processed	process	VERB
easat-5281	108	6	in	in	ADP
easat-5281	108	7	this	this	DET
easat-5281	108	8	study	study	NOUN
easat-5281	108	9	will	will	AUX
easat-5281	108	10	be	be	AUX
easat-5281	108	11	analyzed	analyze	VERB
easat-5281	108	12	using	use	VERB
easat-5281	108	13	statistical	statistical	ADJ
easat-5281	108	14	methods	method	NOUN
easat-5281	108	15	,	,	PUNCT
easat-5281	108	16	with	with	ADP
easat-5281	108	17	the	the	DET
easat-5281	108	18	help	help	NOUN
easat-5281	108	19	of	of	ADP
easat-5281	108	20	spss	spss	PROPN
easat-5281	108	21	(	(	PUNCT
easat-5281	108	22	statistical	statistical	ADJ
easat-5281	108	23	package	package	NOUN
easat-5281	108	24	for	for	ADP
easat-5281	108	25	social	social	ADJ
easat-5281	108	26	science	science	NOUN
easat-5281	108	27	)	)	PUNCT
easat-5281	108	28	software	software	NOUN
easat-5281	108	29	.	.	PUNCT
easat-5281	109	1	2.7	2.7	NUM
easat-5281	109	2	.	.	X
easat-5281	109	3	hypothesis	hypothesis	NOUN
easat-5281	109	4	development	development	NOUN
easat-5281	109	5	figure	figure	NOUN
easat-5281	109	6	1	1	NUM
easat-5281	109	7	.	.	PUNCT
easat-5281	109	8	framework	framework	NOUN
easat-5281	109	9	model	model	NOUN
easat-5281	109	10	.	.	PUNCT
easat-5281	110	1	2.8	2.8	NUM
easat-5281	110	2	.	.	PUNCT
easat-5281	111	1	the	the	DET
easat-5281	111	2	effect	effect	NOUN
easat-5281	111	3	of	of	ADP
easat-5281	111	4	electronic	electronic	ADJ
easat-5281	111	5	word	word	NOUN
easat-5281	111	6	of	of	ADP
easat-5281	111	7	mouth	mouth	NOUN
easat-5281	111	8	(	(	PUNCT
easat-5281	111	9	e	e	NOUN
easat-5281	111	10	-	-	NOUN
easat-5281	111	11	wom	wom	NOUN
easat-5281	111	12	)	)	PUNCT
easat-5281	111	13	on	on	ADP
easat-5281	111	14	purchasing	purchase	VERB
easat-5281	111	15	decisions	decision	NOUN
easat-5281	111	16	at	at	ADP
easat-5281	111	17	shopee	shopee	NOUN
easat-5281	111	18	according	accord	VERB
easat-5281	111	19	to	to	ADP
easat-5281	111	20	previous	previous	ADJ
easat-5281	111	21	research	research	NOUN
easat-5281	111	22	by	by	ADP
easat-5281	111	23	pratminingsih	pratminingsih	PROPN
easat-5281	111	24	,	,	PUNCT
easat-5281	111	25	et	et	PROPN
easat-5281	111	26	al	al	PROPN
easat-5281	111	27	.	.	PUNCT
easat-5281	112	1	[	[	X
easat-5281	112	2	32	32	NUM
easat-5281	112	3	]	]	PUNCT
easat-5281	112	4	ewom	ewom	NOUN
easat-5281	112	5	influences	influence	NOUN
easat-5281	112	6	purchasing	purchasing	NOUN
easat-5281	112	7	decisions	decision	NOUN
easat-5281	112	8	.	.	PUNCT
easat-5281	113	1	handranata	handranata	PROPN
easat-5281	113	2	,	,	PUNCT
easat-5281	113	3	et	et	PROPN
easat-5281	113	4	al	al	PROPN
easat-5281	113	5	.	.	PUNCT
easat-5281	114	1	[	[	X
easat-5281	114	2	33	33	NUM
easat-5281	114	3	]	]	PUNCT
easat-5281	114	4	also	also	ADV
easat-5281	114	5	conveyed	convey	VERB
easat-5281	114	6	the	the	DET
easat-5281	114	7	same	same	ADJ
easat-5281	114	8	thing	thing	NOUN
easat-5281	114	9	:	:	PUNCT
easat-5281	114	10	consumer	consumer	NOUN
easat-5281	114	11	reviews	review	NOUN
easat-5281	114	12	on	on	ADP
easat-5281	114	13	ewom	ewom	NOUN
easat-5281	114	14	have	have	VERB
easat-5281	114	15	a	a	DET
easat-5281	114	16	huge	huge	ADJ
easat-5281	114	17	influence	influence	NOUN
easat-5281	114	18	on	on	ADP
easat-5281	114	19	purchasing	purchasing	NOUN
easat-5281	114	20	decisions	decision	NOUN
easat-5281	114	21	.	.	PUNCT
easat-5281	115	1	so	so	ADV
easat-5281	115	2	based	base	VERB
easat-5281	115	3	on	on	ADP
easat-5281	115	4	previous	previous	ADJ
easat-5281	115	5	research	research	NOUN
easat-5281	115	6	,	,	PUNCT
easat-5281	115	7	it	it	PRON
easat-5281	115	8	can	can	AUX
easat-5281	115	9	be	be	AUX
easat-5281	115	10	temporarily	temporarily	ADV
easat-5281	115	11	assumed	assume	VERB
easat-5281	115	12	that	that	SCONJ
easat-5281	115	13	ewom	ewom	NOUN
easat-5281	115	14	has	have	VERB
easat-5281	115	15	a	a	DET
easat-5281	115	16	significant	significant	ADJ
easat-5281	115	17	influence	influence	NOUN
easat-5281	115	18	on	on	ADP
easat-5281	115	19	purchasing	purchasing	NOUN
easat-5281	115	20	decisions	decision	NOUN
easat-5281	115	21	.	.	PUNCT
easat-5281	116	1	therefore	therefore	ADV
easat-5281	116	2	,	,	PUNCT
easat-5281	116	3	the	the	DET
easat-5281	116	4	following	follow	VERB
easat-5281	116	5	hypothesis	hypothesis	NOUN
easat-5281	116	6	was	be	AUX
easat-5281	116	7	formulated	formulate	VERB
easat-5281	116	8	:	:	PUNCT
easat-5281	116	9	664	664	NUM
easat-5281	116	10	edelweiss	edelweiss	PROPN
easat-5281	116	11	applied	apply	VERB
easat-5281	116	12	science	science	NOUN
easat-5281	116	13	and	and	CCONJ
easat-5281	116	14	technology	technology	NOUN
easat-5281	116	15	issn	issn	PROPN
easat-5281	116	16	:	:	PUNCT
easat-5281	116	17	2576	2576	NUM
easat-5281	116	18	-	-	SYM
easat-5281	116	19	8484	8484	NUM
easat-5281	116	20	vol	vol	NOUN
easat-5281	116	21	.	.	PROPN
easat-5281	117	1	9	9	NUM
easat-5281	117	2	,	,	PUNCT
easat-5281	117	3	no	no	INTJ
easat-5281	117	4	.	.	NOUN
easat-5281	118	1	3	3	NUM
easat-5281	118	2	:	:	PUNCT
easat-5281	118	3	660	660	NUM
easat-5281	118	4	-	-	NUM
easat-5281	118	5	679	679	NUM
easat-5281	118	6	,	,	PUNCT
easat-5281	118	7	2025	2025	NUM
easat-5281	118	8	doi	doi	NOUN
easat-5281	118	9	:	:	PUNCT
easat-5281	118	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	118	11	©	©	ADP
easat-5281	118	12	2025	2025	NUM
easat-5281	118	13	by	by	ADP
easat-5281	118	14	the	the	DET
easat-5281	118	15	authors	author	NOUN
easat-5281	118	16	;	;	PUNCT
easat-5281	118	17	licensee	licensee	PROPN
easat-5281	118	18	learning	learn	VERB
easat-5281	118	19	gate	gate	PROPN
easat-5281	118	20	h1	h1	PROPN
easat-5281	118	21	:	:	PUNCT
easat-5281	118	22	electronic	electronic	ADJ
easat-5281	118	23	word	word	NOUN
easat-5281	118	24	of	of	ADP
easat-5281	118	25	mouth	mouth	NOUN
easat-5281	118	26	on	on	ADP
easat-5281	118	27	shopee	shopee	NOUN
easat-5281	118	28	iswhite	iswhite	PROPN
easat-5281	118	29	e	e	NOUN
easat-5281	118	30	-	-	NOUN
easat-5281	118	31	commerce	commerce	NOUN
easat-5281	118	32	has	have	VERB
easat-5281	118	33	a	a	DET
easat-5281	118	34	significant	significant	ADJ
easat-5281	118	35	influence	influence	NOUN
easat-5281	118	36	on	on	ADP
easat-5281	118	37	purchasing	purchasing	NOUN
easat-5281	118	38	decisions	decision	NOUN
easat-5281	118	39	.	.	PUNCT
easat-5281	119	1	2.9	2.9	NUM
easat-5281	119	2	.	.	PUNCT
easat-5281	120	1	the	the	DET
easat-5281	120	2	effect	effect	NOUN
easat-5281	120	3	of	of	ADP
easat-5281	120	4	iswhite	iswhite	ADJ
easat-5281	120	5	product	product	NOUN
easat-5281	120	6	innovation	innovation	NOUN
easat-5281	120	7	on	on	ADP
easat-5281	120	8	purchasing	purchase	VERB
easat-5281	120	9	decisions	decision	NOUN
easat-5281	120	10	at	at	ADP
easat-5281	120	11	shopee	shopee	NOUN
easat-5281	120	12	in	in	ADP
easat-5281	120	13	research	research	NOUN
easat-5281	120	14	conducted	conduct	VERB
easat-5281	120	15	by	by	ADP
easat-5281	120	16	rayi	rayi	NOUN
easat-5281	120	17	and	and	CCONJ
easat-5281	120	18	aras	aras	X
easat-5281	120	19	[	[	X
easat-5281	120	20	23	23	NUM
easat-5281	120	21	]	]	X
easat-5281	120	22	significant	significant	ADJ
easat-5281	120	23	involvement	involvement	NOUN
easat-5281	120	24	was	be	AUX
easat-5281	120	25	found	find	VERB
easat-5281	120	26	between	between	ADP
easat-5281	120	27	product	product	NOUN
easat-5281	120	28	innovation	innovation	NOUN
easat-5281	120	29	and	and	CCONJ
easat-5281	120	30	purchasing	purchasing	NOUN
easat-5281	120	31	decisions	decision	NOUN
easat-5281	120	32	.	.	PUNCT
easat-5281	121	1	the	the	DET
easat-5281	121	2	same	same	ADJ
easat-5281	121	3	results	result	NOUN
easat-5281	121	4	were	be	AUX
easat-5281	121	5	also	also	ADV
easat-5281	121	6	proven	prove	VERB
easat-5281	121	7	in	in	ADP
easat-5281	121	8	research	research	NOUN
easat-5281	121	9	conducted	conduct	VERB
easat-5281	121	10	by	by	ADP
easat-5281	121	11	pulungan	pulungan	NOUN
easat-5281	121	12	,	,	PUNCT
easat-5281	121	13	et	et	PROPN
easat-5281	121	14	al	al	PROPN
easat-5281	121	15	.	.	PUNCT
easat-5281	122	1	[	[	X
easat-5281	122	2	34	34	NUM
easat-5281	122	3	]	]	PUNCT
easat-5281	122	4	which	which	PRON
easat-5281	122	5	found	find	VERB
easat-5281	122	6	that	that	SCONJ
easat-5281	122	7	product	product	NOUN
easat-5281	122	8	innovation	innovation	NOUN
easat-5281	122	9	provides	provide	VERB
easat-5281	122	10	significant	significant	ADJ
easat-5281	122	11	results	result	NOUN
easat-5281	122	12	on	on	ADP
easat-5281	122	13	purchasing	purchase	VERB
easat-5281	122	14	decisions	decision	NOUN
easat-5281	122	15	.	.	PUNCT
easat-5281	123	1	seeing	see	VERB
easat-5281	123	2	the	the	DET
easat-5281	123	3	results	result	NOUN
easat-5281	123	4	of	of	ADP
easat-5281	123	5	some	some	PRON
easat-5281	123	6	of	of	ADP
easat-5281	123	7	these	these	DET
easat-5281	123	8	studies	study	NOUN
easat-5281	123	9	,	,	PUNCT
easat-5281	123	10	it	it	PRON
easat-5281	123	11	can	can	AUX
easat-5281	123	12	be	be	AUX
easat-5281	123	13	temporarily	temporarily	ADV
easat-5281	123	14	assumed	assume	VERB
easat-5281	123	15	that	that	SCONJ
easat-5281	123	16	iswhite	iswhite	ADJ
easat-5281	123	17	product	product	NOUN
easat-5281	123	18	innovation	innovation	NOUN
easat-5281	123	19	in	in	ADP
easat-5281	123	20	shopee	shopee	NOUN
easat-5281	123	21	e	e	NOUN
easat-5281	123	22	-	-	NOUN
easat-5281	123	23	commerce	commerce	NOUN
easat-5281	123	24	has	have	VERB
easat-5281	123	25	a	a	DET
easat-5281	123	26	significant	significant	ADJ
easat-5281	123	27	influence	influence	NOUN
easat-5281	123	28	on	on	ADP
easat-5281	123	29	purchasing	purchasing	NOUN
easat-5281	123	30	decisions	decision	NOUN
easat-5281	123	31	.	.	PUNCT
easat-5281	124	1	h2	h2	NOUN
easat-5281	124	2	:	:	PUNCT
easat-5281	124	3	in	in	ADP
easat-5281	124	4	shopee	shopee	NOUN
easat-5281	124	5	e	e	NOUN
easat-5281	124	6	-	-	NOUN
easat-5281	124	7	commerce	commerce	ADJ
easat-5281	124	8	,	,	PUNCT
easat-5281	124	9	iswhite	iswhite	ADJ
easat-5281	124	10	product	product	NOUN
easat-5281	124	11	innovation	innovation	NOUN
easat-5281	124	12	has	have	VERB
easat-5281	124	13	a	a	DET
easat-5281	124	14	significant	significant	ADJ
easat-5281	124	15	influence	influence	NOUN
easat-5281	124	16	on	on	ADP
easat-5281	124	17	purchasing	purchasing	NOUN
easat-5281	124	18	decisions	decision	NOUN
easat-5281	124	19	.	.	PUNCT
easat-5281	125	1	2.10	2.10	NUM
easat-5281	125	2	.	.	PUNCT
easat-5281	126	1	the	the	DET
easat-5281	126	2	effect	effect	NOUN
easat-5281	126	3	of	of	ADP
easat-5281	126	4	purchasing	purchase	VERB
easat-5281	126	5	decisions	decision	NOUN
easat-5281	126	6	on	on	ADP
easat-5281	126	7	consumer	consumer	NOUN
easat-5281	126	8	loyalty	loyalty	NOUN
easat-5281	126	9	for	for	ADP
easat-5281	126	10	iswhite	iswhite	ADJ
easat-5281	126	11	products	product	NOUN
easat-5281	126	12	at	at	ADP
easat-5281	126	13	shopee	shopee	NOUN
easat-5281	126	14	in	in	ADP
easat-5281	126	15	research	research	NOUN
easat-5281	126	16	conducted	conduct	VERB
easat-5281	126	17	by	by	ADP
easat-5281	126	18	hariyadi	hariyadi	NOUN
easat-5281	126	19	,	,	PUNCT
easat-5281	126	20	et	et	PROPN
easat-5281	126	21	al	al	PROPN
easat-5281	126	22	.	.	PUNCT
easat-5281	127	1	[	[	X
easat-5281	127	2	35	35	NUM
easat-5281	127	3	]	]	PUNCT
easat-5281	127	4	also	also	ADV
easat-5281	127	5	proves	prove	VERB
easat-5281	127	6	that	that	SCONJ
easat-5281	127	7	purchasing	purchasing	NOUN
easat-5281	127	8	decisions	decision	NOUN
easat-5281	127	9	have	have	VERB
easat-5281	127	10	a	a	DET
easat-5281	127	11	significant	significant	ADJ
easat-5281	127	12	influence	influence	NOUN
easat-5281	127	13	on	on	ADP
easat-5281	127	14	consumer	consumer	NOUN
easat-5281	127	15	loyalty	loyalty	NOUN
easat-5281	127	16	.	.	PUNCT
easat-5281	128	1	on	on	ADP
easat-5281	128	2	the	the	DET
easat-5281	128	3	other	other	ADJ
easat-5281	128	4	hand	hand	NOUN
easat-5281	128	5	,	,	PUNCT
easat-5281	128	6	adnan	adnan	PROPN
easat-5281	129	1	[	[	X
easat-5281	129	2	12	12	NUM
easat-5281	129	3	]	]	PUNCT
easat-5281	129	4	stated	state	VERB
easat-5281	129	5	the	the	DET
easat-5281	129	6	same	same	ADJ
easat-5281	129	7	thing	thing	NOUN
easat-5281	129	8	that	that	PRON
easat-5281	129	9	purchasing	purchase	VERB
easat-5281	129	10	decisions	decision	NOUN
easat-5281	129	11	have	have	VERB
easat-5281	129	12	a	a	DET
easat-5281	129	13	significant	significant	ADJ
easat-5281	129	14	influence	influence	NOUN
easat-5281	129	15	on	on	ADP
easat-5281	129	16	consumer	consumer	NOUN
easat-5281	129	17	loyalty	loyalty	NOUN
easat-5281	129	18	.	.	PUNCT
easat-5281	130	1	seeing	see	VERB
easat-5281	130	2	some	some	PRON
easat-5281	130	3	of	of	ADP
easat-5281	130	4	the	the	DET
easat-5281	130	5	results	result	NOUN
easat-5281	130	6	of	of	ADP
easat-5281	130	7	these	these	DET
easat-5281	130	8	studies	study	NOUN
easat-5281	130	9	,	,	PUNCT
easat-5281	130	10	it	it	PRON
easat-5281	130	11	can	can	AUX
easat-5281	130	12	be	be	AUX
easat-5281	130	13	temporarily	temporarily	ADV
easat-5281	130	14	assumed	assume	VERB
easat-5281	130	15	that	that	SCONJ
easat-5281	130	16	the	the	DET
easat-5281	130	17	decision	decision	NOUN
easat-5281	130	18	to	to	PART
easat-5281	130	19	purchase	purchase	VERB
easat-5281	130	20	iswhite	iswhite	ADJ
easat-5281	130	21	products	product	NOUN
easat-5281	130	22	in	in	ADP
easat-5281	130	23	shopee	shopee	NOUN
easat-5281	130	24	ecommerce	ecommerce	NOUN
easat-5281	130	25	has	have	VERB
easat-5281	130	26	a	a	DET
easat-5281	130	27	significant	significant	ADJ
easat-5281	130	28	influence	influence	NOUN
easat-5281	130	29	on	on	ADP
easat-5281	130	30	consumer	consumer	NOUN
easat-5281	130	31	loyalty	loyalty	NOUN
easat-5281	130	32	.	.	PUNCT
easat-5281	131	1	h3	h3	NOUN
easat-5281	131	2	:	:	PUNCT
easat-5281	131	3	purchasing	purchase	VERB
easat-5281	131	4	decisions	decision	NOUN
easat-5281	131	5	for	for	ADP
easat-5281	131	6	iswhite	iswhite	ADJ
easat-5281	131	7	products	product	NOUN
easat-5281	131	8	in	in	ADP
easat-5281	131	9	shopee	shopee	NOUN
easat-5281	131	10	e	e	NOUN
easat-5281	131	11	-	-	NOUN
easat-5281	131	12	commerce	commerce	NOUN
easat-5281	131	13	have	have	VERB
easat-5281	131	14	a	a	DET
easat-5281	131	15	significant	significant	ADJ
easat-5281	131	16	influence	influence	NOUN
easat-5281	131	17	on	on	ADP
easat-5281	131	18	consumer	consumer	NOUN
easat-5281	131	19	loyalty	loyalty	NOUN
easat-5281	131	20	.	.	PUNCT
easat-5281	132	1	2.11	2.11	NUM
easat-5281	132	2	.	.	PUNCT
easat-5281	132	3	data	datum	NOUN
easat-5281	132	4	collection	collection	NOUN
easat-5281	132	5	and	and	CCONJ
easat-5281	132	6	research	research	NOUN
easat-5281	132	7	method	method	NOUN
easat-5281	132	8	the	the	DET
easat-5281	132	9	quantitative	quantitative	ADJ
easat-5281	132	10	research	research	NOUN
easat-5281	132	11	method	method	NOUN
easat-5281	132	12	was	be	AUX
easat-5281	132	13	chosen	choose	VERB
easat-5281	132	14	because	because	SCONJ
easat-5281	132	15	researchers	researcher	NOUN
easat-5281	132	16	wanted	want	VERB
easat-5281	132	17	to	to	PART
easat-5281	132	18	get	get	VERB
easat-5281	132	19	more	more	ADV
easat-5281	132	20	accurate	accurate	ADJ
easat-5281	132	21	data	datum	NOUN
easat-5281	132	22	through	through	ADP
easat-5281	132	23	numbers	number	NOUN
easat-5281	132	24	.	.	PUNCT
easat-5281	133	1	another	another	DET
easat-5281	133	2	method	method	NOUN
easat-5281	133	3	used	use	VERB
easat-5281	133	4	in	in	ADP
easat-5281	133	5	this	this	DET
easat-5281	133	6	research	research	NOUN
easat-5281	133	7	is	be	AUX
easat-5281	133	8	the	the	DET
easat-5281	133	9	survey	survey	NOUN
easat-5281	133	10	method	method	NOUN
easat-5281	133	11	,	,	PUNCT
easat-5281	133	12	which	which	PRON
easat-5281	133	13	is	be	AUX
easat-5281	133	14	the	the	DET
easat-5281	133	15	process	process	NOUN
easat-5281	133	16	of	of	ADP
easat-5281	133	17	collecting	collect	VERB
easat-5281	133	18	information	information	NOUN
easat-5281	133	19	,	,	PUNCT
easat-5281	133	20	facts	fact	NOUN
easat-5281	133	21	,	,	PUNCT
easat-5281	133	22	and	and	CCONJ
easat-5281	133	23	analyzing	analyze	VERB
easat-5281	133	24	social	social	ADJ
easat-5281	133	25	data	datum	NOUN
easat-5281	133	26	in	in	ADP
easat-5281	133	27	a	a	DET
easat-5281	133	28	structured	structured	ADJ
easat-5281	133	29	and	and	CCONJ
easat-5281	133	30	detailed	detailed	ADJ
easat-5281	133	31	manner	manner	NOUN
easat-5281	133	32	through	through	ADP
easat-5281	133	33	questionnaire	questionnaire	NOUN
easat-5281	133	34	instruments	instrument	NOUN
easat-5281	133	35	[	[	X
easat-5281	133	36	36	36	NUM
easat-5281	133	37	]	]	PUNCT
easat-5281	133	38	.	.	PUNCT
easat-5281	134	1	the	the	DET
easat-5281	134	2	questionnaire	questionnaire	NOUN
easat-5281	134	3	to	to	PART
easat-5281	134	4	be	be	AUX
easat-5281	134	5	used	use	VERB
easat-5281	134	6	is	be	AUX
easat-5281	134	7	a	a	DET
easat-5281	134	8	closed	closed	ADJ
easat-5281	134	9	questionnaire	questionnaire	NOUN
easat-5281	134	10	,	,	PUNCT
easat-5281	134	11	meaning	mean	VERB
easat-5281	134	12	that	that	SCONJ
easat-5281	134	13	data	datum	NOUN
easat-5281	134	14	collection	collection	NOUN
easat-5281	134	15	is	be	AUX
easat-5281	134	16	carried	carry	VERB
easat-5281	134	17	out	out	ADP
easat-5281	134	18	by	by	ADP
easat-5281	134	19	asking	ask	VERB
easat-5281	134	20	respondents	respondent	NOUN
easat-5281	134	21	questions	question	NOUN
easat-5281	134	22	and	and	CCONJ
easat-5281	134	23	providing	provide	VERB
easat-5281	134	24	answers	answer	NOUN
easat-5281	134	25	in	in	ADP
easat-5281	134	26	the	the	DET
easat-5281	134	27	form	form	NOUN
easat-5281	134	28	of	of	ADP
easat-5281	134	29	choices	choice	NOUN
easat-5281	134	30	.	.	PUNCT
easat-5281	135	1	the	the	DET
easat-5281	135	2	study	study	NOUN
easat-5281	135	3	selects	select	VERB
easat-5281	135	4	a	a	DET
easat-5281	135	5	population	population	NOUN
easat-5281	135	6	based	base	VERB
easat-5281	135	7	on	on	ADP
easat-5281	135	8	specific	specific	ADJ
easat-5281	135	9	characteristics	characteristic	NOUN
easat-5281	135	10	:	:	PUNCT
easat-5281	135	11	individuals	individual	NOUN
easat-5281	135	12	who	who	PRON
easat-5281	135	13	use	use	VERB
easat-5281	135	14	and	and	CCONJ
easat-5281	135	15	purchase	purchase	VERB
easat-5281	135	16	iswhite	iswhite	ADJ
easat-5281	135	17	body	body	NOUN
easat-5281	135	18	mask	mask	NOUN
easat-5281	135	19	products	product	NOUN
easat-5281	135	20	through	through	ADP
easat-5281	135	21	shopee	shopee	NOUN
easat-5281	135	22	e	e	NOUN
easat-5281	135	23	-	-	NOUN
easat-5281	135	24	commerce	commerce	NOUN
easat-5281	135	25	in	in	ADP
easat-5281	135	26	2023	2023	NUM
easat-5281	135	27	.	.	PUNCT
easat-5281	136	1	respondents	respondent	NOUN
easat-5281	136	2	are	be	AUX
easat-5281	136	3	made	make	VERB
easat-5281	136	4	up	up	ADP
easat-5281	136	5	of	of	ADP
easat-5281	136	6	three	three	NUM
easat-5281	136	7	generations	generation	NOUN
easat-5281	136	8	,	,	PUNCT
easat-5281	136	9	namely	namely	ADV
easat-5281	136	10	generation	generation	NOUN
easat-5281	136	11	x	x	NOUN
easat-5281	136	12	,	,	PUNCT
easat-5281	136	13	the	the	DET
easat-5281	136	14	millennial	millennial	ADJ
easat-5281	136	15	generation	generation	NOUN
easat-5281	136	16	,	,	PUNCT
easat-5281	136	17	and	and	CCONJ
easat-5281	136	18	generation	generation	NOUN
easat-5281	136	19	z	z	NOUN
easat-5281	136	20	,	,	PUNCT
easat-5281	136	21	with	with	ADP
easat-5281	136	22	an	an	DET
easat-5281	136	23	age	age	NOUN
easat-5281	136	24	range	range	NOUN
easat-5281	136	25	of	of	ADP
easat-5281	136	26	12–59	12–59	NUM
easat-5281	136	27	years	year	NOUN
easat-5281	136	28	,	,	PUNCT
easat-5281	136	29	and	and	CCONJ
easat-5281	136	30	the	the	DET
easat-5281	136	31	sample	sample	NOUN
easat-5281	136	32	size	size	NOUN
easat-5281	136	33	was	be	AUX
easat-5281	136	34	100	100	NUM
easat-5281	136	35	people	people	NOUN
easat-5281	136	36	.	.	PUNCT
easat-5281	137	1	the	the	DET
easat-5281	137	2	questionnaire	questionnaire	NOUN
easat-5281	137	3	,	,	PUNCT
easat-5281	137	4	compiled	compile	VERB
easat-5281	137	5	in	in	ADP
easat-5281	137	6	the	the	DET
easat-5281	137	7	form	form	NOUN
easat-5281	137	8	of	of	ADP
easat-5281	137	9	a	a	DET
easat-5281	137	10	google	google	NOUN
easat-5281	137	11	form	form	NOUN
easat-5281	137	12	,	,	PUNCT
easat-5281	137	13	will	will	AUX
easat-5281	137	14	be	be	AUX
easat-5281	137	15	distributed	distribute	VERB
easat-5281	137	16	via	via	ADP
easat-5281	137	17	the	the	DET
easat-5281	137	18	customer	customer	NOUN
easat-5281	137	19	's	's	PART
easat-5281	137	20	whatsapp	whatsapp	NOUN
easat-5281	137	21	number	number	NOUN
easat-5281	137	22	,	,	PUNCT
easat-5281	137	23	which	which	PRON
easat-5281	137	24	the	the	DET
easat-5281	137	25	researcher	researcher	NOUN
easat-5281	137	26	can	can	AUX
easat-5281	137	27	obtain	obtain	VERB
easat-5281	137	28	from	from	ADP
easat-5281	137	29	the	the	DET
easat-5281	137	30	company	company	NOUN
easat-5281	137	31	's	's	PART
easat-5281	137	32	internal	internal	ADJ
easat-5281	137	33	information	information	NOUN
easat-5281	137	34	.	.	PUNCT
easat-5281	138	1	the	the	DET
easat-5281	138	2	researcher	researcher	NOUN
easat-5281	138	3	will	will	AUX
easat-5281	138	4	then	then	ADV
easat-5281	138	5	contact	contact	VERB
easat-5281	138	6	the	the	DET
easat-5281	138	7	customer	customer	NOUN
easat-5281	138	8	.	.	PUNCT
easat-5281	139	1	this	this	DET
easat-5281	139	2	questionnaire	questionnaire	NOUN
easat-5281	139	3	will	will	AUX
easat-5281	139	4	be	be	AUX
easat-5281	139	5	distributed	distribute	VERB
easat-5281	139	6	to	to	ADP
easat-5281	139	7	100	100	NUM
easat-5281	139	8	respondents	respondent	NOUN
easat-5281	139	9	according	accord	VERB
easat-5281	139	10	to	to	ADP
easat-5281	139	11	predetermined	predetermine	VERB
easat-5281	139	12	criteria	criterion	NOUN
easat-5281	139	13	.	.	PUNCT
easat-5281	140	1	the	the	DET
easat-5281	140	2	statistical	statistical	ADJ
easat-5281	140	3	package	package	NOUN
easat-5281	140	4	for	for	ADP
easat-5281	140	5	social	social	ADJ
easat-5281	140	6	science	science	NOUN
easat-5281	140	7	(	(	PUNCT
easat-5281	140	8	spss	spss	PROPN
easat-5281	140	9	)	)	PUNCT
easat-5281	140	10	software	software	NOUN
easat-5281	140	11	will	will	AUX
easat-5281	140	12	process	process	VERB
easat-5281	140	13	all	all	DET
easat-5281	140	14	the	the	DET
easat-5281	140	15	collected	collect	VERB
easat-5281	140	16	data	datum	NOUN
easat-5281	140	17	.	.	PUNCT
easat-5281	141	1	data	datum	NOUN
easat-5281	141	2	collection	collection	NOUN
easat-5281	141	3	through	through	ADP
easat-5281	141	4	questionnaires	questionnaire	NOUN
easat-5281	141	5	can	can	AUX
easat-5281	141	6	be	be	AUX
easat-5281	141	7	seen	see	VERB
easat-5281	141	8	in	in	ADP
easat-5281	141	9	table	table	NOUN
easat-5281	141	10	1	1	NUM
easat-5281	141	11	.	.	X
easat-5281	141	12	665	665	NUM
easat-5281	141	13	edelweiss	edelweiss	PROPN
easat-5281	141	14	applied	apply	VERB
easat-5281	141	15	science	science	NOUN
easat-5281	141	16	and	and	CCONJ
easat-5281	141	17	technology	technology	NOUN
easat-5281	141	18	issn	issn	PROPN
easat-5281	141	19	:	:	PUNCT
easat-5281	141	20	2576	2576	NUM
easat-5281	141	21	-	-	SYM
easat-5281	141	22	8484	8484	NUM
easat-5281	141	23	vol	vol	NOUN
easat-5281	141	24	.	.	PROPN
easat-5281	142	1	9	9	NUM
easat-5281	142	2	,	,	PUNCT
easat-5281	142	3	no	no	INTJ
easat-5281	142	4	.	.	NOUN
easat-5281	143	1	3	3	NUM
easat-5281	143	2	:	:	PUNCT
easat-5281	143	3	660	660	NUM
easat-5281	143	4	-	-	NUM
easat-5281	143	5	679	679	NUM
easat-5281	143	6	,	,	PUNCT
easat-5281	143	7	2025	2025	NUM
easat-5281	143	8	doi	doi	NOUN
easat-5281	143	9	:	:	PUNCT
easat-5281	143	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	143	11	©	©	ADP
easat-5281	143	12	2025	2025	NUM
easat-5281	143	13	by	by	ADP
easat-5281	143	14	the	the	DET
easat-5281	143	15	authors	author	NOUN
easat-5281	143	16	;	;	PUNCT
easat-5281	143	17	licensee	licensee	PROPN
easat-5281	143	18	learning	learn	VERB
easat-5281	143	19	gate	gate	NOUN
easat-5281	143	20	table	table	NOUN
easat-5281	143	21	1	1	NUM
easat-5281	143	22	.	.	PUNCT
easat-5281	143	23	questionnaire	questionnaire	NOUN
easat-5281	143	24	.	.	PUNCT
easat-5281	144	1	variable	variable	ADJ
easat-5281	144	2	dimensions	dimension	NOUN
easat-5281	144	3	item	item	PROPN
easat-5281	144	4	questionnaire	questionnaire	NOUN
easat-5281	144	5	source	source	NOUN
easat-5281	144	6	electronic	electronic	ADJ
easat-5281	144	7	word	word	NOUN
easat-5281	144	8	of	of	ADP
easat-5281	144	9	mouth	mouth	NOUN
easat-5281	144	10	source	source	NOUN
easat-5281	144	11	credibility	credibility	NOUN
easat-5281	144	12	xa1	xa1	PUNCT
easat-5281	145	1	i	i	PRON
easat-5281	145	2	feel	feel	VERB
easat-5281	145	3	that	that	SCONJ
easat-5281	145	4	the	the	DET
easat-5281	145	5	information	information	NOUN
easat-5281	145	6	provided	provide	VERB
easat-5281	145	7	about	about	ADP
easat-5281	145	8	iswhite	iswhite	ADJ
easat-5281	145	9	body	body	NOUN
easat-5281	145	10	mask	mask	NOUN
easat-5281	145	11	in	in	ADP
easat-5281	145	12	the	the	DET
easat-5281	145	13	product	product	NOUN
easat-5281	145	14	review	review	NOUN
easat-5281	145	15	colums	colum	NOUN
easat-5281	145	16	on	on	ADP
easat-5281	145	17	shopee	shopee	NOUN
easat-5281	145	18	is	be	AUX
easat-5281	145	19	accurate	accurate	ADJ
easat-5281	145	20	information	information	NOUN
easat-5281	145	21	rani	rani	NOUN
easat-5281	145	22	and	and	CCONJ
easat-5281	145	23	shivaprasad	shivaprasad	ADJ
easat-5281	146	1	[	[	X
easat-5281	146	2	37	37	NUM
easat-5281	146	3	]	]	PUNCT
easat-5281	146	4	xa2	xa2	PROPN
easat-5281	147	1	i	i	PRON
easat-5281	147	2	trust	trust	VERB
easat-5281	147	3	review	review	NOUN
easat-5281	147	4	about	about	ADP
easat-5281	147	5	iswhite	iswhite	ADJ
easat-5281	147	6	body	body	NOUN
easat-5281	147	7	mask	mask	NOUN
easat-5281	147	8	using	use	VERB
easat-5281	147	9	the	the	DET
easat-5281	147	10	reviewer	reviewer	NOUN
easat-5281	147	11	’s	’s	PART
easat-5281	147	12	real	real	ADJ
easat-5281	147	13	name	name	NOUN
easat-5281	147	14	rether	rether	NOUN
easat-5281	147	15	than	than	ADP
easat-5281	147	16	a	a	DET
easat-5281	147	17	pseudon	pseudon	NOUN
easat-5281	148	1	ym	ym	INTJ
easat-5281	148	2	xa3	xa3	PROPN
easat-5281	149	1	i	i	PRON
easat-5281	149	2	trust	trust	VERB
easat-5281	149	3	review	review	NOUN
easat-5281	149	4	if	if	SCONJ
easat-5281	149	5	the	the	DET
easat-5281	149	6	reviewer	reviewer	NOUN
easat-5281	149	7	has	have	VERB
easat-5281	149	8	knowledge	knowledge	NOUN
easat-5281	149	9	about	about	ADP
easat-5281	149	10	iswhite	iswhite	ADJ
easat-5281	149	11	body	body	NOUN
easat-5281	149	12	mask	mask	NOUN
easat-5281	149	13	products	product	NOUN
easat-5281	149	14	source	source	NOUN
easat-5281	149	15	homophily	homophily	ADV
easat-5281	149	16	xa4	xa4	PROPN
easat-5281	150	1	i	i	PRON
easat-5281	150	2	have	have	VERB
easat-5281	150	3	more	more	ADJ
easat-5281	150	4	trust	trust	NOUN
easat-5281	150	5	in	in	ADP
easat-5281	150	6	product	product	NOUN
easat-5281	150	7	reviews	review	NOUN
easat-5281	150	8	where	where	SCONJ
easat-5281	150	9	the	the	DET
easat-5281	150	10	reviwer	reviwer	NOUN
easat-5281	150	11	is	be	AUX
easat-5281	150	12	the	the	DET
easat-5281	150	13	same	same	ADJ
easat-5281	150	14	age	age	NOUN
easat-5281	150	15	as	as	ADP
easat-5281	150	16	me	i	PRON
easat-5281	150	17	xa5	xa5	PROPN
easat-5281	151	1	i	i	PRON
easat-5281	151	2	have	have	VERB
easat-5281	151	3	more	more	ADJ
easat-5281	151	4	trust	trust	NOUN
easat-5281	151	5	in	in	ADP
easat-5281	151	6	reviews	review	NOUN
easat-5281	151	7	where	where	SCONJ
easat-5281	151	8	the	the	DET
easat-5281	151	9	reviewer	reviewer	NOUN
easat-5281	151	10	is	be	AUX
easat-5281	151	11	the	the	DET
easat-5281	151	12	same	same	ADJ
easat-5281	151	13	gender	gender	NOUN
easat-5281	151	14	as	as	ADP
easat-5281	151	15	me	i	PRON
easat-5281	151	16	xa6	xa6	PUNCT
easat-5281	152	1	i	i	PRON
easat-5281	152	2	have	have	VERB
easat-5281	152	3	more	more	ADJ
easat-5281	152	4	trust	trust	NOUN
easat-5281	152	5	in	in	ADP
easat-5281	152	6	reviewr	reviewr	NOUN
easat-5281	152	7	where	where	SCONJ
easat-5281	152	8	the	the	DET
easat-5281	152	9	geographical	geographical	ADJ
easat-5281	152	10	residence	residence	NOUN
easat-5281	152	11	is	be	AUX
easat-5281	152	12	the	the	DET
easat-5281	152	13	same	same	ADJ
easat-5281	152	14	as	as	ADP
easat-5281	152	15	mine	mine	ADJ
easat-5281	152	16	message	message	NOUN
easat-5281	152	17	credibility	credibility	NOUN
easat-5281	152	18	xa7	xa7	PROPN
easat-5281	153	1	i	i	PRON
easat-5281	153	2	think	think	VERB
easat-5281	153	3	positive	positive	ADJ
easat-5281	153	4	review	review	NOUN
easat-5281	153	5	about	about	ADP
easat-5281	153	6	iswhite	iswhite	ADJ
easat-5281	153	7	body	body	NOUN
easat-5281	153	8	mask	mask	NOUN
easat-5281	153	9	products	product	NOUN
easat-5281	153	10	have	have	VERB
easat-5281	153	11	a	a	DET
easat-5281	153	12	big	big	ADJ
easat-5281	153	13	influence	influence	NOUN
easat-5281	153	14	on	on	ADP
easat-5281	153	15	my	my	PRON
easat-5281	153	16	purchasing	purchase	VERB
easat-5281	153	17	decision	decision	NOUN
easat-5281	153	18	xa8	xa8	NOUN
easat-5281	154	1	i	i	PRON
easat-5281	154	2	think	think	VERB
easat-5281	154	3	negative	negative	ADJ
easat-5281	154	4	reviews	review	NOUN
easat-5281	154	5	about	about	ADP
easat-5281	154	6	iswhite	iswhite	ADJ
easat-5281	154	7	body	body	NOUN
easat-5281	154	8	mask	mask	NOUN
easat-5281	154	9	products	product	NOUN
easat-5281	154	10	have	have	VERB
easat-5281	154	11	a	a	DET
easat-5281	154	12	big	big	ADJ
easat-5281	154	13	influence	influence	NOUN
easat-5281	154	14	on	on	ADP
easat-5281	154	15	my	my	PRON
easat-5281	154	16	purchasing	purchasing	NOUN
easat-5281	154	17	decision	decision	NOUN
easat-5281	154	18	.	.	PUNCT
easat-5281	155	1	xa9	xa9	NOUN
easat-5281	156	1	i	i	PRON
easat-5281	156	2	think	think	VERB
easat-5281	156	3	the	the	DET
easat-5281	156	4	number	number	NOUN
easat-5281	156	5	of	of	ADP
easat-5281	156	6	reviews	review	NOUN
easat-5281	156	7	on	on	ADP
easat-5281	156	8	iswhite	iswhite	ADJ
easat-5281	156	9	body	body	NOUN
easat-5281	156	10	mask	mask	NOUN
easat-5281	156	11	products	product	NOUN
easat-5281	156	12	influences	influence	VERB
easat-5281	156	13	my	my	PRON
easat-5281	156	14	purchasing	purchase	VERB
easat-5281	156	15	decision	decision	NOUN
easat-5281	157	1	xa10	xa10	PROPN
easat-5281	158	1	i	i	PRON
easat-5281	158	2	think	think	VERB
easat-5281	158	3	reviews	review	NOUN
easat-5281	158	4	with	with	ADP
easat-5281	158	5	high	high	ADJ
easat-5281	158	6	ratings	rating	NOUN
easat-5281	158	7	or	or	CCONJ
easat-5281	158	8	likes	like	NOUN
easat-5281	158	9	on	on	ADP
easat-5281	158	10	iswhite	iswhite	ADJ
easat-5281	158	11	body	body	NOUN
easat-5281	158	12	mask	mask	NOUN
easat-5281	158	13	products	product	NOUN
easat-5281	158	14	at	at	ADP
easat-5281	158	15	shopee	shopee	NOUN
easat-5281	158	16	influence	influence	NOUN
easat-5281	158	17	my	my	PRON
easat-5281	158	18	purchasing	purchasing	NOUN
easat-5281	158	19	decisions	decision	NOUN
easat-5281	158	20	message	message	NOUN
easat-5281	158	21	quality	quality	NOUN
easat-5281	158	22	xa11	xa11	PROPN
easat-5281	159	1	i	i	PRON
easat-5281	159	2	think	think	VERB
easat-5281	159	3	reviews	review	NOUN
easat-5281	159	4	about	about	ADP
easat-5281	159	5	siwhite	siwhite	NOUN
easat-5281	159	6	body	body	NOUN
easat-5281	159	7	mask	mask	NOUN
easat-5281	159	8	products	product	NOUN
easat-5281	159	9	that	that	PRON
easat-5281	159	10	are	be	AUX
easat-5281	159	11	emotional	emotional	ADJ
easat-5281	159	12	in	in	ADP
easat-5281	159	13	nature	nature	NOUN
easat-5281	159	14	influence	influence	NOUN
easat-5281	159	15	my	my	PRON
easat-5281	159	16	purchasing	purchasing	NOUN
easat-5281	159	17	decisions	decision	NOUN
easat-5281	159	18	xa12	xa12	PROPN
easat-5281	160	1	i	i	PRON
easat-5281	160	2	think	think	VERB
easat-5281	160	3	reviews	review	NOUN
easat-5281	160	4	with	with	ADP
easat-5281	160	5	positive	positive	ADJ
easat-5281	160	6	or	or	CCONJ
easat-5281	160	7	negative	negative	ADJ
easat-5281	160	8	arguments	argument	NOUN
easat-5281	160	9	about	about	ADP
easat-5281	160	10	iswhite	iswhite	ADJ
easat-5281	160	11	body	body	NOUN
easat-5281	160	12	mask	mask	NOUN
easat-5281	160	13	products	product	NOUN
easat-5281	160	14	influence	influence	VERB
easat-5281	160	15	my	my	PRON
easat-5281	160	16	purchasing	purchasing	NOUN
easat-5281	160	17	decision	decision	NOUN
easat-5281	160	18	xa13	xa13	PROPN
easat-5281	160	19	i	i	PRON
easat-5281	160	20	think	think	VERB
easat-5281	160	21	reviews	review	NOUN
easat-5281	160	22	uploaded	upload	VERB
easat-5281	160	23	along	along	ADP
easat-5281	160	24	with	with	ADP
easat-5281	160	25	photos	photo	NOUN
easat-5281	160	26	or	or	CCONJ
easat-5281	160	27	vidios	vidio	NOUN
easat-5281	160	28	about	about	ADP
easat-5281	160	29	iswhite	iswhite	ADJ
easat-5281	160	30	body	body	NOUN
easat-5281	160	31	mask	mask	NOUN
easat-5281	160	32	products	product	NOUN
easat-5281	160	33	influence	influence	VERB
easat-5281	160	34	my	my	PRON
easat-5281	160	35	purchasing	purchase	VERB
easat-5281	160	36	decisions	decision	NOUN
easat-5281	160	37	receiver	receiver	NOUN
easat-5281	160	38	’s	’s	PART
easat-5281	160	39	characteristics	characteristic	NOUN
easat-5281	160	40	xa14	xa14	PROPN
easat-5281	161	1	i	i	PRON
easat-5281	161	2	prefer	prefer	VERB
easat-5281	161	3	to	to	PART
easat-5281	161	4	do	do	VERB
easat-5281	161	5	semething	semethe	VERB
easat-5281	161	6	that	that	PRON
easat-5281	161	7	does	do	AUX
easat-5281	161	8	n’t	not	PART
easat-5281	161	9	require	require	VERB
easat-5281	161	10	much	much	ADJ
easat-5281	161	11	consideration	consideration	NOUN
easat-5281	161	12	xa15	xa15	PROPN
easat-5281	161	13	i	i	PRON
easat-5281	161	14	only	only	ADV
easat-5281	161	15	read	read	VERB
easat-5281	161	16	reviews	review	NOUN
easat-5281	161	17	that	that	PRON
easat-5281	161	18	contain	contain	VERB
easat-5281	161	19	information	information	NOUN
easat-5281	161	20	that	that	PRON
easat-5281	161	21	is	be	AUX
easat-5281	161	22	relevant	relevant	ADJ
easat-5281	161	23	to	to	ADP
easat-5281	161	24	me	i	PRON
easat-5281	161	25	xa16	xa16	PROPN
easat-5281	162	1	i	i	PRON
easat-5281	162	2	read	read	VERB
easat-5281	162	3	all	all	DET
easat-5281	162	4	the	the	DET
easat-5281	162	5	reviews	review	NOUN
easat-5281	162	6	and	and	CCONJ
easat-5281	162	7	decide	decide	VERB
easat-5281	162	8	which	which	DET
easat-5281	162	9	ones	one	NOUN
easat-5281	162	10	are	be	AUX
easat-5281	162	11	relevant	relevant	ADJ
easat-5281	162	12	to	to	ADP
easat-5281	162	13	me	i	PRON
easat-5281	162	14	xa17	xa17	PROPN
easat-5281	162	15	i	i	PRON
easat-5281	162	16	have	have	VERB
easat-5281	162	17	the	the	DET
easat-5281	162	18	intention	intention	NOUN
easat-5281	162	19	to	to	PART
easat-5281	162	20	leave	leave	VERB
easat-5281	162	21	a	a	DET
easat-5281	162	22	similar	similar	ADJ
easat-5281	162	23	review	review	NOUN
easat-5281	162	24	regarding	regard	VERB
easat-5281	162	25	iswhite	iswhite	ADJ
easat-5281	162	26	body	body	NOUN
easat-5281	162	27	mask	mask	NOUN
easat-5281	162	28	products	product	NOUN
easat-5281	162	29	website	website	NOUN
easat-5281	162	30	credibility	credibility	PROPN
easat-5281	162	31	xa18	xa18	PROPN
easat-5281	162	32	reviews	review	VERB
easat-5281	162	33	on	on	ADP
easat-5281	162	34	shopee	shopee	NOUN
easat-5281	162	35	iswhite	iswhite	PROPN
easat-5281	162	36	e	e	NOUN
easat-5281	162	37	-	-	NOUN
easat-5281	162	38	commerce	commerce	NOUN
easat-5281	162	39	influence	influence	NOUN
easat-5281	162	40	my	my	PRON
easat-5281	162	41	purchasing	purchasing	NOUN
easat-5281	162	42	decision	decision	NOUN
easat-5281	162	43	.	.	PUNCT
easat-5281	163	1	xa19	xa19	PROPN
easat-5281	163	2	the	the	DET
easat-5281	163	3	popularity	popularity	NOUN
easat-5281	163	4	of	of	ADP
easat-5281	163	5	shopee	shopee	NOUN
easat-5281	163	6	iswhite	iswhite	PROPN
easat-5281	163	7	e	e	NOUN
easat-5281	163	8	-	-	NOUN
easat-5281	163	9	commerce	commerce	NOUN
easat-5281	163	10	in	in	ADP
easat-5281	163	11	providing	provide	VERB
easat-5281	163	12	review	review	NOUN
easat-5281	163	13	services	service	NOUN
easat-5281	163	14	influences	influence	VERB
easat-5281	163	15	my	my	PRON
easat-5281	163	16	purchasing	purchase	VERB
easat-5281	163	17	decision	decision	NOUN
easat-5281	163	18	product	product	NOUN
easat-5281	163	19	innovation	innovation	NOUN
easat-5281	163	20	technological	technological	ADJ
easat-5281	163	21	innovation	innovation	NOUN
easat-5281	163	22	xb1	xb1	INTJ
easat-5281	164	1	i	i	PRON
easat-5281	164	2	feel	feel	VERB
easat-5281	164	3	iswhite	iswhite	ADJ
easat-5281	164	4	body	body	NOUN
easat-5281	164	5	mask	mask	NOUN
easat-5281	164	6	products	product	NOUN
easat-5281	164	7	are	be	AUX
easat-5281	164	8	superior	superior	ADJ
easat-5281	164	9	to	to	ADP
easat-5281	164	10	other	other	ADJ
easat-5281	164	11	brand	brand	NOUN
easat-5281	164	12	.	.	PUNCT
easat-5281	165	1	shiau	shiau	PROPN
easat-5281	166	1	[	[	X
easat-5281	166	2	25	25	NUM
easat-5281	166	3	]	]	PUNCT
easat-5281	166	4	xb2	xb2	PROPN
easat-5281	167	1	i	i	PRON
easat-5281	167	2	feel	feel	VERB
easat-5281	167	3	that	that	SCONJ
easat-5281	167	4	the	the	DET
easat-5281	167	5	performance	performance	NOUN
easat-5281	167	6	of	of	ADP
easat-5281	167	7	iswhite	iswhite	ADJ
easat-5281	167	8	body	body	NOUN
easat-5281	167	9	mask	mask	NOUN
easat-5281	167	10	products	product	NOUN
easat-5281	167	11	has	have	VERB
easat-5281	167	12	satisfactory	satisfactory	ADJ
easat-5281	167	13	technological	technological	ADJ
easat-5281	167	14	quality	quality	NOUN
easat-5281	167	15	xb3	xb3	NOUN
easat-5281	168	1	i	i	PRON
easat-5281	168	2	feel	feel	VERB
easat-5281	168	3	that	that	SCONJ
easat-5281	168	4	the	the	DET
easat-5281	168	5	technology	technology	NOUN
easat-5281	168	6	in	in	ADP
easat-5281	168	7	is	be	AUX
easat-5281	168	8	white	white	ADJ
easat-5281	168	9	body	body	NOUN
easat-5281	168	10	mask	mask	NOUN
easat-5281	168	11	products	product	NOUN
easat-5281	168	12	is	be	AUX
easat-5281	168	13	able	able	ADJ
easat-5281	168	14	to	to	PART
easat-5281	168	15	adapt	adapt	VERB
easat-5281	168	16	to	to	ADP
easat-5281	168	17	new	new	ADJ
easat-5281	168	18	technologies	technology	NOUN
easat-5281	168	19	xb4	xb4	PROPN
easat-5281	169	1	i	i	PRON
easat-5281	169	2	feel	feel	VERB
easat-5281	169	3	that	that	PRON
easat-5281	169	4	is	be	AUX
easat-5281	169	5	white	white	ADJ
easat-5281	169	6	body	body	NOUN
easat-5281	169	7	mask	mask	NOUN
easat-5281	169	8	products	product	NOUN
easat-5281	169	9	have	have	VERB
easat-5281	169	10	high	high	ADJ
easat-5281	169	11	quality	quality	NOUN
easat-5281	169	12	technology	technology	NOUN
easat-5281	169	13	services	service	NOUN
easat-5281	169	14	innovation	innovation	NOUN
easat-5281	169	15	xb5	xb5	PROPN
easat-5281	170	1	i	i	PRON
easat-5281	170	2	feel	feel	VERB
easat-5281	170	3	that	that	SCONJ
easat-5281	170	4	the	the	DET
easat-5281	170	5	serbis	serbis	PROPN
easat-5281	170	6	provided	provide	VERB
easat-5281	170	7	by	by	ADP
easat-5281	170	8	is	be	AUX
easat-5281	170	9	white	white	ADJ
easat-5281	170	10	through	through	ADP
easat-5281	170	11	shopee	shopee	NOUN
easat-5281	170	12	e	e	NOUN
easat-5281	170	13	-	-	NOUN
easat-5281	170	14	commerce	commerce	NOUN
easat-5281	170	15	is	be	AUX
easat-5281	170	16	very	very	ADV
easat-5281	170	17	statisfying	statisfying	ADJ
easat-5281	170	18	.	.	PUNCT
easat-5281	171	1	xb6	xb6	NOUN
easat-5281	172	1	i	i	PRON
easat-5281	172	2	feel	feel	VERB
easat-5281	172	3	that	that	SCONJ
easat-5281	172	4	the	the	DET
easat-5281	172	5	service	service	NOUN
easat-5281	172	6	provided	provide	VERB
easat-5281	172	7	by	by	ADP
easat-5281	172	8	is	be	AUX
easat-5281	172	9	white	white	ADJ
easat-5281	172	10	through	through	ADP
easat-5281	172	11	the	the	DET
easat-5281	172	12	shopee	shopee	NOUN
easat-5281	172	13	e	e	NOUN
easat-5281	172	14	-	-	NOUN
easat-5281	172	15	commerce	commerce	NOUN
easat-5281	172	16	is	be	AUX
easat-5281	172	17	very	very	ADV
easat-5281	172	18	resposive	resposive	ADJ
easat-5281	172	19	666	666	NUM
easat-5281	172	20	edelweiss	edelweiss	PROPN
easat-5281	172	21	applied	apply	VERB
easat-5281	172	22	science	science	NOUN
easat-5281	172	23	and	and	CCONJ
easat-5281	172	24	technology	technology	NOUN
easat-5281	172	25	issn	issn	PROPN
easat-5281	172	26	:	:	PUNCT
easat-5281	172	27	2576	2576	NUM
easat-5281	172	28	-	-	SYM
easat-5281	172	29	8484	8484	NUM
easat-5281	172	30	vol	vol	NOUN
easat-5281	172	31	.	.	PROPN
easat-5281	173	1	9	9	NUM
easat-5281	173	2	,	,	PUNCT
easat-5281	173	3	no	no	INTJ
easat-5281	173	4	.	.	NOUN
easat-5281	174	1	3	3	NUM
easat-5281	174	2	:	:	PUNCT
easat-5281	174	3	660	660	NUM
easat-5281	174	4	-	-	NUM
easat-5281	174	5	679	679	NUM
easat-5281	174	6	,	,	PUNCT
easat-5281	174	7	2025	2025	NUM
easat-5281	174	8	doi	doi	NOUN
easat-5281	174	9	:	:	PUNCT
easat-5281	174	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	174	11	©	©	ADP
easat-5281	174	12	2025	2025	NUM
easat-5281	174	13	by	by	ADP
easat-5281	174	14	the	the	DET
easat-5281	174	15	authors	author	NOUN
easat-5281	174	16	;	;	PUNCT
easat-5281	175	1	licensee	licensee	NOUN
easat-5281	175	2	learning	learn	VERB
easat-5281	175	3	gate	gate	PROPN
easat-5281	176	1	xb7	xb7	PROPN
easat-5281	177	1	i	i	PRON
easat-5281	177	2	feal	feal	VERB
easat-5281	177	3	that	that	SCONJ
easat-5281	177	4	the	the	DET
easat-5281	177	5	service	service	NOUN
easat-5281	177	6	method	method	NOUN
easat-5281	177	7	provided	provide	VERB
easat-5281	177	8	by	by	ADP
easat-5281	177	9	is	be	AUX
easat-5281	177	10	white	white	ADJ
easat-5281	177	11	through	through	ADP
easat-5281	177	12	the	the	DET
easat-5281	177	13	shopee	shopee	NOUN
easat-5281	177	14	e	e	NOUN
easat-5281	177	15	-	-	NOUN
easat-5281	177	16	commerce	commerce	NOUN
easat-5281	177	17	is	be	AUX
easat-5281	177	18	very	very	ADV
easat-5281	177	19	efficient	efficient	ADJ
easat-5281	177	20	xb8	xb8	PUNCT
easat-5281	178	1	i	i	PRON
easat-5281	178	2	feel	feel	VERB
easat-5281	178	3	that	that	SCONJ
easat-5281	178	4	the	the	DET
easat-5281	178	5	quality	quality	NOUN
easat-5281	178	6	of	of	ADP
easat-5281	178	7	service	service	NOUN
easat-5281	178	8	provided	provide	VERB
easat-5281	178	9	by	by	ADP
easat-5281	178	10	is	be	AUX
easat-5281	178	11	white	white	ADJ
easat-5281	178	12	through	through	ADP
easat-5281	178	13	shopee	shopee	NOUN
easat-5281	178	14	e	e	NOUN
easat-5281	178	15	-	-	NOUN
easat-5281	178	16	commerce	commerce	NOUN
easat-5281	178	17	is	be	AUX
easat-5281	178	18	very	very	ADV
easat-5281	178	19	effective	effective	ADJ
easat-5281	178	20	new	new	ADJ
easat-5281	178	21	products	product	NOUN
easat-5281	178	22	xb9	xb9	NOUN
easat-5281	179	1	i	i	PRON
easat-5281	179	2	think	think	VERB
easat-5281	179	3	is	be	AUX
easat-5281	179	4	white	white	ADJ
easat-5281	179	5	body	body	NOUN
easat-5281	179	6	mask	mask	NOUN
easat-5281	179	7	products	product	NOUN
easat-5281	179	8	are	be	AUX
easat-5281	179	9	unique	unique	ADJ
easat-5281	179	10	and	and	CCONJ
easat-5281	179	11	worth	worth	ADJ
easat-5281	179	12	using	use	VERB
easat-5281	179	13	xb10	xb10	PROPN
easat-5281	179	14	i	i	PRON
easat-5281	179	15	think	think	VERB
easat-5281	179	16	is	be	AUX
easat-5281	179	17	white	white	ADJ
easat-5281	179	18	body	body	NOUN
easat-5281	179	19	mask	mask	NOUN
easat-5281	179	20	products	product	NOUN
easat-5281	179	21	are	be	AUX
easat-5281	179	22	superior	superior	ADJ
easat-5281	179	23	to	to	ADP
easat-5281	179	24	similar	similar	ADJ
easat-5281	179	25	products	product	NOUN
easat-5281	179	26	from	from	ADP
easat-5281	179	27	other	other	ADJ
easat-5281	179	28	brands	brand	NOUN
easat-5281	179	29	xb11	xb11	PROPN
easat-5281	180	1	i	i	PRON
easat-5281	180	2	think	think	VERB
easat-5281	180	3	is	be	AUX
easat-5281	180	4	white	white	ADJ
easat-5281	180	5	body	body	NOUN
easat-5281	180	6	mask	mask	NOUN
easat-5281	180	7	product	product	NOUN
easat-5281	180	8	are	be	AUX
easat-5281	180	9	different	different	ADJ
easat-5281	180	10	from	from	ADP
easat-5281	180	11	other	other	ADJ
easat-5281	180	12	similar	similar	ADJ
easat-5281	180	13	products	product	NOUN
easat-5281	181	1	xb12	xb12	PROPN
easat-5281	181	2	i	i	PRON
easat-5281	181	3	think	think	VERB
easat-5281	181	4	is	be	AUX
easat-5281	181	5	white	white	ADJ
easat-5281	181	6	body	body	NOUN
easat-5281	181	7	mask	mask	NOUN
easat-5281	181	8	products	product	NOUN
easat-5281	181	9	launch	launch	VERB
easat-5281	181	10	the	the	DET
easat-5281	181	11	latesh	latesh	ADJ
easat-5281	181	12	innovations	innovation	NOUN
easat-5281	181	13	compared	compare	VERB
easat-5281	181	14	to	to	ADP
easat-5281	181	15	similar	similar	ADJ
easat-5281	181	16	products	product	NOUN
easat-5281	181	17	from	from	ADP
easat-5281	181	18	other	other	ADJ
easat-5281	181	19	brands	brand	NOUN
easat-5281	181	20	market	market	NOUN
easat-5281	181	21	breakthrough	breakthrough	NOUN
easat-5281	182	1	xb13	xb13	PROPN
easat-5281	182	2	i	i	PRON
easat-5281	182	3	think	think	VERB
easat-5281	182	4	is	be	AUX
easat-5281	182	5	white	white	ADJ
easat-5281	182	6	body	body	NOUN
easat-5281	182	7	mask	mask	NOUN
easat-5281	182	8	products	product	NOUN
easat-5281	182	9	attactcertain	attactcertain	VERB
easat-5281	182	10	consumer	consumer	NOUN
easat-5281	182	11	groups	group	NOUN
easat-5281	183	1	xb14	xb14	PROPN
easat-5281	183	2	i	i	PRON
easat-5281	183	3	think	think	VERB
easat-5281	183	4	is	be	AUX
easat-5281	183	5	white	white	ADJ
easat-5281	183	6	body	body	NOUN
easat-5281	183	7	mask	mask	NOUN
easat-5281	183	8	products	product	NOUN
easat-5281	183	9	update	update	VERB
easat-5281	183	10	their	their	PRON
easat-5281	183	11	products	product	NOUN
easat-5281	183	12	to	to	PART
easat-5281	183	13	meet	meet	VERB
easat-5281	183	14	market	market	NOUN
easat-5281	183	15	needs	need	VERB
easat-5281	183	16	product	product	NOUN
easat-5281	183	17	selection	selection	NOUN
easat-5281	184	1	y1	y1	NOUN
easat-5281	185	1	i	i	PRON
easat-5281	185	2	think	think	VERB
easat-5281	185	3	the	the	DET
easat-5281	185	4	validity	validity	NOUN
easat-5281	185	5	of	of	ADP
easat-5281	185	6	the	the	PRON
easat-5281	185	7	is	be	AUX
easat-5281	185	8	white	white	ADJ
easat-5281	185	9	body	body	NOUN
easat-5281	185	10	mask	mask	NOUN
easat-5281	185	11	product	product	NOUN
easat-5281	185	12	is	be	AUX
easat-5281	185	13	a	a	DET
easat-5281	185	14	suitable	suitable	ADJ
easat-5281	185	15	product	product	NOUN
easat-5281	185	16	for	for	ADP
easat-5281	185	17	me	i	PRON
easat-5281	185	18	kotler	kotler	NOUN
easat-5281	185	19	and	and	CCONJ
easat-5281	185	20	keller	keller	PROPN
easat-5281	186	1	[	[	X
easat-5281	186	2	24	24	NUM
easat-5281	186	3	]	]	X
easat-5281	186	4	y2	y2	NOUN
easat-5281	186	5	i	i	PRON
easat-5281	186	6	think	think	VERB
easat-5281	186	7	the	the	DET
easat-5281	186	8	quality	quality	NOUN
easat-5281	186	9	of	of	ADP
easat-5281	186	10	the	the	PRON
easat-5281	186	11	is	be	AUX
easat-5281	186	12	white	white	ADJ
easat-5281	186	13	body	body	NOUN
easat-5281	186	14	mask	mask	NOUN
easat-5281	186	15	product	product	NOUN
easat-5281	186	16	is	be	AUX
easat-5281	186	17	what	what	PRON
easat-5281	186	18	i	i	PRON
easat-5281	186	19	need	need	VERB
easat-5281	186	20	brand	brand	NOUN
easat-5281	186	21	selection	selection	NOUN
easat-5281	186	22	y3	y3	NOUN
easat-5281	186	23	i	i	PRON
easat-5281	186	24	think	think	VERB
easat-5281	186	25	is	be	AUX
easat-5281	186	26	white	white	ADJ
easat-5281	186	27	is	be	AUX
easat-5281	186	28	a	a	DET
easat-5281	186	29	brand	brand	NOUN
easat-5281	186	30	that	that	PRON
easat-5281	186	31	has	have	VERB
easat-5281	186	32	superior	superior	ADJ
easat-5281	186	33	product	product	NOUN
easat-5281	186	34	quality	quality	NOUN
easat-5281	186	35	to	to	ADP
easat-5281	186	36	other	other	ADJ
easat-5281	186	37	brands	brand	NOUN
easat-5281	187	1	y4	y4	PROPN
easat-5281	188	1	i	i	PRON
easat-5281	188	2	think	think	VERB
easat-5281	188	3	is	be	AUX
easat-5281	188	4	white	white	ADJ
easat-5281	188	5	has	have	VERB
easat-5281	188	6	a	a	DET
easat-5281	188	7	pretty	pretty	ADV
easat-5281	188	8	good	good	ADJ
easat-5281	188	9	reputation	reputation	NOUN
easat-5281	188	10	distribution	distribution	NOUN
easat-5281	188	11	selection	selection	NOUN
easat-5281	188	12	y5	y5	NOUN
easat-5281	188	13	i	i	PRON
easat-5281	188	14	chose	choose	VERB
easat-5281	188	15	to	to	PART
easat-5281	188	16	buy	buy	VERB
easat-5281	188	17	is	be	AUX
easat-5281	188	18	white	white	ADJ
easat-5281	188	19	body	body	NOUN
easat-5281	188	20	mask	mask	NOUN
easat-5281	188	21	products	product	NOUN
easat-5281	188	22	through	through	ADP
easat-5281	188	23	shopee	shopee	NOUN
easat-5281	188	24	e	e	NOUN
easat-5281	188	25	-	-	NOUN
easat-5281	188	26	commerce	commerce	NOUN
easat-5281	188	27	y6	y6	NOUN
easat-5281	188	28	i	i	PRON
easat-5281	188	29	choose	choose	VERB
easat-5281	188	30	to	to	PART
easat-5281	188	31	buy	buy	VERB
easat-5281	188	32	is	be	AUX
easat-5281	188	33	white	white	ADJ
easat-5281	188	34	body	body	NOUN
easat-5281	188	35	mask	mask	NOUN
easat-5281	188	36	products	product	NOUN
easat-5281	188	37	through	through	ADP
easat-5281	188	38	resellers	reseller	NOUN
easat-5281	188	39	y7	y7	NOUN
easat-5281	188	40	i	i	PRON
easat-5281	188	41	choose	choose	VERB
easat-5281	188	42	to	to	PART
easat-5281	188	43	buy	buy	VERB
easat-5281	188	44	is	be	AUX
easat-5281	188	45	white	white	ADJ
easat-5281	188	46	body	body	NOUN
easat-5281	188	47	mask	mask	NOUN
easat-5281	188	48	products	product	NOUN
easat-5281	188	49	offline	offline	ADJ
easat-5281	188	50	time	time	NOUN
easat-5281	188	51	of	of	ADP
easat-5281	188	52	purchase	purchase	NOUN
easat-5281	188	53	y8	y8	PROPN
easat-5281	189	1	i	i	PRON
easat-5281	189	2	buy	buy	VERB
easat-5281	189	3	is	be	AUX
easat-5281	189	4	white	white	ADJ
easat-5281	189	5	mask	mask	NOUN
easat-5281	189	6	products	product	NOUN
easat-5281	189	7	when	when	SCONJ
easat-5281	189	8	i	i	PRON
easat-5281	189	9	need	need	VERB
easat-5281	189	10	them	they	PRON
easat-5281	189	11	y9	y9	NOUN
easat-5281	189	12	i	i	PRON
easat-5281	189	13	buy	buy	VERB
easat-5281	190	1	is	be	AUX
easat-5281	190	2	white	white	ADJ
easat-5281	190	3	body	body	NOUN
easat-5281	190	4	mask	mask	NOUN
easat-5281	190	5	products	product	NOUN
easat-5281	190	6	when	when	SCONJ
easat-5281	190	7	they	they	PRON
easat-5281	190	8	are	be	AUX
easat-5281	190	9	out	out	ADP
easat-5281	190	10	of	of	ADP
easat-5281	190	11	stock	stock	NOUN
easat-5281	190	12	y10	y10	NOUN
easat-5281	191	1	i	i	PRON
easat-5281	191	2	buy	buy	VERB
easat-5281	191	3	is	be	AUX
easat-5281	191	4	white	white	ADJ
easat-5281	191	5	body	body	NOUN
easat-5281	191	6	mask	mask	NOUN
easat-5281	191	7	product	product	NOUN
easat-5281	191	8	when	when	SCONJ
easat-5281	191	9	there	there	PRON
easat-5281	191	10	is	be	VERB
easat-5281	191	11	a	a	DET
easat-5281	191	12	discount	discount	NOUN
easat-5281	191	13	payment	payment	NOUN
easat-5281	191	14	method	method	NOUN
easat-5281	191	15	y11	y11	NOUN
easat-5281	191	16	when	when	SCONJ
easat-5281	191	17	purchasig	purchasig	ADJ
easat-5281	191	18	body	body	NOUN
easat-5281	191	19	mask	mask	NOUN
easat-5281	191	20	is	be	AUX
easat-5281	191	21	white	white	ADJ
easat-5281	191	22	products	product	NOUN
easat-5281	191	23	,	,	PUNCT
easat-5281	191	24	i	i	PRON
easat-5281	191	25	prefer	prefer	VERB
easat-5281	191	26	to	to	PART
easat-5281	191	27	use	use	VERB
easat-5281	191	28	mobile	mobile	ADJ
easat-5281	191	29	banking	banking	NOUN
easat-5281	191	30	/	/	SYM
easat-5281	191	31	shopee	shopee	NOUN
easat-5281	191	32	pay	pay	NOUN
easat-5281	191	33	/	/	SYM
easat-5281	191	34	other	other	ADJ
easat-5281	191	35	online	online	ADJ
easat-5281	191	36	payment	payment	NOUN
easat-5281	191	37	method	method	NOUN
easat-5281	191	38	y12	y12	PROPN
easat-5281	191	39	when	when	SCONJ
easat-5281	191	40	purchasing	purchasing	NOUN
easat-5281	191	41	is	be	AUX
easat-5281	191	42	white	white	ADJ
easat-5281	191	43	body	body	NOUN
easat-5281	191	44	mask	mask	NOUN
easat-5281	191	45	products	product	NOUN
easat-5281	191	46	,	,	PUNCT
easat-5281	191	47	i	i	PRON
easat-5281	191	48	prefer	prefer	VERB
easat-5281	191	49	to	to	PART
easat-5281	191	50	make	make	VERB
easat-5281	191	51	transactions	transaction	NOUN
easat-5281	191	52	with	with	ADP
easat-5281	191	53	debit	debit	NOUN
easat-5281	191	54	cards	card	NOUN
easat-5281	191	55	y13	y13	PROPN
easat-5281	191	56	when	when	SCONJ
easat-5281	191	57	purchasing	purchasing	NOUN
easat-5281	191	58	is	be	AUX
easat-5281	191	59	white	white	ADJ
easat-5281	191	60	body	body	NOUN
easat-5281	191	61	mask	mask	NOUN
easat-5281	191	62	products	product	NOUN
easat-5281	191	63	i	i	PRON
easat-5281	191	64	prefer	prefer	VERB
easat-5281	191	65	to	to	PART
easat-5281	191	66	transact	transact	VERB
easat-5281	191	67	with	with	ADP
easat-5281	191	68	cash	cash	NOUN
easat-5281	191	69	customer	customer	NOUN
easat-5281	191	70	loyalty	loyalty	NOUN
easat-5281	191	71	repeat	repeat	NOUN
easat-5281	191	72	z1	z1	NOUN
easat-5281	191	73	i	i	PRON
easat-5281	191	74	buy	buy	VERB
easat-5281	191	75	is	be	AUX
easat-5281	191	76	white	white	ADJ
easat-5281	191	77	body	body	NOUN
easat-5281	191	78	mask	mask	NOUN
easat-5281	191	79	products	product	NOUN
easat-5281	191	80	on	on	ADP
easat-5281	191	81	a	a	DET
easat-5281	191	82	recurring	recur	VERB
easat-5281	191	83	basis	basis	NOUN
easat-5281	191	84	kotler	kotler	NOUN
easat-5281	191	85	and	and	CCONJ
easat-5281	191	86	keller	keller	PROPN
easat-5281	192	1	[	[	X
easat-5281	192	2	24	24	NUM
easat-5281	192	3	]	]	X
easat-5281	192	4	z2	z2	NOUN
easat-5281	192	5	i	i	PRON
easat-5281	192	6	buy	buy	VERB
easat-5281	192	7	the	the	PRON
easat-5281	192	8	is	be	AUX
easat-5281	192	9	white	white	ADJ
easat-5281	192	10	body	body	NOUN
easat-5281	192	11	mask	mask	NOUN
easat-5281	192	12	products	product	NOUN
easat-5281	192	13	more	more	ADJ
easat-5281	192	14	than	than	ADP
easat-5281	192	15	once	once	ADV
easat-5281	192	16	z3	z3	PROPN
easat-5281	192	17	i	i	PRON
easat-5281	192	18	use	use	VERB
easat-5281	192	19	is	be	AUX
easat-5281	192	20	white	white	ADJ
easat-5281	192	21	body	body	NOUN
easat-5281	192	22	mask	mask	NOUN
easat-5281	192	23	products	product	NOUN
easat-5281	192	24	on	on	ADP
easat-5281	192	25	a	a	DET
easat-5281	192	26	recurring	recur	VERB
easat-5281	192	27	basis	basis	NOUN
easat-5281	192	28	z4	z4	NOUN
easat-5281	192	29	i	i	PRON
easat-5281	192	30	use	use	VERB
easat-5281	192	31	is	be	AUX
easat-5281	192	32	white	white	ADJ
easat-5281	192	33	body	body	NOUN
easat-5281	192	34	mask	mask	NOUN
easat-5281	192	35	products	product	NOUN
easat-5281	192	36	several	several	ADJ
easat-5281	192	37	times	time	NOUN
easat-5281	192	38	a	a	DET
easat-5281	192	39	week	week	NOUN
easat-5281	192	40	z5	z5	NOUN
easat-5281	192	41	i	i	PRON
easat-5281	192	42	use	use	VERB
easat-5281	192	43	is	be	AUX
easat-5281	192	44	white	white	ADJ
easat-5281	192	45	body	body	NOUN
easat-5281	192	46	mask	mask	NOUN
easat-5281	192	47	products	product	NOUN
easat-5281	192	48	every	every	DET
easat-5281	192	49	day	day	NOUN
easat-5281	192	50	retention	retention	NOUN
easat-5281	192	51	z6	z6	NOUN
easat-5281	192	52	i	i	PRON
easat-5281	192	53	feel	feel	VERB
easat-5281	192	54	that	that	SCONJ
easat-5281	192	55	i	i	PRON
easat-5281	192	56	am	be	AUX
easat-5281	192	57	already	already	ADV
easat-5281	192	58	suitable	suitable	ADJ
easat-5281	192	59	and	and	CCONJ
easat-5281	192	60	loyal	loyal	ADJ
easat-5281	192	61	to	to	ADP
easat-5281	192	62	is	be	AUX
easat-5281	192	63	white	white	ADJ
easat-5281	192	64	body	body	NOUN
easat-5281	192	65	mask	mask	NOUN
easat-5281	192	66	product	product	NOUN
easat-5281	192	67	z7	z7	PROPN
easat-5281	192	68	i	i	PRON
easat-5281	192	69	feel	feel	VERB
easat-5281	192	70	that	that	PRON
easat-5281	192	71	is	be	AUX
easat-5281	192	72	white	white	ADJ
easat-5281	192	73	body	body	NOUN
easat-5281	192	74	mask	mask	NOUN
easat-5281	192	75	products	product	NOUN
easat-5281	192	76	have	have	AUX
easat-5281	192	77	become	become	VERB
easat-5281	192	78	part	part	NOUN
easat-5281	192	79	of	of	ADP
easat-5281	192	80	my	my	PRON
easat-5281	192	81	life	life	NOUN
easat-5281	192	82	referrals	referral	NOUN
easat-5281	193	1	z8	z8	PROPN
easat-5281	194	1	i	i	PRON
easat-5281	194	2	would	would	AUX
easat-5281	194	3	recommend	recommend	VERB
easat-5281	194	4	is	be	AUX
easat-5281	194	5	white	white	ADJ
easat-5281	194	6	body	body	NOUN
easat-5281	194	7	mask	mask	NOUN
easat-5281	194	8	products	product	NOUN
easat-5281	194	9	to	to	ADP
easat-5281	194	10	ather	ather	ADJ
easat-5281	194	11	people	people	NOUN
easat-5281	194	12	z9	z9	PROPN
easat-5281	194	13	i	i	PRON
easat-5281	194	14	would	would	AUX
easat-5281	194	15	give	give	VERB
easat-5281	194	16	a	a	DET
easat-5281	194	17	rating	rating	NOUN
easat-5281	194	18	or	or	CCONJ
easat-5281	194	19	review	review	NOUN
easat-5281	194	20	about	about	ADP
easat-5281	194	21	is	be	AUX
easat-5281	194	22	white	white	ADJ
easat-5281	194	23	body	body	NOUN
easat-5281	194	24	mask	mask	NOUN
easat-5281	194	25	products	product	NOUN
easat-5281	194	26	667	667	NUM
easat-5281	194	27	edelweiss	edelweiss	PROPN
easat-5281	194	28	applied	apply	VERB
easat-5281	194	29	science	science	NOUN
easat-5281	194	30	and	and	CCONJ
easat-5281	194	31	technology	technology	NOUN
easat-5281	194	32	issn	issn	PROPN
easat-5281	194	33	:	:	PUNCT
easat-5281	194	34	2576	2576	NUM
easat-5281	194	35	-	-	SYM
easat-5281	194	36	8484	8484	NUM
easat-5281	194	37	vol	vol	NOUN
easat-5281	194	38	.	.	PROPN
easat-5281	195	1	9	9	NUM
easat-5281	195	2	,	,	PUNCT
easat-5281	195	3	no	no	INTJ
easat-5281	195	4	.	.	NOUN
easat-5281	196	1	3	3	NUM
easat-5281	196	2	:	:	PUNCT
easat-5281	196	3	660	660	NUM
easat-5281	196	4	-	-	NUM
easat-5281	196	5	679	679	NUM
easat-5281	196	6	,	,	PUNCT
easat-5281	196	7	2025	2025	NUM
easat-5281	196	8	doi	doi	NOUN
easat-5281	196	9	:	:	PUNCT
easat-5281	196	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	196	11	©	©	ADP
easat-5281	196	12	2025	2025	NUM
easat-5281	196	13	by	by	ADP
easat-5281	196	14	the	the	DET
easat-5281	196	15	authors	author	NOUN
easat-5281	196	16	;	;	PUNCT
easat-5281	196	17	licensee	licensee	PROPN
easat-5281	196	18	learning	learning	NOUN
easat-5281	196	19	gate	gate	NOUN
easat-5281	196	20	3	3	NUM
easat-5281	196	21	.	.	NOUN
easat-5281	196	22	result	result	NOUN
easat-5281	196	23	and	and	CCONJ
easat-5281	196	24	discussion	discussion	NOUN
easat-5281	196	25	3.1	3.1	NUM
easat-5281	196	26	.	.	PUNCT
easat-5281	197	1	respondent	respondent	NOUN
easat-5281	197	2	attributes	attribute	VERB
easat-5281	197	3	the	the	DET
easat-5281	197	4	total	total	ADJ
easat-5281	197	5	number	number	NOUN
easat-5281	197	6	of	of	ADP
easat-5281	197	7	respondents	respondent	NOUN
easat-5281	197	8	collected	collect	VERB
easat-5281	197	9	in	in	ADP
easat-5281	197	10	this	this	DET
easat-5281	197	11	research	research	NOUN
easat-5281	197	12	survey	survey	NOUN
easat-5281	197	13	was	be	AUX
easat-5281	197	14	approximately	approximately	ADV
easat-5281	197	15	100	100	NUM
easat-5281	197	16	,	,	PUNCT
easat-5281	197	17	consisting	consist	VERB
easat-5281	197	18	of	of	ADP
easat-5281	197	19	63	63	NUM
easat-5281	197	20	female	female	ADJ
easat-5281	197	21	respondents	respondent	NOUN
easat-5281	197	22	and	and	CCONJ
easat-5281	197	23	37	37	NUM
easat-5281	197	24	male	male	ADJ
easat-5281	197	25	respondents	respondent	NOUN
easat-5281	197	26	.	.	PUNCT
easat-5281	198	1	the	the	DET
easat-5281	198	2	proportion	proportion	NOUN
easat-5281	198	3	of	of	ADP
easat-5281	198	4	respondents	respondent	NOUN
easat-5281	198	5	consisted	consist	VERB
easat-5281	198	6	of	of	ADP
easat-5281	198	7	generation	generation	NOUN
easat-5281	198	8	z	z	PROPN
easat-5281	198	9	,	,	PUNCT
easat-5281	198	10	millennials	millennial	NOUN
easat-5281	198	11	,	,	PUNCT
easat-5281	198	12	and	and	CCONJ
easat-5281	198	13	generation	generation	NOUN
easat-5281	198	14	x	x	NOUN
easat-5281	198	15	respondents	respondent	NOUN
easat-5281	198	16	.	.	PUNCT
easat-5281	199	1	the	the	DET
easat-5281	199	2	majority	majority	NOUN
easat-5281	199	3	of	of	ADP
easat-5281	199	4	respondents	respondent	NOUN
easat-5281	199	5	live	live	VERB
easat-5281	199	6	in	in	ADP
easat-5281	199	7	jakarta	jakarta	PROPN
easat-5281	199	8	and	and	CCONJ
easat-5281	199	9	other	other	ADJ
easat-5281	199	10	major	major	ADJ
easat-5281	199	11	indonesian	indonesian	ADJ
easat-5281	199	12	cities	city	NOUN
easat-5281	199	13	such	such	ADJ
easat-5281	199	14	as	as	ADP
easat-5281	199	15	surabaya	surabaya	PROPN
easat-5281	199	16	,	,	PUNCT
easat-5281	199	17	palembang	palembang	PROPN
easat-5281	199	18	,	,	PUNCT
easat-5281	199	19	bandung	bandung	PROPN
easat-5281	199	20	,	,	PUNCT
easat-5281	199	21	and	and	CCONJ
easat-5281	199	22	yogyakarta	yogyakarta	PROPN
easat-5281	199	23	.	.	PUNCT
easat-5281	200	1	the	the	DET
easat-5281	200	2	number	number	NOUN
easat-5281	200	3	of	of	ADP
easat-5281	200	4	responses	response	NOUN
easat-5281	200	5	submitted	submit	VERB
easat-5281	200	6	total	total	NOUN
easat-5281	200	7	100	100	NUM
easat-5281	200	8	,	,	PUNCT
easat-5281	200	9	and	and	CCONJ
easat-5281	200	10	each	each	DET
easat-5281	200	11	question	question	NOUN
easat-5281	200	12	on	on	ADP
easat-5281	200	13	this	this	DET
easat-5281	200	14	form	form	NOUN
easat-5281	200	15	has	have	AUX
easat-5281	200	16	been	be	AUX
easat-5281	200	17	filled	fill	VERB
easat-5281	200	18	in	in	ADP
easat-5281	200	19	according	accord	VERB
easat-5281	200	20	to	to	ADP
easat-5281	200	21	the	the	DET
easat-5281	200	22	opinion	opinion	NOUN
easat-5281	200	23	of	of	ADP
easat-5281	200	24	each	each	DET
easat-5281	200	25	respondent	respondent	NOUN
easat-5281	200	26	.	.	PUNCT
easat-5281	201	1	in	in	ADP
easat-5281	201	2	this	this	DET
easat-5281	201	3	study	study	NOUN
easat-5281	201	4	,	,	PUNCT
easat-5281	201	5	respondents	respondent	NOUN
easat-5281	201	6	'	'	PART
easat-5281	201	7	characteristics	characteristic	NOUN
easat-5281	201	8	will	will	AUX
easat-5281	201	9	be	be	AUX
easat-5281	201	10	classified	classify	VERB
easat-5281	201	11	based	base	VERB
easat-5281	201	12	on	on	ADP
easat-5281	201	13	gender	gender	NOUN
easat-5281	201	14	,	,	PUNCT
easat-5281	201	15	age	age	NOUN
easat-5281	201	16	,	,	PUNCT
easat-5281	201	17	education	education	NOUN
easat-5281	201	18	,	,	PUNCT
easat-5281	201	19	domicile	domicile	NOUN
easat-5281	201	20	,	,	PUNCT
easat-5281	201	21	occupation	occupation	NOUN
easat-5281	201	22	,	,	PUNCT
easat-5281	201	23	and	and	CCONJ
easat-5281	201	24	shopee	shopee	NOUN
easat-5281	201	25	e	e	PROPN
easat-5281	201	26	-	-	NOUN
easat-5281	201	27	commerce	commerce	NOUN
easat-5281	201	28	users	user	NOUN
easat-5281	201	29	.	.	PUNCT
easat-5281	202	1	the	the	DET
easat-5281	202	2	demographic	demographic	ADJ
easat-5281	202	3	characteristics	characteristic	NOUN
easat-5281	202	4	of	of	ADP
easat-5281	202	5	these	these	DET
easat-5281	202	6	respondents	respondent	NOUN
easat-5281	202	7	can	can	AUX
easat-5281	202	8	be	be	AUX
easat-5281	202	9	seen	see	VERB
easat-5281	202	10	in	in	ADP
easat-5281	202	11	table	table	NOUN
easat-5281	202	12	2	2	NUM
easat-5281	202	13	.	.	PUNCT
easat-5281	202	14	table	table	NOUN
easat-5281	202	15	2	2	NUM
easat-5281	202	16	.	.	X
easat-5281	202	17	demographic	demographic	ADJ
easat-5281	202	18	characteristics	characteristic	NOUN
easat-5281	202	19	of	of	ADP
easat-5281	202	20	respondents	respondent	NOUN
easat-5281	202	21	.	.	PUNCT
easat-5281	203	1	category	category	NOUN
easat-5281	203	2	classification	classification	NOUN
easat-5281	203	3	no	no	NOUN
easat-5281	203	4	.	.	PUNCT
easat-5281	204	1	sample	sample	NOUN
easat-5281	204	2	percentage	percentage	NOUN
easat-5281	204	3	(	(	PUNCT
easat-5281	204	4	%	%	INTJ
easat-5281	204	5	)	)	PUNCT
easat-5281	204	6	gender	gender	NOUN
easat-5281	204	7	male	male	NOUN
easat-5281	204	8	37	37	NUM
easat-5281	204	9	37.0	37.0	NUM
easat-5281	204	10	famale	famale	NOUN
easat-5281	204	11	63	63	NUM
easat-5281	204	12	63.0	63.0	NUM
easat-5281	204	13	age	age	NOUN
easat-5281	204	14	12	12	NUM
easat-5281	204	15	-	-	SYM
easat-5281	204	16	27	27	NUM
easat-5281	204	17	years	year	NOUN
easat-5281	204	18	old	old	ADJ
easat-5281	204	19	59	59	NUM
easat-5281	204	20	59.0	59.0	NUM
easat-5281	204	21	28	28	NUM
easat-5281	204	22	-	-	SYM
easat-5281	204	23	43	43	NUM
easat-5281	204	24	years	year	NOUN
easat-5281	204	25	old	old	ADJ
easat-5281	204	26	36	36	NUM
easat-5281	204	27	36.0	36.0	NUM
easat-5281	204	28	44	44	NUM
easat-5281	204	29	-	-	SYM
easat-5281	204	30	59	59	NUM
easat-5281	204	31	years	year	NOUN
easat-5281	204	32	old	old	ADJ
easat-5281	204	33	5	5	NUM
easat-5281	204	34	5.0	5.0	NUM
easat-5281	204	35	province	province	NOUN
easat-5281	204	36	dki	dki	PROPN
easat-5281	204	37	jakarta	jakarta	PROPN
easat-5281	204	38	36	36	NUM
easat-5281	204	39	36.0	36.0	NUM
easat-5281	204	40	west	west	PROPN
easat-5281	204	41	java	java	PROPN
easat-5281	204	42	28	28	NUM
easat-5281	204	43	28.0	28.0	NUM
easat-5281	204	44	east	east	PROPN
easat-5281	204	45	java	java	PROPN
easat-5281	204	46	9	9	NUM
easat-5281	204	47	9.0	9.0	NUM
easat-5281	204	48	central	central	ADJ
easat-5281	204	49	java	java	NOUN
easat-5281	204	50	8	8	NUM
easat-5281	204	51	8.0	8.0	NUM
easat-5281	204	52	banten	banten	PROPN
easat-5281	204	53	8	8	NUM
easat-5281	204	54	8.0	8.0	NUM
easat-5281	204	55	south	south	PROPN
easat-5281	204	56	sumatra	sumatra	PROPN
easat-5281	204	57	5	5	NUM
easat-5281	204	58	5.0	5.0	NUM
easat-5281	204	59	south	south	NOUN
easat-5281	204	60	kalimantan	kalimantan	PROPN
easat-5281	204	61	2	2	NUM
easat-5281	204	62	2.0	2.0	NUM
easat-5281	204	63	riau	riau	NOUN
easat-5281	204	64	2	2	NUM
easat-5281	204	65	2.0	2.0	NUM
easat-5281	204	66	bali	bali	NOUN
easat-5281	204	67	2	2	NUM
easat-5281	204	68	2.0	2.0	NUM
easat-5281	204	69	job	job	NOUN
easat-5281	204	70	state	state	NOUN
easat-5281	204	71	civil	civil	ADJ
easat-5281	204	72	apparatus	apparatus	NOUN
easat-5281	204	73	6	6	NUM
easat-5281	204	74	6.0	6.0	NUM
easat-5281	204	75	private	private	ADJ
easat-5281	204	76	employee	employee	NOUN
easat-5281	204	77	49	49	NUM
easat-5281	204	78	49.0	49.0	NUM
easat-5281	204	79	entrepreneur	entrepreneur	NOUN
easat-5281	204	80	20	20	NUM
easat-5281	204	81	20.0	20.0	NUM
easat-5281	204	82	student	student	NOUN
easat-5281	204	83	22	22	NUM
easat-5281	204	84	22.0	22.0	NUM
easat-5281	204	85	others	other	NOUN
easat-5281	204	86	3	3	NUM
easat-5281	204	87	3.0	3.0	NUM
easat-5281	204	88	education	education	NOUN
easat-5281	204	89	sma	sma	VERB
easat-5281	204	90	30	30	NUM
easat-5281	204	91	30.0	30.0	NUM
easat-5281	204	92	s1	s1	NOUN
easat-5281	204	93	51	51	NUM
easat-5281	204	94	51.0	51.0	NUM
easat-5281	204	95	s2	s2	NOUN
easat-5281	204	96	18	18	NUM
easat-5281	204	97	18.0	18.0	NUM
easat-5281	204	98	s3	s3	PROPN
easat-5281	204	99	1	1	NUM
easat-5281	204	100	1.0	1.0	NUM
easat-5281	204	101	shopee	shopee	NOUN
easat-5281	204	102	e	e	NOUN
easat-5281	204	103	-	-	PROPN
easat-5281	204	104	commerce	commerce	NOUN
easat-5281	204	105	usang	usang	PROPN
easat-5281	204	106	periode	periode	PROPN
easat-5281	204	107	<	<	X
easat-5281	204	108	1	1	NUM
easat-5281	204	109	years	year	NOUN
easat-5281	204	110	12	12	NUM
easat-5281	204	111	12.0	12.0	NUM
easat-5281	204	112	1	1	NUM
easat-5281	204	113	-	-	SYM
easat-5281	204	114	2	2	NUM
easat-5281	204	115	years	year	NOUN
easat-5281	204	116	39	39	NUM
easat-5281	204	117	39.0	39.0	NUM
easat-5281	204	118	>	>	SYM
easat-5281	204	119	2	2	NUM
easat-5281	204	120	years	year	NOUN
easat-5281	204	121	49	49	NUM
easat-5281	204	122	49.0	49.0	NUM
easat-5281	204	123	3.2	3.2	NUM
easat-5281	204	124	.	.	PUNCT
easat-5281	205	1	validity	validity	NOUN
easat-5281	205	2	and	and	CCONJ
easat-5281	205	3	reliability	reliability	NOUN
easat-5281	205	4	analysis	analysis	NOUN
easat-5281	205	5	in	in	ADP
easat-5281	205	6	doing	do	VERB
easat-5281	205	7	validity	validity	NOUN
easat-5281	205	8	,	,	PUNCT
easat-5281	205	9	of	of	ADP
easat-5281	205	10	course	course	NOUN
easat-5281	205	11	,	,	PUNCT
easat-5281	205	12	it	it	PRON
easat-5281	205	13	is	be	AUX
easat-5281	205	14	closely	closely	ADV
easat-5281	205	15	related	relate	VERB
easat-5281	205	16	to	to	ADP
easat-5281	205	17	how	how	SCONJ
easat-5281	205	18	well	well	ADV
easat-5281	205	19	a	a	DET
easat-5281	205	20	questionnaire	questionnaire	NOUN
easat-5281	205	21	is	be	AUX
easat-5281	205	22	able	able	ADJ
easat-5281	205	23	to	to	PART
easat-5281	205	24	measure	measure	VERB
easat-5281	205	25	each	each	DET
easat-5281	205	26	item	item	NOUN
easat-5281	205	27	of	of	ADP
easat-5281	205	28	the	the	DET
easat-5281	205	29	questionnaire	questionnaire	NOUN
easat-5281	205	30	itself	itself	PRON
easat-5281	205	31	.	.	PUNCT
easat-5281	206	1	the	the	DET
easat-5281	206	2	following	follow	VERB
easat-5281	206	3	are	be	AUX
easat-5281	206	4	the	the	DET
easat-5281	206	5	results	result	NOUN
easat-5281	206	6	of	of	ADP
easat-5281	206	7	the	the	DET
easat-5281	206	8	validity	validity	NOUN
easat-5281	206	9	test	test	NOUN
easat-5281	206	10	in	in	ADP
easat-5281	206	11	table	table	NOUN
easat-5281	206	12	3	3	NUM
easat-5281	206	13	.	.	NOUN
easat-5281	206	14	668	668	NUM
easat-5281	206	15	edelweiss	edelweiss	PROPN
easat-5281	206	16	applied	apply	VERB
easat-5281	206	17	science	science	NOUN
easat-5281	206	18	and	and	CCONJ
easat-5281	206	19	technology	technology	NOUN
easat-5281	206	20	issn	issn	PROPN
easat-5281	206	21	:	:	PUNCT
easat-5281	206	22	2576	2576	NUM
easat-5281	206	23	-	-	SYM
easat-5281	206	24	8484	8484	NUM
easat-5281	206	25	vol	vol	NOUN
easat-5281	206	26	.	.	PROPN
easat-5281	207	1	9	9	NUM
easat-5281	207	2	,	,	PUNCT
easat-5281	207	3	no	no	INTJ
easat-5281	207	4	.	.	NOUN
easat-5281	208	1	3	3	NUM
easat-5281	208	2	:	:	PUNCT
easat-5281	208	3	660	660	NUM
easat-5281	208	4	-	-	NUM
easat-5281	208	5	679	679	NUM
easat-5281	208	6	,	,	PUNCT
easat-5281	208	7	2025	2025	NUM
easat-5281	208	8	doi	doi	NOUN
easat-5281	208	9	:	:	PUNCT
easat-5281	208	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	208	11	©	©	ADP
easat-5281	208	12	2025	2025	NUM
easat-5281	208	13	by	by	ADP
easat-5281	208	14	the	the	DET
easat-5281	208	15	authors	author	NOUN
easat-5281	208	16	;	;	PUNCT
easat-5281	209	1	licensee	licensee	PROPN
easat-5281	209	2	learning	learn	VERB
easat-5281	209	3	gate	gate	NOUN
easat-5281	209	4	table	table	NOUN
easat-5281	209	5	3	3	NUM
easat-5281	209	6	.	.	PUNCT
easat-5281	209	7	convergent	convergent	NOUN
easat-5281	209	8	validity	validity	NOUN
easat-5281	209	9	test	test	NOUN
easat-5281	209	10	result	result	NOUN
easat-5281	209	11	.	.	PUNCT
easat-5281	210	1	xa	xa	PROPN
easat-5281	210	2	xb	xb	PROPN
easat-5281	210	3	xc	xc	PROPN
easat-5281	211	1	y	y	PROPN
easat-5281	211	2	z	z	PROPN
easat-5281	211	3	xa1	xa1	PUNCT
easat-5281	212	1	0.607	0.607	NUM
easat-5281	212	2	xa10	xa10	PROPN
easat-5281	212	3	0.764	0.764	NUM
easat-5281	212	4	xa11	xa11	PROPN
easat-5281	212	5	0.640	0.640	NUM
easat-5281	213	1	xa12	xa12	PROPN
easat-5281	213	2	0.750	0.750	NUM
easat-5281	213	3	xa13	xa13	PROPN
easat-5281	213	4	0.815	0.815	NUM
easat-5281	213	5	xa14	xa14	PROPN
easat-5281	213	6	0.538	0.538	NUM
easat-5281	213	7	xa15	xa15	PROPN
easat-5281	213	8	0.741	0.741	NUM
easat-5281	214	1	xa16	xa16	PROPN
easat-5281	214	2	0.741	0.741	NUM
easat-5281	214	3	xa17	xa17	PROPN
easat-5281	214	4	0.817	0.817	NUM
easat-5281	214	5	xa18	xa18	PROPN
easat-5281	214	6	0.859	0.859	NUM
easat-5281	214	7	xa19	xa19	PROPN
easat-5281	214	8	0.817	0.817	NUM
easat-5281	214	9	xa2	xa2	PROPN
easat-5281	214	10	0.692	0.692	NUM
easat-5281	214	11	xa4	xa4	PROPN
easat-5281	214	12	0.805	0.805	NUM
easat-5281	214	13	xa5	xa5	PROPN
easat-5281	214	14	0.741	0.741	NUM
easat-5281	214	15	xa6	xa6	NOUN
easat-5281	214	16	0.811	0.811	NUM
easat-5281	214	17	xa7	xa7	NOUN
easat-5281	214	18	0.761	0.761	NUM
easat-5281	214	19	xa8	xa8	NOUN
easat-5281	214	20	0.574	0.574	NUM
easat-5281	214	21	xb9	xb9	PROPN
easat-5281	214	22	0.823	0.823	NUM
easat-5281	214	23	xa	xa	PROPN
easat-5281	214	24	xb	xb	PROPN
easat-5281	214	25	xc	xc	PROPN
easat-5281	214	26	y	y	PROPN
easat-5281	214	27	xb1	xb1	PROPN
easat-5281	214	28	0.595	0.595	NUM
easat-5281	214	29	xb10	xb10	PROPN
easat-5281	214	30	0.785	0.785	NUM
easat-5281	214	31	xb11	xb11	PROPN
easat-5281	214	32	0.814	0.814	NUM
easat-5281	214	33	xb12	xb12	PROPN
easat-5281	214	34	0.824	0.824	NUM
easat-5281	214	35	xb13	xb13	PROPN
easat-5281	214	36	0.548	0.548	NUM
easat-5281	214	37	xb14	xb14	PROPN
easat-5281	214	38	0.737	0.737	NUM
easat-5281	214	39	xb2	xb2	NOUN
easat-5281	214	40	0.847	0.847	NUM
easat-5281	214	41	xb3	xb3	NOUN
easat-5281	214	42	0.812	0.812	NUM
easat-5281	214	43	xb4	xb4	NOUN
easat-5281	214	44	0.832	0.832	NUM
easat-5281	214	45	xb5	xb5	NOUN
easat-5281	214	46	0.872	0.872	NUM
easat-5281	214	47	xb6	xb6	NOUN
easat-5281	214	48	0.849	0.849	NUM
easat-5281	214	49	xb7	xb7	NOUN
easat-5281	214	50	0.816	0.816	NUM
easat-5281	214	51	xb8	xb8	NOUN
easat-5281	214	52	0.847	0.847	NUM
easat-5281	214	53	xb9	xb9	PROPN
easat-5281	214	54	0.823	0.823	NUM
easat-5281	214	55	xa	xa	PROPN
easat-5281	214	56	xb	xb	PROPN
easat-5281	214	57	xc	xc	PROPN
easat-5281	214	58	y	y	PROPN
easat-5281	214	59	z	z	PROPN
easat-5281	214	60	y1	y1	PROPN
easat-5281	214	61	0.539	0.539	NUM
easat-5281	214	62	y10	y10	NOUN
easat-5281	214	63	0.759	0.759	NUM
easat-5281	214	64	y11	y11	NUM
easat-5281	214	65	0.725	0.725	NUM
easat-5281	214	66	y12	y12	NOUN
easat-5281	214	67	0.469	0.469	NUM
easat-5281	214	68	y13	y13	PROPN
easat-5281	214	69	0.519	0.519	NUM
easat-5281	214	70	y2	y2	NOUN
easat-5281	214	71	0.817	0.817	NUM
easat-5281	214	72	y3	y3	NOUN
easat-5281	214	73	0.791	0.791	NUM
easat-5281	214	74	y4	y4	ADJ
easat-5281	214	75	0.836	0.836	NUM
easat-5281	214	76	y5	y5	NOUN
easat-5281	214	77	0.832	0.832	NUM
easat-5281	214	78	y6	y6	NOUN
easat-5281	214	79	0.845	0.845	NUM
easat-5281	214	80	y7	y7	PROPN
easat-5281	214	81	0.828	0.828	NUM
easat-5281	214	82	y8	y8	PROPN
easat-5281	214	83	0.834	0.834	NUM
easat-5281	214	84	y9	y9	PROPN
easat-5281	214	85	0.574	0.574	NUM
easat-5281	215	1	xa	xa	PROPN
easat-5281	215	2	xb	xb	PROPN
easat-5281	215	3	xc	xc	PROPN
easat-5281	215	4	y	y	PROPN
easat-5281	215	5	z	z	PROPN
easat-5281	215	6	z1	z1	PROPN
easat-5281	215	7	0.588	0.588	NUM
easat-5281	215	8	z2	z2	NUM
easat-5281	215	9	0.844	0.844	NUM
easat-5281	215	10	z3	z3	NOUN
easat-5281	215	11	0.846	0.846	NUM
easat-5281	215	12	z4	z4	PROPN
easat-5281	215	13	0.674	0.674	NUM
easat-5281	215	14	z5	z5	NOUN
easat-5281	215	15	0.672	0.672	NUM
easat-5281	215	16	z6	z6	PROPN
easat-5281	215	17	0.850	0.850	NUM
easat-5281	215	18	669	669	NUM
easat-5281	215	19	edelweiss	edelweiss	PROPN
easat-5281	215	20	applied	apply	VERB
easat-5281	215	21	science	science	NOUN
easat-5281	215	22	and	and	CCONJ
easat-5281	215	23	technology	technology	NOUN
easat-5281	215	24	issn	issn	PROPN
easat-5281	215	25	:	:	PUNCT
easat-5281	215	26	2576	2576	NUM
easat-5281	215	27	-	-	SYM
easat-5281	215	28	8484	8484	NUM
easat-5281	215	29	vol	vol	NOUN
easat-5281	215	30	.	.	PROPN
easat-5281	215	31	9	9	NUM
easat-5281	215	32	,	,	PUNCT
easat-5281	215	33	no	no	INTJ
easat-5281	215	34	.	.	NOUN
easat-5281	216	1	3	3	NUM
easat-5281	216	2	:	:	PUNCT
easat-5281	216	3	660	660	NUM
easat-5281	216	4	-	-	NUM
easat-5281	216	5	679	679	NUM
easat-5281	216	6	,	,	PUNCT
easat-5281	216	7	2025	2025	NUM
easat-5281	216	8	doi	doi	NOUN
easat-5281	216	9	:	:	PUNCT
easat-5281	216	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	216	11	©	©	ADP
easat-5281	216	12	2025	2025	NUM
easat-5281	216	13	by	by	ADP
easat-5281	216	14	the	the	DET
easat-5281	216	15	authors	author	NOUN
easat-5281	216	16	;	;	PUNCT
easat-5281	216	17	licensee	licensee	PROPN
easat-5281	216	18	learning	learning	PROPN
easat-5281	216	19	gate	gate	PROPN
easat-5281	216	20	z7	z7	PROPN
easat-5281	216	21	0.827	0.827	NUM
easat-5281	216	22	z8	z8	NOUN
easat-5281	216	23	0.842	0.842	NUM
easat-5281	216	24	z9	z9	PROPN
easat-5281	216	25	0.811	0.811	NUM
easat-5281	216	26	the	the	DET
easat-5281	216	27	average	average	ADJ
easat-5281	216	28	variance	variance	NOUN
easat-5281	216	29	extracted	extract	VERB
easat-5281	216	30	(	(	PUNCT
easat-5281	216	31	ave	ave	NOUN
easat-5281	216	32	)	)	PUNCT
easat-5281	216	33	is	be	AUX
easat-5281	216	34	a	a	DET
easat-5281	216	35	numerical	numerical	ADJ
easat-5281	216	36	measure	measure	NOUN
easat-5281	216	37	often	often	ADV
easat-5281	216	38	used	use	VERB
easat-5281	216	39	to	to	PART
easat-5281	216	40	assess	assess	VERB
easat-5281	216	41	convergent	convergent	NOUN
easat-5281	216	42	validity	validity	NOUN
easat-5281	216	43	.	.	PUNCT
easat-5281	217	1	ave	ave	PROPN
easat-5281	217	2	indicates	indicate	VERB
easat-5281	217	3	how	how	SCONJ
easat-5281	217	4	much	much	ADJ
easat-5281	217	5	variance	variance	NOUN
easat-5281	217	6	from	from	ADP
easat-5281	217	7	the	the	DET
easat-5281	217	8	indicators	indicator	NOUN
easat-5281	217	9	is	be	AUX
easat-5281	217	10	explained	explain	VERB
easat-5281	217	11	by	by	ADP
easat-5281	217	12	the	the	DET
easat-5281	217	13	construct	construct	NOUN
easat-5281	217	14	,	,	PUNCT
easat-5281	217	15	compared	compare	VERB
easat-5281	217	16	to	to	ADP
easat-5281	217	17	the	the	DET
easat-5281	217	18	total	total	ADJ
easat-5281	217	19	variance	variance	NOUN
easat-5281	217	20	of	of	ADP
easat-5281	217	21	those	those	DET
easat-5281	217	22	indicators	indicator	NOUN
easat-5281	217	23	.	.	PUNCT
easat-5281	218	1	a	a	DET
easat-5281	218	2	higher	high	ADJ
easat-5281	218	3	ave	ave	NOUN
easat-5281	218	4	,	,	PUNCT
easat-5281	218	5	typically	typically	ADV
easat-5281	218	6	above	above	ADP
easat-5281	218	7	0.50	0.50	NUM
easat-5281	218	8	,	,	PUNCT
easat-5281	218	9	suggests	suggest	VERB
easat-5281	218	10	that	that	SCONJ
easat-5281	218	11	the	the	DET
easat-5281	218	12	construct	construct	NOUN
easat-5281	218	13	explains	explain	VERB
easat-5281	218	14	more	more	ADJ
easat-5281	218	15	than	than	ADP
easat-5281	218	16	half	half	NOUN
easat-5281	218	17	of	of	ADP
easat-5281	218	18	the	the	DET
easat-5281	218	19	variability	variability	NOUN
easat-5281	218	20	of	of	ADP
easat-5281	218	21	its	its	PRON
easat-5281	218	22	indicators	indicator	NOUN
easat-5281	218	23	,	,	PUNCT
easat-5281	218	24	providing	provide	VERB
easat-5281	218	25	strong	strong	ADJ
easat-5281	218	26	evidence	evidence	NOUN
easat-5281	218	27	of	of	ADP
easat-5281	218	28	good	good	ADJ
easat-5281	218	29	convergent	convergent	NOUN
easat-5281	218	30	validity	validity	NOUN
easat-5281	218	31	.	.	PUNCT
easat-5281	219	1	this	this	DET
easat-5281	219	2	value	value	NOUN
easat-5281	219	3	helps	help	VERB
easat-5281	219	4	evaluate	evaluate	VERB
easat-5281	219	5	whether	whether	SCONJ
easat-5281	219	6	the	the	DET
easat-5281	219	7	construct	construct	NOUN
easat-5281	219	8	can	can	AUX
easat-5281	219	9	adequately	adequately	ADV
easat-5281	219	10	capture	capture	VERB
easat-5281	219	11	the	the	DET
easat-5281	219	12	variations	variation	NOUN
easat-5281	219	13	among	among	ADP
easat-5281	219	14	the	the	DET
easat-5281	219	15	indicators	indicator	NOUN
easat-5281	219	16	linked	link	VERB
easat-5281	219	17	to	to	ADP
easat-5281	219	18	it	it	PRON
easat-5281	219	19	.	.	PUNCT
easat-5281	220	1	in	in	ADP
easat-5281	220	2	addition	addition	NOUN
easat-5281	220	3	,	,	PUNCT
easat-5281	220	4	factor	factor	NOUN
easat-5281	220	5	loadings	loading	NOUN
easat-5281	220	6	are	be	AUX
easat-5281	220	7	also	also	ADV
easat-5281	220	8	essential	essential	ADJ
easat-5281	220	9	in	in	ADP
easat-5281	220	10	assessing	assess	VERB
easat-5281	220	11	convergent	convergent	ADJ
easat-5281	220	12	validity	validity	NOUN
easat-5281	220	13	.	.	PUNCT
easat-5281	221	1	factor	factor	NOUN
easat-5281	221	2	loadings	loading	NOUN
easat-5281	221	3	measure	measure	VERB
easat-5281	221	4	how	how	SCONJ
easat-5281	221	5	closely	closely	ADV
easat-5281	221	6	an	an	DET
easat-5281	221	7	indicator	indicator	NOUN
easat-5281	221	8	relates	relate	VERB
easat-5281	221	9	to	to	ADP
easat-5281	221	10	the	the	DET
easat-5281	221	11	construct	construct	NOUN
easat-5281	221	12	being	be	AUX
easat-5281	221	13	measured	measure	VERB
easat-5281	221	14	.	.	PUNCT
easat-5281	222	1	higher	high	ADJ
easat-5281	222	2	factor	factor	NOUN
easat-5281	222	3	loadings	loading	NOUN
easat-5281	222	4	indicate	indicate	VERB
easat-5281	222	5	that	that	SCONJ
easat-5281	222	6	the	the	DET
easat-5281	222	7	indicator	indicator	NOUN
easat-5281	222	8	strongly	strongly	ADV
easat-5281	222	9	correlates	correlate	VERB
easat-5281	222	10	with	with	ADP
easat-5281	222	11	the	the	DET
easat-5281	222	12	construct	construct	NOUN
easat-5281	222	13	,	,	PUNCT
easat-5281	222	14	signifying	signify	VERB
easat-5281	222	15	good	good	ADJ
easat-5281	222	16	convergent	convergent	NOUN
easat-5281	222	17	validity	validity	NOUN
easat-5281	222	18	.	.	PUNCT
easat-5281	223	1	generally	generally	ADV
easat-5281	223	2	,	,	PUNCT
easat-5281	223	3	a	a	DET
easat-5281	223	4	factor	factor	NOUN
easat-5281	223	5	loading	loading	NOUN
easat-5281	223	6	above	above	ADP
easat-5281	223	7	0.50	0.50	NUM
easat-5281	223	8	is	be	AUX
easat-5281	223	9	considered	consider	VERB
easat-5281	223	10	sufficient	sufficient	ADJ
easat-5281	223	11	for	for	ADP
easat-5281	223	12	convergent	convergent	ADJ
easat-5281	223	13	validity	validity	NOUN
easat-5281	223	14	,	,	PUNCT
easat-5281	223	15	while	while	SCONJ
easat-5281	223	16	a	a	DET
easat-5281	223	17	loading	loading	NOUN
easat-5281	223	18	above	above	ADP
easat-5281	223	19	0.70	0.70	NUM
easat-5281	223	20	is	be	AUX
easat-5281	223	21	regarded	regard	VERB
easat-5281	223	22	as	as	ADP
easat-5281	223	23	strong	strong	ADJ
easat-5281	223	24	evidence	evidence	NOUN
easat-5281	223	25	that	that	SCONJ
easat-5281	223	26	the	the	DET
easat-5281	223	27	indicator	indicator	NOUN
easat-5281	223	28	reliably	reliably	ADV
easat-5281	223	29	measures	measure	VERB
easat-5281	223	30	the	the	DET
easat-5281	223	31	construct	construct	NOUN
easat-5281	223	32	.	.	PUNCT
easat-5281	224	1	in	in	ADP
easat-5281	224	2	this	this	DET
easat-5281	224	3	study	study	NOUN
easat-5281	224	4	,	,	PUNCT
easat-5281	224	5	several	several	ADJ
easat-5281	224	6	criteria	criterion	NOUN
easat-5281	224	7	are	be	AUX
easat-5281	224	8	typically	typically	ADV
easat-5281	224	9	used	use	VERB
easat-5281	224	10	to	to	PART
easat-5281	224	11	assess	assess	VERB
easat-5281	224	12	convergent	convergent	NOUN
easat-5281	224	13	validity	validity	NOUN
easat-5281	224	14	based	base	VERB
easat-5281	224	15	on	on	ADP
easat-5281	224	16	factor	factor	NOUN
easat-5281	224	17	loadings	loading	NOUN
easat-5281	224	18	and	and	CCONJ
easat-5281	224	19	ave	ave	PROPN
easat-5281	224	20	.	.	PUNCT
easat-5281	225	1	a	a	DET
easat-5281	225	2	minimum	minimum	ADJ
easat-5281	225	3	factor	factor	NOUN
easat-5281	225	4	loading	loading	NOUN
easat-5281	225	5	of	of	ADP
easat-5281	225	6	0.50	0.50	NUM
easat-5281	225	7	is	be	AUX
easat-5281	225	8	necessary	necessary	ADJ
easat-5281	225	9	to	to	PART
easat-5281	225	10	ensure	ensure	VERB
easat-5281	225	11	that	that	SCONJ
easat-5281	225	12	each	each	DET
easat-5281	225	13	indicator	indicator	NOUN
easat-5281	225	14	significantly	significantly	ADV
easat-5281	225	15	contributes	contribute	VERB
easat-5281	225	16	to	to	ADP
easat-5281	225	17	the	the	DET
easat-5281	225	18	measurement	measurement	NOUN
easat-5281	225	19	of	of	ADP
easat-5281	225	20	the	the	DET
easat-5281	225	21	construct	construct	NOUN
easat-5281	225	22	.	.	PUNCT
easat-5281	226	1	factor	factor	NOUN
easat-5281	226	2	loadings	loading	NOUN
easat-5281	226	3	above	above	ADP
easat-5281	226	4	0.70	0.70	NUM
easat-5281	226	5	further	far	ADV
easat-5281	226	6	strengthen	strengthen	VERB
easat-5281	226	7	the	the	DET
easat-5281	226	8	validity	validity	NOUN
easat-5281	226	9	of	of	ADP
easat-5281	226	10	the	the	DET
easat-5281	226	11	indicator	indicator	NOUN
easat-5281	226	12	in	in	ADP
easat-5281	226	13	measuring	measure	VERB
easat-5281	226	14	the	the	DET
easat-5281	226	15	same	same	ADJ
easat-5281	226	16	construct	construct	NOUN
easat-5281	226	17	.	.	PUNCT
easat-5281	227	1	an	an	DET
easat-5281	227	2	ave	ave	NOUN
easat-5281	227	3	above	above	ADP
easat-5281	227	4	0.50	0.50	NUM
easat-5281	227	5	also	also	ADV
easat-5281	227	6	signals	signal	VERB
easat-5281	227	7	that	that	SCONJ
easat-5281	227	8	the	the	DET
easat-5281	227	9	construct	construct	NOUN
easat-5281	227	10	explains	explain	VERB
easat-5281	227	11	more	more	ADJ
easat-5281	227	12	than	than	ADP
easat-5281	227	13	50	50	NUM
easat-5281	227	14	%	%	NOUN
easat-5281	227	15	of	of	ADP
easat-5281	227	16	the	the	DET
easat-5281	227	17	variance	variance	NOUN
easat-5281	227	18	of	of	ADP
easat-5281	227	19	its	its	PRON
easat-5281	227	20	indicators	indicator	NOUN
easat-5281	227	21	,	,	PUNCT
easat-5281	227	22	providing	provide	VERB
easat-5281	227	23	evidence	evidence	NOUN
easat-5281	227	24	that	that	SCONJ
easat-5281	227	25	the	the	DET
easat-5281	227	26	construct	construct	NOUN
easat-5281	227	27	has	have	AUX
easat-5281	227	28	good	good	ADJ
easat-5281	227	29	convergent	convergent	NOUN
easat-5281	227	30	validity	validity	NOUN
easat-5281	227	31	.	.	PUNCT
easat-5281	228	1	additionally	additionally	ADV
easat-5281	228	2	,	,	PUNCT
easat-5281	228	3	the	the	DET
easat-5281	228	4	correlation	correlation	NOUN
easat-5281	228	5	among	among	ADP
easat-5281	228	6	indicators	indicator	NOUN
easat-5281	228	7	measuring	measure	VERB
easat-5281	228	8	the	the	DET
easat-5281	228	9	same	same	ADJ
easat-5281	228	10	construct	construct	NOUN
easat-5281	228	11	is	be	AUX
easat-5281	228	12	expected	expect	VERB
easat-5281	228	13	to	to	PART
easat-5281	228	14	be	be	AUX
easat-5281	228	15	positive	positive	ADJ
easat-5281	228	16	and	and	CCONJ
easat-5281	228	17	significant	significant	ADJ
easat-5281	228	18	,	,	PUNCT
easat-5281	228	19	meaning	mean	VERB
easat-5281	228	20	that	that	SCONJ
easat-5281	228	21	these	these	DET
easat-5281	228	22	indicators	indicator	NOUN
easat-5281	228	23	move	move	VERB
easat-5281	228	24	in	in	ADP
easat-5281	228	25	the	the	DET
easat-5281	228	26	same	same	ADJ
easat-5281	228	27	direction	direction	NOUN
easat-5281	228	28	when	when	SCONJ
easat-5281	228	29	measuring	measure	VERB
easat-5281	228	30	the	the	DET
easat-5281	228	31	intended	intend	VERB
easat-5281	228	32	construct	construct	NOUN
easat-5281	228	33	.	.	PUNCT
easat-5281	229	1	low	low	ADJ
easat-5281	229	2	or	or	CCONJ
easat-5281	229	3	even	even	ADV
easat-5281	229	4	negative	negative	ADJ
easat-5281	229	5	correlations	correlation	NOUN
easat-5281	229	6	between	between	ADP
easat-5281	229	7	these	these	DET
easat-5281	229	8	indicators	indicator	NOUN
easat-5281	229	9	may	may	AUX
easat-5281	229	10	indicate	indicate	VERB
easat-5281	229	11	issues	issue	NOUN
easat-5281	229	12	with	with	ADP
easat-5281	229	13	convergent	convergent	NOUN
easat-5281	229	14	validity	validity	NOUN
easat-5281	229	15	.	.	PUNCT
easat-5281	230	1	analyzing	analyze	VERB
easat-5281	230	2	the	the	DET
easat-5281	230	3	data	data	NOUN
easat-5281	230	4	reveals	reveal	VERB
easat-5281	230	5	how	how	SCONJ
easat-5281	230	6	the	the	DET
easat-5281	230	7	convergent	convergent	ADJ
easat-5281	230	8	validity	validity	NOUN
easat-5281	230	9	of	of	ADP
easat-5281	230	10	each	each	DET
easat-5281	230	11	construct	construct	NOUN
easat-5281	230	12	is	be	AUX
easat-5281	230	13	evaluated	evaluate	VERB
easat-5281	230	14	.	.	PUNCT
easat-5281	231	1	1	1	X
easat-5281	231	2	.	.	X
easat-5281	231	3	indicators	indicator	NOUN
easat-5281	231	4	for	for	ADP
easat-5281	231	5	construct	construct	VERB
easat-5281	231	6	xa	xa	PROPN
easat-5281	231	7	:	:	PUNCT
easat-5281	231	8	based	base	VERB
easat-5281	231	9	on	on	ADP
easat-5281	231	10	the	the	DET
easat-5281	231	11	provided	provide	VERB
easat-5281	231	12	table	table	NOUN
easat-5281	231	13	,	,	PUNCT
easat-5281	231	14	the	the	DET
easat-5281	231	15	indicators	indicator	NOUN
easat-5281	231	16	measuring	measure	VERB
easat-5281	231	17	construct	construct	NOUN
easat-5281	231	18	xa	xa	PROPN
easat-5281	231	19	(	(	PUNCT
easat-5281	231	20	xa1	xa1	PROPN
easat-5281	231	21	to	to	PART
easat-5281	231	22	xa9	xa9	VERB
easat-5281	231	23	)	)	PUNCT
easat-5281	231	24	generally	generally	ADV
easat-5281	231	25	show	show	VERB
easat-5281	231	26	good	good	ADJ
easat-5281	231	27	factor	factor	NOUN
easat-5281	231	28	loadings	loading	NOUN
easat-5281	231	29	,	,	PUNCT
easat-5281	231	30	with	with	ADP
easat-5281	231	31	most	most	ADJ
easat-5281	231	32	indicators	indicator	NOUN
easat-5281	231	33	having	have	VERB
easat-5281	231	34	loadings	loading	NOUN
easat-5281	231	35	above	above	ADP
easat-5281	231	36	0.50	0.50	NUM
easat-5281	231	37	.	.	PUNCT
easat-5281	232	1	for	for	ADP
easat-5281	232	2	example	example	NOUN
easat-5281	232	3	,	,	PUNCT
easat-5281	232	4	indicator	indicator	NOUN
easat-5281	232	5	xa1	xa1	PROPN
easat-5281	232	6	has	have	VERB
easat-5281	232	7	a	a	DET
easat-5281	232	8	loading	loading	NOUN
easat-5281	232	9	of	of	ADP
easat-5281	232	10	0.764	0.764	NUM
easat-5281	232	11	,	,	PUNCT
easat-5281	232	12	indicating	indicate	VERB
easat-5281	232	13	strong	strong	ADJ
easat-5281	232	14	convergent	convergent	NOUN
easat-5281	232	15	validity	validity	NOUN
easat-5281	232	16	,	,	PUNCT
easat-5281	232	17	and	and	CCONJ
easat-5281	232	18	xa9	xa9	NOUN
easat-5281	232	19	has	have	VERB
easat-5281	232	20	a	a	DET
easat-5281	232	21	loading	loading	NOUN
easat-5281	232	22	of	of	ADP
easat-5281	232	23	0.770	0.770	NUM
easat-5281	232	24	,	,	PUNCT
easat-5281	232	25	further	far	ADV
easat-5281	232	26	supporting	support	VERB
easat-5281	232	27	its	its	PRON
easat-5281	232	28	convergent	convergent	NOUN
easat-5281	232	29	validity	validity	NOUN
easat-5281	232	30	.	.	PUNCT
easat-5281	233	1	these	these	DET
easat-5281	233	2	results	result	NOUN
easat-5281	233	3	suggest	suggest	VERB
easat-5281	233	4	that	that	SCONJ
easat-5281	233	5	construct	construct	NOUN
easat-5281	233	6	xa	xa	PROPN
easat-5281	233	7	has	have	VERB
easat-5281	233	8	sufficient	sufficient	ADJ
easat-5281	233	9	convergent	convergent	NOUN
easat-5281	233	10	validity	validity	NOUN
easat-5281	233	11	,	,	PUNCT
easat-5281	233	12	as	as	SCONJ
easat-5281	233	13	most	most	ADJ
easat-5281	233	14	of	of	ADP
easat-5281	233	15	its	its	PRON
easat-5281	233	16	indicators	indicator	NOUN
easat-5281	233	17	show	show	VERB
easat-5281	233	18	significant	significant	ADJ
easat-5281	233	19	factor	factor	NOUN
easat-5281	233	20	loadings	loading	NOUN
easat-5281	233	21	.	.	PUNCT
easat-5281	234	1	2	2	X
easat-5281	234	2	.	.	X
easat-5281	234	3	indicators	indicator	NOUN
easat-5281	234	4	for	for	ADP
easat-5281	234	5	construct	construct	VERB
easat-5281	234	6	xb	xb	PROPN
easat-5281	234	7	:	:	PUNCT
easat-5281	234	8	for	for	SCONJ
easat-5281	234	9	construct	construct	VERB
easat-5281	234	10	xb	xb	PROPN
easat-5281	234	11	,	,	PUNCT
easat-5281	234	12	the	the	DET
easat-5281	234	13	indicators	indicator	NOUN
easat-5281	234	14	show	show	VERB
easat-5281	234	15	varying	vary	VERB
easat-5281	234	16	factor	factor	NOUN
easat-5281	234	17	loadings	loading	NOUN
easat-5281	234	18	.	.	PUNCT
easat-5281	235	1	for	for	ADP
easat-5281	235	2	example	example	NOUN
easat-5281	235	3	,	,	PUNCT
easat-5281	235	4	indicator	indicator	NOUN
easat-5281	235	5	xb1	xb1	PROPN
easat-5281	235	6	has	have	VERB
easat-5281	235	7	a	a	DET
easat-5281	235	8	lower	low	ADJ
easat-5281	235	9	loading	loading	NOUN
easat-5281	235	10	of	of	ADP
easat-5281	235	11	0.595	0.595	NUM
easat-5281	235	12	,	,	PUNCT
easat-5281	235	13	suggesting	suggest	VERB
easat-5281	235	14	weaker	weak	ADJ
easat-5281	235	15	convergent	convergent	NOUN
easat-5281	235	16	validity	validity	NOUN
easat-5281	235	17	for	for	ADP
easat-5281	235	18	this	this	DET
easat-5281	235	19	indicator	indicator	NOUN
easat-5281	235	20	.	.	PUNCT
easat-5281	236	1	however	however	ADV
easat-5281	236	2	,	,	PUNCT
easat-5281	236	3	other	other	ADJ
easat-5281	236	4	indicators	indicator	NOUN
easat-5281	236	5	like	like	ADP
easat-5281	236	6	xb9	xb9	PROPN
easat-5281	236	7	have	have	VERB
easat-5281	236	8	a	a	DET
easat-5281	236	9	loading	loading	NOUN
easat-5281	236	10	of	of	ADP
easat-5281	236	11	0.823	0.823	NUM
easat-5281	236	12	,	,	PUNCT
easat-5281	236	13	indicating	indicate	VERB
easat-5281	236	14	strong	strong	ADJ
easat-5281	236	15	convergent	convergent	NOUN
easat-5281	236	16	validity	validity	NOUN
easat-5281	236	17	.	.	PUNCT
easat-5281	237	1	based	base	VERB
easat-5281	237	2	on	on	ADP
easat-5281	237	3	these	these	DET
easat-5281	237	4	results	result	NOUN
easat-5281	237	5	,	,	PUNCT
easat-5281	237	6	although	although	SCONJ
easat-5281	237	7	some	some	DET
easat-5281	237	8	indicators	indicator	NOUN
easat-5281	237	9	may	may	AUX
easat-5281	237	10	not	not	PART
easat-5281	237	11	be	be	AUX
easat-5281	237	12	as	as	ADV
easat-5281	237	13	strong	strong	ADJ
easat-5281	237	14	in	in	ADP
easat-5281	237	15	measuring	measure	VERB
easat-5281	237	16	construct	construct	NOUN
easat-5281	237	17	xb	xb	PROPN
easat-5281	237	18	,	,	PUNCT
easat-5281	237	19	overall	overall	ADV
easat-5281	237	20	,	,	PUNCT
easat-5281	237	21	the	the	DET
easat-5281	237	22	construct	construct	NOUN
easat-5281	237	23	has	have	VERB
easat-5281	237	24	acceptable	acceptable	ADJ
easat-5281	237	25	convergent	convergent	NOUN
easat-5281	237	26	validity	validity	NOUN
easat-5281	237	27	.	.	PUNCT
easat-5281	238	1	3	3	X
easat-5281	238	2	.	.	X
easat-5281	238	3	indicators	indicator	NOUN
easat-5281	238	4	for	for	ADP
easat-5281	238	5	construct	construct	VERB
easat-5281	238	6	y	y	PROPN
easat-5281	238	7	:	:	PUNCT
easat-5281	238	8	construct	construct	VERB
easat-5281	238	9	y	y	PROPN
easat-5281	238	10	shows	show	VERB
easat-5281	238	11	a	a	DET
easat-5281	238	12	wide	wide	ADJ
easat-5281	238	13	range	range	NOUN
easat-5281	238	14	of	of	ADP
easat-5281	238	15	correlations	correlation	NOUN
easat-5281	238	16	between	between	ADP
easat-5281	238	17	indicators	indicator	NOUN
easat-5281	238	18	.	.	PUNCT
easat-5281	239	1	for	for	ADP
easat-5281	239	2	example	example	NOUN
easat-5281	239	3	,	,	PUNCT
easat-5281	239	4	y2	y2	PROPN
easat-5281	239	5	has	have	VERB
easat-5281	239	6	a	a	DET
easat-5281	239	7	loading	loading	NOUN
easat-5281	239	8	of	of	ADP
easat-5281	239	9	0.817	0.817	NUM
easat-5281	239	10	,	,	PUNCT
easat-5281	239	11	indicating	indicate	VERB
easat-5281	239	12	good	good	ADJ
easat-5281	239	13	convergent	convergent	NOUN
easat-5281	239	14	validity	validity	NOUN
easat-5281	239	15	.	.	PUNCT
easat-5281	240	1	however	however	ADV
easat-5281	240	2	,	,	PUNCT
easat-5281	240	3	y12	y12	PROPN
easat-5281	240	4	has	have	VERB
easat-5281	240	5	a	a	DET
easat-5281	240	6	lower	low	ADJ
easat-5281	240	7	loading	loading	NOUN
easat-5281	240	8	of	of	ADP
easat-5281	240	9	0.469	0.469	NUM
easat-5281	240	10	,	,	PUNCT
easat-5281	240	11	suggesting	suggest	VERB
easat-5281	240	12	that	that	SCONJ
easat-5281	240	13	this	this	DET
easat-5281	240	14	indicator	indicator	NOUN
easat-5281	240	15	may	may	AUX
easat-5281	240	16	not	not	PART
easat-5281	240	17	measure	measure	VERB
easat-5281	240	18	construct	construct	VERB
easat-5281	240	19	y	y	PROPN
easat-5281	240	20	as	as	ADV
easat-5281	240	21	well	well	ADV
easat-5281	240	22	.	.	PUNCT
easat-5281	241	1	the	the	DET
easat-5281	241	2	discrepancies	discrepancy	NOUN
easat-5281	241	3	among	among	ADP
easat-5281	241	4	these	these	DET
easat-5281	241	5	indicators	indicator	NOUN
easat-5281	241	6	imply	imply	VERB
easat-5281	241	7	that	that	SCONJ
easat-5281	241	8	some	some	PRON
easat-5281	241	9	may	may	AUX
easat-5281	241	10	need	need	VERB
easat-5281	241	11	to	to	PART
easat-5281	241	12	be	be	AUX
easat-5281	241	13	reevaluated	reevaluate	VERB
easat-5281	241	14	to	to	PART
easat-5281	241	15	improve	improve	VERB
easat-5281	241	16	the	the	DET
easat-5281	241	17	convergent	convergent	NOUN
easat-5281	241	18	validity	validity	NOUN
easat-5281	241	19	of	of	ADP
easat-5281	241	20	construct	construct	NOUN
easat-5281	241	21	y.	y.	PROPN
easat-5281	241	22	4	4	NUM
easat-5281	241	23	.	.	PUNCT
easat-5281	241	24	indicators	indicator	NOUN
easat-5281	241	25	for	for	ADP
easat-5281	241	26	construct	construct	VERB
easat-5281	241	27	z	z	NOUN
easat-5281	241	28	:	:	PUNCT
easat-5281	241	29	indicators	indicator	NOUN
easat-5281	241	30	for	for	ADP
easat-5281	241	31	construct	construct	NOUN
easat-5281	241	32	z	z	PROPN
easat-5281	241	33	show	show	VERB
easat-5281	241	34	varied	varied	ADJ
easat-5281	241	35	correlations	correlation	NOUN
easat-5281	241	36	among	among	ADP
easat-5281	241	37	themselves	themselves	PRON
easat-5281	241	38	.	.	PUNCT
easat-5281	242	1	for	for	ADP
easat-5281	242	2	instance	instance	NOUN
easat-5281	242	3	,	,	PUNCT
easat-5281	242	4	indicator	indicator	PROPN
easat-5281	242	5	z2	z2	PROPN
easat-5281	242	6	has	have	VERB
easat-5281	242	7	a	a	DET
easat-5281	242	8	loading	loading	NOUN
easat-5281	242	9	of	of	ADP
easat-5281	242	10	0.844	0.844	NUM
easat-5281	242	11	,	,	PUNCT
easat-5281	242	12	indicating	indicate	VERB
easat-5281	242	13	excellent	excellent	ADJ
easat-5281	242	14	convergent	convergent	NOUN
easat-5281	242	15	validity	validity	NOUN
easat-5281	242	16	,	,	PUNCT
easat-5281	242	17	while	while	SCONJ
easat-5281	242	18	z1	z1	PROPN
easat-5281	242	19	has	have	VERB
easat-5281	242	20	a	a	DET
easat-5281	242	21	lower	low	ADJ
easat-5281	242	22	loading	loading	NOUN
easat-5281	242	23	of	of	ADP
easat-5281	242	24	0.588	0.588	NUM
easat-5281	242	25	,	,	PUNCT
easat-5281	242	26	suggesting	suggest	VERB
easat-5281	242	27	potential	potential	ADJ
easat-5281	242	28	issues	issue	NOUN
easat-5281	242	29	with	with	ADP
easat-5281	242	30	its	its	PRON
easat-5281	242	31	validity	validity	NOUN
easat-5281	242	32	.	.	PUNCT
easat-5281	243	1	despite	despite	SCONJ
easat-5281	243	2	some	some	DET
easat-5281	243	3	indicators	indicator	NOUN
easat-5281	243	4	having	have	VERB
easat-5281	243	5	weaker	weak	ADJ
easat-5281	243	6	convergent	convergent	NOUN
easat-5281	243	7	validity	validity	NOUN
easat-5281	243	8	,	,	PUNCT
easat-5281	243	9	overall	overall	ADV
easat-5281	243	10	,	,	PUNCT
easat-5281	243	11	construct	construct	VERB
easat-5281	243	12	z	z	NOUN
easat-5281	243	13	demonstrates	demonstrate	VERB
easat-5281	243	14	sufficient	sufficient	ADJ
easat-5281	243	15	convergent	convergent	NOUN
easat-5281	243	16	validity	validity	NOUN
easat-5281	243	17	.	.	PUNCT
easat-5281	244	1	670	670	NUM
easat-5281	244	2	edelweiss	edelweiss	PROPN
easat-5281	244	3	applied	apply	VERB
easat-5281	244	4	science	science	NOUN
easat-5281	244	5	and	and	CCONJ
easat-5281	244	6	technology	technology	NOUN
easat-5281	244	7	issn	issn	PROPN
easat-5281	244	8	:	:	PUNCT
easat-5281	244	9	2576	2576	NUM
easat-5281	244	10	-	-	SYM
easat-5281	244	11	8484	8484	NUM
easat-5281	244	12	vol	vol	NOUN
easat-5281	244	13	.	.	PROPN
easat-5281	245	1	9	9	NUM
easat-5281	245	2	,	,	PUNCT
easat-5281	245	3	no	no	INTJ
easat-5281	245	4	.	.	NOUN
easat-5281	246	1	3	3	NUM
easat-5281	246	2	:	:	PUNCT
easat-5281	246	3	660	660	NUM
easat-5281	246	4	-	-	NUM
easat-5281	246	5	679	679	NUM
easat-5281	246	6	,	,	PUNCT
easat-5281	246	7	2025	2025	NUM
easat-5281	246	8	doi	doi	NOUN
easat-5281	246	9	:	:	PUNCT
easat-5281	246	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	246	11	©	©	ADP
easat-5281	246	12	2025	2025	NUM
easat-5281	246	13	by	by	ADP
easat-5281	246	14	the	the	DET
easat-5281	246	15	authors	author	NOUN
easat-5281	246	16	;	;	PUNCT
easat-5281	246	17	licensee	licensee	PROPN
easat-5281	246	18	learning	learning	NOUN
easat-5281	246	19	gate	gate	NOUN
easat-5281	246	20	based	base	VERB
easat-5281	246	21	on	on	ADP
easat-5281	246	22	these	these	DET
easat-5281	246	23	results	result	NOUN
easat-5281	246	24	,	,	PUNCT
easat-5281	246	25	most	most	ADJ
easat-5281	246	26	constructs	construct	NOUN
easat-5281	246	27	in	in	ADP
easat-5281	246	28	this	this	DET
easat-5281	246	29	study	study	NOUN
easat-5281	246	30	exhibit	exhibit	VERB
easat-5281	246	31	good	good	ADJ
easat-5281	246	32	convergent	convergent	NOUN
easat-5281	246	33	validity	validity	NOUN
easat-5281	246	34	,	,	PUNCT
easat-5281	246	35	as	as	SCONJ
easat-5281	246	36	indicated	indicate	VERB
easat-5281	246	37	by	by	ADP
easat-5281	246	38	factor	factor	NOUN
easat-5281	246	39	loadings	loading	NOUN
easat-5281	246	40	above	above	ADP
easat-5281	246	41	0.50	0.50	NUM
easat-5281	246	42	.	.	PUNCT
easat-5281	247	1	however	however	ADV
easat-5281	247	2	,	,	PUNCT
easat-5281	247	3	some	some	DET
easat-5281	247	4	indicators	indicator	NOUN
easat-5281	247	5	have	have	VERB
easat-5281	247	6	factor	factor	NOUN
easat-5281	247	7	loadings	loading	NOUN
easat-5281	247	8	below	below	ADP
easat-5281	247	9	the	the	DET
easat-5281	247	10	recommended	recommend	VERB
easat-5281	247	11	threshold	threshold	NOUN
easat-5281	247	12	,	,	PUNCT
easat-5281	247	13	indicating	indicate	VERB
easat-5281	247	14	that	that	SCONJ
easat-5281	247	15	their	their	PRON
easat-5281	247	16	convergent	convergent	NOUN
easat-5281	247	17	validity	validity	NOUN
easat-5281	247	18	may	may	AUX
easat-5281	247	19	need	need	VERB
easat-5281	247	20	to	to	PART
easat-5281	247	21	be	be	AUX
easat-5281	247	22	improved	improve	VERB
easat-5281	247	23	or	or	CCONJ
easat-5281	247	24	reassessed	reassess	VERB
easat-5281	247	25	.	.	PUNCT
easat-5281	248	1	ultimately	ultimately	ADV
easat-5281	248	2	,	,	PUNCT
easat-5281	248	3	strong	strong	ADJ
easat-5281	248	4	convergent	convergent	NOUN
easat-5281	248	5	validity	validity	NOUN
easat-5281	248	6	ensures	ensure	VERB
easat-5281	248	7	that	that	SCONJ
easat-5281	248	8	each	each	DET
easat-5281	248	9	indicator	indicator	NOUN
easat-5281	248	10	accurately	accurately	ADV
easat-5281	248	11	and	and	CCONJ
easat-5281	248	12	consistently	consistently	ADV
easat-5281	248	13	measures	measure	VERB
easat-5281	248	14	the	the	DET
easat-5281	248	15	intended	intend	VERB
easat-5281	248	16	construct	construct	NOUN
easat-5281	248	17	,	,	PUNCT
easat-5281	248	18	which	which	PRON
easat-5281	248	19	is	be	AUX
easat-5281	248	20	critical	critical	ADJ
easat-5281	248	21	in	in	ADP
easat-5281	248	22	construct	construct	NOUN
easat-5281	248	23	-	-	PUNCT
easat-5281	248	24	based	base	VERB
easat-5281	248	25	research	research	NOUN
easat-5281	248	26	involving	involve	VERB
easat-5281	248	27	multiple	multiple	ADJ
easat-5281	248	28	indicators	indicator	NOUN
easat-5281	248	29	.	.	PUNCT
easat-5281	249	1	to	to	PART
easat-5281	249	2	determine	determine	VERB
easat-5281	249	3	the	the	DET
easat-5281	249	4	correlation	correlation	NOUN
easat-5281	249	5	between	between	ADP
easat-5281	249	6	items	item	NOUN
easat-5281	249	7	,	,	PUNCT
easat-5281	249	8	a	a	DET
easat-5281	249	9	reliability	reliability	NOUN
easat-5281	249	10	measurement	measurement	NOUN
easat-5281	249	11	instrument	instrument	NOUN
easat-5281	249	12	using	use	VERB
easat-5281	249	13	cronbach	cronbach	NOUN
easat-5281	249	14	's	's	PART
easat-5281	249	15	alpha	alpha	NOUN
easat-5281	249	16	is	be	AUX
easat-5281	249	17	required	require	VERB
easat-5281	249	18	.	.	PUNCT
easat-5281	250	1	according	accord	VERB
easat-5281	250	2	to	to	ADP
easat-5281	250	3	dempster	dempster	PROPN
easat-5281	250	4	and	and	CCONJ
easat-5281	250	5	hanna	hanna	PROPN
easat-5281	250	6	[	[	X
easat-5281	250	7	38	38	NUM
easat-5281	250	8	]	]	PUNCT
easat-5281	250	9	cronbach	cronbach	NOUN
easat-5281	250	10	alpha	alpha	NOUN
easat-5281	250	11	helps	help	VERB
easat-5281	250	12	present	present	VERB
easat-5281	250	13	the	the	DET
easat-5281	250	14	average	average	ADJ
easat-5281	250	15	correlation	correlation	NOUN
easat-5281	250	16	between	between	ADP
easat-5281	250	17	a	a	DET
easat-5281	250	18	group	group	NOUN
easat-5281	250	19	of	of	ADP
easat-5281	250	20	items	item	NOUN
easat-5281	250	21	.	.	PUNCT
easat-5281	251	1	ideally	ideally	ADV
easat-5281	251	2	,	,	PUNCT
easat-5281	251	3	the	the	DET
easat-5281	251	4	ideal	ideal	NOUN
easat-5281	251	5	cronbach	cronbach	VERB
easat-5281	251	6	alpha	alpha	NOUN
easat-5281	251	7	value	value	NOUN
easat-5281	251	8	should	should	AUX
easat-5281	251	9	be	be	AUX
easat-5281	251	10	greater	great	ADJ
easat-5281	251	11	than	than	ADP
easat-5281	251	12	0.7	0.7	NUM
easat-5281	251	13	,	,	PUNCT
easat-5281	251	14	which	which	PRON
easat-5281	251	15	means	mean	VERB
easat-5281	251	16	it	it	PRON
easat-5281	251	17	shows	show	VERB
easat-5281	251	18	that	that	SCONJ
easat-5281	251	19	the	the	DET
easat-5281	251	20	items	item	NOUN
easat-5281	251	21	are	be	AUX
easat-5281	251	22	reliable	reliable	ADJ
easat-5281	251	23	[	[	PUNCT
easat-5281	251	24	38	38	NUM
easat-5281	251	25	]	]	PUNCT
easat-5281	251	26	.	.	PUNCT
easat-5281	252	1	table	table	NOUN
easat-5281	252	2	4	4	NUM
easat-5281	252	3	.	.	PUNCT
easat-5281	253	1	discriminant	discriminant	ADJ
easat-5281	253	2	validity	validity	NOUN
easat-5281	253	3	test	test	NOUN
easat-5281	253	4	result	result	NOUN
easat-5281	253	5	.	.	PUNCT
easat-5281	254	1	xa	xa	PROPN
easat-5281	254	2	xb	xb	PROPN
easat-5281	255	1	y	y	PROPN
easat-5281	255	2	z	z	PROPN
easat-5281	255	3	xa1	xa1	PUNCT
easat-5281	256	1	0.607	0.607	NUM
easat-5281	256	2	0.588	0.588	NUM
easat-5281	256	3	0.590	0.590	NUM
easat-5281	256	4	0.521	0.521	NUM
easat-5281	256	5	xa10	xa10	PROPN
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easat-5281	256	8	0.696	0.696	NUM
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easat-5281	256	10	xa11	xa11	PROPN
easat-5281	256	11	0.640	0.640	NUM
easat-5281	256	12	0.402	0.402	NUM
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easat-5281	257	2	xa12	xa12	PROPN
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easat-5281	257	4	0.504	0.504	NUM
easat-5281	257	5	0.578	0.578	NUM
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easat-5281	257	7	xa13	xa13	PROPN
easat-5281	257	8	0.815	0.815	NUM
easat-5281	257	9	0.560	0.560	NUM
easat-5281	257	10	0.682	0.682	NUM
easat-5281	257	11	0.541	0.541	NUM
easat-5281	257	12	xa14	xa14	PROPN
easat-5281	257	13	0.575	0.575	NUM
easat-5281	257	14	0.357	0.357	NUM
easat-5281	257	15	0.302	0.302	NUM
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easat-5281	258	2	xa15	xa15	PROPN
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easat-5281	258	7	xa16	xa16	PROPN
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easat-5281	258	9	0.504	0.504	NUM
easat-5281	258	10	0.641	0.641	NUM
easat-5281	258	11	0.507	0.507	NUM
easat-5281	259	1	xa17	xa17	PROPN
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easat-5281	259	3	0.683	0.683	NUM
easat-5281	259	4	0.744	0.744	NUM
easat-5281	259	5	0.631	0.631	NUM
easat-5281	259	6	xa18	xa18	PROPN
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easat-5281	259	8	0.552	0.552	NUM
easat-5281	259	9	0.588	0.588	NUM
easat-5281	259	10	0.480	0.480	NUM
easat-5281	259	11	xa19	xa19	PROPN
easat-5281	259	12	0.817	0.817	NUM
easat-5281	259	13	0.628	0.628	NUM
easat-5281	259	14	0.723	0.723	NUM
easat-5281	259	15	0.613	0.613	NUM
easat-5281	259	16	xa2	xa2	PROPN
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easat-5281	259	18	0.575	0.575	NUM
easat-5281	259	19	0.639	0.639	NUM
easat-5281	259	20	0.514	0.514	NUM
easat-5281	259	21	xa3	xa3	NOUN
easat-5281	259	22	0.760	0.760	NUM
easat-5281	259	23	0.610	0.610	NUM
easat-5281	259	24	0.698	0.698	NUM
easat-5281	259	25	0.556	0.556	NUM
easat-5281	259	26	xa4	xa4	NOUN
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easat-5281	259	28	0.623	0.623	NUM
easat-5281	259	29	0.670	0.670	NUM
easat-5281	259	30	0.558	0.558	NUM
easat-5281	259	31	xa5	xa5	PROPN
easat-5281	259	32	0.734	0.734	NUM
easat-5281	259	33	0.527	0.527	NUM
easat-5281	259	34	0.601	0.601	NUM
easat-5281	259	35	0.498	0.498	NUM
easat-5281	259	36	xa6	xa6	NOUN
easat-5281	259	37	0.761	0.761	NUM
easat-5281	259	38	0.655	0.655	NUM
easat-5281	259	39	0.699	0.699	NUM
easat-5281	259	40	0.590	0.590	NUM
easat-5281	259	41	xa7	xa7	NUM
easat-5281	260	1	0.761	0.761	NUM
easat-5281	260	2	0.668	0.668	NUM
easat-5281	260	3	0.721	0.721	NUM
easat-5281	260	4	0.614	0.614	NUM
easat-5281	260	5	xa8	xa8	NOUN
easat-5281	260	6	0.782	0.782	NUM
easat-5281	260	7	0.621	0.621	NUM
easat-5281	260	8	0.711	0.711	NUM
easat-5281	260	9	0.583	0.583	NUM
easat-5281	260	10	xa9	xa9	NOUN
easat-5281	260	11	0.763	0.763	NUM
easat-5281	260	12	0.670	0.670	NUM
easat-5281	260	13	0.691	0.691	NUM
easat-5281	260	14	0.616	0.616	NUM
easat-5281	260	15	xa	xa	PROPN
easat-5281	260	16	xb	xb	PROPN
easat-5281	260	17	y	y	PROPN
easat-5281	260	18	z	z	PROPN
easat-5281	260	19	xb1	xb1	PROPN
easat-5281	260	20	0.410	0.410	NUM
easat-5281	260	21	0.595	0.595	NUM
easat-5281	260	22	0.477	0.477	NUM
easat-5281	260	23	0.448	0.448	NUM
easat-5281	260	24	xb10	xb10	PROPN
easat-5281	260	25	0.619	0.619	NUM
easat-5281	260	26	0.785	0.785	NUM
easat-5281	260	27	0.717	0.717	NUM
easat-5281	260	28	0.717	0.717	NUM
easat-5281	260	29	xb11	xb11	PROPN
easat-5281	260	30	0.610	0.610	NUM
easat-5281	260	31	0.738	0.738	NUM
easat-5281	260	32	0.752	0.752	NUM
easat-5281	260	33	0.684	0.684	NUM
easat-5281	260	34	xb12	xb12	PROPN
easat-5281	260	35	0.627	0.627	NUM
easat-5281	260	36	0.824	0.824	NUM
easat-5281	260	37	0.756	0.756	NUM
easat-5281	260	38	0.654	0.654	NUM
easat-5281	260	39	xb13	xb13	PROPN
easat-5281	260	40	0.613	0.613	NUM
easat-5281	260	41	0.737	0.737	NUM
easat-5281	260	42	0.677	0.677	NUM
easat-5281	260	43	0.657	0.657	NUM
easat-5281	260	44	xb14	xb14	PROPN
easat-5281	260	45	0.613	0.613	NUM
easat-5281	260	46	0.737	0.737	NUM
easat-5281	260	47	0.677	0.677	NUM
easat-5281	260	48	0.657	0.657	NUM
easat-5281	260	49	xb2	xb2	ADV
easat-5281	260	50	0.659	0.659	NUM
easat-5281	260	51	0.847	0.847	NUM
easat-5281	260	52	0.748	0.748	NUM
easat-5281	260	53	0.639	0.639	NUM
easat-5281	260	54	xb3	xb3	NUM
easat-5281	260	55	0.640	0.640	NUM
easat-5281	260	56	0.737	0.737	NUM
easat-5281	260	57	0.728	0.728	NUM
easat-5281	260	58	0.647	0.647	NUM
easat-5281	260	59	xb4	xb4	NOUN
easat-5281	260	60	0.667	0.667	NUM
easat-5281	260	61	0.832	0.832	NUM
easat-5281	260	62	0.754	0.754	NUM
easat-5281	260	63	0.639	0.639	NUM
easat-5281	260	64	xb5	xb5	NOUN
easat-5281	260	65	0.660	0.660	NUM
easat-5281	260	66	0.818	0.818	NUM
easat-5281	260	67	0.762	0.762	NUM
easat-5281	260	68	0.665	0.665	NUM
easat-5281	260	69	xb6	xb6	NOUN
easat-5281	260	70	0.672	0.672	NUM
easat-5281	260	71	0.844	0.844	NUM
easat-5281	260	72	0.774	0.774	NUM
easat-5281	260	73	0.679	0.679	NUM
easat-5281	260	74	xb7	xb7	NOUN
easat-5281	260	75	0.702	0.702	NUM
easat-5281	260	76	0.823	0.823	NUM
easat-5281	260	77	0.728	0.728	NUM
easat-5281	260	78	0.623	0.623	NUM
easat-5281	260	79	xb8	xb8	PROPN
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easat-5281	261	2	0.823	0.823	NUM
easat-5281	261	3	0.728	0.728	NUM
easat-5281	261	4	0.623	0.623	NUM
easat-5281	261	5	xb9	xb9	PROPN
easat-5281	261	6	0.702	0.702	NUM
easat-5281	261	7	0.823	0.823	NUM
easat-5281	261	8	0.728	0.728	NUM
easat-5281	261	9	0.623	0.623	NUM
easat-5281	261	10	xa	xa	PROPN
easat-5281	261	11	xb	xb	PROPN
easat-5281	261	12	y	y	PROPN
easat-5281	261	13	z	z	PROPN
easat-5281	261	14	y1	y1	PROPN
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easat-5281	261	16	0.679	0.679	NUM
easat-5281	261	17	0.726	0.726	NUM
easat-5281	261	18	0.603	0.603	NUM
easat-5281	261	19	y10	y10	NOUN
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easat-5281	261	21	0.412	0.412	NUM
easat-5281	261	22	0.448	0.448	NUM
easat-5281	261	23	0.373	0.373	NUM
easat-5281	261	24	y11	y11	NOUN
easat-5281	261	25	0.453	0.453	NUM
easat-5281	261	26	0.412	0.412	NUM
easat-5281	261	27	0.448	0.448	NUM
easat-5281	261	28	0.373	0.373	NUM
easat-5281	261	29	y12	y12	NUM
easat-5281	261	30	0.453	0.453	NUM
easat-5281	261	31	0.412	0.412	NUM
easat-5281	261	32	0.448	0.448	NUM
easat-5281	261	33	0.373	0.373	NUM
easat-5281	261	34	y13	y13	NOUN
easat-5281	261	35	0.470	0.470	NUM
easat-5281	261	36	0.447	0.447	NUM
easat-5281	261	37	0.431	0.431	NUM
easat-5281	261	38	0.368	0.368	NUM
easat-5281	261	39	y2	y2	NOUN
easat-5281	261	40	0.714	0.714	NUM
easat-5281	261	41	0.801	0.801	NUM
easat-5281	261	42	0.816	0.816	NUM
easat-5281	261	43	0.797	0.797	NUM
easat-5281	261	44	y3	y3	NOUN
easat-5281	261	45	0.743	0.743	NUM
easat-5281	261	46	0.789	0.789	NUM
easat-5281	261	47	0.838	0.838	NUM
easat-5281	261	48	0.720	0.720	NUM
easat-5281	261	49	671	671	NUM
easat-5281	261	50	edelweiss	edelweiss	PROPN
easat-5281	261	51	applied	apply	VERB
easat-5281	261	52	science	science	NOUN
easat-5281	261	53	and	and	CCONJ
easat-5281	261	54	technology	technology	NOUN
easat-5281	261	55	issn	issn	PROPN
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easat-5281	261	57	2576	2576	NUM
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easat-5281	261	59	8484	8484	NUM
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easat-5281	262	2	,	,	PUNCT
easat-5281	262	3	no	no	INTJ
easat-5281	262	4	.	.	NOUN
easat-5281	263	1	3	3	NUM
easat-5281	263	2	:	:	PUNCT
easat-5281	263	3	660	660	NUM
easat-5281	263	4	-	-	NUM
easat-5281	263	5	679	679	NUM
easat-5281	263	6	,	,	PUNCT
easat-5281	263	7	2025	2025	NUM
easat-5281	263	8	doi	doi	NOUN
easat-5281	263	9	:	:	PUNCT
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easat-5281	263	12	2025	2025	NUM
easat-5281	263	13	by	by	ADP
easat-5281	263	14	the	the	DET
easat-5281	263	15	authors	author	NOUN
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easat-5281	263	19	gate	gate	PROPN
easat-5281	263	20	y4	y4	PROPN
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easat-5281	263	23	0.785	0.785	NUM
easat-5281	263	24	0.720	0.720	NUM
easat-5281	263	25	y5	y5	NOUN
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easat-5281	263	27	0.743	0.743	NUM
easat-5281	263	28	0.765	0.765	NUM
easat-5281	263	29	0.693	0.693	NUM
easat-5281	263	30	y6	y6	ADJ
easat-5281	263	31	0.697	0.697	NUM
easat-5281	263	32	0.841	0.841	NUM
easat-5281	263	33	0.810	0.810	NUM
easat-5281	263	34	0.720	0.720	NUM
easat-5281	263	35	y7	y7	NOUN
easat-5281	263	36	0.693	0.693	NUM
easat-5281	263	37	0.741	0.741	NUM
easat-5281	263	38	0.802	0.802	NUM
easat-5281	263	39	0.710	0.710	NUM
easat-5281	263	40	y8	y8	PROPN
easat-5281	263	41	0.419	0.419	NUM
easat-5281	263	42	0.515	0.515	NUM
easat-5281	263	43	0.704	0.704	NUM
easat-5281	263	44	0.496	0.496	NUM
easat-5281	263	45	y9	y9	NOUN
easat-5281	263	46	0.592	0.592	NUM
easat-5281	263	47	0.609	0.609	NUM
easat-5281	263	48	0.738	0.738	NUM
easat-5281	263	49	0.574	0.574	NUM
easat-5281	263	50	z1	z1	NUM
easat-5281	263	51	0.565	0.565	NUM
easat-5281	263	52	0.676	0.676	NUM
easat-5281	263	53	0.702	0.702	NUM
easat-5281	263	54	0.693	0.693	NUM
easat-5281	263	55	z2	z2	NOUN
easat-5281	263	56	0.264	0.264	NUM
easat-5281	263	57	0.526	0.526	NUM
easat-5281	263	58	0.448	0.448	NUM
easat-5281	263	59	0.672	0.672	NUM
easat-5281	263	60	z3	z3	NOUN
easat-5281	263	61	0.592	0.592	NUM
easat-5281	263	62	0.409	0.409	NUM
easat-5281	263	63	0.634	0.634	NUM
easat-5281	263	64	0.697	0.697	NUM
easat-5281	263	65	z4	z4	X
easat-5281	263	66	0.675	0.675	NUM
easat-5281	263	67	0.574	0.574	NUM
easat-5281	263	68	0.702	0.702	NUM
easat-5281	263	69	0.784	0.784	NUM
easat-5281	263	70	z5	z5	NOUN
easat-5281	263	71	0.675	0.675	NUM
easat-5281	263	72	0.574	0.574	NUM
easat-5281	263	73	0.702	0.702	NUM
easat-5281	263	74	0.784	0.784	NUM
easat-5281	263	75	z6	z6	NOUN
easat-5281	263	76	0.675	0.675	NUM
easat-5281	263	77	0.574	0.574	NUM
easat-5281	263	78	0.702	0.702	NUM
easat-5281	263	79	0.784	0.784	NUM
easat-5281	263	80	z7	z7	PROPN
easat-5281	263	81	0.675	0.675	NUM
easat-5281	263	82	0.574	0.574	NUM
easat-5281	263	83	0.702	0.702	NUM
easat-5281	263	84	0.784	0.784	NUM
easat-5281	263	85	z8	z8	NOUN
easat-5281	263	86	0.675	0.675	NUM
easat-5281	263	87	0.574	0.574	NUM
easat-5281	263	88	0.702	0.702	NUM
easat-5281	263	89	0.784	0.784	NUM
easat-5281	263	90	z9	z9	PROPN
easat-5281	263	91	0.684	0.684	NUM
easat-5281	263	92	0.729	0.729	NUM
easat-5281	263	93	0.729	0.729	NUM
easat-5281	263	94	0.811	0.811	NUM
easat-5281	263	95	the	the	DET
easat-5281	263	96	correlation	correlation	NOUN
easat-5281	263	97	matrix	matrix	NOUN
easat-5281	263	98	presented	present	VERB
easat-5281	263	99	provides	provide	VERB
easat-5281	263	100	an	an	DET
easat-5281	263	101	analysis	analysis	NOUN
easat-5281	263	102	of	of	ADP
easat-5281	263	103	divergent	divergent	ADJ
easat-5281	263	104	validity	validity	NOUN
easat-5281	263	105	among	among	ADP
easat-5281	263	106	four	four	NUM
easat-5281	263	107	latent	latent	NOUN
easat-5281	263	108	constructs	construct	NOUN
easat-5281	263	109	(	(	PUNCT
easat-5281	263	110	xa	xa	PROPN
easat-5281	263	111	,	,	PUNCT
easat-5281	263	112	xb	xb	PROPN
easat-5281	263	113	,	,	PUNCT
easat-5281	263	114	y	y	PROPN
easat-5281	263	115	,	,	PUNCT
easat-5281	263	116	and	and	CCONJ
easat-5281	263	117	z	z	X
easat-5281	263	118	)	)	PUNCT
easat-5281	263	119	,	,	PUNCT
easat-5281	263	120	where	where	SCONJ
easat-5281	263	121	the	the	DET
easat-5281	263	122	goal	goal	NOUN
easat-5281	263	123	is	be	AUX
easat-5281	263	124	to	to	PART
easat-5281	263	125	assess	assess	VERB
easat-5281	263	126	the	the	DET
easat-5281	263	127	distinctiveness	distinctiveness	NOUN
easat-5281	263	128	of	of	ADP
easat-5281	263	129	each	each	DET
easat-5281	263	130	construct	construct	NOUN
easat-5281	263	131	from	from	ADP
easat-5281	263	132	one	one	NUM
easat-5281	263	133	another	another	DET
easat-5281	263	134	.	.	PUNCT
easat-5281	264	1	divergent	divergent	ADJ
easat-5281	264	2	validity	validity	NOUN
easat-5281	264	3	is	be	AUX
easat-5281	264	4	supported	support	VERB
easat-5281	264	5	when	when	SCONJ
easat-5281	264	6	the	the	DET
easat-5281	264	7	correlation	correlation	NOUN
easat-5281	264	8	between	between	ADP
easat-5281	264	9	different	different	ADJ
easat-5281	264	10	constructs	construct	NOUN
easat-5281	264	11	is	be	AUX
easat-5281	264	12	low	low	ADJ
easat-5281	264	13	,	,	PUNCT
easat-5281	264	14	indicating	indicate	VERB
easat-5281	264	15	that	that	SCONJ
easat-5281	264	16	the	the	DET
easat-5281	264	17	constructs	construct	NOUN
easat-5281	264	18	are	be	AUX
easat-5281	264	19	measuring	measure	VERB
easat-5281	264	20	different	different	ADJ
easat-5281	264	21	concepts	concept	NOUN
easat-5281	264	22	.	.	PUNCT
easat-5281	265	1	in	in	ADP
easat-5281	265	2	the	the	DET
easat-5281	265	3	analysis	analysis	NOUN
easat-5281	265	4	,	,	PUNCT
easat-5281	265	5	the	the	DET
easat-5281	265	6	correlations	correlation	NOUN
easat-5281	265	7	between	between	ADP
easat-5281	265	8	xa	xa	PROPN
easat-5281	265	9	and	and	CCONJ
easat-5281	265	10	the	the	DET
easat-5281	265	11	other	other	ADJ
easat-5281	265	12	constructs	construct	NOUN
easat-5281	265	13	vary	vary	VERB
easat-5281	265	14	,	,	PUNCT
easat-5281	265	15	with	with	ADP
easat-5281	265	16	lower	low	ADJ
easat-5281	265	17	values	value	NOUN
easat-5281	265	18	such	such	ADJ
easat-5281	265	19	as	as	ADP
easat-5281	265	20	0.357	0.357	NUM
easat-5281	265	21	(	(	PUNCT
easat-5281	265	22	xa8	xa8	PROPN
easat-5281	265	23	with	with	ADP
easat-5281	265	24	xb	xb	PROPN
easat-5281	265	25	)	)	PUNCT
easat-5281	265	26	and	and	CCONJ
easat-5281	265	27	0.268	0.268	NUM
easat-5281	265	28	(	(	PUNCT
easat-5281	265	29	xa14	xa14	PROPN
easat-5281	265	30	with	with	ADP
easat-5281	265	31	z	z	NOUN
easat-5281	265	32	)	)	PUNCT
easat-5281	265	33	supporting	support	VERB
easat-5281	265	34	divergent	divergent	ADJ
easat-5281	265	35	validity	validity	NOUN
easat-5281	265	36	,	,	PUNCT
easat-5281	265	37	while	while	SCONJ
easat-5281	265	38	higher	high	ADJ
easat-5281	265	39	correlations	correlation	NOUN
easat-5281	265	40	,	,	PUNCT
easat-5281	265	41	such	such	ADJ
easat-5281	265	42	as	as	ADP
easat-5281	265	43	xa19	xa19	PROPN
easat-5281	265	44	with	with	ADP
easat-5281	265	45	z	z	NOUN
easat-5281	265	46	at	at	ADP
easat-5281	265	47	0.850	0.850	NUM
easat-5281	265	48	,	,	PUNCT
easat-5281	265	49	raise	raise	VERB
easat-5281	265	50	concerns	concern	NOUN
easat-5281	265	51	about	about	ADP
easat-5281	265	52	conceptual	conceptual	ADJ
easat-5281	265	53	overlap	overlap	NOUN
easat-5281	265	54	.	.	PUNCT
easat-5281	266	1	similarly	similarly	ADV
easat-5281	266	2	,	,	PUNCT
easat-5281	266	3	xb	xb	PROPN
easat-5281	266	4	shows	show	VERB
easat-5281	266	5	a	a	DET
easat-5281	266	6	mix	mix	NOUN
easat-5281	266	7	of	of	ADP
easat-5281	266	8	moderate	moderate	ADJ
easat-5281	266	9	to	to	ADP
easat-5281	266	10	high	high	ADJ
easat-5281	266	11	correlations	correlation	NOUN
easat-5281	266	12	with	with	ADP
easat-5281	266	13	other	other	ADJ
easat-5281	266	14	constructs	construct	NOUN
easat-5281	266	15	,	,	PUNCT
easat-5281	266	16	with	with	ADP
easat-5281	266	17	xb1	xb1	PROPN
easat-5281	266	18	and	and	CCONJ
easat-5281	266	19	z	z	NOUN
easat-5281	266	20	at	at	ADP
easat-5281	266	21	0.448	0.448	NUM
easat-5281	266	22	supporting	support	VERB
easat-5281	266	23	distinctiveness	distinctiveness	NOUN
easat-5281	266	24	,	,	PUNCT
easat-5281	266	25	but	but	CCONJ
easat-5281	266	26	higher	high	ADJ
easat-5281	266	27	correlations	correlation	NOUN
easat-5281	266	28	like	like	ADP
easat-5281	266	29	xb8	xb8	PROPN
easat-5281	266	30	and	and	CCONJ
easat-5281	266	31	z	z	PROPN
easat-5281	266	32	at	at	ADP
easat-5281	266	33	0.850	0.850	NUM
easat-5281	266	34	suggest	suggest	VERB
easat-5281	266	35	overlap	overlap	NOUN
easat-5281	266	36	.	.	PUNCT
easat-5281	267	1	the	the	DET
easat-5281	267	2	same	same	ADJ
easat-5281	267	3	trend	trend	NOUN
easat-5281	267	4	is	be	AUX
easat-5281	267	5	seen	see	VERB
easat-5281	267	6	in	in	ADP
easat-5281	267	7	the	the	DET
easat-5281	267	8	correlations	correlation	NOUN
easat-5281	267	9	between	between	ADP
easat-5281	267	10	y	y	PROPN
easat-5281	267	11	and	and	CCONJ
easat-5281	267	12	other	other	ADJ
easat-5281	267	13	constructs	construct	NOUN
easat-5281	267	14	,	,	PUNCT
easat-5281	267	15	where	where	SCONJ
easat-5281	267	16	y12	y12	NOUN
easat-5281	267	17	and	and	CCONJ
easat-5281	267	18	z	z	NOUN
easat-5281	267	19	at	at	ADP
easat-5281	267	20	0.326	0.326	NUM
easat-5281	267	21	indicate	indicate	VERB
easat-5281	267	22	divergent	divergent	ADJ
easat-5281	267	23	validity	validity	NOUN
easat-5281	267	24	,	,	PUNCT
easat-5281	267	25	but	but	CCONJ
easat-5281	267	26	higher	high	ADJ
easat-5281	267	27	correlations	correlation	NOUN
easat-5281	267	28	such	such	ADJ
easat-5281	267	29	as	as	ADP
easat-5281	267	30	y8	y8	PROPN
easat-5281	267	31	and	and	CCONJ
easat-5281	267	32	z	z	NOUN
easat-5281	267	33	at	at	ADP
easat-5281	267	34	0.850	0.850	NUM
easat-5281	267	35	suggest	suggest	VERB
easat-5281	267	36	less	less	ADJ
easat-5281	267	37	distinctiveness	distinctiveness	NOUN
easat-5281	267	38	.	.	PUNCT
easat-5281	268	1	while	while	SCONJ
easat-5281	268	2	some	some	DET
easat-5281	268	3	items	item	NOUN
easat-5281	268	4	demonstrate	demonstrate	VERB
easat-5281	268	5	good	good	ADJ
easat-5281	268	6	divergent	divergent	ADJ
easat-5281	268	7	validity	validity	NOUN
easat-5281	268	8	,	,	PUNCT
easat-5281	268	9	several	several	ADJ
easat-5281	268	10	high	high	ADJ
easat-5281	268	11	inter	inter	ADJ
easat-5281	268	12	-	-	ADJ
easat-5281	268	13	construct	construct	ADJ
easat-5281	268	14	correlations	correlation	NOUN
easat-5281	268	15	,	,	PUNCT
easat-5281	268	16	particularly	particularly	ADV
easat-5281	268	17	between	between	ADP
easat-5281	268	18	constructs	construct	NOUN
easat-5281	268	19	like	like	ADP
easat-5281	268	20	xa	xa	PROPN
easat-5281	268	21	,	,	PUNCT
easat-5281	268	22	y	y	PROPN
easat-5281	268	23	,	,	PUNCT
easat-5281	268	24	and	and	CCONJ
easat-5281	268	25	z	z	X
easat-5281	268	26	,	,	PUNCT
easat-5281	268	27	suggest	suggest	VERB
easat-5281	268	28	potential	potential	ADJ
easat-5281	268	29	overlap	overlap	NOUN
easat-5281	268	30	,	,	PUNCT
easat-5281	268	31	requiring	require	VERB
easat-5281	268	32	further	further	ADJ
easat-5281	268	33	refinement	refinement	NOUN
easat-5281	268	34	of	of	ADP
easat-5281	268	35	the	the	DET
easat-5281	268	36	items	item	NOUN
easat-5281	268	37	.	.	PUNCT
easat-5281	269	1	a	a	DET
easat-5281	269	2	confirmatory	confirmatory	NOUN
easat-5281	269	3	factor	factor	NOUN
easat-5281	269	4	analysis	analysis	NOUN
easat-5281	269	5	(	(	PUNCT
easat-5281	269	6	cfa	cfa	NOUN
easat-5281	269	7	)	)	PUNCT
easat-5281	269	8	would	would	AUX
easat-5281	269	9	be	be	AUX
easat-5281	269	10	beneficial	beneficial	ADJ
easat-5281	269	11	for	for	ADP
easat-5281	269	12	identifying	identify	VERB
easat-5281	269	13	problematic	problematic	ADJ
easat-5281	269	14	items	item	NOUN
easat-5281	269	15	that	that	PRON
easat-5281	269	16	may	may	AUX
easat-5281	269	17	need	need	VERB
easat-5281	269	18	revision	revision	NOUN
easat-5281	269	19	to	to	PART
easat-5281	269	20	ensure	ensure	VERB
easat-5281	269	21	the	the	DET
easat-5281	269	22	constructs	construct	NOUN
easat-5281	269	23	are	be	AUX
easat-5281	269	24	indeed	indeed	ADV
easat-5281	269	25	distinct	distinct	ADJ
easat-5281	269	26	.	.	PUNCT
easat-5281	270	1	overall	overall	ADJ
easat-5281	270	2	,	,	PUNCT
easat-5281	270	3	while	while	SCONJ
easat-5281	270	4	many	many	ADJ
easat-5281	270	5	items	item	NOUN
easat-5281	270	6	support	support	VERB
easat-5281	270	7	divergent	divergent	ADJ
easat-5281	270	8	validity	validity	NOUN
easat-5281	270	9	,	,	PUNCT
easat-5281	270	10	certain	certain	ADJ
easat-5281	270	11	high	high	ADJ
easat-5281	270	12	correlations	correlation	NOUN
easat-5281	270	13	indicate	indicate	VERB
easat-5281	270	14	the	the	DET
easat-5281	270	15	need	need	NOUN
easat-5281	270	16	for	for	ADP
easat-5281	270	17	a	a	DET
easat-5281	270	18	deeper	deep	ADJ
easat-5281	270	19	investigation	investigation	NOUN
easat-5281	270	20	to	to	PART
easat-5281	270	21	confirm	confirm	VERB
easat-5281	270	22	the	the	DET
easat-5281	270	23	distinctiveness	distinctiveness	NOUN
easat-5281	270	24	of	of	ADP
easat-5281	270	25	these	these	DET
easat-5281	270	26	constructs	construct	NOUN
easat-5281	270	27	.	.	PUNCT
easat-5281	271	1	a	a	DET
easat-5281	271	2	description	description	NOUN
easat-5281	271	3	of	of	ADP
easat-5281	271	4	reliability	reliability	NOUN
easat-5281	271	5	can	can	AUX
easat-5281	271	6	be	be	AUX
easat-5281	271	7	seen	see	VERB
easat-5281	271	8	in	in	ADP
easat-5281	271	9	table	table	NOUN
easat-5281	271	10	4	4	NUM
easat-5281	271	11	.	.	PUNCT
easat-5281	271	12	table	table	NOUN
easat-5281	271	13	5	5	NUM
easat-5281	271	14	.	.	PUNCT
easat-5281	271	15	reliability	reliability	NOUN
easat-5281	271	16	test	test	NOUN
easat-5281	271	17	result	result	NOUN
easat-5281	271	18	.	.	PUNCT
easat-5281	272	1	construct	construct	VERB
easat-5281	272	2	reliability	reliability	NOUN
easat-5281	272	3	and	and	CCONJ
easat-5281	272	4	validity	validity	NOUN
easat-5281	272	5	-	-	PUNCT
easat-5281	272	6	overview	overview	NOUN
easat-5281	272	7	cronbach	cronbach	NOUN
easat-5281	272	8	's	's	PART
easat-5281	272	9	alpha	alpha	ADJ
easat-5281	272	10	composite	composite	ADJ
easat-5281	272	11	reliability	reliability	NOUN
easat-5281	272	12	(	(	PUNCT
easat-5281	272	13	rho_a	rho_a	NUM
easat-5281	272	14	)	)	PUNCT
easat-5281	272	15	xa	xa	PROPN
easat-5281	272	16	0.947	0.947	NUM
easat-5281	272	17	0.954	0.954	NUM
easat-5281	272	18	xb	xb	PROPN
easat-5281	272	19	0.953	0.953	NUM
easat-5281	272	20	0.958	0.958	NUM
easat-5281	272	21	y	y	PROPN
easat-5281	272	22	0.924	0.924	NUM
easat-5281	272	23	0.940	0.940	NUM
easat-5281	272	24	z	z	NOUN
easat-5281	272	25	0.917	0.917	NUM
easat-5281	272	26	0.933	0.933	NUM
easat-5281	272	27	cronbach	cronbach	NOUN
easat-5281	272	28	's	's	PART
easat-5281	272	29	alpha	alpha	NOUN
easat-5281	272	30	is	be	AUX
easat-5281	272	31	the	the	DET
easat-5281	272	32	most	most	ADV
easat-5281	272	33	commonly	commonly	ADV
easat-5281	272	34	used	use	VERB
easat-5281	272	35	measure	measure	NOUN
easat-5281	272	36	of	of	ADP
easat-5281	272	37	reliability	reliability	NOUN
easat-5281	272	38	to	to	PART
easat-5281	272	39	assess	assess	VERB
easat-5281	272	40	internal	internal	ADJ
easat-5281	272	41	consistency	consistency	NOUN
easat-5281	272	42	between	between	ADP
easat-5281	272	43	items	item	NOUN
easat-5281	272	44	in	in	ADP
easat-5281	272	45	a	a	DET
easat-5281	272	46	scale	scale	NOUN
easat-5281	272	47	,	,	PUNCT
easat-5281	272	48	producing	produce	VERB
easat-5281	272	49	values	value	NOUN
easat-5281	272	50	between	between	ADP
easat-5281	272	51	0	0	NUM
easat-5281	272	52	and	and	CCONJ
easat-5281	272	53	1	1	NUM
easat-5281	272	54	.	.	X
easat-5281	273	1	a	a	DET
easat-5281	273	2	value	value	NOUN
easat-5281	273	3	above	above	ADP
easat-5281	273	4	0.9	0.9	NUM
easat-5281	273	5	,	,	PUNCT
easat-5281	273	6	as	as	SCONJ
easat-5281	273	7	seen	see	VERB
easat-5281	273	8	in	in	ADP
easat-5281	273	9	constructs	construct	NOUN
easat-5281	273	10	xa	xa	PROPN
easat-5281	273	11	(	(	PUNCT
easat-5281	273	12	0.947	0.947	NUM
easat-5281	273	13	)	)	PUNCT
easat-5281	273	14	,	,	PUNCT
easat-5281	273	15	xb	xb	PROPN
easat-5281	273	16	(	(	PUNCT
easat-5281	273	17	0.953	0.953	NUM
easat-5281	273	18	)	)	PUNCT
easat-5281	273	19	,	,	PUNCT
easat-5281	273	20	y	y	PROPN
easat-5281	273	21	(	(	PUNCT
easat-5281	273	22	0.924	0.924	NUM
easat-5281	273	23	)	)	PUNCT
easat-5281	273	24	,	,	PUNCT
easat-5281	273	25	and	and	CCONJ
easat-5281	273	26	z	z	NOUN
easat-5281	273	27	(	(	PUNCT
easat-5281	273	28	0.917	0.917	NUM
easat-5281	273	29	)	)	PUNCT
easat-5281	273	30	,	,	PUNCT
easat-5281	273	31	indicates	indicate	VERB
easat-5281	273	32	a	a	DET
easat-5281	273	33	very	very	ADV
easat-5281	273	34	high	high	ADJ
easat-5281	273	35	reliability	reliability	NOUN
easat-5281	273	36	.	.	PUNCT
easat-5281	274	1	however	however	ADV
easat-5281	274	2	,	,	PUNCT
easat-5281	274	3	overly	overly	ADV
easat-5281	274	4	high	high	ADJ
easat-5281	274	5	values	value	NOUN
easat-5281	274	6	may	may	AUX
easat-5281	274	7	suggest	suggest	VERB
easat-5281	274	8	item	item	NOUN
easat-5281	274	9	redundancy	redundancy	NOUN
easat-5281	274	10	.	.	PUNCT
easat-5281	275	1	composite	composite	ADJ
easat-5281	275	2	reliability	reliability	NOUN
easat-5281	275	3	(	(	PUNCT
easat-5281	275	4	rho_a	rho_a	NUM
easat-5281	275	5	)	)	PUNCT
easat-5281	275	6	,	,	PUNCT
easat-5281	275	7	on	on	ADP
easat-5281	275	8	the	the	DET
easat-5281	275	9	other	other	ADJ
easat-5281	275	10	hand	hand	NOUN
easat-5281	275	11	,	,	PUNCT
easat-5281	275	12	offers	offer	VERB
easat-5281	275	13	a	a	DET
easat-5281	275	14	more	more	ADV
easat-5281	275	15	accurate	accurate	ADJ
easat-5281	275	16	reliability	reliability	NOUN
easat-5281	275	17	measure	measure	NOUN
easat-5281	275	18	as	as	SCONJ
easat-5281	275	19	it	it	PRON
easat-5281	275	20	takes	take	VERB
easat-5281	275	21	into	into	ADP
easat-5281	275	22	account	account	NOUN
easat-5281	275	23	each	each	DET
easat-5281	275	24	item	item	NOUN
easat-5281	275	25	's	's	PART
easat-5281	275	26	weight	weight	NOUN
easat-5281	275	27	,	,	PUNCT
easat-5281	275	28	particularly	particularly	ADV
easat-5281	275	29	in	in	ADP
easat-5281	275	30	models	model	NOUN
easat-5281	275	31	like	like	ADP
easat-5281	275	32	structural	structural	ADJ
easat-5281	275	33	equation	equation	NOUN
easat-5281	275	34	modeling	modeling	NOUN
easat-5281	275	35	(	(	PUNCT
easat-5281	275	36	sem	sem	NOUN
easat-5281	275	37	)	)	PUNCT
easat-5281	275	38	.	.	PUNCT
easat-5281	276	1	the	the	DET
easat-5281	276	2	rho	rho	ADJ
easat-5281	276	3	a	a	DET
easat-5281	276	4	values	value	NOUN
easat-5281	276	5	above	above	ADP
easat-5281	276	6	0.9	0.9	NUM
easat-5281	276	7	for	for	ADP
easat-5281	276	8	all	all	DET
easat-5281	276	9	constructs	construct	NOUN
easat-5281	276	10	—	—	PUNCT
easat-5281	276	11	xa	xa	PROPN
easat-5281	276	12	(	(	PUNCT
easat-5281	276	13	0.954	0.954	NUM
easat-5281	276	14	)	)	PUNCT
easat-5281	276	15	,	,	PUNCT
easat-5281	276	16	xb	xb	PROPN
easat-5281	276	17	(	(	PUNCT
easat-5281	276	18	0.958	0.958	NUM
easat-5281	276	19	)	)	PUNCT
easat-5281	276	20	,	,	PUNCT
easat-5281	276	21	y	y	PROPN
easat-5281	276	22	(	(	PUNCT
easat-5281	276	23	0.940	0.940	NUM
easat-5281	276	24	)	)	PUNCT
easat-5281	276	25	,	,	PUNCT
easat-5281	276	26	and	and	CCONJ
easat-5281	276	27	z	z	NOUN
easat-5281	276	28	(	(	PUNCT
easat-5281	276	29	0.933)—demonstrate	0.933)—demonstrate	VERB
easat-5281	276	30	excellent	excellent	ADJ
easat-5281	276	31	internal	internal	ADJ
easat-5281	276	32	consistency	consistency	NOUN
easat-5281	276	33	,	,	PUNCT
easat-5281	276	34	similarly	similarly	ADV
easat-5281	276	35	high	high	ADJ
easat-5281	276	36	to	to	PART
easat-5281	276	37	cronbach	cronbach	VERB
easat-5281	276	38	's	's	PART
easat-5281	276	39	alpha	alpha	NOUN
easat-5281	276	40	but	but	CCONJ
easat-5281	276	41	slightly	slightly	ADV
easat-5281	276	42	more	more	ADV
easat-5281	276	43	precise	precise	ADJ
easat-5281	276	44	due	due	ADP
easat-5281	276	45	to	to	ADP
easat-5281	276	46	its	its	PRON
easat-5281	276	47	sensitivity	sensitivity	NOUN
easat-5281	276	48	to	to	PART
easat-5281	276	49	item	item	VERB
easat-5281	276	50	weights	weight	NOUN
easat-5281	276	51	.	.	PUNCT
easat-5281	277	1	the	the	DET
easat-5281	277	2	key	key	ADJ
easat-5281	277	3	difference	difference	NOUN
easat-5281	277	4	between	between	ADP
easat-5281	277	5	these	these	DET
easat-5281	277	6	two	two	NUM
easat-5281	277	7	measures	measure	NOUN
easat-5281	277	8	is	be	AUX
easat-5281	277	9	their	their	PRON
easat-5281	277	10	approach	approach	NOUN
easat-5281	277	11	:	:	PUNCT
easat-5281	277	12	cronbach	cronbach	PROPN
easat-5281	277	13	's	's	PART
easat-5281	277	14	alpha	alpha	NOUN
easat-5281	277	15	is	be	AUX
easat-5281	277	16	more	more	ADV
easat-5281	277	17	sensitive	sensitive	ADJ
easat-5281	277	18	to	to	ADP
easat-5281	277	19	the	the	DET
easat-5281	277	20	number	number	NOUN
easat-5281	277	21	of	of	ADP
easat-5281	277	22	672	672	NUM
easat-5281	277	23	edelweiss	edelweiss	PROPN
easat-5281	277	24	applied	apply	VERB
easat-5281	277	25	science	science	NOUN
easat-5281	277	26	and	and	CCONJ
easat-5281	277	27	technology	technology	NOUN
easat-5281	277	28	issn	issn	PROPN
easat-5281	277	29	:	:	PUNCT
easat-5281	277	30	2576	2576	NUM
easat-5281	277	31	-	-	SYM
easat-5281	277	32	8484	8484	NUM
easat-5281	277	33	vol	vol	NOUN
easat-5281	277	34	.	.	PROPN
easat-5281	278	1	9	9	NUM
easat-5281	278	2	,	,	PUNCT
easat-5281	278	3	no	no	INTJ
easat-5281	278	4	.	.	NOUN
easat-5281	279	1	3	3	NUM
easat-5281	279	2	:	:	PUNCT
easat-5281	279	3	660	660	NUM
easat-5281	279	4	-	-	NUM
easat-5281	279	5	679	679	NUM
easat-5281	279	6	,	,	PUNCT
easat-5281	279	7	2025	2025	NUM
easat-5281	279	8	doi	doi	NOUN
easat-5281	279	9	:	:	PUNCT
easat-5281	279	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	279	11	©	©	ADP
easat-5281	279	12	2025	2025	NUM
easat-5281	279	13	by	by	ADP
easat-5281	279	14	the	the	DET
easat-5281	279	15	authors	author	NOUN
easat-5281	279	16	;	;	PUNCT
easat-5281	279	17	licensee	licensee	PROPN
easat-5281	279	18	learning	learn	VERB
easat-5281	279	19	gate	gate	NOUN
easat-5281	279	20	items	item	NOUN
easat-5281	279	21	and	and	CCONJ
easat-5281	279	22	does	do	AUX
easat-5281	279	23	not	not	PART
easat-5281	279	24	consider	consider	VERB
easat-5281	279	25	item	item	NOUN
easat-5281	279	26	weights	weight	NOUN
easat-5281	279	27	,	,	PUNCT
easat-5281	279	28	whereas	whereas	SCONJ
easat-5281	279	29	composite	composite	ADJ
easat-5281	279	30	reliability	reliability	NOUN
easat-5281	279	31	provides	provide	VERB
easat-5281	279	32	a	a	DET
easat-5281	279	33	more	more	ADV
easat-5281	279	34	stable	stable	ADJ
easat-5281	279	35	and	and	CCONJ
easat-5281	279	36	accurate	accurate	ADJ
easat-5281	279	37	estimate	estimate	NOUN
easat-5281	279	38	,	,	PUNCT
easat-5281	279	39	especially	especially	ADV
easat-5281	279	40	in	in	ADP
easat-5281	279	41	sem	sem	NOUN
easat-5281	279	42	models	model	NOUN
easat-5281	279	43	.	.	PUNCT
easat-5281	280	1	this	this	DET
easat-5281	280	2	high	high	ADJ
easat-5281	280	3	reliability	reliability	NOUN
easat-5281	280	4	indicates	indicate	VERB
easat-5281	280	5	that	that	SCONJ
easat-5281	280	6	the	the	DET
easat-5281	280	7	instrument	instrument	NOUN
easat-5281	280	8	used	use	VERB
easat-5281	280	9	in	in	ADP
easat-5281	280	10	the	the	DET
easat-5281	280	11	study	study	NOUN
easat-5281	280	12	is	be	AUX
easat-5281	280	13	highly	highly	ADV
easat-5281	280	14	dependable	dependable	ADJ
easat-5281	280	15	and	and	CCONJ
easat-5281	280	16	likely	likely	ADJ
easat-5281	280	17	to	to	PART
easat-5281	280	18	yield	yield	VERB
easat-5281	280	19	consistent	consistent	ADJ
easat-5281	280	20	results	result	NOUN
easat-5281	280	21	across	across	ADP
easat-5281	280	22	repeated	repeat	VERB
easat-5281	280	23	measurements	measurement	NOUN
easat-5281	280	24	.	.	PUNCT
easat-5281	281	1	however	however	ADV
easat-5281	281	2	,	,	PUNCT
easat-5281	281	3	it	it	PRON
easat-5281	281	4	's	be	AUX
easat-5281	281	5	important	important	ADJ
easat-5281	281	6	to	to	PART
easat-5281	281	7	note	note	VERB
easat-5281	281	8	that	that	PRON
easat-5281	281	9	high	high	ADJ
easat-5281	281	10	reliability	reliability	NOUN
easat-5281	281	11	alone	alone	ADV
easat-5281	281	12	is	be	AUX
easat-5281	281	13	insufficient	insufficient	ADJ
easat-5281	281	14	to	to	PART
easat-5281	281	15	guarantee	guarantee	VERB
easat-5281	281	16	instrument	instrument	NOUN
easat-5281	281	17	quality	quality	NOUN
easat-5281	281	18	;	;	PUNCT
easat-5281	281	19	the	the	DET
easat-5281	281	20	instrument	instrument	NOUN
easat-5281	281	21	must	must	AUX
easat-5281	281	22	also	also	ADV
easat-5281	281	23	have	have	VERB
easat-5281	281	24	good	good	ADJ
easat-5281	281	25	validity	validity	NOUN
easat-5281	281	26	to	to	PART
easat-5281	281	27	ensure	ensure	VERB
easat-5281	281	28	that	that	SCONJ
easat-5281	281	29	the	the	DET
easat-5281	281	30	items	item	NOUN
easat-5281	281	31	are	be	AUX
easat-5281	281	32	genuinely	genuinely	ADV
easat-5281	281	33	measuring	measure	VERB
easat-5281	281	34	the	the	DET
easat-5281	281	35	intended	intend	VERB
easat-5281	281	36	constructs	construct	NOUN
easat-5281	281	37	.	.	PUNCT
easat-5281	282	1	the	the	DET
easat-5281	282	2	normality	normality	NOUN
easat-5281	282	3	test	test	NOUN
easat-5281	282	4	determines	determine	VERB
easat-5281	282	5	the	the	DET
easat-5281	282	6	final	final	ADJ
easat-5281	282	7	values	value	NOUN
easat-5281	282	8	of	of	ADP
easat-5281	282	9	the	the	DET
easat-5281	282	10	variable	variable	NOUN
easat-5281	282	11	of	of	ADP
easat-5281	282	12	interest	interest	NOUN
easat-5281	282	13	in	in	ADP
easat-5281	282	14	the	the	DET
easat-5281	282	15	data	datum	NOUN
easat-5281	282	16	under	under	ADP
easat-5281	282	17	consideration	consideration	NOUN
easat-5281	282	18	[	[	X
easat-5281	282	19	39	39	NUM
easat-5281	282	20	]	]	PUNCT
easat-5281	282	21	.	.	PUNCT
easat-5281	283	1	this	this	PRON
easat-5281	283	2	is	be	AUX
easat-5281	283	3	done	do	VERB
easat-5281	283	4	to	to	PART
easat-5281	283	5	show	show	VERB
easat-5281	283	6	the	the	DET
easat-5281	283	7	minimal	minimal	ADJ
easat-5281	283	8	possible	possible	ADJ
easat-5281	283	9	bias	bias	NOUN
easat-5281	283	10	of	of	ADP
easat-5281	283	11	the	the	DET
easat-5281	283	12	distributed	distribute	VERB
easat-5281	283	13	data	datum	NOUN
easat-5281	283	14	[	[	X
easat-5281	283	15	39	39	NUM
easat-5281	283	16	]	]	PUNCT
easat-5281	283	17	.	.	PUNCT
easat-5281	284	1	the	the	DET
easat-5281	284	2	value	value	NOUN
easat-5281	284	3	of	of	ADP
easat-5281	284	4	the	the	DET
easat-5281	284	5	k	k	PROPN
easat-5281	284	6	-	-	PUNCT
easat-5281	284	7	s	s	PART
easat-5281	284	8	test	test	NOUN
easat-5281	284	9	statistic	statistic	NOUN
easat-5281	284	10	is	be	AUX
easat-5281	284	11	0.062	0.062	NUM
easat-5281	284	12	,	,	PUNCT
easat-5281	284	13	which	which	PRON
easat-5281	284	14	is	be	AUX
easat-5281	284	15	used	use	VERB
easat-5281	284	16	to	to	PART
easat-5281	284	17	determine	determine	VERB
easat-5281	284	18	the	the	DET
easat-5281	284	19	significance	significance	NOUN
easat-5281	284	20	of	of	ADP
easat-5281	284	21	the	the	DET
easat-5281	284	22	test	test	NOUN
easat-5281	284	23	results	result	NOUN
easat-5281	284	24	.	.	PUNCT
easat-5281	285	1	an	an	DET
easat-5281	285	2	asymptotic	asymptotic	ADJ
easat-5281	285	3	(	(	PUNCT
easat-5281	285	4	2	2	NUM
easat-5281	285	5	-	-	PUNCT
easat-5281	285	6	tailed	tailed	ADJ
easat-5281	285	7	)	)	PUNCT
easat-5281	285	8	significance	significance	NOUN
easat-5281	285	9	value	value	NOUN
easat-5281	285	10	of	of	ADP
easat-5281	285	11	0.200	0.200	NUM
easat-5281	285	12	indicates	indicate	VERB
easat-5281	285	13	that	that	SCONJ
easat-5281	285	14	there	there	PRON
easat-5281	285	15	is	be	VERB
easat-5281	285	16	insufficient	insufficient	ADJ
easat-5281	285	17	evidence	evidence	NOUN
easat-5281	285	18	to	to	PART
easat-5281	285	19	reject	reject	VERB
easat-5281	285	20	the	the	DET
easat-5281	285	21	null	null	ADJ
easat-5281	285	22	hypothesis	hypothesis	NOUN
easat-5281	285	23	that	that	PRON
easat-5281	285	24	the	the	DET
easat-5281	285	25	residual	residual	ADJ
easat-5281	285	26	data	datum	NOUN
easat-5281	285	27	comes	come	VERB
easat-5281	285	28	from	from	ADP
easat-5281	285	29	a	a	DET
easat-5281	285	30	normal	normal	ADJ
easat-5281	285	31	distribution	distribution	NOUN
easat-5281	285	32	.	.	PUNCT
easat-5281	286	1	this	this	DET
easat-5281	286	2	value	value	NOUN
easat-5281	286	3	is	be	AUX
easat-5281	286	4	greater	great	ADJ
easat-5281	286	5	than	than	ADP
easat-5281	286	6	0.05	0.05	NUM
easat-5281	286	7	,	,	PUNCT
easat-5281	286	8	indicating	indicate	VERB
easat-5281	286	9	that	that	SCONJ
easat-5281	286	10	the	the	DET
easat-5281	286	11	residual	residual	ADJ
easat-5281	286	12	data	datum	NOUN
easat-5281	286	13	is	be	AUX
easat-5281	286	14	normally	normally	ADV
easat-5281	286	15	distributed	distribute	VERB
easat-5281	286	16	.	.	PUNCT
easat-5281	287	1	a	a	DET
easat-5281	287	2	description	description	NOUN
easat-5281	287	3	of	of	ADP
easat-5281	287	4	the	the	DET
easat-5281	287	5	normality	normality	NOUN
easat-5281	287	6	test	test	NOUN
easat-5281	287	7	can	can	AUX
easat-5281	287	8	be	be	AUX
easat-5281	287	9	seen	see	VERB
easat-5281	287	10	in	in	ADP
easat-5281	287	11	table	table	NOUN
easat-5281	287	12	5	5	NUM
easat-5281	287	13	.	.	PUNCT
easat-5281	287	14	table	table	NOUN
easat-5281	287	15	6	6	NUM
easat-5281	287	16	.	.	PUNCT
easat-5281	287	17	f	f	PROPN
easat-5281	287	18	test	test	NOUN
easat-5281	287	19	result	result	NOUN
easat-5281	287	20	.	.	PUNCT
easat-5281	288	1	xa	xa	PROPN
easat-5281	288	2	xb	xb	PROPN
easat-5281	288	3	y	y	PROPN
easat-5281	288	4	z	z	PROPN
easat-5281	288	5	xa	xa	PROPN
easat-5281	288	6	0.154	0.154	NUM
easat-5281	288	7	xb	xb	PROPN
easat-5281	288	8	1.812	1.812	NUM
easat-5281	288	9	y	y	PROPN
easat-5281	288	10	2.480	2.480	NUM
easat-5281	288	11	z	z	NOUN
easat-5281	288	12	it	it	PRON
easat-5281	288	13	allows	allow	VERB
easat-5281	288	14	us	we	PRON
easat-5281	288	15	to	to	PART
easat-5281	288	16	determine	determine	VERB
easat-5281	288	17	the	the	DET
easat-5281	288	18	relative	relative	ADJ
easat-5281	288	19	importance	importance	NOUN
easat-5281	288	20	of	of	ADP
easat-5281	288	21	predictors	predictor	NOUN
easat-5281	288	22	in	in	ADP
easat-5281	288	23	our	our	PRON
easat-5281	288	24	model	model	NOUN
easat-5281	288	25	,	,	PUNCT
easat-5281	288	26	based	base	VERB
easat-5281	288	27	on	on	ADP
easat-5281	288	28	their	their	PRON
easat-5281	288	29	contribution	contribution	NOUN
easat-5281	288	30	to	to	ADP
easat-5281	288	31	the	the	DET
easat-5281	288	32	variance	variance	NOUN
easat-5281	288	33	in	in	ADP
easat-5281	288	34	the	the	DET
easat-5281	288	35	outcome	outcome	NOUN
easat-5281	288	36	variable	variable	NOUN
easat-5281	288	37	.	.	PUNCT
easat-5281	289	1	the	the	DET
easat-5281	289	2	f²	f²	PROPN
easat-5281	289	3	value	value	NOUN
easat-5281	289	4	is	be	AUX
easat-5281	289	5	used	use	VERB
easat-5281	289	6	alongside	alongside	ADP
easat-5281	289	7	other	other	ADJ
easat-5281	289	8	key	key	ADJ
easat-5281	289	9	metrics	metric	NOUN
easat-5281	289	10	like	like	ADP
easat-5281	289	11	path	path	NOUN
easat-5281	289	12	coefficients	coefficient	NOUN
easat-5281	289	13	and	and	CCONJ
easat-5281	289	14	r²	r²	VERB
easat-5281	289	15	values	value	NOUN
easat-5281	289	16	to	to	PART
easat-5281	289	17	provide	provide	VERB
easat-5281	289	18	a	a	DET
easat-5281	289	19	complete	complete	ADJ
easat-5281	289	20	understanding	understanding	NOUN
easat-5281	289	21	of	of	ADP
easat-5281	289	22	how	how	SCONJ
easat-5281	289	23	different	different	ADJ
easat-5281	289	24	factors	factor	NOUN
easat-5281	289	25	influence	influence	VERB
easat-5281	289	26	the	the	DET
easat-5281	289	27	dependent	dependent	ADJ
easat-5281	289	28	variable	variable	NOUN
easat-5281	289	29	.	.	PUNCT
easat-5281	290	1	for	for	ADP
easat-5281	290	2	each	each	DET
easat-5281	290	3	predictor	predictor	NOUN
easat-5281	290	4	,	,	PUNCT
easat-5281	290	5	the	the	DET
easat-5281	290	6	interpretation	interpretation	NOUN
easat-5281	290	7	of	of	ADP
easat-5281	290	8	the	the	DET
easat-5281	290	9	f²	f²	NOUN
easat-5281	290	10	value	value	NOUN
easat-5281	290	11	is	be	AUX
easat-5281	290	12	categorized	categorize	VERB
easat-5281	290	13	into	into	ADP
easat-5281	290	14	three	three	NUM
easat-5281	290	15	ranges	range	NOUN
easat-5281	290	16	:	:	PUNCT
easat-5281	290	17	small	small	ADJ
easat-5281	290	18	,	,	PUNCT
easat-5281	290	19	medium	medium	ADJ
easat-5281	290	20	,	,	PUNCT
easat-5281	290	21	and	and	CCONJ
easat-5281	290	22	large	large	ADJ
easat-5281	290	23	.	.	PUNCT
easat-5281	291	1	specifically	specifically	ADV
easat-5281	291	2	,	,	PUNCT
easat-5281	291	3	values	value	NOUN
easat-5281	291	4	below	below	ADP
easat-5281	291	5	0.02	0.02	NUM
easat-5281	291	6	indicate	indicate	VERB
easat-5281	291	7	a	a	DET
easat-5281	291	8	very	very	ADV
easat-5281	291	9	small	small	ADJ
easat-5281	291	10	effect	effect	NOUN
easat-5281	291	11	,	,	PUNCT
easat-5281	291	12	suggesting	suggest	VERB
easat-5281	291	13	the	the	DET
easat-5281	291	14	predictor	predictor	NOUN
easat-5281	291	15	's	's	PART
easat-5281	291	16	contribution	contribution	NOUN
easat-5281	291	17	to	to	ADP
easat-5281	291	18	the	the	DET
easat-5281	291	19	outcome	outcome	NOUN
easat-5281	291	20	is	be	AUX
easat-5281	291	21	negligible	negligible	ADJ
easat-5281	291	22	.	.	PUNCT
easat-5281	292	1	values	value	NOUN
easat-5281	292	2	between	between	ADP
easat-5281	292	3	0.02	0.02	NUM
easat-5281	292	4	and	and	CCONJ
easat-5281	292	5	0.15	0.15	NUM
easat-5281	292	6	indicate	indicate	VERB
easat-5281	292	7	a	a	DET
easat-5281	292	8	medium	medium	ADJ
easat-5281	292	9	effect	effect	NOUN
easat-5281	292	10	size	size	NOUN
easat-5281	292	11	,	,	PUNCT
easat-5281	292	12	implying	imply	VERB
easat-5281	292	13	that	that	SCONJ
easat-5281	292	14	the	the	DET
easat-5281	292	15	predictor	predictor	NOUN
easat-5281	292	16	plays	play	VERB
easat-5281	292	17	a	a	DET
easat-5281	292	18	modest	modest	ADJ
easat-5281	292	19	yet	yet	CCONJ
easat-5281	292	20	notable	notable	ADJ
easat-5281	292	21	role	role	NOUN
easat-5281	292	22	in	in	ADP
easat-5281	292	23	explaining	explain	VERB
easat-5281	292	24	the	the	DET
easat-5281	292	25	outcome	outcome	NOUN
easat-5281	292	26	.	.	PUNCT
easat-5281	293	1	finally	finally	ADV
easat-5281	293	2	,	,	PUNCT
easat-5281	293	3	values	value	NOUN
easat-5281	293	4	above	above	ADP
easat-5281	293	5	0.15	0.15	NUM
easat-5281	293	6	represent	represent	VERB
easat-5281	293	7	a	a	DET
easat-5281	293	8	large	large	ADJ
easat-5281	293	9	effect	effect	NOUN
easat-5281	293	10	,	,	PUNCT
easat-5281	293	11	where	where	SCONJ
easat-5281	293	12	the	the	DET
easat-5281	293	13	predictor	predictor	NOUN
easat-5281	293	14	significantly	significantly	ADV
easat-5281	293	15	influences	influence	VERB
easat-5281	293	16	the	the	DET
easat-5281	293	17	dependent	dependent	ADJ
easat-5281	293	18	variable	variable	NOUN
easat-5281	293	19	.	.	PUNCT
easat-5281	294	1	in	in	ADP
easat-5281	294	2	the	the	DET
easat-5281	294	3	context	context	NOUN
easat-5281	294	4	of	of	ADP
easat-5281	294	5	our	our	PRON
easat-5281	294	6	research	research	NOUN
easat-5281	294	7	:	:	PUNCT
easat-5281	294	8	•	•	NUM
easat-5281	294	9	xa	xa	PROPN
easat-5281	294	10	(	(	PUNCT
easat-5281	294	11	f²	f²	PROPN
easat-5281	294	12	=	=	NOUN
easat-5281	294	13	0.154	0.154	NUM
easat-5281	294	14	to	to	ADP
easat-5281	294	15	y	y	PROPN
easat-5281	294	16	):	):	PUNCT
easat-5281	294	17	this	this	PRON
easat-5281	294	18	represents	represent	VERB
easat-5281	294	19	a	a	DET
easat-5281	294	20	small	small	ADJ
easat-5281	294	21	effect	effect	NOUN
easat-5281	294	22	size	size	NOUN
easat-5281	294	23	,	,	PUNCT
easat-5281	294	24	implying	imply	VERB
easat-5281	294	25	that	that	SCONJ
easat-5281	294	26	xa	xa	PROPN
easat-5281	294	27	’s	’s	PART
easat-5281	294	28	contribution	contribution	NOUN
easat-5281	294	29	to	to	ADP
easat-5281	294	30	the	the	DET
easat-5281	294	31	dependent	dependent	ADJ
easat-5281	294	32	variable	variable	NOUN
easat-5281	294	33	y	y	PROPN
easat-5281	294	34	is	be	AUX
easat-5281	294	35	minimal	minimal	ADJ
easat-5281	294	36	.	.	PUNCT
easat-5281	295	1	though	though	SCONJ
easat-5281	295	2	it	it	PRON
easat-5281	295	3	plays	play	VERB
easat-5281	295	4	a	a	DET
easat-5281	295	5	role	role	NOUN
easat-5281	295	6	,	,	PUNCT
easat-5281	295	7	xa	xa	PROPN
easat-5281	295	8	is	be	AUX
easat-5281	295	9	not	not	PART
easat-5281	295	10	a	a	DET
easat-5281	295	11	dominant	dominant	ADJ
easat-5281	295	12	factor	factor	NOUN
easat-5281	295	13	in	in	ADP
easat-5281	295	14	predicting	predict	VERB
easat-5281	295	15	y.	y.	PROPN
easat-5281	295	16	however	however	ADV
easat-5281	295	17	,	,	PUNCT
easat-5281	295	18	its	its	PRON
easat-5281	295	19	effect	effect	NOUN
easat-5281	295	20	is	be	AUX
easat-5281	295	21	still	still	ADV
easat-5281	295	22	notable	notable	ADJ
easat-5281	295	23	enough	enough	ADV
easat-5281	295	24	to	to	PART
easat-5281	295	25	be	be	AUX
easat-5281	295	26	considered	consider	VERB
easat-5281	295	27	as	as	ADP
easat-5281	295	28	contributing	contribute	VERB
easat-5281	295	29	to	to	ADP
easat-5281	295	30	the	the	DET
easat-5281	295	31	model	model	NOUN
easat-5281	295	32	,	,	PUNCT
easat-5281	295	33	falling	fall	VERB
easat-5281	295	34	within	within	ADP
easat-5281	295	35	the	the	DET
easat-5281	295	36	medium	medium	ADJ
easat-5281	295	37	effect	effect	NOUN
easat-5281	295	38	range	range	NOUN
easat-5281	295	39	.	.	PUNCT
easat-5281	296	1	•	•	NUM
easat-5281	296	2	xb	xb	PROPN
easat-5281	296	3	(	(	PUNCT
easat-5281	296	4	f²	f²	NOUN
easat-5281	296	5	=	=	NOUN
easat-5281	296	6	1.812	1.812	NUM
easat-5281	296	7	to	to	ADP
easat-5281	296	8	y	y	PROPN
easat-5281	296	9	):	):	PUNCT
easat-5281	296	10	xb	xb	PROPN
easat-5281	296	11	exhibits	exhibit	VERB
easat-5281	296	12	a	a	DET
easat-5281	296	13	large	large	ADJ
easat-5281	296	14	effect	effect	NOUN
easat-5281	296	15	size	size	NOUN
easat-5281	296	16	,	,	PUNCT
easat-5281	296	17	indicating	indicate	VERB
easat-5281	296	18	it	it	PRON
easat-5281	296	19	has	have	VERB
easat-5281	296	20	a	a	DET
easat-5281	296	21	strong	strong	ADJ
easat-5281	296	22	and	and	CCONJ
easat-5281	296	23	significant	significant	ADJ
easat-5281	296	24	influence	influence	NOUN
easat-5281	296	25	on	on	ADP
easat-5281	296	26	y.	y.	PROPN
easat-5281	296	27	this	this	PRON
easat-5281	296	28	suggests	suggest	VERB
easat-5281	296	29	xb	xb	PROPN
easat-5281	296	30	is	be	AUX
easat-5281	296	31	a	a	DET
easat-5281	296	32	key	key	ADJ
easat-5281	296	33	predictor	predictor	NOUN
easat-5281	296	34	,	,	PUNCT
easat-5281	296	35	and	and	CCONJ
easat-5281	296	36	its	its	PRON
easat-5281	296	37	contribution	contribution	NOUN
easat-5281	296	38	to	to	ADP
easat-5281	296	39	explaining	explain	VERB
easat-5281	296	40	y	y	PROPN
easat-5281	296	41	is	be	AUX
easat-5281	296	42	much	much	ADV
easat-5281	296	43	more	more	ADV
easat-5281	296	44	substantial	substantial	ADJ
easat-5281	296	45	compared	compare	VERB
easat-5281	296	46	to	to	ADP
easat-5281	296	47	xa	xa	PROPN
easat-5281	296	48	.	.	PUNCT
easat-5281	297	1	the	the	DET
easat-5281	297	2	high	high	ADJ
easat-5281	297	3	f²	f²	PROPN
easat-5281	297	4	value	value	NOUN
easat-5281	297	5	for	for	ADP
easat-5281	297	6	xb	xb	PROPN
easat-5281	297	7	aligns	align	VERB
easat-5281	297	8	with	with	ADP
easat-5281	297	9	the	the	DET
easat-5281	297	10	high	high	ADJ
easat-5281	297	11	path	path	NOUN
easat-5281	297	12	coefficient	coefficient	NOUN
easat-5281	297	13	,	,	PUNCT
easat-5281	297	14	emphasizing	emphasize	VERB
easat-5281	297	15	its	its	PRON
easat-5281	297	16	dominant	dominant	ADJ
easat-5281	297	17	role	role	NOUN
easat-5281	297	18	in	in	ADP
easat-5281	297	19	the	the	DET
easat-5281	297	20	model	model	NOUN
easat-5281	297	21	.	.	PUNCT
easat-5281	298	1	•	•	NUM
easat-5281	298	2	y	y	PROPN
easat-5281	298	3	(	(	PUNCT
easat-5281	298	4	f²	f²	NOUN
easat-5281	298	5	=	=	NOUN
easat-5281	298	6	2.480	2.480	NUM
easat-5281	298	7	to	to	ADP
easat-5281	298	8	z	z	PROPN
easat-5281	298	9	):	):	PUNCT
easat-5281	298	10	this	this	PRON
easat-5281	298	11	represents	represent	VERB
easat-5281	298	12	an	an	DET
easat-5281	298	13	extremely	extremely	ADV
easat-5281	298	14	large	large	ADJ
easat-5281	298	15	effect	effect	NOUN
easat-5281	298	16	size	size	NOUN
easat-5281	298	17	,	,	PUNCT
easat-5281	298	18	which	which	PRON
easat-5281	298	19	indicates	indicate	VERB
easat-5281	298	20	y	y	PROPN
easat-5281	298	21	is	be	AUX
easat-5281	298	22	a	a	DET
easat-5281	298	23	dominant	dominant	ADJ
easat-5281	298	24	predictor	predictor	NOUN
easat-5281	298	25	of	of	ADP
easat-5281	298	26	z.	z.	PROPN
easat-5281	298	27	the	the	DET
easat-5281	298	28	high	high	ADJ
easat-5281	298	29	f²	f²	NOUN
easat-5281	298	30	value	value	NOUN
easat-5281	298	31	suggests	suggest	VERB
easat-5281	298	32	that	that	SCONJ
easat-5281	298	33	y	y	PROPN
easat-5281	298	34	explains	explain	VERB
easat-5281	298	35	most	most	ADJ
easat-5281	298	36	of	of	ADP
easat-5281	298	37	the	the	DET
easat-5281	298	38	variability	variability	NOUN
easat-5281	298	39	in	in	ADP
easat-5281	298	40	z.	z.	PROPN
easat-5281	298	41	this	this	PRON
easat-5281	298	42	is	be	AUX
easat-5281	298	43	supported	support	VERB
easat-5281	298	44	by	by	ADP
easat-5281	298	45	the	the	DET
easat-5281	298	46	high	high	ADJ
easat-5281	298	47	r²	r²	NOUN
easat-5281	298	48	value	value	NOUN
easat-5281	298	49	for	for	ADP
easat-5281	298	50	z	z	PROPN
easat-5281	298	51	,	,	PUNCT
easat-5281	298	52	showing	show	VERB
easat-5281	298	53	that	that	SCONJ
easat-5281	298	54	the	the	DET
easat-5281	298	55	majority	majority	NOUN
easat-5281	298	56	of	of	ADP
easat-5281	298	57	z	z	PROPN
easat-5281	298	58	’s	’s	PART
easat-5281	298	59	variance	variance	NOUN
easat-5281	298	60	is	be	AUX
easat-5281	298	61	accounted	account	VERB
easat-5281	298	62	for	for	ADP
easat-5281	298	63	by	by	ADP
easat-5281	298	64	y.	y.	PROPN
easat-5281	298	65	in	in	ADP
easat-5281	298	66	summary	summary	NOUN
easat-5281	298	67	,	,	PUNCT
easat-5281	298	68	analyzing	analyze	VERB
easat-5281	298	69	the	the	DET
easat-5281	298	70	f	f	PROPN
easat-5281	298	71	-	-	PUNCT
easat-5281	298	72	square	square	ADJ
easat-5281	298	73	effect	effect	NOUN
easat-5281	298	74	size	size	NOUN
easat-5281	298	75	gives	give	VERB
easat-5281	298	76	us	we	PRON
easat-5281	298	77	a	a	DET
easat-5281	298	78	detailed	detailed	ADJ
easat-5281	298	79	understanding	understanding	NOUN
easat-5281	298	80	of	of	ADP
easat-5281	298	81	how	how	SCONJ
easat-5281	298	82	each	each	DET
easat-5281	298	83	independent	independent	ADJ
easat-5281	298	84	variable	variable	NOUN
easat-5281	298	85	influences	influence	VERB
easat-5281	298	86	the	the	DET
easat-5281	298	87	dependent	dependent	ADJ
easat-5281	298	88	variable	variable	NOUN
easat-5281	298	89	.	.	PUNCT
easat-5281	299	1	variables	variable	NOUN
easat-5281	299	2	like	like	ADP
easat-5281	299	3	xb	xb	PROPN
easat-5281	299	4	and	and	CCONJ
easat-5281	299	5	y	y	PROPN
easat-5281	299	6	show	show	VERB
easat-5281	299	7	significant	significant	ADJ
easat-5281	299	8	contributions	contribution	NOUN
easat-5281	299	9	to	to	ADP
easat-5281	299	10	their	their	PRON
easat-5281	299	11	respective	respective	ADJ
easat-5281	299	12	outcomes	outcome	NOUN
easat-5281	299	13	,	,	PUNCT
easat-5281	299	14	whereas	whereas	SCONJ
easat-5281	299	15	xa	xa	PROPN
easat-5281	299	16	demonstrate	demonstrate	VERB
easat-5281	299	17	smaller	small	ADJ
easat-5281	299	18	but	but	CCONJ
easat-5281	299	19	still	still	ADV
easat-5281	299	20	meaningful	meaningful	ADJ
easat-5281	299	21	effects	effect	NOUN
easat-5281	299	22	.	.	PUNCT
easat-5281	300	1	through	through	ADP
easat-5281	300	2	this	this	DET
easat-5281	300	3	analysis	analysis	NOUN
easat-5281	300	4	,	,	PUNCT
easat-5281	300	5	we	we	PRON
easat-5281	300	6	can	can	AUX
easat-5281	300	7	better	well	ADV
easat-5281	300	8	assess	assess	VERB
easat-5281	300	9	the	the	DET
easat-5281	300	10	significance	significance	NOUN
easat-5281	300	11	and	and	CCONJ
easat-5281	300	12	relative	relative	ADJ
easat-5281	300	13	strength	strength	NOUN
easat-5281	300	14	of	of	ADP
easat-5281	300	15	each	each	DET
easat-5281	300	16	predictor	predictor	NOUN
easat-5281	300	17	in	in	ADP
easat-5281	300	18	shaping	shape	VERB
easat-5281	300	19	the	the	DET
easat-5281	300	20	dependent	dependent	ADJ
easat-5281	300	21	variables	variable	NOUN
easat-5281	300	22	in	in	ADP
easat-5281	300	23	model	model	NOUN
easat-5281	300	24	.	.	PUNCT
easat-5281	301	1	673	673	NUM
easat-5281	301	2	edelweiss	edelweiss	PROPN
easat-5281	301	3	applied	apply	VERB
easat-5281	301	4	science	science	NOUN
easat-5281	301	5	and	and	CCONJ
easat-5281	301	6	technology	technology	NOUN
easat-5281	301	7	issn	issn	PROPN
easat-5281	301	8	:	:	PUNCT
easat-5281	301	9	2576	2576	NUM
easat-5281	301	10	-	-	SYM
easat-5281	301	11	8484	8484	NUM
easat-5281	301	12	vol	vol	NOUN
easat-5281	301	13	.	.	PROPN
easat-5281	302	1	9	9	NUM
easat-5281	302	2	,	,	PUNCT
easat-5281	302	3	no	no	INTJ
easat-5281	302	4	.	.	NOUN
easat-5281	303	1	3	3	NUM
easat-5281	303	2	:	:	PUNCT
easat-5281	303	3	660	660	NUM
easat-5281	303	4	-	-	NUM
easat-5281	303	5	679	679	NUM
easat-5281	303	6	,	,	PUNCT
easat-5281	303	7	2025	2025	NUM
easat-5281	303	8	doi	doi	NOUN
easat-5281	303	9	:	:	PUNCT
easat-5281	303	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	303	11	©	©	ADP
easat-5281	303	12	2025	2025	NUM
easat-5281	303	13	by	by	ADP
easat-5281	303	14	the	the	DET
easat-5281	303	15	authors	author	NOUN
easat-5281	303	16	;	;	PUNCT
easat-5281	303	17	licensee	licensee	PROPN
easat-5281	303	18	learning	learn	VERB
easat-5281	303	19	gate	gate	NOUN
easat-5281	303	20	table	table	NOUN
easat-5281	303	21	7	7	NUM
easat-5281	303	22	.	.	PUNCT
easat-5281	304	1	coefficient	coefficient	NOUN
easat-5281	304	2	path	path	NOUN
easat-5281	304	3	result	result	PROPN
easat-5281	304	4	.	.	PUNCT
easat-5281	305	1	path	path	NOUN
easat-5281	305	2	coefficients	coefficient	NOUN
easat-5281	305	3	mean	mean	VERB
easat-5281	305	4	,	,	PUNCT
easat-5281	305	5	stdev	stdev	PROPN
easat-5281	305	6	,	,	PUNCT
easat-5281	305	7	t	t	PROPN
easat-5281	305	8	values	value	NOUN
easat-5281	305	9	,	,	PUNCT
easat-5281	305	10	p	p	NOUN
easat-5281	305	11	values	value	VERB
easat-5281	305	12	original	original	ADJ
easat-5281	305	13	sample	sample	NOUN
easat-5281	305	14	(	(	PUNCT
easat-5281	305	15	o	o	NOUN
easat-5281	305	16	)	)	PUNCT
easat-5281	305	17	sample	sample	NOUN
easat-5281	305	18	mean	mean	NOUN
easat-5281	305	19	(	(	PUNCT
easat-5281	305	20	m	m	NOUN
easat-5281	305	21	)	)	PUNCT
easat-5281	305	22	standard	standard	ADJ
easat-5281	305	23	deviation	deviation	NOUN
easat-5281	305	24	(	(	PUNCT
easat-5281	305	25	stdev	stdev	NOUN
easat-5281	305	26	)	)	PUNCT
easat-5281	305	27	t	t	PROPN
easat-5281	305	28	statistics	statistic	NOUN
easat-5281	305	29	(	(	PUNCT
easat-5281	305	30	io	io	NOUN
easat-5281	305	31	/	/	SYM
easat-5281	305	32	stdevi	stdevi	ADJ
easat-5281	305	33	)	)	PUNCT
easat-5281	305	34	p	p	NOUN
easat-5281	305	35	values	value	NOUN
easat-5281	305	36	xa-	xa-	X
easat-5281	305	37	>	>	X
easat-5281	305	38	y	y	PROPN
easat-5281	305	39	0.135	0.135	NUM
easat-5281	305	40	0.132	0.132	NUM
easat-5281	305	41	0.080	0.080	NUM
easat-5281	305	42	1.693	1.693	NUM
easat-5281	305	43	0.091	0.091	NUM
easat-5281	305	44	xb-	xb-	PROPN
easat-5281	305	45	>	>	X
easat-5281	305	46	y	y	PROPN
easat-5281	305	47	0.556	0.556	NUM
easat-5281	305	48	0.552	0.552	NUM
easat-5281	305	49	0.093	0.093	NUM
easat-5281	305	50	5976	5976	NUM
easat-5281	305	51	0.000	0.000	NUM
easat-5281	306	1	y-	y-	X
easat-5281	306	2	>	>	X
easat-5281	306	3	z	z	PROPN
easat-5281	306	4	0.845	0.845	NUM
easat-5281	307	1	0.650	0.650	NUM
easat-5281	307	2	0.029	0.029	NUM
easat-5281	307	3	28.769	28.769	NUM
easat-5281	307	4	0.000	0.000	NUM
easat-5281	307	5	path	path	NOUN
easat-5281	307	6	coefficients	coefficient	NOUN
easat-5281	307	7	measure	measure	VERB
easat-5281	307	8	the	the	DET
easat-5281	307	9	strength	strength	NOUN
easat-5281	307	10	of	of	ADP
easat-5281	307	11	the	the	DET
easat-5281	307	12	direct	direct	ADJ
easat-5281	307	13	relationship	relationship	NOUN
easat-5281	307	14	between	between	ADP
easat-5281	307	15	variables	variable	NOUN
easat-5281	307	16	in	in	ADP
easat-5281	307	17	a	a	DET
easat-5281	307	18	structural	structural	ADJ
easat-5281	307	19	model	model	NOUN
easat-5281	307	20	.	.	PUNCT
easat-5281	308	1	these	these	DET
easat-5281	308	2	values	value	NOUN
easat-5281	308	3	range	range	VERB
easat-5281	308	4	from	from	ADP
easat-5281	308	5	-1	-1	INTJ
easat-5281	308	6	to	to	ADP
easat-5281	308	7	1	1	NUM
easat-5281	308	8	,	,	PUNCT
easat-5281	308	9	where	where	SCONJ
easat-5281	308	10	values	value	NOUN
easat-5281	308	11	close	close	VERB
easat-5281	308	12	to	to	ADP
easat-5281	308	13	1	1	NUM
easat-5281	308	14	or	or	CCONJ
easat-5281	308	15	-1	-1	VERB
easat-5281	308	16	indicate	indicate	VERB
easat-5281	308	17	a	a	DET
easat-5281	308	18	very	very	ADV
easat-5281	308	19	strong	strong	ADJ
easat-5281	308	20	relationship	relationship	NOUN
easat-5281	308	21	,	,	PUNCT
easat-5281	308	22	and	and	CCONJ
easat-5281	308	23	values	value	NOUN
easat-5281	308	24	close	close	ADJ
easat-5281	308	25	to	to	ADP
easat-5281	308	26	0	0	NUM
easat-5281	308	27	indicate	indicate	VERB
easat-5281	308	28	a	a	DET
easat-5281	308	29	weak	weak	ADJ
easat-5281	308	30	or	or	CCONJ
easat-5281	308	31	non	non	ADJ
easat-5281	308	32	-	-	ADJ
easat-5281	308	33	existent	existent	ADJ
easat-5281	308	34	relationship	relationship	NOUN
easat-5281	308	35	.	.	PUNCT
easat-5281	309	1	p	p	X
easat-5281	309	2	-	-	PUNCT
easat-5281	309	3	values	value	NOUN
easat-5281	309	4	are	be	AUX
easat-5281	309	5	used	use	VERB
easat-5281	309	6	to	to	PART
easat-5281	309	7	test	test	VERB
easat-5281	309	8	the	the	DET
easat-5281	309	9	statistical	statistical	ADJ
easat-5281	309	10	significance	significance	NOUN
easat-5281	309	11	of	of	ADP
easat-5281	309	12	each	each	DET
easat-5281	309	13	path	path	NOUN
easat-5281	309	14	coefficient	coefficient	NOUN
easat-5281	309	15	.	.	PUNCT
easat-5281	310	1	if	if	SCONJ
easat-5281	310	2	the	the	DET
easat-5281	310	3	p	p	NOUN
easat-5281	310	4	-	-	PUNCT
easat-5281	310	5	value	value	NOUN
easat-5281	310	6	is	be	AUX
easat-5281	310	7	below	below	ADP
easat-5281	310	8	0.05	0.05	NUM
easat-5281	310	9	,	,	PUNCT
easat-5281	310	10	the	the	DET
easat-5281	310	11	relationship	relationship	NOUN
easat-5281	310	12	is	be	AUX
easat-5281	310	13	considered	consider	VERB
easat-5281	310	14	statistically	statistically	ADV
easat-5281	310	15	significant	significant	ADJ
easat-5281	310	16	.	.	PUNCT
easat-5281	311	1	•	•	NUM
easat-5281	311	2	xa	xa	PROPN
easat-5281	311	3	-	-	PUNCT
easat-5281	311	4	>	>	X
easat-5281	311	5	y	y	PROPN
easat-5281	311	6	(	(	PUNCT
easat-5281	311	7	coef	coef	PROPN
easat-5281	311	8	=	=	NOUN
easat-5281	311	9	0.135	0.135	NUM
easat-5281	311	10	,	,	PUNCT
easat-5281	311	11	p	p	X
easat-5281	311	12	=	=	PROPN
easat-5281	311	13	0.091	0.091	NUM
easat-5281	311	14	):	):	PUNCT
easat-5281	311	15	the	the	DET
easat-5281	311	16	coefficient	coefficient	NOUN
easat-5281	311	17	of	of	ADP
easat-5281	311	18	the	the	DET
easat-5281	311	19	path	path	NOUN
easat-5281	311	20	between	between	ADP
easat-5281	311	21	xa	xa	PROPN
easat-5281	311	22	and	and	CCONJ
easat-5281	311	23	y	y	PROPN
easat-5281	311	24	is	be	AUX
easat-5281	311	25	0.135	0.135	NUM
easat-5281	311	26	,	,	PUNCT
easat-5281	311	27	which	which	PRON
easat-5281	311	28	indicates	indicate	VERB
easat-5281	311	29	that	that	SCONJ
easat-5281	311	30	there	there	PRON
easat-5281	311	31	is	be	VERB
easat-5281	311	32	a	a	DET
easat-5281	311	33	weak	weak	ADJ
easat-5281	311	34	positive	positive	ADJ
easat-5281	311	35	relationship	relationship	NOUN
easat-5281	311	36	between	between	ADP
easat-5281	311	37	the	the	DET
easat-5281	311	38	two	two	NUM
easat-5281	311	39	.	.	PUNCT
easat-5281	312	1	however	however	ADV
easat-5281	312	2	,	,	PUNCT
easat-5281	312	3	a	a	DET
easat-5281	312	4	p	p	NOUN
easat-5281	312	5	-	-	PUNCT
easat-5281	312	6	value	value	NOUN
easat-5281	312	7	of	of	ADP
easat-5281	312	8	0.091	0.091	NUM
easat-5281	312	9	is	be	AUX
easat-5281	312	10	greater	great	ADJ
easat-5281	312	11	than	than	ADP
easat-5281	312	12	0.05	0.05	NUM
easat-5281	312	13	,	,	PUNCT
easat-5281	312	14	which	which	PRON
easat-5281	312	15	suggests	suggest	VERB
easat-5281	312	16	that	that	SCONJ
easat-5281	312	17	this	this	DET
easat-5281	312	18	relationship	relationship	NOUN
easat-5281	312	19	is	be	AUX
easat-5281	312	20	not	not	PART
easat-5281	312	21	statistically	statistically	ADV
easat-5281	312	22	significant	significant	ADJ
easat-5281	312	23	.	.	PUNCT
easat-5281	313	1	that	that	PRON
easat-5281	313	2	is	is	ADV
easat-5281	313	3	,	,	PUNCT
easat-5281	313	4	we	we	PRON
easat-5281	313	5	can	can	AUX
easat-5281	313	6	not	not	PART
easat-5281	313	7	conclude	conclude	VERB
easat-5281	313	8	with	with	ADP
easat-5281	313	9	confidence	confidence	NOUN
easat-5281	313	10	that	that	SCONJ
easat-5281	313	11	xa	xa	PROPN
easat-5281	313	12	has	have	AUX
easat-5281	313	13	a	a	DET
easat-5281	313	14	significant	significant	ADJ
easat-5281	313	15	influence	influence	NOUN
easat-5281	313	16	on	on	ADP
easat-5281	313	17	y.	y.	PROPN
easat-5281	313	18	•	•	PROPN
easat-5281	313	19	xb	xb	PROPN
easat-5281	313	20	-	-	PUNCT
easat-5281	313	21	>	>	X
easat-5281	313	22	y	y	PROPN
easat-5281	313	23	(	(	PUNCT
easat-5281	313	24	coef	coef	PROPN
easat-5281	313	25	=	=	PROPN
easat-5281	313	26	0.556	0.556	NUM
easat-5281	313	27	,	,	PUNCT
easat-5281	313	28	p	p	X
easat-5281	313	29	=	=	NOUN
easat-5281	313	30	0.000	0.000	NUM
easat-5281	313	31	):	):	PUNCT
easat-5281	313	32	a	a	DET
easat-5281	313	33	coefficient	coefficient	NOUN
easat-5281	313	34	of	of	ADP
easat-5281	313	35	0.556	0.556	NUM
easat-5281	313	36	indicates	indicate	VERB
easat-5281	313	37	a	a	DET
easat-5281	313	38	strong	strong	ADJ
easat-5281	313	39	positive	positive	ADJ
easat-5281	313	40	association	association	NOUN
easat-5281	313	41	between	between	ADP
easat-5281	313	42	xb	xb	PROPN
easat-5281	313	43	and	and	CCONJ
easat-5281	313	44	y.	y.	PROPN
easat-5281	313	45	a	a	DET
easat-5281	313	46	very	very	ADV
easat-5281	313	47	low	low	ADJ
easat-5281	313	48	p	p	NOUN
easat-5281	313	49	-	-	PUNCT
easat-5281	313	50	value	value	NOUN
easat-5281	313	51	(	(	PUNCT
easat-5281	313	52	0.000	0.000	NUM
easat-5281	313	53	)	)	PUNCT
easat-5281	313	54	indicates	indicate	VERB
easat-5281	313	55	that	that	SCONJ
easat-5281	313	56	this	this	DET
easat-5281	313	57	relationship	relationship	NOUN
easat-5281	313	58	is	be	AUX
easat-5281	313	59	statistically	statistically	ADV
easat-5281	313	60	significant	significant	ADJ
easat-5281	313	61	.	.	PUNCT
easat-5281	314	1	this	this	PRON
easat-5281	314	2	means	mean	VERB
easat-5281	314	3	that	that	SCONJ
easat-5281	314	4	xb	xb	PROPN
easat-5281	314	5	is	be	AUX
easat-5281	314	6	a	a	DET
easat-5281	314	7	very	very	ADV
easat-5281	314	8	strong	strong	ADJ
easat-5281	314	9	predictor	predictor	NOUN
easat-5281	314	10	for	for	ADP
easat-5281	314	11	y	y	PROPN
easat-5281	314	12	,	,	PUNCT
easat-5281	314	13	consistent	consistent	ADJ
easat-5281	314	14	with	with	ADP
easat-5281	314	15	the	the	DET
easat-5281	314	16	also	also	ADV
easat-5281	314	17	large	large	ADJ
easat-5281	314	18	fsquare	fsquare	NOUN
easat-5281	314	19	results	result	NOUN
easat-5281	314	20	for	for	ADP
easat-5281	314	21	this	this	DET
easat-5281	314	22	path	path	NOUN
easat-5281	314	23	.	.	PUNCT
easat-5281	315	1	•	•	NUM
easat-5281	315	2	y	y	PROPN
easat-5281	315	3	-	-	PUNCT
easat-5281	315	4	>	>	X
easat-5281	315	5	z	z	PROPN
easat-5281	315	6	(	(	PUNCT
easat-5281	315	7	coef	coef	X
easat-5281	315	8	=	=	NOUN
easat-5281	315	9	0.845	0.845	PROPN
easat-5281	315	10	,	,	PUNCT
easat-5281	315	11	p	p	X
easat-5281	315	12	=	=	NOUN
easat-5281	315	13	0.000	0.000	NUM
easat-5281	315	14	):	):	PUNCT
easat-5281	315	15	a	a	DET
easat-5281	315	16	coefficient	coefficient	NOUN
easat-5281	315	17	of	of	ADP
easat-5281	315	18	0.845	0.845	NUM
easat-5281	315	19	indicates	indicate	VERB
easat-5281	315	20	a	a	DET
easat-5281	315	21	very	very	ADV
easat-5281	315	22	strong	strong	ADJ
easat-5281	315	23	relationship	relationship	NOUN
easat-5281	315	24	between	between	ADP
easat-5281	315	25	y	y	PROPN
easat-5281	315	26	and	and	CCONJ
easat-5281	315	27	z.	z.	PROPN
easat-5281	315	28	a	a	DET
easat-5281	315	29	very	very	ADV
easat-5281	315	30	low	low	ADJ
easat-5281	315	31	p	p	NOUN
easat-5281	315	32	-	-	PUNCT
easat-5281	315	33	value	value	NOUN
easat-5281	315	34	(	(	PUNCT
easat-5281	315	35	0.000	0.000	NUM
easat-5281	315	36	)	)	PUNCT
easat-5281	315	37	indicates	indicate	VERB
easat-5281	315	38	that	that	SCONJ
easat-5281	315	39	this	this	DET
easat-5281	315	40	relationship	relationship	NOUN
easat-5281	315	41	is	be	AUX
easat-5281	315	42	statistically	statistically	ADV
easat-5281	315	43	significant	significant	ADJ
easat-5281	315	44	.	.	PUNCT
easat-5281	316	1	this	this	PRON
easat-5281	316	2	shows	show	VERB
easat-5281	316	3	that	that	SCONJ
easat-5281	316	4	y	y	PROPN
easat-5281	316	5	is	be	AUX
easat-5281	316	6	the	the	DET
easat-5281	316	7	dominant	dominant	ADJ
easat-5281	316	8	predictor	predictor	NOUN
easat-5281	316	9	of	of	ADP
easat-5281	316	10	z	z	PROPN
easat-5281	316	11	,	,	PUNCT
easat-5281	316	12	corresponding	correspond	VERB
easat-5281	316	13	to	to	ADP
easat-5281	316	14	a	a	DET
easat-5281	316	15	high	high	ADJ
easat-5281	316	16	r²	r²	NOUN
easat-5281	316	17	result	result	NOUN
easat-5281	316	18	for	for	ADP
easat-5281	316	19	z	z	PROPN
easat-5281	316	20	and	and	CCONJ
easat-5281	316	21	a	a	DET
easat-5281	316	22	very	very	ADV
easat-5281	316	23	large	large	ADJ
easat-5281	316	24	f	f	ADJ
easat-5281	316	25	-	-	PUNCT
easat-5281	316	26	square	square	ADJ
easat-5281	316	27	value	value	NOUN
easat-5281	316	28	for	for	ADP
easat-5281	316	29	this	this	DET
easat-5281	316	30	path	path	NOUN
easat-5281	316	31	.	.	PUNCT
easat-5281	317	1	3.3	3.3	NUM
easat-5281	317	2	.	.	PUNCT
easat-5281	317	3	hypotheses	hypothese	VERB
easat-5281	317	4	analysis	analysis	NOUN
easat-5281	317	5	hypotheses	hypothesis	NOUN
easat-5281	317	6	play	play	VERB
easat-5281	317	7	a	a	DET
easat-5281	317	8	very	very	ADV
easat-5281	317	9	important	important	ADJ
easat-5281	317	10	role	role	NOUN
easat-5281	317	11	in	in	ADP
easat-5281	317	12	research	research	NOUN
easat-5281	317	13	,	,	PUNCT
easat-5281	317	14	a	a	DET
easat-5281	317	15	hypothesis	hypothesis	NOUN
easat-5281	317	16	test	test	NOUN
easat-5281	317	17	is	be	AUX
easat-5281	317	18	used	use	VERB
easat-5281	317	19	to	to	PART
easat-5281	317	20	test	test	VERB
easat-5281	317	21	an	an	DET
easat-5281	317	22	idea	idea	NOUN
easat-5281	317	23	or	or	CCONJ
easat-5281	317	24	parameter	parameter	NOUN
easat-5281	317	25	in	in	ADP
easat-5281	317	26	a	a	DET
easat-5281	317	27	population	population	NOUN
easat-5281	317	28	using	use	VERB
easat-5281	317	29	sample	sample	NOUN
easat-5281	317	30	data	datum	NOUN
easat-5281	317	31	[	[	X
easat-5281	317	32	40	40	NUM
easat-5281	317	33	]	]	PUNCT
easat-5281	317	34	.	.	PUNCT
easat-5281	318	1	a	a	DET
easat-5281	318	2	description	description	NOUN
easat-5281	318	3	of	of	ADP
easat-5281	318	4	the	the	DET
easat-5281	318	5	hypothesis	hypothesis	NOUN
easat-5281	318	6	analysis	analysis	NOUN
easat-5281	318	7	can	can	AUX
easat-5281	318	8	be	be	AUX
easat-5281	318	9	seen	see	VERB
easat-5281	318	10	in	in	ADP
easat-5281	318	11	table	table	NOUN
easat-5281	318	12	8	8	NUM
easat-5281	318	13	.	.	PUNCT
easat-5281	318	14	table	table	NOUN
easat-5281	318	15	8	8	NUM
easat-5281	318	16	.	.	PUNCT
easat-5281	318	17	hypothesis	hypothesis	NOUN
easat-5281	318	18	test	test	NOUN
easat-5281	318	19	.	.	PUNCT
easat-5281	319	1	path	path	NOUN
easat-5281	319	2	coefficients	coefficient	NOUN
easat-5281	319	3	mean	mean	VERB
easat-5281	319	4	,	,	PUNCT
easat-5281	319	5	stdev	stdev	PROPN
easat-5281	319	6	,	,	PUNCT
easat-5281	319	7	t	t	PROPN
easat-5281	319	8	values	value	NOUN
easat-5281	319	9	,	,	PUNCT
easat-5281	319	10	p	p	NOUN
easat-5281	319	11	values	value	VERB
easat-5281	319	12	original	original	ADJ
easat-5281	319	13	sample	sample	NOUN
easat-5281	319	14	(	(	PUNCT
easat-5281	319	15	o	o	NOUN
easat-5281	319	16	)	)	PUNCT
easat-5281	319	17	sample	sample	NOUN
easat-5281	319	18	mean	mean	NOUN
easat-5281	319	19	(	(	PUNCT
easat-5281	319	20	m	m	NOUN
easat-5281	319	21	)	)	PUNCT
easat-5281	319	22	standard	standard	ADJ
easat-5281	319	23	deviation	deviation	NOUN
easat-5281	319	24	(	(	PUNCT
easat-5281	319	25	stdev	stdev	NOUN
easat-5281	319	26	)	)	PUNCT
easat-5281	319	27	t	t	PROPN
easat-5281	319	28	statistics	statistic	NOUN
easat-5281	319	29	(	(	PUNCT
easat-5281	319	30	io	io	NOUN
easat-5281	319	31	/	/	SYM
easat-5281	319	32	stdevi	stdevi	ADJ
easat-5281	319	33	)	)	PUNCT
easat-5281	319	34	p	p	NOUN
easat-5281	319	35	values	value	NOUN
easat-5281	319	36	xa-	xa-	X
easat-5281	319	37	>	>	X
easat-5281	319	38	y	y	PROPN
easat-5281	319	39	0.135	0.135	NUM
easat-5281	319	40	0.123	0.123	NUM
easat-5281	319	41	0.085	0.085	NUM
easat-5281	319	42	1.578	1.578	NUM
easat-5281	319	43	0.118	0.118	NUM
easat-5281	319	44	xb-	xb-	PROPN
easat-5281	319	45	>	>	X
easat-5281	319	46	y	y	PROPN
easat-5281	319	47	0.556	0.556	NUM
easat-5281	319	48	0.531	0.531	NUM
easat-5281	319	49	0.089	0.089	NUM
easat-5281	319	50	6.228	6.228	NUM
easat-5281	319	51	0.000	0.000	NUM
easat-5281	319	52	y-	y-	X
easat-5281	319	53	>	>	X
easat-5281	319	54	z	z	PROPN
easat-5281	319	55	0.845	0.845	NUM
easat-5281	319	56	0.845	0.845	NUM
easat-5281	319	57	0.031	0.031	NUM
easat-5281	319	58	27.626	27.626	NUM
easat-5281	319	59	0.000	0.000	NUM
easat-5281	319	60	the	the	PRON
easat-5281	319	61	closer	close	ADV
easat-5281	319	62	the	the	DET
easat-5281	319	63	coefficient	coefficient	NOUN
easat-5281	319	64	is	be	AUX
easat-5281	319	65	to	to	ADP
easat-5281	319	66	these	these	DET
easat-5281	319	67	limits	limit	NOUN
easat-5281	319	68	,	,	PUNCT
easat-5281	319	69	the	the	PRON
easat-5281	319	70	stronger	strong	ADJ
easat-5281	319	71	the	the	DET
easat-5281	319	72	relationship	relationship	NOUN
easat-5281	319	73	.	.	PUNCT
easat-5281	320	1	a	a	DET
easat-5281	320	2	positive	positive	ADJ
easat-5281	320	3	coefficient	coefficient	NOUN
easat-5281	320	4	indicates	indicate	VERB
easat-5281	320	5	a	a	DET
easat-5281	320	6	positive	positive	ADJ
easat-5281	320	7	relationship	relationship	NOUN
easat-5281	320	8	,	,	PUNCT
easat-5281	320	9	and	and	CCONJ
easat-5281	320	10	a	a	DET
easat-5281	320	11	negative	negative	ADJ
easat-5281	320	12	one	one	NOUN
easat-5281	320	13	suggests	suggest	VERB
easat-5281	320	14	an	an	DET
easat-5281	320	15	inverse	inverse	NOUN
easat-5281	320	16	relationship	relationship	NOUN
easat-5281	320	17	.	.	PUNCT
easat-5281	321	1	for	for	ADP
easat-5281	321	2	the	the	DET
easat-5281	321	3	xa	xa	PROPN
easat-5281	321	4	-	-	PUNCT
easat-5281	321	5	>	>	PROPN
easat-5281	321	6	y	y	PROPN
easat-5281	321	7	path	path	NOUN
easat-5281	321	8	,	,	PUNCT
easat-5281	321	9	the	the	DET
easat-5281	321	10	coefficient	coefficient	NOUN
easat-5281	321	11	of	of	ADP
easat-5281	321	12	0.135	0.135	NUM
easat-5281	321	13	indicates	indicate	VERB
easat-5281	321	14	a	a	DET
easat-5281	321	15	weak	weak	ADJ
easat-5281	321	16	positive	positive	ADJ
easat-5281	321	17	relationship	relationship	NOUN
easat-5281	321	18	,	,	PUNCT
easat-5281	321	19	implying	imply	VERB
easat-5281	321	20	a	a	DET
easat-5281	321	21	small	small	ADJ
easat-5281	321	22	increase	increase	NOUN
easat-5281	321	23	in	in	ADP
easat-5281	321	24	xa	xa	PROPN
easat-5281	321	25	results	result	NOUN
easat-5281	321	26	in	in	ADP
easat-5281	321	27	a	a	DET
easat-5281	321	28	slight	slight	ADJ
easat-5281	321	29	increase	increase	NOUN
easat-5281	321	30	in	in	ADP
easat-5281	321	31	y.	y.	NOUN
easat-5281	321	32	in	in	ADP
easat-5281	321	33	contrast	contrast	NOUN
easat-5281	321	34	,	,	PUNCT
easat-5281	321	35	the	the	DET
easat-5281	321	36	xb	xb	PROPN
easat-5281	321	37	-	-	PUNCT
easat-5281	321	38	>	>	PROPN
easat-5281	321	39	y	y	PROPN
easat-5281	321	40	path	path	NOUN
easat-5281	321	41	has	have	VERB
easat-5281	321	42	a	a	DET
easat-5281	321	43	coefficient	coefficient	NOUN
easat-5281	321	44	of	of	ADP
easat-5281	321	45	0.556	0.556	NUM
easat-5281	321	46	,	,	PUNCT
easat-5281	321	47	representing	represent	VERB
easat-5281	321	48	a	a	DET
easat-5281	321	49	strong	strong	ADJ
easat-5281	321	50	positive	positive	ADJ
easat-5281	321	51	relationship	relationship	NOUN
easat-5281	321	52	,	,	PUNCT
easat-5281	321	53	where	where	SCONJ
easat-5281	321	54	an	an	DET
easat-5281	321	55	increase	increase	NOUN
easat-5281	321	56	in	in	ADP
easat-5281	321	57	xb	xb	PROPN
easat-5281	321	58	significantly	significantly	ADV
easat-5281	321	59	boosts	boost	VERB
easat-5281	321	60	y	y	PROPN
easat-5281	321	61	,	,	PUNCT
easat-5281	321	62	making	make	VERB
easat-5281	321	63	xb	xb	PRON
easat-5281	321	64	a	a	DET
easat-5281	321	65	strong	strong	ADJ
easat-5281	321	66	predictor	predictor	NOUN
easat-5281	321	67	of	of	ADP
easat-5281	321	68	y	y	PROPN
easat-5281	321	69	in	in	ADP
easat-5281	321	70	this	this	DET
easat-5281	321	71	model	model	NOUN
easat-5281	321	72	.	.	PUNCT
easat-5281	322	1	meanwhile	meanwhile	ADV
easat-5281	322	2	,	,	PUNCT
easat-5281	322	3	the	the	DET
easat-5281	322	4	y	y	PROPN
easat-5281	322	5	-	-	PUNCT
easat-5281	322	6	>	>	PROPN
easat-5281	322	7	z	z	NOUN
easat-5281	322	8	path	path	NOUN
easat-5281	322	9	,	,	PUNCT
easat-5281	322	10	with	with	ADP
easat-5281	322	11	a	a	DET
easat-5281	322	12	coefficient	coefficient	NOUN
easat-5281	322	13	of	of	ADP
easat-5281	322	14	0.845	0.845	NUM
easat-5281	322	15	,	,	PUNCT
easat-5281	322	16	shows	show	VERB
easat-5281	322	17	a	a	DET
easat-5281	322	18	very	very	ADV
easat-5281	322	19	strong	strong	ADJ
easat-5281	322	20	relationship	relationship	NOUN
easat-5281	322	21	between	between	ADP
easat-5281	322	22	y	y	PROPN
easat-5281	322	23	and	and	CCONJ
easat-5281	322	24	z	z	PROPN
easat-5281	322	25	,	,	PUNCT
easat-5281	322	26	meaning	mean	VERB
easat-5281	322	27	that	that	SCONJ
easat-5281	322	28	increasing	increase	VERB
easat-5281	322	29	y	y	PROPN
easat-5281	322	30	will	will	AUX
easat-5281	322	31	greatly	greatly	ADV
easat-5281	322	32	impact	impact	VERB
easat-5281	322	33	z	z	NOUN
easat-5281	322	34	,	,	PUNCT
easat-5281	322	35	underscoring	underscore	VERB
easat-5281	322	36	y	y	PROPN
easat-5281	322	37	's	's	PART
easat-5281	322	38	dominant	dominant	ADJ
easat-5281	322	39	influence	influence	NOUN
easat-5281	322	40	over	over	ADP
easat-5281	322	41	z.	z.	PROPN
easat-5281	322	42	674	674	NUM
easat-5281	322	43	edelweiss	edelweiss	PROPN
easat-5281	322	44	applied	apply	VERB
easat-5281	322	45	science	science	NOUN
easat-5281	322	46	and	and	CCONJ
easat-5281	322	47	technology	technology	NOUN
easat-5281	322	48	issn	issn	PROPN
easat-5281	322	49	:	:	PUNCT
easat-5281	322	50	2576	2576	NUM
easat-5281	322	51	-	-	SYM
easat-5281	322	52	8484	8484	NUM
easat-5281	322	53	vol	vol	NOUN
easat-5281	322	54	.	.	PROPN
easat-5281	323	1	9	9	NUM
easat-5281	323	2	,	,	PUNCT
easat-5281	323	3	no	no	INTJ
easat-5281	323	4	.	.	NOUN
easat-5281	324	1	3	3	NUM
easat-5281	324	2	:	:	PUNCT
easat-5281	324	3	660	660	NUM
easat-5281	324	4	-	-	NUM
easat-5281	324	5	679	679	NUM
easat-5281	324	6	,	,	PUNCT
easat-5281	324	7	2025	2025	NUM
easat-5281	324	8	doi	doi	NOUN
easat-5281	324	9	:	:	PUNCT
easat-5281	324	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	324	11	©	©	ADP
easat-5281	324	12	2025	2025	NUM
easat-5281	324	13	by	by	ADP
easat-5281	324	14	the	the	DET
easat-5281	324	15	authors	author	NOUN
easat-5281	324	16	;	;	PUNCT
easat-5281	324	17	licensee	licensee	PROPN
easat-5281	324	18	learning	learning	PROPN
easat-5281	324	19	gate	gate	PROPN
easat-5281	324	20	t	t	PROPN
easat-5281	324	21	-	-	PUNCT
easat-5281	324	22	statistics	statistic	NOUN
easat-5281	324	23	assess	assess	VERB
easat-5281	324	24	the	the	DET
easat-5281	324	25	significance	significance	NOUN
easat-5281	324	26	of	of	ADP
easat-5281	324	27	these	these	DET
easat-5281	324	28	path	path	NOUN
easat-5281	324	29	coefficients	coefficient	NOUN
easat-5281	324	30	,	,	PUNCT
easat-5281	324	31	where	where	SCONJ
easat-5281	324	32	values	value	NOUN
easat-5281	324	33	greater	great	ADJ
easat-5281	324	34	than	than	ADP
easat-5281	324	35	1.96	1.96	NUM
easat-5281	324	36	at	at	ADP
easat-5281	324	37	a	a	DET
easat-5281	324	38	5	5	NUM
easat-5281	324	39	%	%	NOUN
easat-5281	324	40	significance	significance	NOUN
easat-5281	324	41	level	level	NOUN
easat-5281	324	42	indicate	indicate	VERB
easat-5281	324	43	that	that	SCONJ
easat-5281	324	44	the	the	DET
easat-5281	324	45	relationships	relationship	NOUN
easat-5281	324	46	are	be	AUX
easat-5281	324	47	statistically	statistically	ADV
easat-5281	324	48	significant	significant	ADJ
easat-5281	324	49	.	.	PUNCT
easat-5281	325	1	for	for	ADP
easat-5281	325	2	the	the	DET
easat-5281	325	3	xa	xa	PROPN
easat-5281	325	4	-	-	PUNCT
easat-5281	325	5	>	>	PROPN
easat-5281	325	6	y	y	PROPN
easat-5281	325	7	path	path	NOUN
easat-5281	325	8	,	,	PUNCT
easat-5281	325	9	a	a	DET
easat-5281	325	10	tstatistic	tstatistic	NOUN
easat-5281	325	11	of	of	ADP
easat-5281	325	12	1.578	1.578	NUM
easat-5281	325	13	suggests	suggest	VERB
easat-5281	325	14	the	the	DET
easat-5281	325	15	relationship	relationship	NOUN
easat-5281	325	16	is	be	AUX
easat-5281	325	17	not	not	PART
easat-5281	325	18	significant	significant	ADJ
easat-5281	325	19	,	,	PUNCT
easat-5281	325	20	while	while	SCONJ
easat-5281	325	21	a	a	DET
easat-5281	325	22	t	t	NOUN
easat-5281	325	23	-	-	PUNCT
easat-5281	325	24	value	value	NOUN
easat-5281	325	25	of	of	ADP
easat-5281	325	26	6.228	6.228	NUM
easat-5281	325	27	for	for	ADP
easat-5281	325	28	the	the	DET
easat-5281	325	29	xb	xb	PROPN
easat-5281	325	30	-	-	PUNCT
easat-5281	325	31	>	>	PROPN
easat-5281	325	32	y	y	PROPN
easat-5281	325	33	path	path	NOUN
easat-5281	325	34	clearly	clearly	ADV
easat-5281	325	35	indicates	indicate	VERB
easat-5281	325	36	that	that	SCONJ
easat-5281	325	37	the	the	DET
easat-5281	325	38	relationship	relationship	NOUN
easat-5281	325	39	is	be	AUX
easat-5281	325	40	highly	highly	ADV
easat-5281	325	41	significant	significant	ADJ
easat-5281	325	42	.	.	PUNCT
easat-5281	326	1	for	for	ADP
easat-5281	326	2	y	y	PROPN
easat-5281	326	3	-	-	PUNCT
easat-5281	326	4	>	>	PROPN
easat-5281	326	5	z	z	PROPN
easat-5281	326	6	,	,	PUNCT
easat-5281	326	7	the	the	DET
easat-5281	326	8	t	t	NOUN
easat-5281	326	9	-	-	PUNCT
easat-5281	326	10	statistic	statistic	NOUN
easat-5281	326	11	of	of	ADP
easat-5281	326	12	27.626	27.626	NUM
easat-5281	326	13	strongly	strongly	ADV
easat-5281	326	14	confirms	confirm	VERB
easat-5281	326	15	statistical	statistical	ADJ
easat-5281	326	16	significance	significance	NOUN
easat-5281	326	17	.	.	PUNCT
easat-5281	327	1	p	p	X
easat-5281	327	2	-	-	PUNCT
easat-5281	327	3	values	value	NOUN
easat-5281	327	4	measure	measure	VERB
easat-5281	327	5	the	the	DET
easat-5281	327	6	likelihood	likelihood	NOUN
easat-5281	327	7	that	that	SCONJ
easat-5281	327	8	the	the	DET
easat-5281	327	9	path	path	NOUN
easat-5281	327	10	coefficients	coefficient	NOUN
easat-5281	327	11	are	be	AUX
easat-5281	327	12	due	due	ADJ
easat-5281	327	13	to	to	ADP
easat-5281	327	14	random	random	ADJ
easat-5281	327	15	chance	chance	NOUN
easat-5281	327	16	.	.	PUNCT
easat-5281	328	1	values	value	NOUN
easat-5281	328	2	below	below	ADP
easat-5281	328	3	0.05	0.05	NUM
easat-5281	328	4	suggest	suggest	VERB
easat-5281	328	5	statistical	statistical	ADJ
easat-5281	328	6	significance	significance	NOUN
easat-5281	328	7	.	.	PUNCT
easat-5281	329	1	the	the	DET
easat-5281	329	2	xa	xa	PROPN
easat-5281	329	3	-	-	PUNCT
easat-5281	329	4	>	>	PROPN
easat-5281	329	5	y	y	PROPN
easat-5281	329	6	path	path	NOUN
easat-5281	329	7	,	,	PUNCT
easat-5281	329	8	with	with	ADP
easat-5281	329	9	a	a	DET
easat-5281	329	10	pvalue	pvalue	NOUN
easat-5281	329	11	of	of	ADP
easat-5281	329	12	0.118	0.118	NUM
easat-5281	329	13	,	,	PUNCT
easat-5281	329	14	indicates	indicate	VERB
easat-5281	329	15	that	that	SCONJ
easat-5281	329	16	the	the	DET
easat-5281	329	17	relationship	relationship	NOUN
easat-5281	329	18	is	be	AUX
easat-5281	329	19	not	not	PART
easat-5281	329	20	significant	significant	ADJ
easat-5281	329	21	.	.	PUNCT
easat-5281	330	1	lastly	lastly	ADV
easat-5281	330	2	,	,	PUNCT
easat-5281	330	3	the	the	DET
easat-5281	330	4	y	y	PROPN
easat-5281	330	5	-	-	PUNCT
easat-5281	330	6	>	>	PROPN
easat-5281	330	7	z	z	NOUN
easat-5281	330	8	path	path	NOUN
easat-5281	330	9	,	,	PUNCT
easat-5281	330	10	with	with	ADP
easat-5281	330	11	a	a	DET
easat-5281	330	12	p	p	NOUN
easat-5281	330	13	-	-	PUNCT
easat-5281	330	14	value	value	NOUN
easat-5281	330	15	of	of	ADP
easat-5281	330	16	0.000	0.000	NUM
easat-5281	330	17	,	,	PUNCT
easat-5281	330	18	reinforces	reinforce	VERB
easat-5281	330	19	that	that	SCONJ
easat-5281	330	20	this	this	DET
easat-5281	330	21	relationship	relationship	NOUN
easat-5281	330	22	is	be	AUX
easat-5281	330	23	highly	highly	ADV
easat-5281	330	24	significant	significant	ADJ
easat-5281	330	25	,	,	PUNCT
easat-5281	330	26	highlighting	highlight	VERB
easat-5281	330	27	y	y	PRON
easat-5281	330	28	as	as	ADP
easat-5281	330	29	a	a	DET
easat-5281	330	30	powerful	powerful	ADJ
easat-5281	330	31	predictor	predictor	NOUN
easat-5281	330	32	of	of	ADP
easat-5281	330	33	z.	z.	PROPN
easat-5281	330	34	675	675	NUM
easat-5281	330	35	edelweiss	edelweiss	PROPN
easat-5281	330	36	applied	apply	VERB
easat-5281	330	37	science	science	NOUN
easat-5281	330	38	and	and	CCONJ
easat-5281	330	39	technology	technology	NOUN
easat-5281	330	40	issn	issn	PROPN
easat-5281	330	41	:	:	PUNCT
easat-5281	330	42	2576	2576	NUM
easat-5281	330	43	-	-	SYM
easat-5281	330	44	8484	8484	NUM
easat-5281	330	45	vol	vol	NOUN
easat-5281	330	46	.	.	PROPN
easat-5281	331	1	9	9	NUM
easat-5281	331	2	,	,	PUNCT
easat-5281	331	3	no	no	INTJ
easat-5281	331	4	.	.	NOUN
easat-5281	332	1	3	3	NUM
easat-5281	332	2	:	:	PUNCT
easat-5281	332	3	660	660	NUM
easat-5281	332	4	-	-	NUM
easat-5281	332	5	679	679	NUM
easat-5281	332	6	,	,	PUNCT
easat-5281	332	7	2025	2025	NUM
easat-5281	332	8	doi	doi	NOUN
easat-5281	332	9	:	:	PUNCT
easat-5281	332	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	332	11	©	©	ADP
easat-5281	332	12	2025	2025	NUM
easat-5281	332	13	by	by	ADP
easat-5281	332	14	the	the	DET
easat-5281	332	15	authors	author	NOUN
easat-5281	332	16	;	;	PUNCT
easat-5281	332	17	licensee	licensee	PROPN
easat-5281	332	18	learning	learn	VERB
easat-5281	332	19	gate	gate	NOUN
easat-5281	332	20	figure	figure	NOUN
easat-5281	332	21	2	2	NUM
easat-5281	332	22	.	.	PUNCT
easat-5281	333	1	hypotheses	hypothesis	NOUN
easat-5281	333	2	testing	testing	NOUN
easat-5281	333	3	.	.	PUNCT
easat-5281	334	1	4	4	X
easat-5281	334	2	.	.	X
easat-5281	334	3	discussion	discussion	NOUN
easat-5281	334	4	the	the	DET
easat-5281	334	5	f²	f²	NOUN
easat-5281	334	6	value	value	NOUN
easat-5281	334	7	is	be	AUX
easat-5281	334	8	used	use	VERB
easat-5281	334	9	alongside	alongside	ADP
easat-5281	334	10	other	other	ADJ
easat-5281	334	11	key	key	ADJ
easat-5281	334	12	metrics	metric	NOUN
easat-5281	334	13	like	like	ADP
easat-5281	334	14	path	path	NOUN
easat-5281	334	15	coefficients	coefficient	NOUN
easat-5281	334	16	and	and	CCONJ
easat-5281	334	17	r²	r²	VERB
easat-5281	334	18	values	value	NOUN
easat-5281	334	19	to	to	PART
easat-5281	334	20	provide	provide	VERB
easat-5281	334	21	a	a	DET
easat-5281	334	22	complete	complete	ADJ
easat-5281	334	23	understanding	understanding	NOUN
easat-5281	334	24	of	of	ADP
easat-5281	334	25	how	how	SCONJ
easat-5281	334	26	different	different	ADJ
easat-5281	334	27	factors	factor	NOUN
easat-5281	334	28	influence	influence	VERB
easat-5281	334	29	the	the	DET
easat-5281	334	30	dependent	dependent	ADJ
easat-5281	334	31	variable	variable	NOUN
easat-5281	334	32	.	.	PUNCT
easat-5281	335	1	p	p	X
easat-5281	335	2	-	-	PUNCT
easat-5281	335	3	values	value	NOUN
easat-5281	335	4	are	be	AUX
easat-5281	335	5	used	use	VERB
easat-5281	335	6	to	to	PART
easat-5281	335	7	test	test	VERB
easat-5281	335	8	the	the	DET
easat-5281	335	9	statistical	statistical	ADJ
easat-5281	335	10	significance	significance	NOUN
easat-5281	335	11	of	of	ADP
easat-5281	335	12	each	each	DET
easat-5281	335	13	path	path	NOUN
easat-5281	335	14	coefficient	coefficient	NOUN
easat-5281	335	15	.	.	PUNCT
easat-5281	336	1	if	if	SCONJ
easat-5281	336	2	the	the	DET
easat-5281	336	3	p	p	NOUN
easat-5281	336	4	-	-	PUNCT
easat-5281	336	5	value	value	NOUN
easat-5281	336	6	is	be	AUX
easat-5281	336	7	below	below	ADP
easat-5281	336	8	0.05	0.05	NUM
easat-5281	336	9	,	,	PUNCT
easat-5281	336	10	the	the	DET
easat-5281	336	11	relationship	relationship	NOUN
easat-5281	336	12	is	be	AUX
easat-5281	336	13	considered	consider	VERB
easat-5281	336	14	statistically	statistically	ADV
easat-5281	336	15	significant	significant	ADJ
easat-5281	336	16	.	.	PUNCT
easat-5281	337	1	•	•	NUM
easat-5281	337	2	xa	xa	PROPN
easat-5281	337	3	-	-	PUNCT
easat-5281	337	4	>	>	X
easat-5281	337	5	y	y	PROPN
easat-5281	337	6	(	(	PUNCT
easat-5281	337	7	coef	coef	PROPN
easat-5281	337	8	=	=	NOUN
easat-5281	337	9	0.135	0.135	NUM
easat-5281	337	10	,	,	PUNCT
easat-5281	337	11	p	p	X
easat-5281	337	12	=	=	PROPN
easat-5281	337	13	0.091	0.091	NUM
easat-5281	337	14	):	):	PUNCT
easat-5281	337	15	the	the	DET
easat-5281	337	16	coefficient	coefficient	NOUN
easat-5281	337	17	of	of	ADP
easat-5281	337	18	the	the	DET
easat-5281	337	19	path	path	NOUN
easat-5281	337	20	between	between	ADP
easat-5281	337	21	xa	xa	PROPN
easat-5281	337	22	and	and	CCONJ
easat-5281	337	23	y	y	PROPN
easat-5281	337	24	is	be	AUX
easat-5281	337	25	0.135	0.135	NUM
easat-5281	337	26	,	,	PUNCT
easat-5281	337	27	which	which	PRON
easat-5281	337	28	indicates	indicate	VERB
easat-5281	337	29	that	that	SCONJ
easat-5281	337	30	there	there	PRON
easat-5281	337	31	is	be	VERB
easat-5281	337	32	a	a	DET
easat-5281	337	33	weak	weak	ADJ
easat-5281	337	34	positive	positive	ADJ
easat-5281	337	35	relationship	relationship	NOUN
easat-5281	337	36	between	between	ADP
easat-5281	337	37	the	the	DET
easat-5281	337	38	two	two	NUM
easat-5281	337	39	.	.	PUNCT
easat-5281	338	1	676	676	NUM
easat-5281	338	2	edelweiss	edelweiss	PROPN
easat-5281	338	3	applied	apply	VERB
easat-5281	338	4	science	science	NOUN
easat-5281	338	5	and	and	CCONJ
easat-5281	338	6	technology	technology	NOUN
easat-5281	338	7	issn	issn	PROPN
easat-5281	338	8	:	:	PUNCT
easat-5281	338	9	2576	2576	NUM
easat-5281	338	10	-	-	SYM
easat-5281	338	11	8484	8484	NUM
easat-5281	338	12	vol	vol	NOUN
easat-5281	338	13	.	.	PROPN
easat-5281	339	1	9	9	NUM
easat-5281	339	2	,	,	PUNCT
easat-5281	339	3	no	no	INTJ
easat-5281	339	4	.	.	NOUN
easat-5281	340	1	3	3	NUM
easat-5281	340	2	:	:	PUNCT
easat-5281	340	3	660	660	NUM
easat-5281	340	4	-	-	NUM
easat-5281	340	5	679	679	NUM
easat-5281	340	6	,	,	PUNCT
easat-5281	340	7	2025	2025	NUM
easat-5281	340	8	doi	doi	NOUN
easat-5281	340	9	:	:	PUNCT
easat-5281	340	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	340	11	©	©	ADP
easat-5281	340	12	2025	2025	NUM
easat-5281	340	13	by	by	ADP
easat-5281	340	14	the	the	DET
easat-5281	340	15	authors	author	NOUN
easat-5281	340	16	;	;	PUNCT
easat-5281	340	17	licensee	licensee	PROPN
easat-5281	340	18	learning	learning	NOUN
easat-5281	340	19	gate	gate	NOUN
easat-5281	340	20	however	however	ADV
easat-5281	340	21	,	,	PUNCT
easat-5281	340	22	a	a	DET
easat-5281	340	23	p	p	NOUN
easat-5281	340	24	-	-	PUNCT
easat-5281	340	25	value	value	NOUN
easat-5281	340	26	of	of	ADP
easat-5281	340	27	0.091	0.091	NUM
easat-5281	340	28	is	be	AUX
easat-5281	340	29	greater	great	ADJ
easat-5281	340	30	than	than	ADP
easat-5281	340	31	0.05	0.05	NUM
easat-5281	340	32	,	,	PUNCT
easat-5281	340	33	which	which	PRON
easat-5281	340	34	suggests	suggest	VERB
easat-5281	340	35	that	that	SCONJ
easat-5281	340	36	this	this	DET
easat-5281	340	37	relationship	relationship	NOUN
easat-5281	340	38	is	be	AUX
easat-5281	340	39	not	not	PART
easat-5281	340	40	statistically	statistically	ADV
easat-5281	340	41	significant	significant	ADJ
easat-5281	340	42	.	.	PUNCT
easat-5281	341	1	that	that	PRON
easat-5281	341	2	is	is	ADV
easat-5281	341	3	,	,	PUNCT
easat-5281	341	4	we	we	PRON
easat-5281	341	5	can	can	AUX
easat-5281	341	6	not	not	PART
easat-5281	341	7	conclude	conclude	VERB
easat-5281	341	8	with	with	ADP
easat-5281	341	9	confidence	confidence	NOUN
easat-5281	341	10	that	that	SCONJ
easat-5281	341	11	xa	xa	PROPN
easat-5281	341	12	has	have	AUX
easat-5281	341	13	a	a	DET
easat-5281	341	14	significant	significant	ADJ
easat-5281	341	15	influence	influence	NOUN
easat-5281	341	16	on	on	ADP
easat-5281	341	17	y.	y.	PROPN
easat-5281	341	18	•	•	PROPN
easat-5281	341	19	xb	xb	PROPN
easat-5281	341	20	>	>	X
easat-5281	341	21	y	y	PROPN
easat-5281	341	22	(	(	PUNCT
easat-5281	341	23	coef	coef	PROPN
easat-5281	341	24	=	=	PROPN
easat-5281	341	25	0.556	0.556	NUM
easat-5281	341	26	,	,	PUNCT
easat-5281	341	27	p	p	X
easat-5281	341	28	=	=	NOUN
easat-5281	341	29	0.000	0.000	NUM
easat-5281	341	30	):	):	PUNCT
easat-5281	341	31	a	a	DET
easat-5281	341	32	coefficient	coefficient	NOUN
easat-5281	341	33	of	of	ADP
easat-5281	341	34	0.556	0.556	NUM
easat-5281	341	35	indicates	indicate	VERB
easat-5281	341	36	a	a	DET
easat-5281	341	37	strong	strong	ADJ
easat-5281	341	38	positive	positive	ADJ
easat-5281	341	39	association	association	NOUN
easat-5281	341	40	between	between	ADP
easat-5281	341	41	xb	xb	PROPN
easat-5281	341	42	and	and	CCONJ
easat-5281	341	43	y.	y.	PROPN
easat-5281	341	44	a	a	DET
easat-5281	341	45	very	very	ADV
easat-5281	341	46	low	low	ADJ
easat-5281	341	47	p	p	NOUN
easat-5281	341	48	-	-	PUNCT
easat-5281	341	49	value	value	NOUN
easat-5281	341	50	(	(	PUNCT
easat-5281	341	51	0.000	0.000	NUM
easat-5281	341	52	)	)	PUNCT
easat-5281	341	53	indicates	indicate	VERB
easat-5281	341	54	that	that	SCONJ
easat-5281	341	55	this	this	DET
easat-5281	341	56	relationship	relationship	NOUN
easat-5281	341	57	is	be	AUX
easat-5281	341	58	statistically	statistically	ADV
easat-5281	341	59	significant	significant	ADJ
easat-5281	341	60	.	.	PUNCT
easat-5281	342	1	this	this	PRON
easat-5281	342	2	means	mean	VERB
easat-5281	342	3	that	that	SCONJ
easat-5281	342	4	xb	xb	PROPN
easat-5281	342	5	is	be	AUX
easat-5281	342	6	a	a	DET
easat-5281	342	7	very	very	ADV
easat-5281	342	8	strong	strong	ADJ
easat-5281	342	9	predictor	predictor	NOUN
easat-5281	342	10	for	for	ADP
easat-5281	342	11	y	y	PROPN
easat-5281	342	12	,	,	PUNCT
easat-5281	342	13	consistent	consistent	ADJ
easat-5281	342	14	with	with	ADP
easat-5281	342	15	the	the	DET
easat-5281	342	16	also	also	ADV
easat-5281	342	17	large	large	ADJ
easat-5281	342	18	f	f	ADJ
easat-5281	342	19	-	-	PUNCT
easat-5281	342	20	square	square	ADJ
easat-5281	342	21	results	result	NOUN
easat-5281	342	22	for	for	ADP
easat-5281	342	23	this	this	DET
easat-5281	342	24	path	path	NOUN
easat-5281	342	25	.	.	PUNCT
easat-5281	343	1	•	•	NUM
easat-5281	343	2	y	y	PROPN
easat-5281	343	3	-	-	PUNCT
easat-5281	343	4	>	>	X
easat-5281	343	5	z	z	PROPN
easat-5281	343	6	(	(	PUNCT
easat-5281	343	7	coef	coef	X
easat-5281	343	8	=	=	NOUN
easat-5281	343	9	0.845	0.845	PROPN
easat-5281	343	10	,	,	PUNCT
easat-5281	343	11	p	p	X
easat-5281	343	12	=	=	NOUN
easat-5281	343	13	0.000	0.000	NUM
easat-5281	343	14	):	):	PUNCT
easat-5281	343	15	a	a	DET
easat-5281	343	16	coefficient	coefficient	NOUN
easat-5281	343	17	of	of	ADP
easat-5281	343	18	0.845	0.845	NUM
easat-5281	343	19	indicates	indicate	VERB
easat-5281	343	20	a	a	DET
easat-5281	343	21	very	very	ADV
easat-5281	343	22	strong	strong	ADJ
easat-5281	343	23	relationship	relationship	NOUN
easat-5281	343	24	between	between	ADP
easat-5281	343	25	y	y	PROPN
easat-5281	343	26	and	and	CCONJ
easat-5281	343	27	z.	z.	PROPN
easat-5281	343	28	a	a	DET
easat-5281	343	29	very	very	ADV
easat-5281	343	30	low	low	ADJ
easat-5281	343	31	p	p	NOUN
easat-5281	343	32	-	-	PUNCT
easat-5281	343	33	value	value	NOUN
easat-5281	343	34	(	(	PUNCT
easat-5281	343	35	0.000	0.000	NUM
easat-5281	343	36	)	)	PUNCT
easat-5281	343	37	indicates	indicate	VERB
easat-5281	343	38	that	that	SCONJ
easat-5281	343	39	this	this	DET
easat-5281	343	40	relationship	relationship	NOUN
easat-5281	343	41	is	be	AUX
easat-5281	343	42	statistically	statistically	ADV
easat-5281	343	43	significant	significant	ADJ
easat-5281	343	44	.	.	PUNCT
easat-5281	344	1	this	this	PRON
easat-5281	344	2	shows	show	VERB
easat-5281	344	3	that	that	SCONJ
easat-5281	344	4	y	y	PROPN
easat-5281	344	5	is	be	AUX
easat-5281	344	6	the	the	DET
easat-5281	344	7	dominant	dominant	ADJ
easat-5281	344	8	predictor	predictor	NOUN
easat-5281	344	9	of	of	ADP
easat-5281	344	10	z	z	PROPN
easat-5281	344	11	,	,	PUNCT
easat-5281	344	12	corresponding	correspond	VERB
easat-5281	344	13	to	to	ADP
easat-5281	344	14	a	a	DET
easat-5281	344	15	high	high	ADJ
easat-5281	344	16	r²	r²	NOUN
easat-5281	344	17	result	result	NOUN
easat-5281	344	18	for	for	ADP
easat-5281	344	19	z	z	PROPN
easat-5281	344	20	and	and	CCONJ
easat-5281	344	21	a	a	DET
easat-5281	344	22	very	very	ADV
easat-5281	344	23	large	large	ADJ
easat-5281	344	24	f	f	ADJ
easat-5281	344	25	-	-	PUNCT
easat-5281	344	26	square	square	ADJ
easat-5281	344	27	value	value	NOUN
easat-5281	344	28	for	for	ADP
easat-5281	344	29	this	this	DET
easat-5281	344	30	path	path	NOUN
easat-5281	344	31	.	.	PUNCT
easat-5281	345	1	in	in	ADP
easat-5281	345	2	structural	structural	ADJ
easat-5281	345	3	equation	equation	NOUN
easat-5281	345	4	modeling	modeling	NOUN
easat-5281	345	5	(	(	PUNCT
easat-5281	345	6	sem	sem	NOUN
easat-5281	345	7	)	)	PUNCT
easat-5281	345	8	,	,	PUNCT
easat-5281	345	9	path	path	NOUN
easat-5281	345	10	coefficients	coefficient	NOUN
easat-5281	345	11	serve	serve	VERB
easat-5281	345	12	as	as	ADP
easat-5281	345	13	key	key	ADJ
easat-5281	345	14	indicators	indicator	NOUN
easat-5281	345	15	for	for	ADP
easat-5281	345	16	understanding	understand	VERB
easat-5281	345	17	the	the	DET
easat-5281	345	18	strength	strength	NOUN
easat-5281	345	19	of	of	ADP
easat-5281	345	20	relationships	relationship	NOUN
easat-5281	345	21	between	between	ADP
easat-5281	345	22	variables	variable	NOUN
easat-5281	345	23	.	.	PUNCT
easat-5281	346	1	they	they	PRON
easat-5281	346	2	quantify	quantify	VERB
easat-5281	346	3	the	the	DET
easat-5281	346	4	direct	direct	ADJ
easat-5281	346	5	impact	impact	NOUN
easat-5281	346	6	one	one	NUM
easat-5281	346	7	variable	variable	NOUN
easat-5281	346	8	has	have	VERB
easat-5281	346	9	on	on	ADP
easat-5281	346	10	another	another	PRON
easat-5281	346	11	within	within	ADP
easat-5281	346	12	a	a	DET
easat-5281	346	13	model	model	NOUN
easat-5281	346	14	,	,	PUNCT
easat-5281	346	15	and	and	CCONJ
easat-5281	346	16	values	value	NOUN
easat-5281	346	17	typically	typically	ADV
easat-5281	346	18	range	range	VERB
easat-5281	346	19	between	between	ADP
easat-5281	346	20	-1	-1	PUNCT
easat-5281	346	21	and	and	CCONJ
easat-5281	346	22	1	1	NUM
easat-5281	346	23	.	.	X
easat-5281	346	24	positive	positive	ADJ
easat-5281	346	25	coefficients	coefficient	NOUN
easat-5281	346	26	suggest	suggest	VERB
easat-5281	346	27	a	a	DET
easat-5281	346	28	direct	direct	ADJ
easat-5281	346	29	positive	positive	ADJ
easat-5281	346	30	relationship	relationship	NOUN
easat-5281	346	31	,	,	PUNCT
easat-5281	346	32	while	while	SCONJ
easat-5281	346	33	negative	negative	ADJ
easat-5281	346	34	values	value	NOUN
easat-5281	346	35	indicate	indicate	VERB
easat-5281	346	36	an	an	DET
easat-5281	346	37	inverse	inverse	NOUN
easat-5281	346	38	relationship	relationship	NOUN
easat-5281	346	39	.	.	PUNCT
easat-5281	347	1	the	the	PRON
easat-5281	347	2	closer	close	ADV
easat-5281	347	3	the	the	DET
easat-5281	347	4	coefficient	coefficient	NOUN
easat-5281	347	5	is	be	AUX
easat-5281	347	6	to	to	ADP
easat-5281	347	7	1	1	NUM
easat-5281	347	8	(	(	PUNCT
easat-5281	347	9	or	or	CCONJ
easat-5281	347	10	-1	-1	ADP
easat-5281	347	11	)	)	PUNCT
easat-5281	347	12	,	,	PUNCT
easat-5281	347	13	the	the	PRON
easat-5281	347	14	stronger	strong	ADJ
easat-5281	347	15	the	the	DET
easat-5281	347	16	relationship	relationship	NOUN
easat-5281	347	17	.	.	PUNCT
easat-5281	348	1	however	however	ADV
easat-5281	348	2	,	,	PUNCT
easat-5281	348	3	this	this	DET
easat-5281	348	4	numerical	numerical	ADJ
easat-5281	348	5	relationship	relationship	NOUN
easat-5281	348	6	alone	alone	ADV
easat-5281	348	7	does	do	AUX
easat-5281	348	8	n't	not	PART
easat-5281	348	9	determine	determine	VERB
easat-5281	348	10	the	the	DET
easat-5281	348	11	significance	significance	NOUN
easat-5281	348	12	of	of	ADP
easat-5281	348	13	the	the	DET
easat-5281	348	14	effect	effect	NOUN
easat-5281	348	15	;	;	PUNCT
easat-5281	348	16	the	the	DET
easat-5281	348	17	accompanying	accompany	VERB
easat-5281	348	18	p	p	NOUN
easat-5281	348	19	-	-	PUNCT
easat-5281	348	20	values	value	NOUN
easat-5281	348	21	provide	provide	VERB
easat-5281	348	22	that	that	DET
easat-5281	348	23	insight	insight	NOUN
easat-5281	348	24	.	.	PUNCT
easat-5281	349	1	a	a	DET
easat-5281	349	2	pvalue	pvalue	NOUN
easat-5281	349	3	below	below	ADP
easat-5281	349	4	0.05	0.05	NUM
easat-5281	349	5	is	be	AUX
easat-5281	349	6	generally	generally	ADV
easat-5281	349	7	considered	consider	VERB
easat-5281	349	8	to	to	PART
easat-5281	349	9	indicate	indicate	VERB
easat-5281	349	10	statistical	statistical	ADJ
easat-5281	349	11	significance	significance	NOUN
easat-5281	349	12	,	,	PUNCT
easat-5281	349	13	meaning	mean	VERB
easat-5281	349	14	that	that	SCONJ
easat-5281	349	15	the	the	DET
easat-5281	349	16	relationship	relationship	NOUN
easat-5281	349	17	between	between	ADP
easat-5281	349	18	the	the	DET
easat-5281	349	19	variables	variable	NOUN
easat-5281	349	20	is	be	AUX
easat-5281	349	21	unlikely	unlikely	ADJ
easat-5281	349	22	to	to	PART
easat-5281	349	23	have	have	AUX
easat-5281	349	24	occurred	occur	VERB
easat-5281	349	25	by	by	ADP
easat-5281	349	26	chance	chance	NOUN
easat-5281	349	27	.	.	PUNCT
easat-5281	350	1	in	in	ADP
easat-5281	350	2	the	the	DET
easat-5281	350	3	case	case	NOUN
easat-5281	350	4	of	of	ADP
easat-5281	350	5	the	the	DET
easat-5281	350	6	relationship	relationship	NOUN
easat-5281	350	7	between	between	ADP
easat-5281	350	8	xa	xa	PROPN
easat-5281	350	9	and	and	CCONJ
easat-5281	350	10	y	y	PROPN
easat-5281	350	11	,	,	PUNCT
easat-5281	350	12	the	the	DET
easat-5281	350	13	path	path	NOUN
easat-5281	350	14	coefficient	coefficient	NOUN
easat-5281	350	15	of	of	ADP
easat-5281	350	16	0.135	0.135	NUM
easat-5281	350	17	indicates	indicate	VERB
easat-5281	350	18	a	a	DET
easat-5281	350	19	weak	weak	ADJ
easat-5281	350	20	positive	positive	ADJ
easat-5281	350	21	relationship	relationship	NOUN
easat-5281	350	22	between	between	ADP
easat-5281	350	23	the	the	DET
easat-5281	350	24	two	two	NUM
easat-5281	350	25	variables	variable	NOUN
easat-5281	350	26	.	.	PUNCT
easat-5281	351	1	a	a	DET
easat-5281	351	2	value	value	NOUN
easat-5281	351	3	closer	close	ADV
easat-5281	351	4	to	to	ADP
easat-5281	351	5	0	0	NUM
easat-5281	351	6	suggests	suggest	VERB
easat-5281	351	7	that	that	SCONJ
easat-5281	351	8	xa	xa	PROPN
easat-5281	351	9	has	have	VERB
easat-5281	351	10	a	a	DET
easat-5281	351	11	minimal	minimal	ADJ
easat-5281	351	12	direct	direct	ADJ
easat-5281	351	13	influence	influence	NOUN
easat-5281	351	14	on	on	ADP
easat-5281	351	15	y.	y.	PROPN
easat-5281	351	16	however	however	ADV
easat-5281	351	17	,	,	PUNCT
easat-5281	351	18	the	the	DET
easat-5281	351	19	more	more	ADV
easat-5281	351	20	critical	critical	ADJ
easat-5281	351	21	issue	issue	NOUN
easat-5281	351	22	is	be	AUX
easat-5281	351	23	the	the	DET
easat-5281	351	24	associated	associated	ADJ
easat-5281	351	25	p	p	NOUN
easat-5281	351	26	-	-	PUNCT
easat-5281	351	27	value	value	NOUN
easat-5281	351	28	of	of	ADP
easat-5281	351	29	0.091	0.091	NUM
easat-5281	351	30	.	.	PUNCT
easat-5281	352	1	since	since	SCONJ
easat-5281	352	2	this	this	PRON
easat-5281	352	3	is	be	AUX
easat-5281	352	4	greater	great	ADJ
easat-5281	352	5	than	than	ADP
easat-5281	352	6	the	the	DET
easat-5281	352	7	commonly	commonly	ADV
easat-5281	352	8	accepted	accept	VERB
easat-5281	352	9	significance	significance	NOUN
easat-5281	352	10	threshold	threshold	NOUN
easat-5281	352	11	of	of	ADP
easat-5281	352	12	0.05	0.05	NUM
easat-5281	352	13	,	,	PUNCT
easat-5281	352	14	the	the	DET
easat-5281	352	15	relationship	relationship	NOUN
easat-5281	352	16	between	between	ADP
easat-5281	352	17	xa	xa	PROPN
easat-5281	352	18	and	and	CCONJ
easat-5281	352	19	y	y	PROPN
easat-5281	352	20	is	be	AUX
easat-5281	352	21	not	not	PART
easat-5281	352	22	statistically	statistically	ADV
easat-5281	352	23	significant	significant	ADJ
easat-5281	352	24	.	.	PUNCT
easat-5281	353	1	in	in	ADP
easat-5281	353	2	practical	practical	ADJ
easat-5281	353	3	terms	term	NOUN
easat-5281	353	4	,	,	PUNCT
easat-5281	353	5	this	this	PRON
easat-5281	353	6	means	mean	VERB
easat-5281	353	7	that	that	SCONJ
easat-5281	353	8	while	while	SCONJ
easat-5281	353	9	there	there	PRON
easat-5281	353	10	is	be	VERB
easat-5281	353	11	a	a	DET
easat-5281	353	12	slight	slight	ADJ
easat-5281	353	13	positive	positive	ADJ
easat-5281	353	14	relationship	relationship	NOUN
easat-5281	353	15	between	between	ADP
easat-5281	353	16	xa	xa	PROPN
easat-5281	353	17	and	and	CCONJ
easat-5281	353	18	y	y	PROPN
easat-5281	353	19	,	,	PUNCT
easat-5281	353	20	the	the	DET
easat-5281	353	21	evidence	evidence	NOUN
easat-5281	353	22	is	be	AUX
easat-5281	353	23	not	not	PART
easat-5281	353	24	strong	strong	ADJ
easat-5281	353	25	enough	enough	ADV
easat-5281	353	26	to	to	PART
easat-5281	353	27	conclude	conclude	VERB
easat-5281	353	28	that	that	SCONJ
easat-5281	353	29	xa	xa	PROPN
easat-5281	353	30	has	have	VERB
easat-5281	353	31	a	a	DET
easat-5281	353	32	meaningful	meaningful	ADJ
easat-5281	353	33	impact	impact	NOUN
easat-5281	353	34	on	on	ADP
easat-5281	353	35	y	y	PROPN
easat-5281	353	36	in	in	ADP
easat-5281	353	37	the	the	DET
easat-5281	353	38	population	population	NOUN
easat-5281	353	39	being	be	AUX
easat-5281	353	40	studied	study	VERB
easat-5281	353	41	.	.	PUNCT
easat-5281	354	1	this	this	DET
easat-5281	354	2	finding	finding	NOUN
easat-5281	354	3	suggests	suggest	VERB
easat-5281	354	4	that	that	SCONJ
easat-5281	354	5	xa	xa	PROPN
easat-5281	354	6	may	may	AUX
easat-5281	354	7	not	not	PART
easat-5281	354	8	be	be	AUX
easat-5281	354	9	a	a	DET
easat-5281	354	10	reliable	reliable	ADJ
easat-5281	354	11	predictor	predictor	NOUN
easat-5281	354	12	of	of	ADP
easat-5281	354	13	y.	y.	PROPN
easat-5281	354	14	in	in	ADP
easat-5281	354	15	real	real	ADJ
easat-5281	354	16	-	-	PUNCT
easat-5281	354	17	world	world	NOUN
easat-5281	354	18	applications	application	NOUN
easat-5281	354	19	,	,	PUNCT
easat-5281	354	20	variables	variable	NOUN
easat-5281	354	21	like	like	ADP
easat-5281	354	22	xa	xa	PROPN
easat-5281	354	23	might	might	AUX
easat-5281	354	24	be	be	AUX
easat-5281	354	25	relevant	relevant	ADJ
easat-5281	354	26	but	but	CCONJ
easat-5281	354	27	could	could	AUX
easat-5281	354	28	require	require	VERB
easat-5281	354	29	further	further	ADJ
easat-5281	354	30	refinement	refinement	NOUN
easat-5281	354	31	,	,	PUNCT
easat-5281	354	32	such	such	ADJ
easat-5281	354	33	as	as	ADP
easat-5281	354	34	including	include	VERB
easat-5281	354	35	moderating	moderate	VERB
easat-5281	354	36	variables	variable	NOUN
easat-5281	354	37	or	or	CCONJ
easat-5281	354	38	exploring	explore	VERB
easat-5281	354	39	other	other	ADJ
easat-5281	354	40	potential	potential	ADJ
easat-5281	354	41	interactions	interaction	NOUN
easat-5281	354	42	,	,	PUNCT
easat-5281	354	43	to	to	PART
easat-5281	354	44	better	well	ADV
easat-5281	354	45	capture	capture	VERB
easat-5281	354	46	their	their	PRON
easat-5281	354	47	effect	effect	NOUN
easat-5281	354	48	on	on	ADP
easat-5281	354	49	y.	y.	NOUN
easat-5281	354	50	this	this	DET
easat-5281	354	51	lack	lack	NOUN
easat-5281	354	52	of	of	ADP
easat-5281	354	53	statistical	statistical	ADJ
easat-5281	354	54	significance	significance	NOUN
easat-5281	354	55	could	could	AUX
easat-5281	354	56	also	also	ADV
easat-5281	354	57	imply	imply	VERB
easat-5281	354	58	that	that	SCONJ
easat-5281	354	59	the	the	DET
easat-5281	354	60	sample	sample	NOUN
easat-5281	354	61	size	size	NOUN
easat-5281	354	62	was	be	AUX
easat-5281	354	63	too	too	ADV
easat-5281	354	64	small	small	ADJ
easat-5281	354	65	or	or	CCONJ
easat-5281	354	66	that	that	SCONJ
easat-5281	354	67	there	there	PRON
easat-5281	354	68	is	be	VERB
easat-5281	354	69	insufficient	insufficient	ADJ
easat-5281	354	70	variance	variance	NOUN
easat-5281	354	71	in	in	ADP
easat-5281	354	72	the	the	DET
easat-5281	354	73	data	datum	NOUN
easat-5281	354	74	for	for	SCONJ
easat-5281	354	75	xa	xa	PROPN
easat-5281	354	76	to	to	PART
easat-5281	354	77	demonstrate	demonstrate	VERB
easat-5281	354	78	its	its	PRON
easat-5281	354	79	true	true	ADJ
easat-5281	354	80	impact	impact	NOUN
easat-5281	354	81	on	on	ADP
easat-5281	354	82	y.	y.	NOUN
easat-5281	354	83	in	in	ADP
easat-5281	354	84	contrast	contrast	NOUN
easat-5281	354	85	,	,	PUNCT
easat-5281	354	86	the	the	DET
easat-5281	354	87	path	path	NOUN
easat-5281	354	88	between	between	ADP
easat-5281	354	89	xb	xb	PROPN
easat-5281	354	90	and	and	CCONJ
easat-5281	354	91	y	y	PROPN
easat-5281	354	92	presents	present	VERB
easat-5281	354	93	a	a	DET
easat-5281	354	94	much	much	ADV
easat-5281	354	95	different	different	ADJ
easat-5281	354	96	picture	picture	NOUN
easat-5281	354	97	.	.	PUNCT
easat-5281	355	1	with	with	ADP
easat-5281	355	2	a	a	DET
easat-5281	355	3	path	path	NOUN
easat-5281	355	4	coefficient	coefficient	NOUN
easat-5281	355	5	of	of	ADP
easat-5281	355	6	0.556	0.556	NUM
easat-5281	355	7	,	,	PUNCT
easat-5281	355	8	the	the	DET
easat-5281	355	9	model	model	NOUN
easat-5281	355	10	suggests	suggest	VERB
easat-5281	355	11	that	that	SCONJ
easat-5281	355	12	there	there	PRON
easat-5281	355	13	is	be	VERB
easat-5281	355	14	a	a	DET
easat-5281	355	15	strong	strong	ADJ
easat-5281	355	16	positive	positive	ADJ
easat-5281	355	17	relationship	relationship	NOUN
easat-5281	355	18	between	between	ADP
easat-5281	355	19	xb	xb	PROPN
easat-5281	355	20	and	and	CCONJ
easat-5281	355	21	y.	y.	PROPN
easat-5281	355	22	a	a	DET
easat-5281	355	23	coefficient	coefficient	NOUN
easat-5281	355	24	above	above	ADP
easat-5281	355	25	0.5	0.5	NUM
easat-5281	355	26	indicates	indicate	VERB
easat-5281	355	27	that	that	SCONJ
easat-5281	355	28	xb	xb	PROPN
easat-5281	355	29	has	have	VERB
easat-5281	355	30	a	a	DET
easat-5281	355	31	substantial	substantial	ADJ
easat-5281	355	32	influence	influence	NOUN
easat-5281	355	33	on	on	ADP
easat-5281	355	34	y	y	PROPN
easat-5281	355	35	,	,	PUNCT
easat-5281	355	36	suggesting	suggest	VERB
easat-5281	355	37	that	that	SCONJ
easat-5281	355	38	when	when	SCONJ
easat-5281	355	39	xb	xb	PROPN
easat-5281	355	40	increases	increase	VERB
easat-5281	355	41	,	,	PUNCT
easat-5281	355	42	y	y	PROPN
easat-5281	355	43	tends	tend	VERB
easat-5281	355	44	to	to	PART
easat-5281	355	45	increase	increase	VERB
easat-5281	355	46	as	as	ADV
easat-5281	355	47	well	well	ADV
easat-5281	355	48	.	.	PUNCT
easat-5281	356	1	more	more	ADV
easat-5281	356	2	importantly	importantly	ADV
easat-5281	356	3	,	,	PUNCT
easat-5281	356	4	the	the	DET
easat-5281	356	5	p	p	NOUN
easat-5281	356	6	-	-	PUNCT
easat-5281	356	7	value	value	NOUN
easat-5281	356	8	of	of	ADP
easat-5281	356	9	0.000	0.000	NUM
easat-5281	356	10	indicates	indicate	VERB
easat-5281	356	11	that	that	SCONJ
easat-5281	356	12	this	this	DET
easat-5281	356	13	relationship	relationship	NOUN
easat-5281	356	14	is	be	AUX
easat-5281	356	15	statistically	statistically	ADV
easat-5281	356	16	significant	significant	ADJ
easat-5281	356	17	.	.	PUNCT
easat-5281	357	1	with	with	ADP
easat-5281	357	2	a	a	DET
easat-5281	357	3	p	p	NOUN
easat-5281	357	4	-	-	PUNCT
easat-5281	357	5	value	value	NOUN
easat-5281	357	6	far	far	ADV
easat-5281	357	7	below	below	ADP
easat-5281	357	8	the	the	DET
easat-5281	357	9	0.05	0.05	NUM
easat-5281	357	10	threshold	threshold	NOUN
easat-5281	357	11	,	,	PUNCT
easat-5281	357	12	we	we	PRON
easat-5281	357	13	can	can	AUX
easat-5281	357	14	conclude	conclude	VERB
easat-5281	357	15	with	with	ADP
easat-5281	357	16	high	high	ADJ
easat-5281	357	17	confidence	confidence	NOUN
easat-5281	357	18	that	that	SCONJ
easat-5281	357	19	the	the	DET
easat-5281	357	20	relationship	relationship	NOUN
easat-5281	357	21	between	between	ADP
easat-5281	357	22	xb	xb	PROPN
easat-5281	357	23	and	and	CCONJ
easat-5281	357	24	y	y	PROPN
easat-5281	357	25	is	be	AUX
easat-5281	357	26	not	not	PART
easat-5281	357	27	due	due	ADJ
easat-5281	357	28	to	to	ADP
easat-5281	357	29	random	random	ADJ
easat-5281	357	30	chance	chance	NOUN
easat-5281	357	31	.	.	PUNCT
easat-5281	358	1	xb	xb	PROPN
easat-5281	358	2	serves	serve	VERB
easat-5281	358	3	as	as	ADP
easat-5281	358	4	a	a	DET
easat-5281	358	5	robust	robust	ADJ
easat-5281	358	6	predictor	predictor	NOUN
easat-5281	358	7	of	of	ADP
easat-5281	358	8	y	y	PROPN
easat-5281	358	9	,	,	PUNCT
easat-5281	358	10	and	and	CCONJ
easat-5281	358	11	its	its	PRON
easat-5281	358	12	effect	effect	NOUN
easat-5281	358	13	is	be	AUX
easat-5281	358	14	both	both	PRON
easat-5281	358	15	significant	significant	ADJ
easat-5281	358	16	and	and	CCONJ
easat-5281	358	17	substantial	substantial	ADJ
easat-5281	358	18	.	.	PUNCT
easat-5281	359	1	in	in	ADP
easat-5281	359	2	practical	practical	ADJ
easat-5281	359	3	applications	application	NOUN
easat-5281	359	4	,	,	PUNCT
easat-5281	359	5	this	this	DET
easat-5281	359	6	strong	strong	ADJ
easat-5281	359	7	association	association	NOUN
easat-5281	359	8	might	might	AUX
easat-5281	359	9	imply	imply	VERB
easat-5281	359	10	that	that	SCONJ
easat-5281	359	11	factors	factor	NOUN
easat-5281	359	12	represented	represent	VERB
easat-5281	359	13	by	by	ADP
easat-5281	359	14	xb	xb	PROPN
easat-5281	359	15	—	—	PUNCT
easat-5281	359	16	whether	whether	SCONJ
easat-5281	359	17	they	they	PRON
easat-5281	359	18	are	be	AUX
easat-5281	359	19	customer	customer	NOUN
easat-5281	359	20	behavior	behavior	NOUN
easat-5281	359	21	patterns	pattern	NOUN
easat-5281	359	22	,	,	PUNCT
easat-5281	359	23	market	market	NOUN
easat-5281	359	24	conditions	condition	NOUN
easat-5281	359	25	,	,	PUNCT
easat-5281	359	26	or	or	CCONJ
easat-5281	359	27	other	other	ADJ
easat-5281	359	28	influences	influence	NOUN
easat-5281	359	29	—	—	PUNCT
easat-5281	359	30	are	be	AUX
easat-5281	359	31	critical	critical	ADJ
easat-5281	359	32	drivers	driver	NOUN
easat-5281	359	33	of	of	ADP
easat-5281	359	34	the	the	DET
easat-5281	359	35	outcome	outcome	NOUN
easat-5281	359	36	represented	represent	VERB
easat-5281	359	37	by	by	ADP
easat-5281	359	38	y.	y.	PROPN
easat-5281	359	39	this	this	DET
easat-5281	359	40	result	result	NOUN
easat-5281	359	41	aligns	align	VERB
easat-5281	359	42	with	with	SCONJ
easat-5281	359	43	the	the	DET
easat-5281	359	44	large	large	ADJ
easat-5281	359	45	f²	f²	NOUN
easat-5281	359	46	value	value	NOUN
easat-5281	359	47	previously	previously	ADV
easat-5281	359	48	discussed	discuss	VERB
easat-5281	359	49	,	,	PUNCT
easat-5281	359	50	which	which	PRON
easat-5281	359	51	also	also	ADV
easat-5281	359	52	showed	show	VERB
easat-5281	359	53	that	that	SCONJ
easat-5281	359	54	xb	xb	PROPN
easat-5281	359	55	contributes	contribute	VERB
easat-5281	359	56	a	a	DET
easat-5281	359	57	considerable	considerable	ADJ
easat-5281	359	58	amount	amount	NOUN
easat-5281	359	59	to	to	ADP
easat-5281	359	60	the	the	DET
easat-5281	359	61	variance	variance	NOUN
easat-5281	359	62	explained	explain	VERB
easat-5281	359	63	in	in	ADP
easat-5281	359	64	y.	y.	PROPN
easat-5281	359	65	organizations	organization	NOUN
easat-5281	359	66	or	or	CCONJ
easat-5281	359	67	decision	decision	NOUN
easat-5281	359	68	-	-	PUNCT
easat-5281	359	69	makers	maker	NOUN
easat-5281	359	70	could	could	AUX
easat-5281	359	71	focus	focus	VERB
easat-5281	359	72	on	on	ADP
easat-5281	359	73	improving	improve	VERB
easat-5281	359	74	or	or	CCONJ
easat-5281	359	75	leveraging	leverage	VERB
easat-5281	359	76	xb	xb	ADJ
easat-5281	359	77	-	-	PUNCT
easat-5281	359	78	related	relate	VERB
easat-5281	359	79	activities	activity	NOUN
easat-5281	359	80	to	to	PART
easat-5281	359	81	directly	directly	ADV
easat-5281	359	82	influence	influence	VERB
easat-5281	359	83	the	the	DET
easat-5281	359	84	outcome	outcome	NOUN
easat-5281	359	85	y.	y.	NOUN
easat-5281	359	86	the	the	DET
easat-5281	359	87	path	path	NOUN
easat-5281	359	88	coefficient	coefficient	NOUN
easat-5281	359	89	between	between	ADP
easat-5281	359	90	y	y	PROPN
easat-5281	359	91	and	and	CCONJ
easat-5281	359	92	z	z	PROPN
easat-5281	359	93	is	be	AUX
easat-5281	359	94	the	the	DET
easat-5281	359	95	strongest	strong	ADJ
easat-5281	359	96	among	among	ADP
easat-5281	359	97	the	the	DET
easat-5281	359	98	relationships	relationship	NOUN
easat-5281	359	99	considered	consider	VERB
easat-5281	359	100	,	,	PUNCT
easat-5281	359	101	with	with	ADP
easat-5281	359	102	a	a	DET
easat-5281	359	103	value	value	NOUN
easat-5281	359	104	of	of	ADP
easat-5281	359	105	0.845	0.845	NUM
easat-5281	359	106	.	.	PUNCT
easat-5281	360	1	this	this	DET
easat-5281	360	2	nearperfect	nearperfect	NOUN
easat-5281	360	3	coefficient	coefficient	NOUN
easat-5281	360	4	suggests	suggest	VERB
easat-5281	360	5	a	a	DET
easat-5281	360	6	very	very	ADV
easat-5281	360	7	strong	strong	ADJ
easat-5281	360	8	positive	positive	ADJ
easat-5281	360	9	relationship	relationship	NOUN
easat-5281	360	10	between	between	ADP
easat-5281	360	11	y	y	PROPN
easat-5281	360	12	and	and	CCONJ
easat-5281	360	13	z.	z.	PROPN
easat-5281	360	14	as	as	SCONJ
easat-5281	360	15	y	y	PROPN
easat-5281	360	16	increases	increase	VERB
easat-5281	360	17	,	,	PUNCT
easat-5281	360	18	z	z	NOUN
easat-5281	360	19	increases	increase	VERB
easat-5281	360	20	as	as	ADV
easat-5281	360	21	well	well	ADV
easat-5281	360	22	,	,	PUNCT
easat-5281	360	23	and	and	CCONJ
easat-5281	360	24	the	the	DET
easat-5281	360	25	strength	strength	NOUN
easat-5281	360	26	of	of	ADP
easat-5281	360	27	this	this	DET
easat-5281	360	28	relationship	relationship	NOUN
easat-5281	360	29	is	be	AUX
easat-5281	360	30	unusually	unusually	ADV
easat-5281	360	31	high	high	ADJ
easat-5281	360	32	.	.	PUNCT
easat-5281	361	1	furthermore	furthermore	ADV
easat-5281	361	2	,	,	PUNCT
easat-5281	361	3	the	the	DET
easat-5281	361	4	associated	associated	ADJ
easat-5281	361	5	p	p	NOUN
easat-5281	361	6	-	-	PUNCT
easat-5281	361	7	value	value	NOUN
easat-5281	361	8	of	of	ADP
easat-5281	361	9	0.000	0.000	NUM
easat-5281	361	10	reinforces	reinforce	VERB
easat-5281	361	11	the	the	DET
easat-5281	361	12	significance	significance	NOUN
easat-5281	361	13	of	of	ADP
easat-5281	361	14	this	this	DET
easat-5281	361	15	relationship	relationship	NOUN
easat-5281	361	16	.	.	PUNCT
easat-5281	362	1	given	give	VERB
easat-5281	362	2	the	the	DET
easat-5281	362	3	p	p	NOUN
easat-5281	362	4	-	-	PUNCT
easat-5281	362	5	value	value	NOUN
easat-5281	362	6	is	be	AUX
easat-5281	362	7	well	well	ADV
easat-5281	362	8	below	below	ADP
easat-5281	362	9	the	the	DET
easat-5281	362	10	0.05	0.05	NUM
easat-5281	362	11	cutoff	cutoff	NOUN
easat-5281	362	12	,	,	PUNCT
easat-5281	362	13	we	we	PRON
easat-5281	362	14	can	can	AUX
easat-5281	362	15	confidently	confidently	ADV
easat-5281	362	16	say	say	VERB
easat-5281	362	17	that	that	SCONJ
easat-5281	362	18	y	y	PROPN
easat-5281	362	19	is	be	AUX
easat-5281	362	20	a	a	DET
easat-5281	362	21	dominant	dominant	ADJ
easat-5281	362	22	predictor	predictor	NOUN
easat-5281	362	23	of	of	ADP
easat-5281	362	24	z	z	PROPN
easat-5281	362	25	,	,	PUNCT
easat-5281	362	26	and	and	CCONJ
easat-5281	362	27	this	this	DET
easat-5281	362	28	relationship	relationship	NOUN
easat-5281	362	29	is	be	AUX
easat-5281	362	30	statistically	statistically	ADV
easat-5281	362	31	significant	significant	ADJ
easat-5281	362	32	.	.	PUNCT
easat-5281	363	1	this	this	DET
easat-5281	363	2	finding	finding	NOUN
easat-5281	363	3	is	be	AUX
easat-5281	363	4	consistent	consistent	ADJ
easat-5281	363	5	with	with	ADP
easat-5281	363	6	both	both	CCONJ
easat-5281	363	7	the	the	DET
easat-5281	363	8	high	high	ADJ
easat-5281	363	9	r²	r²	NOUN
easat-5281	363	10	value	value	NOUN
easat-5281	363	11	for	for	ADP
easat-5281	363	12	z	z	PROPN
easat-5281	363	13	and	and	CCONJ
easat-5281	363	14	the	the	DET
easat-5281	363	15	large	large	ADJ
easat-5281	363	16	f²	f²	NOUN
easat-5281	363	17	value	value	NOUN
easat-5281	363	18	discussed	discuss	VERB
easat-5281	363	19	earlier	early	ADV
easat-5281	363	20	,	,	PUNCT
easat-5281	363	21	both	both	PRON
easat-5281	363	22	of	of	ADP
easat-5281	363	23	which	which	PRON
easat-5281	363	24	indicate	indicate	VERB
easat-5281	363	25	that	that	SCONJ
easat-5281	363	26	y	y	PROPN
easat-5281	363	27	explains	explain	VERB
easat-5281	363	28	a	a	DET
easat-5281	363	29	significant	significant	ADJ
easat-5281	363	30	portion	portion	NOUN
easat-5281	363	31	of	of	ADP
easat-5281	363	32	the	the	DET
easat-5281	363	33	variance	variance	NOUN
easat-5281	363	34	in	in	ADP
easat-5281	363	35	z.	z.	PROPN
easat-5281	363	36	in	in	ADP
easat-5281	363	37	practice	practice	NOUN
easat-5281	363	38	,	,	PUNCT
easat-5281	363	39	this	this	PRON
easat-5281	363	40	could	could	AUX
easat-5281	363	41	mean	mean	VERB
easat-5281	363	42	that	that	SCONJ
easat-5281	363	43	the	the	DET
easat-5281	363	44	factors	factor	NOUN
easat-5281	363	45	represented	represent	VERB
easat-5281	363	46	by	by	ADP
easat-5281	363	47	y	y	PROPN
easat-5281	363	48	are	be	AUX
easat-5281	363	49	critical	critical	ADJ
easat-5281	363	50	for	for	ADP
easat-5281	363	51	understanding	understanding	NOUN
easat-5281	363	52	and	and	CCONJ
easat-5281	363	53	predicting	predict	VERB
easat-5281	363	54	z.	z.	PROPN
easat-5281	363	55	for	for	ADP
easat-5281	363	56	example	example	NOUN
easat-5281	363	57	,	,	PUNCT
easat-5281	363	58	if	if	SCONJ
easat-5281	363	59	y	y	PROPN
easat-5281	363	60	represents	represent	VERB
easat-5281	363	61	customer	customer	NOUN
easat-5281	363	62	satisfaction	satisfaction	NOUN
easat-5281	363	63	and	and	CCONJ
easat-5281	363	64	z	z	NOUN
easat-5281	363	65	represents	represent	VERB
easat-5281	363	66	677	677	NUM
easat-5281	363	67	edelweiss	edelweiss	PROPN
easat-5281	363	68	applied	apply	VERB
easat-5281	363	69	science	science	NOUN
easat-5281	363	70	and	and	CCONJ
easat-5281	363	71	technology	technology	NOUN
easat-5281	363	72	issn	issn	PROPN
easat-5281	363	73	:	:	PUNCT
easat-5281	363	74	2576	2576	NUM
easat-5281	363	75	-	-	SYM
easat-5281	363	76	8484	8484	NUM
easat-5281	363	77	vol	vol	NOUN
easat-5281	363	78	.	.	PROPN
easat-5281	364	1	9	9	NUM
easat-5281	364	2	,	,	PUNCT
easat-5281	364	3	no	no	INTJ
easat-5281	364	4	.	.	NOUN
easat-5281	365	1	3	3	NUM
easat-5281	365	2	:	:	PUNCT
easat-5281	365	3	660	660	NUM
easat-5281	365	4	-	-	NUM
easat-5281	365	5	679	679	NUM
easat-5281	365	6	,	,	PUNCT
easat-5281	365	7	2025	2025	NUM
easat-5281	365	8	doi	doi	NOUN
easat-5281	365	9	:	:	PUNCT
easat-5281	365	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	365	11	©	©	ADP
easat-5281	365	12	2025	2025	NUM
easat-5281	365	13	by	by	ADP
easat-5281	365	14	the	the	DET
easat-5281	365	15	authors	author	NOUN
easat-5281	365	16	;	;	PUNCT
easat-5281	365	17	licensee	licensee	PROPN
easat-5281	365	18	learning	learning	NOUN
easat-5281	365	19	gate	gate	NOUN
easat-5281	365	20	customer	customer	NOUN
easat-5281	365	21	loyalty	loyalty	NOUN
easat-5281	365	22	,	,	PUNCT
easat-5281	365	23	then	then	ADV
easat-5281	365	24	improving	improve	VERB
easat-5281	365	25	satisfaction	satisfaction	NOUN
easat-5281	365	26	would	would	AUX
easat-5281	365	27	have	have	VERB
easat-5281	365	28	a	a	DET
easat-5281	365	29	profound	profound	ADJ
easat-5281	365	30	impact	impact	NOUN
easat-5281	365	31	on	on	ADP
easat-5281	365	32	loyalty	loyalty	NOUN
easat-5281	365	33	.	.	PUNCT
easat-5281	366	1	this	this	DET
easat-5281	366	2	result	result	NOUN
easat-5281	366	3	suggests	suggest	VERB
easat-5281	366	4	that	that	SCONJ
easat-5281	366	5	efforts	effort	NOUN
easat-5281	366	6	to	to	PART
easat-5281	366	7	influence	influence	VERB
easat-5281	366	8	z	z	NOUN
easat-5281	366	9	should	should	AUX
easat-5281	366	10	be	be	AUX
easat-5281	366	11	heavily	heavily	ADV
easat-5281	366	12	concentrated	concentrated	ADJ
easat-5281	366	13	on	on	ADP
easat-5281	366	14	improving	improve	VERB
easat-5281	366	15	y	y	PROPN
easat-5281	366	16	,	,	PUNCT
easat-5281	366	17	as	as	SCONJ
easat-5281	366	18	y	y	PROPN
easat-5281	366	19	appears	appear	VERB
easat-5281	366	20	to	to	PART
easat-5281	366	21	be	be	AUX
easat-5281	366	22	the	the	DET
easat-5281	366	23	primary	primary	ADJ
easat-5281	366	24	driver	driver	NOUN
easat-5281	366	25	of	of	ADP
easat-5281	366	26	changes	change	NOUN
easat-5281	366	27	in	in	ADP
easat-5281	366	28	z.	z.	PROPN
easat-5281	366	29	together	together	ADV
easat-5281	366	30	,	,	PUNCT
easat-5281	366	31	these	these	DET
easat-5281	366	32	path	path	NOUN
easat-5281	366	33	coefficients	coefficient	NOUN
easat-5281	366	34	and	and	CCONJ
easat-5281	366	35	p	p	NOUN
easat-5281	366	36	-	-	PUNCT
easat-5281	366	37	values	value	NOUN
easat-5281	366	38	provide	provide	VERB
easat-5281	366	39	a	a	DET
easat-5281	366	40	comprehensive	comprehensive	ADJ
easat-5281	366	41	picture	picture	NOUN
easat-5281	366	42	of	of	ADP
easat-5281	366	43	the	the	DET
easat-5281	366	44	relationships	relationship	NOUN
easat-5281	366	45	in	in	ADP
easat-5281	366	46	this	this	DET
easat-5281	366	47	model	model	NOUN
easat-5281	366	48	.	.	PUNCT
easat-5281	367	1	the	the	DET
easat-5281	367	2	relationship	relationship	NOUN
easat-5281	367	3	between	between	ADP
easat-5281	367	4	xa	xa	PROPN
easat-5281	367	5	and	and	CCONJ
easat-5281	367	6	y	y	PROPN
easat-5281	367	7	is	be	AUX
easat-5281	367	8	weak	weak	ADJ
easat-5281	367	9	and	and	CCONJ
easat-5281	367	10	not	not	PART
easat-5281	367	11	statistically	statistically	ADV
easat-5281	367	12	significant	significant	ADJ
easat-5281	367	13	,	,	PUNCT
easat-5281	367	14	indicating	indicate	VERB
easat-5281	367	15	that	that	SCONJ
easat-5281	367	16	xa	xa	PROPN
easat-5281	367	17	may	may	AUX
easat-5281	367	18	not	not	PART
easat-5281	367	19	play	play	VERB
easat-5281	367	20	a	a	DET
easat-5281	367	21	meaningful	meaningful	ADJ
easat-5281	367	22	role	role	NOUN
easat-5281	367	23	in	in	ADP
easat-5281	367	24	influencing	influence	VERB
easat-5281	367	25	y	y	PROPN
easat-5281	367	26	,	,	PUNCT
easat-5281	367	27	or	or	CCONJ
easat-5281	367	28	at	at	ADP
easat-5281	367	29	least	least	ADJ
easat-5281	367	30	that	that	SCONJ
easat-5281	367	31	its	its	PRON
easat-5281	367	32	effect	effect	NOUN
easat-5281	367	33	is	be	AUX
easat-5281	367	34	not	not	PART
easat-5281	367	35	robust	robust	ADJ
easat-5281	367	36	in	in	ADP
easat-5281	367	37	this	this	DET
easat-5281	367	38	context	context	NOUN
easat-5281	367	39	.	.	PUNCT
easat-5281	368	1	on	on	ADP
easat-5281	368	2	the	the	DET
easat-5281	368	3	other	other	ADJ
easat-5281	368	4	hand	hand	NOUN
easat-5281	368	5	,	,	PUNCT
easat-5281	368	6	xb	xb	PROPN
easat-5281	368	7	has	have	VERB
easat-5281	368	8	a	a	DET
easat-5281	368	9	strong	strong	ADJ
easat-5281	368	10	,	,	PUNCT
easat-5281	368	11	significant	significant	ADJ
easat-5281	368	12	relationship	relationship	NOUN
easat-5281	368	13	with	with	ADP
easat-5281	368	14	y	y	PROPN
easat-5281	368	15	,	,	PUNCT
easat-5281	368	16	suggesting	suggest	VERB
easat-5281	368	17	that	that	SCONJ
easat-5281	368	18	xb	xb	PROPN
easat-5281	368	19	is	be	AUX
easat-5281	368	20	a	a	DET
easat-5281	368	21	major	major	ADJ
easat-5281	368	22	predictor	predictor	NOUN
easat-5281	368	23	of	of	ADP
easat-5281	368	24	the	the	DET
easat-5281	368	25	outcome	outcome	NOUN
easat-5281	368	26	variable	variable	NOUN
easat-5281	368	27	.	.	PUNCT
easat-5281	369	1	the	the	DET
easat-5281	369	2	relationship	relationship	NOUN
easat-5281	369	3	between	between	ADP
easat-5281	369	4	y	y	PROPN
easat-5281	369	5	and	and	CCONJ
easat-5281	369	6	z	z	PROPN
easat-5281	369	7	is	be	AUX
easat-5281	369	8	even	even	ADV
easat-5281	369	9	stronger	strong	ADJ
easat-5281	369	10	,	,	PUNCT
easat-5281	369	11	indicating	indicate	VERB
easat-5281	369	12	that	that	SCONJ
easat-5281	369	13	y	y	PROPN
easat-5281	369	14	plays	play	VERB
easat-5281	369	15	a	a	DET
easat-5281	369	16	crucial	crucial	ADJ
easat-5281	369	17	role	role	NOUN
easat-5281	369	18	in	in	ADP
easat-5281	369	19	determining	determine	VERB
easat-5281	369	20	z.	z.	PROPN
easat-5281	369	21	these	these	DET
easat-5281	369	22	findings	finding	NOUN
easat-5281	369	23	suggest	suggest	VERB
easat-5281	369	24	that	that	SCONJ
easat-5281	369	25	,	,	PUNCT
easat-5281	369	26	for	for	ADP
easat-5281	369	27	decision	decision	NOUN
easat-5281	369	28	-	-	PUNCT
easat-5281	369	29	makers	maker	NOUN
easat-5281	369	30	or	or	CCONJ
easat-5281	369	31	researchers	researcher	NOUN
easat-5281	369	32	,	,	PUNCT
easat-5281	369	33	it	it	PRON
easat-5281	369	34	would	would	AUX
easat-5281	369	35	be	be	AUX
easat-5281	369	36	more	more	ADV
easat-5281	369	37	productive	productive	ADJ
easat-5281	369	38	to	to	PART
easat-5281	369	39	focus	focus	VERB
easat-5281	369	40	efforts	effort	NOUN
easat-5281	369	41	on	on	ADP
easat-5281	369	42	variables	variable	NOUN
easat-5281	369	43	xb	xb	PROPN
easat-5281	369	44	and	and	CCONJ
easat-5281	369	45	y	y	PROPN
easat-5281	369	46	,	,	PUNCT
easat-5281	369	47	as	as	SCONJ
easat-5281	369	48	they	they	PRON
easat-5281	369	49	have	have	VERB
easat-5281	369	50	the	the	DET
easat-5281	369	51	most	most	ADV
easat-5281	369	52	substantial	substantial	ADJ
easat-5281	369	53	and	and	CCONJ
easat-5281	369	54	statistically	statistically	ADV
easat-5281	369	55	significant	significant	ADJ
easat-5281	369	56	effects	effect	NOUN
easat-5281	369	57	in	in	ADP
easat-5281	369	58	this	this	DET
easat-5281	369	59	model	model	NOUN
easat-5281	369	60	.	.	PUNCT
easat-5281	370	1	xa	xa	PROPN
easat-5281	370	2	,	,	PUNCT
easat-5281	370	3	while	while	SCONJ
easat-5281	370	4	exhibiting	exhibit	VERB
easat-5281	370	5	a	a	DET
easat-5281	370	6	positive	positive	ADJ
easat-5281	370	7	relationship	relationship	NOUN
easat-5281	370	8	,	,	PUNCT
easat-5281	370	9	does	do	AUX
easat-5281	370	10	not	not	PART
easat-5281	370	11	appear	appear	VERB
easat-5281	370	12	to	to	PART
easat-5281	370	13	be	be	AUX
easat-5281	370	14	as	as	ADV
easat-5281	370	15	influential	influential	ADJ
easat-5281	370	16	or	or	CCONJ
easat-5281	370	17	reliable	reliable	ADJ
easat-5281	370	18	as	as	ADP
easat-5281	370	19	a	a	DET
easat-5281	370	20	predictor	predictor	NOUN
easat-5281	370	21	.	.	PUNCT
easat-5281	371	1	this	this	PRON
easat-5281	371	2	might	might	AUX
easat-5281	371	3	indicate	indicate	VERB
easat-5281	371	4	that	that	SCONJ
easat-5281	371	5	xa	xa	PROPN
easat-5281	371	6	is	be	AUX
easat-5281	371	7	a	a	DET
easat-5281	371	8	less	less	ADV
easat-5281	371	9	relevant	relevant	ADJ
easat-5281	371	10	factor	factor	NOUN
easat-5281	371	11	or	or	CCONJ
easat-5281	371	12	that	that	SCONJ
easat-5281	371	13	its	its	PRON
easat-5281	371	14	role	role	NOUN
easat-5281	371	15	is	be	AUX
easat-5281	371	16	contingent	contingent	ADJ
easat-5281	371	17	upon	upon	SCONJ
easat-5281	371	18	other	other	ADJ
easat-5281	371	19	conditions	condition	NOUN
easat-5281	371	20	not	not	PART
easat-5281	371	21	captured	capture	VERB
easat-5281	371	22	in	in	ADP
easat-5281	371	23	the	the	DET
easat-5281	371	24	current	current	ADJ
easat-5281	371	25	model	model	NOUN
easat-5281	371	26	.	.	PUNCT
easat-5281	372	1	the	the	DET
easat-5281	372	2	insights	insight	NOUN
easat-5281	372	3	derived	derive	VERB
easat-5281	372	4	from	from	ADP
easat-5281	372	5	this	this	DET
easat-5281	372	6	analysis	analysis	NOUN
easat-5281	372	7	also	also	ADV
easat-5281	372	8	provide	provide	VERB
easat-5281	372	9	avenues	avenue	NOUN
easat-5281	372	10	for	for	ADP
easat-5281	372	11	further	further	ADJ
easat-5281	372	12	investigation	investigation	NOUN
easat-5281	372	13	.	.	PUNCT
easat-5281	373	1	for	for	ADP
easat-5281	373	2	xa	xa	PROPN
easat-5281	373	3	,	,	PUNCT
easat-5281	373	4	future	future	ADJ
easat-5281	373	5	research	research	NOUN
easat-5281	373	6	might	might	AUX
easat-5281	373	7	consider	consider	VERB
easat-5281	373	8	whether	whether	SCONJ
easat-5281	373	9	additional	additional	ADJ
easat-5281	373	10	moderating	moderating	NOUN
easat-5281	373	11	variables	variable	NOUN
easat-5281	373	12	or	or	CCONJ
easat-5281	373	13	alternative	alternative	ADJ
easat-5281	373	14	measurement	measurement	NOUN
easat-5281	373	15	techniques	technique	NOUN
easat-5281	373	16	could	could	AUX
easat-5281	373	17	reveal	reveal	VERB
easat-5281	373	18	a	a	DET
easat-5281	373	19	more	more	ADV
easat-5281	373	20	significant	significant	ADJ
easat-5281	373	21	relationship	relationship	NOUN
easat-5281	373	22	.	.	PUNCT
easat-5281	374	1	alternatively	alternatively	ADV
easat-5281	374	2	,	,	PUNCT
easat-5281	374	3	xa	xa	PROPN
easat-5281	374	4	might	might	AUX
easat-5281	374	5	simply	simply	ADV
easat-5281	374	6	be	be	AUX
easat-5281	374	7	less	less	ADV
easat-5281	374	8	relevant	relevant	ADJ
easat-5281	374	9	in	in	ADP
easat-5281	374	10	the	the	DET
easat-5281	374	11	context	context	NOUN
easat-5281	374	12	of	of	ADP
easat-5281	374	13	this	this	DET
easat-5281	374	14	specific	specific	ADJ
easat-5281	374	15	study	study	NOUN
easat-5281	374	16	and	and	CCONJ
easat-5281	374	17	could	could	AUX
easat-5281	374	18	be	be	AUX
easat-5281	374	19	deprioritized	deprioritize	VERB
easat-5281	374	20	in	in	ADP
easat-5281	374	21	favour	favour	NOUN
easat-5281	374	22	of	of	ADP
easat-5281	374	23	other	other	ADJ
easat-5281	374	24	predictors	predictor	NOUN
easat-5281	374	25	.	.	PUNCT
easat-5281	375	1	for	for	ADP
easat-5281	375	2	xb	xb	PROPN
easat-5281	375	3	and	and	CCONJ
easat-5281	375	4	y	y	PROPN
easat-5281	375	5	,	,	PUNCT
easat-5281	375	6	these	these	DET
easat-5281	375	7	findings	finding	NOUN
easat-5281	375	8	support	support	VERB
easat-5281	375	9	their	their	PRON
easat-5281	375	10	role	role	NOUN
easat-5281	375	11	as	as	ADP
easat-5281	375	12	critical	critical	ADJ
easat-5281	375	13	factors	factor	NOUN
easat-5281	375	14	in	in	ADP
easat-5281	375	15	the	the	DET
easat-5281	375	16	model	model	NOUN
easat-5281	375	17	.	.	PUNCT
easat-5281	376	1	future	future	ADJ
easat-5281	376	2	research	research	NOUN
easat-5281	376	3	could	could	AUX
easat-5281	376	4	explore	explore	VERB
easat-5281	376	5	the	the	DET
easat-5281	376	6	mechanisms	mechanism	NOUN
easat-5281	376	7	by	by	ADP
easat-5281	376	8	which	which	PRON
easat-5281	376	9	xb	xb	PROPN
easat-5281	376	10	exerts	exert	VERB
easat-5281	376	11	its	its	PRON
easat-5281	376	12	influence	influence	NOUN
easat-5281	376	13	on	on	ADP
easat-5281	376	14	y	y	PROPN
easat-5281	376	15	,	,	PUNCT
easat-5281	376	16	potentially	potentially	ADV
easat-5281	376	17	examining	examine	VERB
easat-5281	376	18	whether	whether	SCONJ
easat-5281	376	19	xb	xb	PROPN
easat-5281	376	20	has	have	VERB
easat-5281	376	21	direct	direct	ADJ
easat-5281	376	22	or	or	CCONJ
easat-5281	376	23	indirect	indirect	ADJ
easat-5281	376	24	effects	effect	NOUN
easat-5281	376	25	on	on	ADP
easat-5281	376	26	z.	z.	PROPN
easat-5281	376	27	additionally	additionally	ADV
easat-5281	376	28	,	,	PUNCT
easat-5281	376	29	the	the	DET
easat-5281	376	30	strong	strong	ADJ
easat-5281	376	31	relationship	relationship	NOUN
easat-5281	376	32	between	between	ADP
easat-5281	376	33	y	y	PROPN
easat-5281	376	34	and	and	CCONJ
easat-5281	376	35	z	z	PROPN
easat-5281	376	36	opens	open	VERB
easat-5281	376	37	opportunities	opportunity	NOUN
easat-5281	376	38	to	to	PART
easat-5281	376	39	explore	explore	VERB
easat-5281	376	40	other	other	ADJ
easat-5281	376	41	mediating	mediate	VERB
easat-5281	376	42	factors	factor	NOUN
easat-5281	376	43	or	or	CCONJ
easat-5281	376	44	to	to	PART
easat-5281	376	45	generalize	generalize	VERB
easat-5281	376	46	these	these	DET
easat-5281	376	47	findings	finding	NOUN
easat-5281	376	48	across	across	ADP
easat-5281	376	49	different	different	ADJ
easat-5281	376	50	contexts	contexts	NOUN
easat-5281	376	51	,	,	PUNCT
easat-5281	376	52	industries	industry	NOUN
easat-5281	376	53	,	,	PUNCT
easat-5281	376	54	or	or	CCONJ
easat-5281	376	55	populations	population	NOUN
easat-5281	376	56	.	.	PUNCT
easat-5281	377	1	in	in	ADP
easat-5281	377	2	conclusion	conclusion	NOUN
easat-5281	377	3	,	,	PUNCT
easat-5281	377	4	path	path	NOUN
easat-5281	377	5	coefficients	coefficient	NOUN
easat-5281	377	6	and	and	CCONJ
easat-5281	377	7	their	their	PRON
easat-5281	377	8	accompanying	accompanying	ADJ
easat-5281	377	9	p	p	NOUN
easat-5281	377	10	-	-	PUNCT
easat-5281	377	11	values	value	NOUN
easat-5281	377	12	offer	offer	VERB
easat-5281	377	13	a	a	DET
easat-5281	377	14	robust	robust	ADJ
easat-5281	377	15	method	method	NOUN
easat-5281	377	16	for	for	ADP
easat-5281	377	17	understanding	understand	VERB
easat-5281	377	18	the	the	DET
easat-5281	377	19	relationships	relationship	NOUN
easat-5281	377	20	between	between	ADP
easat-5281	377	21	variables	variable	NOUN
easat-5281	377	22	in	in	ADP
easat-5281	377	23	structural	structural	ADJ
easat-5281	377	24	equation	equation	NOUN
easat-5281	377	25	modelling	modelling	NOUN
easat-5281	377	26	.	.	PUNCT
easat-5281	378	1	in	in	ADP
easat-5281	378	2	this	this	DET
easat-5281	378	3	study	study	NOUN
easat-5281	378	4	,	,	PUNCT
easat-5281	378	5	the	the	DET
easat-5281	378	6	data	datum	NOUN
easat-5281	378	7	shows	show	VERB
easat-5281	378	8	that	that	SCONJ
easat-5281	378	9	xb	xb	PROPN
easat-5281	378	10	and	and	CCONJ
easat-5281	378	11	y	y	PROPN
easat-5281	378	12	are	be	AUX
easat-5281	378	13	the	the	DET
easat-5281	378	14	most	most	ADV
easat-5281	378	15	influential	influential	ADJ
easat-5281	378	16	predictors	predictor	NOUN
easat-5281	378	17	in	in	ADP
easat-5281	378	18	the	the	DET
easat-5281	378	19	model	model	NOUN
easat-5281	378	20	,	,	PUNCT
easat-5281	378	21	while	while	SCONJ
easat-5281	378	22	xa	xa	PROPN
easat-5281	378	23	exhibits	exhibit	VERB
easat-5281	378	24	a	a	DET
easat-5281	378	25	weaker	weak	ADJ
easat-5281	378	26	and	and	CCONJ
easat-5281	378	27	non	non	ADJ
easat-5281	378	28	-	-	ADJ
easat-5281	378	29	significant	significant	ADJ
easat-5281	378	30	effect	effect	NOUN
easat-5281	378	31	.	.	PUNCT
easat-5281	379	1	these	these	DET
easat-5281	379	2	findings	finding	NOUN
easat-5281	379	3	provide	provide	VERB
easat-5281	379	4	valuable	valuable	ADJ
easat-5281	379	5	insights	insight	NOUN
easat-5281	379	6	for	for	ADP
easat-5281	379	7	both	both	CCONJ
easat-5281	379	8	theoretical	theoretical	ADJ
easat-5281	379	9	development	development	NOUN
easat-5281	379	10	and	and	CCONJ
easat-5281	379	11	practical	practical	ADJ
easat-5281	379	12	applications	application	NOUN
easat-5281	379	13	,	,	PUNCT
easat-5281	379	14	especially	especially	ADV
easat-5281	379	15	for	for	ADP
easat-5281	379	16	improving	improve	VERB
easat-5281	379	17	outcomes	outcome	NOUN
easat-5281	379	18	related	relate	VERB
easat-5281	379	19	to	to	ADP
easat-5281	379	20	variables	variable	NOUN
easat-5281	379	21	y	y	PROPN
easat-5281	379	22	and	and	CCONJ
easat-5281	379	23	z.	z.	PROPN
easat-5281	379	24	5	5	NUM
easat-5281	379	25	.	.	PUNCT
easat-5281	379	26	conclusion	conclusion	VERB
easat-5281	379	27	the	the	DET
easat-5281	379	28	results	result	NOUN
easat-5281	379	29	of	of	ADP
easat-5281	379	30	the	the	DET
easat-5281	379	31	data	datum	NOUN
easat-5281	379	32	analysis	analysis	NOUN
easat-5281	379	33	have	have	AUX
easat-5281	379	34	shown	show	VERB
easat-5281	379	35	that	that	SCONJ
easat-5281	379	36	ewom	ewom	NOUN
easat-5281	379	37	has	have	VERB
easat-5281	379	38	a	a	DET
easat-5281	379	39	positive	positive	ADJ
easat-5281	379	40	but	but	CCONJ
easat-5281	379	41	weak	weak	ADJ
easat-5281	379	42	and	and	CCONJ
easat-5281	379	43	insignificant	insignificant	ADJ
easat-5281	379	44	effect	effect	NOUN
easat-5281	379	45	on	on	ADP
easat-5281	379	46	the	the	DET
easat-5281	379	47	purchasing	purchase	VERB
easat-5281	379	48	decision	decision	NOUN
easat-5281	379	49	.	.	PUNCT
easat-5281	380	1	this	this	PRON
easat-5281	380	2	indicates	indicate	VERB
easat-5281	380	3	that	that	SCONJ
easat-5281	380	4	the	the	DET
easat-5281	380	5	concept	concept	NOUN
easat-5281	380	6	of	of	ADP
easat-5281	380	7	ewom	ewom	NOUN
easat-5281	380	8	remains	remain	VERB
easat-5281	380	9	relevant	relevant	ADJ
easat-5281	380	10	in	in	ADP
easat-5281	380	11	the	the	DET
easat-5281	380	12	context	context	NOUN
easat-5281	380	13	of	of	ADP
easat-5281	380	14	digital	digital	ADJ
easat-5281	380	15	marketing	marketing	NOUN
easat-5281	380	16	,	,	PUNCT
easat-5281	380	17	where	where	SCONJ
easat-5281	380	18	positive	positive	ADJ
easat-5281	380	19	reviews	review	NOUN
easat-5281	380	20	can	can	AUX
easat-5281	380	21	help	help	VERB
easat-5281	380	22	enhance	enhance	VERB
easat-5281	380	23	product	product	NOUN
easat-5281	380	24	credibility	credibility	NOUN
easat-5281	380	25	and	and	CCONJ
easat-5281	380	26	generate	generate	VERB
easat-5281	380	27	initial	initial	ADJ
easat-5281	380	28	interest	interest	NOUN
easat-5281	380	29	from	from	ADP
easat-5281	380	30	consumers	consumer	NOUN
easat-5281	380	31	.	.	PUNCT
easat-5281	381	1	meanwhile	meanwhile	ADV
easat-5281	381	2	product	product	NOUN
easat-5281	381	3	innovation	innovation	NOUN
easat-5281	381	4	plays	play	VERB
easat-5281	381	5	an	an	DET
easat-5281	381	6	important	important	ADJ
easat-5281	381	7	role	role	NOUN
easat-5281	381	8	in	in	ADP
easat-5281	381	9	purchasing	purchasing	NOUN
easat-5281	381	10	decisions	decision	NOUN
easat-5281	381	11	,	,	PUNCT
easat-5281	381	12	because	because	SCONJ
easat-5281	381	13	the	the	DET
easat-5281	381	14	results	result	NOUN
easat-5281	381	15	of	of	ADP
easat-5281	381	16	this	this	DET
easat-5281	381	17	study	study	NOUN
easat-5281	381	18	show	show	VERB
easat-5281	381	19	that	that	SCONJ
easat-5281	381	20	product	product	NOUN
easat-5281	381	21	innovation	innovation	NOUN
easat-5281	381	22	has	have	VERB
easat-5281	381	23	a	a	DET
easat-5281	381	24	significant	significant	ADJ
easat-5281	381	25	influence	influence	NOUN
easat-5281	381	26	on	on	ADP
easat-5281	381	27	purchasing	purchasing	NOUN
easat-5281	381	28	decisions	decision	NOUN
easat-5281	381	29	.	.	PUNCT
easat-5281	382	1	practically	practically	ADV
easat-5281	382	2	,	,	PUNCT
easat-5281	382	3	these	these	DET
easat-5281	382	4	findings	finding	NOUN
easat-5281	382	5	can	can	AUX
easat-5281	382	6	provide	provide	VERB
easat-5281	382	7	guidance	guidance	NOUN
easat-5281	382	8	to	to	ADP
easat-5281	382	9	marketers	marketer	NOUN
easat-5281	382	10	to	to	PART
easat-5281	382	11	focus	focus	VERB
easat-5281	382	12	more	more	ADV
easat-5281	382	13	on	on	ADP
easat-5281	382	14	developing	develop	VERB
easat-5281	382	15	product	product	NOUN
easat-5281	382	16	innovation	innovation	NOUN
easat-5281	382	17	in	in	ADP
easat-5281	382	18	order	order	NOUN
easat-5281	382	19	to	to	PART
easat-5281	382	20	increase	increase	VERB
easat-5281	382	21	consumer	consumer	NOUN
easat-5281	382	22	loyalty	loyalty	NOUN
easat-5281	382	23	to	to	ADP
easat-5281	382	24	the	the	DET
easat-5281	382	25	iswhite	iswhite	ADJ
easat-5281	382	26	body	body	NOUN
easat-5281	382	27	care	care	NOUN
easat-5281	382	28	brand	brand	NOUN
easat-5281	382	29	in	in	ADP
easat-5281	382	30	online	online	ADJ
easat-5281	382	31	sales	sale	NOUN
easat-5281	382	32	channels	channel	NOUN
easat-5281	382	33	.	.	PUNCT
easat-5281	383	1	on	on	ADP
easat-5281	383	2	the	the	DET
easat-5281	383	3	other	other	ADJ
easat-5281	383	4	hand	hand	NOUN
easat-5281	383	5	,	,	PUNCT
easat-5281	383	6	purchasing	purchase	VERB
easat-5281	383	7	decisions	decision	NOUN
easat-5281	383	8	also	also	ADV
easat-5281	383	9	have	have	VERB
easat-5281	383	10	a	a	DET
easat-5281	383	11	significant	significant	ADJ
easat-5281	383	12	influence	influence	NOUN
easat-5281	383	13	on	on	ADP
easat-5281	383	14	consumer	consumer	NOUN
easat-5281	383	15	loyalty	loyalty	NOUN
easat-5281	383	16	.	.	PUNCT
easat-5281	384	1	this	this	DET
easat-5281	384	2	statement	statement	NOUN
easat-5281	384	3	confirms	confirm	VERB
easat-5281	384	4	that	that	SCONJ
easat-5281	384	5	purchasing	purchase	VERB
easat-5281	384	6	decisions	decision	NOUN
easat-5281	384	7	strongly	strongly	ADV
easat-5281	384	8	influence	influence	VERB
easat-5281	384	9	the	the	DET
easat-5281	384	10	level	level	NOUN
easat-5281	384	11	of	of	ADP
easat-5281	384	12	consumer	consumer	NOUN
easat-5281	384	13	loyalty	loyalty	NOUN
easat-5281	384	14	to	to	PART
easat-5281	384	15	iswhite	iswhite	VERB
easat-5281	384	16	body	body	NOUN
easat-5281	384	17	care	care	NOUN
easat-5281	384	18	products	product	NOUN
easat-5281	384	19	on	on	ADP
easat-5281	384	20	the	the	DET
easat-5281	384	21	shopee	shopee	NOUN
easat-5281	384	22	e	e	PROPN
easat-5281	384	23	-	-	PROPN
easat-5281	384	24	commerce	commerce	NOUN
easat-5281	384	25	platform	platform	NOUN
easat-5281	384	26	.	.	PUNCT
easat-5281	385	1	so	so	ADV
easat-5281	385	2	,	,	PUNCT
easat-5281	385	3	it	it	PRON
easat-5281	385	4	can	can	AUX
easat-5281	385	5	be	be	AUX
easat-5281	385	6	concluded	conclude	VERB
easat-5281	385	7	that	that	SCONJ
easat-5281	385	8	both	both	DET
easat-5281	385	9	ewom	ewom	NOUN
easat-5281	385	10	variable	variable	NOUN
easat-5281	385	11	is	be	AUX
easat-5281	385	12	not	not	PART
easat-5281	385	13	have	have	VERB
easat-5281	385	14	an	an	DET
easat-5281	385	15	impact	impact	NOUN
easat-5281	385	16	but	but	CCONJ
easat-5281	385	17	product	product	NOUN
easat-5281	385	18	innovation	innovation	NOUN
easat-5281	385	19	variable	variable	NOUN
easat-5281	385	20	have	have	VERB
easat-5281	385	21	a	a	DET
easat-5281	385	22	strong	strong	ADJ
easat-5281	385	23	influence	influence	NOUN
easat-5281	385	24	on	on	ADP
easat-5281	385	25	purchasing	purchasing	NOUN
easat-5281	385	26	decisions	decision	NOUN
easat-5281	385	27	,	,	PUNCT
easat-5281	385	28	and	and	CCONJ
easat-5281	385	29	purchasing	purchase	VERB
easat-5281	385	30	decision	decision	NOUN
easat-5281	385	31	variables	variable	NOUN
easat-5281	385	32	have	have	VERB
easat-5281	385	33	a	a	DET
easat-5281	385	34	strong	strong	ADJ
easat-5281	385	35	influence	influence	NOUN
easat-5281	385	36	on	on	ADP
easat-5281	385	37	consumer	consumer	NOUN
easat-5281	385	38	loyalty	loyalty	NOUN
easat-5281	385	39	.	.	PUNCT
easat-5281	386	1	transparency	transparency	NOUN
easat-5281	386	2	:	:	PUNCT
easat-5281	386	3	the	the	DET
easat-5281	386	4	authors	author	NOUN
easat-5281	386	5	confirm	confirm	VERB
easat-5281	386	6	that	that	SCONJ
easat-5281	386	7	the	the	DET
easat-5281	386	8	manuscript	manuscript	NOUN
easat-5281	386	9	is	be	AUX
easat-5281	386	10	an	an	DET
easat-5281	386	11	honest	honest	ADJ
easat-5281	386	12	,	,	PUNCT
easat-5281	386	13	accurate	accurate	ADJ
easat-5281	386	14	,	,	PUNCT
easat-5281	386	15	and	and	CCONJ
easat-5281	386	16	transparent	transparent	ADJ
easat-5281	386	17	account	account	NOUN
easat-5281	386	18	of	of	ADP
easat-5281	386	19	the	the	DET
easat-5281	386	20	study	study	NOUN
easat-5281	386	21	;	;	PUNCT
easat-5281	386	22	that	that	SCONJ
easat-5281	386	23	no	no	DET
easat-5281	386	24	vital	vital	ADJ
easat-5281	386	25	features	feature	NOUN
easat-5281	386	26	of	of	ADP
easat-5281	386	27	the	the	DET
easat-5281	386	28	study	study	NOUN
easat-5281	386	29	have	have	AUX
easat-5281	386	30	been	be	AUX
easat-5281	386	31	omitted	omit	VERB
easat-5281	386	32	;	;	PUNCT
easat-5281	386	33	and	and	CCONJ
easat-5281	386	34	that	that	SCONJ
easat-5281	386	35	any	any	DET
easat-5281	386	36	discrepancies	discrepancy	NOUN
easat-5281	386	37	from	from	ADP
easat-5281	386	38	the	the	DET
easat-5281	386	39	study	study	NOUN
easat-5281	386	40	as	as	SCONJ
easat-5281	386	41	planned	plan	VERB
easat-5281	386	42	have	have	AUX
easat-5281	386	43	been	be	AUX
easat-5281	386	44	explained	explain	VERB
easat-5281	386	45	.	.	PUNCT
easat-5281	387	1	this	this	DET
easat-5281	387	2	study	study	NOUN
easat-5281	387	3	followed	follow	VERB
easat-5281	387	4	all	all	DET
easat-5281	387	5	ethical	ethical	ADJ
easat-5281	387	6	practices	practice	NOUN
easat-5281	387	7	during	during	ADP
easat-5281	387	8	writing	writing	NOUN
easat-5281	387	9	.	.	PUNCT
easat-5281	388	1	678	678	NUM
easat-5281	388	2	edelweiss	edelweiss	PROPN
easat-5281	388	3	applied	apply	VERB
easat-5281	388	4	science	science	NOUN
easat-5281	388	5	and	and	CCONJ
easat-5281	388	6	technology	technology	NOUN
easat-5281	388	7	issn	issn	PROPN
easat-5281	388	8	:	:	PUNCT
easat-5281	388	9	2576	2576	NUM
easat-5281	388	10	-	-	SYM
easat-5281	388	11	8484	8484	NUM
easat-5281	388	12	vol	vol	NOUN
easat-5281	388	13	.	.	PROPN
easat-5281	389	1	9	9	NUM
easat-5281	389	2	,	,	PUNCT
easat-5281	389	3	no	no	INTJ
easat-5281	389	4	.	.	NOUN
easat-5281	390	1	3	3	NUM
easat-5281	390	2	:	:	PUNCT
easat-5281	390	3	660	660	NUM
easat-5281	390	4	-	-	NUM
easat-5281	390	5	679	679	NUM
easat-5281	390	6	,	,	PUNCT
easat-5281	390	7	2025	2025	NUM
easat-5281	390	8	doi	doi	NOUN
easat-5281	390	9	:	:	PUNCT
easat-5281	390	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	390	11	©	©	ADP
easat-5281	390	12	2025	2025	NUM
easat-5281	390	13	by	by	ADP
easat-5281	390	14	the	the	DET
easat-5281	390	15	authors	author	NOUN
easat-5281	390	16	;	;	PUNCT
easat-5281	391	1	licensee	licensee	PROPN
easat-5281	391	2	learning	learn	VERB
easat-5281	391	3	gate	gate	NOUN
easat-5281	391	4	copyright	copyright	NOUN
easat-5281	391	5	:	:	PUNCT
easat-5281	391	6	©	©	PROPN
easat-5281	391	7	2025	2025	NUM
easat-5281	391	8	by	by	ADP
easat-5281	391	9	the	the	DET
easat-5281	391	10	authors	author	NOUN
easat-5281	391	11	.	.	PUNCT
easat-5281	392	1	this	this	DET
easat-5281	392	2	open	open	ADJ
easat-5281	392	3	-	-	PUNCT
easat-5281	392	4	access	access	NOUN
easat-5281	392	5	article	article	NOUN
easat-5281	392	6	is	be	AUX
easat-5281	392	7	distributed	distribute	VERB
easat-5281	392	8	under	under	ADP
easat-5281	392	9	the	the	DET
easat-5281	392	10	terms	term	NOUN
easat-5281	392	11	and	and	CCONJ
easat-5281	392	12	conditions	condition	NOUN
easat-5281	392	13	of	of	ADP
easat-5281	392	14	the	the	DET
easat-5281	392	15	creative	creative	ADJ
easat-5281	392	16	commons	common	NOUN
easat-5281	392	17	attribution	attribution	NOUN
easat-5281	392	18	(	(	PUNCT
easat-5281	392	19	cc	cc	NOUN
easat-5281	392	20	by	by	ADP
easat-5281	392	21	)	)	PUNCT
easat-5281	392	22	license	license	NOUN
easat-5281	392	23	(	(	PUNCT
easat-5281	392	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5281	392	25	)	)	PUNCT
easat-5281	392	26	.	.	PUNCT
easat-5281	393	1	references	reference	NOUN
easat-5281	393	2	[	[	X
easat-5281	393	3	1	1	NUM
easat-5281	393	4	]	]	PUNCT
easat-5281	394	1	b.	b.	PROPN
easat-5281	394	2	kovarik	kovarik	PROPN
easat-5281	394	3	,	,	PUNCT
easat-5281	394	4	revolutions	revolution	NOUN
easat-5281	394	5	in	in	ADP
easat-5281	394	6	communication	communication	NOUN
easat-5281	394	7	:	:	PUNCT
easat-5281	394	8	media	medium	NOUN
easat-5281	394	9	history	history	NOUN
easat-5281	394	10	from	from	ADP
easat-5281	394	11	gutenberg	gutenberg	PROPN
easat-5281	394	12	to	to	ADP
easat-5281	394	13	the	the	DET
easat-5281	394	14	digital	digital	ADJ
easat-5281	394	15	age	age	NOUN
easat-5281	394	16	.	.	PUNCT
easat-5281	395	1	usa	usa	PROPN
easat-5281	395	2	:	:	PUNCT
easat-5281	395	3	bloomsbury	bloomsbury	NOUN
easat-5281	395	4	publishing	publishing	NOUN
easat-5281	395	5	,	,	PUNCT
easat-5281	395	6	2015	2015	NUM
easat-5281	395	7	.	.	PUNCT
easat-5281	396	1	[	[	X
easat-5281	396	2	2	2	X
easat-5281	396	3	]	]	X
easat-5281	396	4	d.	d.	PROPN
easat-5281	396	5	l.	l.	PROPN
easat-5281	396	6	mothersbaugh	mothersbaugh	PROPN
easat-5281	396	7	and	and	CCONJ
easat-5281	396	8	d.	d.	PROPN
easat-5281	396	9	i.	i.	PROPN
easat-5281	396	10	hawkins	hawkins	PROPN
easat-5281	396	11	,	,	PUNCT
easat-5281	396	12	consumer	consumer	NOUN
easat-5281	396	13	behavior	behavior	NOUN
easat-5281	396	14	:	:	PUNCT
easat-5281	396	15	building	build	VERB
easat-5281	396	16	marketing	marketing	NOUN
easat-5281	396	17	strategy	strategy	NOUN
easat-5281	396	18	,	,	PUNCT
easat-5281	396	19	13th	13th	NOUN
easat-5281	396	20	ed	ed	NOUN
easat-5281	396	21	.	.	PUNCT
easat-5281	397	1	new	new	PROPN
easat-5281	397	2	york	york	PROPN
easat-5281	397	3	:	:	PUNCT
easat-5281	397	4	mcgrawhill	mcgrawhill	PROPN
easat-5281	397	5	,	,	PUNCT
easat-5281	397	6	2016	2016	NUM
easat-5281	397	7	.	.	PUNCT
easat-5281	398	1	[	[	X
easat-5281	398	2	3	3	X
easat-5281	398	3	]	]	PUNCT
easat-5281	398	4	s.	s.	PROPN
easat-5281	398	5	w.	w.	PROPN
easat-5281	398	6	litvin	litvin	PROPN
easat-5281	398	7	,	,	PUNCT
easat-5281	398	8	r.	r.	PROPN
easat-5281	398	9	e.	e.	PROPN
easat-5281	398	10	goldsmith	goldsmith	PROPN
easat-5281	398	11	,	,	PUNCT
easat-5281	398	12	and	and	CCONJ
easat-5281	398	13	b.	b.	PROPN
easat-5281	398	14	pan	pan	PROPN
easat-5281	398	15	,	,	PUNCT
easat-5281	398	16	"	"	PUNCT
easat-5281	398	17	electronic	electronic	ADJ
easat-5281	398	18	word	word	NOUN
easat-5281	398	19	-	-	PUNCT
easat-5281	398	20	of	of	ADP
easat-5281	398	21	-	-	PUNCT
easat-5281	398	22	mouth	mouth	NOUN
easat-5281	398	23	in	in	ADP
easat-5281	398	24	hospitality	hospitality	NOUN
easat-5281	398	25	and	and	CCONJ
easat-5281	398	26	tourism	tourism	NOUN
easat-5281	398	27	management	management	NOUN
easat-5281	398	28	,	,	PUNCT
easat-5281	398	29	"	"	PUNCT
easat-5281	398	30	tourism	tourism	NOUN
easat-5281	398	31	management	management	NOUN
easat-5281	398	32	,	,	PUNCT
easat-5281	398	33	vol	vol	NOUN
easat-5281	398	34	.	.	PROPN
easat-5281	398	35	29	29	NUM
easat-5281	398	36	,	,	PUNCT
easat-5281	398	37	no	no	INTJ
easat-5281	398	38	.	.	NOUN
easat-5281	398	39	3	3	NUM
easat-5281	398	40	,	,	PUNCT
easat-5281	398	41	pp	pp	ADJ
easat-5281	398	42	.	.	PUNCT
easat-5281	399	1	458	458	NUM
easat-5281	399	2	-	-	SYM
easat-5281	399	3	468	468	NUM
easat-5281	399	4	,	,	PUNCT
easat-5281	399	5	2008	2008	NUM
easat-5281	399	6	.	.	PUNCT
easat-5281	400	1	https://doi.org/10.1016/j.tourman.2007.05.011	https://doi.org/10.1016/j.tourman.2007.05.011	PROPN
easat-5281	400	2	[	[	X
easat-5281	400	3	4	4	X
easat-5281	400	4	]	]	PUNCT
easat-5281	400	5	p.	p.	NOUN
easat-5281	400	6	kotler	kotler	PROPN
easat-5281	400	7	and	and	CCONJ
easat-5281	400	8	g.	g.	PROPN
easat-5281	400	9	amstrong	amstrong	PROPN
easat-5281	400	10	,	,	PUNCT
easat-5281	400	11	principles	principle	NOUN
easat-5281	400	12	of	of	ADP
easat-5281	400	13	marketing	marketing	NOUN
easat-5281	400	14	,	,	PUNCT
easat-5281	400	15	15th	15th	ADJ
easat-5281	400	16	ed	ed	NOUN
easat-5281	400	17	.	.	PUNCT
easat-5281	401	1	boston	boston	PROPN
easat-5281	401	2	,	,	PUNCT
easat-5281	401	3	ma	ma	PROPN
easat-5281	401	4	:	:	PUNCT
easat-5281	401	5	pearson	pearson	PROPN
easat-5281	401	6	,	,	PUNCT
easat-5281	401	7	2018	2018	NUM
easat-5281	401	8	.	.	PUNCT
easat-5281	402	1	[	[	X
easat-5281	402	2	5	5	X
easat-5281	402	3	]	]	PUNCT
easat-5281	402	4	t.	t.	PROPN
easat-5281	402	5	w.	w.	PROPN
easat-5281	402	6	gruen	gruen	PROPN
easat-5281	402	7	,	,	PUNCT
easat-5281	402	8	t.	t.	PROPN
easat-5281	402	9	osmonbekov	osmonbekov	PROPN
easat-5281	402	10	,	,	PUNCT
easat-5281	402	11	and	and	CCONJ
easat-5281	402	12	a.	a.	PROPN
easat-5281	402	13	j.	j.	PROPN
easat-5281	402	14	czaplewski	czaplewski	PROPN
easat-5281	402	15	,	,	PUNCT
easat-5281	402	16	"	"	PUNCT
easat-5281	402	17	ewom	ewom	NOUN
easat-5281	402	18	:	:	PUNCT
easat-5281	402	19	the	the	DET
easat-5281	402	20	impact	impact	NOUN
easat-5281	402	21	of	of	ADP
easat-5281	402	22	customer	customer	NOUN
easat-5281	402	23	-	-	PUNCT
easat-5281	402	24	to	to	ADP
easat-5281	402	25	-	-	PUNCT
easat-5281	402	26	customer	customer	NOUN
easat-5281	402	27	online	online	ADJ
easat-5281	402	28	know	know	NOUN
easat-5281	402	29	-	-	PUNCT
easat-5281	402	30	how	how	SCONJ
easat-5281	402	31	exchange	exchange	NOUN
easat-5281	402	32	on	on	ADP
easat-5281	402	33	customer	customer	NOUN
easat-5281	402	34	value	value	NOUN
easat-5281	402	35	and	and	CCONJ
easat-5281	402	36	loyalty	loyalty	NOUN
easat-5281	402	37	,	,	PUNCT
easat-5281	402	38	"	"	PUNCT
easat-5281	402	39	journal	journal	NOUN
easat-5281	402	40	of	of	ADP
easat-5281	402	41	business	business	NOUN
easat-5281	402	42	research	research	NOUN
easat-5281	402	43	,	,	PUNCT
easat-5281	402	44	vol	vol	NOUN
easat-5281	402	45	.	.	PROPN
easat-5281	402	46	59	59	NUM
easat-5281	402	47	,	,	PUNCT
easat-5281	402	48	no	no	INTJ
easat-5281	402	49	.	.	NOUN
easat-5281	402	50	4	4	NUM
easat-5281	402	51	,	,	PUNCT
easat-5281	402	52	pp	pp	ADJ
easat-5281	402	53	.	.	PUNCT
easat-5281	403	1	449	449	NUM
easat-5281	403	2	-	-	NUM
easat-5281	403	3	456	456	NUM
easat-5281	403	4	,	,	PUNCT
easat-5281	403	5	2006	2006	NUM
easat-5281	403	6	.	.	PUNCT
easat-5281	404	1	https://doi.org/https://doi.org/10.1016/j.jbusres.2005.10.004	https://doi.org/https://doi.org/10.1016/j.jbusres.2005.10.004	NOUN
easat-5281	405	1	[	[	X
easat-5281	405	2	6	6	X
easat-5281	405	3	]	]	PUNCT
easat-5281	405	4	s.	s.	PROPN
easat-5281	405	5	sen	sen	PROPN
easat-5281	405	6	and	and	CCONJ
easat-5281	405	7	d.	d.	PROPN
easat-5281	405	8	lerman	lerman	PROPN
easat-5281	405	9	,	,	PUNCT
easat-5281	405	10	"	"	PUNCT
easat-5281	405	11	why	why	SCONJ
easat-5281	405	12	are	be	AUX
easat-5281	405	13	you	you	PRON
easat-5281	405	14	telling	tell	VERB
easat-5281	405	15	me	i	PRON
easat-5281	405	16	this	this	PRON
easat-5281	405	17	?	?	PUNCT
easat-5281	406	1	an	an	DET
easat-5281	406	2	examination	examination	NOUN
easat-5281	406	3	into	into	ADP
easat-5281	406	4	negative	negative	ADJ
easat-5281	406	5	consumer	consumer	NOUN
easat-5281	406	6	reviews	review	NOUN
easat-5281	406	7	on	on	ADP
easat-5281	406	8	the	the	DET
easat-5281	406	9	web	web	NOUN
easat-5281	406	10	,	,	PUNCT
easat-5281	406	11	"	"	PUNCT
easat-5281	406	12	journal	journal	NOUN
easat-5281	406	13	of	of	ADP
easat-5281	406	14	interactive	interactive	ADJ
easat-5281	406	15	marketing	marketing	NOUN
easat-5281	406	16	,	,	PUNCT
easat-5281	406	17	vol	vol	NOUN
easat-5281	406	18	.	.	PROPN
easat-5281	406	19	21	21	NUM
easat-5281	406	20	,	,	PUNCT
easat-5281	406	21	no	no	INTJ
easat-5281	406	22	.	.	NOUN
easat-5281	406	23	4	4	NUM
easat-5281	406	24	,	,	PUNCT
easat-5281	406	25	pp	pp	ADJ
easat-5281	406	26	.	.	PUNCT
easat-5281	407	1	76	76	NUM
easat-5281	407	2	-	-	SYM
easat-5281	407	3	94	94	NUM
easat-5281	407	4	,	,	PUNCT
easat-5281	407	5	2007	2007	NUM
easat-5281	407	6	.	.	PUNCT
easat-5281	408	1	https://doi.org/10.1002/dir.20090	https://doi.org/10.1002/dir.20090	PROPN
easat-5281	409	1	[	[	X
easat-5281	409	2	7	7	NUM
easat-5281	409	3	]	]	X
easat-5281	409	4	c.	c.	PROPN
easat-5281	409	5	m.	m.	PROPN
easat-5281	409	6	cheung	cheung	PROPN
easat-5281	409	7	and	and	CCONJ
easat-5281	409	8	d.	d.	PROPN
easat-5281	409	9	r.	r.	PROPN
easat-5281	409	10	thadani	thadani	PROPN
easat-5281	409	11	,	,	PUNCT
easat-5281	409	12	"	"	PUNCT
easat-5281	409	13	the	the	DET
easat-5281	409	14	impact	impact	NOUN
easat-5281	409	15	of	of	ADP
easat-5281	409	16	electronic	electronic	ADJ
easat-5281	409	17	word	word	NOUN
easat-5281	409	18	-	-	PUNCT
easat-5281	409	19	of	of	ADP
easat-5281	409	20	-	-	PUNCT
easat-5281	409	21	mouth	mouth	NOUN
easat-5281	409	22	communication	communication	NOUN
easat-5281	409	23	:	:	PUNCT
easat-5281	409	24	a	a	DET
easat-5281	409	25	literature	literature	NOUN
easat-5281	409	26	analysis	analysis	NOUN
easat-5281	409	27	and	and	CCONJ
easat-5281	409	28	integrative	integrative	ADJ
easat-5281	409	29	model	model	NOUN
easat-5281	409	30	,	,	PUNCT
easat-5281	409	31	"	"	PUNCT
easat-5281	409	32	decision	decision	NOUN
easat-5281	409	33	support	support	NOUN
easat-5281	409	34	systems	system	NOUN
easat-5281	409	35	,	,	PUNCT
easat-5281	409	36	vol	vol	NOUN
easat-5281	409	37	.	.	PROPN
easat-5281	409	38	54	54	NUM
easat-5281	409	39	,	,	PUNCT
easat-5281	409	40	no	no	INTJ
easat-5281	409	41	.	.	NOUN
easat-5281	409	42	1	1	NUM
easat-5281	409	43	,	,	PUNCT
easat-5281	409	44	pp	pp	ADJ
easat-5281	409	45	.	.	PUNCT
easat-5281	410	1	461	461	NUM
easat-5281	410	2	-	-	SYM
easat-5281	410	3	470	470	NUM
easat-5281	410	4	,	,	PUNCT
easat-5281	410	5	2012	2012	NUM
easat-5281	410	6	.	.	PUNCT
easat-5281	411	1	https://doi.org/https://doi.org/10.1016/j.dss.2012.06.008	https://doi.org/https://doi.org/10.1016/j.dss.2012.06.008	PROPN
easat-5281	411	2	[	[	X
easat-5281	411	3	8	8	NUM
easat-5281	411	4	]	]	X
easat-5281	411	5	e.	e.	PROPN
easat-5281	411	6	ismagilova	ismagilova	PROPN
easat-5281	411	7	,	,	PUNCT
easat-5281	411	8	y.	y.	PROPN
easat-5281	411	9	k.	k.	PROPN
easat-5281	411	10	dwivedi	dwivedi	PROPN
easat-5281	411	11	,	,	PUNCT
easat-5281	411	12	e.	e.	PROPN
easat-5281	411	13	slade	slade	PROPN
easat-5281	411	14	,	,	PUNCT
easat-5281	411	15	and	and	CCONJ
easat-5281	411	16	m.	m.	PROPN
easat-5281	411	17	d.	d.	PROPN
easat-5281	411	18	williams	williams	PROPN
easat-5281	411	19	,	,	PUNCT
easat-5281	411	20	electronic	electronic	ADJ
easat-5281	411	21	word	word	NOUN
easat-5281	411	22	-	-	PUNCT
easat-5281	411	23	of	of	ADP
easat-5281	411	24	-	-	PUNCT
easat-5281	411	25	mouth	mouth	NOUN
easat-5281	411	26	(	(	PUNCT
easat-5281	411	27	ewom	ewom	NOUN
easat-5281	411	28	)	)	PUNCT
easat-5281	411	29	bt	bt	VERB
easat-5281	411	30	electronic	electronic	ADJ
easat-5281	411	31	word	word	NOUN
easat-5281	411	32	of	of	ADP
easat-5281	411	33	mouth	mouth	NOUN
easat-5281	411	34	(	(	PUNCT
easat-5281	411	35	ewom	ewom	NOUN
easat-5281	411	36	)	)	PUNCT
easat-5281	411	37	in	in	ADP
easat-5281	411	38	the	the	DET
easat-5281	411	39	marketing	marketing	NOUN
easat-5281	411	40	context	context	NOUN
easat-5281	411	41	:	:	PUNCT
easat-5281	411	42	a	a	DET
easat-5281	411	43	state	state	NOUN
easat-5281	411	44	of	of	ADP
easat-5281	411	45	the	the	DET
easat-5281	411	46	art	art	NOUN
easat-5281	411	47	analysis	analysis	NOUN
easat-5281	411	48	and	and	CCONJ
easat-5281	411	49	future	future	ADJ
easat-5281	411	50	directions	direction	NOUN
easat-5281	411	51	(	(	PUNCT
easat-5281	411	52	e.	e.	PROPN
easat-5281	411	53	ismagilova	ismagilova	PROPN
easat-5281	411	54	,	,	PUNCT
easat-5281	411	55	y.	y.	PROPN
easat-5281	411	56	k.	k.	PROPN
easat-5281	411	57	dwivedi	dwivedi	PROPN
easat-5281	411	58	,	,	PUNCT
easat-5281	411	59	e.	e.	PROPN
easat-5281	411	60	slade	slade	PROPN
easat-5281	411	61	,	,	PUNCT
easat-5281	411	62	&	&	CCONJ
easat-5281	411	63	m.	m.	PROPN
easat-5281	411	64	d.	d.	PROPN
easat-5281	411	65	williams	williams	PROPN
easat-5281	411	66	,	,	PUNCT
easat-5281	411	67	eds	eds	PROPN
easat-5281	411	68	.	.	PUNCT
easat-5281	411	69	)	)	PUNCT
easat-5281	411	70	.	.	PUNCT
easat-5281	412	1	cham	cham	PROPN
easat-5281	412	2	:	:	PUNCT
easat-5281	412	3	springer	springer	NOUN
easat-5281	412	4	international	international	ADJ
easat-5281	412	5	publishing	publishing	NOUN
easat-5281	412	6	.	.	PUNCT
easat-5281	413	1	https://doi.org/10.1007/978-3-319-524597_3	https://doi.org/10.1007/978-3-319-524597_3	ADV
easat-5281	413	2	,	,	PUNCT
easat-5281	413	3	2017	2017	NUM
easat-5281	413	4	.	.	PUNCT
easat-5281	414	1	[	[	X
easat-5281	414	2	9	9	NUM
easat-5281	414	3	]	]	PUNCT
easat-5281	414	4	h.	h.	PROPN
easat-5281	414	5	siagian	siagian	PROPN
easat-5281	414	6	,	,	PUNCT
easat-5281	414	7	z.	z.	PROPN
easat-5281	414	8	tarigan	tarigan	PROPN
easat-5281	414	9	,	,	PUNCT
easat-5281	414	10	and	and	CCONJ
easat-5281	414	11	s.	s.	PROPN
easat-5281	414	12	ubud	ubud	PROPN
easat-5281	414	13	,	,	PUNCT
easat-5281	414	14	"	"	PUNCT
easat-5281	414	15	the	the	DET
easat-5281	414	16	effect	effect	NOUN
easat-5281	414	17	of	of	ADP
easat-5281	414	18	electronic	electronic	ADJ
easat-5281	414	19	word	word	NOUN
easat-5281	414	20	of	of	ADP
easat-5281	414	21	mouth	mouth	NOUN
easat-5281	414	22	on	on	ADP
easat-5281	414	23	online	online	ADJ
easat-5281	414	24	customer	customer	NOUN
easat-5281	414	25	loyalty	loyalty	NOUN
easat-5281	414	26	through	through	ADP
easat-5281	414	27	perceived	perceive	VERB
easat-5281	414	28	ease	ease	NOUN
easat-5281	414	29	of	of	ADP
easat-5281	414	30	use	use	NOUN
easat-5281	414	31	and	and	CCONJ
easat-5281	414	32	information	information	NOUN
easat-5281	414	33	sharing	sharing	NOUN
easat-5281	414	34	,	,	PUNCT
easat-5281	414	35	"	"	PUNCT
easat-5281	414	36	international	international	ADJ
easat-5281	414	37	journal	journal	NOUN
easat-5281	414	38	of	of	ADP
easat-5281	414	39	data	datum	NOUN
easat-5281	414	40	and	and	CCONJ
easat-5281	414	41	network	network	NOUN
easat-5281	414	42	science	science	NOUN
easat-5281	414	43	,	,	PUNCT
easat-5281	414	44	vol	vol	NOUN
easat-5281	414	45	.	.	PROPN
easat-5281	414	46	6	6	NUM
easat-5281	414	47	,	,	PUNCT
easat-5281	414	48	no	no	INTJ
easat-5281	414	49	.	.	NOUN
easat-5281	414	50	4	4	NUM
easat-5281	414	51	,	,	PUNCT
easat-5281	414	52	pp	pp	ADJ
easat-5281	414	53	.	.	PUNCT
easat-5281	415	1	1155–1168	1155–1168	NOUN
easat-5281	415	2	,	,	PUNCT
easat-5281	415	3	2022	2022	NUM
easat-5281	415	4	.	.	PUNCT
easat-5281	416	1	https://doi.org/10.5267/j.ijdns.2022.7.004	https://doi.org/10.5267/j.ijdns.2022.7.004	PUNCT
easat-5281	417	1	[	[	X
easat-5281	417	2	10	10	NUM
easat-5281	417	3	]	]	X
easat-5281	417	4	we	we	PRON
easat-5281	417	5	are	be	AUX
easat-5281	417	6	social	social	ADJ
easat-5281	417	7	,	,	PUNCT
easat-5281	417	8	"	"	PUNCT
easat-5281	417	9	digital	digital	ADJ
easat-5281	417	10	2023	2023	NUM
easat-5281	417	11	.	.	PUNCT
easat-5281	418	1	retrieved	retrieve	VERB
easat-5281	418	2	from	from	ADP
easat-5281	418	3	we	we	PRON
easat-5281	418	4	are	be	AUX
easat-5281	418	5	social	social	ADJ
easat-5281	418	6	website	website	NOUN
easat-5281	418	7	,	,	PUNCT
easat-5281	418	8	"	"	PUNCT
easat-5281	418	9	retrieved	retrieve	VERB
easat-5281	418	10	:	:	PUNCT
easat-5281	418	11	https://www.hootsuite.com/resources/blog/social-trends-report-2023	https://www.hootsuite.com/resources/blog/social-trends-report-2023	PROPN
easat-5281	418	12	,	,	PUNCT
easat-5281	418	13	2023	2023	NUM
easat-5281	418	14	.	.	PUNCT
easat-5281	419	1	[	[	X
easat-5281	419	2	11	11	NUM
easat-5281	419	3	]	]	PUNCT
easat-5281	419	4	j.-n	j.-n	NOUN
easat-5281	419	5	.	.	PUNCT
easat-5281	420	1	kapferer	kapferer	PROPN
easat-5281	420	2	and	and	CCONJ
easat-5281	420	3	g.	g.	PROPN
easat-5281	420	4	laurent	laurent	PROPN
easat-5281	420	5	,	,	PUNCT
easat-5281	420	6	"	"	PUNCT
easat-5281	420	7	consumer	consumer	NOUN
easat-5281	420	8	involvement	involvement	NOUN
easat-5281	420	9	profiles	profile	NOUN
easat-5281	420	10	:	:	PUNCT
easat-5281	420	11	a	a	DET
easat-5281	420	12	new	new	ADJ
easat-5281	420	13	and	and	CCONJ
easat-5281	420	14	practical	practical	ADJ
easat-5281	420	15	approach	approach	NOUN
easat-5281	420	16	to	to	ADP
easat-5281	420	17	consumer	consumer	NOUN
easat-5281	420	18	involvement	involvement	NOUN
easat-5281	420	19	,	,	PUNCT
easat-5281	420	20	"	"	PUNCT
easat-5281	420	21	journal	journal	NOUN
easat-5281	420	22	of	of	ADP
easat-5281	420	23	advertising	advertising	NOUN
easat-5281	420	24	research	research	NOUN
easat-5281	420	25	,	,	PUNCT
easat-5281	420	26	vol	vol	NOUN
easat-5281	420	27	.	.	PROPN
easat-5281	421	1	25	25	NUM
easat-5281	421	2	,	,	PUNCT
easat-5281	421	3	no	no	INTJ
easat-5281	421	4	.	.	NOUN
easat-5281	421	5	6	6	NUM
easat-5281	421	6	,	,	PUNCT
easat-5281	421	7	pp	pp	ADJ
easat-5281	421	8	.	.	PUNCT
easat-5281	422	1	48	48	NUM
easat-5281	422	2	-	-	SYM
easat-5281	422	3	56	56	NUM
easat-5281	422	4	,	,	PUNCT
easat-5281	422	5	1985	1985	NUM
easat-5281	422	6	.	.	PUNCT
easat-5281	423	1	[	[	X
easat-5281	423	2	12	12	NUM
easat-5281	423	3	]	]	PUNCT
easat-5281	423	4	a.	a.	NOUN
easat-5281	423	5	adnan	adnan	PROPN
easat-5281	423	6	,	,	PUNCT
easat-5281	423	7	"	"	PUNCT
easat-5281	423	8	the	the	DET
easat-5281	423	9	effect	effect	NOUN
easat-5281	423	10	of	of	ADP
easat-5281	423	11	product	product	NOUN
easat-5281	423	12	quality	quality	NOUN
easat-5281	423	13	,	,	PUNCT
easat-5281	423	14	brand	brand	NOUN
easat-5281	423	15	image	image	NOUN
easat-5281	423	16	,	,	PUNCT
easat-5281	423	17	and	and	CCONJ
easat-5281	423	18	advertising	advertising	NOUN
easat-5281	423	19	on	on	ADP
easat-5281	423	20	purchase	purchase	NOUN
easat-5281	423	21	decision	decision	NOUN
easat-5281	423	22	and	and	CCONJ
easat-5281	423	23	its	its	PRON
easat-5281	423	24	impact	impact	NOUN
easat-5281	423	25	on	on	ADP
easat-5281	423	26	customer	customer	NOUN
easat-5281	423	27	loyalty	loyalty	NOUN
easat-5281	423	28	of	of	ADP
easat-5281	423	29	morinaga	morinaga	NOUN
easat-5281	423	30	milk	milk	NOUN
easat-5281	423	31	in	in	ADP
easat-5281	423	32	aceh	aceh	PROPN
easat-5281	423	33	,	,	PUNCT
easat-5281	423	34	"	"	PUNCT
easat-5281	423	35	international	international	ADJ
easat-5281	423	36	journal	journal	NOUN
easat-5281	423	37	of	of	ADP
easat-5281	423	38	innovation	innovation	NOUN
easat-5281	423	39	,	,	PUNCT
easat-5281	423	40	creativity	creativity	NOUN
easat-5281	423	41	and	and	CCONJ
easat-5281	423	42	change	change	NOUN
easat-5281	423	43	,	,	PUNCT
easat-5281	423	44	vol	vol	NOUN
easat-5281	423	45	.	.	PROPN
easat-5281	423	46	9	9	NUM
easat-5281	423	47	,	,	PUNCT
easat-5281	423	48	no	no	INTJ
easat-5281	423	49	.	.	NOUN
easat-5281	423	50	4	4	NUM
easat-5281	423	51	,	,	PUNCT
easat-5281	423	52	pp	pp	ADJ
easat-5281	423	53	.	.	PUNCT
easat-5281	424	1	234–249	234–249	NUM
easat-5281	424	2	,	,	PUNCT
easat-5281	424	3	2019	2019	NUM
easat-5281	424	4	.	.	PUNCT
easat-5281	425	1	[	[	X
easat-5281	425	2	13	13	NUM
easat-5281	425	3	]	]	PUNCT
easat-5281	425	4	i.	i.	NOUN
easat-5281	425	5	ajzen	ajzen	PROPN
easat-5281	425	6	and	and	CCONJ
easat-5281	425	7	m.	m.	NOUN
easat-5281	425	8	fishbein	fishbein	PROPN
easat-5281	425	9	,	,	PUNCT
easat-5281	425	10	"	"	PUNCT
easat-5281	425	11	attitudinal	attitudinal	ADJ
easat-5281	425	12	and	and	CCONJ
easat-5281	425	13	normative	normative	ADJ
easat-5281	425	14	variables	variable	NOUN
easat-5281	425	15	as	as	ADP
easat-5281	425	16	predictors	predictor	NOUN
easat-5281	425	17	of	of	ADP
easat-5281	425	18	specific	specific	ADJ
easat-5281	425	19	behavior	behavior	NOUN
easat-5281	425	20	,	,	PUNCT
easat-5281	425	21	"	"	PUNCT
easat-5281	425	22	journal	journal	NOUN
easat-5281	425	23	of	of	ADP
easat-5281	425	24	personality	personality	NOUN
easat-5281	425	25	and	and	CCONJ
easat-5281	425	26	social	social	ADJ
easat-5281	425	27	psychology	psychology	NOUN
easat-5281	425	28	,	,	PUNCT
easat-5281	425	29	vol	vol	NOUN
easat-5281	425	30	.	.	PROPN
easat-5281	425	31	27	27	NUM
easat-5281	425	32	,	,	PUNCT
easat-5281	425	33	no	no	INTJ
easat-5281	425	34	.	.	NOUN
easat-5281	425	35	1	1	NUM
easat-5281	425	36	,	,	PUNCT
easat-5281	425	37	p.	p.	NOUN
easat-5281	425	38	41	41	NUM
easat-5281	425	39	,	,	PUNCT
easat-5281	425	40	1973	1973	NUM
easat-5281	425	41	.	.	PUNCT
easat-5281	426	1	https://doi.org/10.1037/h0034440	https://doi.org/10.1037/h0034440	NUM
easat-5281	427	1	[	[	X
easat-5281	427	2	14	14	NUM
easat-5281	427	3	]	]	X
easat-5281	427	4	j.	j.	PROPN
easat-5281	427	5	kuhl	kuhl	PROPN
easat-5281	427	6	and	and	CCONJ
easat-5281	427	7	j.	j.	PROPN
easat-5281	427	8	beckmann	beckmann	PROPN
easat-5281	427	9	,	,	PUNCT
easat-5281	427	10	action	action	NOUN
easat-5281	427	11	control	control	NOUN
easat-5281	427	12	:	:	PUNCT
easat-5281	427	13	from	from	ADP
easat-5281	427	14	cognition	cognition	NOUN
easat-5281	427	15	to	to	ADP
easat-5281	427	16	behavior	behavior	NOUN
easat-5281	427	17	.	.	PUNCT
easat-5281	428	1	berlin	berlin	PROPN
easat-5281	428	2	,	,	PUNCT
easat-5281	428	3	heidelberg	heidelberg	PROPN
easat-5281	428	4	:	:	PUNCT
easat-5281	428	5	springer	springer	NOUN
easat-5281	428	6	science	science	PROPN
easat-5281	428	7	&	&	CCONJ
easat-5281	428	8	business	business	NOUN
easat-5281	428	9	media	medium	NOUN
easat-5281	428	10	,	,	PUNCT
easat-5281	428	11	2012	2012	NUM
easat-5281	428	12	.	.	PUNCT
easat-5281	429	1	[	[	X
easat-5281	429	2	15	15	NUM
easat-5281	429	3	]	]	X
easat-5281	429	4	a.	a.	NOUN
easat-5281	429	5	w.	w.	PROPN
easat-5281	429	6	kruglanski	kruglanski	PROPN
easat-5281	429	7	,	,	PUNCT
easat-5281	429	8	e.	e.	PROPN
easat-5281	429	9	t.	t.	PROPN
easat-5281	429	10	higgins	higgins	PROPN
easat-5281	429	11	,	,	PUNCT
easat-5281	429	12	and	and	CCONJ
easat-5281	429	13	p.	p.	NOUN
easat-5281	429	14	a.	a.	PROPN
easat-5281	429	15	m.	m.	PROPN
easat-5281	429	16	van	van	PROPN
easat-5281	429	17	lange	lange	PROPN
easat-5281	429	18	,	,	PUNCT
easat-5281	429	19	handbook	handbook	NOUN
easat-5281	429	20	of	of	ADP
easat-5281	429	21	theories	theory	NOUN
easat-5281	429	22	of	of	ADP
easat-5281	429	23	social	social	ADJ
easat-5281	429	24	psychology	psychology	NOUN
easat-5281	429	25	.	.	PUNCT
easat-5281	430	1	london	london	PROPN
easat-5281	430	2	:	:	PUNCT
easat-5281	430	3	sage	sage	NOUN
easat-5281	430	4	publications	publication	NOUN
easat-5281	430	5	,	,	PUNCT
easat-5281	430	6	limited	limited	ADJ
easat-5281	430	7	,	,	PUNCT
easat-5281	430	8	2011	2011	NUM
easat-5281	430	9	.	.	PUNCT
easat-5281	431	1	[	[	X
easat-5281	431	2	16	16	NUM
easat-5281	431	3	]	]	X
easat-5281	431	4	i.	i.	NOUN
easat-5281	431	5	ajzen	ajzen	PROPN
easat-5281	431	6	,	,	PUNCT
easat-5281	431	7	constructing	construct	VERB
easat-5281	431	8	a	a	DET
easat-5281	431	9	theory	theory	NOUN
easat-5281	431	10	of	of	ADP
easat-5281	431	11	planned	plan	VERB
easat-5281	431	12	behavior	behavior	NOUN
easat-5281	431	13	questionnaire	questionnaire	NOUN
easat-5281	431	14	.	.	PUNCT
easat-5281	432	1	amherst	amherst	PROPN
easat-5281	432	2	,	,	PUNCT
easat-5281	432	3	ma	ma	PROPN
easat-5281	432	4	:	:	PUNCT
easat-5281	432	5	university	university	PROPN
easat-5281	432	6	of	of	ADP
easat-5281	432	7	massachusetts	massachusetts	PROPN
easat-5281	432	8	,	,	PUNCT
easat-5281	432	9	2006	2006	NUM
easat-5281	432	10	.	.	PUNCT
easat-5281	433	1	[	[	X
easat-5281	433	2	17	17	NUM
easat-5281	433	3	]	]	X
easat-5281	433	4	g.	g.	PROPN
easat-5281	433	5	k.	k.	PROPN
easat-5281	433	6	yildiz	yildiz	PROPN
easat-5281	433	7	,	,	PUNCT
easat-5281	433	8	s.	s.	PROPN
easat-5281	433	9	yildiz	yildiz	PROPN
easat-5281	433	10	,	,	PUNCT
easat-5281	433	11	m.	m.	NOUN
easat-5281	433	12	a.	a.	PROPN
easat-5281	433	13	yoruk	yoruk	PROPN
easat-5281	433	14	,	,	PUNCT
easat-5281	433	15	and	and	CCONJ
easat-5281	433	16	s.	s.	PROPN
easat-5281	433	17	sevgen	sevgen	PROPN
easat-5281	433	18	,	,	PUNCT
easat-5281	433	19	"	"	PUNCT
easat-5281	433	20	a	a	DET
easat-5281	433	21	tablet	tablet	ADJ
easat-5281	433	22	game	game	NOUN
easat-5281	433	23	or	or	CCONJ
easat-5281	433	24	training	training	NOUN
easat-5281	433	25	booklet	booklet	NOUN
easat-5281	433	26	?	?	PUNCT
easat-5281	434	1	two	two	NUM
easat-5281	434	2	methods	method	NOUN
easat-5281	434	3	for	for	ADP
easat-5281	434	4	evaluating	evaluate	VERB
easat-5281	434	5	symptom	symptom	NOUN
easat-5281	434	6	management	management	NOUN
easat-5281	434	7	and	and	CCONJ
easat-5281	434	8	quality	quality	NOUN
easat-5281	434	9	-	-	PUNCT
easat-5281	434	10	of	of	ADP
easat-5281	434	11	-	-	PUNCT
easat-5281	434	12	life	life	NOUN
easat-5281	434	13	of	of	ADP
easat-5281	434	14	children	child	NOUN
easat-5281	434	15	receiving	receive	VERB
easat-5281	434	16	chemotherapy	chemotherapy	NOUN
easat-5281	434	17	,	,	PUNCT
easat-5281	434	18	"	"	PUNCT
easat-5281	434	19	european	european	ADJ
easat-5281	434	20	journal	journal	NOUN
easat-5281	434	21	of	of	ADP
easat-5281	434	22	oncology	oncology	NOUN
easat-5281	434	23	nursing	nursing	NOUN
easat-5281	434	24	,	,	PUNCT
easat-5281	434	25	vol	vol	NOUN
easat-5281	434	26	.	.	PROPN
easat-5281	434	27	61	61	NUM
easat-5281	434	28	,	,	PUNCT
easat-5281	434	29	p.	p.	NOUN
easat-5281	434	30	102190	102190	NUM
easat-5281	434	31	,	,	PUNCT
easat-5281	434	32	2022	2022	NUM
easat-5281	434	33	.	.	PUNCT
easat-5281	435	1	https://doi.org/10.1016/j.ejon.2022.102190	https://doi.org/10.1016/j.ejon.2022.102190	VERB
easat-5281	435	2	[	[	X
easat-5281	435	3	18	18	NUM
easat-5281	435	4	]	]	X
easat-5281	435	5	r.	r.	PROPN
easat-5281	435	6	a.	a.	PROPN
easat-5281	435	7	westbrook	westbrook	PROPN
easat-5281	435	8	,	,	PUNCT
easat-5281	435	9	"	"	PUNCT
easat-5281	435	10	product	product	NOUN
easat-5281	435	11	/	/	SYM
easat-5281	435	12	consumption	consumption	NOUN
easat-5281	435	13	-	-	PUNCT
easat-5281	435	14	based	base	VERB
easat-5281	435	15	affective	affective	NOUN
easat-5281	435	16	responses	response	NOUN
easat-5281	435	17	and	and	CCONJ
easat-5281	435	18	postpurchase	postpurchase	NOUN
easat-5281	435	19	processes	process	NOUN
easat-5281	435	20	,	,	PUNCT
easat-5281	435	21	"	"	PUNCT
easat-5281	435	22	journal	journal	NOUN
easat-5281	435	23	of	of	ADP
easat-5281	435	24	marketing	marketing	NOUN
easat-5281	435	25	research	research	NOUN
easat-5281	435	26	,	,	PUNCT
easat-5281	435	27	vol	vol	NOUN
easat-5281	435	28	.	.	PROPN
easat-5281	435	29	24	24	NUM
easat-5281	435	30	,	,	PUNCT
easat-5281	435	31	no	no	INTJ
easat-5281	435	32	.	.	NOUN
easat-5281	435	33	3	3	NUM
easat-5281	435	34	,	,	PUNCT
easat-5281	435	35	pp	pp	ADJ
easat-5281	435	36	.	.	PUNCT
easat-5281	436	1	258–270	258–270	NUM
easat-5281	436	2	,	,	PUNCT
easat-5281	436	3	1987	1987	NUM
easat-5281	436	4	.	.	PUNCT
easat-5281	436	5	https://doi.org/10.1177/002224378702400302	https://doi.org/10.1177/002224378702400302	NOUN
easat-5281	437	1	[	[	X
easat-5281	437	2	19	19	NUM
easat-5281	437	3	]	]	X
easat-5281	437	4	w.	w.	PROPN
easat-5281	437	5	duan	duan	PROPN
easat-5281	437	6	,	,	PUNCT
easat-5281	437	7	b.	b.	PROPN
easat-5281	437	8	gu	gu	PROPN
easat-5281	437	9	,	,	PUNCT
easat-5281	437	10	and	and	CCONJ
easat-5281	437	11	a.	a.	PROPN
easat-5281	437	12	b.	b.	PROPN
easat-5281	437	13	whinston	whinston	PROPN
easat-5281	437	14	,	,	PUNCT
easat-5281	437	15	"	"	PUNCT
easat-5281	437	16	do	do	VERB
easat-5281	437	17	online	online	ADJ
easat-5281	437	18	reviews	review	NOUN
easat-5281	437	19	matter?—an	matter?—an	VERB
easat-5281	437	20	empirical	empirical	ADJ
easat-5281	437	21	investigation	investigation	NOUN
easat-5281	437	22	of	of	ADP
easat-5281	437	23	panel	panel	NOUN
easat-5281	437	24	data	datum	NOUN
easat-5281	437	25	,	,	PUNCT
easat-5281	437	26	"	"	PUNCT
easat-5281	437	27	decision	decision	NOUN
easat-5281	437	28	support	support	NOUN
easat-5281	437	29	systems	system	NOUN
easat-5281	437	30	,	,	PUNCT
easat-5281	437	31	vol	vol	NOUN
easat-5281	437	32	.	.	PROPN
easat-5281	438	1	45	45	NUM
easat-5281	438	2	,	,	PUNCT
easat-5281	438	3	no	no	INTJ
easat-5281	438	4	.	.	NOUN
easat-5281	438	5	4	4	NUM
easat-5281	438	6	,	,	PUNCT
easat-5281	438	7	pp	pp	ADJ
easat-5281	438	8	.	.	PUNCT
easat-5281	439	1	1007	1007	NUM
easat-5281	439	2	-	-	SYM
easat-5281	439	3	1016	1016	NUM
easat-5281	439	4	.	.	PUNCT
easat-5281	439	5	,	,	PUNCT
easat-5281	439	6	2008	2008	NUM
easat-5281	439	7	.	.	PUNCT
easat-5281	440	1	[	[	X
easat-5281	440	2	20	20	NUM
easat-5281	440	3	]	]	PUNCT
easat-5281	440	4	p.	p.	PROPN
easat-5281	440	5	r.	r.	PROPN
easat-5281	440	6	varadarajan	varadarajan	PROPN
easat-5281	440	7	and	and	CCONJ
easat-5281	440	8	m.	m.	PROPN
easat-5281	440	9	s.	s.	PROPN
easat-5281	440	10	yadav	yadav	PROPN
easat-5281	440	11	,	,	PUNCT
easat-5281	440	12	"	"	PUNCT
easat-5281	440	13	marketing	marketing	NOUN
easat-5281	440	14	strategy	strategy	NOUN
easat-5281	440	15	and	and	CCONJ
easat-5281	440	16	the	the	DET
easat-5281	440	17	internet	internet	NOUN
easat-5281	440	18	:	:	PUNCT
easat-5281	440	19	an	an	DET
easat-5281	440	20	organizing	organizing	NOUN
easat-5281	440	21	framework	framework	NOUN
easat-5281	440	22	,	,	PUNCT
easat-5281	440	23	"	"	PUNCT
easat-5281	440	24	journal	journal	NOUN
easat-5281	440	25	of	of	ADP
easat-5281	440	26	the	the	DET
easat-5281	440	27	academy	academy	NOUN
easat-5281	440	28	of	of	ADP
easat-5281	440	29	marketing	marketing	NOUN
easat-5281	440	30	science	science	NOUN
easat-5281	440	31	,	,	PUNCT
easat-5281	440	32	vol	vol	NOUN
easat-5281	440	33	.	.	PROPN
easat-5281	440	34	30	30	NUM
easat-5281	440	35	,	,	PUNCT
easat-5281	440	36	no	no	INTJ
easat-5281	440	37	.	.	NOUN
easat-5281	440	38	4	4	NUM
easat-5281	440	39	,	,	PUNCT
easat-5281	440	40	pp	pp	ADJ
easat-5281	440	41	.	.	PUNCT
easat-5281	441	1	296–312	296–312	NUM
easat-5281	441	2	,	,	PUNCT
easat-5281	441	3	2002	2002	NUM
easat-5281	441	4	.	.	PUNCT
easat-5281	442	1	https://doi.org/10.1177/009207002236907	https://doi.org/10.1177/009207002236907	PRON
easat-5281	443	1	[	[	X
easat-5281	443	2	21	21	NUM
easat-5281	443	3	]	]	PUNCT
easat-5281	443	4	a.	a.	NOUN
easat-5281	443	5	rani	rani	PROPN
easat-5281	443	6	,	,	PUNCT
easat-5281	443	7	m.	m.	NOUN
easat-5281	443	8	toni	toni	PROPN
easat-5281	443	9	,	,	PUNCT
easat-5281	443	10	and	and	CCONJ
easat-5281	443	11	h.	h.	PROPN
easat-5281	443	12	shivaprasad	shivaprasad	PROPN
easat-5281	443	13	,	,	PUNCT
easat-5281	443	14	"	"	PUNCT
easat-5281	443	15	examining	examine	VERB
easat-5281	443	16	the	the	DET
easat-5281	443	17	effect	effect	NOUN
easat-5281	443	18	of	of	ADP
easat-5281	443	19	electronic	electronic	ADJ
easat-5281	443	20	word	word	NOUN
easat-5281	443	21	of	of	ADP
easat-5281	443	22	mouth	mouth	NOUN
easat-5281	443	23	(	(	PUNCT
easat-5281	443	24	ewom	ewom	NOUN
easat-5281	443	25	)	)	PUNCT
easat-5281	443	26	communication	communication	NOUN
easat-5281	443	27	on	on	ADP
easat-5281	443	28	purchase	purchase	NOUN
easat-5281	443	29	intention	intention	NOUN
easat-5281	443	30	:	:	PUNCT
easat-5281	443	31	a	a	DET
easat-5281	443	32	quantitative	quantitative	ADJ
easat-5281	443	33	approach	approach	NOUN
easat-5281	443	34	,	,	PUNCT
easat-5281	443	35	"	"	PUNCT
easat-5281	443	36	journal	journal	NOUN
easat-5281	443	37	of	of	ADP
easat-5281	443	38	content	content	NOUN
easat-5281	443	39	,	,	PUNCT
easat-5281	443	40	community	community	NOUN
easat-5281	443	41	and	and	CCONJ
easat-5281	443	42	communication	communication	NOUN
easat-5281	443	43	,	,	PUNCT
easat-5281	443	44	vol	vol	NOUN
easat-5281	443	45	.	.	PROPN
easat-5281	443	46	15	15	NUM
easat-5281	443	47	,	,	PUNCT
easat-5281	443	48	no	no	INTJ
easat-5281	443	49	.	.	NOUN
easat-5281	443	50	8	8	NUM
easat-5281	443	51	,	,	PUNCT
easat-5281	443	52	pp	pp	ADJ
easat-5281	443	53	.	.	PUNCT
easat-5281	443	54	130146	130146	NUM
easat-5281	443	55	,	,	PUNCT
easat-5281	443	56	2022	2022	NUM
easat-5281	443	57	.	.	PUNCT
easat-5281	444	1	https://doi.org/10.31620/jccc.06.22/10	https://doi.org/10.31620/jccc.06.22/10	VERB
easat-5281	445	1	[	[	X
easat-5281	445	2	22	22	NUM
easat-5281	445	3	]	]	PUNCT
easat-5281	445	4	s.	s.	PROPN
easat-5281	445	5	syam	syam	PROPN
easat-5281	445	6	et	et	PROPN
easat-5281	445	7	al	al	PROPN
easat-5281	445	8	.	.	PROPN
easat-5281	445	9	,	,	PUNCT
easat-5281	445	10	"	"	PUNCT
easat-5281	445	11	the	the	DET
easat-5281	445	12	influence	influence	NOUN
easat-5281	445	13	of	of	ADP
easat-5281	445	14	social	social	ADJ
easat-5281	445	15	media	medium	NOUN
easat-5281	445	16	marketing	marketing	NOUN
easat-5281	445	17	,	,	PUNCT
easat-5281	445	18	product	product	NOUN
easat-5281	445	19	innovation	innovation	NOUN
easat-5281	445	20	and	and	CCONJ
easat-5281	445	21	market	market	NOUN
easat-5281	445	22	orientation	orientation	NOUN
easat-5281	445	23	on	on	ADP
easat-5281	445	24	indonesian	indonesian	ADJ
easat-5281	445	25	smes	sme	NOUN
easat-5281	445	26	marketing	marketing	NOUN
easat-5281	445	27	performance	performance	NOUN
easat-5281	445	28	,	,	PUNCT
easat-5281	445	29	"	"	PUNCT
easat-5281	445	30	international	international	ADJ
easat-5281	445	31	journal	journal	NOUN
easat-5281	445	32	of	of	ADP
easat-5281	445	33	data	data	PROPN
easat-5281	445	34	&	&	CCONJ
easat-5281	445	35	network	network	PROPN
easat-5281	445	36	science	science	PROPN
easat-5281	445	37	,	,	PUNCT
easat-5281	445	38	vol	vol	NOUN
easat-5281	445	39	.	.	PROPN
easat-5281	445	40	6	6	NUM
easat-5281	445	41	,	,	PUNCT
easat-5281	445	42	no	no	INTJ
easat-5281	445	43	.	.	NOUN
easat-5281	445	44	1	1	NUM
easat-5281	445	45	,	,	PUNCT
easat-5281	445	46	pp	pp	ADJ
easat-5281	445	47	.	.	PUNCT
easat-5281	446	1	9–16	9–16	NOUN
easat-5281	446	2	,	,	PUNCT
easat-5281	446	3	2022	2022	NUM
easat-5281	446	4	.	.	PUNCT
easat-5281	447	1	https://doi.org/10.5267/j.ijdns.2021.11.002	https://doi.org/10.5267/j.ijdns.2021.11.002	NOUN
easat-5281	448	1	[	[	X
easat-5281	448	2	23	23	NUM
easat-5281	448	3	]	]	X
easat-5281	448	4	g.	g.	PROPN
easat-5281	448	5	rayi	rayi	VERB
easat-5281	448	6	and	and	CCONJ
easat-5281	448	7	m.	m.	NOUN
easat-5281	448	8	aras	ara	NOUN
easat-5281	448	9	,	,	PUNCT
easat-5281	448	10	"	"	PUNCT
easat-5281	448	11	how	how	SCONJ
easat-5281	448	12	product	product	NOUN
easat-5281	448	13	innovation	innovation	NOUN
easat-5281	448	14	and	and	CCONJ
easat-5281	448	15	motivation	motivation	NOUN
easat-5281	448	16	drive	drive	NOUN
easat-5281	448	17	purchase	purchase	NOUN
easat-5281	448	18	decision	decision	NOUN
easat-5281	448	19	as	as	ADP
easat-5281	448	20	consumer	consumer	NOUN
easat-5281	448	21	buying	buying	NOUN
easat-5281	448	22	behavior	behavior	NOUN
easat-5281	448	23	,	,	PUNCT
easat-5281	448	24	"	"	PUNCT
easat-5281	448	25	journal	journal	NOUN
easat-5281	448	26	of	of	ADP
easat-5281	448	27	distribution	distribution	NOUN
easat-5281	448	28	science	science	NOUN
easat-5281	448	29	,	,	PUNCT
easat-5281	448	30	vol	vol	NOUN
easat-5281	448	31	.	.	PROPN
easat-5281	448	32	19	19	NUM
easat-5281	448	33	,	,	PUNCT
easat-5281	448	34	no	no	INTJ
easat-5281	448	35	.	.	NOUN
easat-5281	448	36	1	1	NUM
easat-5281	448	37	,	,	PUNCT
easat-5281	448	38	pp	pp	ADJ
easat-5281	448	39	.	.	PUNCT
easat-5281	449	1	49	49	NUM
easat-5281	449	2	-	-	SYM
easat-5281	449	3	60	60	NUM
easat-5281	449	4	,	,	PUNCT
easat-5281	449	5	2021	2021	NUM
easat-5281	449	6	.	.	PUNCT
easat-5281	450	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5281	450	2	https://doi.org/10.1016/j.tourman.2007.05.011	https://doi.org/10.1016/j.tourman.2007.05.011	PROPN
easat-5281	450	3	https://doi.org/https:/doi.org/10.1016/j.jbusres.2005.10.004	https://doi.org/https:/doi.org/10.1016/j.jbusres.2005.10.004	PROPN
easat-5281	450	4	https://doi.org/10.1002/dir.20090	https://doi.org/10.1002/dir.20090	PROPN
easat-5281	451	1	https://doi.org/https:/doi.org/10.1016/j.dss.2012.06.008	https://doi.org/https:/doi.org/10.1016/j.dss.2012.06.008	NOUN
easat-5281	451	2	https://doi.org/10.1007/978-3-319-52459-7_3	https://doi.org/10.1007/978-3-319-52459-7_3	NOUN
easat-5281	451	3	https://doi.org/10.1007/978-3-319-52459-7_3	https://doi.org/10.1007/978-3-319-52459-7_3	NOUN
easat-5281	451	4	https://doi.org/10.5267/j.ijdns.2022.7.004	https://doi.org/10.5267/j.ijdns.2022.7.004	VERB
easat-5281	452	1	https://www.hootsuite.com/resources/blog/social-trends-report-2023	https://www.hootsuite.com/resources/blog/social-trends-report-2023	PRON
easat-5281	452	2	https://doi.org/10.1037/h0034440	https://doi.org/10.1037/h0034440	NUM
easat-5281	452	3	https://doi.org/10.1016/j.ejon.2022.102190	https://doi.org/10.1016/j.ejon.2022.102190	ADJ
easat-5281	452	4	https://doi.org/10.1177/002224378702400302	https://doi.org/10.1177/002224378702400302	NOUN
easat-5281	452	5	https://doi.org/10.1177/009207002236907	https://doi.org/10.1177/009207002236907	NUM
easat-5281	453	1	https://doi.org/10.31620/jccc.06.22/10	https://doi.org/10.31620/jccc.06.22/10	VERB
easat-5281	453	2	https://doi.org/10.5267/j.ijdns.2021.11.002	https://doi.org/10.5267/j.ijdns.2021.11.002	NOUN
easat-5281	453	3	679	679	NUM
easat-5281	453	4	edelweiss	edelweiss	PROPN
easat-5281	453	5	applied	apply	VERB
easat-5281	453	6	science	science	NOUN
easat-5281	453	7	and	and	CCONJ
easat-5281	453	8	technology	technology	NOUN
easat-5281	453	9	issn	issn	PROPN
easat-5281	453	10	:	:	PUNCT
easat-5281	453	11	2576	2576	NUM
easat-5281	453	12	-	-	SYM
easat-5281	453	13	8484	8484	NUM
easat-5281	453	14	vol	vol	NOUN
easat-5281	453	15	.	.	PROPN
easat-5281	454	1	9	9	NUM
easat-5281	454	2	,	,	PUNCT
easat-5281	454	3	no	no	INTJ
easat-5281	454	4	.	.	NOUN
easat-5281	455	1	3	3	NUM
easat-5281	455	2	:	:	PUNCT
easat-5281	455	3	660	660	NUM
easat-5281	455	4	-	-	NUM
easat-5281	455	5	679	679	NUM
easat-5281	455	6	,	,	PUNCT
easat-5281	455	7	2025	2025	NUM
easat-5281	455	8	doi	doi	NOUN
easat-5281	455	9	:	:	PUNCT
easat-5281	455	10	10.55214/25768484.v9i3.5281	10.55214/25768484.v9i3.5281	NUM
easat-5281	455	11	©	©	ADP
easat-5281	455	12	2025	2025	NUM
easat-5281	455	13	by	by	ADP
easat-5281	455	14	the	the	DET
easat-5281	455	15	authors	author	NOUN
easat-5281	455	16	;	;	PUNCT
easat-5281	455	17	licensee	licensee	PROPN
easat-5281	455	18	learning	learning	NOUN
easat-5281	455	19	gate	gate	NOUN
easat-5281	456	1	[	[	X
easat-5281	456	2	24	24	NUM
easat-5281	456	3	]	]	PUNCT
easat-5281	456	4	p.	p.	NOUN
easat-5281	456	5	kotler	kotler	PROPN
easat-5281	456	6	and	and	CCONJ
easat-5281	456	7	k.	k.	PROPN
easat-5281	456	8	l.	l.	PROPN
easat-5281	456	9	keller	keller	PROPN
easat-5281	456	10	,	,	PUNCT
easat-5281	456	11	marketing	marketing	NOUN
easat-5281	456	12	management	management	NOUN
easat-5281	456	13	,	,	PUNCT
easat-5281	456	14	15th	15th	ADJ
easat-5281	456	15	ed	ed	NOUN
easat-5281	456	16	.	.	PUNCT
easat-5281	457	1	boston	boston	PROPN
easat-5281	457	2	,	,	PUNCT
easat-5281	457	3	ma	ma	PROPN
easat-5281	457	4	:	:	PUNCT
easat-5281	457	5	pearson	pearson	PROPN
easat-5281	457	6	education	education	PROPN
easat-5281	457	7	,	,	PUNCT
easat-5281	457	8	2016	2016	NUM
easat-5281	457	9	.	.	PUNCT
easat-5281	458	1	[	[	X
easat-5281	458	2	25	25	NUM
easat-5281	458	3	]	]	PUNCT
easat-5281	458	4	h.-c	h.-c	PROPN
easat-5281	458	5	.	.	PUNCT
easat-5281	459	1	shiau	shiau	PROPN
easat-5281	459	2	,	,	PUNCT
easat-5281	459	3	"	"	PUNCT
easat-5281	459	4	the	the	DET
easat-5281	459	5	impact	impact	NOUN
easat-5281	459	6	of	of	ADP
easat-5281	459	7	product	product	NOUN
easat-5281	459	8	innovation	innovation	NOUN
easat-5281	459	9	on	on	ADP
easat-5281	459	10	behavior	behavior	NOUN
easat-5281	459	11	intention	intention	NOUN
easat-5281	459	12	:	:	PUNCT
easat-5281	459	13	the	the	DET
easat-5281	459	14	measurement	measurement	NOUN
easat-5281	459	15	of	of	ADP
easat-5281	459	16	the	the	DET
easat-5281	459	17	mediating	mediate	VERB
easat-5281	459	18	effect	effect	NOUN
easat-5281	459	19	of	of	ADP
easat-5281	459	20	the	the	DET
easat-5281	459	21	brand	brand	NOUN
easat-5281	459	22	image	image	NOUN
easat-5281	459	23	of	of	ADP
easat-5281	459	24	japanese	japanese	ADJ
easat-5281	459	25	anime	anime	PROPN
easat-5281	459	26	dolls	doll	NOUN
easat-5281	459	27	,	,	PUNCT
easat-5281	459	28	"	"	PUNCT
easat-5281	459	29	the	the	DET
easat-5281	459	30	anthropologist	anthropologist	NOUN
easat-5281	459	31	,	,	PUNCT
easat-5281	459	32	vol	vol	NOUN
easat-5281	459	33	.	.	PROPN
easat-5281	459	34	17	17	NUM
easat-5281	459	35	,	,	PUNCT
easat-5281	459	36	no	no	INTJ
easat-5281	459	37	.	.	NOUN
easat-5281	459	38	3	3	NUM
easat-5281	459	39	,	,	PUNCT
easat-5281	459	40	pp	pp	ADJ
easat-5281	459	41	.	.	PUNCT
easat-5281	460	1	777–788	777–788	NUM
easat-5281	460	2	,	,	PUNCT
easat-5281	460	3	2014	2014	NUM
easat-5281	460	4	.	.	PUNCT
easat-5281	460	5	https://doi.org/10.1080/09720073.2014.11891492	https://doi.org/10.1080/09720073.2014.11891492	PUNCT
easat-5281	461	1	[	[	X
easat-5281	461	2	26	26	NUM
easat-5281	461	3	]	]	X
easat-5281	461	4	r.	r.	PROPN
easat-5281	461	5	d.	d.	PROPN
easat-5281	461	6	santy	santy	PROPN
easat-5281	461	7	and	and	CCONJ
easat-5281	461	8	r.	r.	PROPN
easat-5281	461	9	andriani	andriani	PROPN
easat-5281	461	10	,	,	PUNCT
easat-5281	461	11	"	"	PUNCT
easat-5281	461	12	purchase	purchase	NOUN
easat-5281	461	13	decision	decision	NOUN
easat-5281	461	14	in	in	ADP
easat-5281	461	15	terms	term	NOUN
easat-5281	461	16	of	of	ADP
easat-5281	461	17	content	content	NOUN
easat-5281	461	18	marketing	marketing	NOUN
easat-5281	461	19	and	and	CCONJ
easat-5281	461	20	e	e	NOUN
easat-5281	461	21	-	-	NOUN
easat-5281	461	22	wom	wom	NOUN
easat-5281	461	23	on	on	ADP
easat-5281	461	24	social	social	ADJ
easat-5281	461	25	media	medium	NOUN
easat-5281	461	26	,	,	PUNCT
easat-5281	461	27	"	"	PUNCT
easat-5281	461	28	journal	journal	NOUN
easat-5281	461	29	of	of	ADP
easat-5281	461	30	eastern	eastern	ADJ
easat-5281	461	31	european	european	ADJ
easat-5281	461	32	and	and	CCONJ
easat-5281	461	33	central	central	ADJ
easat-5281	461	34	asian	asian	ADJ
easat-5281	461	35	research	research	NOUN
easat-5281	461	36	,	,	PUNCT
easat-5281	461	37	vol	vol	NOUN
easat-5281	461	38	.	.	PROPN
easat-5281	461	39	10	10	NUM
easat-5281	461	40	,	,	PUNCT
easat-5281	461	41	no	no	INTJ
easat-5281	461	42	.	.	NOUN
easat-5281	461	43	6	6	NUM
easat-5281	461	44	,	,	PUNCT
easat-5281	461	45	pp	pp	ADJ
easat-5281	461	46	.	.	PUNCT
easat-5281	462	1	921	921	NUM
easat-5281	462	2	-	-	SYM
easat-5281	462	3	928	928	NUM
easat-5281	462	4	,	,	PUNCT
easat-5281	462	5	2023	2023	NUM
easat-5281	462	6	.	.	PUNCT
easat-5281	463	1	https://doi.org/10.15549/jeecar.v10i6.1502	https://doi.org/10.15549/jeecar.v10i6.1502	PUNCT
easat-5281	464	1	[	[	X
easat-5281	464	2	27	27	NUM
easat-5281	464	3	]	]	X
easat-5281	464	4	l.	l.	PROPN
easat-5281	464	5	g.	g.	PROPN
easat-5281	464	6	schiffman	schiffman	PROPN
easat-5281	464	7	and	and	CCONJ
easat-5281	464	8	l.	l.	PROPN
easat-5281	464	9	l.	l.	PROPN
easat-5281	464	10	kanuk	kanuk	PROPN
easat-5281	464	11	,	,	PUNCT
easat-5281	464	12	consumer	consumer	NOUN
easat-5281	464	13	behavior	behavior	NOUN
easat-5281	464	14	,	,	PUNCT
easat-5281	464	15	8th	8th	ADJ
easat-5281	464	16	ed	ed	NOUN
easat-5281	464	17	.	.	PUNCT
easat-5281	465	1	new	new	PROPN
easat-5281	465	2	jersey	jersey	PROPN
easat-5281	465	3	:	:	PUNCT
easat-5281	465	4	prentice	prentice	PROPN
easat-5281	465	5	hall	hall	PROPN
easat-5281	465	6	,	,	PUNCT
easat-5281	465	7	2013	2013	NUM
easat-5281	465	8	.	.	PUNCT
easat-5281	466	1	[	[	X
easat-5281	466	2	28	28	NUM
easat-5281	466	3	]	]	X
easat-5281	466	4	t.	t.	PROPN
easat-5281	466	5	o.	o.	PROPN
easat-5281	466	6	jones	jones	PROPN
easat-5281	466	7	and	and	CCONJ
easat-5281	466	8	w.	w.	PROPN
easat-5281	466	9	e.	e.	PROPN
easat-5281	466	10	sasser	sasser	PROPN
easat-5281	466	11	,	,	PUNCT
easat-5281	466	12	"	"	PUNCT
easat-5281	466	13	why	why	SCONJ
easat-5281	466	14	satisfied	satisfied	ADJ
easat-5281	466	15	customers	customer	NOUN
easat-5281	466	16	defect	defect	VERB
easat-5281	466	17	,	,	PUNCT
easat-5281	466	18	"	"	PUNCT
easat-5281	466	19	harvard	harvard	PROPN
easat-5281	466	20	business	business	PROPN
easat-5281	466	21	review	review	PROPN
easat-5281	466	22	,	,	PUNCT
easat-5281	466	23	vol	vol	NOUN
easat-5281	466	24	.	.	PROPN
easat-5281	466	25	73	73	NUM
easat-5281	466	26	,	,	PUNCT
easat-5281	466	27	no	no	INTJ
easat-5281	466	28	.	.	NOUN
easat-5281	466	29	6	6	NUM
easat-5281	466	30	,	,	PUNCT
easat-5281	466	31	pp	pp	ADJ
easat-5281	466	32	.	.	PUNCT
easat-5281	466	33	88	88	NUM
easat-5281	466	34	-	-	SYM
easat-5281	466	35	100	100	NUM
easat-5281	466	36	,	,	PUNCT
easat-5281	466	37	1995	1995	NUM
easat-5281	466	38	.	.	PUNCT
easat-5281	467	1	[	[	X
easat-5281	467	2	29	29	NUM
easat-5281	467	3	]	]	PUNCT
easat-5281	467	4	a.	a.	NOUN
easat-5281	467	5	s.	s.	PROPN
easat-5281	467	6	mollah	mollah	PROPN
easat-5281	467	7	,	,	PUNCT
easat-5281	467	8	"	"	PUNCT
easat-5281	467	9	the	the	DET
easat-5281	467	10	impact	impact	NOUN
easat-5281	467	11	of	of	ADP
easat-5281	467	12	relationship	relationship	NOUN
easat-5281	467	13	marketing	marketing	NOUN
easat-5281	467	14	on	on	ADP
easat-5281	467	15	customer	customer	NOUN
easat-5281	467	16	loyalty	loyalty	NOUN
easat-5281	467	17	at	at	ADP
easat-5281	467	18	tesco	tesco	PROPN
easat-5281	467	19	plc	plc	PROPN
easat-5281	467	20	,	,	PUNCT
easat-5281	467	21	uk	uk	PROPN
easat-5281	467	22	,	,	PUNCT
easat-5281	467	23	"	"	PUNCT
easat-5281	467	24	european	european	ADJ
easat-5281	467	25	journal	journal	PROPN
easat-5281	467	26	of	of	ADP
easat-5281	467	27	business	business	NOUN
easat-5281	467	28	and	and	CCONJ
easat-5281	467	29	management	management	NOUN
easat-5281	467	30	,	,	PUNCT
easat-5281	467	31	vol	vol	NOUN
easat-5281	467	32	.	.	PROPN
easat-5281	467	33	6	6	NUM
easat-5281	467	34	,	,	PUNCT
easat-5281	467	35	no	no	INTJ
easat-5281	467	36	.	.	NOUN
easat-5281	467	37	3	3	NUM
easat-5281	467	38	,	,	PUNCT
easat-5281	467	39	pp	pp	ADJ
easat-5281	467	40	.	.	PUNCT
easat-5281	468	1	21	21	NUM
easat-5281	468	2	-	-	SYM
easat-5281	468	3	55	55	NUM
easat-5281	468	4	,	,	PUNCT
easat-5281	468	5	2014	2014	NUM
easat-5281	468	6	.	.	PUNCT
easat-5281	469	1	[	[	X
easat-5281	469	2	30	30	NUM
easat-5281	469	3	]	]	X
easat-5281	469	4	j.	j.	PROPN
easat-5281	469	5	griffin	griffin	PROPN
easat-5281	469	6	,	,	PUNCT
easat-5281	469	7	"	"	PUNCT
easat-5281	469	8	the	the	DET
easat-5281	469	9	internet	internet	NOUN
easat-5281	469	10	’s	’s	PART
easat-5281	469	11	expanding	expand	VERB
easat-5281	469	12	role	role	NOUN
easat-5281	469	13	in	in	ADP
easat-5281	469	14	building	build	VERB
easat-5281	469	15	customer	customer	NOUN
easat-5281	469	16	loyalty	loyalty	NOUN
easat-5281	469	17	,	,	PUNCT
easat-5281	469	18	"	"	PUNCT
easat-5281	469	19	direct	direct	ADJ
easat-5281	469	20	marketing	marketing	NOUN
easat-5281	469	21	,	,	PUNCT
easat-5281	469	22	vol	vol	NOUN
easat-5281	469	23	.	.	PROPN
easat-5281	469	24	59	59	NUM
easat-5281	469	25	,	,	PUNCT
easat-5281	469	26	no	no	INTJ
easat-5281	469	27	.	.	NOUN
easat-5281	469	28	7	7	NUM
easat-5281	469	29	,	,	PUNCT
easat-5281	469	30	pp	pp	ADJ
easat-5281	469	31	.	.	PUNCT
easat-5281	470	1	50–53	50–53	NUM
easat-5281	470	2	,	,	PUNCT
easat-5281	470	3	1996	1996	NUM
easat-5281	470	4	.	.	PUNCT
easat-5281	471	1	[	[	X
easat-5281	471	2	31	31	NUM
easat-5281	471	3	]	]	PUNCT
easat-5281	471	4	l.	l.	PROPN
easat-5281	471	5	neuman	neuman	PROPN
easat-5281	471	6	,	,	PUNCT
easat-5281	471	7	social	social	ADJ
easat-5281	471	8	research	research	NOUN
easat-5281	471	9	methods	method	NOUN
easat-5281	471	10	:	:	PUNCT
easat-5281	471	11	qualitative	qualitative	NOUN
easat-5281	471	12	and	and	CCONJ
easat-5281	471	13	quantitative	quantitative	ADJ
easat-5281	471	14	approaches	approach	NOUN
easat-5281	471	15	.	.	PUNCT
easat-5281	472	1	harlow	harlow	PROPN
easat-5281	472	2	,	,	PUNCT
easat-5281	472	3	england	england	PROPN
easat-5281	472	4	:	:	PUNCT
easat-5281	472	5	pearson	pearson	PROPN
easat-5281	472	6	education	education	PROPN
easat-5281	472	7	limited	limit	VERB
easat-5281	472	8	,	,	PUNCT
easat-5281	472	9	2014	2014	NUM
easat-5281	472	10	.	.	PUNCT
easat-5281	473	1	[	[	X
easat-5281	473	2	32	32	NUM
easat-5281	473	3	]	]	PUNCT
easat-5281	473	4	s.	s.	PROPN
easat-5281	473	5	a.	a.	PROPN
easat-5281	473	6	pratminingsih	pratminingsih	PROPN
easat-5281	473	7	,	,	PUNCT
easat-5281	473	8	e.	e.	PROPN
easat-5281	473	9	astuty	astuty	PROPN
easat-5281	473	10	,	,	PUNCT
easat-5281	473	11	and	and	CCONJ
easat-5281	473	12	v.	v.	ADP
easat-5281	473	13	mardiansyah	mardiansyah	NOUN
easat-5281	473	14	,	,	PUNCT
easat-5281	473	15	"	"	PUNCT
easat-5281	473	16	the	the	DET
easat-5281	473	17	influence	influence	NOUN
easat-5281	473	18	of	of	ADP
easat-5281	473	19	electronic	electronic	ADJ
easat-5281	473	20	word	word	NOUN
easat-5281	473	21	of	of	ADP
easat-5281	473	22	mouth	mouth	NOUN
easat-5281	473	23	and	and	CCONJ
easat-5281	473	24	brand	brand	NOUN
easat-5281	473	25	image	image	NOUN
easat-5281	473	26	on	on	ADP
easat-5281	473	27	buying	buy	VERB
easat-5281	473	28	decision	decision	NOUN
easat-5281	473	29	,	,	PUNCT
easat-5281	473	30	"	"	PUNCT
easat-5281	473	31	journal	journal	NOUN
easat-5281	473	32	of	of	ADP
easat-5281	473	33	advanced	advanced	ADJ
easat-5281	473	34	research	research	NOUN
easat-5281	473	35	in	in	ADP
easat-5281	473	36	dynamical	dynamical	ADJ
easat-5281	473	37	&	&	CCONJ
easat-5281	473	38	control	control	PROPN
easat-5281	473	39	systems	systems	PROPN
easat-5281	473	40	,	,	PUNCT
easat-5281	473	41	vol	vol	NOUN
easat-5281	473	42	.	.	PROPN
easat-5281	473	43	11	11	NUM
easat-5281	473	44	,	,	PUNCT
easat-5281	473	45	no	no	INTJ
easat-5281	473	46	.	.	NOUN
easat-5281	473	47	3	3	NUM
easat-5281	473	48	,	,	PUNCT
easat-5281	473	49	pp	pp	ADJ
easat-5281	473	50	.	.	PUNCT
easat-5281	474	1	61	61	NUM
easat-5281	474	2	-	-	SYM
easat-5281	474	3	67	67	NUM
easat-5281	474	4	,	,	PUNCT
easat-5281	474	5	2019	2019	NUM
easat-5281	474	6	.	.	PUNCT
easat-5281	475	1	https://repository.widyatama.ac.id/items/f70641ec-9c55-4a57-95aa-592346b14151	https://repository.widyatama.ac.id/items/f70641ec-9c55-4a57-95aa-592346b14151	X
easat-5281	476	1	[	[	X
easat-5281	476	2	33	33	NUM
easat-5281	476	3	]	]	X
easat-5281	476	4	y.	y.	PROPN
easat-5281	476	5	w.	w.	PROPN
easat-5281	476	6	handranata	handranata	PROPN
easat-5281	476	7	,	,	PUNCT
easat-5281	476	8	m.	m.	NOUN
easat-5281	476	9	g.	g.	PROPN
easat-5281	476	10	herlina	herlina	PROPN
easat-5281	476	11	,	,	PUNCT
easat-5281	476	12	e.	e.	PROPN
easat-5281	476	13	l.	l.	PROPN
easat-5281	476	14	tanaya	tanaya	PROPN
easat-5281	476	15	,	,	PUNCT
easat-5281	476	16	and	and	CCONJ
easat-5281	476	17	r.	r.	PROPN
easat-5281	476	18	setiawan	setiawan	PROPN
easat-5281	476	19	,	,	PUNCT
easat-5281	476	20	"	"	PUNCT
easat-5281	476	21	out	out	ADP
easat-5281	476	22	-	-	PUNCT
easat-5281	476	23	of	of	ADP
easat-5281	476	24	-	-	PUNCT
easat-5281	476	25	group	group	NOUN
easat-5281	476	26	or	or	CCONJ
easat-5281	476	27	in	in	ADP
easat-5281	476	28	-	-	PUNCT
easat-5281	476	29	group	group	NOUN
easat-5281	476	30	e	e	NOUN
easat-5281	476	31	-	-	NOUN
easat-5281	476	32	wom	wom	NOUN
easat-5281	476	33	affects	affect	VERB
easat-5281	476	34	consumer	consumer	NOUN
easat-5281	476	35	purchasing	purchasing	NOUN
easat-5281	476	36	decision	decision	NOUN
easat-5281	476	37	?	?	PUNCT
easat-5281	477	1	,	,	PUNCT
easat-5281	477	2	"	"	PUNCT
easat-5281	477	3	in	in	ADP
easat-5281	477	4	e3s	e3s	PROPN
easat-5281	477	5	web	web	NOUN
easat-5281	477	6	of	of	ADP
easat-5281	477	7	conferences	conference	NOUN
easat-5281	477	8	,	,	PUNCT
easat-5281	477	9	2023	2023	NUM
easat-5281	477	10	,	,	PUNCT
easat-5281	477	11	vol	vol	NOUN
easat-5281	477	12	.	.	PROPN
easat-5281	477	13	426	426	NUM
easat-5281	477	14	:	:	PUNCT
easat-5281	477	15	edp	edp	PROPN
easat-5281	477	16	sciences	sciences	PROPN
easat-5281	477	17	,	,	PUNCT
easat-5281	477	18	p.	p.	NOUN
easat-5281	477	19	02117	02117	NUM
easat-5281	477	20	.	.	PUNCT
easat-5281	478	1	[	[	X
easat-5281	478	2	34	34	NUM
easat-5281	478	3	]	]	X
easat-5281	478	4	d.	d.	PROPN
easat-5281	478	5	pulungan	pulungan	PROPN
easat-5281	478	6	,	,	PUNCT
easat-5281	478	7	a.	a.	PROPN
easat-5281	478	8	fauzi	fauzi	PROPN
easat-5281	478	9	,	,	PUNCT
easat-5281	478	10	and	and	CCONJ
easat-5281	478	11	e.	e.	PROPN
easat-5281	478	12	s.	s.	PROPN
easat-5281	478	13	rini	rini	PROPN
easat-5281	478	14	,	,	PUNCT
easat-5281	478	15	"	"	PUNCT
easat-5281	478	16	the	the	DET
easat-5281	478	17	effect	effect	NOUN
easat-5281	478	18	of	of	ADP
easat-5281	478	19	product	product	NOUN
easat-5281	478	20	innovation	innovation	NOUN
easat-5281	478	21	,	,	PUNCT
easat-5281	478	22	consumer	consumer	NOUN
easat-5281	478	23	attidude	attidude	NOUN
easat-5281	478	24	,	,	PUNCT
easat-5281	478	25	and	and	CCONJ
easat-5281	478	26	advertising	advertising	NOUN
easat-5281	478	27	at	at	ADP
easat-5281	478	28	the	the	DET
easat-5281	478	29	purchase	purchase	NOUN
easat-5281	478	30	decision	decision	NOUN
easat-5281	478	31	of	of	ADP
easat-5281	478	32	yamaha	yamaha	PROPN
easat-5281	478	33	motorcycle	motorcycle	PROPN
easat-5281	478	34	in	in	ADP
easat-5281	478	35	cv	cv	PROPN
easat-5281	478	36	sejati	sejati	PROPN
easat-5281	478	37	mitra	mitra	PROPN
easat-5281	478	38	motor	motor	PROPN
easat-5281	478	39	medan	medan	PROPN
easat-5281	478	40	marelan	marelan	PROPN
easat-5281	478	41	,	,	PUNCT
easat-5281	478	42	"	"	PUNCT
easat-5281	478	43	international	international	ADJ
easat-5281	478	44	journal	journal	NOUN
easat-5281	478	45	of	of	ADP
easat-5281	478	46	business	business	NOUN
easat-5281	478	47	and	and	CCONJ
easat-5281	478	48	management	management	NOUN
easat-5281	478	49	invention	invention	NOUN
easat-5281	478	50	,	,	PUNCT
easat-5281	478	51	vol	vol	NOUN
easat-5281	478	52	.	.	PROPN
easat-5281	478	53	7	7	NUM
easat-5281	478	54	,	,	PUNCT
easat-5281	478	55	no	no	INTJ
easat-5281	478	56	.	.	NOUN
easat-5281	478	57	6	6	NUM
easat-5281	478	58	,	,	PUNCT
easat-5281	478	59	pp	pp	ADJ
easat-5281	478	60	.	.	PUNCT
easat-5281	479	1	42	42	NUM
easat-5281	479	2	-	-	SYM
easat-5281	479	3	50	50	NUM
easat-5281	479	4	,	,	PUNCT
easat-5281	479	5	2018	2018	NUM
easat-5281	479	6	.	.	PUNCT
easat-5281	480	1	[	[	X
easat-5281	480	2	35	35	NUM
easat-5281	480	3	]	]	X
easat-5281	480	4	s.	s.	PROPN
easat-5281	480	5	hariyadi	hariyadi	PROPN
easat-5281	480	6	,	,	PUNCT
easat-5281	480	7	a.	a.	NOUN
easat-5281	480	8	ningsih	ningsih	NOUN
easat-5281	480	9	,	,	PUNCT
easat-5281	480	10	and	and	CCONJ
easat-5281	480	11	j.	j.	PROPN
easat-5281	480	12	l.	l.	PROPN
easat-5281	480	13	away	away	ADV
easat-5281	480	14	,	,	PUNCT
easat-5281	480	15	"	"	PUNCT
easat-5281	480	16	the	the	DET
easat-5281	480	17	effect	effect	NOUN
easat-5281	480	18	of	of	ADP
easat-5281	480	19	effect	effect	NOUN
easat-5281	480	20	of	of	ADP
easat-5281	480	21	store	store	NOUN
easat-5281	480	22	image	image	NOUN
easat-5281	480	23	and	and	CCONJ
easat-5281	480	24	store	store	NOUN
easat-5281	480	25	location	location	NOUN
easat-5281	480	26	on	on	ADP
easat-5281	480	27	purchase	purchase	NOUN
easat-5281	480	28	decision	decision	NOUN
easat-5281	480	29	and	and	CCONJ
easat-5281	480	30	customer	customer	NOUN
easat-5281	480	31	loyalty	loyalty	NOUN
easat-5281	480	32	of	of	ADP
easat-5281	480	33	modern	modern	ADJ
easat-5281	480	34	retail	retail	NOUN
easat-5281	480	35	in	in	ADP
easat-5281	480	36	the	the	DET
easat-5281	480	37	city	city	NOUN
easat-5281	480	38	of	of	ADP
easat-5281	480	39	samarinda	samarinda	PROPN
easat-5281	480	40	,	,	PUNCT
easat-5281	480	41	"	"	PUNCT
easat-5281	480	42	international	international	ADJ
easat-5281	480	43	journal	journal	NOUN
easat-5281	480	44	of	of	ADP
easat-5281	480	45	scientific	scientific	PROPN
easat-5281	480	46	&	&	CCONJ
easat-5281	480	47	technology	technology	PROPN
easat-5281	480	48	research	research	NOUN
easat-5281	480	49	,	,	PUNCT
easat-5281	480	50	vol	vol	NOUN
easat-5281	480	51	.	.	PROPN
easat-5281	480	52	7	7	NUM
easat-5281	480	53	,	,	PUNCT
easat-5281	480	54	no	no	INTJ
easat-5281	480	55	.	.	NOUN
easat-5281	480	56	9	9	NUM
easat-5281	480	57	,	,	PUNCT
easat-5281	480	58	pp	pp	ADJ
easat-5281	480	59	.	.	PUNCT
easat-5281	481	1	66	66	NUM
easat-5281	481	2	-	-	SYM
easat-5281	481	3	72	72	NUM
easat-5281	481	4	,	,	PUNCT
easat-5281	481	5	2018	2018	NUM
easat-5281	481	6	.	.	PUNCT
easat-5281	482	1	[	[	X
easat-5281	482	2	36	36	NUM
easat-5281	482	3	]	]	X
easat-5281	482	4	c.	c.	PROPN
easat-5281	482	5	g.	g.	PROPN
easat-5281	482	6	thomas	thomas	PROPN
easat-5281	482	7	,	,	PUNCT
easat-5281	482	8	research	research	NOUN
easat-5281	482	9	methodology	methodology	NOUN
easat-5281	482	10	and	and	CCONJ
easat-5281	482	11	scientific	scientific	ADJ
easat-5281	482	12	writing	writing	NOUN
easat-5281	482	13	.	.	PUNCT
easat-5281	483	1	cham	cham	PROPN
easat-5281	483	2	:	:	PUNCT
easat-5281	483	3	springer	springer	NOUN
easat-5281	483	4	,	,	PUNCT
easat-5281	483	5	2021	2021	NUM
easat-5281	483	6	.	.	PUNCT
easat-5281	484	1	[	[	X
easat-5281	484	2	37	37	NUM
easat-5281	484	3	]	]	PUNCT
easat-5281	484	4	a.	a.	NOUN
easat-5281	484	5	rani	rani	PROPN
easat-5281	484	6	and	and	CCONJ
easat-5281	484	7	h.	h.	PROPN
easat-5281	484	8	shivaprasad	shivaprasad	PROPN
easat-5281	484	9	,	,	PUNCT
easat-5281	484	10	"	"	PUNCT
easat-5281	484	11	an	an	DET
easat-5281	484	12	empirical	empirical	ADJ
easat-5281	484	13	analysis	analysis	NOUN
easat-5281	484	14	of	of	ADP
easat-5281	484	15	receiver	receiver	NOUN
easat-5281	484	16	’s	’s	PART
easat-5281	484	17	psychological	psychological	ADJ
easat-5281	484	18	characteristics	characteristic	NOUN
easat-5281	484	19	in	in	ADP
easat-5281	484	20	ewom	ewom	NOUN
easat-5281	484	21	engagement	engagement	NOUN
easat-5281	484	22	,	,	PUNCT
easat-5281	484	23	"	"	PUNCT
easat-5281	484	24	international	international	ADJ
easat-5281	484	25	journal	journal	NOUN
easat-5281	484	26	of	of	ADP
easat-5281	484	27	cyber	cyber	PROPN
easat-5281	484	28	behavior	behavior	NOUN
easat-5281	484	29	,	,	PUNCT
easat-5281	484	30	psychology	psychology	NOUN
easat-5281	484	31	and	and	CCONJ
easat-5281	484	32	learning	learning	NOUN
easat-5281	484	33	,	,	PUNCT
easat-5281	484	34	vol	vol	NOUN
easat-5281	484	35	.	.	PROPN
easat-5281	484	36	12	12	NUM
easat-5281	484	37	,	,	PUNCT
easat-5281	484	38	no	no	INTJ
easat-5281	484	39	.	.	NOUN
easat-5281	484	40	1	1	NUM
easat-5281	484	41	,	,	PUNCT
easat-5281	484	42	pp	pp	ADJ
easat-5281	484	43	.	.	PUNCT
easat-5281	484	44	1	1	NUM
easat-5281	484	45	-	-	SYM
easat-5281	484	46	19	19	NUM
easat-5281	484	47	,	,	PUNCT
easat-5281	484	48	2022	2022	NUM
easat-5281	484	49	.	.	PUNCT
easat-5281	485	1	https://doi.org/10.4018/ijcbpl.298686	https://doi.org/10.4018/ijcbpl.298686	ADJ
easat-5281	485	2	[	[	X
easat-5281	485	3	38	38	NUM
easat-5281	485	4	]	]	PUNCT
easat-5281	485	5	m.	m.	NOUN
easat-5281	485	6	dempster	dempster	PROPN
easat-5281	485	7	and	and	CCONJ
easat-5281	485	8	d.	d.	PROPN
easat-5281	485	9	hanna	hanna	PROPN
easat-5281	485	10	,	,	PUNCT
easat-5281	485	11	research	research	NOUN
easat-5281	485	12	methods	method	NOUN
easat-5281	485	13	in	in	ADP
easat-5281	485	14	psychology	psychology	NOUN
easat-5281	485	15	for	for	ADP
easat-5281	485	16	dummies	dummy	NOUN
easat-5281	485	17	.	.	PUNCT
easat-5281	486	1	hoboken	hoboken	PROPN
easat-5281	486	2	,	,	PUNCT
easat-5281	486	3	nj	nj	PROPN
easat-5281	486	4	:	:	PUNCT
easat-5281	486	5	john	john	PROPN
easat-5281	486	6	wiley	wiley	PROPN
easat-5281	486	7	&	&	CCONJ
easat-5281	486	8	sons	son	NOUN
easat-5281	486	9	,	,	PUNCT
easat-5281	486	10	2015	2015	NUM
easat-5281	486	11	.	.	PUNCT
easat-5281	487	1	[	[	X
easat-5281	487	2	39	39	NUM
easat-5281	487	3	]	]	PUNCT
easat-5281	487	4	j.	j.	PROPN
easat-5281	487	5	p.	p.	PROPN
easat-5281	487	6	verma	verma	PROPN
easat-5281	487	7	and	and	CCONJ
easat-5281	487	8	a.-s	a.-	NOUN
easat-5281	487	9	.	.	PUNCT
easat-5281	488	1	g.	g.	PROPN
easat-5281	488	2	abdel	abdel	PROPN
easat-5281	488	3	-	-	PUNCT
easat-5281	488	4	salam	salam	PROPN
easat-5281	488	5	,	,	PUNCT
easat-5281	488	6	testing	test	VERB
easat-5281	488	7	statistical	statistical	ADJ
easat-5281	488	8	assumptions	assumption	NOUN
easat-5281	488	9	in	in	ADP
easat-5281	488	10	research	research	NOUN
easat-5281	488	11	hoboken	hoboken	PROPN
easat-5281	488	12	:	:	PUNCT
easat-5281	488	13	john	john	PROPN
easat-5281	488	14	wiley	wiley	PROPN
easat-5281	488	15	&	&	CCONJ
easat-5281	488	16	sons	son	NOUN
easat-5281	488	17	,	,	PUNCT
easat-5281	488	18	2019	2019	NUM
easat-5281	488	19	.	.	PUNCT
easat-5281	489	1	[	[	X
easat-5281	489	2	40	40	NUM
easat-5281	489	3	]	]	PUNCT
easat-5281	489	4	g.	g.	PROPN
easat-5281	489	5	j.	j.	PROPN
easat-5281	489	6	privitera	privitera	PROPN
easat-5281	489	7	,	,	PUNCT
easat-5281	489	8	statistics	statistic	NOUN
easat-5281	489	9	for	for	ADP
easat-5281	489	10	the	the	DET
easat-5281	489	11	behavioral	behavioral	ADJ
easat-5281	489	12	sciences	science	NOUN
easat-5281	489	13	.	.	PUNCT
easat-5281	490	1	thousand	thousand	NUM
easat-5281	490	2	oaks	oak	NOUN
easat-5281	490	3	,	,	PUNCT
easat-5281	490	4	ca	can	AUX
easat-5281	490	5	:	:	PUNCT
easat-5281	490	6	sage	sage	NOUN
easat-5281	490	7	publications	publication	NOUN
easat-5281	490	8	,	,	PUNCT
easat-5281	490	9	2023	2023	NUM
easat-5281	490	10	.	.	PUNCT
easat-5281	491	1	https://doi.org/10.1080/09720073.2014.11891492	https://doi.org/10.1080/09720073.2014.11891492	PROPN
easat-5281	491	2	https://doi.org/10.15549/jeecar.v10i6.1502	https://doi.org/10.15549/jeecar.v10i6.1502	PUNCT
easat-5281	491	3	https://repository.widyatama.ac.id/items/f70641ec-9c55-4a57-95aa-592346b14151	https://repository.widyatama.ac.id/items/f70641ec-9c55-4a57-95aa-592346b14151	NOUN
easat-5281	491	4	https://doi.org/10.4018/ijcbpl.298686	https://doi.org/10.4018/ijcbpl.298686	ADJ