id	sid	tid	token	lemma	pos
cana-2645	1	1	communications	communication	NOUN
cana-2645	1	2	on	on	ADP
cana-2645	1	3	applied	apply	VERB
cana-2645	1	4	nonlinear	nonlinear	ADJ
cana-2645	1	5	analysis	analysis	NOUN
cana-2645	1	6	issn	issn	NOUN
cana-2645	1	7	:	:	PUNCT
cana-2645	1	8	1074	1074	NUM
cana-2645	1	9	-	-	PUNCT
cana-2645	1	10	133x	133x	NUM
cana-2645	1	11	vol	vol	NOUN
cana-2645	1	12	32	32	NUM
cana-2645	1	13	no	no	NOUN
cana-2645	1	14	.	.	PUNCT
cana-2645	2	1	3s	3s	NUM
cana-2645	2	2	(	(	PUNCT
cana-2645	2	3	2025	2025	NUM
cana-2645	2	4	)	)	PUNCT
cana-2645	2	5	313	313	NUM
cana-2645	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	2	7	the	the	DET
cana-2645	2	8	influence	influence	NOUN
cana-2645	2	9	of	of	ADP
cana-2645	2	10	social	social	ADJ
cana-2645	2	11	media	medium	NOUN
cana-2645	2	12	algorithms	algorithm	NOUN
cana-2645	2	13	on	on	ADP
cana-2645	2	14	consumer	consumer	NOUN
cana-2645	2	15	buying	buying	NOUN
cana-2645	2	16	behaviour	behaviour	NOUN
cana-2645	2	17	dr.s	dr.s	PROPN
cana-2645	2	18	.	.	PUNCT
cana-2645	3	1	prabha	prabha	PROPN
cana-2645	3	2	arockia	arockia	PROPN
cana-2645	3	3	joans1	joans1	PROPN
cana-2645	3	4	,	,	PUNCT
cana-2645	3	5	dr.r.marie	dr.r.marie	X
cana-2645	3	6	sheila2	sheila2	NOUN
cana-2645	4	1	1assistant	1assistant	NUM
cana-2645	4	2	professor	professor	NOUN
cana-2645	4	3	of	of	ADP
cana-2645	4	4	commerce	commerce	PROPN
cana-2645	4	5	,	,	PUNCT
cana-2645	4	6	cross	cross	PROPN
cana-2645	4	7	college	college	PROPN
cana-2645	4	8	,	,	PUNCT
cana-2645	4	9	(	(	PUNCT
cana-2645	4	10	autonomous	autonomous	ADJ
cana-2645	4	11	)	)	PUNCT
cana-2645	4	12	,	,	PUNCT
cana-2645	4	13	tiruchirappalli-620	tiruchirappalli-620	NOUN
cana-2645	4	14	002	002	NUM
cana-2645	5	1	2assistant	2assistant	NUM
cana-2645	5	2	professor	professor	NOUN
cana-2645	5	3	of	of	ADP
cana-2645	5	4	commerce	commerce	PROPN
cana-2645	5	5	,	,	PUNCT
cana-2645	5	6	holy	holy	PROPN
cana-2645	5	7	holy	holy	PROPN
cana-2645	5	8	cross	cross	PROPN
cana-2645	5	9	college	college	PROPN
cana-2645	5	10	,	,	PUNCT
cana-2645	5	11	(	(	PUNCT
cana-2645	5	12	autonomous	autonomous	ADJ
cana-2645	5	13	)	)	PUNCT
cana-2645	5	14	,	,	PUNCT
cana-2645	5	15	tiruchirappalli-620	tiruchirappalli-620	NOUN
cana-2645	5	16	002	002	NUM
cana-2645	5	17	article	article	NOUN
cana-2645	5	18	history	history	NOUN
cana-2645	5	19	:	:	PUNCT
cana-2645	5	20	received	receive	VERB
cana-2645	5	21	:	:	PUNCT
cana-2645	5	22	20	20	NUM
cana-2645	5	23	-	-	SYM
cana-2645	5	24	09	09	NUM
cana-2645	5	25	-	-	PUNCT
cana-2645	5	26	2024	2024	NUM
cana-2645	5	27	revised	revise	VERB
cana-2645	5	28	:	:	PUNCT
cana-2645	5	29	02	02	NUM
cana-2645	5	30	-	-	SYM
cana-2645	5	31	11	11	NUM
cana-2645	5	32	-	-	PUNCT
cana-2645	5	33	2024	2024	NUM
cana-2645	5	34	accepted	accept	VERB
cana-2645	5	35	:	:	PUNCT
cana-2645	5	36	20	20	NUM
cana-2645	5	37	-	-	SYM
cana-2645	5	38	11	11	NUM
cana-2645	5	39	-	-	PUNCT
cana-2645	5	40	2024	2024	NUM
cana-2645	5	41	abstract	abstract	NOUN
cana-2645	5	42	:	:	PUNCT
cana-2645	5	43	social	social	ADJ
cana-2645	5	44	media	medium	NOUN
cana-2645	5	45	algorithms	algorithm	NOUN
cana-2645	5	46	significantly	significantly	ADV
cana-2645	5	47	shape	shape	VERB
cana-2645	5	48	72	72	NUM
cana-2645	5	49	%	%	NOUN
cana-2645	5	50	of	of	ADP
cana-2645	5	51	consumer	consumer	NOUN
cana-2645	5	52	purchasing	purchasing	NOUN
cana-2645	5	53	choices	choice	NOUN
cana-2645	5	54	by	by	ADP
cana-2645	5	55	customizing	customize	VERB
cana-2645	5	56	content	content	NOUN
cana-2645	5	57	to	to	PART
cana-2645	5	58	align	align	VERB
cana-2645	5	59	with	with	ADP
cana-2645	5	60	user	user	NOUN
cana-2645	5	61	interests	interest	NOUN
cana-2645	5	62	.	.	PUNCT
cana-2645	6	1	this	this	DET
cana-2645	6	2	research	research	NOUN
cana-2645	6	3	investigates	investigate	VERB
cana-2645	6	4	the	the	DET
cana-2645	6	5	connection	connection	NOUN
cana-2645	6	6	between	between	ADP
cana-2645	6	7	engagement	engagement	NOUN
cana-2645	6	8	metrics	metric	NOUN
cana-2645	6	9	—	—	PUNCT
cana-2645	6	10	such	such	ADJ
cana-2645	6	11	as	as	ADP
cana-2645	6	12	likes	like	NOUN
cana-2645	6	13	,	,	PUNCT
cana-2645	6	14	comments	comment	NOUN
cana-2645	6	15	,	,	PUNCT
cana-2645	6	16	and	and	CCONJ
cana-2645	6	17	shares	share	NOUN
cana-2645	6	18	—	—	PUNCT
cana-2645	6	19	and	and	CCONJ
cana-2645	6	20	consumer	consumer	NOUN
cana-2645	6	21	purchases	purchase	NOUN
cana-2645	6	22	,	,	PUNCT
cana-2645	6	23	employing	employ	VERB
cana-2645	6	24	structured	structured	ADJ
cana-2645	6	25	questionnaires	questionnaire	NOUN
cana-2645	6	26	and	and	CCONJ
cana-2645	6	27	sophisticated	sophisticated	ADJ
cana-2645	6	28	statistical	statistical	ADJ
cana-2645	6	29	methods	method	NOUN
cana-2645	6	30	like	like	ADP
cana-2645	6	31	regression	regression	VERB
cana-2645	6	32	analysis	analysis	NOUN
cana-2645	6	33	and	and	CCONJ
cana-2645	6	34	spearman	spearman	NOUN
cana-2645	6	35	's	's	PART
cana-2645	6	36	rank	rank	NOUN
cana-2645	6	37	correlation	correlation	NOUN
cana-2645	6	38	,	,	PUNCT
cana-2645	6	39	analyzing	analyze	VERB
cana-2645	6	40	responses	response	NOUN
cana-2645	6	41	from	from	ADP
cana-2645	6	42	224	224	NUM
cana-2645	6	43	participants	participant	NOUN
cana-2645	6	44	.	.	PUNCT
cana-2645	7	1	the	the	DET
cana-2645	7	2	findings	finding	NOUN
cana-2645	7	3	indicate	indicate	VERB
cana-2645	7	4	a	a	DET
cana-2645	7	5	notable	notable	ADJ
cana-2645	7	6	link	link	NOUN
cana-2645	7	7	between	between	ADP
cana-2645	7	8	personalized	personalized	ADJ
cana-2645	7	9	content	content	NOUN
cana-2645	7	10	and	and	CCONJ
cana-2645	7	11	buying	buy	VERB
cana-2645	7	12	behavior	behavior	NOUN
cana-2645	7	13	,	,	PUNCT
cana-2645	7	14	with	with	ADP
cana-2645	7	15	algorithms	algorithm	NOUN
cana-2645	7	16	enhancing	enhance	VERB
cana-2645	7	17	engagement	engagement	NOUN
cana-2645	7	18	by	by	ADP
cana-2645	7	19	adjusting	adjust	VERB
cana-2645	7	20	content	content	NOUN
cana-2645	7	21	visibility	visibility	NOUN
cana-2645	7	22	.	.	PUNCT
cana-2645	8	1	importantly	importantly	ADV
cana-2645	8	2	,	,	PUNCT
cana-2645	8	3	over	over	ADP
cana-2645	8	4	half	half	NOUN
cana-2645	8	5	of	of	ADP
cana-2645	8	6	consumers	consumer	NOUN
cana-2645	8	7	believe	believe	VERB
cana-2645	8	8	that	that	SCONJ
cana-2645	8	9	personalized	personalize	VERB
cana-2645	8	10	advertisements	advertisement	NOUN
cana-2645	8	11	directly	directly	ADV
cana-2645	8	12	affect	affect	VERB
cana-2645	8	13	their	their	PRON
cana-2645	8	14	purchasing	purchasing	NOUN
cana-2645	8	15	decisions	decision	NOUN
cana-2645	8	16	,	,	PUNCT
cana-2645	8	17	while	while	SCONJ
cana-2645	8	18	higher	high	ADJ
cana-2645	8	19	user	user	NOUN
cana-2645	8	20	engagement	engagement	NOUN
cana-2645	8	21	boosts	boost	VERB
cana-2645	8	22	brand	brand	NOUN
cana-2645	8	23	trust	trust	PROPN
cana-2645	8	24	.	.	PUNCT
cana-2645	9	1	the	the	DET
cana-2645	9	2	research	research	NOUN
cana-2645	9	3	emphasizes	emphasize	VERB
cana-2645	9	4	the	the	DET
cana-2645	9	5	necessity	necessity	NOUN
cana-2645	9	6	for	for	SCONJ
cana-2645	9	7	digital	digital	ADJ
cana-2645	9	8	marketers	marketer	NOUN
cana-2645	9	9	to	to	PART
cana-2645	9	10	align	align	VERB
cana-2645	9	11	their	their	PRON
cana-2645	9	12	content	content	NOUN
cana-2645	9	13	strategies	strategy	NOUN
cana-2645	9	14	with	with	ADP
cana-2645	9	15	algorithmic	algorithmic	ADJ
cana-2645	9	16	trends	trend	NOUN
cana-2645	9	17	to	to	PART
cana-2645	9	18	enhance	enhance	VERB
cana-2645	9	19	visibility	visibility	NOUN
cana-2645	9	20	,	,	PUNCT
cana-2645	9	21	engagement	engagement	NOUN
cana-2645	9	22	,	,	PUNCT
cana-2645	9	23	and	and	CCONJ
cana-2645	9	24	sales	sale	NOUN
cana-2645	9	25	,	,	PUNCT
cana-2645	9	26	especially	especially	ADV
cana-2645	9	27	as	as	SCONJ
cana-2645	9	28	around	around	ADP
cana-2645	9	29	54	54	NUM
cana-2645	9	30	%	%	NOUN
cana-2645	9	31	of	of	ADP
cana-2645	9	32	users	user	NOUN
cana-2645	9	33	acknowledge	acknowledge	VERB
cana-2645	9	34	the	the	DET
cana-2645	9	35	strong	strong	ADJ
cana-2645	9	36	influence	influence	NOUN
cana-2645	9	37	of	of	ADP
cana-2645	9	38	algorithms	algorithm	NOUN
cana-2645	9	39	on	on	ADP
cana-2645	9	40	their	their	PRON
cana-2645	9	41	content	content	NOUN
cana-2645	9	42	.	.	PUNCT
cana-2645	10	1	this	this	DET
cana-2645	10	2	study	study	NOUN
cana-2645	10	3	highlights	highlight	VERB
cana-2645	10	4	the	the	DET
cana-2645	10	5	imperative	imperative	NOUN
cana-2645	10	6	for	for	SCONJ
cana-2645	10	7	marketers	marketer	NOUN
cana-2645	10	8	to	to	PART
cana-2645	10	9	stay	stay	VERB
cana-2645	10	10	proactive	proactive	ADJ
cana-2645	10	11	in	in	ADP
cana-2645	10	12	adapting	adapt	VERB
cana-2645	10	13	to	to	ADP
cana-2645	10	14	algorithmic	algorithmic	ADJ
cana-2645	10	15	changes	change	NOUN
cana-2645	10	16	to	to	PART
cana-2645	10	17	optimize	optimize	VERB
cana-2645	10	18	their	their	PRON
cana-2645	10	19	digital	digital	ADJ
cana-2645	10	20	marketing	marketing	NOUN
cana-2645	10	21	initiatives	initiative	NOUN
cana-2645	10	22	.	.	PUNCT
cana-2645	11	1	keywords	keyword	NOUN
cana-2645	11	2	:	:	PUNCT
cana-2645	11	3	social	social	ADJ
cana-2645	11	4	media	medium	NOUN
cana-2645	11	5	algorithms	algorithm	NOUN
cana-2645	11	6	,	,	PUNCT
cana-2645	11	7	consumer	consumer	NOUN
cana-2645	11	8	buying	buying	NOUN
cana-2645	11	9	behaviour	behaviour	NOUN
cana-2645	11	10	,	,	PUNCT
cana-2645	11	11	digital	digital	ADJ
cana-2645	11	12	marketing	marketing	NOUN
cana-2645	11	13	,	,	PUNCT
cana-2645	11	14	content	content	NOUN
cana-2645	11	15	,	,	PUNCT
cana-2645	11	16	user	user	NOUN
cana-2645	11	17	engagement	engagement	NOUN
cana-2645	11	18	,	,	PUNCT
cana-2645	11	19	quantitative	quantitative	ADJ
cana-2645	11	20	research	research	NOUN
cana-2645	11	21	,	,	PUNCT
cana-2645	11	22	statistical	statistical	ADJ
cana-2645	11	23	analysis	analysis	NOUN
cana-2645	11	24	,	,	PUNCT
cana-2645	11	25	marketing	marketing	NOUN
cana-2645	11	26	strategies	strategy	NOUN
cana-2645	11	27	,	,	PUNCT
cana-2645	11	28	algorithmic	algorithmic	ADJ
cana-2645	11	29	trends	trend	NOUN
cana-2645	11	30	,	,	PUNCT
cana-2645	11	31	content	content	NOUN
cana-2645	11	32	optimization	optimization	NOUN
cana-2645	11	33	.	.	PUNCT
cana-2645	12	1	1	1	X
cana-2645	12	2	.	.	X
cana-2645	12	3	introduction	introduction	NOUN
cana-2645	12	4	in	in	ADP
cana-2645	12	5	2023	2023	NUM
cana-2645	12	6	,	,	PUNCT
cana-2645	12	7	it	it	PRON
cana-2645	12	8	was	be	AUX
cana-2645	12	9	estimated	estimate	VERB
cana-2645	12	10	that	that	SCONJ
cana-2645	12	11	over	over	ADP
cana-2645	12	12	4.76	4.76	NUM
cana-2645	12	13	billion	billion	NUM
cana-2645	12	14	individuals	individual	NOUN
cana-2645	12	15	globally	globally	ADV
cana-2645	12	16	utilized	utilize	VERB
cana-2645	12	17	social	social	ADJ
cana-2645	12	18	media	medium	NOUN
cana-2645	12	19	,	,	PUNCT
cana-2645	12	20	constituting	constitute	VERB
cana-2645	12	21	nearly	nearly	ADV
cana-2645	12	22	60	60	NUM
cana-2645	12	23	%	%	NOUN
cana-2645	12	24	of	of	ADP
cana-2645	12	25	the	the	DET
cana-2645	12	26	world	world	NOUN
cana-2645	12	27	’s	’s	PART
cana-2645	12	28	population	population	NOUN
cana-2645	12	29	.	.	PUNCT
cana-2645	13	1	platforms	platform	NOUN
cana-2645	13	2	like	like	ADP
cana-2645	13	3	facebook	facebook	PROPN
cana-2645	13	4	,	,	PUNCT
cana-2645	13	5	instagram	instagram	PROPN
cana-2645	13	6	,	,	PUNCT
cana-2645	13	7	and	and	CCONJ
cana-2645	13	8	tiktok	tiktok	NOUN
cana-2645	13	9	have	have	AUX
cana-2645	13	10	experienced	experience	VERB
cana-2645	13	11	remarkable	remarkable	ADJ
cana-2645	13	12	growth	growth	NOUN
cana-2645	13	13	,	,	PUNCT
cana-2645	13	14	with	with	ADP
cana-2645	13	15	facebook	facebook	PROPN
cana-2645	13	16	alone	alone	ADV
cana-2645	13	17	boasting	boast	VERB
cana-2645	13	18	2.9	2.9	NUM
cana-2645	13	19	billion	billion	NUM
cana-2645	13	20	monthly	monthly	ADJ
cana-2645	13	21	active	active	ADJ
cana-2645	13	22	users[1][3	users[1][3	NOUN
cana-2645	13	23	]	]	PUNCT
cana-2645	13	24	.	.	PUNCT
cana-2645	14	1	according	accord	VERB
cana-2645	14	2	to	to	ADP
cana-2645	14	3	statista	statista	NOUN
cana-2645	14	4	,	,	PUNCT
cana-2645	14	5	71	71	NUM
cana-2645	14	6	%	%	NOUN
cana-2645	14	7	of	of	ADP
cana-2645	14	8	consumers	consumer	NOUN
cana-2645	14	9	are	be	AUX
cana-2645	14	10	more	more	ADV
cana-2645	14	11	inclined	inclined	ADJ
cana-2645	14	12	to	to	PART
cana-2645	14	13	make	make	VERB
cana-2645	14	14	purchases	purchase	NOUN
cana-2645	14	15	based	base	VERB
cana-2645	14	16	on	on	ADP
cana-2645	14	17	social	social	ADJ
cana-2645	14	18	media	medium	NOUN
cana-2645	14	19	referrals	referral	NOUN
cana-2645	14	20	,	,	PUNCT
cana-2645	14	21	while	while	SCONJ
cana-2645	14	22	49	49	NUM
cana-2645	14	23	%	%	NOUN
cana-2645	14	24	rely	rely	VERB
cana-2645	14	25	on	on	ADP
cana-2645	14	26	influencer	influencer	NOUN
cana-2645	14	27	recommendations	recommendation	NOUN
cana-2645	14	28	to	to	PART
cana-2645	14	29	guide	guide	VERB
cana-2645	14	30	their	their	PRON
cana-2645	14	31	buying	buying	NOUN
cana-2645	14	32	choices	choice	NOUN
cana-2645	14	33	.	.	PUNCT
cana-2645	15	1	additionally	additionally	ADV
cana-2645	15	2	,	,	PUNCT
cana-2645	15	3	62	62	NUM
cana-2645	15	4	%	%	NOUN
cana-2645	15	5	of	of	ADP
cana-2645	15	6	millennials	millennial	NOUN
cana-2645	15	7	indicate	indicate	VERB
cana-2645	15	8	that	that	SCONJ
cana-2645	15	9	social	social	ADJ
cana-2645	15	10	media	medium	NOUN
cana-2645	15	11	plays	play	VERB
cana-2645	15	12	a	a	DET
cana-2645	15	13	vital	vital	ADJ
cana-2645	15	14	role	role	NOUN
cana-2645	15	15	in	in	ADP
cana-2645	15	16	cultivating	cultivate	VERB
cana-2645	15	17	brand	brand	NOUN
cana-2645	15	18	loyalty	loyalty	NOUN
cana-2645	15	19	.	.	PUNCT
cana-2645	16	1	given	give	VERB
cana-2645	16	2	that	that	SCONJ
cana-2645	16	3	personalized	personalize	VERB
cana-2645	16	4	advertisements	advertisement	NOUN
cana-2645	16	5	drive	drive	VERB
cana-2645	16	6	31	31	NUM
cana-2645	16	7	%	%	NOUN
cana-2645	16	8	of	of	ADP
cana-2645	16	9	users	user	NOUN
cana-2645	16	10	to	to	PART
cana-2645	16	11	explore	explore	VERB
cana-2645	16	12	products	product	NOUN
cana-2645	16	13	,	,	PUNCT
cana-2645	16	14	it	it	PRON
cana-2645	16	15	is	be	AUX
cana-2645	16	16	evident	evident	ADJ
cana-2645	16	17	that	that	SCONJ
cana-2645	16	18	algorithms	algorithm	NOUN
cana-2645	16	19	increasingly	increasingly	ADV
cana-2645	16	20	shape	shape	VERB
cana-2645	16	21	purchasing	purchasing	NOUN
cana-2645	16	22	behavior	behavior	NOUN
cana-2645	16	23	.	.	PUNCT
cana-2645	17	1	research	research	NOUN
cana-2645	17	2	shows	show	VERB
cana-2645	17	3	that	that	SCONJ
cana-2645	17	4	algorithm	algorithm	NOUN
cana-2645	17	5	-	-	PUNCT
cana-2645	17	6	driven	drive	VERB
cana-2645	17	7	content	content	NOUN
cana-2645	17	8	personalization	personalization	NOUN
cana-2645	17	9	can	can	AUX
cana-2645	17	10	elevate	elevate	VERB
cana-2645	17	11	engagement	engagement	NOUN
cana-2645	17	12	rates	rate	NOUN
cana-2645	17	13	by	by	ADP
cana-2645	17	14	up	up	ADP
cana-2645	17	15	to	to	PART
cana-2645	17	16	15	15	NUM
cana-2645	17	17	%	%	NOUN
cana-2645	17	18	,	,	PUNCT
cana-2645	17	19	underscoring	underscore	VERB
cana-2645	17	20	the	the	DET
cana-2645	17	21	substantial	substantial	ADJ
cana-2645	17	22	impact	impact	NOUN
cana-2645	17	23	these	these	DET
cana-2645	17	24	algorithms	algorithm	NOUN
cana-2645	17	25	have	have	VERB
cana-2645	17	26	on	on	ADP
cana-2645	17	27	consumer	consumer	NOUN
cana-2645	17	28	decisions[2	decisions[2	PROPN
cana-2645	17	29	]	]	PUNCT
cana-2645	17	30	.	.	PUNCT
cana-2645	18	1	communications	communication	NOUN
cana-2645	18	2	on	on	ADP
cana-2645	18	3	applied	apply	VERB
cana-2645	18	4	nonlinear	nonlinear	ADJ
cana-2645	18	5	analysis	analysis	NOUN
cana-2645	18	6	issn	issn	NOUN
cana-2645	18	7	:	:	PUNCT
cana-2645	18	8	1074	1074	NUM
cana-2645	18	9	-	-	PUNCT
cana-2645	18	10	133x	133x	NUM
cana-2645	18	11	vol	vol	NOUN
cana-2645	18	12	32	32	NUM
cana-2645	18	13	no	no	NOUN
cana-2645	18	14	.	.	PUNCT
cana-2645	19	1	3s	3s	NUM
cana-2645	19	2	(	(	PUNCT
cana-2645	19	3	2025	2025	NUM
cana-2645	19	4	)	)	PUNCT
cana-2645	19	5	314	314	NUM
cana-2645	19	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	19	7	social	social	ADJ
cana-2645	19	8	media	medium	NOUN
cana-2645	19	9	algorithms	algorithm	NOUN
cana-2645	19	10	serve	serve	VERB
cana-2645	19	11	as	as	ADP
cana-2645	19	12	powerful	powerful	ADJ
cana-2645	19	13	influencers	influencer	NOUN
cana-2645	19	14	,	,	PUNCT
cana-2645	19	15	determining	determine	VERB
cana-2645	19	16	which	which	DET
cana-2645	19	17	posts	post	NOUN
cana-2645	19	18	appear	appear	VERB
cana-2645	19	19	in	in	ADP
cana-2645	19	20	users	user	NOUN
cana-2645	19	21	’	'	PUNCT
cana-2645	19	22	feeds	feed	NOUN
cana-2645	19	23	,	,	PUNCT
cana-2645	19	24	the	the	DET
cana-2645	19	25	advertisements	advertisement	NOUN
cana-2645	19	26	they	they	PRON
cana-2645	19	27	encounter	encounter	VERB
cana-2645	19	28	,	,	PUNCT
cana-2645	19	29	and	and	CCONJ
cana-2645	19	30	the	the	DET
cana-2645	19	31	sequence	sequence	NOUN
cana-2645	19	32	in	in	ADP
cana-2645	19	33	which	which	PRON
cana-2645	19	34	content	content	NOUN
cana-2645	19	35	is	be	AUX
cana-2645	19	36	displayed	display	VERB
cana-2645	19	37	.	.	PUNCT
cana-2645	20	1	this	this	DET
cana-2645	20	2	dissertation	dissertation	NOUN
cana-2645	20	3	explores	explore	VERB
cana-2645	20	4	the	the	DET
cana-2645	20	5	intricate	intricate	ADJ
cana-2645	20	6	relationship	relationship	NOUN
cana-2645	20	7	between	between	ADP
cana-2645	20	8	the	the	DET
cana-2645	20	9	structural	structural	ADJ
cana-2645	20	10	mechanisms	mechanism	NOUN
cana-2645	20	11	of	of	ADP
cana-2645	20	12	social	social	ADJ
cana-2645	20	13	media	medium	NOUN
cana-2645	20	14	algorithms	algorithm	NOUN
cana-2645	20	15	and	and	CCONJ
cana-2645	20	16	consumer	consumer	NOUN
cana-2645	20	17	behavior	behavior	NOUN
cana-2645	20	18	concerning	concern	VERB
cana-2645	20	19	purchasing	purchasing	NOUN
cana-2645	20	20	decisions	decision	NOUN
cana-2645	20	21	.	.	PUNCT
cana-2645	21	1	the	the	DET
cana-2645	21	2	aim	aim	NOUN
cana-2645	21	3	is	be	AUX
cana-2645	21	4	to	to	PART
cana-2645	21	5	furnish	furnish	VERB
cana-2645	21	6	valuable	valuable	ADJ
cana-2645	21	7	insights	insight	NOUN
cana-2645	21	8	for	for	ADP
cana-2645	21	9	businesses	business	NOUN
cana-2645	21	10	navigating	navigate	VERB
cana-2645	21	11	the	the	DET
cana-2645	21	12	complex	complex	ADJ
cana-2645	21	13	digital	digital	ADJ
cana-2645	21	14	marketing	marketing	NOUN
cana-2645	21	15	landscape	landscape	NOUN
cana-2645	21	16	by	by	ADP
cana-2645	21	17	examining	examine	VERB
cana-2645	21	18	the	the	DET
cana-2645	21	19	various	various	ADJ
cana-2645	21	20	ways	way	NOUN
cana-2645	21	21	algorithms	algorithm	NOUN
cana-2645	21	22	affect	affect	VERB
cana-2645	21	23	content	content	NOUN
cana-2645	21	24	exposure	exposure	NOUN
cana-2645	21	25	,	,	PUNCT
cana-2645	21	26	user	user	NOUN
cana-2645	21	27	engagement	engagement	NOUN
cana-2645	21	28	,	,	PUNCT
cana-2645	21	29	and	and	CCONJ
cana-2645	21	30	consumer	consumer	NOUN
cana-2645	21	31	purchasing	purchasing	NOUN
cana-2645	21	32	choices	choice	NOUN
cana-2645	21	33	[	[	X
cana-2645	21	34	4	4	NUM
cana-2645	21	35	]	]	PUNCT
cana-2645	21	36	.	.	PUNCT
cana-2645	22	1	the	the	DET
cana-2645	22	2	contemporary	contemporary	ADJ
cana-2645	22	3	era	era	NOUN
cana-2645	22	4	is	be	AUX
cana-2645	22	5	marked	mark	VERB
cana-2645	22	6	by	by	ADP
cana-2645	22	7	widespread	widespread	ADJ
cana-2645	22	8	digital	digital	ADJ
cana-2645	22	9	connectivity	connectivity	NOUN
cana-2645	22	10	and	and	CCONJ
cana-2645	22	11	abundant	abundant	ADJ
cana-2645	22	12	information	information	NOUN
cana-2645	22	13	.	.	PUNCT
cana-2645	23	1	social	social	ADJ
cana-2645	23	2	media	medium	NOUN
cana-2645	23	3	algorithms	algorithm	NOUN
cana-2645	23	4	have	have	AUX
cana-2645	23	5	emerged	emerge	VERB
cana-2645	23	6	as	as	ADP
cana-2645	23	7	influential	influential	ADJ
cana-2645	23	8	gatekeepers	gatekeeper	NOUN
cana-2645	23	9	,	,	PUNCT
cana-2645	23	10	shaping	shape	VERB
cana-2645	23	11	the	the	DET
cana-2645	23	12	content	content	NOUN
cana-2645	23	13	users	user	NOUN
cana-2645	23	14	encounter	encounter	VERB
cana-2645	23	15	and	and	CCONJ
cana-2645	23	16	engage	engage	VERB
cana-2645	23	17	with	with	ADP
cana-2645	23	18	,	,	PUNCT
cana-2645	23	19	ultimately	ultimately	ADV
cana-2645	23	20	affecting	affect	VERB
cana-2645	23	21	their	their	PRON
cana-2645	23	22	purchasing	purchasing	NOUN
cana-2645	23	23	decisions	decision	NOUN
cana-2645	23	24	.	.	PUNCT
cana-2645	24	1	as	as	SCONJ
cana-2645	24	2	social	social	ADJ
cana-2645	24	3	media	media	NOUN
cana-2645	24	4	becomes	become	VERB
cana-2645	24	5	a	a	DET
cana-2645	24	6	primary	primary	ADJ
cana-2645	24	7	avenue	avenue	NOUN
cana-2645	24	8	for	for	ADP
cana-2645	24	9	communication	communication	NOUN
cana-2645	24	10	and	and	CCONJ
cana-2645	24	11	content	content	NOUN
cana-2645	24	12	dissemination	dissemination	NOUN
cana-2645	24	13	,	,	PUNCT
cana-2645	24	14	understanding	understand	VERB
cana-2645	24	15	the	the	DET
cana-2645	24	16	intricate	intricate	ADJ
cana-2645	24	17	mechanisms	mechanism	NOUN
cana-2645	24	18	underlying	underlie	VERB
cana-2645	24	19	these	these	DET
cana-2645	24	20	algorithms	algorithm	NOUN
cana-2645	24	21	is	be	AUX
cana-2645	24	22	essential	essential	ADJ
cana-2645	24	23	.	.	PUNCT
cana-2645	25	1	these	these	DET
cana-2645	25	2	elements	element	NOUN
cana-2645	25	3	are	be	AUX
cana-2645	25	4	pivotal	pivotal	ADJ
cana-2645	25	5	,	,	PUNCT
cana-2645	25	6	actively	actively	ADV
cana-2645	25	7	creating	create	VERB
cana-2645	25	8	the	the	DET
cana-2645	25	9	digital	digital	ADJ
cana-2645	25	10	environments	environment	NOUN
cana-2645	25	11	where	where	SCONJ
cana-2645	25	12	consumers	consumer	NOUN
cana-2645	25	13	interact	interact	VERB
cana-2645	25	14	with	with	ADP
cana-2645	25	15	products	product	NOUN
cana-2645	25	16	,	,	PUNCT
cana-2645	25	17	services	service	NOUN
cana-2645	25	18	,	,	PUNCT
cana-2645	25	19	and	and	CCONJ
cana-2645	25	20	brands	brand	NOUN
cana-2645	25	21	.	.	PUNCT
cana-2645	26	1	gaining	gain	VERB
cana-2645	26	2	insight	insight	NOUN
cana-2645	26	3	into	into	ADP
cana-2645	26	4	the	the	DET
cana-2645	26	5	impact	impact	NOUN
cana-2645	26	6	of	of	ADP
cana-2645	26	7	these	these	DET
cana-2645	26	8	algorithms	algorithm	NOUN
cana-2645	26	9	on	on	ADP
cana-2645	26	10	the	the	DET
cana-2645	26	11	digital	digital	ADJ
cana-2645	26	12	marketplace	marketplace	NOUN
cana-2645	26	13	and	and	CCONJ
cana-2645	26	14	their	their	PRON
cana-2645	26	15	effect	effect	NOUN
cana-2645	26	16	on	on	ADP
cana-2645	26	17	consumer	consumer	NOUN
cana-2645	26	18	purchasing	purchasing	NOUN
cana-2645	26	19	behavior	behavior	NOUN
cana-2645	26	20	is	be	AUX
cana-2645	26	21	vital	vital	ADJ
cana-2645	26	22	for	for	ADP
cana-2645	26	23	companies	company	NOUN
cana-2645	26	24	aiming	aim	VERB
cana-2645	26	25	to	to	PART
cana-2645	26	26	make	make	VERB
cana-2645	26	27	informed	informed	ADJ
cana-2645	26	28	marketing	marketing	NOUN
cana-2645	26	29	strategy	strategy	NOUN
cana-2645	26	30	decisions[5][7	decisions[5][7	NOUN
cana-2645	26	31	]	]	PUNCT
cana-2645	26	32	.	.	PUNCT
cana-2645	27	1	this	this	DET
cana-2645	27	2	research	research	NOUN
cana-2645	27	3	embarks	embark	VERB
cana-2645	27	4	on	on	ADP
cana-2645	27	5	a	a	DET
cana-2645	27	6	comprehensive	comprehensive	ADJ
cana-2645	27	7	quest	quest	NOUN
cana-2645	27	8	to	to	PART
cana-2645	27	9	discern	discern	VERB
cana-2645	27	10	the	the	DET
cana-2645	27	11	influence	influence	NOUN
cana-2645	27	12	of	of	ADP
cana-2645	27	13	social	social	ADJ
cana-2645	27	14	media	medium	NOUN
cana-2645	27	15	algorithms	algorithm	NOUN
cana-2645	27	16	on	on	ADP
cana-2645	27	17	consumer	consumer	NOUN
cana-2645	27	18	purchasing	purchasing	NOUN
cana-2645	27	19	behavior	behavior	NOUN
cana-2645	27	20	.	.	PUNCT
cana-2645	28	1	the	the	DET
cana-2645	28	2	study	study	NOUN
cana-2645	28	3	aspires	aspire	VERB
cana-2645	28	4	to	to	PART
cana-2645	28	5	deliver	deliver	VERB
cana-2645	28	6	a	a	DET
cana-2645	28	7	thorough	thorough	ADJ
cana-2645	28	8	,	,	PUNCT
cana-2645	28	9	evidence	evidence	NOUN
cana-2645	28	10	-	-	PUNCT
cana-2645	28	11	based	base	VERB
cana-2645	28	12	analysis	analysis	NOUN
cana-2645	28	13	of	of	ADP
cana-2645	28	14	how	how	SCONJ
cana-2645	28	15	algorithmic	algorithmic	ADJ
cana-2645	28	16	content	content	NOUN
cana-2645	28	17	curation	curation	NOUN
cana-2645	28	18	affects	affect	VERB
cana-2645	28	19	user	user	NOUN
cana-2645	28	20	engagement	engagement	NOUN
cana-2645	28	21	with	with	ADP
cana-2645	28	22	brands	brand	NOUN
cana-2645	28	23	,	,	PUNCT
cana-2645	28	24	products	product	NOUN
cana-2645	28	25	,	,	PUNCT
cana-2645	28	26	and	and	CCONJ
cana-2645	28	27	services	service	NOUN
cana-2645	28	28	,	,	PUNCT
cana-2645	28	29	leveraging	leverage	VERB
cana-2645	28	30	empirical	empirical	ADJ
cana-2645	28	31	research	research	NOUN
cana-2645	28	32	and	and	CCONJ
cana-2645	28	33	an	an	DET
cana-2645	28	34	in	in	ADP
cana-2645	28	35	-	-	PUNCT
cana-2645	28	36	depth	depth	NOUN
cana-2645	28	37	examination	examination	NOUN
cana-2645	28	38	of	of	ADP
cana-2645	28	39	the	the	DET
cana-2645	28	40	underlying	underlie	VERB
cana-2645	28	41	dynamics	dynamic	NOUN
cana-2645	28	42	involved	involve	VERB
cana-2645	28	43	.	.	PUNCT
cana-2645	29	1	as	as	SCONJ
cana-2645	29	2	we	we	PRON
cana-2645	29	3	proceed	proceed	VERB
cana-2645	29	4	with	with	ADP
cana-2645	29	5	this	this	DET
cana-2645	29	6	investigation	investigation	NOUN
cana-2645	29	7	,	,	PUNCT
cana-2645	29	8	it	it	PRON
cana-2645	29	9	is	be	AUX
cana-2645	29	10	crucial	crucial	ADJ
cana-2645	29	11	to	to	PART
cana-2645	29	12	consider	consider	VERB
cana-2645	29	13	the	the	DET
cana-2645	29	14	broader	broad	ADJ
cana-2645	29	15	implications	implication	NOUN
cana-2645	29	16	of	of	ADP
cana-2645	29	17	these	these	DET
cana-2645	29	18	findings	finding	NOUN
cana-2645	29	19	beyond	beyond	ADP
cana-2645	29	20	the	the	DET
cana-2645	29	21	realm	realm	NOUN
cana-2645	29	22	of	of	ADP
cana-2645	29	23	digital	digital	ADJ
cana-2645	29	24	technology	technology	NOUN
cana-2645	29	25	,	,	PUNCT
cana-2645	29	26	potentially	potentially	ADV
cana-2645	29	27	affecting	affect	VERB
cana-2645	29	28	the	the	DET
cana-2645	29	29	strategies	strategy	NOUN
cana-2645	29	30	,	,	PUNCT
cana-2645	29	31	methodologies	methodology	NOUN
cana-2645	29	32	,	,	PUNCT
cana-2645	29	33	and	and	CCONJ
cana-2645	29	34	success	success	NOUN
cana-2645	29	35	of	of	ADP
cana-2645	29	36	businesses	business	NOUN
cana-2645	29	37	within	within	ADP
cana-2645	29	38	the	the	DET
cana-2645	29	39	ever	ever	ADV
cana-2645	29	40	-	-	PUNCT
cana-2645	29	41	evolving	evolve	VERB
cana-2645	29	42	marketplace	marketplace	NOUN
cana-2645	29	43	[	[	X
cana-2645	29	44	6	6	NUM
cana-2645	29	45	]	]	PUNCT
cana-2645	29	46	.	.	PUNCT
cana-2645	30	1	this	this	DET
cana-2645	30	2	project	project	NOUN
cana-2645	30	3	aims	aim	VERB
cana-2645	30	4	to	to	PART
cana-2645	30	5	enhance	enhance	VERB
cana-2645	30	6	our	our	PRON
cana-2645	30	7	understanding	understanding	NOUN
cana-2645	30	8	of	of	ADP
cana-2645	30	9	the	the	DET
cana-2645	30	10	complex	complex	ADJ
cana-2645	30	11	relationship	relationship	NOUN
cana-2645	30	12	between	between	ADP
cana-2645	30	13	technology	technology	NOUN
cana-2645	30	14	and	and	CCONJ
cana-2645	30	15	consumer	consumer	NOUN
cana-2645	30	16	decision	decision	NOUN
cana-2645	30	17	-	-	PUNCT
cana-2645	30	18	making	making	NOUN
cana-2645	30	19	,	,	PUNCT
cana-2645	30	20	leading	lead	VERB
cana-2645	30	21	to	to	ADP
cana-2645	30	22	a	a	DET
cana-2645	30	23	more	more	ADV
cana-2645	30	24	profound	profound	ADJ
cana-2645	30	25	grasp	grasp	NOUN
cana-2645	30	26	of	of	ADP
cana-2645	30	27	the	the	DET
cana-2645	30	28	digital	digital	ADJ
cana-2645	30	29	factors	factor	NOUN
cana-2645	30	30	that	that	PRON
cana-2645	30	31	influence	influence	NOUN
cana-2645	30	32	purchasing	purchase	VERB
cana-2645	30	33	behavior	behavior	NOUN
cana-2645	30	34	.	.	PUNCT
cana-2645	31	1	the	the	DET
cana-2645	31	2	subsequent	subsequent	ADJ
cana-2645	31	3	chapters	chapter	NOUN
cana-2645	31	4	will	will	AUX
cana-2645	31	5	clarify	clarify	VERB
cana-2645	31	6	the	the	DET
cana-2645	31	7	mechanics	mechanic	NOUN
cana-2645	31	8	of	of	ADP
cana-2645	31	9	social	social	ADJ
cana-2645	31	10	media	medium	NOUN
cana-2645	31	11	algorithms	algorithm	NOUN
cana-2645	31	12	,	,	PUNCT
cana-2645	31	13	explore	explore	VERB
cana-2645	31	14	the	the	DET
cana-2645	31	15	interactive	interactive	ADJ
cana-2645	31	16	dynamics	dynamic	NOUN
cana-2645	31	17	between	between	ADP
cana-2645	31	18	algorithms	algorithm	NOUN
cana-2645	31	19	and	and	CCONJ
cana-2645	31	20	consumers	consumer	NOUN
cana-2645	31	21	,	,	PUNCT
cana-2645	31	22	and	and	CCONJ
cana-2645	31	23	ultimately	ultimately	ADV
cana-2645	31	24	provide	provide	VERB
cana-2645	31	25	valuable	valuable	ADJ
cana-2645	31	26	insights	insight	NOUN
cana-2645	31	27	to	to	PART
cana-2645	31	28	help	help	VERB
cana-2645	31	29	organizations	organization	NOUN
cana-2645	31	30	navigate	navigate	VERB
cana-2645	31	31	this	this	DET
cana-2645	31	32	disruptive	disruptive	ADJ
cana-2645	31	33	landscape	landscape	NOUN
cana-2645	31	34	more	more	ADV
cana-2645	31	35	effectively	effectively	ADV
cana-2645	31	36	[	[	X
cana-2645	31	37	7][9	7][9	NOUN
cana-2645	31	38	]	]	X
cana-2645	31	39	.	.	PUNCT
cana-2645	32	1	2	2	X
cana-2645	32	2	.	.	X
cana-2645	32	3	need	need	NOUN
cana-2645	32	4	for	for	ADP
cana-2645	32	5	the	the	DET
cana-2645	32	6	study	study	NOUN
cana-2645	32	7	the	the	DET
cana-2645	32	8	swift	swift	ADJ
cana-2645	32	9	ascent	ascent	NOUN
cana-2645	32	10	of	of	ADP
cana-2645	32	11	social	social	ADJ
cana-2645	32	12	media	medium	NOUN
cana-2645	32	13	platforms	platform	NOUN
cana-2645	32	14	has	have	AUX
cana-2645	32	15	revolutionized	revolutionize	VERB
cana-2645	32	16	the	the	DET
cana-2645	32	17	digital	digital	ADJ
cana-2645	32	18	marketing	marketing	NOUN
cana-2645	32	19	domain	domain	NOUN
cana-2645	32	20	,	,	PUNCT
cana-2645	32	21	fundamentally	fundamentally	ADV
cana-2645	32	22	changing	change	VERB
cana-2645	32	23	how	how	SCONJ
cana-2645	32	24	businesses	business	NOUN
cana-2645	32	25	and	and	CCONJ
cana-2645	32	26	individuals	individual	NOUN
cana-2645	32	27	engage	engage	VERB
cana-2645	32	28	.	.	PUNCT
cana-2645	33	1	central	central	ADJ
cana-2645	33	2	to	to	ADP
cana-2645	33	3	this	this	DET
cana-2645	33	4	transformation	transformation	NOUN
cana-2645	33	5	are	be	AUX
cana-2645	33	6	intricate	intricate	ADJ
cana-2645	33	7	algorithms	algorithm	NOUN
cana-2645	33	8	that	that	PRON
cana-2645	33	9	curate	curate	VERB
cana-2645	33	10	and	and	CCONJ
cana-2645	33	11	regulate	regulate	VERB
cana-2645	33	12	the	the	DET
cana-2645	33	13	content	content	NOUN
cana-2645	33	14	users	user	NOUN
cana-2645	33	15	encounter	encounter	VERB
cana-2645	33	16	,	,	PUNCT
cana-2645	33	17	significantly	significantly	ADV
cana-2645	33	18	influencing	influence	VERB
cana-2645	33	19	consumer	consumer	NOUN
cana-2645	33	20	perceptions	perception	NOUN
cana-2645	33	21	and	and	CCONJ
cana-2645	33	22	preferences	preference	NOUN
cana-2645	33	23	.	.	PUNCT
cana-2645	34	1	despite	despite	SCONJ
cana-2645	34	2	extensive	extensive	ADJ
cana-2645	34	3	research	research	NOUN
cana-2645	34	4	on	on	ADP
cana-2645	34	5	algorithmic	algorithmic	ADJ
cana-2645	34	6	impacts	impact	NOUN
cana-2645	34	7	on	on	ADP
cana-2645	34	8	engagement	engagement	NOUN
cana-2645	34	9	and	and	CCONJ
cana-2645	34	10	content	content	NOUN
cana-2645	34	11	curation	curation	NOUN
cana-2645	34	12	,	,	PUNCT
cana-2645	34	13	a	a	DET
cana-2645	34	14	notable	notable	ADJ
cana-2645	34	15	gap	gap	NOUN
cana-2645	34	16	remains	remain	VERB
cana-2645	34	17	in	in	ADP
cana-2645	34	18	understanding	understand	VERB
cana-2645	34	19	how	how	SCONJ
cana-2645	34	20	these	these	DET
cana-2645	34	21	algorithms	algorithm	NOUN
cana-2645	34	22	directly	directly	ADV
cana-2645	34	23	affect	affect	VERB
cana-2645	34	24	consumer	consumer	NOUN
cana-2645	34	25	purchasing	purchasing	NOUN
cana-2645	34	26	behaviour	behaviour	NOUN
cana-2645	34	27	[	[	X
cana-2645	34	28	8	8	NUM
cana-2645	34	29	]	]	PUNCT
cana-2645	34	30	.	.	PUNCT
cana-2645	35	1	this	this	DET
cana-2645	35	2	study	study	NOUN
cana-2645	35	3	aims	aim	VERB
cana-2645	35	4	to	to	PART
cana-2645	35	5	address	address	VERB
cana-2645	35	6	this	this	DET
cana-2645	35	7	gap	gap	NOUN
cana-2645	35	8	by	by	ADP
cana-2645	35	9	investigating	investigate	VERB
cana-2645	35	10	the	the	DET
cana-2645	35	11	specific	specific	ADJ
cana-2645	35	12	ways	way	NOUN
cana-2645	35	13	social	social	ADJ
cana-2645	35	14	media	medium	NOUN
cana-2645	35	15	algorithms	algorithm	NOUN
cana-2645	35	16	influence	influence	NOUN
cana-2645	35	17	consumer	consumer	NOUN
cana-2645	35	18	decision	decision	NOUN
cana-2645	35	19	-	-	PUNCT
cana-2645	35	20	making	making	NOUN
cana-2645	35	21	[	[	X
cana-2645	35	22	9	9	NUM
cana-2645	35	23	]	]	PUNCT
cana-2645	35	24	.	.	PUNCT
cana-2645	36	1	the	the	DET
cana-2645	36	2	research	research	NOUN
cana-2645	36	3	focuses	focus	VERB
cana-2645	36	4	on	on	ADP
cana-2645	36	5	analyzing	analyze	VERB
cana-2645	36	6	the	the	DET
cana-2645	36	7	correlation	correlation	NOUN
cana-2645	36	8	between	between	ADP
cana-2645	36	9	algorithm	algorithm	NOUN
cana-2645	36	10	-	-	PUNCT
cana-2645	36	11	driven	drive	VERB
cana-2645	36	12	content	content	NOUN
cana-2645	36	13	curation	curation	NOUN
cana-2645	36	14	and	and	CCONJ
cana-2645	36	15	its	its	PRON
cana-2645	36	16	substantial	substantial	ADJ
cana-2645	36	17	impact	impact	NOUN
cana-2645	36	18	on	on	ADP
cana-2645	36	19	consumer	consumer	NOUN
cana-2645	36	20	purchasing	purchasing	NOUN
cana-2645	36	21	choices	choice	NOUN
cana-2645	36	22	.	.	PUNCT
cana-2645	37	1	by	by	ADP
cana-2645	37	2	examining	examine	VERB
cana-2645	37	3	how	how	SCONJ
cana-2645	37	4	algorithms	algorithm	NOUN
cana-2645	37	5	determine	determine	VERB
cana-2645	37	6	content	content	NOUN
cana-2645	37	7	exposure	exposure	NOUN
cana-2645	37	8	and	and	CCONJ
cana-2645	37	9	shape	shape	NOUN
cana-2645	37	10	user	user	NOUN
cana-2645	37	11	engagement	engagement	NOUN
cana-2645	37	12	,	,	PUNCT
cana-2645	37	13	this	this	DET
cana-2645	37	14	study	study	NOUN
cana-2645	37	15	seeks	seek	VERB
cana-2645	37	16	to	to	PART
cana-2645	37	17	provide	provide	VERB
cana-2645	37	18	actionable	actionable	ADJ
cana-2645	37	19	insights	insight	NOUN
cana-2645	37	20	for	for	ADP
cana-2645	37	21	businesses	business	NOUN
cana-2645	37	22	and	and	CCONJ
cana-2645	37	23	marketers	marketer	NOUN
cana-2645	37	24	.	.	PUNCT
cana-2645	38	1	understanding	understand	VERB
cana-2645	38	2	these	these	DET
cana-2645	38	3	dynamics	dynamic	NOUN
cana-2645	38	4	is	be	AUX
cana-2645	38	5	essential	essential	ADJ
cana-2645	38	6	as	as	SCONJ
cana-2645	38	7	companies	company	NOUN
cana-2645	38	8	navigate	navigate	VERB
cana-2645	38	9	the	the	DET
cana-2645	38	10	evolving	evolve	VERB
cana-2645	38	11	landscape	landscape	NOUN
cana-2645	38	12	of	of	ADP
cana-2645	38	13	consumer	consumer	NOUN
cana-2645	38	14	behaviour	behaviour	NOUN
cana-2645	38	15	in	in	ADP
cana-2645	38	16	the	the	DET
cana-2645	38	17	digital	digital	ADJ
cana-2645	38	18	age	age	NOUN
cana-2645	38	19	,	,	PUNCT
cana-2645	38	20	leveraging	leverage	VERB
cana-2645	38	21	algorithmic	algorithmic	ADJ
cana-2645	38	22	trends	trend	NOUN
cana-2645	38	23	to	to	PART
cana-2645	38	24	enhance	enhance	VERB
cana-2645	38	25	their	their	PRON
cana-2645	38	26	communications	communication	NOUN
cana-2645	38	27	on	on	ADP
cana-2645	38	28	applied	apply	VERB
cana-2645	38	29	nonlinear	nonlinear	ADJ
cana-2645	38	30	analysis	analysis	NOUN
cana-2645	38	31	issn	issn	NOUN
cana-2645	38	32	:	:	PUNCT
cana-2645	38	33	1074	1074	NUM
cana-2645	38	34	-	-	PUNCT
cana-2645	38	35	133x	133x	NUM
cana-2645	38	36	vol	vol	NOUN
cana-2645	38	37	32	32	NUM
cana-2645	38	38	no	no	NOUN
cana-2645	38	39	.	.	PUNCT
cana-2645	39	1	3s	3s	NUM
cana-2645	39	2	(	(	PUNCT
cana-2645	39	3	2025	2025	NUM
cana-2645	39	4	)	)	PUNCT
cana-2645	39	5	315	315	NUM
cana-2645	39	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	39	7	marketing	marketing	NOUN
cana-2645	39	8	strategies	strategy	NOUN
cana-2645	39	9	and	and	CCONJ
cana-2645	39	10	drive	drive	ADJ
cana-2645	39	11	purchasing	purchasing	NOUN
cana-2645	39	12	decisions	decision	NOUN
cana-2645	39	13	based	base	VERB
cana-2645	39	14	on	on	ADP
cana-2645	39	15	user	user	NOUN
cana-2645	39	16	engagement	engagement	NOUN
cana-2645	39	17	metrics	metric	NOUN
cana-2645	39	18	,	,	PUNCT
cana-2645	39	19	including	include	VERB
cana-2645	39	20	click	click	NOUN
cana-2645	39	21	-	-	PUNCT
cana-2645	39	22	through	through	ADP
cana-2645	39	23	rates	rate	NOUN
cana-2645	39	24	,	,	PUNCT
cana-2645	39	25	likes	like	NOUN
cana-2645	39	26	,	,	PUNCT
cana-2645	39	27	comments	comment	NOUN
cana-2645	39	28	,	,	PUNCT
cana-2645	39	29	and	and	CCONJ
cana-2645	39	30	shares	share	NOUN
cana-2645	39	31	,	,	PUNCT
cana-2645	39	32	while	while	SCONJ
cana-2645	39	33	examining	examine	VERB
cana-2645	39	34	how	how	SCONJ
cana-2645	39	35	these	these	DET
cana-2645	39	36	metrics	metric	NOUN
cana-2645	39	37	affect	affect	VERB
cana-2645	39	38	consumer	consumer	NOUN
cana-2645	39	39	perceptions	perception	NOUN
cana-2645	39	40	and	and	CCONJ
cana-2645	39	41	,	,	PUNCT
cana-2645	39	42	consequently	consequently	ADV
cana-2645	39	43	,	,	PUNCT
cana-2645	39	44	their	their	PRON
cana-2645	39	45	buying	buying	NOUN
cana-2645	39	46	behaviour	behaviour	NOUN
cana-2645	39	47	[	[	X
cana-2645	39	48	10	10	NUM
cana-2645	39	49	]	]	PUNCT
cana-2645	39	50	.	.	PUNCT
cana-2645	40	1	the	the	DET
cana-2645	40	2	primary	primary	ADJ
cana-2645	40	3	objective	objective	NOUN
cana-2645	40	4	of	of	ADP
cana-2645	40	5	this	this	DET
cana-2645	40	6	study	study	NOUN
cana-2645	40	7	is	be	AUX
cana-2645	40	8	to	to	PART
cana-2645	40	9	clarify	clarify	VERB
cana-2645	40	10	the	the	DET
cana-2645	40	11	intricate	intricate	ADJ
cana-2645	40	12	relationship	relationship	NOUN
cana-2645	40	13	between	between	ADP
cana-2645	40	14	social	social	ADJ
cana-2645	40	15	media	medium	NOUN
cana-2645	40	16	algorithms	algorithm	NOUN
cana-2645	40	17	and	and	CCONJ
cana-2645	40	18	consumer	consumer	NOUN
cana-2645	40	19	purchasing	purchasing	NOUN
cana-2645	40	20	patterns	pattern	NOUN
cana-2645	40	21	.	.	PUNCT
cana-2645	41	1	the	the	DET
cana-2645	41	2	aim	aim	NOUN
cana-2645	41	3	is	be	AUX
cana-2645	41	4	to	to	PART
cana-2645	41	5	offer	offer	VERB
cana-2645	41	6	insights	insight	NOUN
cana-2645	41	7	on	on	ADP
cana-2645	41	8	critical	critical	ADJ
cana-2645	41	9	issues	issue	NOUN
cana-2645	41	10	such	such	ADJ
cana-2645	41	11	as	as	ADP
cana-2645	41	12	how	how	SCONJ
cana-2645	41	13	users	user	NOUN
cana-2645	41	14	respond	respond	VERB
cana-2645	41	15	to	to	ADP
cana-2645	41	16	algorithmically	algorithmically	ADV
cana-2645	41	17	curated	curate	VERB
cana-2645	41	18	content	content	NOUN
cana-2645	41	19	,	,	PUNCT
cana-2645	41	20	the	the	DET
cana-2645	41	21	significance	significance	NOUN
cana-2645	41	22	of	of	ADP
cana-2645	41	23	content	content	ADJ
cana-2645	41	24	quality	quality	NOUN
cana-2645	41	25	,	,	PUNCT
cana-2645	41	26	and	and	CCONJ
cana-2645	41	27	the	the	DET
cana-2645	41	28	tangible	tangible	ADJ
cana-2645	41	29	impacts	impact	NOUN
cana-2645	41	30	on	on	ADP
cana-2645	41	31	purchasing	purchase	VERB
cana-2645	41	32	decisions	decision	NOUN
cana-2645	41	33	in	in	ADP
cana-2645	41	34	the	the	DET
cana-2645	41	35	physical	physical	ADJ
cana-2645	41	36	marketplace	marketplace	NOUN
cana-2645	41	37	[	[	X
cana-2645	41	38	11	11	NUM
cana-2645	41	39	]	]	PUNCT
cana-2645	41	40	.	.	PUNCT
cana-2645	42	1	the	the	DET
cana-2645	42	2	findings	finding	NOUN
cana-2645	42	3	of	of	ADP
cana-2645	42	4	this	this	DET
cana-2645	42	5	study	study	NOUN
cana-2645	42	6	hold	hold	VERB
cana-2645	42	7	significant	significant	ADJ
cana-2645	42	8	implications	implication	NOUN
cana-2645	42	9	for	for	ADP
cana-2645	42	10	organizations	organization	NOUN
cana-2645	42	11	,	,	PUNCT
cana-2645	42	12	marketers	marketer	NOUN
cana-2645	42	13	,	,	PUNCT
cana-2645	42	14	and	and	CCONJ
cana-2645	42	15	social	social	ADJ
cana-2645	42	16	media	medium	NOUN
cana-2645	42	17	platforms	platform	NOUN
cana-2645	42	18	that	that	PRON
cana-2645	42	19	must	must	AUX
cana-2645	42	20	contend	contend	VERB
cana-2645	42	21	with	with	ADP
cana-2645	42	22	the	the	DET
cana-2645	42	23	continually	continually	ADV
cana-2645	42	24	evolving	evolve	VERB
cana-2645	42	25	landscape	landscape	NOUN
cana-2645	42	26	of	of	ADP
cana-2645	42	27	consumer	consumer	NOUN
cana-2645	42	28	behaviour	behaviour	NOUN
cana-2645	42	29	in	in	ADP
cana-2645	42	30	the	the	DET
cana-2645	42	31	digital	digital	ADJ
cana-2645	42	32	age	age	NOUN
cana-2645	42	33	.	.	PUNCT
cana-2645	43	1	3	3	X
cana-2645	43	2	.	.	X
cana-2645	43	3	scope	scope	NOUN
cana-2645	43	4	of	of	ADP
cana-2645	43	5	the	the	DET
cana-2645	43	6	study	study	NOUN
cana-2645	43	7	the	the	DET
cana-2645	43	8	primary	primary	ADJ
cana-2645	43	9	goal	goal	NOUN
cana-2645	43	10	of	of	ADP
cana-2645	43	11	this	this	DET
cana-2645	43	12	research	research	NOUN
cana-2645	43	13	is	be	AUX
cana-2645	43	14	to	to	PART
cana-2645	43	15	investigate	investigate	VERB
cana-2645	43	16	the	the	DET
cana-2645	43	17	intricate	intricate	ADJ
cana-2645	43	18	correlation	correlation	NOUN
cana-2645	43	19	between	between	ADP
cana-2645	43	20	social	social	ADJ
cana-2645	43	21	media	medium	NOUN
cana-2645	43	22	algorithms	algorithm	NOUN
cana-2645	43	23	and	and	CCONJ
cana-2645	43	24	consumer	consumer	NOUN
cana-2645	43	25	purchasing	purchasing	NOUN
cana-2645	43	26	behaviour	behaviour	NOUN
cana-2645	43	27	.	.	PUNCT
cana-2645	44	1	this	this	PRON
cana-2645	44	2	includes	include	VERB
cana-2645	44	3	understanding	understand	VERB
cana-2645	44	4	how	how	SCONJ
cana-2645	44	5	algorithms	algorithm	NOUN
cana-2645	44	6	influence	influence	NOUN
cana-2645	44	7	metrics	metric	NOUN
cana-2645	44	8	related	relate	VERB
cana-2645	44	9	to	to	ADP
cana-2645	44	10	user	user	NOUN
cana-2645	44	11	engagement	engagement	NOUN
cana-2645	44	12	and	and	CCONJ
cana-2645	44	13	content	content	NOUN
cana-2645	44	14	exposure	exposure	NOUN
cana-2645	44	15	,	,	PUNCT
cana-2645	44	16	as	as	ADV
cana-2645	44	17	well	well	ADV
cana-2645	44	18	as	as	ADP
cana-2645	44	19	the	the	DET
cana-2645	44	20	subsequent	subsequent	ADJ
cana-2645	44	21	effects	effect	NOUN
cana-2645	44	22	on	on	ADP
cana-2645	44	23	consumer	consumer	NOUN
cana-2645	44	24	perceptions	perception	NOUN
cana-2645	44	25	and	and	CCONJ
cana-2645	44	26	purchasing	purchasing	NOUN
cana-2645	44	27	behaviour	behaviour	NOUN
cana-2645	44	28	.	.	PUNCT
cana-2645	45	1	to	to	PART
cana-2645	45	2	achieve	achieve	VERB
cana-2645	45	3	this	this	PRON
cana-2645	45	4	,	,	PUNCT
cana-2645	45	5	a	a	DET
cana-2645	45	6	quantitative	quantitative	ADJ
cana-2645	45	7	research	research	NOUN
cana-2645	45	8	design	design	NOUN
cana-2645	45	9	will	will	AUX
cana-2645	45	10	be	be	AUX
cana-2645	45	11	employed	employ	VERB
cana-2645	45	12	,	,	PUNCT
cana-2645	45	13	involving	involve	VERB
cana-2645	45	14	the	the	DET
cana-2645	45	15	electronic	electronic	ADJ
cana-2645	45	16	distribution	distribution	NOUN
cana-2645	45	17	of	of	ADP
cana-2645	45	18	surveys	survey	NOUN
cana-2645	45	19	and	and	CCONJ
cana-2645	45	20	questionnaires	questionnaire	NOUN
cana-2645	45	21	to	to	ADP
cana-2645	45	22	a	a	DET
cana-2645	45	23	diverse	diverse	ADJ
cana-2645	45	24	sample	sample	NOUN
cana-2645	45	25	of	of	ADP
cana-2645	45	26	social	social	ADJ
cana-2645	45	27	media	medium	NOUN
cana-2645	45	28	users	user	NOUN
cana-2645	45	29	across	across	ADP
cana-2645	45	30	various	various	ADJ
cana-2645	45	31	platforms	platform	NOUN
cana-2645	45	32	.	.	PUNCT
cana-2645	46	1	the	the	DET
cana-2645	46	2	study	study	NOUN
cana-2645	46	3	will	will	AUX
cana-2645	46	4	explore	explore	VERB
cana-2645	46	5	the	the	DET
cana-2645	46	6	impact	impact	NOUN
cana-2645	46	7	of	of	ADP
cana-2645	46	8	social	social	ADJ
cana-2645	46	9	media	medium	NOUN
cana-2645	46	10	on	on	ADP
cana-2645	46	11	users	user	NOUN
cana-2645	46	12	'	'	PART
cana-2645	46	13	purchasing	purchasing	NOUN
cana-2645	46	14	decisions	decision	NOUN
cana-2645	46	15	,	,	PUNCT
cana-2645	46	16	their	their	PRON
cana-2645	46	17	engagement	engagement	NOUN
cana-2645	46	18	with	with	ADP
cana-2645	46	19	brands	brand	NOUN
cana-2645	46	20	and	and	CCONJ
cana-2645	46	21	products	product	NOUN
cana-2645	46	22	,	,	PUNCT
cana-2645	46	23	and	and	CCONJ
cana-2645	46	24	their	their	PRON
cana-2645	46	25	exposure	exposure	NOUN
cana-2645	46	26	to	to	ADP
cana-2645	46	27	algorithmically	algorithmically	ADV
cana-2645	46	28	curated	curate	VERB
cana-2645	46	29	content	content	NOUN
cana-2645	46	30	.	.	PUNCT
cana-2645	47	1	a	a	DET
cana-2645	47	2	wide	wide	ADJ
cana-2645	47	3	range	range	NOUN
cana-2645	47	4	of	of	ADP
cana-2645	47	5	data	datum	NOUN
cana-2645	47	6	will	will	AUX
cana-2645	47	7	be	be	AUX
cana-2645	47	8	collected	collect	VERB
cana-2645	47	9	concerning	concern	VERB
cana-2645	47	10	these	these	DET
cana-2645	47	11	factors	factor	NOUN
cana-2645	47	12	.	.	PUNCT
cana-2645	48	1	geographically	geographically	ADV
cana-2645	48	2	,	,	PUNCT
cana-2645	48	3	this	this	DET
cana-2645	48	4	research	research	NOUN
cana-2645	48	5	aims	aim	VERB
cana-2645	48	6	to	to	PART
cana-2645	48	7	gather	gather	VERB
cana-2645	48	8	data	datum	NOUN
cana-2645	48	9	from	from	ADP
cana-2645	48	10	an	an	DET
cana-2645	48	11	extensive	extensive	ADJ
cana-2645	48	12	and	and	CCONJ
cana-2645	48	13	varied	varied	ADJ
cana-2645	48	14	group	group	NOUN
cana-2645	48	15	of	of	ADP
cana-2645	48	16	social	social	ADJ
cana-2645	48	17	media	medium	NOUN
cana-2645	48	18	users	user	NOUN
cana-2645	48	19	,	,	PUNCT
cana-2645	48	20	ensuring	ensure	VERB
cana-2645	48	21	that	that	SCONJ
cana-2645	48	22	the	the	DET
cana-2645	48	23	sample	sample	NOUN
cana-2645	48	24	represents	represent	VERB
cana-2645	48	25	diverse	diverse	ADJ
cana-2645	48	26	demographics	demographic	NOUN
cana-2645	48	27	and	and	CCONJ
cana-2645	48	28	usage	usage	NOUN
cana-2645	48	29	patterns	pattern	NOUN
cana-2645	48	30	.	.	PUNCT
cana-2645	49	1	4	4	X
cana-2645	49	2	.	.	X
cana-2645	49	3	objectives	objective	NOUN
cana-2645	49	4	of	of	ADP
cana-2645	49	5	the	the	DET
cana-2645	49	6	study	study	NOUN
cana-2645	49	7	the	the	DET
cana-2645	49	8	primary	primary	ADJ
cana-2645	49	9	objectives	objective	NOUN
cana-2645	49	10	of	of	ADP
cana-2645	49	11	this	this	DET
cana-2645	49	12	investigation	investigation	NOUN
cana-2645	49	13	are	be	AUX
cana-2645	49	14	as	as	SCONJ
cana-2645	49	15	follows	follow	VERB
cana-2645	49	16	:	:	PUNCT
cana-2645	49	17	•	•	ADP
cana-2645	49	18	to	to	PART
cana-2645	49	19	analyze	analyze	VERB
cana-2645	49	20	the	the	DET
cana-2645	49	21	effect	effect	NOUN
cana-2645	49	22	of	of	ADP
cana-2645	49	23	click	click	VERB
cana-2645	49	24	-	-	PUNCT
cana-2645	49	25	through	through	ADP
cana-2645	49	26	rates	rate	NOUN
cana-2645	49	27	,	,	PUNCT
cana-2645	49	28	likes	like	NOUN
cana-2645	49	29	,	,	PUNCT
cana-2645	49	30	comments	comment	NOUN
cana-2645	49	31	,	,	PUNCT
cana-2645	49	32	shares	share	NOUN
cana-2645	49	33	,	,	PUNCT
cana-2645	49	34	and	and	CCONJ
cana-2645	49	35	algorithm	algorithm	NOUN
cana-2645	49	36	-	-	PUNCT
cana-2645	49	37	generated	generate	VERB
cana-2645	49	38	engagement	engagement	NOUN
cana-2645	49	39	metrics	metric	NOUN
cana-2645	49	40	on	on	ADP
cana-2645	49	41	consumer	consumer	NOUN
cana-2645	49	42	purchasing	purchasing	NOUN
cana-2645	49	43	behaviour	behaviour	NOUN
cana-2645	49	44	.	.	PUNCT
cana-2645	50	1	•	•	INTJ
cana-2645	50	2	to	to	PART
cana-2645	50	3	understand	understand	VERB
cana-2645	50	4	the	the	DET
cana-2645	50	5	interaction	interaction	NOUN
cana-2645	50	6	between	between	ADP
cana-2645	50	7	social	social	ADJ
cana-2645	50	8	media	medium	NOUN
cana-2645	50	9	algorithms	algorithm	NOUN
cana-2645	50	10	and	and	CCONJ
cana-2645	50	11	consumer	consumer	NOUN
cana-2645	50	12	behavior	behavior	NOUN
cana-2645	50	13	concerning	concern	VERB
cana-2645	50	14	purchasing	purchasing	NOUN
cana-2645	50	15	decisions	decision	NOUN
cana-2645	50	16	.	.	PUNCT
cana-2645	51	1	•	•	NUM
cana-2645	51	2	to	to	PART
cana-2645	51	3	investigate	investigate	VERB
cana-2645	51	4	the	the	DET
cana-2645	51	5	influence	influence	NOUN
cana-2645	51	6	of	of	ADP
cana-2645	51	7	social	social	ADJ
cana-2645	51	8	media	medium	NOUN
cana-2645	51	9	algorithms	algorithm	NOUN
cana-2645	51	10	on	on	ADP
cana-2645	51	11	content	content	NOUN
cana-2645	51	12	visibility	visibility	NOUN
cana-2645	51	13	across	across	ADP
cana-2645	51	14	various	various	ADJ
cana-2645	51	15	platforms	platform	NOUN
cana-2645	51	16	and	and	CCONJ
cana-2645	51	17	its	its	PRON
cana-2645	51	18	effects	effect	NOUN
cana-2645	51	19	on	on	ADP
cana-2645	51	20	consumer	consumer	NOUN
cana-2645	51	21	purchasing	purchasing	NOUN
cana-2645	51	22	behaviour	behaviour	NOUN
cana-2645	51	23	.	.	PUNCT
cana-2645	52	1	•	•	ADP
cana-2645	52	2	to	to	PART
cana-2645	52	3	examine	examine	VERB
cana-2645	52	4	the	the	DET
cana-2645	52	5	role	role	NOUN
cana-2645	52	6	of	of	ADP
cana-2645	52	7	user	user	NOUN
cana-2645	52	8	-	-	PUNCT
cana-2645	52	9	generated	generate	VERB
cana-2645	52	10	content	content	NOUN
cana-2645	52	11	and	and	CCONJ
cana-2645	52	12	reviews	review	NOUN
cana-2645	52	13	in	in	ADP
cana-2645	52	14	shaping	shape	VERB
cana-2645	52	15	consumer	consumer	NOUN
cana-2645	52	16	purchasing	purchasing	NOUN
cana-2645	52	17	behaviour	behaviour	NOUN
cana-2645	52	18	on	on	ADP
cana-2645	52	19	social	social	ADJ
cana-2645	52	20	media	medium	NOUN
cana-2645	52	21	platforms	platform	NOUN
cana-2645	52	22	.	.	PUNCT
cana-2645	53	1	5	5	X
cana-2645	53	2	.	.	X
cana-2645	53	3	review	review	NOUN
cana-2645	53	4	of	of	ADP
cana-2645	53	5	literature	literature	NOUN
cana-2645	53	6	the	the	DET
cana-2645	53	7	connection	connection	NOUN
cana-2645	53	8	between	between	ADP
cana-2645	53	9	social	social	ADJ
cana-2645	53	10	media	medium	NOUN
cana-2645	53	11	platforms	platform	NOUN
cana-2645	53	12	like	like	ADP
cana-2645	53	13	instagram	instagram	PROPN
cana-2645	53	14	and	and	CCONJ
cana-2645	53	15	consumer	consumer	NOUN
cana-2645	53	16	purchasing	purchasing	NOUN
cana-2645	53	17	behaviour	behaviour	NOUN
cana-2645	53	18	has	have	AUX
cana-2645	53	19	been	be	AUX
cana-2645	53	20	explored	explore	VERB
cana-2645	53	21	.	.	PUNCT
cana-2645	54	1	their	their	PRON
cana-2645	54	2	study	study	NOUN
cana-2645	54	3	involving	involve	VERB
cana-2645	54	4	a	a	DET
cana-2645	54	5	small	small	ADJ
cana-2645	54	6	sample	sample	NOUN
cana-2645	54	7	of	of	ADP
cana-2645	54	8	50	50	NUM
cana-2645	54	9	participants	participant	NOUN
cana-2645	54	10	underscored	underscore	VERB
cana-2645	54	11	how	how	SCONJ
cana-2645	54	12	influencers	influencer	NOUN
cana-2645	54	13	and	and	CCONJ
cana-2645	54	14	targeted	target	VERB
cana-2645	54	15	advertising	advertising	NOUN
cana-2645	54	16	significantly	significantly	ADV
cana-2645	54	17	shape	shape	NOUN
cana-2645	54	18	purchasing	purchasing	NOUN
cana-2645	54	19	decisions	decision	NOUN
cana-2645	54	20	,	,	PUNCT
cana-2645	54	21	illustrating	illustrate	VERB
cana-2645	54	22	instagram	instagram	PROPN
cana-2645	54	23	's	's	PART
cana-2645	54	24	impact	impact	NOUN
cana-2645	54	25	on	on	ADP
cana-2645	54	26	daily	daily	ADJ
cana-2645	54	27	engagement	engagement	NOUN
cana-2645	54	28	and	and	CCONJ
cana-2645	54	29	overall	overall	ADJ
cana-2645	54	30	consumer	consumer	NOUN
cana-2645	54	31	satisfaction	satisfaction	NOUN
cana-2645	54	32	.	.	PUNCT
cana-2645	55	1	utilizing	utilize	VERB
cana-2645	55	2	the	the	DET
cana-2645	55	3	percentage	percentage	NOUN
cana-2645	55	4	method	method	NOUN
cana-2645	55	5	and	and	CCONJ
cana-2645	55	6	communications	communication	NOUN
cana-2645	55	7	on	on	ADP
cana-2645	55	8	applied	apply	VERB
cana-2645	55	9	nonlinear	nonlinear	ADJ
cana-2645	55	10	analysis	analysis	NOUN
cana-2645	55	11	issn	issn	NOUN
cana-2645	55	12	:	:	PUNCT
cana-2645	55	13	1074	1074	NUM
cana-2645	55	14	-	-	PUNCT
cana-2645	55	15	133x	133x	NUM
cana-2645	55	16	vol	vol	NOUN
cana-2645	55	17	32	32	NUM
cana-2645	55	18	no	no	NOUN
cana-2645	55	19	.	.	PUNCT
cana-2645	56	1	3s	3s	NUM
cana-2645	56	2	(	(	PUNCT
cana-2645	56	3	2025	2025	NUM
cana-2645	56	4	)	)	PUNCT
cana-2645	56	5	316	316	NUM
cana-2645	56	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	56	7	garrett	garrett	PROPN
cana-2645	56	8	ranking	ranking	PROPN
cana-2645	56	9	,	,	PUNCT
cana-2645	56	10	their	their	PRON
cana-2645	56	11	research	research	NOUN
cana-2645	56	12	reinforced	reinforce	VERB
cana-2645	56	13	the	the	DET
cana-2645	56	14	importance	importance	NOUN
cana-2645	56	15	of	of	ADP
cana-2645	56	16	social	social	ADJ
cana-2645	56	17	media	medium	NOUN
cana-2645	56	18	in	in	ADP
cana-2645	56	19	influencing	influence	VERB
cana-2645	56	20	consumer	consumer	NOUN
cana-2645	56	21	purchases	purchase	NOUN
cana-2645	56	22	[	[	X
cana-2645	56	23	12	12	NUM
cana-2645	56	24	]	]	PUNCT
cana-2645	56	25	.	.	PUNCT
cana-2645	57	1	in	in	ADP
cana-2645	57	2	a	a	DET
cana-2645	57	3	mixed	mixed	ADJ
cana-2645	57	4	-	-	PUNCT
cana-2645	57	5	method	method	NOUN
cana-2645	57	6	study	study	NOUN
cana-2645	57	7	investigated	investigate	VERB
cana-2645	57	8	the	the	DET
cana-2645	57	9	effects	effect	NOUN
cana-2645	57	10	of	of	ADP
cana-2645	57	11	social	social	ADJ
cana-2645	57	12	media	medium	NOUN
cana-2645	57	13	influencers	influencer	NOUN
cana-2645	57	14	on	on	ADP
cana-2645	57	15	consumer	consumer	NOUN
cana-2645	57	16	behavior	behavior	NOUN
cana-2645	57	17	.	.	PUNCT
cana-2645	58	1	they	they	PRON
cana-2645	58	2	discovered	discover	VERB
cana-2645	58	3	that	that	SCONJ
cana-2645	58	4	credibility	credibility	NOUN
cana-2645	58	5	—	—	PUNCT
cana-2645	58	6	assessed	assess	VERB
cana-2645	58	7	through	through	ADP
cana-2645	58	8	factors	factor	NOUN
cana-2645	58	9	like	like	ADP
cana-2645	58	10	expertise	expertise	NOUN
cana-2645	58	11	,	,	PUNCT
cana-2645	58	12	trustworthiness	trustworthiness	NOUN
cana-2645	58	13	,	,	PUNCT
cana-2645	58	14	and	and	CCONJ
cana-2645	58	15	attractiveness	attractiveness	NOUN
cana-2645	58	16	—	—	PUNCT
cana-2645	58	17	plays	play	VERB
cana-2645	58	18	a	a	DET
cana-2645	58	19	crucial	crucial	ADJ
cana-2645	58	20	role	role	NOUN
cana-2645	58	21	in	in	ADP
cana-2645	58	22	influencing	influence	VERB
cana-2645	58	23	purchase	purchase	NOUN
cana-2645	58	24	intentions	intention	NOUN
cana-2645	58	25	and	and	CCONJ
cana-2645	58	26	brand	brand	NOUN
cana-2645	58	27	loyalty	loyalty	NOUN
cana-2645	58	28	.	.	PUNCT
cana-2645	59	1	their	their	PRON
cana-2645	59	2	findings	finding	NOUN
cana-2645	59	3	offer	offer	VERB
cana-2645	59	4	critical	critical	ADJ
cana-2645	59	5	insights	insight	NOUN
cana-2645	59	6	for	for	ADP
cana-2645	59	7	marketers	marketer	NOUN
cana-2645	59	8	seeking	seek	VERB
cana-2645	59	9	effective	effective	ADJ
cana-2645	59	10	collaborations	collaboration	NOUN
cana-2645	59	11	with	with	ADP
cana-2645	59	12	influencers	influencer	NOUN
cana-2645	59	13	to	to	PART
cana-2645	59	14	foster	foster	VERB
cana-2645	59	15	positive	positive	ADJ
cana-2645	59	16	consumer	consumer	NOUN
cana-2645	59	17	behaviour	behaviour	NOUN
cana-2645	59	18	[	[	X
cana-2645	59	19	13	13	NUM
cana-2645	59	20	]	]	PUNCT
cana-2645	59	21	.	.	PUNCT
cana-2645	60	1	another	another	DET
cana-2645	60	2	study	study	NOUN
cana-2645	60	3	examined	examine	VERB
cana-2645	60	4	the	the	DET
cana-2645	60	5	effects	effect	NOUN
cana-2645	60	6	of	of	ADP
cana-2645	60	7	social	social	ADJ
cana-2645	60	8	media	medium	NOUN
cana-2645	60	9	advertising	advertising	NOUN
cana-2645	60	10	on	on	ADP
cana-2645	60	11	consumer	consumer	NOUN
cana-2645	60	12	behavior	behavior	NOUN
cana-2645	60	13	.	.	PUNCT
cana-2645	61	1	their	their	PRON
cana-2645	61	2	research	research	NOUN
cana-2645	61	3	highlighted	highlight	VERB
cana-2645	61	4	the	the	DET
cana-2645	61	5	efficacy	efficacy	NOUN
cana-2645	61	6	of	of	ADP
cana-2645	61	7	targeted	target	VERB
cana-2645	61	8	advertising	advertising	NOUN
cana-2645	61	9	and	and	CCONJ
cana-2645	61	10	engagement	engagement	NOUN
cana-2645	61	11	strategies	strategy	NOUN
cana-2645	61	12	in	in	ADP
cana-2645	61	13	boosting	boost	VERB
cana-2645	61	14	brand	brand	NOUN
cana-2645	61	15	recognition	recognition	NOUN
cana-2645	61	16	and	and	CCONJ
cana-2645	61	17	driving	drive	VERB
cana-2645	61	18	purchases	purchase	NOUN
cana-2645	61	19	.	.	PUNCT
cana-2645	62	1	by	by	ADP
cana-2645	62	2	emphasizing	emphasize	VERB
cana-2645	62	3	the	the	DET
cana-2645	62	4	impact	impact	NOUN
cana-2645	62	5	of	of	ADP
cana-2645	62	6	social	social	ADJ
cana-2645	62	7	media	medium	NOUN
cana-2645	62	8	exposure	exposure	NOUN
cana-2645	62	9	on	on	ADP
cana-2645	62	10	consumer	consumer	NOUN
cana-2645	62	11	perceptions	perception	NOUN
cana-2645	62	12	,	,	PUNCT
cana-2645	62	13	their	their	PRON
cana-2645	62	14	study	study	NOUN
cana-2645	62	15	provided	provide	VERB
cana-2645	62	16	practical	practical	ADJ
cana-2645	62	17	strategies	strategy	NOUN
cana-2645	62	18	for	for	SCONJ
cana-2645	62	19	businesses	business	NOUN
cana-2645	62	20	to	to	PART
cana-2645	62	21	enhance	enhance	VERB
cana-2645	62	22	their	their	PRON
cana-2645	62	23	digital	digital	ADJ
cana-2645	62	24	advertising	advertising	NOUN
cana-2645	62	25	initiatives	initiative	NOUN
cana-2645	62	26	[	[	X
cana-2645	62	27	14	14	NUM
cana-2645	62	28	]	]	PUNCT
cana-2645	62	29	.	.	PUNCT
cana-2645	63	1	in	in	ADP
cana-2645	63	2	a	a	DET
cana-2645	63	3	unique	unique	ADJ
cana-2645	63	4	context	context	NOUN
cana-2645	63	5	,	,	PUNCT
cana-2645	63	6	explored	explore	VERB
cana-2645	63	7	the	the	DET
cana-2645	63	8	effects	effect	NOUN
cana-2645	63	9	of	of	ADP
cana-2645	63	10	social	social	ADJ
cana-2645	63	11	media	medium	NOUN
cana-2645	63	12	marketing	marketing	NOUN
cana-2645	63	13	on	on	ADP
cana-2645	63	14	consumer	consumer	NOUN
cana-2645	63	15	purchasing	purchasing	NOUN
cana-2645	63	16	habits	habit	NOUN
cana-2645	63	17	in	in	ADP
cana-2645	63	18	nepal	nepal	ADJ
cana-2645	63	19	.	.	PUNCT
cana-2645	64	1	their	their	PRON
cana-2645	64	2	research	research	NOUN
cana-2645	64	3	highlighted	highlight	VERB
cana-2645	64	4	the	the	DET
cana-2645	64	5	significant	significant	ADJ
cana-2645	64	6	role	role	NOUN
cana-2645	64	7	of	of	ADP
cana-2645	64	8	social	social	ADJ
cana-2645	64	9	influence	influence	NOUN
cana-2645	64	10	and	and	CCONJ
cana-2645	64	11	content	content	NOUN
cana-2645	64	12	marketing	marketing	NOUN
cana-2645	64	13	in	in	ADP
cana-2645	64	14	guiding	guide	VERB
cana-2645	64	15	buying	buying	NOUN
cana-2645	64	16	decisions	decision	NOUN
cana-2645	64	17	in	in	ADP
cana-2645	64	18	developing	develop	VERB
cana-2645	64	19	countries	country	NOUN
cana-2645	64	20	,	,	PUNCT
cana-2645	64	21	emphasizing	emphasize	VERB
cana-2645	64	22	the	the	DET
cana-2645	64	23	need	need	NOUN
cana-2645	64	24	for	for	ADP
cana-2645	64	25	further	further	ADJ
cana-2645	64	26	research	research	NOUN
cana-2645	64	27	in	in	ADP
cana-2645	64	28	emerging	emerge	VERB
cana-2645	64	29	markets	market	NOUN
cana-2645	64	30	where	where	SCONJ
cana-2645	64	31	social	social	ADJ
cana-2645	64	32	media	media	NOUN
cana-2645	64	33	marketing	marketing	NOUN
cana-2645	64	34	dynamics	dynamic	NOUN
cana-2645	64	35	may	may	AUX
cana-2645	64	36	differ	differ	VERB
cana-2645	64	37	due	due	ADJ
cana-2645	64	38	to	to	ADP
cana-2645	64	39	cultural	cultural	ADJ
cana-2645	64	40	and	and	CCONJ
cana-2645	64	41	technological	technological	ADJ
cana-2645	64	42	factors	factor	NOUN
cana-2645	64	43	[	[	X
cana-2645	64	44	15][24	15][24	X
cana-2645	64	45	]	]	X
cana-2645	64	46	.	.	PUNCT
cana-2645	65	1	one	one	NUM
cana-2645	65	2	study	study	NOUN
cana-2645	65	3	in	in	ADP
cana-2645	65	4	2023	2023	NUM
cana-2645	65	5	critically	critically	ADV
cana-2645	65	6	examined	examine	VERB
cana-2645	65	7	the	the	DET
cana-2645	65	8	influence	influence	NOUN
cana-2645	65	9	of	of	ADP
cana-2645	65	10	social	social	ADJ
cana-2645	65	11	media	medium	NOUN
cana-2645	65	12	and	and	CCONJ
cana-2645	65	13	mobile	mobile	NOUN
cana-2645	65	14	devices	device	NOUN
cana-2645	65	15	on	on	ADP
cana-2645	65	16	consumer	consumer	NOUN
cana-2645	65	17	purchasing	purchasing	NOUN
cana-2645	65	18	decisions	decision	NOUN
cana-2645	65	19	.	.	PUNCT
cana-2645	66	1	using	use	VERB
cana-2645	66	2	a	a	DET
cana-2645	66	3	quantitative	quantitative	ADJ
cana-2645	66	4	approach	approach	NOUN
cana-2645	66	5	,	,	PUNCT
cana-2645	66	6	it	it	PRON
cana-2645	66	7	explored	explore	VERB
cana-2645	66	8	how	how	SCONJ
cana-2645	66	9	consumers	consumer	NOUN
cana-2645	66	10	utilize	utilize	VERB
cana-2645	66	11	social	social	ADJ
cana-2645	66	12	media	medium	NOUN
cana-2645	66	13	for	for	ADP
cana-2645	66	14	information	information	NOUN
cana-2645	66	15	gathering	gathering	NOUN
cana-2645	66	16	and	and	CCONJ
cana-2645	66	17	purchasing	purchasing	NOUN
cana-2645	66	18	.	.	PUNCT
cana-2645	67	1	the	the	DET
cana-2645	67	2	research	research	NOUN
cana-2645	67	3	focused	focus	VERB
cana-2645	67	4	on	on	ADP
cana-2645	67	5	the	the	DET
cana-2645	67	6	correlation	correlation	NOUN
cana-2645	67	7	between	between	ADP
cana-2645	67	8	social	social	ADJ
cana-2645	67	9	media	medium	NOUN
cana-2645	67	10	engagement	engagement	NOUN
cana-2645	67	11	and	and	CCONJ
cana-2645	67	12	the	the	DET
cana-2645	67	13	development	development	NOUN
cana-2645	67	14	of	of	ADP
cana-2645	67	15	brand	brand	PROPN
cana-2645	67	16	trust	trust	PROPN
cana-2645	67	17	,	,	PUNCT
cana-2645	67	18	demonstrating	demonstrate	VERB
cana-2645	67	19	that	that	PRON
cana-2645	67	20	proactive	proactive	ADJ
cana-2645	67	21	customer	customer	NOUN
cana-2645	67	22	engagement	engagement	NOUN
cana-2645	67	23	on	on	ADP
cana-2645	67	24	platforms	platform	NOUN
cana-2645	67	25	fosters	foster	VERB
cana-2645	67	26	consumer	consumer	NOUN
cana-2645	67	27	trust	trust	NOUN
cana-2645	67	28	and	and	CCONJ
cana-2645	67	29	significantly	significantly	ADV
cana-2645	67	30	affects	affect	VERB
cana-2645	67	31	purchase	purchase	NOUN
cana-2645	67	32	behaviour	behaviour	NOUN
cana-2645	67	33	[	[	X
cana-2645	67	34	16	16	NUM
cana-2645	67	35	]	]	PUNCT
cana-2645	67	36	.	.	PUNCT
cana-2645	68	1	analyzed	analyze	VERB
cana-2645	68	2	consumer	consumer	NOUN
cana-2645	68	3	interactions	interaction	NOUN
cana-2645	68	4	with	with	ADP
cana-2645	68	5	grocery	grocery	NOUN
cana-2645	68	6	apps	app	NOUN
cana-2645	68	7	in	in	ADP
cana-2645	68	8	iran	iran	PROPN
cana-2645	68	9	and	and	CCONJ
cana-2645	68	10	hungary	hungary	PROPN
cana-2645	68	11	,	,	PUNCT
cana-2645	68	12	employing	employ	VERB
cana-2645	68	13	advanced	advanced	ADJ
cana-2645	68	14	techniques	technique	NOUN
cana-2645	68	15	like	like	ADP
cana-2645	68	16	multi	multi	ADJ
cana-2645	68	17	-	-	ADJ
cana-2645	68	18	layer	layer	ADJ
cana-2645	68	19	perceptrons	perceptron	NOUN
cana-2645	68	20	and	and	CCONJ
cana-2645	68	21	gaussian	gaussian	ADJ
cana-2645	68	22	mixture	mixture	NOUN
cana-2645	68	23	models	model	NOUN
cana-2645	68	24	.	.	PUNCT
cana-2645	69	1	their	their	PRON
cana-2645	69	2	study	study	NOUN
cana-2645	69	3	identified	identify	VERB
cana-2645	69	4	behavioral	behavioral	ADJ
cana-2645	69	5	patterns	pattern	NOUN
cana-2645	69	6	and	and	CCONJ
cana-2645	69	7	segmented	segment	VERB
cana-2645	69	8	users	user	NOUN
cana-2645	69	9	based	base	VERB
cana-2645	69	10	on	on	ADP
cana-2645	69	11	demographics	demographic	NOUN
cana-2645	69	12	such	such	ADJ
cana-2645	69	13	as	as	ADP
cana-2645	69	14	age	age	NOUN
cana-2645	69	15	,	,	PUNCT
cana-2645	69	16	income	income	NOUN
cana-2645	69	17	,	,	PUNCT
cana-2645	69	18	and	and	CCONJ
cana-2645	69	19	location	location	NOUN
cana-2645	69	20	,	,	PUNCT
cana-2645	69	21	allowing	allow	VERB
cana-2645	69	22	grocery	grocery	NOUN
cana-2645	69	23	apps	app	NOUN
cana-2645	69	24	to	to	PART
cana-2645	69	25	tailor	tailor	VERB
cana-2645	69	26	marketing	marketing	NOUN
cana-2645	69	27	strategies	strategy	NOUN
cana-2645	69	28	to	to	PART
cana-2645	69	29	enhance	enhance	VERB
cana-2645	69	30	engagement	engagement	NOUN
cana-2645	69	31	and	and	CCONJ
cana-2645	69	32	optimize	optimize	VERB
cana-2645	69	33	user	user	NOUN
cana-2645	69	34	experiences	experience	NOUN
cana-2645	70	1	[	[	X
cana-2645	70	2	17][18	17][18	NUM
cana-2645	70	3	]	]	PUNCT
cana-2645	70	4	.	.	PUNCT
cana-2645	71	1	social	social	ADJ
cana-2645	71	2	media	medium	NOUN
cana-2645	71	3	's	's	PART
cana-2645	71	4	influence	influence	NOUN
cana-2645	71	5	on	on	ADP
cana-2645	71	6	each	each	DET
cana-2645	71	7	stage	stage	NOUN
cana-2645	71	8	of	of	ADP
cana-2645	71	9	the	the	DET
cana-2645	71	10	consumer	consumer	NOUN
cana-2645	71	11	decision	decision	NOUN
cana-2645	71	12	-	-	PUNCT
cana-2645	71	13	making	make	VERB
cana-2645	71	14	process	process	NOUN
cana-2645	71	15	has	have	AUX
cana-2645	71	16	also	also	ADV
cana-2645	71	17	been	be	AUX
cana-2645	71	18	studied	study	VERB
cana-2645	71	19	.	.	PUNCT
cana-2645	72	1	their	their	PRON
cana-2645	72	2	research	research	NOUN
cana-2645	72	3	examined	examine	VERB
cana-2645	72	4	how	how	SCONJ
cana-2645	72	5	social	social	ADJ
cana-2645	72	6	media	medium	NOUN
cana-2645	72	7	affects	affect	VERB
cana-2645	72	8	information	information	NOUN
cana-2645	72	9	retrieval	retrieval	NOUN
cana-2645	72	10	,	,	PUNCT
cana-2645	72	11	product	product	NOUN
cana-2645	72	12	evaluation	evaluation	NOUN
cana-2645	72	13	,	,	PUNCT
cana-2645	72	14	and	and	CCONJ
cana-2645	72	15	post	post	ADJ
cana-2645	72	16	-	-	ADJ
cana-2645	72	17	purchase	purchase	ADJ
cana-2645	72	18	behavior	behavior	NOUN
cana-2645	72	19	,	,	PUNCT
cana-2645	72	20	focusing	focus	VERB
cana-2645	72	21	on	on	ADP
cana-2645	72	22	reviews	review	NOUN
cana-2645	72	23	,	,	PUNCT
cana-2645	72	24	endorsements	endorsement	NOUN
cana-2645	72	25	,	,	PUNCT
cana-2645	72	26	and	and	CCONJ
cana-2645	72	27	post	post	ADJ
cana-2645	72	28	-	-	ADJ
cana-2645	72	29	purchase	purchase	ADJ
cana-2645	72	30	engagement	engagement	NOUN
cana-2645	72	31	.	.	PUNCT
cana-2645	73	1	their	their	PRON
cana-2645	73	2	findings	finding	NOUN
cana-2645	73	3	highlight	highlight	VERB
cana-2645	73	4	the	the	DET
cana-2645	73	5	essential	essential	ADJ
cana-2645	73	6	role	role	NOUN
cana-2645	73	7	of	of	ADP
cana-2645	73	8	social	social	ADJ
cana-2645	73	9	media	medium	NOUN
cana-2645	73	10	in	in	ADP
cana-2645	73	11	shaping	shape	VERB
cana-2645	73	12	consumer	consumer	NOUN
cana-2645	73	13	choices[19][23	choices[19][23	PROPN
cana-2645	73	14	]	]	PUNCT
cana-2645	73	15	.	.	PUNCT
cana-2645	74	1	in	in	ADP
cana-2645	74	2	the	the	DET
cana-2645	74	3	realm	realm	NOUN
cana-2645	74	4	of	of	ADP
cana-2645	74	5	social	social	ADJ
cana-2645	74	6	network	network	NOUN
cana-2645	74	7	marketing	marketing	NOUN
cana-2645	74	8	,	,	PUNCT
cana-2645	74	9	employed	employ	VERB
cana-2645	74	10	unsupervised	unsupervised	ADJ
cana-2645	74	11	machine	machine	NOUN
cana-2645	74	12	learning	learn	VERB
cana-2645	74	13	to	to	PART
cana-2645	74	14	analyze	analyze	VERB
cana-2645	74	15	consumer	consumer	NOUN
cana-2645	74	16	behavior	behavior	NOUN
cana-2645	74	17	on	on	ADP
cana-2645	74	18	facebook	facebook	PROPN
cana-2645	74	19	marketplace	marketplace	NOUN
cana-2645	74	20	.	.	PUNCT
cana-2645	75	1	by	by	ADP
cana-2645	75	2	categorizing	categorize	VERB
cana-2645	75	3	consumers	consumer	NOUN
cana-2645	75	4	based	base	VERB
cana-2645	75	5	on	on	ADP
cana-2645	75	6	browsing	browse	VERB
cana-2645	75	7	habits	habit	NOUN
cana-2645	75	8	and	and	CCONJ
cana-2645	75	9	engagement	engagement	NOUN
cana-2645	75	10	with	with	ADP
cana-2645	75	11	marketing	marketing	NOUN
cana-2645	75	12	content	content	NOUN
cana-2645	75	13	,	,	PUNCT
cana-2645	75	14	their	their	PRON
cana-2645	75	15	study	study	NOUN
cana-2645	75	16	demonstrated	demonstrate	VERB
cana-2645	75	17	the	the	DET
cana-2645	75	18	effectiveness	effectiveness	NOUN
cana-2645	75	19	of	of	ADP
cana-2645	75	20	targeted	target	VERB
cana-2645	75	21	strategies	strategy	NOUN
cana-2645	75	22	in	in	ADP
cana-2645	75	23	influencing	influence	VERB
cana-2645	75	24	purchases	purchase	NOUN
cana-2645	75	25	,	,	PUNCT
cana-2645	75	26	emphasizing	emphasize	VERB
cana-2645	75	27	the	the	DET
cana-2645	75	28	necessity	necessity	NOUN
cana-2645	75	29	of	of	ADP
cana-2645	75	30	tailoring	tailor	VERB
cana-2645	75	31	approaches	approach	NOUN
cana-2645	75	32	to	to	ADP
cana-2645	75	33	specific	specific	ADJ
cana-2645	75	34	consumer	consumer	NOUN
cana-2645	75	35	segments	segment	NOUN
cana-2645	75	36	[	[	X
cana-2645	75	37	20][21	20][21	X
cana-2645	75	38	]	]	X
cana-2645	75	39	.	.	PUNCT
cana-2645	76	1	another	another	DET
cana-2645	76	2	study	study	NOUN
cana-2645	76	3	by	by	ADP
cana-2645	76	4	investigated	investigate	VERB
cana-2645	76	5	the	the	DET
cana-2645	76	6	impact	impact	NOUN
cana-2645	76	7	of	of	ADP
cana-2645	76	8	startup	startup	NOUN
cana-2645	76	9	technology	technology	NOUN
cana-2645	76	10	innovations	innovation	NOUN
cana-2645	76	11	and	and	CCONJ
cana-2645	76	12	crm	crm	NOUN
cana-2645	76	13	systems	system	NOUN
cana-2645	76	14	on	on	ADP
cana-2645	76	15	consumer	consumer	NOUN
cana-2645	76	16	purchasing	purchasing	NOUN
cana-2645	76	17	behavior	behavior	NOUN
cana-2645	76	18	.	.	PUNCT
cana-2645	77	1	utilizing	utilize	VERB
cana-2645	77	2	advanced	advanced	ADJ
cana-2645	77	3	models	model	NOUN
cana-2645	77	4	like	like	ADP
cana-2645	77	5	support	support	NOUN
cana-2645	77	6	vector	vector	NOUN
cana-2645	77	7	machines	machine	NOUN
cana-2645	77	8	and	and	CCONJ
cana-2645	77	9	structural	structural	ADJ
cana-2645	77	10	equation	equation	NOUN
cana-2645	77	11	modeling	modeling	NOUN
cana-2645	77	12	,	,	PUNCT
cana-2645	77	13	the	the	DET
cana-2645	77	14	research	research	NOUN
cana-2645	77	15	concluded	conclude	VERB
cana-2645	77	16	that	that	SCONJ
cana-2645	77	17	crm	crm	PROPN
cana-2645	77	18	technologies	technology	NOUN
cana-2645	77	19	enhance	enhance	VERB
cana-2645	77	20	customer	customer	NOUN
cana-2645	77	21	communications	communication	NOUN
cana-2645	77	22	on	on	ADP
cana-2645	77	23	applied	apply	VERB
cana-2645	77	24	nonlinear	nonlinear	ADJ
cana-2645	77	25	analysis	analysis	NOUN
cana-2645	77	26	issn	issn	NOUN
cana-2645	77	27	:	:	PUNCT
cana-2645	77	28	1074	1074	NUM
cana-2645	77	29	-	-	PUNCT
cana-2645	77	30	133x	133x	NUM
cana-2645	77	31	vol	vol	NOUN
cana-2645	77	32	32	32	NUM
cana-2645	77	33	no	no	NOUN
cana-2645	77	34	.	.	PUNCT
cana-2645	78	1	3s	3s	NUM
cana-2645	78	2	(	(	PUNCT
cana-2645	78	3	2025	2025	NUM
cana-2645	78	4	)	)	PUNCT
cana-2645	78	5	317	317	NUM
cana-2645	78	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	78	7	engagement	engagement	NOUN
cana-2645	78	8	and	and	CCONJ
cana-2645	78	9	satisfaction	satisfaction	NOUN
cana-2645	78	10	,	,	PUNCT
cana-2645	78	11	allowing	allow	VERB
cana-2645	78	12	businesses	business	NOUN
cana-2645	78	13	to	to	PART
cana-2645	78	14	co	co	VERB
cana-2645	78	15	-	-	VERB
cana-2645	78	16	create	create	VERB
cana-2645	78	17	value	value	NOUN
cana-2645	78	18	with	with	ADP
cana-2645	78	19	consumers	consumer	NOUN
cana-2645	78	20	and	and	CCONJ
cana-2645	78	21	improve	improve	VERB
cana-2645	78	22	purchasing	purchasing	NOUN
cana-2645	78	23	decisions	decision	NOUN
cana-2645	78	24	[	[	X
cana-2645	78	25	22	22	NUM
cana-2645	78	26	]	]	PUNCT
cana-2645	78	27	.	.	PUNCT
cana-2645	79	1	research	research	NOUN
cana-2645	79	2	gap	gap	NOUN
cana-2645	79	3	existing	exist	VERB
cana-2645	79	4	literature	literature	NOUN
cana-2645	79	5	has	have	AUX
cana-2645	79	6	significantly	significantly	ADV
cana-2645	79	7	enhanced	enhance	VERB
cana-2645	79	8	our	our	PRON
cana-2645	79	9	understanding	understanding	NOUN
cana-2645	79	10	of	of	ADP
cana-2645	79	11	social	social	ADJ
cana-2645	79	12	media	medium	NOUN
cana-2645	79	13	algorithms	algorithm	NOUN
cana-2645	79	14	and	and	CCONJ
cana-2645	79	15	their	their	PRON
cana-2645	79	16	effects	effect	NOUN
cana-2645	79	17	on	on	ADP
cana-2645	79	18	users	user	NOUN
cana-2645	79	19	.	.	PUNCT
cana-2645	80	1	however	however	ADV
cana-2645	80	2	,	,	PUNCT
cana-2645	80	3	a	a	DET
cana-2645	80	4	critical	critical	ADJ
cana-2645	80	5	knowledge	knowledge	NOUN
cana-2645	80	6	gap	gap	NOUN
cana-2645	80	7	remains	remain	VERB
cana-2645	80	8	regarding	regard	VERB
cana-2645	80	9	the	the	DET
cana-2645	80	10	complex	complex	ADJ
cana-2645	80	11	mechanisms	mechanism	NOUN
cana-2645	80	12	through	through	ADP
cana-2645	80	13	which	which	PRON
cana-2645	80	14	these	these	DET
cana-2645	80	15	algorithms	algorithm	NOUN
cana-2645	80	16	influence	influence	VERB
cana-2645	80	17	various	various	ADJ
cana-2645	80	18	stages	stage	NOUN
cana-2645	80	19	of	of	ADP
cana-2645	80	20	the	the	DET
cana-2645	80	21	consumer	consumer	NOUN
cana-2645	80	22	decision	decision	NOUN
cana-2645	80	23	-	-	PUNCT
cana-2645	80	24	making	make	VERB
cana-2645	80	25	process	process	NOUN
cana-2645	80	26	.	.	PUNCT
cana-2645	81	1	while	while	SCONJ
cana-2645	81	2	previous	previous	ADJ
cana-2645	81	3	studies	study	NOUN
cana-2645	81	4	have	have	AUX
cana-2645	81	5	examined	examine	VERB
cana-2645	81	6	related	related	ADJ
cana-2645	81	7	areas	area	NOUN
cana-2645	81	8	,	,	PUNCT
cana-2645	81	9	such	such	ADJ
cana-2645	81	10	as	as	ADP
cana-2645	81	11	the	the	DET
cana-2645	81	12	impact	impact	NOUN
cana-2645	81	13	of	of	ADP
cana-2645	81	14	algorithms	algorithm	NOUN
cana-2645	81	15	on	on	ADP
cana-2645	81	16	user	user	NOUN
cana-2645	81	17	engagement	engagement	NOUN
cana-2645	81	18	and	and	CCONJ
cana-2645	81	19	their	their	PRON
cana-2645	81	20	role	role	NOUN
cana-2645	81	21	in	in	ADP
cana-2645	81	22	content	content	NOUN
cana-2645	81	23	curation	curation	NOUN
cana-2645	81	24	,	,	PUNCT
cana-2645	81	25	there	there	PRON
cana-2645	81	26	is	be	VERB
cana-2645	81	27	a	a	DET
cana-2645	81	28	lack	lack	NOUN
cana-2645	81	29	of	of	ADP
cana-2645	81	30	comprehensive	comprehensive	ADJ
cana-2645	81	31	analysis	analysis	NOUN
cana-2645	81	32	focusing	focus	VERB
cana-2645	81	33	on	on	ADP
cana-2645	81	34	their	their	PRON
cana-2645	81	35	effects	effect	NOUN
cana-2645	81	36	on	on	ADP
cana-2645	81	37	consumer	consumer	NOUN
cana-2645	81	38	purchasing	purchasing	NOUN
cana-2645	81	39	behaviour	behaviour	NOUN
cana-2645	81	40	.	.	PUNCT
cana-2645	82	1	to	to	PART
cana-2645	82	2	address	address	VERB
cana-2645	82	3	this	this	DET
cana-2645	82	4	gap	gap	NOUN
cana-2645	82	5	,	,	PUNCT
cana-2645	82	6	the	the	DET
cana-2645	82	7	present	present	ADJ
cana-2645	82	8	study	study	NOUN
cana-2645	82	9	investigates	investigate	VERB
cana-2645	82	10	the	the	DET
cana-2645	82	11	intricate	intricate	ADJ
cana-2645	82	12	relationship	relationship	NOUN
cana-2645	82	13	between	between	ADP
cana-2645	82	14	social	social	ADJ
cana-2645	82	15	media	medium	NOUN
cana-2645	82	16	algorithms	algorithm	NOUN
cana-2645	82	17	and	and	CCONJ
cana-2645	82	18	consumer	consumer	NOUN
cana-2645	82	19	purchasing	purchasing	NOUN
cana-2645	82	20	decisions	decision	NOUN
cana-2645	82	21	.	.	PUNCT
cana-2645	83	1	gaining	gain	VERB
cana-2645	83	2	a	a	DET
cana-2645	83	3	deeper	deep	ADJ
cana-2645	83	4	understanding	understanding	NOUN
cana-2645	83	5	of	of	ADP
cana-2645	83	6	this	this	DET
cana-2645	83	7	connection	connection	NOUN
cana-2645	83	8	can	can	AUX
cana-2645	83	9	yield	yield	VERB
cana-2645	83	10	valuable	valuable	ADJ
cana-2645	83	11	insights	insight	NOUN
cana-2645	83	12	for	for	ADP
cana-2645	83	13	social	social	ADJ
cana-2645	83	14	media	medium	NOUN
cana-2645	83	15	platforms	platform	NOUN
cana-2645	83	16	,	,	PUNCT
cana-2645	83	17	businesses	business	NOUN
cana-2645	83	18	,	,	PUNCT
cana-2645	83	19	and	and	CCONJ
cana-2645	83	20	marketers	marketer	NOUN
cana-2645	83	21	.	.	PUNCT
cana-2645	84	1	research	research	NOUN
cana-2645	84	2	methodology	methodology	NOUN
cana-2645	84	3	this	this	DET
cana-2645	84	4	study	study	NOUN
cana-2645	84	5	employed	employ	VERB
cana-2645	84	6	a	a	DET
cana-2645	84	7	quantitative	quantitative	ADJ
cana-2645	84	8	research	research	NOUN
cana-2645	84	9	approach	approach	NOUN
cana-2645	84	10	to	to	PART
cana-2645	84	11	examine	examine	VERB
cana-2645	84	12	the	the	DET
cana-2645	84	13	influence	influence	NOUN
cana-2645	84	14	of	of	ADP
cana-2645	84	15	social	social	ADJ
cana-2645	84	16	media	medium	NOUN
cana-2645	84	17	algorithms	algorithm	NOUN
cana-2645	84	18	on	on	ADP
cana-2645	84	19	consumer	consumer	NOUN
cana-2645	84	20	buying	buying	NOUN
cana-2645	84	21	behavior	behavior	NOUN
cana-2645	84	22	.	.	PUNCT
cana-2645	85	1	data	datum	NOUN
cana-2645	85	2	were	be	AUX
cana-2645	85	3	collected	collect	VERB
cana-2645	85	4	through	through	ADP
cana-2645	85	5	structured	structured	ADJ
cana-2645	85	6	questionnaires	questionnaire	NOUN
cana-2645	85	7	from	from	ADP
cana-2645	85	8	224	224	NUM
cana-2645	85	9	active	active	ADJ
cana-2645	85	10	social	social	ADJ
cana-2645	85	11	media	medium	NOUN
cana-2645	85	12	users	user	NOUN
cana-2645	85	13	who	who	PRON
cana-2645	85	14	regularly	regularly	ADV
cana-2645	85	15	engage	engage	VERB
cana-2645	85	16	with	with	ADP
cana-2645	85	17	platforms	platform	NOUN
cana-2645	85	18	like	like	ADP
cana-2645	85	19	instagram	instagram	PROPN
cana-2645	85	20	,	,	PUNCT
cana-2645	85	21	facebook	facebook	NOUN
cana-2645	85	22	,	,	PUNCT
cana-2645	85	23	and	and	CCONJ
cana-2645	85	24	twitter	twitter	NOUN
cana-2645	85	25	.	.	PUNCT
cana-2645	86	1	the	the	DET
cana-2645	86	2	questionnaires	questionnaire	NOUN
cana-2645	86	3	were	be	AUX
cana-2645	86	4	carefully	carefully	ADV
cana-2645	86	5	designed	design	VERB
cana-2645	86	6	to	to	PART
cana-2645	86	7	assess	assess	VERB
cana-2645	86	8	user	user	NOUN
cana-2645	86	9	engagement	engagement	NOUN
cana-2645	86	10	metrics	metric	NOUN
cana-2645	86	11	—	—	PUNCT
cana-2645	86	12	including	include	VERB
cana-2645	86	13	likes	like	NOUN
cana-2645	86	14	,	,	PUNCT
cana-2645	86	15	shares	share	NOUN
cana-2645	86	16	,	,	PUNCT
cana-2645	86	17	comments	comment	NOUN
cana-2645	86	18	,	,	PUNCT
cana-2645	86	19	and	and	CCONJ
cana-2645	86	20	click	click	VERB
cana-2645	86	21	-	-	PUNCT
cana-2645	86	22	through	through	ADP
cana-2645	86	23	rates	rate	NOUN
cana-2645	86	24	—	—	PUNCT
cana-2645	86	25	while	while	SCONJ
cana-2645	86	26	also	also	ADV
cana-2645	86	27	capturing	capture	VERB
cana-2645	86	28	the	the	DET
cana-2645	86	29	participants	participant	NOUN
cana-2645	86	30	’	'	PUNCT
cana-2645	86	31	purchasing	purchase	VERB
cana-2645	86	32	behaviour	behaviour	NOUN
cana-2645	86	33	as	as	SCONJ
cana-2645	86	34	influenced	influence	VERB
cana-2645	86	35	by	by	ADP
cana-2645	86	36	social	social	ADJ
cana-2645	86	37	media	medium	NOUN
cana-2645	86	38	content	content	NOUN
cana-2645	86	39	.	.	PUNCT
cana-2645	87	1	this	this	DET
cana-2645	87	2	method	method	NOUN
cana-2645	87	3	enabled	enable	VERB
cana-2645	87	4	a	a	DET
cana-2645	87	5	thorough	thorough	ADJ
cana-2645	87	6	analysis	analysis	NOUN
cana-2645	87	7	of	of	ADP
cana-2645	87	8	how	how	SCONJ
cana-2645	87	9	algorithmic	algorithmic	ADJ
cana-2645	87	10	content	content	NOUN
cana-2645	87	11	curation	curation	NOUN
cana-2645	87	12	impacts	impact	VERB
cana-2645	87	13	consumer	consumer	NOUN
cana-2645	87	14	decisions	decision	NOUN
cana-2645	87	15	.	.	PUNCT
cana-2645	88	1	various	various	ADJ
cana-2645	88	2	statistical	statistical	ADJ
cana-2645	88	3	techniques	technique	NOUN
cana-2645	88	4	were	be	AUX
cana-2645	88	5	employed	employ	VERB
cana-2645	88	6	to	to	PART
cana-2645	88	7	analyze	analyze	VERB
cana-2645	88	8	the	the	DET
cana-2645	88	9	data	datum	NOUN
cana-2645	88	10	.	.	PUNCT
cana-2645	89	1	spearman	spearman	NOUN
cana-2645	89	2	’s	’s	PART
cana-2645	89	3	rank	rank	NOUN
cana-2645	89	4	order	order	NOUN
cana-2645	89	5	correlation	correlation	NOUN
cana-2645	89	6	was	be	AUX
cana-2645	89	7	used	use	VERB
cana-2645	89	8	to	to	PART
cana-2645	89	9	determine	determine	VERB
cana-2645	89	10	the	the	DET
cana-2645	89	11	strength	strength	NOUN
cana-2645	89	12	and	and	CCONJ
cana-2645	89	13	direction	direction	NOUN
cana-2645	89	14	of	of	ADP
cana-2645	89	15	relationships	relationship	NOUN
cana-2645	89	16	between	between	ADP
cana-2645	89	17	user	user	NOUN
cana-2645	89	18	engagement	engagement	NOUN
cana-2645	89	19	metrics	metric	NOUN
cana-2645	89	20	and	and	CCONJ
cana-2645	89	21	purchasing	purchasing	NOUN
cana-2645	89	22	behaviour	behaviour	NOUN
cana-2645	89	23	,	,	PUNCT
cana-2645	89	24	considering	consider	VERB
cana-2645	89	25	the	the	DET
cana-2645	89	26	non	non	ADJ
cana-2645	89	27	-	-	ADJ
cana-2645	89	28	parametric	parametric	ADJ
cana-2645	89	29	nature	nature	NOUN
cana-2645	89	30	of	of	ADP
cana-2645	89	31	the	the	DET
cana-2645	89	32	data	datum	NOUN
cana-2645	89	33	.	.	PUNCT
cana-2645	90	1	additionally	additionally	ADV
cana-2645	90	2	,	,	PUNCT
cana-2645	90	3	regression	regression	VERB
cana-2645	90	4	analysis	analysis	NOUN
cana-2645	90	5	was	be	AUX
cana-2645	90	6	conducted	conduct	VERB
cana-2645	90	7	to	to	PART
cana-2645	90	8	quantify	quantify	VERB
cana-2645	90	9	the	the	DET
cana-2645	90	10	impact	impact	NOUN
cana-2645	90	11	of	of	ADP
cana-2645	90	12	engagement	engagement	NOUN
cana-2645	90	13	metrics	metric	NOUN
cana-2645	90	14	and	and	CCONJ
cana-2645	90	15	algorithmic	algorithmic	ADJ
cana-2645	90	16	exposure	exposure	NOUN
cana-2645	90	17	on	on	ADP
cana-2645	90	18	consumer	consumer	NOUN
cana-2645	90	19	buying	buying	NOUN
cana-2645	90	20	behaviour	behaviour	NOUN
cana-2645	90	21	,	,	PUNCT
cana-2645	90	22	helping	help	VERB
cana-2645	90	23	to	to	PART
cana-2645	90	24	identify	identify	VERB
cana-2645	90	25	key	key	ADJ
cana-2645	90	26	factors	factor	NOUN
cana-2645	90	27	that	that	PRON
cana-2645	90	28	significantly	significantly	ADV
cana-2645	90	29	influence	influence	NOUN
cana-2645	90	30	purchasing	purchasing	NOUN
cana-2645	90	31	decisions	decision	NOUN
cana-2645	90	32	.	.	PUNCT
cana-2645	91	1	descriptive	descriptive	ADJ
cana-2645	91	2	statistics	statistic	NOUN
cana-2645	91	3	were	be	AUX
cana-2645	91	4	utilized	utilize	VERB
cana-2645	91	5	to	to	PART
cana-2645	91	6	summarize	summarize	VERB
cana-2645	91	7	trends	trend	NOUN
cana-2645	91	8	in	in	ADP
cana-2645	91	9	user	user	NOUN
cana-2645	91	10	behaviour	behaviour	NOUN
cana-2645	91	11	and	and	CCONJ
cana-2645	91	12	content	content	NOUN
cana-2645	91	13	visibility	visibility	NOUN
cana-2645	91	14	,	,	PUNCT
cana-2645	91	15	providing	provide	VERB
cana-2645	91	16	a	a	DET
cana-2645	91	17	detailed	detailed	ADJ
cana-2645	91	18	understanding	understanding	NOUN
cana-2645	91	19	of	of	ADP
cana-2645	91	20	how	how	SCONJ
cana-2645	91	21	social	social	ADJ
cana-2645	91	22	media	media	NOUN
cana-2645	91	23	algorithms	algorithm	NOUN
cana-2645	91	24	affect	affect	VERB
cana-2645	91	25	consumer	consumer	NOUN
cana-2645	91	26	engagement	engagement	NOUN
cana-2645	91	27	and	and	CCONJ
cana-2645	91	28	purchasing	purchase	VERB
cana-2645	91	29	outcomes	outcome	NOUN
cana-2645	91	30	.	.	PUNCT
cana-2645	92	1	hypothesis	hypothesis	NOUN
cana-2645	92	2	&	&	CCONJ
cana-2645	92	3	variables	variable	NOUN
cana-2645	92	4	the	the	DET
cana-2645	92	5	research	research	NOUN
cana-2645	92	6	explores	explore	VERB
cana-2645	92	7	four	four	NUM
cana-2645	92	8	hypotheses	hypothesis	NOUN
cana-2645	92	9	.	.	PUNCT
cana-2645	93	1	the	the	DET
cana-2645	93	2	first	first	ADJ
cana-2645	93	3	null	null	ADJ
cana-2645	93	4	hypothesis	hypothesis	NOUN
cana-2645	93	5	(	(	PUNCT
cana-2645	93	6	h0	h0	NOUN
cana-2645	93	7	)	)	PUNCT
cana-2645	93	8	asserts	assert	VERB
cana-2645	93	9	that	that	SCONJ
cana-2645	93	10	click	click	VERB
cana-2645	93	11	-	-	PUNCT
cana-2645	93	12	through	through	ADP
cana-2645	93	13	rates	rate	NOUN
cana-2645	93	14	,	,	PUNCT
cana-2645	93	15	likes	like	NOUN
cana-2645	93	16	,	,	PUNCT
cana-2645	93	17	comments	comment	NOUN
cana-2645	93	18	,	,	PUNCT
cana-2645	93	19	shares	share	NOUN
cana-2645	93	20	,	,	PUNCT
cana-2645	93	21	and	and	CCONJ
cana-2645	93	22	other	other	ADJ
cana-2645	93	23	algorithm	algorithm	NOUN
cana-2645	93	24	-	-	PUNCT
cana-2645	93	25	generated	generate	VERB
cana-2645	93	26	user	user	NOUN
cana-2645	93	27	engagement	engagement	NOUN
cana-2645	93	28	metrics	metric	NOUN
cana-2645	93	29	do	do	AUX
cana-2645	93	30	not	not	PART
cana-2645	93	31	significantly	significantly	ADV
cana-2645	93	32	influence	influence	VERB
cana-2645	93	33	consumer	consumer	NOUN
cana-2645	93	34	purchasing	purchasing	NOUN
cana-2645	93	35	behaviour	behaviour	NOUN
cana-2645	93	36	.	.	PUNCT
cana-2645	94	1	the	the	DET
cana-2645	94	2	second	second	ADJ
cana-2645	94	3	null	null	ADJ
cana-2645	94	4	hypothesis	hypothesis	NOUN
cana-2645	94	5	(	(	PUNCT
cana-2645	94	6	h0	h0	NOUN
cana-2645	94	7	)	)	PUNCT
cana-2645	94	8	posits	posit	NOUN
cana-2645	94	9	that	that	SCONJ
cana-2645	94	10	the	the	DET
cana-2645	94	11	interaction	interaction	NOUN
cana-2645	94	12	between	between	ADP
cana-2645	94	13	social	social	ADJ
cana-2645	94	14	media	medium	NOUN
cana-2645	94	15	algorithms	algorithm	NOUN
cana-2645	94	16	and	and	CCONJ
cana-2645	94	17	consumer	consumer	NOUN
cana-2645	94	18	behaviour	behaviour	NOUN
cana-2645	94	19	does	do	AUX
cana-2645	94	20	not	not	PART
cana-2645	94	21	significantly	significantly	ADV
cana-2645	94	22	impact	impact	VERB
cana-2645	94	23	purchasing	purchasing	NOUN
cana-2645	94	24	decisions	decision	NOUN
cana-2645	94	25	.	.	PUNCT
cana-2645	95	1	the	the	DET
cana-2645	95	2	third	third	ADJ
cana-2645	95	3	null	null	ADJ
cana-2645	95	4	hypothesis	hypothesis	NOUN
cana-2645	95	5	(	(	PUNCT
cana-2645	95	6	h0	h0	NOUN
cana-2645	95	7	)	)	PUNCT
cana-2645	95	8	suggests	suggest	VERB
cana-2645	95	9	that	that	SCONJ
cana-2645	95	10	social	social	ADJ
cana-2645	95	11	media	medium	NOUN
cana-2645	95	12	algorithms	algorithm	NOUN
cana-2645	95	13	have	have	VERB
cana-2645	95	14	no	no	DET
cana-2645	95	15	significant	significant	ADJ
cana-2645	95	16	effect	effect	NOUN
cana-2645	95	17	on	on	ADP
cana-2645	95	18	content	content	NOUN
cana-2645	95	19	visibility	visibility	NOUN
cana-2645	95	20	across	across	ADP
cana-2645	95	21	multiple	multiple	ADJ
cana-2645	95	22	platforms	platform	NOUN
cana-2645	95	23	and	and	CCONJ
cana-2645	95	24	do	do	AUX
cana-2645	95	25	not	not	PART
cana-2645	95	26	influence	influence	VERB
cana-2645	95	27	consumer	consumer	NOUN
cana-2645	95	28	purchasing	purchasing	NOUN
cana-2645	95	29	behaviour	behaviour	NOUN
cana-2645	95	30	.	.	PUNCT
cana-2645	96	1	finally	finally	ADV
cana-2645	96	2	,	,	PUNCT
cana-2645	96	3	the	the	DET
cana-2645	96	4	fourth	fourth	ADJ
cana-2645	96	5	null	null	ADJ
cana-2645	96	6	hypothesis	hypothesis	NOUN
cana-2645	96	7	(	(	PUNCT
cana-2645	96	8	h0	h0	NOUN
cana-2645	96	9	)	)	PUNCT
cana-2645	96	10	claims	claim	VERB
cana-2645	96	11	that	that	SCONJ
cana-2645	96	12	user	user	NOUN
cana-2645	96	13	-	-	PUNCT
cana-2645	96	14	generated	generate	VERB
cana-2645	96	15	content	content	NOUN
cana-2645	96	16	and	and	CCONJ
cana-2645	96	17	reviews	review	NOUN
cana-2645	96	18	on	on	ADP
cana-2645	96	19	social	social	ADJ
cana-2645	96	20	media	medium	NOUN
cana-2645	96	21	platforms	platform	NOUN
cana-2645	96	22	have	have	VERB
cana-2645	96	23	no	no	DET
cana-2645	96	24	significant	significant	ADJ
cana-2645	96	25	impact	impact	NOUN
cana-2645	96	26	on	on	ADP
cana-2645	96	27	consumer	consumer	NOUN
cana-2645	96	28	purchasing	purchasing	NOUN
cana-2645	96	29	behaviour	behaviour	NOUN
cana-2645	96	30	.	.	PUNCT
cana-2645	97	1	communications	communication	NOUN
cana-2645	97	2	on	on	ADP
cana-2645	97	3	applied	apply	VERB
cana-2645	97	4	nonlinear	nonlinear	ADJ
cana-2645	97	5	analysis	analysis	NOUN
cana-2645	97	6	issn	issn	NOUN
cana-2645	97	7	:	:	PUNCT
cana-2645	97	8	1074	1074	NUM
cana-2645	97	9	-	-	PUNCT
cana-2645	97	10	133x	133x	NUM
cana-2645	97	11	vol	vol	NOUN
cana-2645	97	12	32	32	NUM
cana-2645	97	13	no	no	NOUN
cana-2645	97	14	.	.	PUNCT
cana-2645	98	1	3s	3s	NUM
cana-2645	98	2	(	(	PUNCT
cana-2645	98	3	2025	2025	NUM
cana-2645	98	4	)	)	PUNCT
cana-2645	98	5	318	318	NUM
cana-2645	98	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	98	7	sampling	sample	VERB
cana-2645	98	8	size	size	NOUN
cana-2645	98	9	&	&	CCONJ
cana-2645	98	10	technique	technique	NOUN
cana-2645	98	11	to	to	PART
cana-2645	98	12	analyze	analyze	VERB
cana-2645	98	13	the	the	DET
cana-2645	98	14	impact	impact	NOUN
cana-2645	98	15	of	of	ADP
cana-2645	98	16	social	social	ADJ
cana-2645	98	17	media	medium	NOUN
cana-2645	98	18	algorithms	algorithm	NOUN
cana-2645	98	19	on	on	ADP
cana-2645	98	20	consumer	consumer	NOUN
cana-2645	98	21	buying	buying	NOUN
cana-2645	98	22	behavior	behavior	NOUN
cana-2645	98	23	,	,	PUNCT
cana-2645	98	24	this	this	DET
cana-2645	98	25	study	study	NOUN
cana-2645	98	26	used	use	VERB
cana-2645	98	27	a	a	DET
cana-2645	98	28	quantitative	quantitative	ADJ
cana-2645	98	29	research	research	NOUN
cana-2645	98	30	methodology	methodology	NOUN
cana-2645	98	31	.	.	PUNCT
cana-2645	99	1	convenience	convenience	NOUN
cana-2645	99	2	sampling	sampling	NOUN
cana-2645	99	3	,	,	PUNCT
cana-2645	99	4	a	a	DET
cana-2645	99	5	non	non	ADJ
cana-2645	99	6	-	-	ADJ
cana-2645	99	7	probability	probability	ADJ
cana-2645	99	8	sampling	sampling	NOUN
cana-2645	99	9	method	method	NOUN
cana-2645	99	10	,	,	PUNCT
cana-2645	99	11	was	be	AUX
cana-2645	99	12	employed	employ	VERB
cana-2645	99	13	due	due	ADP
cana-2645	99	14	to	to	ADP
cana-2645	99	15	its	its	PRON
cana-2645	99	16	practicality	practicality	NOUN
cana-2645	99	17	in	in	ADP
cana-2645	99	18	reaching	reach	VERB
cana-2645	99	19	a	a	DET
cana-2645	99	20	readily	readily	ADV
cana-2645	99	21	accessible	accessible	ADJ
cana-2645	99	22	subset	subset	NOUN
cana-2645	99	23	of	of	ADP
cana-2645	99	24	the	the	DET
cana-2645	99	25	target	target	NOUN
cana-2645	99	26	population	population	NOUN
cana-2645	99	27	.	.	PUNCT
cana-2645	100	1	while	while	SCONJ
cana-2645	100	2	a	a	DET
cana-2645	100	3	sample	sample	NOUN
cana-2645	100	4	size	size	NOUN
cana-2645	100	5	of	of	ADP
cana-2645	100	6	384	384	NUM
cana-2645	100	7	is	be	AUX
cana-2645	100	8	often	often	ADV
cana-2645	100	9	considered	consider	VERB
cana-2645	100	10	standard	standard	ADJ
cana-2645	100	11	for	for	ADP
cana-2645	100	12	quantitative	quantitative	ADJ
cana-2645	100	13	research	research	NOUN
cana-2645	100	14	,	,	PUNCT
cana-2645	100	15	this	this	DET
cana-2645	100	16	study	study	NOUN
cana-2645	100	17	was	be	AUX
cana-2645	100	18	limited	limit	VERB
cana-2645	100	19	to	to	ADP
cana-2645	100	20	224	224	NUM
cana-2645	100	21	respondents	respondent	NOUN
cana-2645	100	22	due	due	ADP
cana-2645	100	23	to	to	ADP
cana-2645	100	24	time	time	NOUN
cana-2645	100	25	constraints	constraint	NOUN
cana-2645	100	26	and	and	CCONJ
cana-2645	100	27	availability	availability	NOUN
cana-2645	100	28	,	,	PUNCT
cana-2645	100	29	which	which	PRON
cana-2645	100	30	still	still	ADV
cana-2645	100	31	constitutes	constitute	VERB
cana-2645	100	32	a	a	DET
cana-2645	100	33	robust	robust	ADJ
cana-2645	100	34	sample	sample	NOUN
cana-2645	100	35	size	size	NOUN
cana-2645	100	36	for	for	ADP
cana-2645	100	37	the	the	DET
cana-2645	100	38	research	research	NOUN
cana-2645	100	39	objectives	objective	NOUN
cana-2645	100	40	.	.	PUNCT
cana-2645	101	1	sources	source	NOUN
cana-2645	101	2	&	&	CCONJ
cana-2645	101	3	methods	method	NOUN
cana-2645	101	4	of	of	ADP
cana-2645	101	5	data	datum	NOUN
cana-2645	101	6	collection	collection	NOUN
cana-2645	101	7	primary	primary	ADJ
cana-2645	101	8	data	datum	NOUN
cana-2645	101	9	for	for	ADP
cana-2645	101	10	this	this	DET
cana-2645	101	11	study	study	NOUN
cana-2645	101	12	were	be	AUX
cana-2645	101	13	collected	collect	VERB
cana-2645	101	14	through	through	ADP
cana-2645	101	15	a	a	DET
cana-2645	101	16	carefully	carefully	ADV
cana-2645	101	17	crafted	craft	VERB
cana-2645	101	18	questionnaire	questionnaire	NOUN
cana-2645	101	19	aimed	aim	VERB
cana-2645	101	20	at	at	ADP
cana-2645	101	21	uncovering	uncover	VERB
cana-2645	101	22	specific	specific	ADJ
cana-2645	101	23	ways	way	NOUN
cana-2645	101	24	social	social	ADJ
cana-2645	101	25	media	medium	NOUN
cana-2645	101	26	algorithms	algorithm	NOUN
cana-2645	101	27	impact	impact	NOUN
cana-2645	101	28	consumer	consumer	NOUN
cana-2645	101	29	buying	buying	NOUN
cana-2645	101	30	behaviour	behaviour	NOUN
cana-2645	101	31	.	.	PUNCT
cana-2645	102	1	the	the	DET
cana-2645	102	2	questionnaire	questionnaire	NOUN
cana-2645	102	3	explored	explore	VERB
cana-2645	102	4	key	key	ADJ
cana-2645	102	5	areas	area	NOUN
cana-2645	102	6	relevant	relevant	ADJ
cana-2645	102	7	to	to	ADP
cana-2645	102	8	the	the	DET
cana-2645	102	9	study	study	NOUN
cana-2645	102	10	's	's	PART
cana-2645	102	11	goals	goal	NOUN
cana-2645	102	12	,	,	PUNCT
cana-2645	102	13	including	include	VERB
cana-2645	102	14	users	user	NOUN
cana-2645	102	15	’	’	PART
cana-2645	102	16	interactions	interaction	NOUN
cana-2645	102	17	with	with	ADP
cana-2645	102	18	algorithmically	algorithmically	ADV
cana-2645	102	19	curated	curate	VERB
cana-2645	102	20	content	content	NOUN
cana-2645	102	21	,	,	PUNCT
cana-2645	102	22	the	the	DET
cana-2645	102	23	credibility	credibility	NOUN
cana-2645	102	24	of	of	ADP
cana-2645	102	25	such	such	ADJ
cana-2645	102	26	content	content	NOUN
cana-2645	102	27	,	,	PUNCT
cana-2645	102	28	and	and	CCONJ
cana-2645	102	29	its	its	PRON
cana-2645	102	30	influence	influence	NOUN
cana-2645	102	31	on	on	ADP
cana-2645	102	32	purchasing	purchasing	NOUN
cana-2645	102	33	decisions	decision	NOUN
cana-2645	102	34	.	.	PUNCT
cana-2645	103	1	it	it	PRON
cana-2645	103	2	included	include	VERB
cana-2645	103	3	a	a	DET
cana-2645	103	4	mix	mix	NOUN
cana-2645	103	5	of	of	ADP
cana-2645	103	6	likert	likert	ADJ
cana-2645	103	7	scale	scale	NOUN
cana-2645	103	8	and	and	CCONJ
cana-2645	103	9	multiple	multiple	ADJ
cana-2645	103	10	-	-	PUNCT
cana-2645	103	11	choice	choice	NOUN
cana-2645	103	12	questions	question	NOUN
cana-2645	103	13	to	to	PART
cana-2645	103	14	capture	capture	VERB
cana-2645	103	15	the	the	DET
cana-2645	103	16	depth	depth	NOUN
cana-2645	103	17	and	and	CCONJ
cana-2645	103	18	breadth	breadth	NOUN
cana-2645	103	19	of	of	ADP
cana-2645	103	20	consumer	consumer	NOUN
cana-2645	103	21	experiences	experience	NOUN
cana-2645	103	22	and	and	CCONJ
cana-2645	103	23	perceptions	perception	NOUN
cana-2645	103	24	.	.	PUNCT
cana-2645	104	1	respondents	respondent	NOUN
cana-2645	104	2	were	be	AUX
cana-2645	104	3	selected	select	VERB
cana-2645	104	4	using	use	VERB
cana-2645	104	5	a	a	DET
cana-2645	104	6	stratified	stratified	ADJ
cana-2645	104	7	random	random	ADJ
cana-2645	104	8	sampling	sampling	NOUN
cana-2645	104	9	method	method	NOUN
cana-2645	104	10	to	to	PART
cana-2645	104	11	ensure	ensure	VERB
cana-2645	104	12	a	a	DET
cana-2645	104	13	representative	representative	ADJ
cana-2645	104	14	cross	cross	NOUN
cana-2645	104	15	-	-	NOUN
cana-2645	104	16	section	section	NOUN
cana-2645	104	17	of	of	ADP
cana-2645	104	18	social	social	ADJ
cana-2645	104	19	media	medium	NOUN
cana-2645	104	20	users	user	NOUN
cana-2645	104	21	across	across	ADP
cana-2645	104	22	various	various	ADJ
cana-2645	104	23	demographics	demographic	NOUN
cana-2645	104	24	and	and	CCONJ
cana-2645	104	25	platforms	platform	NOUN
cana-2645	104	26	.	.	PUNCT
cana-2645	105	1	this	this	DET
cana-2645	105	2	methodological	methodological	ADJ
cana-2645	105	3	approach	approach	NOUN
cana-2645	105	4	enabled	enable	VERB
cana-2645	105	5	the	the	DET
cana-2645	105	6	collection	collection	NOUN
cana-2645	105	7	of	of	ADP
cana-2645	105	8	rich	rich	ADJ
cana-2645	105	9	insights	insight	NOUN
cana-2645	105	10	directly	directly	ADV
cana-2645	105	11	from	from	ADP
cana-2645	105	12	individuals	individual	NOUN
cana-2645	105	13	,	,	PUNCT
cana-2645	105	14	facilitating	facilitate	VERB
cana-2645	105	15	a	a	DET
cana-2645	105	16	detailed	detailed	ADJ
cana-2645	105	17	analysis	analysis	NOUN
cana-2645	105	18	of	of	ADP
cana-2645	105	19	the	the	DET
cana-2645	105	20	complex	complex	ADJ
cana-2645	105	21	relationship	relationship	NOUN
cana-2645	105	22	between	between	ADP
cana-2645	105	23	social	social	ADJ
cana-2645	105	24	media	medium	NOUN
cana-2645	105	25	algorithms	algorithm	NOUN
cana-2645	105	26	and	and	CCONJ
cana-2645	105	27	consumer	consumer	NOUN
cana-2645	105	28	behavior	behavior	NOUN
cana-2645	105	29	.	.	PUNCT
cana-2645	106	1	the	the	DET
cana-2645	106	2	integration	integration	NOUN
cana-2645	106	3	of	of	ADP
cana-2645	106	4	primary	primary	ADJ
cana-2645	106	5	data	datum	NOUN
cana-2645	106	6	with	with	ADP
cana-2645	106	7	secondary	secondary	ADJ
cana-2645	106	8	sources	source	NOUN
cana-2645	106	9	from	from	ADP
cana-2645	106	10	academic	academic	ADJ
cana-2645	106	11	journals	journal	NOUN
cana-2645	106	12	and	and	CCONJ
cana-2645	106	13	industry	industry	NOUN
cana-2645	106	14	reports	report	NOUN
cana-2645	106	15	enriched	enrich	VERB
cana-2645	106	16	the	the	DET
cana-2645	106	17	research	research	NOUN
cana-2645	106	18	,	,	PUNCT
cana-2645	106	19	providing	provide	VERB
cana-2645	106	20	a	a	DET
cana-2645	106	21	comprehensive	comprehensive	ADJ
cana-2645	106	22	perspective	perspective	NOUN
cana-2645	106	23	essential	essential	ADJ
cana-2645	106	24	for	for	ADP
cana-2645	106	25	addressing	address	VERB
cana-2645	106	26	the	the	DET
cana-2645	106	27	research	research	NOUN
cana-2645	106	28	objectives	objective	NOUN
cana-2645	106	29	and	and	CCONJ
cana-2645	106	30	hypotheses	hypothesis	NOUN
cana-2645	106	31	.	.	PUNCT
cana-2645	107	1	statistical	statistical	ADJ
cana-2645	107	2	tools	tool	NOUN
cana-2645	107	3	used	use	VERB
cana-2645	107	4	for	for	ADP
cana-2645	107	5	analysis	analysis	NOUN
cana-2645	107	6	reliability	reliability	NOUN
cana-2645	107	7	test	test	NOUN
cana-2645	107	8	:	:	PUNCT
cana-2645	107	9	cronbach	cronbach	PROPN
cana-2645	107	10	's	's	PART
cana-2645	107	11	alpha	alpha	NOUN
cana-2645	107	12	was	be	AUX
cana-2645	107	13	employed	employ	VERB
cana-2645	107	14	to	to	PART
cana-2645	107	15	measure	measure	VERB
cana-2645	107	16	the	the	DET
cana-2645	107	17	internal	internal	ADJ
cana-2645	107	18	consistency	consistency	NOUN
cana-2645	107	19	of	of	ADP
cana-2645	107	20	the	the	DET
cana-2645	107	21	survey	survey	NOUN
cana-2645	107	22	instrument	instrument	NOUN
cana-2645	107	23	,	,	PUNCT
cana-2645	107	24	yielding	yield	VERB
cana-2645	107	25	a	a	DET
cana-2645	107	26	value	value	NOUN
cana-2645	107	27	of	of	ADP
cana-2645	107	28	0.951	0.951	NUM
cana-2645	107	29	,	,	PUNCT
cana-2645	107	30	indicating	indicate	VERB
cana-2645	107	31	high	high	ADJ
cana-2645	107	32	reliability	reliability	NOUN
cana-2645	107	33	,	,	PUNCT
cana-2645	107	34	well	well	ADV
cana-2645	107	35	above	above	ADP
cana-2645	107	36	the	the	DET
cana-2645	107	37	acceptable	acceptable	ADJ
cana-2645	107	38	threshold	threshold	NOUN
cana-2645	107	39	of	of	ADP
cana-2645	107	40	0.7	0.7	NUM
cana-2645	107	41	.	.	PUNCT
cana-2645	108	1	normality	normality	NOUN
cana-2645	108	2	test	test	NOUN
cana-2645	108	3	:	:	PUNCT
cana-2645	108	4	a	a	DET
cana-2645	108	5	normality	normality	NOUN
cana-2645	108	6	test	test	NOUN
cana-2645	108	7	indicated	indicate	VERB
cana-2645	108	8	that	that	SCONJ
cana-2645	108	9	the	the	DET
cana-2645	108	10	dependent	dependent	ADJ
cana-2645	108	11	variable	variable	NOUN
cana-2645	108	12	,	,	PUNCT
cana-2645	108	13	purchasing	purchase	VERB
cana-2645	108	14	decision	decision	NOUN
cana-2645	108	15	,	,	PUNCT
cana-2645	108	16	was	be	AUX
cana-2645	108	17	not	not	PART
cana-2645	108	18	normally	normally	ADV
cana-2645	108	19	distributed	distribute	VERB
cana-2645	108	20	.	.	PUNCT
cana-2645	109	1	consequently	consequently	ADV
cana-2645	109	2	,	,	PUNCT
cana-2645	109	3	non	non	ADJ
cana-2645	109	4	-	-	ADJ
cana-2645	109	5	parametric	parametric	ADJ
cana-2645	109	6	tests	test	NOUN
cana-2645	109	7	were	be	AUX
cana-2645	109	8	utilized	utilize	VERB
cana-2645	109	9	for	for	ADP
cana-2645	109	10	subsequent	subsequent	ADJ
cana-2645	109	11	analyses	analysis	NOUN
cana-2645	109	12	.	.	PUNCT
cana-2645	110	1	spearman	spearman	NOUN
cana-2645	110	2	’s	’s	PART
cana-2645	110	3	rank	rank	PROPN
cana-2645	110	4	correlation	correlation	NOUN
cana-2645	110	5	:	:	PUNCT
cana-2645	110	6	this	this	DET
cana-2645	110	7	test	test	NOUN
cana-2645	110	8	assessed	assess	VERB
cana-2645	110	9	the	the	DET
cana-2645	110	10	strength	strength	NOUN
cana-2645	110	11	and	and	CCONJ
cana-2645	110	12	direction	direction	NOUN
cana-2645	110	13	of	of	ADP
cana-2645	110	14	relationships	relationship	NOUN
cana-2645	110	15	between	between	ADP
cana-2645	110	16	variables	variable	NOUN
cana-2645	110	17	.	.	PUNCT
cana-2645	111	1	statistically	statistically	ADV
cana-2645	111	2	significant	significant	ADJ
cana-2645	111	3	correlations	correlation	NOUN
cana-2645	111	4	were	be	AUX
cana-2645	111	5	identified	identify	VERB
cana-2645	111	6	,	,	PUNCT
cana-2645	111	7	notably	notably	ADV
cana-2645	111	8	between	between	ADP
cana-2645	111	9	user	user	NOUN
cana-2645	111	10	engagement	engagement	NOUN
cana-2645	111	11	and	and	CCONJ
cana-2645	111	12	perceptions	perception	NOUN
cana-2645	111	13	of	of	ADP
cana-2645	111	14	algorithmic	algorithmic	ADJ
cana-2645	111	15	influence	influence	NOUN
cana-2645	111	16	,	,	PUNCT
cana-2645	111	17	underscoring	underscore	VERB
cana-2645	111	18	the	the	DET
cana-2645	111	19	role	role	NOUN
cana-2645	111	20	of	of	ADP
cana-2645	111	21	social	social	ADJ
cana-2645	111	22	media	medium	NOUN
cana-2645	111	23	algorithms	algorithm	NOUN
cana-2645	111	24	in	in	ADP
cana-2645	111	25	shaping	shape	VERB
cana-2645	111	26	consumer	consumer	NOUN
cana-2645	111	27	behavior	behavior	NOUN
cana-2645	111	28	.	.	PUNCT
cana-2645	112	1	regression	regression	NOUN
cana-2645	112	2	analysis	analysis	NOUN
cana-2645	112	3	:	:	PUNCT
cana-2645	112	4	regression	regression	NOUN
cana-2645	112	5	models	model	NOUN
cana-2645	112	6	were	be	AUX
cana-2645	112	7	employed	employ	VERB
cana-2645	112	8	to	to	PART
cana-2645	112	9	explore	explore	VERB
cana-2645	112	10	relationships	relationship	NOUN
cana-2645	112	11	between	between	ADP
cana-2645	112	12	independent	independent	ADJ
cana-2645	112	13	variables	variable	NOUN
cana-2645	112	14	(	(	PUNCT
cana-2645	112	15	e.g.	e.g.	ADV
cana-2645	112	16	,	,	PUNCT
cana-2645	112	17	engagement	engagement	NOUN
cana-2645	112	18	metrics	metric	NOUN
cana-2645	112	19	,	,	PUNCT
cana-2645	112	20	algorithmic	algorithmic	ADJ
cana-2645	112	21	exposure	exposure	NOUN
cana-2645	112	22	)	)	PUNCT
cana-2645	112	23	and	and	CCONJ
cana-2645	112	24	consumer	consumer	NOUN
cana-2645	112	25	buying	buying	NOUN
cana-2645	112	26	behavior	behavior	NOUN
cana-2645	112	27	.	.	PUNCT
cana-2645	113	1	the	the	DET
cana-2645	113	2	analysis	analysis	NOUN
cana-2645	113	3	confirmed	confirm	VERB
cana-2645	113	4	that	that	SCONJ
cana-2645	113	5	algorithm	algorithm	NOUN
cana-2645	113	6	-	-	PUNCT
cana-2645	113	7	generated	generate	VERB
cana-2645	113	8	engagement	engagement	NOUN
cana-2645	113	9	metrics	metric	NOUN
cana-2645	113	10	and	and	CCONJ
cana-2645	113	11	content	content	NOUN
cana-2645	113	12	visibility	visibility	NOUN
cana-2645	113	13	significantly	significantly	ADV
cana-2645	113	14	impact	impact	VERB
cana-2645	113	15	purchasing	purchasing	NOUN
cana-2645	113	16	decisions	decision	NOUN
cana-2645	113	17	.	.	PUNCT
cana-2645	114	1	communications	communication	NOUN
cana-2645	114	2	on	on	ADP
cana-2645	114	3	applied	apply	VERB
cana-2645	114	4	nonlinear	nonlinear	ADJ
cana-2645	114	5	analysis	analysis	NOUN
cana-2645	114	6	issn	issn	NOUN
cana-2645	114	7	:	:	PUNCT
cana-2645	114	8	1074	1074	NUM
cana-2645	114	9	-	-	PUNCT
cana-2645	114	10	133x	133x	NUM
cana-2645	114	11	vol	vol	NOUN
cana-2645	114	12	32	32	NUM
cana-2645	114	13	no	no	NOUN
cana-2645	114	14	.	.	PUNCT
cana-2645	115	1	3s	3s	NUM
cana-2645	115	2	(	(	PUNCT
cana-2645	115	3	2025	2025	NUM
cana-2645	115	4	)	)	PUNCT
cana-2645	115	5	319	319	NUM
cana-2645	115	6	https://internationalpubls.com	https://internationalpubls.com	NOUN
cana-2645	115	7	level	level	NOUN
cana-2645	115	8	of	of	ADP
cana-2645	115	9	significance	significance	NOUN
cana-2645	115	10	:	:	PUNCT
cana-2645	115	11	a	a	DET
cana-2645	115	12	significance	significance	NOUN
cana-2645	115	13	level	level	NOUN
cana-2645	115	14	of	of	ADP
cana-2645	115	15	5	5	NUM
cana-2645	115	16	%	%	NOUN
cana-2645	115	17	(	(	PUNCT
cana-2645	115	18	α	α	NOUN
cana-2645	115	19	=	=	NOUN
cana-2645	115	20	0.05	0.05	NUM
cana-2645	115	21	)	)	PUNCT
cana-2645	115	22	was	be	AUX
cana-2645	115	23	adopted	adopt	VERB
cana-2645	115	24	for	for	ADP
cana-2645	115	25	statistical	statistical	ADJ
cana-2645	115	26	analyses	analysis	NOUN
cana-2645	115	27	,	,	PUNCT
cana-2645	115	28	indicating	indicate	VERB
cana-2645	115	29	that	that	SCONJ
cana-2645	115	30	results	result	VERB
cana-2645	115	31	with	with	ADP
cana-2645	115	32	p	p	NOUN
cana-2645	115	33	-	-	PUNCT
cana-2645	115	34	values	value	NOUN
cana-2645	115	35	below	below	ADP
cana-2645	115	36	0.05	0.05	NUM
cana-2645	115	37	were	be	AUX
cana-2645	115	38	considered	consider	VERB
cana-2645	115	39	statistically	statistically	ADV
cana-2645	115	40	significant	significant	ADJ
cana-2645	115	41	.	.	PUNCT
cana-2645	116	1	this	this	DET
cana-2645	116	2	threshold	threshold	NOUN
cana-2645	116	3	,	,	PUNCT
cana-2645	116	4	common	common	ADJ
cana-2645	116	5	in	in	ADP
cana-2645	116	6	social	social	ADJ
cana-2645	116	7	science	science	NOUN
cana-2645	116	8	and	and	CCONJ
cana-2645	116	9	business	business	NOUN
cana-2645	116	10	research	research	NOUN
cana-2645	116	11	,	,	PUNCT
cana-2645	116	12	reflects	reflect	VERB
cana-2645	116	13	a	a	DET
cana-2645	116	14	95	95	NUM
cana-2645	116	15	%	%	NOUN
cana-2645	116	16	confidence	confidence	NOUN
cana-2645	116	17	in	in	ADP
cana-2645	116	18	the	the	DET
cana-2645	116	19	findings	finding	NOUN
cana-2645	116	20	,	,	PUNCT
cana-2645	116	21	suggesting	suggest	VERB
cana-2645	116	22	that	that	SCONJ
cana-2645	116	23	observed	observed	ADJ
cana-2645	116	24	patterns	pattern	NOUN
cana-2645	116	25	are	be	AUX
cana-2645	116	26	likely	likely	ADV
cana-2645	116	27	genuine	genuine	ADJ
cana-2645	116	28	rather	rather	ADV
cana-2645	116	29	than	than	ADP
cana-2645	116	30	random	random	ADJ
cana-2645	116	31	occurrences	occurrence	NOUN
cana-2645	116	32	.	.	PUNCT
cana-2645	117	1	the	the	DET
cana-2645	117	2	choice	choice	NOUN
cana-2645	117	3	of	of	ADP
cana-2645	117	4	the	the	DET
cana-2645	117	5	5	5	NUM
cana-2645	117	6	%	%	NOUN
cana-2645	117	7	level	level	NOUN
cana-2645	117	8	balances	balance	VERB
cana-2645	117	9	the	the	DET
cana-2645	117	10	risk	risk	NOUN
cana-2645	117	11	of	of	ADP
cana-2645	117	12	false	false	ADJ
cana-2645	117	13	positives	positive	NOUN
cana-2645	117	14	with	with	ADP
cana-2645	117	15	a	a	DET
cana-2645	117	16	degree	degree	NOUN
cana-2645	117	17	of	of	ADP
cana-2645	117	18	conservatism	conservatism	NOUN
cana-2645	117	19	,	,	PUNCT
cana-2645	117	20	enhancing	enhance	VERB
cana-2645	117	21	the	the	DET
cana-2645	117	22	credibility	credibility	NOUN
cana-2645	117	23	of	of	ADP
cana-2645	117	24	the	the	DET
cana-2645	117	25	findings	finding	NOUN
cana-2645	117	26	related	relate	VERB
cana-2645	117	27	to	to	ADP
cana-2645	117	28	factors	factor	NOUN
cana-2645	117	29	influencing	influence	VERB
cana-2645	117	30	consumer	consumer	NOUN
cana-2645	117	31	purchasing	purchasing	NOUN
cana-2645	117	32	decisions	decision	NOUN
cana-2645	117	33	.	.	PUNCT
cana-2645	118	1	data	datum	NOUN
cana-2645	118	2	analysis	analysis	NOUN
cana-2645	118	3	&	&	CCONJ
cana-2645	118	4	interpretation	interpretation	NOUN
cana-2645	118	5	reliability	reliability	NOUN
cana-2645	118	6	test	test	NOUN
cana-2645	118	7	table	table	NOUN
cana-2645	118	8	1	1	NUM
cana-2645	118	9	reliability	reliability	NOUN
cana-2645	118	10	test	test	NOUN
cana-2645	118	11	note	note	NOUN
cana-2645	118	12	:	:	PUNCT
cana-2645	118	13	output	output	NOUN
cana-2645	118	14	taken	take	VERB
cana-2645	118	15	from	from	ADP
cana-2645	118	16	spss	spss	PROPN
cana-2645	118	17	the	the	DET
cana-2645	118	18	reliability	reliability	NOUN
cana-2645	118	19	statistics	statistic	NOUN
cana-2645	118	20	table	table	NOUN
cana-2645	118	21	presents	present	VERB
cana-2645	118	22	a	a	DET
cana-2645	118	23	cronbach	cronbach	NOUN
cana-2645	118	24	's	's	PART
cana-2645	118	25	alpha	alpha	NOUN
cana-2645	118	26	of	of	ADP
cana-2645	118	27	0.951	0.951	NUM
cana-2645	118	28	for	for	ADP
cana-2645	118	29	a	a	DET
cana-2645	118	30	scale	scale	NOUN
cana-2645	118	31	comprising	comprise	VERB
cana-2645	118	32	22	22	NUM
cana-2645	118	33	items	item	NOUN
cana-2645	118	34	.	.	PUNCT
cana-2645	119	1	cronbach	cronbach	PROPN
cana-2645	119	2	's	's	PART
cana-2645	119	3	alpha	alpha	NOUN
cana-2645	119	4	is	be	AUX
cana-2645	119	5	a	a	DET
cana-2645	119	6	measure	measure	NOUN
cana-2645	119	7	of	of	ADP
cana-2645	119	8	internal	internal	ADJ
cana-2645	119	9	consistency	consistency	NOUN
cana-2645	119	10	,	,	PUNCT
cana-2645	119	11	which	which	PRON
cana-2645	119	12	assesses	assess	VERB
cana-2645	119	13	how	how	SCONJ
cana-2645	119	14	closely	closely	ADV
cana-2645	119	15	,	,	PUNCT
cana-2645	119	16	related	relate	VERB
cana-2645	119	17	a	a	DET
cana-2645	119	18	set	set	NOUN
cana-2645	119	19	of	of	ADP
cana-2645	119	20	items	item	NOUN
cana-2645	119	21	are	be	AUX
cana-2645	119	22	as	as	ADP
cana-2645	119	23	a	a	DET
cana-2645	119	24	group	group	NOUN
cana-2645	119	25	.	.	PUNCT
cana-2645	120	1	an	an	DET
cana-2645	120	2	alpha	alpha	NOUN
cana-2645	120	3	of	of	ADP
cana-2645	120	4	0.951	0.951	NUM
cana-2645	120	5	is	be	AUX
cana-2645	120	6	exceptionally	exceptionally	ADV
cana-2645	120	7	high	high	ADJ
cana-2645	120	8	,	,	PUNCT
cana-2645	120	9	indicating	indicate	VERB
cana-2645	120	10	excellent	excellent	ADJ
cana-2645	120	11	internal	internal	ADJ
cana-2645	120	12	consistency	consistency	NOUN
cana-2645	120	13	among	among	ADP
cana-2645	120	14	the	the	DET
cana-2645	120	15	items	item	NOUN
cana-2645	120	16	in	in	ADP
cana-2645	120	17	the	the	DET
cana-2645	120	18	scale	scale	NOUN
cana-2645	120	19	.	.	PUNCT
cana-2645	121	1	this	this	PRON
cana-2645	121	2	suggests	suggest	VERB
cana-2645	121	3	that	that	SCONJ
cana-2645	121	4	the	the	DET
cana-2645	121	5	items	item	NOUN
cana-2645	121	6	are	be	AUX
cana-2645	121	7	measuring	measure	VERB
cana-2645	121	8	a	a	DET
cana-2645	121	9	single	single	ADJ
cana-2645	121	10	underlying	underlie	VERB
cana-2645	121	11	construct	construct	NOUN
cana-2645	121	12	very	very	ADV
cana-2645	121	13	reliably	reliably	ADV
cana-2645	121	14	.	.	PUNCT
cana-2645	122	1	a	a	DET
cana-2645	122	2	cronbach	cronbach	NOUN
cana-2645	122	3	's	's	PART
cana-2645	122	4	alpha	alpha	NOUN
cana-2645	122	5	value	value	NOUN
cana-2645	122	6	exceeding	exceed	VERB
cana-2645	122	7	0.9	0.9	NUM
cana-2645	122	8	is	be	AUX
cana-2645	122	9	typically	typically	ADV
cana-2645	122	10	considered	consider	VERB
cana-2645	122	11	to	to	PART
cana-2645	122	12	show	show	VERB
cana-2645	122	13	excellent	excellent	ADJ
cana-2645	122	14	reliability	reliability	NOUN
cana-2645	122	15	,	,	PUNCT
cana-2645	122	16	and	and	CCONJ
cana-2645	122	17	in	in	ADP
cana-2645	122	18	this	this	DET
cana-2645	122	19	case	case	NOUN
cana-2645	122	20	,	,	PUNCT
cana-2645	122	21	it	it	PRON
cana-2645	122	22	implies	imply	VERB
cana-2645	122	23	that	that	SCONJ
cana-2645	122	24	the	the	DET
cana-2645	122	25	questionnaire	questionnaire	NOUN
cana-2645	122	26	or	or	CCONJ
cana-2645	122	27	test	test	NOUN
cana-2645	122	28	is	be	AUX
cana-2645	122	29	highly	highly	ADV
cana-2645	122	30	consistent	consistent	ADJ
cana-2645	122	31	and	and	CCONJ
cana-2645	122	32	that	that	SCONJ
cana-2645	122	33	the	the	DET
cana-2645	122	34	scale	scale	NOUN
cana-2645	122	35	items	item	NOUN
cana-2645	122	36	are	be	AUX
cana-2645	122	37	very	very	ADV
cana-2645	122	38	likely	likely	ADJ
cana-2645	122	39	to	to	PART
cana-2645	122	40	be	be	AUX
cana-2645	122	41	correlated	correlate	VERB
cana-2645	122	42	with	with	ADP
cana-2645	122	43	each	each	DET
cana-2645	122	44	other	other	ADJ
cana-2645	122	45	.	.	PUNCT
cana-2645	123	1	with	with	ADP
cana-2645	123	2	22	22	NUM
cana-2645	123	3	items	item	NOUN
cana-2645	123	4	contributing	contribute	VERB
cana-2645	123	5	to	to	ADP
cana-2645	123	6	this	this	DET
cana-2645	123	7	high	high	ADJ
cana-2645	123	8	level	level	NOUN
cana-2645	123	9	of	of	ADP
cana-2645	123	10	reliability	reliability	NOUN
cana-2645	123	11	,	,	PUNCT
cana-2645	123	12	the	the	DET
cana-2645	123	13	scale	scale	NOUN
cana-2645	123	14	used	use	VERB
cana-2645	123	15	to	to	PART
cana-2645	123	16	measure	measure	VERB
cana-2645	123	17	the	the	DET
cana-2645	123	18	construct	construct	NOUN
cana-2645	123	19	is	be	AUX
cana-2645	123	20	robust	robust	ADJ
cana-2645	123	21	and	and	CCONJ
cana-2645	123	22	can	can	AUX
cana-2645	123	23	be	be	AUX
cana-2645	123	24	considered	consider	VERB
cana-2645	123	25	dependable	dependable	ADJ
cana-2645	123	26	for	for	ADP
cana-2645	123	27	further	further	ADJ
cana-2645	123	28	analysis	analysis	NOUN
cana-2645	123	29	.	.	PUNCT
cana-2645	124	1	this	this	DET
cana-2645	124	2	high	high	ADJ
cana-2645	124	3	reliability	reliability	NOUN
cana-2645	124	4	is	be	AUX
cana-2645	124	5	critical	critical	ADJ
cana-2645	124	6	for	for	ADP
cana-2645	124	7	ensuring	ensure	VERB
cana-2645	124	8	that	that	SCONJ
cana-2645	124	9	any	any	DET
cana-2645	124	10	conclusions	conclusion	NOUN
cana-2645	124	11	drawn	draw	VERB
cana-2645	124	12	from	from	ADP
cana-2645	124	13	the	the	DET
cana-2645	124	14	data	datum	NOUN
cana-2645	124	15	are	be	AUX
cana-2645	124	16	based	base	VERB
cana-2645	124	17	on	on	ADP
cana-2645	124	18	a	a	DET
cana-2645	124	19	sound	sound	ADJ
cana-2645	124	20	measurement	measurement	NOUN
cana-2645	124	21	tool	tool	NOUN
cana-2645	124	22	.	.	PUNCT
cana-2645	125	1	normality	normality	NOUN
cana-2645	125	2	test	test	NOUN
cana-2645	125	3	the	the	DET
cana-2645	125	4	tests	test	NOUN
cana-2645	125	5	of	of	ADP
cana-2645	125	6	normality	normality	NOUN
cana-2645	125	7	,	,	PUNCT
cana-2645	125	8	specifically	specifically	ADV
cana-2645	125	9	the	the	DET
cana-2645	125	10	kolmogorov	kolmogorov	ADJ
cana-2645	125	11	-	-	PUNCT
cana-2645	125	12	smirnov	smirnov	PROPN
cana-2645	125	13	and	and	CCONJ
cana-2645	125	14	shapiro	shapiro	NOUN
cana-2645	125	15	-	-	PUNCT
cana-2645	125	16	wilk	wilk	NOUN
cana-2645	125	17	tests	test	NOUN
cana-2645	125	18	,	,	PUNCT
cana-2645	125	19	have	have	AUX
cana-2645	125	20	been	be	AUX
cana-2645	125	21	applied	apply	VERB
cana-2645	125	22	to	to	ADP
cana-2645	125	23	the	the	DET
cana-2645	125	24	variable	variable	ADJ
cana-2645	125	25	"	"	PUNCT
cana-2645	125	26	purchasing	purchase	VERB
cana-2645	125	27	decision	decision	NOUN
cana-2645	125	28	.	.	PUNCT
cana-2645	125	29	"	"	PUNCT
cana-2645	126	1	both	both	DET
cana-2645	126	2	tests	test	NOUN
cana-2645	126	3	aim	aim	VERB
cana-2645	126	4	to	to	PART
cana-2645	126	5	determine	determine	VERB
cana-2645	126	6	if	if	SCONJ
cana-2645	126	7	a	a	DET
cana-2645	126	8	dataset	dataset	NOUN
cana-2645	126	9	is	be	AUX
cana-2645	126	10	normally	normally	ADV
cana-2645	126	11	distributed	distribute	VERB
cana-2645	126	12	.	.	PUNCT
cana-2645	127	1	the	the	DET
cana-2645	127	2	kolmogorov	kolmogorov	ADJ
cana-2645	127	3	-	-	PUNCT
cana-2645	127	4	smirnov	smirnov	ADJ
cana-2645	127	5	test	test	NOUN
cana-2645	127	6	yields	yield	VERB
cana-2645	127	7	a	a	DET
cana-2645	127	8	statistic	statistic	NOUN
cana-2645	127	9	of	of	ADP
cana-2645	127	10	0.355	0.355	NUM
cana-2645	127	11	and	and	CCONJ
cana-2645	127	12	the	the	DET
cana-2645	127	13	shapiro	shapiro	PROPN
cana-2645	127	14	-	-	PUNCT
cana-2645	127	15	wilk	wilk	NOUN
cana-2645	127	16	test	test	NOUN
cana-2645	127	17	gives	give	VERB
cana-2645	127	18	a	a	DET
cana-2645	127	19	statistic	statistic	NOUN
cana-2645	127	20	of	of	ADP
cana-2645	127	21	0.635	0.635	NUM
cana-2645	127	22	,	,	PUNCT
cana-2645	127	23	both	both	CCONJ
cana-2645	127	24	with	with	ADP
cana-2645	127	25	a	a	DET
cana-2645	127	26	significance	significance	NOUN
cana-2645	127	27	(	(	PUNCT
cana-2645	127	28	p	p	NOUN
cana-2645	127	29	-	-	PUNCT
cana-2645	127	30	value	value	NOUN
cana-2645	127	31	)	)	PUNCT
cana-2645	127	32	of	of	ADP
cana-2645	127	33	less	less	ADJ
cana-2645	127	34	than	than	ADP
cana-2645	127	35	0.001	0.001	NUM
cana-2645	127	36	.	.	PUNCT
cana-2645	128	1	communications	communication	NOUN
cana-2645	128	2	on	on	ADP
cana-2645	128	3	applied	apply	VERB
cana-2645	128	4	nonlinear	nonlinear	ADJ
cana-2645	128	5	analysis	analysis	NOUN
cana-2645	128	6	issn	issn	NOUN
cana-2645	128	7	:	:	PUNCT
cana-2645	128	8	1074	1074	NUM
cana-2645	128	9	-	-	PUNCT
cana-2645	128	10	133x	133x	NUM
cana-2645	128	11	vol	vol	NOUN
cana-2645	128	12	32	32	NUM
cana-2645	128	13	no	no	NOUN
cana-2645	128	14	.	.	PUNCT
cana-2645	129	1	3s	3s	NUM
cana-2645	129	2	(	(	PUNCT
cana-2645	129	3	2025	2025	NUM
cana-2645	129	4	)	)	PUNCT
cana-2645	129	5	320	320	NUM
cana-2645	129	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	129	7	table	table	NOUN
cana-2645	129	8	2	2	NUM
cana-2645	129	9	tests	test	NOUN
cana-2645	129	10	of	of	ADP
cana-2645	129	11	normality	normality	NOUN
cana-2645	129	12	note	note	NOUN
cana-2645	129	13	:	:	PUNCT
cana-2645	129	14	output	output	NOUN
cana-2645	129	15	taken	take	VERB
cana-2645	129	16	from	from	ADP
cana-2645	129	17	spss	spss	PROPN
cana-2645	129	18	the	the	DET
cana-2645	129	19	significance	significance	NOUN
cana-2645	129	20	levels	level	NOUN
cana-2645	129	21	being	be	AUX
cana-2645	129	22	less	less	ADJ
cana-2645	129	23	than	than	ADP
cana-2645	129	24	0.001	0.001	NUM
cana-2645	129	25	for	for	ADP
cana-2645	129	26	both	both	DET
cana-2645	129	27	tests	test	NOUN
cana-2645	129	28	suggest	suggest	VERB
cana-2645	129	29	that	that	SCONJ
cana-2645	129	30	the	the	DET
cana-2645	129	31	data	datum	NOUN
cana-2645	129	32	for	for	ADP
cana-2645	129	33	"	"	PUNCT
cana-2645	129	34	purchasing	purchase	VERB
cana-2645	129	35	decision	decision	NOUN
cana-2645	129	36	"	"	PUNCT
cana-2645	129	37	deviate	deviate	VERB
cana-2645	129	38	significantly	significantly	ADV
cana-2645	129	39	from	from	ADP
cana-2645	129	40	a	a	DET
cana-2645	129	41	normal	normal	ADJ
cana-2645	129	42	distribution	distribution	NOUN
cana-2645	129	43	.	.	PUNCT
cana-2645	130	1	in	in	ADP
cana-2645	130	2	other	other	ADJ
cana-2645	130	3	words	word	NOUN
cana-2645	130	4	,	,	PUNCT
cana-2645	130	5	we	we	PRON
cana-2645	130	6	reject	reject	VERB
cana-2645	130	7	the	the	DET
cana-2645	130	8	null	null	ADJ
cana-2645	130	9	hypothesis	hypothesis	NOUN
cana-2645	130	10	for	for	ADP
cana-2645	130	11	both	both	DET
cana-2645	130	12	tests	test	NOUN
cana-2645	130	13	,	,	PUNCT
cana-2645	130	14	which	which	PRON
cana-2645	130	15	posits	posit	VERB
cana-2645	130	16	that	that	SCONJ
cana-2645	130	17	the	the	DET
cana-2645	130	18	data	data	NOUN
cana-2645	130	19	is	be	AUX
cana-2645	130	20	normally	normally	ADV
cana-2645	130	21	distributed	distribute	VERB
cana-2645	130	22	.	.	PUNCT
cana-2645	131	1	this	this	PRON
cana-2645	131	2	has	have	VERB
cana-2645	131	3	implications	implication	NOUN
cana-2645	131	4	for	for	ADP
cana-2645	131	5	statistical	statistical	ADJ
cana-2645	131	6	analysis	analysis	NOUN
cana-2645	131	7	,	,	PUNCT
cana-2645	131	8	as	as	SCONJ
cana-2645	131	9	many	many	ADJ
cana-2645	131	10	parametric	parametric	ADJ
cana-2645	131	11	tests	test	NOUN
cana-2645	131	12	assume	assume	VERB
cana-2645	131	13	normality	normality	NOUN
cana-2645	131	14	of	of	ADP
cana-2645	131	15	the	the	DET
cana-2645	131	16	data	datum	NOUN
cana-2645	131	17	.	.	PUNCT
cana-2645	132	1	therefore	therefore	ADV
cana-2645	132	2	,	,	PUNCT
cana-2645	132	3	when	when	SCONJ
cana-2645	132	4	analysing	analyse	VERB
cana-2645	132	5	the	the	DET
cana-2645	132	6	"	"	PUNCT
cana-2645	132	7	purchasing	purchase	VERB
cana-2645	132	8	decision	decision	NOUN
cana-2645	132	9	"	"	PUNCT
cana-2645	132	10	variable	variable	NOUN
cana-2645	132	11	,	,	PUNCT
cana-2645	132	12	it	it	PRON
cana-2645	132	13	may	may	AUX
cana-2645	132	14	be	be	AUX
cana-2645	132	15	more	more	ADV
cana-2645	132	16	appropriate	appropriate	ADJ
cana-2645	132	17	to	to	PART
cana-2645	132	18	use	use	VERB
cana-2645	132	19	non	non	ADJ
cana-2645	132	20	-	-	ADJ
cana-2645	132	21	parametric	parametric	ADJ
cana-2645	132	22	statistical	statistical	ADJ
cana-2645	132	23	methods	method	NOUN
cana-2645	132	24	that	that	PRON
cana-2645	132	25	do	do	AUX
cana-2645	132	26	not	not	PART
cana-2645	132	27	assume	assume	VERB
cana-2645	132	28	normal	normal	ADJ
cana-2645	132	29	distribution	distribution	NOUN
cana-2645	132	30	.	.	PUNCT
cana-2645	133	1	the	the	DET
cana-2645	133	2	results	result	NOUN
cana-2645	133	3	of	of	ADP
cana-2645	133	4	these	these	DET
cana-2645	133	5	normality	normality	NOUN
cana-2645	133	6	tests	test	NOUN
cana-2645	133	7	are	be	AUX
cana-2645	133	8	essential	essential	ADJ
cana-2645	133	9	for	for	ADP
cana-2645	133	10	guiding	guide	VERB
cana-2645	133	11	the	the	DET
cana-2645	133	12	correct	correct	ADJ
cana-2645	133	13	choice	choice	NOUN
cana-2645	133	14	of	of	ADP
cana-2645	133	15	subsequent	subsequent	ADJ
cana-2645	133	16	statistical	statistical	ADJ
cana-2645	133	17	analyses	analysis	NOUN
cana-2645	133	18	to	to	PART
cana-2645	133	19	ensure	ensure	VERB
cana-2645	133	20	accurate	accurate	ADJ
cana-2645	133	21	and	and	CCONJ
cana-2645	133	22	valid	valid	ADJ
cana-2645	133	23	results	result	NOUN
cana-2645	133	24	.	.	PUNCT
cana-2645	134	1	descriptive	descriptive	ADJ
cana-2645	134	2	statistics	statistic	NOUN
cana-2645	134	3	table	table	NOUN
cana-2645	134	4	3	3	NUM
cana-2645	134	5	descriptive	descriptive	ADJ
cana-2645	134	6	statistics	statistic	NOUN
cana-2645	134	7	note	note	NOUN
cana-2645	134	8	:	:	PUNCT
cana-2645	134	9	output	output	NOUN
cana-2645	134	10	taken	take	VERB
cana-2645	134	11	from	from	ADP
cana-2645	134	12	spss	spss	PROPN
cana-2645	134	13	communications	communication	NOUN
cana-2645	134	14	on	on	ADP
cana-2645	134	15	applied	apply	VERB
cana-2645	134	16	nonlinear	nonlinear	ADJ
cana-2645	134	17	analysis	analysis	NOUN
cana-2645	134	18	issn	issn	NOUN
cana-2645	134	19	:	:	PUNCT
cana-2645	134	20	1074	1074	NUM
cana-2645	134	21	-	-	PUNCT
cana-2645	134	22	133x	133x	NUM
cana-2645	134	23	vol	vol	NOUN
cana-2645	134	24	32	32	NUM
cana-2645	135	1	no	no	NOUN
cana-2645	135	2	.	.	PUNCT
cana-2645	136	1	3s	3s	NUM
cana-2645	136	2	(	(	PUNCT
cana-2645	136	3	2025	2025	NUM
cana-2645	136	4	)	)	PUNCT
cana-2645	136	5	321	321	NUM
cana-2645	136	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	136	7	the	the	DET
cana-2645	136	8	statistical	statistical	ADJ
cana-2645	136	9	analysis	analysis	NOUN
cana-2645	136	10	of	of	ADP
cana-2645	136	11	the	the	DET
cana-2645	136	12	demographic	demographic	ADJ
cana-2645	136	13	data	datum	NOUN
cana-2645	136	14	reveals	reveal	VERB
cana-2645	136	15	that	that	SCONJ
cana-2645	136	16	the	the	DET
cana-2645	136	17	average	average	ADJ
cana-2645	136	18	participant	participant	NOUN
cana-2645	136	19	age	age	NOUN
cana-2645	136	20	falls	fall	VERB
cana-2645	136	21	between	between	ADP
cana-2645	136	22	18	18	NUM
cana-2645	136	23	-	-	SYM
cana-2645	136	24	34	34	NUM
cana-2645	136	25	years	year	NOUN
cana-2645	136	26	,	,	PUNCT
cana-2645	136	27	with	with	ADP
cana-2645	136	28	a	a	DET
cana-2645	136	29	distribution	distribution	NOUN
cana-2645	136	30	skewing	skew	VERB
cana-2645	136	31	toward	toward	ADP
cana-2645	136	32	younger	young	ADJ
cana-2645	136	33	individuals	individual	NOUN
cana-2645	136	34	and	and	CCONJ
cana-2645	136	35	a	a	DET
cana-2645	136	36	peak	peak	NOUN
cana-2645	136	37	higher	high	ADJ
cana-2645	136	38	than	than	ADP
cana-2645	136	39	that	that	PRON
cana-2645	136	40	of	of	ADP
cana-2645	136	41	a	a	DET
cana-2645	136	42	normal	normal	ADJ
cana-2645	136	43	distribution	distribution	NOUN
cana-2645	136	44	,	,	PUNCT
cana-2645	136	45	suggesting	suggest	VERB
cana-2645	136	46	that	that	SCONJ
cana-2645	136	47	younger	young	ADJ
cana-2645	136	48	respondents	respondent	NOUN
cana-2645	136	49	were	be	AUX
cana-2645	136	50	more	more	ADV
cana-2645	136	51	common	common	ADJ
cana-2645	136	52	.	.	PUNCT
cana-2645	137	1	males	male	NOUN
cana-2645	137	2	have	have	VERB
cana-2645	137	3	a	a	DET
cana-2645	137	4	slight	slight	ADJ
cana-2645	137	5	advantage	advantage	NOUN
cana-2645	137	6	with	with	ADP
cana-2645	137	7	a	a	DET
cana-2645	137	8	small	small	ADJ
cana-2645	137	9	variation	variation	NOUN
cana-2645	137	10	in	in	ADP
cana-2645	137	11	gender	gender	NOUN
cana-2645	137	12	distribution	distribution	NOUN
cana-2645	137	13	,	,	PUNCT
cana-2645	137	14	and	and	CCONJ
cana-2645	137	15	the	the	DET
cana-2645	137	16	males	male	NOUN
cana-2645	137	17	have	have	VERB
cana-2645	137	18	a	a	DET
cana-2645	137	19	larger	large	ADJ
cana-2645	137	20	concentration	concentration	NOUN
cana-2645	137	21	.	.	PUNCT
cana-2645	138	1	there	there	PRON
cana-2645	138	2	is	be	VERB
cana-2645	138	3	a	a	DET
cana-2645	138	4	high	high	ADJ
cana-2645	138	5	level	level	NOUN
cana-2645	138	6	of	of	ADP
cana-2645	138	7	education	education	NOUN
cana-2645	138	8	among	among	ADP
cana-2645	138	9	respondents	respondent	NOUN
cana-2645	138	10	,	,	PUNCT
cana-2645	138	11	with	with	ADP
cana-2645	138	12	most	most	ADJ
cana-2645	138	13	having	have	VERB
cana-2645	138	14	at	at	ADV
cana-2645	138	15	least	least	ADJ
cana-2645	138	16	some	some	PRON
cana-2645	138	17	college	college	NOUN
cana-2645	138	18	or	or	CCONJ
cana-2645	138	19	associate	associate	NOUN
cana-2645	138	20	's	's	PART
cana-2645	138	21	degree	degree	NOUN
cana-2645	138	22	,	,	PUNCT
cana-2645	138	23	with	with	ADP
cana-2645	138	24	the	the	DET
cana-2645	138	25	distribution	distribution	NOUN
cana-2645	138	26	leaning	lean	VERB
cana-2645	138	27	towards	towards	ADP
cana-2645	138	28	higher	high	ADJ
cana-2645	138	29	education	education	NOUN
cana-2645	138	30	levels	level	NOUN
cana-2645	138	31	.	.	PUNCT
cana-2645	139	1	students	student	NOUN
cana-2645	139	2	and	and	CCONJ
cana-2645	139	3	employed	employ	VERB
cana-2645	139	4	individuals	individual	NOUN
cana-2645	139	5	are	be	AUX
cana-2645	139	6	mixed	mix	VERB
cana-2645	139	7	in	in	ADP
cana-2645	139	8	the	the	DET
cana-2645	139	9	sample	sample	NOUN
cana-2645	139	10	,	,	PUNCT
cana-2645	139	11	with	with	ADP
cana-2645	139	12	a	a	DET
cana-2645	139	13	broad	broad	ADJ
cana-2645	139	14	range	range	NOUN
cana-2645	139	15	of	of	ADP
cana-2645	139	16	occupations	occupation	NOUN
cana-2645	139	17	represented	represent	VERB
cana-2645	139	18	.	.	PUNCT
cana-2645	140	1	several	several	ADJ
cana-2645	140	2	demographic	demographic	ADJ
cana-2645	140	3	groups	group	NOUN
cana-2645	140	4	in	in	ADP
cana-2645	140	5	the	the	DET
cana-2645	140	6	sample	sample	NOUN
cana-2645	140	7	show	show	VERB
cana-2645	140	8	a	a	DET
cana-2645	140	9	high	high	ADJ
cana-2645	140	10	degree	degree	NOUN
cana-2645	140	11	of	of	ADP
cana-2645	140	12	diversity	diversity	NOUN
cana-2645	140	13	,	,	PUNCT
cana-2645	140	14	including	include	VERB
cana-2645	140	15	a	a	DET
cana-2645	140	16	younger	young	ADJ
cana-2645	140	17	age	age	NOUN
cana-2645	140	18	group	group	NOUN
cana-2645	140	19	and	and	CCONJ
cana-2645	140	20	a	a	DET
cana-2645	140	21	single	single	ADJ
cana-2645	140	22	marital	marital	ADJ
cana-2645	140	23	status	status	NOUN
cana-2645	140	24	that	that	PRON
cana-2645	140	25	is	be	AUX
cana-2645	140	26	more	more	ADV
cana-2645	140	27	prevalent	prevalent	ADJ
cana-2645	140	28	.	.	PUNCT
cana-2645	141	1	hypothesis	hypothesis	NOUN
cana-2645	141	2	testing	testing	NOUN
cana-2645	141	3	hypothesis	hypothesis	NOUN
cana-2645	141	4	1	1	NUM
cana-2645	141	5	to	to	PART
cana-2645	141	6	study	study	VERB
cana-2645	141	7	the	the	DET
cana-2645	141	8	effect	effect	NOUN
cana-2645	141	9	of	of	ADP
cana-2645	141	10	click	click	VERB
cana-2645	141	11	-	-	PUNCT
cana-2645	141	12	through	through	ADP
cana-2645	141	13	rates	rate	NOUN
cana-2645	141	14	,	,	PUNCT
cana-2645	141	15	likes	like	NOUN
cana-2645	141	16	,	,	PUNCT
cana-2645	141	17	comments	comment	NOUN
cana-2645	141	18	,	,	PUNCT
cana-2645	141	19	shares	share	NOUN
cana-2645	141	20	,	,	PUNCT
cana-2645	141	21	and	and	CCONJ
cana-2645	141	22	algorithm	algorithm	NOUN
cana-2645	141	23	-	-	PUNCT
cana-2645	141	24	generated	generate	VERB
cana-2645	141	25	engagement	engagement	NOUN
cana-2645	141	26	metrics	metric	NOUN
cana-2645	141	27	on	on	ADP
cana-2645	141	28	consumer	consumer	NOUN
cana-2645	141	29	purchasing	purchasing	NOUN
cana-2645	141	30	behaviour	behaviour	NOUN
cana-2645	141	31	.	.	PUNCT
cana-2645	142	1	table	table	NOUN
cana-2645	142	2	4	4	NUM
cana-2645	142	3	regression	regression	NOUN
cana-2645	142	4	model	model	NOUN
cana-2645	142	5	summary	summary	NOUN
cana-2645	142	6	(	(	PUNCT
cana-2645	142	7	h1	h1	NOUN
cana-2645	142	8	)	)	PUNCT
cana-2645	142	9	table	table	NOUN
cana-2645	142	10	5	5	NUM
cana-2645	142	11	anova	anova	X
cana-2645	142	12	(	(	PUNCT
cana-2645	142	13	h1	h1	PROPN
cana-2645	142	14	)	)	PUNCT
cana-2645	142	15	the	the	DET
cana-2645	142	16	regression	regression	NOUN
cana-2645	142	17	analysis	analysis	NOUN
cana-2645	142	18	aimed	aim	VERB
cana-2645	142	19	to	to	PART
cana-2645	142	20	explore	explore	VERB
cana-2645	142	21	the	the	DET
cana-2645	142	22	effect	effect	NOUN
cana-2645	142	23	of	of	ADP
cana-2645	142	24	various	various	ADJ
cana-2645	142	25	online	online	ADJ
cana-2645	142	26	engagement	engagement	NOUN
cana-2645	142	27	metrics	metric	NOUN
cana-2645	142	28	on	on	ADP
cana-2645	142	29	consumer	consumer	NOUN
cana-2645	142	30	purchasing	purchasing	NOUN
cana-2645	142	31	behaviour	behaviour	NOUN
cana-2645	142	32	.	.	PUNCT
cana-2645	143	1	with	with	ADP
cana-2645	143	2	an	an	DET
cana-2645	143	3	r	r	NOUN
cana-2645	143	4	value	value	NOUN
cana-2645	143	5	of	of	ADP
cana-2645	143	6	0.336	0.336	NUM
cana-2645	143	7	,	,	PUNCT
cana-2645	143	8	the	the	DET
cana-2645	143	9	model	model	NOUN
cana-2645	143	10	indicates	indicate	VERB
cana-2645	143	11	a	a	DET
cana-2645	143	12	moderate	moderate	ADJ
cana-2645	143	13	positive	positive	ADJ
cana-2645	143	14	relationship	relationship	NOUN
cana-2645	143	15	between	between	ADP
cana-2645	143	16	the	the	DET
cana-2645	143	17	engagement	engagement	NOUN
cana-2645	143	18	metrics	metric	NOUN
cana-2645	143	19	and	and	CCONJ
cana-2645	143	20	purchasing	purchasing	NOUN
cana-2645	143	21	behaviour	behaviour	NOUN
cana-2645	143	22	.	.	PUNCT
cana-2645	144	1	the	the	DET
cana-2645	144	2	r	r	NOUN
cana-2645	144	3	square	square	ADJ
cana-2645	144	4	value	value	NOUN
cana-2645	144	5	of	of	ADP
cana-2645	144	6	0.113	0.113	NUM
cana-2645	144	7	suggests	suggest	VERB
cana-2645	144	8	that	that	SCONJ
cana-2645	144	9	around	around	ADV
cana-2645	144	10	11.3	11.3	NUM
cana-2645	144	11	%	%	NOUN
cana-2645	144	12	of	of	ADP
cana-2645	144	13	the	the	DET
cana-2645	144	14	variance	variance	NOUN
cana-2645	144	15	in	in	ADP
cana-2645	144	16	purchasing	purchase	VERB
cana-2645	144	17	behaviour	behaviour	NOUN
cana-2645	144	18	is	be	AUX
cana-2645	144	19	explained	explain	VERB
cana-2645	144	20	by	by	ADP
cana-2645	144	21	the	the	DET
cana-2645	144	22	metrics	metric	NOUN
cana-2645	144	23	included	include	VERB
cana-2645	144	24	in	in	ADP
cana-2645	144	25	the	the	DET
cana-2645	144	26	model	model	NOUN
cana-2645	144	27	,	,	PUNCT
cana-2645	144	28	such	such	ADJ
cana-2645	144	29	as	as	ADP
cana-2645	144	30	click	click	NOUN
cana-2645	144	31	-	-	PUNCT
cana-2645	144	32	through	through	ADP
cana-2645	144	33	rates	rate	NOUN
cana-2645	144	34	,	,	PUNCT
cana-2645	144	35	likes	like	NOUN
cana-2645	144	36	,	,	PUNCT
cana-2645	144	37	comments	comment	NOUN
cana-2645	144	38	,	,	PUNCT
cana-2645	144	39	shares	share	NOUN
cana-2645	144	40	,	,	PUNCT
cana-2645	144	41	and	and	CCONJ
cana-2645	144	42	algorithm	algorithm	NOUN
cana-2645	144	43	-	-	PUNCT
cana-2645	144	44	generated	generate	VERB
cana-2645	144	45	engagement	engagement	NOUN
cana-2645	144	46	.	.	PUNCT
cana-2645	145	1	the	the	DET
cana-2645	145	2	adjusted	adjust	VERB
cana-2645	145	3	r	r	NOUN
cana-2645	145	4	square	square	ADJ
cana-2645	145	5	value	value	NOUN
cana-2645	145	6	of	of	ADP
cana-2645	145	7	0.092	0.092	NUM
cana-2645	145	8	accounts	account	NOUN
cana-2645	145	9	for	for	ADP
cana-2645	145	10	the	the	DET
cana-2645	145	11	number	number	NOUN
cana-2645	145	12	of	of	ADP
cana-2645	145	13	predictors	predictor	NOUN
cana-2645	145	14	,	,	PUNCT
cana-2645	145	15	slightly	slightly	ADV
cana-2645	145	16	reducing	reduce	VERB
cana-2645	145	17	the	the	DET
cana-2645	145	18	percentage	percentage	NOUN
cana-2645	145	19	of	of	ADP
cana-2645	145	20	variance	variance	NOUN
cana-2645	145	21	explained	explain	VERB
cana-2645	145	22	,	,	PUNCT
cana-2645	145	23	which	which	PRON
cana-2645	145	24	implies	imply	VERB
cana-2645	145	25	other	other	ADJ
cana-2645	145	26	factors	factor	NOUN
cana-2645	145	27	not	not	PART
cana-2645	145	28	included	include	VERB
cana-2645	145	29	in	in	ADP
cana-2645	145	30	the	the	DET
cana-2645	145	31	model	model	NOUN
cana-2645	145	32	may	may	AUX
cana-2645	145	33	also	also	ADV
cana-2645	145	34	impact	impact	VERB
cana-2645	145	35	purchasing	purchasing	NOUN
cana-2645	145	36	behaviour	behaviour	NOUN
cana-2645	145	37	.	.	PUNCT
cana-2645	146	1	the	the	DET
cana-2645	146	2	standard	standard	ADJ
cana-2645	146	3	error	error	NOUN
cana-2645	146	4	of	of	ADP
cana-2645	146	5	estimate	estimate	NOUN
cana-2645	146	6	is	be	AUX
cana-2645	146	7	0.477	0.477	NUM
cana-2645	146	8	,	,	PUNCT
cana-2645	146	9	indicating	indicate	VERB
cana-2645	146	10	the	the	DET
cana-2645	146	11	average	average	ADJ
cana-2645	146	12	distance	distance	NOUN
cana-2645	146	13	that	that	SCONJ
cana-2645	146	14	the	the	DET
cana-2645	146	15	data	data	NOUN
cana-2645	146	16	points	point	NOUN
cana-2645	146	17	are	be	AUX
cana-2645	146	18	from	from	ADP
cana-2645	146	19	the	the	DET
cana-2645	146	20	fitted	fit	VERB
cana-2645	146	21	regression	regression	NOUN
cana-2645	146	22	line	line	NOUN
cana-2645	146	23	.	.	PUNCT
cana-2645	147	1	according	accord	VERB
cana-2645	147	2	to	to	ADP
cana-2645	147	3	the	the	DET
cana-2645	147	4	anova	anova	PROPN
cana-2645	147	5	table	table	NOUN
cana-2645	147	6	,	,	PUNCT
cana-2645	147	7	the	the	DET
cana-2645	147	8	model	model	NOUN
cana-2645	147	9	is	be	AUX
cana-2645	147	10	statistically	statistically	ADV
cana-2645	147	11	significant	significant	ADJ
cana-2645	147	12	(	(	PUNCT
cana-2645	147	13	f	f	NOUN
cana-2645	147	14	=	=	NOUN
cana-2645	147	15	communications	communication	NOUN
cana-2645	147	16	on	on	ADP
cana-2645	147	17	applied	apply	VERB
cana-2645	147	18	nonlinear	nonlinear	ADJ
cana-2645	147	19	analysis	analysis	NOUN
cana-2645	147	20	issn	issn	NOUN
cana-2645	147	21	:	:	PUNCT
cana-2645	147	22	1074	1074	NUM
cana-2645	147	23	-	-	PUNCT
cana-2645	147	24	133x	133x	NUM
cana-2645	147	25	vol	vol	NOUN
cana-2645	147	26	32	32	NUM
cana-2645	147	27	no	no	NOUN
cana-2645	147	28	.	.	PUNCT
cana-2645	148	1	3s	3s	NUM
cana-2645	148	2	(	(	PUNCT
cana-2645	148	3	2025	2025	NUM
cana-2645	148	4	)	)	PUNCT
cana-2645	148	5	322	322	NUM
cana-2645	148	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	148	7	5.544	5.544	NUM
cana-2645	148	8	,	,	PUNCT
cana-2645	148	9	p	p	X
cana-2645	148	10	<	<	X
cana-2645	148	11	.001	.001	NUM
cana-2645	148	12	)	)	PUNCT
cana-2645	148	13	,	,	PUNCT
cana-2645	148	14	affirming	affirm	VERB
cana-2645	148	15	the	the	DET
cana-2645	148	16	predictors	predictor	NOUN
cana-2645	148	17	do	do	AUX
cana-2645	148	18	have	have	VERB
cana-2645	148	19	a	a	DET
cana-2645	148	20	significant	significant	ADJ
cana-2645	148	21	effect	effect	NOUN
cana-2645	148	22	on	on	ADP
cana-2645	148	23	purchasing	purchasing	NOUN
cana-2645	148	24	decisions	decision	NOUN
cana-2645	148	25	,	,	PUNCT
cana-2645	148	26	and	and	CCONJ
cana-2645	148	27	the	the	DET
cana-2645	148	28	likelihood	likelihood	NOUN
cana-2645	148	29	of	of	ADP
cana-2645	148	30	the	the	DET
cana-2645	148	31	observed	observe	VERB
cana-2645	148	32	relationship	relationship	NOUN
cana-2645	148	33	being	be	AUX
cana-2645	148	34	due	due	ADJ
cana-2645	148	35	to	to	ADP
cana-2645	148	36	chance	chance	NOUN
cana-2645	148	37	is	be	AUX
cana-2645	148	38	very	very	ADV
cana-2645	148	39	low	low	ADJ
cana-2645	148	40	.	.	PUNCT
cana-2645	149	1	hypothesis	hypothesis	NOUN
cana-2645	149	2	2	2	NUM
cana-2645	149	3	to	to	PART
cana-2645	149	4	understand	understand	VERB
cana-2645	149	5	the	the	DET
cana-2645	149	6	influence	influence	NOUN
cana-2645	149	7	of	of	ADP
cana-2645	149	8	the	the	DET
cana-2645	149	9	interaction	interaction	NOUN
cana-2645	149	10	between	between	ADP
cana-2645	149	11	social	social	ADJ
cana-2645	149	12	media	medium	NOUN
cana-2645	149	13	algorithms	algorithm	NOUN
cana-2645	149	14	and	and	CCONJ
cana-2645	149	15	consumer	consumer	NOUN
cana-2645	149	16	behaviour	behaviour	NOUN
cana-2645	149	17	on	on	ADP
cana-2645	149	18	purchasing	purchase	VERB
cana-2645	149	19	decisions	decision	NOUN
cana-2645	149	20	.	.	PUNCT
cana-2645	150	1	table	table	NOUN
cana-2645	150	2	6	6	NUM
cana-2645	150	3	regression	regression	NOUN
cana-2645	150	4	model	model	NOUN
cana-2645	150	5	summary	summary	NOUN
cana-2645	150	6	(	(	PUNCT
cana-2645	150	7	h2	h2	NOUN
cana-2645	150	8	)	)	PUNCT
cana-2645	150	9	table	table	NOUN
cana-2645	150	10	7	7	NUM
cana-2645	150	11	anova	anova	X
cana-2645	150	12	(	(	PUNCT
cana-2645	150	13	h2	h2	PROPN
cana-2645	150	14	)	)	PUNCT
cana-2645	150	15	the	the	DET
cana-2645	150	16	regression	regression	NOUN
cana-2645	150	17	analysis	analysis	NOUN
cana-2645	150	18	aimed	aim	VERB
cana-2645	150	19	to	to	PART
cana-2645	150	20	explore	explore	VERB
cana-2645	150	21	the	the	DET
cana-2645	150	22	effect	effect	NOUN
cana-2645	150	23	between	between	ADP
cana-2645	150	24	social	social	ADJ
cana-2645	150	25	media	medium	NOUN
cana-2645	150	26	algorithms	algorithm	NOUN
cana-2645	150	27	and	and	CCONJ
cana-2645	150	28	consumer	consumer	NOUN
cana-2645	150	29	behaviour	behaviour	NOUN
cana-2645	150	30	on	on	ADP
cana-2645	150	31	purchasing	purchasing	NOUN
cana-2645	150	32	decisions	decision	NOUN
cana-2645	150	33	.	.	PUNCT
cana-2645	151	1	an	an	DET
cana-2645	151	2	r	r	NOUN
cana-2645	151	3	value	value	NOUN
cana-2645	151	4	of	of	ADP
cana-2645	151	5	0.299	0.299	NUM
cana-2645	151	6	indicates	indicate	VERB
cana-2645	151	7	a	a	DET
cana-2645	151	8	weak	weak	ADJ
cana-2645	151	9	positive	positive	ADJ
cana-2645	151	10	correlation	correlation	NOUN
cana-2645	151	11	between	between	ADP
cana-2645	151	12	the	the	DET
cana-2645	151	13	predictors	predictor	NOUN
cana-2645	151	14	and	and	CCONJ
cana-2645	151	15	the	the	DET
cana-2645	151	16	purchasing	purchasing	NOUN
cana-2645	151	17	decisions	decision	NOUN
cana-2645	151	18	.	.	PUNCT
cana-2645	152	1	the	the	DET
cana-2645	152	2	r	r	NOUN
cana-2645	152	3	square	square	ADJ
cana-2645	152	4	value	value	NOUN
cana-2645	152	5	of	of	ADP
cana-2645	152	6	0.089	0.089	NUM
cana-2645	152	7	suggests	suggest	VERB
cana-2645	152	8	that	that	SCONJ
cana-2645	152	9	only	only	ADV
cana-2645	152	10	about	about	ADV
cana-2645	152	11	8.9	8.9	NUM
cana-2645	152	12	%	%	NOUN
cana-2645	152	13	of	of	ADP
cana-2645	152	14	the	the	DET
cana-2645	152	15	variability	variability	NOUN
cana-2645	152	16	in	in	ADP
cana-2645	152	17	purchasing	purchase	VERB
cana-2645	152	18	decisions	decision	NOUN
cana-2645	152	19	can	can	AUX
cana-2645	152	20	be	be	AUX
cana-2645	152	21	accounted	account	VERB
cana-2645	152	22	for	for	ADP
cana-2645	152	23	by	by	ADP
cana-2645	152	24	the	the	DET
cana-2645	152	25	factors	factor	NOUN
cana-2645	152	26	in	in	ADP
cana-2645	152	27	the	the	DET
cana-2645	152	28	model	model	NOUN
cana-2645	152	29	,	,	PUNCT
cana-2645	152	30	which	which	PRON
cana-2645	152	31	include	include	VERB
cana-2645	152	32	unplanned	unplanned	ADJ
cana-2645	152	33	purchases	purchase	NOUN
cana-2645	152	34	,	,	PUNCT
cana-2645	152	35	the	the	DET
cana-2645	152	36	influence	influence	NOUN
cana-2645	152	37	of	of	ADP
cana-2645	152	38	personalised	personalised	ADJ
cana-2645	152	39	ads	ad	NOUN
cana-2645	152	40	,	,	PUNCT
cana-2645	152	41	and	and	CCONJ
cana-2645	152	42	trust	trust	NOUN
cana-2645	152	43	in	in	ADP
cana-2645	152	44	friends	friend	NOUN
cana-2645	152	45	and	and	CCONJ
cana-2645	152	46	family	family	NOUN
cana-2645	152	47	.	.	PUNCT
cana-2645	153	1	the	the	DET
cana-2645	153	2	adjusted	adjusted	ADJ
cana-2645	153	3	r	r	NOUN
cana-2645	153	4	square	square	NOUN
cana-2645	153	5	,	,	PUNCT
cana-2645	153	6	at	at	ADP
cana-2645	153	7	0.077	0.077	NUM
cana-2645	153	8	,	,	PUNCT
cana-2645	153	9	provides	provide	VERB
cana-2645	153	10	a	a	DET
cana-2645	153	11	slightly	slightly	ADV
cana-2645	153	12	lower	low	ADJ
cana-2645	153	13	estimate	estimate	NOUN
cana-2645	153	14	that	that	PRON
cana-2645	153	15	adjusts	adjust	VERB
cana-2645	153	16	for	for	ADP
cana-2645	153	17	the	the	DET
cana-2645	153	18	number	number	NOUN
cana-2645	153	19	of	of	ADP
cana-2645	153	20	predictors	predictor	NOUN
cana-2645	153	21	,	,	PUNCT
cana-2645	153	22	implying	imply	VERB
cana-2645	153	23	that	that	SCONJ
cana-2645	153	24	the	the	DET
cana-2645	153	25	model	model	NOUN
cana-2645	153	26	’s	’s	PART
cana-2645	153	27	explanatory	explanatory	ADJ
cana-2645	153	28	power	power	NOUN
cana-2645	153	29	is	be	AUX
cana-2645	153	30	modest	modest	ADJ
cana-2645	153	31	.	.	PUNCT
cana-2645	154	1	the	the	DET
cana-2645	154	2	standard	standard	ADJ
cana-2645	154	3	error	error	NOUN
cana-2645	154	4	of	of	ADP
cana-2645	154	5	the	the	DET
cana-2645	154	6	estimate	estimate	NOUN
cana-2645	154	7	is	be	AUX
cana-2645	154	8	0.481	0.481	NUM
cana-2645	154	9	,	,	PUNCT
cana-2645	154	10	reflecting	reflect	VERB
cana-2645	154	11	the	the	DET
cana-2645	154	12	average	average	ADJ
cana-2645	154	13	distance	distance	NOUN
cana-2645	154	14	between	between	ADP
cana-2645	154	15	the	the	DET
cana-2645	154	16	observed	observe	VERB
cana-2645	154	17	data	data	NOUN
cana-2645	154	18	points	point	NOUN
cana-2645	154	19	and	and	CCONJ
cana-2645	154	20	the	the	DET
cana-2645	154	21	model	model	NOUN
cana-2645	154	22	's	's	PART
cana-2645	154	23	predicted	predict	VERB
cana-2645	154	24	values	value	NOUN
cana-2645	154	25	.	.	PUNCT
cana-2645	155	1	the	the	DET
cana-2645	155	2	anova	anova	PROPN
cana-2645	155	3	results	result	NOUN
cana-2645	155	4	show	show	VERB
cana-2645	155	5	a	a	DET
cana-2645	155	6	statistically	statistically	ADV
cana-2645	155	7	significant	significant	ADJ
cana-2645	155	8	model	model	NOUN
cana-2645	155	9	with	with	ADP
cana-2645	155	10	an	an	DET
cana-2645	155	11	f	f	NOUN
cana-2645	155	12	value	value	NOUN
cana-2645	155	13	of	of	ADP
cana-2645	155	14	7.188	7.188	NUM
cana-2645	155	15	and	and	CCONJ
cana-2645	155	16	a	a	DET
cana-2645	155	17	p	p	NOUN
cana-2645	155	18	-	-	PUNCT
cana-2645	155	19	value	value	NOUN
cana-2645	155	20	of	of	ADP
cana-2645	155	21	less	less	ADJ
cana-2645	155	22	than	than	ADP
cana-2645	155	23	0.001	0.001	NUM
cana-2645	155	24	,	,	PUNCT
cana-2645	155	25	suggesting	suggest	VERB
cana-2645	155	26	that	that	SCONJ
cana-2645	155	27	the	the	DET
cana-2645	155	28	relationship	relationship	NOUN
cana-2645	155	29	observed	observe	VERB
cana-2645	155	30	is	be	AUX
cana-2645	155	31	unlikely	unlikely	ADJ
cana-2645	155	32	to	to	PART
cana-2645	155	33	be	be	AUX
cana-2645	155	34	due	due	ADJ
cana-2645	155	35	to	to	ADP
cana-2645	155	36	random	random	ADJ
cana-2645	155	37	chance	chance	NOUN
cana-2645	155	38	hypothesis	hypothesis	NOUN
cana-2645	155	39	3	3	NUM
cana-2645	155	40	to	to	PART
cana-2645	155	41	investigate	investigate	VERB
cana-2645	155	42	the	the	DET
cana-2645	155	43	influence	influence	NOUN
cana-2645	155	44	of	of	ADP
cana-2645	155	45	social	social	ADJ
cana-2645	155	46	media	medium	NOUN
cana-2645	155	47	algorithms	algorithm	NOUN
cana-2645	155	48	on	on	ADP
cana-2645	155	49	content	content	NOUN
cana-2645	155	50	visibility	visibility	NOUN
cana-2645	155	51	across	across	ADP
cana-2645	155	52	multiple	multiple	ADJ
cana-2645	155	53	platforms	platform	NOUN
cana-2645	155	54	on	on	ADP
cana-2645	155	55	consumer	consumer	NOUN
cana-2645	155	56	purchasing	purchasing	NOUN
cana-2645	155	57	behaviour	behaviour	NOUN
cana-2645	155	58	.	.	PUNCT
cana-2645	156	1	communications	communication	NOUN
cana-2645	156	2	on	on	ADP
cana-2645	156	3	applied	apply	VERB
cana-2645	156	4	nonlinear	nonlinear	ADJ
cana-2645	156	5	analysis	analysis	NOUN
cana-2645	156	6	issn	issn	NOUN
cana-2645	156	7	:	:	PUNCT
cana-2645	156	8	1074	1074	NUM
cana-2645	156	9	-	-	PUNCT
cana-2645	156	10	133x	133x	NUM
cana-2645	156	11	vol	vol	NOUN
cana-2645	156	12	32	32	NUM
cana-2645	156	13	no	no	NOUN
cana-2645	156	14	.	.	PUNCT
cana-2645	157	1	3s	3s	NUM
cana-2645	157	2	(	(	PUNCT
cana-2645	157	3	2025	2025	NUM
cana-2645	157	4	)	)	PUNCT
cana-2645	157	5	323	323	NUM
cana-2645	157	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	157	7	table	table	NOUN
cana-2645	157	8	8	8	NUM
cana-2645	157	9	correlations	correlation	NOUN
cana-2645	157	10	(	(	PUNCT
cana-2645	157	11	h3	h3	NOUN
cana-2645	157	12	)	)	PUNCT
cana-2645	157	13	the	the	DET
cana-2645	157	14	correlation	correlation	NOUN
cana-2645	157	15	table	table	NOUN
cana-2645	157	16	presents	present	VERB
cana-2645	157	17	the	the	DET
cana-2645	157	18	spearman	spearman	NOUN
cana-2645	157	19	's	's	PART
cana-2645	157	20	rho	rho	ADJ
cana-2645	157	21	correlation	correlation	NOUN
cana-2645	157	22	coefficients	coefficient	NOUN
cana-2645	157	23	to	to	PART
cana-2645	157	24	investigate	investigate	VERB
cana-2645	157	25	the	the	DET
cana-2645	157	26	relationships	relationship	NOUN
cana-2645	157	27	between	between	ADP
cana-2645	157	28	various	various	ADJ
cana-2645	157	29	factors	factor	NOUN
cana-2645	157	30	related	relate	VERB
cana-2645	157	31	to	to	ADP
cana-2645	157	32	social	social	ADJ
cana-2645	157	33	media	medium	NOUN
cana-2645	157	34	algorithms	algorithm	NOUN
cana-2645	157	35	and	and	CCONJ
cana-2645	157	36	content	content	NOUN
cana-2645	157	37	visibility	visibility	NOUN
cana-2645	157	38	,	,	PUNCT
cana-2645	157	39	and	and	CCONJ
cana-2645	157	40	their	their	PRON
cana-2645	157	41	influence	influence	NOUN
cana-2645	157	42	on	on	ADP
cana-2645	157	43	consumer	consumer	NOUN
cana-2645	157	44	purchasing	purchasing	NOUN
cana-2645	157	45	behaviour	behaviour	NOUN
cana-2645	157	46	.	.	PUNCT
cana-2645	158	1	the	the	DET
cana-2645	158	2	table	table	NOUN
cana-2645	158	3	indicates	indicate	VERB
cana-2645	158	4	strong	strong	ADJ
cana-2645	158	5	positive	positive	ADJ
cana-2645	158	6	correlations	correlation	NOUN
cana-2645	158	7	between	between	ADP
cana-2645	158	8	algorithm	algorithm	NOUN
cana-2645	158	9	influence	influence	NOUN
cana-2645	158	10	on	on	ADP
cana-2645	158	11	content	content	NOUN
cana-2645	158	12	and	and	CCONJ
cana-2645	158	13	engagement	engagement	NOUN
cana-2645	158	14	frequency	frequency	NOUN
cana-2645	158	15	(	(	PUNCT
cana-2645	158	16	ρ	ρ	PROPN
cana-2645	158	17	=	=	NOUN
cana-2645	158	18	0.523	0.523	NUM
cana-2645	158	19	,	,	PUNCT
cana-2645	158	20	p	p	X
cana-2645	158	21	<	<	X
cana-2645	158	22	.001	.001	NUM
cana-2645	158	23	)	)	PUNCT
cana-2645	158	24	,	,	PUNCT
cana-2645	158	25	content	content	NOUN
cana-2645	158	26	alignment	alignment	NOUN
cana-2645	158	27	(	(	PUNCT
cana-2645	158	28	ρ	ρ	NOUN
cana-2645	158	29	=	=	SYM
cana-2645	158	30	0.654	0.654	NUM
cana-2645	158	31	,	,	PUNCT
cana-2645	158	32	p	p	X
cana-2645	158	33	<	<	X
cana-2645	158	34	.001	.001	NUM
cana-2645	158	35	)	)	PUNCT
cana-2645	158	36	,	,	PUNCT
cana-2645	158	37	content	content	NOUN
cana-2645	158	38	diversity	diversity	NOUN
cana-2645	158	39	(	(	PUNCT
cana-2645	158	40	ρ	ρ	NOUN
cana-2645	158	41	=	=	SYM
cana-2645	158	42	0.344	0.344	NUM
cana-2645	158	43	,	,	PUNCT
cana-2645	158	44	p	p	X
cana-2645	158	45	<	<	X
cana-2645	158	46	.001	.001	NUM
cana-2645	158	47	)	)	PUNCT
cana-2645	158	48	,	,	PUNCT
cana-2645	158	49	sponsored	sponsor	VERB
cana-2645	158	50	content	content	NOUN
cana-2645	158	51	frequency	frequency	NOUN
cana-2645	158	52	(	(	PUNCT
cana-2645	158	53	ρ	ρ	NOUN
cana-2645	158	54	=	=	SYM
cana-2645	158	55	0.691	0.691	NUM
cana-2645	158	56	,	,	PUNCT
cana-2645	158	57	p	p	X
cana-2645	158	58	<	<	X
cana-2645	158	59	.001	.001	NUM
cana-2645	158	60	)	)	PUNCT
cana-2645	158	61	,	,	PUNCT
cana-2645	158	62	and	and	CCONJ
cana-2645	158	63	content	content	NOUN
cana-2645	158	64	changes	change	NOUN
cana-2645	158	65	(	(	PUNCT
cana-2645	158	66	ρ	ρ	NOUN
cana-2645	158	67	=	=	PUNCT
cana-2645	158	68	0.636	0.636	NUM
cana-2645	158	69	,	,	PUNCT
cana-2645	158	70	p	p	X
cana-2645	158	71	<	<	X
cana-2645	158	72	.001	.001	NUM
cana-2645	158	73	)	)	PUNCT
cana-2645	158	74	.	.	PUNCT
cana-2645	159	1	similarly	similarly	ADV
cana-2645	159	2	,	,	PUNCT
cana-2645	159	3	engagement	engagement	NOUN
cana-2645	159	4	frequency	frequency	NOUN
cana-2645	159	5	shows	show	VERB
cana-2645	159	6	strong	strong	ADJ
cana-2645	159	7	positive	positive	ADJ
cana-2645	159	8	correlations	correlation	NOUN
cana-2645	159	9	with	with	ADP
cana-2645	159	10	content	content	NOUN
cana-2645	159	11	alignment	alignment	NOUN
cana-2645	159	12	(	(	PUNCT
cana-2645	159	13	ρ	ρ	NOUN
cana-2645	159	14	=	=	SYM
cana-2645	159	15	0.610	0.610	NUM
cana-2645	159	16	)	)	PUNCT
cana-2645	159	17	,	,	PUNCT
cana-2645	159	18	sponsored	sponsor	VERB
cana-2645	159	19	content	content	NOUN
cana-2645	159	20	frequency	frequency	NOUN
cana-2645	159	21	(	(	PUNCT
cana-2645	159	22	ρ	ρ	PROPN
cana-2645	159	23	=	=	PROPN
cana-2645	159	24	0.555	0.555	NUM
cana-2645	159	25	)	)	PUNCT
cana-2645	159	26	,	,	PUNCT
cana-2645	159	27	and	and	CCONJ
cana-2645	159	28	content	content	NOUN
cana-2645	159	29	changes	change	NOUN
cana-2645	159	30	(	(	PUNCT
cana-2645	159	31	ρ	ρ	NOUN
cana-2645	159	32	=	=	NOUN
cana-2645	159	33	0.535	0.535	NUM
cana-2645	159	34	)	)	PUNCT
cana-2645	159	35	,	,	PUNCT
cana-2645	159	36	all	all	PRON
cana-2645	159	37	significant	significant	ADJ
cana-2645	159	38	at	at	ADP
cana-2645	159	39	p	p	NOUN
cana-2645	159	40	<	<	X
cana-2645	159	41	.001	.001	NUM
cana-2645	159	42	.	.	PUNCT
cana-2645	160	1	these	these	DET
cana-2645	160	2	results	result	NOUN
cana-2645	160	3	suggest	suggest	VERB
cana-2645	160	4	that	that	SCONJ
cana-2645	160	5	as	as	ADP
cana-2645	160	6	the	the	DET
cana-2645	160	7	alignment	alignment	NOUN
cana-2645	160	8	,	,	PUNCT
cana-2645	160	9	diversity	diversity	NOUN
cana-2645	160	10	,	,	PUNCT
cana-2645	160	11	and	and	CCONJ
cana-2645	160	12	changes	change	NOUN
cana-2645	160	13	in	in	ADP
cana-2645	160	14	content	content	NOUN
cana-2645	160	15	increase	increase	NOUN
cana-2645	160	16	,	,	PUNCT
cana-2645	160	17	so	so	ADV
cana-2645	160	18	does	do	VERB
cana-2645	160	19	the	the	DET
cana-2645	160	20	frequency	frequency	NOUN
cana-2645	160	21	of	of	ADP
cana-2645	160	22	engagement	engagement	NOUN
cana-2645	160	23	,	,	PUNCT
cana-2645	160	24	which	which	PRON
cana-2645	160	25	is	be	AUX
cana-2645	160	26	likely	likely	ADV
cana-2645	160	27	influenced	influence	VERB
cana-2645	160	28	by	by	ADP
cana-2645	160	29	the	the	DET
cana-2645	160	30	algorithm	algorithm	NOUN
cana-2645	160	31	.	.	PUNCT
cana-2645	161	1	moreover	moreover	ADV
cana-2645	161	2	,	,	PUNCT
cana-2645	161	3	the	the	DET
cana-2645	161	4	high	high	ADJ
cana-2645	161	5	correlation	correlation	NOUN
cana-2645	161	6	between	between	ADP
cana-2645	161	7	sponsored	sponsor	VERB
cana-2645	161	8	content	content	NOUN
cana-2645	161	9	frequency	frequency	NOUN
cana-2645	161	10	and	and	CCONJ
cana-2645	161	11	algorithm	algorithm	NOUN
cana-2645	161	12	influence	influence	NOUN
cana-2645	161	13	suggests	suggest	VERB
cana-2645	161	14	that	that	SCONJ
cana-2645	161	15	algorithms	algorithm	NOUN
cana-2645	161	16	significantly	significantly	ADV
cana-2645	161	17	affect	affect	VERB
cana-2645	161	18	the	the	DET
cana-2645	161	19	visibility	visibility	NOUN
cana-2645	161	20	of	of	ADP
cana-2645	161	21	sponsored	sponsor	VERB
cana-2645	161	22	.	.	PUNCT
cana-2645	162	1	hypothesis	hypothesis	NOUN
cana-2645	162	2	4	4	NUM
cana-2645	162	3	to	to	PART
cana-2645	162	4	examine	examine	VERB
cana-2645	162	5	the	the	DET
cana-2645	162	6	role	role	NOUN
cana-2645	162	7	of	of	ADP
cana-2645	162	8	user	user	NOUN
cana-2645	162	9	-	-	PUNCT
cana-2645	162	10	generated	generate	VERB
cana-2645	162	11	content	content	NOUN
cana-2645	162	12	and	and	CCONJ
cana-2645	162	13	reviews	review	NOUN
cana-2645	162	14	in	in	ADP
cana-2645	162	15	influencing	influence	VERB
cana-2645	162	16	consumer	consumer	NOUN
cana-2645	162	17	purchasing	purchasing	NOUN
cana-2645	162	18	behaviour	behaviour	NOUN
cana-2645	162	19	on	on	ADP
cana-2645	162	20	social	social	ADJ
cana-2645	162	21	media	medium	NOUN
cana-2645	162	22	platforms	platform	NOUN
cana-2645	162	23	.	.	PUNCT
cana-2645	163	1	table	table	NOUN
cana-2645	163	2	9	9	NUM
cana-2645	163	3	regression	regression	NOUN
cana-2645	163	4	model	model	NOUN
cana-2645	163	5	summary	summary	NOUN
cana-2645	163	6	(	(	PUNCT
cana-2645	163	7	h4	h4	NOUN
cana-2645	163	8	)	)	PUNCT
cana-2645	163	9	table	table	NOUN
cana-2645	163	10	10	10	NUM
cana-2645	163	11	anova	anova	X
cana-2645	163	12	(	(	PUNCT
cana-2645	163	13	h4	h4	PROPN
cana-2645	163	14	)	)	PUNCT
cana-2645	163	15	communications	communication	NOUN
cana-2645	163	16	on	on	ADP
cana-2645	163	17	applied	apply	VERB
cana-2645	163	18	nonlinear	nonlinear	ADJ
cana-2645	163	19	analysis	analysis	NOUN
cana-2645	163	20	issn	issn	NOUN
cana-2645	163	21	:	:	PUNCT
cana-2645	163	22	1074	1074	NUM
cana-2645	163	23	-	-	PUNCT
cana-2645	163	24	133x	133x	NUM
cana-2645	163	25	vol	vol	NOUN
cana-2645	163	26	32	32	NUM
cana-2645	163	27	no	no	NOUN
cana-2645	163	28	.	.	PUNCT
cana-2645	164	1	3s	3s	NUM
cana-2645	164	2	(	(	PUNCT
cana-2645	164	3	2025	2025	NUM
cana-2645	164	4	)	)	PUNCT
cana-2645	164	5	324	324	NUM
cana-2645	164	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	164	7	the	the	DET
cana-2645	164	8	linear	linear	ADJ
cana-2645	164	9	regression	regression	NOUN
cana-2645	164	10	analysis	analysis	NOUN
cana-2645	164	11	investigated	investigate	VERB
cana-2645	164	12	the	the	DET
cana-2645	164	13	influence	influence	NOUN
cana-2645	164	14	of	of	ADP
cana-2645	164	15	user	user	NOUN
cana-2645	164	16	-	-	PUNCT
cana-2645	164	17	generated	generate	VERB
cana-2645	164	18	content	content	NOUN
cana-2645	164	19	and	and	CCONJ
cana-2645	164	20	reviews	review	NOUN
cana-2645	164	21	on	on	ADP
cana-2645	164	22	consumer	consumer	NOUN
cana-2645	164	23	purchasing	purchasing	NOUN
cana-2645	164	24	behaviour	behaviour	NOUN
cana-2645	164	25	on	on	ADP
cana-2645	164	26	social	social	ADJ
cana-2645	164	27	media	medium	NOUN
cana-2645	164	28	platforms	platform	NOUN
cana-2645	164	29	.	.	PUNCT
cana-2645	165	1	the	the	DET
cana-2645	165	2	analysis	analysis	NOUN
cana-2645	165	3	yielded	yield	VERB
cana-2645	165	4	an	an	DET
cana-2645	165	5	r	r	NOUN
cana-2645	165	6	value	value	NOUN
cana-2645	165	7	of	of	ADP
cana-2645	165	8	0.572	0.572	NUM
cana-2645	165	9	,	,	PUNCT
cana-2645	165	10	indicating	indicate	VERB
cana-2645	165	11	a	a	DET
cana-2645	165	12	moderate	moderate	ADJ
cana-2645	165	13	to	to	ADP
cana-2645	165	14	strong	strong	ADJ
cana-2645	165	15	positive	positive	ADJ
cana-2645	165	16	correlation	correlation	NOUN
cana-2645	165	17	between	between	ADP
cana-2645	165	18	the	the	DET
cana-2645	165	19	independent	independent	ADJ
cana-2645	165	20	variables	variable	NOUN
cana-2645	165	21	and	and	CCONJ
cana-2645	165	22	the	the	DET
cana-2645	165	23	dependent	dependent	ADJ
cana-2645	165	24	variable	variable	NOUN
cana-2645	165	25	,	,	PUNCT
cana-2645	165	26	purchasing	purchasing	NOUN
cana-2645	165	27	decisions	decision	NOUN
cana-2645	165	28	.	.	PUNCT
cana-2645	166	1	the	the	DET
cana-2645	166	2	r	r	NOUN
cana-2645	166	3	square	square	ADJ
cana-2645	166	4	value	value	NOUN
cana-2645	166	5	of	of	ADP
cana-2645	166	6	0.328	0.328	NUM
cana-2645	166	7	signifies	signifie	NOUN
cana-2645	166	8	that	that	SCONJ
cana-2645	166	9	approximately	approximately	ADV
cana-2645	166	10	32.8	32.8	NUM
cana-2645	166	11	%	%	NOUN
cana-2645	166	12	of	of	ADP
cana-2645	166	13	the	the	DET
cana-2645	166	14	variance	variance	NOUN
cana-2645	166	15	in	in	ADP
cana-2645	166	16	purchasing	purchase	VERB
cana-2645	166	17	behaviour	behaviour	NOUN
cana-2645	166	18	can	can	AUX
cana-2645	166	19	be	be	AUX
cana-2645	166	20	attributed	attribute	VERB
cana-2645	166	21	to	to	ADP
cana-2645	166	22	the	the	DET
cana-2645	166	23	model	model	NOUN
cana-2645	166	24	's	's	PART
cana-2645	166	25	predictors	predictor	NOUN
cana-2645	166	26	,	,	PUNCT
cana-2645	166	27	which	which	PRON
cana-2645	166	28	include	include	VERB
cana-2645	166	29	trust	trust	NOUN
cana-2645	166	30	in	in	ADP
cana-2645	166	31	user	user	NOUN
cana-2645	166	32	reviews	review	NOUN
cana-2645	166	33	,	,	PUNCT
cana-2645	166	34	following	follow	VERB
cana-2645	166	35	influencers	influencer	NOUN
cana-2645	166	36	,	,	PUNCT
cana-2645	166	37	content	content	NOUN
cana-2645	166	38	quality	quality	NOUN
cana-2645	166	39	importance	importance	NOUN
cana-2645	166	40	,	,	PUNCT
cana-2645	166	41	and	and	CCONJ
cana-2645	166	42	user	user	NOUN
cana-2645	166	43	-	-	PUNCT
cana-2645	166	44	generated	generate	VERB
cana-2645	166	45	influence	influence	NOUN
cana-2645	166	46	.	.	PUNCT
cana-2645	167	1	the	the	DET
cana-2645	167	2	adjusted	adjust	VERB
cana-2645	167	3	r	r	NOUN
cana-2645	167	4	square	square	NOUN
cana-2645	167	5	of	of	ADP
cana-2645	167	6	0.315	0.315	NUM
cana-2645	167	7	accounts	account	NOUN
cana-2645	167	8	for	for	ADP
cana-2645	167	9	the	the	DET
cana-2645	167	10	number	number	NOUN
cana-2645	167	11	of	of	ADP
cana-2645	167	12	predictors	predictor	NOUN
cana-2645	167	13	in	in	ADP
cana-2645	167	14	the	the	DET
cana-2645	167	15	model	model	NOUN
cana-2645	167	16	and	and	CCONJ
cana-2645	167	17	slightly	slightly	ADV
cana-2645	167	18	lowers	lower	VERB
cana-2645	167	19	the	the	DET
cana-2645	167	20	percentage	percentage	NOUN
cana-2645	167	21	of	of	ADP
cana-2645	167	22	explained	explain	VERB
cana-2645	167	23	variance	variance	NOUN
cana-2645	167	24	,	,	PUNCT
cana-2645	167	25	suggesting	suggest	VERB
cana-2645	167	26	a	a	DET
cana-2645	167	27	good	good	ADJ
cana-2645	167	28	fit	fit	NOUN
cana-2645	167	29	but	but	CCONJ
cana-2645	167	30	also	also	ADV
cana-2645	167	31	indicating	indicate	VERB
cana-2645	167	32	that	that	SCONJ
cana-2645	167	33	other	other	ADJ
cana-2645	167	34	factors	factor	NOUN
cana-2645	167	35	may	may	AUX
cana-2645	167	36	play	play	VERB
cana-2645	167	37	a	a	DET
cana-2645	167	38	role	role	NOUN
cana-2645	167	39	in	in	ADP
cana-2645	167	40	consumer	consumer	NOUN
cana-2645	167	41	behaviour	behaviour	NOUN
cana-2645	167	42	.	.	PUNCT
cana-2645	168	1	the	the	DET
cana-2645	168	2	standard	standard	ADJ
cana-2645	168	3	error	error	NOUN
cana-2645	168	4	of	of	ADP
cana-2645	168	5	the	the	DET
cana-2645	168	6	estimate	estimate	NOUN
cana-2645	168	7	is	be	AUX
cana-2645	168	8	0.414	0.414	NUM
cana-2645	168	9	,	,	PUNCT
cana-2645	168	10	denoting	denote	VERB
cana-2645	168	11	the	the	DET
cana-2645	168	12	average	average	ADJ
cana-2645	168	13	deviation	deviation	NOUN
cana-2645	168	14	of	of	ADP
cana-2645	168	15	the	the	DET
cana-2645	168	16	observed	observe	VERB
cana-2645	168	17	values	value	NOUN
cana-2645	168	18	from	from	ADP
cana-2645	168	19	the	the	DET
cana-2645	168	20	predicted	predict	VERB
cana-2645	168	21	ones	one	NOUN
cana-2645	168	22	.	.	PUNCT
cana-2645	169	1	the	the	DET
cana-2645	169	2	anova	anova	PROPN
cana-2645	169	3	results	result	NOUN
cana-2645	169	4	indicate	indicate	VERB
cana-2645	169	5	a	a	DET
cana-2645	169	6	significant	significant	ADJ
cana-2645	169	7	regression	regression	NOUN
cana-2645	169	8	model	model	NOUN
cana-2645	169	9	with	with	ADP
cana-2645	169	10	an	an	DET
cana-2645	169	11	f	f	PROPN
cana-2645	169	12	value	value	NOUN
cana-2645	169	13	of	of	ADP
cana-2645	169	14	26.677	26.677	NUM
cana-2645	169	15	and	and	CCONJ
cana-2645	169	16	a	a	DET
cana-2645	169	17	p	p	NOUN
cana-2645	169	18	-	-	PUNCT
cana-2645	169	19	value	value	NOUN
cana-2645	169	20	less	less	ADJ
cana-2645	169	21	than	than	ADP
cana-2645	169	22	0.001	0.001	NUM
cana-2645	169	23	,	,	PUNCT
cana-2645	169	24	confirming	confirm	VERB
cana-2645	169	25	that	that	SCONJ
cana-2645	169	26	the	the	DET
cana-2645	169	27	model	model	NOUN
cana-2645	169	28	's	's	PART
cana-2645	169	29	predictors	predictor	NOUN
cana-2645	169	30	have	have	VERB
cana-2645	169	31	a	a	DET
cana-2645	169	32	statistically	statistically	ADV
cana-2645	169	33	significant	significant	ADJ
cana-2645	169	34	effect	effect	NOUN
cana-2645	169	35	on	on	ADP
cana-2645	169	36	purchasing	purchase	VERB
cana-2645	169	37	decisions	decision	NOUN
cana-2645	169	38	.	.	PUNCT
cana-2645	170	1	findings	finding	VERB
cana-2645	170	2	the	the	DET
cana-2645	170	3	exploration	exploration	NOUN
cana-2645	170	4	of	of	ADP
cana-2645	170	5	demographic	demographic	ADJ
cana-2645	170	6	preferences	preference	NOUN
cana-2645	170	7	and	and	CCONJ
cana-2645	170	8	behaviors	behavior	NOUN
cana-2645	170	9	offers	offer	VERB
cana-2645	170	10	a	a	DET
cana-2645	170	11	detailed	detailed	ADJ
cana-2645	170	12	understanding	understanding	NOUN
cana-2645	170	13	of	of	ADP
cana-2645	170	14	how	how	SCONJ
cana-2645	170	15	various	various	ADJ
cana-2645	170	16	demographic	demographic	ADJ
cana-2645	170	17	factors	factor	NOUN
cana-2645	170	18	,	,	PUNCT
cana-2645	170	19	such	such	ADJ
cana-2645	170	20	as	as	ADP
cana-2645	170	21	age	age	NOUN
cana-2645	170	22	,	,	PUNCT
cana-2645	170	23	gender	gender	NOUN
cana-2645	170	24	,	,	PUNCT
cana-2645	170	25	and	and	CCONJ
cana-2645	170	26	socioeconomic	socioeconomic	ADJ
cana-2645	170	27	status	status	NOUN
cana-2645	170	28	,	,	PUNCT
cana-2645	170	29	interact	interact	VERB
cana-2645	170	30	with	with	ADP
cana-2645	170	31	social	social	ADJ
cana-2645	170	32	media	medium	NOUN
cana-2645	170	33	to	to	PART
cana-2645	170	34	shape	shape	VERB
cana-2645	170	35	consumer	consumer	NOUN
cana-2645	170	36	behavior	behavior	NOUN
cana-2645	170	37	.	.	PUNCT
cana-2645	171	1	notably	notably	ADV
cana-2645	171	2	,	,	PUNCT
cana-2645	171	3	younger	young	ADJ
cana-2645	171	4	individuals	individual	NOUN
cana-2645	171	5	,	,	PUNCT
cana-2645	171	6	particularly	particularly	ADV
cana-2645	171	7	those	those	PRON
cana-2645	171	8	aged	aged	ADJ
cana-2645	171	9	18	18	NUM
cana-2645	171	10	to	to	PART
cana-2645	171	11	34	34	NUM
cana-2645	171	12	,	,	PUNCT
cana-2645	171	13	exhibit	exhibit	VERB
cana-2645	171	14	significantly	significantly	ADV
cana-2645	171	15	higher	high	ADJ
cana-2645	171	16	engagement	engagement	NOUN
cana-2645	171	17	with	with	ADP
cana-2645	171	18	social	social	ADJ
cana-2645	171	19	media	medium	NOUN
cana-2645	171	20	platforms	platform	NOUN
cana-2645	171	21	,	,	PUNCT
cana-2645	171	22	utilizing	utilize	VERB
cana-2645	171	23	these	these	DET
cana-2645	171	24	channels	channel	NOUN
cana-2645	171	25	for	for	ADP
cana-2645	171	26	information	information	NOUN
cana-2645	171	27	gathering	gathering	NOUN
cana-2645	171	28	and	and	CCONJ
cana-2645	171	29	online	online	NOUN
cana-2645	171	30	shopping	shopping	NOUN
cana-2645	171	31	.	.	PUNCT
cana-2645	172	1	the	the	DET
cana-2645	172	2	research	research	NOUN
cana-2645	172	3	indicates	indicate	VERB
cana-2645	172	4	that	that	SCONJ
cana-2645	172	5	gender	gender	NOUN
cana-2645	172	6	influences	influence	VERB
cana-2645	172	7	preferences	preference	NOUN
cana-2645	172	8	in	in	ADP
cana-2645	172	9	product	product	NOUN
cana-2645	172	10	categories	category	NOUN
cana-2645	172	11	,	,	PUNCT
cana-2645	172	12	with	with	ADP
cana-2645	172	13	women	woman	NOUN
cana-2645	172	14	leaning	lean	VERB
cana-2645	172	15	more	more	ADJ
cana-2645	172	16	towards	towards	ADP
cana-2645	172	17	fashion	fashion	NOUN
cana-2645	172	18	and	and	CCONJ
cana-2645	172	19	beauty	beauty	NOUN
cana-2645	172	20	items	item	NOUN
cana-2645	172	21	,	,	PUNCT
cana-2645	172	22	while	while	SCONJ
cana-2645	172	23	men	man	NOUN
cana-2645	172	24	tend	tend	VERB
cana-2645	172	25	to	to	PART
cana-2645	172	26	favor	favor	VERB
cana-2645	172	27	electronics	electronic	NOUN
cana-2645	172	28	and	and	CCONJ
cana-2645	172	29	gadgets	gadget	NOUN
cana-2645	172	30	.	.	PUNCT
cana-2645	173	1	additionally	additionally	ADV
cana-2645	173	2	,	,	PUNCT
cana-2645	173	3	urban	urban	ADJ
cana-2645	173	4	residents	resident	NOUN
cana-2645	173	5	from	from	ADP
cana-2645	173	6	middle	middle	ADJ
cana-2645	173	7	-	-	PUNCT
cana-2645	173	8	income	income	NOUN
cana-2645	173	9	backgrounds	background	NOUN
cana-2645	173	10	are	be	AUX
cana-2645	173	11	identified	identify	VERB
cana-2645	173	12	as	as	ADP
cana-2645	173	13	the	the	DET
cana-2645	173	14	primary	primary	ADJ
cana-2645	173	15	demographic	demographic	ADJ
cana-2645	173	16	engaging	engaging	NOUN
cana-2645	173	17	with	with	ADP
cana-2645	173	18	social	social	ADJ
cana-2645	173	19	media	medium	NOUN
cana-2645	173	20	,	,	PUNCT
cana-2645	173	21	suggesting	suggest	VERB
cana-2645	173	22	that	that	SCONJ
cana-2645	173	23	marketers	marketer	NOUN
cana-2645	173	24	should	should	AUX
cana-2645	173	25	adopt	adopt	VERB
cana-2645	173	26	targeted	target	VERB
cana-2645	173	27	strategies	strategy	NOUN
cana-2645	173	28	to	to	PART
cana-2645	173	29	enhance	enhance	VERB
cana-2645	173	30	engagement	engagement	NOUN
cana-2645	173	31	and	and	CCONJ
cana-2645	173	32	drive	drive	VERB
cana-2645	173	33	sales	sale	NOUN
cana-2645	173	34	through	through	ADP
cana-2645	173	35	customized	customized	ADJ
cana-2645	173	36	content	content	NOUN
cana-2645	173	37	.	.	PUNCT
cana-2645	174	1	the	the	DET
cana-2645	174	2	study	study	NOUN
cana-2645	174	3	underscores	underscore	VERB
cana-2645	174	4	the	the	DET
cana-2645	174	5	essential	essential	ADJ
cana-2645	174	6	role	role	NOUN
cana-2645	174	7	of	of	ADP
cana-2645	174	8	engagement	engagement	NOUN
cana-2645	174	9	metrics	metric	NOUN
cana-2645	174	10	(	(	PUNCT
cana-2645	174	11	likes	like	NOUN
cana-2645	174	12	,	,	PUNCT
cana-2645	174	13	comments	comment	NOUN
cana-2645	174	14	,	,	PUNCT
cana-2645	174	15	shares	share	NOUN
cana-2645	174	16	)	)	PUNCT
cana-2645	174	17	in	in	ADP
cana-2645	174	18	influencing	influence	VERB
cana-2645	174	19	user	user	NOUN
cana-2645	174	20	perceptions	perception	NOUN
cana-2645	174	21	of	of	ADP
cana-2645	174	22	brands	brand	NOUN
cana-2645	174	23	and	and	CCONJ
cana-2645	174	24	products	product	NOUN
cana-2645	174	25	on	on	ADP
cana-2645	174	26	social	social	ADJ
cana-2645	174	27	media	medium	NOUN
cana-2645	174	28	.	.	PUNCT
cana-2645	175	1	higher	high	ADJ
cana-2645	175	2	engagement	engagement	NOUN
cana-2645	175	3	rates	rate	NOUN
cana-2645	175	4	correlate	correlate	VERB
cana-2645	175	5	with	with	ADP
cana-2645	175	6	increased	increase	VERB
cana-2645	175	7	visibility	visibility	NOUN
cana-2645	175	8	and	and	CCONJ
cana-2645	175	9	enhanced	enhance	VERB
cana-2645	175	10	brand	brand	PROPN
cana-2645	175	11	trust	trust	PROPN
cana-2645	175	12	,	,	PUNCT
cana-2645	175	13	directly	directly	ADV
cana-2645	175	14	affecting	affect	VERB
cana-2645	175	15	users	user	NOUN
cana-2645	175	16	’	'	PUNCT
cana-2645	175	17	purchasing	purchasing	NOUN
cana-2645	175	18	decisions	decision	NOUN
cana-2645	175	19	.	.	PUNCT
cana-2645	176	1	this	this	DET
cana-2645	176	2	correlation	correlation	NOUN
cana-2645	176	3	emphasizes	emphasize	VERB
cana-2645	176	4	the	the	DET
cana-2645	176	5	need	need	NOUN
cana-2645	176	6	for	for	SCONJ
cana-2645	176	7	brands	brand	NOUN
cana-2645	176	8	to	to	PART
cana-2645	176	9	create	create	VERB
cana-2645	176	10	engaging	engaging	ADJ
cana-2645	176	11	and	and	CCONJ
cana-2645	176	12	interactive	interactive	ADJ
cana-2645	176	13	content	content	NOUN
cana-2645	176	14	to	to	PART
cana-2645	176	15	build	build	VERB
cana-2645	176	16	user	user	NOUN
cana-2645	176	17	trust	trust	NOUN
cana-2645	176	18	and	and	CCONJ
cana-2645	176	19	interest	interest	NOUN
cana-2645	176	20	,	,	PUNCT
cana-2645	176	21	indicating	indicate	VERB
cana-2645	176	22	that	that	SCONJ
cana-2645	176	23	those	those	PRON
cana-2645	176	24	who	who	PRON
cana-2645	176	25	effectively	effectively	ADV
cana-2645	176	26	utilize	utilize	VERB
cana-2645	176	27	these	these	DET
cana-2645	176	28	metrics	metric	NOUN
cana-2645	176	29	can	can	AUX
cana-2645	176	30	significantly	significantly	ADV
cana-2645	176	31	bolster	bolster	VERB
cana-2645	176	32	their	their	PRON
cana-2645	176	33	market	market	NOUN
cana-2645	176	34	presence	presence	NOUN
cana-2645	176	35	and	and	CCONJ
cana-2645	176	36	consumer	consumer	NOUN
cana-2645	176	37	base.moreover	base.moreover	PROPN
cana-2645	176	38	,	,	PUNCT
cana-2645	176	39	this	this	DET
cana-2645	176	40	research	research	NOUN
cana-2645	176	41	highlights	highlight	VERB
cana-2645	176	42	the	the	DET
cana-2645	176	43	substantial	substantial	ADJ
cana-2645	176	44	impact	impact	NOUN
cana-2645	176	45	of	of	ADP
cana-2645	176	46	social	social	ADJ
cana-2645	176	47	media	medium	NOUN
cana-2645	176	48	algorithms	algorithm	NOUN
cana-2645	176	49	on	on	ADP
cana-2645	176	50	consumer	consumer	NOUN
cana-2645	176	51	purchasing	purchasing	NOUN
cana-2645	176	52	decisions	decision	NOUN
cana-2645	176	53	.	.	PUNCT
cana-2645	177	1	by	by	ADP
cana-2645	177	2	personalizing	personalize	VERB
cana-2645	177	3	the	the	DET
cana-2645	177	4	content	content	NOUN
cana-2645	177	5	users	user	NOUN
cana-2645	177	6	encounter	encounter	VERB
cana-2645	177	7	,	,	PUNCT
cana-2645	177	8	these	these	DET
cana-2645	177	9	algorithms	algorithm	NOUN
cana-2645	177	10	can	can	AUX
cana-2645	177	11	subtly	subtly	ADV
cana-2645	177	12	steer	steer	VERB
cana-2645	177	13	buying	buying	NOUN
cana-2645	177	14	choices	choice	NOUN
cana-2645	177	15	,	,	PUNCT
cana-2645	177	16	positioning	position	VERB
cana-2645	177	17	themselves	themselves	PRON
cana-2645	177	18	as	as	ADP
cana-2645	177	19	powerful	powerful	ADJ
cana-2645	177	20	tools	tool	NOUN
cana-2645	177	21	within	within	ADP
cana-2645	177	22	the	the	DET
cana-2645	177	23	digital	digital	ADJ
cana-2645	177	24	marketing	marketing	NOUN
cana-2645	177	25	framework	framework	NOUN
cana-2645	177	26	.	.	PUNCT
cana-2645	178	1	the	the	DET
cana-2645	178	2	findings	finding	NOUN
cana-2645	178	3	reveal	reveal	VERB
cana-2645	178	4	that	that	SCONJ
cana-2645	178	5	algorithms	algorithm	NOUN
cana-2645	178	6	prioritizing	prioritize	VERB
cana-2645	178	7	content	content	NOUN
cana-2645	178	8	based	base	VERB
cana-2645	178	9	on	on	ADP
cana-2645	178	10	user	user	NOUN
cana-2645	178	11	preferences	preference	NOUN
cana-2645	178	12	and	and	CCONJ
cana-2645	178	13	behaviors	behavior	NOUN
cana-2645	178	14	can	can	AUX
cana-2645	178	15	significantly	significantly	ADV
cana-2645	178	16	boost	boost	VERB
cana-2645	178	17	engagement	engagement	NOUN
cana-2645	178	18	with	with	ADP
cana-2645	178	19	branded	brand	VERB
cana-2645	178	20	content	content	NOUN
cana-2645	178	21	and	and	CCONJ
cana-2645	178	22	stimulate	stimulate	VERB
cana-2645	178	23	sales	sale	NOUN
cana-2645	178	24	,	,	PUNCT
cana-2645	178	25	highlighting	highlight	VERB
cana-2645	178	26	the	the	DET
cana-2645	178	27	necessity	necessity	NOUN
cana-2645	178	28	for	for	SCONJ
cana-2645	178	29	marketers	marketer	NOUN
cana-2645	178	30	to	to	PART
cana-2645	178	31	understand	understand	VERB
cana-2645	178	32	and	and	CCONJ
cana-2645	178	33	adeptly	adeptly	ADV
cana-2645	178	34	navigate	navigate	VERB
cana-2645	178	35	these	these	DET
cana-2645	178	36	mechanisms	mechanism	NOUN
cana-2645	178	37	.	.	PUNCT
cana-2645	179	1	the	the	DET
cana-2645	179	2	analysis	analysis	NOUN
cana-2645	179	3	further	far	ADV
cana-2645	179	4	explores	explore	NOUN
cana-2645	179	5	how	how	SCONJ
cana-2645	179	6	social	social	ADJ
cana-2645	179	7	media	medium	NOUN
cana-2645	179	8	algorithms	algorithm	NOUN
cana-2645	179	9	dictate	dictate	VERB
cana-2645	179	10	content	content	NOUN
cana-2645	179	11	visibility	visibility	NOUN
cana-2645	179	12	,	,	PUNCT
cana-2645	179	13	showing	show	VERB
cana-2645	179	14	that	that	SCONJ
cana-2645	179	15	these	these	DET
cana-2645	179	16	mechanisms	mechanism	NOUN
cana-2645	179	17	prioritize	prioritize	VERB
cana-2645	179	18	user	user	NOUN
cana-2645	179	19	-	-	PUNCT
cana-2645	179	20	engaging	engage	VERB
cana-2645	179	21	content	content	NOUN
cana-2645	179	22	,	,	PUNCT
cana-2645	179	23	thereby	thereby	ADV
cana-2645	179	24	shaping	shape	VERB
cana-2645	179	25	what	what	PRON
cana-2645	179	26	appears	appear	VERB
cana-2645	179	27	in	in	ADP
cana-2645	179	28	users	user	NOUN
cana-2645	179	29	'	'	PART
cana-2645	179	30	feeds	feed	NOUN
cana-2645	179	31	.	.	PUNCT
cana-2645	180	1	this	this	DET
cana-2645	180	2	selective	selective	ADJ
cana-2645	180	3	visibility	visibility	NOUN
cana-2645	180	4	can	can	AUX
cana-2645	180	5	greatly	greatly	ADV
cana-2645	180	6	influence	influence	VERB
cana-2645	180	7	consumer	consumer	NOUN
cana-2645	180	8	exposure	exposure	NOUN
cana-2645	180	9	to	to	ADP
cana-2645	180	10	different	different	ADJ
cana-2645	180	11	brands	brand	NOUN
cana-2645	180	12	and	and	CCONJ
cana-2645	180	13	products	product	NOUN
cana-2645	180	14	,	,	PUNCT
cana-2645	180	15	impacting	impact	VERB
cana-2645	180	16	their	their	PRON
cana-2645	180	17	awareness	awareness	NOUN
cana-2645	180	18	and	and	CCONJ
cana-2645	180	19	perceptions	perception	NOUN
cana-2645	180	20	.	.	PUNCT
cana-2645	181	1	understanding	understanding	NOUN
cana-2645	181	2	and	and	CCONJ
cana-2645	181	3	optimizing	optimize	VERB
cana-2645	181	4	for	for	ADP
cana-2645	181	5	these	these	DET
cana-2645	181	6	algorithms	algorithm	NOUN
cana-2645	181	7	can	can	AUX
cana-2645	181	8	help	help	VERB
cana-2645	181	9	brands	brand	NOUN
cana-2645	181	10	enhance	enhance	VERB
cana-2645	181	11	their	their	PRON
cana-2645	181	12	content	content	NOUN
cana-2645	181	13	's	's	PART
cana-2645	181	14	reach	reach	NOUN
cana-2645	181	15	and	and	CCONJ
cana-2645	181	16	effectiveness	effectiveness	NOUN
cana-2645	181	17	.	.	PUNCT
cana-2645	182	1	user	user	NOUN
cana-2645	182	2	-	-	PUNCT
cana-2645	182	3	generated	generate	VERB
cana-2645	182	4	content	content	NOUN
cana-2645	182	5	,	,	PUNCT
cana-2645	182	6	such	such	ADJ
cana-2645	182	7	as	as	ADP
cana-2645	182	8	reviews	review	NOUN
cana-2645	182	9	and	and	CCONJ
cana-2645	182	10	testimonials	testimonial	NOUN
cana-2645	182	11	,	,	PUNCT
cana-2645	182	12	is	be	AUX
cana-2645	182	13	shown	show	VERB
cana-2645	182	14	to	to	PART
cana-2645	182	15	play	play	VERB
cana-2645	182	16	a	a	DET
cana-2645	182	17	crucial	crucial	ADJ
cana-2645	182	18	role	role	NOUN
cana-2645	182	19	in	in	ADP
cana-2645	182	20	shaping	shape	VERB
cana-2645	182	21	consumer	consumer	NOUN
cana-2645	182	22	behaviour	behaviour	NOUN
cana-2645	182	23	.	.	PUNCT
cana-2645	183	1	the	the	DET
cana-2645	183	2	study	study	NOUN
cana-2645	183	3	finds	find	VERB
cana-2645	183	4	that	that	SCONJ
cana-2645	183	5	consumers	consumer	NOUN
cana-2645	183	6	place	place	VERB
cana-2645	183	7	greater	great	ADJ
cana-2645	183	8	trust	trust	NOUN
cana-2645	183	9	in	in	ADP
cana-2645	183	10	user	user	NOUN
cana-2645	183	11	-	-	PUNCT
cana-2645	183	12	generated	generate	VERB
cana-2645	183	13	content	content	NOUN
cana-2645	183	14	compared	compare	VERB
cana-2645	183	15	to	to	ADP
cana-2645	183	16	traditional	traditional	ADJ
cana-2645	183	17	advertising	advertising	NOUN
cana-2645	183	18	,	,	PUNCT
cana-2645	183	19	with	with	ADP
cana-2645	183	20	peer	peer	NOUN
cana-2645	183	21	opinions	opinion	NOUN
cana-2645	183	22	significantly	significantly	ADV
cana-2645	183	23	influencing	influence	VERB
cana-2645	183	24	purchasing	purchasing	NOUN
cana-2645	183	25	decisions	decision	NOUN
cana-2645	183	26	.	.	PUNCT
cana-2645	184	1	this	this	DET
cana-2645	184	2	trust	trust	NOUN
cana-2645	184	3	underscores	underscore	VERB
cana-2645	184	4	communications	communication	NOUN
cana-2645	184	5	on	on	ADP
cana-2645	184	6	applied	apply	VERB
cana-2645	184	7	nonlinear	nonlinear	ADJ
cana-2645	184	8	analysis	analysis	NOUN
cana-2645	184	9	issn	issn	NOUN
cana-2645	184	10	:	:	PUNCT
cana-2645	184	11	1074	1074	NUM
cana-2645	184	12	-	-	PUNCT
cana-2645	184	13	133x	133x	NUM
cana-2645	184	14	vol	vol	NOUN
cana-2645	184	15	32	32	NUM
cana-2645	184	16	no	no	NOUN
cana-2645	184	17	.	.	PUNCT
cana-2645	185	1	3s	3s	NUM
cana-2645	185	2	(	(	PUNCT
cana-2645	185	3	2025	2025	NUM
cana-2645	185	4	)	)	PUNCT
cana-2645	185	5	325	325	NUM
cana-2645	185	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2645	185	7	the	the	DET
cana-2645	185	8	importance	importance	NOUN
cana-2645	185	9	for	for	SCONJ
cana-2645	185	10	brands	brand	NOUN
cana-2645	185	11	to	to	PART
cana-2645	185	12	encourage	encourage	VERB
cana-2645	185	13	and	and	CCONJ
cana-2645	185	14	utilize	utilize	VERB
cana-2645	185	15	user	user	NOUN
cana-2645	185	16	-	-	PUNCT
cana-2645	185	17	generated	generate	VERB
cana-2645	185	18	content	content	NOUN
cana-2645	185	19	as	as	ADP
cana-2645	185	20	a	a	DET
cana-2645	185	21	means	means	NOUN
cana-2645	185	22	of	of	ADP
cana-2645	185	23	building	build	VERB
cana-2645	185	24	credibility	credibility	NOUN
cana-2645	185	25	and	and	CCONJ
cana-2645	185	26	fostering	foster	VERB
cana-2645	185	27	community	community	NOUN
cana-2645	185	28	engagement	engagement	NOUN
cana-2645	185	29	.	.	PUNCT
cana-2645	186	1	suggestions	suggestion	NOUN
cana-2645	186	2	e	e	NOUN
cana-2645	186	3	-	-	NOUN
cana-2645	186	4	commerce	commerce	NOUN
cana-2645	186	5	platforms	platform	NOUN
cana-2645	186	6	can	can	AUX
cana-2645	186	7	go	go	VERB
cana-2645	186	8	beyond	beyond	ADP
cana-2645	186	9	basic	basic	ADJ
cana-2645	186	10	product	product	NOUN
cana-2645	186	11	recommendations	recommendation	NOUN
cana-2645	186	12	by	by	ADP
cana-2645	186	13	employing	employ	VERB
cana-2645	186	14	deep	deep	ADJ
cana-2645	186	15	learning	learning	NOUN
cana-2645	186	16	to	to	PART
cana-2645	186	17	analyze	analyze	VERB
cana-2645	186	18	customer	customer	NOUN
cana-2645	186	19	behaviour	behaviour	NOUN
cana-2645	186	20	over	over	ADP
cana-2645	186	21	time	time	NOUN
cana-2645	186	22	,	,	PUNCT
cana-2645	186	23	enabling	enable	VERB
cana-2645	186	24	predictions	prediction	NOUN
cana-2645	186	25	of	of	ADP
cana-2645	186	26	future	future	ADJ
cana-2645	186	27	needs	need	NOUN
cana-2645	186	28	and	and	CCONJ
cana-2645	186	29	offering	offer	VERB
cana-2645	186	30	personalized	personalized	ADJ
cana-2645	186	31	discounts	discount	NOUN
cana-2645	186	32	and	and	CCONJ
cana-2645	186	33	promotions	promotion	NOUN
cana-2645	186	34	.	.	PUNCT
cana-2645	187	1	such	such	ADJ
cana-2645	187	2	personalization	personalization	NOUN
cana-2645	187	3	not	not	PART
cana-2645	187	4	only	only	ADV
cana-2645	187	5	boosts	boost	VERB
cana-2645	187	6	sales	sale	NOUN
cana-2645	187	7	but	but	CCONJ
cana-2645	187	8	also	also	ADV
cana-2645	187	9	enhances	enhance	VERB
cana-2645	187	10	customer	customer	NOUN
cana-2645	187	11	loyalty	loyalty	NOUN
cana-2645	187	12	by	by	ADP
cana-2645	187	13	making	make	VERB
cana-2645	187	14	shoppers	shopper	NOUN
cana-2645	187	15	feel	feel	VERB
cana-2645	187	16	uniquely	uniquely	ADV
cana-2645	187	17	valued	value	VERB
cana-2645	187	18	.	.	PUNCT
cana-2645	188	1	platforms	platform	NOUN
cana-2645	188	2	should	should	AUX
cana-2645	188	3	also	also	ADV
cana-2645	188	4	incorporate	incorporate	VERB
cana-2645	188	5	features	feature	NOUN
cana-2645	188	6	that	that	PRON
cana-2645	188	7	allow	allow	VERB
cana-2645	188	8	customers	customer	NOUN
cana-2645	188	9	to	to	PART
cana-2645	188	10	easily	easily	ADV
cana-2645	188	11	share	share	VERB
cana-2645	188	12	their	their	PRON
cana-2645	188	13	purchases	purchase	NOUN
cana-2645	188	14	and	and	CCONJ
cana-2645	188	15	reviews	review	NOUN
cana-2645	188	16	on	on	ADP
cana-2645	188	17	social	social	ADJ
cana-2645	188	18	media	medium	NOUN
cana-2645	188	19	directly	directly	ADV
cana-2645	188	20	from	from	ADP
cana-2645	188	21	the	the	DET
cana-2645	188	22	e	e	PROPN
cana-2645	188	23	-	-	PROPN
cana-2645	188	24	commerce	commerce	NOUN
cana-2645	188	25	site	site	NOUN
cana-2645	188	26	.	.	PUNCT
cana-2645	189	1	highlighting	highlight	VERB
cana-2645	189	2	user	user	NOUN
cana-2645	189	3	-	-	PUNCT
cana-2645	189	4	generated	generate	VERB
cana-2645	189	5	content	content	NOUN
cana-2645	189	6	,	,	PUNCT
cana-2645	189	7	such	such	ADJ
cana-2645	189	8	as	as	ADP
cana-2645	189	9	unboxing	unbox	VERB
cana-2645	189	10	videos	video	NOUN
cana-2645	189	11	or	or	CCONJ
cana-2645	189	12	practical	practical	ADJ
cana-2645	189	13	product	product	NOUN
cana-2645	189	14	demonstrations	demonstration	NOUN
cana-2645	189	15	,	,	PUNCT
cana-2645	189	16	on	on	ADP
cana-2645	189	17	product	product	NOUN
cana-2645	189	18	pages	page	NOUN
cana-2645	189	19	can	can	AUX
cana-2645	189	20	significantly	significantly	ADV
cana-2645	189	21	sway	sway	VERB
cana-2645	189	22	purchasing	purchase	VERB
cana-2645	189	23	decisions	decision	NOUN
cana-2645	189	24	by	by	ADP
cana-2645	189	25	providing	provide	VERB
cana-2645	189	26	authentic	authentic	ADJ
cana-2645	189	27	endorsements	endorsement	NOUN
cana-2645	189	28	.	.	PUNCT
cana-2645	190	1	integrating	integrate	VERB
cana-2645	190	2	inventory	inventory	NOUN
cana-2645	190	3	management	management	NOUN
cana-2645	190	4	and	and	CCONJ
cana-2645	190	5	customer	customer	NOUN
cana-2645	190	6	service	service	NOUN
cana-2645	190	7	across	across	ADP
cana-2645	190	8	channels	channel	NOUN
cana-2645	190	9	is	be	AUX
cana-2645	190	10	essential	essential	ADJ
cana-2645	190	11	,	,	PUNCT
cana-2645	190	12	allowing	allow	VERB
cana-2645	190	13	customers	customer	NOUN
cana-2645	190	14	to	to	PART
cana-2645	190	15	transition	transition	VERB
cana-2645	190	16	seamlessly	seamlessly	ADV
cana-2645	190	17	between	between	ADP
cana-2645	190	18	social	social	ADJ
cana-2645	190	19	media	medium	NOUN
cana-2645	190	20	,	,	PUNCT
cana-2645	190	21	mobile	mobile	ADJ
cana-2645	190	22	apps	app	NOUN
cana-2645	190	23	,	,	PUNCT
cana-2645	190	24	and	and	CCONJ
cana-2645	190	25	web	web	NOUN
cana-2645	190	26	platforms	platform	NOUN
cana-2645	190	27	without	without	ADP
cana-2645	190	28	losing	lose	VERB
cana-2645	190	29	their	their	PRON
cana-2645	190	30	shopping	shopping	NOUN
cana-2645	190	31	carts	cart	NOUN
cana-2645	190	32	or	or	CCONJ
cana-2645	190	33	order	order	VERB
cana-2645	190	34	history	history	NOUN
cana-2645	190	35	.	.	PUNCT
cana-2645	191	1	this	this	DET
cana-2645	191	2	approach	approach	NOUN
cana-2645	191	3	prioritizes	prioritize	VERB
cana-2645	191	4	a	a	DET
cana-2645	191	5	cohesive	cohesive	ADJ
cana-2645	191	6	shopping	shopping	NOUN
cana-2645	191	7	experience	experience	NOUN
cana-2645	191	8	across	across	ADP
cana-2645	191	9	various	various	ADJ
cana-2645	191	10	touch	touch	NOUN
cana-2645	191	11	points	point	NOUN
cana-2645	191	12	.	.	PUNCT
cana-2645	192	1	advanced	advanced	ADJ
cana-2645	192	2	ai	ai	NOUN
cana-2645	192	3	can	can	AUX
cana-2645	192	4	be	be	AUX
cana-2645	192	5	utilized	utilize	VERB
cana-2645	192	6	to	to	PART
cana-2645	192	7	analyze	analyze	VERB
cana-2645	192	8	customer	customer	NOUN
cana-2645	192	9	inquiries	inquiry	NOUN
cana-2645	192	10	in	in	ADP
cana-2645	192	11	real	real	ADJ
cana-2645	192	12	-	-	PUNCT
cana-2645	192	13	time	time	NOUN
cana-2645	192	14	,	,	PUNCT
cana-2645	192	15	offering	offer	VERB
cana-2645	192	16	personalized	personalized	ADJ
cana-2645	192	17	shopping	shopping	NOUN
cana-2645	192	18	advice	advice	NOUN
cana-2645	192	19	akin	akin	ADJ
cana-2645	192	20	to	to	ADP
cana-2645	192	21	a	a	DET
cana-2645	192	22	digital	digital	ADJ
cana-2645	192	23	shopping	shopping	NOUN
cana-2645	192	24	assistant	assistant	NOUN
cana-2645	192	25	.	.	PUNCT
cana-2645	193	1	implementing	implement	VERB
cana-2645	193	2	predictive	predictive	ADJ
cana-2645	193	3	service	service	NOUN
cana-2645	193	4	features	feature	NOUN
cana-2645	193	5	,	,	PUNCT
cana-2645	193	6	such	such	ADJ
cana-2645	193	7	as	as	ADP
cana-2645	193	8	anticipating	anticipate	VERB
cana-2645	193	9	customer	customer	NOUN
cana-2645	193	10	issues	issue	NOUN
cana-2645	193	11	before	before	SCONJ
cana-2645	193	12	they	they	PRON
cana-2645	193	13	occur	occur	VERB
cana-2645	193	14	,	,	PUNCT
cana-2645	193	15	can	can	AUX
cana-2645	193	16	distinguish	distinguish	VERB
cana-2645	193	17	a	a	DET
cana-2645	193	18	platform	platform	NOUN
cana-2645	193	19	in	in	ADP
cana-2645	193	20	terms	term	NOUN
cana-2645	193	21	of	of	ADP
cana-2645	193	22	customer	customer	NOUN
cana-2645	193	23	experience	experience	NOUN
cana-2645	193	24	.	.	PUNCT
cana-2645	194	1	adopting	adopt	VERB
cana-2645	194	2	blockchain	blockchain	PROPN
cana-2645	194	3	or	or	CCONJ
cana-2645	194	4	other	other	ADJ
cana-2645	194	5	secure	secure	ADJ
cana-2645	194	6	technologies	technology	NOUN
cana-2645	194	7	for	for	ADP
cana-2645	194	8	data	datum	NOUN
cana-2645	194	9	storage	storage	NOUN
cana-2645	194	10	and	and	CCONJ
cana-2645	194	11	transactions	transaction	NOUN
cana-2645	194	12	can	can	AUX
cana-2645	194	13	enhance	enhance	VERB
cana-2645	194	14	security	security	NOUN
cana-2645	194	15	.	.	PUNCT
cana-2645	195	1	conducting	conduct	VERB
cana-2645	195	2	regular	regular	ADJ
cana-2645	195	3	audits	audits	NOUN
cana-2645	195	4	and	and	CCONJ
cana-2645	195	5	issuing	issue	VERB
cana-2645	195	6	transparency	transparency	NOUN
cana-2645	195	7	reports	report	NOUN
cana-2645	195	8	can	can	AUX
cana-2645	195	9	reassure	reassure	VERB
cana-2645	195	10	customers	customer	NOUN
cana-2645	195	11	about	about	ADP
cana-2645	195	12	their	their	PRON
cana-2645	195	13	data	datum	NOUN
cana-2645	195	14	safety	safety	NOUN
cana-2645	195	15	,	,	PUNCT
cana-2645	195	16	transforming	transform	VERB
cana-2645	195	17	privacy	privacy	NOUN
cana-2645	195	18	into	into	ADP
cana-2645	195	19	a	a	DET
cana-2645	195	20	competitive	competitive	ADJ
cana-2645	195	21	advantage	advantage	NOUN
cana-2645	195	22	.	.	PUNCT
cana-2645	196	1	conclusion	conclusion	NOUN
cana-2645	196	2	this	this	DET
cana-2645	196	3	dissertation	dissertation	NOUN
cana-2645	196	4	synthesizes	synthesize	VERB
cana-2645	196	5	key	key	ADJ
cana-2645	196	6	findings	finding	NOUN
cana-2645	196	7	and	and	CCONJ
cana-2645	196	8	their	their	PRON
cana-2645	196	9	implications	implication	NOUN
cana-2645	196	10	for	for	ADP
cana-2645	196	11	understanding	understand	VERB
cana-2645	196	12	the	the	DET
cana-2645	196	13	effects	effect	NOUN
cana-2645	196	14	of	of	ADP
cana-2645	196	15	social	social	ADJ
cana-2645	196	16	media	medium	NOUN
cana-2645	196	17	algorithms	algorithm	NOUN
cana-2645	196	18	,	,	PUNCT
cana-2645	196	19	engagement	engagement	NOUN
cana-2645	196	20	metrics	metric	NOUN
cana-2645	196	21	,	,	PUNCT
cana-2645	196	22	and	and	CCONJ
cana-2645	196	23	user	user	NOUN
cana-2645	196	24	-	-	PUNCT
cana-2645	196	25	generated	generate	VERB
cana-2645	196	26	content	content	NOUN
cana-2645	196	27	on	on	ADP
cana-2645	196	28	consumer	consumer	NOUN
cana-2645	196	29	behaviour	behaviour	NOUN
cana-2645	196	30	.	.	PUNCT
cana-2645	197	1	it	it	PRON
cana-2645	197	2	has	have	AUX
cana-2645	197	3	been	be	AUX
cana-2645	197	4	established	establish	VERB
cana-2645	197	5	that	that	SCONJ
cana-2645	197	6	social	social	ADJ
cana-2645	197	7	media	medium	NOUN
cana-2645	197	8	platforms	platform	NOUN
cana-2645	197	9	,	,	PUNCT
cana-2645	197	10	through	through	ADP
cana-2645	197	11	their	their	PRON
cana-2645	197	12	algorithms	algorithm	NOUN
cana-2645	197	13	,	,	PUNCT
cana-2645	197	14	significantly	significantly	ADV
cana-2645	197	15	influence	influence	NOUN
cana-2645	197	16	purchasing	purchasing	NOUN
cana-2645	197	17	decisions	decision	NOUN
cana-2645	197	18	by	by	ADP
cana-2645	197	19	personalizing	personalize	VERB
cana-2645	197	20	content	content	NOUN
cana-2645	197	21	exposure	exposure	NOUN
cana-2645	197	22	for	for	ADP
cana-2645	197	23	users	user	NOUN
cana-2645	197	24	.	.	PUNCT
cana-2645	198	1	this	this	DET
cana-2645	198	2	personalization	personalization	NOUN
cana-2645	198	3	not	not	PART
cana-2645	198	4	only	only	ADV
cana-2645	198	5	boosts	boost	VERB
cana-2645	198	6	user	user	NOUN
cana-2645	198	7	engagement	engagement	NOUN
cana-2645	198	8	but	but	CCONJ
cana-2645	198	9	also	also	ADV
cana-2645	198	10	drives	drive	VERB
cana-2645	198	11	buying	buy	VERB
cana-2645	198	12	behavior	behavior	NOUN
cana-2645	198	13	by	by	ADP
cana-2645	198	14	showcasing	showcase	VERB
cana-2645	198	15	content	content	NOUN
cana-2645	198	16	that	that	PRON
cana-2645	198	17	aligns	align	VERB
cana-2645	198	18	with	with	ADP
cana-2645	198	19	individual	individual	ADJ
cana-2645	198	20	preferences	preference	NOUN
cana-2645	198	21	.	.	PUNCT
cana-2645	199	1	demographic	demographic	ADJ
cana-2645	199	2	factors	factor	NOUN
cana-2645	199	3	were	be	AUX
cana-2645	199	4	found	find	VERB
cana-2645	199	5	to	to	PART
cana-2645	199	6	greatly	greatly	ADV
cana-2645	199	7	affect	affect	VERB
cana-2645	199	8	how	how	SCONJ
cana-2645	199	9	different	different	ADJ
cana-2645	199	10	groups	group	NOUN
cana-2645	199	11	engage	engage	VERB
cana-2645	199	12	with	with	ADP
cana-2645	199	13	social	social	ADJ
cana-2645	199	14	media	medium	NOUN
cana-2645	199	15	,	,	PUNCT
cana-2645	199	16	underscoring	underscore	VERB
cana-2645	199	17	the	the	DET
cana-2645	199	18	necessity	necessity	NOUN
cana-2645	199	19	for	for	ADP
cana-2645	199	20	targeted	target	VERB
cana-2645	199	21	marketing	marketing	NOUN
cana-2645	199	22	strategies	strategy	NOUN
cana-2645	199	23	.	.	PUNCT
cana-2645	200	1	engagement	engagement	NOUN
cana-2645	200	2	metrics	metric	NOUN
cana-2645	200	3	such	such	ADJ
cana-2645	200	4	as	as	ADP
cana-2645	200	5	likes	like	NOUN
cana-2645	200	6	,	,	PUNCT
cana-2645	200	7	shares	share	NOUN
cana-2645	200	8	,	,	PUNCT
cana-2645	200	9	and	and	CCONJ
cana-2645	200	10	comments	comment	NOUN
cana-2645	200	11	serve	serve	VERB
cana-2645	200	12	as	as	ADP
cana-2645	200	13	indicators	indicator	NOUN
cana-2645	200	14	of	of	ADP
cana-2645	200	15	content	content	NOUN
cana-2645	200	16	popularity	popularity	NOUN
cana-2645	200	17	and	and	CCONJ
cana-2645	200	18	trustworthiness	trustworthiness	NOUN
cana-2645	200	19	,	,	PUNCT
cana-2645	200	20	directly	directly	ADV
cana-2645	200	21	influencing	influence	VERB
cana-2645	200	22	user	user	NOUN
cana-2645	200	23	perceptions	perception	NOUN
cana-2645	200	24	of	of	ADP
cana-2645	200	25	brands	brand	NOUN
cana-2645	200	26	and	and	CCONJ
cana-2645	200	27	products	product	NOUN
cana-2645	200	28	.	.	PUNCT
cana-2645	201	1	furthermore	furthermore	ADV
cana-2645	201	2	,	,	PUNCT
cana-2645	201	3	the	the	DET
cana-2645	201	4	visibility	visibility	NOUN
cana-2645	201	5	of	of	ADP
cana-2645	201	6	content	content	NOUN
cana-2645	201	7	on	on	ADP
cana-2645	201	8	social	social	ADJ
cana-2645	201	9	media	medium	NOUN
cana-2645	201	10	—	—	PUNCT
cana-2645	201	11	dictated	dictate	VERB
cana-2645	201	12	by	by	ADP
cana-2645	201	13	algorithms	algorithm	NOUN
cana-2645	201	14	—	—	PUNCT
cana-2645	201	15	is	be	AUX
cana-2645	201	16	vital	vital	ADJ
cana-2645	201	17	for	for	ADP
cana-2645	201	18	ensuring	ensure	VERB
cana-2645	201	19	users	user	NOUN
cana-2645	201	20	see	see	VERB
cana-2645	201	21	the	the	DET
cana-2645	201	22	most	most	ADV
cana-2645	201	23	relevant	relevant	ADJ
cana-2645	201	24	content	content	NOUN
cana-2645	201	25	,	,	PUNCT
cana-2645	201	26	thereby	thereby	ADV
cana-2645	201	27	shaping	shape	VERB
cana-2645	201	28	their	their	PRON
cana-2645	201	29	purchasing	purchasing	NOUN
cana-2645	201	30	decisions	decision	NOUN
cana-2645	201	31	.	.	PUNCT
cana-2645	202	1	user	user	NOUN
cana-2645	202	2	-	-	PUNCT
cana-2645	202	3	generated	generate	VERB
cana-2645	202	4	content	content	NOUN
cana-2645	202	5	,	,	PUNCT
cana-2645	202	6	including	include	VERB
cana-2645	202	7	reviews	review	NOUN
cana-2645	202	8	and	and	CCONJ
cana-2645	202	9	recommendations	recommendation	NOUN
cana-2645	202	10	,	,	PUNCT
cana-2645	202	11	emerged	emerge	VERB
cana-2645	202	12	as	as	ADP
cana-2645	202	13	a	a	DET
cana-2645	202	14	potent	potent	ADJ
cana-2645	202	15	influencer	influencer	NOUN
cana-2645	202	16	of	of	ADP
cana-2645	202	17	consumer	consumer	NOUN
cana-2645	202	18	behavior	behavior	NOUN
cana-2645	202	19	,	,	PUNCT
cana-2645	202	20	providing	provide	VERB
cana-2645	202	21	authenticity	authenticity	NOUN
cana-2645	202	22	and	and	CCONJ
cana-2645	202	23	trust	trust	NOUN
cana-2645	202	24	that	that	SCONJ
cana-2645	202	25	significantly	significantly	ADV
cana-2645	202	26	impacts	impact	VERB
cana-2645	202	27	buying	buy	VERB
cana-2645	202	28	choices	choice	NOUN
cana-2645	202	29	.	.	PUNCT
cana-2645	203	1	the	the	DET
cana-2645	203	2	study	study	NOUN
cana-2645	203	3	highlights	highlight	VERB
cana-2645	203	4	the	the	DET
cana-2645	203	5	importance	importance	NOUN
cana-2645	203	6	of	of	ADP
cana-2645	203	7	leveraging	leverage	VERB
cana-2645	203	8	such	such	ADJ
cana-2645	203	9	content	content	NOUN
cana-2645	203	10	to	to	PART
cana-2645	203	11	build	build	VERB
cana-2645	203	12	a	a	DET
cana-2645	203	13	trustworthy	trustworthy	ADJ
cana-2645	203	14	relationship	relationship	NOUN
cana-2645	203	15	between	between	ADP
cana-2645	203	16	brands	brand	NOUN
cana-2645	203	17	and	and	CCONJ
cana-2645	203	18	consumers	consumer	NOUN
cana-2645	203	19	.	.	PUNCT
cana-2645	204	1	recommendations	recommendation	NOUN
cana-2645	204	2	for	for	ADP
cana-2645	204	3	social	social	ADJ
cana-2645	204	4	media	medium	NOUN
cana-2645	204	5	platforms	platform	NOUN
cana-2645	204	6	include	include	VERB
cana-2645	204	7	improving	improve	VERB
cana-2645	204	8	transparency	transparency	NOUN
cana-2645	204	9	regarding	regard	VERB
cana-2645	204	10	algorithms	algorithms	NOUN
cana-2645	204	11	and	and	CCONJ
cana-2645	204	12	promoting	promote	VERB
cana-2645	204	13	user	user	NOUN
cana-2645	204	14	engagement	engagement	NOUN
cana-2645	204	15	through	through	ADP
cana-2645	204	16	diverse	diverse	ADJ
cana-2645	204	17	,	,	PUNCT
cana-2645	204	18	high	high	ADJ
cana-2645	204	19	-	-	PUNCT
cana-2645	204	20	quality	quality	NOUN
cana-2645	204	21	content	content	NOUN
cana-2645	204	22	.	.	PUNCT
cana-2645	205	1	for	for	ADP
cana-2645	205	2	academic	academic	ADJ
cana-2645	205	3	inquiry	inquiry	NOUN
cana-2645	205	4	and	and	CCONJ
cana-2645	205	5	future	future	ADJ
cana-2645	205	6	research	research	NOUN
cana-2645	205	7	,	,	PUNCT
cana-2645	205	8	this	this	DET
cana-2645	205	9	study	study	NOUN
cana-2645	205	10	identifies	identify	VERB
cana-2645	205	11	areas	area	NOUN
cana-2645	205	12	for	for	ADP
cana-2645	205	13	further	further	ADJ
cana-2645	205	14	exploration	exploration	NOUN
cana-2645	205	15	,	,	PUNCT
cana-2645	205	16	such	such	ADJ
cana-2645	205	17	as	as	ADP
cana-2645	205	18	the	the	DET
cana-2645	205	19	nuanced	nuanced	ADJ
cana-2645	205	20	effects	effect	NOUN
cana-2645	205	21	of	of	ADP
cana-2645	205	22	algorithms	algorithm	NOUN
cana-2645	205	23	across	across	ADP
cana-2645	205	24	different	different	ADJ
cana-2645	205	25	consumer	consumer	NOUN
cana-2645	205	26	segments	segment	NOUN
cana-2645	205	27	and	and	CCONJ
cana-2645	205	28	the	the	DET
cana-2645	205	29	long	long	ADJ
cana-2645	205	30	-	-	PUNCT
cana-2645	205	31	term	term	NOUN
cana-2645	205	32	impacts	impact	NOUN
cana-2645	205	33	of	of	ADP
cana-2645	205	34	engagement	engagement	NOUN
cana-2645	205	35	with	with	ADP
cana-2645	205	36	usergenerated	usergenerated	ADJ
cana-2645	205	37	content	content	NOUN
cana-2645	205	38	on	on	ADP
cana-2645	205	39	brand	brand	NOUN
cana-2645	205	40	loyalty	loyalty	NOUN
cana-2645	205	41	.	.	PUNCT
cana-2645	206	1	communications	communication	NOUN
cana-2645	206	2	on	on	ADP
cana-2645	206	3	applied	apply	VERB
cana-2645	206	4	nonlinear	nonlinear	ADJ
cana-2645	206	5	analysis	analysis	NOUN
cana-2645	206	6	issn	issn	NOUN
cana-2645	206	7	:	:	PUNCT
cana-2645	206	8	1074	1074	NUM
cana-2645	206	9	-	-	PUNCT
cana-2645	206	10	133x	133x	NUM
cana-2645	206	11	vol	vol	NOUN
cana-2645	206	12	32	32	NUM
cana-2645	206	13	no	no	NOUN
cana-2645	206	14	.	.	PUNCT
cana-2645	207	1	3s	3s	NUM
cana-2645	207	2	(	(	PUNCT
cana-2645	207	3	2025	2025	NUM
cana-2645	207	4	)	)	PUNCT
cana-2645	207	5	326	326	NUM
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cana-2645	207	9	1	1	NUM
cana-2645	207	10	]	]	PUNCT
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cana-2645	207	13	d.	d.	PROPN
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cana-2645	207	15	2023	2023	NUM
cana-2645	207	16	,	,	PUNCT
cana-2645	207	17	october	october	PROPN
cana-2645	207	18	30	30	NUM
cana-2645	207	19	)	)	PUNCT
cana-2645	207	20	.	.	PUNCT
cana-2645	208	1	everything	everything	PRON
cana-2645	208	2	you	you	PRON
cana-2645	208	3	need	need	VERB
cana-2645	208	4	to	to	PART
cana-2645	208	5	know	know	VERB
cana-2645	208	6	about	about	ADP
cana-2645	208	7	social	social	ADJ
cana-2645	208	8	media	medium	NOUN
cana-2645	208	9	algorithms	algorithm	NOUN
cana-2645	208	10	.	.	PUNCT
cana-2645	209	1	sprout	sprout	NOUN
cana-2645	209	2	social	social	ADJ
cana-2645	209	3	.	.	PUNCT
cana-2645	210	1	https://sproutsocial.com/insights/social-media-algorithms/	https://sproutsocial.com/insights/social-media-algorithms/	PUNCT
cana-2645	211	1	[	[	X
cana-2645	211	2	2	2	NUM
cana-2645	211	3	]	]	X
cana-2645	211	4	barysevich	barysevich	PROPN
cana-2645	211	5	,	,	PUNCT
cana-2645	211	6	a.	a.	PROPN
cana-2645	211	7	(	(	PUNCT
cana-2645	211	8	2020	2020	NUM
cana-2645	211	9	,	,	PUNCT
cana-2645	211	10	november	november	PROPN
cana-2645	211	11	20	20	NUM
cana-2645	211	12	)	)	PUNCT
cana-2645	211	13	.	.	PUNCT
cana-2645	212	1	how	how	SCONJ
cana-2645	212	2	social	social	ADJ
cana-2645	212	3	media	media	NOUN
cana-2645	212	4	influences	influence	VERB
cana-2645	212	5	71	71	NUM
cana-2645	212	6	%	%	NOUN
cana-2645	212	7	consumer	consumer	NOUN
cana-2645	212	8	buying	buying	NOUN
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cana-2645	215	2	3	3	NUM
cana-2645	215	3	]	]	X
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cana-2645	215	8	2023	2023	NUM
cana-2645	215	9	,	,	PUNCT
cana-2645	215	10	may	may	AUX
cana-2645	215	11	16	16	NUM
cana-2645	215	12	)	)	PUNCT
cana-2645	215	13	.	.	PUNCT
cana-2645	216	1	how	how	SCONJ
cana-2645	216	2	do	do	AUX
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cana-2645	216	4	media	medium	NOUN
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cana-2645	220	5	:	:	PUNCT
cana-2645	220	6	check	check	VERB
cana-2645	220	7	brief	brief	ADJ
cana-2645	220	8	history	history	NOUN
cana-2645	220	9	,	,	PUNCT
cana-2645	220	10	origin	origin	NOUN
cana-2645	220	11	details	detail	NOUN
cana-2645	220	12	!	!	PUNCT
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cana-2645	224	13	where	where	SCONJ
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cana-2645	226	2	[	[	X
cana-2645	226	3	5	5	X
cana-2645	226	4	]	]	X
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cana-2645	226	6	is	be	AUX
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cana-2645	226	9	and	and	CCONJ
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cana-2645	230	16	.	.	PUNCT
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cana-2645	234	10	s.	s.	PROPN
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cana-2645	236	13	)	)	PUNCT
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cana-2645	245	7	consumer	consumer	NOUN
cana-2645	245	8	buying	buying	NOUN
cana-2645	245	9	behavior	behavior	NOUN
cana-2645	245	10	in	in	ADP
cana-2645	245	11	indian	indian	ADJ
cana-2645	245	12	ecommerce	ecommerce	NOUN
cana-2645	245	13	industry	industry	PROPN
cana-2645	245	14	.	.	PUNCT
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cana-2645	246	5	,	,	PUNCT
cana-2645	246	6	9(1	9(1	NUM
cana-2645	246	7	)	)	PUNCT
cana-2645	246	8	,	,	PUNCT
cana-2645	246	9	41	41	NUM
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cana-2645	247	20	)	)	PUNCT
cana-2645	247	21	.	.	PUNCT
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cana-2645	248	2	buying	buying	NOUN
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cana-2645	248	4	towards	towards	ADP
cana-2645	248	5	social	social	ADJ
cana-2645	248	6	media	medium	NOUN
cana-2645	248	7	.	.	PUNCT
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cana-2645	249	2	journal	journal	NOUN
cana-2645	249	3	for	for	ADP
cana-2645	249	4	multidisciplinary	multidisciplinary	ADJ
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cana-2645	249	6	,	,	PUNCT
cana-2645	249	7	6(1	6(1	NUM
cana-2645	249	8	)	)	PUNCT
cana-2645	249	9	.	.	PUNCT
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cana-2645	250	2	.	.	PUNCT
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cana-2645	251	3	]	]	X
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cana-2645	251	6	s.b	s.b	PROPN
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cana-2645	251	8	,	,	PUNCT
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cana-2645	251	10	,	,	PUNCT
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cana-2645	251	23	for	for	ADP
cana-2645	251	24	identifying	identify	VERB
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cana-2645	251	28	and	and	CCONJ
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cana-2645	251	30	materials	material	NOUN
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cana-2645	251	37	,	,	PUNCT
cana-2645	251	38	2024	2024	NUM
cana-2645	251	39	,	,	PUNCT
cana-2645	251	40	31(6s	31(6s	NUM
cana-2645	251	41	)	)	PUNCT
cana-2645	251	42	,	,	PUNCT
cana-2645	251	43	pp	pp	ADP
cana-2645	251	44	.	.	PUNCT
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cana-2645	252	2	.	.	PUNCT
cana-2645	253	1	[	[	X
cana-2645	253	2	13	13	NUM
cana-2645	253	3	]	]	SYM
cana-2645	253	4	kumar	kumar	PROPN
cana-2645	253	5	,	,	PUNCT
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cana-2645	253	8	.	.	PUNCT
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cana-2645	254	6	:	:	PUNCT
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cana-2645	254	8	,	,	PUNCT
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cana-2645	254	10	,	,	PUNCT
cana-2645	254	11	and	and	CCONJ
cana-2645	254	12	use	use	VERB
cana-2645	254	13	cases	case	NOUN
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cana-2645	255	1	2024	2024	NUM
cana-2645	255	2	5th	5th	ADJ
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cana-2645	255	7	electronics	electronic	NOUN
cana-2645	255	8	and	and	CCONJ
cana-2645	255	9	communication	communication	NOUN
cana-2645	255	10	(	(	PUNCT
cana-2645	255	11	icosec	icosec	NOUN
cana-2645	255	12	)	)	PUNCT
cana-2645	255	13	.	.	PUNCT
cana-2645	256	1	ieee	ieee	NOUN
cana-2645	256	2	,	,	PUNCT
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cana-2645	256	4	.	.	PUNCT
cana-2645	257	1	[	[	X
cana-2645	257	2	14	14	NUM
cana-2645	257	3	]	]	X
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cana-2645	257	5	,	,	PUNCT
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cana-2645	257	7	,	,	PUNCT
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cana-2645	258	11	using	use	VERB
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cana-2645	259	8	and	and	CCONJ
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cana-2645	259	10	(	(	PUNCT
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cana-2645	259	12	)	)	PUNCT
cana-2645	259	13	.	.	PUNCT
cana-2645	260	1	ieee	ieee	NOUN
cana-2645	260	2	,	,	PUNCT
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cana-2645	261	3	]	]	X
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cana-2645	261	5	,	,	PUNCT
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cana-2645	262	8	about	about	ADP
cana-2645	262	9	their	their	PRON
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cana-2645	263	10	(	(	PUNCT
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cana-2645	263	12	)	)	PUNCT
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cana-2645	265	5	,	,	PUNCT
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cana-2645	265	8	,	,	PUNCT
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cana-2645	267	11	(	(	PUNCT
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cana-2645	267	14	.	.	PUNCT
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cana-2645	271	10	(	(	PUNCT
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cana-2645	271	12	)	)	PUNCT
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cana-2645	273	5	,	,	PUNCT
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cana-2645	273	7	,	,	PUNCT
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cana-2645	274	25	.	.	PUNCT
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cana-2645	275	2	:	:	PUNCT
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cana-2645	277	21	.	.	PUNCT
cana-2645	277	22	"	"	PUNCT
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cana-2645	278	2	du	du	PROPN
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cana-2645	278	7	)	)	PUNCT
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cana-2645	286	6	u	u	NOUN
cana-2645	286	7	-	-	NOUN
cana-2645	286	8	net	net	ADJ
cana-2645	286	9	for	for	ADP
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cana-2645	286	12	and	and	CCONJ
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cana-2645	286	22	"	"	PUNCT
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cana-2645	289	1	"	"	PUNCT
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cana-2645	289	14	networks	network	NOUN
cana-2645	289	15	to	to	PART
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cana-2645	289	18	attacks	attack	NOUN
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