id	sid	tid	token	lemma	pos
easat-5840	1	1	edelweiss	edelweiss	PROPN
easat-5840	1	2	applied	apply	VERB
easat-5840	1	3	science	science	NOUN
easat-5840	1	4	and	and	CCONJ
easat-5840	1	5	technology	technology	NOUN
easat-5840	1	6	issn	issn	PROPN
easat-5840	1	7	:	:	PUNCT
easat-5840	1	8	2576	2576	NUM
easat-5840	1	9	-	-	SYM
easat-5840	1	10	8484	8484	NUM
easat-5840	1	11	vol	vol	NOUN
easat-5840	1	12	.	.	PROPN
easat-5840	2	1	9	9	NUM
easat-5840	2	2	,	,	PUNCT
easat-5840	2	3	no	no	INTJ
easat-5840	2	4	.	.	NOUN
easat-5840	2	5	3	3	NUM
easat-5840	2	6	,	,	PUNCT
easat-5840	2	7	2531	2531	NUM
easat-5840	2	8	-	-	SYM
easat-5840	2	9	2542	2542	NUM
easat-5840	2	10	2025	2025	NUM
easat-5840	2	11	publisher	publisher	NOUN
easat-5840	2	12	:	:	PUNCT
easat-5840	2	13	learning	learn	VERB
easat-5840	2	14	gate	gate	NOUN
easat-5840	2	15	doi	doi	PROPN
easat-5840	2	16	:	:	PUNCT
easat-5840	2	17	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	2	18	©	©	PROPN
easat-5840	2	19	2025	2025	NUM
easat-5840	2	20	by	by	ADP
easat-5840	2	21	the	the	DET
easat-5840	2	22	authors	author	NOUN
easat-5840	2	23	;	;	PUNCT
easat-5840	2	24	licensee	licensee	PROPN
easat-5840	2	25	learning	learning	NOUN
easat-5840	2	26	gate	gate	NOUN
easat-5840	3	1	©	©	PROPN
easat-5840	3	2	2025	2025	NUM
easat-5840	3	3	by	by	ADP
easat-5840	3	4	the	the	DET
easat-5840	3	5	authors	author	NOUN
easat-5840	3	6	;	;	PUNCT
easat-5840	3	7	licensee	licensee	PROPN
easat-5840	3	8	learning	learning	NOUN
easat-5840	3	9	gate	gate	NOUN
easat-5840	3	10	history	history	NOUN
easat-5840	3	11	:	:	PUNCT
easat-5840	3	12	received	receive	VERB
easat-5840	3	13	:	:	PUNCT
easat-5840	3	14	23	23	NUM
easat-5840	3	15	january	january	NOUN
easat-5840	3	16	2025	2025	NUM
easat-5840	3	17	;	;	PUNCT
easat-5840	3	18	revised	revise	VERB
easat-5840	3	19	:	:	PUNCT
easat-5840	3	20	10	10	NUM
easat-5840	3	21	march	march	NOUN
easat-5840	3	22	2025	2025	NUM
easat-5840	3	23	;	;	PUNCT
easat-5840	3	24	accepted	accept	VERB
easat-5840	3	25	:	:	PUNCT
easat-5840	3	26	14	14	NUM
easat-5840	3	27	march	march	NOUN
easat-5840	3	28	2025	2025	NUM
easat-5840	3	29	;	;	PUNCT
easat-5840	3	30	published	publish	VERB
easat-5840	3	31	:	:	PUNCT
easat-5840	4	1	28	28	NUM
easat-5840	4	2	march	march	NOUN
easat-5840	4	3	2025	2025	NUM
easat-5840	4	4	*	*	PUNCT
easat-5840	4	5	correspondence	correspondence	NOUN
easat-5840	4	6	:	:	PUNCT
easat-5840	4	7	wisut.k@siu.ac.th	wisut.k@siu.ac.th	ADP
easat-5840	4	8	the	the	DET
easat-5840	4	9	use	use	NOUN
easat-5840	4	10	of	of	ADP
easat-5840	4	11	communication	communication	NOUN
easat-5840	4	12	platforms	platform	NOUN
easat-5840	4	13	and	and	CCONJ
easat-5840	4	14	cognitive	cognitive	ADJ
easat-5840	4	15	heuristics	heuristic	NOUN
easat-5840	4	16	in	in	ADP
easat-5840	4	17	political	political	ADJ
easat-5840	4	18	decision	decision	NOUN
easat-5840	4	19	making	making	NOUN
easat-5840	4	20	of	of	ADP
easat-5840	4	21	thailand	thailand	PROPN
easat-5840	4	22	novice	novice	PROPN
easat-5840	4	23	voters	voter	NOUN
easat-5840	4	24	wisut	wisut	ADJ
easat-5840	4	25	khunsiri1	khunsiri1	PROPN
easat-5840	4	26	*	*	PROPN
easat-5840	4	27	,	,	PUNCT
easat-5840	4	28	napapan	napapan	PROPN
easat-5840	4	29	pattanachatchai2	pattanachatchai2	PROPN
easat-5840	4	30	,	,	PUNCT
easat-5840	4	31	pastkorn	pastkorn	ADJ
easat-5840	4	32	nanthawatsiri3	nanthawatsiri3	NOUN
easat-5840	4	33	,	,	PUNCT
easat-5840	4	34	sumathee	sumathee	PROPN
easat-5840	4	35	thiamsakul4	thiamsakul4	PROPN
easat-5840	4	36	,	,	PUNCT
easat-5840	4	37	dungkamol	dungkamol	PROPN
easat-5840	4	38	intaratat5	intaratat5	PROPN
easat-5840	4	39	1academy	1academy	NUM
easat-5840	4	40	of	of	ADP
easat-5840	4	41	arts	art	NOUN
easat-5840	4	42	and	and	CCONJ
easat-5840	4	43	philosophy	philosophy	NOUN
easat-5840	4	44	,	,	PUNCT
easat-5840	4	45	shinawatra	shinawatra	PROPN
easat-5840	4	46	university	university	PROPN
easat-5840	4	47	,	,	PUNCT
easat-5840	4	48	thailand	thailand	PROPN
easat-5840	4	49	;	;	PUNCT
easat-5840	4	50	wisut.k@siu.ac.th	wisut.k@siu.ac.th	X
easat-5840	4	51	(	(	PUNCT
easat-5840	4	52	w.k	w.k	PROPN
easat-5840	4	53	.	.	PUNCT
easat-5840	4	54	)	)	PUNCT
easat-5840	4	55	.	.	PUNCT
easat-5840	5	1	2,4faculty	2,4faculty	NUM
easat-5840	5	2	of	of	ADP
easat-5840	5	3	management	management	NOUN
easat-5840	5	4	sciences	science	NOUN
easat-5840	5	5	,	,	PUNCT
easat-5840	5	6	surin	surin	PROPN
easat-5840	5	7	rajabhat	rajabhat	PROPN
easat-5840	5	8	university	university	PROPN
easat-5840	5	9	,	,	PUNCT
easat-5840	5	10	thailand	thailand	PROPN
easat-5840	5	11	.	.	PUNCT
easat-5840	6	1	3,5communication	3,5communication	NUM
easat-5840	6	2	innovation	innovation	NOUN
easat-5840	6	3	for	for	ADP
easat-5840	6	4	political	political	ADJ
easat-5840	6	5	and	and	CCONJ
easat-5840	6	6	local	local	ADJ
easat-5840	6	7	administration	administration	NOUN
easat-5840	6	8	,	,	PUNCT
easat-5840	6	9	sukhothai	sukhothai	PROPN
easat-5840	6	10	thammathirat	thammathirat	PROPN
easat-5840	6	11	university	university	PROPN
easat-5840	6	12	,	,	PUNCT
easat-5840	6	13	thailand	thailand	PROPN
easat-5840	6	14	.	.	PUNCT
easat-5840	7	1	abstract	abstract	PROPN
easat-5840	7	2	:	:	PUNCT
easat-5840	7	3	this	this	DET
easat-5840	7	4	study	study	NOUN
easat-5840	7	5	investigates	investigate	VERB
easat-5840	7	6	the	the	DET
easat-5840	7	7	role	role	NOUN
easat-5840	7	8	of	of	ADP
easat-5840	7	9	online	online	ADJ
easat-5840	7	10	media	medium	NOUN
easat-5840	7	11	in	in	ADP
easat-5840	7	12	shaping	shape	VERB
easat-5840	7	13	the	the	DET
easat-5840	7	14	political	political	ADJ
easat-5840	7	15	decision	decision	NOUN
easat-5840	7	16	-	-	PUNCT
easat-5840	7	17	making	make	VERB
easat-5840	7	18	process	process	NOUN
easat-5840	7	19	among	among	ADP
easat-5840	7	20	novice	novice	NOUN
easat-5840	7	21	voters	voter	NOUN
easat-5840	7	22	in	in	ADP
easat-5840	7	23	thailand	thailand	PROPN
easat-5840	7	24	,	,	PUNCT
easat-5840	7	25	particularly	particularly	ADV
easat-5840	7	26	generation	generation	NOUN
easat-5840	7	27	z.	z.	PROPN
easat-5840	7	28	given	give	VERB
easat-5840	7	29	the	the	DET
easat-5840	7	30	increasing	increase	VERB
easat-5840	7	31	reliance	reliance	NOUN
easat-5840	7	32	on	on	ADP
easat-5840	7	33	digital	digital	ADJ
easat-5840	7	34	platforms	platform	NOUN
easat-5840	7	35	,	,	PUNCT
easat-5840	7	36	understanding	understand	VERB
easat-5840	7	37	the	the	DET
easat-5840	7	38	factors	factor	NOUN
easat-5840	7	39	influencing	influence	VERB
easat-5840	7	40	their	their	PRON
easat-5840	7	41	political	political	ADJ
easat-5840	7	42	perceptions	perception	NOUN
easat-5840	7	43	and	and	CCONJ
easat-5840	7	44	party	party	NOUN
easat-5840	7	45	loyalty	loyalty	NOUN
easat-5840	7	46	is	be	AUX
easat-5840	7	47	crucial	crucial	ADJ
easat-5840	7	48	.	.	PUNCT
easat-5840	8	1	the	the	DET
easat-5840	8	2	study	study	NOUN
easat-5840	8	3	aims	aim	VERB
easat-5840	8	4	to	to	AUX
easat-5840	8	5	(	(	PUNCT
easat-5840	8	6	1	1	X
easat-5840	8	7	)	)	PUNCT
easat-5840	8	8	examine	examine	VERB
easat-5840	8	9	the	the	DET
easat-5840	8	10	most	most	ADV
easat-5840	8	11	influential	influential	ADJ
easat-5840	8	12	political	political	ADJ
easat-5840	8	13	communication	communication	NOUN
easat-5840	8	14	platforms	platform	NOUN
easat-5840	8	15	among	among	ADP
easat-5840	8	16	eligible	eligible	ADJ
easat-5840	8	17	voters	voter	NOUN
easat-5840	8	18	,	,	PUNCT
easat-5840	8	19	(	(	PUNCT
easat-5840	8	20	2	2	X
easat-5840	8	21	)	)	PUNCT
easat-5840	8	22	identify	identify	VERB
easat-5840	8	23	key	key	ADJ
easat-5840	8	24	political	political	ADJ
easat-5840	8	25	information	information	NOUN
easat-5840	8	26	that	that	PRON
easat-5840	8	27	voters	voter	NOUN
easat-5840	8	28	retain	retain	VERB
easat-5840	8	29	,	,	PUNCT
easat-5840	8	30	(	(	PUNCT
easat-5840	8	31	3	3	X
easat-5840	8	32	)	)	PUNCT
easat-5840	8	33	analyze	analyze	VERB
easat-5840	8	34	decision	decision	NOUN
easat-5840	8	35	-	-	PUNCT
easat-5840	8	36	making	make	VERB
easat-5840	8	37	processes	process	NOUN
easat-5840	8	38	in	in	ADP
easat-5840	8	39	selecting	select	VERB
easat-5840	8	40	political	political	ADJ
easat-5840	8	41	representatives	representative	NOUN
easat-5840	8	42	,	,	PUNCT
easat-5840	8	43	and	and	CCONJ
easat-5840	8	44	(	(	PUNCT
easat-5840	8	45	4	4	X
easat-5840	8	46	)	)	PUNCT
easat-5840	8	47	explore	explore	VERB
easat-5840	8	48	factors	factor	NOUN
easat-5840	8	49	contributing	contribute	VERB
easat-5840	8	50	to	to	AUX
easat-5840	8	51	novice	novice	NOUN
easat-5840	8	52	voter	voter	NOUN
easat-5840	8	53	loyalty	loyalty	NOUN
easat-5840	8	54	.	.	PUNCT
easat-5840	9	1	employing	employ	VERB
easat-5840	9	2	a	a	DET
easat-5840	9	3	mixed	mixed	ADJ
easat-5840	9	4	-	-	PUNCT
easat-5840	9	5	methods	method	NOUN
easat-5840	9	6	approach	approach	NOUN
easat-5840	9	7	,	,	PUNCT
easat-5840	9	8	data	datum	NOUN
easat-5840	9	9	were	be	AUX
easat-5840	9	10	collected	collect	VERB
easat-5840	9	11	from	from	ADP
easat-5840	9	12	generation	generation	NOUN
easat-5840	9	13	z	z	PROPN
easat-5840	9	14	university	university	NOUN
easat-5840	9	15	students	student	NOUN
easat-5840	9	16	across	across	ADP
easat-5840	9	17	thailand	thailand	PROPN
easat-5840	9	18	(	(	PUNCT
easat-5840	9	19	excluding	exclude	VERB
easat-5840	9	20	the	the	DET
easat-5840	9	21	southern	southern	ADJ
easat-5840	9	22	region	region	NOUN
easat-5840	9	23	)	)	PUNCT
easat-5840	9	24	through	through	ADP
easat-5840	9	25	online	online	ADJ
easat-5840	9	26	questionnaires	questionnaire	NOUN
easat-5840	9	27	.	.	PUNCT
easat-5840	10	1	findings	finding	NOUN
easat-5840	10	2	indicate	indicate	VERB
easat-5840	10	3	that	that	SCONJ
easat-5840	10	4	social	social	ADJ
easat-5840	10	5	media	medium	NOUN
easat-5840	10	6	platforms	platform	NOUN
easat-5840	10	7	,	,	PUNCT
easat-5840	10	8	particularly	particularly	ADV
easat-5840	10	9	facebook	facebook	NOUN
easat-5840	10	10	,	,	PUNCT
easat-5840	10	11	tiktok	tiktok	NOUN
easat-5840	10	12	,	,	PUNCT
easat-5840	10	13	x	x	NOUN
easat-5840	10	14	,	,	PUNCT
easat-5840	10	15	and	and	CCONJ
easat-5840	10	16	youtube	youtube	NOUN
easat-5840	10	17	,	,	PUNCT
easat-5840	10	18	play	play	VERB
easat-5840	10	19	a	a	DET
easat-5840	10	20	dominant	dominant	ADJ
easat-5840	10	21	role	role	NOUN
easat-5840	10	22	in	in	ADP
easat-5840	10	23	political	political	ADJ
easat-5840	10	24	information	information	NOUN
easat-5840	10	25	dissemination	dissemination	NOUN
easat-5840	10	26	.	.	PUNCT
easat-5840	11	1	novice	novice	NOUN
easat-5840	11	2	voters	voter	NOUN
easat-5840	11	3	exhibit	exhibit	VERB
easat-5840	11	4	limited	limited	ADJ
easat-5840	11	5	political	political	ADJ
easat-5840	11	6	knowledge	knowledge	NOUN
easat-5840	11	7	but	but	CCONJ
easat-5840	11	8	rely	rely	VERB
easat-5840	11	9	on	on	ADP
easat-5840	11	10	cognitive	cognitive	ADJ
easat-5840	11	11	heuristics	heuristic	NOUN
easat-5840	11	12	,	,	PUNCT
easat-5840	11	13	such	such	ADJ
easat-5840	11	14	as	as	ADP
easat-5840	11	15	party	party	NOUN
easat-5840	11	16	imagery	imagery	NOUN
easat-5840	11	17	,	,	PUNCT
easat-5840	11	18	influencer	influencer	NOUN
easat-5840	11	19	endorsements	endorsement	NOUN
easat-5840	11	20	,	,	PUNCT
easat-5840	11	21	and	and	CCONJ
easat-5840	11	22	polling	polling	NOUN
easat-5840	11	23	trends	trend	NOUN
easat-5840	11	24	,	,	PUNCT
easat-5840	11	25	to	to	PART
easat-5840	11	26	form	form	VERB
easat-5840	11	27	opinions	opinion	NOUN
easat-5840	11	28	.	.	PUNCT
easat-5840	12	1	moreover	moreover	ADV
easat-5840	12	2	,	,	PUNCT
easat-5840	12	3	emotional	emotional	ADJ
easat-5840	12	4	attachment	attachment	NOUN
easat-5840	12	5	significantly	significantly	ADV
easat-5840	12	6	outweighs	outweigh	VERB
easat-5840	12	7	rational	rational	ADJ
easat-5840	12	8	analysis	analysis	NOUN
easat-5840	12	9	in	in	ADP
easat-5840	12	10	their	their	PRON
easat-5840	12	11	decisionmaking	decisionmaking	NOUN
easat-5840	12	12	,	,	PUNCT
easat-5840	12	13	leading	lead	VERB
easat-5840	12	14	to	to	ADP
easat-5840	12	15	sustained	sustained	ADJ
easat-5840	12	16	party	party	NOUN
easat-5840	12	17	loyalty	loyalty	NOUN
easat-5840	12	18	even	even	ADV
easat-5840	12	19	in	in	ADP
easat-5840	12	20	the	the	DET
easat-5840	12	21	face	face	NOUN
easat-5840	12	22	of	of	ADP
easat-5840	12	23	ethical	ethical	ADJ
easat-5840	12	24	or	or	CCONJ
easat-5840	12	25	legal	legal	ADJ
easat-5840	12	26	controversies	controversy	NOUN
easat-5840	12	27	.	.	PUNCT
easat-5840	13	1	the	the	DET
easat-5840	13	2	study	study	NOUN
easat-5840	13	3	underscores	underscore	VERB
easat-5840	13	4	the	the	DET
easat-5840	13	5	need	need	NOUN
easat-5840	13	6	for	for	ADP
easat-5840	13	7	enhanced	enhanced	ADJ
easat-5840	13	8	media	medium	NOUN
easat-5840	13	9	literacy	literacy	NOUN
easat-5840	13	10	education	education	NOUN
easat-5840	13	11	to	to	PART
easat-5840	13	12	equip	equip	VERB
easat-5840	13	13	young	young	ADJ
easat-5840	13	14	voters	voter	NOUN
easat-5840	13	15	with	with	ADP
easat-5840	13	16	critical	critical	ADJ
easat-5840	13	17	thinking	thinking	NOUN
easat-5840	13	18	skills	skill	NOUN
easat-5840	13	19	for	for	ADP
easat-5840	13	20	political	political	ADJ
easat-5840	13	21	information	information	NOUN
easat-5840	13	22	assessment	assessment	NOUN
easat-5840	13	23	.	.	PUNCT
easat-5840	14	1	parents	parent	NOUN
easat-5840	14	2	and	and	CCONJ
easat-5840	14	3	educators	educator	NOUN
easat-5840	14	4	should	should	AUX
easat-5840	14	5	promote	promote	VERB
easat-5840	14	6	digital	digital	ADJ
easat-5840	14	7	literacy	literacy	NOUN
easat-5840	14	8	,	,	PUNCT
easat-5840	14	9	factchecking	factchecking	NOUN
easat-5840	14	10	,	,	PUNCT
easat-5840	14	11	and	and	CCONJ
easat-5840	14	12	rational	rational	ADJ
easat-5840	14	13	decision	decision	NOUN
easat-5840	14	14	-	-	PUNCT
easat-5840	14	15	making	making	NOUN
easat-5840	14	16	to	to	PART
easat-5840	14	17	counter	counter	VERB
easat-5840	14	18	misinformation	misinformation	NOUN
easat-5840	14	19	.	.	PUNCT
easat-5840	15	1	these	these	DET
easat-5840	15	2	findings	finding	NOUN
easat-5840	15	3	contribute	contribute	VERB
easat-5840	15	4	to	to	ADP
easat-5840	15	5	a	a	DET
easat-5840	15	6	deeper	deep	ADJ
easat-5840	15	7	understanding	understanding	NOUN
easat-5840	15	8	of	of	ADP
easat-5840	15	9	youth	youth	NOUN
easat-5840	15	10	political	political	ADJ
easat-5840	15	11	engagement	engagement	NOUN
easat-5840	15	12	and	and	CCONJ
easat-5840	15	13	offer	offer	VERB
easat-5840	15	14	insights	insight	NOUN
easat-5840	15	15	for	for	ADP
easat-5840	15	16	policymakers	policymaker	NOUN
easat-5840	15	17	in	in	ADP
easat-5840	15	18	refining	refine	VERB
easat-5840	15	19	communication	communication	NOUN
easat-5840	15	20	strategies	strategy	NOUN
easat-5840	15	21	in	in	ADP
easat-5840	15	22	the	the	DET
easat-5840	15	23	digital	digital	ADJ
easat-5840	15	24	era	era	NOUN
easat-5840	15	25	.	.	PUNCT
easat-5840	16	1	keywords	keyword	NOUN
easat-5840	16	2	:	:	PUNCT
easat-5840	16	3	cognitive	cognitive	ADJ
easat-5840	16	4	heuristics	heuristic	NOUN
easat-5840	16	5	,	,	PUNCT
easat-5840	16	6	generation	generation	NOUN
easat-5840	16	7	z	z	NOUN
easat-5840	16	8	,	,	PUNCT
easat-5840	16	9	online	online	ADJ
easat-5840	16	10	media	medium	NOUN
easat-5840	16	11	,	,	PUNCT
easat-5840	16	12	party	party	NOUN
easat-5840	16	13	loyalty	loyalty	NOUN
easat-5840	16	14	,	,	PUNCT
easat-5840	16	15	political	political	ADJ
easat-5840	16	16	communication	communication	NOUN
easat-5840	16	17	,	,	PUNCT
easat-5840	16	18	thailand	thailand	PROPN
easat-5840	16	19	.	.	PROPN
easat-5840	17	1	1	1	X
easat-5840	17	2	.	.	X
easat-5840	17	3	introduction	introduction	NOUN
easat-5840	17	4	since	since	SCONJ
easat-5840	17	5	2017	2017	NUM
easat-5840	17	6	,	,	PUNCT
easat-5840	17	7	thai	thai	NOUN
easat-5840	17	8	politics	politic	NOUN
easat-5840	17	9	has	have	AUX
easat-5840	17	10	witnessed	witness	VERB
easat-5840	17	11	several	several	ADJ
easat-5840	17	12	intriguing	intriguing	ADJ
easat-5840	17	13	events	event	NOUN
easat-5840	17	14	.	.	PUNCT
easat-5840	18	1	one	one	NUM
easat-5840	18	2	of	of	ADP
easat-5840	18	3	the	the	DET
easat-5840	18	4	most	most	ADV
easat-5840	18	5	significant	significant	ADJ
easat-5840	18	6	events	event	NOUN
easat-5840	18	7	was	be	AUX
easat-5840	18	8	the	the	DET
easat-5840	18	9	rise	rise	NOUN
easat-5840	18	10	and	and	CCONJ
easat-5840	18	11	dissolution	dissolution	NOUN
easat-5840	18	12	of	of	ADP
easat-5840	18	13	the	the	DET
easat-5840	18	14	future	future	ADJ
easat-5840	18	15	forward	forward	ADJ
easat-5840	18	16	party	party	NOUN
easat-5840	18	17	.	.	PUNCT
easat-5840	19	1	the	the	DET
easat-5840	19	2	future	future	ADJ
easat-5840	19	3	forward	forward	ADJ
easat-5840	19	4	party	party	NOUN
easat-5840	19	5	,	,	PUNCT
easat-5840	19	6	established	establish	VERB
easat-5840	19	7	in	in	ADP
easat-5840	19	8	2018	2018	NUM
easat-5840	19	9	,	,	PUNCT
easat-5840	19	10	garnered	garnered	VERB
easat-5840	19	11	considerable	considerable	ADJ
easat-5840	19	12	public	public	ADJ
easat-5840	19	13	attention	attention	NOUN
easat-5840	19	14	.	.	PUNCT
easat-5840	20	1	in	in	ADP
easat-5840	20	2	the	the	DET
easat-5840	20	3	general	general	ADJ
easat-5840	20	4	election	election	NOUN
easat-5840	20	5	during	during	ADP
easat-5840	20	6	2019	2019	NUM
easat-5840	20	7	,	,	PUNCT
easat-5840	20	8	the	the	DET
easat-5840	20	9	future	future	ADJ
easat-5840	20	10	forward	forward	ADJ
easat-5840	20	11	party	party	PROPN
easat-5840	20	12	received	receive	VERB
easat-5840	20	13	6,330,617	6,330,617	NUM
easat-5840	20	14	votes	vote	NOUN
easat-5840	20	15	,	,	PUNCT
easat-5840	20	16	accounting	account	VERB
easat-5840	20	17	for	for	ADP
easat-5840	20	18	17.79	17.79	NUM
easat-5840	20	19	%	%	NOUN
easat-5840	20	20	of	of	ADP
easat-5840	20	21	the	the	DET
easat-5840	20	22	total	total	ADJ
easat-5840	20	23	votes	vote	NOUN
easat-5840	20	24	cast	cast	VERB
easat-5840	20	25	,	,	PUNCT
easat-5840	20	26	resulting	result	VERB
easat-5840	20	27	in	in	ADP
easat-5840	20	28	81	81	NUM
easat-5840	20	29	seats	seat	NOUN
easat-5840	20	30	in	in	ADP
easat-5840	20	31	the	the	DET
easat-5840	20	32	house	house	NOUN
easat-5840	20	33	of	of	ADP
easat-5840	20	34	representatives	representatives	PROPN
easat-5840	20	35	.	.	PUNCT
easat-5840	21	1	this	this	DET
easat-5840	21	2	rapid	rapid	ADJ
easat-5840	21	3	growth	growth	NOUN
easat-5840	21	4	made	make	VERB
easat-5840	21	5	the	the	DET
easat-5840	21	6	party	party	NOUN
easat-5840	21	7	a	a	DET
easat-5840	21	8	significant	significant	ADJ
easat-5840	21	9	political	political	ADJ
easat-5840	21	10	force	force	NOUN
easat-5840	21	11	[	[	X
easat-5840	21	12	1	1	NUM
easat-5840	21	13	]	]	PUNCT
easat-5840	21	14	.	.	PUNCT
easat-5840	22	1	however	however	ADV
easat-5840	22	2	,	,	PUNCT
easat-5840	22	3	in	in	ADP
easat-5840	22	4	february	february	PROPN
easat-5840	22	5	2020	2020	NUM
easat-5840	22	6	,	,	PUNCT
easat-5840	22	7	the	the	DET
easat-5840	22	8	constitutional	constitutional	ADJ
easat-5840	22	9	court	court	NOUN
easat-5840	22	10	ordered	order	VERB
easat-5840	22	11	the	the	DET
easat-5840	22	12	dissolution	dissolution	NOUN
easat-5840	22	13	of	of	ADP
easat-5840	22	14	the	the	DET
easat-5840	22	15	future	future	ADJ
easat-5840	22	16	forward	forward	ADJ
easat-5840	22	17	party	party	NOUN
easat-5840	22	18	due	due	ADP
easat-5840	22	19	to	to	ADP
easat-5840	22	20	violations	violation	NOUN
easat-5840	22	21	of	of	ADP
easat-5840	22	22	election	election	NOUN
easat-5840	22	23	laws	law	NOUN
easat-5840	22	24	.	.	PUNCT
easat-5840	23	1	despite	despite	SCONJ
easat-5840	23	2	this	this	PRON
easat-5840	23	3	,	,	PUNCT
easat-5840	23	4	the	the	DET
easat-5840	23	5	move	move	NOUN
easat-5840	23	6	forward	forward	ADV
easat-5840	23	7	party	party	NOUN
easat-5840	23	8	,	,	PUNCT
easat-5840	23	9	which	which	PRON
easat-5840	23	10	inherited	inherit	VERB
easat-5840	23	11	the	the	DET
easat-5840	23	12	personnel	personnel	NOUN
easat-5840	23	13	and	and	CCONJ
easat-5840	23	14	ideology	ideology	NOUN
easat-5840	23	15	of	of	ADP
easat-5840	23	16	the	the	DET
easat-5840	23	17	future	future	ADJ
easat-5840	23	18	forward	forward	ADJ
easat-5840	23	19	party	party	NOUN
easat-5840	23	20	,	,	PUNCT
easat-5840	23	21	gained	gain	VERB
easat-5840	23	22	even	even	ADV
easat-5840	23	23	more	more	ADJ
easat-5840	23	24	support	support	NOUN
easat-5840	23	25	.	.	PUNCT
easat-5840	24	1	in	in	ADP
easat-5840	24	2	the	the	DET
easat-5840	24	3	subsequent	subsequent	ADJ
easat-5840	24	4	2023	2023	NUM
easat-5840	24	5	election	election	NOUN
easat-5840	24	6	,	,	PUNCT
easat-5840	24	7	itthiporn	itthiporn	ADJ
easat-5840	24	8	boonprakong	boonprakong	NOUN
easat-5840	24	9	,	,	PUNCT
easat-5840	24	10	chairman	chairman	NOUN
easat-5840	24	11	of	of	ADP
easat-5840	24	12	the	the	DET
easat-5840	24	13	election	election	NOUN
easat-5840	24	14	commission	commission	PROPN
easat-5840	24	15	of	of	ADP
easat-5840	24	16	thailand	thailand	PROPN
easat-5840	24	17	(	(	PUNCT
easat-5840	24	18	ect	ect	PROPN
easat-5840	24	19	)	)	PUNCT
easat-5840	24	20	,	,	PUNCT
easat-5840	24	21	reported	report	VERB
easat-5840	24	22	that	that	SCONJ
easat-5840	24	23	39,293,867	39,293,867	NUM
easat-5840	24	24	people	people	NOUN
easat-5840	24	25	exercised	exercise	VERB
easat-5840	24	26	their	their	PRON
easat-5840	24	27	voting	voting	NOUN
easat-5840	24	28	rights	right	NOUN
easat-5840	24	29	,	,	PUNCT
easat-5840	24	30	representing	represent	VERB
easat-5840	24	31	75.22	75.22	NUM
easat-5840	24	32	%	%	NOUN
easat-5840	24	33	of	of	ADP
easat-5840	24	34	the	the	DET
easat-5840	24	35	total	total	ADJ
easat-5840	24	36	eligible	eligible	ADJ
easat-5840	24	37	voters	voter	NOUN
easat-5840	24	38	in	in	ADP
easat-5840	24	39	the	the	DET
easat-5840	24	40	country	country	NOUN
easat-5840	24	41	,	,	PUNCT
easat-5840	24	42	which	which	PRON
easat-5840	24	43	exceeds	exceed	VERB
easat-5840	24	44	52	52	NUM
easat-5840	24	45	million	million	NUM
easat-5840	24	46	people	people	NOUN
easat-5840	24	47	.	.	PUNCT
easat-5840	25	1	the	the	DET
easat-5840	25	2	move	move	NOUN
easat-5840	25	3	forward	forward	ADV
easat-5840	25	4	party	party	PROPN
easat-5840	25	5	received	receive	VERB
easat-5840	25	6	14,255,539	14,255,539	NUM
easat-5840	25	7	votes	vote	NOUN
easat-5840	25	8	,	,	PUNCT
easat-5840	25	9	2532	2532	NUM
easat-5840	25	10	edelweiss	edelweiss	PROPN
easat-5840	25	11	applied	apply	VERB
easat-5840	25	12	science	science	NOUN
easat-5840	25	13	and	and	CCONJ
easat-5840	25	14	technology	technology	NOUN
easat-5840	25	15	issn	issn	PROPN
easat-5840	25	16	:	:	PUNCT
easat-5840	25	17	2576	2576	NUM
easat-5840	25	18	-	-	SYM
easat-5840	25	19	8484	8484	NUM
easat-5840	25	20	vol	vol	NOUN
easat-5840	25	21	.	.	PROPN
easat-5840	26	1	9	9	NUM
easat-5840	26	2	,	,	PUNCT
easat-5840	26	3	no	no	INTJ
easat-5840	26	4	.	.	NOUN
easat-5840	27	1	3	3	NUM
easat-5840	27	2	:	:	PUNCT
easat-5840	27	3	2531	2531	NUM
easat-5840	27	4	-	-	SYM
easat-5840	27	5	2542	2542	NUM
easat-5840	27	6	,	,	PUNCT
easat-5840	27	7	2025	2025	NUM
easat-5840	27	8	doi	doi	NOUN
easat-5840	27	9	:	:	PUNCT
easat-5840	27	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	27	11	©	©	PROPN
easat-5840	27	12	2025	2025	NUM
easat-5840	27	13	by	by	ADP
easat-5840	27	14	the	the	DET
easat-5840	27	15	authors	author	NOUN
easat-5840	27	16	;	;	PUNCT
easat-5840	28	1	licensee	licensee	PROPN
easat-5840	28	2	learning	learn	VERB
easat-5840	28	3	gate	gate	NOUN
easat-5840	28	4	accounting	account	VERB
easat-5840	28	5	for	for	ADP
easat-5840	28	6	42.50	42.50	NUM
easat-5840	28	7	%	%	NOUN
easat-5840	28	8	of	of	ADP
easat-5840	28	9	the	the	DET
easat-5840	28	10	total	total	ADJ
easat-5840	28	11	votes	vote	NOUN
easat-5840	28	12	cast	cast	VERB
easat-5840	28	13	,	,	PUNCT
easat-5840	28	14	and	and	CCONJ
easat-5840	28	15	secured	secure	VERB
easat-5840	28	16	151	151	NUM
easat-5840	28	17	seats	seat	NOUN
easat-5840	28	18	in	in	ADP
easat-5840	28	19	the	the	DET
easat-5840	28	20	house	house	NOUN
easat-5840	28	21	of	of	ADP
easat-5840	28	22	representatives	representative	NOUN
easat-5840	28	23	[	[	X
easat-5840	28	24	1	1	NUM
easat-5840	28	25	]	]	PUNCT
easat-5840	28	26	.	.	PUNCT
easat-5840	29	1	the	the	DET
easat-5840	29	2	party	party	NOUN
easat-5840	29	3	can	can	AUX
easat-5840	29	4	form	form	VERB
easat-5840	29	5	a	a	DET
easat-5840	29	6	government	government	NOUN
easat-5840	29	7	with	with	ADP
easat-5840	29	8	support	support	NOUN
easat-5840	29	9	if	if	SCONJ
easat-5840	29	10	it	it	PRON
easat-5840	29	11	avoids	avoid	VERB
easat-5840	29	12	sensitive	sensitive	ADJ
easat-5840	29	13	issues	issue	NOUN
easat-5840	29	14	.	.	PUNCT
easat-5840	30	1	the	the	DET
easat-5840	30	2	2023	2023	NUM
easat-5840	30	3	election	election	NOUN
easat-5840	30	4	saw	see	VERB
easat-5840	30	5	the	the	DET
easat-5840	30	6	move	move	NOUN
easat-5840	30	7	forward	forward	ADV
easat-5840	30	8	party	party	NOUN
easat-5840	30	9	emerge	emerge	VERB
easat-5840	30	10	as	as	ADP
easat-5840	30	11	the	the	DET
easat-5840	30	12	political	political	ADJ
easat-5840	30	13	party	party	NOUN
easat-5840	30	14	with	with	ADP
easat-5840	30	15	the	the	DET
easat-5840	30	16	most	most	ADJ
easat-5840	30	17	mps	mp	NOUN
easat-5840	30	18	.	.	PUNCT
easat-5840	31	1	however	however	ADV
easat-5840	31	2	,	,	PUNCT
easat-5840	31	3	it	it	PRON
easat-5840	31	4	is	be	AUX
easat-5840	31	5	also	also	ADV
easat-5840	31	6	a	a	DET
easat-5840	31	7	party	party	NOUN
easat-5840	31	8	whose	whose	DET
easat-5840	31	9	members	member	NOUN
easat-5840	31	10	have	have	AUX
easat-5840	31	11	committed	commit	VERB
easat-5840	31	12	ethical	ethical	ADJ
easat-5840	31	13	and	and	CCONJ
easat-5840	31	14	legal	legal	ADJ
easat-5840	31	15	violations	violation	NOUN
easat-5840	31	16	[	[	X
easat-5840	31	17	2	2	NUM
easat-5840	31	18	]	]	PUNCT
easat-5840	31	19	including	include	VERB
easat-5840	31	20	sexual	sexual	ADJ
easat-5840	31	21	harassment	harassment	NOUN
easat-5840	31	22	by	by	ADP
easat-5840	31	23	mps	mps	PROPN
easat-5840	31	24	[	[	X
easat-5840	31	25	3	3	NUM
easat-5840	31	26	]	]	PUNCT
easat-5840	31	27	.	.	PUNCT
easat-5840	32	1	this	this	PRON
easat-5840	32	2	has	have	AUX
easat-5840	32	3	resulted	result	VERB
easat-5840	32	4	in	in	ADP
easat-5840	32	5	the	the	DET
easat-5840	32	6	party	party	NOUN
easat-5840	32	7	's	's	PART
easat-5840	32	8	reputation	reputation	NOUN
easat-5840	32	9	being	be	AUX
easat-5840	32	10	continually	continually	ADV
easat-5840	32	11	tarnished	tarnish	VERB
easat-5840	32	12	,	,	PUNCT
easat-5840	32	13	yet	yet	CCONJ
easat-5840	32	14	it	it	PRON
easat-5840	32	15	continues	continue	VERB
easat-5840	32	16	to	to	PART
easat-5840	32	17	receive	receive	VERB
easat-5840	32	18	growing	grow	VERB
easat-5840	32	19	support	support	NOUN
easat-5840	32	20	.	.	PUNCT
easat-5840	33	1	a	a	DET
easat-5840	33	2	comparison	comparison	NOUN
easat-5840	33	3	of	of	ADP
easat-5840	33	4	the	the	DET
easat-5840	33	5	2023	2023	NUM
easat-5840	33	6	election	election	NOUN
easat-5840	33	7	statistics	statistic	NOUN
easat-5840	33	8	with	with	ADP
easat-5840	33	9	those	those	PRON
easat-5840	33	10	of	of	ADP
easat-5840	33	11	2019	2019	NUM
easat-5840	33	12	shows	show	VERB
easat-5840	33	13	an	an	DET
easat-5840	33	14	increase	increase	NOUN
easat-5840	33	15	of	of	ADP
easat-5840	33	16	nearly	nearly	ADV
easat-5840	33	17	8	8	NUM
easat-5840	33	18	million	million	NUM
easat-5840	33	19	supporters	supporter	NOUN
easat-5840	33	20	.	.	PUNCT
easat-5840	34	1	additionally	additionally	ADV
easat-5840	34	2	,	,	PUNCT
easat-5840	34	3	quarterly	quarterly	ADJ
easat-5840	34	4	political	political	ADJ
easat-5840	34	5	popularity	popularity	NOUN
easat-5840	34	6	surveys	survey	NOUN
easat-5840	34	7	for	for	ADP
easat-5840	34	8	the	the	DET
easat-5840	34	9	first	first	ADJ
easat-5840	34	10	quarter	quarter	NOUN
easat-5840	34	11	of	of	ADP
easat-5840	34	12	2024	2024	NUM
easat-5840	34	13	by	by	ADP
easat-5840	34	14	nida	nida	PROPN
easat-5840	34	15	poll	poll	PROPN
easat-5840	34	16	,	,	PUNCT
easat-5840	34	17	conducted	conduct	VERB
easat-5840	34	18	by	by	ADP
easat-5840	34	19	the	the	DET
easat-5840	34	20	national	national	PROPN
easat-5840	34	21	institute	institute	PROPN
easat-5840	34	22	of	of	ADP
easat-5840	34	23	development	development	PROPN
easat-5840	34	24	administration	administration	PROPN
easat-5840	34	25	,	,	PUNCT
easat-5840	34	26	revealed	reveal	VERB
easat-5840	34	27	that	that	SCONJ
easat-5840	34	28	48.45	48.45	NUM
easat-5840	34	29	%	%	NOUN
easat-5840	34	30	of	of	ADP
easat-5840	34	31	the	the	DET
easat-5840	34	32	respondents	respondent	NOUN
easat-5840	34	33	would	would	AUX
easat-5840	34	34	support	support	VERB
easat-5840	34	35	the	the	DET
easat-5840	34	36	move	move	NOUN
easat-5840	34	37	forward	forward	ADV
easat-5840	34	38	party	party	NOUN
easat-5840	34	39	if	if	SCONJ
easat-5840	34	40	an	an	DET
easat-5840	34	41	election	election	NOUN
easat-5840	34	42	were	be	AUX
easat-5840	34	43	held	hold	VERB
easat-5840	34	44	today	today	NOUN
easat-5840	34	45	.	.	PUNCT
easat-5840	35	1	the	the	DET
easat-5840	35	2	results	result	NOUN
easat-5840	35	3	show	show	VERB
easat-5840	35	4	that	that	SCONJ
easat-5840	35	5	the	the	DET
easat-5840	35	6	move	move	NOUN
easat-5840	35	7	forward	forward	ADV
easat-5840	35	8	party	party	PROPN
easat-5840	35	9	is	be	AUX
easat-5840	35	10	a	a	DET
easat-5840	35	11	significant	significant	ADJ
easat-5840	35	12	political	political	ADJ
easat-5840	35	13	phenomenon	phenomenon	NOUN
easat-5840	35	14	,	,	PUNCT
easat-5840	35	15	raising	raise	VERB
easat-5840	35	16	questions	question	NOUN
easat-5840	35	17	about	about	ADP
easat-5840	35	18	the	the	DET
easat-5840	35	19	factors	factor	NOUN
easat-5840	35	20	contributing	contribute	VERB
easat-5840	35	21	to	to	ADP
easat-5840	35	22	the	the	DET
easat-5840	35	23	increased	increase	VERB
easat-5840	35	24	loyalty	loyalty	NOUN
easat-5840	35	25	and	and	CCONJ
easat-5840	35	26	support	support	NOUN
easat-5840	35	27	of	of	ADP
easat-5840	35	28	voters	voter	NOUN
easat-5840	35	29	.	.	PUNCT
easat-5840	36	1	nevertheless	nevertheless	ADV
easat-5840	36	2	,	,	PUNCT
easat-5840	36	3	just	just	ADV
easat-5840	36	4	over	over	ADP
easat-5840	36	5	a	a	PRON
easat-5840	36	6	year	year	NOUN
easat-5840	36	7	later	later	ADV
easat-5840	36	8	,	,	PUNCT
easat-5840	36	9	on	on	ADP
easat-5840	36	10	august	august	PROPN
easat-5840	36	11	7	7	NUM
easat-5840	36	12	,	,	PUNCT
easat-5840	36	13	2024	2024	NUM
easat-5840	36	14	,	,	PUNCT
easat-5840	36	15	the	the	DET
easat-5840	36	16	constitutional	constitutional	ADJ
easat-5840	36	17	court	court	NOUN
easat-5840	36	18	voted	vote	VERB
easat-5840	36	19	to	to	PART
easat-5840	36	20	dissolve	dissolve	VERB
easat-5840	36	21	the	the	DET
easat-5840	36	22	move	move	NOUN
easat-5840	36	23	forward	forward	ADP
easat-5840	36	24	party	party	NOUN
easat-5840	36	25	.	.	PUNCT
easat-5840	37	1	the	the	DET
easat-5840	37	2	court	court	NOUN
easat-5840	37	3	cited	cite	VERB
easat-5840	37	4	that	that	SCONJ
easat-5840	37	5	the	the	DET
easat-5840	37	6	party	party	NOUN
easat-5840	37	7	and	and	CCONJ
easat-5840	37	8	its	its	PRON
easat-5840	37	9	mps	mp	NOUN
easat-5840	37	10	have	have	AUX
easat-5840	37	11	expressed	express	VERB
easat-5840	37	12	opinions	opinion	NOUN
easat-5840	37	13	advocating	advocate	VERB
easat-5840	37	14	for	for	ADP
easat-5840	37	15	the	the	DET
easat-5840	37	16	amendment	amendment	NOUN
easat-5840	37	17	or	or	CCONJ
easat-5840	37	18	repeal	repeal	NOUN
easat-5840	37	19	of	of	ADP
easat-5840	37	20	section	section	NOUN
easat-5840	37	21	112	112	NUM
easat-5840	37	22	through	through	ADP
easat-5840	37	23	political	political	ADJ
easat-5840	37	24	activities	activity	NOUN
easat-5840	37	25	and	and	CCONJ
easat-5840	37	26	social	social	ADJ
easat-5840	37	27	media	medium	NOUN
easat-5840	37	28	platforms	platform	NOUN
easat-5840	37	29	on	on	ADP
easat-5840	37	30	several	several	ADJ
easat-5840	37	31	occasions	occasion	NOUN
easat-5840	37	32	.	.	PUNCT
easat-5840	38	1	the	the	DET
easat-5840	38	2	judges	judge	NOUN
easat-5840	38	3	unanimously	unanimously	ADV
easat-5840	38	4	voted	vote	VERB
easat-5840	38	5	to	to	PART
easat-5840	38	6	dissolve	dissolve	VERB
easat-5840	38	7	the	the	DET
easat-5840	38	8	move	move	NOUN
easat-5840	38	9	forward	forward	ADV
easat-5840	38	10	party	party	PROPN
easat-5840	38	11	under	under	ADP
easat-5840	38	12	section	section	NOUN
easat-5840	38	13	92(1	92(1	NOUN
easat-5840	38	14	)	)	PUNCT
easat-5840	38	15	of	of	ADP
easat-5840	38	16	the	the	DET
easat-5840	38	17	political	political	ADJ
easat-5840	38	18	parties	party	NOUN
easat-5840	38	19	act	act	VERB
easat-5840	38	20	for	for	ADP
easat-5840	38	21	attempting	attempt	VERB
easat-5840	38	22	to	to	PART
easat-5840	38	23	overthrow	overthrow	VERB
easat-5840	38	24	the	the	DET
easat-5840	38	25	government	government	NOUN
easat-5840	38	26	,	,	PUNCT
easat-5840	38	27	with	with	ADP
easat-5840	38	28	an	an	DET
easat-5840	38	29	8	8	NUM
easat-5840	38	30	to	to	PART
easat-5840	38	31	1	1	NUM
easat-5840	38	32	majority	majority	NOUN
easat-5840	38	33	vote	vote	NOUN
easat-5840	38	34	under	under	ADP
easat-5840	38	35	section	section	NOUN
easat-5840	38	36	92(2	92(2	NUM
easat-5840	38	37	)	)	PUNCT
easat-5840	38	38	of	of	ADP
easat-5840	38	39	the	the	DET
easat-5840	38	40	political	political	ADJ
easat-5840	38	41	parties	party	NOUN
easat-5840	38	42	act	act	VERB
easat-5840	38	43	for	for	ADP
easat-5840	38	44	actions	action	NOUN
easat-5840	38	45	deemed	deem	VERB
easat-5840	38	46	hostile	hostile	ADJ
easat-5840	38	47	to	to	ADP
easat-5840	38	48	the	the	DET
easat-5840	38	49	state	state	NOUN
easat-5840	38	50	[	[	X
easat-5840	38	51	4	4	NUM
easat-5840	38	52	]	]	PUNCT
easat-5840	38	53	.	.	PUNCT
easat-5840	39	1	these	these	DET
easat-5840	39	2	events	event	NOUN
easat-5840	39	3	indicate	indicate	VERB
easat-5840	39	4	that	that	SCONJ
easat-5840	39	5	over	over	ADP
easat-5840	39	6	the	the	DET
easat-5840	39	7	past	past	ADJ
easat-5840	39	8	half	half	ADJ
easat-5840	39	9	-	-	PUNCT
easat-5840	39	10	decade	decade	NOUN
easat-5840	39	11	,	,	PUNCT
easat-5840	39	12	the	the	DET
easat-5840	39	13	orange	orange	PROPN
easat-5840	39	14	party	party	PROPN
easat-5840	39	15	has	have	AUX
easat-5840	39	16	been	be	AUX
easat-5840	39	17	consistently	consistently	ADV
easat-5840	39	18	viewed	view	VERB
easat-5840	39	19	negatively	negatively	ADV
easat-5840	39	20	,	,	PUNCT
easat-5840	39	21	yet	yet	CCONJ
easat-5840	39	22	election	election	NOUN
easat-5840	39	23	results	result	NOUN
easat-5840	39	24	and	and	CCONJ
easat-5840	39	25	popularity	popularity	NOUN
easat-5840	39	26	trends	trend	NOUN
easat-5840	39	27	have	have	AUX
easat-5840	39	28	moved	move	VERB
easat-5840	39	29	in	in	ADP
easat-5840	39	30	the	the	DET
easat-5840	39	31	opposite	opposite	ADJ
easat-5840	39	32	direction	direction	NOUN
easat-5840	39	33	,	,	PUNCT
easat-5840	39	34	leading	lead	VERB
easat-5840	39	35	to	to	ADP
easat-5840	39	36	questions	question	NOUN
easat-5840	39	37	about	about	ADP
easat-5840	39	38	how	how	SCONJ
easat-5840	39	39	this	this	DET
easat-5840	39	40	political	political	ADJ
easat-5840	39	41	party	party	NOUN
easat-5840	39	42	operates	operate	VERB
easat-5840	39	43	and	and	CCONJ
easat-5840	39	44	what	what	DET
easat-5840	39	45	key	key	ADJ
easat-5840	39	46	factors	factor	NOUN
easat-5840	39	47	contribute	contribute	VERB
easat-5840	39	48	to	to	ADP
easat-5840	39	49	its	its	PRON
easat-5840	39	50	success	success	NOUN
easat-5840	39	51	.	.	PUNCT
easat-5840	40	1	1.1	1.1	NUM
easat-5840	40	2	.	.	PUNCT
easat-5840	41	1	research	research	NOUN
easat-5840	41	2	objectives	objective	VERB
easat-5840	41	3	the	the	DET
easat-5840	41	4	following	follow	VERB
easat-5840	41	5	are	be	AUX
easat-5840	41	6	identified	identify	VERB
easat-5840	41	7	as	as	ADP
easat-5840	41	8	objectives	objective	NOUN
easat-5840	41	9	of	of	ADP
easat-5840	41	10	this	this	DET
easat-5840	41	11	study	study	NOUN
easat-5840	41	12	:	:	PUNCT
easat-5840	41	13	1	1	X
easat-5840	41	14	.	.	X
easat-5840	41	15	to	to	PART
easat-5840	41	16	examine	examine	VERB
easat-5840	41	17	the	the	DET
easat-5840	41	18	most	most	ADV
easat-5840	41	19	influential	influential	ADJ
easat-5840	41	20	political	political	ADJ
easat-5840	41	21	communication	communication	NOUN
easat-5840	41	22	platforms	platform	NOUN
easat-5840	41	23	among	among	ADP
easat-5840	41	24	novice	novice	NOUN
easat-5840	41	25	voters	voter	NOUN
easat-5840	41	26	.	.	PUNCT
easat-5840	42	1	2	2	X
easat-5840	42	2	.	.	PUNCT
easat-5840	42	3	to	to	PART
easat-5840	42	4	identify	identify	VERB
easat-5840	42	5	the	the	DET
easat-5840	42	6	primary	primary	ADJ
easat-5840	42	7	political	political	ADJ
easat-5840	42	8	information	information	NOUN
easat-5840	42	9	points	point	VERB
easat-5840	42	10	that	that	PRON
easat-5840	42	11	novice	novice	NOUN
easat-5840	42	12	voters	voter	NOUN
easat-5840	42	13	remember	remember	VERB
easat-5840	42	14	.	.	PUNCT
easat-5840	43	1	3	3	X
easat-5840	43	2	.	.	PUNCT
easat-5840	43	3	to	to	PART
easat-5840	43	4	analyze	analyze	VERB
easat-5840	43	5	the	the	DET
easat-5840	43	6	decision	decision	NOUN
easat-5840	43	7	-	-	PUNCT
easat-5840	43	8	making	make	VERB
easat-5840	43	9	process	process	NOUN
easat-5840	43	10	in	in	ADP
easat-5840	43	11	choosing	choose	VERB
easat-5840	43	12	representatives	representative	NOUN
easat-5840	43	13	among	among	ADP
easat-5840	43	14	novice	novice	NOUN
easat-5840	43	15	voters	voter	NOUN
easat-5840	43	16	.	.	PUNCT
easat-5840	44	1	4	4	X
easat-5840	44	2	.	.	PUNCT
easat-5840	44	3	to	to	PART
easat-5840	44	4	explore	explore	VERB
easat-5840	44	5	the	the	DET
easat-5840	44	6	factors	factor	NOUN
easat-5840	44	7	contributing	contribute	VERB
easat-5840	44	8	to	to	AUX
easat-5840	44	9	novice	novice	NOUN
easat-5840	44	10	voter	voter	NOUN
easat-5840	44	11	loyalty	loyalty	NOUN
easat-5840	44	12	in	in	ADP
easat-5840	44	13	political	political	ADJ
easat-5840	44	14	parties	party	NOUN
easat-5840	44	15	.	.	PUNCT
easat-5840	45	1	1.2	1.2	NUM
easat-5840	45	2	.	.	PUNCT
easat-5840	45	3	theorethical	theorethical	ADJ
easat-5840	45	4	framework	framework	NOUN
easat-5840	45	5	this	this	DET
easat-5840	45	6	research	research	NOUN
easat-5840	45	7	employs	employ	VERB
easat-5840	45	8	the	the	DET
easat-5840	45	9	following	follow	VERB
easat-5840	45	10	concepts	concept	NOUN
easat-5840	45	11	and	and	CCONJ
easat-5840	45	12	theories	theory	NOUN
easat-5840	45	13	:	:	PUNCT
easat-5840	45	14	1	1	X
easat-5840	45	15	)	)	PUNCT
easat-5840	45	16	concept	concept	NOUN
easat-5840	45	17	of	of	ADP
easat-5840	45	18	perception	perception	NOUN
easat-5840	45	19	from	from	ADP
easat-5840	45	20	social	social	ADJ
easat-5840	45	21	media	medium	NOUN
easat-5840	45	22	platforms	platform	NOUN
easat-5840	45	23	2	2	NUM
easat-5840	45	24	)	)	PUNCT
easat-5840	45	25	concept	concept	NOUN
easat-5840	45	26	of	of	ADP
easat-5840	45	27	party	party	NOUN
easat-5840	45	28	partisan	partisan	ADJ
easat-5840	45	29	3	3	NUM
easat-5840	45	30	)	)	PUNCT
easat-5840	45	31	cognitive	cognitive	ADJ
easat-5840	45	32	heuristics	heuristic	NOUN
easat-5840	45	33	theory	theory	NOUN
easat-5840	45	34	1.2.1	1.2.1	NUM
easat-5840	45	35	.	.	PUNCT
easat-5840	45	36	concept	concept	NOUN
easat-5840	45	37	of	of	ADP
easat-5840	45	38	perception	perception	NOUN
easat-5840	45	39	from	from	ADP
easat-5840	45	40	social	social	ADJ
easat-5840	45	41	media	medium	NOUN
easat-5840	45	42	platforms	platform	NOUN
easat-5840	45	43	in	in	ADP
easat-5840	45	44	thailand	thailand	PROPN
easat-5840	45	45	the	the	DET
easat-5840	45	46	following	follow	VERB
easat-5840	45	47	figure	figure	NOUN
easat-5840	45	48	1	1	NUM
easat-5840	45	49	illustrates	illustrate	VERB
easat-5840	45	50	the	the	DET
easat-5840	45	51	leading	lead	VERB
easat-5840	45	52	social	social	ADJ
easat-5840	45	53	media	medium	NOUN
easat-5840	45	54	platforms	platform	NOUN
easat-5840	45	55	for	for	ADP
easat-5840	45	56	news	news	NOUN
easat-5840	45	57	in	in	ADP
easat-5840	45	58	2024	2024	NUM
easat-5840	45	59	.	.	PUNCT
easat-5840	46	1	2533	2533	NUM
easat-5840	46	2	edelweiss	edelweiss	PROPN
easat-5840	46	3	applied	apply	VERB
easat-5840	46	4	science	science	NOUN
easat-5840	46	5	and	and	CCONJ
easat-5840	46	6	technology	technology	NOUN
easat-5840	46	7	issn	issn	PROPN
easat-5840	46	8	:	:	PUNCT
easat-5840	46	9	2576	2576	NUM
easat-5840	46	10	-	-	SYM
easat-5840	46	11	8484	8484	NUM
easat-5840	46	12	vol	vol	NOUN
easat-5840	46	13	.	.	PROPN
easat-5840	47	1	9	9	NUM
easat-5840	47	2	,	,	PUNCT
easat-5840	47	3	no	no	INTJ
easat-5840	47	4	.	.	NOUN
easat-5840	48	1	3	3	NUM
easat-5840	48	2	:	:	PUNCT
easat-5840	48	3	2531	2531	NUM
easat-5840	48	4	-	-	SYM
easat-5840	48	5	2542	2542	NUM
easat-5840	48	6	,	,	PUNCT
easat-5840	48	7	2025	2025	NUM
easat-5840	48	8	doi	doi	NOUN
easat-5840	48	9	:	:	PUNCT
easat-5840	48	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	48	11	©	©	PROPN
easat-5840	48	12	2025	2025	NUM
easat-5840	48	13	by	by	ADP
easat-5840	48	14	the	the	DET
easat-5840	48	15	authors	author	NOUN
easat-5840	48	16	;	;	PUNCT
easat-5840	48	17	licensee	licensee	PROPN
easat-5840	48	18	learning	learn	VERB
easat-5840	48	19	gate	gate	NOUN
easat-5840	48	20	figure	figure	NOUN
easat-5840	48	21	1	1	NUM
easat-5840	48	22	.	.	PUNCT
easat-5840	48	23	leading	lead	VERB
easat-5840	48	24	social	social	ADJ
easat-5840	48	25	media	medium	NOUN
easat-5840	48	26	platforms	platform	NOUN
easat-5840	48	27	for	for	ADP
easat-5840	48	28	news	news	NOUN
easat-5840	48	29	thailand	thailand	PROPN
easat-5840	48	30	2024	2024	NUM
easat-5840	48	31	.	.	PUNCT
easat-5840	49	1	source	source	NOUN
easat-5840	49	2	:	:	PUNCT
easat-5840	49	3	https://www.statista.com/statistics/1291398/thailand-leading-social-media-platforms-for-news/.	https://www.statista.com/statistics/1291398/thailand-leading-social-media-platforms-for-news/.	NOUN
easat-5840	49	4	according	accord	VERB
easat-5840	49	5	to	to	ADP
easat-5840	49	6	ciba	ciba	PROPN
easat-5840	49	7	[	[	X
easat-5840	49	8	5	5	NUM
easat-5840	49	9	]	]	X
easat-5840	49	10	facebook	facebook	NOUN
easat-5840	49	11	was	be	AUX
easat-5840	49	12	the	the	DET
easat-5840	49	13	leading	lead	VERB
easat-5840	49	14	social	social	ADJ
easat-5840	49	15	media	medium	NOUN
easat-5840	49	16	platform	platform	NOUN
easat-5840	49	17	for	for	ADP
easat-5840	49	18	news	news	NOUN
easat-5840	49	19	in	in	ADP
easat-5840	49	20	thailand	thailand	PROPN
easat-5840	49	21	,	,	PUNCT
easat-5840	49	22	used	use	VERB
easat-5840	49	23	by	by	ADP
easat-5840	49	24	64	64	NUM
easat-5840	49	25	percent	percent	NOUN
easat-5840	49	26	of	of	ADP
easat-5840	49	27	respondents	respondent	NOUN
easat-5840	49	28	.	.	PUNCT
easat-5840	50	1	other	other	ADJ
easat-5840	50	2	leading	lead	VERB
easat-5840	50	3	platforms	platform	NOUN
easat-5840	50	4	for	for	ADP
easat-5840	50	5	news	news	NOUN
easat-5840	50	6	consumption	consumption	NOUN
easat-5840	50	7	were	be	AUX
easat-5840	50	8	youtube	youtube	NOUN
easat-5840	50	9	and	and	CCONJ
easat-5840	50	10	line	line	NOUN
easat-5840	50	11	.	.	PUNCT
easat-5840	51	1	line	line	NOUN
easat-5840	51	2	,	,	PUNCT
easat-5840	51	3	a	a	DET
easat-5840	51	4	popular	popular	ADJ
easat-5840	51	5	messaging	message	VERB
easat-5840	51	6	app	app	NOUN
easat-5840	51	7	in	in	ADP
easat-5840	51	8	thailand	thailand	PROPN
easat-5840	51	9	,	,	PUNCT
easat-5840	51	10	has	have	AUX
easat-5840	51	11	also	also	ADV
easat-5840	51	12	recently	recently	ADV
easat-5840	51	13	created	create	VERB
easat-5840	51	14	the	the	DET
easat-5840	51	15	'	'	PUNCT
easat-5840	51	16	line	line	NOUN
easat-5840	51	17	today	today	NOUN
easat-5840	51	18	'	'	PUNCT
easat-5840	51	19	section	section	NOUN
easat-5840	51	20	as	as	ADP
easat-5840	51	21	a	a	DET
easat-5840	51	22	news	news	NOUN
easat-5840	51	23	source	source	NOUN
easat-5840	51	24	within	within	ADP
easat-5840	51	25	the	the	DET
easat-5840	51	26	line	line	NOUN
easat-5840	51	27	app	app	NOUN
easat-5840	51	28	.	.	PUNCT
easat-5840	52	1	1.2.2	1.2.2	NUM
easat-5840	52	2	.	.	PUNCT
easat-5840	52	3	social	social	ADJ
easat-5840	52	4	media	medium	NOUN
easat-5840	52	5	as	as	ADP
easat-5840	52	6	a	a	DET
easat-5840	52	7	news	news	NOUN
easat-5840	52	8	source	source	NOUN
easat-5840	52	9	for	for	ADP
easat-5840	52	10	the	the	DET
easat-5840	52	11	younger	young	ADJ
easat-5840	52	12	generation	generation	NOUN
easat-5840	52	13	social	social	ADJ
easat-5840	52	14	media	medium	NOUN
easat-5840	52	15	is	be	AUX
easat-5840	52	16	an	an	DET
easat-5840	52	17	efficient	efficient	ADJ
easat-5840	52	18	way	way	NOUN
easat-5840	52	19	for	for	SCONJ
easat-5840	52	20	audiences	audience	NOUN
easat-5840	52	21	to	to	PART
easat-5840	52	22	access	access	VERB
easat-5840	52	23	news	news	NOUN
easat-5840	52	24	and	and	CCONJ
easat-5840	52	25	share	share	NOUN
easat-5840	52	26	content	content	NOUN
easat-5840	52	27	,	,	PUNCT
easat-5840	52	28	especially	especially	ADV
easat-5840	52	29	since	since	SCONJ
easat-5840	52	30	it	it	PRON
easat-5840	52	31	is	be	AUX
easat-5840	52	32	less	less	ADV
easat-5840	52	33	regulated	regulated	ADJ
easat-5840	52	34	than	than	ADP
easat-5840	52	35	other	other	ADJ
easat-5840	52	36	forms	form	NOUN
easat-5840	52	37	of	of	ADP
easat-5840	52	38	media	medium	NOUN
easat-5840	52	39	in	in	ADP
easat-5840	52	40	thailand	thailand	PROPN
easat-5840	52	41	.	.	PUNCT
easat-5840	53	1	popular	popular	ADJ
easat-5840	53	2	social	social	ADJ
easat-5840	53	3	media	medium	NOUN
easat-5840	53	4	platforms	platform	NOUN
easat-5840	53	5	among	among	ADP
easat-5840	53	6	thais	thais	PROPN
easat-5840	53	7	,	,	PUNCT
easat-5840	53	8	such	such	ADJ
easat-5840	53	9	as	as	ADP
easat-5840	53	10	facebook	facebook	NOUN
easat-5840	53	11	and	and	CCONJ
easat-5840	53	12	youtube	youtube	NOUN
easat-5840	53	13	,	,	PUNCT
easat-5840	53	14	are	be	AUX
easat-5840	53	15	the	the	DET
easat-5840	53	16	major	major	ADJ
easat-5840	53	17	sites	site	NOUN
easat-5840	53	18	for	for	SCONJ
easat-5840	53	19	audiences	audience	NOUN
easat-5840	53	20	to	to	PART
easat-5840	53	21	join	join	VERB
easat-5840	53	22	in	in	ADP
easat-5840	53	23	on	on	ADP
easat-5840	53	24	live	live	ADJ
easat-5840	53	25	events	event	NOUN
easat-5840	53	26	and	and	CCONJ
easat-5840	53	27	exercise	exercise	VERB
easat-5840	53	28	freedom	freedom	NOUN
easat-5840	53	29	of	of	ADP
easat-5840	53	30	speech	speech	NOUN
easat-5840	53	31	.	.	PUNCT
easat-5840	54	1	the	the	DET
easat-5840	54	2	line	line	NOUN
easat-5840	54	3	messaging	message	VERB
easat-5840	54	4	application	application	NOUN
easat-5840	54	5	is	be	AUX
easat-5840	54	6	also	also	ADV
easat-5840	54	7	the	the	DET
easat-5840	54	8	main	main	ADJ
easat-5840	54	9	platform	platform	NOUN
easat-5840	54	10	for	for	SCONJ
easat-5840	54	11	users	user	NOUN
easat-5840	54	12	to	to	PART
easat-5840	54	13	share	share	VERB
easat-5840	54	14	the	the	DET
easat-5840	54	15	news	news	NOUN
easat-5840	54	16	.	.	PUNCT
easat-5840	55	1	additionally	additionally	ADV
easat-5840	55	2	,	,	PUNCT
easat-5840	55	3	twitter	twitter	NOUN
easat-5840	55	4	and	and	CCONJ
easat-5840	55	5	tiktok	tiktok	NOUN
easat-5840	55	6	are	be	AUX
easat-5840	55	7	playing	play	VERB
easat-5840	55	8	an	an	DET
easat-5840	55	9	increasingly	increasingly	ADV
easat-5840	55	10	significant	significant	ADJ
easat-5840	55	11	role	role	NOUN
easat-5840	55	12	in	in	ADP
easat-5840	55	13	shaping	shape	VERB
easat-5840	55	14	how	how	SCONJ
easat-5840	55	15	news	news	NOUN
easat-5840	55	16	and	and	CCONJ
easat-5840	55	17	sentiment	sentiment	NOUN
easat-5840	55	18	on	on	ADP
easat-5840	55	19	recent	recent	ADJ
easat-5840	55	20	events	event	NOUN
easat-5840	55	21	are	be	AUX
easat-5840	55	22	discussed	discuss	VERB
easat-5840	55	23	,	,	PUNCT
easat-5840	55	24	such	such	ADJ
easat-5840	55	25	as	as	ADP
easat-5840	55	26	the	the	DET
easat-5840	55	27	recent	recent	ADJ
easat-5840	55	28	youth	youth	NOUN
easat-5840	55	29	-	-	PUNCT
easat-5840	55	30	led	lead	VERB
easat-5840	55	31	protests	protest	NOUN
easat-5840	55	32	in	in	ADP
easat-5840	55	33	thailand	thailand	PROPN
easat-5840	55	34	.	.	PUNCT
easat-5840	56	1	the	the	DET
easat-5840	56	2	fast	fast	ADJ
easat-5840	56	3	and	and	CCONJ
easat-5840	56	4	unregulated	unregulated	ADJ
easat-5840	56	5	form	form	NOUN
easat-5840	56	6	of	of	ADP
easat-5840	56	7	communication	communication	NOUN
easat-5840	56	8	on	on	ADP
easat-5840	56	9	social	social	ADJ
easat-5840	56	10	media	medium	NOUN
easat-5840	56	11	,	,	PUNCT
easat-5840	56	12	therefore	therefore	ADV
easat-5840	56	13	,	,	PUNCT
easat-5840	56	14	has	have	AUX
easat-5840	56	15	cultivated	cultivate	VERB
easat-5840	56	16	a	a	DET
easat-5840	56	17	preference	preference	NOUN
easat-5840	56	18	for	for	ADP
easat-5840	56	19	online	online	ADJ
easat-5840	56	20	news	news	NOUN
easat-5840	56	21	among	among	ADP
easat-5840	56	22	the	the	DET
easat-5840	56	23	younger	young	ADJ
easat-5840	56	24	generation	generation	NOUN
easat-5840	56	25	in	in	ADP
easat-5840	56	26	thailand	thailand	PROPN
easat-5840	56	27	.	.	PUNCT
easat-5840	57	1	1.3	1.3	NUM
easat-5840	57	2	.	.	PUNCT
easat-5840	58	1	party	party	NOUN
easat-5840	58	2	loyalty	loyalty	NOUN
easat-5840	58	3	(	(	PUNCT
easat-5840	58	4	party	party	NOUN
easat-5840	58	5	partisan	partisan	NOUN
easat-5840	58	6	)	)	PUNCT
easat-5840	58	7	the	the	DET
easat-5840	58	8	concept	concept	NOUN
easat-5840	58	9	of	of	ADP
easat-5840	58	10	party	party	NOUN
easat-5840	58	11	loyalty	loyalty	NOUN
easat-5840	58	12	(	(	PUNCT
easat-5840	58	13	party	party	NOUN
easat-5840	58	14	partisan	partisan	NOUN
easat-5840	58	15	)	)	PUNCT
easat-5840	58	16	is	be	AUX
easat-5840	58	17	essential	essential	ADJ
easat-5840	58	18	for	for	ADP
easat-5840	58	19	analyzing	analyze	VERB
easat-5840	58	20	voting	voting	NOUN
easat-5840	58	21	behavior	behavior	NOUN
easat-5840	58	22	and	and	CCONJ
easat-5840	58	23	party	party	NOUN
easat-5840	58	24	support	support	NOUN
easat-5840	58	25	in	in	ADP
easat-5840	58	26	democratic	democratic	ADJ
easat-5840	58	27	systems	system	NOUN
easat-5840	58	28	.	.	PUNCT
easat-5840	59	1	in	in	ADP
easat-5840	59	2	countries	country	NOUN
easat-5840	59	3	with	with	ADP
easat-5840	59	4	stable	stable	ADJ
easat-5840	59	5	party	party	NOUN
easat-5840	59	6	systems	system	NOUN
easat-5840	59	7	,	,	PUNCT
easat-5840	59	8	such	such	ADJ
easat-5840	59	9	as	as	ADP
easat-5840	59	10	the	the	DET
easat-5840	59	11	united	united	PROPN
easat-5840	59	12	states	states	PROPN
easat-5840	59	13	and	and	CCONJ
easat-5840	59	14	the	the	DET
easat-5840	59	15	united	united	ADJ
easat-5840	59	16	kingdom	kingdom	PROPN
easat-5840	59	17	,	,	PUNCT
easat-5840	59	18	party	party	NOUN
easat-5840	59	19	loyalty	loyalty	NOUN
easat-5840	59	20	is	be	AUX
easat-5840	59	21	often	often	ADV
easat-5840	59	22	defined	define	VERB
easat-5840	59	23	as	as	ADP
easat-5840	59	24	a	a	DET
easat-5840	59	25	deep	deep	ADJ
easat-5840	59	26	and	and	CCONJ
easat-5840	59	27	continuous	continuous	ADJ
easat-5840	59	28	psychological	psychological	ADJ
easat-5840	59	29	attachment	attachment	NOUN
easat-5840	59	30	to	to	ADP
easat-5840	59	31	a	a	DET
easat-5840	59	32	particular	particular	ADJ
easat-5840	59	33	political	political	ADJ
easat-5840	59	34	party	party	NOUN
easat-5840	59	35	.	.	PUNCT
easat-5840	60	1	this	this	DET
easat-5840	60	2	loyalty	loyalty	NOUN
easat-5840	60	3	is	be	AUX
easat-5840	60	4	usually	usually	ADV
easat-5840	60	5	expressed	express	VERB
easat-5840	60	6	by	by	ADP
easat-5840	60	7	repeatedly	repeatedly	ADV
easat-5840	60	8	voting	vote	VERB
easat-5840	60	9	for	for	ADP
easat-5840	60	10	the	the	DET
easat-5840	60	11	same	same	ADJ
easat-5840	60	12	party	party	NOUN
easat-5840	60	13	across	across	ADP
easat-5840	60	14	several	several	ADJ
easat-5840	60	15	elections	election	NOUN
easat-5840	60	16	.	.	PUNCT
easat-5840	61	1	green	green	ADJ
easat-5840	61	2	,	,	PUNCT
easat-5840	61	3	et	et	PROPN
easat-5840	61	4	al	al	PROPN
easat-5840	61	5	.	.	PUNCT
easat-5840	62	1	[	[	X
easat-5840	62	2	6	6	NUM
easat-5840	62	3	]	]	PUNCT
easat-5840	62	4	described	describe	VERB
easat-5840	62	5	party	party	NOUN
easat-5840	62	6	loyalty	loyalty	NOUN
easat-5840	62	7	as	as	ADP
easat-5840	62	8	a	a	DET
easat-5840	62	9	strong	strong	ADJ
easat-5840	62	10	psychological	psychological	ADJ
easat-5840	62	11	attachment	attachment	NOUN
easat-5840	62	12	,	,	PUNCT
easat-5840	62	13	particularly	particularly	ADV
easat-5840	62	14	when	when	SCONJ
easat-5840	62	15	voters	voter	NOUN
easat-5840	62	16	identify	identify	VERB
easat-5840	62	17	socially	socially	ADV
easat-5840	62	18	with	with	ADP
easat-5840	62	19	a	a	DET
easat-5840	62	20	political	political	ADJ
easat-5840	62	21	party	party	NOUN
easat-5840	62	22	.	.	PUNCT
easat-5840	63	1	this	this	DET
easat-5840	63	2	identification	identification	NOUN
easat-5840	63	3	can	can	AUX
easat-5840	63	4	be	be	AUX
easat-5840	63	5	developed	develop	VERB
easat-5840	63	6	from	from	ADP
easat-5840	63	7	various	various	ADJ
easat-5840	63	8	factors	factor	NOUN
easat-5840	63	9	,	,	PUNCT
easat-5840	63	10	such	such	ADJ
easat-5840	63	11	as	as	ADP
easat-5840	63	12	socialization	socialization	NOUN
easat-5840	63	13	during	during	ADP
easat-5840	63	14	youth	youth	NOUN
easat-5840	63	15	from	from	ADP
easat-5840	63	16	family	family	NOUN
easat-5840	63	17	or	or	CCONJ
easat-5840	63	18	community	community	NOUN
easat-5840	63	19	,	,	PUNCT
easat-5840	63	20	belief	belief	NOUN
easat-5840	63	21	in	in	ADP
easat-5840	63	22	the	the	DET
easat-5840	63	23	party	party	NOUN
easat-5840	63	24	's	's	PART
easat-5840	63	25	political	political	ADJ
easat-5840	63	26	ideology	ideology	NOUN
easat-5840	63	27	,	,	PUNCT
easat-5840	63	28	or	or	CCONJ
easat-5840	63	29	2534	2534	NUM
easat-5840	63	30	edelweiss	edelweiss	PROPN
easat-5840	63	31	applied	apply	VERB
easat-5840	63	32	science	science	NOUN
easat-5840	63	33	and	and	CCONJ
easat-5840	63	34	technology	technology	NOUN
easat-5840	63	35	issn	issn	PROPN
easat-5840	63	36	:	:	PUNCT
easat-5840	63	37	2576	2576	NUM
easat-5840	63	38	-	-	SYM
easat-5840	63	39	8484	8484	NUM
easat-5840	63	40	vol	vol	NOUN
easat-5840	63	41	.	.	PROPN
easat-5840	64	1	9	9	NUM
easat-5840	64	2	,	,	PUNCT
easat-5840	64	3	no	no	INTJ
easat-5840	64	4	.	.	NOUN
easat-5840	65	1	3	3	NUM
easat-5840	65	2	:	:	PUNCT
easat-5840	65	3	2531	2531	NUM
easat-5840	65	4	-	-	SYM
easat-5840	65	5	2542	2542	NUM
easat-5840	65	6	,	,	PUNCT
easat-5840	65	7	2025	2025	NUM
easat-5840	65	8	doi	doi	NOUN
easat-5840	65	9	:	:	PUNCT
easat-5840	65	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	65	11	©	©	PROPN
easat-5840	65	12	2025	2025	NUM
easat-5840	65	13	by	by	ADP
easat-5840	65	14	the	the	DET
easat-5840	65	15	authors	author	NOUN
easat-5840	65	16	;	;	PUNCT
easat-5840	65	17	licensee	licensee	PROPN
easat-5840	65	18	learning	learning	NOUN
easat-5840	65	19	gate	gate	VERB
easat-5840	65	20	even	even	ADV
easat-5840	65	21	social	social	ADJ
easat-5840	65	22	relationships	relationship	NOUN
easat-5840	65	23	with	with	ADP
easat-5840	65	24	local	local	ADJ
easat-5840	65	25	party	party	NOUN
easat-5840	65	26	members	member	NOUN
easat-5840	65	27	.	.	PUNCT
easat-5840	66	1	this	this	DET
easat-5840	66	2	loyalty	loyalty	NOUN
easat-5840	66	3	may	may	AUX
easat-5840	66	4	lead	lead	VERB
easat-5840	66	5	voters	voter	NOUN
easat-5840	66	6	to	to	PART
easat-5840	66	7	continue	continue	VERB
easat-5840	66	8	supporting	support	VERB
easat-5840	66	9	the	the	DET
easat-5840	66	10	same	same	ADJ
easat-5840	66	11	party	party	NOUN
easat-5840	66	12	even	even	ADV
easat-5840	66	13	if	if	SCONJ
easat-5840	66	14	there	there	PRON
easat-5840	66	15	are	be	VERB
easat-5840	66	16	changes	change	NOUN
easat-5840	66	17	in	in	ADP
easat-5840	66	18	the	the	DET
easat-5840	66	19	candidate	candidate	NOUN
easat-5840	66	20	or	or	CCONJ
easat-5840	66	21	critical	critical	ADJ
easat-5840	66	22	polical	polical	NOUN
easat-5840	66	23	.	.	PUNCT
easat-5840	67	1	similarly	similarly	ADV
easat-5840	67	2	,	,	PUNCT
easat-5840	67	3	campbell	campbell	PROPN
easat-5840	67	4	,	,	PUNCT
easat-5840	67	5	et	et	PROPN
easat-5840	67	6	al	al	PROPN
easat-5840	67	7	.	.	PUNCT
easat-5840	68	1	[	[	X
easat-5840	68	2	7	7	X
easat-5840	68	3	]	]	PUNCT
easat-5840	68	4	emphasized	emphasize	VERB
easat-5840	68	5	that	that	SCONJ
easat-5840	68	6	party	party	NOUN
easat-5840	68	7	loyalty	loyalty	NOUN
easat-5840	68	8	is	be	AUX
easat-5840	68	9	closely	closely	ADV
easat-5840	68	10	related	relate	VERB
easat-5840	68	11	to	to	ADP
easat-5840	68	12	party	party	NOUN
easat-5840	68	13	identification	identification	NOUN
easat-5840	68	14	,	,	PUNCT
easat-5840	68	15	which	which	PRON
easat-5840	68	16	is	be	AUX
easat-5840	68	17	a	a	DET
easat-5840	68	18	key	key	ADJ
easat-5840	68	19	indicator	indicator	NOUN
easat-5840	68	20	for	for	ADP
easat-5840	68	21	predicting	predict	VERB
easat-5840	68	22	voting	voting	NOUN
easat-5840	68	23	behavior	behavior	NOUN
easat-5840	68	24	.	.	PUNCT
easat-5840	69	1	party	party	NOUN
easat-5840	69	2	identification	identification	NOUN
easat-5840	69	3	is	be	AUX
easat-5840	69	4	an	an	DET
easat-5840	69	5	emotional	emotional	ADJ
easat-5840	69	6	and	and	CCONJ
easat-5840	69	7	psychological	psychological	ADJ
easat-5840	69	8	connection	connection	NOUN
easat-5840	69	9	between	between	ADP
easat-5840	69	10	an	an	DET
easat-5840	69	11	individual	individual	NOUN
easat-5840	69	12	and	and	CCONJ
easat-5840	69	13	a	a	DET
easat-5840	69	14	political	political	ADJ
easat-5840	69	15	party	party	NOUN
easat-5840	69	16	,	,	PUNCT
easat-5840	69	17	leading	lead	VERB
easat-5840	69	18	to	to	ADP
easat-5840	69	19	attachment	attachment	NOUN
easat-5840	69	20	and	and	CCONJ
easat-5840	69	21	stability	stability	NOUN
easat-5840	69	22	in	in	ADP
easat-5840	69	23	voting	vote	VERB
easat-5840	69	24	behavior	behavior	NOUN
easat-5840	69	25	.	.	PUNCT
easat-5840	70	1	their	their	PRON
easat-5840	70	2	studies	study	NOUN
easat-5840	70	3	found	find	VERB
easat-5840	70	4	that	that	SCONJ
easat-5840	70	5	those	those	PRON
easat-5840	70	6	with	with	ADP
easat-5840	70	7	clear	clear	ADJ
easat-5840	70	8	party	party	NOUN
easat-5840	70	9	identification	identification	NOUN
easat-5840	70	10	are	be	AUX
easat-5840	70	11	less	less	ADV
easat-5840	70	12	likely	likely	ADJ
easat-5840	70	13	to	to	PART
easat-5840	70	14	change	change	VERB
easat-5840	70	15	their	their	PRON
easat-5840	70	16	supported	support	VERB
easat-5840	70	17	party	party	NOUN
easat-5840	70	18	easily	easily	ADV
easat-5840	70	19	,	,	PUNCT
easat-5840	70	20	and	and	CCONJ
easat-5840	70	21	this	this	DET
easat-5840	70	22	continued	continue	VERB
easat-5840	70	23	support	support	NOUN
easat-5840	70	24	often	often	ADV
easat-5840	70	25	plays	play	VERB
easat-5840	70	26	a	a	DET
easat-5840	70	27	significant	significant	ADJ
easat-5840	70	28	role	role	NOUN
easat-5840	70	29	in	in	ADP
easat-5840	70	30	determining	determine	VERB
easat-5840	70	31	election	election	NOUN
easat-5840	70	32	outcomes	outcome	NOUN
easat-5840	70	33	.	.	PUNCT
easat-5840	71	1	party	party	NOUN
easat-5840	71	2	loyalty	loyalty	NOUN
easat-5840	71	3	also	also	ADV
easat-5840	71	4	affects	affect	VERB
easat-5840	71	5	the	the	DET
easat-5840	71	6	political	political	ADJ
easat-5840	71	7	strategies	strategy	NOUN
easat-5840	71	8	of	of	ADP
easat-5840	71	9	political	political	ADJ
easat-5840	71	10	parties	party	NOUN
easat-5840	71	11	.	.	PUNCT
easat-5840	72	1	parties	party	NOUN
easat-5840	72	2	with	with	ADP
easat-5840	72	3	a	a	DET
easat-5840	72	4	highly	highly	ADV
easat-5840	72	5	loyal	loyal	ADJ
easat-5840	72	6	supporter	supporter	NOUN
easat-5840	72	7	base	base	NOUN
easat-5840	72	8	can	can	AUX
easat-5840	72	9	focus	focus	VERB
easat-5840	72	10	on	on	ADP
easat-5840	72	11	maintaining	maintain	VERB
easat-5840	72	12	and	and	CCONJ
easat-5840	72	13	building	build	VERB
easat-5840	72	14	this	this	DET
easat-5840	72	15	base	base	NOUN
easat-5840	72	16	while	while	SCONJ
easat-5840	72	17	employing	employ	VERB
easat-5840	72	18	political	political	ADJ
easat-5840	72	19	marketing	marketing	NOUN
easat-5840	72	20	strategies	strategy	NOUN
easat-5840	72	21	to	to	PART
easat-5840	72	22	attract	attract	VERB
easat-5840	72	23	potential	potential	ADJ
easat-5840	72	24	swing	swing	NOUN
easat-5840	72	25	voters	voter	NOUN
easat-5840	72	26	.	.	PUNCT
easat-5840	73	1	for	for	ADP
easat-5840	73	2	example	example	NOUN
easat-5840	73	3	,	,	PUNCT
easat-5840	73	4	in	in	ADP
easat-5840	73	5	u.s	u.s	PROPN
easat-5840	73	6	.	.	PROPN
easat-5840	73	7	elections	election	NOUN
easat-5840	73	8	,	,	PUNCT
easat-5840	73	9	studies	study	NOUN
easat-5840	73	10	have	have	AUX
easat-5840	73	11	shown	show	VERB
easat-5840	73	12	that	that	SCONJ
easat-5840	73	13	even	even	ADV
easat-5840	73	14	when	when	SCONJ
easat-5840	73	15	voters	voter	NOUN
easat-5840	73	16	are	be	AUX
easat-5840	73	17	dissatisfied	dissatisfied	ADJ
easat-5840	73	18	with	with	ADP
easat-5840	73	19	the	the	DET
easat-5840	73	20	party	party	NOUN
easat-5840	73	21	's	's	PART
easat-5840	73	22	candidate	candidate	NOUN
easat-5840	73	23	,	,	PUNCT
easat-5840	73	24	they	they	PRON
easat-5840	73	25	still	still	ADV
easat-5840	73	26	vote	vote	VERB
easat-5840	73	27	for	for	ADP
easat-5840	73	28	the	the	DET
easat-5840	73	29	party	party	NOUN
easat-5840	73	30	due	due	ADP
easat-5840	73	31	to	to	ADP
easat-5840	73	32	their	their	PRON
easat-5840	73	33	loyalty	loyalty	NOUN
easat-5840	73	34	to	to	ADP
easat-5840	73	35	the	the	DET
easat-5840	73	36	party	party	NOUN
easat-5840	73	37	or	or	CCONJ
easat-5840	73	38	its	its	PRON
easat-5840	73	39	ideology	ideology	NOUN
easat-5840	73	40	.	.	PUNCT
easat-5840	74	1	moreover	moreover	ADV
easat-5840	74	2	,	,	PUNCT
easat-5840	74	3	whether	whether	SCONJ
easat-5840	74	4	abroad	abroad	ADV
easat-5840	74	5	or	or	CCONJ
easat-5840	74	6	even	even	ADV
easat-5840	74	7	in	in	ADP
easat-5840	74	8	thailand	thailand	PROPN
easat-5840	74	9	,	,	PUNCT
easat-5840	74	10	party	party	NOUN
easat-5840	74	11	loyalty	loyalty	NOUN
easat-5840	74	12	remains	remain	VERB
easat-5840	74	13	a	a	DET
easat-5840	74	14	crucial	crucial	ADJ
easat-5840	74	15	factor	factor	NOUN
easat-5840	74	16	in	in	ADP
easat-5840	74	17	determining	determine	VERB
easat-5840	74	18	election	election	NOUN
easat-5840	74	19	outcomes	outcome	NOUN
easat-5840	74	20	and	and	CCONJ
easat-5840	74	21	shaping	shape	VERB
easat-5840	74	22	the	the	DET
easat-5840	74	23	strategies	strategy	NOUN
easat-5840	74	24	of	of	ADP
easat-5840	74	25	political	political	ADJ
easat-5840	74	26	parties	party	NOUN
easat-5840	74	27	.	.	PUNCT
easat-5840	75	1	1.4	1.4	NUM
easat-5840	75	2	.	.	PUNCT
easat-5840	76	1	cognitive	cognitive	ADJ
easat-5840	76	2	heuristics	heuristic	NOUN
easat-5840	76	3	many	many	ADJ
easat-5840	76	4	scholars	scholar	NOUN
easat-5840	76	5	were	be	AUX
easat-5840	76	6	cited	cite	VERB
easat-5840	76	7	in	in	ADP
easat-5840	76	8	the	the	DET
easat-5840	76	9	research	research	NOUN
easat-5840	76	10	"	"	PUNCT
easat-5840	76	11	advantages	advantage	NOUN
easat-5840	76	12	and	and	CCONJ
easat-5840	76	13	disadvantages	disadvantage	NOUN
easat-5840	76	14	of	of	ADP
easat-5840	76	15	cognitive	cognitive	ADJ
easat-5840	76	16	heuristics	heuristic	NOUN
easat-5840	76	17	in	in	ADP
easat-5840	76	18	political	political	ADJ
easat-5840	76	19	decision	decision	NOUN
easat-5840	76	20	making	make	VERB
easat-5840	76	21	"	"	PUNCT
easat-5840	77	1	[	[	X
easat-5840	77	2	8	8	NUM
easat-5840	77	3	]	]	PUNCT
easat-5840	77	4	.	.	PUNCT
easat-5840	78	1	it	it	PRON
easat-5840	78	2	is	be	AUX
easat-5840	78	3	similarly	similarly	ADV
easat-5840	78	4	stated	state	VERB
easat-5840	78	5	that	that	SCONJ
easat-5840	78	6	the	the	DET
easat-5840	78	7	cognitive	cognitive	ADJ
easat-5840	78	8	heuristics	heuristic	NOUN
easat-5840	78	9	variables	variable	NOUN
easat-5840	78	10	that	that	SCONJ
easat-5840	78	11	citizens	citizen	NOUN
easat-5840	78	12	can	can	AUX
easat-5840	78	13	use	use	VERB
easat-5840	78	14	to	to	PART
easat-5840	78	15	understand	understand	VERB
easat-5840	78	16	politics	politic	NOUN
easat-5840	78	17	can	can	AUX
easat-5840	78	18	be	be	AUX
easat-5840	78	19	categorized	categorize	VERB
easat-5840	78	20	into	into	ADP
easat-5840	78	21	five	five	NUM
easat-5840	78	22	major	major	ADJ
easat-5840	78	23	areas	area	NOUN
easat-5840	78	24	:	:	PUNCT
easat-5840	78	25	(	(	PUNCT
easat-5840	78	26	1	1	X
easat-5840	78	27	)	)	PUNCT
easat-5840	78	28	information	information	NOUN
easat-5840	78	29	about	about	ADP
easat-5840	78	30	candidates	candidate	NOUN
easat-5840	78	31	and	and	CCONJ
easat-5840	78	32	political	political	ADJ
easat-5840	78	33	parties	party	NOUN
easat-5840	78	34	that	that	PRON
easat-5840	78	35	align	align	VERB
easat-5840	78	36	with	with	ADP
easat-5840	78	37	voters	voter	NOUN
easat-5840	78	38	'	'	PART
easat-5840	78	39	preferences	preference	NOUN
easat-5840	78	40	(	(	PUNCT
easat-5840	78	41	party	party	NOUN
easat-5840	78	42	affiliation	affiliation	NOUN
easat-5840	78	43	)	)	PUNCT
easat-5840	78	44	is	be	AUX
easat-5840	78	45	one	one	NUM
easat-5840	78	46	of	of	ADP
easat-5840	78	47	the	the	DET
easat-5840	78	48	most	most	ADV
easat-5840	78	49	critical	critical	ADJ
easat-5840	78	50	principles	principle	NOUN
easat-5840	78	51	for	for	ADP
easat-5840	78	52	reducing	reduce	VERB
easat-5840	78	53	information	information	NOUN
easat-5840	78	54	processing	processing	NOUN
easat-5840	78	55	demands	demand	NOUN
easat-5840	78	56	.	.	PUNCT
easat-5840	79	1	(	(	PUNCT
easat-5840	79	2	2	2	X
easat-5840	79	3	)	)	PUNCT
easat-5840	79	4	ideological	ideological	ADJ
easat-5840	79	5	information	information	NOUN
easat-5840	79	6	involves	involve	VERB
easat-5840	79	7	using	use	VERB
easat-5840	79	8	the	the	DET
easat-5840	79	9	ideological	ideological	ADJ
easat-5840	79	10	perspectives	perspective	NOUN
easat-5840	79	11	of	of	ADP
easat-5840	79	12	the	the	DET
easat-5840	79	13	party	party	NOUN
easat-5840	79	14	and	and	CCONJ
easat-5840	79	15	candidates	candidate	NOUN
easat-5840	79	16	to	to	PART
easat-5840	79	17	simplify	simplify	VERB
easat-5840	79	18	thinking	thinking	NOUN
easat-5840	79	19	and	and	CCONJ
easat-5840	79	20	decision	decision	NOUN
easat-5840	79	21	-	-	PUNCT
easat-5840	79	22	making	make	VERB
easat-5840	79	23	efforts	effort	NOUN
easat-5840	79	24	.	.	PUNCT
easat-5840	80	1	(	(	PUNCT
easat-5840	80	2	3	3	X
easat-5840	80	3	)	)	PUNCT
easat-5840	80	4	endorsements	endorsement	NOUN
easat-5840	80	5	by	by	ADP
easat-5840	80	6	well	well	ADV
easat-5840	80	7	-	-	PUNCT
easat-5840	80	8	known	know	VERB
easat-5840	80	9	individuals	individual	NOUN
easat-5840	80	10	serve	serve	VERB
easat-5840	80	11	as	as	ADP
easat-5840	80	12	a	a	DET
easat-5840	80	13	reliance	reliance	NOUN
easat-5840	80	14	on	on	ADP
easat-5840	80	15	approvals	approval	NOUN
easat-5840	80	16	from	from	ADP
easat-5840	80	17	reputable	reputable	ADJ
easat-5840	80	18	figures	figure	NOUN
easat-5840	80	19	,	,	PUNCT
easat-5840	80	20	helping	help	VERB
easat-5840	80	21	to	to	PART
easat-5840	80	22	distill	distill	VERB
easat-5840	80	23	complex	complex	ADJ
easat-5840	80	24	information	information	NOUN
easat-5840	80	25	into	into	ADP
easat-5840	80	26	easily	easily	ADV
easat-5840	80	27	understandable	understandable	ADJ
easat-5840	80	28	terms	term	NOUN
easat-5840	80	29	.	.	PUNCT
easat-5840	81	1	in	in	ADP
easat-5840	81	2	essence	essence	NOUN
easat-5840	81	3	,	,	PUNCT
easat-5840	81	4	it	it	PRON
easat-5840	81	5	is	be	AUX
easat-5840	81	6	the	the	DET
easat-5840	81	7	filtering	filtering	NOUN
easat-5840	81	8	of	of	ADP
easat-5840	81	9	information	information	NOUN
easat-5840	81	10	through	through	ADP
easat-5840	81	11	credible	credible	ADJ
easat-5840	81	12	sources	source	NOUN
easat-5840	81	13	.	.	PUNCT
easat-5840	82	1	(	(	PUNCT
easat-5840	82	2	4	4	X
easat-5840	82	3	)	)	PUNCT
easat-5840	82	4	poll	poll	NOUN
easat-5840	82	5	results	result	NOUN
easat-5840	82	6	are	be	AUX
easat-5840	82	7	used	use	VERB
easat-5840	82	8	to	to	PART
easat-5840	82	9	reduce	reduce	VERB
easat-5840	82	10	the	the	DET
easat-5840	82	11	amount	amount	NOUN
easat-5840	82	12	of	of	ADP
easat-5840	82	13	information	information	NOUN
easat-5840	82	14	that	that	PRON
easat-5840	82	15	needs	need	VERB
easat-5840	82	16	to	to	PART
easat-5840	82	17	be	be	AUX
easat-5840	82	18	processed	process	VERB
easat-5840	82	19	by	by	ADP
easat-5840	82	20	providing	provide	VERB
easat-5840	82	21	insights	insight	NOUN
easat-5840	82	22	into	into	ADP
easat-5840	82	23	a	a	DET
easat-5840	82	24	candidate	candidate	NOUN
easat-5840	82	25	's	's	PART
easat-5840	82	26	chances	chance	NOUN
easat-5840	82	27	of	of	ADP
easat-5840	82	28	winning	win	VERB
easat-5840	82	29	the	the	DET
easat-5840	82	30	competition	competition	NOUN
easat-5840	82	31	,	,	PUNCT
easat-5840	82	32	which	which	PRON
easat-5840	82	33	can	can	AUX
easat-5840	82	34	either	either	CCONJ
easat-5840	82	35	boost	boost	VERB
easat-5840	82	36	confidence	confidence	NOUN
easat-5840	82	37	or	or	CCONJ
easat-5840	82	38	lead	lead	VERB
easat-5840	82	39	to	to	ADP
easat-5840	82	40	a	a	DET
easat-5840	82	41	change	change	NOUN
easat-5840	82	42	of	of	ADP
easat-5840	82	43	mind	mind	NOUN
easat-5840	82	44	,	,	PUNCT
easat-5840	82	45	avoiding	avoid	VERB
easat-5840	82	46	support	support	NOUN
easat-5840	82	47	for	for	ADP
easat-5840	82	48	a	a	DET
easat-5840	82	49	less	less	ADV
easat-5840	82	50	likely	likely	ADJ
easat-5840	82	51	candidate	candidate	NOUN
easat-5840	82	52	,	,	PUNCT
easat-5840	82	53	as	as	SCONJ
easat-5840	82	54	voting	vote	VERB
easat-5840	82	55	for	for	ADP
easat-5840	82	56	them	they	PRON
easat-5840	82	57	could	could	AUX
easat-5840	82	58	be	be	AUX
easat-5840	82	59	seen	see	VERB
easat-5840	82	60	as	as	ADP
easat-5840	82	61	a	a	DET
easat-5840	82	62	waste	waste	NOUN
easat-5840	82	63	.	.	PUNCT
easat-5840	83	1	(	(	PUNCT
easat-5840	83	2	5	5	X
easat-5840	83	3	)	)	PUNCT
easat-5840	83	4	image	image	NOUN
easat-5840	83	5	appearance	appearance	NOUN
easat-5840	83	6	refers	refer	VERB
easat-5840	83	7	to	to	ADP
easat-5840	83	8	the	the	DET
easat-5840	83	9	consideration	consideration	NOUN
easat-5840	83	10	of	of	ADP
easat-5840	83	11	external	external	ADJ
easat-5840	83	12	characteristics	characteristic	NOUN
easat-5840	83	13	,	,	PUNCT
easat-5840	83	14	both	both	PRON
easat-5840	83	15	of	of	ADP
easat-5840	83	16	the	the	DET
easat-5840	83	17	candidates	candidate	NOUN
easat-5840	83	18	and	and	CCONJ
easat-5840	83	19	the	the	DET
easat-5840	83	20	political	political	ADJ
easat-5840	83	21	party	party	NOUN
easat-5840	83	22	,	,	PUNCT
easat-5840	83	23	which	which	PRON
easat-5840	83	24	are	be	AUX
easat-5840	83	25	perceived	perceive	VERB
easat-5840	83	26	as	as	ADP
easat-5840	83	27	attractive	attractive	ADJ
easat-5840	83	28	or	or	CCONJ
easat-5840	83	29	impressive	impressive	ADJ
easat-5840	83	30	from	from	ADP
easat-5840	83	31	their	their	PRON
easat-5840	83	32	external	external	ADJ
easat-5840	83	33	image	image	NOUN
easat-5840	83	34	.	.	PUNCT
easat-5840	84	1	this	this	PRON
easat-5840	84	2	often	often	ADV
easat-5840	84	3	leads	lead	VERB
easat-5840	84	4	to	to	ADP
easat-5840	84	5	a	a	DET
easat-5840	84	6	generalized	generalized	ADJ
easat-5840	84	7	interpretation	interpretation	NOUN
easat-5840	84	8	that	that	SCONJ
easat-5840	84	9	the	the	DET
easat-5840	84	10	candidate	candidate	NOUN
easat-5840	84	11	or	or	CCONJ
easat-5840	84	12	party	party	NOUN
easat-5840	84	13	is	be	AUX
easat-5840	84	14	modern	modern	ADJ
easat-5840	84	15	and	and	CCONJ
easat-5840	84	16	outstanding	outstanding	ADJ
easat-5840	84	17	based	base	VERB
easat-5840	84	18	on	on	ADP
easat-5840	84	19	their	their	PRON
easat-5840	84	20	appearance	appearance	NOUN
easat-5840	84	21	.	.	PUNCT
easat-5840	85	1	each	each	PRON
easat-5840	85	2	of	of	ADP
easat-5840	85	3	these	these	DET
easat-5840	85	4	principles	principle	NOUN
easat-5840	85	5	aids	aid	VERB
easat-5840	85	6	in	in	ADP
easat-5840	85	7	simplifying	simplify	VERB
easat-5840	85	8	the	the	DET
easat-5840	85	9	political	political	ADJ
easat-5840	85	10	decision	decision	NOUN
easat-5840	85	11	-	-	PUNCT
easat-5840	85	12	making	make	VERB
easat-5840	85	13	process	process	NOUN
easat-5840	85	14	,	,	PUNCT
easat-5840	85	15	but	but	CCONJ
easat-5840	85	16	they	they	PRON
easat-5840	85	17	can	can	AUX
easat-5840	85	18	also	also	ADV
easat-5840	85	19	introduce	introduce	VERB
easat-5840	85	20	biases	bias	NOUN
easat-5840	85	21	or	or	CCONJ
easat-5840	85	22	errors	error	NOUN
easat-5840	85	23	,	,	PUNCT
easat-5840	85	24	particularly	particularly	ADV
easat-5840	85	25	when	when	SCONJ
easat-5840	85	26	applied	apply	VERB
easat-5840	85	27	by	by	ADP
easat-5840	85	28	individuals	individual	NOUN
easat-5840	85	29	with	with	ADP
easat-5840	85	30	limited	limited	ADJ
easat-5840	85	31	political	political	ADJ
easat-5840	85	32	experience	experience	NOUN
easat-5840	85	33	.	.	PUNCT
easat-5840	86	1	these	these	DET
easat-5840	86	2	variables	variable	NOUN
easat-5840	86	3	have	have	AUX
easat-5840	86	4	been	be	AUX
easat-5840	86	5	used	use	VERB
easat-5840	86	6	in	in	ADP
easat-5840	86	7	research	research	NOUN
easat-5840	86	8	in	in	ADP
easat-5840	86	9	the	the	DET
easat-5840	86	10	united	united	PROPN
easat-5840	86	11	states	states	PROPN
easat-5840	86	12	in	in	ADP
easat-5840	86	13	2001	2001	NUM
easat-5840	86	14	,	,	PUNCT
easat-5840	86	15	with	with	ADP
easat-5840	86	16	findings	finding	NOUN
easat-5840	86	17	showing	show	VERB
easat-5840	86	18	that	that	SCONJ
easat-5840	86	19	these	these	DET
easat-5840	86	20	variables	variable	NOUN
easat-5840	86	21	are	be	AUX
easat-5840	86	22	significant	significant	ADJ
easat-5840	86	23	factors	factor	NOUN
easat-5840	86	24	that	that	PRON
easat-5840	86	25	voters	voter	NOUN
easat-5840	86	26	remember	remember	VERB
easat-5840	86	27	and	and	CCONJ
easat-5840	86	28	use	use	VERB
easat-5840	86	29	in	in	ADP
easat-5840	86	30	political	political	ADJ
easat-5840	86	31	decision	decision	NOUN
easat-5840	86	32	-	-	PUNCT
easat-5840	86	33	making	make	VERB
easat-5840	86	34	concisely	concisely	ADV
easat-5840	86	35	and	and	CCONJ
easat-5840	86	36	quickly	quickly	ADV
easat-5840	86	37	.	.	PUNCT
easat-5840	87	1	the	the	DET
easat-5840	87	2	researcher	researcher	NOUN
easat-5840	87	3	applied	apply	VERB
easat-5840	87	4	three	three	NUM
easat-5840	87	5	concepts	concept	NOUN
easat-5840	87	6	:	:	PUNCT
easat-5840	87	7	1	1	X
easat-5840	87	8	)	)	PUNCT
easat-5840	87	9	perception	perception	NOUN
easat-5840	87	10	from	from	ADP
easat-5840	87	11	social	social	ADJ
easat-5840	87	12	media	medium	NOUN
easat-5840	87	13	,	,	PUNCT
easat-5840	87	14	2	2	X
easat-5840	87	15	)	)	PUNCT
easat-5840	87	16	party	party	NOUN
easat-5840	87	17	partisan	partisan	NOUN
easat-5840	87	18	,	,	PUNCT
easat-5840	87	19	and	and	CCONJ
easat-5840	87	20	3	3	X
easat-5840	87	21	)	)	PUNCT
easat-5840	87	22	cognitive	cognitive	ADJ
easat-5840	87	23	heuristic	heuristic	ADJ
easat-5840	87	24	theory	theory	NOUN
easat-5840	87	25	[	[	X
easat-5840	87	26	8	8	NUM
easat-5840	87	27	]	]	PUNCT
easat-5840	87	28	as	as	ADP
easat-5840	87	29	a	a	DET
easat-5840	87	30	framework	framework	NOUN
easat-5840	87	31	to	to	PART
easat-5840	87	32	study	study	VERB
easat-5840	87	33	political	political	ADJ
easat-5840	87	34	phenomena	phenomenon	NOUN
easat-5840	87	35	in	in	ADP
easat-5840	87	36	thailand	thailand	PROPN
easat-5840	87	37	from	from	ADP
easat-5840	87	38	2017	2017	NUM
easat-5840	87	39	to	to	ADP
easat-5840	87	40	2024	2024	NUM
easat-5840	87	41	,	,	PUNCT
easat-5840	87	42	a	a	DET
easat-5840	87	43	period	period	NOUN
easat-5840	87	44	marked	mark	VERB
easat-5840	87	45	by	by	ADP
easat-5840	87	46	the	the	DET
easat-5840	87	47	2017	2017	NUM
easat-5840	87	48	constitution	constitution	NOUN
easat-5840	87	49	and	and	CCONJ
easat-5840	87	50	the	the	DET
easat-5840	87	51	rise	rise	NOUN
easat-5840	87	52	of	of	ADP
easat-5840	87	53	the	the	DET
easat-5840	87	54	orange	orange	ADJ
easat-5840	87	55	political	political	ADJ
easat-5840	87	56	party	party	NOUN
easat-5840	87	57	.	.	PUNCT
easat-5840	88	1	figure	figure	NOUN
easat-5840	88	2	2	2	NUM
easat-5840	88	3	illustrates	illustrate	VERB
easat-5840	88	4	the	the	DET
easat-5840	88	5	research	research	NOUN
easat-5840	88	6	framework	framework	NOUN
easat-5840	88	7	of	of	ADP
easat-5840	88	8	study	study	NOUN
easat-5840	88	9	,	,	PUNCT
easat-5840	88	10	2535	2535	NUM
easat-5840	88	11	edelweiss	edelweiss	PROPN
easat-5840	88	12	applied	apply	VERB
easat-5840	88	13	science	science	NOUN
easat-5840	88	14	and	and	CCONJ
easat-5840	88	15	technology	technology	NOUN
easat-5840	88	16	issn	issn	PROPN
easat-5840	88	17	:	:	PUNCT
easat-5840	88	18	2576	2576	NUM
easat-5840	88	19	-	-	SYM
easat-5840	88	20	8484	8484	NUM
easat-5840	88	21	vol	vol	NOUN
easat-5840	88	22	.	.	PROPN
easat-5840	89	1	9	9	NUM
easat-5840	89	2	,	,	PUNCT
easat-5840	89	3	no	no	INTJ
easat-5840	89	4	.	.	NOUN
easat-5840	90	1	3	3	NUM
easat-5840	90	2	:	:	PUNCT
easat-5840	90	3	2531	2531	NUM
easat-5840	90	4	-	-	SYM
easat-5840	90	5	2542	2542	NUM
easat-5840	90	6	,	,	PUNCT
easat-5840	90	7	2025	2025	NUM
easat-5840	90	8	doi	doi	NOUN
easat-5840	90	9	:	:	PUNCT
easat-5840	90	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	90	11	©	©	PROPN
easat-5840	90	12	2025	2025	NUM
easat-5840	90	13	by	by	ADP
easat-5840	90	14	the	the	DET
easat-5840	90	15	authors	author	NOUN
easat-5840	90	16	;	;	PUNCT
easat-5840	90	17	licensee	licensee	PROPN
easat-5840	90	18	learning	learn	VERB
easat-5840	90	19	gate	gate	NOUN
easat-5840	90	20	figure	figure	NOUN
easat-5840	90	21	2	2	NUM
easat-5840	90	22	.	.	PUNCT
easat-5840	90	23	research	research	NOUN
easat-5840	90	24	framework	framework	NOUN
easat-5840	90	25	.	.	PUNCT
easat-5840	91	1	source	source	NOUN
easat-5840	91	2	:	:	PUNCT
easat-5840	91	3	wisut	wisut	PROPN
easat-5840	91	4	khunsiri	khunsiri	PROPN
easat-5840	91	5	et	et	PROPN
easat-5840	91	6	al	al	PROPN
easat-5840	91	7	.	.	PROPN
easat-5840	91	8	,	,	PUNCT
easat-5840	91	9	integrated	integrate	VERB
easat-5840	91	10	and	and	CCONJ
easat-5840	91	11	applied	apply	VERB
easat-5840	91	12	from	from	ADP
easat-5840	91	13	the	the	DET
easat-5840	91	14	three	three	NUM
easat-5840	91	15	concepts	concept	NOUN
easat-5840	91	16	mentioned	mention	VERB
easat-5840	91	17	above	above	ADV
easat-5840	91	18	:	:	PUNCT
easat-5840	91	19	1	1	X
easat-5840	91	20	)	)	PUNCT
easat-5840	91	21	concept	concept	NOUN
easat-5840	91	22	of	of	ADP
easat-5840	91	23	perception	perception	NOUN
easat-5840	91	24	from	from	ADP
easat-5840	91	25	social	social	ADJ
easat-5840	91	26	media	medium	NOUN
easat-5840	91	27	,	,	PUNCT
easat-5840	91	28	2	2	X
easat-5840	91	29	)	)	PUNCT
easat-5840	91	30	party	party	NOUN
easat-5840	91	31	partisan	partisan	ADJ
easat-5840	91	32	concept	concept	NOUN
easat-5840	91	33	,	,	PUNCT
easat-5840	91	34	and	and	CCONJ
easat-5840	91	35	3	3	X
easat-5840	91	36	)	)	PUNCT
easat-5840	91	37	cognitive	cognitive	ADJ
easat-5840	91	38	heuristic	heuristic	ADJ
easat-5840	91	39	theory	theory	NOUN
easat-5840	91	40	[	[	X
easat-5840	91	41	8	8	NUM
easat-5840	91	42	]	]	PUNCT
easat-5840	91	43	.	.	PUNCT
easat-5840	92	1	1.5	1.5	NUM
easat-5840	92	2	.	.	PUNCT
easat-5840	93	1	definitions	definition	NOUN
easat-5840	93	2	1	1	NUM
easat-5840	93	3	)	)	PUNCT
easat-5840	93	4	orange	orange	PROPN
easat-5840	93	5	party	party	PROPN
easat-5840	93	6	refers	refer	VERB
easat-5840	93	7	to	to	ADP
easat-5840	93	8	the	the	DET
easat-5840	93	9	political	political	ADJ
easat-5840	93	10	party	party	NOUN
easat-5840	93	11	that	that	PRON
easat-5840	93	12	inherited	inherit	VERB
easat-5840	93	13	its	its	PRON
easat-5840	93	14	ideology	ideology	NOUN
easat-5840	93	15	from	from	ADP
easat-5840	93	16	the	the	DET
easat-5840	93	17	future	future	ADJ
easat-5840	93	18	forward	forward	ADJ
easat-5840	93	19	party	party	NOUN
easat-5840	93	20	,	,	PUNCT
easat-5840	93	21	including	include	VERB
easat-5840	93	22	the	the	DET
easat-5840	93	23	move	move	NOUN
easat-5840	93	24	forward	forward	ADP
easat-5840	93	25	party	party	NOUN
easat-5840	93	26	and	and	CCONJ
easat-5840	93	27	the	the	DET
easat-5840	93	28	people	people	NOUN
easat-5840	93	29	's	's	PART
easat-5840	93	30	party	party	NOUN
easat-5840	93	31	.	.	PUNCT
easat-5840	94	1	2	2	X
easat-5840	94	2	)	)	PUNCT
easat-5840	94	3	reception	reception	NOUN
easat-5840	94	4	refers	refer	VERB
easat-5840	94	5	to	to	ADP
easat-5840	94	6	the	the	DET
easat-5840	94	7	process	process	NOUN
easat-5840	94	8	by	by	ADP
easat-5840	94	9	which	which	PRON
easat-5840	94	10	the	the	DET
easat-5840	94	11	target	target	NOUN
easat-5840	94	12	audience	audience	NOUN
easat-5840	94	13	of	of	ADP
easat-5840	94	14	the	the	DET
easat-5840	94	15	party	party	NOUN
easat-5840	94	16	selects	select	VERB
easat-5840	94	17	media	medium	NOUN
easat-5840	94	18	,	,	PUNCT
easat-5840	94	19	chooses	choose	VERB
easat-5840	94	20	to	to	PART
easat-5840	94	21	receive	receive	VERB
easat-5840	94	22	,	,	PUNCT
easat-5840	94	23	and	and	CCONJ
easat-5840	94	24	remembers	remember	VERB
easat-5840	94	25	information	information	NOUN
easat-5840	94	26	from	from	ADP
easat-5840	94	27	the	the	DET
easat-5840	94	28	political	political	ADJ
easat-5840	94	29	party	party	NOUN
easat-5840	94	30	.	.	PUNCT
easat-5840	95	1	3	3	X
easat-5840	95	2	)	)	PUNCT
easat-5840	95	3	cognitive	cognitive	ADJ
easat-5840	95	4	heuristics	heuristic	NOUN
easat-5840	95	5	refer	refer	VERB
easat-5840	95	6	to	to	ADP
easat-5840	95	7	the	the	DET
easat-5840	95	8	psychology	psychology	NOUN
easat-5840	95	9	of	of	ADP
easat-5840	95	10	managing	manage	VERB
easat-5840	95	11	large	large	ADJ
easat-5840	95	12	amounts	amount	NOUN
easat-5840	95	13	of	of	ADP
easat-5840	95	14	information	information	NOUN
easat-5840	95	15	to	to	PART
easat-5840	95	16	use	use	VERB
easat-5840	95	17	as	as	ADP
easat-5840	95	18	reasons	reason	NOUN
easat-5840	95	19	for	for	ADP
easat-5840	95	20	decision	decision	NOUN
easat-5840	95	21	-	-	PUNCT
easat-5840	95	22	making	making	NOUN
easat-5840	95	23	by	by	ADP
easat-5840	95	24	filtering	filter	VERB
easat-5840	95	25	information	information	NOUN
easat-5840	95	26	and	and	CCONJ
easat-5840	95	27	choosing	choose	VERB
easat-5840	95	28	to	to	PART
easat-5840	95	29	remember	remember	VERB
easat-5840	95	30	key	key	ADJ
easat-5840	95	31	points	point	NOUN
easat-5840	95	32	.	.	PUNCT
easat-5840	96	1	cognitive	cognitive	ADJ
easat-5840	96	2	heuristics	heuristic	NOUN
easat-5840	96	3	are	be	AUX
easat-5840	96	4	suitable	suitable	ADJ
easat-5840	96	5	for	for	ADP
easat-5840	96	6	individuals	individual	NOUN
easat-5840	96	7	with	with	ADP
easat-5840	96	8	sufficient	sufficient	ADJ
easat-5840	96	9	knowledge	knowledge	NOUN
easat-5840	96	10	of	of	ADP
easat-5840	96	11	the	the	DET
easat-5840	96	12	decision	decision	NOUN
easat-5840	96	13	-	-	PUNCT
easat-5840	96	14	making	make	VERB
easat-5840	96	15	topic	topic	NOUN
easat-5840	96	16	,	,	PUNCT
easat-5840	96	17	as	as	SCONJ
easat-5840	96	18	knowledge	knowledge	NOUN
easat-5840	96	19	helps	help	VERB
easat-5840	96	20	reduce	reduce	VERB
easat-5840	96	21	the	the	DET
easat-5840	96	22	negative	negative	ADJ
easat-5840	96	23	impact	impact	NOUN
easat-5840	96	24	of	of	ADP
easat-5840	96	25	biases	bias	NOUN
easat-5840	96	26	.	.	PUNCT
easat-5840	97	1	the	the	DET
easat-5840	97	2	variables	variable	NOUN
easat-5840	97	3	include	include	VERB
easat-5840	97	4	party	party	NOUN
easat-5840	97	5	affiliation	affiliation	NOUN
easat-5840	97	6	,	,	PUNCT
easat-5840	97	7	ideology	ideology	NOUN
easat-5840	97	8	,	,	PUNCT
easat-5840	97	9	endorsements	endorsement	NOUN
easat-5840	97	10	,	,	PUNCT
easat-5840	97	11	poll	poll	NOUN
easat-5840	97	12	results	result	NOUN
easat-5840	97	13	,	,	PUNCT
easat-5840	97	14	image	image	NOUN
easat-5840	97	15	appearance	appearance	NOUN
easat-5840	97	16	.	.	PUNCT
easat-5840	98	1	4	4	NUM
easat-5840	98	2	)	)	PUNCT
easat-5840	98	3	party	party	NOUN
easat-5840	98	4	partisan	partisan	NOUN
easat-5840	98	5	refers	refer	VERB
easat-5840	98	6	to	to	ADP
easat-5840	98	7	the	the	DET
easat-5840	98	8	behavior	behavior	NOUN
easat-5840	98	9	of	of	ADP
easat-5840	98	10	individuals	individual	NOUN
easat-5840	98	11	who	who	PRON
easat-5840	98	12	consistently	consistently	ADV
easat-5840	98	13	support	support	VERB
easat-5840	98	14	a	a	DET
easat-5840	98	15	political	political	ADJ
easat-5840	98	16	party	party	NOUN
easat-5840	98	17	,	,	PUNCT
easat-5840	98	18	even	even	ADV
easat-5840	98	19	when	when	SCONJ
easat-5840	98	20	faced	face	VERB
easat-5840	98	21	with	with	ADP
easat-5840	98	22	contrary	contrary	ADJ
easat-5840	98	23	factors	factor	NOUN
easat-5840	98	24	.	.	PUNCT
easat-5840	99	1	5	5	X
easat-5840	99	2	)	)	PUNCT
easat-5840	99	3	novice	novice	NOUN
easat-5840	99	4	voters	voter	NOUN
easat-5840	99	5	refer	refer	VERB
easat-5840	99	6	to	to	ADP
easat-5840	99	7	gen	gen	PROPN
easat-5840	99	8	z	z	NOUN
easat-5840	99	9	citizens	citizen	NOUN
easat-5840	99	10	born	bear	VERB
easat-5840	99	11	since	since	SCONJ
easat-5840	99	12	1994	1994	NUM
easat-5840	99	13	,	,	PUNCT
easat-5840	99	14	who	who	PRON
easat-5840	99	15	have	have	AUX
easat-5840	99	16	been	be	AUX
easat-5840	99	17	eligible	eligible	ADJ
easat-5840	99	18	to	to	PART
easat-5840	99	19	vote	vote	VERB
easat-5840	99	20	since	since	SCONJ
easat-5840	99	21	2019	2019	NUM
easat-5840	99	22	and	and	CCONJ
easat-5840	99	23	have	have	AUX
easat-5840	99	24	experienced	experience	VERB
easat-5840	99	25	no	no	DET
easat-5840	99	26	more	more	ADJ
easat-5840	99	27	than	than	ADP
easat-5840	99	28	two	two	NUM
easat-5840	99	29	elections	election	NOUN
easat-5840	99	30	.	.	PUNCT
easat-5840	100	1	1.6	1.6	NUM
easat-5840	100	2	.	.	PUNCT
easat-5840	101	1	research	research	NOUN
easat-5840	101	2	hypotheses	hypothesis	NOUN
easat-5840	101	3	1	1	X
easat-5840	101	4	)	)	PUNCT
easat-5840	101	5	most	most	ADJ
easat-5840	101	6	novice	novice	NOUN
easat-5840	101	7	voters	voter	NOUN
easat-5840	101	8	can	can	AUX
easat-5840	101	9	not	not	PART
easat-5840	101	10	clearly	clearly	ADV
easat-5840	101	11	articulate	articulate	VERB
easat-5840	101	12	the	the	DET
easat-5840	101	13	party	party	NOUN
easat-5840	101	14	's	's	PART
easat-5840	101	15	ideology	ideology	NOUN
easat-5840	101	16	.	.	PUNCT
easat-5840	102	1	2	2	X
easat-5840	102	2	)	)	PUNCT
easat-5840	102	3	most	most	ADJ
easat-5840	102	4	novice	novice	NOUN
easat-5840	102	5	voters	voter	NOUN
easat-5840	102	6	use	use	VERB
easat-5840	102	7	the	the	DET
easat-5840	102	8	party	party	NOUN
easat-5840	102	9	's	's	PART
easat-5840	102	10	external	external	ADJ
easat-5840	102	11	image	image	NOUN
easat-5840	102	12	in	in	ADP
easat-5840	102	13	their	their	PRON
easat-5840	102	14	political	political	ADJ
easat-5840	102	15	decision	decision	NOUN
easat-5840	102	16	-	-	PUNCT
easat-5840	102	17	making	making	NOUN
easat-5840	102	18	.	.	PUNCT
easat-5840	103	1	3	3	X
easat-5840	103	2	)	)	PUNCT
easat-5840	103	3	most	most	ADJ
easat-5840	103	4	novice	novice	NOUN
easat-5840	103	5	voters	voter	NOUN
easat-5840	103	6	use	use	VERB
easat-5840	103	7	online	online	ADJ
easat-5840	103	8	media	medium	NOUN
easat-5840	103	9	to	to	PART
easat-5840	103	10	receive	receive	VERB
easat-5840	103	11	political	political	ADJ
easat-5840	103	12	information	information	NOUN
easat-5840	103	13	.	.	PUNCT
easat-5840	104	1	4	4	X
easat-5840	104	2	)	)	PUNCT
easat-5840	104	3	most	most	ADJ
easat-5840	104	4	novice	novice	NOUN
easat-5840	104	5	voter	voter	NOUN
easat-5840	104	6	’s	’s	PART
easat-5840	104	7	emotions	emotion	NOUN
easat-5840	104	8	often	often	ADV
easat-5840	104	9	outweigh	outweigh	VERB
easat-5840	104	10	reason	reason	NOUN
easat-5840	104	11	.	.	PUNCT
easat-5840	105	1	2	2	X
easat-5840	105	2	.	.	X
easat-5840	105	3	methodology	methodology	NOUN
easat-5840	105	4	this	this	DET
easat-5840	105	5	research	research	NOUN
easat-5840	105	6	employs	employ	VERB
easat-5840	105	7	a	a	DET
easat-5840	105	8	mixed	mixed	ADJ
easat-5840	105	9	-	-	PUNCT
easat-5840	105	10	methods	method	NOUN
easat-5840	105	11	approach	approach	NOUN
easat-5840	105	12	,	,	PUNCT
easat-5840	105	13	using	use	VERB
easat-5840	105	14	both	both	CCONJ
easat-5840	105	15	qualitative	qualitative	ADJ
easat-5840	105	16	and	and	CCONJ
easat-5840	105	17	quantitative	quantitative	ADJ
easat-5840	105	18	methods	method	NOUN
easat-5840	105	19	to	to	PART
easat-5840	105	20	answer	answer	VERB
easat-5840	105	21	four	four	NUM
easat-5840	105	22	objectives	objective	NOUN
easat-5840	105	23	.	.	PUNCT
easat-5840	106	1	2.1	2.1	NUM
easat-5840	106	2	.	.	PUNCT
easat-5840	106	3	population	population	NOUN
easat-5840	106	4	and	and	CCONJ
easat-5840	106	5	sample	sample	VERB
easat-5840	106	6	this	this	DET
easat-5840	106	7	research	research	NOUN
easat-5840	106	8	studies	study	NOUN
easat-5840	106	9	political	political	ADJ
easat-5840	106	10	phenomena	phenomenon	NOUN
easat-5840	106	11	in	in	ADP
easat-5840	106	12	thailand	thailand	PROPN
easat-5840	106	13	related	relate	VERB
easat-5840	106	14	to	to	ADP
easat-5840	106	15	the	the	DET
easat-5840	106	16	orange	orange	PROPN
easat-5840	106	17	party	party	PROPN
easat-5840	106	18	and	and	CCONJ
easat-5840	106	19	predicts	predict	VERB
easat-5840	106	20	the	the	DET
easat-5840	106	21	upcoming	upcoming	ADJ
easat-5840	106	22	elections	election	NOUN
easat-5840	106	23	in	in	ADP
easat-5840	106	24	the	the	DET
easat-5840	106	25	next	next	ADJ
easat-5840	106	26	a	a	DET
easat-5840	106	27	few	few	ADJ
easat-5840	106	28	years	year	NOUN
easat-5840	106	29	.	.	PUNCT
easat-5840	107	1	therefore	therefore	ADV
easat-5840	107	2	,	,	PUNCT
easat-5840	107	3	the	the	DET
easat-5840	107	4	researcher	researcher	NOUN
easat-5840	107	5	selected	select	VERB
easat-5840	107	6	gen	gen	PROPN
easat-5840	107	7	z	z	NOUN
easat-5840	107	8	(	(	PUNCT
easat-5840	107	9	table	table	NOUN
easat-5840	107	10	1	1	NUM
easat-5840	107	11	)	)	PUNCT
easat-5840	107	12	,	,	PUNCT
easat-5840	107	13	who	who	PRON
easat-5840	107	14	are	be	AUX
easat-5840	107	15	eligible	eligible	ADJ
easat-5840	107	16	to	to	PART
easat-5840	107	17	vote	vote	VERB
easat-5840	107	18	in	in	ADP
easat-5840	107	19	the	the	DET
easat-5840	107	20	upcoming	upcoming	ADJ
easat-5840	107	21	elections	election	NOUN
easat-5840	107	22	,	,	PUNCT
easat-5840	107	23	as	as	ADP
easat-5840	107	24	the	the	DET
easat-5840	107	25	target	target	NOUN
easat-5840	107	26	group	group	NOUN
easat-5840	107	27	.	.	PUNCT
easat-5840	108	1	2536	2536	NUM
easat-5840	108	2	edelweiss	edelweiss	PROPN
easat-5840	108	3	applied	apply	VERB
easat-5840	108	4	science	science	NOUN
easat-5840	108	5	and	and	CCONJ
easat-5840	108	6	technology	technology	NOUN
easat-5840	108	7	issn	issn	PROPN
easat-5840	108	8	:	:	PUNCT
easat-5840	108	9	2576	2576	NUM
easat-5840	108	10	-	-	SYM
easat-5840	108	11	8484	8484	NUM
easat-5840	108	12	vol	vol	NOUN
easat-5840	108	13	.	.	PROPN
easat-5840	109	1	9	9	NUM
easat-5840	109	2	,	,	PUNCT
easat-5840	109	3	no	no	INTJ
easat-5840	109	4	.	.	NOUN
easat-5840	110	1	3	3	NUM
easat-5840	110	2	:	:	PUNCT
easat-5840	110	3	2531	2531	NUM
easat-5840	110	4	-	-	SYM
easat-5840	110	5	2542	2542	NUM
easat-5840	110	6	,	,	PUNCT
easat-5840	110	7	2025	2025	NUM
easat-5840	110	8	doi	doi	NOUN
easat-5840	110	9	:	:	PUNCT
easat-5840	110	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	110	11	©	©	PROPN
easat-5840	110	12	2025	2025	NUM
easat-5840	110	13	by	by	ADP
easat-5840	110	14	the	the	DET
easat-5840	110	15	authors	author	NOUN
easat-5840	110	16	;	;	PUNCT
easat-5840	110	17	licensee	licensee	PROPN
easat-5840	110	18	learning	learn	VERB
easat-5840	110	19	gate	gate	NOUN
easat-5840	110	20	table	table	NOUN
easat-5840	110	21	1	1	NUM
easat-5840	110	22	.	.	SYM
easat-5840	110	23	2024	2024	NUM
easat-5840	110	24	gen	gen	PROPN
easat-5840	110	25	z	z	NOUN
easat-5840	110	26	population	population	NOUN
easat-5840	110	27	size	size	NOUN
easat-5840	110	28	data	data	PROPN
easat-5840	110	29	.	.	PUNCT
easat-5840	111	1	year	year	NOUN
easat-5840	111	2	of	of	ADP
easat-5840	111	3	birth	birth	NOUN
easat-5840	111	4	b.e./a.d	b.e./a.d	NOUN
easat-5840	111	5	.	.	PUNCT
easat-5840	112	1	age	age	NOUN
easat-5840	112	2	male	male	ADJ
easat-5840	112	3	female	female	ADJ
easat-5840	112	4	total	total	NOUN
easat-5840	112	5	2551/2008	2551/2008	NUM
easat-5840	113	1	16	16	NUM
easat-5840	113	2	402,523	402,523	NUM
easat-5840	113	3	381,599	381,599	NUM
easat-5840	113	4	784,122	784,122	NUM
easat-5840	113	5	2550/2007	2550/2007	NUM
easat-5840	113	6	17	17	NUM
easat-5840	113	7	410,769	410,769	NUM
easat-5840	113	8	389,109	389,109	NUM
easat-5840	113	9	799,878	799,878	NUM
easat-5840	113	10	2549/2006	2549/2006	NUM
easat-5840	113	11	18	18	NUM
easat-5840	113	12	407,445	407,445	NUM
easat-5840	113	13	386,154	386,154	NUM
easat-5840	113	14	793,599	793,599	NUM
easat-5840	113	15	2548/2005	2548/2005	NUM
easat-5840	113	16	19	19	NUM
easat-5840	113	17	411,675	411,675	NUM
easat-5840	113	18	393,225	393,225	NUM
easat-5840	113	19	804,900	804,900	NUM
easat-5840	113	20	2547/2004	2547/2004	NUM
easat-5840	113	21	20	20	NUM
easat-5840	113	22	408,578	408,578	NUM
easat-5840	113	23	389,451	389,451	NUM
easat-5840	113	24	798,029	798,029	NUM
easat-5840	113	25	2546/2003	2546/2003	NUM
easat-5840	113	26	21	21	NUM
easat-5840	113	27	402,172	402,172	NUM
easat-5840	113	28	384,800	384,800	NUM
easat-5840	113	29	786,972	786,972	NUM
easat-5840	113	30	2545/2002	2545/2002	NUM
easat-5840	113	31	22	22	NUM
easat-5840	113	32	399,771	399,771	NUM
easat-5840	113	33	383,472	383,472	NUM
easat-5840	113	34	783,243	783,243	NUM
easat-5840	113	35	2544/2001	2544/2001	NUM
easat-5840	113	36	23	23	NUM
easat-5840	113	37	412,669	412,669	NUM
easat-5840	113	38	398,022	398,022	NUM
easat-5840	113	39	810,691	810,691	NUM
easat-5840	113	40	2543/2000	2543/2000	NUM
easat-5840	113	41	24	24	NUM
easat-5840	113	42	422,884	422,884	NUM
easat-5840	113	43	408,507	408,507	NUM
easat-5840	113	44	831,391	831,391	NUM
easat-5840	113	45	2542/1999	2542/1999	NUM
easat-5840	113	46	25	25	NUM
easat-5840	113	47	425,020	425,020	NUM
easat-5840	113	48	411,483	411,483	NUM
easat-5840	113	49	836,503	836,503	NUM
easat-5840	113	50	2541/1998	2541/1998	NUM
easat-5840	113	51	26	26	NUM
easat-5840	113	52	473,883	473,883	NUM
easat-5840	113	53	459,854	459,854	NUM
easat-5840	113	54	933,737	933,737	NUM
easat-5840	113	55	2540/1997	2540/1997	NUM
easat-5840	113	56	27	27	NUM
easat-5840	113	57	495,125	495,125	NUM
easat-5840	113	58	480,376	480,376	NUM
easat-5840	113	59	975,501	975,501	NUM
easat-5840	113	60	2539/1996	2539/1996	NUM
easat-5840	113	61	28	28	NUM
easat-5840	113	62	492,320	492,320	NUM
easat-5840	113	63	476,956	476,956	NUM
easat-5840	113	64	969,276	969,276	NUM
easat-5840	113	65	2538/1995	2538/1995	NUM
easat-5840	113	66	29	29	NUM
easat-5840	113	67	484,605	484,605	NUM
easat-5840	113	68	470,595	470,595	NUM
easat-5840	113	69	955,200	955,200	NUM
easat-5840	113	70	2537/1994	2537/1994	NUM
easat-5840	113	71	30	30	NUM
easat-5840	113	72	473,589	473,589	NUM
easat-5840	113	73	463,277	463,277	NUM
easat-5840	113	74	936,866	936,866	NUM
easat-5840	113	75	gen	gen	PROPN
easat-5840	113	76	z	z	NOUN
easat-5840	113	77	with	with	ADP
easat-5840	113	78	voting	voting	NOUN
easat-5840	113	79	rights	right	NOUN
easat-5840	113	80	in	in	ADP
easat-5840	113	81	2027	2027	NUM
easat-5840	113	82	6,523,028	6,523,028	NUM
easat-5840	113	83	6,276,880	6,276,880	NUM
easat-5840	113	84	12,799,908	12,799,908	NUM
easat-5840	113	85	source	source	NOUN
easat-5840	113	86	:	:	PUNCT
easat-5840	113	87	the	the	DET
easat-5840	113	88	department	department	NOUN
easat-5840	113	89	of	of	ADP
easat-5840	113	90	provincial	provincial	ADJ
easat-5840	113	91	administration	administration	NOUN
easat-5840	113	92	[	[	X
easat-5840	113	93	9	9	NUM
easat-5840	113	94	]	]	PUNCT
easat-5840	113	95	.	.	PUNCT
easat-5840	114	1	the	the	DET
easat-5840	114	2	researcher	researcher	NOUN
easat-5840	114	3	based	base	VERB
easat-5840	114	4	on	on	ADP
easat-5840	114	5	the	the	DET
easat-5840	114	6	gen	gen	PROPN
easat-5840	114	7	z	z	NOUN
easat-5840	114	8	population	population	NOUN
easat-5840	114	9	size	size	NOUN
easat-5840	114	10	data	datum	NOUN
easat-5840	114	11	from	from	ADP
easat-5840	114	12	the	the	DET
easat-5840	114	13	department	department	NOUN
easat-5840	114	14	of	of	ADP
easat-5840	114	15	provincial	provincial	ADJ
easat-5840	114	16	administration	administration	NOUN
easat-5840	114	17	[	[	X
easat-5840	114	18	9	9	NUM
easat-5840	114	19	]	]	PUNCT
easat-5840	114	20	to	to	PART
easat-5840	114	21	calculate	calculate	VERB
easat-5840	114	22	the	the	DET
easat-5840	114	23	population	population	NOUN
easat-5840	114	24	size	size	NOUN
easat-5840	114	25	as	as	SCONJ
easat-5840	114	26	listed	list	VERB
easat-5840	114	27	in	in	ADP
easat-5840	114	28	table	table	NOUN
easat-5840	114	29	2	2	NUM
easat-5840	114	30	.	.	PUNCT
easat-5840	114	31	table	table	NOUN
easat-5840	114	32	2	2	NUM
easat-5840	114	33	.	.	PUNCT
easat-5840	114	34	sample	sample	NOUN
easat-5840	114	35	size	size	NOUN
easat-5840	114	36	calculation	calculation	NOUN
easat-5840	114	37	table	table	NOUN
easat-5840	114	38	(	(	PUNCT
easat-5840	114	39	krejcie	krejcie	PROPN
easat-5840	114	40	&	&	CCONJ
easat-5840	114	41	morgan	morgan	PROPN
easat-5840	114	42	)	)	PUNCT
easat-5840	114	43	.	.	PUNCT
easat-5840	115	1	description	description	NOUN
easat-5840	115	2	data	datum	NOUN
easat-5840	115	3	(	(	PUNCT
easat-5840	115	4	n	n	CCONJ
easat-5840	115	5	)	)	PUNCT
easat-5840	115	6	population	population	NOUN
easat-5840	115	7	under	under	ADP
easat-5840	115	8	study	study	NOUN
easat-5840	115	9	:	:	PUNCT
easat-5840	115	10	12,800,000	12,800,000	NUM
easat-5840	115	11	(	(	PUNCT
easat-5840	115	12	e	e	NOUN
easat-5840	115	13	)	)	PUNCT
easat-5840	115	14	acceptable	acceptable	ADJ
easat-5840	115	15	error	error	NOUN
easat-5840	115	16	margin	margin	NOUN
easat-5840	115	17	(	(	PUNCT
easat-5840	115	18	%	%	INTJ
easat-5840	115	19	):	):	PUNCT
easat-5840	115	20	0.1	0.1	NUM
easat-5840	115	21	(	(	PUNCT
easat-5840	115	22	x2	x2	ADJ
easat-5840	115	23	)	)	PUNCT
easat-5840	115	24	confidence	confidence	NOUN
easat-5840	115	25	level	level	NOUN
easat-5840	115	26	(	(	PUNCT
easat-5840	115	27	%	%	INTJ
easat-5840	115	28	):	):	PUNCT
easat-5840	115	29	2.706	2.706	NUM
easat-5840	115	30	(	(	PUNCT
easat-5840	115	31	p	p	NOUN
easat-5840	115	32	)	)	PUNCT
easat-5840	115	33	proportion	proportion	NOUN
easat-5840	115	34	of	of	ADP
easat-5840	115	35	the	the	DET
easat-5840	115	36	characteristic	characteristic	NOUN
easat-5840	115	37	of	of	ADP
easat-5840	115	38	interest	interest	NOUN
easat-5840	115	39	in	in	ADP
easat-5840	115	40	the	the	DET
easat-5840	115	41	population	population	NOUN
easat-5840	115	42	(	(	PUNCT
easat-5840	115	43	if	if	SCONJ
easat-5840	115	44	unknown	unknown	ADJ
easat-5840	115	45	,	,	PUNCT
easat-5840	115	46	set	set	VERB
easat-5840	115	47	to	to	ADP
easat-5840	115	48	0.5	0.5	NUM
easat-5840	115	49	):	):	PUNCT
easat-5840	115	50	0.5	0.5	NUM
easat-5840	115	51	(	(	PUNCT
easat-5840	115	52	s	s	NOUN
easat-5840	115	53	)	)	PUNCT
easat-5840	115	54	sample	sample	NOUN
easat-5840	115	55	size	size	NOUN
easat-5840	115	56	:	:	PUNCT
easat-5840	116	1	67.65	67.65	NUM
easat-5840	116	2	source	source	NOUN
easat-5840	116	3	:	:	PUNCT
easat-5840	116	4	https://hpc11.go.th/meworkingge/krejciemorgan/view?n=12800000&e=0.1&x2=2.706&p=0.5&s=67.64964774617	https://hpc11.go.th/meworkingge/krejciemorgan/view?n=12800000&e=0.1&x2=2.706&p=0.5&s=67.64964774617	NOUN
easat-5840	116	5	2.2	2.2	NUM
easat-5840	116	6	.	.	PUNCT
easat-5840	116	7	sample	sample	NOUN
easat-5840	116	8	selection	selection	NOUN
easat-5840	116	9	in	in	ADP
easat-5840	116	10	this	this	DET
easat-5840	116	11	study	study	NOUN
easat-5840	116	12	,	,	PUNCT
easat-5840	116	13	the	the	DET
easat-5840	116	14	sample	sample	NOUN
easat-5840	116	15	selected	select	VERB
easat-5840	116	16	for	for	ADP
easat-5840	116	17	data	data	NOUN
easat-5840	116	18	collection	collection	NOUN
easat-5840	116	19	consists	consist	NOUN
easat-5840	116	20	of	of	ADP
easat-5840	116	21	gen	gen	PROPN
easat-5840	116	22	z	z	NOUN
easat-5840	116	23	students	student	NOUN
easat-5840	116	24	currently	currently	ADV
easat-5840	116	25	enrolled	enrol	VERB
easat-5840	116	26	in	in	ADP
easat-5840	116	27	various	various	ADJ
easat-5840	116	28	universities	university	NOUN
easat-5840	116	29	across	across	ADP
easat-5840	116	30	the	the	DET
easat-5840	116	31	country	country	NOUN
easat-5840	116	32	.	.	PUNCT
easat-5840	117	1	the	the	DET
easat-5840	117	2	sample	sample	NOUN
easat-5840	117	3	selection	selection	NOUN
easat-5840	117	4	method	method	NOUN
easat-5840	117	5	employed	employ	VERB
easat-5840	117	6	is	be	AUX
easat-5840	117	7	convenience	convenience	NOUN
easat-5840	117	8	sampling	sampling	NOUN
easat-5840	117	9	.	.	PUNCT
easat-5840	118	1	the	the	DET
easat-5840	118	2	steps	step	NOUN
easat-5840	118	3	in	in	ADP
easat-5840	118	4	selecting	select	VERB
easat-5840	118	5	the	the	DET
easat-5840	118	6	sample	sample	NOUN
easat-5840	118	7	are	be	AUX
easat-5840	118	8	as	as	SCONJ
easat-5840	118	9	follows	follow	VERB
easat-5840	118	10	:	:	PUNCT
easat-5840	119	1	1	1	X
easat-5840	119	2	.	.	PUNCT
easat-5840	119	3	the	the	DET
easat-5840	119	4	target	target	NOUN
easat-5840	119	5	population	population	NOUN
easat-5840	119	6	for	for	ADP
easat-5840	119	7	this	this	DET
easat-5840	119	8	research	research	NOUN
easat-5840	119	9	consists	consist	VERB
easat-5840	119	10	of	of	ADP
easat-5840	119	11	gen	gen	PROPN
easat-5840	119	12	z	z	NOUN
easat-5840	119	13	students	student	NOUN
easat-5840	119	14	currently	currently	ADV
easat-5840	119	15	studying	study	VERB
easat-5840	119	16	in	in	ADP
easat-5840	119	17	various	various	ADJ
easat-5840	119	18	universities	university	NOUN
easat-5840	119	19	across	across	ADP
easat-5840	119	20	the	the	DET
easat-5840	119	21	country	country	NOUN
easat-5840	119	22	.	.	PUNCT
easat-5840	120	1	2	2	X
easat-5840	120	2	.	.	X
easat-5840	120	3	universities	university	NOUN
easat-5840	120	4	were	be	AUX
easat-5840	120	5	selected	select	VERB
easat-5840	120	6	based	base	VERB
easat-5840	120	7	on	on	ADP
easat-5840	120	8	convenience	convenience	NOUN
easat-5840	120	9	from	from	ADP
easat-5840	120	10	the	the	DET
easat-5840	120	11	target	target	NOUN
easat-5840	120	12	population	population	NOUN
easat-5840	120	13	,	,	PUNCT
easat-5840	120	14	with	with	ADP
easat-5840	120	15	a	a	DET
easat-5840	120	16	focus	focus	NOUN
easat-5840	120	17	on	on	ADP
easat-5840	120	18	those	those	PRON
easat-5840	120	19	that	that	PRON
easat-5840	120	20	were	be	AUX
easat-5840	120	21	easily	easily	ADV
easat-5840	120	22	accessible	accessible	ADJ
easat-5840	120	23	and	and	CCONJ
easat-5840	120	24	where	where	SCONJ
easat-5840	120	25	data	data	NOUN
easat-5840	120	26	collection	collection	NOUN
easat-5840	120	27	could	could	AUX
easat-5840	120	28	be	be	AUX
easat-5840	120	29	conducted	conduct	VERB
easat-5840	120	30	conveniently	conveniently	ADV
easat-5840	120	31	.	.	PUNCT
easat-5840	121	1	preference	preference	NOUN
easat-5840	121	2	was	be	AUX
easat-5840	121	3	given	give	VERB
easat-5840	121	4	to	to	ADP
easat-5840	121	5	universities	university	NOUN
easat-5840	121	6	where	where	SCONJ
easat-5840	121	7	existing	exist	VERB
easat-5840	121	8	contacts	contact	NOUN
easat-5840	121	9	or	or	CCONJ
easat-5840	121	10	familiarities	familiarity	NOUN
easat-5840	121	11	allowed	allow	VERB
easat-5840	121	12	for	for	ADP
easat-5840	121	13	easier	easy	ADJ
easat-5840	121	14	coordination	coordination	NOUN
easat-5840	121	15	.	.	PUNCT
easat-5840	122	1	3	3	X
easat-5840	122	2	.	.	X
easat-5840	122	3	within	within	ADP
easat-5840	122	4	the	the	DET
easat-5840	122	5	selected	select	VERB
easat-5840	122	6	universities	university	NOUN
easat-5840	122	7	,	,	PUNCT
easat-5840	122	8	students	student	NOUN
easat-5840	122	9	were	be	AUX
easat-5840	122	10	chosen	choose	VERB
easat-5840	122	11	based	base	VERB
easat-5840	122	12	on	on	ADP
easat-5840	122	13	ease	ease	NOUN
easat-5840	122	14	of	of	ADP
easat-5840	122	15	access	access	NOUN
easat-5840	122	16	,	,	PUNCT
easat-5840	122	17	while	while	SCONJ
easat-5840	122	18	considering	consider	VERB
easat-5840	122	19	diversity	diversity	NOUN
easat-5840	122	20	in	in	ADP
easat-5840	122	21	gender	gender	NOUN
easat-5840	122	22	,	,	PUNCT
easat-5840	122	23	academic	academic	ADJ
easat-5840	122	24	disciplines	discipline	NOUN
easat-5840	122	25	,	,	PUNCT
easat-5840	122	26	and	and	CCONJ
easat-5840	122	27	year	year	NOUN
easat-5840	122	28	of	of	ADP
easat-5840	122	29	study	study	NOUN
easat-5840	122	30	to	to	PART
easat-5840	122	31	ensure	ensure	VERB
easat-5840	122	32	that	that	SCONJ
easat-5840	122	33	the	the	DET
easat-5840	122	34	data	datum	NOUN
easat-5840	122	35	collected	collect	VERB
easat-5840	122	36	would	would	AUX
easat-5840	122	37	be	be	AUX
easat-5840	122	38	as	as	ADV
easat-5840	122	39	comprehensive	comprehensive	ADJ
easat-5840	122	40	as	as	ADP
easat-5840	122	41	possible	possible	ADJ
easat-5840	122	42	.	.	PUNCT
easat-5840	123	1	4	4	X
easat-5840	123	2	.	.	X
easat-5840	123	3	data	datum	NOUN
easat-5840	123	4	collection	collection	NOUN
easat-5840	123	5	was	be	AUX
easat-5840	123	6	conducted	conduct	VERB
easat-5840	123	7	by	by	ADP
easat-5840	123	8	distributing	distribute	VERB
easat-5840	123	9	online	online	ADJ
easat-5840	123	10	questionnaires	questionnaire	NOUN
easat-5840	123	11	which	which	PRON
easat-5840	123	12	included	include	VERB
easat-5840	123	13	closed	close	VERB
easat-5840	123	14	-	-	PUNCT
easat-5840	123	15	ended	end	VERB
easat-5840	123	16	questions	question	NOUN
easat-5840	123	17	to	to	PART
easat-5840	123	18	gather	gather	VERB
easat-5840	123	19	data	datum	NOUN
easat-5840	123	20	for	for	ADP
easat-5840	123	21	quantitative	quantitative	ADJ
easat-5840	123	22	analysis	analysis	NOUN
easat-5840	123	23	,	,	PUNCT
easat-5840	123	24	as	as	ADV
easat-5840	123	25	well	well	ADV
easat-5840	123	26	as	as	ADP
easat-5840	123	27	open	open	ADV
easat-5840	123	28	-	-	PUNCT
easat-5840	123	29	ended	end	VERB
easat-5840	123	30	questions	question	NOUN
easat-5840	123	31	that	that	PRON
easat-5840	123	32	allowed	allow	VERB
easat-5840	123	33	respondents	respondent	NOUN
easat-5840	123	34	to	to	PART
easat-5840	123	35	freely	freely	ADV
easat-5840	123	36	express	express	VERB
easat-5840	123	37	their	their	PRON
easat-5840	123	38	opinions	opinion	NOUN
easat-5840	123	39	for	for	ADP
easat-5840	123	40	qualitative	qualitative	ADJ
easat-5840	123	41	analysis	analysis	NOUN
easat-5840	123	42	.	.	PUNCT
easat-5840	124	1	5	5	X
easat-5840	124	2	.	.	X
easat-5840	124	3	this	this	DET
easat-5840	124	4	research	research	NOUN
easat-5840	124	5	was	be	AUX
easat-5840	124	6	conducted	conduct	VERB
easat-5840	124	7	with	with	ADP
easat-5840	124	8	due	due	ADJ
easat-5840	124	9	consideration	consideration	NOUN
easat-5840	124	10	for	for	ADP
easat-5840	124	11	the	the	DET
easat-5840	124	12	privacy	privacy	NOUN
easat-5840	124	13	of	of	ADP
easat-5840	124	14	participants	participant	NOUN
easat-5840	124	15	.	.	PUNCT
easat-5840	125	1	online	online	ADJ
easat-5840	125	2	questionnaires	questionnaire	NOUN
easat-5840	125	3	were	be	AUX
easat-5840	125	4	employed	employ	VERB
easat-5840	125	5	,	,	PUNCT
easat-5840	125	6	ensuring	ensure	VERB
easat-5840	125	7	anonymity	anonymity	NOUN
easat-5840	125	8	by	by	ADP
easat-5840	125	9	not	not	PART
easat-5840	125	10	collecting	collect	VERB
easat-5840	125	11	any	any	DET
easat-5840	125	12	personally	personally	ADV
easat-5840	125	13	identifiable	identifiable	ADJ
easat-5840	125	14	information	information	NOUN
easat-5840	125	15	,	,	PUNCT
easat-5840	125	16	such	such	ADJ
easat-5840	125	17	as	as	ADP
easat-5840	125	18	names	name	NOUN
easat-5840	125	19	,	,	PUNCT
easat-5840	125	20	surnames	surname	NOUN
easat-5840	125	21	,	,	PUNCT
easat-5840	125	22	email	email	NOUN
easat-5840	125	23	addresses	address	NOUN
easat-5840	125	24	,	,	PUNCT
easat-5840	125	25	or	or	CCONJ
easat-5840	125	26	any	any	DET
easat-5840	125	27	contact	contact	NOUN
easat-5840	125	28	details	detail	NOUN
easat-5840	125	29	that	that	PRON
easat-5840	125	30	could	could	AUX
easat-5840	125	31	reveal	reveal	VERB
easat-5840	125	32	the	the	DET
easat-5840	125	33	identity	identity	NOUN
easat-5840	125	34	of	of	ADP
easat-5840	125	35	the	the	DET
easat-5840	125	36	respondents	respondent	NOUN
easat-5840	125	37	.	.	PUNCT
easat-5840	126	1	2537	2537	NUM
easat-5840	126	2	edelweiss	edelweiss	PROPN
easat-5840	126	3	applied	apply	VERB
easat-5840	126	4	science	science	NOUN
easat-5840	126	5	and	and	CCONJ
easat-5840	126	6	technology	technology	NOUN
easat-5840	126	7	issn	issn	PROPN
easat-5840	126	8	:	:	PUNCT
easat-5840	126	9	2576	2576	NUM
easat-5840	126	10	-	-	SYM
easat-5840	126	11	8484	8484	NUM
easat-5840	126	12	vol	vol	NOUN
easat-5840	126	13	.	.	PROPN
easat-5840	127	1	9	9	NUM
easat-5840	127	2	,	,	PUNCT
easat-5840	127	3	no	no	INTJ
easat-5840	127	4	.	.	NOUN
easat-5840	128	1	3	3	NUM
easat-5840	128	2	:	:	PUNCT
easat-5840	128	3	2531	2531	NUM
easat-5840	128	4	-	-	SYM
easat-5840	128	5	2542	2542	NUM
easat-5840	128	6	,	,	PUNCT
easat-5840	128	7	2025	2025	NUM
easat-5840	128	8	doi	doi	NOUN
easat-5840	128	9	:	:	PUNCT
easat-5840	128	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	128	11	©	©	PROPN
easat-5840	128	12	2025	2025	NUM
easat-5840	128	13	by	by	ADP
easat-5840	128	14	the	the	DET
easat-5840	128	15	authors	author	NOUN
easat-5840	128	16	;	;	PUNCT
easat-5840	128	17	licensee	licensee	PROPN
easat-5840	128	18	learning	learning	NOUN
easat-5840	128	19	gate	gate	NOUN
easat-5840	128	20	2.3	2.3	NUM
easat-5840	128	21	.	.	PUNCT
easat-5840	129	1	research	research	NOUN
easat-5840	129	2	instruments	instrument	NOUN
easat-5840	129	3	the	the	DET
easat-5840	129	4	research	research	NOUN
easat-5840	129	5	instruments	instrument	NOUN
easat-5840	129	6	used	use	VERB
easat-5840	129	7	were	be	AUX
easat-5840	129	8	open	open	ADV
easat-5840	129	9	-	-	PUNCT
easat-5840	129	10	ended	end	VERB
easat-5840	129	11	and	and	CCONJ
easat-5840	129	12	closed	closed	ADJ
easat-5840	129	13	-	-	PUNCT
easat-5840	129	14	ended	end	VERB
easat-5840	129	15	questionnaires	questionnaire	NOUN
easat-5840	129	16	,	,	PUNCT
easat-5840	129	17	including	include	VERB
easat-5840	129	18	both	both	CCONJ
easat-5840	129	19	quantitative	quantitative	ADJ
easat-5840	129	20	and	and	CCONJ
easat-5840	129	21	qualitative	qualitative	ADJ
easat-5840	129	22	questions	question	NOUN
easat-5840	129	23	in	in	ADP
easat-5840	129	24	the	the	DET
easat-5840	129	25	same	same	ADJ
easat-5840	129	26	survey	survey	NOUN
easat-5840	129	27	,	,	PUNCT
easat-5840	129	28	to	to	PART
easat-5840	129	29	study	study	VERB
easat-5840	129	30	media	medium	NOUN
easat-5840	129	31	reception	reception	NOUN
easat-5840	129	32	,	,	PUNCT
easat-5840	129	33	political	political	ADJ
easat-5840	129	34	information	information	NOUN
easat-5840	129	35	retention	retention	NOUN
easat-5840	129	36	,	,	PUNCT
easat-5840	129	37	political	political	ADJ
easat-5840	129	38	decision	decision	NOUN
easat-5840	129	39	-	-	PUNCT
easat-5840	129	40	making	making	NOUN
easat-5840	129	41	,	,	PUNCT
easat-5840	129	42	and	and	CCONJ
easat-5840	129	43	the	the	DET
easat-5840	129	44	persistence	persistence	NOUN
easat-5840	129	45	of	of	ADP
easat-5840	129	46	information	information	NOUN
easat-5840	129	47	retention	retention	NOUN
easat-5840	129	48	and	and	CCONJ
easat-5840	129	49	decision	decision	NOUN
easat-5840	129	50	-	-	PUNCT
easat-5840	129	51	making	making	NOUN
easat-5840	129	52	that	that	PRON
easat-5840	129	53	affects	affect	VERB
easat-5840	129	54	party	party	NOUN
easat-5840	129	55	loyalty	loyalty	NOUN
easat-5840	129	56	.	.	PUNCT
easat-5840	130	1	the	the	DET
easat-5840	130	2	research	research	NOUN
easat-5840	130	3	instruments	instrument	NOUN
easat-5840	130	4	were	be	AUX
easat-5840	130	5	validated	validate	VERB
easat-5840	130	6	by	by	ADP
easat-5840	130	7	three	three	NUM
easat-5840	130	8	experts	expert	NOUN
easat-5840	130	9	.	.	PUNCT
easat-5840	131	1	2.4	2.4	NUM
easat-5840	131	2	.	.	PUNCT
easat-5840	131	3	triangulation	triangulation	NOUN
easat-5840	131	4	of	of	ADP
easat-5840	131	5	data	datum	NOUN
easat-5840	131	6	verification	verification	NOUN
easat-5840	131	7	this	this	DET
easat-5840	131	8	research	research	NOUN
easat-5840	131	9	employs	employ	VERB
easat-5840	131	10	triangulation	triangulation	NOUN
easat-5840	131	11	to	to	PART
easat-5840	131	12	verify	verify	VERB
easat-5840	131	13	data	datum	NOUN
easat-5840	131	14	by	by	ADP
easat-5840	131	15	collecting	collect	VERB
easat-5840	131	16	information	information	NOUN
easat-5840	131	17	through	through	ADP
easat-5840	131	18	questionnaires	questionnaire	NOUN
easat-5840	131	19	that	that	PRON
easat-5840	131	20	contain	contain	VERB
easat-5840	131	21	different	different	ADJ
easat-5840	131	22	types	type	NOUN
easat-5840	131	23	of	of	ADP
easat-5840	131	24	questions	question	NOUN
easat-5840	131	25	administered	administer	VERB
easat-5840	131	26	simultaneously	simultaneously	ADV
easat-5840	131	27	include	include	VERB
easat-5840	131	28	:	:	PUNCT
easat-5840	131	29	1	1	X
easat-5840	131	30	.	.	X
easat-5840	131	31	open	open	ADJ
easat-5840	131	32	-	-	PUNCT
easat-5840	131	33	ended	end	VERB
easat-5840	131	34	questions	question	NOUN
easat-5840	131	35	to	to	PART
easat-5840	131	36	access	access	VERB
easat-5840	131	37	detailed	detailed	ADJ
easat-5840	131	38	,	,	PUNCT
easat-5840	131	39	in	in	ADP
easat-5840	131	40	-	-	PUNCT
easat-5840	131	41	depth	depth	NOUN
easat-5840	131	42	responses	response	NOUN
easat-5840	131	43	freely	freely	ADV
easat-5840	131	44	.	.	PUNCT
easat-5840	132	1	2	2	X
easat-5840	132	2	.	.	NUM
easat-5840	132	3	closed	close	VERB
easat-5840	132	4	-	-	PUNCT
easat-5840	132	5	ended	end	VERB
easat-5840	132	6	questions	question	NOUN
easat-5840	132	7	designed	design	VERB
easat-5840	132	8	to	to	PART
easat-5840	132	9	capture	capture	VERB
easat-5840	132	10	quantitative	quantitative	ADJ
easat-5840	132	11	responses	response	NOUN
easat-5840	132	12	,	,	PUNCT
easat-5840	132	13	with	with	ADP
easat-5840	132	14	a	a	DET
easat-5840	132	15	scale	scale	NOUN
easat-5840	132	16	ranging	range	VERB
easat-5840	132	17	from	from	ADP
easat-5840	132	18	1	1	NUM
easat-5840	132	19	as	as	ADP
easat-5840	132	20	the	the	DET
easat-5840	132	21	lowest	low	ADJ
easat-5840	132	22	to	to	ADP
easat-5840	132	23	5	5	NUM
easat-5840	132	24	as	as	ADP
easat-5840	132	25	the	the	DET
easat-5840	132	26	highest	high	ADJ
easat-5840	132	27	.	.	PUNCT
easat-5840	133	1	3	3	X
easat-5840	133	2	.	.	X
easat-5840	133	3	the	the	DET
easat-5840	133	4	distribution	distribution	NOUN
easat-5840	133	5	of	of	ADP
easat-5840	133	6	questionnaires	questionnaire	NOUN
easat-5840	133	7	to	to	ADP
easat-5840	133	8	university	university	NOUN
easat-5840	133	9	students	student	NOUN
easat-5840	133	10	across	across	ADP
easat-5840	133	11	all	all	DET
easat-5840	133	12	regions	region	NOUN
easat-5840	133	13	of	of	ADP
easat-5840	133	14	thailand	thailand	PROPN
easat-5840	133	15	,	,	PUNCT
easat-5840	133	16	except	except	SCONJ
easat-5840	133	17	for	for	ADP
easat-5840	133	18	the	the	DET
easat-5840	133	19	southern	southern	ADJ
easat-5840	133	20	region	region	NOUN
easat-5840	133	21	,	,	PUNCT
easat-5840	133	22	where	where	SCONJ
easat-5840	133	23	the	the	DET
easat-5840	133	24	orange	orange	PROPN
easat-5840	133	25	party	party	PROPN
easat-5840	133	26	won	win	VERB
easat-5840	133	27	only	only	ADV
easat-5840	133	28	a	a	DET
easat-5840	133	29	small	small	ADJ
easat-5840	133	30	number	number	NOUN
easat-5840	133	31	of	of	ADP
easat-5840	133	32	seats	seat	NOUN
easat-5840	133	33	—	—	PUNCT
easat-5840	133	34	three	three	NUM
easat-5840	133	35	in	in	ADP
easat-5840	133	36	total	total	ADJ
easat-5840	133	37	,	,	PUNCT
easat-5840	133	38	solely	solely	ADV
easat-5840	133	39	from	from	ADP
easat-5840	133	40	phuket	phuket	PROPN
easat-5840	133	41	province	province	NOUN
easat-5840	133	42	.	.	PUNCT
easat-5840	134	1	the	the	DET
easat-5840	134	2	universities	university	NOUN
easat-5840	134	3	where	where	SCONJ
easat-5840	134	4	the	the	DET
easat-5840	134	5	online	online	ADJ
easat-5840	134	6	questionnaires	questionnaire	NOUN
easat-5840	134	7	were	be	AUX
easat-5840	134	8	distributed	distribute	VERB
easat-5840	134	9	,	,	PUNCT
easat-5840	134	10	categorized	categorize	VERB
easat-5840	134	11	by	by	ADP
easat-5840	134	12	region	region	NOUN
easat-5840	134	13	,	,	PUNCT
easat-5840	134	14	are	be	AUX
easat-5840	134	15	as	as	SCONJ
easat-5840	134	16	follows	follow	VERB
easat-5840	134	17	:	:	PUNCT
easat-5840	134	18	1	1	X
easat-5840	134	19	.	.	X
easat-5840	134	20	central	central	ADJ
easat-5840	134	21	region	region	NOUN
easat-5840	134	22	:	:	PUNCT
easat-5840	134	23	thammasat	thammasat	PROPN
easat-5840	134	24	university	university	PROPN
easat-5840	134	25	,	,	PUNCT
easat-5840	134	26	valaya	valaya	NOUN
easat-5840	134	27	alongkorn	alongkorn	PROPN
easat-5840	134	28	rajabhat	rajabhat	PROPN
easat-5840	134	29	university	university	NOUN
easat-5840	134	30	2	2	NUM
easat-5840	134	31	.	.	PUNCT
easat-5840	134	32	bangkok	bangkok	PROPN
easat-5840	134	33	region	region	PROPN
easat-5840	134	34	:	:	PUNCT
easat-5840	134	35	phranakhon	phranakhon	PROPN
easat-5840	134	36	rajabhat	rajabhat	PROPN
easat-5840	134	37	university	university	NOUN
easat-5840	134	38	,	,	PUNCT
easat-5840	134	39	rajamangala	rajamangala	PROPN
easat-5840	134	40	university	university	PROPN
easat-5840	134	41	of	of	ADP
easat-5840	134	42	technology	technology	PROPN
easat-5840	134	43	phra	phra	PROPN
easat-5840	134	44	nakhon	nakhon	PROPN
easat-5840	135	1	3	3	NUM
easat-5840	135	2	.	.	PUNCT
easat-5840	135	3	eastern	eastern	ADJ
easat-5840	135	4	region	region	NOUN
easat-5840	135	5	:	:	PUNCT
easat-5840	135	6	burapha	burapha	PROPN
easat-5840	135	7	university	university	PROPN
easat-5840	135	8	4	4	NUM
easat-5840	135	9	.	.	PUNCT
easat-5840	135	10	northern	northern	ADJ
easat-5840	135	11	region	region	NOUN
easat-5840	135	12	:	:	PUNCT
easat-5840	135	13	kamphaeng	kamphaeng	PROPN
easat-5840	135	14	phet	phet	PROPN
easat-5840	135	15	rajabhat	rajabhat	PROPN
easat-5840	135	16	university	university	PROPN
easat-5840	135	17	5	5	NUM
easat-5840	135	18	.	.	PUNCT
easat-5840	135	19	northeastern	northeastern	ADJ
easat-5840	135	20	region	region	NOUN
easat-5840	135	21	:	:	PUNCT
easat-5840	135	22	surin	surin	PROPN
easat-5840	135	23	rajabhat	rajabhat	PROPN
easat-5840	135	24	university	university	PROPN
easat-5840	135	25	2.5	2.5	NUM
easat-5840	135	26	.	.	PUNCT
easat-5840	136	1	data	datum	NOUN
easat-5840	136	2	analysis	analysis	NOUN
easat-5840	136	3	the	the	DET
easat-5840	136	4	research	research	NOUN
easat-5840	136	5	questions	question	NOUN
easat-5840	136	6	were	be	AUX
easat-5840	136	7	designed	design	VERB
easat-5840	136	8	to	to	PART
easat-5840	136	9	study	study	VERB
easat-5840	136	10	each	each	DET
easat-5840	136	11	objective	objective	NOUN
easat-5840	136	12	,	,	PUNCT
easat-5840	136	13	incorporating	incorporate	VERB
easat-5840	136	14	both	both	CCONJ
easat-5840	136	15	quantitative	quantitative	ADJ
easat-5840	136	16	and	and	CCONJ
easat-5840	136	17	qualitative	qualitative	ADJ
easat-5840	136	18	questions	question	NOUN
easat-5840	136	19	.	.	PUNCT
easat-5840	137	1	the	the	DET
easat-5840	137	2	researcher	researcher	NOUN
easat-5840	137	3	designed	design	VERB
easat-5840	137	4	the	the	DET
easat-5840	137	5	instruments	instrument	NOUN
easat-5840	137	6	this	this	DET
easat-5840	137	7	way	way	NOUN
easat-5840	137	8	to	to	PART
easat-5840	137	9	ensure	ensure	VERB
easat-5840	137	10	consistency	consistency	NOUN
easat-5840	137	11	between	between	ADP
easat-5840	137	12	in	in	ADP
easat-5840	137	13	-	-	PUNCT
easat-5840	137	14	depth	depth	NOUN
easat-5840	137	15	qualitative	qualitative	ADJ
easat-5840	137	16	data	datum	NOUN
easat-5840	137	17	and	and	CCONJ
easat-5840	137	18	quantitative	quantitative	ADJ
easat-5840	137	19	data	datum	NOUN
easat-5840	137	20	from	from	ADP
easat-5840	137	21	the	the	DET
easat-5840	137	22	same	same	ADJ
easat-5840	137	23	set	set	NOUN
easat-5840	137	24	of	of	ADP
easat-5840	137	25	instruments	instrument	NOUN
easat-5840	137	26	.	.	PUNCT
easat-5840	138	1	additionally	additionally	ADV
easat-5840	138	2	,	,	PUNCT
easat-5840	138	3	the	the	DET
easat-5840	138	4	data	datum	NOUN
easat-5840	138	5	were	be	AUX
easat-5840	138	6	analyzed	analyze	VERB
easat-5840	138	7	using	use	VERB
easat-5840	138	8	both	both	CCONJ
easat-5840	138	9	qualitative	qualitative	ADJ
easat-5840	138	10	and	and	CCONJ
easat-5840	138	11	quantitative	quantitative	ADJ
easat-5840	138	12	methods	method	NOUN
easat-5840	138	13	.	.	PUNCT
easat-5840	139	1	the	the	DET
easat-5840	139	2	qualitative	qualitative	ADJ
easat-5840	139	3	responses	response	NOUN
easat-5840	139	4	were	be	AUX
easat-5840	139	5	analyzed	analyze	VERB
easat-5840	139	6	descriptively	descriptively	ADV
easat-5840	139	7	,	,	PUNCT
easat-5840	139	8	while	while	SCONJ
easat-5840	139	9	the	the	DET
easat-5840	139	10	quantitative	quantitative	ADJ
easat-5840	139	11	responses	response	NOUN
easat-5840	139	12	were	be	AUX
easat-5840	139	13	analyzed	analyze	VERB
easat-5840	139	14	using	use	VERB
easat-5840	139	15	descriptive	descriptive	ADJ
easat-5840	139	16	statistics	statistic	NOUN
easat-5840	139	17	.	.	PUNCT
easat-5840	140	1	3	3	X
easat-5840	140	2	.	.	X
easat-5840	140	3	results	result	NOUN
easat-5840	140	4	and	and	CCONJ
easat-5840	140	5	discussion	discussion	NOUN
easat-5840	140	6	3.1	3.1	NUM
easat-5840	140	7	.	.	PUNCT
easat-5840	141	1	demographic	demographic	ADJ
easat-5840	141	2	characteristics	characteristic	NOUN
easat-5840	141	3	3.1.1	3.1.1	NUM
easat-5840	141	4	.	.	PUNCT
easat-5840	142	1	personnel	personnel	NOUN
easat-5840	142	2	information	information	NOUN
easat-5840	142	3	the	the	DET
easat-5840	142	4	majority	majority	NOUN
easat-5840	142	5	of	of	ADP
easat-5840	142	6	respondents	respondent	NOUN
easat-5840	142	7	are	be	AUX
easat-5840	142	8	between	between	ADP
easat-5840	142	9	the	the	DET
easat-5840	142	10	ages	age	NOUN
easat-5840	142	11	of	of	ADP
easat-5840	142	12	16	16	NUM
easat-5840	142	13	-	-	SYM
easat-5840	142	14	20	20	NUM
easat-5840	142	15	(	(	PUNCT
easat-5840	142	16	48.78	48.78	NUM
easat-5840	142	17	%	%	NOUN
easat-5840	142	18	)	)	PUNCT
easat-5840	142	19	,	,	PUNCT
easat-5840	142	20	followed	follow	VERB
easat-5840	142	21	by	by	ADP
easat-5840	142	22	the	the	DET
easat-5840	142	23	21	21	NUM
easat-5840	142	24	-	-	SYM
easat-5840	142	25	25	25	NUM
easat-5840	142	26	age	age	NOUN
easat-5840	142	27	group	group	NOUN
easat-5840	142	28	(	(	PUNCT
easat-5840	142	29	34.15	34.15	NUM
easat-5840	142	30	%	%	NOUN
easat-5840	142	31	)	)	PUNCT
easat-5840	142	32	.	.	PUNCT
easat-5840	143	1	only	only	ADV
easat-5840	143	2	17.07	17.07	NUM
easat-5840	143	3	%	%	NOUN
easat-5840	143	4	are	be	AUX
easat-5840	143	5	aged	age	VERB
easat-5840	143	6	26	26	NUM
easat-5840	143	7	-	-	SYM
easat-5840	143	8	30	30	NUM
easat-5840	143	9	,	,	PUNCT
easat-5840	143	10	indicating	indicate	VERB
easat-5840	143	11	that	that	SCONJ
easat-5840	143	12	most	most	ADJ
easat-5840	143	13	respondents	respondent	NOUN
easat-5840	143	14	are	be	AUX
easat-5840	143	15	young	young	ADJ
easat-5840	143	16	.	.	PUNCT
easat-5840	144	1	the	the	DET
easat-5840	144	2	majority	majority	NOUN
easat-5840	144	3	of	of	ADP
easat-5840	144	4	respondents	respondent	NOUN
easat-5840	144	5	are	be	AUX
easat-5840	144	6	female	female	ADJ
easat-5840	144	7	(	(	PUNCT
easat-5840	144	8	51.22	51.22	NUM
easat-5840	144	9	%	%	NOUN
easat-5840	144	10	)	)	PUNCT
easat-5840	144	11	and	and	CCONJ
easat-5840	144	12	have	have	VERB
easat-5840	144	13	a	a	DET
easat-5840	144	14	bachelor	bachelor	NOUN
easat-5840	144	15	’s	’s	PART
easat-5840	144	16	degree	degree	NOUN
easat-5840	144	17	(	(	PUNCT
easat-5840	144	18	87.80	87.80	NUM
easat-5840	144	19	%	%	NOUN
easat-5840	144	20	)	)	PUNCT
easat-5840	144	21	,	,	PUNCT
easat-5840	144	22	reflecting	reflect	VERB
easat-5840	144	23	that	that	SCONJ
easat-5840	144	24	the	the	DET
easat-5840	144	25	target	target	NOUN
easat-5840	144	26	audience	audience	NOUN
easat-5840	144	27	consists	consist	VERB
easat-5840	144	28	mainly	mainly	ADV
easat-5840	144	29	of	of	ADP
easat-5840	144	30	students	student	NOUN
easat-5840	144	31	or	or	CCONJ
easat-5840	144	32	those	those	PRON
easat-5840	144	33	in	in	ADP
easat-5840	144	34	educational	educational	ADJ
easat-5840	144	35	settings	setting	NOUN
easat-5840	144	36	.	.	PUNCT
easat-5840	145	1	3.2	3.2	NUM
easat-5840	145	2	.	.	PUNCT
easat-5840	145	3	election	election	NOUN
easat-5840	145	4	experience	experience	NOUN
easat-5840	145	5	in	in	ADP
easat-5840	145	6	the	the	DET
easat-5840	145	7	2019	2019	NUM
easat-5840	145	8	election	election	NOUN
easat-5840	145	9	,	,	PUNCT
easat-5840	145	10	58.54	58.54	NUM
easat-5840	145	11	%	%	NOUN
easat-5840	145	12	of	of	ADP
easat-5840	145	13	respondents	respondent	NOUN
easat-5840	145	14	voted	vote	VERB
easat-5840	145	15	for	for	ADP
easat-5840	145	16	the	the	DET
easat-5840	145	17	orange	orange	PROPN
easat-5840	145	18	party	party	PROPN
easat-5840	145	19	.	.	PUNCT
easat-5840	146	1	by	by	ADP
easat-5840	146	2	2023	2023	NUM
easat-5840	146	3	,	,	PUNCT
easat-5840	146	4	support	support	NOUN
easat-5840	146	5	for	for	ADP
easat-5840	146	6	the	the	DET
easat-5840	146	7	orange	orange	PROPN
easat-5840	146	8	party	party	PROPN
easat-5840	146	9	increased	increase	VERB
easat-5840	146	10	significantly	significantly	ADV
easat-5840	146	11	,	,	PUNCT
easat-5840	146	12	with	with	ADP
easat-5840	146	13	75.60	75.60	NUM
easat-5840	146	14	%	%	NOUN
easat-5840	146	15	voting	voting	NOUN
easat-5840	146	16	for	for	ADP
easat-5840	146	17	the	the	DET
easat-5840	146	18	party	party	NOUN
easat-5840	146	19	in	in	ADP
easat-5840	146	20	the	the	DET
easat-5840	146	21	constituency	constituency	NOUN
easat-5840	146	22	ballot	ballot	NOUN
easat-5840	146	23	and	and	CCONJ
easat-5840	146	24	73.17	73.17	NUM
easat-5840	146	25	%	%	NOUN
easat-5840	146	26	in	in	ADP
easat-5840	146	27	the	the	DET
easat-5840	146	28	party	party	NOUN
easat-5840	146	29	-	-	PUNCT
easat-5840	146	30	list	list	NOUN
easat-5840	146	31	ballot	ballot	NOUN
easat-5840	146	32	,	,	PUNCT
easat-5840	146	33	showing	show	VERB
easat-5840	146	34	a	a	DET
easat-5840	146	35	rising	rise	VERB
easat-5840	146	36	trend	trend	NOUN
easat-5840	146	37	in	in	ADP
easat-5840	146	38	support	support	NOUN
easat-5840	146	39	for	for	ADP
easat-5840	146	40	the	the	DET
easat-5840	146	41	party	party	NOUN
easat-5840	146	42	.	.	PUNCT
easat-5840	147	1	3.3	3.3	NUM
easat-5840	147	2	.	.	PUNCT
easat-5840	148	1	political	political	ADJ
easat-5840	148	2	communication	communication	NOUN
easat-5840	148	3	platforms	platform	NOUN
easat-5840	148	4	used	use	VERB
easat-5840	148	5	by	by	ADP
easat-5840	148	6	novice	novice	NOUN
easat-5840	148	7	voters	voter	NOUN
easat-5840	148	8	respondents	respondent	NOUN
easat-5840	148	9	mainly	mainly	ADV
easat-5840	148	10	receive	receive	VERB
easat-5840	148	11	political	political	ADJ
easat-5840	148	12	information	information	NOUN
easat-5840	148	13	from	from	ADP
easat-5840	148	14	online	online	ADJ
easat-5840	148	15	media	medium	NOUN
easat-5840	148	16	,	,	PUNCT
easat-5840	148	17	with	with	ADP
easat-5840	148	18	87.80	87.80	NUM
easat-5840	148	19	%	%	NOUN
easat-5840	148	20	stating	state	VERB
easat-5840	148	21	that	that	SCONJ
easat-5840	148	22	they	they	PRON
easat-5840	148	23	rely	rely	VERB
easat-5840	148	24	on	on	ADP
easat-5840	148	25	it	it	PRON
easat-5840	148	26	as	as	ADP
easat-5840	148	27	their	their	PRON
easat-5840	148	28	primary	primary	ADJ
easat-5840	148	29	source	source	NOUN
easat-5840	148	30	.	.	PUNCT
easat-5840	149	1	facebook	facebook	PROPN
easat-5840	149	2	is	be	AUX
easat-5840	149	3	the	the	DET
easat-5840	149	4	most	most	ADV
easat-5840	149	5	popular	popular	ADJ
easat-5840	149	6	platform	platform	NOUN
easat-5840	149	7	,	,	PUNCT
easat-5840	149	8	with	with	ADP
easat-5840	149	9	39	39	NUM
easat-5840	149	10	%	%	NOUN
easat-5840	149	11	of	of	ADP
easat-5840	149	12	respondents	respondent	NOUN
easat-5840	149	13	using	use	VERB
easat-5840	149	14	it	it	PRON
easat-5840	149	15	.	.	PUNCT
easat-5840	150	1	this	this	PRON
easat-5840	150	2	is	be	AUX
easat-5840	150	3	followed	follow	VERB
easat-5840	150	4	by	by	ADP
easat-5840	150	5	tiktok	tiktok	NOUN
easat-5840	150	6	(	(	PUNCT
easat-5840	150	7	26.83	26.83	NUM
easat-5840	150	8	%	%	NOUN
easat-5840	150	9	)	)	PUNCT
easat-5840	150	10	,	,	PUNCT
easat-5840	150	11	x	x	X
easat-5840	150	12	(	(	PUNCT
easat-5840	150	13	17.07	17.07	NUM
easat-5840	150	14	%	%	NOUN
easat-5840	150	15	)	)	PUNCT
easat-5840	150	16	,	,	PUNCT
easat-5840	150	17	and	and	CCONJ
easat-5840	150	18	youtube	youtube	NOUN
easat-5840	150	19	(	(	PUNCT
easat-5840	150	20	12.19	12.19	NUM
easat-5840	150	21	%	%	NOUN
easat-5840	150	22	)	)	PUNCT
easat-5840	150	23	.	.	PUNCT
easat-5840	151	1	2538	2538	NUM
easat-5840	151	2	edelweiss	edelweiss	PROPN
easat-5840	151	3	applied	apply	VERB
easat-5840	151	4	science	science	NOUN
easat-5840	151	5	and	and	CCONJ
easat-5840	151	6	technology	technology	NOUN
easat-5840	151	7	issn	issn	PROPN
easat-5840	151	8	:	:	PUNCT
easat-5840	151	9	2576	2576	NUM
easat-5840	151	10	-	-	SYM
easat-5840	151	11	8484	8484	NUM
easat-5840	151	12	vol	vol	NOUN
easat-5840	151	13	.	.	PROPN
easat-5840	152	1	9	9	NUM
easat-5840	152	2	,	,	PUNCT
easat-5840	152	3	no	no	INTJ
easat-5840	152	4	.	.	NOUN
easat-5840	153	1	3	3	NUM
easat-5840	153	2	:	:	PUNCT
easat-5840	153	3	2531	2531	NUM
easat-5840	153	4	-	-	SYM
easat-5840	153	5	2542	2542	NUM
easat-5840	153	6	,	,	PUNCT
easat-5840	153	7	2025	2025	NUM
easat-5840	153	8	doi	doi	NOUN
easat-5840	153	9	:	:	PUNCT
easat-5840	153	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	153	11	©	©	PROPN
easat-5840	153	12	2025	2025	NUM
easat-5840	153	13	by	by	ADP
easat-5840	153	14	the	the	DET
easat-5840	153	15	authors	author	NOUN
easat-5840	153	16	;	;	PUNCT
easat-5840	153	17	licensee	licensee	PROPN
easat-5840	153	18	learning	learning	NOUN
easat-5840	153	19	gate	gate	NOUN
easat-5840	153	20	3.4	3.4	NUM
easat-5840	153	21	.	.	PUNCT
easat-5840	154	1	political	political	ADJ
easat-5840	154	2	information	information	NOUN
easat-5840	154	3	retention	retention	NOUN
easat-5840	154	4	of	of	ADP
easat-5840	154	5	novice	novice	NOUN
easat-5840	154	6	voters	voter	NOUN
easat-5840	154	7	3.4.1	3.4.1	NUM
easat-5840	154	8	.	.	PUNCT
easat-5840	155	1	political	political	ADJ
easat-5840	155	2	party	party	NOUN
easat-5840	155	3	identification	identification	NOUN
easat-5840	155	4	a	a	DET
easat-5840	155	5	significant	significant	ADJ
easat-5840	155	6	portion	portion	NOUN
easat-5840	155	7	of	of	ADP
easat-5840	155	8	respondents	respondent	NOUN
easat-5840	155	9	(	(	PUNCT
easat-5840	155	10	39.02	39.02	NUM
easat-5840	155	11	%	%	NOUN
easat-5840	155	12	)	)	PUNCT
easat-5840	155	13	moderately	moderately	ADV
easat-5840	155	14	remember	remember	VERB
easat-5840	155	15	party	party	NOUN
easat-5840	155	16	leaders	leader	NOUN
easat-5840	155	17	,	,	PUNCT
easat-5840	155	18	candidates	candidate	NOUN
easat-5840	155	19	,	,	PUNCT
easat-5840	155	20	and	and	CCONJ
easat-5840	155	21	party	party	NOUN
easat-5840	155	22	visions	vision	NOUN
easat-5840	155	23	,	,	PUNCT
easat-5840	155	24	while	while	SCONJ
easat-5840	155	25	31.70	31.70	NUM
easat-5840	155	26	%	%	NOUN
easat-5840	155	27	remember	remember	VERB
easat-5840	155	28	them	they	PRON
easat-5840	155	29	to	to	ADP
easat-5840	155	30	a	a	DET
easat-5840	155	31	great	great	ADJ
easat-5840	155	32	extent	extent	NOUN
easat-5840	155	33	.	.	PUNCT
easat-5840	156	1	additionally	additionally	ADV
easat-5840	156	2	,	,	PUNCT
easat-5840	156	3	respondents	respondent	NOUN
easat-5840	156	4	recall	recall	VERB
easat-5840	156	5	policies	policy	NOUN
easat-5840	156	6	at	at	ADP
easat-5840	156	7	varying	vary	VERB
easat-5840	156	8	levels	level	NOUN
easat-5840	156	9	,	,	PUNCT
easat-5840	156	10	such	such	ADJ
easat-5840	156	11	as	as	ADP
easat-5840	156	12	opposition	opposition	NOUN
easat-5840	156	13	to	to	ADP
easat-5840	156	14	power	power	NOUN
easat-5840	156	15	succession	succession	NOUN
easat-5840	156	16	and	and	CCONJ
easat-5840	156	17	military	military	ADJ
easat-5840	156	18	reform	reform	NOUN
easat-5840	156	19	(	(	PUNCT
easat-5840	156	20	24.39	24.39	NUM
easat-5840	156	21	%	%	NOUN
easat-5840	156	22	)	)	PUNCT
easat-5840	156	23	and	and	CCONJ
easat-5840	156	24	education	education	NOUN
easat-5840	156	25	reform	reform	NOUN
easat-5840	156	26	(	(	PUNCT
easat-5840	156	27	9.76	9.76	NUM
easat-5840	156	28	%	%	NOUN
easat-5840	156	29	)	)	PUNCT
easat-5840	156	30	.	.	PUNCT
easat-5840	157	1	3.5	3.5	NUM
easat-5840	157	2	.	.	PUNCT
easat-5840	158	1	ideology	ideology	NOUN
easat-5840	158	2	and	and	CCONJ
easat-5840	158	3	policy	policy	NOUN
easat-5840	158	4	recall	recall	VERB
easat-5840	158	5	the	the	DET
easat-5840	158	6	result	result	NOUN
easat-5840	158	7	shows	show	VERB
easat-5840	158	8	that	that	SCONJ
easat-5840	158	9	36.59	36.59	NUM
easat-5840	158	10	%	%	NOUN
easat-5840	158	11	of	of	ADP
easat-5840	158	12	respondents	respondent	NOUN
easat-5840	158	13	could	could	AUX
easat-5840	158	14	not	not	PART
easat-5840	158	15	clearly	clearly	ADV
easat-5840	158	16	recall	recall	VERB
easat-5840	158	17	or	or	CCONJ
easat-5840	158	18	explain	explain	VERB
easat-5840	158	19	the	the	DET
easat-5840	158	20	party	party	NOUN
easat-5840	158	21	's	's	PART
easat-5840	158	22	ideology	ideology	NOUN
easat-5840	158	23	,	,	PUNCT
easat-5840	158	24	often	often	ADV
easat-5840	158	25	providing	provide	VERB
easat-5840	158	26	broad	broad	ADJ
easat-5840	158	27	answers	answer	NOUN
easat-5840	158	28	.	.	PUNCT
easat-5840	159	1	meanwhile	meanwhile	ADV
easat-5840	159	2	,	,	PUNCT
easat-5840	159	3	24.39	24.39	NUM
easat-5840	159	4	%	%	NOUN
easat-5840	159	5	recalled	recall	VERB
easat-5840	159	6	policies	policy	NOUN
easat-5840	159	7	focused	focus	VERB
easat-5840	159	8	on	on	ADP
easat-5840	159	9	military	military	ADJ
easat-5840	159	10	reform	reform	NOUN
easat-5840	159	11	,	,	PUNCT
easat-5840	159	12	which	which	PRON
easat-5840	159	13	impacts	impact	VERB
easat-5840	159	14	national	national	ADJ
easat-5840	159	15	security	security	NOUN
easat-5840	159	16	[	[	X
easat-5840	159	17	10	10	NUM
easat-5840	159	18	]	]	PUNCT
easat-5840	159	19	and	and	CCONJ
easat-5840	159	20	12.20	12.20	NUM
easat-5840	159	21	%	%	NOUN
easat-5840	159	22	recalled	recall	VERB
easat-5840	159	23	policies	policy	NOUN
easat-5840	159	24	regarding	regard	VERB
easat-5840	159	25	the	the	DET
easat-5840	159	26	repeal	repeal	NOUN
easat-5840	159	27	of	of	ADP
easat-5840	159	28	section	section	NOUN
easat-5840	159	29	112	112	NUM
easat-5840	159	30	,	,	PUNCT
easat-5840	159	31	affecting	affect	VERB
easat-5840	159	32	the	the	DET
easat-5840	159	33	system	system	NOUN
easat-5840	159	34	of	of	ADP
easat-5840	159	35	governance	governance	NOUN
easat-5840	159	36	.	.	PUNCT
easat-5840	160	1	additionally	additionally	ADV
easat-5840	160	2	,	,	PUNCT
easat-5840	160	3	a	a	DET
easat-5840	160	4	smaller	small	ADJ
easat-5840	160	5	portion	portion	NOUN
easat-5840	160	6	remembered	remember	VERB
easat-5840	160	7	ideologies	ideology	NOUN
easat-5840	160	8	related	relate	VERB
easat-5840	160	9	to	to	ADP
easat-5840	160	10	education	education	NOUN
easat-5840	160	11	reform	reform	NOUN
easat-5840	160	12	,	,	PUNCT
easat-5840	160	13	government	government	NOUN
easat-5840	160	14	transparency	transparency	NOUN
easat-5840	160	15	,	,	PUNCT
easat-5840	160	16	and	and	CCONJ
easat-5840	160	17	gender	gender	NOUN
easat-5840	160	18	equality	equality	NOUN
easat-5840	160	19	.	.	PUNCT
easat-5840	161	1	3.6	3.6	NUM
easat-5840	161	2	.	.	PUNCT
easat-5840	161	3	endorsement	endorsement	NOUN
easat-5840	161	4	impact	impact	NOUN
easat-5840	161	5	3.6.1	3.6.1	NUM
easat-5840	161	6	.	.	PUNCT
easat-5840	161	7	influencer	influencer	NOUN
easat-5840	161	8	endorsement	endorsement	NOUN
easat-5840	161	9	name	name	NOUN
easat-5840	161	10	list	list	NOUN
easat-5840	161	11	nearly	nearly	ADV
easat-5840	161	12	half	half	NOUN
easat-5840	161	13	of	of	ADP
easat-5840	161	14	the	the	DET
easat-5840	161	15	respondents	respondent	NOUN
easat-5840	161	16	(	(	PUNCT
easat-5840	161	17	48.78	48.78	NUM
easat-5840	161	18	%	%	NOUN
easat-5840	161	19	)	)	PUNCT
easat-5840	161	20	could	could	AUX
easat-5840	161	21	not	not	PART
easat-5840	161	22	recall	recall	VERB
easat-5840	161	23	any	any	DET
easat-5840	161	24	influencer	influencer	NOUN
easat-5840	161	25	names	name	NOUN
easat-5840	161	26	,	,	PUNCT
easat-5840	161	27	and	and	CCONJ
easat-5840	161	28	only	only	ADV
easat-5840	161	29	19.51	19.51	NUM
easat-5840	161	30	%	%	NOUN
easat-5840	161	31	could	could	AUX
easat-5840	161	32	recall	recall	VERB
easat-5840	161	33	at	at	ADV
easat-5840	161	34	least	least	ADV
easat-5840	161	35	one	one	NUM
easat-5840	161	36	name	name	NOUN
easat-5840	161	37	.	.	PUNCT
easat-5840	162	1	a	a	DET
easat-5840	162	2	few	few	ADJ
easat-5840	162	3	respondents	respondent	NOUN
easat-5840	162	4	remembered	remember	VERB
easat-5840	162	5	influencers	influencer	NOUN
easat-5840	162	6	such	such	ADJ
easat-5840	162	7	as	as	ADP
easat-5840	162	8	sai	sai	PROPN
easat-5840	162	9	,	,	PUNCT
easat-5840	162	10	petch	petch	NOUN
easat-5840	162	11	,	,	PUNCT
easat-5840	162	12	and	and	CCONJ
easat-5840	162	13	mew	mew	NOUN
easat-5840	162	14	.	.	PUNCT
easat-5840	163	1	the	the	DET
easat-5840	163	2	influence	influence	NOUN
easat-5840	163	3	of	of	ADP
easat-5840	163	4	endorsements	endorsement	NOUN
easat-5840	163	5	from	from	ADP
easat-5840	163	6	influencers	influencer	NOUN
easat-5840	163	7	was	be	AUX
easat-5840	163	8	reported	report	VERB
easat-5840	163	9	as	as	ADP
easat-5840	163	10	moderate	moderate	ADJ
easat-5840	163	11	by	by	ADP
easat-5840	163	12	26.83	26.83	NUM
easat-5840	163	13	%	%	NOUN
easat-5840	163	14	of	of	ADP
easat-5840	163	15	respondents	respondent	NOUN
easat-5840	163	16	.	.	PUNCT
easat-5840	164	1	3.6.2	3.6.2	X
easat-5840	164	2	.	.	PUNCT
easat-5840	164	3	impact	impact	NOUN
easat-5840	164	4	of	of	ADP
easat-5840	164	5	influencers	influencer	NOUN
easat-5840	164	6	supporting	support	VERB
easat-5840	164	7	the	the	DET
easat-5840	164	8	same	same	ADJ
easat-5840	164	9	party	party	NOUN
easat-5840	164	10	the	the	DET
easat-5840	164	11	result	result	NOUN
easat-5840	164	12	shows	show	VERB
easat-5840	164	13	that	that	SCONJ
easat-5840	164	14	the	the	DET
easat-5840	164	15	impact	impact	NOUN
easat-5840	164	16	of	of	ADP
easat-5840	164	17	influencers	influencer	NOUN
easat-5840	164	18	supporting	support	VERB
easat-5840	164	19	a	a	DET
easat-5840	164	20	political	political	ADJ
easat-5840	164	21	party	party	NOUN
easat-5840	164	22	is	be	AUX
easat-5840	164	23	distributed	distribute	VERB
easat-5840	164	24	across	across	ADP
easat-5840	164	25	various	various	ADJ
easat-5840	164	26	levels	level	NOUN
easat-5840	164	27	.	.	PUNCT
easat-5840	165	1	26.83	26.83	NUM
easat-5840	165	2	%	%	NOUN
easat-5840	165	3	of	of	ADP
easat-5840	165	4	respondents	respondent	NOUN
easat-5840	165	5	indicated	indicate	VERB
easat-5840	165	6	that	that	SCONJ
easat-5840	165	7	the	the	DET
easat-5840	165	8	impact	impact	NOUN
easat-5840	165	9	was	be	AUX
easat-5840	165	10	moderate	moderate	ADJ
easat-5840	165	11	,	,	PUNCT
easat-5840	165	12	while	while	SCONJ
easat-5840	165	13	an	an	DET
easat-5840	165	14	equal	equal	ADJ
easat-5840	165	15	proportion	proportion	NOUN
easat-5840	165	16	of	of	ADP
easat-5840	165	17	26.83	26.83	NUM
easat-5840	165	18	%	%	NOUN
easat-5840	165	19	believed	believe	VERB
easat-5840	165	20	the	the	DET
easat-5840	165	21	impact	impact	NOUN
easat-5840	165	22	was	be	AUX
easat-5840	165	23	low	low	ADJ
easat-5840	165	24	.	.	PUNCT
easat-5840	166	1	additionally	additionally	ADV
easat-5840	166	2	,	,	PUNCT
easat-5840	166	3	19.50	19.50	NUM
easat-5840	166	4	%	%	NOUN
easat-5840	166	5	stated	state	VERB
easat-5840	166	6	that	that	SCONJ
easat-5840	166	7	the	the	DET
easat-5840	166	8	impact	impact	NOUN
easat-5840	166	9	was	be	AUX
easat-5840	166	10	high	high	ADJ
easat-5840	166	11	,	,	PUNCT
easat-5840	166	12	with	with	ADP
easat-5840	166	13	the	the	DET
easat-5840	166	14	responses	response	NOUN
easat-5840	166	15	for	for	ADP
easat-5840	166	16	both	both	CCONJ
easat-5840	166	17	the	the	DET
easat-5840	166	18	highest	high	ADJ
easat-5840	166	19	and	and	CCONJ
easat-5840	166	20	very	very	ADV
easat-5840	166	21	low	low	ADJ
easat-5840	166	22	impact	impact	NOUN
easat-5840	166	23	being	be	AUX
easat-5840	166	24	similarly	similarly	ADV
easat-5840	166	25	distributed	distribute	VERB
easat-5840	166	26	.	.	PUNCT
easat-5840	167	1	3.7	3.7	NUM
easat-5840	167	2	.	.	PUNCT
easat-5840	168	1	poll	poll	NOUN
easat-5840	168	2	impact	impact	NOUN
easat-5840	168	3	3.7.1	3.7.1	NUM
easat-5840	168	4	.	.	PUNCT
easat-5840	169	1	poll	poll	NOUN
easat-5840	169	2	recall	recall	NOUN
easat-5840	169	3	according	accord	VERB
easat-5840	169	4	to	to	ADP
easat-5840	169	5	the	the	DET
easat-5840	169	6	survey	survey	NOUN
easat-5840	169	7	,	,	PUNCT
easat-5840	169	8	34.15	34.15	NUM
easat-5840	169	9	%	%	NOUN
easat-5840	169	10	of	of	ADP
easat-5840	169	11	respondents	respondent	NOUN
easat-5840	169	12	were	be	AUX
easat-5840	169	13	unsure	unsure	ADJ
easat-5840	169	14	and	and	CCONJ
easat-5840	169	15	did	do	AUX
easat-5840	169	16	not	not	PART
easat-5840	169	17	follow	follow	VERB
easat-5840	169	18	any	any	DET
easat-5840	169	19	polling	polling	NOUN
easat-5840	169	20	data	datum	NOUN
easat-5840	169	21	,	,	PUNCT
easat-5840	169	22	while	while	SCONJ
easat-5840	169	23	29.27	29.27	NUM
easat-5840	169	24	%	%	NOUN
easat-5840	169	25	mentioned	mention	VERB
easat-5840	169	26	nida	nida	PROPN
easat-5840	169	27	poll	poll	PROPN
easat-5840	169	28	as	as	ADP
easat-5840	169	29	the	the	DET
easat-5840	169	30	most	most	ADV
easat-5840	169	31	referenced	referenced	ADJ
easat-5840	169	32	source	source	NOUN
easat-5840	169	33	.	.	PUNCT
easat-5840	170	1	additionally	additionally	ADV
easat-5840	170	2	,	,	PUNCT
easat-5840	170	3	21.95	21.95	NUM
easat-5840	170	4	%	%	NOUN
easat-5840	170	5	did	do	AUX
easat-5840	170	6	not	not	PART
easat-5840	170	7	respond	respond	VERB
easat-5840	170	8	to	to	ADP
easat-5840	170	9	the	the	DET
easat-5840	170	10	question	question	NOUN
easat-5840	170	11	.	.	PUNCT
easat-5840	171	1	other	other	ADJ
easat-5840	171	2	sources	source	NOUN
easat-5840	171	3	,	,	PUNCT
easat-5840	171	4	such	such	ADJ
easat-5840	171	5	as	as	ADP
easat-5840	171	6	the	the	DET
easat-5840	171	7	election	election	NOUN
easat-5840	171	8	commission	commission	NOUN
easat-5840	171	9	of	of	ADP
easat-5840	171	10	thailand	thailand	PROPN
easat-5840	171	11	(	(	PUNCT
easat-5840	171	12	ect	ect	PROPN
easat-5840	171	13	)	)	PUNCT
easat-5840	171	14	,	,	PUNCT
easat-5840	171	15	the	the	DET
easat-5840	171	16	standard	standard	NOUN
easat-5840	171	17	,	,	PUNCT
easat-5840	171	18	and	and	CCONJ
easat-5840	171	19	khao	khao	PROPN
easat-5840	171	20	sod	sod	PROPN
easat-5840	171	21	,	,	PUNCT
easat-5840	171	22	were	be	AUX
easat-5840	171	23	mentioned	mention	VERB
easat-5840	171	24	to	to	ADP
easat-5840	171	25	a	a	DET
easat-5840	171	26	lesser	less	ADJ
easat-5840	171	27	extent	extent	NOUN
easat-5840	171	28	.	.	PUNCT
easat-5840	172	1	3.7.2	3.7.2	X
easat-5840	172	2	.	.	X
easat-5840	172	3	impact	impact	NOUN
easat-5840	172	4	of	of	ADP
easat-5840	172	5	popularity	popularity	NOUN
easat-5840	172	6	surveys	survey	NOUN
easat-5840	172	7	on	on	ADP
easat-5840	172	8	respondent	respondent	NOUN
easat-5840	172	9	to	to	PART
easat-5840	172	10	voter	voter	VERB
easat-5840	172	11	about	about	ADV
easat-5840	172	12	36.59	36.59	NUM
easat-5840	172	13	%	%	NOUN
easat-5840	172	14	of	of	ADP
easat-5840	172	15	respondents	respondent	NOUN
easat-5840	172	16	indicated	indicate	VERB
easat-5840	172	17	that	that	SCONJ
easat-5840	172	18	poll	poll	NOUN
easat-5840	172	19	results	result	NOUN
easat-5840	172	20	had	have	VERB
easat-5840	172	21	a	a	DET
easat-5840	172	22	high	high	ADJ
easat-5840	172	23	impact	impact	NOUN
easat-5840	172	24	on	on	ADP
easat-5840	172	25	their	their	PRON
easat-5840	172	26	voting	voting	NOUN
easat-5840	172	27	decisions	decision	NOUN
easat-5840	172	28	,	,	PUNCT
easat-5840	172	29	but	but	CCONJ
easat-5840	172	30	34.15	34.15	NUM
easat-5840	172	31	%	%	NOUN
easat-5840	172	32	were	be	AUX
easat-5840	172	33	unsure	unsure	ADJ
easat-5840	172	34	about	about	ADP
easat-5840	172	35	the	the	DET
easat-5840	172	36	credibility	credibility	NOUN
easat-5840	172	37	of	of	ADP
easat-5840	172	38	the	the	DET
easat-5840	172	39	polls	poll	NOUN
easat-5840	172	40	and	and	CCONJ
easat-5840	172	41	did	do	VERB
easat-5840	172	42	not	not	PART
easat-5840	172	43	3.8	3.8	NUM
easat-5840	172	44	.	.	PUNCT
easat-5840	173	1	image	image	NOUN
easat-5840	173	2	appearance	appearance	NOUN
easat-5840	173	3	3.8.1	3.8.1	NUM
easat-5840	173	4	.	.	PUNCT
easat-5840	174	1	prominent	prominent	ADJ
easat-5840	174	2	party	party	NOUN
easat-5840	174	3	leaders	leader	NOUN
easat-5840	174	4	representing	represent	VERB
easat-5840	174	5	the	the	DET
easat-5840	174	6	party	party	NOUN
easat-5840	174	7	pita	pita	NOUN
easat-5840	174	8	was	be	AUX
easat-5840	174	9	the	the	DET
easat-5840	174	10	most	most	ADV
easat-5840	174	11	prominently	prominently	ADV
easat-5840	174	12	recognized	recognize	VERB
easat-5840	174	13	leader	leader	NOUN
easat-5840	174	14	,	,	PUNCT
easat-5840	174	15	cited	cite	VERB
easat-5840	174	16	by	by	ADP
easat-5840	174	17	46.34	46.34	NUM
easat-5840	174	18	%	%	NOUN
easat-5840	174	19	of	of	ADP
easat-5840	174	20	respondents.both	respondents.both	PROPN
easat-5840	174	21	party	party	NOUN
easat-5840	174	22	leaders	leader	NOUN
easat-5840	174	23	and	and	CCONJ
easat-5840	174	24	candidates	candidate	NOUN
easat-5840	174	25	were	be	AUX
easat-5840	174	26	seen	see	VERB
easat-5840	174	27	as	as	ADP
easat-5840	174	28	equally	equally	ADV
easat-5840	174	29	important	important	ADJ
easat-5840	174	30	in	in	ADP
easat-5840	174	31	shaping	shape	VERB
easat-5840	174	32	theparty	theparty	NOUN
easat-5840	174	33	’s	’s	PART
easat-5840	174	34	image	image	NOUN
easat-5840	174	35	.	.	PUNCT
easat-5840	175	1	3.8.2	3.8.2	X
easat-5840	175	2	.	.	X
easat-5840	175	3	effectiveness	effectiveness	NOUN
easat-5840	175	4	of	of	ADP
easat-5840	175	5	the	the	DET
easat-5840	175	6	semiotic	semiotic	ADJ
easat-5840	175	7	and	and	CCONJ
easat-5840	175	8	nonverbal	nonverbal	ADJ
easat-5840	175	9	in	in	ADP
easat-5840	175	10	helping	help	VERB
easat-5840	175	11	respondents	respondent	NOUN
easat-5840	175	12	remember	remember	VERB
easat-5840	175	13	the	the	DET
easat-5840	175	14	party	party	NOUN
easat-5840	175	15	according	accord	VERB
easat-5840	175	16	to	to	ADP
easat-5840	175	17	the	the	DET
easat-5840	175	18	survey	survey	NOUN
easat-5840	175	19	,	,	PUNCT
easat-5840	175	20	43.90	43.90	NUM
easat-5840	175	21	%	%	NOUN
easat-5840	175	22	of	of	ADP
easat-5840	175	23	respondents	respondent	NOUN
easat-5840	175	24	found	find	VERB
easat-5840	175	25	that	that	SCONJ
easat-5840	175	26	the	the	DET
easat-5840	175	27	use	use	NOUN
easat-5840	175	28	of	of	ADP
easat-5840	175	29	semiotics	semiotic	NOUN
easat-5840	175	30	and	and	CCONJ
easat-5840	175	31	nonverbal	nonverbal	ADJ
easat-5840	175	32	communication	communication	NOUN
easat-5840	175	33	by	by	ADP
easat-5840	175	34	the	the	DET
easat-5840	175	35	party	party	NOUN
easat-5840	175	36	had	have	VERB
easat-5840	175	37	the	the	DET
easat-5840	175	38	greatest	great	ADJ
easat-5840	175	39	impact	impact	NOUN
easat-5840	175	40	on	on	ADP
easat-5840	175	41	helping	help	VERB
easat-5840	175	42	them	they	PRON
easat-5840	175	43	remember	remember	VERB
easat-5840	175	44	the	the	DET
easat-5840	175	45	political	political	ADJ
easat-5840	175	46	party	party	NOUN
easat-5840	175	47	.	.	PUNCT
easat-5840	176	1	meanwhile	meanwhile	ADV
easat-5840	176	2	,	,	PUNCT
easat-5840	176	3	24.40	24.40	NUM
easat-5840	176	4	%	%	NOUN
easat-5840	176	5	indicated	indicate	VERB
easat-5840	176	6	a	a	DET
easat-5840	176	7	moderate	moderate	ADJ
easat-5840	176	8	effect	effect	NOUN
easat-5840	176	9	,	,	PUNCT
easat-5840	176	10	and	and	CCONJ
easat-5840	176	11	21.95	21.95	NUM
easat-5840	176	12	%	%	NOUN
easat-5840	176	13	stated	state	VERB
easat-5840	176	14	it	it	PRON
easat-5840	176	15	had	have	VERB
easat-5840	176	16	a	a	DET
easat-5840	176	17	significant	significant	ADJ
easat-5840	176	18	impact	impact	NOUN
easat-5840	176	19	.	.	PUNCT
easat-5840	177	1	the	the	DET
easat-5840	177	2	remaining	remain	VERB
easat-5840	177	3	respondents	respondent	NOUN
easat-5840	177	4	saw	see	VERB
easat-5840	177	5	the	the	DET
easat-5840	177	6	impact	impact	NOUN
easat-5840	177	7	as	as	ADV
easat-5840	177	8	minimal	minimal	ADJ
easat-5840	177	9	at	at	ADP
easat-5840	177	10	7.30	7.30	NUM
easat-5840	177	11	%	%	NOUN
easat-5840	177	12	,	,	PUNCT
easat-5840	177	13	and	and	CCONJ
easat-5840	177	14	2.40	2.40	NUM
easat-5840	177	15	%	%	NOUN
easat-5840	177	16	reported	report	VERB
easat-5840	177	17	no	no	DET
easat-5840	177	18	effect	effect	NOUN
easat-5840	177	19	at	at	ADV
easat-5840	177	20	all	all	ADV
easat-5840	177	21	.	.	PUNCT
easat-5840	178	1	2539	2539	NUM
easat-5840	178	2	edelweiss	edelweiss	PROPN
easat-5840	178	3	applied	apply	VERB
easat-5840	178	4	science	science	NOUN
easat-5840	178	5	and	and	CCONJ
easat-5840	178	6	technology	technology	NOUN
easat-5840	178	7	issn	issn	PROPN
easat-5840	178	8	:	:	PUNCT
easat-5840	178	9	2576	2576	NUM
easat-5840	178	10	-	-	SYM
easat-5840	178	11	8484	8484	NUM
easat-5840	178	12	vol	vol	NOUN
easat-5840	178	13	.	.	PROPN
easat-5840	179	1	9	9	NUM
easat-5840	179	2	,	,	PUNCT
easat-5840	179	3	no	no	INTJ
easat-5840	179	4	.	.	NOUN
easat-5840	180	1	3	3	NUM
easat-5840	180	2	:	:	PUNCT
easat-5840	180	3	2531	2531	NUM
easat-5840	180	4	-	-	SYM
easat-5840	180	5	2542	2542	NUM
easat-5840	180	6	,	,	PUNCT
easat-5840	180	7	2025	2025	NUM
easat-5840	180	8	doi	doi	NOUN
easat-5840	180	9	:	:	PUNCT
easat-5840	180	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	180	11	©	©	PROPN
easat-5840	180	12	2025	2025	NUM
easat-5840	180	13	by	by	ADP
easat-5840	180	14	the	the	DET
easat-5840	180	15	authors	author	NOUN
easat-5840	180	16	;	;	PUNCT
easat-5840	180	17	licensee	licensee	PROPN
easat-5840	180	18	learning	learning	NOUN
easat-5840	180	19	gate	gate	NOUN
easat-5840	180	20	3.9	3.9	NUM
easat-5840	180	21	.	.	PUNCT
easat-5840	181	1	influence	influence	NOUN
easat-5840	181	2	of	of	ADP
easat-5840	181	3	atmosphere	atmosphere	NOUN
easat-5840	181	4	at	at	ADP
easat-5840	181	5	the	the	DET
easat-5840	181	6	event	event	NOUN
easat-5840	181	7	overall	overall	ADV
easat-5840	181	8	,	,	PUNCT
easat-5840	181	9	the	the	DET
easat-5840	181	10	impact	impact	NOUN
easat-5840	181	11	of	of	ADP
easat-5840	181	12	the	the	DET
easat-5840	181	13	atmosphere	atmosphere	NOUN
easat-5840	181	14	in	in	ADP
easat-5840	181	15	the	the	DET
easat-5840	181	16	party	party	NOUN
easat-5840	181	17	’s	’s	PART
easat-5840	181	18	activities	activity	NOUN
easat-5840	181	19	contributes	contribute	VERB
easat-5840	181	20	to	to	ADP
easat-5840	181	21	creating	create	VERB
easat-5840	181	22	recognition	recognition	NOUN
easat-5840	181	23	and	and	CCONJ
easat-5840	181	24	influencing	influence	VERB
easat-5840	181	25	electoral	electoral	ADJ
easat-5840	181	26	decisions	decision	NOUN
easat-5840	181	27	at	at	ADP
easat-5840	181	28	moderate	moderate	ADJ
easat-5840	181	29	to	to	ADP
easat-5840	181	30	high	high	ADJ
easat-5840	181	31	levels	level	NOUN
easat-5840	181	32	.	.	PUNCT
easat-5840	182	1	specifically	specifically	ADV
easat-5840	182	2	,	,	PUNCT
easat-5840	182	3	36.58	36.58	NUM
easat-5840	182	4	%	%	NOUN
easat-5840	182	5	of	of	ADP
easat-5840	182	6	respondents	respondent	NOUN
easat-5840	182	7	rated	rate	VERB
easat-5840	182	8	the	the	DET
easat-5840	182	9	impact	impact	NOUN
easat-5840	182	10	as	as	ADV
easat-5840	182	11	high	high	ADJ
easat-5840	182	12	,	,	PUNCT
easat-5840	182	13	followed	follow	VERB
easat-5840	182	14	by	by	ADP
easat-5840	182	15	34.15	34.15	NUM
easat-5840	182	16	%	%	NOUN
easat-5840	182	17	who	who	PRON
easat-5840	182	18	rated	rate	VERB
easat-5840	182	19	it	it	PRON
easat-5840	182	20	as	as	ADP
easat-5840	182	21	moderate	moderate	ADJ
easat-5840	182	22	,	,	PUNCT
easat-5840	182	23	and	and	CCONJ
easat-5840	182	24	21.95	21.95	NUM
easat-5840	182	25	%	%	NOUN
easat-5840	182	26	who	who	PRON
easat-5840	182	27	rated	rate	VERB
easat-5840	182	28	it	it	PRON
easat-5840	182	29	as	as	ADP
easat-5840	182	30	very	very	ADV
easat-5840	182	31	high	high	ADJ
easat-5840	182	32	.	.	PUNCT
easat-5840	183	1	4	4	X
easat-5840	183	2	.	.	X
easat-5840	183	3	political	political	ADJ
easat-5840	183	4	decision	decision	NOUN
easat-5840	183	5	-	-	PUNCT
easat-5840	183	6	making	making	NOUN
easat-5840	183	7	of	of	ADP
easat-5840	183	8	novice	novice	NOUN
easat-5840	183	9	voters	voter	NOUN
easat-5840	183	10	4.1	4.1	NUM
easat-5840	183	11	.	.	PUNCT
easat-5840	184	1	respondents	respondent	NOUN
easat-5840	184	2	'	'	PART
easat-5840	184	3	decision	decision	NOUN
easat-5840	184	4	-	-	PUNCT
easat-5840	184	5	making	make	VERB
easat-5840	184	6	processes	process	NOUN
easat-5840	184	7	on	on	ADP
easat-5840	184	8	election	election	NOUN
easat-5840	184	9	day	day	NOUN
easat-5840	184	10	novice	novice	NOUN
easat-5840	184	11	voters	voter	NOUN
easat-5840	184	12	employ	employ	VERB
easat-5840	184	13	five	five	NUM
easat-5840	184	14	cognitive	cognitive	ADJ
easat-5840	184	15	heuristic	heuristic	ADJ
easat-5840	184	16	variables	variable	NOUN
easat-5840	184	17	in	in	ADP
easat-5840	184	18	their	their	PRON
easat-5840	184	19	political	political	ADJ
easat-5840	184	20	decision	decision	NOUN
easat-5840	184	21	-	-	PUNCT
easat-5840	184	22	making	making	NOUN
easat-5840	184	23	,	,	PUNCT
easat-5840	184	24	with	with	ADP
easat-5840	184	25	research	research	NOUN
easat-5840	184	26	confirming	confirm	VERB
easat-5840	184	27	that	that	SCONJ
easat-5840	184	28	these	these	DET
easat-5840	184	29	variables	variable	NOUN
easat-5840	184	30	are	be	AUX
easat-5840	184	31	key	key	ADJ
easat-5840	184	32	factors	factor	NOUN
easat-5840	184	33	remembered	remember	VERB
easat-5840	184	34	and	and	CCONJ
easat-5840	184	35	used	use	VERB
easat-5840	184	36	by	by	ADP
easat-5840	184	37	novice	novice	NOUN
easat-5840	184	38	voters	voter	NOUN
easat-5840	184	39	in	in	ADP
easat-5840	184	40	thailand	thailand	PROPN
easat-5840	184	41	during	during	ADP
easat-5840	184	42	elections	election	NOUN
easat-5840	184	43	,	,	PUNCT
easat-5840	184	44	and	and	CCONJ
easat-5840	184	45	most	most	ADJ
easat-5840	184	46	respondents	respondent	NOUN
easat-5840	184	47	(	(	PUNCT
easat-5840	184	48	68.29	68.29	NUM
easat-5840	184	49	%	%	NOUN
easat-5840	184	50	)	)	PUNCT
easat-5840	184	51	made	make	VERB
easat-5840	184	52	quick	quick	ADJ
easat-5840	184	53	decisions	decision	NOUN
easat-5840	184	54	on	on	ADP
easat-5840	184	55	election	election	NOUN
easat-5840	184	56	day	day	NOUN
easat-5840	184	57	based	base	VERB
easat-5840	184	58	on	on	ADP
easat-5840	184	59	key	key	ADJ
easat-5840	184	60	points	point	NOUN
easat-5840	184	61	they	they	PRON
easat-5840	184	62	remembered	remember	VERB
easat-5840	184	63	,	,	PUNCT
easat-5840	184	64	while	while	SCONJ
easat-5840	184	65	31.71	31.71	NUM
easat-5840	184	66	%	%	NOUN
easat-5840	184	67	carefully	carefully	ADV
easat-5840	184	68	reconsidered	reconsider	VERB
easat-5840	184	69	all	all	DET
easat-5840	184	70	information	information	NOUN
easat-5840	184	71	before	before	ADP
easat-5840	184	72	deciding	decide	VERB
easat-5840	184	73	.	.	PUNCT
easat-5840	185	1	as	as	SCONJ
easat-5840	185	2	detailed	detailed	ADJ
easat-5840	185	3	in	in	ADP
easat-5840	185	4	table	table	NOUN
easat-5840	185	5	3	3	NUM
easat-5840	185	6	:	:	PUNCT
easat-5840	185	7	table	table	NOUN
easat-5840	185	8	3	3	NUM
easat-5840	185	9	.	.	X
easat-5840	185	10	number	number	NOUN
easat-5840	185	11	and	and	CCONJ
easat-5840	185	12	percentage	percentage	NOUN
easat-5840	185	13	of	of	ADP
easat-5840	185	14	decision	decision	NOUN
easat-5840	185	15	-	-	PUNCT
easat-5840	185	16	making	make	VERB
easat-5840	185	17	behavior	behavior	NOUN
easat-5840	185	18	.	.	PUNCT
easat-5840	186	1	decision	decision	NOUN
easat-5840	186	2	-	-	PUNCT
easat-5840	186	3	making	make	VERB
easat-5840	186	4	behavior	behavior	NOUN
easat-5840	186	5	number	number	NOUN
easat-5840	186	6	percentage	percentage	NOUN
easat-5840	186	7	on	on	ADP
easat-5840	186	8	election	election	NOUN
easat-5840	186	9	day	day	NOUN
easat-5840	186	10	,	,	PUNCT
easat-5840	186	11	the	the	DET
easat-5840	186	12	ability	ability	NOUN
easat-5840	186	13	to	to	PART
easat-5840	186	14	make	make	VERB
easat-5840	186	15	quick	quick	ADJ
easat-5840	186	16	decisions	decision	NOUN
easat-5840	186	17	based	base	VERB
easat-5840	186	18	on	on	ADP
easat-5840	186	19	recalled	recall	VERB
easat-5840	186	20	key	key	ADJ
easat-5840	186	21	information	information	NOUN
easat-5840	186	22	56	56	NUM
easat-5840	186	23	68.29	68.29	NUM
easat-5840	186	24	on	on	ADP
easat-5840	186	25	election	election	NOUN
easat-5840	186	26	day	day	NOUN
easat-5840	186	27	,	,	PUNCT
easat-5840	186	28	the	the	DET
easat-5840	186	29	preference	preference	NOUN
easat-5840	186	30	to	to	PART
easat-5840	186	31	carefully	carefully	ADV
easat-5840	186	32	reconsider	reconsider	VERB
easat-5840	186	33	information	information	NOUN
easat-5840	186	34	from	from	ADP
easat-5840	186	35	all	all	DET
easat-5840	186	36	political	political	ADJ
easat-5840	186	37	parties	party	NOUN
easat-5840	186	38	26	26	NUM
easat-5840	186	39	31.71	31.71	NUM
easat-5840	186	40	total	total	NOUN
easat-5840	186	41	82	82	NUM
easat-5840	186	42	100.00	100.00	NUM
easat-5840	186	43	4.2	4.2	NUM
easat-5840	186	44	.	.	PUNCT
easat-5840	187	1	rank	rank	NOUN
easat-5840	187	2	of	of	ADP
easat-5840	187	3	reasons	reason	NOUN
easat-5840	187	4	for	for	ADP
easat-5840	187	5	supporting	support	VERB
easat-5840	187	6	the	the	DET
easat-5840	187	7	orange	orange	PROPN
easat-5840	187	8	party	party	PROPN
easat-5840	187	9	1st	1st	PROPN
easat-5840	188	1	the	the	DET
easat-5840	188	2	primary	primary	ADJ
easat-5840	188	3	reason	reason	NOUN
easat-5840	188	4	for	for	ADP
easat-5840	188	5	supporting	support	VERB
easat-5840	188	6	the	the	DET
easat-5840	188	7	orange	orange	PROPN
easat-5840	188	8	party	party	PROPN
easat-5840	188	9	was	be	AUX
easat-5840	188	10	a	a	DET
easat-5840	188	11	desire	desire	NOUN
easat-5840	188	12	to	to	PART
easat-5840	188	13	see	see	VERB
easat-5840	188	14	its	its	PRON
easat-5840	188	15	ideologies	ideology	NOUN
easat-5840	188	16	realized	realize	VERB
easat-5840	188	17	(	(	PUNCT
easat-5840	188	18	73.17	73.17	NUM
easat-5840	188	19	%	%	NOUN
easat-5840	188	20	)	)	PUNCT
easat-5840	188	21	,	,	PUNCT
easat-5840	188	22	but	but	CCONJ
easat-5840	188	23	many	many	ADJ
easat-5840	188	24	lack	lack	VERB
easat-5840	188	25	knowledge	knowledge	NOUN
easat-5840	188	26	and	and	CCONJ
easat-5840	188	27	can	can	AUX
easat-5840	188	28	not	not	PART
easat-5840	188	29	define	define	VERB
easat-5840	188	30	or	or	CCONJ
easat-5840	188	31	explain	explain	VERB
easat-5840	188	32	the	the	DET
easat-5840	188	33	party	party	NOUN
easat-5840	188	34	's	's	PART
easat-5840	188	35	ideology	ideology	NOUN
easat-5840	188	36	.	.	PUNCT
easat-5840	189	1	2nd	2nd	PROPN
easat-5840	189	2	wanted	want	VERB
easat-5840	189	3	to	to	PART
easat-5840	189	4	see	see	VERB
easat-5840	189	5	the	the	DET
easat-5840	189	6	party	party	NOUN
easat-5840	189	7	's	's	PART
easat-5840	189	8	good	good	ADJ
easat-5840	189	9	ideologies	ideology	NOUN
easat-5840	189	10	realized	realize	VERB
easat-5840	189	11	3rd	3rd	PROPN
easat-5840	189	12	influenced	influence	VERB
easat-5840	189	13	by	by	ADP
easat-5840	189	14	the	the	DET
easat-5840	189	15	party	party	NOUN
easat-5840	189	16	's	's	PART
easat-5840	189	17	image	image	NOUN
easat-5840	189	18	,	,	PUNCT
easat-5840	189	19	personnel	personnel	NOUN
easat-5840	189	20	,	,	PUNCT
easat-5840	189	21	and	and	CCONJ
easat-5840	189	22	creative	creative	ADJ
easat-5840	189	23	political	political	ADJ
easat-5840	189	24	activities	activity	NOUN
easat-5840	189	25	4th	4th	ADJ
easat-5840	189	26	influenced	influence	VERB
easat-5840	189	27	by	by	ADP
easat-5840	189	28	the	the	DET
easat-5840	189	29	party	party	NOUN
easat-5840	189	30	's	's	PART
easat-5840	189	31	alignment	alignment	NOUN
easat-5840	189	32	with	with	ADP
easat-5840	189	33	their	their	PRON
easat-5840	189	34	values	value	NOUN
easat-5840	189	35	and	and	CCONJ
easat-5840	189	36	beliefs	belief	NOUN
easat-5840	189	37	5th	5th	ADJ
easat-5840	189	38	trusted	trust	VERB
easat-5840	189	39	the	the	DET
easat-5840	189	40	party	party	NOUN
easat-5840	189	41	because	because	SCONJ
easat-5840	189	42	it	it	PRON
easat-5840	189	43	was	be	AUX
easat-5840	189	44	endorsed	endorse	VERB
easat-5840	189	45	by	by	ADP
easat-5840	189	46	credible	credible	ADJ
easat-5840	189	47	individuals	individual	NOUN
easat-5840	189	48	6th	6th	NOUN
easat-5840	189	49	influenced	influence	VERB
easat-5840	189	50	by	by	ADP
easat-5840	189	51	polls	poll	NOUN
easat-5840	189	52	,	,	PUNCT
easat-5840	189	53	believing	believe	VERB
easat-5840	189	54	that	that	SCONJ
easat-5840	189	55	voting	voting	NOUN
easat-5840	189	56	for	for	ADP
easat-5840	189	57	the	the	DET
easat-5840	189	58	party	party	NOUN
easat-5840	189	59	would	would	AUX
easat-5840	189	60	not	not	PART
easat-5840	189	61	be	be	AUX
easat-5840	189	62	a	a	DET
easat-5840	189	63	wasted	waste	VERB
easat-5840	189	64	vote	vote	NOUN
easat-5840	189	65	the	the	DET
easat-5840	189	66	following	follow	VERB
easat-5840	189	67	table	table	NOUN
easat-5840	189	68	4	4	NUM
easat-5840	189	69	outlines	outline	VERB
easat-5840	189	70	the	the	DET
easat-5840	189	71	average	average	ADJ
easat-5840	189	72	and	and	CCONJ
easat-5840	189	73	standard	standard	ADJ
easat-5840	189	74	deviation	deviation	NOUN
easat-5840	189	75	of	of	ADP
easat-5840	189	76	political	political	ADJ
easat-5840	189	77	party	party	NOUN
easat-5840	189	78	recognition	recognition	NOUN
easat-5840	189	79	and	and	CCONJ
easat-5840	189	80	retention	retention	NOUN
easat-5840	189	81	.	.	PUNCT
easat-5840	190	1	table	table	NOUN
easat-5840	190	2	4	4	NUM
easat-5840	190	3	.	.	PUNCT
easat-5840	190	4	average	average	ADJ
easat-5840	190	5	and	and	CCONJ
easat-5840	190	6	standard	standard	ADJ
easat-5840	190	7	deviation	deviation	NOUN
easat-5840	190	8	of	of	ADP
easat-5840	190	9	political	political	ADJ
easat-5840	190	10	party	party	NOUN
easat-5840	190	11	recognition	recognition	NOUN
easat-5840	190	12	and	and	CCONJ
easat-5840	190	13	retention	retention	NOUN
easat-5840	190	14	.	.	PUNCT
easat-5840	191	1	5	5	X
easat-5840	191	2	.	.	X
easat-5840	191	3	factors	factor	NOUN
easat-5840	191	4	affecting	affect	VERB
easat-5840	191	5	party	party	NOUN
easat-5840	191	6	loyalty	loyalty	NOUN
easat-5840	191	7	among	among	ADP
easat-5840	191	8	novice	novice	NOUN
easat-5840	191	9	voters	voter	NOUN
easat-5840	191	10	5.1	5.1	NUM
easat-5840	191	11	.	.	PUNCT
easat-5840	192	1	political	political	ADJ
easat-5840	192	2	stability	stability	NOUN
easat-5840	192	3	in	in	ADP
easat-5840	192	4	an	an	DET
easat-5840	192	5	unchanging	unchanging	ADJ
easat-5840	192	6	context	context	NOUN
easat-5840	192	7	for	for	ADP
easat-5840	192	8	information	information	NOUN
easat-5840	192	9	retention	retention	NOUN
easat-5840	192	10	and	and	CCONJ
easat-5840	192	11	political	political	ADJ
easat-5840	192	12	decision	decision	NOUN
easat-5840	192	13	-	-	PUNCT
easat-5840	192	14	making	making	NOUN
easat-5840	192	15	,	,	PUNCT
easat-5840	192	16	39.02	39.02	NUM
easat-5840	192	17	%	%	NOUN
easat-5840	192	18	reported	report	VERB
easat-5840	192	19	a	a	DET
easat-5840	192	20	high	high	ADJ
easat-5840	192	21	level	level	NOUN
easat-5840	192	22	,	,	PUNCT
easat-5840	192	23	and	and	CCONJ
easat-5840	192	24	29.27	29.27	NUM
easat-5840	192	25	%	%	NOUN
easat-5840	192	26	a	a	DET
easat-5840	192	27	moderate	moderate	ADJ
easat-5840	192	28	level	level	NOUN
easat-5840	192	29	.	.	PUNCT
easat-5840	193	1	for	for	ADP
easat-5840	193	2	external	external	ADJ
easat-5840	193	3	factors	factor	NOUN
easat-5840	193	4	,	,	PUNCT
easat-5840	193	5	if	if	SCONJ
easat-5840	193	6	the	the	DET
easat-5840	193	7	party	party	NOUN
easat-5840	193	8	's	's	PART
easat-5840	193	9	ideologies	ideology	NOUN
easat-5840	193	10	,	,	PUNCT
easat-5840	193	11	policies	policy	NOUN
easat-5840	193	12	,	,	PUNCT
easat-5840	193	13	and	and	CCONJ
easat-5840	193	14	personnel	personnel	NOUN
easat-5840	193	15	remain	remain	VERB
easat-5840	193	16	unchanged	unchanged	ADJ
easat-5840	193	17	,	,	PUNCT
easat-5840	193	18	36.59	36.59	NUM
easat-5840	193	19	%	%	NOUN
easat-5840	193	20	indicated	indicate	VERB
easat-5840	193	21	high	high	ADJ
easat-5840	193	22	support	support	NOUN
easat-5840	193	23	,	,	PUNCT
easat-5840	193	24	and	and	CCONJ
easat-5840	193	25	34.15	34.15	NUM
easat-5840	193	26	%	%	NOUN
easat-5840	193	27	the	the	DET
easat-5840	193	28	highest	high	ADJ
easat-5840	193	29	support	support	NOUN
easat-5840	193	30	.	.	PUNCT
easat-5840	194	1	the	the	DET
easat-5840	194	2	following	follow	VERB
easat-5840	194	3	table	table	NOUN
easat-5840	194	4	5	5	NUM
easat-5840	194	5	summarizes	summarize	NOUN
easat-5840	194	6	the	the	DET
easat-5840	194	7	average	average	ADJ
easat-5840	194	8	and	and	CCONJ
easat-5840	194	9	standard	standard	ADJ
easat-5840	194	10	deviation	deviation	NOUN
easat-5840	194	11	of	of	ADP
easat-5840	194	12	party	party	NOUN
easat-5840	194	13	loyalty	loyalty	NOUN
easat-5840	194	14	.	.	PUNCT
easat-5840	195	1	political	political	ADJ
easat-5840	195	2	party	party	NOUN
easat-5840	195	3	recognition	recognition	NOUN
easat-5840	195	4	and	and	CCONJ
easat-5840	195	5	retention	retention	NOUN
easat-5840	195	6	mean	mean	NOUN
easat-5840	195	7	(	(	PUNCT
easat-5840	195	8	�	�	NOUN
easat-5840	195	9	̅	̅	NOUN
easat-5840	195	10	�	�	PROPN
easat-5840	195	11	)	)	PUNCT
easat-5840	195	12	s.d	s.d	PROPN
easat-5840	195	13	.	.	PROPN
easat-5840	195	14	interpretation	interpretation	PROPN
easat-5840	195	15	symbols	symbol	NOUN
easat-5840	195	16	,	,	PUNCT
easat-5840	195	17	logos	logo	NOUN
easat-5840	195	18	,	,	PUNCT
easat-5840	195	19	colors	color	NOUN
easat-5840	195	20	,	,	PUNCT
easat-5840	195	21	fonts	font	NOUN
easat-5840	195	22	,	,	PUNCT
easat-5840	195	23	slogans	slogan	NOUN
easat-5840	195	24	aid	aid	VERB
easat-5840	195	25	in	in	ADP
easat-5840	195	26	party	party	NOUN
easat-5840	195	27	recognition	recognition	NOUN
easat-5840	195	28	.	.	PUNCT
easat-5840	196	1	3.97	3.97	NUM
easat-5840	196	2	1.09	1.09	NUM
easat-5840	196	3	high	high	ADJ
easat-5840	196	4	atmosphere	atmosphere	NOUN
easat-5840	196	5	of	of	ADP
easat-5840	196	6	party	party	NOUN
easat-5840	196	7	events	event	NOUN
easat-5840	196	8	3.68	3.68	NUM
easat-5840	196	9	1.00	1.00	NUM
easat-5840	196	10	high	high	ADJ
easat-5840	196	11	poll	poll	NOUN
easat-5840	196	12	results	result	VERB
easat-5840	196	13	3.43	3.43	NUM
easat-5840	196	14	1.06	1.06	NUM
easat-5840	196	15	moderate	moderate	ADJ
easat-5840	196	16	recognition	recognition	NOUN
easat-5840	196	17	and	and	CCONJ
easat-5840	196	18	retention	retention	NOUN
easat-5840	196	19	of	of	ADP
easat-5840	196	20	political	political	ADJ
easat-5840	196	21	party	party	NOUN
easat-5840	196	22	information	information	NOUN
easat-5840	196	23	3.31	3.31	NUM
easat-5840	196	24	1.05	1.05	NUM
easat-5840	196	25	moderate	moderate	ADJ
easat-5840	196	26	feelings	feeling	NOUN
easat-5840	196	27	of	of	ADP
easat-5840	196	28	attachment	attachment	NOUN
easat-5840	196	29	to	to	ADP
easat-5840	196	30	the	the	DET
easat-5840	196	31	chosen	choose	VERB
easat-5840	196	32	political	political	ADJ
easat-5840	196	33	party	party	NOUN
easat-5840	196	34	.	.	PUNCT
easat-5840	197	1	2.97	2.97	NUM
easat-5840	197	2	1.12	1.12	NUM
easat-5840	197	3	moderate	moderate	ADJ
easat-5840	197	4	endorsements	endorsement	NOUN
easat-5840	197	5	by	by	ADP
easat-5840	197	6	celebrities	celebrity	NOUN
easat-5840	197	7	or	or	CCONJ
easat-5840	197	8	influencers	influencer	VERB
easat-5840	197	9	2.87	2.87	NUM
easat-5840	197	10	1.24	1.24	NUM
easat-5840	197	11	moderate	moderate	ADJ
easat-5840	197	12	overall	overall	ADJ
easat-5840	197	13	3.37	3.37	NUM
easat-5840	197	14	0.81	0.81	NUM
easat-5840	197	15	moderate	moderate	ADJ
easat-5840	197	16	2540	2540	NUM
easat-5840	197	17	edelweiss	edelweiss	PROPN
easat-5840	197	18	applied	apply	VERB
easat-5840	197	19	science	science	NOUN
easat-5840	197	20	and	and	CCONJ
easat-5840	197	21	technology	technology	NOUN
easat-5840	197	22	issn	issn	PROPN
easat-5840	197	23	:	:	PUNCT
easat-5840	197	24	2576	2576	NUM
easat-5840	197	25	-	-	SYM
easat-5840	197	26	8484	8484	NUM
easat-5840	197	27	vol	vol	NOUN
easat-5840	197	28	.	.	PROPN
easat-5840	197	29	9	9	NUM
easat-5840	197	30	,	,	PUNCT
easat-5840	197	31	no	no	INTJ
easat-5840	197	32	.	.	NOUN
easat-5840	198	1	3	3	NUM
easat-5840	198	2	:	:	PUNCT
easat-5840	198	3	2531	2531	NUM
easat-5840	198	4	-	-	SYM
easat-5840	198	5	2542	2542	NUM
easat-5840	198	6	,	,	PUNCT
easat-5840	198	7	2025	2025	NUM
easat-5840	198	8	doi	doi	NOUN
easat-5840	198	9	:	:	PUNCT
easat-5840	198	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	198	11	©	©	PROPN
easat-5840	198	12	2025	2025	NUM
easat-5840	198	13	by	by	ADP
easat-5840	198	14	the	the	DET
easat-5840	198	15	authors	author	NOUN
easat-5840	198	16	;	;	PUNCT
easat-5840	198	17	licensee	licensee	PROPN
easat-5840	198	18	learning	learn	VERB
easat-5840	198	19	gate	gate	NOUN
easat-5840	198	20	table	table	NOUN
easat-5840	198	21	5	5	NUM
easat-5840	198	22	.	.	PUNCT
easat-5840	198	23	average	average	ADJ
easat-5840	198	24	and	and	CCONJ
easat-5840	198	25	standard	standard	ADJ
easat-5840	198	26	deviation	deviation	NOUN
easat-5840	198	27	of	of	ADP
easat-5840	198	28	party	party	NOUN
easat-5840	198	29	loyalty	loyalty	NOUN
easat-5840	198	30	.	.	PUNCT
easat-5840	199	1	5.2	5.2	NUM
easat-5840	199	2	.	.	PUNCT
easat-5840	200	1	respondents	respondent	NOUN
easat-5840	200	2	'	'	PART
easat-5840	200	3	reactions	reaction	NOUN
easat-5840	200	4	to	to	ADP
easat-5840	200	5	party	party	NOUN
easat-5840	200	6	personnel	personnel	NOUN
easat-5840	200	7	's	's	PART
easat-5840	200	8	ethical	ethical	ADJ
easat-5840	200	9	or	or	CCONJ
easat-5840	200	10	legal	legal	ADJ
easat-5840	200	11	violations	violation	NOUN
easat-5840	200	12	if	if	SCONJ
easat-5840	200	13	party	party	NOUN
easat-5840	200	14	personnel	personnel	NOUN
easat-5840	200	15	were	be	AUX
easat-5840	200	16	to	to	PART
easat-5840	200	17	commit	commit	VERB
easat-5840	200	18	ethical	ethical	ADJ
easat-5840	200	19	or	or	CCONJ
easat-5840	200	20	legal	legal	ADJ
easat-5840	200	21	violations	violation	NOUN
easat-5840	200	22	,	,	PUNCT
easat-5840	200	23	63.42	63.42	NUM
easat-5840	200	24	%	%	NOUN
easat-5840	200	25	of	of	ADP
easat-5840	200	26	respondents	respondent	NOUN
easat-5840	200	27	would	would	AUX
easat-5840	200	28	continue	continue	VERB
easat-5840	200	29	to	to	PART
easat-5840	200	30	support	support	VERB
easat-5840	200	31	the	the	DET
easat-5840	200	32	party	party	NOUN
easat-5840	200	33	but	but	CCONJ
easat-5840	200	34	would	would	AUX
easat-5840	200	35	prefer	prefer	VERB
easat-5840	200	36	stricter	strict	ADJ
easat-5840	200	37	candidate	candidate	NOUN
easat-5840	200	38	screening	screening	NOUN
easat-5840	200	39	.	.	PUNCT
easat-5840	201	1	6	6	X
easat-5840	201	2	.	.	X
easat-5840	201	3	conclusion	conclusion	NOUN
easat-5840	201	4	6.1	6.1	NUM
easat-5840	201	5	.	.	PUNCT
easat-5840	202	1	media	medium	NOUN
easat-5840	202	2	reception	reception	NOUN
easat-5840	202	3	the	the	DET
easat-5840	202	4	research	research	NOUN
easat-5840	202	5	findings	finding	NOUN
easat-5840	202	6	on	on	ADP
easat-5840	202	7	media	medium	NOUN
easat-5840	202	8	usage	usage	NOUN
easat-5840	202	9	indicate	indicate	VERB
easat-5840	202	10	that	that	SCONJ
easat-5840	202	11	gen	gen	PROPN
easat-5840	202	12	z	z	NOUN
easat-5840	202	13	respondents	respondent	NOUN
easat-5840	202	14	predominantly	predominantly	ADV
easat-5840	202	15	use	use	VERB
easat-5840	202	16	online	online	ADJ
easat-5840	202	17	media	medium	NOUN
easat-5840	202	18	platforms	platform	NOUN
easat-5840	202	19	for	for	ADP
easat-5840	202	20	political	political	ADJ
easat-5840	202	21	information	information	NOUN
easat-5840	202	22	reception	reception	NOUN
easat-5840	202	23	,	,	PUNCT
easat-5840	202	24	with	with	ADP
easat-5840	202	25	the	the	DET
easat-5840	202	26	top	top	ADJ
easat-5840	202	27	four	four	NUM
easat-5840	202	28	platforms	platform	NOUN
easat-5840	202	29	being	be	AUX
easat-5840	202	30	1	1	NUM
easat-5840	202	31	)	)	PUNCT
easat-5840	202	32	facebook	facebook	NOUN
easat-5840	202	33	,	,	PUNCT
easat-5840	202	34	2	2	NUM
easat-5840	202	35	)	)	PUNCT
easat-5840	202	36	tiktok	tiktok	NOUN
easat-5840	202	37	,	,	PUNCT
easat-5840	202	38	3	3	NUM
easat-5840	202	39	)	)	PUNCT
easat-5840	202	40	x	x	NOUN
easat-5840	202	41	,	,	PUNCT
easat-5840	202	42	and	and	CCONJ
easat-5840	202	43	4	4	X
easat-5840	202	44	)	)	PUNCT
easat-5840	202	45	youtube	youtube	NOUN
easat-5840	202	46	.	.	PUNCT
easat-5840	203	1	this	this	PRON
easat-5840	203	2	aligns	align	VERB
easat-5840	203	3	with	with	ADP
easat-5840	203	4	khunsiri	khunsiri	PROPN
easat-5840	203	5	[	[	X
easat-5840	203	6	11	11	NUM
easat-5840	203	7	]	]	X
easat-5840	203	8	research	research	NOUN
easat-5840	203	9	,	,	PUNCT
easat-5840	203	10	which	which	PRON
easat-5840	203	11	stated	state	VERB
easat-5840	203	12	that	that	SCONJ
easat-5840	203	13	gen	gen	PROPN
easat-5840	203	14	z	z	PROPN
easat-5840	203	15	,	,	PUNCT
easat-5840	203	16	born	bear	VERB
easat-5840	203	17	in	in	ADP
easat-5840	203	18	the	the	DET
easat-5840	203	19	digital	digital	ADJ
easat-5840	203	20	age	age	NOUN
easat-5840	203	21	,	,	PUNCT
easat-5840	203	22	are	be	AUX
easat-5840	203	23	adept	adept	ADJ
easat-5840	203	24	at	at	ADP
easat-5840	203	25	and	and	CCONJ
easat-5840	203	26	prefer	prefer	VERB
easat-5840	203	27	using	use	VERB
easat-5840	203	28	online	online	ADJ
easat-5840	203	29	media	medium	NOUN
easat-5840	203	30	.	.	PUNCT
easat-5840	204	1	the	the	DET
easat-5840	204	2	popular	popular	ADJ
easat-5840	204	3	online	online	ADJ
easat-5840	204	4	media	medium	NOUN
easat-5840	204	5	platforms	platform	NOUN
easat-5840	204	6	in	in	ADP
easat-5840	204	7	thailand	thailand	PROPN
easat-5840	204	8	include	include	VERB
easat-5840	204	9	1	1	NUM
easat-5840	204	10	)	)	PUNCT
easat-5840	204	11	facebook	facebook	NOUN
easat-5840	204	12	,	,	PUNCT
easat-5840	204	13	2	2	NUM
easat-5840	204	14	)	)	PUNCT
easat-5840	204	15	tiktok	tiktok	NOUN
easat-5840	204	16	,	,	PUNCT
easat-5840	204	17	3	3	NUM
easat-5840	204	18	)	)	PUNCT
easat-5840	204	19	x	x	NOUN
easat-5840	204	20	,	,	PUNCT
easat-5840	204	21	and	and	CCONJ
easat-5840	204	22	4	4	X
easat-5840	204	23	)	)	PUNCT
easat-5840	204	24	youtube	youtube	NOUN
easat-5840	204	25	,	,	PUNCT
easat-5840	204	26	as	as	SCONJ
easat-5840	204	27	corroborated	corroborate	VERB
easat-5840	204	28	by	by	ADP
easat-5840	204	29	ciba	ciba	PROPN
easat-5840	205	1	[	[	X
easat-5840	205	2	5	5	NUM
easat-5840	205	3	]	]	PUNCT
easat-5840	205	4	who	who	PRON
easat-5840	205	5	noted	note	VERB
easat-5840	205	6	that	that	SCONJ
easat-5840	205	7	in	in	ADP
easat-5840	205	8	2024	2024	NUM
easat-5840	205	9	,	,	PUNCT
easat-5840	205	10	facebook	facebook	PROPN
easat-5840	205	11	was	be	AUX
easat-5840	205	12	the	the	DET
easat-5840	205	13	leading	lead	VERB
easat-5840	205	14	social	social	ADJ
easat-5840	205	15	media	medium	NOUN
easat-5840	205	16	platform	platform	NOUN
easat-5840	205	17	for	for	ADP
easat-5840	205	18	news	news	NOUN
easat-5840	205	19	in	in	ADP
easat-5840	205	20	thailand	thailand	PROPN
easat-5840	205	21	,	,	PUNCT
easat-5840	205	22	used	use	VERB
easat-5840	205	23	by	by	ADP
easat-5840	205	24	64	64	NUM
easat-5840	205	25	%	%	NOUN
easat-5840	205	26	of	of	ADP
easat-5840	205	27	respondents	respondent	NOUN
easat-5840	205	28	,	,	PUNCT
easat-5840	205	29	followed	follow	VERB
easat-5840	205	30	by	by	ADP
easat-5840	205	31	youtube	youtube	NOUN
easat-5840	205	32	and	and	CCONJ
easat-5840	205	33	line	line	NOUN
easat-5840	205	34	.	.	PUNCT
easat-5840	206	1	6.2	6.2	NUM
easat-5840	206	2	.	.	PUNCT
easat-5840	207	1	political	political	ADJ
easat-5840	207	2	information	information	NOUN
easat-5840	207	3	retention	retention	NOUN
easat-5840	207	4	the	the	DET
easat-5840	207	5	research	research	NOUN
easat-5840	207	6	also	also	ADV
easat-5840	207	7	revealed	reveal	VERB
easat-5840	207	8	that	that	SCONJ
easat-5840	207	9	novice	novice	NOUN
easat-5840	207	10	voters	voter	NOUN
easat-5840	207	11	have	have	AUX
easat-5840	207	12	limited	limit	VERB
easat-5840	207	13	political	political	ADJ
easat-5840	207	14	knowledge	knowledge	NOUN
easat-5840	207	15	and	and	CCONJ
easat-5840	207	16	skills	skill	NOUN
easat-5840	207	17	,	,	PUNCT
easat-5840	207	18	with	with	ADP
easat-5840	207	19	emotions	emotion	NOUN
easat-5840	207	20	playing	play	VERB
easat-5840	207	21	a	a	DET
easat-5840	207	22	significant	significant	ADJ
easat-5840	207	23	role	role	NOUN
easat-5840	207	24	in	in	ADP
easat-5840	207	25	their	their	PRON
easat-5840	207	26	political	political	ADJ
easat-5840	207	27	decision	decision	NOUN
easat-5840	207	28	-	-	PUNCT
easat-5840	207	29	making	making	NOUN
easat-5840	207	30	:	:	PUNCT
easat-5840	207	31	1	1	X
easat-5840	207	32	)	)	PUNCT
easat-5840	207	33	the	the	DET
easat-5840	207	34	ideology	ideology	NOUN
easat-5840	207	35	is	be	AUX
easat-5840	207	36	the	the	DET
easat-5840	207	37	first	first	ADJ
easat-5840	207	38	recognition	recognition	NOUN
easat-5840	207	39	,	,	PUNCT
easat-5840	207	40	however	however	ADV
easat-5840	207	41	most	most	ADJ
easat-5840	207	42	of	of	ADP
easat-5840	207	43	novice	novice	NOUN
easat-5840	207	44	voters	voter	NOUN
easat-5840	207	45	lacked	lack	VERB
easat-5840	207	46	political	political	ADJ
easat-5840	207	47	knowledge	knowledge	NOUN
easat-5840	207	48	,	,	PUNCT
easat-5840	207	49	could	could	AUX
easat-5840	207	50	not	not	PART
easat-5840	207	51	explain	explain	VERB
easat-5840	207	52	,	,	PUNCT
easat-5840	207	53	and	and	CCONJ
easat-5840	207	54	did	do	AUX
easat-5840	207	55	not	not	PART
easat-5840	207	56	understand	understand	VERB
easat-5840	207	57	the	the	DET
easat-5840	207	58	meaning	meaning	NOUN
easat-5840	207	59	of	of	ADP
easat-5840	207	60	ideology	ideology	NOUN
easat-5840	207	61	and	and	CCONJ
easat-5840	207	62	policy	policy	NOUN
easat-5840	207	63	.	.	PUNCT
easat-5840	208	1	they	they	PRON
easat-5840	208	2	mistakenly	mistakenly	ADV
easat-5840	208	3	believed	believe	VERB
easat-5840	208	4	they	they	PRON
easat-5840	208	5	were	be	AUX
easat-5840	208	6	ideological	ideological	ADJ
easat-5840	208	7	voters	voter	NOUN
easat-5840	208	8	.	.	PUNCT
easat-5840	209	1	2	2	X
easat-5840	209	2	)	)	PUNCT
easat-5840	209	3	the	the	DET
easat-5840	209	4	desire	desire	NOUN
easat-5840	209	5	to	to	PART
easat-5840	209	6	see	see	VERB
easat-5840	209	7	good	good	ADJ
easat-5840	209	8	ideologies	ideology	NOUN
easat-5840	209	9	and	and	CCONJ
easat-5840	209	10	policies	policy	NOUN
easat-5840	209	11	realized	realize	VERB
easat-5840	209	12	:	:	PUNCT
easat-5840	209	13	the	the	DET
easat-5840	209	14	data	datum	NOUN
easat-5840	209	15	received	receive	VERB
easat-5840	209	16	from	from	ADP
easat-5840	209	17	novice	novice	NOUN
easat-5840	209	18	voters	voter	NOUN
easat-5840	209	19	clearly	clearly	ADV
easat-5840	209	20	reflect	reflect	VERB
easat-5840	209	21	that	that	SCONJ
easat-5840	209	22	most	most	ADJ
easat-5840	209	23	lack	lack	VERB
easat-5840	209	24	knowledge	knowledge	NOUN
easat-5840	209	25	and	and	CCONJ
easat-5840	209	26	can	can	AUX
easat-5840	209	27	not	not	PART
easat-5840	209	28	define	define	VERB
easat-5840	209	29	or	or	CCONJ
easat-5840	209	30	explain	explain	VERB
easat-5840	209	31	the	the	DET
easat-5840	209	32	party	party	NOUN
easat-5840	209	33	's	's	PART
easat-5840	209	34	ideology	ideology	NOUN
easat-5840	209	35	.	.	PUNCT
easat-5840	210	1	only	only	ADV
easat-5840	210	2	a	a	DET
easat-5840	210	3	minority	minority	NOUN
easat-5840	210	4	could	could	AUX
easat-5840	210	5	correctly	correctly	ADV
easat-5840	210	6	identify	identify	VERB
easat-5840	210	7	the	the	DET
easat-5840	210	8	core	core	NOUN
easat-5840	210	9	aspects	aspect	NOUN
easat-5840	210	10	of	of	ADP
easat-5840	210	11	the	the	DET
easat-5840	210	12	ideology	ideology	NOUN
easat-5840	210	13	and	and	CCONJ
easat-5840	210	14	policies	policy	NOUN
easat-5840	210	15	.	.	PUNCT
easat-5840	211	1	furthermore	furthermore	ADV
easat-5840	211	2	,	,	PUNCT
easat-5840	211	3	the	the	DET
easat-5840	211	4	ideologies	ideology	NOUN
easat-5840	211	5	they	they	PRON
easat-5840	211	6	mostly	mostly	ADV
easat-5840	211	7	articulated	articulate	VERB
easat-5840	211	8	were	be	AUX
easat-5840	211	9	related	relate	VERB
easat-5840	211	10	to	to	ADP
easat-5840	211	11	power	power	NOUN
easat-5840	211	12	struggles	struggle	NOUN
easat-5840	211	13	,	,	PUNCT
easat-5840	211	14	efforts	effort	NOUN
easat-5840	211	15	to	to	PART
easat-5840	211	16	repeal	repeal	VERB
easat-5840	211	17	national	national	ADJ
easat-5840	211	18	security	security	NOUN
easat-5840	211	19	laws	law	NOUN
easat-5840	211	20	[	[	X
easat-5840	211	21	10	10	NUM
easat-5840	211	22	]	]	PUNCT
easat-5840	211	23	and	and	CCONJ
easat-5840	211	24	attempts	attempt	VERB
easat-5840	211	25	to	to	PART
easat-5840	211	26	reform	reform	VERB
easat-5840	211	27	the	the	DET
easat-5840	211	28	monarchy	monarchy	NOUN
easat-5840	211	29	.	.	PUNCT
easat-5840	212	1	however	however	ADV
easat-5840	212	2	,	,	PUNCT
easat-5840	212	3	novice	novice	NOUN
easat-5840	212	4	voters	voter	NOUN
easat-5840	212	5	mostly	mostly	ADV
easat-5840	212	6	remembered	remember	VERB
easat-5840	212	7	minimal	minimal	ADJ
easat-5840	212	8	information	information	NOUN
easat-5840	212	9	related	relate	VERB
easat-5840	212	10	to	to	ADP
easat-5840	212	11	national	national	ADJ
easat-5840	212	12	development	development	NOUN
easat-5840	212	13	and	and	CCONJ
easat-5840	212	14	quality	quality	NOUN
easat-5840	212	15	of	of	ADP
easat-5840	212	16	life	life	NOUN
easat-5840	212	17	improvement	improvement	NOUN
easat-5840	212	18	3	3	NUM
easat-5840	212	19	)	)	PUNCT
easat-5840	212	20	preference	preference	NOUN
easat-5840	212	21	for	for	ADP
easat-5840	212	22	the	the	DET
easat-5840	212	23	party	party	NOUN
easat-5840	212	24	's	's	PART
easat-5840	212	25	image	image	NOUN
easat-5840	212	26	,	,	PUNCT
easat-5840	212	27	symbols	symbol	NOUN
easat-5840	212	28	,	,	PUNCT
easat-5840	212	29	logo	logo	NOUN
easat-5840	212	30	,	,	PUNCT
easat-5840	212	31	colors	color	NOUN
easat-5840	212	32	,	,	PUNCT
easat-5840	212	33	fonts	font	NOUN
easat-5840	212	34	,	,	PUNCT
easat-5840	212	35	and	and	CCONJ
easat-5840	212	36	slogans	slogan	NOUN
easat-5840	212	37	,	,	PUNCT
easat-5840	212	38	the	the	DET
easat-5840	212	39	types	type	NOUN
easat-5840	212	40	of	of	ADP
easat-5840	212	41	leadership	leadership	NOUN
easat-5840	212	42	language	language	NOUN
easat-5840	212	43	as	as	SCONJ
easat-5840	212	44	advocated	advocate	VERB
easat-5840	212	45	by	by	ADP
easat-5840	212	46	irfan	irfan	PROPN
easat-5840	212	47	and	and	CCONJ
easat-5840	212	48	krishnasamy	krishnasamy	ADJ
easat-5840	212	49	[	[	X
easat-5840	212	50	12	12	NUM
easat-5840	212	51	]	]	SYM
easat-5840	212	52	4	4	NUM
easat-5840	212	53	)	)	PUNCT
easat-5840	212	54	personal	personal	ADJ
easat-5840	212	55	preference	preference	NOUN
easat-5840	212	56	and	and	CCONJ
easat-5840	212	57	alignment	alignment	NOUN
easat-5840	212	58	with	with	ADP
easat-5840	212	59	the	the	DET
easat-5840	212	60	party	party	NOUN
easat-5840	212	61	.	.	PUNCT
easat-5840	213	1	5	5	X
easat-5840	213	2	)	)	PUNCT
easat-5840	213	3	trust	trust	NOUN
easat-5840	213	4	in	in	ADP
easat-5840	213	5	endorsements	endorsement	NOUN
easat-5840	213	6	by	by	ADP
easat-5840	213	7	credible	credible	ADJ
easat-5840	213	8	individuals	individual	NOUN
easat-5840	213	9	:	:	PUNCT
easat-5840	213	10	this	this	DET
easat-5840	213	11	trust	trust	NOUN
easat-5840	213	12	often	often	ADV
easat-5840	213	13	stems	stem	VERB
easat-5840	213	14	from	from	ADP
easat-5840	213	15	media	medium	NOUN
easat-5840	213	16	personalities	personality	NOUN
easat-5840	213	17	or	or	CCONJ
easat-5840	213	18	celebrities	celebrity	NOUN
easat-5840	213	19	affiliated	affiliate	VERB
easat-5840	213	20	with	with	ADP
easat-5840	213	21	the	the	DET
easat-5840	213	22	party	party	NOUN
easat-5840	213	23	,	,	PUNCT
easat-5840	213	24	many	many	ADJ
easat-5840	213	25	of	of	ADP
easat-5840	213	26	whom	whom	PRON
easat-5840	213	27	are	be	AUX
easat-5840	213	28	connected	connect	VERB
easat-5840	213	29	to	to	ADP
easat-5840	213	30	the	the	DET
easat-5840	213	31	party	party	NOUN
easat-5840	213	32	leadership	leadership	NOUN
easat-5840	213	33	's	's	PART
easat-5840	213	34	relatives	relative	NOUN
easat-5840	213	35	.	.	PUNCT
easat-5840	214	1	hence	hence	ADV
easat-5840	214	2	,	,	PUNCT
easat-5840	214	3	most	most	ADJ
easat-5840	214	4	of	of	ADP
easat-5840	214	5	the	the	DET
easat-5840	214	6	information	information	NOUN
easat-5840	214	7	from	from	ADP
easat-5840	214	8	these	these	DET
easat-5840	214	9	figures	figure	NOUN
easat-5840	214	10	is	be	AUX
easat-5840	214	11	party	party	NOUN
easat-5840	214	12	propaganda	propaganda	NOUN
easat-5840	214	13	.	.	PUNCT
easat-5840	215	1	6	6	NUM
easat-5840	215	2	)	)	PUNCT
easat-5840	215	3	trust	trust	NOUN
easat-5840	215	4	in	in	ADP
easat-5840	215	5	poll	poll	NOUN
easat-5840	215	6	results	result	NOUN
easat-5840	215	7	:	:	PUNCT
easat-5840	215	8	polls	poll	NOUN
easat-5840	215	9	had	have	VERB
easat-5840	215	10	a	a	DET
easat-5840	215	11	moderate	moderate	ADJ
easat-5840	215	12	impact	impact	NOUN
easat-5840	215	13	on	on	ADP
easat-5840	215	14	political	political	ADJ
easat-5840	215	15	decision	decision	NOUN
easat-5840	215	16	-	-	PUNCT
easat-5840	215	17	making	making	NOUN
easat-5840	215	18	,	,	PUNCT
easat-5840	215	19	with	with	ADP
easat-5840	215	20	nida	nida	PROPN
easat-5840	215	21	poll	poll	PROPN
easat-5840	215	22	being	be	AUX
easat-5840	215	23	the	the	DET
easat-5840	215	24	most	most	ADV
easat-5840	215	25	recognized	recognize	VERB
easat-5840	215	26	and	and	CCONJ
easat-5840	215	27	followed	follow	VERB
easat-5840	215	28	by	by	ADP
easat-5840	215	29	novice	novice	NOUN
easat-5840	215	30	voters	voter	NOUN
easat-5840	215	31	.	.	PUNCT
easat-5840	216	1	the	the	DET
easat-5840	216	2	findings	finding	NOUN
easat-5840	216	3	not	not	PART
easat-5840	216	4	only	only	ADV
easat-5840	216	5	explain	explain	VERB
easat-5840	216	6	the	the	DET
easat-5840	216	7	factors	factor	NOUN
easat-5840	216	8	influencing	influence	VERB
easat-5840	216	9	political	political	ADJ
easat-5840	216	10	decision	decision	NOUN
easat-5840	216	11	-	-	PUNCT
easat-5840	216	12	making	making	NOUN
easat-5840	216	13	but	but	CCONJ
easat-5840	216	14	also	also	ADV
easat-5840	216	15	highlight	highlight	VERB
easat-5840	216	16	that	that	SCONJ
easat-5840	216	17	a	a	DET
easat-5840	216	18	significant	significant	ADJ
easat-5840	216	19	portion	portion	NOUN
easat-5840	216	20	of	of	ADP
easat-5840	216	21	novice	novice	NOUN
easat-5840	216	22	voters	voter	NOUN
easat-5840	216	23	(	(	PUNCT
easat-5840	216	24	34.15	34.15	NUM
easat-5840	216	25	%	%	NOUN
easat-5840	216	26	)	)	PUNCT
easat-5840	216	27	were	be	AUX
easat-5840	216	28	unsure	unsure	ADJ
easat-5840	216	29	,	,	PUNCT
easat-5840	216	30	lacked	lack	VERB
easat-5840	216	31	knowledge	knowledge	NOUN
easat-5840	216	32	,	,	PUNCT
easat-5840	216	33	or	or	CCONJ
easat-5840	216	34	did	do	AUX
easat-5840	216	35	not	not	PART
easat-5840	216	36	follow	follow	VERB
easat-5840	216	37	political	political	ADJ
easat-5840	216	38	polls	poll	NOUN
easat-5840	216	39	.	.	PUNCT
easat-5840	217	1	additionally	additionally	ADV
easat-5840	217	2	,	,	PUNCT
easat-5840	217	3	21.95	21.95	NUM
easat-5840	217	4	%	%	NOUN
easat-5840	217	5	did	do	AUX
easat-5840	217	6	not	not	PART
easat-5840	217	7	answer	answer	VERB
easat-5840	217	8	the	the	DET
easat-5840	217	9	question	question	NOUN
easat-5840	217	10	,	,	PUNCT
easat-5840	217	11	while	while	SCONJ
easat-5840	217	12	4.88	4.88	NUM
easat-5840	217	13	%	%	NOUN
easat-5840	217	14	mistakenly	mistakenly	ADV
easat-5840	217	15	identified	identify	VERB
easat-5840	217	16	the	the	DET
easat-5840	217	17	election	election	NOUN
easat-5840	217	18	commission	commission	NOUN
easat-5840	217	19	of	of	ADP
easat-5840	217	20	thailand	thailand	PROPN
easat-5840	217	21	(	(	PUNCT
easat-5840	217	22	ect	ect	X
easat-5840	217	23	)	)	PUNCT
easat-5840	217	24	as	as	ADP
easat-5840	217	25	a	a	DET
easat-5840	217	26	polling	polling	NOUN
easat-5840	217	27	organization	organization	NOUN
easat-5840	217	28	,	,	PUNCT
easat-5840	217	29	indicating	indicate	VERB
easat-5840	217	30	a	a	DET
easat-5840	217	31	general	general	ADJ
easat-5840	217	32	lack	lack	NOUN
easat-5840	217	33	of	of	ADP
easat-5840	217	34	political	political	ADJ
easat-5840	217	35	knowledge	knowledge	NOUN
easat-5840	217	36	.	.	PUNCT
easat-5840	218	1	the	the	DET
easat-5840	218	2	overall	overall	ADJ
easat-5840	218	3	data	datum	NOUN
easat-5840	218	4	,	,	PUNCT
easat-5840	218	5	the	the	DET
easat-5840	218	6	average	average	ADJ
easat-5840	218	7	(	(	PUNCT
easat-5840	218	8	x	x	NOUN
easat-5840	218	9	)	)	PUNCT
easat-5840	218	10	of	of	ADP
easat-5840	218	11	political	political	ADJ
easat-5840	218	12	party	party	NOUN
easat-5840	218	13	recognition	recognition	NOUN
easat-5840	218	14	and	and	CCONJ
easat-5840	218	15	retention	retention	NOUN
easat-5840	218	16	was	be	AUX
easat-5840	218	17	moderate	moderate	ADJ
easat-5840	218	18	,	,	PUNCT
easat-5840	218	19	leaning	lean	VERB
easat-5840	218	20	towards	towards	ADP
easat-5840	218	21	high	high	ADJ
easat-5840	218	22	,	,	PUNCT
easat-5840	218	23	at	at	ADP
easat-5840	218	24	3.37	3.37	NUM
easat-5840	218	25	.	.	PUNCT
easat-5840	219	1	however	however	ADV
easat-5840	219	2	,	,	PUNCT
easat-5840	219	3	specific	specific	ADJ
easat-5840	219	4	factors	factor	NOUN
easat-5840	219	5	showed	show	VERB
easat-5840	219	6	high	high	ADJ
easat-5840	219	7	averages	average	NOUN
easat-5840	219	8	and	and	CCONJ
easat-5840	219	9	significantly	significantly	ADV
easat-5840	219	10	influenced	influence	VERB
easat-5840	219	11	political	political	ADJ
easat-5840	219	12	decision	decision	NOUN
easat-5840	219	13	-	-	PUNCT
easat-5840	219	14	making	making	NOUN
easat-5840	219	15	,	,	PUNCT
easat-5840	219	16	ranked	rank	VERB
easat-5840	219	17	as	as	SCONJ
easat-5840	219	18	follows	follow	VERB
easat-5840	219	19	:	:	PUNCT
easat-5840	219	20	1	1	X
easat-5840	219	21	.	.	X
easat-5840	219	22	semiotic	semiotic	ADJ
easat-5840	219	23	:	:	PUNCT
easat-5840	219	24	symbols	symbol	NOUN
easat-5840	219	25	,	,	PUNCT
easat-5840	219	26	logos	logo	NOUN
easat-5840	219	27	,	,	PUNCT
easat-5840	219	28	colors	color	NOUN
easat-5840	219	29	,	,	PUNCT
easat-5840	219	30	fonts	font	NOUN
easat-5840	219	31	,	,	PUNCT
easat-5840	219	32	and	and	CCONJ
easat-5840	219	33	slogans	slogan	NOUN
easat-5840	219	34	were	be	AUX
easat-5840	219	35	highly	highly	ADV
easat-5840	219	36	effective	effective	ADJ
easat-5840	219	37	in	in	ADP
easat-5840	219	38	aiding	aid	VERB
easat-5840	219	39	party	party	NOUN
easat-5840	219	40	recognition	recognition	NOUN
easat-5840	219	41	.	.	PUNCT
easat-5840	220	1	political	political	ADJ
easat-5840	220	2	party	party	NOUN
easat-5840	220	3	recognition	recognition	NOUN
easat-5840	220	4	and	and	CCONJ
easat-5840	220	5	retention	retention	NOUN
easat-5840	220	6	mean	mean	NOUN
easat-5840	220	7	(	(	PUNCT
easat-5840	220	8	�	�	NOUN
easat-5840	220	9	̅	̅	NOUN
easat-5840	220	10	�	�	PROPN
easat-5840	220	11	)	)	PUNCT
easat-5840	220	12	s.d	s.d	PROPN
easat-5840	220	13	.	.	PROPN
easat-5840	220	14	interpretation	interpretation	PROPN
easat-5840	220	15	persistence	persistence	NOUN
easat-5840	220	16	in	in	ADP
easat-5840	220	17	information	information	NOUN
easat-5840	220	18	retention	retention	NOUN
easat-5840	220	19	and	and	CCONJ
easat-5840	220	20	political	political	ADJ
easat-5840	220	21	decision	decision	NOUN
easat-5840	220	22	-	-	PUNCT
easat-5840	220	23	making	make	VERB
easat-5840	220	24	3.70	3.70	NUM
easat-5840	220	25	0.97	0.97	NUM
easat-5840	220	26	high	high	ADJ
easat-5840	220	27	if	if	SCONJ
easat-5840	220	28	the	the	DET
easat-5840	220	29	party	party	NOUN
easat-5840	220	30	's	's	PART
easat-5840	220	31	ideology	ideology	NOUN
easat-5840	220	32	,	,	PUNCT
easat-5840	220	33	policies	policy	NOUN
easat-5840	220	34	,	,	PUNCT
easat-5840	220	35	and	and	CCONJ
easat-5840	220	36	personnel	personnel	NOUN
easat-5840	220	37	remain	remain	VERB
easat-5840	220	38	the	the	DET
easat-5840	220	39	same	same	ADJ
easat-5840	220	40	,	,	PUNCT
easat-5840	220	41	there	there	PRON
easat-5840	220	42	is	be	VERB
easat-5840	220	43	a	a	DET
easat-5840	220	44	high	high	ADJ
easat-5840	220	45	likelihood	likelihood	NOUN
easat-5840	220	46	that	that	SCONJ
easat-5840	220	47	the	the	DET
easat-5840	220	48	next	next	ADJ
easat-5840	220	49	election	election	NOUN
easat-5840	220	50	will	will	AUX
easat-5840	220	51	yield	yield	VERB
easat-5840	220	52	the	the	DET
easat-5840	220	53	same	same	ADJ
easat-5840	220	54	decision	decision	NOUN
easat-5840	220	55	as	as	SCONJ
easat-5840	220	56	the	the	DET
easat-5840	220	57	previous	previous	ADJ
easat-5840	220	58	one	one	NUM
easat-5840	220	59	4.02	4.02	NUM
easat-5840	220	60	0.84	0.84	NUM
easat-5840	220	61	high	high	ADJ
easat-5840	220	62	overall	overall	ADJ
easat-5840	220	63	3.86	3.86	NUM
easat-5840	220	64	0.80	0.80	NUM
easat-5840	220	65	high	high	ADJ
easat-5840	220	66	2541	2541	NUM
easat-5840	220	67	edelweiss	edelweiss	PROPN
easat-5840	220	68	applied	apply	VERB
easat-5840	220	69	science	science	NOUN
easat-5840	220	70	and	and	CCONJ
easat-5840	220	71	technology	technology	NOUN
easat-5840	220	72	issn	issn	PROPN
easat-5840	220	73	:	:	PUNCT
easat-5840	220	74	2576	2576	NUM
easat-5840	220	75	-	-	SYM
easat-5840	220	76	8484	8484	NUM
easat-5840	220	77	vol	vol	NOUN
easat-5840	220	78	.	.	PROPN
easat-5840	221	1	9	9	NUM
easat-5840	221	2	,	,	PUNCT
easat-5840	221	3	no	no	INTJ
easat-5840	221	4	.	.	NOUN
easat-5840	222	1	3	3	NUM
easat-5840	222	2	:	:	PUNCT
easat-5840	222	3	2531	2531	NUM
easat-5840	222	4	-	-	SYM
easat-5840	222	5	2542	2542	NUM
easat-5840	222	6	,	,	PUNCT
easat-5840	222	7	2025	2025	NUM
easat-5840	222	8	doi	doi	NOUN
easat-5840	222	9	:	:	PUNCT
easat-5840	222	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	222	11	©	©	PROPN
easat-5840	222	12	2025	2025	NUM
easat-5840	222	13	by	by	ADP
easat-5840	222	14	the	the	DET
easat-5840	222	15	authors	author	NOUN
easat-5840	222	16	;	;	PUNCT
easat-5840	222	17	licensee	licensee	PROPN
easat-5840	222	18	learning	learning	NOUN
easat-5840	222	19	gate	gate	NOUN
easat-5840	222	20	2	2	NUM
easat-5840	222	21	.	.	PUNCT
easat-5840	223	1	atmosphere	atmosphere	NOUN
easat-5840	223	2	,	,	PUNCT
easat-5840	223	3	number	number	NOUN
easat-5840	223	4	of	of	ADP
easat-5840	223	5	participants	participant	NOUN
easat-5840	223	6	,	,	PUNCT
easat-5840	223	7	lighting	lighting	NOUN
easat-5840	223	8	,	,	PUNCT
easat-5840	223	9	sound	sound	NOUN
easat-5840	223	10	,	,	PUNCT
easat-5840	223	11	and	and	CCONJ
easat-5840	223	12	stage	stage	NOUN
easat-5840	223	13	design	design	NOUN
easat-5840	223	14	at	at	ADP
easat-5840	223	15	party	party	NOUN
easat-5840	223	16	events	event	NOUN
easat-5840	223	17	,	,	PUNCT
easat-5840	223	18	both	both	CCONJ
easat-5840	223	19	online	online	ADJ
easat-5840	223	20	and	and	CCONJ
easat-5840	223	21	offline	offline	ADJ
easat-5840	223	22	,	,	PUNCT
easat-5840	223	23	were	be	AUX
easat-5840	223	24	highly	highly	ADV
easat-5840	223	25	effective	effective	ADJ
easat-5840	223	26	in	in	ADP
easat-5840	223	27	aiding	aid	VERB
easat-5840	223	28	party	party	NOUN
easat-5840	223	29	recognition	recognition	NOUN
easat-5840	223	30	and	and	CCONJ
easat-5840	223	31	decision	decision	NOUN
easat-5840	223	32	-	-	PUNCT
easat-5840	223	33	making	making	NOUN
easat-5840	223	34	.	.	PUNCT
easat-5840	224	1	3	3	X
easat-5840	224	2	.	.	X
easat-5840	224	3	poll	poll	NOUN
easat-5840	224	4	results	result	NOUN
easat-5840	224	5	showing	show	VERB
easat-5840	224	6	high	high	ADJ
easat-5840	224	7	popularity	popularity	NOUN
easat-5840	224	8	of	of	ADP
easat-5840	224	9	a	a	DET
easat-5840	224	10	political	political	ADJ
easat-5840	224	11	party	party	NOUN
easat-5840	224	12	increased	increase	VERB
easat-5840	224	13	confidence	confidence	NOUN
easat-5840	224	14	in	in	ADP
easat-5840	224	15	that	that	DET
easat-5840	224	16	party	party	NOUN
easat-5840	224	17	,	,	PUNCT
easat-5840	224	18	at	at	ADP
easat-5840	224	19	a	a	DET
easat-5840	224	20	moderate	moderate	ADJ
easat-5840	224	21	level	level	NOUN
easat-5840	224	22	leaning	lean	VERB
easat-5840	224	23	towards	towards	ADP
easat-5840	224	24	high	high	ADJ
easat-5840	224	25	.	.	PUNCT
easat-5840	225	1	4	4	X
easat-5840	225	2	.	.	X
easat-5840	225	3	recognition	recognition	NOUN
easat-5840	225	4	and	and	CCONJ
easat-5840	225	5	retention	retention	NOUN
easat-5840	225	6	of	of	ADP
easat-5840	225	7	political	political	ADJ
easat-5840	225	8	party	party	NOUN
easat-5840	225	9	information	information	NOUN
easat-5840	225	10	,	,	PUNCT
easat-5840	225	11	including	include	VERB
easat-5840	225	12	leaders	leader	NOUN
easat-5840	225	13	,	,	PUNCT
easat-5840	225	14	candidates	candidate	NOUN
easat-5840	225	15	,	,	PUNCT
easat-5840	225	16	and	and	CCONJ
easat-5840	225	17	visions	vision	NOUN
easat-5840	225	18	,	,	PUNCT
easat-5840	225	19	were	be	AUX
easat-5840	225	20	at	at	ADP
easat-5840	225	21	a	a	DET
easat-5840	225	22	moderate	moderate	ADJ
easat-5840	225	23	level	level	NOUN
easat-5840	225	24	.	.	PUNCT
easat-5840	226	1	5	5	X
easat-5840	226	2	.	.	X
easat-5840	226	3	feelings	feeling	NOUN
easat-5840	226	4	of	of	ADP
easat-5840	226	5	attachment	attachment	NOUN
easat-5840	226	6	to	to	ADP
easat-5840	226	7	the	the	DET
easat-5840	226	8	chosen	choose	VERB
easat-5840	226	9	political	political	ADJ
easat-5840	226	10	party	party	NOUN
easat-5840	226	11	were	be	AUX
easat-5840	226	12	at	at	ADP
easat-5840	226	13	a	a	DET
easat-5840	226	14	moderate	moderate	ADJ
easat-5840	226	15	level	level	NOUN
easat-5840	226	16	.	.	PUNCT
easat-5840	227	1	6	6	X
easat-5840	227	2	.	.	X
easat-5840	227	3	endorsements	endorsement	NOUN
easat-5840	227	4	by	by	ADP
easat-5840	227	5	celebrities	celebrity	NOUN
easat-5840	227	6	and	and	CCONJ
easat-5840	227	7	influencers	influencer	NOUN
easat-5840	227	8	who	who	PRON
easat-5840	227	9	support	support	VERB
easat-5840	227	10	the	the	DET
easat-5840	227	11	same	same	ADJ
easat-5840	227	12	political	political	ADJ
easat-5840	227	13	party	party	NOUN
easat-5840	227	14	increased	increase	VERB
easat-5840	227	15	confidence	confidence	NOUN
easat-5840	227	16	in	in	ADP
easat-5840	227	17	that	that	DET
easat-5840	227	18	party	party	NOUN
easat-5840	227	19	at	at	ADP
easat-5840	227	20	a	a	DET
easat-5840	227	21	moderate	moderate	ADJ
easat-5840	227	22	level	level	NOUN
easat-5840	227	23	.	.	PUNCT
easat-5840	228	1	thai	thai	ADJ
easat-5840	228	2	novice	novice	NOUN
easat-5840	228	3	voters	voter	NOUN
easat-5840	228	4	lack	lack	VERB
easat-5840	228	5	political	political	ADJ
easat-5840	228	6	knowledge	knowledge	NOUN
easat-5840	228	7	and	and	CCONJ
easat-5840	228	8	experience	experience	NOUN
easat-5840	228	9	but	but	CCONJ
easat-5840	228	10	believe	believe	VERB
easat-5840	228	11	themselves	themselves	PRON
easat-5840	228	12	to	to	PART
easat-5840	228	13	be	be	AUX
easat-5840	228	14	ideologically	ideologically	ADV
easat-5840	228	15	driven	drive	VERB
easat-5840	228	16	.	.	PUNCT
easat-5840	229	1	they	they	PRON
easat-5840	229	2	tend	tend	VERB
easat-5840	229	3	to	to	PART
easat-5840	229	4	rely	rely	VERB
easat-5840	229	5	on	on	ADP
easat-5840	229	6	emotions	emotion	NOUN
easat-5840	229	7	over	over	ADP
easat-5840	229	8	reason	reason	NOUN
easat-5840	229	9	,	,	PUNCT
easat-5840	229	10	focusing	focus	VERB
easat-5840	229	11	on	on	ADP
easat-5840	229	12	and	and	CCONJ
easat-5840	229	13	remembering	remember	VERB
easat-5840	229	14	the	the	DET
easat-5840	229	15	image	image	NOUN
easat-5840	229	16	of	of	ADP
easat-5840	229	17	political	political	ADJ
easat-5840	229	18	parties	party	NOUN
easat-5840	229	19	,	,	PUNCT
easat-5840	229	20	politicians	politician	NOUN
easat-5840	229	21	,	,	PUNCT
easat-5840	229	22	and	and	CCONJ
easat-5840	229	23	the	the	DET
easat-5840	229	24	atmosphere	atmosphere	NOUN
easat-5840	229	25	,	,	PUNCT
easat-5840	229	26	activities	activity	NOUN
easat-5840	229	27	,	,	PUNCT
easat-5840	229	28	and	and	CCONJ
easat-5840	229	29	symbols	symbol	NOUN
easat-5840	229	30	they	they	PRON
easat-5840	229	31	favor	favor	VERB
easat-5840	229	32	.	.	PUNCT
easat-5840	230	1	celebrities	celebrity	NOUN
easat-5840	230	2	,	,	PUNCT
easat-5840	230	3	influencers	influencer	NOUN
easat-5840	230	4	,	,	PUNCT
easat-5840	230	5	and	and	CCONJ
easat-5840	230	6	poll	poll	NOUN
easat-5840	230	7	results	result	NOUN
easat-5840	230	8	also	also	ADV
easat-5840	230	9	significantly	significantly	ADV
easat-5840	230	10	influence	influence	VERB
easat-5840	230	11	their	their	PRON
easat-5840	230	12	recall	recall	NOUN
easat-5840	230	13	and	and	CCONJ
easat-5840	230	14	decision	decision	NOUN
easat-5840	230	15	-	-	PUNCT
easat-5840	230	16	making	make	VERB
easat-5840	230	17	processes	process	NOUN
easat-5840	230	18	.	.	PUNCT
easat-5840	231	1	this	this	PRON
easat-5840	231	2	aligns	align	VERB
easat-5840	231	3	with	with	ADP
easat-5840	231	4	the	the	DET
easat-5840	231	5	findings	finding	NOUN
easat-5840	231	6	of	of	ADP
easat-5840	231	7	the	the	DET
easat-5840	231	8	study	study	NOUN
easat-5840	231	9	"	"	PUNCT
easat-5840	231	10	advantages	advantage	NOUN
easat-5840	231	11	and	and	CCONJ
easat-5840	231	12	disadvantages	disadvantage	NOUN
easat-5840	231	13	of	of	ADP
easat-5840	231	14	cognitive	cognitive	ADJ
easat-5840	231	15	heuristics	heuristic	NOUN
easat-5840	231	16	in	in	ADP
easat-5840	231	17	political	political	ADJ
easat-5840	231	18	decision	decision	NOUN
easat-5840	231	19	making	make	VERB
easat-5840	231	20	"	"	PUNCT
easat-5840	231	21	by	by	ADP
easat-5840	231	22	lau	lau	PROPN
easat-5840	231	23	and	and	CCONJ
easat-5840	231	24	redlawsk	redlawsk	VERB
easat-5840	231	25	[	[	X
easat-5840	231	26	8	8	NUM
easat-5840	231	27	]	]	PUNCT
easat-5840	231	28	.	.	PUNCT
easat-5840	232	1	6.3	6.3	NUM
easat-5840	232	2	.	.	PUNCT
easat-5840	232	3	decision	decision	NOUN
easat-5840	232	4	-	-	PUNCT
easat-5840	232	5	making	make	VERB
easat-5840	232	6	novice	novice	NOUN
easat-5840	232	7	voters	voter	NOUN
easat-5840	232	8	employ	employ	VERB
easat-5840	232	9	five	five	NUM
easat-5840	232	10	cognitive	cognitive	ADJ
easat-5840	232	11	heuristic	heuristic	ADJ
easat-5840	232	12	variables	variable	NOUN
easat-5840	232	13	in	in	ADP
easat-5840	232	14	their	their	PRON
easat-5840	232	15	political	political	ADJ
easat-5840	232	16	decision	decision	NOUN
easat-5840	232	17	-	-	PUNCT
easat-5840	232	18	making	making	NOUN
easat-5840	232	19	,	,	PUNCT
easat-5840	232	20	with	with	ADP
easat-5840	232	21	research	research	NOUN
easat-5840	232	22	confirming	confirm	VERB
easat-5840	232	23	that	that	SCONJ
easat-5840	232	24	these	these	DET
easat-5840	232	25	variables	variable	NOUN
easat-5840	232	26	are	be	AUX
easat-5840	232	27	key	key	ADJ
easat-5840	232	28	factors	factor	NOUN
easat-5840	232	29	remembered	remember	VERB
easat-5840	232	30	and	and	CCONJ
easat-5840	232	31	used	use	VERB
easat-5840	232	32	by	by	ADP
easat-5840	232	33	novice	novice	NOUN
easat-5840	232	34	voters	voter	NOUN
easat-5840	232	35	in	in	ADP
easat-5840	232	36	thailand	thailand	PROPN
easat-5840	232	37	during	during	ADP
easat-5840	232	38	elections	election	NOUN
easat-5840	232	39	.	.	PUNCT
easat-5840	233	1	it	it	PRON
easat-5840	233	2	is	be	AUX
easat-5840	233	3	noteworthy	noteworthy	ADJ
easat-5840	233	4	that	that	SCONJ
easat-5840	233	5	these	these	DET
easat-5840	233	6	variables	variable	NOUN
easat-5840	233	7	are	be	AUX
easat-5840	233	8	associated	associate	VERB
easat-5840	233	9	with	with	ADP
easat-5840	233	10	"	"	PUNCT
easat-5840	233	11	emotions	emotion	NOUN
easat-5840	233	12	,	,	PUNCT
easat-5840	233	13	preferences	preference	NOUN
easat-5840	233	14	,	,	PUNCT
easat-5840	233	15	beliefs	belief	NOUN
easat-5840	233	16	,	,	PUNCT
easat-5840	233	17	and	and	CCONJ
easat-5840	233	18	desires	desire	NOUN
easat-5840	233	19	,	,	PUNCT
easat-5840	233	20	"	"	PUNCT
easat-5840	233	21	with	with	ADP
easat-5840	233	22	limited	limited	ADJ
easat-5840	233	23	use	use	NOUN
easat-5840	233	24	of	of	ADP
easat-5840	233	25	intellect	intellect	NOUN
easat-5840	233	26	and	and	CCONJ
easat-5840	233	27	reason	reason	NOUN
easat-5840	233	28	in	in	ADP
easat-5840	233	29	the	the	DET
easat-5840	233	30	decision	decision	NOUN
easat-5840	233	31	-	-	PUNCT
easat-5840	233	32	making	make	VERB
easat-5840	233	33	process	process	NOUN
easat-5840	233	34	.	.	PUNCT
easat-5840	234	1	when	when	SCONJ
easat-5840	234	2	novice	novice	NOUN
easat-5840	234	3	voters	voter	NOUN
easat-5840	234	4	possess	possess	VERB
easat-5840	234	5	limited	limited	ADJ
easat-5840	234	6	political	political	ADJ
easat-5840	234	7	knowledge	knowledge	NOUN
easat-5840	234	8	,	,	PUNCT
easat-5840	234	9	attitudes	attitude	NOUN
easat-5840	234	10	,	,	PUNCT
easat-5840	234	11	and	and	CCONJ
easat-5840	234	12	skills	skill	NOUN
easat-5840	234	13	,	,	PUNCT
easat-5840	234	14	it	it	PRON
easat-5840	234	15	places	place	VERB
easat-5840	234	16	the	the	DET
easat-5840	234	17	governance	governance	NOUN
easat-5840	234	18	and	and	CCONJ
easat-5840	234	19	administration	administration	NOUN
easat-5840	234	20	of	of	ADP
easat-5840	234	21	the	the	DET
easat-5840	234	22	country	country	NOUN
easat-5840	234	23	at	at	ADP
easat-5840	234	24	significant	significant	ADJ
easat-5840	234	25	risk	risk	NOUN
easat-5840	234	26	.	.	PUNCT
easat-5840	235	1	this	this	PRON
easat-5840	235	2	aligns	align	VERB
easat-5840	235	3	with	with	ADP
easat-5840	235	4	the	the	DET
easat-5840	235	5	findings	finding	NOUN
easat-5840	235	6	of	of	ADP
easat-5840	235	7	the	the	DET
easat-5840	235	8	study	study	NOUN
easat-5840	235	9	"	"	PUNCT
easat-5840	235	10	advantages	advantage	NOUN
easat-5840	235	11	and	and	CCONJ
easat-5840	235	12	disadvantages	disadvantage	NOUN
easat-5840	235	13	of	of	ADP
easat-5840	235	14	cognitive	cognitive	ADJ
easat-5840	235	15	heuristics	heuristic	NOUN
easat-5840	235	16	in	in	ADP
easat-5840	235	17	political	political	ADJ
easat-5840	235	18	decision	decision	NOUN
easat-5840	235	19	making	make	VERB
easat-5840	235	20	"	"	PUNCT
easat-5840	235	21	[	[	X
easat-5840	235	22	8	8	NUM
easat-5840	235	23	]	]	PUNCT
easat-5840	235	24	which	which	PRON
easat-5840	235	25	states	state	VERB
easat-5840	235	26	that	that	SCONJ
easat-5840	235	27	novice	novice	NOUN
easat-5840	235	28	voters	voter	NOUN
easat-5840	235	29	who	who	PRON
easat-5840	235	30	lack	lack	VERB
easat-5840	235	31	political	political	ADJ
easat-5840	235	32	knowledge	knowledge	NOUN
easat-5840	235	33	and	and	CCONJ
easat-5840	235	34	experience	experience	NOUN
easat-5840	235	35	are	be	AUX
easat-5840	235	36	prone	prone	ADJ
easat-5840	235	37	to	to	PART
easat-5840	235	38	make	make	VERB
easat-5840	235	39	erroneous	erroneous	ADJ
easat-5840	235	40	political	political	ADJ
easat-5840	235	41	decisions	decision	NOUN
easat-5840	235	42	due	due	ADP
easat-5840	235	43	to	to	ADP
easat-5840	235	44	their	their	PRON
easat-5840	235	45	inexperience	inexperience	NOUN
easat-5840	235	46	and	and	CCONJ
easat-5840	235	47	biases	bias	NOUN
easat-5840	235	48	,	,	PUNCT
easat-5840	235	49	which	which	PRON
easat-5840	235	50	can	can	AUX
easat-5840	235	51	have	have	VERB
easat-5840	235	52	detrimental	detrimental	ADJ
easat-5840	235	53	effects	effect	NOUN
easat-5840	235	54	on	on	ADP
easat-5840	235	55	the	the	DET
easat-5840	235	56	nation	nation	NOUN
easat-5840	235	57	.	.	PUNCT
easat-5840	236	1	6.4	6.4	NUM
easat-5840	236	2	.	.	PUNCT
easat-5840	237	1	party	party	NOUN
easat-5840	237	2	loyalty	loyalty	NOUN
easat-5840	237	3	regarding	regard	VERB
easat-5840	237	4	party	party	NOUN
easat-5840	237	5	loyalty	loyalty	NOUN
easat-5840	237	6	,	,	PUNCT
easat-5840	237	7	it	it	PRON
easat-5840	237	8	was	be	AUX
easat-5840	237	9	found	find	VERB
easat-5840	237	10	that	that	SCONJ
easat-5840	237	11	once	once	SCONJ
easat-5840	237	12	respondents	respondent	NOUN
easat-5840	237	13	recognized	recognize	VERB
easat-5840	237	14	and	and	CCONJ
easat-5840	237	15	made	make	VERB
easat-5840	237	16	a	a	DET
easat-5840	237	17	decision	decision	NOUN
easat-5840	237	18	,	,	PUNCT
easat-5840	237	19	this	this	DET
easat-5840	237	20	behavior	behavior	NOUN
easat-5840	237	21	exhibited	exhibit	VERB
easat-5840	237	22	high	high	ADJ
easat-5840	237	23	persistence	persistence	NOUN
easat-5840	237	24	.	.	PUNCT
easat-5840	238	1	in	in	ADP
easat-5840	238	2	future	future	ADJ
easat-5840	238	3	elections	election	NOUN
easat-5840	238	4	,	,	PUNCT
easat-5840	238	5	there	there	PRON
easat-5840	238	6	is	be	VERB
easat-5840	238	7	a	a	DET
easat-5840	238	8	strong	strong	ADJ
easat-5840	238	9	likelihood	likelihood	NOUN
easat-5840	238	10	that	that	SCONJ
easat-5840	238	11	novice	novice	NOUN
easat-5840	238	12	voters	voter	NOUN
easat-5840	238	13	will	will	AUX
easat-5840	238	14	continue	continue	VERB
easat-5840	238	15	to	to	PART
easat-5840	238	16	use	use	VERB
easat-5840	238	17	the	the	DET
easat-5840	238	18	same	same	ADJ
easat-5840	238	19	information	information	NOUN
easat-5840	238	20	,	,	PUNCT
easat-5840	238	21	beliefs	belief	NOUN
easat-5840	238	22	,	,	PUNCT
easat-5840	238	23	and	and	CCONJ
easat-5840	238	24	feelings	feeling	NOUN
easat-5840	238	25	in	in	ADP
easat-5840	238	26	their	their	PRON
easat-5840	238	27	political	political	ADJ
easat-5840	238	28	decision	decision	NOUN
easat-5840	238	29	-	-	PUNCT
easat-5840	238	30	making	making	NOUN
easat-5840	238	31	,	,	PUNCT
easat-5840	238	32	resulting	result	VERB
easat-5840	238	33	in	in	ADP
easat-5840	238	34	loyalty	loyalty	NOUN
easat-5840	238	35	to	to	ADP
easat-5840	238	36	the	the	DET
easat-5840	238	37	political	political	ADJ
easat-5840	238	38	party	party	NOUN
easat-5840	238	39	.	.	PUNCT
easat-5840	239	1	the	the	DET
easat-5840	239	2	political	political	ADJ
easat-5840	239	3	loyalty	loyalty	NOUN
easat-5840	239	4	of	of	ADP
easat-5840	239	5	gen	gen	PROPN
easat-5840	239	6	z	z	PROPN
easat-5840	239	7	novice	novice	NOUN
easat-5840	239	8	voters	voter	NOUN
easat-5840	239	9	is	be	AUX
easat-5840	239	10	relatively	relatively	ADV
easat-5840	239	11	strong	strong	ADJ
easat-5840	239	12	due	due	ADP
easat-5840	239	13	to	to	ADP
easat-5840	239	14	their	their	PRON
easat-5840	239	15	psychology	psychology	NOUN
easat-5840	239	16	and	and	CCONJ
easat-5840	239	17	behavior	behavior	NOUN
easat-5840	239	18	consistent	consistent	ADJ
easat-5840	239	19	with	with	ADP
easat-5840	239	20	the	the	DET
easat-5840	239	21	research	research	NOUN
easat-5840	239	22	of	of	ADP
easat-5840	239	23	khunsiri	khunsiri	PROPN
easat-5840	239	24	[	[	X
easat-5840	239	25	11	11	NUM
easat-5840	239	26	]	]	PUNCT
easat-5840	239	27	which	which	PRON
easat-5840	239	28	noted	note	VERB
easat-5840	239	29	that	that	SCONJ
easat-5840	239	30	gen	gen	PROPN
easat-5840	239	31	z	z	NOUN
easat-5840	239	32	is	be	AUX
easat-5840	239	33	a	a	DET
easat-5840	239	34	demographic	demographic	ADJ
easat-5840	239	35	group	group	NOUN
easat-5840	239	36	where	where	SCONJ
easat-5840	239	37	emotions	emotion	NOUN
easat-5840	239	38	often	often	ADV
easat-5840	239	39	outweigh	outweigh	VERB
easat-5840	239	40	reason	reason	NOUN
easat-5840	239	41	.	.	PUNCT
easat-5840	240	1	similarly	similarly	ADV
easat-5840	240	2	,	,	PUNCT
easat-5840	240	3	campbell	campbell	PROPN
easat-5840	240	4	,	,	PUNCT
easat-5840	240	5	et	et	PROPN
easat-5840	240	6	al	al	PROPN
easat-5840	240	7	.	.	PUNCT
easat-5840	241	1	[	[	X
easat-5840	241	2	7	7	X
easat-5840	241	3	]	]	PUNCT
easat-5840	241	4	emphasized	emphasize	VERB
easat-5840	241	5	that	that	SCONJ
easat-5840	241	6	party	party	NOUN
easat-5840	241	7	loyalty	loyalty	NOUN
easat-5840	241	8	is	be	AUX
easat-5840	241	9	closely	closely	ADV
easat-5840	241	10	related	relate	VERB
easat-5840	241	11	to	to	ADP
easat-5840	241	12	party	party	NOUN
easat-5840	241	13	identification	identification	NOUN
easat-5840	241	14	,	,	PUNCT
easat-5840	241	15	which	which	PRON
easat-5840	241	16	is	be	AUX
easat-5840	241	17	a	a	DET
easat-5840	241	18	key	key	ADJ
easat-5840	241	19	indicator	indicator	NOUN
easat-5840	241	20	for	for	ADP
easat-5840	241	21	predicting	predict	VERB
easat-5840	241	22	voting	voting	NOUN
easat-5840	241	23	behavior	behavior	NOUN
easat-5840	241	24	.	.	PUNCT
easat-5840	242	1	party	party	NOUN
easat-5840	242	2	identification	identification	NOUN
easat-5840	242	3	is	be	AUX
easat-5840	242	4	an	an	DET
easat-5840	242	5	emotional	emotional	ADJ
easat-5840	242	6	and	and	CCONJ
easat-5840	242	7	psychological	psychological	ADJ
easat-5840	242	8	connection	connection	NOUN
easat-5840	242	9	between	between	ADP
easat-5840	242	10	an	an	DET
easat-5840	242	11	individual	individual	NOUN
easat-5840	242	12	and	and	CCONJ
easat-5840	242	13	a	a	DET
easat-5840	242	14	political	political	ADJ
easat-5840	242	15	party	party	NOUN
easat-5840	242	16	,	,	PUNCT
easat-5840	242	17	leading	lead	VERB
easat-5840	242	18	to	to	ADP
easat-5840	242	19	attachment	attachment	NOUN
easat-5840	242	20	and	and	CCONJ
easat-5840	242	21	stability	stability	NOUN
easat-5840	242	22	in	in	ADP
easat-5840	242	23	voting	vote	VERB
easat-5840	242	24	behavior	behavior	NOUN
easat-5840	242	25	.	.	PUNCT
easat-5840	243	1	their	their	PRON
easat-5840	243	2	studies	study	NOUN
easat-5840	243	3	found	find	VERB
easat-5840	243	4	that	that	SCONJ
easat-5840	243	5	clear	clear	ADJ
easat-5840	243	6	party	party	NOUN
easat-5840	243	7	identification	identification	NOUN
easat-5840	243	8	makes	make	VERB
easat-5840	243	9	voters	voter	NOUN
easat-5840	243	10	less	less	ADV
easat-5840	243	11	likely	likely	ADJ
easat-5840	243	12	to	to	PART
easat-5840	243	13	change	change	VERB
easat-5840	243	14	parties	party	NOUN
easat-5840	243	15	.	.	PUNCT
easat-5840	244	1	,	,	PUNCT
easat-5840	244	2	and	and	CCONJ
easat-5840	244	3	this	this	DET
easat-5840	244	4	continued	continue	VERB
easat-5840	244	5	support	support	NOUN
easat-5840	244	6	significantly	significantly	ADV
easat-5840	244	7	influences	influence	VERB
easat-5840	244	8	election	election	NOUN
easat-5840	244	9	outcomes	outcome	NOUN
easat-5840	244	10	.	.	PUNCT
easat-5840	245	1	63.42	63.42	NUM
easat-5840	245	2	%	%	NOUN
easat-5840	245	3	of	of	ADP
easat-5840	245	4	novice	novice	NOUN
easat-5840	245	5	voters	voter	NOUN
easat-5840	245	6	would	would	AUX
easat-5840	245	7	still	still	ADV
easat-5840	245	8	support	support	VERB
easat-5840	245	9	the	the	DET
easat-5840	245	10	same	same	ADJ
easat-5840	245	11	party	party	NOUN
easat-5840	245	12	even	even	ADV
easat-5840	245	13	if	if	SCONJ
easat-5840	245	14	its	its	PRON
easat-5840	245	15	members	member	NOUN
easat-5840	245	16	violated	violate	VERB
easat-5840	245	17	legal	legal	ADJ
easat-5840	245	18	or	or	CCONJ
easat-5840	245	19	ethical	ethical	ADJ
easat-5840	245	20	standards	standard	NOUN
easat-5840	245	21	.	.	PUNCT
easat-5840	246	1	additionally	additionally	ADV
easat-5840	246	2	,	,	PUNCT
easat-5840	246	3	60.97	60.97	NUM
easat-5840	246	4	%	%	NOUN
easat-5840	246	5	showed	show	VERB
easat-5840	246	6	high	high	ADJ
easat-5840	246	7	loyalty	loyalty	NOUN
easat-5840	246	8	and	and	CCONJ
easat-5840	246	9	support	support	NOUN
easat-5840	246	10	,	,	PUNCT
easat-5840	246	11	aligning	align	VERB
easat-5840	246	12	with	with	ADP
easat-5840	246	13	green	green	ADJ
easat-5840	246	14	,	,	PUNCT
easat-5840	246	15	et	et	PROPN
easat-5840	246	16	al	al	PROPN
easat-5840	246	17	.	.	PUNCT
easat-5840	247	1	[	[	X
easat-5840	247	2	6	6	NUM
easat-5840	247	3	]	]	PUNCT
easat-5840	247	4	who	who	PRON
easat-5840	247	5	describe	describe	VERB
easat-5840	247	6	party	party	NOUN
easat-5840	247	7	loyalty	loyalty	NOUN
easat-5840	247	8	as	as	ADP
easat-5840	247	9	a	a	DET
easat-5840	247	10	strong	strong	ADJ
easat-5840	247	11	psychological	psychological	ADJ
easat-5840	247	12	attachment	attachment	NOUN
easat-5840	247	13	.	.	PUNCT
easat-5840	248	1	this	this	DET
easat-5840	248	2	attachment	attachment	NOUN
easat-5840	248	3	often	often	ADV
easat-5840	248	4	stems	stem	VERB
easat-5840	248	5	from	from	ADP
easat-5840	248	6	early	early	ADJ
easat-5840	248	7	socialization	socialization	NOUN
easat-5840	248	8	,	,	PUNCT
easat-5840	248	9	belief	belief	NOUN
easat-5840	248	10	in	in	ADP
easat-5840	248	11	the	the	DET
easat-5840	248	12	party	party	NOUN
easat-5840	248	13	's	's	PART
easat-5840	248	14	ideology	ideology	NOUN
easat-5840	248	15	,	,	PUNCT
easat-5840	248	16	or	or	CCONJ
easat-5840	248	17	relationships	relationship	NOUN
easat-5840	248	18	with	with	ADP
easat-5840	248	19	party	party	NOUN
easat-5840	248	20	members	member	NOUN
easat-5840	248	21	,	,	PUNCT
easat-5840	248	22	leading	lead	VERB
easat-5840	248	23	voters	voter	NOUN
easat-5840	248	24	to	to	PART
easat-5840	248	25	maintain	maintain	VERB
easat-5840	248	26	support	support	NOUN
easat-5840	248	27	despite	despite	SCONJ
easat-5840	248	28	changes	change	NOUN
easat-5840	248	29	in	in	ADP
easat-5840	248	30	candidates	candidate	NOUN
easat-5840	248	31	or	or	CCONJ
easat-5840	248	32	political	political	ADJ
easat-5840	248	33	circumstances	circumstance	NOUN
easat-5840	248	34	.	.	PUNCT
easat-5840	249	1	6.5	6.5	NUM
easat-5840	249	2	.	.	PUNCT
easat-5840	249	3	summary	summary	NOUN
easat-5840	249	4	of	of	ADP
easat-5840	249	5	hypotheses	hypothesis	NOUN
easat-5840	249	6	1	1	X
easat-5840	249	7	.	.	PUNCT
easat-5840	250	1	the	the	DET
easat-5840	250	2	hypothesis	hypothesis	NOUN
easat-5840	250	3	that	that	PRON
easat-5840	250	4	most	most	ADJ
easat-5840	250	5	novice	novice	NOUN
easat-5840	250	6	voters	voter	NOUN
easat-5840	250	7	use	use	VERB
easat-5840	250	8	online	online	ADJ
easat-5840	250	9	media	medium	NOUN
easat-5840	250	10	to	to	PART
easat-5840	250	11	receive	receive	VERB
easat-5840	250	12	political	political	ADJ
easat-5840	250	13	information	information	NOUN
easat-5840	250	14	is	be	AUX
easat-5840	250	15	correct	correct	ADJ
easat-5840	250	16	.	.	PUNCT
easat-5840	251	1	2	2	X
easat-5840	251	2	.	.	X
easat-5840	251	3	the	the	DET
easat-5840	251	4	hypothesis	hypothesis	NOUN
easat-5840	251	5	that	that	PRON
easat-5840	251	6	most	most	ADJ
easat-5840	251	7	novice	novice	NOUN
easat-5840	251	8	voters	voter	NOUN
easat-5840	251	9	can	can	AUX
easat-5840	251	10	not	not	PART
easat-5840	251	11	clearly	clearly	ADV
easat-5840	251	12	articulate	articulate	VERB
easat-5840	251	13	the	the	DET
easat-5840	251	14	party	party	NOUN
easat-5840	251	15	's	's	PART
easat-5840	251	16	ideology	ideology	NOUN
easat-5840	251	17	is	be	AUX
easat-5840	251	18	correct	correct	ADJ
easat-5840	251	19	.	.	PUNCT
easat-5840	252	1	2542	2542	NUM
easat-5840	252	2	edelweiss	edelweiss	PROPN
easat-5840	252	3	applied	apply	VERB
easat-5840	252	4	science	science	NOUN
easat-5840	252	5	and	and	CCONJ
easat-5840	252	6	technology	technology	NOUN
easat-5840	252	7	issn	issn	PROPN
easat-5840	252	8	:	:	PUNCT
easat-5840	252	9	2576	2576	NUM
easat-5840	252	10	-	-	SYM
easat-5840	252	11	8484	8484	NUM
easat-5840	252	12	vol	vol	NOUN
easat-5840	252	13	.	.	PROPN
easat-5840	253	1	9	9	NUM
easat-5840	253	2	,	,	PUNCT
easat-5840	253	3	no	no	INTJ
easat-5840	253	4	.	.	NOUN
easat-5840	254	1	3	3	NUM
easat-5840	254	2	:	:	PUNCT
easat-5840	254	3	2531	2531	NUM
easat-5840	254	4	-	-	SYM
easat-5840	254	5	2542	2542	NUM
easat-5840	254	6	,	,	PUNCT
easat-5840	254	7	2025	2025	NUM
easat-5840	254	8	doi	doi	NOUN
easat-5840	254	9	:	:	PUNCT
easat-5840	254	10	10.55214/25768484.v9i3.5840	10.55214/25768484.v9i3.5840	NUM
easat-5840	254	11	©	©	PROPN
easat-5840	254	12	2025	2025	NUM
easat-5840	254	13	by	by	ADP
easat-5840	254	14	the	the	DET
easat-5840	254	15	authors	author	NOUN
easat-5840	254	16	;	;	PUNCT
easat-5840	254	17	licensee	licensee	PROPN
easat-5840	254	18	learning	learning	NOUN
easat-5840	254	19	gate	gate	NOUN
easat-5840	254	20	3	3	NUM
easat-5840	254	21	.	.	PUNCT
easat-5840	255	1	the	the	DET
easat-5840	255	2	hypothesis	hypothesis	NOUN
easat-5840	255	3	that	that	PRON
easat-5840	255	4	most	most	ADJ
easat-5840	255	5	novice	novice	NOUN
easat-5840	255	6	voters	voter	NOUN
easat-5840	255	7	use	use	VERB
easat-5840	255	8	external	external	ADJ
easat-5840	255	9	images	image	NOUN
easat-5840	255	10	in	in	ADP
easat-5840	255	11	their	their	PRON
easat-5840	255	12	political	political	ADJ
easat-5840	255	13	decision	decision	NOUN
easat-5840	255	14	-	-	PUNCT
easat-5840	255	15	making	making	NOUN
easat-5840	255	16	is	be	AUX
easat-5840	255	17	correct	correct	ADJ
easat-5840	255	18	4	4	NUM
easat-5840	255	19	.	.	PUNCT
easat-5840	256	1	the	the	DET
easat-5840	256	2	hypothesis	hypothesis	NOUN
easat-5840	256	3	that	that	PRON
easat-5840	256	4	most	most	ADJ
easat-5840	256	5	novice	novice	NOUN
easat-5840	256	6	voter	voter	NOUN
easat-5840	256	7	's	's	PART
easat-5840	256	8	emotions	emotion	NOUN
easat-5840	256	9	often	often	ADV
easat-5840	256	10	outweigh	outweigh	VERB
easat-5840	256	11	reason	reason	NOUN
easat-5840	256	12	is	be	AUX
easat-5840	256	13	correct	correct	ADJ
easat-5840	256	14	.	.	PUNCT
easat-5840	257	1	transparency	transparency	NOUN
easat-5840	257	2	:	:	PUNCT
easat-5840	257	3	the	the	DET
easat-5840	257	4	authors	author	NOUN
easat-5840	257	5	confirm	confirm	VERB
easat-5840	257	6	that	that	SCONJ
easat-5840	257	7	the	the	DET
easat-5840	257	8	manuscript	manuscript	NOUN
easat-5840	257	9	is	be	AUX
easat-5840	257	10	an	an	DET
easat-5840	257	11	honest	honest	ADJ
easat-5840	257	12	,	,	PUNCT
easat-5840	257	13	accurate	accurate	ADJ
easat-5840	257	14	,	,	PUNCT
easat-5840	257	15	and	and	CCONJ
easat-5840	257	16	transparent	transparent	ADJ
easat-5840	257	17	account	account	NOUN
easat-5840	257	18	of	of	ADP
easat-5840	257	19	the	the	DET
easat-5840	257	20	study	study	NOUN
easat-5840	257	21	;	;	PUNCT
easat-5840	257	22	that	that	SCONJ
easat-5840	257	23	no	no	DET
easat-5840	257	24	vital	vital	ADJ
easat-5840	257	25	features	feature	NOUN
easat-5840	257	26	of	of	ADP
easat-5840	257	27	the	the	DET
easat-5840	257	28	study	study	NOUN
easat-5840	257	29	have	have	AUX
easat-5840	257	30	been	be	AUX
easat-5840	257	31	omitted	omit	VERB
easat-5840	257	32	;	;	PUNCT
easat-5840	257	33	and	and	CCONJ
easat-5840	257	34	that	that	SCONJ
easat-5840	257	35	any	any	DET
easat-5840	257	36	discrepancies	discrepancy	NOUN
easat-5840	257	37	from	from	ADP
easat-5840	257	38	the	the	DET
easat-5840	257	39	study	study	NOUN
easat-5840	257	40	as	as	SCONJ
easat-5840	257	41	planned	plan	VERB
easat-5840	257	42	have	have	AUX
easat-5840	257	43	been	be	AUX
easat-5840	257	44	explained	explain	VERB
easat-5840	257	45	.	.	PUNCT
easat-5840	258	1	this	this	DET
easat-5840	258	2	study	study	NOUN
easat-5840	258	3	followed	follow	VERB
easat-5840	258	4	all	all	DET
easat-5840	258	5	ethical	ethical	ADJ
easat-5840	258	6	practices	practice	NOUN
easat-5840	258	7	during	during	ADP
easat-5840	258	8	writing	writing	NOUN
easat-5840	258	9	.	.	PUNCT
easat-5840	259	1	copyright	copyright	NOUN
easat-5840	259	2	:	:	PUNCT
easat-5840	259	3	©	©	PROPN
easat-5840	259	4	2025	2025	NUM
easat-5840	259	5	by	by	ADP
easat-5840	259	6	the	the	DET
easat-5840	259	7	authors	author	NOUN
easat-5840	259	8	.	.	PUNCT
easat-5840	260	1	this	this	DET
easat-5840	260	2	open	open	ADJ
easat-5840	260	3	-	-	PUNCT
easat-5840	260	4	access	access	NOUN
easat-5840	260	5	article	article	NOUN
easat-5840	260	6	is	be	AUX
easat-5840	260	7	distributed	distribute	VERB
easat-5840	260	8	under	under	ADP
easat-5840	260	9	the	the	DET
easat-5840	260	10	terms	term	NOUN
easat-5840	260	11	and	and	CCONJ
easat-5840	260	12	conditions	condition	NOUN
easat-5840	260	13	of	of	ADP
easat-5840	260	14	the	the	DET
easat-5840	260	15	creative	creative	ADJ
easat-5840	260	16	commons	common	NOUN
easat-5840	260	17	attribution	attribution	NOUN
easat-5840	260	18	(	(	PUNCT
easat-5840	260	19	cc	cc	NOUN
easat-5840	260	20	by	by	ADP
easat-5840	260	21	)	)	PUNCT
easat-5840	260	22	license	license	NOUN
easat-5840	260	23	(	(	PUNCT
easat-5840	260	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5840	260	25	)	)	PUNCT
easat-5840	260	26	.	.	PUNCT
easat-5840	261	1	references	reference	NOUN
easat-5840	261	2	[	[	X
easat-5840	261	3	1	1	NUM
easat-5840	261	4	]	]	PUNCT
easat-5840	261	5	election	election	NOUN
easat-5840	261	6	commission	commission	NOUN
easat-5840	261	7	of	of	ADP
easat-5840	261	8	thailand	thailand	PROPN
easat-5840	261	9	(	(	PUNCT
easat-5840	261	10	ect	ect	PROPN
easat-5840	261	11	)	)	PUNCT
easat-5840	261	12	,	,	PUNCT
easat-5840	261	13	"	"	PUNCT
easat-5840	261	14	election	election	NOUN
easat-5840	261	15	results	result	NOUN
easat-5840	261	16	announcement	announcement	NOUN
easat-5840	261	17	for	for	ADP
easat-5840	261	18	mps	mp	NOUN
easat-5840	261	19	,	,	PUNCT
easat-5840	261	20	"	"	PUNCT
easat-5840	261	21	retrieved	retrieve	VERB
easat-5840	261	22	:	:	PUNCT
easat-5840	261	23	https://www.ect.go.th/	https://www.ect.go.th/	NOUN
easat-5840	261	24	,	,	PUNCT
easat-5840	261	25	2019	2019	NUM
easat-5840	261	26	.	.	PUNCT
easat-5840	262	1	[	[	X
easat-5840	262	2	2	2	NUM
easat-5840	262	3	]	]	PUNCT
easat-5840	262	4	thaipbs	thaipb	NOUN
easat-5840	262	5	,	,	PUNCT
easat-5840	262	6	"	"	PUNCT
easat-5840	262	7	the	the	DET
easat-5840	262	8	predicaments	predicament	NOUN
easat-5840	262	9	of	of	ADP
easat-5840	262	10	8	8	NUM
easat-5840	262	11	former	former	ADJ
easat-5840	262	12	move	move	NOUN
easat-5840	262	13	forward	forward	ADV
easat-5840	262	14	mps	mps	PROPN
easat-5840	262	15	:	:	PUNCT
easat-5840	262	16	'	'	PUNCT
easat-5840	262	17	a	a	DET
easat-5840	262	18	downfall	downfall	NOUN
easat-5840	262	19	of	of	ADP
easat-5840	262	20	their	their	PRON
easat-5840	262	21	own	own	ADJ
easat-5840	262	22	making	making	NOUN
easat-5840	262	23	,	,	PUNCT
easat-5840	262	24	"	"	PUNCT
easat-5840	262	25	retrieved	retrieve	VERB
easat-5840	262	26	:	:	PUNCT
easat-5840	262	27	https://www.thaipbs.or.th/news/content/.	https://www.thaipbs.or.th/news/content/.	PROPN
easat-5840	263	1	[	[	X
easat-5840	263	2	accessed	access	VERB
easat-5840	263	3	june	june	PROPN
easat-5840	263	4	9	9	NUM
easat-5840	263	5	,	,	PUNCT
easat-5840	263	6	2024	2024	NUM
easat-5840	263	7	]	]	PUNCT
easat-5840	263	8	,	,	PUNCT
easat-5840	263	9	2023	2023	NUM
easat-5840	263	10	.	.	PUNCT
easat-5840	264	1	[	[	X
easat-5840	264	2	3	3	NUM
easat-5840	264	3	]	]	X
easat-5840	264	4	bbc	bbc	PROPN
easat-5840	264	5	,	,	PUNCT
easat-5840	264	6	"	"	PUNCT
easat-5840	264	7	move	move	VERB
easat-5840	264	8	forward	forward	ADV
easat-5840	264	9	party	party	NOUN
easat-5840	264	10	and	and	CCONJ
easat-5840	264	11	the	the	DET
easat-5840	264	12	issue	issue	NOUN
easat-5840	264	13	of	of	ADP
easat-5840	264	14	sexual	sexual	ADJ
easat-5840	264	15	harassment	harassment	NOUN
easat-5840	264	16	among	among	ADP
easat-5840	264	17	mps	mps	PROPN
easat-5840	264	18	,	,	PUNCT
easat-5840	264	19	"	"	PUNCT
easat-5840	264	20	retrieved	retrieve	VERB
easat-5840	264	21	:	:	PUNCT
easat-5840	264	22	https://www.bbc.com/thai/articles/c19rkwm2ez9o	https://www.bbc.com/thai/articles/c19rkwm2ez9o	X
easat-5840	264	23	.	.	PUNCT
easat-5840	265	1	[	[	X
easat-5840	265	2	accessed	access	VERB
easat-5840	265	3	june	june	PROPN
easat-5840	265	4	9	9	NUM
easat-5840	265	5	,	,	PUNCT
easat-5840	265	6	2024	2024	NUM
easat-5840	265	7	]	]	PUNCT
easat-5840	265	8	,	,	PUNCT
easat-5840	265	9	2023	2023	NUM
easat-5840	265	10	.	.	PUNCT
easat-5840	266	1	[	[	X
easat-5840	266	2	4	4	X
easat-5840	266	3	]	]	X
easat-5840	266	4	bangkok	bangkok	PROPN
easat-5840	266	5	biz	biz	PROPN
easat-5840	266	6	news	news	PROPN
easat-5840	266	7	,	,	PUNCT
easat-5840	266	8	"	"	PUNCT
easat-5840	266	9	detailed	detailed	ADJ
easat-5840	266	10	!	!	PUNCT
easat-5840	267	1	reasons	reason	NOUN
easat-5840	267	2	for	for	ADP
easat-5840	267	3	the	the	DET
easat-5840	267	4	constitutional	constitutional	ADJ
easat-5840	267	5	court	court	NOUN
easat-5840	267	6	’s	’s	PART
easat-5840	267	7	dissolution	dissolution	NOUN
easat-5840	267	8	of	of	ADP
easat-5840	267	9	'	'	PUNCT
easat-5840	267	10	move	move	VERB
easat-5840	267	11	forward	forward	ADV
easat-5840	267	12	'	'	PUNCT
easat-5840	267	13	:	:	PUNCT
easat-5840	267	14	intention	intention	NOUN
easat-5840	267	15	to	to	PART
easat-5840	267	16	separate	separate	VERB
easat-5840	267	17	the	the	DET
easat-5840	267	18	monarchy	monarchy	NOUN
easat-5840	267	19	from	from	ADP
easat-5840	267	20	the	the	DET
easat-5840	267	21	nation	nation	NOUN
easat-5840	267	22	for	for	ADP
easat-5840	267	23	electoral	electoral	ADJ
easat-5840	267	24	gains	gain	NOUN
easat-5840	267	25	,	,	PUNCT
easat-5840	267	26	"	"	PUNCT
easat-5840	267	27	retrieved	retrieve	VERB
easat-5840	267	28	:	:	PUNCT
easat-5840	267	29	https://www.bangkokbiznews.com/politics/1139218	https://www.bangkokbiznews.com/politics/1139218	ADJ
easat-5840	267	30	,	,	PUNCT
easat-5840	267	31	2024	2024	NUM
easat-5840	267	32	.	.	PUNCT
easat-5840	268	1	[	[	X
easat-5840	268	2	5	5	NUM
easat-5840	268	3	]	]	PUNCT
easat-5840	268	4	k.	k.	PROPN
easat-5840	268	5	ciba	ciba	PROPN
easat-5840	268	6	,	,	PUNCT
easat-5840	268	7	"	"	PUNCT
easat-5840	268	8	leading	lead	VERB
easat-5840	268	9	social	social	ADJ
easat-5840	268	10	media	medium	NOUN
easat-5840	268	11	platforms	platform	NOUN
easat-5840	268	12	for	for	ADP
easat-5840	268	13	news	news	NOUN
easat-5840	268	14	thailand	thailand	PROPN
easat-5840	268	15	2024	2024	NUM
easat-5840	268	16	.	.	PUNCT
easat-5840	269	1	hamburg	hamburg	PROPN
easat-5840	269	2	,	,	PUNCT
easat-5840	269	3	germany	germany	PROPN
easat-5840	269	4	:	:	PUNCT
easat-5840	269	5	statista	statista	NOUN
easat-5840	269	6	,	,	PUNCT
easat-5840	269	7	"	"	PUNCT
easat-5840	269	8	retrieved	retrieve	VERB
easat-5840	269	9	:	:	PUNCT
easat-5840	270	1	https://www.statista.com/statistics/1291398/	https://www.statista.com/statistics/1291398/	NOUN
easat-5840	270	2	,	,	PUNCT
easat-5840	270	3	2024	2024	NUM
easat-5840	270	4	.	.	PUNCT
easat-5840	271	1	[	[	X
easat-5840	271	2	6	6	NUM
easat-5840	271	3	]	]	PUNCT
easat-5840	271	4	d.	d.	PROPN
easat-5840	271	5	p.	p.	PROPN
easat-5840	271	6	green	green	PROPN
easat-5840	271	7	,	,	PUNCT
easat-5840	271	8	b.	b.	PROPN
easat-5840	271	9	palmquist	palmquist	NOUN
easat-5840	271	10	,	,	PUNCT
easat-5840	271	11	and	and	CCONJ
easat-5840	271	12	e.	e.	PROPN
easat-5840	271	13	schickler	schickler	PROPN
easat-5840	271	14	,	,	PUNCT
easat-5840	271	15	partisan	partisan	ADJ
easat-5840	271	16	hearts	heart	NOUN
easat-5840	271	17	and	and	CCONJ
easat-5840	271	18	minds	mind	NOUN
easat-5840	271	19	:	:	PUNCT
easat-5840	271	20	political	political	ADJ
easat-5840	271	21	parties	party	NOUN
easat-5840	271	22	and	and	CCONJ
easat-5840	271	23	the	the	DET
easat-5840	271	24	social	social	ADJ
easat-5840	271	25	identities	identity	NOUN
easat-5840	271	26	of	of	ADP
easat-5840	271	27	voters	voter	NOUN
easat-5840	271	28	.	.	PUNCT
easat-5840	272	1	new	new	ADJ
easat-5840	272	2	haven	haven	PROPN
easat-5840	272	3	,	,	PUNCT
easat-5840	272	4	ct	ct	PROPN
easat-5840	272	5	:	:	PUNCT
easat-5840	272	6	yale	yale	PROPN
easat-5840	272	7	university	university	PROPN
easat-5840	272	8	press	press	NOUN
easat-5840	272	9	,	,	PUNCT
easat-5840	272	10	2002	2002	NUM
easat-5840	272	11	.	.	PUNCT
easat-5840	273	1	[	[	X
easat-5840	273	2	7	7	NUM
easat-5840	273	3	]	]	PUNCT
easat-5840	273	4	a.	a.	NOUN
easat-5840	273	5	campbell	campbell	PROPN
easat-5840	273	6	,	,	PUNCT
easat-5840	273	7	p.	p.	PROPN
easat-5840	273	8	e.	e.	PROPN
easat-5840	273	9	converse	converse	PROPN
easat-5840	273	10	,	,	PUNCT
easat-5840	273	11	w.	w.	PROPN
easat-5840	273	12	e.	e.	PROPN
easat-5840	273	13	miller	miller	PROPN
easat-5840	273	14	,	,	PUNCT
easat-5840	273	15	and	and	CCONJ
easat-5840	273	16	d.	d.	PROPN
easat-5840	273	17	e.	e.	PROPN
easat-5840	273	18	stokes	stokes	PROPN
easat-5840	273	19	,	,	PUNCT
easat-5840	273	20	the	the	DET
easat-5840	273	21	american	american	ADJ
easat-5840	273	22	voter	voter	NOUN
easat-5840	273	23	.	.	PUNCT
easat-5840	274	1	chicago	chicago	PROPN
easat-5840	274	2	,	,	PUNCT
easat-5840	274	3	il	il	PROPN
easat-5840	274	4	:	:	PUNCT
easat-5840	274	5	university	university	PROPN
easat-5840	274	6	of	of	ADP
easat-5840	274	7	chicago	chicago	PROPN
easat-5840	274	8	press	press	NOUN
easat-5840	274	9	,	,	PUNCT
easat-5840	274	10	1960	1960	NUM
easat-5840	274	11	.	.	PUNCT
easat-5840	275	1	[	[	X
easat-5840	275	2	8	8	NUM
easat-5840	275	3	]	]	X
easat-5840	275	4	r.	r.	PROPN
easat-5840	275	5	r.	r.	PROPN
easat-5840	275	6	lau	lau	PROPN
easat-5840	275	7	and	and	CCONJ
easat-5840	275	8	d.	d.	PROPN
easat-5840	275	9	p.	p.	PROPN
easat-5840	275	10	redlawsk	redlawsk	NOUN
easat-5840	275	11	,	,	PUNCT
easat-5840	275	12	"	"	PUNCT
easat-5840	275	13	advantages	advantage	NOUN
easat-5840	275	14	and	and	CCONJ
easat-5840	275	15	disadvantages	disadvantage	NOUN
easat-5840	275	16	of	of	ADP
easat-5840	275	17	cognitive	cognitive	ADJ
easat-5840	275	18	heuristics	heuristic	NOUN
easat-5840	275	19	in	in	ADP
easat-5840	275	20	political	political	ADJ
easat-5840	275	21	decision	decision	NOUN
easat-5840	275	22	making	making	NOUN
easat-5840	275	23	,	,	PUNCT
easat-5840	275	24	"	"	PUNCT
easat-5840	275	25	american	american	ADJ
easat-5840	275	26	journal	journal	PROPN
easat-5840	275	27	of	of	ADP
easat-5840	275	28	political	political	ADJ
easat-5840	275	29	science	science	NOUN
easat-5840	275	30	,	,	PUNCT
easat-5840	275	31	vol	vol	NOUN
easat-5840	275	32	.	.	PROPN
easat-5840	276	1	45	45	NUM
easat-5840	276	2	,	,	PUNCT
easat-5840	276	3	no	no	INTJ
easat-5840	276	4	.	.	NOUN
easat-5840	276	5	4	4	NUM
easat-5840	276	6	,	,	PUNCT
easat-5840	276	7	pp	pp	ADJ
easat-5840	276	8	.	.	PUNCT
easat-5840	277	1	951	951	NUM
easat-5840	277	2	-	-	SYM
easat-5840	277	3	971	971	NUM
easat-5840	277	4	,	,	PUNCT
easat-5840	277	5	2001	2001	NUM
easat-5840	277	6	.	.	PUNCT
easat-5840	278	1	https://doi.org/10.2307/2669334	https://doi.org/10.2307/2669334	X
easat-5840	279	1	[	[	X
easat-5840	279	2	9	9	NUM
easat-5840	279	3	]	]	X
easat-5840	279	4	department	department	NOUN
easat-5840	279	5	of	of	ADP
easat-5840	279	6	provincial	provincial	ADJ
easat-5840	279	7	administration	administration	NOUN
easat-5840	279	8	,	,	PUNCT
easat-5840	279	9	population	population	NOUN
easat-5840	279	10	by	by	ADP
easat-5840	279	11	age	age	NOUN
easat-5840	279	12	.	.	PUNCT
easat-5840	280	1	bangkok	bangkok	PROPN
easat-5840	280	2	,	,	PUNCT
easat-5840	280	3	thailand	thailand	PROPN
easat-5840	280	4	:	:	PUNCT
easat-5840	280	5	population	population	NOUN
easat-5840	280	6	statistics	statistic	NOUN
easat-5840	280	7	from	from	ADP
easat-5840	280	8	the	the	DET
easat-5840	280	9	civil	civil	ADJ
easat-5840	280	10	registration	registration	NOUN
easat-5840	280	11	,	,	PUNCT
easat-5840	280	12	department	department	NOUN
easat-5840	280	13	of	of	ADP
easat-5840	280	14	provincial	provincial	ADJ
easat-5840	280	15	administration	administration	NOUN
easat-5840	280	16	,	,	PUNCT
easat-5840	280	17	ministry	ministry	PROPN
easat-5840	280	18	of	of	ADP
easat-5840	280	19	interior	interior	PROPN
easat-5840	280	20	,	,	PUNCT
easat-5840	280	21	2024	2024	NUM
easat-5840	280	22	.	.	PUNCT
easat-5840	281	1	[	[	X
easat-5840	281	2	10	10	NUM
easat-5840	281	3	]	]	X
easat-5840	281	4	m.	m.	NOUN
easat-5840	281	5	lingqi	lingqi	PROPN
easat-5840	281	6	,	,	PUNCT
easat-5840	281	7	h.	h.	PROPN
easat-5840	281	8	n.	n.	PROPN
easat-5840	281	9	krishnasamy	krishnasamy	PROPN
easat-5840	281	10	,	,	PUNCT
easat-5840	281	11	l.	l.	PROPN
easat-5840	281	12	qiaoqiao	qiaoqiao	PROPN
easat-5840	281	13	,	,	PUNCT
easat-5840	281	14	and	and	CCONJ
easat-5840	281	15	w.	w.	PROPN
easat-5840	281	16	zhuoyang	zhuoyang	PROPN
easat-5840	281	17	,	,	PUNCT
easat-5840	281	18	"	"	PUNCT
easat-5840	281	19	deconstruction	deconstruction	NOUN
easat-5840	281	20	and	and	CCONJ
easat-5840	281	21	reconstruction	reconstruction	NOUN
easat-5840	281	22	of	of	ADP
easat-5840	281	23	information	information	NOUN
easat-5840	281	24	security	security	NOUN
easat-5840	281	25	in	in	ADP
easat-5840	281	26	ideological	ideological	ADJ
easat-5840	281	27	and	and	CCONJ
easat-5840	281	28	political	political	ADJ
easat-5840	281	29	education	education	NOUN
easat-5840	281	30	in	in	ADP
easat-5840	281	31	the	the	DET
easat-5840	281	32	digital	digital	ADJ
easat-5840	281	33	age	age	NOUN
easat-5840	281	34	,	,	PUNCT
easat-5840	281	35	"	"	PUNCT
easat-5840	281	36	evolutionary	evolutionary	ADJ
easat-5840	281	37	studies	study	NOUN
easat-5840	281	38	in	in	ADP
easat-5840	281	39	imaginative	imaginative	ADJ
easat-5840	281	40	culture	culture	NOUN
easat-5840	281	41	,	,	PUNCT
easat-5840	281	42	vol	vol	NOUN
easat-5840	281	43	.	.	PROPN
easat-5840	281	44	8	8	NUM
easat-5840	281	45	,	,	PUNCT
easat-5840	281	46	no	no	INTJ
easat-5840	281	47	.	.	NOUN
easat-5840	281	48	2	2	NUM
easat-5840	281	49	,	,	PUNCT
easat-5840	281	50	pp	pp	ADJ
easat-5840	281	51	.	.	PUNCT
easat-5840	282	1	1–13	1–13	NOUN
easat-5840	282	2	,	,	PUNCT
easat-5840	282	3	2024	2024	NUM
easat-5840	282	4	.	.	PUNCT
easat-5840	283	1	https://doi.org/10.70082/esiculture.vi.667	https://doi.org/10.70082/esiculture.vi.667	NOUN
easat-5840	284	1	[	[	X
easat-5840	284	2	11	11	NUM
easat-5840	284	3	]	]	X
easat-5840	284	4	w.	w.	PROPN
easat-5840	284	5	khunsiri	khunsiri	PROPN
easat-5840	284	6	,	,	PUNCT
easat-5840	284	7	"	"	PUNCT
easat-5840	284	8	the	the	DET
easat-5840	284	9	political	political	ADJ
easat-5840	284	10	marketing	marketing	NOUN
easat-5840	284	11	strategy	strategy	NOUN
easat-5840	284	12	of	of	ADP
easat-5840	284	13	the	the	DET
easat-5840	284	14	future	future	ADJ
easat-5840	284	15	forward	forward	ADJ
easat-5840	284	16	party	party	NOUN
easat-5840	284	17	in	in	ADP
easat-5840	284	18	the	the	DET
easat-5840	284	19	24	24	NUM
easat-5840	284	20	march	march	PROPN
easat-5840	284	21	2019	2019	NUM
easat-5840	284	22	election	election	NOUN
easat-5840	284	23	campaign	campaign	NOUN
easat-5840	284	24	,	,	PUNCT
easat-5840	284	25	"	"	PUNCT
easat-5840	284	26	doctoral	doctoral	ADJ
easat-5840	284	27	dissertation	dissertation	NOUN
easat-5840	284	28	,	,	PUNCT
easat-5840	284	29	faculty	faculty	NOUN
easat-5840	284	30	of	of	ADP
easat-5840	284	31	communication	communication	NOUN
easat-5840	284	32	arts	art	NOUN
easat-5840	284	33	,	,	PUNCT
easat-5840	284	34	dhurakij	dhurakij	PROPN
easat-5840	284	35	pundit	pundit	PROPN
easat-5840	284	36	university	university	PROPN
easat-5840	284	37	,	,	PUNCT
easat-5840	284	38	bangkok	bangkok	PROPN
easat-5840	284	39	,	,	PUNCT
easat-5840	284	40	thailand	thailand	PROPN
easat-5840	284	41	,	,	PUNCT
easat-5840	284	42	2021	2021	NUM
easat-5840	284	43	.	.	PUNCT
easat-5840	285	1	[	[	X
easat-5840	285	2	12	12	NUM
easat-5840	285	3	]	]	X
easat-5840	285	4	f.	f.	PROPN
easat-5840	285	5	irfan	irfan	PROPN
easat-5840	285	6	and	and	CCONJ
easat-5840	285	7	h.	h.	PROPN
easat-5840	285	8	n.	n.	PROPN
easat-5840	285	9	krishnasamy	krishnasamy	PROPN
easat-5840	285	10	,	,	PUNCT
easat-5840	285	11	"	"	PUNCT
easat-5840	285	12	leading	lead	VERB
easat-5840	285	13	through	through	ADP
easat-5840	285	14	leadership	leadership	NOUN
easat-5840	285	15	language	language	NOUN
easat-5840	285	16	:	:	PUNCT
easat-5840	285	17	analysing	analyse	VERB
easat-5840	285	18	mr	mr	PROPN
easat-5840	285	19	.	.	PROPN
easat-5840	285	20	imran	imran	PROPN
easat-5840	285	21	khan	khan	PROPN
easat-5840	285	22	’s	’s	PART
easat-5840	285	23	spoken	spoken	ADJ
easat-5840	285	24	political	political	ADJ
easat-5840	285	25	discourse	discourse	NOUN
easat-5840	285	26	,	,	PUNCT
easat-5840	285	27	"	"	PUNCT
easat-5840	285	28	pakistan	pakistan	PROPN
easat-5840	285	29	journal	journal	NOUN
easat-5840	285	30	of	of	ADP
easat-5840	285	31	life	life	NOUN
easat-5840	285	32	and	and	CCONJ
easat-5840	285	33	social	social	ADJ
easat-5840	285	34	sciences	science	NOUN
easat-5840	285	35	,	,	PUNCT
easat-5840	285	36	vol	vol	NOUN
easat-5840	285	37	.	.	PROPN
easat-5840	286	1	22	22	NUM
easat-5840	286	2	,	,	PUNCT
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