id	sid	tid	token	lemma	pos
easat-1530	1	1	edelweiss	edelweiss	PROPN
easat-1530	1	2	applied	apply	VERB
easat-1530	1	3	science	science	NOUN
easat-1530	1	4	and	and	CCONJ
easat-1530	1	5	technology	technology	NOUN
easat-1530	1	6	issn	issn	PROPN
easat-1530	1	7	:	:	PUNCT
easat-1530	1	8	2576	2576	NUM
easat-1530	1	9	-	-	SYM
easat-1530	1	10	8484	8484	NUM
easat-1530	1	11	vol	vol	NOUN
easat-1530	1	12	.	.	PROPN
easat-1530	1	13	8	8	NUM
easat-1530	1	14	,	,	PUNCT
easat-1530	1	15	no	no	INTJ
easat-1530	1	16	.	.	NOUN
easat-1530	1	17	4	4	NUM
easat-1530	1	18	,	,	PUNCT
easat-1530	1	19	1586	1586	NUM
easat-1530	1	20	-	-	SYM
easat-1530	1	21	1597	1597	NUM
easat-1530	1	22	2024	2024	NUM
easat-1530	1	23	publisher	publisher	NOUN
easat-1530	1	24	:	:	PUNCT
easat-1530	1	25	learning	learn	VERB
easat-1530	1	26	gate	gate	NOUN
easat-1530	1	27	doi	doi	PROPN
easat-1530	1	28	:	:	PUNCT
easat-1530	1	29	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	1	30	©	©	ADP
easat-1530	1	31	2024	2024	NUM
easat-1530	1	32	by	by	ADP
easat-1530	1	33	the	the	DET
easat-1530	1	34	authors	author	NOUN
easat-1530	1	35	;	;	PUNCT
easat-1530	1	36	licensee	licensee	PROPN
easat-1530	1	37	learning	learning	NOUN
easat-1530	1	38	gate	gate	NOUN
easat-1530	1	39	©	©	PROPN
easat-1530	1	40	2024	2024	NUM
easat-1530	1	41	by	by	ADP
easat-1530	1	42	the	the	DET
easat-1530	1	43	authors	author	NOUN
easat-1530	1	44	;	;	PUNCT
easat-1530	1	45	licensee	licensee	PROPN
easat-1530	1	46	learning	learn	VERB
easat-1530	1	47	gate	gate	NOUN
easat-1530	1	48	*	*	PUNCT
easat-1530	1	49	correspondence	correspondence	NOUN
easat-1530	1	50	:	:	PUNCT
easat-1530	1	51	yenny_k@ub.ac.id	yenny_k@ub.ac.id	PROPN
easat-1530	1	52	the	the	DET
easat-1530	1	53	behavioral	behavioral	ADJ
easat-1530	1	54	biases	bias	NOUN
easat-1530	1	55	on	on	ADP
easat-1530	1	56	investment	investment	NOUN
easat-1530	1	57	decision	decision	NOUN
easat-1530	1	58	behavior	behavior	NOUN
easat-1530	1	59	:	:	PUNCT
easat-1530	1	60	evidence	evidence	NOUN
easat-1530	1	61	from	from	ADP
easat-1530	1	62	indonesia	indonesia	PROPN
easat-1530	1	63	pusvita	pusvita	PROPN
easat-1530	1	64	yuana1	yuana1	PROPN
easat-1530	1	65	,	,	PUNCT
easat-1530	1	66	yenny	yenny	PROPN
easat-1530	1	67	kornitasari2	kornitasari2	PROPN
easat-1530	1	68	*	*	PUNCT
easat-1530	1	69	,	,	PUNCT
easat-1530	1	70	asfi	asfi	NOUN
easat-1530	1	71	manzilati2	manzilati2	PUNCT
easat-1530	2	1	1department	1department	NUM
easat-1530	2	2	of	of	ADP
easat-1530	2	3	management	management	NOUN
easat-1530	2	4	,	,	PUNCT
easat-1530	2	5	faculty	faculty	NOUN
easat-1530	2	6	of	of	ADP
easat-1530	2	7	economics	economic	NOUN
easat-1530	2	8	and	and	CCONJ
easat-1530	2	9	business	business	NOUN
easat-1530	2	10	,	,	PUNCT
easat-1530	2	11	universitas	universita	NOUN
easat-1530	2	12	brawijaya	brawijaya	NOUN
easat-1530	2	13	,	,	PUNCT
easat-1530	2	14	indonesia	indonesia	PROPN
easat-1530	2	15	;	;	PUNCT
easat-1530	2	16	pusvita.yuana@ub.ac.id	pusvita.yuana@ub.ac.id	NOUN
easat-1530	2	17	(	(	PUNCT
easat-1530	2	18	p.y	p.y	PROPN
easat-1530	2	19	.	.	PROPN
easat-1530	2	20	)	)	PUNCT
easat-1530	3	1	2department	2department	NUM
easat-1530	3	2	of	of	ADP
easat-1530	3	3	economics	economic	NOUN
easat-1530	3	4	,	,	PUNCT
easat-1530	3	5	faculty	faculty	NOUN
easat-1530	3	6	of	of	ADP
easat-1530	3	7	economics	economic	NOUN
easat-1530	3	8	and	and	CCONJ
easat-1530	3	9	business	business	NOUN
easat-1530	3	10	,	,	PUNCT
easat-1530	3	11	universitas	universita	NOUN
easat-1530	3	12	brawijaya	brawijaya	NOUN
easat-1530	3	13	,	,	PUNCT
easat-1530	3	14	indonesia	indonesia	PROPN
easat-1530	3	15	;	;	PUNCT
easat-1530	3	16	yenny_k@ub.ac.id	yenny_k@ub.ac.id	PROPN
easat-1530	3	17	(	(	PUNCT
easat-1530	3	18	y.k	y.k	PROPN
easat-1530	3	19	.	.	PROPN
easat-1530	3	20	)	)	PUNCT
easat-1530	3	21	;	;	PUNCT
easat-1530	3	22	asfi@ub.ac.id	asfi@ub.ac.id	PROPN
easat-1530	3	23	(	(	PUNCT
easat-1530	3	24	a.m.	a.m.	ADV
easat-1530	3	25	)	)	PUNCT
easat-1530	4	1	abstract	abstract	NOUN
easat-1530	4	2	:	:	PUNCT
easat-1530	4	3	the	the	DET
easat-1530	4	4	purpose	purpose	NOUN
easat-1530	4	5	of	of	ADP
easat-1530	4	6	this	this	DET
easat-1530	4	7	study	study	NOUN
easat-1530	4	8	to	to	PART
easat-1530	4	9	analyze	analyze	VERB
easat-1530	4	10	the	the	DET
easat-1530	4	11	behavior	behavior	NOUN
easat-1530	4	12	of	of	ADP
easat-1530	4	13	investors	investor	NOUN
easat-1530	4	14	in	in	ADP
easat-1530	4	15	making	make	VERB
easat-1530	4	16	financial	financial	ADJ
easat-1530	4	17	investments	investment	NOUN
easat-1530	4	18	in	in	ADP
easat-1530	4	19	indonesia	indonesia	PROPN
easat-1530	4	20	.	.	PUNCT
easat-1530	5	1	although	although	SCONJ
easat-1530	5	2	the	the	DET
easat-1530	5	3	overall	overall	ADJ
easat-1530	5	4	financial	financial	ADJ
easat-1530	5	5	literacy	literacy	NOUN
easat-1530	5	6	level	level	NOUN
easat-1530	5	7	in	in	ADP
easat-1530	5	8	indonesia	indonesia	PROPN
easat-1530	5	9	has	have	AUX
easat-1530	5	10	increased	increase	VERB
easat-1530	5	11	,	,	PUNCT
easat-1530	5	12	individuals	individual	NOUN
easat-1530	5	13	with	with	ADP
easat-1530	5	14	higher	high	ADJ
easat-1530	5	15	levels	level	NOUN
easat-1530	5	16	of	of	ADP
easat-1530	5	17	financial	financial	ADJ
easat-1530	5	18	literacy	literacy	NOUN
easat-1530	5	19	tend	tend	VERB
easat-1530	5	20	to	to	PART
easat-1530	5	21	make	make	VERB
easat-1530	5	22	more	more	ADJ
easat-1530	5	23	rational	rational	ADJ
easat-1530	5	24	investment	investment	NOUN
easat-1530	5	25	decisions	decision	NOUN
easat-1530	5	26	.	.	PUNCT
easat-1530	6	1	being	be	AUX
easat-1530	6	2	well	well	ADV
easat-1530	6	3	-	-	PUNCT
easat-1530	6	4	literate	literate	ADJ
easat-1530	6	5	can	can	AUX
easat-1530	6	6	be	be	AUX
easat-1530	6	7	interpreted	interpret	VERB
easat-1530	6	8	as	as	ADP
easat-1530	6	9	the	the	DET
easat-1530	6	10	personal	personal	ADJ
easat-1530	6	11	ability	ability	NOUN
easat-1530	6	12	to	to	PART
easat-1530	6	13	understand	understand	VERB
easat-1530	6	14	and	and	CCONJ
easat-1530	6	15	create	create	VERB
easat-1530	6	16	financial	financial	ADJ
easat-1530	6	17	concepts	concept	NOUN
easat-1530	6	18	.	.	PUNCT
easat-1530	7	1	however	however	ADV
easat-1530	7	2	,	,	PUNCT
easat-1530	7	3	some	some	DET
easat-1530	7	4	individuals	individual	NOUN
easat-1530	7	5	still	still	ADV
easat-1530	7	6	need	need	VERB
easat-1530	7	7	help	help	NOUN
easat-1530	7	8	understanding	understand	VERB
easat-1530	7	9	investment	investment	NOUN
easat-1530	7	10	products	product	NOUN
easat-1530	7	11	and	and	CCONJ
easat-1530	7	12	services	service	NOUN
easat-1530	7	13	in	in	ADP
easat-1530	7	14	indonesia	indonesia	PROPN
easat-1530	7	15	.	.	PUNCT
easat-1530	8	1	this	this	PRON
easat-1530	8	2	is	be	AUX
easat-1530	8	3	due	due	ADJ
easat-1530	8	4	to	to	ADP
easat-1530	8	5	the	the	DET
easat-1530	8	6	fact	fact	NOUN
easat-1530	8	7	that	that	SCONJ
easat-1530	8	8	there	there	PRON
easat-1530	8	9	are	be	VERB
easat-1530	8	10	still	still	ADV
easat-1530	8	11	individuals	individual	NOUN
easat-1530	8	12	who	who	PRON
easat-1530	8	13	invest	invest	VERB
easat-1530	8	14	in	in	ADP
easat-1530	8	15	illegal	illegal	ADJ
easat-1530	8	16	products	product	NOUN
easat-1530	8	17	.	.	PUNCT
easat-1530	9	1	this	this	DET
easat-1530	9	2	study	study	NOUN
easat-1530	9	3	focuses	focus	VERB
easat-1530	9	4	on	on	ADP
easat-1530	9	5	four	four	NUM
easat-1530	9	6	biases	bias	NOUN
easat-1530	9	7	:	:	PUNCT
easat-1530	9	8	overconfidence	overconfidence	NOUN
easat-1530	9	9	bias	bias	NOUN
easat-1530	9	10	,	,	PUNCT
easat-1530	9	11	optimism	optimism	NOUN
easat-1530	9	12	bias	bias	NOUN
easat-1530	9	13	,	,	PUNCT
easat-1530	9	14	herding	herding	NOUN
easat-1530	9	15	effect	effect	NOUN
easat-1530	9	16	,	,	PUNCT
easat-1530	9	17	and	and	CCONJ
easat-1530	9	18	flexing	flexing	NOUN
easat-1530	9	19	,	,	PUNCT
easat-1530	9	20	using	use	VERB
easat-1530	9	21	quantitative	quantitative	ADJ
easat-1530	9	22	analysis	analysis	NOUN
easat-1530	9	23	.	.	PUNCT
easat-1530	10	1	the	the	DET
easat-1530	10	2	decision	decision	NOUN
easat-1530	10	3	to	to	PART
easat-1530	10	4	invest	invest	VERB
easat-1530	10	5	is	be	AUX
easat-1530	10	6	influenced	influence	VERB
easat-1530	10	7	by	by	ADP
easat-1530	10	8	the	the	DET
easat-1530	10	9	thoughts	thought	NOUN
easat-1530	10	10	of	of	ADP
easat-1530	10	11	each	each	DET
easat-1530	10	12	investor	investor	NOUN
easat-1530	10	13	and	and	CCONJ
easat-1530	10	14	their	their	PRON
easat-1530	10	15	optimistic	optimistic	ADJ
easat-1530	10	16	behavior	behavior	NOUN
easat-1530	10	17	in	in	ADP
easat-1530	10	18	seeking	seek	VERB
easat-1530	10	19	the	the	DET
easat-1530	10	20	highest	high	ADJ
easat-1530	10	21	return	return	NOUN
easat-1530	10	22	on	on	ADP
easat-1530	10	23	their	their	PRON
easat-1530	10	24	investment	investment	NOUN
easat-1530	10	25	.	.	PUNCT
easat-1530	11	1	this	this	DET
easat-1530	11	2	study	study	NOUN
easat-1530	11	3	used	use	VERB
easat-1530	11	4	primary	primary	ADJ
easat-1530	11	5	data	datum	NOUN
easat-1530	11	6	with	with	ADP
easat-1530	11	7	descriptive	descriptive	ADJ
easat-1530	11	8	quantitative	quantitative	ADJ
easat-1530	11	9	analysis	analysis	NOUN
easat-1530	11	10	.	.	PUNCT
easat-1530	12	1	the	the	DET
easat-1530	12	2	number	number	NOUN
easat-1530	12	3	of	of	ADP
easat-1530	12	4	respondents	respondent	NOUN
easat-1530	12	5	used	use	VERB
easat-1530	12	6	in	in	ADP
easat-1530	12	7	the	the	DET
easat-1530	12	8	overall	overall	ADJ
easat-1530	12	9	research	research	NOUN
easat-1530	12	10	was	be	AUX
easat-1530	12	11	400	400	NUM
easat-1530	12	12	,	,	PUNCT
easat-1530	12	13	with	with	ADP
easat-1530	12	14	criteria	criterion	NOUN
easat-1530	12	15	for	for	ADP
easat-1530	12	16	investment	investment	NOUN
easat-1530	12	17	products	product	NOUN
easat-1530	12	18	.	.	PUNCT
easat-1530	13	1	the	the	DET
easat-1530	13	2	result	result	NOUN
easat-1530	13	3	of	of	ADP
easat-1530	13	4	this	this	DET
easat-1530	13	5	study	study	NOUN
easat-1530	13	6	shows	show	VERB
easat-1530	13	7	that	that	SCONJ
easat-1530	13	8	the	the	DET
easat-1530	13	9	variable	variable	NOUN
easat-1530	13	10	of	of	ADP
easat-1530	13	11	overconfidence	overconfidence	NOUN
easat-1530	13	12	,	,	PUNCT
easat-1530	13	13	optimism	optimism	NOUN
easat-1530	13	14	,	,	PUNCT
easat-1530	13	15	and	and	CCONJ
easat-1530	13	16	flexing	flexing	NOUN
easat-1530	13	17	affects	affect	VERB
easat-1530	13	18	the	the	DET
easat-1530	13	19	behavior	behavior	NOUN
easat-1530	13	20	of	of	ADP
easat-1530	13	21	financial	financial	ADJ
easat-1530	13	22	investment	investment	NOUN
easat-1530	13	23	decisions	decision	NOUN
easat-1530	13	24	.	.	PUNCT
easat-1530	14	1	however	however	ADV
easat-1530	14	2	,	,	PUNCT
easat-1530	14	3	the	the	DET
easat-1530	14	4	variable	variable	ADJ
easat-1530	14	5	bias	bias	NOUN
easat-1530	14	6	herding	herding	NOUN
easat-1530	14	7	effect	effect	NOUN
easat-1530	14	8	does	do	AUX
easat-1530	14	9	not	not	PART
easat-1530	14	10	affect	affect	VERB
easat-1530	14	11	the	the	DET
easat-1530	14	12	behavior	behavior	NOUN
easat-1530	14	13	of	of	ADP
easat-1530	14	14	financial	financial	ADJ
easat-1530	14	15	investment	investment	NOUN
easat-1530	14	16	decisions	decision	NOUN
easat-1530	14	17	.	.	PUNCT
easat-1530	15	1	in	in	ADP
easat-1530	15	2	conclusion	conclusion	NOUN
easat-1530	15	3	,	,	PUNCT
easat-1530	15	4	investors	investor	NOUN
easat-1530	15	5	should	should	AUX
easat-1530	15	6	be	be	AUX
easat-1530	15	7	more	more	ADV
easat-1530	15	8	cautious	cautious	ADJ
easat-1530	15	9	in	in	ADP
easat-1530	15	10	making	make	VERB
easat-1530	15	11	investment	investment	NOUN
easat-1530	15	12	decisions	decision	NOUN
easat-1530	15	13	by	by	ADP
easat-1530	15	14	paying	pay	VERB
easat-1530	15	15	attention	attention	NOUN
easat-1530	15	16	to	to	ADP
easat-1530	15	17	the	the	DET
easat-1530	15	18	variables	variable	NOUN
easat-1530	15	19	of	of	ADP
easat-1530	15	20	overconfidence	overconfidence	NOUN
easat-1530	15	21	,	,	PUNCT
easat-1530	15	22	optimism	optimism	NOUN
easat-1530	15	23	,	,	PUNCT
easat-1530	15	24	herding	herding	NOUN
easat-1530	15	25	effect	effect	NOUN
easat-1530	15	26	,	,	PUNCT
easat-1530	15	27	and	and	CCONJ
easat-1530	15	28	flexing	flex	VERB
easat-1530	15	29	social	social	ADJ
easat-1530	15	30	media	medium	NOUN
easat-1530	15	31	in	in	ADP
easat-1530	15	32	indonesia	indonesia	PROPN
easat-1530	15	33	.	.	PUNCT
easat-1530	16	1	keywords	keyword	NOUN
easat-1530	16	2	:	:	PUNCT
easat-1530	16	3	flexing	flex	VERB
easat-1530	16	4	,	,	PUNCT
easat-1530	16	5	investment	investment	NOUN
easat-1530	16	6	,	,	PUNCT
easat-1530	16	7	herding	herding	NOUN
easat-1530	16	8	effect	effect	NOUN
easat-1530	16	9	,	,	PUNCT
easat-1530	16	10	optimism	optimism	NOUN
easat-1530	16	11	,	,	PUNCT
easat-1530	16	12	overconfidence	overconfidence	NOUN
easat-1530	16	13	.	.	PUNCT
easat-1530	17	1	1	1	X
easat-1530	17	2	.	.	X
easat-1530	17	3	introduction	introduction	NOUN
easat-1530	17	4	nowadays	nowadays	ADV
easat-1530	17	5	,	,	PUNCT
easat-1530	17	6	the	the	DET
easat-1530	17	7	decisions	decision	NOUN
easat-1530	17	8	to	to	PART
easat-1530	17	9	invest	invest	VERB
easat-1530	17	10	have	have	AUX
easat-1530	17	11	increased	increase	VERB
easat-1530	17	12	by	by	ADP
easat-1530	17	13	individuals	individual	NOUN
easat-1530	17	14	.	.	PUNCT
easat-1530	18	1	according	accord	VERB
easat-1530	18	2	to	to	PART
easat-1530	18	3	teare	teare	VERB
easat-1530	18	4	[	[	X
easat-1530	18	5	1	1	NUM
easat-1530	18	6	]	]	PUNCT
easat-1530	18	7	,	,	PUNCT
easat-1530	18	8	the	the	DET
easat-1530	18	9	average	average	ADJ
easat-1530	18	10	investment	investment	NOUN
easat-1530	18	11	decision	decision	NOUN
easat-1530	18	12	of	of	ADP
easat-1530	18	13	up	up	ADP
easat-1530	18	14	to	to	PART
easat-1530	18	15	$	$	SYM
easat-1530	18	16	4	4	NUM
easat-1530	18	17	million	million	NUM
easat-1530	18	18	in	in	ADP
easat-1530	18	19	a	a	DET
easat-1530	18	20	start	start	NOUN
easat-1530	18	21	-	-	PUNCT
easat-1530	18	22	up	up	NOUN
easat-1530	18	23	is	be	AUX
easat-1530	18	24	one	one	NUM
easat-1530	18	25	of	of	ADP
easat-1530	18	26	the	the	DET
easat-1530	18	27	investment	investment	NOUN
easat-1530	18	28	products	product	NOUN
easat-1530	18	29	.	.	PUNCT
easat-1530	19	1	as	as	SCONJ
easat-1530	19	2	everyone	everyone	PRON
easat-1530	19	3	knows	know	VERB
easat-1530	19	4	,	,	PUNCT
easat-1530	19	5	many	many	ADJ
easat-1530	19	6	factors	factor	NOUN
easat-1530	19	7	affect	affect	VERB
easat-1530	19	8	the	the	DET
easat-1530	19	9	investor	investor	NOUN
easat-1530	19	10	.	.	PUNCT
easat-1530	20	1	based	base	VERB
easat-1530	20	2	on	on	ADP
easat-1530	20	3	external	external	ADJ
easat-1530	20	4	factors	factor	NOUN
easat-1530	20	5	,	,	PUNCT
easat-1530	20	6	there	there	PRON
easat-1530	20	7	are	be	VERB
easat-1530	20	8	macroeconomic	macroeconomic	ADJ
easat-1530	20	9	factors	factor	NOUN
easat-1530	20	10	and	and	CCONJ
easat-1530	20	11	microeconomic	microeconomic	ADJ
easat-1530	20	12	factors	factor	NOUN
easat-1530	20	13	that	that	PRON
easat-1530	20	14	can	can	AUX
easat-1530	20	15	influence	influence	VERB
easat-1530	20	16	investment	investment	NOUN
easat-1530	20	17	decisions	decision	NOUN
easat-1530	20	18	.	.	PUNCT
easat-1530	21	1	meanwhile	meanwhile	ADV
easat-1530	21	2	,	,	PUNCT
easat-1530	21	3	based	base	VERB
easat-1530	21	4	on	on	ADP
easat-1530	21	5	internal	internal	ADJ
easat-1530	21	6	factors	factor	NOUN
easat-1530	21	7	,	,	PUNCT
easat-1530	21	8	the	the	DET
easat-1530	21	9	decision	decision	NOUN
easat-1530	21	10	to	to	PART
easat-1530	21	11	invest	invest	VERB
easat-1530	21	12	is	be	AUX
easat-1530	21	13	influenced	influence	VERB
easat-1530	21	14	by	by	ADP
easat-1530	21	15	the	the	DET
easat-1530	21	16	thoughts	thought	NOUN
easat-1530	21	17	of	of	ADP
easat-1530	21	18	each	each	DET
easat-1530	21	19	investor	investor	NOUN
easat-1530	21	20	and	and	CCONJ
easat-1530	21	21	optimistic	optimistic	ADJ
easat-1530	21	22	behavior	behavior	NOUN
easat-1530	21	23	to	to	PART
easat-1530	21	24	get	get	VERB
easat-1530	21	25	the	the	DET
easat-1530	21	26	highest	high	ADJ
easat-1530	21	27	return	return	NOUN
easat-1530	21	28	on	on	ADP
easat-1530	21	29	their	their	PRON
easat-1530	21	30	investment	investment	NOUN
easat-1530	21	31	[	[	X
easat-1530	21	32	2	2	NUM
easat-1530	21	33	]	]	PUNCT
easat-1530	21	34	.	.	PUNCT
easat-1530	22	1	on	on	ADP
easat-1530	22	2	the	the	DET
easat-1530	22	3	other	other	ADJ
easat-1530	22	4	hand	hand	NOUN
easat-1530	22	5	,	,	PUNCT
easat-1530	22	6	investors	investor	NOUN
easat-1530	22	7	have	have	VERB
easat-1530	22	8	the	the	DET
easat-1530	22	9	highest	high	ADJ
easat-1530	22	10	opportunity	opportunity	NOUN
easat-1530	22	11	to	to	PART
easat-1530	22	12	play	play	VERB
easat-1530	22	13	out	out	ADP
easat-1530	22	14	in	in	ADP
easat-1530	22	15	the	the	DET
easat-1530	22	16	stock	stock	NOUN
easat-1530	22	17	markets	market	NOUN
easat-1530	22	18	because	because	SCONJ
easat-1530	22	19	of	of	ADP
easat-1530	22	20	their	their	PRON
easat-1530	22	21	preferences	preference	NOUN
easat-1530	22	22	on	on	ADP
easat-1530	22	23	risk	risk	NOUN
easat-1530	22	24	and	and	CCONJ
easat-1530	22	25	return	return	VERB
easat-1530	22	26	.	.	PUNCT
easat-1530	23	1	it	it	PRON
easat-1530	23	2	is	be	AUX
easat-1530	23	3	because	because	SCONJ
easat-1530	23	4	the	the	DET
easat-1530	23	5	preferences	preference	NOUN
easat-1530	23	6	to	to	PART
easat-1530	23	7	invest	invest	VERB
easat-1530	23	8	still	still	ADV
easat-1530	23	9	differ	differ	VERB
easat-1530	23	10	from	from	ADP
easat-1530	23	11	individual	individual	ADJ
easat-1530	23	12	to	to	ADP
easat-1530	23	13	individual	individual	NOUN
easat-1530	23	14	and	and	CCONJ
easat-1530	23	15	country	country	NOUN
easat-1530	23	16	to	to	ADP
easat-1530	23	17	country	country	NOUN
easat-1530	23	18	.	.	PUNCT
easat-1530	24	1	in	in	ADP
easat-1530	24	2	america	america	PROPN
easat-1530	24	3	,	,	PUNCT
easat-1530	24	4	the	the	DET
easat-1530	24	5	preferences	preference	NOUN
easat-1530	24	6	of	of	ADP
easat-1530	24	7	individuals	individual	NOUN
easat-1530	24	8	still	still	ADV
easat-1530	24	9	believe	believe	VERB
easat-1530	24	10	in	in	ADP
easat-1530	24	11	real	real	ADJ
easat-1530	24	12	estate	estate	NOUN
easat-1530	24	13	or	or	CCONJ
easat-1530	24	14	gold	gold	NOUN
easat-1530	24	15	,	,	PUNCT
easat-1530	24	16	especially	especially	ADV
easat-1530	24	17	for	for	ADP
easat-1530	24	18	long	long	ADJ
easat-1530	24	19	-	-	PUNCT
easat-1530	24	20	term	term	NOUN
easat-1530	24	21	investment	investment	NOUN
easat-1530	24	22	[	[	X
easat-1530	24	23	3	3	NUM
easat-1530	24	24	]	]	PUNCT
easat-1530	24	25	.	.	PUNCT
easat-1530	25	1	the	the	DET
easat-1530	25	2	belief	belief	NOUN
easat-1530	25	3	is	be	AUX
easat-1530	25	4	that	that	SCONJ
easat-1530	25	5	long	long	ADJ
easat-1530	25	6	-	-	PUNCT
easat-1530	25	7	term	term	NOUN
easat-1530	25	8	investment	investment	NOUN
easat-1530	25	9	has	have	VERB
easat-1530	25	10	the	the	DET
easat-1530	25	11	highest	high	ADJ
easat-1530	25	12	security	security	NOUN
easat-1530	25	13	during	during	ADP
easat-1530	25	14	economic	economic	ADJ
easat-1530	25	15	uncertainty	uncertainty	NOUN
easat-1530	25	16	,	,	PUNCT
easat-1530	25	17	especially	especially	ADV
easat-1530	25	18	on	on	ADP
easat-1530	25	19	the	the	DET
easat-1530	25	20	high	high	ADJ
easat-1530	25	21	demand	demand	NOUN
easat-1530	25	22	for	for	ADP
easat-1530	25	23	gold	gold	NOUN
easat-1530	25	24	increases	increase	NOUN
easat-1530	25	25	[	[	X
easat-1530	25	26	4	4	NUM
easat-1530	25	27	]	]	PUNCT
easat-1530	25	28	.	.	PUNCT
easat-1530	26	1	the	the	DET
easat-1530	26	2	preferences	preference	NOUN
easat-1530	26	3	in	in	ADP
easat-1530	26	4	america	america	PROPN
easat-1530	26	5	differ	differ	VERB
easat-1530	26	6	with	with	ADP
easat-1530	26	7	asian	asian	ADJ
easat-1530	26	8	countries	country	NOUN
easat-1530	26	9	because	because	SCONJ
easat-1530	26	10	of	of	ADP
easat-1530	26	11	different	different	ADJ
easat-1530	26	12	economic	economic	ADJ
easat-1530	26	13	conditions	condition	NOUN
easat-1530	26	14	.	.	PUNCT
easat-1530	27	1	in	in	ADP
easat-1530	27	2	previous	previous	ADJ
easat-1530	27	3	research	research	NOUN
easat-1530	27	4	from	from	ADP
easat-1530	27	5	widyastuti	widyastuti	NOUN
easat-1530	27	6	in	in	ADP
easat-1530	27	7	imron	imron	PROPN
easat-1530	27	8	et	et	PROPN
easat-1530	27	9	al	al	PROPN
easat-1530	27	10	.	.	PUNCT
easat-1530	28	1	[	[	X
easat-1530	28	2	5	5	NUM
easat-1530	28	3	]	]	PUNCT
easat-1530	28	4	,	,	PUNCT
easat-1530	28	5	psychological	psychological	ADJ
easat-1530	28	6	factors	factor	NOUN
easat-1530	28	7	can	can	AUX
easat-1530	28	8	influence	influence	VERB
easat-1530	28	9	investment	investment	NOUN
easat-1530	28	10	decisions	decision	NOUN
easat-1530	28	11	.	.	PUNCT
easat-1530	29	1	the	the	DET
easat-1530	29	2	psychological	psychological	ADJ
easat-1530	29	3	principles	principle	NOUN
easat-1530	29	4	of	of	ADP
easat-1530	29	5	investment	investment	NOUN
easat-1530	29	6	decisions	decision	NOUN
easat-1530	29	7	affect	affect	VERB
easat-1530	29	8	the	the	DET
easat-1530	29	9	preference	preference	NOUN
easat-1530	29	10	for	for	ADP
easat-1530	29	11	investment	investment	NOUN
easat-1530	29	12	products	product	NOUN
easat-1530	29	13	.	.	PUNCT
easat-1530	30	1	another	another	DET
easat-1530	30	2	study	study	NOUN
easat-1530	30	3	conducted	conduct	VERB
easat-1530	30	4	by	by	ADP
easat-1530	30	5	kahneman	kahneman	NOUN
easat-1530	30	6	[	[	X
easat-1530	30	7	6	6	NUM
easat-1530	30	8	]	]	PUNCT
easat-1530	30	9	explains	explain	VERB
easat-1530	30	10	that	that	SCONJ
easat-1530	30	11	the	the	DET
easat-1530	30	12	way	way	NOUN
easat-1530	30	13	of	of	ADP
easat-1530	30	14	thinking	thinking	NOUN
easat-1530	30	15	of	of	ADP
easat-1530	30	16	individuals	individual	NOUN
easat-1530	30	17	as	as	SCONJ
easat-1530	30	18	humans	human	NOUN
easat-1530	30	19	are	be	AUX
easat-1530	30	20	divided	divide	VERB
easat-1530	30	21	into	into	ADP
easat-1530	30	22	three	three	NUM
easat-1530	30	23	types	type	NOUN
easat-1530	30	24	,	,	PUNCT
easat-1530	30	25	1587	1587	NUM
easat-1530	30	26	edelweiss	edelweiss	PROPN
easat-1530	30	27	applied	apply	VERB
easat-1530	30	28	science	science	NOUN
easat-1530	30	29	and	and	CCONJ
easat-1530	30	30	technology	technology	NOUN
easat-1530	30	31	issn	issn	PROPN
easat-1530	30	32	:	:	PUNCT
easat-1530	30	33	2576	2576	NUM
easat-1530	30	34	-	-	SYM
easat-1530	30	35	8484	8484	NUM
easat-1530	30	36	vol	vol	NOUN
easat-1530	30	37	.	.	PROPN
easat-1530	30	38	8	8	NUM
easat-1530	30	39	,	,	PUNCT
easat-1530	30	40	no	no	INTJ
easat-1530	30	41	.	.	NOUN
easat-1530	30	42	4	4	NUM
easat-1530	30	43	:	:	PUNCT
easat-1530	30	44	1586	1586	NUM
easat-1530	30	45	-	-	SYM
easat-1530	30	46	1597	1597	NUM
easat-1530	30	47	,	,	PUNCT
easat-1530	30	48	2024	2024	NUM
easat-1530	30	49	doi	doi	NOUN
easat-1530	30	50	:	:	PUNCT
easat-1530	30	51	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	30	52	©	©	ADP
easat-1530	30	53	2024	2024	NUM
easat-1530	30	54	by	by	ADP
easat-1530	30	55	the	the	DET
easat-1530	30	56	authors	author	NOUN
easat-1530	30	57	;	;	PUNCT
easat-1530	30	58	licensee	licensee	PROPN
easat-1530	30	59	learning	learning	NOUN
easat-1530	30	60	gate	gate	NOUN
easat-1530	30	61	(	(	PUNCT
easat-1530	30	62	i	i	NOUN
easat-1530	30	63	)	)	PUNCT
easat-1530	30	64	decisions	decision	NOUN
easat-1530	30	65	by	by	ADP
easat-1530	30	66	considering	consider	VERB
easat-1530	30	67	risk	risk	NOUN
easat-1530	30	68	,	,	PUNCT
easat-1530	30	69	(	(	PUNCT
easat-1530	30	70	ii	ii	NOUN
easat-1530	30	71	)	)	PUNCT
easat-1530	30	72	intuitive	intuitive	ADJ
easat-1530	30	73	perception	perception	NOUN
easat-1530	30	74	,	,	PUNCT
easat-1530	30	75	and	and	CCONJ
easat-1530	30	76	(	(	PUNCT
easat-1530	30	77	iii	iii	X
easat-1530	30	78	)	)	PUNCT
easat-1530	30	79	analytical	analytical	ADJ
easat-1530	30	80	way	way	NOUN
easat-1530	30	81	of	of	ADP
easat-1530	30	82	thinking	thinking	NOUN
easat-1530	30	83	.	.	PUNCT
easat-1530	31	1	investment	investment	NOUN
easat-1530	31	2	decisions	decision	NOUN
easat-1530	31	3	have	have	VERB
easat-1530	31	4	a	a	DET
easat-1530	31	5	side	side	NOUN
easat-1530	31	6	of	of	ADP
easat-1530	31	7	rationality	rationality	NOUN
easat-1530	31	8	,	,	PUNCT
easat-1530	31	9	emotions	emotion	NOUN
easat-1530	31	10	,	,	PUNCT
easat-1530	31	11	and	and	CCONJ
easat-1530	31	12	irrationality	irrationality	NOUN
easat-1530	31	13	.	.	PUNCT
easat-1530	32	1	the	the	DET
easat-1530	32	2	theory	theory	NOUN
easat-1530	32	3	by	by	ADP
easat-1530	32	4	kahneman	kahneman	NOUN
easat-1530	32	5	and	and	CCONJ
easat-1530	32	6	tversky	tversky	ADJ
easat-1530	32	7	[	[	X
easat-1530	32	8	7	7	X
easat-1530	32	9	]	]	PUNCT
easat-1530	32	10	also	also	ADV
easat-1530	32	11	proves	prove	VERB
easat-1530	32	12	that	that	SCONJ
easat-1530	32	13	individual	individual	ADJ
easat-1530	32	14	irrational	irrational	ADJ
easat-1530	32	15	behavior	behavior	NOUN
easat-1530	32	16	and	and	CCONJ
easat-1530	32	17	emotional	emotional	ADJ
easat-1530	32	18	involvement	involvement	NOUN
easat-1530	32	19	affect	affect	VERB
easat-1530	32	20	the	the	DET
easat-1530	32	21	country	country	NOUN
easat-1530	32	22	's	's	PART
easat-1530	32	23	stock	stock	NOUN
easat-1530	32	24	market	market	NOUN
easat-1530	32	25	movements	movement	NOUN
easat-1530	32	26	and	and	CCONJ
easat-1530	32	27	finance	finance	NOUN
easat-1530	32	28	.	.	PUNCT
easat-1530	33	1	based	base	VERB
easat-1530	33	2	on	on	ADP
easat-1530	33	3	the	the	DET
easat-1530	33	4	many	many	ADJ
easat-1530	33	5	kinds	kind	NOUN
easat-1530	33	6	of	of	ADP
easat-1530	33	7	literature	literature	NOUN
easat-1530	33	8	,	,	PUNCT
easat-1530	33	9	irrational	irrational	ADJ
easat-1530	33	10	individual	individual	ADJ
easat-1530	33	11	viewpoints	viewpoint	NOUN
easat-1530	33	12	affect	affect	VERB
easat-1530	33	13	investment	investment	NOUN
easat-1530	33	14	biases	bias	NOUN
easat-1530	33	15	.	.	PUNCT
easat-1530	34	1	in	in	ADP
easat-1530	34	2	line	line	NOUN
easat-1530	34	3	with	with	ADP
easat-1530	34	4	imron	imron	NOUN
easat-1530	35	1	[	[	X
easat-1530	35	2	8	8	NUM
easat-1530	35	3	]	]	PUNCT
easat-1530	35	4	,	,	PUNCT
easat-1530	35	5	psychological	psychological	ADJ
easat-1530	35	6	factors	factor	NOUN
easat-1530	35	7	affect	affect	VERB
easat-1530	35	8	positive	positive	ADJ
easat-1530	35	9	and	and	CCONJ
easat-1530	35	10	negative	negative	ADJ
easat-1530	35	11	impacts	impact	NOUN
easat-1530	35	12	.	.	PUNCT
easat-1530	36	1	the	the	DET
easat-1530	36	2	negative	negative	ADJ
easat-1530	36	3	impact	impact	NOUN
easat-1530	36	4	influence	influence	NOUN
easat-1530	36	5	from	from	ADP
easat-1530	36	6	psychological	psychological	ADJ
easat-1530	36	7	factors	factor	NOUN
easat-1530	36	8	is	be	AUX
easat-1530	36	9	the	the	DET
easat-1530	36	10	rational	rational	ADJ
easat-1530	36	11	concept	concept	NOUN
easat-1530	36	12	of	of	ADP
easat-1530	36	13	investors	investor	NOUN
easat-1530	36	14	having	have	VERB
easat-1530	36	15	deviations	deviation	NOUN
easat-1530	36	16	in	in	ADP
easat-1530	36	17	behavioral	behavioral	ADJ
easat-1530	36	18	biases	bias	NOUN
easat-1530	36	19	socially	socially	ADV
easat-1530	36	20	,	,	PUNCT
easat-1530	36	21	cognitively	cognitively	ADV
easat-1530	36	22	,	,	PUNCT
easat-1530	36	23	and	and	CCONJ
easat-1530	36	24	emotionally	emotionally	ADV
easat-1530	36	25	.	.	PUNCT
easat-1530	37	1	related	relate	VERB
easat-1530	37	2	to	to	ADP
easat-1530	37	3	investment	investment	NOUN
easat-1530	37	4	bias	bias	NOUN
easat-1530	37	5	on	on	ADP
easat-1530	37	6	risk	risk	NOUN
easat-1530	37	7	-	-	PUNCT
easat-1530	37	8	taking	take	VERB
easat-1530	37	9	profiles	profile	NOUN
easat-1530	37	10	has	have	AUX
easat-1530	37	11	been	be	AUX
easat-1530	37	12	conducted	conduct	VERB
easat-1530	37	13	[	[	PUNCT
easat-1530	37	14	9	9	NUM
easat-1530	37	15	]	]	PUNCT
easat-1530	37	16	,	,	PUNCT
easat-1530	37	17	[	[	X
easat-1530	37	18	10	10	NUM
easat-1530	37	19	]	]	PUNCT
easat-1530	37	20	,	,	PUNCT
easat-1530	37	21	[	[	X
easat-1530	37	22	11	11	NUM
easat-1530	37	23	]	]	PUNCT
easat-1530	37	24	.	.	PUNCT
easat-1530	38	1	there	there	PRON
easat-1530	38	2	is	be	VERB
easat-1530	38	3	a	a	DET
easat-1530	38	4	psychological	psychological	ADJ
easat-1530	38	5	bias	bias	NOUN
easat-1530	38	6	in	in	ADP
easat-1530	38	7	the	the	DET
easat-1530	38	8	behavior	behavior	NOUN
easat-1530	38	9	of	of	ADP
easat-1530	38	10	economic	economic	ADJ
easat-1530	38	11	actors	actor	NOUN
easat-1530	38	12	and	and	CCONJ
easat-1530	38	13	the	the	DET
easat-1530	38	14	lack	lack	NOUN
easat-1530	38	15	of	of	ADP
easat-1530	38	16	rational	rational	ADJ
easat-1530	38	17	investment	investment	NOUN
easat-1530	38	18	models	model	NOUN
easat-1530	38	19	in	in	ADP
easat-1530	38	20	explaining	explain	VERB
easat-1530	38	21	the	the	DET
easat-1530	38	22	return	return	NOUN
easat-1530	38	23	of	of	ADP
easat-1530	38	24	stock	stock	NOUN
easat-1530	38	25	market	market	NOUN
easat-1530	38	26	trades	trade	NOUN
easat-1530	38	27	[	[	X
easat-1530	38	28	12	12	NUM
easat-1530	38	29	]	]	PUNCT
easat-1530	38	30	.	.	PUNCT
easat-1530	39	1	some	some	DET
easat-1530	39	2	individual	individual	ADJ
easat-1530	39	3	investors	investor	NOUN
easat-1530	39	4	consistently	consistently	ADV
easat-1530	39	5	face	face	VERB
easat-1530	39	6	poor	poor	ADJ
easat-1530	39	7	performance	performance	NOUN
easat-1530	39	8	due	due	ADP
easat-1530	39	9	to	to	ADP
easat-1530	39	10	a	a	DET
easat-1530	39	11	lack	lack	NOUN
easat-1530	39	12	of	of	ADP
easat-1530	39	13	theoretical	theoretical	ADJ
easat-1530	39	14	understanding	understanding	NOUN
easat-1530	39	15	of	of	ADP
easat-1530	39	16	the	the	DET
easat-1530	39	17	stock	stock	NOUN
easat-1530	39	18	market	market	NOUN
easat-1530	39	19	and	and	CCONJ
easat-1530	39	20	behavioral	behavioral	ADJ
easat-1530	39	21	biases	bias	NOUN
easat-1530	39	22	[	[	X
easat-1530	39	23	13	13	NUM
easat-1530	39	24	]	]	PUNCT
easat-1530	39	25	.	.	PUNCT
easat-1530	40	1	investment	investment	NOUN
easat-1530	40	2	biases	bias	NOUN
easat-1530	40	3	include	include	VERB
easat-1530	40	4	optimism	optimism	NOUN
easat-1530	40	5	and	and	CCONJ
easat-1530	40	6	overconfidence	overconfidence	NOUN
easat-1530	40	7	.	.	PUNCT
easat-1530	41	1	odean	odean	ADJ
easat-1530	41	2	[	[	X
easat-1530	41	3	14	14	NUM
easat-1530	41	4	]	]	PUNCT
easat-1530	41	5	argues	argue	VERB
easat-1530	41	6	that	that	SCONJ
easat-1530	41	7	overconfident	overconfident	ADJ
easat-1530	41	8	investors	investor	NOUN
easat-1530	41	9	impact	impact	VERB
easat-1530	41	10	the	the	DET
easat-1530	41	11	markets	market	NOUN
easat-1530	41	12	to	to	PART
easat-1530	41	13	react	react	VERB
easat-1530	41	14	to	to	ADP
easat-1530	41	15	less	less	ADV
easat-1530	41	16	rational	rational	ADJ
easat-1530	41	17	investor	investor	NOUN
easat-1530	41	18	information	information	NOUN
easat-1530	41	19	.	.	PUNCT
easat-1530	42	1	generational	generational	ADJ
easat-1530	42	2	bias	bias	NOUN
easat-1530	42	3	theory	theory	NOUN
easat-1530	42	4	fits	fit	VERB
easat-1530	42	5	perfectly	perfectly	ADV
easat-1530	42	6	with	with	ADP
easat-1530	42	7	previous	previous	ADJ
easat-1530	42	8	research	research	NOUN
easat-1530	42	9	showing	show	VERB
easat-1530	42	10	the	the	DET
easat-1530	42	11	role	role	NOUN
easat-1530	42	12	of	of	ADP
easat-1530	42	13	generational	generational	ADJ
easat-1530	42	14	influence	influence	NOUN
easat-1530	42	15	in	in	ADP
easat-1530	42	16	educational	educational	ADJ
easat-1530	42	17	choices	choice	NOUN
easat-1530	42	18	[	[	X
easat-1530	42	19	15	15	NUM
easat-1530	42	20	]	]	PUNCT
easat-1530	42	21	and	and	CCONJ
easat-1530	42	22	work	work	NOUN
easat-1530	42	23	behavior	behavior	NOUN
easat-1530	42	24	[	[	X
easat-1530	42	25	16	16	NUM
easat-1530	42	26	]	]	PUNCT
easat-1530	42	27	.	.	PUNCT
easat-1530	43	1	on	on	ADP
easat-1530	43	2	the	the	DET
easat-1530	43	3	other	other	ADJ
easat-1530	43	4	hand	hand	NOUN
easat-1530	43	5	,	,	PUNCT
easat-1530	43	6	investment	investment	NOUN
easat-1530	43	7	decisions	decision	NOUN
easat-1530	43	8	are	be	AUX
easat-1530	43	9	influenced	influence	VERB
easat-1530	43	10	by	by	ADP
easat-1530	43	11	generational	generational	ADJ
easat-1530	43	12	groups	group	NOUN
easat-1530	43	13	.	.	PUNCT
easat-1530	44	1	generational	generational	ADJ
easat-1530	44	2	group	group	NOUN
easat-1530	44	3	differences	difference	NOUN
easat-1530	44	4	prove	prove	VERB
easat-1530	44	5	differences	difference	NOUN
easat-1530	44	6	in	in	ADP
easat-1530	44	7	preferences	preference	NOUN
easat-1530	44	8	,	,	PUNCT
easat-1530	44	9	either	either	CCONJ
easat-1530	44	10	for	for	ADP
easat-1530	44	11	saving	save	VERB
easat-1530	44	12	or	or	CCONJ
easat-1530	44	13	choosing	choose	VERB
easat-1530	44	14	pension	pension	NOUN
easat-1530	44	15	funds	fund	NOUN
easat-1530	44	16	[	[	X
easat-1530	44	17	17	17	NUM
easat-1530	44	18	]	]	PUNCT
easat-1530	44	19	.	.	PUNCT
easat-1530	45	1	in	in	ADP
easat-1530	45	2	the	the	DET
easat-1530	45	3	millennial	millennial	ADJ
easat-1530	45	4	generation	generation	NOUN
easat-1530	45	5	,	,	PUNCT
easat-1530	45	6	the	the	DET
easat-1530	45	7	decision	decision	NOUN
easat-1530	45	8	to	to	PART
easat-1530	45	9	invest	invest	VERB
easat-1530	45	10	is	be	AUX
easat-1530	45	11	influenced	influence	VERB
easat-1530	45	12	by	by	ADP
easat-1530	45	13	the	the	DET
easat-1530	45	14	surrounding	surround	VERB
easat-1530	45	15	environment	environment	NOUN
easat-1530	45	16	,	,	PUNCT
easat-1530	45	17	such	such	ADJ
easat-1530	45	18	as	as	ADP
easat-1530	45	19	the	the	DET
easat-1530	45	20	herding	herding	NOUN
easat-1530	45	21	effect	effect	NOUN
easat-1530	45	22	.	.	PUNCT
easat-1530	46	1	in	in	ADP
easat-1530	46	2	previous	previous	ADJ
easat-1530	46	3	research	research	NOUN
easat-1530	46	4	conducted	conduct	VERB
easat-1530	46	5	by	by	ADP
easat-1530	46	6	dickason	dickason	NOUN
easat-1530	46	7	and	and	CCONJ
easat-1530	46	8	ferreira	ferreira	PROPN
easat-1530	46	9	[	[	X
easat-1530	46	10	18	18	NUM
easat-1530	46	11	]	]	PUNCT
easat-1530	46	12	,	,	PUNCT
easat-1530	46	13	the	the	DET
easat-1530	46	14	choice	choice	NOUN
easat-1530	46	15	of	of	ADP
easat-1530	46	16	millennials	millennial	NOUN
easat-1530	46	17	to	to	PART
easat-1530	46	18	invest	invest	VERB
easat-1530	46	19	is	be	AUX
easat-1530	46	20	influenced	influence	VERB
easat-1530	46	21	by	by	ADP
easat-1530	46	22	certain	certain	ADJ
easat-1530	46	23	ethnicities	ethnicity	NOUN
easat-1530	46	24	.	.	PUNCT
easat-1530	47	1	in	in	ADP
easat-1530	47	2	addition	addition	NOUN
easat-1530	47	3	to	to	ADP
easat-1530	47	4	the	the	DET
easat-1530	47	5	herding	herding	NOUN
easat-1530	47	6	effect	effect	NOUN
easat-1530	47	7	,	,	PUNCT
easat-1530	47	8	the	the	DET
easat-1530	47	9	desire	desire	NOUN
easat-1530	47	10	to	to	PART
easat-1530	47	11	show	show	VERB
easat-1530	47	12	financial	financial	ADJ
easat-1530	47	13	capabilities	capability	NOUN
easat-1530	47	14	through	through	ADP
easat-1530	47	15	social	social	ADJ
easat-1530	47	16	media	medium	NOUN
easat-1530	47	17	can	can	AUX
easat-1530	47	18	also	also	ADV
easat-1530	47	19	encourage	encourage	VERB
easat-1530	47	20	discriminatory	discriminatory	ADJ
easat-1530	47	21	behavior	behavior	NOUN
easat-1530	47	22	in	in	ADP
easat-1530	47	23	investing	investing	NOUN
easat-1530	47	24	.	.	PUNCT
easat-1530	48	1	bias	bias	NOUN
easat-1530	48	2	behaviors	behavior	NOUN
easat-1530	48	3	in	in	ADP
easat-1530	48	4	investment	investment	NOUN
easat-1530	48	5	are	be	AUX
easat-1530	48	6	also	also	ADV
easat-1530	48	7	indicated	indicate	VERB
easat-1530	48	8	in	in	ADP
easat-1530	48	9	indonesia	indonesia	PROPN
easat-1530	48	10	.	.	PUNCT
easat-1530	49	1	although	although	SCONJ
easat-1530	49	2	,	,	PUNCT
easat-1530	49	3	in	in	ADP
easat-1530	49	4	general	general	ADJ
easat-1530	49	5	,	,	PUNCT
easat-1530	49	6	the	the	DET
easat-1530	49	7	financial	financial	ADJ
easat-1530	49	8	literacy	literacy	NOUN
easat-1530	49	9	level	level	NOUN
easat-1530	49	10	in	in	ADP
easat-1530	49	11	indonesia	indonesia	PROPN
easat-1530	49	12	has	have	AUX
easat-1530	49	13	increased	increase	VERB
easat-1530	49	14	[	[	PUNCT
easat-1530	49	15	19	19	NUM
easat-1530	49	16	]	]	PUNCT
easat-1530	49	17	.	.	PUNCT
easat-1530	50	1	with	with	ADP
easat-1530	50	2	the	the	DET
easat-1530	50	3	highest	high	ADJ
easat-1530	50	4	financial	financial	ADJ
easat-1530	50	5	literacy	literacy	NOUN
easat-1530	50	6	has	have	VERB
easat-1530	50	7	the	the	DET
easat-1530	50	8	highest	high	ADJ
easat-1530	50	9	rationality	rationality	NOUN
easat-1530	50	10	.	.	PUNCT
easat-1530	51	1	being	be	AUX
easat-1530	51	2	well	well	ADV
easat-1530	51	3	-	-	PUNCT
easat-1530	51	4	literate	literate	ADJ
easat-1530	51	5	can	can	AUX
easat-1530	51	6	be	be	AUX
easat-1530	51	7	interpreted	interpret	VERB
easat-1530	51	8	as	as	ADP
easat-1530	51	9	the	the	DET
easat-1530	51	10	personal	personal	ADJ
easat-1530	51	11	ability	ability	NOUN
easat-1530	51	12	to	to	PART
easat-1530	51	13	understand	understand	VERB
easat-1530	51	14	and	and	CCONJ
easat-1530	51	15	create	create	VERB
easat-1530	51	16	financial	financial	ADJ
easat-1530	51	17	concepts	concept	NOUN
easat-1530	51	18	[	[	X
easat-1530	51	19	20	20	NUM
easat-1530	51	20	]	]	PUNCT
easat-1530	51	21	.	.	PUNCT
easat-1530	52	1	based	base	VERB
easat-1530	52	2	on	on	ADP
easat-1530	52	3	press	press	NOUN
easat-1530	52	4	release	release	NOUN
easat-1530	52	5	data	datum	NOUN
easat-1530	52	6	from	from	ADP
easat-1530	52	7	ksei	ksei	ADJ
easat-1530	52	8	,	,	PUNCT
easat-1530	52	9	the	the	DET
easat-1530	52	10	distribution	distribution	NOUN
easat-1530	52	11	of	of	ADP
easat-1530	52	12	domestic	domestic	ADJ
easat-1530	52	13	investors	investor	NOUN
easat-1530	52	14	in	in	ADP
easat-1530	52	15	indonesia	indonesia	PROPN
easat-1530	52	16	is	be	AUX
easat-1530	52	17	spread	spread	VERB
easat-1530	52	18	by	by	ADP
easat-1530	52	19	71.87	71.87	NUM
easat-1530	52	20	%	%	NOUN
easat-1530	52	21	in	in	ADP
easat-1530	52	22	java	java	PROPN
easat-1530	52	23	.	.	PUNCT
easat-1530	53	1	the	the	DET
easat-1530	53	2	distribution	distribution	NOUN
easat-1530	53	3	of	of	ADP
easat-1530	53	4	single	single	ADJ
easat-1530	53	5	investor	investor	NOUN
easat-1530	53	6	identification	identification	NOUN
easat-1530	53	7	(	(	PUNCT
easat-1530	53	8	sid	sid	PROPN
easat-1530	53	9	)	)	PUNCT
easat-1530	53	10	in	in	ADP
easat-1530	53	11	java	java	PROPN
easat-1530	53	12	island	island	PROPN
easat-1530	53	13	is	be	AUX
easat-1530	53	14	divided	divide	VERB
easat-1530	53	15	into	into	ADP
easat-1530	53	16	three	three	NUM
easat-1530	53	17	parts	part	NOUN
easat-1530	53	18	,	,	PUNCT
easat-1530	53	19	(	(	PUNCT
easat-1530	53	20	i	i	NOUN
easat-1530	53	21	)	)	PUNCT
easat-1530	53	22	east	east	PROPN
easat-1530	53	23	java	java	PROPN
easat-1530	53	24	,	,	PUNCT
easat-1530	53	25	(	(	PUNCT
easat-1530	53	26	ii	ii	NOUN
easat-1530	53	27	)	)	PUNCT
easat-1530	53	28	central	central	ADJ
easat-1530	53	29	java	java	NOUN
easat-1530	53	30	,	,	PUNCT
easat-1530	53	31	and	and	CCONJ
easat-1530	53	32	(	(	PUNCT
easat-1530	53	33	iii	iii	X
easat-1530	53	34	)	)	PUNCT
easat-1530	53	35	west	west	PROPN
easat-1530	53	36	java	java	PROPN
easat-1530	53	37	.	.	PUNCT
easat-1530	54	1	however	however	ADV
easat-1530	54	2	,	,	PUNCT
easat-1530	54	3	some	some	DET
easat-1530	54	4	individuals	individual	NOUN
easat-1530	54	5	need	need	VERB
easat-1530	54	6	help	help	VERB
easat-1530	54	7	understanding	understand	VERB
easat-1530	54	8	investment	investment	NOUN
easat-1530	54	9	products	product	NOUN
easat-1530	54	10	and	and	CCONJ
easat-1530	54	11	services	service	NOUN
easat-1530	54	12	in	in	ADP
easat-1530	54	13	indonesia	indonesia	PROPN
easat-1530	54	14	.	.	PUNCT
easat-1530	55	1	thus	thus	ADV
easat-1530	55	2	,	,	PUNCT
easat-1530	55	3	there	there	PRON
easat-1530	55	4	are	be	VERB
easat-1530	55	5	individuals	individual	NOUN
easat-1530	55	6	still	still	ADV
easat-1530	55	7	invested	invest	VERB
easat-1530	55	8	in	in	ADP
easat-1530	55	9	illegal	illegal	ADJ
easat-1530	55	10	products	product	NOUN
easat-1530	55	11	.	.	PUNCT
easat-1530	56	1	financial	financial	ADJ
easat-1530	56	2	literacy	literacy	NOUN
easat-1530	56	3	positively	positively	ADV
easat-1530	56	4	affects	affect	VERB
easat-1530	56	5	the	the	DET
easat-1530	56	6	ability	ability	NOUN
easat-1530	56	7	to	to	PART
easat-1530	56	8	detect	detect	VERB
easat-1530	56	9	investment	investment	NOUN
easat-1530	56	10	fraud	fraud	NOUN
easat-1530	56	11	.	.	PUNCT
easat-1530	57	1	this	this	DET
easat-1530	57	2	well	well	ADV
easat-1530	57	3	-	-	PUNCT
easat-1530	57	4	literary	literary	ADJ
easat-1530	57	5	phenomenon	phenomenon	NOUN
easat-1530	57	6	in	in	ADP
easat-1530	57	7	indonesia	indonesia	PROPN
easat-1530	57	8	indicates	indicate	VERB
easat-1530	57	9	an	an	DET
easat-1530	57	10	anomaly	anomaly	NOUN
easat-1530	57	11	in	in	ADP
easat-1530	57	12	the	the	DET
easat-1530	57	13	decision	decision	NOUN
easat-1530	57	14	to	to	PART
easat-1530	57	15	invest	invest	VERB
easat-1530	57	16	illegally	illegally	ADV
easat-1530	57	17	or	or	CCONJ
easat-1530	57	18	by	by	ADP
easat-1530	57	19	prioritizing	prioritize	VERB
easat-1530	57	20	discriminatory	discriminatory	ADJ
easat-1530	57	21	behavior	behavior	NOUN
easat-1530	57	22	.	.	PUNCT
easat-1530	58	1	therefore	therefore	ADV
easat-1530	58	2	,	,	PUNCT
easat-1530	58	3	it	it	PRON
easat-1530	58	4	is	be	AUX
easat-1530	58	5	crucial	crucial	ADJ
easat-1530	58	6	to	to	PART
easat-1530	58	7	study	study	VERB
easat-1530	58	8	the	the	DET
easat-1530	58	9	effects	effect	NOUN
easat-1530	58	10	of	of	ADP
easat-1530	58	11	biased	biased	ADJ
easat-1530	58	12	behaviors	behavior	NOUN
easat-1530	58	13	on	on	ADP
easat-1530	58	14	stock	stock	NOUN
easat-1530	58	15	market	market	NOUN
easat-1530	58	16	performances	performance	NOUN
easat-1530	58	17	[	[	X
easat-1530	58	18	21	21	NUM
easat-1530	58	19	]	]	PUNCT
easat-1530	58	20	,	,	PUNCT
easat-1530	58	21	[	[	X
easat-1530	58	22	22	22	NUM
easat-1530	58	23	]	]	PUNCT
easat-1530	58	24	.	.	PUNCT
easat-1530	59	1	investors	investor	NOUN
easat-1530	59	2	with	with	ADP
easat-1530	59	3	discriminatory	discriminatory	ADJ
easat-1530	59	4	behavior	behavior	NOUN
easat-1530	59	5	tend	tend	VERB
easat-1530	59	6	to	to	PART
easat-1530	59	7	experience	experience	VERB
easat-1530	59	8	greater	great	ADJ
easat-1530	59	9	risk	risk	NOUN
easat-1530	59	10	[	[	X
easat-1530	59	11	23	23	NUM
easat-1530	59	12	]	]	PUNCT
easat-1530	59	13	.	.	PUNCT
easat-1530	60	1	this	this	DET
easat-1530	60	2	research	research	NOUN
easat-1530	60	3	will	will	AUX
easat-1530	60	4	focus	focus	VERB
easat-1530	60	5	on	on	ADP
easat-1530	60	6	four	four	NUM
easat-1530	60	7	biases	bias	NOUN
easat-1530	60	8	,	,	PUNCT
easat-1530	60	9	overconfidence	overconfidence	NOUN
easat-1530	60	10	bias	bias	NOUN
easat-1530	60	11	,	,	PUNCT
easat-1530	60	12	optimism	optimism	NOUN
easat-1530	60	13	bias	bias	NOUN
easat-1530	60	14	,	,	PUNCT
easat-1530	60	15	herding	herding	NOUN
easat-1530	60	16	effect	effect	NOUN
easat-1530	60	17	,	,	PUNCT
easat-1530	60	18	and	and	CCONJ
easat-1530	60	19	flexing	flex	VERB
easat-1530	60	20	on	on	ADP
easat-1530	60	21	social	social	ADJ
easat-1530	60	22	media	medium	NOUN
easat-1530	60	23	.	.	PUNCT
easat-1530	61	1	therefore	therefore	ADV
easat-1530	61	2	,	,	PUNCT
easat-1530	61	3	this	this	DET
easat-1530	61	4	study	study	NOUN
easat-1530	61	5	aims	aim	VERB
easat-1530	61	6	to	to	PART
easat-1530	61	7	analyze	analyze	VERB
easat-1530	61	8	the	the	DET
easat-1530	61	9	behavior	behavior	NOUN
easat-1530	61	10	of	of	ADP
easat-1530	61	11	investors	investor	NOUN
easat-1530	61	12	in	in	ADP
easat-1530	61	13	making	make	VERB
easat-1530	61	14	financial	financial	ADJ
easat-1530	61	15	investments	investment	NOUN
easat-1530	61	16	so	so	SCONJ
easat-1530	61	17	that	that	SCONJ
easat-1530	61	18	in	in	ADP
easat-1530	61	19	the	the	DET
easat-1530	61	20	future	future	NOUN
easat-1530	61	21	,	,	PUNCT
easat-1530	61	22	investors	investor	NOUN
easat-1530	61	23	can	can	AUX
easat-1530	61	24	be	be	AUX
easat-1530	61	25	more	more	ADV
easat-1530	61	26	careful	careful	ADJ
easat-1530	61	27	in	in	ADP
easat-1530	61	28	making	make	VERB
easat-1530	61	29	investment	investment	NOUN
easat-1530	61	30	decisions	decision	NOUN
easat-1530	61	31	that	that	PRON
easat-1530	61	32	will	will	AUX
easat-1530	61	33	be	be	AUX
easat-1530	61	34	carried	carry	VERB
easat-1530	61	35	out	out	ADP
easat-1530	61	36	by	by	ADP
easat-1530	61	37	paying	pay	VERB
easat-1530	61	38	attention	attention	NOUN
easat-1530	61	39	to	to	ADP
easat-1530	61	40	the	the	DET
easat-1530	61	41	variables	variable	NOUN
easat-1530	61	42	of	of	ADP
easat-1530	61	43	overconfidence	overconfidence	NOUN
easat-1530	61	44	,	,	PUNCT
easat-1530	61	45	optimism	optimism	NOUN
easat-1530	61	46	,	,	PUNCT
easat-1530	61	47	herding	herding	NOUN
easat-1530	61	48	effect	effect	NOUN
easat-1530	61	49	,	,	PUNCT
easat-1530	61	50	and	and	CCONJ
easat-1530	61	51	flexing	flex	VERB
easat-1530	61	52	social	social	ADJ
easat-1530	61	53	media	medium	NOUN
easat-1530	61	54	in	in	ADP
easat-1530	61	55	indonesia	indonesia	PROPN
easat-1530	61	56	.	.	PUNCT
easat-1530	62	1	this	this	DET
easat-1530	62	2	study	study	NOUN
easat-1530	62	3	used	use	VERB
easat-1530	62	4	primary	primary	ADJ
easat-1530	62	5	data	datum	NOUN
easat-1530	62	6	with	with	ADP
easat-1530	62	7	descriptive	descriptive	ADJ
easat-1530	62	8	quantitative	quantitative	ADJ
easat-1530	62	9	analysis	analysis	NOUN
easat-1530	62	10	.	.	PUNCT
easat-1530	63	1	the	the	DET
easat-1530	63	2	number	number	NOUN
easat-1530	63	3	of	of	ADP
easat-1530	63	4	respondents	respondent	NOUN
easat-1530	63	5	used	use	VERB
easat-1530	63	6	in	in	ADP
easat-1530	63	7	the	the	DET
easat-1530	63	8	overall	overall	ADJ
easat-1530	63	9	research	research	NOUN
easat-1530	63	10	was	be	AUX
easat-1530	63	11	400	400	NUM
easat-1530	63	12	,	,	PUNCT
easat-1530	63	13	with	with	ADP
easat-1530	63	14	criteria	criterion	NOUN
easat-1530	63	15	for	for	ADP
easat-1530	63	16	investment	investment	NOUN
easat-1530	63	17	products	product	NOUN
easat-1530	63	18	.	.	PUNCT
easat-1530	64	1	the	the	DET
easat-1530	64	2	data	data	NOUN
easat-1530	64	3	collection	collection	NOUN
easat-1530	64	4	results	result	NOUN
easat-1530	64	5	were	be	AUX
easat-1530	64	6	analyzed	analyze	VERB
easat-1530	64	7	to	to	PART
easat-1530	64	8	determine	determine	VERB
easat-1530	64	9	the	the	DET
easat-1530	64	10	impact	impact	NOUN
easat-1530	64	11	of	of	ADP
easat-1530	64	12	discriminatory	discriminatory	ADJ
easat-1530	64	13	behavior	behavior	NOUN
easat-1530	64	14	on	on	ADP
easat-1530	64	15	the	the	DET
easat-1530	64	16	investment	investment	NOUN
easat-1530	64	17	decisions	decision	NOUN
easat-1530	64	18	of	of	ADP
easat-1530	64	19	indonesian	indonesian	PROPN
easat-1530	64	20	.	.	PUNCT
easat-1530	65	1	not	not	PART
easat-1530	65	2	only	only	ADV
easat-1530	65	3	quantitative	quantitative	ADJ
easat-1530	65	4	analysis	analysis	NOUN
easat-1530	65	5	,	,	PUNCT
easat-1530	65	6	this	this	DET
easat-1530	65	7	study	study	NOUN
easat-1530	65	8	also	also	ADV
easat-1530	65	9	describes	describe	VERB
easat-1530	65	10	the	the	DET
easat-1530	65	11	results	result	NOUN
easat-1530	65	12	of	of	ADP
easat-1530	65	13	descriptive	descriptive	ADJ
easat-1530	65	14	analysis	analysis	NOUN
easat-1530	65	15	to	to	PART
easat-1530	65	16	determine	determine	VERB
easat-1530	65	17	the	the	DET
easat-1530	65	18	characteristics	characteristic	NOUN
easat-1530	65	19	of	of	ADP
easat-1530	65	20	respondents	respondent	NOUN
easat-1530	65	21	.	.	PUNCT
easat-1530	66	1	this	this	DET
easat-1530	66	2	paper	paper	NOUN
easat-1530	66	3	is	be	AUX
easat-1530	66	4	structured	structure	VERB
easat-1530	66	5	as	as	SCONJ
easat-1530	66	6	follows	follow	VERB
easat-1530	66	7	.	.	PUNCT
easat-1530	67	1	section	section	NOUN
easat-1530	67	2	2	2	NUM
easat-1530	67	3	presents	present	VERB
easat-1530	67	4	the	the	DET
easat-1530	67	5	literature	literature	NOUN
easat-1530	67	6	review	review	NOUN
easat-1530	67	7	and	and	CCONJ
easat-1530	67	8	previous	previous	ADJ
easat-1530	67	9	studies	study	NOUN
easat-1530	67	10	about	about	ADP
easat-1530	67	11	the	the	DET
easat-1530	67	12	investment	investment	NOUN
easat-1530	67	13	decision	decision	NOUN
easat-1530	67	14	and	and	CCONJ
easat-1530	67	15	the	the	DET
easat-1530	67	16	factors	factor	NOUN
easat-1530	67	17	that	that	PRON
easat-1530	67	18	affect	affect	VERB
easat-1530	67	19	it	it	PRON
easat-1530	67	20	.	.	PUNCT
easat-1530	68	1	section	section	NOUN
easat-1530	68	2	3	3	NUM
easat-1530	68	3	explained	explain	VERB
easat-1530	68	4	the	the	DET
easat-1530	68	5	methodology	methodology	NOUN
easat-1530	68	6	and	and	CCONJ
easat-1530	68	7	the	the	DET
easat-1530	68	8	characteristics	characteristic	NOUN
easat-1530	68	9	of	of	ADP
easat-1530	68	10	respondents	respondent	NOUN
easat-1530	68	11	.	.	PUNCT
easat-1530	69	1	meanwhile	meanwhile	ADV
easat-1530	69	2	,	,	PUNCT
easat-1530	69	3	section	section	NOUN
easat-1530	69	4	4	4	NUM
easat-1530	69	5	is	be	AUX
easat-1530	69	6	about	about	ADP
easat-1530	69	7	the	the	DET
easat-1530	69	8	results	result	NOUN
easat-1530	69	9	and	and	CCONJ
easat-1530	69	10	discussion	discussion	NOUN
easat-1530	69	11	,	,	PUNCT
easat-1530	69	12	and	and	CCONJ
easat-1530	69	13	section	section	NOUN
easat-1530	69	14	5	5	NUM
easat-1530	69	15	is	be	AUX
easat-1530	69	16	about	about	ADP
easat-1530	69	17	the	the	DET
easat-1530	69	18	conclusions	conclusion	NOUN
easat-1530	69	19	.	.	PUNCT
easat-1530	70	1	2	2	X
easat-1530	70	2	.	.	X
easat-1530	70	3	literature	literature	NOUN
easat-1530	70	4	review	review	PROPN
easat-1530	70	5	over	over	ADP
easat-1530	70	6	two	two	NUM
easat-1530	70	7	decades	decade	NOUN
easat-1530	70	8	,	,	PUNCT
easat-1530	70	9	rapid	rapid	ADJ
easat-1530	70	10	developments	development	NOUN
easat-1530	70	11	have	have	AUX
easat-1530	70	12	impacted	impact	VERB
easat-1530	70	13	decision	decision	NOUN
easat-1530	70	14	-	-	PUNCT
easat-1530	70	15	making	making	NOUN
easat-1530	70	16	to	to	PART
easat-1530	70	17	invest	invest	VERB
easat-1530	70	18	in	in	ADP
easat-1530	70	19	the	the	DET
easat-1530	70	20	hope	hope	NOUN
easat-1530	70	21	of	of	ADP
easat-1530	70	22	maximum	maximum	ADJ
easat-1530	70	23	profits	profit	NOUN
easat-1530	70	24	.	.	PUNCT
easat-1530	71	1	investments	investment	NOUN
easat-1530	71	2	in	in	ADP
easat-1530	71	3	financial	financial	ADJ
easat-1530	71	4	assets	asset	NOUN
easat-1530	71	5	are	be	AUX
easat-1530	71	6	divided	divide	VERB
easat-1530	71	7	into	into	ADP
easat-1530	71	8	two	two	NUM
easat-1530	71	9	:	:	PUNCT
easat-1530	71	10	direct	direct	ADJ
easat-1530	71	11	investment	investment	NOUN
easat-1530	71	12	and	and	CCONJ
easat-1530	71	13	indirect	indirect	ADJ
easat-1530	71	14	1588	1588	NUM
easat-1530	71	15	edelweiss	edelweiss	PROPN
easat-1530	71	16	applied	apply	VERB
easat-1530	71	17	science	science	NOUN
easat-1530	71	18	and	and	CCONJ
easat-1530	71	19	technology	technology	NOUN
easat-1530	71	20	issn	issn	PROPN
easat-1530	71	21	:	:	PUNCT
easat-1530	71	22	2576	2576	NUM
easat-1530	71	23	-	-	SYM
easat-1530	71	24	8484	8484	NUM
easat-1530	71	25	vol	vol	NOUN
easat-1530	71	26	.	.	PROPN
easat-1530	72	1	8	8	NUM
easat-1530	72	2	,	,	PUNCT
easat-1530	72	3	no	no	INTJ
easat-1530	72	4	.	.	NOUN
easat-1530	72	5	4	4	NUM
easat-1530	72	6	:	:	PUNCT
easat-1530	72	7	1586	1586	NUM
easat-1530	72	8	-	-	SYM
easat-1530	72	9	1597	1597	NUM
easat-1530	72	10	,	,	PUNCT
easat-1530	72	11	2024	2024	NUM
easat-1530	72	12	doi	doi	NOUN
easat-1530	72	13	:	:	PUNCT
easat-1530	72	14	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	72	15	©	©	ADP
easat-1530	72	16	2024	2024	NUM
easat-1530	72	17	by	by	ADP
easat-1530	72	18	the	the	DET
easat-1530	72	19	authors	author	NOUN
easat-1530	72	20	;	;	PUNCT
easat-1530	73	1	licensee	licensee	PROPN
easat-1530	73	2	learning	learn	VERB
easat-1530	73	3	gate	gate	NOUN
easat-1530	73	4	investment	investment	NOUN
easat-1530	73	5	.	.	PUNCT
easat-1530	74	1	direct	direct	ADJ
easat-1530	74	2	investment	investment	NOUN
easat-1530	74	3	means	mean	VERB
easat-1530	74	4	that	that	SCONJ
easat-1530	74	5	the	the	DET
easat-1530	74	6	owner	owner	NOUN
easat-1530	74	7	can	can	AUX
easat-1530	74	8	determine	determine	VERB
easat-1530	74	9	the	the	DET
easat-1530	74	10	wisdom	wisdom	NOUN
easat-1530	74	11	that	that	PRON
easat-1530	74	12	affects	affect	VERB
easat-1530	74	13	his	his	PRON
easat-1530	74	14	investment	investment	NOUN
easat-1530	74	15	by	by	ADP
easat-1530	74	16	owning	own	VERB
easat-1530	74	17	securities	security	NOUN
easat-1530	74	18	or	or	CCONJ
easat-1530	74	19	shares	share	NOUN
easat-1530	74	20	and	and	CCONJ
easat-1530	74	21	managing	manage	VERB
easat-1530	74	22	them	they	PRON
easat-1530	74	23	himself	himself	PRON
easat-1530	74	24	.	.	PUNCT
easat-1530	75	1	meanwhile	meanwhile	ADV
easat-1530	75	2	,	,	PUNCT
easat-1530	75	3	investment	investment	NOUN
easat-1530	75	4	is	be	AUX
easat-1530	75	5	indirectly	indirectly	ADV
easat-1530	75	6	defined	define	VERB
easat-1530	75	7	as	as	ADP
easat-1530	75	8	the	the	DET
easat-1530	75	9	management	management	NOUN
easat-1530	75	10	of	of	ADP
easat-1530	75	11	securities	security	NOUN
easat-1530	75	12	represented	represent	VERB
easat-1530	75	13	by	by	ADP
easat-1530	75	14	an	an	DET
easat-1530	75	15	institution	institution	NOUN
easat-1530	75	16	that	that	PRON
easat-1530	75	17	processes	process	VERB
easat-1530	75	18	the	the	DET
easat-1530	75	19	investments	investment	NOUN
easat-1530	75	20	of	of	ADP
easat-1530	75	21	the	the	DET
easat-1530	75	22	holders	holder	NOUN
easat-1530	75	23	of	of	ADP
easat-1530	75	24	these	these	DET
easat-1530	75	25	securities	security	NOUN
easat-1530	75	26	[	[	X
easat-1530	75	27	24	24	NUM
easat-1530	75	28	]	]	PUNCT
easat-1530	75	29	.	.	PUNCT
easat-1530	76	1	the	the	DET
easat-1530	76	2	decision	decision	NOUN
easat-1530	76	3	of	of	ADP
easat-1530	76	4	an	an	DET
easat-1530	76	5	individual	individual	NOUN
easat-1530	76	6	to	to	PART
easat-1530	76	7	invest	invest	VERB
easat-1530	76	8	,	,	PUNCT
easat-1530	76	9	one	one	NUM
easat-1530	76	10	of	of	ADP
easat-1530	76	11	which	which	PRON
easat-1530	76	12	can	can	AUX
easat-1530	76	13	be	be	AUX
easat-1530	76	14	influenced	influence	VERB
easat-1530	76	15	by	by	ADP
easat-1530	76	16	financial	financial	ADJ
easat-1530	76	17	literacy	literacy	NOUN
easat-1530	76	18	.	.	PUNCT
easat-1530	77	1	financial	financial	ADJ
easat-1530	77	2	literacy	literacy	NOUN
easat-1530	77	3	can	can	AUX
easat-1530	77	4	be	be	AUX
easat-1530	77	5	defined	define	VERB
easat-1530	77	6	as	as	ADP
easat-1530	77	7	knowledge	knowledge	NOUN
easat-1530	77	8	of	of	ADP
easat-1530	77	9	a	a	DET
easat-1530	77	10	concept	concept	NOUN
easat-1530	77	11	,	,	PUNCT
easat-1530	77	12	fact	fact	NOUN
easat-1530	77	13	,	,	PUNCT
easat-1530	77	14	principle	principle	NOUN
easat-1530	77	15	,	,	PUNCT
easat-1530	77	16	or	or	CCONJ
easat-1530	77	17	technological	technological	ADJ
easat-1530	77	18	tool	tool	NOUN
easat-1530	77	19	to	to	PART
easat-1530	77	20	manage	manage	VERB
easat-1530	77	21	money	money	NOUN
easat-1530	77	22	.	.	PUNCT
easat-1530	78	1	in	in	ADP
easat-1530	78	2	investment	investment	NOUN
easat-1530	78	3	decisions	decision	NOUN
easat-1530	78	4	,	,	PUNCT
easat-1530	78	5	financial	financial	ADJ
easat-1530	78	6	behavior	behavior	NOUN
easat-1530	78	7	is	be	AUX
easat-1530	78	8	essential	essential	ADJ
easat-1530	78	9	for	for	ADP
easat-1530	78	10	an	an	DET
easat-1530	78	11	investor	investor	NOUN
easat-1530	78	12	because	because	SCONJ
easat-1530	78	13	financial	financial	ADJ
easat-1530	78	14	behavior	behavior	NOUN
easat-1530	78	15	is	be	AUX
easat-1530	78	16	a	a	DET
easat-1530	78	17	basic	basic	ADJ
easat-1530	78	18	approach	approach	NOUN
easat-1530	78	19	.	.	PUNCT
easat-1530	79	1	to	to	PART
easat-1530	79	2	make	make	VERB
easat-1530	79	3	investment	investment	NOUN
easat-1530	79	4	decisions	decision	NOUN
easat-1530	79	5	,	,	PUNCT
easat-1530	79	6	investors	investor	NOUN
easat-1530	79	7	minimize	minimize	VERB
easat-1530	79	8	the	the	DET
easat-1530	79	9	investment	investment	NOUN
easat-1530	79	10	risks	risk	NOUN
easat-1530	79	11	.	.	PUNCT
easat-1530	80	1	so	so	ADV
easat-1530	80	2	,	,	PUNCT
easat-1530	80	3	investors	investor	NOUN
easat-1530	80	4	need	need	VERB
easat-1530	80	5	attention	attention	NOUN
easat-1530	80	6	to	to	PART
easat-1530	80	7	know	know	VERB
easat-1530	80	8	the	the	DET
easat-1530	80	9	macro	macro	ADJ
easat-1530	80	10	and	and	CCONJ
easat-1530	80	11	micro	micro	ADJ
easat-1530	80	12	conditions	condition	NOUN
easat-1530	80	13	to	to	PART
easat-1530	80	14	get	get	VERB
easat-1530	80	15	a	a	DET
easat-1530	80	16	high	high	ADJ
easat-1530	80	17	return	return	NOUN
easat-1530	80	18	.	.	PUNCT
easat-1530	81	1	in	in	ADP
easat-1530	81	2	this	this	DET
easat-1530	81	3	case	case	NOUN
easat-1530	81	4	,	,	PUNCT
easat-1530	81	5	macro	macro	ADJ
easat-1530	81	6	conditions	condition	NOUN
easat-1530	81	7	include	include	VERB
easat-1530	81	8	income	income	NOUN
easat-1530	81	9	,	,	PUNCT
easat-1530	81	10	interest	interest	NOUN
easat-1530	81	11	rates	rate	NOUN
easat-1530	81	12	,	,	PUNCT
easat-1530	81	13	and	and	CCONJ
easat-1530	81	14	inflation	inflation	NOUN
easat-1530	81	15	.	.	PUNCT
easat-1530	82	1	at	at	ADP
easat-1530	82	2	the	the	DET
easat-1530	82	3	same	same	ADJ
easat-1530	82	4	time	time	NOUN
easat-1530	82	5	,	,	PUNCT
easat-1530	82	6	the	the	DET
easat-1530	82	7	micro	micro	ADJ
easat-1530	82	8	condition	condition	NOUN
easat-1530	82	9	is	be	AUX
easat-1530	82	10	related	relate	VERB
easat-1530	82	11	to	to	ADP
easat-1530	82	12	the	the	DET
easat-1530	82	13	liquidity	liquidity	NOUN
easat-1530	82	14	of	of	ADP
easat-1530	82	15	an	an	DET
easat-1530	82	16	enterprise	enterprise	NOUN
easat-1530	82	17	.	.	PUNCT
easat-1530	83	1	the	the	DET
easat-1530	83	2	behavior	behavior	NOUN
easat-1530	83	3	of	of	ADP
easat-1530	83	4	each	each	DET
easat-1530	83	5	individual	individual	NOUN
easat-1530	83	6	is	be	AUX
easat-1530	83	7	dynamic	dynamic	ADJ
easat-1530	83	8	,	,	PUNCT
easat-1530	83	9	constantly	constantly	ADV
easat-1530	83	10	evolving	evolve	VERB
easat-1530	83	11	with	with	ADP
easat-1530	83	12	the	the	DET
easat-1530	83	13	times	time	NOUN
easat-1530	83	14	and	and	CCONJ
easat-1530	83	15	the	the	DET
easat-1530	83	16	behavior	behavior	NOUN
easat-1530	83	17	of	of	ADP
easat-1530	83	18	individuals	individual	NOUN
easat-1530	83	19	around	around	ADP
easat-1530	83	20	him	he	PRON
easat-1530	83	21	.	.	PUNCT
easat-1530	84	1	it	it	PRON
easat-1530	84	2	can	can	AUX
easat-1530	84	3	have	have	VERB
easat-1530	84	4	an	an	DET
easat-1530	84	5	impact	impact	NOUN
easat-1530	84	6	on	on	ADP
easat-1530	84	7	biased	biased	ADJ
easat-1530	84	8	decision	decision	NOUN
easat-1530	84	9	-	-	PUNCT
easat-1530	84	10	making	making	NOUN
easat-1530	84	11	.	.	PUNCT
easat-1530	85	1	in	in	ADP
easat-1530	85	2	this	this	DET
easat-1530	85	3	study	study	NOUN
easat-1530	85	4	,	,	PUNCT
easat-1530	85	5	the	the	DET
easat-1530	85	6	decision	decision	NOUN
easat-1530	85	7	to	to	PART
easat-1530	85	8	invest	invest	VERB
easat-1530	85	9	is	be	AUX
easat-1530	85	10	indicated	indicate	VERB
easat-1530	85	11	to	to	PART
easat-1530	85	12	be	be	AUX
easat-1530	85	13	biased	bias	VERB
easat-1530	85	14	in	in	ADP
easat-1530	85	15	indonesia	indonesia	PROPN
easat-1530	85	16	.	.	PUNCT
easat-1530	86	1	this	this	DET
easat-1530	86	2	discriminatory	discriminatory	ADJ
easat-1530	86	3	behavior	behavior	NOUN
easat-1530	86	4	is	be	AUX
easat-1530	86	5	classified	classify	VERB
easat-1530	86	6	based	base	VERB
easat-1530	86	7	on	on	ADP
easat-1530	86	8	three	three	NUM
easat-1530	86	9	behaviors	behavior	NOUN
easat-1530	86	10	,	,	PUNCT
easat-1530	86	11	namely	namely	ADV
easat-1530	86	12	overconfidence	overconfidence	NOUN
easat-1530	86	13	,	,	PUNCT
easat-1530	86	14	optimism	optimism	NOUN
easat-1530	86	15	,	,	PUNCT
easat-1530	86	16	herding	herding	NOUN
easat-1530	86	17	effect	effect	NOUN
easat-1530	86	18	,	,	PUNCT
easat-1530	86	19	and	and	CCONJ
easat-1530	86	20	the	the	DET
easat-1530	86	21	ability	ability	NOUN
easat-1530	86	22	to	to	PART
easat-1530	86	23	flex	flex	VERB
easat-1530	86	24	on	on	ADP
easat-1530	86	25	social	social	ADJ
easat-1530	86	26	media	medium	NOUN
easat-1530	86	27	.	.	PUNCT
easat-1530	87	1	2.1	2.1	NUM
easat-1530	87	2	.	.	PUNCT
easat-1530	87	3	overconfidence	overconfidence	NOUN
easat-1530	87	4	overconfidence	overconfidence	NOUN
easat-1530	87	5	is	be	AUX
easat-1530	87	6	a	a	DET
easat-1530	87	7	state	state	NOUN
easat-1530	87	8	in	in	ADP
easat-1530	87	9	which	which	PRON
easat-1530	87	10	people	people	NOUN
easat-1530	87	11	tend	tend	VERB
easat-1530	87	12	to	to	PART
easat-1530	87	13	think	think	VERB
easat-1530	87	14	they	they	PRON
easat-1530	87	15	are	be	AUX
easat-1530	87	16	better	well	ADJ
easat-1530	87	17	than	than	SCONJ
easat-1530	87	18	they	they	PRON
easat-1530	87	19	are	be	AUX
easat-1530	87	20	[	[	X
easat-1530	87	21	25	25	NUM
easat-1530	87	22	]	]	PUNCT
easat-1530	87	23	.	.	PUNCT
easat-1530	88	1	overconfident	overconfident	ADJ
easat-1530	88	2	investors	investor	NOUN
easat-1530	88	3	affect	affect	VERB
easat-1530	88	4	high	high	ADJ
easat-1530	88	5	investment	investment	NOUN
easat-1530	88	6	[	[	X
easat-1530	88	7	26	26	NUM
easat-1530	88	8	]	]	PUNCT
easat-1530	88	9	.	.	PUNCT
easat-1530	89	1	according	accord	VERB
easat-1530	89	2	to	to	ADP
easat-1530	89	3	wulandari	wulandari	ADJ
easat-1530	89	4	and	and	CCONJ
easat-1530	89	5	iramani	iramani	VERB
easat-1530	89	6	[	[	X
easat-1530	89	7	27	27	NUM
easat-1530	89	8	]	]	PUNCT
easat-1530	89	9	,	,	PUNCT
easat-1530	89	10	by	by	ADP
easat-1530	89	11	the	the	DET
easat-1530	89	12	time	time	NOUN
easat-1530	89	13	the	the	DET
easat-1530	89	14	investor	investor	NOUN
easat-1530	89	15	has	have	AUX
easat-1530	89	16	succeeded	succeed	VERB
easat-1530	89	17	and	and	CCONJ
easat-1530	89	18	is	be	AUX
easat-1530	89	19	comfortable	comfortable	ADJ
easat-1530	89	20	with	with	ADP
easat-1530	89	21	the	the	DET
easat-1530	89	22	investment	investment	NOUN
easat-1530	89	23	,	,	PUNCT
easat-1530	89	24	the	the	DET
easat-1530	89	25	level	level	NOUN
easat-1530	89	26	of	of	ADP
easat-1530	89	27	investor	investor	NOUN
easat-1530	89	28	confidence	confidence	NOUN
easat-1530	89	29	will	will	AUX
easat-1530	89	30	increase	increase	VERB
easat-1530	89	31	to	to	PART
easat-1530	89	32	make	make	VERB
easat-1530	89	33	investments	investment	NOUN
easat-1530	89	34	in	in	ADP
easat-1530	89	35	the	the	DET
easat-1530	89	36	future	future	NOUN
easat-1530	89	37	.	.	PUNCT
easat-1530	90	1	the	the	DET
easat-1530	90	2	negative	negative	ADJ
easat-1530	90	3	impact	impact	NOUN
easat-1530	90	4	of	of	ADP
easat-1530	90	5	being	be	AUX
easat-1530	90	6	too	too	ADV
easat-1530	90	7	confident	confident	ADJ
easat-1530	90	8	in	in	ADP
easat-1530	90	9	making	make	VERB
easat-1530	90	10	investment	investment	NOUN
easat-1530	90	11	decisions	decision	NOUN
easat-1530	90	12	is	be	AUX
easat-1530	90	13	that	that	SCONJ
easat-1530	90	14	losses	loss	NOUN
easat-1530	90	15	are	be	AUX
easat-1530	90	16	not	not	PART
easat-1530	90	17	calculated	calculate	VERB
easat-1530	90	18	.	.	PUNCT
easat-1530	91	1	based	base	VERB
easat-1530	91	2	on	on	ADP
easat-1530	91	3	psychological	psychological	ADJ
easat-1530	91	4	concepts	concept	NOUN
easat-1530	91	5	,	,	PUNCT
easat-1530	91	6	confident	confident	ADJ
easat-1530	91	7	behavior	behavior	NOUN
easat-1530	91	8	is	be	AUX
easat-1530	91	9	often	often	ADV
easat-1530	91	10	associated	associate	VERB
easat-1530	91	11	with	with	ADP
easat-1530	91	12	bad	bad	ADJ
easat-1530	91	13	luck	luck	NOUN
easat-1530	91	14	in	in	ADP
easat-1530	91	15	investors	investor	NOUN
easat-1530	91	16	in	in	ADP
easat-1530	91	17	the	the	DET
easat-1530	91	18	money	money	NOUN
easat-1530	91	19	market	market	NOUN
easat-1530	91	20	[	[	X
easat-1530	91	21	28	28	NUM
easat-1530	91	22	]	]	PUNCT
easat-1530	91	23	.	.	PUNCT
easat-1530	92	1	not	not	PART
easat-1530	92	2	only	only	ADV
easat-1530	92	3	overconfidence	overconfidence	NOUN
easat-1530	92	4	in	in	ADP
easat-1530	92	5	behavior	behavior	NOUN
easat-1530	92	6	but	but	CCONJ
easat-1530	92	7	decision	decision	NOUN
easat-1530	92	8	-	-	PUNCT
easat-1530	92	9	making	make	VERB
easat-1530	92	10	bias	bias	NOUN
easat-1530	92	11	is	be	AUX
easat-1530	92	12	also	also	ADV
easat-1530	92	13	associated	associate	VERB
easat-1530	92	14	with	with	ADP
easat-1530	92	15	an	an	DET
easat-1530	92	16	optimistic	optimistic	ADJ
easat-1530	92	17	attitude	attitude	NOUN
easat-1530	92	18	.	.	PUNCT
easat-1530	93	1	h1	h1	PROPN
easat-1530	93	2	:	:	PUNCT
easat-1530	93	3	overconfidence	overconfidence	NOUN
easat-1530	93	4	has	have	VERB
easat-1530	93	5	a	a	DET
easat-1530	93	6	positive	positive	ADJ
easat-1530	93	7	and	and	CCONJ
easat-1530	93	8	significant	significant	ADJ
easat-1530	93	9	effect	effect	NOUN
easat-1530	93	10	on	on	ADP
easat-1530	93	11	investment	investment	NOUN
easat-1530	93	12	decision	decision	NOUN
easat-1530	93	13	behavior	behavior	NOUN
easat-1530	93	14	2.2	2.2	NUM
easat-1530	93	15	.	.	PUNCT
easat-1530	94	1	optimism	optimism	NOUN
easat-1530	94	2	investors	investor	NOUN
easat-1530	94	3	make	make	VERB
easat-1530	94	4	profits	profit	NOUN
easat-1530	94	5	as	as	SCONJ
easat-1530	94	6	expected	expect	VERB
easat-1530	94	7	to	to	PART
easat-1530	94	8	be	be	AUX
easat-1530	94	9	more	more	ADV
easat-1530	94	10	optimistic	optimistic	ADJ
easat-1530	94	11	in	in	ADP
easat-1530	94	12	making	make	VERB
easat-1530	94	13	investments	investment	NOUN
easat-1530	94	14	,	,	PUNCT
easat-1530	94	15	so	so	SCONJ
easat-1530	94	16	they	they	PRON
easat-1530	94	17	believe	believe	VERB
easat-1530	94	18	that	that	SCONJ
easat-1530	94	19	the	the	DET
easat-1530	94	20	situation	situation	NOUN
easat-1530	94	21	in	in	ADP
easat-1530	94	22	the	the	DET
easat-1530	94	23	future	future	NOUN
easat-1530	94	24	will	will	AUX
easat-1530	94	25	improve	improve	VERB
easat-1530	94	26	and	and	CCONJ
easat-1530	94	27	encourage	encourage	VERB
easat-1530	94	28	investors	investor	NOUN
easat-1530	94	29	to	to	PART
easat-1530	94	30	be	be	AUX
easat-1530	94	31	more	more	ADV
easat-1530	94	32	courageous	courageous	ADJ
easat-1530	94	33	to	to	PART
easat-1530	94	34	invest	invest	VERB
easat-1530	94	35	in	in	ADP
easat-1530	94	36	uncertain	uncertain	ADJ
easat-1530	94	37	times	time	NOUN
easat-1530	95	1	[	[	X
easat-1530	95	2	29	29	NUM
easat-1530	95	3	]	]	PUNCT
easat-1530	95	4	.	.	PUNCT
easat-1530	96	1	previous	previous	ADJ
easat-1530	96	2	research	research	NOUN
easat-1530	96	3	from	from	ADP
easat-1530	96	4	magnuson	magnuson	PROPN
easat-1530	96	5	[	[	X
easat-1530	96	6	30	30	NUM
easat-1530	96	7	]	]	PUNCT
easat-1530	96	8	shows	show	VERB
easat-1530	96	9	that	that	SCONJ
easat-1530	96	10	investors	investor	NOUN
easat-1530	96	11	who	who	PRON
easat-1530	96	12	profit	profit	VERB
easat-1530	96	13	from	from	ADP
easat-1530	96	14	a	a	DET
easat-1530	96	15	company	company	NOUN
easat-1530	96	16	based	base	VERB
easat-1530	96	17	on	on	ADP
easat-1530	96	18	their	their	PRON
easat-1530	96	19	expectations	expectation	NOUN
easat-1530	96	20	will	will	AUX
easat-1530	96	21	invest	invest	VERB
easat-1530	96	22	in	in	ADP
easat-1530	96	23	it	it	PRON
easat-1530	96	24	the	the	DET
easat-1530	96	25	following	following	ADJ
easat-1530	96	26	year	year	NOUN
easat-1530	96	27	and	and	CCONJ
easat-1530	96	28	vice	vice	ADV
easat-1530	96	29	versa	versa	ADV
easat-1530	96	30	.	.	PUNCT
easat-1530	97	1	external	external	ADJ
easat-1530	97	2	factors	factor	NOUN
easat-1530	97	3	can	can	AUX
easat-1530	97	4	influence	influence	VERB
easat-1530	97	5	the	the	DET
easat-1530	97	6	decisions	decision	NOUN
easat-1530	97	7	to	to	PART
easat-1530	97	8	invest	invest	VERB
easat-1530	97	9	.	.	PUNCT
easat-1530	98	1	herding	herding	NOUN
easat-1530	98	2	occurs	occur	VERB
easat-1530	98	3	when	when	SCONJ
easat-1530	98	4	decision	decision	NOUN
easat-1530	98	5	-	-	PUNCT
easat-1530	98	6	making	making	NOUN
easat-1530	98	7	carried	carry	VERB
easat-1530	98	8	out	out	ADP
easat-1530	98	9	by	by	ADP
easat-1530	98	10	a	a	DET
easat-1530	98	11	person	person	NOUN
easat-1530	98	12	follows	follow	VERB
easat-1530	98	13	the	the	DET
easat-1530	98	14	decisions	decision	NOUN
easat-1530	98	15	of	of	ADP
easat-1530	98	16	others	other	NOUN
easat-1530	99	1	[	[	X
easat-1530	99	2	23	23	NUM
easat-1530	99	3	]	]	PUNCT
easat-1530	99	4	.	.	PUNCT
easat-1530	100	1	this	this	DET
easat-1530	100	2	theory	theory	NOUN
easat-1530	100	3	is	be	AUX
easat-1530	100	4	strengthened	strengthen	VERB
easat-1530	100	5	in	in	ADP
easat-1530	100	6	research	research	NOUN
easat-1530	100	7	conducted	conduct	VERB
easat-1530	100	8	by	by	ADP
easat-1530	100	9	nugraha	nugraha	NOUN
easat-1530	101	1	[	[	X
easat-1530	101	2	31	31	NUM
easat-1530	101	3	]	]	PUNCT
easat-1530	101	4	;	;	PUNCT
easat-1530	101	5	herding	herding	NOUN
easat-1530	101	6	is	be	AUX
easat-1530	101	7	a	a	DET
easat-1530	101	8	form	form	NOUN
easat-1530	101	9	of	of	ADP
easat-1530	101	10	irrational	irrational	ADJ
easat-1530	101	11	behavior	behavior	NOUN
easat-1530	101	12	when	when	SCONJ
easat-1530	101	13	they	they	PRON
easat-1530	101	14	make	make	VERB
easat-1530	101	15	decisions	decision	NOUN
easat-1530	101	16	not	not	PART
easat-1530	101	17	based	base	VERB
easat-1530	101	18	on	on	ADP
easat-1530	101	19	the	the	DET
easat-1530	101	20	economic	economic	ADJ
easat-1530	101	21	fundamentals	fundamental	NOUN
easat-1530	101	22	of	of	ADP
easat-1530	101	23	risky	risky	ADJ
easat-1530	101	24	assets	asset	NOUN
easat-1530	101	25	but	but	CCONJ
easat-1530	101	26	based	base	VERB
easat-1530	101	27	on	on	ADP
easat-1530	101	28	other	other	ADJ
easat-1530	101	29	investors	investor	NOUN
easat-1530	101	30	.	.	PUNCT
easat-1530	102	1	h2	h2	NOUN
easat-1530	102	2	:	:	PUNCT
easat-1530	102	3	optimism	optimism	NOUN
easat-1530	102	4	has	have	VERB
easat-1530	102	5	a	a	DET
easat-1530	102	6	positive	positive	ADJ
easat-1530	102	7	and	and	CCONJ
easat-1530	102	8	significant	significant	ADJ
easat-1530	102	9	effect	effect	NOUN
easat-1530	102	10	on	on	ADP
easat-1530	102	11	investment	investment	NOUN
easat-1530	102	12	decision	decision	NOUN
easat-1530	102	13	behavior	behavior	NOUN
easat-1530	102	14	2.3	2.3	NUM
easat-1530	102	15	.	.	PUNCT
easat-1530	103	1	herding	herd	VERB
easat-1530	103	2	effect	effect	NOUN
easat-1530	103	3	and	and	CCONJ
easat-1530	103	4	flexing	flex	VERB
easat-1530	103	5	behavior	behavior	NOUN
easat-1530	103	6	based	base	VERB
easat-1530	103	7	on	on	ADP
easat-1530	103	8	psychological	psychological	ADJ
easat-1530	103	9	theory	theory	NOUN
easat-1530	103	10	,	,	PUNCT
easat-1530	103	11	several	several	ADJ
easat-1530	103	12	generations	generation	NOUN
easat-1530	103	13	'	'	PART
easat-1530	103	14	classifications	classification	NOUN
easat-1530	103	15	can	can	AUX
easat-1530	103	16	impact	impact	VERB
easat-1530	103	17	decision	decision	NOUN
easat-1530	103	18	-	-	PUNCT
easat-1530	103	19	making	making	NOUN
easat-1530	103	20	[	[	X
easat-1530	103	21	32	32	NUM
easat-1530	103	22	]	]	PUNCT
easat-1530	103	23	.	.	PUNCT
easat-1530	104	1	one	one	NUM
easat-1530	104	2	of	of	ADP
easat-1530	104	3	the	the	DET
easat-1530	104	4	generations	generation	NOUN
easat-1530	104	5	that	that	PRON
easat-1530	104	6	tends	tend	VERB
easat-1530	104	7	to	to	PART
easat-1530	104	8	have	have	VERB
easat-1530	104	9	the	the	DET
easat-1530	104	10	most	most	ADV
easat-1530	104	11	significant	significant	ADJ
easat-1530	104	12	influence	influence	NOUN
easat-1530	104	13	is	be	AUX
easat-1530	104	14	the	the	DET
easat-1530	104	15	millennial	millennial	ADJ
easat-1530	104	16	generation	generation	NOUN
easat-1530	104	17	.	.	PUNCT
easat-1530	105	1	millennials	millennial	NOUN
easat-1530	105	2	tend	tend	VERB
easat-1530	105	3	to	to	PART
easat-1530	105	4	buy	buy	VERB
easat-1530	105	5	or	or	CCONJ
easat-1530	105	6	sell	sell	VERB
easat-1530	105	7	stocks	stock	NOUN
easat-1530	105	8	when	when	SCONJ
easat-1530	105	9	other	other	ADJ
easat-1530	105	10	millennials	millennial	NOUN
easat-1530	105	11	also	also	ADV
easat-1530	105	12	buy	buy	VERB
easat-1530	105	13	or	or	CCONJ
easat-1530	105	14	sell	sell	VERB
easat-1530	105	15	the	the	DET
easat-1530	105	16	same	same	ADJ
easat-1530	105	17	stock	stock	NOUN
easat-1530	105	18	.	.	PUNCT
easat-1530	106	1	this	this	DET
easat-1530	106	2	phenomenon	phenomenon	NOUN
easat-1530	106	3	can	can	AUX
easat-1530	106	4	further	far	ADV
easat-1530	106	5	be	be	AUX
easat-1530	106	6	categorized	categorize	VERB
easat-1530	106	7	as	as	ADP
easat-1530	106	8	generational	generational	ADJ
easat-1530	106	9	bias	bias	NOUN
easat-1530	106	10	[	[	X
easat-1530	106	11	33	33	NUM
easat-1530	106	12	]	]	PUNCT
easat-1530	106	13	.	.	PUNCT
easat-1530	107	1	this	this	DET
easat-1530	107	2	behavior	behavior	NOUN
easat-1530	107	3	related	relate	VERB
easat-1530	107	4	to	to	ADP
easat-1530	107	5	new	new	ADJ
easat-1530	107	6	online	online	ADJ
easat-1530	107	7	digital	digital	ADJ
easat-1530	107	8	media	medium	NOUN
easat-1530	107	9	is	be	AUX
easat-1530	107	10	widely	widely	ADV
easat-1530	107	11	associated	associate	VERB
easat-1530	107	12	with	with	ADP
easat-1530	107	13	the	the	DET
easat-1530	107	14	development	development	NOUN
easat-1530	107	15	of	of	ADP
easat-1530	107	16	the	the	DET
easat-1530	107	17	internet	internet	NOUN
easat-1530	107	18	[	[	X
easat-1530	107	19	34	34	NUM
easat-1530	107	20	]	]	PUNCT
easat-1530	107	21	.	.	PUNCT
easat-1530	108	1	if	if	SCONJ
easat-1530	108	2	previously	previously	ADV
easat-1530	108	3	,	,	PUNCT
easat-1530	108	4	media	medium	NOUN
easat-1530	108	5	was	be	AUX
easat-1530	108	6	known	know	VERB
easat-1530	108	7	in	in	ADP
easat-1530	108	8	physical	physical	ADJ
easat-1530	108	9	forms	form	NOUN
easat-1530	108	10	,	,	PUNCT
easat-1530	108	11	such	such	ADJ
easat-1530	108	12	as	as	ADP
easat-1530	108	13	newspapers	newspaper	NOUN
easat-1530	108	14	,	,	PUNCT
easat-1530	108	15	radio	radio	NOUN
easat-1530	108	16	,	,	PUNCT
easat-1530	108	17	television	television	NOUN
easat-1530	108	18	,	,	PUNCT
easat-1530	108	19	billboards	billboard	NOUN
easat-1530	108	20	,	,	PUNCT
easat-1530	108	21	and	and	CCONJ
easat-1530	108	22	others	other	NOUN
easat-1530	108	23	.	.	PUNCT
easat-1530	109	1	many	many	ADJ
easat-1530	109	2	companies	company	NOUN
easat-1530	109	3	use	use	VERB
easat-1530	109	4	digital	digital	ADJ
easat-1530	109	5	media	medium	NOUN
easat-1530	109	6	to	to	PART
easat-1530	109	7	improve	improve	VERB
easat-1530	109	8	their	their	PRON
easat-1530	109	9	branding	branding	NOUN
easat-1530	109	10	[	[	X
easat-1530	109	11	35	35	NUM
easat-1530	109	12	]	]	PUNCT
easat-1530	109	13	due	due	ADP
easat-1530	109	14	to	to	ADP
easat-1530	109	15	the	the	DET
easat-1530	109	16	ease	ease	NOUN
easat-1530	109	17	of	of	ADP
easat-1530	109	18	reaching	reach	VERB
easat-1530	109	19	consumers	consumer	NOUN
easat-1530	109	20	to	to	ADP
easat-1530	109	21	dialogue	dialogue	NOUN
easat-1530	109	22	and	and	CCONJ
easat-1530	109	23	influence	influence	NOUN
easat-1530	109	24	themass	themass	NOUN
easat-1530	109	25	[	[	X
easat-1530	109	26	36	36	NUM
easat-1530	109	27	]	]	PUNCT
easat-1530	109	28	.	.	PUNCT
easat-1530	110	1	new	new	ADJ
easat-1530	110	2	online	online	ADJ
easat-1530	110	3	digital	digital	ADJ
easat-1530	110	4	media	medium	NOUN
easat-1530	110	5	into	into	ADP
easat-1530	110	6	four	four	NUM
easat-1530	110	7	marketing	marketing	NOUN
easat-1530	110	8	communication	communication	NOUN
easat-1530	110	9	channels	channel	NOUN
easat-1530	110	10	:	:	PUNCT
easat-1530	110	11	email	email	NOUN
easat-1530	110	12	,	,	PUNCT
easat-1530	110	13	mobile	mobile	ADJ
easat-1530	110	14	phone	phone	NOUN
easat-1530	110	15	,	,	PUNCT
easat-1530	110	16	social	social	ADJ
easat-1530	110	17	media	medium	NOUN
easat-1530	110	18	,	,	PUNCT
easat-1530	110	19	and	and	CCONJ
easat-1530	110	20	websites	website	NOUN
easat-1530	110	21	.	.	PUNCT
easat-1530	111	1	this	this	DET
easat-1530	111	2	behavior	behavior	NOUN
easat-1530	111	3	is	be	AUX
easat-1530	111	4	also	also	ADV
easat-1530	111	5	one	one	NUM
easat-1530	111	6	of	of	ADP
easat-1530	111	7	the	the	DET
easat-1530	111	8	negative	negative	ADJ
easat-1530	111	9	impacts	impact	NOUN
easat-1530	111	10	of	of	ADP
easat-1530	111	11	technology	technology	NOUN
easat-1530	111	12	,	,	PUNCT
easat-1530	111	13	information	information	NOUN
easat-1530	111	14	,	,	PUNCT
easat-1530	111	15	and	and	CCONJ
easat-1530	111	16	communication	communication	NOUN
easat-1530	111	17	development	development	NOUN
easat-1530	111	18	.	.	PUNCT
easat-1530	112	1	herding	herding	NOUN
easat-1530	112	2	occurs	occur	VERB
easat-1530	112	3	when	when	SCONJ
easat-1530	112	4	an	an	DET
easat-1530	112	5	individual	individual	NOUN
easat-1530	112	6	's	's	PART
easat-1530	112	7	decision	decision	NOUN
easat-1530	112	8	-	-	PUNCT
easat-1530	112	9	making	making	NOUN
easat-1530	112	10	is	be	AUX
easat-1530	112	11	influenced	influence	VERB
easat-1530	112	12	by	by	ADP
easat-1530	112	13	the	the	DET
easat-1530	112	14	decisions	decision	NOUN
easat-1530	112	15	of	of	ADP
easat-1530	112	16	others	other	NOUN
easat-1530	112	17	[	[	X
easat-1530	112	18	23	23	NUM
easat-1530	112	19	]	]	PUNCT
easat-1530	112	20	.	.	PUNCT
easat-1530	113	1	this	this	DET
easat-1530	113	2	theory	theory	NOUN
easat-1530	113	3	is	be	AUX
easat-1530	113	4	supported	support	VERB
easat-1530	113	5	by	by	ADP
easat-1530	113	6	nugraha	nugraha	NOUN
easat-1530	113	7	[	[	X
easat-1530	113	8	31	31	NUM
easat-1530	113	9	]	]	PUNCT
easat-1530	113	10	research	research	NOUN
easat-1530	113	11	,	,	PUNCT
easat-1530	113	12	which	which	PRON
easat-1530	113	13	claims	claim	VERB
easat-1530	113	14	that	that	SCONJ
easat-1530	113	15	herding	herding	NOUN
easat-1530	113	16	is	be	AUX
easat-1530	113	17	a	a	DET
easat-1530	113	18	type	type	NOUN
easat-1530	113	19	of	of	ADP
easat-1530	113	20	irrational	irrational	ADJ
easat-1530	113	21	1589	1589	NUM
easat-1530	113	22	edelweiss	edelweiss	PROPN
easat-1530	113	23	applied	apply	VERB
easat-1530	113	24	science	science	NOUN
easat-1530	113	25	and	and	CCONJ
easat-1530	113	26	technology	technology	NOUN
easat-1530	113	27	issn	issn	PROPN
easat-1530	113	28	:	:	PUNCT
easat-1530	113	29	2576	2576	NUM
easat-1530	113	30	-	-	SYM
easat-1530	113	31	8484	8484	NUM
easat-1530	113	32	vol	vol	NOUN
easat-1530	113	33	.	.	PROPN
easat-1530	114	1	8	8	NUM
easat-1530	114	2	,	,	PUNCT
easat-1530	114	3	no	no	INTJ
easat-1530	114	4	.	.	NOUN
easat-1530	114	5	4	4	NUM
easat-1530	114	6	:	:	PUNCT
easat-1530	114	7	1586	1586	NUM
easat-1530	114	8	-	-	SYM
easat-1530	114	9	1597	1597	NUM
easat-1530	114	10	,	,	PUNCT
easat-1530	114	11	2024	2024	NUM
easat-1530	114	12	doi	doi	NOUN
easat-1530	114	13	:	:	PUNCT
easat-1530	114	14	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	114	15	©	©	ADP
easat-1530	114	16	2024	2024	NUM
easat-1530	114	17	by	by	ADP
easat-1530	114	18	the	the	DET
easat-1530	114	19	authors	author	NOUN
easat-1530	114	20	;	;	PUNCT
easat-1530	115	1	licensee	licensee	PROPN
easat-1530	115	2	learning	learn	VERB
easat-1530	115	3	gate	gate	PROPN
easat-1530	115	4	behavior	behavior	NOUN
easat-1530	115	5	that	that	PRON
easat-1530	115	6	investors	investor	NOUN
easat-1530	115	7	exhibit	exhibit	VERB
easat-1530	115	8	when	when	SCONJ
easat-1530	115	9	they	they	PRON
easat-1530	115	10	make	make	VERB
easat-1530	115	11	decisions	decision	NOUN
easat-1530	115	12	based	base	VERB
easat-1530	115	13	not	not	PART
easat-1530	115	14	on	on	ADP
easat-1530	115	15	the	the	DET
easat-1530	115	16	economic	economic	ADJ
easat-1530	115	17	fundamentals	fundamental	NOUN
easat-1530	115	18	of	of	ADP
easat-1530	115	19	risky	risky	ADJ
easat-1530	115	20	assets	asset	NOUN
easat-1530	115	21	,	,	PUNCT
easat-1530	115	22	but	but	CCONJ
easat-1530	115	23	on	on	ADP
easat-1530	115	24	decisions	decision	NOUN
easat-1530	115	25	made	make	VERB
easat-1530	115	26	by	by	ADP
easat-1530	115	27	other	other	ADJ
easat-1530	115	28	investors	investor	NOUN
easat-1530	115	29	.	.	PUNCT
easat-1530	116	1	according	accord	VERB
easat-1530	116	2	to	to	ADP
easat-1530	116	3	virigineni	virigineni	NOUN
easat-1530	116	4	and	and	CCONJ
easat-1530	116	5	bhaskara	bhaskara	NOUN
easat-1530	116	6	[	[	X
easat-1530	116	7	37	37	NUM
easat-1530	116	8	]	]	PUNCT
easat-1530	116	9	,	,	PUNCT
easat-1530	116	10	the	the	DET
easat-1530	116	11	herding	herding	NOUN
easat-1530	116	12	effect	effect	NOUN
easat-1530	116	13	occurs	occur	VERB
easat-1530	116	14	when	when	SCONJ
easat-1530	116	15	a	a	DET
easat-1530	116	16	group	group	NOUN
easat-1530	116	17	of	of	ADP
easat-1530	116	18	investors	investor	NOUN
easat-1530	116	19	makes	make	VERB
easat-1530	116	20	investment	investment	NOUN
easat-1530	116	21	decisions	decision	NOUN
easat-1530	116	22	based	base	VERB
easat-1530	116	23	on	on	ADP
easat-1530	116	24	specific	specific	ADJ
easat-1530	116	25	pieces	piece	NOUN
easat-1530	116	26	of	of	ADP
easat-1530	116	27	information	information	NOUN
easat-1530	116	28	that	that	PRON
easat-1530	116	29	trumps	trump	VERB
easat-1530	116	30	other	other	ADJ
easat-1530	116	31	information	information	NOUN
easat-1530	116	32	,	,	PUNCT
easat-1530	116	33	such	such	ADJ
easat-1530	116	34	as	as	ADP
easat-1530	116	35	news	news	NOUN
easat-1530	116	36	or	or	CCONJ
easat-1530	116	37	financial	financial	ADJ
easat-1530	116	38	reports	report	NOUN
easat-1530	116	39	.	.	PUNCT
easat-1530	117	1	investors	investor	NOUN
easat-1530	117	2	are	be	AUX
easat-1530	117	3	concerned	concerned	ADJ
easat-1530	117	4	about	about	ADP
easat-1530	117	5	how	how	SCONJ
easat-1530	117	6	others	other	NOUN
easat-1530	117	7	perceive	perceive	VERB
easat-1530	117	8	their	their	PRON
easat-1530	117	9	investment	investment	NOUN
easat-1530	117	10	decisions	decision	NOUN
easat-1530	117	11	.	.	PUNCT
easat-1530	118	1	flexing	flex	VERB
easat-1530	118	2	is	be	AUX
easat-1530	118	3	another	another	DET
easat-1530	118	4	bias	bias	NOUN
easat-1530	118	5	behavior	behavior	NOUN
easat-1530	118	6	.	.	PUNCT
easat-1530	119	1	flexing	flex	VERB
easat-1530	119	2	is	be	AUX
easat-1530	119	3	associated	associate	VERB
easat-1530	119	4	with	with	ADP
easat-1530	119	5	flaunting	flaunt	VERB
easat-1530	119	6	all	all	DET
easat-1530	119	7	material	material	ADJ
easat-1530	119	8	possessions	possession	NOUN
easat-1530	119	9	and	and	CCONJ
easat-1530	119	10	wealth	wealth	NOUN
easat-1530	119	11	.	.	PUNCT
easat-1530	120	1	flexing	flex	VERB
easat-1530	120	2	in	in	ADP
easat-1530	120	3	economics	economics	NOUN
easat-1530	120	4	is	be	AUX
easat-1530	120	5	similar	similar	ADJ
easat-1530	120	6	to	to	ADP
easat-1530	120	7	conspicuous	conspicuous	ADJ
easat-1530	120	8	consumption	consumption	NOUN
easat-1530	120	9	,	,	PUNCT
easat-1530	120	10	or	or	CCONJ
easat-1530	120	11	spending	spend	VERB
easat-1530	120	12	money	money	NOUN
easat-1530	120	13	on	on	ADP
easat-1530	120	14	luxury	luxury	NOUN
easat-1530	120	15	goods	good	NOUN
easat-1530	120	16	and	and	CCONJ
easat-1530	120	17	services	service	NOUN
easat-1530	120	18	to	to	PART
easat-1530	120	19	demonstrate	demonstrate	VERB
easat-1530	120	20	economic	economic	ADJ
easat-1530	120	21	status	status	NOUN
easat-1530	120	22	or	or	CCONJ
easat-1530	120	23	strength	strength	NOUN
easat-1530	120	24	.	.	PUNCT
easat-1530	121	1	furthermore	furthermore	ADV
easat-1530	121	2	,	,	PUNCT
easat-1530	121	3	this	this	DET
easat-1530	121	4	way	way	NOUN
easat-1530	121	5	of	of	ADP
easat-1530	121	6	life	life	NOUN
easat-1530	121	7	is	be	AUX
easat-1530	121	8	associated	associate	VERB
easat-1530	121	9	with	with	ADP
easat-1530	121	10	hedonistic	hedonistic	ADJ
easat-1530	121	11	impulses	impulse	NOUN
easat-1530	121	12	,	,	PUNCT
easat-1530	121	13	which	which	PRON
easat-1530	121	14	are	be	AUX
easat-1530	121	15	also	also	ADV
easat-1530	121	16	underlying	underlie	VERB
easat-1530	121	17	causes	cause	NOUN
easat-1530	121	18	of	of	ADP
easat-1530	121	19	flexing	flex	VERB
easat-1530	121	20	behavior	behavior	NOUN
easat-1530	121	21	[	[	X
easat-1530	121	22	38	38	NUM
easat-1530	121	23	]	]	PUNCT
easat-1530	121	24	.	.	PUNCT
easat-1530	122	1	h3	h3	NOUN
easat-1530	122	2	:	:	PUNCT
easat-1530	122	3	herding	herding	NOUN
easat-1530	122	4	has	have	VERB
easat-1530	122	5	a	a	DET
easat-1530	122	6	positive	positive	ADJ
easat-1530	122	7	and	and	CCONJ
easat-1530	122	8	significant	significant	ADJ
easat-1530	122	9	effect	effect	NOUN
easat-1530	122	10	on	on	ADP
easat-1530	122	11	investment	investment	NOUN
easat-1530	122	12	decision	decision	NOUN
easat-1530	122	13	behavior	behavior	NOUN
easat-1530	122	14	h4	h4	NOUN
easat-1530	122	15	:	:	PUNCT
easat-1530	122	16	flexing	flex	VERB
easat-1530	122	17	behavior	behavior	NOUN
easat-1530	122	18	in	in	ADP
easat-1530	122	19	social	social	ADJ
easat-1530	122	20	media	medium	NOUN
easat-1530	122	21	has	have	VERB
easat-1530	122	22	a	a	DET
easat-1530	122	23	positive	positive	ADJ
easat-1530	122	24	and	and	CCONJ
easat-1530	122	25	significant	significant	ADJ
easat-1530	122	26	effect	effect	NOUN
easat-1530	122	27	on	on	ADP
easat-1530	122	28	investment	investment	NOUN
easat-1530	122	29	decision	decision	NOUN
easat-1530	122	30	behavior	behavior	NOUN
easat-1530	122	31	figure	figure	NOUN
easat-1530	122	32	1	1	NUM
easat-1530	122	33	.	.	PUNCT
easat-1530	122	34	research	research	NOUN
easat-1530	122	35	model	model	NOUN
easat-1530	122	36	.	.	PUNCT
easat-1530	123	1	3	3	X
easat-1530	123	2	.	.	X
easat-1530	123	3	research	research	NOUN
easat-1530	123	4	method	method	NOUN
easat-1530	123	5	3.1	3.1	NUM
easat-1530	123	6	.	.	PUNCT
easat-1530	124	1	sample	sample	NOUN
easat-1530	124	2	this	this	DET
easat-1530	124	3	study	study	NOUN
easat-1530	124	4	used	use	VERB
easat-1530	124	5	descriptive	descriptive	ADJ
easat-1530	124	6	quantitative	quantitative	ADJ
easat-1530	124	7	with	with	ADP
easat-1530	124	8	primary	primary	ADJ
easat-1530	124	9	data	datum	NOUN
easat-1530	124	10	from	from	ADP
easat-1530	124	11	random	random	ADJ
easat-1530	124	12	sampling	sampling	NOUN
easat-1530	124	13	.	.	PUNCT
easat-1530	125	1	krejie	krejie	PROPN
easat-1530	125	2	and	and	CCONJ
easat-1530	125	3	morgan	morgan	PROPN
easat-1530	125	4	in	in	ADP
easat-1530	125	5	khan	khan	PROPN
easat-1530	125	6	et	et	PROPN
easat-1530	125	7	al	al	PROPN
easat-1530	125	8	.	.	PUNCT
easat-1530	126	1	[	[	X
easat-1530	126	2	39	39	NUM
easat-1530	126	3	]	]	PUNCT
easat-1530	126	4	convey	convey	VERB
easat-1530	126	5	that	that	SCONJ
easat-1530	126	6	a	a	DET
easat-1530	126	7	large	large	ADJ
easat-1530	126	8	population	population	NOUN
easat-1530	126	9	is	be	AUX
easat-1530	126	10	inaccessible	inaccessible	ADJ
easat-1530	126	11	due	due	ADJ
easat-1530	126	12	to	to	ADP
easat-1530	126	13	time	time	NOUN
easat-1530	126	14	and	and	CCONJ
easat-1530	126	15	budget	budget	NOUN
easat-1530	126	16	constraints	constraint	NOUN
easat-1530	126	17	.	.	PUNCT
easat-1530	127	1	according	accord	VERB
easat-1530	127	2	to	to	ADP
easat-1530	127	3	the	the	DET
easat-1530	127	4	authors	author	NOUN
easat-1530	127	5	,	,	PUNCT
easat-1530	127	6	with	with	ADP
easat-1530	127	7	the	the	DET
easat-1530	127	8	increase	increase	NOUN
easat-1530	127	9	in	in	ADP
easat-1530	127	10	the	the	DET
easat-1530	127	11	population	population	NOUN
easat-1530	127	12	,	,	PUNCT
easat-1530	127	13	the	the	DET
easat-1530	127	14	sample	sample	NOUN
easat-1530	127	15	size	size	NOUN
easat-1530	127	16	increases	increase	VERB
easat-1530	127	17	at	at	ADP
easat-1530	127	18	an	an	DET
easat-1530	127	19	increasingly	increasingly	ADV
easat-1530	127	20	decreasing	decrease	VERB
easat-1530	127	21	rate	rate	NOUN
easat-1530	127	22	.	.	PUNCT
easat-1530	128	1	as	as	SCONJ
easat-1530	128	2	the	the	DET
easat-1530	128	3	population	population	NOUN
easat-1530	128	4	grows	grow	VERB
easat-1530	128	5	above	above	ADP
easat-1530	128	6	1	1	NUM
easat-1530	128	7	million	million	NUM
easat-1530	128	8	,	,	PUNCT
easat-1530	128	9	the	the	DET
easat-1530	128	10	sample	sample	NOUN
easat-1530	128	11	size	size	NOUN
easat-1530	128	12	becomes	become	VERB
easat-1530	128	13	constant	constant	ADJ
easat-1530	128	14	at	at	ADP
easat-1530	128	15	384	384	NUM
easat-1530	128	16	(	(	PUNCT
easat-1530	128	17	at	at	ADP
easat-1530	128	18	a	a	DET
easat-1530	128	19	confidence	confidence	NOUN
easat-1530	128	20	interval	interval	NOUN
easat-1530	128	21	of	of	ADP
easat-1530	128	22	95	95	NUM
easat-1530	128	23	%	%	NOUN
easat-1530	128	24	)	)	PUNCT
easat-1530	128	25	.	.	PUNCT
easat-1530	129	1	in	in	ADP
easat-1530	129	2	this	this	DET
easat-1530	129	3	survey	survey	NOUN
easat-1530	129	4	,	,	PUNCT
easat-1530	129	5	the	the	DET
easat-1530	129	6	sample	sample	NOUN
easat-1530	129	7	used	use	VERB
easat-1530	129	8	as	as	ADP
easat-1530	129	9	research	research	NOUN
easat-1530	129	10	respondents	respondent	NOUN
easat-1530	129	11	were	be	AUX
easat-1530	129	12	400	400	NUM
easat-1530	129	13	respondents	respondent	NOUN
easat-1530	129	14	who	who	PRON
easat-1530	129	15	filled	fill	VERB
easat-1530	129	16	out	out	ADP
easat-1530	129	17	the	the	DET
easat-1530	129	18	questionnaire	questionnaire	NOUN
easat-1530	129	19	using	use	VERB
easat-1530	129	20	a	a	DET
easat-1530	129	21	likert	likert	ADJ
easat-1530	129	22	scale	scale	NOUN
easat-1530	129	23	.	.	PUNCT
easat-1530	130	1	3.2	3.2	NUM
easat-1530	130	2	.	.	PUNCT
easat-1530	131	1	data	datum	NOUN
easat-1530	131	2	collection	collection	NOUN
easat-1530	131	3	structured	structure	VERB
easat-1530	131	4	questionnaires	questionnaire	NOUN
easat-1530	131	5	that	that	PRON
easat-1530	131	6	are	be	AUX
easat-1530	131	7	distributed	distribute	VERB
easat-1530	131	8	to	to	ADP
easat-1530	131	9	respondents	respondent	NOUN
easat-1530	131	10	via	via	ADP
easat-1530	131	11	google	google	PROPN
easat-1530	131	12	forms	form	NOUN
easat-1530	131	13	,	,	PUNCT
easat-1530	131	14	email	email	NOUN
easat-1530	131	15	,	,	PUNCT
easat-1530	131	16	or	or	CCONJ
easat-1530	131	17	other	other	ADJ
easat-1530	131	18	electronic	electronic	ADJ
easat-1530	131	19	media	medium	NOUN
easat-1530	131	20	will	will	AUX
easat-1530	131	21	be	be	AUX
easat-1530	131	22	used	use	VERB
easat-1530	131	23	in	in	ADP
easat-1530	131	24	this	this	DET
easat-1530	131	25	quantitative	quantitative	ADJ
easat-1530	131	26	research	research	NOUN
easat-1530	131	27	's	's	PART
easat-1530	131	28	method	method	NOUN
easat-1530	131	29	of	of	ADP
easat-1530	131	30	data	datum	NOUN
easat-1530	131	31	collection	collection	NOUN
easat-1530	131	32	.	.	PUNCT
easat-1530	132	1	both	both	DET
easat-1530	132	2	primary	primary	ADJ
easat-1530	132	3	and	and	CCONJ
easat-1530	132	4	secondary	secondary	ADJ
easat-1530	132	5	data	datum	NOUN
easat-1530	132	6	were	be	AUX
easat-1530	132	7	used	use	VERB
easat-1530	132	8	to	to	PART
easat-1530	132	9	gather	gather	VERB
easat-1530	132	10	the	the	DET
easat-1530	132	11	information	information	NOUN
easat-1530	132	12	.	.	PUNCT
easat-1530	133	1	when	when	SCONJ
easat-1530	133	2	it	it	PRON
easat-1530	133	3	comes	come	VERB
easat-1530	133	4	to	to	ADP
easat-1530	133	5	primary	primary	ADJ
easat-1530	133	6	data	datum	NOUN
easat-1530	133	7	,	,	PUNCT
easat-1530	133	8	questionnaire	questionnaire	NOUN
easat-1530	133	9	responses	response	NOUN
easat-1530	133	10	with	with	ADP
easat-1530	133	11	likert	likert	ADJ
easat-1530	133	12	scale	scale	NOUN
easat-1530	133	13	responses	response	NOUN
easat-1530	133	14	were	be	AUX
easat-1530	133	15	gathered	gather	VERB
easat-1530	133	16	,	,	PUNCT
easat-1530	133	17	whereas	whereas	SCONJ
easat-1530	133	18	secondary	secondary	ADJ
easat-1530	133	19	data	datum	NOUN
easat-1530	133	20	was	be	AUX
easat-1530	133	21	sourced	source	VERB
easat-1530	133	22	from	from	ADP
easat-1530	133	23	scholarly	scholarly	ADJ
easat-1530	133	24	publications	publication	NOUN
easat-1530	133	25	and	and	CCONJ
easat-1530	133	26	online	online	ADJ
easat-1530	133	27	sources	source	NOUN
easat-1530	133	28	.	.	PUNCT
easat-1530	134	1	following	follow	VERB
easat-1530	134	2	the	the	DET
easat-1530	134	3	methodology	methodology	NOUN
easat-1530	134	4	of	of	ADP
easat-1530	134	5	earlier	early	ADJ
easat-1530	134	6	research	research	NOUN
easat-1530	134	7	,	,	PUNCT
easat-1530	134	8	the	the	DET
easat-1530	134	9	statements	statement	NOUN
easat-1530	134	10	on	on	ADP
easat-1530	134	11	each	each	DET
easat-1530	134	12	variable	variable	NOUN
easat-1530	134	13	in	in	ADP
easat-1530	134	14	the	the	DET
easat-1530	134	15	questionnaire	questionnaire	NOUN
easat-1530	134	16	have	have	VERB
easat-1530	134	17	a	a	DET
easat-1530	134	18	different	different	ADJ
easat-1530	134	19	number	number	NOUN
easat-1530	134	20	.	.	PUNCT
easat-1530	135	1	there	there	PRON
easat-1530	135	2	are	be	VERB
easat-1530	135	3	a	a	DET
easat-1530	135	4	total	total	NOUN
easat-1530	135	5	of	of	ADP
easat-1530	135	6	six	six	NUM
easat-1530	135	7	statements	statement	NOUN
easat-1530	135	8	in	in	ADP
easat-1530	135	9	the	the	DET
easat-1530	135	10	investment	investment	NOUN
easat-1530	135	11	decision	decision	NOUN
easat-1530	135	12	behavior	behavior	NOUN
easat-1530	135	13	indicators	indicator	NOUN
easat-1530	135	14	(	(	PUNCT
easat-1530	135	15	y	y	NOUN
easat-1530	135	16	)	)	PUNCT
easat-1530	135	17	,	,	PUNCT
easat-1530	135	18	seven	seven	NUM
easat-1530	135	19	statements	statement	NOUN
easat-1530	135	20	in	in	ADP
easat-1530	135	21	the	the	DET
easat-1530	135	22	overconfidence	overconfidence	NOUN
easat-1530	135	23	measurement	measurement	NOUN
easat-1530	135	24	indicators	indicator	NOUN
easat-1530	135	25	(	(	PUNCT
easat-1530	135	26	x1	x1	PROPN
easat-1530	135	27	)	)	PUNCT
easat-1530	135	28	,	,	PUNCT
easat-1530	135	29	nine	nine	NUM
easat-1530	135	30	statements	statement	NOUN
easat-1530	135	31	in	in	ADP
easat-1530	135	32	overconfidence	overconfidence	NOUN
easat-1530	135	33	herding	herding	NOUN
easat-1530	135	34	effect	effect	NOUN
easat-1530	135	35	flexing	flex	VERB
easat-1530	135	36	behavior	behavior	NOUN
easat-1530	135	37	in	in	ADP
easat-1530	135	38	social	social	ADJ
easat-1530	135	39	media	media	NOUN
easat-1530	135	40	h3	h3	NOUN
easat-1530	135	41	h4	h4	PROPN
easat-1530	135	42	1590	1590	NUM
easat-1530	135	43	edelweiss	edelweiss	PROPN
easat-1530	135	44	applied	apply	VERB
easat-1530	135	45	science	science	NOUN
easat-1530	135	46	and	and	CCONJ
easat-1530	135	47	technology	technology	NOUN
easat-1530	135	48	issn	issn	PROPN
easat-1530	135	49	:	:	PUNCT
easat-1530	135	50	2576	2576	NUM
easat-1530	135	51	-	-	SYM
easat-1530	135	52	8484	8484	NUM
easat-1530	135	53	vol	vol	NOUN
easat-1530	135	54	.	.	PROPN
easat-1530	135	55	8	8	NUM
easat-1530	135	56	,	,	PUNCT
easat-1530	135	57	no	no	INTJ
easat-1530	135	58	.	.	NOUN
easat-1530	136	1	4	4	NUM
easat-1530	136	2	:	:	PUNCT
easat-1530	136	3	1586	1586	NUM
easat-1530	136	4	-	-	SYM
easat-1530	136	5	1597	1597	NUM
easat-1530	136	6	,	,	PUNCT
easat-1530	136	7	2024	2024	NUM
easat-1530	136	8	doi	doi	NOUN
easat-1530	136	9	:	:	PUNCT
easat-1530	136	10	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	136	11	©	©	ADP
easat-1530	136	12	2024	2024	NUM
easat-1530	136	13	by	by	ADP
easat-1530	136	14	the	the	DET
easat-1530	136	15	authors	author	NOUN
easat-1530	136	16	;	;	PUNCT
easat-1530	136	17	licensee	licensee	PROPN
easat-1530	136	18	learning	learning	NOUN
easat-1530	136	19	gate	gate	VERB
easat-1530	136	20	the	the	DET
easat-1530	136	21	optimism	optimism	NOUN
easat-1530	136	22	measurement	measurement	NOUN
easat-1530	136	23	indicator	indicator	NOUN
easat-1530	136	24	(	(	PUNCT
easat-1530	136	25	x2	x2	PROPN
easat-1530	136	26	)	)	PUNCT
easat-1530	136	27	,	,	PUNCT
easat-1530	136	28	five	five	NUM
easat-1530	136	29	measurement	measurement	NOUN
easat-1530	136	30	indicators	indicator	NOUN
easat-1530	136	31	for	for	ADP
easat-1530	136	32	the	the	DET
easat-1530	136	33	herding	herding	NOUN
easat-1530	136	34	effect	effect	NOUN
easat-1530	136	35	(	(	PUNCT
easat-1530	136	36	x3	x3	ADJ
easat-1530	136	37	)	)	PUNCT
easat-1530	136	38	,	,	PUNCT
easat-1530	136	39	and	and	CCONJ
easat-1530	136	40	a	a	DET
easat-1530	136	41	total	total	NOUN
easat-1530	136	42	of	of	ADP
easat-1530	136	43	six	six	NUM
easat-1530	136	44	statements	statement	NOUN
easat-1530	136	45	from	from	ADP
easat-1530	136	46	the	the	DET
easat-1530	136	47	social	social	ADJ
easat-1530	136	48	media	medium	NOUN
easat-1530	136	49	flexing	flex	VERB
easat-1530	136	50	measurement	measurement	NOUN
easat-1530	136	51	indicators	indicator	NOUN
easat-1530	136	52	(	(	PUNCT
easat-1530	136	53	x4	x4	PROPN
easat-1530	136	54	)	)	PUNCT
easat-1530	136	55	pre	pre	ADJ
easat-1530	136	56	-	-	ADJ
easat-1530	136	57	testing	testing	NOUN
easat-1530	136	58	was	be	AUX
easat-1530	136	59	done	do	VERB
easat-1530	136	60	to	to	PART
easat-1530	136	61	determine	determine	VERB
easat-1530	136	62	whether	whether	SCONJ
easat-1530	136	63	the	the	DET
easat-1530	136	64	used	use	VERB
easat-1530	136	65	questionnaire	questionnaire	NOUN
easat-1530	136	66	was	be	AUX
easat-1530	136	67	feasible	feasible	ADJ
easat-1530	136	68	before	before	SCONJ
easat-1530	136	69	the	the	DET
easat-1530	136	70	full	full	ADJ
easat-1530	136	71	data	data	NOUN
easat-1530	136	72	collection	collection	NOUN
easat-1530	136	73	for	for	ADP
easat-1530	136	74	the	the	DET
easat-1530	136	75	study	study	NOUN
easat-1530	136	76	was	be	AUX
easat-1530	136	77	done	do	VERB
easat-1530	136	78	.	.	PUNCT
easat-1530	137	1	3.3	3.3	NUM
easat-1530	137	2	.	.	PUNCT
easat-1530	137	3	measurement	measurement	VERB
easat-1530	137	4	the	the	DET
easat-1530	137	5	variables	variable	NOUN
easat-1530	137	6	in	in	ADP
easat-1530	137	7	this	this	DET
easat-1530	137	8	study	study	NOUN
easat-1530	137	9	were	be	AUX
easat-1530	137	10	chosen	choose	VERB
easat-1530	137	11	based	base	VERB
easat-1530	137	12	on	on	ADP
easat-1530	137	13	the	the	DET
easat-1530	137	14	literature	literature	NOUN
easat-1530	137	15	and	and	CCONJ
easat-1530	137	16	the	the	DET
easat-1530	137	17	formulation	formulation	NOUN
easat-1530	137	18	of	of	ADP
easat-1530	137	19	the	the	DET
easat-1530	137	20	problems	problem	NOUN
easat-1530	137	21	.	.	PUNCT
easat-1530	138	1	the	the	DET
easat-1530	138	2	following	follow	VERB
easat-1530	138	3	variables	variable	NOUN
easat-1530	138	4	were	be	AUX
easat-1530	138	5	used	use	VERB
easat-1530	138	6	in	in	ADP
easat-1530	138	7	this	this	DET
easat-1530	138	8	study	study	NOUN
easat-1530	138	9	:	:	PUNCT
easat-1530	138	10	table	table	NOUN
easat-1530	138	11	1	1	NUM
easat-1530	138	12	.	.	PUNCT
easat-1530	139	1	the	the	DET
easat-1530	139	2	definition	definition	NOUN
easat-1530	139	3	of	of	ADP
easat-1530	139	4	variables	variable	NOUN
easat-1530	139	5	.	.	PUNCT
easat-1530	140	1	variable	variable	ADJ
easat-1530	140	2	operational	operational	ADJ
easat-1530	140	3	definition	definition	NOUN
easat-1530	140	4	measurement	measurement	NOUN
easat-1530	140	5	item	item	NOUN
easat-1530	140	6	sources	source	NOUN
easat-1530	140	7	overconfidence	overconfidence	NOUN
easat-1530	140	8	(	(	PUNCT
easat-1530	140	9	x1	x1	ADJ
easat-1530	140	10	)	)	PUNCT
easat-1530	140	11	overconfidence	overconfidence	NOUN
easat-1530	140	12	is	be	AUX
easat-1530	140	13	a	a	DET
easat-1530	140	14	belief	belief	NOUN
easat-1530	140	15	based	base	VERB
easat-1530	140	16	on	on	ADP
easat-1530	140	17	one	one	NUM
easat-1530	140	18	's	's	PART
easat-1530	140	19	intuition	intuition	NOUN
easat-1530	140	20	and	and	CCONJ
easat-1530	140	21	judgment	judgment	NOUN
easat-1530	140	22	that	that	SCONJ
easat-1530	140	23	the	the	DET
easat-1530	140	24	information	information	NOUN
easat-1530	140	25	he	he	PRON
easat-1530	140	26	has	have	VERB
easat-1530	140	27	is	be	AUX
easat-1530	140	28	more	more	ADV
easat-1530	140	29	precise	precise	ADJ
easat-1530	140	30	than	than	ADP
easat-1530	140	31	the	the	DET
easat-1530	140	32	actual	actual	ADJ
easat-1530	140	33	situation	situation	NOUN
easat-1530	140	34	(	(	PUNCT
easat-1530	140	35	pompian	pompian	ADJ
easat-1530	140	36	,	,	PUNCT
easat-1530	140	37	2012	2012	NUM
easat-1530	140	38	)	)	PUNCT
easat-1530	140	39	1	1	NUM
easat-1530	140	40	.	.	X
easat-1530	140	41	have	have	VERB
easat-1530	140	42	confidence	confidence	NOUN
easat-1530	140	43	in	in	ADP
easat-1530	140	44	the	the	DET
easat-1530	140	45	success	success	NOUN
easat-1530	140	46	of	of	ADP
easat-1530	140	47	his	his	PRON
easat-1530	140	48	investment	investment	NOUN
easat-1530	140	49	plan	plan	NOUN
easat-1530	140	50	.	.	PUNCT
easat-1530	141	1	2	2	X
easat-1530	141	2	.	.	X
easat-1530	141	3	have	have	VERB
easat-1530	141	4	performance	performance	NOUN
easat-1530	141	5	in	in	ADP
easat-1530	141	6	making	make	VERB
easat-1530	141	7	better	well	ADJ
easat-1530	141	8	financial	financial	ADJ
easat-1530	141	9	investments	investment	NOUN
easat-1530	141	10	than	than	ADP
easat-1530	141	11	other	other	ADJ
easat-1530	141	12	investors	investor	NOUN
easat-1530	141	13	.	.	PUNCT
easat-1530	142	1	3	3	X
easat-1530	142	2	.	.	X
easat-1530	142	3	have	have	VERB
easat-1530	142	4	confidence	confidence	NOUN
easat-1530	142	5	that	that	SCONJ
easat-1530	142	6	the	the	DET
easat-1530	142	7	results	result	NOUN
easat-1530	142	8	of	of	ADP
easat-1530	142	9	his	his	PRON
easat-1530	142	10	analysis	analysis	NOUN
easat-1530	142	11	in	in	ADP
easat-1530	142	12	making	make	VERB
easat-1530	142	13	financial	financial	ADJ
easat-1530	142	14	investments	investment	NOUN
easat-1530	142	15	are	be	AUX
easat-1530	142	16	very	very	ADV
easat-1530	142	17	appropriate	appropriate	ADJ
easat-1530	142	18	.	.	PUNCT
easat-1530	143	1	4	4	X
easat-1530	143	2	.	.	X
easat-1530	143	3	it	it	PRON
easat-1530	143	4	tends	tend	VERB
easat-1530	143	5	to	to	PART
easat-1530	143	6	prioritize	prioritize	VERB
easat-1530	143	7	micro	micro	ADJ
easat-1530	143	8	condition	condition	NOUN
easat-1530	143	9	analysis	analysis	NOUN
easat-1530	143	10	related	relate	VERB
easat-1530	143	11	to	to	ADP
easat-1530	143	12	company	company	NOUN
easat-1530	143	13	fundamentals	fundamental	NOUN
easat-1530	143	14	and	and	CCONJ
easat-1530	143	15	pay	pay	VERB
easat-1530	143	16	less	less	ADJ
easat-1530	143	17	attention	attention	NOUN
easat-1530	143	18	to	to	ADP
easat-1530	143	19	macro	macro	ADJ
easat-1530	143	20	conditions	condition	NOUN
easat-1530	143	21	in	in	ADP
easat-1530	143	22	making	make	VERB
easat-1530	143	23	investment	investment	NOUN
easat-1530	143	24	decisions	decision	NOUN
easat-1530	143	25	.	.	PUNCT
easat-1530	144	1	[	[	X
easat-1530	144	2	40	40	NUM
easat-1530	144	3	]	]	PUNCT
easat-1530	144	4	optimism	optimism	NOUN
easat-1530	144	5	(	(	PUNCT
easat-1530	144	6	x2	x2	NOUN
easat-1530	144	7	)	)	PUNCT
easat-1530	144	8	optimism	optimism	NOUN
easat-1530	144	9	is	be	AUX
easat-1530	144	10	a	a	DET
easat-1530	144	11	behavioral	behavioral	ADJ
easat-1530	144	12	bias	bias	NOUN
easat-1530	144	13	that	that	PRON
easat-1530	144	14	occurs	occur	VERB
easat-1530	144	15	when	when	SCONJ
easat-1530	144	16	a	a	DET
easat-1530	144	17	person	person	NOUN
easat-1530	144	18	believes	believe	VERB
easat-1530	144	19	that	that	SCONJ
easat-1530	144	20	investment	investment	NOUN
easat-1530	144	21	decisions	decision	NOUN
easat-1530	144	22	made	make	VERB
easat-1530	144	23	will	will	AUX
easat-1530	144	24	be	be	AUX
easat-1530	144	25	more	more	ADV
easat-1530	144	26	successful	successful	ADJ
easat-1530	144	27	than	than	ADP
easat-1530	144	28	other	other	ADJ
easat-1530	144	29	investors	investor	NOUN
easat-1530	144	30	(	(	PUNCT
easat-1530	144	31	baker	baker	PROPN
easat-1530	144	32	&	&	CCONJ
easat-1530	144	33	ricciardi	ricciardi	PROPN
easat-1530	144	34	,	,	PUNCT
easat-1530	144	35	2014	2014	NUM
easat-1530	144	36	)	)	PUNCT
easat-1530	144	37	.	.	PUNCT
easat-1530	145	1	1	1	X
easat-1530	145	2	.	.	X
easat-1530	145	3	have	have	VERB
easat-1530	145	4	confidence	confidence	NOUN
easat-1530	145	5	in	in	ADP
easat-1530	145	6	obtaining	obtain	VERB
easat-1530	145	7	a	a	DET
easat-1530	145	8	higher	high	ADJ
easat-1530	145	9	return	return	NOUN
easat-1530	145	10	on	on	ADP
easat-1530	145	11	financial	financial	ADJ
easat-1530	145	12	investment	investment	NOUN
easat-1530	145	13	than	than	ADP
easat-1530	145	14	other	other	ADJ
easat-1530	145	15	investors	investor	NOUN
easat-1530	145	16	.	.	PUNCT
easat-1530	146	1	2	2	X
easat-1530	146	2	.	.	X
easat-1530	146	3	have	have	VERB
easat-1530	146	4	confidence	confidence	NOUN
easat-1530	146	5	that	that	SCONJ
easat-1530	146	6	the	the	DET
easat-1530	146	7	financial	financial	ADJ
easat-1530	146	8	investments	investment	NOUN
easat-1530	146	9	will	will	AUX
easat-1530	146	10	be	be	AUX
easat-1530	146	11	more	more	ADV
easat-1530	146	12	successful	successful	ADJ
easat-1530	146	13	than	than	ADP
easat-1530	146	14	other	other	ADJ
easat-1530	146	15	investors	investor	NOUN
easat-1530	146	16	.	.	PUNCT
easat-1530	147	1	3	3	X
easat-1530	147	2	.	.	X
easat-1530	147	3	pay	pay	VERB
easat-1530	147	4	attention	attention	NOUN
easat-1530	147	5	to	to	ADP
easat-1530	147	6	changes	change	NOUN
easat-1530	147	7	in	in	ADP
easat-1530	147	8	macro	macro	ADJ
easat-1530	147	9	and	and	CCONJ
easat-1530	147	10	micro	micro	ADJ
easat-1530	147	11	economic	economic	ADJ
easat-1530	147	12	conditions	condition	NOUN
easat-1530	147	13	(	(	PUNCT
easat-1530	147	14	about	about	ADP
easat-1530	147	15	revenue	revenue	NOUN
easat-1530	147	16	,	,	PUNCT
easat-1530	147	17	interest	interest	NOUN
easat-1530	147	18	rates	rate	NOUN
easat-1530	147	19	,	,	PUNCT
easat-1530	147	20	inflation	inflation	NOUN
easat-1530	147	21	,	,	PUNCT
easat-1530	147	22	and	and	CCONJ
easat-1530	147	23	company	company	NOUN
easat-1530	147	24	liquidity	liquidity	NOUN
easat-1530	147	25	)	)	PUNCT
easat-1530	147	26	when	when	SCONJ
easat-1530	147	27	deciding	decide	VERB
easat-1530	147	28	to	to	PART
easat-1530	147	29	invest	invest	VERB
easat-1530	147	30	in	in	ADP
easat-1530	147	31	a	a	DET
easat-1530	147	32	company	company	NOUN
easat-1530	147	33	.	.	PUNCT
easat-1530	148	1	[	[	X
easat-1530	148	2	40	40	NUM
easat-1530	148	3	]	]	PUNCT
easat-1530	148	4	herding	herding	NOUN
easat-1530	148	5	effect	effect	NOUN
easat-1530	148	6	(	(	PUNCT
easat-1530	148	7	x3	x3	ADJ
easat-1530	148	8	)	)	PUNCT
easat-1530	148	9	herding	herding	NOUN
easat-1530	148	10	is	be	AUX
easat-1530	148	11	a	a	DET
easat-1530	148	12	behavioral	behavioral	ADJ
easat-1530	148	13	bias	bias	NOUN
easat-1530	148	14	that	that	PRON
easat-1530	148	15	occurs	occur	VERB
easat-1530	148	16	when	when	SCONJ
easat-1530	148	17	investment	investment	NOUN
easat-1530	148	18	decision	decision	NOUN
easat-1530	148	19	-	-	PUNCT
easat-1530	148	20	making	making	NOUN
easat-1530	148	21	follows	follow	VERB
easat-1530	148	22	the	the	DET
easat-1530	148	23	decisions	decision	NOUN
easat-1530	148	24	of	of	ADP
easat-1530	148	25	other	other	ADJ
easat-1530	148	26	investors	investor	NOUN
easat-1530	148	27	(	(	PUNCT
easat-1530	148	28	baker	baker	PROPN
easat-1530	148	29	&	&	CCONJ
easat-1530	148	30	ricciardi	ricciardi	PROPN
easat-1530	148	31	,	,	PUNCT
easat-1530	148	32	2014	2014	NUM
easat-1530	148	33	)	)	PUNCT
easat-1530	148	34	1	1	X
easat-1530	148	35	.	.	PUNCT
easat-1530	149	1	easily	easily	ADV
easat-1530	149	2	influenced	influence	VERB
easat-1530	149	3	by	by	ADP
easat-1530	149	4	decisions	decision	NOUN
easat-1530	149	5	taken	take	VERB
easat-1530	149	6	by	by	ADP
easat-1530	149	7	other	other	ADJ
easat-1530	149	8	investors	investor	NOUN
easat-1530	149	9	.	.	PUNCT
easat-1530	150	1	2	2	X
easat-1530	150	2	.	.	X
easat-1530	150	3	believing	believe	VERB
easat-1530	150	4	that	that	SCONJ
easat-1530	150	5	decisions	decision	NOUN
easat-1530	150	6	taken	take	VERB
easat-1530	150	7	by	by	ADP
easat-1530	150	8	other	other	ADJ
easat-1530	150	9	investors	investor	NOUN
easat-1530	150	10	[	[	X
easat-1530	150	11	40	40	NUM
easat-1530	150	12	]	]	PUNCT
easat-1530	150	13	1591	1591	NUM
easat-1530	150	14	edelweiss	edelweiss	PROPN
easat-1530	150	15	applied	apply	VERB
easat-1530	150	16	science	science	NOUN
easat-1530	150	17	and	and	CCONJ
easat-1530	150	18	technology	technology	NOUN
easat-1530	150	19	issn	issn	PROPN
easat-1530	150	20	:	:	PUNCT
easat-1530	150	21	2576	2576	NUM
easat-1530	150	22	-	-	SYM
easat-1530	150	23	8484	8484	NUM
easat-1530	150	24	vol	vol	NOUN
easat-1530	150	25	.	.	PROPN
easat-1530	150	26	8	8	NUM
easat-1530	150	27	,	,	PUNCT
easat-1530	150	28	no	no	INTJ
easat-1530	150	29	.	.	NOUN
easat-1530	150	30	4	4	NUM
easat-1530	150	31	:	:	PUNCT
easat-1530	150	32	1586	1586	NUM
easat-1530	150	33	-	-	SYM
easat-1530	150	34	1597	1597	NUM
easat-1530	150	35	,	,	PUNCT
easat-1530	150	36	2024	2024	NUM
easat-1530	150	37	doi	doi	NOUN
easat-1530	150	38	:	:	PUNCT
easat-1530	150	39	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	150	40	©	©	ADP
easat-1530	150	41	2024	2024	NUM
easat-1530	150	42	by	by	ADP
easat-1530	150	43	the	the	DET
easat-1530	150	44	authors	author	NOUN
easat-1530	150	45	;	;	PUNCT
easat-1530	150	46	licensee	licensee	PROPN
easat-1530	150	47	learning	learning	NOUN
easat-1530	150	48	gate	gate	PROPN
easat-1530	150	49	variable	variable	ADJ
easat-1530	150	50	operational	operational	ADJ
easat-1530	150	51	definition	definition	NOUN
easat-1530	150	52	measurement	measurement	NOUN
easat-1530	150	53	item	item	NOUN
easat-1530	150	54	sources	source	NOUN
easat-1530	150	55	are	be	AUX
easat-1530	150	56	always	always	ADV
easat-1530	150	57	right	right	ADJ
easat-1530	150	58	.	.	PUNCT
easat-1530	151	1	flexing	flex	VERB
easat-1530	151	2	behavior	behavior	NOUN
easat-1530	151	3	in	in	ADP
easat-1530	151	4	social	social	ADJ
easat-1530	151	5	media	medium	NOUN
easat-1530	151	6	(	(	PUNCT
easat-1530	151	7	x4	x4	PROPN
easat-1530	151	8	)	)	PUNCT
easat-1530	151	9	flexing	flexing	NOUN
easat-1530	151	10	is	be	AUX
easat-1530	151	11	related	relate	VERB
easat-1530	151	12	to	to	ADP
easat-1530	151	13	showing	show	VERB
easat-1530	151	14	off	off	ADP
easat-1530	151	15	all	all	DET
easat-1530	151	16	material	material	ADJ
easat-1530	151	17	possessions	possession	NOUN
easat-1530	151	18	and	and	CCONJ
easat-1530	151	19	wealth	wealth	NOUN
easat-1530	151	20	.	.	PUNCT
easat-1530	152	1	in	in	ADP
easat-1530	152	2	economics	economic	NOUN
easat-1530	152	3	,	,	PUNCT
easat-1530	152	4	flexing	flex	VERB
easat-1530	152	5	is	be	AUX
easat-1530	152	6	similar	similar	ADJ
easat-1530	152	7	to	to	ADP
easat-1530	152	8	conspicuous	conspicuous	ADJ
easat-1530	152	9	consumption	consumption	NOUN
easat-1530	152	10	or	or	CCONJ
easat-1530	152	11	using	use	VERB
easat-1530	152	12	money	money	NOUN
easat-1530	152	13	to	to	PART
easat-1530	152	14	buy	buy	VERB
easat-1530	152	15	luxury	luxury	NOUN
easat-1530	152	16	goods	good	NOUN
easat-1530	152	17	and	and	CCONJ
easat-1530	152	18	services	service	NOUN
easat-1530	152	19	to	to	PART
easat-1530	152	20	show	show	VERB
easat-1530	152	21	economic	economic	ADJ
easat-1530	152	22	status	status	NOUN
easat-1530	152	23	or	or	CCONJ
easat-1530	152	24	strength	strength	NOUN
easat-1530	152	25	.	.	PUNCT
easat-1530	153	1	1	1	X
easat-1530	153	2	.	.	X
easat-1530	153	3	have	have	VERB
easat-1530	153	4	interaction	interaction	NOUN
easat-1530	153	5	with	with	ADP
easat-1530	153	6	social	social	ADJ
easat-1530	153	7	media	medium	NOUN
easat-1530	153	8	.	.	PUNCT
easat-1530	154	1	2	2	X
easat-1530	154	2	.	.	X
easat-1530	154	3	have	have	VERB
easat-1530	154	4	faith	faith	NOUN
easat-1530	154	5	in	in	ADP
easat-1530	154	6	one	one	NUM
easat-1530	154	7	of	of	ADP
easat-1530	154	8	the	the	DET
easat-1530	154	9	characters	character	NOUN
easat-1530	154	10	.	.	PUNCT
easat-1530	155	1	[	[	X
easat-1530	155	2	40	40	NUM
easat-1530	155	3	]	]	PUNCT
easat-1530	155	4	,	,	PUNCT
easat-1530	155	5	[	[	X
easat-1530	155	6	41	41	NUM
easat-1530	155	7	]	]	PUNCT
easat-1530	155	8	investment	investment	NOUN
easat-1530	155	9	decision	decision	NOUN
easat-1530	155	10	behavior	behavior	NOUN
easat-1530	155	11	(	(	PUNCT
easat-1530	155	12	y	y	NOUN
easat-1530	155	13	)	)	PUNCT
easat-1530	155	14	investment	investment	NOUN
easat-1530	155	15	decision	decision	NOUN
easat-1530	155	16	behavior	behavior	NOUN
easat-1530	155	17	is	be	AUX
easat-1530	155	18	a	a	DET
easat-1530	155	19	tendency	tendency	NOUN
easat-1530	155	20	to	to	PART
easat-1530	155	21	make	make	VERB
easat-1530	155	22	investment	investment	NOUN
easat-1530	155	23	decisions	decision	NOUN
easat-1530	155	24	that	that	PRON
easat-1530	155	25	are	be	AUX
easat-1530	155	26	influenced	influence	VERB
easat-1530	155	27	by	by	ADP
easat-1530	155	28	information	information	NOUN
easat-1530	155	29	and	and	CCONJ
easat-1530	155	30	knowledge	knowledge	NOUN
easat-1530	155	31	from	from	ADP
easat-1530	155	32	investors	investor	NOUN
easat-1530	155	33	,	,	PUNCT
easat-1530	155	34	which	which	PRON
easat-1530	155	35	leads	lead	VERB
easat-1530	155	36	to	to	ADP
easat-1530	155	37	rational	rational	ADJ
easat-1530	155	38	or	or	CCONJ
easat-1530	155	39	irrational	irrational	ADJ
easat-1530	155	40	attitudes	attitude	NOUN
easat-1530	155	41	of	of	ADP
easat-1530	155	42	investors	investor	NOUN
easat-1530	155	43	towards	towards	ADP
easat-1530	155	44	investment	investment	NOUN
easat-1530	155	45	decisions	decision	NOUN
easat-1530	155	46	taken	take	VERB
easat-1530	155	47	,	,	PUNCT
easat-1530	155	48	which	which	PRON
easat-1530	155	49	can	can	AUX
easat-1530	155	50	be	be	AUX
easat-1530	155	51	seen	see	VERB
easat-1530	155	52	based	base	VERB
easat-1530	155	53	on	on	ADP
easat-1530	155	54	psychological	psychological	ADJ
easat-1530	155	55	,	,	PUNCT
easat-1530	155	56	personal	personal	ADJ
easat-1530	155	57	,	,	PUNCT
easat-1530	155	58	social	social	ADJ
easat-1530	155	59	,	,	PUNCT
easat-1530	155	60	cultural	cultural	ADJ
easat-1530	155	61	,	,	PUNCT
easat-1530	155	62	and	and	CCONJ
easat-1530	155	63	beliefs	belief	NOUN
easat-1530	155	64	(	(	PUNCT
easat-1530	155	65	christanti	christanti	PROPN
easat-1530	155	66	&	&	CCONJ
easat-1530	155	67	mahastanti	mahastanti	PROPN
easat-1530	155	68	,	,	PUNCT
easat-1530	155	69	2011	2011	NUM
easat-1530	155	70	)	)	PUNCT
easat-1530	155	71	1	1	NUM
easat-1530	155	72	.	.	X
easat-1530	156	1	have	have	VERB
easat-1530	156	2	knowledge	knowledge	NOUN
easat-1530	156	3	,	,	PUNCT
easat-1530	156	4	especially	especially	ADV
easat-1530	156	5	about	about	ADP
easat-1530	156	6	financial	financial	ADJ
easat-1530	156	7	investment	investment	NOUN
easat-1530	156	8	2	2	NUM
easat-1530	156	9	.	.	PUNCT
easat-1530	157	1	have	have	VERB
easat-1530	157	2	a	a	DET
easat-1530	157	3	vision	vision	NOUN
easat-1530	157	4	in	in	ADP
easat-1530	157	5	making	make	VERB
easat-1530	157	6	financial	financial	ADJ
easat-1530	157	7	investments	investment	NOUN
easat-1530	157	8	to	to	PART
easat-1530	157	9	achieve	achieve	VERB
easat-1530	157	10	life	life	NOUN
easat-1530	157	11	goals	goal	NOUN
easat-1530	157	12	3	3	NUM
easat-1530	157	13	.	.	PUNCT
easat-1530	158	1	able	able	ADJ
easat-1530	158	2	to	to	PART
easat-1530	158	3	analyze	analyze	VERB
easat-1530	158	4	before	before	ADP
easat-1530	158	5	investing	invest	VERB
easat-1530	158	6	in	in	ADP
easat-1530	158	7	economic	economic	ADJ
easat-1530	158	8	conditions	condition	NOUN
easat-1530	158	9	in	in	ADP
easat-1530	158	10	terms	term	NOUN
easat-1530	158	11	of	of	ADP
easat-1530	158	12	macro	macro	NOUN
easat-1530	158	13	and	and	CCONJ
easat-1530	158	14	micro	micro	NOUN
easat-1530	158	15	.	.	PUNCT
easat-1530	159	1	[	[	X
easat-1530	159	2	40	40	NUM
easat-1530	159	3	]	]	PUNCT
easat-1530	159	4	note	note	NOUN
easat-1530	159	5	:	:	PUNCT
easat-1530	159	6	the	the	DET
easat-1530	159	7	data	datum	NOUN
easat-1530	159	8	were	be	AUX
easat-1530	159	9	analyzed	analyze	VERB
easat-1530	159	10	with	with	ADP
easat-1530	159	11	the	the	DET
easat-1530	159	12	partial	partial	ADJ
easat-1530	159	13	least	least	ADJ
easat-1530	159	14	square	square	ADJ
easat-1530	159	15	(	(	PUNCT
easat-1530	159	16	pls	pls	INTJ
easat-1530	159	17	)	)	PUNCT
easat-1530	159	18	after	after	ADP
easat-1530	159	19	passing	pass	VERB
easat-1530	159	20	the	the	DET
easat-1530	159	21	validity	validity	NOUN
easat-1530	159	22	and	and	CCONJ
easat-1530	159	23	reliability	reliability	NOUN
easat-1530	159	24	test	test	NOUN
easat-1530	159	25	stages	stage	NOUN
easat-1530	159	26	.	.	PUNCT
easat-1530	160	1	4	4	X
easat-1530	160	2	.	.	X
easat-1530	160	3	results	result	VERB
easat-1530	160	4	4.1	4.1	NUM
easat-1530	160	5	.	.	PUNCT
easat-1530	161	1	characteristics	characteristic	NOUN
easat-1530	161	2	of	of	ADP
easat-1530	161	3	respondents	respondent	NOUN
easat-1530	161	4	based	base	VERB
easat-1530	161	5	on	on	ADP
easat-1530	161	6	the	the	DET
easat-1530	161	7	data	datum	NOUN
easat-1530	161	8	,	,	PUNCT
easat-1530	161	9	the	the	DET
easat-1530	161	10	characteristics	characteristic	NOUN
easat-1530	161	11	of	of	ADP
easat-1530	161	12	respondents	respondent	NOUN
easat-1530	161	13	in	in	ADP
easat-1530	161	14	this	this	DET
easat-1530	161	15	research	research	NOUN
easat-1530	161	16	have	have	VERB
easat-1530	161	17	many	many	ADJ
easat-1530	161	18	categories	category	NOUN
easat-1530	161	19	.	.	PUNCT
easat-1530	162	1	based	base	VERB
easat-1530	162	2	on	on	ADP
easat-1530	162	3	age	age	NOUN
easat-1530	162	4	categories	category	NOUN
easat-1530	162	5	,	,	PUNCT
easat-1530	162	6	most	most	ADJ
easat-1530	162	7	respondents	respondent	NOUN
easat-1530	162	8	are	be	AUX
easat-1530	162	9	at	at	ADP
easat-1530	162	10	the	the	DET
easat-1530	162	11	productive	productive	ADJ
easat-1530	162	12	age	age	NOUN
easat-1530	162	13	,	,	PUNCT
easat-1530	162	14	which	which	PRON
easat-1530	162	15	is	be	AUX
easat-1530	162	16	15	15	NUM
easat-1530	162	17	-	-	SYM
easat-1530	162	18	64	64	NUM
easat-1530	162	19	years	year	NOUN
easat-1530	162	20	,	,	PUNCT
easat-1530	162	21	with	with	ADP
easat-1530	162	22	the	the	DET
easat-1530	162	23	most	most	ADJ
easat-1530	162	24	number	number	NOUN
easat-1530	162	25	aged	age	VERB
easat-1530	162	26	17	17	NUM
easat-1530	162	27	-	-	SYM
easat-1530	162	28	25	25	NUM
easat-1530	162	29	years	year	NOUN
easat-1530	162	30	.	.	PUNCT
easat-1530	163	1	regarding	regard	VERB
easat-1530	163	2	education	education	NOUN
easat-1530	163	3	level	level	NOUN
easat-1530	163	4	,	,	PUNCT
easat-1530	163	5	most	most	ADJ
easat-1530	163	6	respondents	respondent	NOUN
easat-1530	163	7	had	have	VERB
easat-1530	163	8	a	a	DET
easat-1530	163	9	diploma	diploma	NOUN
easat-1530	163	10	and	and	CCONJ
easat-1530	163	11	bachelor	bachelor	NOUN
easat-1530	163	12	's	's	PART
easat-1530	163	13	degree	degree	NOUN
easat-1530	163	14	,	,	PUNCT
easat-1530	163	15	as	as	ADV
easat-1530	163	16	many	many	ADJ
easat-1530	163	17	as	as	ADP
easat-1530	163	18	76,75	76,75	NUM
easat-1530	163	19	%	%	NOUN
easat-1530	163	20	or	or	CCONJ
easat-1530	163	21	307	307	NUM
easat-1530	163	22	people	people	NOUN
easat-1530	163	23	.	.	PUNCT
easat-1530	164	1	the	the	DET
easat-1530	164	2	lowest	low	ADJ
easat-1530	164	3	level	level	NOUN
easat-1530	164	4	of	of	ADP
easat-1530	164	5	education	education	NOUN
easat-1530	164	6	owned	own	VERB
easat-1530	164	7	by	by	ADP
easat-1530	164	8	respondents	respondent	NOUN
easat-1530	164	9	was	be	AUX
easat-1530	164	10	senior	senior	ADJ
easat-1530	164	11	high	high	ADJ
easat-1530	164	12	schools	school	NOUN
easat-1530	164	13	,	,	PUNCT
easat-1530	164	14	with	with	ADP
easat-1530	164	15	as	as	ADV
easat-1530	164	16	much	much	ADJ
easat-1530	164	17	as	as	ADP
easat-1530	164	18	20.25	20.25	NUM
easat-1530	164	19	%	%	NOUN
easat-1530	164	20	or	or	CCONJ
easat-1530	164	21	81	81	NUM
easat-1530	164	22	people	people	NOUN
easat-1530	164	23	.	.	PUNCT
easat-1530	165	1	so	so	ADV
easat-1530	165	2	,	,	PUNCT
easat-1530	165	3	based	base	VERB
easat-1530	165	4	on	on	ADP
easat-1530	165	5	the	the	DET
easat-1530	165	6	level	level	NOUN
easat-1530	165	7	of	of	ADP
easat-1530	165	8	education	education	NOUN
easat-1530	165	9	,	,	PUNCT
easat-1530	165	10	can	can	AUX
easat-1530	165	11	affect	affect	VERB
easat-1530	165	12	preferences	preference	NOUN
easat-1530	165	13	to	to	PART
easat-1530	165	14	invest	invest	VERB
easat-1530	165	15	directly	directly	ADV
easat-1530	165	16	or	or	CCONJ
easat-1530	165	17	indirectly	indirectly	ADV
easat-1530	165	18	in	in	ADP
easat-1530	165	19	their	their	PRON
easat-1530	165	20	income	income	NOUN
easat-1530	165	21	.	.	PUNCT
easat-1530	166	1	respondent	respondent	NOUN
easat-1530	166	2	income	income	NOUN
easat-1530	166	3	data	datum	NOUN
easat-1530	166	4	shows	show	VERB
easat-1530	166	5	that	that	SCONJ
easat-1530	166	6	the	the	DET
easat-1530	166	7	majority	majority	NOUN
easat-1530	166	8	are	be	AUX
easat-1530	166	9	in	in	ADP
easat-1530	166	10	the	the	DET
easat-1530	166	11	category	category	NOUN
easat-1530	166	12	of	of	ADP
easat-1530	166	13	rp	rp	NOUN
easat-1530	166	14	.	.	PROPN
easat-1530	166	15	500,000	500,000	NUM
easat-1530	166	16	–	–	PUNCT
easat-1530	166	17	rp	rp	NOUN
easat-1530	166	18	.	.	NOUN
easat-1530	166	19	2,999,000	2,999,000	NUM
easat-1530	166	20	.	.	PUNCT
easat-1530	167	1	the	the	DET
easat-1530	167	2	next	next	ADJ
easat-1530	167	3	highest	high	ADJ
easat-1530	167	4	income	income	NOUN
easat-1530	167	5	,	,	PUNCT
easat-1530	167	6	rp	rp	NOUN
easat-1530	167	7	.	.	PROPN
easat-1530	167	8	3,000,000	3,000,000	NUM
easat-1530	167	9	–	–	PUNCT
easat-1530	167	10	rp	rp	NOUN
easat-1530	167	11	.	.	NOUN
easat-1530	167	12	5,999,000	5,999,000	NUM
easat-1530	167	13	,	,	PUNCT
easat-1530	167	14	rp	rp	NOUN
easat-1530	167	15	.	.	PROPN
easat-1530	167	16	6,000,000	6,000,000	NUM
easat-1530	167	17	–	–	PUNCT
easat-1530	167	18	rp	rp	NOUN
easat-1530	167	19	.	.	PROPN
easat-1530	167	20	9,900,000	9,900,000	NUM
easat-1530	167	21	.	.	PUNCT
easat-1530	168	1	the	the	DET
easat-1530	168	2	highest	high	ADJ
easat-1530	168	3	income	income	NOUN
easat-1530	168	4	category	category	NOUN
easat-1530	168	5	was	be	AUX
easat-1530	168	6	more	more	ADJ
easat-1530	168	7	than	than	ADP
easat-1530	168	8	fifteen	fifteen	NUM
easat-1530	168	9	million	million	NUM
easat-1530	168	10	as	as	ADV
easat-1530	168	11	many	many	ADJ
easat-1530	168	12	as	as	ADP
easat-1530	168	13	three	three	NUM
easat-1530	168	14	respondents	respondent	NOUN
easat-1530	168	15	.	.	PUNCT
easat-1530	169	1	however	however	ADV
easat-1530	169	2	,	,	PUNCT
easat-1530	169	3	their	their	PRON
easat-1530	169	4	income	income	NOUN
easat-1530	169	5	is	be	AUX
easat-1530	169	6	calculated	calculate	VERB
easat-1530	169	7	from	from	ADP
easat-1530	169	8	their	their	PRON
easat-1530	169	9	main	main	ADJ
easat-1530	169	10	job	job	NOUN
easat-1530	169	11	.	.	PUNCT
easat-1530	170	1	based	base	VERB
easat-1530	170	2	on	on	ADP
easat-1530	170	3	the	the	DET
easat-1530	170	4	data	datum	NOUN
easat-1530	170	5	,	,	PUNCT
easat-1530	170	6	respondents	respondent	NOUN
easat-1530	170	7	depended	depend	VERB
easat-1530	170	8	on	on	ADP
easat-1530	170	9	the	the	DET
easat-1530	170	10	main	main	ADJ
easat-1530	170	11	work	work	NOUN
easat-1530	170	12	and	and	CCONJ
easat-1530	170	13	invested	invest	VERB
easat-1530	170	14	in	in	ADP
easat-1530	170	15	various	various	ADJ
easat-1530	170	16	products	product	NOUN
easat-1530	170	17	.	.	PUNCT
easat-1530	171	1	the	the	DET
easat-1530	171	2	types	type	NOUN
easat-1530	171	3	of	of	ADP
easat-1530	171	4	investments	investment	NOUN
easat-1530	171	5	that	that	PRON
easat-1530	171	6	many	many	ADJ
easat-1530	171	7	respondents	respondent	NOUN
easat-1530	171	8	choose	choose	VERB
easat-1530	171	9	are	be	AUX
easat-1530	171	10	savings	saving	NOUN
easat-1530	171	11	,	,	PUNCT
easat-1530	171	12	stocks	stock	NOUN
easat-1530	171	13	,	,	PUNCT
easat-1530	171	14	mutual	mutual	ADJ
easat-1530	171	15	funds	fund	NOUN
easat-1530	171	16	,	,	PUNCT
easat-1530	171	17	bonds	bond	NOUN
easat-1530	171	18	,	,	PUNCT
easat-1530	171	19	gold	gold	NOUN
easat-1530	171	20	,	,	PUNCT
easat-1530	171	21	to	to	ADP
easat-1530	171	22	property	property	NOUN
easat-1530	171	23	such	such	ADJ
easat-1530	171	24	as	as	ADP
easat-1530	171	25	land	land	NOUN
easat-1530	171	26	.	.	PUNCT
easat-1530	172	1	1592	1592	NUM
easat-1530	172	2	edelweiss	edelweiss	PROPN
easat-1530	172	3	applied	apply	VERB
easat-1530	172	4	science	science	NOUN
easat-1530	172	5	and	and	CCONJ
easat-1530	172	6	technology	technology	NOUN
easat-1530	172	7	issn	issn	PROPN
easat-1530	172	8	:	:	PUNCT
easat-1530	172	9	2576	2576	NUM
easat-1530	172	10	-	-	SYM
easat-1530	172	11	8484	8484	NUM
easat-1530	172	12	vol	vol	NOUN
easat-1530	172	13	.	.	PROPN
easat-1530	172	14	8	8	NUM
easat-1530	172	15	,	,	PUNCT
easat-1530	172	16	no	no	INTJ
easat-1530	172	17	.	.	NOUN
easat-1530	172	18	4	4	NUM
easat-1530	172	19	:	:	PUNCT
easat-1530	172	20	1586	1586	NUM
easat-1530	172	21	-	-	SYM
easat-1530	172	22	1597	1597	NUM
easat-1530	172	23	,	,	PUNCT
easat-1530	172	24	2024	2024	NUM
easat-1530	172	25	doi	doi	NOUN
easat-1530	172	26	:	:	PUNCT
easat-1530	172	27	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	172	28	©	©	ADP
easat-1530	172	29	2024	2024	NUM
easat-1530	172	30	by	by	ADP
easat-1530	172	31	the	the	DET
easat-1530	172	32	authors	author	NOUN
easat-1530	172	33	;	;	PUNCT
easat-1530	172	34	licensee	licensee	PROPN
easat-1530	172	35	learning	learn	VERB
easat-1530	172	36	gate	gate	NOUN
easat-1530	172	37	table	table	NOUN
easat-1530	172	38	2	2	NUM
easat-1530	172	39	.	.	PUNCT
easat-1530	172	40	type	type	NOUN
easat-1530	172	41	of	of	ADP
easat-1530	172	42	product	product	NOUN
easat-1530	172	43	investments	investment	NOUN
easat-1530	172	44	.	.	PUNCT
easat-1530	173	1	no	no	INTJ
easat-1530	173	2	.	.	PUNCT
easat-1530	173	3	type	type	NOUN
easat-1530	173	4	of	of	ADP
easat-1530	173	5	investments	investment	NOUN
easat-1530	173	6	total	total	VERB
easat-1530	173	7	1	1	NUM
easat-1530	173	8	.	.	PUNCT
easat-1530	174	1	savings	saving	NOUN
easat-1530	174	2	350	350	NUM
easat-1530	174	3	2	2	NUM
easat-1530	174	4	.	.	PUNCT
easat-1530	175	1	stock	stock	NOUN
easat-1530	175	2	107	107	NUM
easat-1530	175	3	3	3	NUM
easat-1530	175	4	.	.	PUNCT
easat-1530	176	1	gold	gold	NOUN
easat-1530	176	2	56	56	NUM
easat-1530	176	3	4	4	NUM
easat-1530	176	4	.	.	PUNCT
easat-1530	176	5	land	land	NOUN
easat-1530	176	6	property	property	NOUN
easat-1530	176	7	19	19	NUM
easat-1530	176	8	5	5	NUM
easat-1530	176	9	.	.	PUNCT
easat-1530	176	10	fund	fund	NOUN
easat-1530	176	11	14	14	NUM
easat-1530	176	12	6	6	NUM
easat-1530	176	13	.	.	PUNCT
easat-1530	177	1	building	build	VERB
easat-1530	177	2	property	property	NOUN
easat-1530	177	3	14	14	NUM
easat-1530	177	4	7	7	NUM
easat-1530	177	5	.	.	PUNCT
easat-1530	177	6	bond	bond	NOUN
easat-1530	177	7	1	1	NUM
easat-1530	177	8	8	8	NUM
easat-1530	177	9	.	.	PUNCT
easat-1530	177	10	sukuk	sukuk	NOUN
easat-1530	177	11	1	1	NUM
easat-1530	177	12	the	the	DET
easat-1530	177	13	most	most	ADJ
easat-1530	177	14	investment	investment	NOUN
easat-1530	177	15	products	product	NOUN
easat-1530	177	16	owned	own	VERB
easat-1530	177	17	by	by	ADP
easat-1530	177	18	respondents	respondent	NOUN
easat-1530	177	19	were	be	AUX
easat-1530	177	20	savings	saving	NOUN
easat-1530	177	21	,	,	PUNCT
easat-1530	177	22	as	as	ADV
easat-1530	177	23	many	many	ADJ
easat-1530	177	24	as	as	ADP
easat-1530	177	25	350	350	NUM
easat-1530	177	26	respondents	respondent	NOUN
easat-1530	177	27	.	.	PUNCT
easat-1530	178	1	the	the	DET
easat-1530	178	2	second	second	ADJ
easat-1530	178	3	most	most	ADV
easat-1530	178	4	significant	significant	ADJ
easat-1530	178	5	type	type	NOUN
easat-1530	178	6	of	of	ADP
easat-1530	178	7	investment	investment	NOUN
easat-1530	178	8	product	product	NOUN
easat-1530	178	9	is	be	AUX
easat-1530	178	10	stocks	stock	NOUN
easat-1530	178	11	,	,	PUNCT
easat-1530	178	12	with	with	ADP
easat-1530	178	13	as	as	ADV
easat-1530	178	14	many	many	ADJ
easat-1530	178	15	as	as	ADP
easat-1530	178	16	107	107	NUM
easat-1530	178	17	respondents	respondent	NOUN
easat-1530	178	18	.	.	PUNCT
easat-1530	179	1	furthermore	furthermore	ADV
easat-1530	179	2	,	,	PUNCT
easat-1530	179	3	the	the	DET
easat-1530	179	4	best	good	ADJ
easat-1530	179	5	type	type	NOUN
easat-1530	179	6	of	of	ADP
easat-1530	179	7	investment	investment	NOUN
easat-1530	179	8	product	product	NOUN
easat-1530	179	9	is	be	AUX
easat-1530	179	10	gold	gold	NOUN
easat-1530	179	11	.	.	PUNCT
easat-1530	180	1	the	the	DET
easat-1530	180	2	types	type	NOUN
easat-1530	180	3	of	of	ADP
easat-1530	180	4	investment	investment	NOUN
easat-1530	180	5	products	product	NOUN
easat-1530	180	6	that	that	PRON
easat-1530	180	7	respondents	respondent	NOUN
easat-1530	180	8	have	have	VERB
easat-1530	180	9	the	the	DET
easat-1530	180	10	least	least	ADJ
easat-1530	180	11	are	be	AUX
easat-1530	180	12	bonds	bond	NOUN
easat-1530	180	13	and	and	CCONJ
easat-1530	180	14	sukuk	sukuk	NOUN
easat-1530	180	15	.	.	PUNCT
easat-1530	181	1	however	however	ADV
easat-1530	181	2	,	,	PUNCT
easat-1530	181	3	some	some	DET
easat-1530	181	4	respondents	respondent	NOUN
easat-1530	181	5	have	have	AUX
easat-1530	181	6	invested	invest	VERB
easat-1530	181	7	in	in	ADP
easat-1530	181	8	more	more	ADJ
easat-1530	181	9	than	than	ADP
easat-1530	181	10	one	one	NUM
easat-1530	181	11	product	product	NOUN
easat-1530	181	12	.	.	PUNCT
easat-1530	182	1	based	base	VERB
easat-1530	182	2	on	on	ADP
easat-1530	182	3	various	various	ADJ
easat-1530	182	4	types	type	NOUN
easat-1530	182	5	of	of	ADP
easat-1530	182	6	investment	investment	NOUN
easat-1530	182	7	products	product	NOUN
easat-1530	182	8	owned	own	VERB
easat-1530	182	9	by	by	ADP
easat-1530	182	10	respondents	respondent	NOUN
easat-1530	182	11	.	.	PUNCT
easat-1530	183	1	most	most	ADJ
easat-1530	183	2	respondents	respondent	NOUN
easat-1530	183	3	who	who	PRON
easat-1530	183	4	invest	invest	VERB
easat-1530	183	5	are	be	AUX
easat-1530	183	6	still	still	ADV
easat-1530	183	7	relatively	relatively	ADV
easat-1530	183	8	new	new	ADJ
easat-1530	183	9	investors	investor	NOUN
easat-1530	183	10	,	,	PUNCT
easat-1530	183	11	which	which	PRON
easat-1530	183	12	is	be	AUX
easat-1530	183	13	0	0	NUM
easat-1530	183	14	-	-	SYM
easat-1530	183	15	1	1	NUM
easat-1530	183	16	year	year	NOUN
easat-1530	183	17	.	.	PUNCT
easat-1530	184	1	the	the	DET
easat-1530	184	2	next	next	ADJ
easat-1530	184	3	most	most	ADJ
easat-1530	184	4	investment	investment	NOUN
easat-1530	184	5	duration	duration	NOUN
easat-1530	184	6	is	be	AUX
easat-1530	184	7	1	1	NUM
easat-1530	184	8	-	-	SYM
easat-1530	184	9	3	3	NUM
easat-1530	184	10	years	year	NOUN
easat-1530	184	11	,	,	PUNCT
easat-1530	184	12	4	4	NUM
easat-1530	184	13	-	-	SYM
easat-1530	184	14	7	7	NUM
easat-1530	184	15	years	year	NOUN
easat-1530	184	16	,	,	PUNCT
easat-1530	184	17	and	and	CCONJ
easat-1530	184	18	more	more	ADJ
easat-1530	184	19	than	than	ADP
easat-1530	184	20	seven	seven	NUM
easat-1530	184	21	years	year	NOUN
easat-1530	184	22	.	.	PUNCT
easat-1530	185	1	as	as	ADP
easat-1530	185	2	investors	investor	NOUN
easat-1530	185	3	,	,	PUNCT
easat-1530	185	4	respondents	respondent	NOUN
easat-1530	185	5	in	in	ADP
easat-1530	185	6	this	this	DET
easat-1530	185	7	research	research	NOUN
easat-1530	185	8	get	get	VERB
easat-1530	185	9	knowledge	knowledge	NOUN
easat-1530	185	10	from	from	ADP
easat-1530	185	11	various	various	ADJ
easat-1530	185	12	ways	way	NOUN
easat-1530	185	13	,	,	PUNCT
easat-1530	185	14	especially	especially	ADV
easat-1530	185	15	information	information	NOUN
easat-1530	185	16	from	from	ADP
easat-1530	185	17	social	social	ADJ
easat-1530	185	18	media	medium	NOUN
easat-1530	185	19	.	.	PUNCT
easat-1530	186	1	so	so	ADV
easat-1530	186	2	,	,	PUNCT
easat-1530	186	3	social	social	ADJ
easat-1530	186	4	media	medium	NOUN
easat-1530	186	5	is	be	AUX
easat-1530	186	6	not	not	PART
easat-1530	186	7	only	only	ADV
easat-1530	186	8	used	use	VERB
easat-1530	186	9	for	for	ADP
easat-1530	186	10	entertainment	entertainment	NOUN
easat-1530	186	11	but	but	CCONJ
easat-1530	186	12	also	also	ADV
easat-1530	186	13	to	to	PART
easat-1530	186	14	educate	educate	VERB
easat-1530	186	15	.	.	PUNCT
easat-1530	187	1	based	base	VERB
easat-1530	187	2	on	on	ADP
easat-1530	187	3	data	datum	NOUN
easat-1530	187	4	,	,	PUNCT
easat-1530	187	5	the	the	DET
easat-1530	187	6	total	total	ADJ
easat-1530	187	7	respondents	respondent	NOUN
easat-1530	187	8	that	that	PRON
easat-1530	187	9	only	only	ADV
easat-1530	187	10	one	one	NUM
easat-1530	187	11	respondent	respondent	NOUN
easat-1530	187	12	does	do	AUX
easat-1530	187	13	not	not	PART
easat-1530	187	14	have	have	VERB
easat-1530	187	15	social	social	ADJ
easat-1530	187	16	media	medium	NOUN
easat-1530	187	17	.	.	PUNCT
easat-1530	188	1	in	in	ADP
easat-1530	188	2	contrast	contrast	NOUN
easat-1530	188	3	to	to	ADP
easat-1530	188	4	other	other	ADJ
easat-1530	188	5	respondents	respondent	NOUN
easat-1530	188	6	who	who	PRON
easat-1530	188	7	have	have	VERB
easat-1530	188	8	more	more	ADJ
easat-1530	188	9	than	than	ADP
easat-1530	188	10	five	five	NUM
easat-1530	188	11	social	social	ADJ
easat-1530	188	12	media	medium	NOUN
easat-1530	188	13	accounts	account	NOUN
easat-1530	188	14	.	.	PUNCT
easat-1530	189	1	the	the	DET
easat-1530	189	2	types	type	NOUN
easat-1530	189	3	of	of	ADP
easat-1530	189	4	social	social	ADJ
easat-1530	189	5	media	medium	NOUN
easat-1530	189	6	used	use	VERB
easat-1530	189	7	by	by	ADP
easat-1530	189	8	respondents	respondent	NOUN
easat-1530	189	9	vary	vary	VERB
easat-1530	189	10	,	,	PUNCT
easat-1530	189	11	namely	namely	ADV
easat-1530	189	12	(	(	PUNCT
easat-1530	189	13	i	i	NOUN
easat-1530	189	14	)	)	PUNCT
easat-1530	189	15	facebook	facebook	PROPN
easat-1530	189	16	,	,	PUNCT
easat-1530	189	17	(	(	PUNCT
easat-1530	189	18	ii	ii	NOUN
easat-1530	189	19	)	)	PUNCT
easat-1530	189	20	instagram	instagram	PROPN
easat-1530	189	21	,	,	PUNCT
easat-1530	189	22	(	(	PUNCT
easat-1530	189	23	iii	iii	NOUN
easat-1530	189	24	)	)	PUNCT
easat-1530	189	25	youtube	youtube	NOUN
easat-1530	189	26	,	,	PUNCT
easat-1530	189	27	(	(	PUNCT
easat-1530	189	28	iv	iv	X
easat-1530	189	29	)	)	PUNCT
easat-1530	189	30	tiktok	tiktok	NOUN
easat-1530	189	31	,	,	PUNCT
easat-1530	189	32	(	(	PUNCT
easat-1530	189	33	v	v	NOUN
easat-1530	189	34	)	)	PUNCT
easat-1530	189	35	twitter	twitter	NOUN
easat-1530	189	36	,	,	PUNCT
easat-1530	189	37	(	(	PUNCT
easat-1530	189	38	vi	vi	NOUN
easat-1530	189	39	)	)	PUNCT
easat-1530	189	40	line	line	NOUN
easat-1530	189	41	.	.	PUNCT
easat-1530	190	1	most	most	ADJ
easat-1530	190	2	respondents	respondent	NOUN
easat-1530	190	3	use	use	VERB
easat-1530	190	4	social	social	ADJ
easat-1530	190	5	media	medium	NOUN
easat-1530	190	6	for	for	ADP
easat-1530	190	7	5	5	NUM
easat-1530	190	8	hours	hour	NOUN
easat-1530	190	9	or	or	CCONJ
easat-1530	190	10	more	more	ADJ
easat-1530	190	11	,	,	PUNCT
easat-1530	190	12	3	3	NUM
easat-1530	190	13	-	-	SYM
easat-1530	190	14	4	4	NUM
easat-1530	190	15	hours	hour	NOUN
easat-1530	190	16	,	,	PUNCT
easat-1530	190	17	and	and	CCONJ
easat-1530	190	18	1	1	NUM
easat-1530	190	19	-	-	SYM
easat-1530	190	20	2	2	NUM
easat-1530	190	21	hours	hour	NOUN
easat-1530	190	22	.	.	PUNCT
easat-1530	191	1	4.2	4.2	NUM
easat-1530	191	2	.	.	PUNCT
easat-1530	192	1	data	datum	NOUN
easat-1530	192	2	analysis	analysis	NOUN
easat-1530	192	3	the	the	DET
easat-1530	192	4	first	first	ADJ
easat-1530	192	5	test	test	NOUN
easat-1530	192	6	carried	carry	VERB
easat-1530	192	7	out	out	ADP
easat-1530	192	8	is	be	AUX
easat-1530	192	9	the	the	DET
easat-1530	192	10	outer	outer	ADJ
easat-1530	192	11	model	model	NOUN
easat-1530	192	12	by	by	ADP
easat-1530	192	13	going	go	VERB
easat-1530	192	14	through	through	ADP
easat-1530	192	15	three	three	NUM
easat-1530	192	16	stages	stage	NOUN
easat-1530	192	17	,	,	PUNCT
easat-1530	192	18	namely	namely	ADV
easat-1530	192	19	the	the	DET
easat-1530	192	20	convergent	convergent	NOUN
easat-1530	192	21	validity	validity	NOUN
easat-1530	192	22	test	test	NOUN
easat-1530	192	23	,	,	PUNCT
easat-1530	192	24	discriminant	discriminant	ADJ
easat-1530	192	25	validity	validity	NOUN
easat-1530	192	26	test	test	NOUN
easat-1530	192	27	,	,	PUNCT
easat-1530	192	28	and	and	CCONJ
easat-1530	192	29	reliability	reliability	NOUN
easat-1530	192	30	test	test	NOUN
easat-1530	192	31	.	.	PUNCT
easat-1530	193	1	the	the	DET
easat-1530	193	2	outer	outer	ADJ
easat-1530	193	3	model	model	NOUN
easat-1530	193	4	testing	testing	NOUN
easat-1530	193	5	that	that	PRON
easat-1530	193	6	has	have	AUX
easat-1530	193	7	been	be	AUX
easat-1530	193	8	carried	carry	VERB
easat-1530	193	9	out	out	ADP
easat-1530	193	10	will	will	AUX
easat-1530	193	11	produce	produce	VERB
easat-1530	193	12	outer	outer	ADJ
easat-1530	193	13	loading	loading	NOUN
easat-1530	193	14	as	as	ADP
easat-1530	193	15	a	a	DET
easat-1530	193	16	form	form	NOUN
easat-1530	193	17	of	of	ADP
easat-1530	193	18	convergent	convergent	NOUN
easat-1530	193	19	validity	validity	NOUN
easat-1530	193	20	test	test	NOUN
easat-1530	193	21	that	that	PRON
easat-1530	193	22	has	have	AUX
easat-1530	193	23	been	be	AUX
easat-1530	193	24	carried	carry	VERB
easat-1530	193	25	out	out	ADP
easat-1530	193	26	.	.	PUNCT
easat-1530	194	1	according	accord	VERB
easat-1530	194	2	to	to	ADP
easat-1530	194	3	haji	haji	PROPN
easat-1530	194	4	et	et	PROPN
easat-1530	194	5	al	al	PROPN
easat-1530	194	6	.	.	PUNCT
easat-1530	195	1	[	[	X
easat-1530	195	2	42	42	NUM
easat-1530	195	3	]	]	PUNCT
easat-1530	195	4	,	,	PUNCT
easat-1530	195	5	an	an	DET
easat-1530	195	6	attempt	attempt	NOUN
easat-1530	195	7	to	to	PART
easat-1530	195	8	assess	assess	VERB
easat-1530	195	9	the	the	DET
easat-1530	195	10	validity	validity	NOUN
easat-1530	195	11	of	of	ADP
easat-1530	195	12	convergence	convergence	NOUN
easat-1530	195	13	is	be	AUX
easat-1530	195	14	to	to	PART
easat-1530	195	15	have	have	VERB
easat-1530	195	16	a	a	DET
easat-1530	195	17	value	value	NOUN
easat-1530	195	18	of	of	ADP
easat-1530	195	19	more	more	ADJ
easat-1530	195	20	than	than	ADP
easat-1530	195	21	0.5	0.5	NUM
easat-1530	195	22	.	.	PUNCT
easat-1530	196	1	the	the	DET
easat-1530	196	2	value	value	NOUN
easat-1530	196	3	in	in	ADP
easat-1530	196	4	each	each	DET
easat-1530	196	5	variable	variable	NOUN
easat-1530	196	6	shows	show	VERB
easat-1530	196	7	a	a	DET
easat-1530	196	8	value	value	NOUN
easat-1530	196	9	of	of	ADP
easat-1530	196	10	more	more	ADJ
easat-1530	196	11	than	than	ADP
easat-1530	196	12	0.5	0.5	NUM
easat-1530	196	13	.	.	PUNCT
easat-1530	197	1	it	it	PRON
easat-1530	197	2	shows	show	VERB
easat-1530	197	3	that	that	SCONJ
easat-1530	197	4	the	the	DET
easat-1530	197	5	variables	variable	NOUN
easat-1530	197	6	and	and	CCONJ
easat-1530	197	7	items	item	NOUN
easat-1530	197	8	are	be	AUX
easat-1530	197	9	categorized	categorize	VERB
easat-1530	197	10	as	as	ADP
easat-1530	197	11	valid	valid	ADJ
easat-1530	197	12	and	and	CCONJ
easat-1530	197	13	highly	highly	ADV
easat-1530	197	14	correlated	correlate	VERB
easat-1530	197	15	.	.	PUNCT
easat-1530	198	1	in	in	ADP
easat-1530	198	2	addition	addition	NOUN
easat-1530	198	3	to	to	ADP
easat-1530	198	4	the	the	DET
easat-1530	198	5	convergent	convergent	NOUN
easat-1530	198	6	validity	validity	NOUN
easat-1530	198	7	test	test	NOUN
easat-1530	198	8	,	,	PUNCT
easat-1530	198	9	the	the	DET
easat-1530	198	10	next	next	ADJ
easat-1530	198	11	test	test	NOUN
easat-1530	198	12	will	will	AUX
easat-1530	198	13	be	be	AUX
easat-1530	198	14	carried	carry	VERB
easat-1530	198	15	out	out	ADP
easat-1530	198	16	is	be	AUX
easat-1530	198	17	the	the	DET
easat-1530	198	18	discriminant	discriminant	ADJ
easat-1530	198	19	validity	validity	NOUN
easat-1530	198	20	test	test	NOUN
easat-1530	198	21	.	.	PUNCT
easat-1530	199	1	meanwhile	meanwhile	ADV
easat-1530	199	2	,	,	PUNCT
easat-1530	199	3	the	the	DET
easat-1530	199	4	reliability	reliability	NOUN
easat-1530	199	5	test	test	NOUN
easat-1530	199	6	can	can	AUX
easat-1530	199	7	be	be	AUX
easat-1530	199	8	known	know	VERB
easat-1530	199	9	at	at	ADP
easat-1530	199	10	the	the	DET
easat-1530	199	11	composite	composite	ADJ
easat-1530	199	12	reliability	reliability	NOUN
easat-1530	199	13	value	value	NOUN
easat-1530	199	14	showing	show	VERB
easat-1530	199	15	more	more	ADJ
easat-1530	199	16	than	than	ADP
easat-1530	199	17	0.5	0.5	NUM
easat-1530	199	18	so	so	SCONJ
easat-1530	199	19	that	that	SCONJ
easat-1530	199	20	it	it	PRON
easat-1530	199	21	can	can	AUX
easat-1530	199	22	be	be	AUX
easat-1530	199	23	said	say	VERB
easat-1530	199	24	to	to	PART
easat-1530	199	25	be	be	AUX
easat-1530	199	26	valid	valid	ADJ
easat-1530	199	27	.	.	PUNCT
easat-1530	200	1	internal	internal	ADJ
easat-1530	200	2	model	model	NOUN
easat-1530	200	3	testing	testing	NOUN
easat-1530	200	4	aims	aim	VERB
easat-1530	200	5	to	to	PART
easat-1530	200	6	ensure	ensure	VERB
easat-1530	200	7	that	that	SCONJ
easat-1530	200	8	the	the	DET
easat-1530	200	9	structural	structural	ADJ
easat-1530	200	10	model	model	NOUN
easat-1530	200	11	built	build	VERB
easat-1530	200	12	is	be	AUX
easat-1530	200	13	robust	robust	ADJ
easat-1530	200	14	and	and	CCONJ
easat-1530	200	15	accurate	accurate	ADJ
easat-1530	200	16	through	through	ADP
easat-1530	200	17	three	three	NUM
easat-1530	200	18	events	event	NOUN
easat-1530	200	19	:	:	PUNCT
easat-1530	200	20	looking	look	VERB
easat-1530	200	21	at	at	ADP
easat-1530	200	22	r	r	NOUN
easat-1530	200	23	square	square	NOUN
easat-1530	200	24	,	,	PUNCT
easat-1530	200	25	q	q	PROPN
easat-1530	200	26	square	square	NOUN
easat-1530	200	27	,	,	PUNCT
easat-1530	200	28	and	and	CCONJ
easat-1530	200	29	goodness	goodness	NOUN
easat-1530	200	30	of	of	ADP
easat-1530	200	31	fit	fit	ADJ
easat-1530	200	32	[	[	X
easat-1530	200	33	43	43	NUM
easat-1530	200	34	]	]	PUNCT
easat-1530	200	35	.	.	PUNCT
easat-1530	201	1	the	the	DET
easat-1530	201	2	value	value	NOUN
easat-1530	201	3	of	of	ADP
easat-1530	201	4	r	r	NOUN
easat-1530	201	5	square	square	NOUN
easat-1530	201	6	is	be	AUX
easat-1530	201	7	0.510	0.510	NUM
easat-1530	201	8	.	.	PUNCT
easat-1530	202	1	it	it	PRON
easat-1530	202	2	shows	show	VERB
easat-1530	202	3	that	that	SCONJ
easat-1530	202	4	the	the	DET
easat-1530	202	5	influence	influence	NOUN
easat-1530	202	6	of	of	ADP
easat-1530	202	7	the	the	DET
easat-1530	202	8	variables	variable	NOUN
easat-1530	202	9	used	use	VERB
easat-1530	202	10	in	in	ADP
easat-1530	202	11	the	the	DET
easat-1530	202	12	study	study	NOUN
easat-1530	202	13	is	be	AUX
easat-1530	202	14	50	50	NUM
easat-1530	202	15	%	%	NOUN
easat-1530	202	16	,	,	PUNCT
easat-1530	202	17	and	and	CCONJ
easat-1530	202	18	the	the	DET
easat-1530	202	19	rest	rest	NOUN
easat-1530	202	20	is	be	AUX
easat-1530	202	21	influenced	influence	VERB
easat-1530	202	22	by	by	ADP
easat-1530	202	23	other	other	ADJ
easat-1530	202	24	variables	variable	NOUN
easat-1530	202	25	not	not	PART
easat-1530	202	26	contained	contain	VERB
easat-1530	202	27	in	in	ADP
easat-1530	202	28	the	the	DET
easat-1530	202	29	study	study	NOUN
easat-1530	202	30	.	.	PUNCT
easat-1530	203	1	hypothesis	hypothesis	NOUN
easat-1530	203	2	testing	testing	NOUN
easat-1530	203	3	can	can	AUX
easat-1530	203	4	be	be	AUX
easat-1530	203	5	done	do	VERB
easat-1530	203	6	by	by	ADP
easat-1530	203	7	paying	pay	VERB
easat-1530	203	8	attention	attention	NOUN
easat-1530	203	9	to	to	ADP
easat-1530	203	10	t	t	NOUN
easat-1530	203	11	-	-	PUNCT
easat-1530	203	12	statistical	statistical	ADJ
easat-1530	203	13	and	and	CCONJ
easat-1530	203	14	probability	probability	NOUN
easat-1530	203	15	values	value	NOUN
easat-1530	203	16	.	.	PUNCT
easat-1530	204	1	the	the	DET
easat-1530	204	2	alpha	alpha	NOUN
easat-1530	204	3	value	value	NOUN
easat-1530	204	4	used	use	VERB
easat-1530	204	5	is	be	AUX
easat-1530	204	6	5	5	NUM
easat-1530	204	7	%	%	NOUN
easat-1530	204	8	.	.	PUNCT
easat-1530	205	1	meanwhile	meanwhile	ADV
easat-1530	205	2	,	,	PUNCT
easat-1530	205	3	the	the	DET
easat-1530	205	4	accepted	accept	VERB
easat-1530	205	5	and	and	CCONJ
easat-1530	205	6	rejected	reject	VERB
easat-1530	205	7	criteria	criterion	NOUN
easat-1530	205	8	for	for	ADP
easat-1530	205	9	the	the	DET
easat-1530	205	10	hypothesis	hypothesis	NOUN
easat-1530	205	11	test	test	NOUN
easat-1530	205	12	are	be	AUX
easat-1530	205	13	ha	ha	INTJ
easat-1530	205	14	accepted	accept	VERB
easat-1530	205	15	and	and	CCONJ
easat-1530	205	16	h0	h0	PROPN
easat-1530	205	17	rejected	reject	VERB
easat-1530	205	18	,	,	PUNCT
easat-1530	205	19	provided	provide	VERB
easat-1530	205	20	that	that	SCONJ
easat-1530	205	21	the	the	DET
easat-1530	205	22	value	value	NOUN
easat-1530	205	23	of	of	ADP
easat-1530	205	24	ha	ha	INTJ
easat-1530	205	25	shows	show	VERB
easat-1530	205	26	a	a	DET
easat-1530	205	27	number	number	NOUN
easat-1530	205	28	less	less	ADJ
easat-1530	205	29	than	than	ADP
easat-1530	205	30	0.05	0.05	NUM
easat-1530	205	31	.	.	PUNCT
easat-1530	206	1	1593	1593	NUM
easat-1530	206	2	edelweiss	edelweiss	PROPN
easat-1530	206	3	applied	apply	VERB
easat-1530	206	4	science	science	NOUN
easat-1530	206	5	and	and	CCONJ
easat-1530	206	6	technology	technology	NOUN
easat-1530	206	7	issn	issn	PROPN
easat-1530	206	8	:	:	PUNCT
easat-1530	206	9	2576	2576	NUM
easat-1530	206	10	-	-	SYM
easat-1530	206	11	8484	8484	NUM
easat-1530	206	12	vol	vol	NOUN
easat-1530	206	13	.	.	PROPN
easat-1530	206	14	8	8	NUM
easat-1530	206	15	,	,	PUNCT
easat-1530	206	16	no	no	INTJ
easat-1530	206	17	.	.	NOUN
easat-1530	206	18	4	4	NUM
easat-1530	206	19	:	:	PUNCT
easat-1530	206	20	1586	1586	NUM
easat-1530	206	21	-	-	SYM
easat-1530	206	22	1597	1597	NUM
easat-1530	206	23	,	,	PUNCT
easat-1530	206	24	2024	2024	NUM
easat-1530	206	25	doi	doi	NOUN
easat-1530	206	26	:	:	PUNCT
easat-1530	206	27	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	206	28	©	©	ADP
easat-1530	206	29	2024	2024	NUM
easat-1530	206	30	by	by	ADP
easat-1530	206	31	the	the	DET
easat-1530	206	32	authors	author	NOUN
easat-1530	206	33	;	;	PUNCT
easat-1530	206	34	licensee	licensee	PROPN
easat-1530	206	35	learning	learn	VERB
easat-1530	206	36	gate	gate	NOUN
easat-1530	206	37	figure	figure	NOUN
easat-1530	206	38	2	2	NUM
easat-1530	206	39	.	.	PUNCT
easat-1530	206	40	outer	outer	ADJ
easat-1530	206	41	model	model	NOUN
easat-1530	206	42	test	test	NOUN
easat-1530	206	43	results	result	NOUN
easat-1530	206	44	.	.	PUNCT
easat-1530	207	1	table	table	NOUN
easat-1530	207	2	3	3	NUM
easat-1530	207	3	.	.	X
easat-1530	207	4	estimation	estimation	NOUN
easat-1530	207	5	result	result	NOUN
easat-1530	207	6	.	.	PUNCT
easat-1530	208	1	original	original	ADJ
easat-1530	208	2	sample	sample	NOUN
easat-1530	208	3	(	(	PUNCT
easat-1530	208	4	o	o	NOUN
easat-1530	208	5	)	)	PUNCT
easat-1530	208	6	t	t	PROPN
easat-1530	208	7	statistics	statistic	NOUN
easat-1530	208	8	(	(	PUNCT
easat-1530	208	9	|o	|o	NOUN
easat-1530	208	10	/	/	SYM
easat-1530	208	11	stdev|	stdev|	NOUN
easat-1530	208	12	)	)	PUNCT
easat-1530	208	13	p	p	NOUN
easat-1530	208	14	values	value	NOUN
easat-1530	208	15	h1	h1	VERB
easat-1530	208	16	x1	x1	PROPN
easat-1530	208	17	→	→	SYM
easat-1530	208	18	y	y	PROPN
easat-1530	208	19	0.362	0.362	NUM
easat-1530	208	20	5.409	5.409	NUM
easat-1530	208	21	0.000	0.000	NUM
easat-1530	208	22	h2	h2	NOUN
easat-1530	208	23	x2	x2	PROPN
easat-1530	209	1	→	→	SYM
easat-1530	209	2	y	y	PROPN
easat-1530	209	3	0.324	0.324	NUM
easat-1530	209	4	4.878	4.878	NUM
easat-1530	209	5	0.000	0.000	NUM
easat-1530	209	6	h3	h3	NOUN
easat-1530	209	7	x3	x3	ADJ
easat-1530	209	8	→	→	SYM
easat-1530	209	9	y	y	PROPN
easat-1530	209	10	-0.060	-0.060	NOUN
easat-1530	209	11	1.080	1.080	NUM
easat-1530	209	12	0.280	0.280	NUM
easat-1530	209	13	h4	h4	X
easat-1530	209	14	x4	x4	PROPN
easat-1530	209	15	→	→	SYM
easat-1530	209	16	y	y	PROPN
easat-1530	209	17	0.164	0.164	NUM
easat-1530	209	18	2.839	2.839	NUM
easat-1530	209	19	0.005	0.005	NUM
easat-1530	209	20	4.3	4.3	NUM
easat-1530	209	21	.	.	PUNCT
easat-1530	210	1	hypothesis	hypothesis	NOUN
easat-1530	210	2	test	test	NOUN
easat-1530	210	3	based	base	VERB
easat-1530	210	4	on	on	ADP
easat-1530	210	5	the	the	DET
easat-1530	210	6	data	datum	NOUN
easat-1530	210	7	provided	provide	VERB
easat-1530	210	8	in	in	ADP
easat-1530	210	9	tables	table	NOUN
easat-1530	210	10	3	3	NUM
easat-1530	210	11	,	,	PUNCT
easat-1530	210	12	it	it	PRON
easat-1530	210	13	is	be	AUX
easat-1530	210	14	known	know	VERB
easat-1530	210	15	that	that	SCONJ
easat-1530	210	16	h1	h1	PROPN
easat-1530	210	17	,	,	PUNCT
easat-1530	210	18	h2	h2	PROPN
easat-1530	210	19	,	,	PUNCT
easat-1530	210	20	and	and	CCONJ
easat-1530	210	21	h4	h4	NOUN
easat-1530	210	22	are	be	AUX
easat-1530	210	23	approved	approve	VERB
easat-1530	210	24	because	because	SCONJ
easat-1530	210	25	they	they	PRON
easat-1530	210	26	fulfill	fulfill	VERB
easat-1530	210	27	statistical	statistical	ADJ
easat-1530	210	28	criteria	criterion	NOUN
easat-1530	210	29	with	with	ADP
easat-1530	210	30	p	p	NOUN
easat-1530	210	31	-	-	PUNCT
easat-1530	210	32	values	value	NOUN
easat-1530	210	33	≤0.05	≤0.05	NOUN
easat-1530	210	34	.	.	PUNCT
easat-1530	211	1	however	however	ADV
easat-1530	211	2	,	,	PUNCT
easat-1530	211	3	h3	h3	NOUN
easat-1530	211	4	is	be	AUX
easat-1530	211	5	rejected	reject	VERB
easat-1530	211	6	because	because	SCONJ
easat-1530	211	7	they	they	PRON
easat-1530	211	8	do	do	AUX
easat-1530	211	9	not	not	PART
easat-1530	211	10	match	match	VERB
easat-1530	211	11	the	the	DET
easat-1530	211	12	requirements	requirement	NOUN
easat-1530	211	13	.	.	PUNCT
easat-1530	212	1	1594	1594	NUM
easat-1530	212	2	edelweiss	edelweiss	PROPN
easat-1530	212	3	applied	apply	VERB
easat-1530	212	4	science	science	NOUN
easat-1530	212	5	and	and	CCONJ
easat-1530	212	6	technology	technology	NOUN
easat-1530	212	7	issn	issn	PROPN
easat-1530	212	8	:	:	PUNCT
easat-1530	212	9	2576	2576	NUM
easat-1530	212	10	-	-	SYM
easat-1530	212	11	8484	8484	NUM
easat-1530	212	12	vol	vol	NOUN
easat-1530	212	13	.	.	PROPN
easat-1530	212	14	8	8	NUM
easat-1530	212	15	,	,	PUNCT
easat-1530	212	16	no	no	INTJ
easat-1530	212	17	.	.	NOUN
easat-1530	212	18	4	4	NUM
easat-1530	212	19	:	:	PUNCT
easat-1530	212	20	1586	1586	NUM
easat-1530	212	21	-	-	SYM
easat-1530	212	22	1597	1597	NUM
easat-1530	212	23	,	,	PUNCT
easat-1530	212	24	2024	2024	NUM
easat-1530	212	25	doi	doi	NOUN
easat-1530	212	26	:	:	PUNCT
easat-1530	212	27	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	212	28	©	©	ADP
easat-1530	212	29	2024	2024	NUM
easat-1530	212	30	by	by	ADP
easat-1530	212	31	the	the	DET
easat-1530	212	32	authors	author	NOUN
easat-1530	212	33	;	;	PUNCT
easat-1530	212	34	licensee	licensee	PROPN
easat-1530	212	35	learning	learning	NOUN
easat-1530	212	36	gate	gate	NOUN
easat-1530	212	37	5	5	NUM
easat-1530	212	38	.	.	PUNCT
easat-1530	212	39	discussion	discussion	NOUN
easat-1530	212	40	5.1	5.1	NUM
easat-1530	212	41	.	.	PUNCT
easat-1530	213	1	the	the	DET
easat-1530	213	2	effect	effect	NOUN
easat-1530	213	3	of	of	ADP
easat-1530	213	4	overconfidence	overconfidence	NOUN
easat-1530	213	5	on	on	ADP
easat-1530	213	6	the	the	DET
easat-1530	213	7	investment	investment	NOUN
easat-1530	213	8	decision	decision	NOUN
easat-1530	213	9	behavior	behavior	NOUN
easat-1530	213	10	h0	h0	NOUN
easat-1530	213	11	is	be	AUX
easat-1530	213	12	rejected	reject	VERB
easat-1530	213	13	because	because	SCONJ
easat-1530	213	14	the	the	DET
easat-1530	213	15	p	p	NOUN
easat-1530	213	16	-	-	PUNCT
easat-1530	213	17	value	value	NOUN
easat-1530	213	18	shows	show	VERB
easat-1530	213	19	0.000	0.000	NUM
easat-1530	213	20	,	,	PUNCT
easat-1530	213	21	which	which	PRON
easat-1530	213	22	means	mean	VERB
easat-1530	213	23	less	less	ADJ
easat-1530	213	24	than	than	ADP
easat-1530	213	25	0.5	0.5	NUM
easat-1530	213	26	,	,	PUNCT
easat-1530	213	27	and	and	CCONJ
easat-1530	213	28	the	the	DET
easat-1530	213	29	original	original	ADJ
easat-1530	213	30	sample	sample	NOUN
easat-1530	213	31	value	value	NOUN
easat-1530	213	32	is	be	AUX
easat-1530	213	33	0.362	0.362	NUM
easat-1530	213	34	,	,	PUNCT
easat-1530	213	35	showing	show	VERB
easat-1530	213	36	the	the	DET
easat-1530	213	37	relationship	relationship	NOUN
easat-1530	213	38	positively	positively	ADV
easat-1530	213	39	.	.	PUNCT
easat-1530	214	1	so	so	ADV
easat-1530	214	2	,	,	PUNCT
easat-1530	214	3	the	the	DET
easat-1530	214	4	behavior	behavior	NOUN
easat-1530	214	5	of	of	ADP
easat-1530	214	6	overconfidence	overconfidence	NOUN
easat-1530	214	7	indicates	indicate	VERB
easat-1530	214	8	a	a	DET
easat-1530	214	9	positive	positive	ADJ
easat-1530	214	10	influence	influence	NOUN
easat-1530	214	11	on	on	ADP
easat-1530	214	12	the	the	DET
easat-1530	214	13	investment	investment	NOUN
easat-1530	214	14	decision	decision	NOUN
easat-1530	214	15	.	.	PUNCT
easat-1530	215	1	overconfidence	overconfidence	NOUN
easat-1530	215	2	is	be	AUX
easat-1530	215	3	one	one	NUM
easat-1530	215	4	of	of	ADP
easat-1530	215	5	the	the	DET
easat-1530	215	6	behaviors	behavior	NOUN
easat-1530	215	7	that	that	PRON
easat-1530	215	8	play	play	VERB
easat-1530	215	9	a	a	DET
easat-1530	215	10	role	role	NOUN
easat-1530	215	11	in	in	ADP
easat-1530	215	12	the	the	DET
easat-1530	215	13	investment	investment	NOUN
easat-1530	215	14	decision	decision	NOUN
easat-1530	215	15	-	-	PUNCT
easat-1530	215	16	making	making	NOUN
easat-1530	215	17	of	of	ADP
easat-1530	215	18	the	the	DET
easat-1530	215	19	people	people	NOUN
easat-1530	215	20	of	of	ADP
easat-1530	215	21	east	east	PROPN
easat-1530	215	22	java	java	PROPN
easat-1530	215	23	.	.	PUNCT
easat-1530	216	1	this	this	DET
easat-1530	216	2	result	result	NOUN
easat-1530	216	3	detects	detect	VERB
easat-1530	216	4	the	the	DET
easat-1530	216	5	presence	presence	NOUN
easat-1530	216	6	of	of	ADP
easat-1530	216	7	overconfident	overconfident	ADJ
easat-1530	216	8	behavior	behavior	NOUN
easat-1530	216	9	in	in	ADP
easat-1530	216	10	investment	investment	NOUN
easat-1530	216	11	activities	activity	NOUN
easat-1530	216	12	because	because	SCONJ
easat-1530	216	13	they	they	PRON
easat-1530	216	14	are	be	AUX
easat-1530	216	15	too	too	ADV
easat-1530	216	16	confident	confident	ADJ
easat-1530	216	17	in	in	ADP
easat-1530	216	18	their	their	PRON
easat-1530	216	19	ability	ability	NOUN
easat-1530	216	20	to	to	PART
easat-1530	216	21	identify	identify	VERB
easat-1530	216	22	a	a	DET
easat-1530	216	23	potential	potential	ADJ
easat-1530	216	24	investment	investment	NOUN
easat-1530	216	25	option	option	NOUN
easat-1530	216	26	and	and	CCONJ
easat-1530	216	27	feel	feel	VERB
easat-1530	216	28	that	that	SCONJ
easat-1530	216	29	the	the	DET
easat-1530	216	30	analysis	analysis	NOUN
easat-1530	216	31	and	and	CCONJ
easat-1530	216	32	predictions	prediction	NOUN
easat-1530	216	33	are	be	AUX
easat-1530	216	34	correct	correct	ADJ
easat-1530	216	35	.	.	PUNCT
easat-1530	217	1	however	however	ADV
easat-1530	217	2	,	,	PUNCT
easat-1530	217	3	on	on	ADP
easat-1530	217	4	the	the	DET
easat-1530	217	5	other	other	ADJ
easat-1530	217	6	hand	hand	NOUN
easat-1530	217	7	,	,	PUNCT
easat-1530	217	8	this	this	DET
easat-1530	217	9	activity	activity	NOUN
easat-1530	217	10	is	be	AUX
easat-1530	217	11	irrational	irrational	ADJ
easat-1530	217	12	in	in	ADP
easat-1530	217	13	economics	economic	NOUN
easat-1530	217	14	.	.	PUNCT
easat-1530	218	1	this	this	PRON
easat-1530	218	2	means	mean	VERB
easat-1530	218	3	that	that	SCONJ
easat-1530	218	4	investors	investor	NOUN
easat-1530	218	5	often	often	ADV
easat-1530	218	6	base	base	VERB
easat-1530	218	7	their	their	PRON
easat-1530	218	8	decisions	decision	NOUN
easat-1530	218	9	on	on	ADP
easat-1530	218	10	their	their	PRON
easat-1530	218	11	perceived	perceive	VERB
easat-1530	218	12	ability	ability	NOUN
easat-1530	218	13	to	to	PART
easat-1530	218	14	predict	predict	VERB
easat-1530	218	15	market	market	NOUN
easat-1530	218	16	movements	movement	NOUN
easat-1530	218	17	and	and	CCONJ
easat-1530	218	18	their	their	PRON
easat-1530	218	19	own	own	ADJ
easat-1530	218	20	knowledge	knowledge	NOUN
easat-1530	218	21	or	or	CCONJ
easat-1530	218	22	expertise	expertise	NOUN
easat-1530	218	23	.	.	PUNCT
easat-1530	219	1	overconfident	overconfident	ADJ
easat-1530	219	2	investors	investor	NOUN
easat-1530	219	3	may	may	AUX
easat-1530	219	4	overestimate	overestimate	VERB
easat-1530	219	5	the	the	DET
easat-1530	219	6	accuracy	accuracy	NOUN
easat-1530	219	7	of	of	ADP
easat-1530	219	8	their	their	PRON
easat-1530	219	9	predictions	prediction	NOUN
easat-1530	219	10	,	,	PUNCT
easat-1530	219	11	leading	lead	VERB
easat-1530	219	12	them	they	PRON
easat-1530	219	13	to	to	PART
easat-1530	219	14	take	take	VERB
easat-1530	219	15	on	on	ADP
easat-1530	219	16	more	more	ADJ
easat-1530	219	17	risk	risk	NOUN
easat-1530	219	18	or	or	CCONJ
easat-1530	219	19	make	make	VERB
easat-1530	219	20	hasty	hasty	ADJ
easat-1530	219	21	investment	investment	NOUN
easat-1530	219	22	decisions	decision	NOUN
easat-1530	219	23	without	without	ADP
easat-1530	219	24	fully	fully	ADV
easat-1530	219	25	considering	consider	VERB
easat-1530	219	26	potential	potential	ADJ
easat-1530	219	27	downsides	downside	NOUN
easat-1530	219	28	.	.	PUNCT
easat-1530	220	1	in	in	ADP
easat-1530	220	2	line	line	NOUN
easat-1530	220	3	with	with	ADP
easat-1530	220	4	umairoh	umairoh	PROPN
easat-1530	220	5	's	's	PART
easat-1530	220	6	[	[	X
easat-1530	220	7	44	44	NUM
easat-1530	220	8	]	]	SYM
easat-1530	220	9	research	research	NOUN
easat-1530	220	10	,	,	PUNCT
easat-1530	220	11	the	the	DET
easat-1530	220	12	overconfidence	overconfidence	NOUN
easat-1530	220	13	variable	variable	NOUN
easat-1530	220	14	affects	affect	VERB
easat-1530	220	15	investment	investment	NOUN
easat-1530	220	16	decisions	decision	NOUN
easat-1530	220	17	significantly	significantly	ADV
easat-1530	220	18	.	.	PUNCT
easat-1530	221	1	pompian	pompian	ADJ
easat-1530	221	2	in	in	ADP
easat-1530	221	3	imron	imron	PROPN
easat-1530	221	4	et	et	PROPN
easat-1530	221	5	al	al	PROPN
easat-1530	221	6	.	.	PUNCT
easat-1530	222	1	[	[	X
easat-1530	222	2	8	8	NUM
easat-1530	222	3	]	]	PUNCT
easat-1530	222	4	,	,	PUNCT
easat-1530	222	5	another	another	DET
easat-1530	222	6	symptom	symptom	NOUN
easat-1530	222	7	of	of	ADP
easat-1530	222	8	investor	investor	NOUN
easat-1530	222	9	overconfidence	overconfidence	NOUN
easat-1530	222	10	is	be	AUX
easat-1530	222	11	to	to	PART
easat-1530	222	12	make	make	VERB
easat-1530	222	13	excessive	excessive	ADJ
easat-1530	222	14	transactions	transaction	NOUN
easat-1530	222	15	because	because	SCONJ
easat-1530	222	16	they	they	PRON
easat-1530	222	17	think	think	VERB
easat-1530	222	18	the	the	DET
easat-1530	222	19	decision	decision	NOUN
easat-1530	222	20	is	be	AUX
easat-1530	222	21	correct	correct	ADJ
easat-1530	222	22	without	without	ADP
easat-1530	222	23	heeding	heed	VERB
easat-1530	222	24	the	the	DET
easat-1530	222	25	risks	risk	NOUN
easat-1530	222	26	.	.	PUNCT
easat-1530	223	1	the	the	DET
easat-1530	223	2	overconfidence	overconfidence	NOUN
easat-1530	223	3	behavior	behavior	NOUN
easat-1530	223	4	is	be	AUX
easat-1530	223	5	contrary	contrary	ADJ
easat-1530	223	6	to	to	ADP
easat-1530	223	7	the	the	DET
easat-1530	223	8	heuristic	heuristic	ADJ
easat-1530	223	9	theory	theory	NOUN
easat-1530	223	10	,	,	PUNCT
easat-1530	223	11	which	which	PRON
easat-1530	223	12	states	state	VERB
easat-1530	223	13	that	that	SCONJ
easat-1530	223	14	individuals	individual	NOUN
easat-1530	223	15	who	who	PRON
easat-1530	223	16	act	act	VERB
easat-1530	223	17	irrationally	irrationally	ADV
easat-1530	223	18	will	will	AUX
easat-1530	223	19	have	have	VERB
easat-1530	223	20	excessive	excessive	ADJ
easat-1530	223	21	self	self	NOUN
easat-1530	223	22	-	-	PUNCT
easat-1530	223	23	confidence	confidence	NOUN
easat-1530	223	24	.	.	PUNCT
easat-1530	224	1	meli	meli	PRON
easat-1530	225	1	[	[	X
easat-1530	225	2	45	45	NUM
easat-1530	225	3	]	]	X
easat-1530	225	4	;	;	PUNCT
easat-1530	225	5	wulandari	wulandari	ADJ
easat-1530	225	6	and	and	CCONJ
easat-1530	225	7	iraman	iraman	NOUN
easat-1530	225	8	[	[	X
easat-1530	225	9	27	27	NUM
easat-1530	225	10	]	]	PUNCT
easat-1530	225	11	research	research	NOUN
easat-1530	225	12	results	result	NOUN
easat-1530	225	13	show	show	VERB
easat-1530	225	14	that	that	SCONJ
easat-1530	225	15	overconfidence	overconfidence	NOUN
easat-1530	225	16	does	do	AUX
easat-1530	225	17	not	not	PART
easat-1530	225	18	affect	affect	VERB
easat-1530	225	19	investment	investment	NOUN
easat-1530	225	20	decisions	decision	NOUN
easat-1530	225	21	.	.	PUNCT
easat-1530	226	1	5.2	5.2	NUM
easat-1530	226	2	.	.	PUNCT
easat-1530	227	1	the	the	DET
easat-1530	227	2	effect	effect	NOUN
easat-1530	227	3	of	of	ADP
easat-1530	227	4	optimistic	optimistic	ADJ
easat-1530	227	5	on	on	ADP
easat-1530	227	6	the	the	DET
easat-1530	227	7	investment	investment	NOUN
easat-1530	227	8	decision	decision	NOUN
easat-1530	227	9	behavior	behavior	NOUN
easat-1530	227	10	h0	h0	NOUN
easat-1530	227	11	is	be	AUX
easat-1530	227	12	rejected	reject	VERB
easat-1530	227	13	because	because	SCONJ
easat-1530	227	14	the	the	DET
easat-1530	227	15	p	p	NOUN
easat-1530	227	16	-	-	PUNCT
easat-1530	227	17	value	value	NOUN
easat-1530	227	18	shows	show	VERB
easat-1530	227	19	0.000	0.000	NUM
easat-1530	227	20	,	,	PUNCT
easat-1530	227	21	which	which	PRON
easat-1530	227	22	means	mean	VERB
easat-1530	227	23	less	less	ADJ
easat-1530	227	24	than	than	ADP
easat-1530	227	25	0.5	0.5	NUM
easat-1530	227	26	,	,	PUNCT
easat-1530	227	27	and	and	CCONJ
easat-1530	227	28	the	the	DET
easat-1530	227	29	original	original	ADJ
easat-1530	227	30	sample	sample	NOUN
easat-1530	227	31	value	value	NOUN
easat-1530	227	32	is	be	AUX
easat-1530	227	33	0.324	0.324	NUM
easat-1530	227	34	,	,	PUNCT
easat-1530	227	35	showing	show	VERB
easat-1530	227	36	the	the	DET
easat-1530	227	37	relationship	relationship	NOUN
easat-1530	227	38	positively	positively	ADV
easat-1530	227	39	.	.	PUNCT
easat-1530	228	1	it	it	PRON
easat-1530	228	2	means	mean	VERB
easat-1530	228	3	the	the	DET
easat-1530	228	4	optimism	optimism	NOUN
easat-1530	228	5	factor	factor	NOUN
easat-1530	228	6	to	to	PART
easat-1530	228	7	invest	invest	VERB
easat-1530	228	8	makes	make	VERB
easat-1530	228	9	it	it	PRON
easat-1530	228	10	more	more	ADV
easat-1530	228	11	successful	successful	ADJ
easat-1530	228	12	than	than	ADP
easat-1530	228	13	others	other	NOUN
easat-1530	228	14	.	.	PUNCT
easat-1530	229	1	in	in	ADP
easat-1530	229	2	this	this	DET
easat-1530	229	3	study	study	NOUN
easat-1530	229	4	,	,	PUNCT
easat-1530	229	5	optimism	optimism	NOUN
easat-1530	229	6	bias	bias	NOUN
easat-1530	229	7	(	(	PUNCT
easat-1530	229	8	x2	x2	NOUN
easat-1530	229	9	)	)	PUNCT
easat-1530	229	10	has	have	VERB
easat-1530	229	11	a	a	DET
easat-1530	229	12	significant	significant	ADJ
easat-1530	229	13	positive	positive	ADJ
easat-1530	229	14	effect	effect	NOUN
easat-1530	229	15	on	on	ADP
easat-1530	229	16	investment	investment	NOUN
easat-1530	229	17	decisions	decision	NOUN
easat-1530	229	18	(	(	PUNCT
easat-1530	229	19	y	y	NOUN
easat-1530	229	20	)	)	PUNCT
easat-1530	229	21	;	;	PUNCT
easat-1530	229	22	this	this	PRON
easat-1530	229	23	can	can	AUX
easat-1530	229	24	be	be	AUX
easat-1530	229	25	seen	see	VERB
easat-1530	229	26	that	that	SCONJ
easat-1530	229	27	the	the	DET
easat-1530	229	28	average	average	ADJ
easat-1530	229	29	investor	investor	NOUN
easat-1530	229	30	who	who	PRON
easat-1530	229	31	has	have	AUX
easat-1530	229	32	earned	earn	VERB
easat-1530	229	33	the	the	DET
easat-1530	229	34	profit	profit	NOUN
easat-1530	229	35	as	as	SCONJ
easat-1530	229	36	expected	expect	VERB
easat-1530	229	37	will	will	AUX
easat-1530	229	38	be	be	AUX
easat-1530	229	39	more	more	ADV
easat-1530	229	40	confident	confident	ADJ
easat-1530	229	41	and	and	CCONJ
easat-1530	229	42	more	more	ADV
easat-1530	229	43	courageous	courageous	ADJ
easat-1530	229	44	in	in	ADP
easat-1530	229	45	the	the	DET
easat-1530	229	46	future	future	NOUN
easat-1530	229	47	.	.	PUNCT
easat-1530	230	1	investors	investor	NOUN
easat-1530	230	2	who	who	PRON
easat-1530	230	3	have	have	AUX
easat-1530	230	4	experienced	experience	VERB
easat-1530	230	5	profitable	profitable	ADJ
easat-1530	230	6	results	result	NOUN
easat-1530	230	7	in	in	ADP
easat-1530	230	8	the	the	DET
easat-1530	230	9	past	past	NOUN
easat-1530	230	10	tend	tend	VERB
easat-1530	230	11	to	to	PART
easat-1530	230	12	develop	develop	VERB
easat-1530	230	13	a	a	DET
easat-1530	230	14	positive	positive	ADJ
easat-1530	230	15	outlook	outlook	NOUN
easat-1530	230	16	on	on	ADP
easat-1530	230	17	future	future	ADJ
easat-1530	230	18	investments	investment	NOUN
easat-1530	230	19	,	,	PUNCT
easat-1530	230	20	which	which	PRON
easat-1530	230	21	increases	increase	VERB
easat-1530	230	22	their	their	PRON
easat-1530	230	23	confidence	confidence	NOUN
easat-1530	230	24	and	and	CCONJ
easat-1530	230	25	willingness	willingness	NOUN
easat-1530	230	26	to	to	PART
easat-1530	230	27	take	take	VERB
easat-1530	230	28	risks	risk	NOUN
easat-1530	230	29	.	.	PUNCT
easat-1530	231	1	this	this	DET
easat-1530	231	2	optimism	optimism	NOUN
easat-1530	231	3	can	can	AUX
easat-1530	231	4	lead	lead	VERB
easat-1530	231	5	to	to	ADP
easat-1530	231	6	more	more	ADV
easat-1530	231	7	aggressive	aggressive	ADJ
easat-1530	231	8	investment	investment	NOUN
easat-1530	231	9	behavior	behavior	NOUN
easat-1530	231	10	as	as	SCONJ
easat-1530	231	11	these	these	DET
easat-1530	231	12	investors	investor	NOUN
easat-1530	231	13	expect	expect	VERB
easat-1530	231	14	similar	similar	ADJ
easat-1530	231	15	or	or	CCONJ
easat-1530	231	16	better	well	ADJ
easat-1530	231	17	returns	return	NOUN
easat-1530	231	18	in	in	ADP
easat-1530	231	19	the	the	DET
easat-1530	231	20	future	future	NOUN
easat-1530	231	21	.	.	PUNCT
easat-1530	232	1	however	however	ADV
easat-1530	232	2	,	,	PUNCT
easat-1530	232	3	while	while	SCONJ
easat-1530	232	4	optimism	optimism	NOUN
easat-1530	232	5	can	can	AUX
easat-1530	232	6	drive	drive	VERB
easat-1530	232	7	market	market	NOUN
easat-1530	232	8	participation	participation	NOUN
easat-1530	232	9	and	and	CCONJ
easat-1530	232	10	economic	economic	ADJ
easat-1530	232	11	growth	growth	NOUN
easat-1530	232	12	,	,	PUNCT
easat-1530	232	13	it	it	PRON
easat-1530	232	14	can	can	AUX
easat-1530	232	15	also	also	ADV
easat-1530	232	16	lead	lead	VERB
easat-1530	232	17	to	to	ADP
easat-1530	232	18	excessive	excessive	ADJ
easat-1530	232	19	risk	risk	NOUN
easat-1530	232	20	taking	taking	NOUN
easat-1530	232	21	,	,	PUNCT
easat-1530	232	22	particularly	particularly	ADV
easat-1530	232	23	if	if	SCONJ
easat-1530	232	24	the	the	DET
easat-1530	232	25	optimism	optimism	NOUN
easat-1530	232	26	is	be	AUX
easat-1530	232	27	unwarranted	unwarranted	ADJ
easat-1530	232	28	.	.	PUNCT
easat-1530	233	1	the	the	DET
easat-1530	233	2	influence	influence	NOUN
easat-1530	233	3	of	of	ADP
easat-1530	233	4	optimism	optimism	NOUN
easat-1530	233	5	bias	bias	NOUN
easat-1530	233	6	is	be	AUX
easat-1530	233	7	not	not	PART
easat-1530	233	8	only	only	ADV
easat-1530	233	9	limited	limit	VERB
easat-1530	233	10	to	to	ADP
easat-1530	233	11	investment	investment	NOUN
easat-1530	233	12	activities	activity	NOUN
easat-1530	233	13	but	but	CCONJ
easat-1530	233	14	also	also	ADV
easat-1530	233	15	has	have	VERB
easat-1530	233	16	an	an	DET
easat-1530	233	17	important	important	ADJ
easat-1530	233	18	influence	influence	NOUN
easat-1530	233	19	on	on	ADP
easat-1530	233	20	micro	micro	ADJ
easat-1530	233	21	and	and	CCONJ
easat-1530	233	22	macroeconomic	macroeconomic	ADJ
easat-1530	233	23	activities	activity	NOUN
easat-1530	233	24	.	.	PUNCT
easat-1530	234	1	at	at	ADP
easat-1530	234	2	the	the	DET
easat-1530	234	3	micro	micro	ADJ
easat-1530	234	4	level	level	NOUN
easat-1530	234	5	,	,	PUNCT
easat-1530	234	6	optimism	optimism	NOUN
easat-1530	234	7	bias	bias	NOUN
easat-1530	234	8	influences	influence	VERB
easat-1530	234	9	individual	individual	ADJ
easat-1530	234	10	behaviors	behavior	NOUN
easat-1530	234	11	;	;	PUNCT
easat-1530	234	12	in	in	ADP
easat-1530	234	13	this	this	DET
easat-1530	234	14	case	case	NOUN
easat-1530	234	15	,	,	PUNCT
easat-1530	234	16	the	the	DET
easat-1530	234	17	psychological	psychological	ADJ
easat-1530	234	18	investor	investor	NOUN
easat-1530	234	19	can	can	AUX
easat-1530	234	20	become	become	VERB
easat-1530	234	21	more	more	ADV
easat-1530	234	22	optimistic	optimistic	ADJ
easat-1530	234	23	after	after	ADP
easat-1530	234	24	having	having	AUX
easat-1530	234	25	experienced	experience	VERB
easat-1530	234	26	getting	get	VERB
easat-1530	234	27	a	a	DET
easat-1530	234	28	return	return	NOUN
easat-1530	234	29	on	on	ADP
easat-1530	234	30	previous	previous	ADJ
easat-1530	234	31	investments	investment	NOUN
easat-1530	234	32	.	.	PUNCT
easat-1530	235	1	meanwhile	meanwhile	ADV
easat-1530	235	2	,	,	PUNCT
easat-1530	235	3	at	at	ADP
easat-1530	235	4	the	the	DET
easat-1530	235	5	macro	macro	ADJ
easat-1530	235	6	level	level	NOUN
easat-1530	235	7	,	,	PUNCT
easat-1530	235	8	the	the	DET
easat-1530	235	9	optimism	optimism	NOUN
easat-1530	235	10	bias	bias	NOUN
easat-1530	235	11	increases	increase	VERB
easat-1530	235	12	the	the	DET
easat-1530	235	13	intensity	intensity	NOUN
easat-1530	235	14	t	t	PROPN
easat-1530	235	15	of	of	ADP
easat-1530	235	16	investment	investment	NOUN
easat-1530	235	17	and	and	CCONJ
easat-1530	235	18	takes	take	VERB
easat-1530	235	19	higher	high	ADJ
easat-1530	235	20	risks	risk	NOUN
easat-1530	235	21	.	.	PUNCT
easat-1530	236	1	it	it	PRON
easat-1530	236	2	means	mean	VERB
easat-1530	236	3	that	that	SCONJ
easat-1530	236	4	when	when	SCONJ
easat-1530	236	5	the	the	DET
easat-1530	236	6	intensity	intensity	NOUN
easat-1530	236	7	and	and	CCONJ
easat-1530	236	8	amount	amount	NOUN
easat-1530	236	9	of	of	ADP
easat-1530	236	10	investment	investment	NOUN
easat-1530	236	11	increase	increase	NOUN
easat-1530	236	12	,	,	PUNCT
easat-1530	236	13	the	the	DET
easat-1530	236	14	demand	demand	NOUN
easat-1530	236	15	will	will	AUX
easat-1530	236	16	increase	increase	VERB
easat-1530	236	17	more	more	ADJ
easat-1530	236	18	than	than	ADP
easat-1530	236	19	the	the	DET
easat-1530	236	20	supply	supply	NOUN
easat-1530	236	21	.	.	PUNCT
easat-1530	237	1	in	in	ADP
easat-1530	237	2	a	a	DET
easat-1530	237	3	previous	previous	ADJ
easat-1530	237	4	study	study	NOUN
easat-1530	237	5	conducted	conduct	VERB
easat-1530	237	6	by	by	ADP
easat-1530	237	7	usman	usman	PROPN
easat-1530	237	8	(	(	PUNCT
easat-1530	237	9	2020	2020	NUM
easat-1530	237	10	)	)	PUNCT
easat-1530	237	11	in	in	ADP
easat-1530	237	12	magnuson	magnuson	PROPN
easat-1530	237	13	[	[	X
easat-1530	237	14	30	30	NUM
easat-1530	237	15	]	]	PUNCT
easat-1530	237	16	,	,	PUNCT
easat-1530	237	17	optimism	optimism	NOUN
easat-1530	237	18	significantly	significantly	ADV
easat-1530	237	19	influences	influence	VERB
easat-1530	237	20	investment	investment	NOUN
easat-1530	237	21	decisions	decision	NOUN
easat-1530	237	22	.	.	PUNCT
easat-1530	238	1	the	the	DET
easat-1530	238	2	results	result	NOUN
easat-1530	238	3	of	of	ADP
easat-1530	238	4	this	this	DET
easat-1530	238	5	study	study	NOUN
easat-1530	238	6	and	and	CCONJ
easat-1530	238	7	some	some	PRON
easat-1530	238	8	of	of	ADP
easat-1530	238	9	the	the	DET
easat-1530	238	10	studies	study	NOUN
easat-1530	238	11	already	already	ADV
easat-1530	238	12	mentioned	mention	VERB
easat-1530	238	13	are	be	AUX
easat-1530	238	14	the	the	DET
easat-1530	238	15	phenomenon	phenomenon	NOUN
easat-1530	238	16	of	of	ADP
easat-1530	238	17	animal	animal	NOUN
easat-1530	238	18	spirits	spirit	NOUN
easat-1530	238	19	,	,	PUNCT
easat-1530	238	20	understood	understand	VERB
easat-1530	238	21	as	as	ADP
easat-1530	238	22	irrational	irrational	ADJ
easat-1530	238	23	behavior	behavior	NOUN
easat-1530	238	24	possessed	possess	VERB
easat-1530	238	25	by	by	ADP
easat-1530	238	26	investors	investor	NOUN
easat-1530	238	27	.	.	PUNCT
easat-1530	239	1	animal	animal	NOUN
easat-1530	239	2	spirits	spirit	NOUN
easat-1530	239	3	are	be	AUX
easat-1530	239	4	self	self	NOUN
easat-1530	239	5	-	-	PUNCT
easat-1530	239	6	gratification	gratification	NOUN
easat-1530	239	7	of	of	ADP
easat-1530	239	8	optimism	optimism	NOUN
easat-1530	239	9	and	and	CCONJ
easat-1530	239	10	pessimism	pessimism	NOUN
easat-1530	239	11	towards	towards	ADP
easat-1530	239	12	economic	economic	ADJ
easat-1530	239	13	conditions	condition	NOUN
easat-1530	239	14	that	that	PRON
easat-1530	239	15	affect	affect	VERB
easat-1530	239	16	the	the	DET
easat-1530	239	17	level	level	NOUN
easat-1530	239	18	of	of	ADP
easat-1530	239	19	investment	investment	NOUN
easat-1530	239	20	.	.	PUNCT
easat-1530	240	1	the	the	DET
easat-1530	240	2	overconfidence	overconfidence	NOUN
easat-1530	240	3	bias	bias	NOUN
easat-1530	240	4	and	and	CCONJ
easat-1530	240	5	optimism	optimism	NOUN
easat-1530	240	6	bias	bias	NOUN
easat-1530	240	7	have	have	VERB
easat-1530	240	8	different	different	ADJ
easat-1530	240	9	goals	goal	NOUN
easat-1530	240	10	.	.	PUNCT
easat-1530	241	1	based	base	VERB
easat-1530	241	2	on	on	ADP
easat-1530	241	3	khan	khan	PROPN
easat-1530	241	4	et	et	PROPN
easat-1530	241	5	al	al	PROPN
easat-1530	241	6	.	.	PUNCT
easat-1530	242	1	[	[	X
easat-1530	242	2	39	39	NUM
easat-1530	242	3	]	]	PUNCT
easat-1530	242	4	;	;	PUNCT
easat-1530	242	5	ullah	ullah	PROPN
easat-1530	242	6	et	et	PROPN
easat-1530	242	7	al	al	PROPN
easat-1530	242	8	.	.	PUNCT
easat-1530	243	1	[	[	X
easat-1530	243	2	46	46	NUM
easat-1530	243	3	]	]	X
easat-1530	243	4	,	,	PUNCT
easat-1530	243	5	when	when	SCONJ
easat-1530	243	6	investors	investor	NOUN
easat-1530	243	7	have	have	VERB
easat-1530	243	8	an	an	DET
easat-1530	243	9	overconfidence	overconfidence	NOUN
easat-1530	243	10	bias	bias	NOUN
easat-1530	243	11	,	,	PUNCT
easat-1530	243	12	they	they	PRON
easat-1530	243	13	think	think	VERB
easat-1530	243	14	the	the	DET
easat-1530	243	15	result	result	NOUN
easat-1530	243	16	of	of	ADP
easat-1530	243	17	their	their	PRON
easat-1530	243	18	investment	investment	NOUN
easat-1530	243	19	will	will	AUX
easat-1530	243	20	be	be	AUX
easat-1530	243	21	correct	correct	ADJ
easat-1530	243	22	.	.	PUNCT
easat-1530	244	1	nevertheless	nevertheless	ADV
easat-1530	244	2	,	,	PUNCT
easat-1530	244	3	when	when	SCONJ
easat-1530	244	4	the	the	DET
easat-1530	244	5	investors	investor	NOUN
easat-1530	244	6	have	have	VERB
easat-1530	244	7	an	an	DET
easat-1530	244	8	optimism	optimism	NOUN
easat-1530	244	9	bias	bias	NOUN
easat-1530	244	10	conducted	conduct	VERB
easat-1530	244	11	by	by	ADP
easat-1530	244	12	knowledge	knowledge	NOUN
easat-1530	244	13	and	and	CCONJ
easat-1530	244	14	experience	experience	NOUN
easat-1530	244	15	,	,	PUNCT
easat-1530	244	16	they	they	PRON
easat-1530	244	17	think	think	VERB
easat-1530	244	18	the	the	DET
easat-1530	244	19	return	return	NOUN
easat-1530	244	20	on	on	ADP
easat-1530	244	21	investment	investment	NOUN
easat-1530	244	22	has	have	AUX
easat-1530	244	23	been	be	AUX
easat-1530	244	24	taken	take	VERB
easat-1530	244	25	.	.	PUNCT
easat-1530	245	1	5.3	5.3	NUM
easat-1530	245	2	.	.	PUNCT
easat-1530	246	1	the	the	DET
easat-1530	246	2	effect	effect	NOUN
easat-1530	246	3	of	of	ADP
easat-1530	246	4	herding	herd	VERB
easat-1530	246	5	effect	effect	NOUN
easat-1530	246	6	on	on	ADP
easat-1530	246	7	the	the	DET
easat-1530	246	8	investment	investment	NOUN
easat-1530	246	9	decision	decision	NOUN
easat-1530	246	10	behavior	behavior	NOUN
easat-1530	246	11	h0	h0	NOUN
easat-1530	246	12	is	be	AUX
easat-1530	246	13	accepted	accept	VERB
easat-1530	246	14	because	because	SCONJ
easat-1530	246	15	the	the	DET
easat-1530	246	16	p	p	NOUN
easat-1530	246	17	-	-	PUNCT
easat-1530	246	18	value	value	NOUN
easat-1530	246	19	indicates	indicate	VERB
easat-1530	246	20	0.280	0.280	NUM
easat-1530	246	21	,	,	PUNCT
easat-1530	246	22	which	which	PRON
easat-1530	246	23	means	mean	VERB
easat-1530	246	24	more	more	ADJ
easat-1530	246	25	than	than	ADP
easat-1530	246	26	0.5	0.5	NUM
easat-1530	246	27	,	,	PUNCT
easat-1530	246	28	and	and	CCONJ
easat-1530	246	29	the	the	DET
easat-1530	246	30	original	original	ADJ
easat-1530	246	31	sample	sample	NOUN
easat-1530	246	32	value	value	NOUN
easat-1530	246	33	is	be	AUX
easat-1530	246	34	-0.060	-0.060	NOUN
easat-1530	246	35	,	,	PUNCT
easat-1530	246	36	so	so	ADV
easat-1530	246	37	the	the	DET
easat-1530	246	38	hypothesis	hypothesis	NOUN
easat-1530	246	39	is	be	AUX
easat-1530	246	40	rejected	reject	VERB
easat-1530	246	41	.	.	PUNCT
easat-1530	247	1	it	it	PRON
easat-1530	247	2	means	mean	VERB
easat-1530	247	3	the	the	DET
easat-1530	247	4	herding	herding	NOUN
easat-1530	247	5	effect	effect	NOUN
easat-1530	247	6	or	or	CCONJ
easat-1530	247	7	irrational	irrational	ADJ
easat-1530	247	8	behaviors	behavior	NOUN
easat-1530	247	9	can	can	AUX
easat-1530	247	10	not	not	PART
easat-1530	247	11	affect	affect	VERB
easat-1530	247	12	investment	investment	NOUN
easat-1530	247	13	decisions	decision	NOUN
easat-1530	247	14	.	.	PUNCT
easat-1530	248	1	in	in	ADP
easat-1530	248	2	this	this	DET
easat-1530	248	3	study	study	NOUN
easat-1530	248	4	,	,	PUNCT
easat-1530	248	5	the	the	DET
easat-1530	248	6	herding	herding	NOUN
easat-1530	248	7	effect	effect	NOUN
easat-1530	248	8	(	(	PUNCT
easat-1530	248	9	x3	x3	ADJ
easat-1530	248	10	)	)	PUNCT
easat-1530	248	11	did	do	AUX
easat-1530	248	12	not	not	PART
easat-1530	248	13	affect	affect	VERB
easat-1530	248	14	the	the	DET
easat-1530	248	15	behaviors	behavior	NOUN
easat-1530	248	16	of	of	ADP
easat-1530	248	17	financial	financial	ADJ
easat-1530	248	18	investment	investment	NOUN
easat-1530	248	19	decisions	decision	NOUN
easat-1530	248	20	(	(	PUNCT
easat-1530	248	21	y	y	NOUN
easat-1530	248	22	)	)	PUNCT
easat-1530	248	23	.	.	PUNCT
easat-1530	249	1	this	this	DET
easat-1530	249	2	study	study	NOUN
easat-1530	249	3	is	be	AUX
easat-1530	249	4	related	relate	VERB
easat-1530	249	5	to	to	ADP
easat-1530	249	6	the	the	DET
easat-1530	249	7	improving	improve	VERB
easat-1530	249	8	level	level	NOUN
easat-1530	249	9	of	of	ADP
easat-1530	249	10	financial	financial	ADJ
easat-1530	249	11	literacy	literacy	NOUN
easat-1530	249	12	in	in	ADP
easat-1530	249	13	1595	1595	NUM
easat-1530	249	14	edelweiss	edelweiss	PROPN
easat-1530	249	15	applied	apply	VERB
easat-1530	249	16	science	science	NOUN
easat-1530	249	17	and	and	CCONJ
easat-1530	249	18	technology	technology	NOUN
easat-1530	249	19	issn	issn	PROPN
easat-1530	249	20	:	:	PUNCT
easat-1530	249	21	2576	2576	NUM
easat-1530	249	22	-	-	SYM
easat-1530	249	23	8484	8484	NUM
easat-1530	249	24	vol	vol	NOUN
easat-1530	249	25	.	.	PROPN
easat-1530	250	1	8	8	NUM
easat-1530	250	2	,	,	PUNCT
easat-1530	250	3	no	no	INTJ
easat-1530	250	4	.	.	NOUN
easat-1530	250	5	4	4	NUM
easat-1530	250	6	:	:	PUNCT
easat-1530	250	7	1586	1586	NUM
easat-1530	250	8	-	-	SYM
easat-1530	250	9	1597	1597	NUM
easat-1530	250	10	,	,	PUNCT
easat-1530	250	11	2024	2024	NUM
easat-1530	250	12	doi	doi	NOUN
easat-1530	250	13	:	:	PUNCT
easat-1530	250	14	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	250	15	©	©	ADP
easat-1530	250	16	2024	2024	NUM
easat-1530	250	17	by	by	ADP
easat-1530	250	18	the	the	DET
easat-1530	250	19	authors	author	NOUN
easat-1530	250	20	;	;	PUNCT
easat-1530	250	21	licensee	licensee	PROPN
easat-1530	250	22	learning	learning	PROPN
easat-1530	250	23	gate	gate	PROPN
easat-1530	250	24	indonesia	indonesia	PROPN
easat-1530	250	25	;	;	PUNCT
easat-1530	250	26	with	with	ADP
easat-1530	250	27	the	the	DET
easat-1530	250	28	increase	increase	NOUN
easat-1530	250	29	in	in	ADP
easat-1530	250	30	the	the	DET
easat-1530	250	31	financial	financial	ADJ
easat-1530	250	32	literacy	literacy	NOUN
easat-1530	250	33	index	index	NOUN
easat-1530	250	34	,	,	PUNCT
easat-1530	250	35	investors	investor	NOUN
easat-1530	250	36	will	will	AUX
easat-1530	250	37	be	be	AUX
easat-1530	250	38	more	more	ADV
easat-1530	250	39	careful	careful	ADJ
easat-1530	250	40	in	in	ADP
easat-1530	250	41	making	make	VERB
easat-1530	250	42	decisions	decision	NOUN
easat-1530	250	43	.	.	PUNCT
easat-1530	251	1	people	people	NOUN
easat-1530	251	2	with	with	ADP
easat-1530	251	3	higher	high	ADJ
easat-1530	251	4	levels	level	NOUN
easat-1530	251	5	of	of	ADP
easat-1530	251	6	financial	financial	ADJ
easat-1530	251	7	literacy	literacy	NOUN
easat-1530	251	8	tend	tend	VERB
easat-1530	251	9	to	to	PART
easat-1530	251	10	make	make	VERB
easat-1530	251	11	independent	independent	ADJ
easat-1530	251	12	,	,	PUNCT
easat-1530	251	13	well	well	ADV
easat-1530	251	14	-	-	PUNCT
easat-1530	251	15	informed	inform	VERB
easat-1530	251	16	decisions	decision	NOUN
easat-1530	251	17	rather	rather	ADV
easat-1530	251	18	than	than	ADP
easat-1530	251	19	simply	simply	ADV
easat-1530	251	20	following	follow	VERB
easat-1530	251	21	the	the	DET
easat-1530	251	22	crowd	crowd	NOUN
easat-1530	251	23	.	.	PUNCT
easat-1530	252	1	the	the	DET
easat-1530	252	2	absence	absence	NOUN
easat-1530	252	3	of	of	ADP
easat-1530	252	4	herding	herding	NOUN
easat-1530	252	5	suggests	suggest	VERB
easat-1530	252	6	that	that	SCONJ
easat-1530	252	7	investors	investor	NOUN
easat-1530	252	8	have	have	VERB
easat-1530	252	9	confidence	confidence	NOUN
easat-1530	252	10	in	in	ADP
easat-1530	252	11	their	their	PRON
easat-1530	252	12	own	own	ADJ
easat-1530	252	13	analysis	analysis	NOUN
easat-1530	252	14	and	and	CCONJ
easat-1530	252	15	are	be	AUX
easat-1530	252	16	less	less	ADV
easat-1530	252	17	likely	likely	ADJ
easat-1530	252	18	to	to	PART
easat-1530	252	19	be	be	AUX
easat-1530	252	20	swayed	sway	VERB
easat-1530	252	21	by	by	ADP
easat-1530	252	22	market	market	NOUN
easat-1530	252	23	rumors	rumor	NOUN
easat-1530	252	24	or	or	CCONJ
easat-1530	252	25	trends	trend	NOUN
easat-1530	252	26	driven	drive	VERB
easat-1530	252	27	by	by	ADP
easat-1530	252	28	collective	collective	ADJ
easat-1530	252	29	action	action	NOUN
easat-1530	252	30	.	.	PUNCT
easat-1530	253	1	this	this	DET
easat-1530	253	2	finding	finding	NOUN
easat-1530	253	3	is	be	AUX
easat-1530	253	4	particularly	particularly	ADV
easat-1530	253	5	important	important	ADJ
easat-1530	253	6	in	in	ADP
easat-1530	253	7	developing	develop	VERB
easat-1530	253	8	markets	market	NOUN
easat-1530	253	9	such	such	ADJ
easat-1530	253	10	as	as	ADP
easat-1530	253	11	indonesia	indonesia	PROPN
easat-1530	253	12	,	,	PUNCT
easat-1530	253	13	where	where	SCONJ
easat-1530	253	14	financial	financial	ADJ
easat-1530	253	15	literacy	literacy	NOUN
easat-1530	253	16	initiatives	initiative	NOUN
easat-1530	253	17	appear	appear	VERB
easat-1530	253	18	to	to	PART
easat-1530	253	19	be	be	AUX
easat-1530	253	20	having	have	VERB
easat-1530	253	21	a	a	DET
easat-1530	253	22	positive	positive	ADJ
easat-1530	253	23	impact	impact	NOUN
easat-1530	253	24	on	on	ADP
easat-1530	253	25	investor	investor	NOUN
easat-1530	253	26	behavior	behavior	NOUN
easat-1530	253	27	.	.	PUNCT
easat-1530	254	1	the	the	DET
easat-1530	254	2	results	result	NOUN
easat-1530	254	3	of	of	ADP
easat-1530	254	4	this	this	DET
easat-1530	254	5	study	study	NOUN
easat-1530	254	6	are	be	AUX
easat-1530	254	7	strengthened	strengthen	VERB
easat-1530	254	8	by	by	ADP
easat-1530	254	9	previous	previous	ADJ
easat-1530	254	10	research	research	NOUN
easat-1530	254	11	conducted	conduct	VERB
easat-1530	254	12	by	by	ADP
easat-1530	254	13	usman	usman	PROPN
easat-1530	255	1	[	[	X
easat-1530	255	2	47	47	NUM
easat-1530	255	3	]	]	X
easat-1530	255	4	;	;	PUNCT
easat-1530	255	5	kornitasari	kornitasari	PROPN
easat-1530	255	6	et	et	PROPN
easat-1530	255	7	al	al	PROPN
easat-1530	255	8	.	.	PUNCT
easat-1530	256	1	[	[	X
easat-1530	256	2	48	48	NUM
easat-1530	256	3	]	]	PUNCT
easat-1530	256	4	the	the	DET
easat-1530	256	5	results	result	NOUN
easat-1530	256	6	show	show	VERB
easat-1530	256	7	that	that	SCONJ
easat-1530	256	8	herding	herding	NOUN
easat-1530	256	9	does	do	AUX
easat-1530	256	10	not	not	PART
easat-1530	256	11	affect	affect	VERB
easat-1530	256	12	individual	individual	ADJ
easat-1530	256	13	decisions	decision	NOUN
easat-1530	256	14	in	in	ADP
easat-1530	256	15	investing	investing	NOUN
easat-1530	256	16	,	,	PUNCT
easat-1530	256	17	especially	especially	ADV
easat-1530	256	18	stock	stock	NOUN
easat-1530	256	19	.	.	PUNCT
easat-1530	257	1	it	it	PRON
easat-1530	257	2	is	be	AUX
easat-1530	257	3	because	because	SCONJ
easat-1530	257	4	the	the	DET
easat-1530	257	5	investors	investor	NOUN
easat-1530	257	6	have	have	AUX
easat-1530	257	7	studied	study	VERB
easat-1530	257	8	before	before	ADP
easat-1530	257	9	making	make	VERB
easat-1530	257	10	a	a	DET
easat-1530	257	11	decision	decision	NOUN
easat-1530	257	12	.	.	PUNCT
easat-1530	258	1	khalid	khalid	PROPN
easat-1530	258	2	et	et	PROPN
easat-1530	258	3	al	al	PROPN
easat-1530	258	4	.	.	PUNCT
easat-1530	259	1	[	[	X
easat-1530	259	2	49	49	NUM
easat-1530	259	3	]	]	X
easat-1530	259	4	herding	herding	NOUN
easat-1530	259	5	does	do	AUX
easat-1530	259	6	not	not	PART
easat-1530	259	7	affect	affect	VERB
easat-1530	259	8	investment	investment	NOUN
easat-1530	259	9	decisions	decision	NOUN
easat-1530	259	10	.	.	PUNCT
easat-1530	260	1	herding	herd	VERB
easat-1530	260	2	encourages	encourage	VERB
easat-1530	260	3	investors	investor	NOUN
easat-1530	260	4	to	to	PART
easat-1530	260	5	imitate	imitate	VERB
easat-1530	260	6	the	the	DET
easat-1530	260	7	steps	step	NOUN
easat-1530	260	8	taken	take	VERB
easat-1530	260	9	by	by	ADP
easat-1530	260	10	others	other	NOUN
easat-1530	260	11	even	even	ADV
easat-1530	260	12	if	if	SCONJ
easat-1530	260	13	there	there	PRON
easat-1530	260	14	is	be	VERB
easat-1530	260	15	a	a	DET
easat-1530	260	16	possibility	possibility	NOUN
easat-1530	260	17	that	that	SCONJ
easat-1530	260	18	the	the	DET
easat-1530	260	19	other	other	ADJ
easat-1530	260	20	person	person	NOUN
easat-1530	260	21	is	be	AUX
easat-1530	260	22	making	make	VERB
easat-1530	260	23	inappropriate	inappropriate	ADJ
easat-1530	260	24	investment	investment	NOUN
easat-1530	260	25	decisions	decision	NOUN
easat-1530	260	26	.	.	PUNCT
easat-1530	261	1	it	it	PRON
easat-1530	261	2	happens	happen	VERB
easat-1530	261	3	if	if	SCONJ
easat-1530	261	4	investors	investor	NOUN
easat-1530	261	5	in	in	ADP
easat-1530	261	6	investing	investing	NOUN
easat-1530	261	7	are	be	AUX
easat-1530	261	8	only	only	ADV
easat-1530	261	9	limited	limit	VERB
easat-1530	261	10	to	to	ADP
easat-1530	261	11	following	follow	VERB
easat-1530	261	12	the	the	DET
easat-1530	261	13	trend	trend	NOUN
easat-1530	261	14	or	or	CCONJ
easat-1530	261	15	not	not	PART
easat-1530	261	16	on	on	ADP
easat-1530	261	17	their	their	PRON
easat-1530	261	18	wishes	wish	NOUN
easat-1530	261	19	and	and	CCONJ
easat-1530	261	20	awareness	awareness	NOUN
easat-1530	261	21	.	.	PUNCT
easat-1530	262	1	however	however	ADV
easat-1530	262	2	,	,	PUNCT
easat-1530	262	3	because	because	SCONJ
easat-1530	262	4	most	most	ADJ
easat-1530	262	5	investors	investor	NOUN
easat-1530	262	6	today	today	NOUN
easat-1530	262	7	have	have	AUX
easat-1530	262	8	studied	study	VERB
easat-1530	262	9	investing	investing	NOUN
easat-1530	262	10	and	and	CCONJ
easat-1530	262	11	are	be	AUX
easat-1530	262	12	better	well	ADV
easat-1530	262	13	aware	aware	ADJ
easat-1530	262	14	of	of	ADP
easat-1530	262	15	investment	investment	NOUN
easat-1530	262	16	,	,	PUNCT
easat-1530	262	17	the	the	DET
easat-1530	262	18	influence	influence	NOUN
easat-1530	262	19	of	of	ADP
easat-1530	262	20	herding	herd	VERB
easat-1530	262	21	in	in	ADP
easat-1530	262	22	making	make	VERB
easat-1530	262	23	investment	investment	NOUN
easat-1530	262	24	decisions	decision	NOUN
easat-1530	262	25	is	be	AUX
easat-1530	262	26	decreasing	decrease	VERB
easat-1530	262	27	.	.	PUNCT
easat-1530	263	1	5.4	5.4	NUM
easat-1530	263	2	.	.	PUNCT
easat-1530	264	1	the	the	DET
easat-1530	264	2	effect	effect	NOUN
easat-1530	264	3	of	of	ADP
easat-1530	264	4	flexing	flex	VERB
easat-1530	264	5	on	on	ADP
easat-1530	264	6	the	the	DET
easat-1530	264	7	investment	investment	NOUN
easat-1530	264	8	decision	decision	NOUN
easat-1530	264	9	behavior	behavior	NOUN
easat-1530	264	10	h0	h0	NOUN
easat-1530	264	11	is	be	AUX
easat-1530	264	12	rejected	reject	VERB
easat-1530	264	13	because	because	SCONJ
easat-1530	264	14	the	the	DET
easat-1530	264	15	p	p	NOUN
easat-1530	264	16	-	-	PUNCT
easat-1530	264	17	value	value	NOUN
easat-1530	264	18	shows	show	VERB
easat-1530	264	19	0.005	0.005	NUM
easat-1530	264	20	,	,	PUNCT
easat-1530	264	21	meaning	mean	VERB
easat-1530	264	22	less	less	ADJ
easat-1530	264	23	than	than	ADP
easat-1530	264	24	0.5	0.5	NUM
easat-1530	264	25	,	,	PUNCT
easat-1530	264	26	and	and	CCONJ
easat-1530	264	27	the	the	DET
easat-1530	264	28	original	original	ADJ
easat-1530	264	29	sample	sample	NOUN
easat-1530	264	30	value	value	NOUN
easat-1530	264	31	is	be	AUX
easat-1530	264	32	0.164	0.164	NUM
easat-1530	264	33	,	,	PUNCT
easat-1530	264	34	showing	show	VERB
easat-1530	264	35	the	the	DET
easat-1530	264	36	relationship	relationship	NOUN
easat-1530	264	37	positively	positively	ADV
easat-1530	264	38	.	.	PUNCT
easat-1530	265	1	it	it	PRON
easat-1530	265	2	means	mean	VERB
easat-1530	265	3	that	that	SCONJ
easat-1530	265	4	activities	activity	NOUN
easat-1530	265	5	carried	carry	VERB
easat-1530	265	6	out	out	ADP
easat-1530	265	7	with	with	ADP
easat-1530	265	8	the	the	DET
easat-1530	265	9	aim	aim	NOUN
easat-1530	265	10	of	of	ADP
easat-1530	265	11	flexing	flex	VERB
easat-1530	265	12	or	or	CCONJ
easat-1530	265	13	showing	show	VERB
easat-1530	265	14	off	off	ADP
easat-1530	265	15	using	use	VERB
easat-1530	265	16	social	social	ADJ
easat-1530	265	17	media	medium	NOUN
easat-1530	265	18	have	have	VERB
easat-1530	265	19	an	an	DET
easat-1530	265	20	effect	effect	NOUN
easat-1530	265	21	on	on	ADP
easat-1530	265	22	investment	investment	NOUN
easat-1530	265	23	decisions	decision	NOUN
easat-1530	265	24	.	.	PUNCT
easat-1530	266	1	flexing	flex	VERB
easat-1530	266	2	is	be	AUX
easat-1530	266	3	one	one	NUM
easat-1530	266	4	of	of	ADP
easat-1530	266	5	the	the	DET
easat-1530	266	6	behaviors	behavior	NOUN
easat-1530	266	7	that	that	PRON
easat-1530	266	8	give	give	VERB
easat-1530	266	9	a	a	DET
easat-1530	266	10	role	role	NOUN
easat-1530	266	11	in	in	ADP
easat-1530	266	12	the	the	DET
easat-1530	266	13	investment	investment	NOUN
easat-1530	266	14	decision	decision	NOUN
easat-1530	266	15	-	-	PUNCT
easat-1530	266	16	making	making	NOUN
easat-1530	266	17	of	of	ADP
easat-1530	266	18	the	the	DET
easat-1530	266	19	people	people	NOUN
easat-1530	266	20	of	of	ADP
easat-1530	266	21	east	east	PROPN
easat-1530	266	22	java	java	PROPN
easat-1530	266	23	.	.	PUNCT
easat-1530	267	1	based	base	VERB
easat-1530	267	2	on	on	ADP
easat-1530	267	3	this	this	PRON
easat-1530	267	4	,	,	PUNCT
easat-1530	267	5	one	one	PRON
easat-1530	267	6	aims	aim	VERB
easat-1530	267	7	to	to	PART
easat-1530	267	8	invest	invest	VERB
easat-1530	267	9	because	because	SCONJ
easat-1530	267	10	they	they	PRON
easat-1530	267	11	want	want	VERB
easat-1530	267	12	to	to	PART
easat-1530	267	13	show	show	VERB
easat-1530	267	14	the	the	DET
easat-1530	267	15	results	result	NOUN
easat-1530	267	16	of	of	ADP
easat-1530	267	17	their	their	PRON
easat-1530	267	18	investments	investment	NOUN
easat-1530	267	19	to	to	ADP
easat-1530	267	20	the	the	DET
easat-1530	267	21	community	community	NOUN
easat-1530	267	22	.	.	PUNCT
easat-1530	268	1	this	this	DET
easat-1530	268	2	study	study	NOUN
easat-1530	268	3	's	's	PART
easat-1530	268	4	results	result	NOUN
easat-1530	268	5	align	align	VERB
easat-1530	268	6	with	with	ADP
easat-1530	268	7	previous	previous	ADJ
easat-1530	268	8	research	research	NOUN
easat-1530	268	9	conducted	conduct	VERB
easat-1530	268	10	by	by	ADP
easat-1530	268	11	burnasheva	burnasheva	PROPN
easat-1530	268	12	&	&	CCONJ
easat-1530	268	13	suh	suh	PROPN
easat-1530	269	1	[	[	X
easat-1530	269	2	41	41	NUM
easat-1530	269	3	]	]	PUNCT
easat-1530	269	4	and	and	CCONJ
easat-1530	269	5	madzunya	madzunya	VERB
easat-1530	269	6	et	et	PROPN
easat-1530	269	7	al	al	PROPN
easat-1530	269	8	.	.	PUNCT
easat-1530	270	1	[	[	X
easat-1530	270	2	50	50	NUM
easat-1530	270	3	]	]	PUNCT
easat-1530	270	4	.	.	PUNCT
easat-1530	271	1	flexing	flex	VERB
easat-1530	271	2	conveyed	convey	VERB
easat-1530	271	3	through	through	ADP
easat-1530	271	4	social	social	ADJ
easat-1530	271	5	media	medium	NOUN
easat-1530	271	6	is	be	AUX
easat-1530	271	7	a	a	DET
easat-1530	271	8	place	place	NOUN
easat-1530	271	9	to	to	PART
easat-1530	271	10	show	show	VERB
easat-1530	271	11	his	his	PRON
easat-1530	271	12	ability	ability	NOUN
easat-1530	271	13	and	and	CCONJ
easat-1530	271	14	confidence	confidence	NOUN
easat-1530	271	15	[	[	X
easat-1530	271	16	41	41	NUM
easat-1530	271	17	]	]	PUNCT
easat-1530	271	18	.	.	PUNCT
easat-1530	272	1	based	base	VERB
easat-1530	272	2	on	on	ADP
easat-1530	272	3	this	this	DET
easat-1530	272	4	study	study	NOUN
easat-1530	272	5	,	,	PUNCT
easat-1530	272	6	millennials	millennial	NOUN
easat-1530	272	7	decided	decide	VERB
easat-1530	272	8	to	to	PART
easat-1530	272	9	invest	invest	VERB
easat-1530	272	10	due	due	ADP
easat-1530	272	11	to	to	ADP
easat-1530	272	12	the	the	DET
easat-1530	272	13	flexing	flexing	NOUN
easat-1530	272	14	in	in	ADP
easat-1530	272	15	social	social	ADJ
easat-1530	272	16	media	medium	NOUN
easat-1530	272	17	.	.	PUNCT
easat-1530	273	1	seeing	see	VERB
easat-1530	273	2	others	other	NOUN
easat-1530	273	3	display	display	VERB
easat-1530	273	4	their	their	PRON
easat-1530	273	5	wealth	wealth	NOUN
easat-1530	273	6	or	or	CCONJ
easat-1530	273	7	investment	investment	NOUN
easat-1530	273	8	success	success	NOUN
easat-1530	273	9	on	on	ADP
easat-1530	273	10	social	social	ADJ
easat-1530	273	11	media	medium	NOUN
easat-1530	273	12	can	can	AUX
easat-1530	273	13	motivate	motivate	VERB
easat-1530	273	14	individuals	individual	NOUN
easat-1530	273	15	to	to	PART
easat-1530	273	16	make	make	VERB
easat-1530	273	17	similar	similar	ADJ
easat-1530	273	18	investment	investment	NOUN
easat-1530	273	19	decisions	decision	NOUN
easat-1530	273	20	,	,	PUNCT
easat-1530	273	21	often	often	ADV
easat-1530	273	22	because	because	SCONJ
easat-1530	273	23	they	they	PRON
easat-1530	273	24	aspire	aspire	VERB
easat-1530	273	25	to	to	PART
easat-1530	273	26	achieve	achieve	VERB
easat-1530	273	27	the	the	DET
easat-1530	273	28	same	same	ADJ
easat-1530	273	29	financial	financial	ADJ
easat-1530	273	30	status	status	NOUN
easat-1530	273	31	or	or	CCONJ
easat-1530	273	32	recognition	recognition	NOUN
easat-1530	273	33	.	.	PUNCT
easat-1530	274	1	this	this	DET
easat-1530	274	2	influence	influence	NOUN
easat-1530	274	3	is	be	AUX
easat-1530	274	4	particularly	particularly	ADV
easat-1530	274	5	strong	strong	ADJ
easat-1530	274	6	among	among	ADP
easat-1530	274	7	younger	young	ADJ
easat-1530	274	8	generations	generation	NOUN
easat-1530	274	9	who	who	PRON
easat-1530	274	10	are	be	AUX
easat-1530	274	11	more	more	ADV
easat-1530	274	12	active	active	ADJ
easat-1530	274	13	on	on	ADP
easat-1530	274	14	social	social	ADJ
easat-1530	274	15	media	medium	NOUN
easat-1530	274	16	platforms	platform	NOUN
easat-1530	274	17	.	.	PUNCT
easat-1530	275	1	however	however	ADV
easat-1530	275	2	,	,	PUNCT
easat-1530	275	3	it	it	PRON
easat-1530	275	4	's	be	AUX
easat-1530	275	5	important	important	ADJ
easat-1530	275	6	to	to	PART
easat-1530	275	7	note	note	VERB
easat-1530	275	8	that	that	SCONJ
easat-1530	275	9	while	while	SCONJ
easat-1530	275	10	social	social	ADJ
easat-1530	275	11	media	medium	NOUN
easat-1530	275	12	can	can	AUX
easat-1530	275	13	be	be	AUX
easat-1530	275	14	a	a	DET
easat-1530	275	15	motivator	motivator	NOUN
easat-1530	275	16	,	,	PUNCT
easat-1530	275	17	it	it	PRON
easat-1530	275	18	can	can	AUX
easat-1530	275	19	also	also	ADV
easat-1530	275	20	lead	lead	VERB
easat-1530	275	21	to	to	ADP
easat-1530	275	22	impulsive	impulsive	ADJ
easat-1530	275	23	or	or	CCONJ
easat-1530	275	24	ill	ill	ADV
easat-1530	275	25	-	-	PUNCT
easat-1530	275	26	considered	consider	VERB
easat-1530	275	27	investment	investment	NOUN
easat-1530	275	28	decisions	decision	NOUN
easat-1530	275	29	driven	drive	VERB
easat-1530	275	30	by	by	ADP
easat-1530	275	31	a	a	DET
easat-1530	275	32	desire	desire	NOUN
easat-1530	275	33	to	to	PART
easat-1530	275	34	"	"	PUNCT
easat-1530	275	35	keep	keep	VERB
easat-1530	275	36	up	up	ADP
easat-1530	275	37	"	"	PUNCT
easat-1530	275	38	with	with	ADP
easat-1530	275	39	peers	peer	NOUN
easat-1530	275	40	.	.	PUNCT
easat-1530	276	1	assiddiq	assiddiq	PROPN
easat-1530	277	1	[	[	X
easat-1530	277	2	51	51	NUM
easat-1530	277	3	]	]	PUNCT
easat-1530	277	4	and	and	CCONJ
easat-1530	277	5	rizaty	rizaty	VERB
easat-1530	278	1	[	[	X
easat-1530	278	2	52	52	NUM
easat-1530	278	3	]	]	PUNCT
easat-1530	278	4	show	show	VERB
easat-1530	278	5	that	that	SCONJ
easat-1530	278	6	currently	currently	ADV
easat-1530	278	7	,	,	PUNCT
easat-1530	278	8	flexing	flex	VERB
easat-1530	278	9	is	be	AUX
easat-1530	278	10	a	a	DET
easat-1530	278	11	trend	trend	NOUN
easat-1530	278	12	to	to	PART
easat-1530	278	13	be	be	AUX
easat-1530	278	14	shown	show	VERB
easat-1530	278	15	on	on	ADP
easat-1530	278	16	social	social	ADJ
easat-1530	278	17	media	medium	NOUN
easat-1530	278	18	,	,	PUNCT
easat-1530	278	19	causing	cause	VERB
easat-1530	278	20	people	people	NOUN
easat-1530	278	21	who	who	PRON
easat-1530	278	22	see	see	VERB
easat-1530	278	23	social	social	ADJ
easat-1530	278	24	media	medium	NOUN
easat-1530	278	25	people	people	NOUN
easat-1530	278	26	also	also	ADV
easat-1530	278	27	want	want	VERB
easat-1530	278	28	to	to	PART
easat-1530	278	29	get	get	VERB
easat-1530	278	30	wealth	wealth	NOUN
easat-1530	278	31	instantly	instantly	ADV
easat-1530	278	32	and	and	CCONJ
easat-1530	278	33	quickly	quickly	ADV
easat-1530	278	34	.	.	PUNCT
easat-1530	279	1	it	it	PRON
easat-1530	279	2	gives	give	VERB
easat-1530	279	3	rise	rise	NOUN
easat-1530	279	4	to	to	ADP
easat-1530	279	5	inappropriate	inappropriate	ADJ
easat-1530	279	6	and	and	CCONJ
easat-1530	279	7	irrational	irrational	ADJ
easat-1530	279	8	investment	investment	NOUN
easat-1530	279	9	decisions	decision	NOUN
easat-1530	279	10	.	.	PUNCT
easat-1530	280	1	investment	investment	NOUN
easat-1530	280	2	decisions	decision	NOUN
easat-1530	280	3	are	be	AUX
easat-1530	280	4	caused	cause	VERB
easat-1530	280	5	only	only	ADV
easat-1530	280	6	by	by	ADP
easat-1530	280	7	the	the	DET
easat-1530	280	8	desire	desire	NOUN
easat-1530	280	9	to	to	PART
easat-1530	280	10	show	show	VERB
easat-1530	280	11	off	off	ADP
easat-1530	280	12	but	but	CCONJ
easat-1530	280	13	do	do	AUX
easat-1530	280	14	not	not	PART
easat-1530	280	15	think	think	VERB
easat-1530	280	16	about	about	ADP
easat-1530	280	17	the	the	DET
easat-1530	280	18	risks	risk	NOUN
easat-1530	280	19	of	of	ADP
easat-1530	280	20	the	the	DET
easat-1530	280	21	investment	investment	NOUN
easat-1530	280	22	decisions	decision	NOUN
easat-1530	280	23	.	.	PUNCT
easat-1530	281	1	6	6	X
easat-1530	281	2	.	.	X
easat-1530	281	3	conclusion	conclusion	NOUN
easat-1530	281	4	based	base	VERB
easat-1530	281	5	on	on	ADP
easat-1530	281	6	the	the	DET
easat-1530	281	7	results	result	NOUN
easat-1530	281	8	of	of	ADP
easat-1530	281	9	the	the	DET
easat-1530	281	10	research	research	NOUN
easat-1530	281	11	,	,	PUNCT
easat-1530	281	12	the	the	DET
easat-1530	281	13	conclusion	conclusion	NOUN
easat-1530	281	14	is	be	AUX
easat-1530	281	15	as	as	SCONJ
easat-1530	281	16	follows	follow	VERB
easat-1530	281	17	.	.	PUNCT
easat-1530	282	1	(	(	PUNCT
easat-1530	282	2	i	i	NOUN
easat-1530	282	3	)	)	PUNCT
easat-1530	282	4	the	the	DET
easat-1530	282	5	variable	variable	NOUN
easat-1530	282	6	of	of	ADP
easat-1530	282	7	overconfidence	overconfidence	NOUN
easat-1530	282	8	bias	bias	NOUN
easat-1530	282	9	affects	affect	VERB
easat-1530	282	10	investment	investment	NOUN
easat-1530	282	11	decisions	decision	NOUN
easat-1530	282	12	.	.	PUNCT
easat-1530	283	1	it	it	PRON
easat-1530	283	2	means	mean	VERB
easat-1530	283	3	that	that	SCONJ
easat-1530	283	4	investment	investment	NOUN
easat-1530	283	5	decisions	decision	NOUN
easat-1530	283	6	made	make	VERB
easat-1530	283	7	by	by	ADP
easat-1530	283	8	the	the	DET
easat-1530	283	9	community	community	NOUN
easat-1530	283	10	are	be	AUX
easat-1530	283	11	based	base	VERB
easat-1530	283	12	on	on	ADP
easat-1530	283	13	beliefs	belief	NOUN
easat-1530	283	14	.	.	PUNCT
easat-1530	284	1	(	(	PUNCT
easat-1530	284	2	ii)the	ii)the	DET
easat-1530	284	3	variable	variable	NOUN
easat-1530	284	4	of	of	ADP
easat-1530	284	5	optimistic	optimistic	ADJ
easat-1530	284	6	bias	bias	NOUN
easat-1530	284	7	has	have	VERB
easat-1530	284	8	a	a	DET
easat-1530	284	9	significant	significant	ADJ
easat-1530	284	10	positive	positive	ADJ
easat-1530	284	11	effect	effect	NOUN
easat-1530	284	12	on	on	ADP
easat-1530	284	13	investment	investment	NOUN
easat-1530	284	14	decisions	decision	NOUN
easat-1530	284	15	.	.	PUNCT
easat-1530	285	1	it	it	PRON
easat-1530	285	2	is	be	AUX
easat-1530	285	3	because	because	SCONJ
easat-1530	285	4	the	the	DET
easat-1530	285	5	investors	investor	NOUN
easat-1530	285	6	who	who	PRON
easat-1530	285	7	have	have	AUX
easat-1530	285	8	made	make	VERB
easat-1530	285	9	the	the	DET
easat-1530	285	10	profit	profit	NOUN
easat-1530	285	11	as	as	SCONJ
easat-1530	285	12	expected	expect	VERB
easat-1530	285	13	will	will	AUX
easat-1530	285	14	be	be	AUX
easat-1530	285	15	more	more	ADV
easat-1530	285	16	confident	confident	ADJ
easat-1530	285	17	and	and	CCONJ
easat-1530	285	18	more	more	ADV
easat-1530	285	19	courageous	courageous	ADJ
easat-1530	285	20	in	in	ADP
easat-1530	285	21	making	make	VERB
easat-1530	285	22	investment	investment	NOUN
easat-1530	285	23	decisions	decision	NOUN
easat-1530	285	24	in	in	ADP
easat-1530	285	25	the	the	DET
easat-1530	285	26	future	future	NOUN
easat-1530	285	27	.	.	PUNCT
easat-1530	286	1	(	(	PUNCT
easat-1530	286	2	iii	iii	X
easat-1530	286	3	)	)	PUNCT
easat-1530	286	4	the	the	DET
easat-1530	286	5	variable	variable	NOUN
easat-1530	286	6	of	of	ADP
easat-1530	286	7	the	the	DET
easat-1530	286	8	herding	herding	NOUN
easat-1530	286	9	effect	effect	NOUN
easat-1530	286	10	does	do	AUX
easat-1530	286	11	not	not	PART
easat-1530	286	12	affect	affect	VERB
easat-1530	286	13	the	the	DET
easat-1530	286	14	investment	investment	NOUN
easat-1530	286	15	decisions	decision	NOUN
easat-1530	286	16	.	.	PUNCT
easat-1530	287	1	it	it	PRON
easat-1530	287	2	is	be	AUX
easat-1530	287	3	because	because	SCONJ
easat-1530	287	4	investment	investment	NOUN
easat-1530	287	5	decisions	decision	NOUN
easat-1530	287	6	made	make	VERB
easat-1530	287	7	by	by	ADP
easat-1530	287	8	others	other	NOUN
easat-1530	287	9	can	can	AUX
easat-1530	287	10	not	not	PART
easat-1530	287	11	influence	influence	VERB
easat-1530	287	12	investors	investor	NOUN
easat-1530	287	13	.	.	PUNCT
easat-1530	288	1	it	it	PRON
easat-1530	288	2	is	be	AUX
easat-1530	288	3	also	also	ADV
easat-1530	288	4	related	relate	VERB
easat-1530	288	5	to	to	ADP
easat-1530	288	6	the	the	DET
easat-1530	288	7	level	level	NOUN
easat-1530	288	8	of	of	ADP
easat-1530	288	9	financial	financial	ADJ
easat-1530	288	10	literacy	literacy	NOUN
easat-1530	288	11	of	of	ADP
easat-1530	288	12	the	the	DET
easat-1530	288	13	people	people	NOUN
easat-1530	288	14	in	in	ADP
easat-1530	288	15	indonesia	indonesia	PROPN
easat-1530	288	16	,	,	PUNCT
easat-1530	288	17	which	which	PRON
easat-1530	288	18	is	be	AUX
easat-1530	288	19	getting	get	VERB
easat-1530	288	20	better	well	ADJ
easat-1530	288	21	with	with	ADP
easat-1530	288	22	the	the	DET
easat-1530	288	23	increase	increase	NOUN
easat-1530	288	24	in	in	ADP
easat-1530	288	25	the	the	DET
easat-1530	288	26	financial	financial	ADJ
easat-1530	288	27	literacy	literacy	NOUN
easat-1530	288	28	index	index	NOUN
easat-1530	288	29	of	of	ADP
easat-1530	288	30	investors	investor	NOUN
easat-1530	288	31	.	.	PUNCT
easat-1530	289	1	(	(	PUNCT
easat-1530	289	2	iv	iv	X
easat-1530	289	3	)	)	PUNCT
easat-1530	289	4	flexing	flex	VERB
easat-1530	289	5	variables	variable	NOUN
easat-1530	289	6	on	on	ADP
easat-1530	289	7	social	social	ADJ
easat-1530	289	8	media	medium	NOUN
easat-1530	289	9	have	have	VERB
easat-1530	289	10	a	a	DET
easat-1530	289	11	significant	significant	ADJ
easat-1530	289	12	positive	positive	ADJ
easat-1530	289	13	effect	effect	NOUN
easat-1530	289	14	on	on	ADP
easat-1530	289	15	investment	investment	NOUN
easat-1530	289	16	decisions	decision	NOUN
easat-1530	289	17	.	.	PUNCT
easat-1530	290	1	it	it	PRON
easat-1530	290	2	means	mean	VERB
easat-1530	290	3	that	that	SCONJ
easat-1530	290	4	flexing	flex	VERB
easat-1530	290	5	affects	affect	VERB
easat-1530	290	6	investment	investment	NOUN
easat-1530	290	7	decisions	decision	NOUN
easat-1530	290	8	.	.	PUNCT
easat-1530	291	1	funding	funding	NOUN
easat-1530	291	2	:	:	PUNCT
easat-1530	291	3	this	this	DET
easat-1530	291	4	research	research	NOUN
easat-1530	291	5	is	be	AUX
easat-1530	291	6	supported	support	VERB
easat-1530	291	7	by	by	ADP
easat-1530	291	8	universitas	universita	NOUN
easat-1530	291	9	brawijaya	brawijaya	PROPN
easat-1530	291	10	,	,	PUNCT
easat-1530	291	11	indonesia	indonesia	PROPN
easat-1530	291	12	.	.	PROPN
easat-1530	292	1	1596	1596	NUM
easat-1530	292	2	edelweiss	edelweiss	PROPN
easat-1530	292	3	applied	apply	VERB
easat-1530	292	4	science	science	NOUN
easat-1530	292	5	and	and	CCONJ
easat-1530	292	6	technology	technology	NOUN
easat-1530	292	7	issn	issn	PROPN
easat-1530	292	8	:	:	PUNCT
easat-1530	292	9	2576	2576	NUM
easat-1530	292	10	-	-	SYM
easat-1530	292	11	8484	8484	NUM
easat-1530	292	12	vol	vol	NOUN
easat-1530	292	13	.	.	PROPN
easat-1530	292	14	8	8	NUM
easat-1530	292	15	,	,	PUNCT
easat-1530	292	16	no	no	INTJ
easat-1530	292	17	.	.	NOUN
easat-1530	292	18	4	4	NUM
easat-1530	292	19	:	:	PUNCT
easat-1530	292	20	1586	1586	NUM
easat-1530	292	21	-	-	SYM
easat-1530	292	22	1597	1597	NUM
easat-1530	292	23	,	,	PUNCT
easat-1530	292	24	2024	2024	NUM
easat-1530	292	25	doi	doi	NOUN
easat-1530	292	26	:	:	PUNCT
easat-1530	292	27	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	292	28	©	©	ADP
easat-1530	292	29	2024	2024	NUM
easat-1530	292	30	by	by	ADP
easat-1530	292	31	the	the	DET
easat-1530	292	32	authors	author	NOUN
easat-1530	292	33	;	;	PUNCT
easat-1530	292	34	licensee	licensee	PROPN
easat-1530	292	35	learning	learn	VERB
easat-1530	292	36	gate	gate	NOUN
easat-1530	292	37	copyright	copyright	NOUN
easat-1530	292	38	:	:	PUNCT
easat-1530	293	1	©	©	PROPN
easat-1530	293	2	2024	2024	NUM
easat-1530	293	3	by	by	ADP
easat-1530	293	4	the	the	DET
easat-1530	293	5	authors	author	NOUN
easat-1530	293	6	.	.	PUNCT
easat-1530	294	1	this	this	DET
easat-1530	294	2	article	article	NOUN
easat-1530	294	3	is	be	AUX
easat-1530	294	4	an	an	DET
easat-1530	294	5	open	open	ADJ
easat-1530	294	6	access	access	NOUN
easat-1530	294	7	article	article	NOUN
easat-1530	294	8	distributed	distribute	VERB
easat-1530	294	9	under	under	ADP
easat-1530	294	10	the	the	DET
easat-1530	294	11	terms	term	NOUN
easat-1530	294	12	and	and	CCONJ
easat-1530	294	13	conditions	condition	NOUN
easat-1530	294	14	of	of	ADP
easat-1530	294	15	the	the	DET
easat-1530	294	16	creative	creative	ADJ
easat-1530	294	17	commons	common	NOUN
easat-1530	294	18	attribution	attribution	NOUN
easat-1530	294	19	(	(	PUNCT
easat-1530	294	20	cc	cc	NOUN
easat-1530	294	21	by	by	ADP
easat-1530	294	22	)	)	PUNCT
easat-1530	294	23	license	license	NOUN
easat-1530	294	24	(	(	PUNCT
easat-1530	294	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1530	294	26	)	)	PUNCT
easat-1530	294	27	.	.	PUNCT
easat-1530	295	1	references	reference	NOUN
easat-1530	295	2	[	[	X
easat-1530	295	3	1	1	NUM
easat-1530	295	4	]	]	X
easat-1530	295	5	g.	g.	PROPN
easat-1530	295	6	teare	teare	PROPN
easat-1530	295	7	,	,	PUNCT
easat-1530	295	8	“	"	PUNCT
easat-1530	295	9	how	how	SCONJ
easat-1530	295	10	seed	seed	NOUN
easat-1530	295	11	funding	funding	NOUN
easat-1530	295	12	has	have	AUX
easat-1530	295	13	exploded	explode	VERB
easat-1530	295	14	in	in	ADP
easat-1530	295	15	the	the	DET
easat-1530	295	16	past	past	ADJ
easat-1530	295	17	10	10	NUM
easat-1530	295	18	years	year	NOUN
easat-1530	295	19	?	?	PUNCT
easat-1530	296	1	crunchbase	crunchbase	NOUN
easat-1530	296	2	news	news	PROPN
easat-1530	296	3	.	.	PUNCT
easat-1530	296	4	”	"	PUNCT
easat-1530	296	5	accessed	access	VERB
easat-1530	296	6	:	:	PUNCT
easat-1530	296	7	oct	oct	PROPN
easat-1530	296	8	.	.	PROPN
easat-1530	296	9	28	28	NUM
easat-1530	296	10	,	,	PUNCT
easat-1530	296	11	2021	2021	NUM
easat-1530	296	12	.	.	PUNCT
easat-1530	297	1	[	[	X
easat-1530	297	2	online	online	X
easat-1530	297	3	]	]	X
easat-1530	297	4	.	.	PUNCT
easat-1530	298	1	available	available	ADJ
easat-1530	298	2	:	:	PUNCT
easat-1530	298	3	retrieved	retrieve	VERB
easat-1530	298	4	from	from	ADP
easat-1530	298	5	https://news.crunchbase.com/venture/seedfunding-startups-top-vc-firmsa16z-nea-khosla	https://news.crunchbase.com/venture/seedfunding-startups-top-vc-firmsa16z-nea-khosla	ADJ
easat-1530	298	6	[	[	X
easat-1530	298	7	2	2	NUM
easat-1530	298	8	]	]	PUNCT
easat-1530	298	9	s.	s.	PROPN
easat-1530	298	10	z.	z.	PROPN
easat-1530	298	11	ul	ul	PROPN
easat-1530	298	12	abdin	abdin	PROPN
easat-1530	298	13	,	,	PUNCT
easat-1530	298	14	f.	f.	PROPN
easat-1530	298	15	qureshi	qureshi	PROPN
easat-1530	298	16	,	,	PUNCT
easat-1530	298	17	j.	j.	PROPN
easat-1530	298	18	iqbal	iqbal	PROPN
easat-1530	298	19	,	,	PUNCT
easat-1530	298	20	and	and	CCONJ
easat-1530	298	21	s.	s.	PROPN
easat-1530	298	22	sultana	sultana	PROPN
easat-1530	298	23	,	,	PUNCT
easat-1530	298	24	“	"	PUNCT
easat-1530	298	25	overconfidence	overconfidence	NOUN
easat-1530	298	26	bias	bias	NOUN
easat-1530	298	27	and	and	CCONJ
easat-1530	298	28	investment	investment	NOUN
easat-1530	298	29	performance	performance	NOUN
easat-1530	298	30	:	:	PUNCT
easat-1530	298	31	a	a	DET
easat-1530	298	32	mediating	mediate	VERB
easat-1530	298	33	effect	effect	NOUN
easat-1530	298	34	of	of	ADP
easat-1530	298	35	risk	risk	NOUN
easat-1530	298	36	propensity	propensity	NOUN
easat-1530	298	37	,	,	PUNCT
easat-1530	298	38	”	"	PUNCT
easat-1530	298	39	borsa	borsa	PROPN
easat-1530	298	40	istanbul	istanbul	PROPN
easat-1530	298	41	review	review	PROPN
easat-1530	298	42	,	,	PUNCT
easat-1530	298	43	vol	vol	NOUN
easat-1530	298	44	.	.	PROPN
easat-1530	298	45	22	22	NUM
easat-1530	298	46	,	,	PUNCT
easat-1530	298	47	no	no	INTJ
easat-1530	298	48	.	.	NOUN
easat-1530	298	49	4	4	NUM
easat-1530	298	50	,	,	PUNCT
easat-1530	298	51	pp	pp	ADJ
easat-1530	298	52	.	.	PUNCT
easat-1530	299	1	780–793	780–793	NUM
easat-1530	299	2	,	,	PUNCT
easat-1530	299	3	2022	2022	NUM
easat-1530	299	4	.	.	PUNCT
easat-1530	300	1	[	[	X
easat-1530	300	2	3	3	NUM
easat-1530	300	3	]	]	X
easat-1530	300	4	gallup	gallup	NOUN
easat-1530	300	5	,	,	PUNCT
easat-1530	300	6	“	"	PUNCT
easat-1530	300	7	stock	stock	NOUN
easat-1530	300	8	investments	investment	NOUN
easat-1530	300	9	lose	lose	VERB
easat-1530	300	10	some	some	DET
easat-1530	300	11	luster	luster	NOUN
easat-1530	300	12	after	after	SCONJ
easat-1530	300	13	covid-19	covid-19	PROPN
easat-1530	300	14	sell	sell	NOUN
easat-1530	300	15	-	-	PUNCT
easat-1530	300	16	off	off	NOUN
easat-1530	301	1	[	[	X
easat-1530	301	2	graphs	graph	NOUN
easat-1530	301	3	]	]	PUNCT
easat-1530	301	4	,	,	PUNCT
easat-1530	301	5	”	"	PUNCT
easat-1530	301	6	https://news.gallup.com/poll/309233/stock-investments-lose-luster-co	https://news.gallup.com/poll/309233/stock-investments-lose-luster-co	PUNCT
easat-1530	301	7	vid-sell-off.aspx	vid-sell-off.aspx	X
easat-1530	301	8	.	.	PUNCT
easat-1530	301	9	.	.	PUNCT
easat-1530	302	1	accessed	access	VERB
easat-1530	302	2	:	:	PUNCT
easat-1530	303	1	apr	apr	NOUN
easat-1530	303	2	.	.	PROPN
easat-1530	303	3	24	24	NUM
easat-1530	303	4	,	,	PUNCT
easat-1530	303	5	2020	2020	NUM
easat-1530	303	6	.	.	PUNCT
easat-1530	304	1	[	[	X
easat-1530	304	2	online	online	X
easat-1530	304	3	]	]	X
easat-1530	304	4	.	.	PUNCT
easat-1530	305	1	available	available	ADJ
easat-1530	305	2	:	:	PUNCT
easat-1530	306	1	https://news.gallup.com/poll/309233/stock-investments-lose-luster-co	https://news.gallup.com/poll/309233/stock-investments-lose-luster-co	ADJ
easat-1530	306	2	vid-sell-off.aspx	vid-sell-off.aspx	NOUN
easat-1530	306	3	.	.	PUNCT
easat-1530	307	1	[	[	X
easat-1530	307	2	4	4	X
easat-1530	307	3	]	]	PUNCT
easat-1530	307	4	j.	j.	PROPN
easat-1530	307	5	kollewe	kollewe	PROPN
easat-1530	307	6	,	,	PUNCT
easat-1530	307	7	“	"	PUNCT
easat-1530	307	8	demand	demand	NOUN
easat-1530	307	9	for	for	ADP
easat-1530	307	10	gold	gold	NOUN
easat-1530	307	11	hits	hit	VERB
easat-1530	307	12	four	four	NUM
easat-1530	307	13	-	-	PUNCT
easat-1530	307	14	year	year	NOUN
easat-1530	307	15	high	high	ADJ
easat-1530	307	16	after	after	ADP
easat-1530	307	17	brexit	brexit	NOUN
easat-1530	307	18	and	and	CCONJ
easat-1530	307	19	trump	trump	VERB
easat-1530	307	20	votes	vote	NOUN
easat-1530	307	21	.	.	PUNCT
easat-1530	307	22	”	"	PUNCT
easat-1530	307	23	accessed	access	VERB
easat-1530	307	24	:	:	PUNCT
easat-1530	307	25	feb	feb	PROPN
easat-1530	307	26	.	.	PROPN
easat-1530	307	27	03	03	NUM
easat-1530	307	28	,	,	PUNCT
easat-1530	307	29	2017	2017	NUM
easat-1530	307	30	.	.	PUNCT
easat-1530	308	1	[	[	X
easat-1530	308	2	online	online	X
easat-1530	308	3	]	]	X
easat-1530	308	4	.	.	PUNCT
easat-1530	309	1	available	available	ADJ
easat-1530	309	2	:	:	PUNCT
easat-1530	310	1	https://www.theguardian.com/business/2017/feb/03/demand-for-go	https://www.theguardian.com/business/2017/feb/03/demand-for-go	PROPN
easat-1530	310	2	ld	ld	PROPN
easat-1530	310	3	-	-	PUNCT
easat-1530	310	4	hits	hit	NOUN
easat-1530	310	5	-	-	PUNCT
easat-1530	310	6	four	four	NUM
easat-1530	310	7	-	-	PUNCT
easat-1530	310	8	year	year	NOUN
easat-1530	310	9	-	-	PUNCT
easat-1530	310	10	high	high	ADJ
easat-1530	310	11	-	-	PUNCT
easat-1530	310	12	after	after	ADP
easat-1530	310	13	-	-	PUNCT
easat-1530	310	14	votesfor	votesfor	NOUN
easat-1530	310	15	-	-	PUNCT
easat-1530	310	16	brexit	brexit	NOUN
easat-1530	310	17	-	-	PUNCT
easat-1530	310	18	and	and	CCONJ
easat-1530	310	19	-	-	PUNCT
easat-1530	310	20	trump	trump	NOUN
easat-1530	310	21	[	[	X
easat-1530	310	22	5	5	NUM
easat-1530	310	23	]	]	PUNCT
easat-1530	310	24	p.	p.	NOUN
easat-1530	310	25	widyastuti	widyastuti	NOUN
easat-1530	310	26	and	and	CCONJ
easat-1530	310	27	a.	a.	NOUN
easat-1530	310	28	nurwahyuni	nurwahyuni	PROPN
easat-1530	310	29	,	,	PUNCT
easat-1530	310	30	“	"	PUNCT
easat-1530	310	31	systematic	systematic	ADJ
easat-1530	310	32	review	review	NOUN
easat-1530	310	33	:	:	PUNCT
easat-1530	310	34	penilaian	penilaian	PROPN
easat-1530	310	35	efisiensi	efisiensi	PROPN
easat-1530	310	36	rumah	rumah	PROPN
easat-1530	310	37	sakit	sakit	PROPN
easat-1530	310	38	dengan	dengan	PROPN
easat-1530	310	39	metode	metode	PROPN
easat-1530	310	40	data	data	PROPN
easat-1530	310	41	envelopment	envelopment	ADJ
easat-1530	310	42	analysis	analysis	NOUN
easat-1530	310	43	(	(	PUNCT
easat-1530	310	44	dea	dea	NOUN
easat-1530	310	45	)	)	PUNCT
easat-1530	310	46	,	,	PUNCT
easat-1530	310	47	”	"	PUNCT
easat-1530	310	48	jurnal	jurnal	PROPN
easat-1530	310	49	ilmu	ilmu	PROPN
easat-1530	310	50	kesehatan	kesehatan	PROPN
easat-1530	310	51	masyarakat	masyarakat	PROPN
easat-1530	310	52	,	,	PUNCT
easat-1530	310	53	vol	vol	NOUN
easat-1530	310	54	.	.	PROPN
easat-1530	310	55	10	10	NUM
easat-1530	310	56	,	,	PUNCT
easat-1530	310	57	no	no	INTJ
easat-1530	310	58	.	.	NOUN
easat-1530	310	59	04	04	NUM
easat-1530	310	60	,	,	PUNCT
easat-1530	310	61	pp	pp	ADJ
easat-1530	310	62	.	.	PUNCT
easat-1530	311	1	258–268	258–268	NUM
easat-1530	311	2	,	,	PUNCT
easat-1530	311	3	2021	2021	NUM
easat-1530	311	4	.	.	PUNCT
easat-1530	312	1	[	[	X
easat-1530	312	2	6	6	NUM
easat-1530	312	3	]	]	X
easat-1530	312	4	d.	d.	PROPN
easat-1530	312	5	kahneman	kahneman	PROPN
easat-1530	312	6	,	,	PUNCT
easat-1530	312	7	“	"	PUNCT
easat-1530	312	8	thinking	think	VERB
easat-1530	312	9	fast	fast	ADV
easat-1530	312	10	and	and	CCONJ
easat-1530	312	11	slow	slow	ADJ
easat-1530	312	12	,	,	PUNCT
easat-1530	312	13	”	"	PUNCT
easat-1530	312	14	farrar	farrar	NOUN
easat-1530	312	15	,	,	PUNCT
easat-1530	312	16	strauss	strauss	PROPN
easat-1530	312	17	and	and	CCONJ
easat-1530	312	18	giroux	giroux	NOUN
easat-1530	312	19	,	,	PUNCT
easat-1530	312	20	2011	2011	NUM
easat-1530	312	21	.	.	PUNCT
easat-1530	313	1	[	[	X
easat-1530	313	2	7	7	X
easat-1530	313	3	]	]	X
easat-1530	313	4	d.	d.	PROPN
easat-1530	313	5	kahneman	kahneman	PROPN
easat-1530	313	6	and	and	CCONJ
easat-1530	313	7	a.	a.	NOUN
easat-1530	313	8	tversky	tversky	NOUN
easat-1530	313	9	,	,	PUNCT
easat-1530	313	10	“	"	PUNCT
easat-1530	313	11	prospect	prospect	NOUN
easat-1530	313	12	theory	theory	NOUN
easat-1530	313	13	:	:	PUNCT
easat-1530	313	14	an	an	DET
easat-1530	313	15	analysis	analysis	NOUN
easat-1530	313	16	of	of	ADP
easat-1530	313	17	decision	decision	NOUN
easat-1530	313	18	under	under	ADP
easat-1530	313	19	risk	risk	NOUN
easat-1530	313	20	,	,	PUNCT
easat-1530	313	21	”	"	PUNCT
easat-1530	313	22	in	in	ADP
easat-1530	313	23	handbook	handbook	NOUN
easat-1530	313	24	of	of	ADP
easat-1530	313	25	the	the	DET
easat-1530	313	26	fundamentals	fundamental	NOUN
easat-1530	313	27	of	of	ADP
easat-1530	313	28	financial	financial	ADJ
easat-1530	313	29	decision	decision	NOUN
easat-1530	313	30	making	making	NOUN
easat-1530	313	31	:	:	PUNCT
easat-1530	313	32	part	part	NOUN
easat-1530	313	33	i	i	NOUN
easat-1530	313	34	,	,	PUNCT
easat-1530	313	35	world	world	NOUN
easat-1530	313	36	scientific	scientific	ADJ
easat-1530	313	37	,	,	PUNCT
easat-1530	313	38	2013	2013	NUM
easat-1530	313	39	,	,	PUNCT
easat-1530	313	40	pp	pp	ADJ
easat-1530	313	41	.	.	PUNCT
easat-1530	314	1	99–127	99–127	NOUN
easat-1530	314	2	.	.	PUNCT
easat-1530	315	1	[	[	X
easat-1530	315	2	8	8	NUM
easat-1530	315	3	]	]	X
easat-1530	315	4	f.	f.	PROPN
easat-1530	315	5	k.	k.	PROPN
easat-1530	315	6	imron	imron	PROPN
easat-1530	315	7	,	,	PUNCT
easat-1530	315	8	y.	y.	PROPN
easat-1530	315	9	kornitasari	kornitasari	PROPN
easat-1530	315	10	,	,	PUNCT
easat-1530	315	11	and	and	CCONJ
easat-1530	315	12	w.	w.	PROPN
easat-1530	315	13	hasyim	hasyim	PROPN
easat-1530	315	14	,	,	PUNCT
easat-1530	315	15	“	"	PUNCT
easat-1530	315	16	an	an	DET
easat-1530	315	17	identification	identification	NOUN
easat-1530	315	18	on	on	ADP
easat-1530	315	19	the	the	DET
easat-1530	315	20	role	role	NOUN
easat-1530	315	21	of	of	ADP
easat-1530	315	22	behavioral	behavioral	ADJ
easat-1530	315	23	finance	finance	NOUN
easat-1530	315	24	in	in	ADP
easat-1530	315	25	invesment	invesment	NOUN
easat-1530	315	26	(	(	PUNCT
easat-1530	315	27	a	a	DET
easat-1530	315	28	case	case	NOUN
easat-1530	315	29	study	study	NOUN
easat-1530	315	30	at	at	ADP
easat-1530	315	31	pandawa	pandawa	PROPN
easat-1530	315	32	cooperative	cooperative	PROPN
easat-1530	315	33	)	)	PUNCT
easat-1530	315	34	,	,	PUNCT
easat-1530	315	35	”	"	PUNCT
easat-1530	315	36	bisnis	bisnis	PROPN
easat-1530	315	37	:	:	PUNCT
easat-1530	315	38	jurnal	jurnal	ADJ
easat-1530	315	39	bisnis	bisnis	PROPN
easat-1530	315	40	dan	dan	PROPN
easat-1530	315	41	manajemen	manajemen	PROPN
easat-1530	315	42	islam	islam	PROPN
easat-1530	315	43	,	,	PUNCT
easat-1530	315	44	vol	vol	NOUN
easat-1530	315	45	.	.	PROPN
easat-1530	315	46	8	8	NUM
easat-1530	315	47	,	,	PUNCT
easat-1530	315	48	no	no	INTJ
easat-1530	315	49	.	.	NOUN
easat-1530	315	50	2	2	NUM
easat-1530	315	51	,	,	PUNCT
easat-1530	315	52	pp	pp	ADJ
easat-1530	315	53	.	.	PUNCT
easat-1530	316	1	273–288	273–288	NUM
easat-1530	316	2	,	,	PUNCT
easat-1530	316	3	2020	2020	NUM
easat-1530	316	4	.	.	PUNCT
easat-1530	317	1	[	[	X
easat-1530	317	2	9	9	NUM
easat-1530	317	3	]	]	X
easat-1530	317	4	o.	o.	PROPN
easat-1530	317	5	andersson	andersson	PROPN
easat-1530	317	6	,	,	PUNCT
easat-1530	317	7	h.	h.	PROPN
easat-1530	317	8	j.	j.	PROPN
easat-1530	317	9	holm	holm	PROPN
easat-1530	317	10	,	,	PUNCT
easat-1530	317	11	j.-r	j.-r	PROPN
easat-1530	317	12	.	.	PUNCT
easat-1530	318	1	tyran	tyran	PROPN
easat-1530	318	2	,	,	PUNCT
easat-1530	318	3	and	and	CCONJ
easat-1530	318	4	e.	e.	PROPN
easat-1530	318	5	wengström	wengström	PROPN
easat-1530	318	6	,	,	PUNCT
easat-1530	318	7	“	"	PUNCT
easat-1530	318	8	risk	risk	NOUN
easat-1530	318	9	aversion	aversion	NOUN
easat-1530	318	10	relates	relate	VERB
easat-1530	318	11	to	to	ADP
easat-1530	318	12	cognitive	cognitive	ADJ
easat-1530	318	13	ability	ability	NOUN
easat-1530	318	14	:	:	PUNCT
easat-1530	318	15	preferences	preference	NOUN
easat-1530	318	16	or	or	CCONJ
easat-1530	318	17	noise	noise	NOUN
easat-1530	318	18	?	?	PUNCT
easat-1530	318	19	,	,	PUNCT
easat-1530	318	20	”	"	PUNCT
easat-1530	318	21	j	j	PROPN
easat-1530	318	22	eur	eur	PROPN
easat-1530	318	23	econ	econ	PROPN
easat-1530	318	24	assoc	assoc	PROPN
easat-1530	318	25	,	,	PUNCT
easat-1530	318	26	vol	vol	NOUN
easat-1530	318	27	.	.	PROPN
easat-1530	318	28	14	14	NUM
easat-1530	318	29	,	,	PUNCT
easat-1530	318	30	no	no	INTJ
easat-1530	318	31	.	.	NOUN
easat-1530	318	32	5	5	NUM
easat-1530	318	33	,	,	PUNCT
easat-1530	318	34	pp	pp	ADJ
easat-1530	318	35	.	.	PUNCT
easat-1530	319	1	1129–1154	1129–1154	NUM
easat-1530	319	2	,	,	PUNCT
easat-1530	319	3	2016	2016	NUM
easat-1530	319	4	,	,	PUNCT
easat-1530	319	5	accessed	access	VERB
easat-1530	319	6	:	:	PUNCT
easat-1530	319	7	sep	sep	PROPN
easat-1530	319	8	.	.	PROPN
easat-1530	319	9	01	01	NUM
easat-1530	319	10	,	,	PUNCT
easat-1530	319	11	2022	2022	NUM
easat-1530	319	12	.	.	PUNCT
easat-1530	320	1	[	[	X
easat-1530	320	2	online	online	X
easat-1530	320	3	]	]	X
easat-1530	320	4	.	.	PUNCT
easat-1530	321	1	available	available	ADJ
easat-1530	321	2	:	:	PUNCT
easat-1530	322	1	https://www.pajak.com/komunitas/opini/trend-fomo-investasi-di-kalangan-anak-muda/	https://www.pajak.com/komunitas/opini/trend-fomo-investasi-di-kalangan-anak-muda/	NOUN
easat-1530	322	2	[	[	X
easat-1530	322	3	10	10	NUM
easat-1530	322	4	]	]	X
easat-1530	322	5	b.	b.	PROPN
easat-1530	322	6	gillen	gillen	PROPN
easat-1530	322	7	,	,	PUNCT
easat-1530	322	8	e.	e.	PROPN
easat-1530	322	9	snowberg	snowberg	PROPN
easat-1530	322	10	,	,	PUNCT
easat-1530	322	11	and	and	CCONJ
easat-1530	322	12	l.	l.	PROPN
easat-1530	322	13	yariv	yariv	PROPN
easat-1530	322	14	,	,	PUNCT
easat-1530	322	15	“	"	PUNCT
easat-1530	322	16	experimenting	experiment	VERB
easat-1530	322	17	with	with	ADP
easat-1530	322	18	measurement	measurement	NOUN
easat-1530	322	19	error	error	NOUN
easat-1530	322	20	:	:	PUNCT
easat-1530	322	21	techniques	technique	NOUN
easat-1530	322	22	with	with	ADP
easat-1530	322	23	applications	application	NOUN
easat-1530	322	24	to	to	ADP
easat-1530	322	25	the	the	DET
easat-1530	322	26	caltech	caltech	PROPN
easat-1530	322	27	cohort	cohort	PROPN
easat-1530	322	28	study	study	NOUN
easat-1530	322	29	,	,	PUNCT
easat-1530	322	30	”	"	PUNCT
easat-1530	322	31	journal	journal	NOUN
easat-1530	322	32	of	of	ADP
easat-1530	322	33	political	political	ADJ
easat-1530	322	34	economy	economy	NOUN
easat-1530	322	35	,	,	PUNCT
easat-1530	322	36	vol	vol	NOUN
easat-1530	322	37	.	.	PUNCT
easat-1530	323	1	127	127	NUM
easat-1530	323	2	,	,	PUNCT
easat-1530	323	3	no	no	INTJ
easat-1530	323	4	.	.	NOUN
easat-1530	323	5	4	4	NUM
easat-1530	323	6	,	,	PUNCT
easat-1530	323	7	pp	pp	ADJ
easat-1530	323	8	.	.	PUNCT
easat-1530	323	9	1826–1863	1826–1863	NUM
easat-1530	323	10	,	,	PUNCT
easat-1530	323	11	2019	2019	NUM
easat-1530	323	12	.	.	PUNCT
easat-1530	324	1	[	[	X
easat-1530	324	2	11	11	NUM
easat-1530	324	3	]	]	X
easat-1530	324	4	f.	f.	PROPN
easat-1530	324	5	m.	m.	PROPN
easat-1530	324	6	vieider	vieider	NOUN
easat-1530	324	7	,	,	PUNCT
easat-1530	324	8	“	"	PUNCT
easat-1530	324	9	violence	violence	NOUN
easat-1530	324	10	and	and	CCONJ
easat-1530	324	11	risk	risk	NOUN
easat-1530	324	12	preference	preference	NOUN
easat-1530	324	13	:	:	PUNCT
easat-1530	324	14	experimental	experimental	ADJ
easat-1530	324	15	evidence	evidence	NOUN
easat-1530	324	16	from	from	ADP
easat-1530	324	17	afghanistan	afghanistan	PROPN
easat-1530	324	18	:	:	PUNCT
easat-1530	324	19	comment	comment	NOUN
easat-1530	324	20	,	,	PUNCT
easat-1530	324	21	”	"	PUNCT
easat-1530	324	22	american	american	PROPN
easat-1530	324	23	economic	economic	PROPN
easat-1530	324	24	review	review	PROPN
easat-1530	324	25	,	,	PUNCT
easat-1530	324	26	vol	vol	NOUN
easat-1530	324	27	.	.	PROPN
easat-1530	324	28	108	108	NUM
easat-1530	324	29	,	,	PUNCT
easat-1530	324	30	no	no	INTJ
easat-1530	324	31	.	.	NOUN
easat-1530	324	32	8	8	NUM
easat-1530	324	33	,	,	PUNCT
easat-1530	324	34	pp	pp	ADJ
easat-1530	324	35	.	.	PUNCT
easat-1530	325	1	2366–2382	2366–2382	NUM
easat-1530	325	2	,	,	PUNCT
easat-1530	325	3	2018	2018	NUM
easat-1530	325	4	.	.	PUNCT
easat-1530	326	1	[	[	X
easat-1530	326	2	12	12	NUM
easat-1530	326	3	]	]	PUNCT
easat-1530	326	4	k.	k.	PROPN
easat-1530	326	5	daniel	daniel	PROPN
easat-1530	326	6	and	and	CCONJ
easat-1530	326	7	d.	d.	PROPN
easat-1530	326	8	hirshleifer	hirshleifer	PROPN
easat-1530	326	9	,	,	PUNCT
easat-1530	326	10	“	"	PUNCT
easat-1530	326	11	overconfident	overconfident	ADJ
easat-1530	326	12	investors	investor	NOUN
easat-1530	326	13	,	,	PUNCT
easat-1530	326	14	predictable	predictable	ADJ
easat-1530	326	15	returns	return	NOUN
easat-1530	326	16	,	,	PUNCT
easat-1530	326	17	and	and	CCONJ
easat-1530	326	18	excessive	excessive	ADJ
easat-1530	326	19	trading	trading	NOUN
easat-1530	326	20	,	,	PUNCT
easat-1530	326	21	”	"	PUNCT
easat-1530	326	22	journal	journal	NOUN
easat-1530	326	23	of	of	ADP
easat-1530	326	24	economic	economic	ADJ
easat-1530	326	25	perspectives	perspective	NOUN
easat-1530	326	26	,	,	PUNCT
easat-1530	326	27	vol	vol	NOUN
easat-1530	326	28	.	.	PROPN
easat-1530	326	29	29	29	NUM
easat-1530	326	30	,	,	PUNCT
easat-1530	326	31	no	no	INTJ
easat-1530	326	32	.	.	NOUN
easat-1530	326	33	4	4	NUM
easat-1530	326	34	,	,	PUNCT
easat-1530	326	35	pp	pp	ADJ
easat-1530	326	36	.	.	PUNCT
easat-1530	327	1	61–88	61–88	NUM
easat-1530	327	2	,	,	PUNCT
easat-1530	327	3	2015	2015	NUM
easat-1530	327	4	.	.	PUNCT
easat-1530	328	1	[	[	X
easat-1530	328	2	13	13	NUM
easat-1530	328	3	]	]	PUNCT
easat-1530	328	4	i.	i.	PROPN
easat-1530	328	5	u.	u.	PROPN
easat-1530	328	6	chhapra	chhapra	PROPN
easat-1530	328	7	,	,	PUNCT
easat-1530	328	8	m.	m.	PROPN
easat-1530	328	9	kashif	kashif	PROPN
easat-1530	328	10	,	,	PUNCT
easat-1530	328	11	r.	r.	PROPN
easat-1530	328	12	rehan	rehan	PROPN
easat-1530	328	13	,	,	PUNCT
easat-1530	328	14	and	and	CCONJ
easat-1530	328	15	a.	a.	NOUN
easat-1530	328	16	bai	bai	PROPN
easat-1530	328	17	,	,	PUNCT
easat-1530	328	18	“	"	PUNCT
easat-1530	328	19	an	an	DET
easat-1530	328	20	empirical	empirical	ADJ
easat-1530	328	21	investigation	investigation	NOUN
easat-1530	328	22	of	of	ADP
easat-1530	328	23	investor	investor	NOUN
easat-1530	328	24	’s	’s	PART
easat-1530	328	25	behavioral	behavioral	ADJ
easat-1530	328	26	biases	bias	NOUN
easat-1530	328	27	on	on	ADP
easat-1530	328	28	financial	financial	ADJ
easat-1530	328	29	decision	decision	NOUN
easat-1530	328	30	making	making	NOUN
easat-1530	328	31	,	,	PUNCT
easat-1530	328	32	”	"	PUNCT
easat-1530	328	33	asian	asian	ADJ
easat-1530	328	34	journal	journal	NOUN
easat-1530	328	35	of	of	ADP
easat-1530	328	36	empirical	empirical	ADJ
easat-1530	328	37	research	research	NOUN
easat-1530	328	38	,	,	PUNCT
easat-1530	328	39	vol	vol	NOUN
easat-1530	328	40	.	.	PROPN
easat-1530	328	41	8	8	NUM
easat-1530	328	42	,	,	PUNCT
easat-1530	328	43	no	no	INTJ
easat-1530	328	44	.	.	NOUN
easat-1530	328	45	3	3	NUM
easat-1530	328	46	,	,	PUNCT
easat-1530	328	47	pp	pp	ADJ
easat-1530	328	48	.	.	PUNCT
easat-1530	329	1	99–109	99–109	NUM
easat-1530	329	2	,	,	PUNCT
easat-1530	329	3	2018	2018	NUM
easat-1530	329	4	.	.	PUNCT
easat-1530	330	1	[	[	X
easat-1530	330	2	14	14	NUM
easat-1530	330	3	]	]	X
easat-1530	330	4	t.	t.	NOUN
easat-1530	330	5	odean	odean	ADJ
easat-1530	330	6	,	,	PUNCT
easat-1530	330	7	“	"	PUNCT
easat-1530	330	8	volume	volume	NOUN
easat-1530	330	9	,	,	PUNCT
easat-1530	330	10	volatility	volatility	NOUN
easat-1530	330	11	,	,	PUNCT
easat-1530	330	12	price	price	NOUN
easat-1530	330	13	,	,	PUNCT
easat-1530	330	14	and	and	CCONJ
easat-1530	330	15	profit	profit	NOUN
easat-1530	330	16	when	when	SCONJ
easat-1530	330	17	all	all	DET
easat-1530	330	18	traders	trader	NOUN
easat-1530	330	19	are	be	AUX
easat-1530	330	20	above	above	ADP
easat-1530	330	21	average	average	ADJ
easat-1530	330	22	,	,	PUNCT
easat-1530	330	23	”	"	PUNCT
easat-1530	330	24	j	j	PROPN
easat-1530	330	25	finance	finance	NOUN
easat-1530	330	26	,	,	PUNCT
easat-1530	330	27	vol	vol	NOUN
easat-1530	330	28	.	.	PROPN
easat-1530	331	1	53	53	NUM
easat-1530	331	2	,	,	PUNCT
easat-1530	331	3	no	no	INTJ
easat-1530	331	4	.	.	NOUN
easat-1530	331	5	6	6	NUM
easat-1530	331	6	,	,	PUNCT
easat-1530	331	7	pp	pp	ADJ
easat-1530	331	8	.	.	PUNCT
easat-1530	332	1	1887	1887	NUM
easat-1530	332	2	–	–	PUNCT
easat-1530	332	3	1934	1934	NUM
easat-1530	332	4	,	,	PUNCT
easat-1530	332	5	1998	1998	NUM
easat-1530	332	6	.	.	PUNCT
easat-1530	333	1	[	[	X
easat-1530	333	2	15	15	NUM
easat-1530	333	3	]	]	X
easat-1530	333	4	h.	h.	PROPN
easat-1530	333	5	yanto	yanto	PROPN
easat-1530	333	6	,	,	PUNCT
easat-1530	333	7	n.	n.	PROPN
easat-1530	333	8	ismail	ismail	PROPN
easat-1530	333	9	,	,	PUNCT
easat-1530	333	10	k.	k.	PROPN
easat-1530	333	11	kiswanto	kiswanto	PROPN
easat-1530	333	12	,	,	PUNCT
easat-1530	333	13	n.	n.	PROPN
easat-1530	333	14	m.	m.	PROPN
easat-1530	333	15	rahim	rahim	PROPN
easat-1530	333	16	,	,	PUNCT
easat-1530	333	17	and	and	CCONJ
easat-1530	333	18	n.	n.	NOUN
easat-1530	333	19	baroroh	baroroh	NOUN
easat-1530	333	20	,	,	PUNCT
easat-1530	333	21	“	"	PUNCT
easat-1530	333	22	the	the	DET
easat-1530	333	23	roles	role	NOUN
easat-1530	333	24	of	of	ADP
easat-1530	333	25	peers	peer	NOUN
easat-1530	333	26	and	and	CCONJ
easat-1530	333	27	social	social	ADJ
easat-1530	333	28	media	medium	NOUN
easat-1530	333	29	in	in	ADP
easat-1530	333	30	building	build	VERB
easat-1530	333	31	financial	financial	ADJ
easat-1530	333	32	literacy	literacy	NOUN
easat-1530	333	33	among	among	ADP
easat-1530	333	34	the	the	DET
easat-1530	333	35	millennial	millennial	ADJ
easat-1530	333	36	generation	generation	NOUN
easat-1530	333	37	:	:	PUNCT
easat-1530	333	38	a	a	DET
easat-1530	333	39	case	case	NOUN
easat-1530	333	40	of	of	ADP
easat-1530	333	41	indonesian	indonesian	ADJ
easat-1530	333	42	economics	economic	NOUN
easat-1530	333	43	and	and	CCONJ
easat-1530	333	44	business	business	NOUN
easat-1530	333	45	students	student	NOUN
easat-1530	333	46	,	,	PUNCT
easat-1530	333	47	”	"	PUNCT
easat-1530	333	48	cogent	cogent	NOUN
easat-1530	333	49	soc	soc	PROPN
easat-1530	333	50	sci	sci	PROPN
easat-1530	333	51	,	,	PUNCT
easat-1530	333	52	vol	vol	NOUN
easat-1530	333	53	.	.	PROPN
easat-1530	333	54	7	7	NUM
easat-1530	333	55	,	,	PUNCT
easat-1530	333	56	no	no	INTJ
easat-1530	333	57	.	.	NOUN
easat-1530	333	58	1	1	NUM
easat-1530	333	59	,	,	PUNCT
easat-1530	333	60	p.	p.	NOUN
easat-1530	333	61	1947579	1947579	NUM
easat-1530	333	62	,	,	PUNCT
easat-1530	333	63	2021	2021	NUM
easat-1530	333	64	.	.	PUNCT
easat-1530	334	1	[	[	X
easat-1530	334	2	16	16	NUM
easat-1530	334	3	]	]	X
easat-1530	334	4	s.	s.	PROPN
easat-1530	334	5	lyons	lyons	PROPN
easat-1530	334	6	and	and	CCONJ
easat-1530	334	7	l.	l.	PROPN
easat-1530	334	8	kuron	kuron	PROPN
easat-1530	334	9	,	,	PUNCT
easat-1530	334	10	“	"	PUNCT
easat-1530	334	11	generational	generational	ADJ
easat-1530	334	12	differences	difference	NOUN
easat-1530	334	13	in	in	ADP
easat-1530	334	14	the	the	DET
easat-1530	334	15	workplace	workplace	NOUN
easat-1530	334	16	:	:	PUNCT
easat-1530	334	17	a	a	DET
easat-1530	334	18	review	review	NOUN
easat-1530	334	19	of	of	ADP
easat-1530	334	20	the	the	DET
easat-1530	334	21	evidence	evidence	NOUN
easat-1530	334	22	and	and	CCONJ
easat-1530	334	23	directions	direction	NOUN
easat-1530	334	24	for	for	ADP
easat-1530	334	25	future	future	ADJ
easat-1530	334	26	research	research	NOUN
easat-1530	334	27	,	,	PUNCT
easat-1530	334	28	”	"	PUNCT
easat-1530	334	29	j	j	PROPN
easat-1530	334	30	organ	organ	NOUN
easat-1530	334	31	behav	behav	NOUN
easat-1530	334	32	,	,	PUNCT
easat-1530	334	33	vol	vol	NOUN
easat-1530	334	34	.	.	PROPN
easat-1530	334	35	35	35	NUM
easat-1530	334	36	,	,	PUNCT
easat-1530	334	37	no	no	INTJ
easat-1530	334	38	.	.	PUNCT
easat-1530	334	39	s1	s1	NOUN
easat-1530	334	40	,	,	PUNCT
easat-1530	334	41	pp	pp	ADJ
easat-1530	334	42	.	.	PUNCT
easat-1530	335	1	s139	s139	PROPN
easat-1530	335	2	–	–	PUNCT
easat-1530	335	3	s157	s157	PROPN
easat-1530	335	4	,	,	PUNCT
easat-1530	335	5	2014	2014	NUM
easat-1530	335	6	.	.	PUNCT
easat-1530	336	1	[	[	X
easat-1530	336	2	17	17	NUM
easat-1530	336	3	]	]	X
easat-1530	336	4	b.	b.	PROPN
easat-1530	336	5	walsh	walsh	PROPN
easat-1530	336	6	and	and	CCONJ
easat-1530	336	7	h.	h.	PROPN
easat-1530	336	8	lim	lim	PROPN
easat-1530	336	9	,	,	PUNCT
easat-1530	336	10	“	"	PUNCT
easat-1530	336	11	millennials	millennial	NOUN
easat-1530	336	12	’	'	PUNCT
easat-1530	336	13	adoption	adoption	NOUN
easat-1530	336	14	of	of	ADP
easat-1530	336	15	personal	personal	ADJ
easat-1530	336	16	financial	financial	ADJ
easat-1530	336	17	management	management	NOUN
easat-1530	336	18	(	(	PUNCT
easat-1530	336	19	pfm	pfm	NOUN
easat-1530	336	20	)	)	PUNCT
easat-1530	336	21	technology	technology	NOUN
easat-1530	336	22	and	and	CCONJ
easat-1530	336	23	financial	financial	ADJ
easat-1530	336	24	behavior	behavior	NOUN
easat-1530	336	25	,	,	PUNCT
easat-1530	336	26	”	"	PUNCT
easat-1530	336	27	financial	financial	ADJ
easat-1530	336	28	planning	planning	NOUN
easat-1530	336	29	review	review	NOUN
easat-1530	336	30	,	,	PUNCT
easat-1530	336	31	vol	vol	NOUN
easat-1530	336	32	.	.	PROPN
easat-1530	337	1	3	3	NUM
easat-1530	337	2	,	,	PUNCT
easat-1530	337	3	no	no	INTJ
easat-1530	337	4	.	.	NOUN
easat-1530	337	5	3	3	NUM
easat-1530	337	6	,	,	PUNCT
easat-1530	337	7	p.	p.	NOUN
easat-1530	337	8	e1095	e1095	NOUN
easat-1530	337	9	,	,	PUNCT
easat-1530	337	10	2020	2020	NUM
easat-1530	337	11	.	.	PUNCT
easat-1530	338	1	[	[	X
easat-1530	338	2	18	18	NUM
easat-1530	338	3	]	]	PUNCT
easat-1530	338	4	z.	z.	PROPN
easat-1530	338	5	dickason	dickason	PROPN
easat-1530	338	6	and	and	CCONJ
easat-1530	338	7	s.	s.	PROPN
easat-1530	338	8	ferreira	ferreira	PROPN
easat-1530	338	9	,	,	PUNCT
easat-1530	338	10	“	"	PUNCT
easat-1530	338	11	establishing	establish	VERB
easat-1530	338	12	a	a	DET
easat-1530	338	13	link	link	NOUN
easat-1530	338	14	between	between	ADP
easat-1530	338	15	risk	risk	NOUN
easat-1530	338	16	tolerance	tolerance	NOUN
easat-1530	338	17	,	,	PUNCT
easat-1530	338	18	investor	investor	NOUN
easat-1530	338	19	personality	personality	NOUN
easat-1530	338	20	and	and	CCONJ
easat-1530	338	21	behavioural	behavioural	ADJ
easat-1530	338	22	finance	finance	NOUN
easat-1530	338	23	in	in	ADP
easat-1530	338	24	south	south	PROPN
easat-1530	338	25	africa	africa	PROPN
easat-1530	338	26	,	,	PUNCT
easat-1530	338	27	”	"	PUNCT
easat-1530	338	28	cogent	cogent	NOUN
easat-1530	338	29	economics	economic	NOUN
easat-1530	338	30	&	&	CCONJ
easat-1530	338	31	finance	finance	PROPN
easat-1530	338	32	,	,	PUNCT
easat-1530	338	33	vol	vol	NOUN
easat-1530	338	34	.	.	PROPN
easat-1530	338	35	6	6	NUM
easat-1530	338	36	,	,	PUNCT
easat-1530	338	37	no	no	INTJ
easat-1530	338	38	.	.	NOUN
easat-1530	338	39	1	1	NUM
easat-1530	338	40	,	,	PUNCT
easat-1530	338	41	p.	p.	NOUN
easat-1530	338	42	1519898	1519898	NUM
easat-1530	338	43	,	,	PUNCT
easat-1530	338	44	2018	2018	NUM
easat-1530	338	45	.	.	PUNCT
easat-1530	339	1	[	[	X
easat-1530	339	2	19	19	NUM
easat-1530	339	3	]	]	PUNCT
easat-1530	339	4	m.	m.	NOUN
easat-1530	339	5	g.	g.	PROPN
easat-1530	339	6	pollitt	pollitt	PROPN
easat-1530	339	7	and	and	CCONJ
easat-1530	339	8	i.	i.	PROPN
easat-1530	339	9	shaorshadze	shaorshadze	PROPN
easat-1530	339	10	,	,	PUNCT
easat-1530	339	11	“	"	PUNCT
easat-1530	339	12	the	the	DET
easat-1530	339	13	role	role	NOUN
easat-1530	339	14	of	of	ADP
easat-1530	339	15	behavioural	behavioural	ADJ
easat-1530	339	16	economics	economic	NOUN
easat-1530	339	17	in	in	ADP
easat-1530	339	18	energy	energy	NOUN
easat-1530	339	19	and	and	CCONJ
easat-1530	339	20	climate	climate	NOUN
easat-1530	339	21	policy	policy	NOUN
easat-1530	339	22	,	,	PUNCT
easat-1530	339	23	”	"	PUNCT
easat-1530	339	24	in	in	ADP
easat-1530	339	25	handbook	handbook	NOUN
easat-1530	339	26	on	on	ADP
easat-1530	339	27	energy	energy	NOUN
easat-1530	339	28	and	and	CCONJ
easat-1530	339	29	climate	climate	NOUN
easat-1530	339	30	change	change	NOUN
easat-1530	339	31	,	,	PUNCT
easat-1530	339	32	edward	edward	PROPN
easat-1530	339	33	elgar	elgar	PROPN
easat-1530	339	34	publishing	publishing	PROPN
easat-1530	339	35	,	,	PUNCT
easat-1530	339	36	2013	2013	NUM
easat-1530	339	37	,	,	PUNCT
easat-1530	339	38	pp	pp	ADJ
easat-1530	339	39	.	.	PUNCT
easat-1530	340	1	523–546	523–546	NUM
easat-1530	340	2	.	.	PUNCT
easat-1530	341	1	[	[	X
easat-1530	341	2	20	20	NUM
easat-1530	341	3	]	]	PUNCT
easat-1530	341	4	l.	l.	PROPN
easat-1530	341	5	j.	j.	PROPN
easat-1530	341	6	servon	servon	PROPN
easat-1530	341	7	and	and	CCONJ
easat-1530	341	8	r.	r.	PROPN
easat-1530	341	9	kaestner	kaestner	PROPN
easat-1530	341	10	,	,	PUNCT
easat-1530	341	11	“	"	PUNCT
easat-1530	341	12	consumer	consumer	NOUN
easat-1530	341	13	financial	financial	ADJ
easat-1530	341	14	literacy	literacy	NOUN
easat-1530	341	15	and	and	CCONJ
easat-1530	341	16	the	the	DET
easat-1530	341	17	impact	impact	NOUN
easat-1530	341	18	of	of	ADP
easat-1530	341	19	online	online	ADJ
easat-1530	341	20	banking	banking	NOUN
easat-1530	341	21	on	on	ADP
easat-1530	341	22	the	the	DET
easat-1530	341	23	financial	financial	ADJ
easat-1530	341	24	behavior	behavior	NOUN
easat-1530	341	25	of	of	ADP
easat-1530	341	26	lower‐income	lower‐income	PROPN
easat-1530	341	27	bank	bank	NOUN
easat-1530	341	28	customers	customer	NOUN
easat-1530	341	29	,	,	PUNCT
easat-1530	341	30	”	"	PUNCT
easat-1530	341	31	journal	journal	NOUN
easat-1530	341	32	of	of	ADP
easat-1530	341	33	consumer	consumer	NOUN
easat-1530	341	34	affairs	affair	NOUN
easat-1530	341	35	,	,	PUNCT
easat-1530	341	36	vol	vol	NOUN
easat-1530	341	37	.	.	PROPN
easat-1530	342	1	42	42	NUM
easat-1530	342	2	,	,	PUNCT
easat-1530	342	3	no	no	INTJ
easat-1530	342	4	.	.	NOUN
easat-1530	342	5	2	2	NUM
easat-1530	342	6	,	,	PUNCT
easat-1530	342	7	pp	pp	ADJ
easat-1530	342	8	.	.	PUNCT
easat-1530	343	1	271–305	271–305	NUM
easat-1530	343	2	,	,	PUNCT
easat-1530	343	3	2008	2008	NUM
easat-1530	343	4	.	.	PUNCT
easat-1530	344	1	[	[	X
easat-1530	344	2	21	21	NUM
easat-1530	344	3	]	]	X
easat-1530	344	4	e.	e.	PROPN
easat-1530	344	5	pikulina	pikulina	PROPN
easat-1530	344	6	,	,	PUNCT
easat-1530	344	7	l.	l.	PROPN
easat-1530	344	8	renneboog	renneboog	PROPN
easat-1530	344	9	,	,	PUNCT
easat-1530	344	10	and	and	CCONJ
easat-1530	344	11	p.	p.	PROPN
easat-1530	344	12	n.	n.	NOUN
easat-1530	344	13	tobler	tobler	NOUN
easat-1530	344	14	,	,	PUNCT
easat-1530	344	15	“	"	PUNCT
easat-1530	344	16	overconfidence	overconfidence	NOUN
easat-1530	344	17	and	and	CCONJ
easat-1530	344	18	investment	investment	NOUN
easat-1530	344	19	:	:	PUNCT
easat-1530	344	20	an	an	DET
easat-1530	344	21	experimental	experimental	ADJ
easat-1530	344	22	approach	approach	NOUN
easat-1530	344	23	,	,	PUNCT
easat-1530	344	24	”	"	PUNCT
easat-1530	344	25	journal	journal	NOUN
easat-1530	344	26	of	of	ADP
easat-1530	344	27	corporate	corporate	ADJ
easat-1530	344	28	finance	finance	NOUN
easat-1530	344	29	,	,	PUNCT
easat-1530	344	30	vol	vol	NOUN
easat-1530	344	31	.	.	PROPN
easat-1530	344	32	43	43	NUM
easat-1530	344	33	,	,	PUNCT
easat-1530	344	34	pp	pp	ADJ
easat-1530	344	35	.	.	PUNCT
easat-1530	345	1	175–192	175–192	NUM
easat-1530	345	2	,	,	PUNCT
easat-1530	345	3	2017	2017	NUM
easat-1530	345	4	.	.	PUNCT
easat-1530	346	1	[	[	X
easat-1530	346	2	22	22	NUM
easat-1530	346	3	]	]	PUNCT
easat-1530	346	4	c.	c.	NOUN
easat-1530	346	5	trejos	trejos	PROPN
easat-1530	346	6	,	,	PUNCT
easat-1530	346	7	a.	a.	PROPN
easat-1530	346	8	van	van	PROPN
easat-1530	346	9	deemen	deemen	PROPN
easat-1530	346	10	,	,	PUNCT
easat-1530	346	11	y.	y.	PROPN
easat-1530	346	12	e.	e.	PROPN
easat-1530	346	13	rodríguez	rodríguez	PROPN
easat-1530	346	14	,	,	PUNCT
easat-1530	346	15	and	and	CCONJ
easat-1530	346	16	j.	j.	PROPN
easat-1530	346	17	m.	m.	PROPN
easat-1530	346	18	gomez	gomez	PROPN
easat-1530	346	19	,	,	PUNCT
easat-1530	346	20	“	"	PUNCT
easat-1530	346	21	overconfidence	overconfidence	NOUN
easat-1530	346	22	and	and	CCONJ
easat-1530	346	23	disposition	disposition	NOUN
easat-1530	346	24	effect	effect	NOUN
easat-1530	346	25	in	in	ADP
easat-1530	346	26	the	the	DET
easat-1530	346	27	stock	stock	NOUN
easat-1530	346	28	market	market	NOUN
easat-1530	346	29	:	:	PUNCT
easat-1530	346	30	a	a	DET
easat-1530	346	31	micro	micro	ADJ
easat-1530	346	32	world	world	NOUN
easat-1530	346	33	based	base	VERB
easat-1530	346	34	setting	setting	NOUN
easat-1530	346	35	,	,	PUNCT
easat-1530	346	36	”	"	PUNCT
easat-1530	346	37	j	j	PROPN
easat-1530	346	38	behav	behav	PROPN
easat-1530	346	39	exp	exp	NOUN
easat-1530	346	40	finance	finance	NOUN
easat-1530	346	41	,	,	PUNCT
easat-1530	346	42	vol	vol	NOUN
easat-1530	346	43	.	.	PROPN
easat-1530	346	44	21	21	NUM
easat-1530	346	45	,	,	PUNCT
easat-1530	346	46	pp	pp	ADJ
easat-1530	346	47	.	.	PUNCT
easat-1530	347	1	61–69	61–69	NUM
easat-1530	347	2	,	,	PUNCT
easat-1530	347	3	2019	2019	NUM
easat-1530	347	4	.	.	PUNCT
easat-1530	348	1	[	[	X
easat-1530	348	2	23	23	NUM
easat-1530	348	3	]	]	PUNCT
easat-1530	348	4	h.	h.	PROPN
easat-1530	348	5	k.	k.	PROPN
easat-1530	348	6	baker	baker	PROPN
easat-1530	348	7	and	and	CCONJ
easat-1530	348	8	v.	v.	ADP
easat-1530	348	9	ricciardi	ricciardi	NOUN
easat-1530	348	10	,	,	PUNCT
easat-1530	348	11	“	"	PUNCT
easat-1530	348	12	how	how	SCONJ
easat-1530	348	13	biases	bias	NOUN
easat-1530	348	14	affect	affect	VERB
easat-1530	348	15	investor	investor	NOUN
easat-1530	348	16	behaviour	behaviour	NOUN
easat-1530	348	17	,	,	PUNCT
easat-1530	348	18	”	"	PUNCT
easat-1530	348	19	the	the	DET
easat-1530	348	20	european	european	PROPN
easat-1530	348	21	financial	financial	PROPN
easat-1530	348	22	review	review	PROPN
easat-1530	348	23	,	,	PUNCT
easat-1530	348	24	pp	pp	ADP
easat-1530	348	25	.	.	PUNCT
easat-1530	349	1	7–10	7–10	NUM
easat-1530	349	2	,	,	PUNCT
easat-1530	349	3	2014	2014	NUM
easat-1530	349	4	.	.	PUNCT
easat-1530	350	1	[	[	X
easat-1530	350	2	24	24	NUM
easat-1530	350	3	]	]	X
easat-1530	350	4	d.	d.	NOUN
easat-1530	350	5	herlianto	herlianto	NOUN
easat-1530	350	6	,	,	PUNCT
easat-1530	350	7	“	"	PUNCT
easat-1530	350	8	manajemen	manajeman	NOUN
easat-1530	350	9	investasiplus	investasiplus	NOUN
easat-1530	350	10	jurus	jurus	PROPN
easat-1530	350	11	mendeteksi	mendeteksi	PROPN
easat-1530	350	12	investasi	investasi	PROPN
easat-1530	350	13	bodong	bodong	NOUN
easat-1530	350	14	,	,	PUNCT
easat-1530	350	15	”	"	PUNCT
easat-1530	350	16	2013	2013	NUM
easat-1530	350	17	,	,	PUNCT
easat-1530	350	18	gosyen	gosyen	NOUN
easat-1530	350	19	publishing	publishing	NOUN
easat-1530	350	20	.	.	PUNCT
easat-1530	351	1	[	[	X
easat-1530	351	2	25	25	NUM
easat-1530	351	3	]	]	X
easat-1530	351	4	r.	r.	NOUN
easat-1530	351	5	trivers	triver	NOUN
easat-1530	351	6	,	,	PUNCT
easat-1530	351	7	deceit	deceit	NOUN
easat-1530	351	8	and	and	CCONJ
easat-1530	351	9	self	self	NOUN
easat-1530	351	10	-	-	PUNCT
easat-1530	351	11	deception	deception	NOUN
easat-1530	351	12	,	,	PUNCT
easat-1530	351	13	r.	r.	PROPN
easat-1530	351	14	robinson	robinson	PROPN
easat-1530	351	15	,	,	PUNCT
easat-1530	351	16	&	&	CCONJ
easat-1530	351	17	l.	l.	PROPN
easat-1530	351	18	tiger	tiger	PROPN
easat-1530	351	19	(	(	PUNCT
easat-1530	351	20	eds	ed	NOUN
easat-1530	351	21	.	.	PUNCT
easat-1530	351	22	)	)	PUNCT
easat-1530	351	23	,	,	PUNCT
easat-1530	351	24	man	man	NOUN
easat-1530	351	25	and	and	CCONJ
easat-1530	351	26	beast	beast	NOUN
easat-1530	351	27	revisited	revisit	VERB
easat-1530	351	28	.	.	PUNCT
easat-1530	352	1	washington	washington	PROPN
easat-1530	352	2	,	,	PUNCT
easat-1530	352	3	dc	dc	PROPN
easat-1530	352	4	:	:	PUNCT
easat-1530	352	5	smithsonian	smithsonian	PROPN
easat-1530	352	6	,	,	PUNCT
easat-1530	352	7	1991	1991	NUM
easat-1530	352	8	.	.	PUNCT
easat-1530	353	1	[	[	X
easat-1530	353	2	26	26	NUM
easat-1530	353	3	]	]	X
easat-1530	353	4	b.	b.	PROPN
easat-1530	353	5	m.	m.	PROPN
easat-1530	353	6	barber	barber	PROPN
easat-1530	353	7	and	and	CCONJ
easat-1530	353	8	t.	t.	PROPN
easat-1530	353	9	odean	odean	PROPN
easat-1530	353	10	,	,	PUNCT
easat-1530	353	11	“	"	PUNCT
easat-1530	353	12	boys	boy	NOUN
easat-1530	353	13	will	will	AUX
easat-1530	353	14	be	be	AUX
easat-1530	353	15	boys	boy	NOUN
easat-1530	353	16	:	:	PUNCT
easat-1530	353	17	gender	gender	NOUN
easat-1530	353	18	,	,	PUNCT
easat-1530	353	19	overconfidence	overconfidence	NOUN
easat-1530	353	20	,	,	PUNCT
easat-1530	353	21	and	and	CCONJ
easat-1530	353	22	common	common	ADJ
easat-1530	353	23	stock	stock	NOUN
easat-1530	353	24	investment	investment	NOUN
easat-1530	353	25	,	,	PUNCT
easat-1530	353	26	”	"	PUNCT
easat-1530	353	27	q	q	PROPN
easat-1530	353	28	j	j	PROPN
easat-1530	353	29	econ	econ	PROPN
easat-1530	353	30	,	,	PUNCT
easat-1530	353	31	vol	vol	NOUN
easat-1530	353	32	.	.	PROPN
easat-1530	354	1	116	116	NUM
easat-1530	354	2	,	,	PUNCT
easat-1530	354	3	no	no	INTJ
easat-1530	354	4	.	.	NOUN
easat-1530	354	5	1	1	NUM
easat-1530	354	6	,	,	PUNCT
easat-1530	354	7	pp	pp	ADJ
easat-1530	354	8	.	.	PUNCT
easat-1530	355	1	261–292	261–292	NUM
easat-1530	355	2	,	,	PUNCT
easat-1530	355	3	2001	2001	NUM
easat-1530	355	4	.	.	PUNCT
easat-1530	356	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-1530	356	2	1597	1597	NUM
easat-1530	356	3	edelweiss	edelweiss	PROPN
easat-1530	356	4	applied	apply	VERB
easat-1530	356	5	science	science	NOUN
easat-1530	356	6	and	and	CCONJ
easat-1530	356	7	technology	technology	NOUN
easat-1530	356	8	issn	issn	PROPN
easat-1530	356	9	:	:	PUNCT
easat-1530	356	10	2576	2576	NUM
easat-1530	356	11	-	-	SYM
easat-1530	356	12	8484	8484	NUM
easat-1530	356	13	vol	vol	NOUN
easat-1530	356	14	.	.	PROPN
easat-1530	356	15	8	8	NUM
easat-1530	356	16	,	,	PUNCT
easat-1530	356	17	no	no	INTJ
easat-1530	356	18	.	.	NOUN
easat-1530	356	19	4	4	NUM
easat-1530	356	20	:	:	PUNCT
easat-1530	356	21	1586	1586	NUM
easat-1530	356	22	-	-	SYM
easat-1530	356	23	1597	1597	NUM
easat-1530	356	24	,	,	PUNCT
easat-1530	356	25	2024	2024	NUM
easat-1530	356	26	doi	doi	NOUN
easat-1530	356	27	:	:	PUNCT
easat-1530	356	28	10.55214/25768484.v8i4.1530	10.55214/25768484.v8i4.1530	NUM
easat-1530	356	29	©	©	ADP
easat-1530	356	30	2024	2024	NUM
easat-1530	356	31	by	by	ADP
easat-1530	356	32	the	the	DET
easat-1530	356	33	authors	author	NOUN
easat-1530	356	34	;	;	PUNCT
easat-1530	356	35	licensee	licensee	PROPN
easat-1530	356	36	learning	learning	NOUN
easat-1530	356	37	gate	gate	NOUN
easat-1530	357	1	[	[	X
easat-1530	357	2	27	27	NUM
easat-1530	357	3	]	]	X
easat-1530	357	4	d.	d.	PROPN
easat-1530	357	5	a.	a.	PROPN
easat-1530	357	6	wulandari	wulandari	PROPN
easat-1530	357	7	and	and	CCONJ
easat-1530	357	8	r.	r.	PROPN
easat-1530	357	9	iramani	iramani	PROPN
easat-1530	357	10	,	,	PUNCT
easat-1530	357	11	“	"	PUNCT
easat-1530	357	12	studi	studi	PROPN
easat-1530	357	13	experienced	experience	VERB
easat-1530	357	14	regret	regret	PROPN
easat-1530	357	15	,	,	PUNCT
easat-1530	357	16	risk	risk	NOUN
easat-1530	357	17	tolerance	tolerance	NOUN
easat-1530	357	18	,	,	PUNCT
easat-1530	357	19	overconfidance	overconfidance	NOUN
easat-1530	357	20	dan	dan	PROPN
easat-1530	357	21	risk	risk	PROPN
easat-1530	357	22	perception	perception	NOUN
easat-1530	357	23	pada	pada	PROPN
easat-1530	357	24	pengambilan	pengambilan	PROPN
easat-1530	357	25	keputusan	keputusan	PROPN
easat-1530	357	26	investasi	investasi	PROPN
easat-1530	357	27	,	,	PUNCT
easat-1530	357	28	”	"	PUNCT
easat-1530	357	29	journal	journal	NOUN
easat-1530	357	30	of	of	ADP
easat-1530	357	31	business	business	PROPN
easat-1530	357	32	&	&	CCONJ
easat-1530	357	33	banking	banking	PROPN
easat-1530	357	34	,	,	PUNCT
easat-1530	357	35	vol	vol	NOUN
easat-1530	357	36	.	.	PROPN
easat-1530	358	1	4	4	NUM
easat-1530	358	2	,	,	PUNCT
easat-1530	358	3	no	no	INTJ
easat-1530	358	4	.	.	NOUN
easat-1530	358	5	1	1	NUM
easat-1530	358	6	,	,	PUNCT
easat-1530	358	7	pp	pp	ADJ
easat-1530	358	8	.	.	PUNCT
easat-1530	359	1	55–66	55–66	NUM
easat-1530	359	2	,	,	PUNCT
easat-1530	359	3	2014	2014	NUM
easat-1530	359	4	.	.	PUNCT
easat-1530	360	1	[	[	X
easat-1530	360	2	28	28	NUM
easat-1530	360	3	]	]	X
easat-1530	360	4	w.	w.	PROPN
easat-1530	360	5	k.	k.	PROPN
easat-1530	360	6	campbell	campbell	PROPN
easat-1530	360	7	,	,	PUNCT
easat-1530	360	8	a.	a.	PROPN
easat-1530	360	9	s.	s.	PROPN
easat-1530	360	10	goodie	goodie	PROPN
easat-1530	360	11	,	,	PUNCT
easat-1530	360	12	and	and	CCONJ
easat-1530	360	13	j.	j.	PROPN
easat-1530	360	14	d.	d.	PROPN
easat-1530	360	15	foster	foster	PROPN
easat-1530	360	16	,	,	PUNCT
easat-1530	360	17	“	"	PUNCT
easat-1530	360	18	narcissism	narcissism	NOUN
easat-1530	360	19	,	,	PUNCT
easat-1530	360	20	confidence	confidence	NOUN
easat-1530	360	21	,	,	PUNCT
easat-1530	360	22	and	and	CCONJ
easat-1530	360	23	risk	risk	NOUN
easat-1530	360	24	attitude	attitude	NOUN
easat-1530	360	25	,	,	PUNCT
easat-1530	360	26	”	"	PUNCT
easat-1530	360	27	j	j	PROPN
easat-1530	360	28	behav	behav	PROPN
easat-1530	360	29	decis	decis	PROPN
easat-1530	360	30	mak	mak	PROPN
easat-1530	360	31	,	,	PUNCT
easat-1530	360	32	vol	vol	NOUN
easat-1530	360	33	.	.	PROPN
easat-1530	360	34	17	17	NUM
easat-1530	360	35	,	,	PUNCT
easat-1530	360	36	no	no	INTJ
easat-1530	360	37	.	.	NOUN
easat-1530	360	38	4	4	NUM
easat-1530	360	39	,	,	PUNCT
easat-1530	360	40	pp	pp	ADJ
easat-1530	360	41	.	.	PUNCT
easat-1530	361	1	297–311	297–311	NUM
easat-1530	361	2	,	,	PUNCT
easat-1530	361	3	2004	2004	NUM
easat-1530	361	4	.	.	PUNCT
easat-1530	362	1	[	[	X
easat-1530	362	2	29	29	NUM
easat-1530	362	3	]	]	X
easat-1530	362	4	m.	m.	NOUN
easat-1530	362	5	usman	usman	PROPN
easat-1530	362	6	and	and	CCONJ
easat-1530	362	7	n.	n.	PROPN
easat-1530	362	8	hammar	hammar	PROPN
easat-1530	362	9	,	,	PUNCT
easat-1530	362	10	“	"	PUNCT
easat-1530	362	11	dynamic	dynamic	ADJ
easat-1530	362	12	relationship	relationship	NOUN
easat-1530	362	13	between	between	ADP
easat-1530	362	14	technological	technological	ADJ
easat-1530	362	15	innovations	innovation	NOUN
easat-1530	362	16	,	,	PUNCT
easat-1530	362	17	financial	financial	ADJ
easat-1530	362	18	development	development	NOUN
easat-1530	362	19	,	,	PUNCT
easat-1530	362	20	renewable	renewable	ADJ
easat-1530	362	21	energy	energy	NOUN
easat-1530	362	22	,	,	PUNCT
easat-1530	362	23	and	and	CCONJ
easat-1530	362	24	ecological	ecological	ADJ
easat-1530	362	25	footprint	footprint	NOUN
easat-1530	362	26	:	:	PUNCT
easat-1530	362	27	fresh	fresh	ADJ
easat-1530	362	28	insights	insight	NOUN
easat-1530	362	29	based	base	VERB
easat-1530	362	30	on	on	ADP
easat-1530	362	31	the	the	DET
easat-1530	362	32	stirpat	stirpat	NOUN
easat-1530	362	33	model	model	NOUN
easat-1530	362	34	for	for	ADP
easat-1530	362	35	asia	asia	PROPN
easat-1530	362	36	pacific	pacific	PROPN
easat-1530	362	37	economic	economic	PROPN
easat-1530	362	38	cooperation	cooperation	NOUN
easat-1530	362	39	countries	country	NOUN
easat-1530	362	40	,	,	PUNCT
easat-1530	362	41	”	"	PUNCT
easat-1530	362	42	environmental	environmental	ADJ
easat-1530	362	43	science	science	NOUN
easat-1530	362	44	and	and	CCONJ
easat-1530	362	45	pollution	pollution	NOUN
easat-1530	362	46	research	research	NOUN
easat-1530	362	47	,	,	PUNCT
easat-1530	362	48	vol	vol	NOUN
easat-1530	362	49	.	.	PROPN
easat-1530	362	50	28	28	NUM
easat-1530	362	51	,	,	PUNCT
easat-1530	362	52	no	no	INTJ
easat-1530	362	53	.	.	NOUN
easat-1530	362	54	12	12	NUM
easat-1530	362	55	,	,	PUNCT
easat-1530	362	56	pp	pp	ADJ
easat-1530	362	57	.	.	PUNCT
easat-1530	363	1	15519–15536	15519–15536	NOUN
easat-1530	363	2	,	,	PUNCT
easat-1530	363	3	2021	2021	NUM
easat-1530	363	4	.	.	PUNCT
easat-1530	364	1	[	[	X
easat-1530	364	2	30	30	NUM
easat-1530	364	3	]	]	X
easat-1530	364	4	n.	n.	PROPN
easat-1530	364	5	magnuson	magnuson	PROPN
easat-1530	364	6	,	,	PUNCT
easat-1530	364	7	“	"	PUNCT
easat-1530	364	8	the	the	DET
easat-1530	364	9	role	role	NOUN
easat-1530	364	10	of	of	ADP
easat-1530	364	11	expectations	expectation	NOUN
easat-1530	364	12	in	in	ADP
easat-1530	364	13	value	value	NOUN
easat-1530	364	14	and	and	CCONJ
easat-1530	364	15	glamour	glamour	NOUN
easat-1530	364	16	stock	stock	NOUN
easat-1530	364	17	returns	return	NOUN
easat-1530	364	18	,	,	PUNCT
easat-1530	364	19	”	"	PUNCT
easat-1530	364	20	journal	journal	NOUN
easat-1530	364	21	of	of	ADP
easat-1530	364	22	behavioral	behavioral	ADJ
easat-1530	364	23	finance	finance	NOUN
easat-1530	364	24	,	,	PUNCT
easat-1530	364	25	vol	vol	NOUN
easat-1530	364	26	.	.	PROPN
easat-1530	364	27	12	12	NUM
easat-1530	364	28	,	,	PUNCT
easat-1530	364	29	no	no	INTJ
easat-1530	364	30	.	.	NOUN
easat-1530	364	31	2	2	NUM
easat-1530	364	32	,	,	PUNCT
easat-1530	364	33	pp	pp	ADJ
easat-1530	364	34	.	.	PUNCT
easat-1530	365	1	98–115	98–115	PROPN
easat-1530	365	2	,	,	PUNCT
easat-1530	365	3	2011	2011	NUM
easat-1530	365	4	.	.	PUNCT
easat-1530	366	1	[	[	X
easat-1530	366	2	31	31	NUM
easat-1530	366	3	]	]	PUNCT
easat-1530	366	4	m.	m.	NOUN
easat-1530	366	5	sari	sari	NOUN
easat-1530	366	6	and	and	CCONJ
easat-1530	366	7	n.	n.	PROPN
easat-1530	366	8	nugraha	nugraha	PROPN
easat-1530	366	9	,	,	PUNCT
easat-1530	366	10	“	"	PUNCT
easat-1530	366	11	cognitive	cognitive	ADJ
easat-1530	366	12	bias	bias	NOUN
easat-1530	366	13	and	and	CCONJ
easat-1530	366	14	risk	risk	NOUN
easat-1530	366	15	preferences	preference	NOUN
easat-1530	366	16	analysis	analysis	NOUN
easat-1530	366	17	of	of	ADP
easat-1530	366	18	ponzi	ponzi	NOUN
easat-1530	366	19	scheme	scheme	NOUN
easat-1530	366	20	investors	investor	NOUN
easat-1530	366	21	,	,	PUNCT
easat-1530	366	22	”	"	PUNCT
easat-1530	366	23	in	in	ADP
easat-1530	366	24	2016	2016	NUM
easat-1530	366	25	global	global	ADJ
easat-1530	366	26	conference	conference	NOUN
easat-1530	366	27	on	on	ADP
easat-1530	366	28	business	business	NOUN
easat-1530	366	29	,	,	PUNCT
easat-1530	366	30	management	management	NOUN
easat-1530	366	31	and	and	CCONJ
easat-1530	366	32	entrepreneurship	entrepreneurship	NOUN
easat-1530	366	33	,	,	PUNCT
easat-1530	366	34	atlantis	atlantis	PROPN
easat-1530	366	35	press	press	NOUN
easat-1530	366	36	,	,	PUNCT
easat-1530	366	37	2016	2016	NUM
easat-1530	366	38	,	,	PUNCT
easat-1530	366	39	pp	pp	ADJ
easat-1530	366	40	.	.	PUNCT
easat-1530	367	1	134–137	134–137	NUM
easat-1530	367	2	.	.	PUNCT
easat-1530	368	1	[	[	X
easat-1530	368	2	32	32	NUM
easat-1530	368	3	]	]	PUNCT
easat-1530	368	4	c.	c.	PROPN
easat-1530	368	5	t.	t.	PROPN
easat-1530	368	6	barry	barry	PROPN
easat-1530	368	7	and	and	CCONJ
easat-1530	368	8	m.	m.	PROPN
easat-1530	368	9	y.	y.	PROPN
easat-1530	368	10	wong	wong	PROPN
easat-1530	368	11	,	,	PUNCT
easat-1530	368	12	“	"	PUNCT
easat-1530	368	13	fear	fear	NOUN
easat-1530	368	14	of	of	ADP
easat-1530	368	15	missing	miss	VERB
easat-1530	368	16	out	out	ADP
easat-1530	368	17	(	(	PUNCT
easat-1530	368	18	fomo	fomo	NOUN
easat-1530	368	19	):	):	PUNCT
easat-1530	368	20	a	a	DET
easat-1530	368	21	generational	generational	ADJ
easat-1530	368	22	phenomenon	phenomenon	NOUN
easat-1530	368	23	or	or	CCONJ
easat-1530	368	24	an	an	DET
easat-1530	368	25	individual	individual	ADJ
easat-1530	368	26	difference	difference	NOUN
easat-1530	368	27	?	?	PUNCT
easat-1530	368	28	,	,	PUNCT
easat-1530	368	29	”	"	PUNCT
easat-1530	368	30	j	j	PROPN
easat-1530	368	31	soc	soc	PROPN
easat-1530	368	32	pers	per	VERB
easat-1530	368	33	relat	relat	VERB
easat-1530	368	34	,	,	PUNCT
easat-1530	368	35	vol	vol	NOUN
easat-1530	368	36	.	.	PROPN
easat-1530	369	1	37	37	NUM
easat-1530	369	2	,	,	PUNCT
easat-1530	369	3	no	no	INTJ
easat-1530	369	4	.	.	NOUN
easat-1530	369	5	12	12	NUM
easat-1530	369	6	,	,	PUNCT
easat-1530	369	7	pp	pp	ADJ
easat-1530	369	8	.	.	PUNCT
easat-1530	370	1	2952–2966	2952–2966	NUM
easat-1530	370	2	,	,	PUNCT
easat-1530	370	3	2020	2020	NUM
easat-1530	370	4	.	.	PUNCT
easat-1530	371	1	[	[	X
easat-1530	371	2	33	33	NUM
easat-1530	371	3	]	]	PUNCT
easat-1530	371	4	s.	s.	PROPN
easat-1530	371	5	m.	m.	PROPN
easat-1530	371	6	noble	noble	PROPN
easat-1530	371	7	and	and	CCONJ
easat-1530	371	8	c.	c.	PROPN
easat-1530	371	9	d.	d.	PROPN
easat-1530	371	10	schewe	schewe	PROPN
easat-1530	371	11	,	,	PUNCT
easat-1530	371	12	“	"	PUNCT
easat-1530	371	13	cohort	cohort	NOUN
easat-1530	371	14	segmentation	segmentation	NOUN
easat-1530	371	15	:	:	PUNCT
easat-1530	371	16	an	an	DET
easat-1530	371	17	exploration	exploration	NOUN
easat-1530	371	18	of	of	ADP
easat-1530	371	19	its	its	PRON
easat-1530	371	20	validity	validity	NOUN
easat-1530	371	21	,	,	PUNCT
easat-1530	371	22	”	"	PUNCT
easat-1530	371	23	j	j	PROPN
easat-1530	371	24	bus	bus	NOUN
easat-1530	371	25	res	re	NOUN
easat-1530	371	26	,	,	PUNCT
easat-1530	371	27	vol	vol	NOUN
easat-1530	371	28	.	.	PROPN
easat-1530	372	1	56	56	NUM
easat-1530	372	2	,	,	PUNCT
easat-1530	372	3	no	no	INTJ
easat-1530	372	4	.	.	NOUN
easat-1530	372	5	12	12	NUM
easat-1530	372	6	,	,	PUNCT
easat-1530	372	7	pp	pp	ADJ
easat-1530	372	8	.	.	PUNCT
easat-1530	373	1	979–987	979–987	NUM
easat-1530	373	2	,	,	PUNCT
easat-1530	373	3	2003	2003	NUM
easat-1530	373	4	.	.	PUNCT
easat-1530	374	1	[	[	X
easat-1530	374	2	34	34	NUM
easat-1530	374	3	]	]	X
easat-1530	374	4	j.	j.	PROPN
easat-1530	374	5	r.	r.	PROPN
easat-1530	374	6	situmorang	situmorang	PROPN
easat-1530	374	7	,	,	PUNCT
easat-1530	374	8	“	"	PUNCT
easat-1530	374	9	pemanfaatan	pemanfaatan	ADJ
easat-1530	374	10	internet	internet	NOUN
easat-1530	374	11	sebagai	sebagai	PROPN
easat-1530	374	12	new	new	ADJ
easat-1530	374	13	media	medium	NOUN
easat-1530	374	14	dalam	dalam	PROPN
easat-1530	374	15	bidang	bidang	PROPN
easat-1530	374	16	politik	politik	PROPN
easat-1530	374	17	,	,	PUNCT
easat-1530	374	18	bisnis	bisnis	PROPN
easat-1530	374	19	,	,	PUNCT
easat-1530	374	20	pendidikan	pendidikan	PROPN
easat-1530	374	21	dan	dan	PROPN
easat-1530	374	22	sosial	sosial	PROPN
easat-1530	374	23	budaya	budaya	PROPN
easat-1530	374	24	,	,	PUNCT
easat-1530	374	25	”	"	PUNCT
easat-1530	374	26	jurnal	jurnal	ADJ
easat-1530	374	27	administrasi	administrasi	NOUN
easat-1530	374	28	bisnis	bisnis	PROPN
easat-1530	374	29	,	,	PUNCT
easat-1530	374	30	vol	vol	NOUN
easat-1530	374	31	.	.	PROPN
easat-1530	374	32	8	8	NUM
easat-1530	374	33	,	,	PUNCT
easat-1530	374	34	no	no	INTJ
easat-1530	374	35	.	.	NOUN
easat-1530	374	36	1	1	NUM
easat-1530	374	37	,	,	PUNCT
easat-1530	374	38	2012	2012	NUM
easat-1530	374	39	.	.	PUNCT
easat-1530	375	1	[	[	X
easat-1530	375	2	35	35	NUM
easat-1530	375	3	]	]	PUNCT
easat-1530	375	4	b.	b.	PROPN
easat-1530	376	1	p.	p.	PROPN
easat-1530	376	2	kushwaha	kushwaha	PROPN
easat-1530	376	3	,	,	PUNCT
easat-1530	376	4	r.	r.	PROPN
easat-1530	376	5	k.	k.	PROPN
easat-1530	376	6	singh	singh	PROPN
easat-1530	376	7	,	,	PUNCT
easat-1530	376	8	n.	n.	PROPN
easat-1530	376	9	varghese	varghese	PROPN
easat-1530	376	10	,	,	PUNCT
easat-1530	376	11	and	and	CCONJ
easat-1530	377	1	v.	v.	ADP
easat-1530	377	2	n.	n.	PROPN
easat-1530	377	3	singh	singh	PROPN
easat-1530	377	4	,	,	PUNCT
easat-1530	377	5	“	"	PUNCT
easat-1530	377	6	integrating	integrate	VERB
easat-1530	377	7	social	social	ADJ
easat-1530	377	8	media	medium	NOUN
easat-1530	377	9	and	and	CCONJ
easat-1530	377	10	digital	digital	ADJ
easat-1530	377	11	media	medium	NOUN
easat-1530	377	12	as	as	ADP
easat-1530	377	13	new	new	ADJ
easat-1530	377	14	elements	element	NOUN
easat-1530	377	15	of	of	ADP
easat-1530	377	16	integrated	integrate	VERB
easat-1530	377	17	marketing	marketing	NOUN
easat-1530	377	18	communication	communication	NOUN
easat-1530	377	19	for	for	ADP
easat-1530	377	20	creating	create	VERB
easat-1530	377	21	brand	brand	NOUN
easat-1530	377	22	equity	equity	NOUN
easat-1530	377	23	,	,	PUNCT
easat-1530	377	24	”	"	PUNCT
easat-1530	377	25	journal	journal	NOUN
easat-1530	377	26	of	of	ADP
easat-1530	377	27	content	content	NOUN
easat-1530	377	28	,	,	PUNCT
easat-1530	377	29	community	community	NOUN
easat-1530	377	30	&	&	CCONJ
easat-1530	377	31	communication	communication	NOUN
easat-1530	377	32	,	,	PUNCT
easat-1530	377	33	vol	vol	NOUN
easat-1530	377	34	.	.	PROPN
easat-1530	378	1	11	11	NUM
easat-1530	378	2	,	,	PUNCT
easat-1530	378	3	no	no	INTJ
easat-1530	378	4	.	.	NOUN
easat-1530	378	5	6	6	NUM
easat-1530	378	6	,	,	PUNCT
easat-1530	378	7	pp	pp	ADJ
easat-1530	378	8	.	.	PUNCT
easat-1530	379	1	52–64	52–64	NUM
easat-1530	379	2	,	,	PUNCT
easat-1530	379	3	2020	2020	NUM
easat-1530	379	4	.	.	PUNCT
easat-1530	380	1	[	[	X
easat-1530	380	2	36	36	NUM
easat-1530	380	3	]	]	X
easat-1530	380	4	h.	h.	PROPN
easat-1530	380	5	assael	assael	PROPN
easat-1530	380	6	,	,	PUNCT
easat-1530	380	7	manajemen	manajeman	NOUN
easat-1530	380	8	pemasaran	pemasaran	NOUN
easat-1530	380	9	.	.	PUNCT
easat-1530	381	1	yogyakarta	yogyakarta	PROPN
easat-1530	381	2	:	:	PUNCT
easat-1530	381	3	bpfe	bpfe	ADJ
easat-1530	381	4	,	,	PUNCT
easat-1530	381	5	2011	2011	NUM
easat-1530	381	6	.	.	PUNCT
easat-1530	382	1	[	[	X
easat-1530	382	2	37	37	NUM
easat-1530	382	3	]	]	PUNCT
easat-1530	382	4	m.	m.	NOUN
easat-1530	382	5	virigineni	virigineni	NOUN
easat-1530	382	6	and	and	CCONJ
easat-1530	382	7	m.	m.	PROPN
easat-1530	382	8	b.	b.	PROPN
easat-1530	382	9	rao	rao	PROPN
easat-1530	382	10	,	,	PUNCT
easat-1530	382	11	“	"	PUNCT
easat-1530	382	12	contemporary	contemporary	ADJ
easat-1530	382	13	developments	development	NOUN
easat-1530	382	14	in	in	ADP
easat-1530	382	15	behavioural	behavioural	ADJ
easat-1530	382	16	finance	finance	NOUN
easat-1530	382	17	,	,	PUNCT
easat-1530	382	18	”	"	PUNCT
easat-1530	382	19	international	international	ADJ
easat-1530	382	20	journal	journal	NOUN
easat-1530	382	21	of	of	ADP
easat-1530	382	22	economics	economic	NOUN
easat-1530	382	23	and	and	CCONJ
easat-1530	382	24	financial	financial	ADJ
easat-1530	382	25	issues	issue	NOUN
easat-1530	382	26	,	,	PUNCT
easat-1530	382	27	vol	vol	NOUN
easat-1530	382	28	.	.	PROPN
easat-1530	382	29	7	7	NUM
easat-1530	382	30	,	,	PUNCT
easat-1530	382	31	no	no	INTJ
easat-1530	382	32	.	.	NOUN
easat-1530	382	33	1	1	NUM
easat-1530	382	34	,	,	PUNCT
easat-1530	382	35	pp	pp	ADJ
easat-1530	382	36	.	.	PUNCT
easat-1530	383	1	448–459	448–459	NUM
easat-1530	383	2	,	,	PUNCT
easat-1530	383	3	2017	2017	NUM
easat-1530	383	4	.	.	PUNCT
easat-1530	384	1	[	[	X
easat-1530	384	2	38	38	NUM
easat-1530	384	3	]	]	X
easat-1530	384	4	n.	n.	PROPN
easat-1530	384	5	k.	k.	PROPN
easat-1530	384	6	putri	putri	PROPN
easat-1530	384	7	,	,	PUNCT
easat-1530	384	8	s.	s.	PROPN
easat-1530	384	9	a.	a.	PROPN
easat-1530	384	10	mumtazah	mumtazah	PROPN
easat-1530	384	11	,	,	PUNCT
easat-1530	384	12	and	and	CCONJ
easat-1530	384	13	e.	e.	PROPN
easat-1530	384	14	agustin	agustin	PROPN
easat-1530	384	15	,	,	PUNCT
easat-1530	384	16	“	"	PUNCT
easat-1530	384	17	the	the	DET
easat-1530	384	18	influence	influence	NOUN
easat-1530	384	19	of	of	ADP
easat-1530	384	20	social	social	ADJ
easat-1530	384	21	media	medium	NOUN
easat-1530	384	22	on	on	ADP
easat-1530	384	23	flexing	flex	VERB
easat-1530	384	24	culture	culture	NOUN
easat-1530	384	25	phenomenon	phenomenon	NOUN
easat-1530	384	26	in	in	ADP
easat-1530	384	27	indonesian	indonesian	ADJ
easat-1530	384	28	society	society	NOUN
easat-1530	384	29	,	,	PUNCT
easat-1530	384	30	”	"	PUNCT
easat-1530	384	31	prosiding	proside	VERB
easat-1530	384	32	konferensi	konferensi	PROPN
easat-1530	384	33	ilmiah	ilmiah	PROPN
easat-1530	384	34	pendidikan	pendidikan	PROPN
easat-1530	384	35	,	,	PUNCT
easat-1530	384	36	vol	vol	NOUN
easat-1530	384	37	.	.	PROPN
easat-1530	385	1	3	3	NUM
easat-1530	385	2	,	,	PUNCT
easat-1530	385	3	pp	pp	ADJ
easat-1530	385	4	.	.	PUNCT
easat-1530	386	1	603–610	603–610	NUM
easat-1530	386	2	,	,	PUNCT
easat-1530	386	3	2022	2022	NUM
easat-1530	386	4	.	.	PUNCT
easat-1530	387	1	[	[	X
easat-1530	387	2	39	39	NUM
easat-1530	387	3	]	]	PUNCT
easat-1530	387	4	m.	m.	NOUN
easat-1530	387	5	a.	a.	PROPN
easat-1530	387	6	khan	khan	PROPN
easat-1530	387	7	,	,	PUNCT
easat-1530	387	8	f.	f.	PROPN
easat-1530	387	9	b.	b.	PROPN
easat-1530	387	10	ismail	ismail	PROPN
easat-1530	387	11	,	,	PUNCT
easat-1530	387	12	a.	a.	NOUN
easat-1530	387	13	hussain	hussain	PROPN
easat-1530	387	14	,	,	PUNCT
easat-1530	387	15	and	and	CCONJ
easat-1530	387	16	b.	b.	PROPN
easat-1530	387	17	alghazali	alghazali	PROPN
easat-1530	387	18	,	,	PUNCT
easat-1530	387	19	“	"	PUNCT
easat-1530	387	20	the	the	DET
easat-1530	387	21	interplay	interplay	NOUN
easat-1530	387	22	of	of	ADP
easat-1530	387	23	leadership	leadership	NOUN
easat-1530	387	24	styles	style	NOUN
easat-1530	387	25	,	,	PUNCT
easat-1530	387	26	innovative	innovative	ADJ
easat-1530	387	27	work	work	NOUN
easat-1530	387	28	behavior	behavior	NOUN
easat-1530	387	29	,	,	PUNCT
easat-1530	387	30	organizational	organizational	ADJ
easat-1530	387	31	culture	culture	NOUN
easat-1530	387	32	,	,	PUNCT
easat-1530	387	33	and	and	CCONJ
easat-1530	387	34	organizational	organizational	ADJ
easat-1530	387	35	citizenship	citizenship	NOUN
easat-1530	387	36	behavior	behavior	NOUN
easat-1530	387	37	,	,	PUNCT
easat-1530	387	38	”	"	PUNCT
easat-1530	387	39	sage	sage	NOUN
easat-1530	387	40	open	open	ADJ
easat-1530	387	41	,	,	PUNCT
easat-1530	387	42	vol	vol	NOUN
easat-1530	387	43	.	.	PROPN
easat-1530	387	44	10	10	NUM
easat-1530	387	45	,	,	PUNCT
easat-1530	387	46	no	no	INTJ
easat-1530	387	47	.	.	NOUN
easat-1530	387	48	1	1	NUM
easat-1530	387	49	,	,	PUNCT
easat-1530	387	50	p.	p.	NOUN
easat-1530	387	51	2158244019898264	2158244019898264	NUM
easat-1530	387	52	,	,	PUNCT
easat-1530	387	53	2020	2020	NUM
easat-1530	387	54	.	.	PUNCT
easat-1530	388	1	[	[	X
easat-1530	388	2	40	40	NUM
easat-1530	388	3	]	]	PUNCT
easat-1530	388	4	m.	m.	NOUN
easat-1530	388	5	rahman	rahman	PROPN
easat-1530	388	6	and	and	CCONJ
easat-1530	388	7	s.	s.	PROPN
easat-1530	388	8	s.	s.	PROPN
easat-1530	388	9	gan	gan	PROPN
easat-1530	388	10	,	,	PUNCT
easat-1530	388	11	“	"	PUNCT
easat-1530	388	12	generation	generation	NOUN
easat-1530	388	13	y	y	PROPN
easat-1530	388	14	investment	investment	NOUN
easat-1530	388	15	decision	decision	NOUN
easat-1530	388	16	:	:	PUNCT
easat-1530	388	17	an	an	DET
easat-1530	388	18	analysis	analysis	NOUN
easat-1530	388	19	using	use	VERB
easat-1530	388	20	behavioural	behavioural	ADJ
easat-1530	388	21	factors	factor	NOUN
easat-1530	388	22	,	,	PUNCT
easat-1530	388	23	”	"	PUNCT
easat-1530	388	24	managerial	managerial	ADJ
easat-1530	388	25	finance	finance	NOUN
easat-1530	388	26	,	,	PUNCT
easat-1530	388	27	vol	vol	NOUN
easat-1530	388	28	.	.	PROPN
easat-1530	388	29	46	46	NUM
easat-1530	388	30	,	,	PUNCT
easat-1530	388	31	no	no	INTJ
easat-1530	388	32	.	.	NOUN
easat-1530	388	33	8	8	NUM
easat-1530	388	34	,	,	PUNCT
easat-1530	388	35	pp	pp	ADJ
easat-1530	388	36	.	.	PUNCT
easat-1530	389	1	1023–1041	1023–1041	NUM
easat-1530	389	2	,	,	PUNCT
easat-1530	389	3	2020	2020	NUM
easat-1530	389	4	.	.	PUNCT
easat-1530	390	1	[	[	X
easat-1530	390	2	41	41	NUM
easat-1530	390	3	]	]	X
easat-1530	390	4	r.	r.	PROPN
easat-1530	390	5	burnasheva	burnasheva	PROPN
easat-1530	390	6	and	and	CCONJ
easat-1530	390	7	y.	y.	PROPN
easat-1530	390	8	g.	g.	PROPN
easat-1530	390	9	suh	suh	PROPN
easat-1530	390	10	,	,	PUNCT
easat-1530	390	11	“	"	PUNCT
easat-1530	390	12	the	the	DET
easat-1530	390	13	influence	influence	NOUN
easat-1530	390	14	of	of	ADP
easat-1530	390	15	social	social	ADJ
easat-1530	390	16	media	medium	NOUN
easat-1530	390	17	usage	usage	NOUN
easat-1530	390	18	,	,	PUNCT
easat-1530	390	19	self	self	NOUN
easat-1530	390	20	-	-	PUNCT
easat-1530	390	21	image	image	NOUN
easat-1530	390	22	congruity	congruity	NOUN
easat-1530	390	23	and	and	CCONJ
easat-1530	390	24	self	self	NOUN
easat-1530	390	25	-	-	PUNCT
easat-1530	390	26	esteem	esteem	NOUN
easat-1530	390	27	on	on	ADP
easat-1530	390	28	conspicuous	conspicuous	ADJ
easat-1530	390	29	online	online	ADJ
easat-1530	390	30	consumption	consumption	NOUN
easat-1530	390	31	among	among	ADP
easat-1530	390	32	millennials	millennial	NOUN
easat-1530	390	33	,	,	PUNCT
easat-1530	390	34	”	"	PUNCT
easat-1530	390	35	asia	asia	PROPN
easat-1530	390	36	pacific	pacific	PROPN
easat-1530	390	37	journal	journal	PROPN
easat-1530	390	38	of	of	ADP
easat-1530	390	39	marketing	marketing	NOUN
easat-1530	390	40	and	and	CCONJ
easat-1530	390	41	logistics	logistic	NOUN
easat-1530	390	42	,	,	PUNCT
easat-1530	390	43	vol	vol	NOUN
easat-1530	390	44	.	.	PROPN
easat-1530	391	1	33	33	NUM
easat-1530	391	2	,	,	PUNCT
easat-1530	391	3	no	no	INTJ
easat-1530	391	4	.	.	NOUN
easat-1530	391	5	5	5	NUM
easat-1530	391	6	,	,	PUNCT
easat-1530	391	7	pp	pp	ADJ
easat-1530	391	8	.	.	PUNCT
easat-1530	392	1	1255–1269	1255–1269	NUM
easat-1530	392	2	,	,	PUNCT
easat-1530	392	3	2021	2021	NUM
easat-1530	392	4	.	.	PUNCT
easat-1530	393	1	[	[	X
easat-1530	393	2	42	42	NUM
easat-1530	393	3	]	]	X
easat-1530	393	4	y.	y.	PROPN
easat-1530	393	5	haji	haji	PROPN
easat-1530	393	6	-	-	PUNCT
easat-1530	393	7	othman	othman	PROPN
easat-1530	393	8	and	and	CCONJ
easat-1530	393	9	m.	m.	PROPN
easat-1530	393	10	s.	s.	PROPN
easat-1530	393	11	s.	s.	PROPN
easat-1530	393	12	yusuff	yusuff	PROPN
easat-1530	393	13	,	,	PUNCT
easat-1530	393	14	“	"	PUNCT
easat-1530	393	15	assessing	assess	VERB
easat-1530	393	16	reliability	reliability	NOUN
easat-1530	393	17	and	and	CCONJ
easat-1530	393	18	validity	validity	NOUN
easat-1530	393	19	of	of	ADP
easat-1530	393	20	attitude	attitude	NOUN
easat-1530	393	21	construct	construct	VERB
easat-1530	393	22	using	use	VERB
easat-1530	393	23	partial	partial	ADJ
easat-1530	393	24	least	least	ADJ
easat-1530	393	25	squares	square	NOUN
easat-1530	393	26	structural	structural	ADJ
easat-1530	393	27	equation	equation	NOUN
easat-1530	393	28	modeling	modeling	NOUN
easat-1530	393	29	,	,	PUNCT
easat-1530	393	30	”	"	PUNCT
easat-1530	393	31	int	int	PROPN
easat-1530	393	32	j	j	PROPN
easat-1530	393	33	acad	acad	PROPN
easat-1530	393	34	res	re	NOUN
easat-1530	393	35	bus	bus	NOUN
easat-1530	393	36	soc	soc	NOUN
easat-1530	393	37	sci	sci	PROPN
easat-1530	393	38	,	,	PUNCT
easat-1530	393	39	vol	vol	NOUN
easat-1530	393	40	.	.	PROPN
easat-1530	393	41	12	12	NUM
easat-1530	393	42	,	,	PUNCT
easat-1530	393	43	no	no	INTJ
easat-1530	393	44	.	.	NOUN
easat-1530	393	45	5	5	NUM
easat-1530	393	46	,	,	PUNCT
easat-1530	393	47	pp	pp	ADJ
easat-1530	393	48	.	.	PUNCT
easat-1530	394	1	378–385	378–385	NUM
easat-1530	394	2	,	,	PUNCT
easat-1530	394	3	2022	2022	NUM
easat-1530	394	4	.	.	PUNCT
easat-1530	395	1	[	[	X
easat-1530	395	2	43	43	NUM
easat-1530	395	3	]	]	X
easat-1530	395	4	d.	d.	PROPN
easat-1530	395	5	n.	n.	PROPN
easat-1530	395	6	gujarati	gujarati	PROPN
easat-1530	395	7	and	and	CCONJ
easat-1530	395	8	d.	d.	PROPN
easat-1530	395	9	c.	c.	PROPN
easat-1530	395	10	porter	porter	PROPN
easat-1530	395	11	,	,	PUNCT
easat-1530	395	12	“	"	PUNCT
easat-1530	395	13	dasar	dasar	VERB
easat-1530	395	14	-	-	PUNCT
easat-1530	395	15	dasar	dasar	VERB
easat-1530	395	16	ekonometrika	ekonometrika	NOUN
easat-1530	395	17	(	(	PUNCT
easat-1530	395	18	raden	raden	PROPN
easat-1530	395	19	carlos	carlos	PROPN
easat-1530	395	20	mangunsong	mangunsong	PROPN
easat-1530	395	21	,	,	PUNCT
easat-1530	395	22	penerjemah	penerjemah	PROPN
easat-1530	395	23	)	)	PUNCT
easat-1530	395	24	,	,	PUNCT
easat-1530	395	25	”	"	PUNCT
easat-1530	395	26	jalarta	jalarta	NOUN
easat-1530	395	27	:	:	PUNCT
easat-1530	395	28	salemba	salemba	NOUN
easat-1530	395	29	empat	empat	PROPN
easat-1530	395	30	,	,	PUNCT
easat-1530	395	31	2013	2013	NUM
easat-1530	395	32	.	.	PUNCT
easat-1530	396	1	[	[	X
easat-1530	396	2	44	44	NUM
easat-1530	396	3	]	]	PUNCT
easat-1530	396	4	umairoh	umairoh	PROPN
easat-1530	396	5	p.	p.	NOUN
easat-1530	396	6	,	,	PUNCT
easat-1530	396	7	“	"	PUNCT
easat-1530	396	8	cognitive	cognitive	ADJ
easat-1530	396	9	bias	bias	NOUN
easat-1530	396	10	dan	dan	PROPN
easat-1530	396	11	emotional	emotional	ADJ
easat-1530	396	12	bias	bias	NOUN
easat-1530	396	13	dalam	dalam	PROPN
easat-1530	396	14	pengambilan	pengambilan	NOUN
easat-1530	396	15	keputusan	keputusan	PROPN
easat-1530	396	16	investasi	investasi	PROPN
easat-1530	396	17	portofolio	portofolio	NOUN
easat-1530	396	18	,	,	PUNCT
easat-1530	396	19	”	"	PUNCT
easat-1530	396	20	doctoral	doctoral	ADJ
easat-1530	396	21	dissertation	dissertation	NOUN
easat-1530	396	22	,	,	PUNCT
easat-1530	396	23	uksw	uksw	ADJ
easat-1530	396	24	,	,	PUNCT
easat-1530	396	25	2013	2013	NUM
easat-1530	396	26	.	.	PUNCT
easat-1530	397	1	[	[	X
easat-1530	397	2	45	45	NUM
easat-1530	397	3	]	]	PUNCT
easat-1530	397	4	m.	m.	NOUN
easat-1530	397	5	meli	meli	NOUN
easat-1530	397	6	,	,	PUNCT
easat-1530	397	7	“	"	PUNCT
easat-1530	397	8	analisis	analisis	ADJ
easat-1530	397	9	pengaruh	pengaruh	NOUN
easat-1530	397	10	overconfidence	overconfidence	NOUN
easat-1530	397	11	,	,	PUNCT
easat-1530	397	12	conservatism	conservatism	NOUN
easat-1530	397	13	,	,	PUNCT
easat-1530	397	14	herding	herding	NOUN
easat-1530	397	15	effect	effect	NOUN
easat-1530	397	16	,	,	PUNCT
easat-1530	397	17	dan	dan	PROPN
easat-1530	397	18	availability	availability	PROPN
easat-1530	397	19	bias	bias	PROPN
easat-1530	397	20	terhadap	terhadap	PROPN
easat-1530	397	21	keputusan	keputusan	PROPN
easat-1530	397	22	berinvestasi	berinvestasi	PROPN
easat-1530	397	23	saham	saham	PROPN
easat-1530	397	24	di	di	X
easat-1530	397	25	bei	bei	PROPN
easat-1530	397	26	oleh	oleh	PROPN
easat-1530	397	27	investor	investor	NOUN
easat-1530	397	28	individu	individu	PROPN
easat-1530	397	29	di	di	PROPN
easat-1530	397	30	kota	kota	PROPN
easat-1530	397	31	batam	batam	PROPN
easat-1530	397	32	,	,	PUNCT
easat-1530	397	33	”	"	PUNCT
easat-1530	397	34	doctoral	doctoral	ADJ
easat-1530	397	35	dissertation	dissertation	NOUN
easat-1530	397	36	,	,	PUNCT
easat-1530	397	37	universitas	universita	NOUN
easat-1530	397	38	internasional	internasional	ADJ
easat-1530	397	39	batam	batam	NOUN
easat-1530	397	40	,	,	PUNCT
easat-1530	397	41	2019	2019	NUM
easat-1530	397	42	.	.	PUNCT
easat-1530	398	1	[	[	X
easat-1530	398	2	46	46	NUM
easat-1530	398	3	]	]	X
easat-1530	398	4	i.	i.	PROPN
easat-1530	398	5	ullah	ullah	PROPN
easat-1530	398	6	,	,	PUNCT
easat-1530	398	7	a.	a.	PROPN
easat-1530	398	8	ullah	ullah	PROPN
easat-1530	398	9	,	,	PUNCT
easat-1530	398	10	and	and	CCONJ
easat-1530	398	11	n.	n.	PROPN
easat-1530	398	12	u.	u.	PROPN
easat-1530	398	13	r.	r.	PROPN
easat-1530	398	14	rehman	rehman	PROPN
easat-1530	398	15	,	,	PUNCT
easat-1530	398	16	“	"	PUNCT
easat-1530	398	17	impact	impact	NOUN
easat-1530	398	18	of	of	ADP
easat-1530	398	19	overconfidence	overconfidence	NOUN
easat-1530	398	20	and	and	CCONJ
easat-1530	398	21	optimism	optimism	NOUN
easat-1530	398	22	on	on	ADP
easat-1530	398	23	investment	investment	NOUN
easat-1530	398	24	decision	decision	NOUN
easat-1530	398	25	,	,	PUNCT
easat-1530	398	26	”	"	PUNCT
easat-1530	398	27	international	international	ADJ
easat-1530	398	28	journal	journal	NOUN
easat-1530	398	29	of	of	ADP
easat-1530	398	30	information	information	NOUN
easat-1530	398	31	,	,	PUNCT
easat-1530	398	32	business	business	NOUN
easat-1530	398	33	and	and	CCONJ
easat-1530	398	34	management	management	NOUN
easat-1530	398	35	,	,	PUNCT
easat-1530	398	36	vol	vol	NOUN
easat-1530	398	37	.	.	PROPN
easat-1530	398	38	9	9	NUM
easat-1530	398	39	,	,	PUNCT
easat-1530	398	40	no	no	INTJ
easat-1530	398	41	.	.	NOUN
easat-1530	398	42	2	2	NUM
easat-1530	398	43	,	,	PUNCT
easat-1530	398	44	p.	p.	NOUN
easat-1530	398	45	231	231	NUM
easat-1530	398	46	,	,	PUNCT
easat-1530	398	47	2017	2017	NUM
easat-1530	398	48	.	.	PUNCT
easat-1530	399	1	[	[	X
easat-1530	399	2	47	47	NUM
easat-1530	399	3	]	]	X
easat-1530	399	4	usman	usman	PROPN
easat-1530	399	5	dn	dn	PROPN
easat-1530	399	6	,	,	PUNCT
easat-1530	399	7	“	"	PUNCT
easat-1530	399	8	pengaruh	pengaruh	NOUN
easat-1530	399	9	faktor	faktor	NOUN
easat-1530	399	10	-	-	PUNCT
easat-1530	399	11	faktor	faktor	NOUN
easat-1530	399	12	psikologis	psikologis	PROPN
easat-1530	399	13	terhadap	terhadap	PROPN
easat-1530	399	14	keputusan	keputusan	PROPN
easat-1530	399	15	individual	individual	PROPN
easat-1530	399	16	investasi	investasi	PROPN
easat-1530	399	17	saham	saham	PROPN
easat-1530	399	18	di	di	PROPN
easat-1530	399	19	pulau	pulau	PROPN
easat-1530	399	20	jawa	jawa	PROPN
easat-1530	399	21	,	,	PUNCT
easat-1530	399	22	”	"	PUNCT
easat-1530	399	23	doctoral	doctoral	ADJ
easat-1530	399	24	dissertation	dissertation	NOUN
easat-1530	399	25	,	,	PUNCT
easat-1530	399	26	universitas	universita	NOUN
easat-1530	399	27	brawijaya	brawijaya	NOUN
easat-1530	399	28	,	,	PUNCT
easat-1530	399	29	2019	2019	NUM
easat-1530	399	30	.	.	PUNCT
easat-1530	400	1	[	[	X
easat-1530	400	2	48	48	NUM
easat-1530	400	3	]	]	X
easat-1530	400	4	y.	y.	PROPN
easat-1530	400	5	kornitasari	kornitasari	PROPN
easat-1530	400	6	and	and	CCONJ
easat-1530	400	7	a.	a.	NOUN
easat-1530	400	8	m.	m.	PROPN
easat-1530	400	9	faidah	faidah	PROPN
easat-1530	400	10	,	,	PUNCT
easat-1530	400	11	“	"	PUNCT
easat-1530	400	12	pengaruh	pengaruh	NOUN
easat-1530	400	13	label	label	NOUN
easat-1530	400	14	halal	halal	NOUN
easat-1530	400	15	,	,	PUNCT
easat-1530	400	16	kualitas	kualitas	PROPN
easat-1530	400	17	produk	produk	PROPN
easat-1530	400	18	dan	dan	PROPN
easat-1530	400	19	harga	harga	PROPN
easat-1530	400	20	terhadap	terhadap	PROPN
easat-1530	400	21	keputusan	keputusan	PROPN
easat-1530	400	22	pembelian	pembelian	PROPN
easat-1530	400	23	produk	produk	PROPN
easat-1530	400	24	yang	yang	PROPN
easat-1530	400	25	dikonsumsi	dikonsumsi	PROPN
easat-1530	400	26	setiap	setiap	PROPN
easat-1530	400	27	hari	hari	PROPN
easat-1530	400	28	,	,	PUNCT
easat-1530	400	29	”	"	PUNCT
easat-1530	400	30	jurnal	jurnal	ADJ
easat-1530	400	31	manajemen	manajeman	NOUN
easat-1530	400	32	pemasaran	pemasaran	PROPN
easat-1530	400	33	dan	dan	PROPN
easat-1530	400	34	perilaku	perilaku	PROPN
easat-1530	400	35	konsumen	konsumen	PROPN
easat-1530	400	36	,	,	PUNCT
easat-1530	400	37	vol	vol	NOUN
easat-1530	400	38	.	.	PROPN
easat-1530	400	39	1	1	NUM
easat-1530	400	40	,	,	PUNCT
easat-1530	400	41	no	no	INTJ
easat-1530	400	42	.	.	NOUN
easat-1530	400	43	3	3	NUM
easat-1530	400	44	,	,	PUNCT
easat-1530	400	45	pp	pp	ADJ
easat-1530	400	46	.	.	PUNCT
easat-1530	401	1	337–346	337–346	NUM
easat-1530	401	2	,	,	PUNCT
easat-1530	401	3	2022	2022	NUM
easat-1530	401	4	.	.	PUNCT
easat-1530	402	1	[	[	X
easat-1530	402	2	49	49	NUM
easat-1530	402	3	]	]	PUNCT
easat-1530	402	4	r.	r.	PROPN
easat-1530	402	5	khalid	khalid	PROPN
easat-1530	402	6	,	,	PUNCT
easat-1530	402	7	m.	m.	PROPN
easat-1530	402	8	u.	u.	PROPN
easat-1530	402	9	javed	javed	PROPN
easat-1530	402	10	,	,	PUNCT
easat-1530	402	11	and	and	CCONJ
easat-1530	402	12	k.	k.	PROPN
easat-1530	402	13	shahzad	shahzad	PROPN
easat-1530	402	14	,	,	PUNCT
easat-1530	402	15	“	"	PUNCT
easat-1530	402	16	impact	impact	NOUN
easat-1530	402	17	of	of	ADP
easat-1530	402	18	behavioral	behavioral	ADJ
easat-1530	402	19	biases	bias	NOUN
easat-1530	402	20	on	on	ADP
easat-1530	402	21	investment	investment	NOUN
easat-1530	402	22	decision	decision	NOUN
easat-1530	402	23	making	make	VERB
easat-1530	402	24	with	with	ADP
easat-1530	402	25	moderating	moderate	VERB
easat-1530	402	26	role	role	NOUN
easat-1530	402	27	of	of	ADP
easat-1530	402	28	financial	financial	ADJ
easat-1530	402	29	literacy	literacy	NOUN
easat-1530	402	30	,	,	PUNCT
easat-1530	402	31	”	"	PUNCT
easat-1530	402	32	jinnah	jinnah	PROPN
easat-1530	402	33	business	business	PROPN
easat-1530	402	34	review	review	PROPN
easat-1530	402	35	,	,	PUNCT
easat-1530	402	36	vol	vol	NOUN
easat-1530	402	37	.	.	PROPN
easat-1530	402	38	6	6	NUM
easat-1530	402	39	,	,	PUNCT
easat-1530	402	40	no	no	INTJ
easat-1530	402	41	.	.	NOUN
easat-1530	402	42	2	2	NUM
easat-1530	402	43	,	,	PUNCT
easat-1530	402	44	pp	pp	ADJ
easat-1530	402	45	.	.	PUNCT
easat-1530	403	1	34–41	34–41	NUM
easat-1530	403	2	,	,	PUNCT
easat-1530	403	3	2018	2018	NUM
easat-1530	403	4	.	.	PUNCT
easat-1530	404	1	[	[	X
easat-1530	404	2	50	50	NUM
easat-1530	404	3	]	]	X
easat-1530	404	4	n.	n.	PROPN
easat-1530	404	5	madzunya	madzunya	PROPN
easat-1530	404	6	,	,	PUNCT
easat-1530	404	7	k.	k.	PROPN
easat-1530	404	8	viljoen	viljoen	PROPN
easat-1530	404	9	,	,	PUNCT
easat-1530	404	10	and	and	CCONJ
easat-1530	404	11	l.	l.	PROPN
easat-1530	404	12	cilliers	cilliers	PROPN
easat-1530	404	13	,	,	PUNCT
easat-1530	404	14	“	"	PUNCT
easat-1530	404	15	the	the	DET
easat-1530	404	16	effect	effect	NOUN
easat-1530	404	17	of	of	ADP
easat-1530	404	18	instagram	instagram	PROPN
easat-1530	404	19	conspicuous	conspicuous	ADJ
easat-1530	404	20	consumptive	consumptive	ADJ
easat-1530	404	21	behaviour	behaviour	NOUN
easat-1530	404	22	on	on	ADP
easat-1530	404	23	the	the	DET
easat-1530	404	24	intention	intention	NOUN
easat-1530	404	25	to	to	PART
easat-1530	404	26	purchase	purchase	VERB
easat-1530	404	27	luxury	luxury	NOUN
easat-1530	404	28	goods	good	NOUN
easat-1530	404	29	:	:	PUNCT
easat-1530	404	30	a	a	DET
easat-1530	404	31	developing	develop	VERB
easat-1530	404	32	country	country	NOUN
easat-1530	404	33	’s	’s	PART
easat-1530	404	34	perspective	perspective	NOUN
easat-1530	404	35	,	,	PUNCT
easat-1530	404	36	”	"	PUNCT
easat-1530	404	37	s	s	PROPN
easat-1530	404	38	afr	afr	PROPN
easat-1530	404	39	j	j	PROPN
easat-1530	404	40	inf	inf	PROPN
easat-1530	404	41	manag	manag	PROPN
easat-1530	404	42	,	,	PUNCT
easat-1530	404	43	vol	vol	NOUN
easat-1530	404	44	.	.	PROPN
easat-1530	405	1	23	23	NUM
easat-1530	405	2	,	,	PUNCT
easat-1530	405	3	no	no	INTJ
easat-1530	405	4	.	.	NOUN
easat-1530	405	5	1	1	NUM
easat-1530	405	6	,	,	PUNCT
easat-1530	405	7	pp	pp	ADJ
easat-1530	405	8	.	.	PUNCT
easat-1530	406	1	1–9	1–9	NOUN
easat-1530	406	2	,	,	PUNCT
easat-1530	406	3	2021	2021	NUM
easat-1530	406	4	.	.	PUNCT
easat-1530	407	1	[	[	X
easat-1530	407	2	51	51	NUM
easat-1530	407	3	]	]	PUNCT
easat-1530	407	4	m.	m.	NOUN
easat-1530	407	5	assiddiq	assiddiq	NOUN
easat-1530	407	6	,	,	PUNCT
easat-1530	407	7	“	"	PUNCT
easat-1530	407	8	trend	trend	NOUN
easat-1530	407	9	fomo	fomo	NOUN
easat-1530	407	10	investasi	investasi	X
easat-1530	407	11	di	di	PROPN
easat-1530	407	12	kalangan	kalangan	PROPN
easat-1530	407	13	anak	anak	PROPN
easat-1530	407	14	muda	muda	PROPN
easat-1530	407	15	.	.	PUNCT
easat-1530	407	16	”	"	PUNCT
easat-1530	408	1	[	[	X
easat-1530	408	2	52	52	NUM
easat-1530	408	3	]	]	PUNCT
easat-1530	408	4	m.	m.	NOUN
easat-1530	408	5	a.	a.	NOUN
easat-1530	408	6	rizaty	rizaty	PROPN
easat-1530	408	7	and	and	CCONJ
easat-1530	408	8	a.	a.	PROPN
easat-1530	408	9	w.	w.	PROPN
easat-1530	408	10	yudhistira	yudhistira	PROPN
easat-1530	408	11	,	,	PUNCT
easat-1530	408	12	“	"	PUNCT
easat-1530	408	13	flexing	flex	VERB
easat-1530	408	14	,	,	PUNCT
easat-1530	408	15	si	si	PROPN
easat-1530	408	16	tukang	tukang	PROPN
easat-1530	408	17	pamer	pamer	PROPN
easat-1530	408	18	di	di	PROPN
easat-1530	408	19	media	media	PROPN
easat-1530	408	20	sosial	sosial	X
easat-1530	408	21	.	.	PUNCT
easat-1530	409	1	katadata	katadata	PROPN
easat-1530	409	2	,	,	PUNCT
easat-1530	409	3	”	"	PUNCT
easat-1530	409	4	2022	2022	NUM
easat-1530	409	5	.	.	PUNCT