id	sid	tid	token	lemma	pos
economy-6780	1	1	51	51	NUM
economy-6780	1	2	©	©	PROPN
economy-6780	1	3	2025	2025	NUM
economy-6780	1	4	by	by	ADP
economy-6780	1	5	the	the	DET
economy-6780	1	6	authors	author	NOUN
economy-6780	1	7	;	;	PUNCT
economy-6780	1	8	licensee	licensee	PROPN
economy-6780	1	9	asian	asian	ADJ
economy-6780	1	10	online	online	PROPN
economy-6780	1	11	journal	journal	PROPN
economy-6780	1	12	publishing	publishing	NOUN
economy-6780	1	13	group	group	NOUN
economy-6780	1	14	economy	economy	NOUN
economy-6780	1	15	vol	vol	NOUN
economy-6780	1	16	.	.	PROPN
economy-6780	2	1	12	12	NUM
economy-6780	2	2	,	,	PUNCT
economy-6780	2	3	no	no	INTJ
economy-6780	2	4	.	.	NOUN
economy-6780	2	5	2	2	NUM
economy-6780	2	6	,	,	PUNCT
economy-6780	2	7	51	51	NUM
economy-6780	2	8	-	-	SYM
economy-6780	2	9	59	59	NUM
economy-6780	2	10	,	,	PUNCT
economy-6780	2	11	2025	2025	NUM
economy-6780	2	12	issn(e	issn(e	NOUN
economy-6780	2	13	)	)	PUNCT
economy-6780	2	14	2313	2313	NUM
economy-6780	2	15	-	-	SYM
economy-6780	2	16	8181	8181	NUM
economy-6780	2	17	:	:	PUNCT
economy-6780	2	18	/	/	SYM
economy-6780	2	19	issn(p	issn(p	PROPN
economy-6780	2	20	)	)	PUNCT
economy-6780	2	21	2518	2518	NUM
economy-6780	2	22	-	-	SYM
economy-6780	2	23	0118	0118	NUM
economy-6780	2	24	:	:	PUNCT
economy-6780	2	25	doi	doi	NOUN
economy-6780	2	26	:	:	PUNCT
economy-6780	2	27	10.20448	10.20448	NUM
economy-6780	2	28	/	/	SYM
economy-6780	2	29	economy.v12i2.6780	economy.v12i2.6780	ADJ
economy-6780	2	30	©	©	PROPN
economy-6780	2	31	2025	2025	NUM
economy-6780	2	32	by	by	ADP
economy-6780	2	33	the	the	DET
economy-6780	2	34	authors	author	NOUN
economy-6780	2	35	;	;	PUNCT
economy-6780	2	36	licensee	licensee	PROPN
economy-6780	2	37	asian	asian	ADJ
economy-6780	2	38	online	online	PROPN
economy-6780	2	39	journal	journal	PROPN
economy-6780	2	40	publishing	publishing	NOUN
economy-6780	2	41	group	group	NOUN
economy-6780	2	42	bridging	bridging	NOUN
economy-6780	2	43	finance	finance	NOUN
economy-6780	2	44	and	and	CCONJ
economy-6780	2	45	marketing	marketing	NOUN
economy-6780	2	46	:	:	PUNCT
economy-6780	2	47	the	the	DET
economy-6780	2	48	role	role	NOUN
economy-6780	2	49	of	of	ADP
economy-6780	2	50	psychological	psychological	ADJ
economy-6780	2	51	traits	trait	NOUN
economy-6780	2	52	and	and	CCONJ
economy-6780	2	53	social	social	ADJ
economy-6780	2	54	factors	factor	NOUN
economy-6780	2	55	in	in	ADP
economy-6780	2	56	investment	investment	NOUN
economy-6780	2	57	decisions	decision	NOUN
economy-6780	2	58	and	and	CCONJ
economy-6780	2	59	positive	positive	ADJ
economy-6780	2	60	word	word	NOUN
economy-6780	2	61	-	-	PUNCT
economy-6780	2	62	of	of	ADP
economy-6780	2	63	-	-	PUNCT
economy-6780	2	64	mouth	mouth	NOUN
economy-6780	2	65	poltak	poltak	NOUN
economy-6780	2	66	sinaga1	sinaga1	PROPN
economy-6780	2	67	deddy	deddy	PROPN
economy-6780	2	68	marciano2	marciano2	PROPN
economy-6780	2	69	amelia	amelia	PROPN
economy-6780	2	70	amelia3	amelia3	PROPN
economy-6780	3	1	(	(	PUNCT
economy-6780	3	2			PROPN
economy-6780	3	3	corresponding	correspond	VERB
economy-6780	3	4	author	author	NOUN
economy-6780	3	5	)	)	PUNCT
economy-6780	3	6	1,3pelita	1,3pelita	NUM
economy-6780	3	7	harapan	harapan	PROPN
economy-6780	3	8	university	university	PROPN
economy-6780	3	9	,	,	PUNCT
economy-6780	3	10	indonesia	indonesia	PROPN
economy-6780	3	11	.	.	PUNCT
economy-6780	4	1	email	email	NOUN
economy-6780	4	2	:	:	PUNCT
economy-6780	4	3	poltak.sinaga@uph.edu	poltak.sinaga@uph.edu	PROPN
economy-6780	4	4	2,3universitas	2,3universitas	NUM
economy-6780	4	5	surabaya	surabaya	PROPN
economy-6780	4	6	,	,	PUNCT
economy-6780	4	7	indonesia	indonesia	PROPN
economy-6780	4	8	.	.	PUNCT
economy-6780	5	1	email	email	NOUN
economy-6780	5	2	:	:	PUNCT
economy-6780	5	3	marciano@staff.ubaya.ac.id	marciano@staff.ubaya.ac.id	NOUN
economy-6780	5	4	email	email	NOUN
economy-6780	5	5	:	:	PUNCT
economy-6780	5	6	ameliafbe@staff.ubaya.ac.id	ameliafbe@staff.ubaya.ac.id	VERB
economy-6780	5	7	abstract	abstract	ADJ
economy-6780	5	8	this	this	DET
economy-6780	5	9	study	study	NOUN
economy-6780	5	10	investigates	investigate	VERB
economy-6780	5	11	the	the	DET
economy-6780	5	12	various	various	ADJ
economy-6780	5	13	factors	factor	NOUN
economy-6780	5	14	that	that	PRON
economy-6780	5	15	influence	influence	VERB
economy-6780	5	16	investment	investment	NOUN
economy-6780	5	17	decision	decision	NOUN
economy-6780	5	18	-	-	PUNCT
economy-6780	5	19	making	making	NOUN
economy-6780	5	20	,	,	PUNCT
economy-6780	5	21	specifically	specifically	ADV
economy-6780	5	22	focusing	focus	VERB
economy-6780	5	23	on	on	ADP
economy-6780	5	24	five	five	NUM
economy-6780	5	25	key	key	ADJ
economy-6780	5	26	variables	variable	NOUN
economy-6780	5	27	:	:	PUNCT
economy-6780	5	28	family	family	NOUN
economy-6780	5	29	influence	influence	NOUN
economy-6780	5	30	,	,	PUNCT
economy-6780	5	31	innovation	innovation	NOUN
economy-6780	5	32	,	,	PUNCT
economy-6780	5	33	need	need	VERB
economy-6780	5	34	for	for	ADP
economy-6780	5	35	achievement	achievement	NOUN
economy-6780	5	36	,	,	PUNCT
economy-6780	5	37	risk	risk	NOUN
economy-6780	5	38	-	-	PUNCT
economy-6780	5	39	taking	taking	NOUN
economy-6780	5	40	,	,	PUNCT
economy-6780	5	41	and	and	CCONJ
economy-6780	5	42	the	the	DET
economy-6780	5	43	relationship	relationship	NOUN
economy-6780	5	44	between	between	ADP
economy-6780	5	45	investment	investment	NOUN
economy-6780	5	46	decisions	decision	NOUN
economy-6780	5	47	and	and	CCONJ
economy-6780	5	48	positive	positive	ADJ
economy-6780	5	49	word	word	NOUN
economy-6780	5	50	of	of	ADP
economy-6780	5	51	mouth	mouth	NOUN
economy-6780	5	52	.	.	PUNCT
economy-6780	6	1	a	a	DET
economy-6780	6	2	quantitative	quantitative	ADJ
economy-6780	6	3	research	research	NOUN
economy-6780	6	4	approach	approach	NOUN
economy-6780	6	5	was	be	AUX
economy-6780	6	6	employed	employ	VERB
economy-6780	6	7	,	,	PUNCT
economy-6780	6	8	and	and	CCONJ
economy-6780	6	9	data	datum	NOUN
economy-6780	6	10	were	be	AUX
economy-6780	6	11	analyzed	analyze	VERB
economy-6780	6	12	using	use	VERB
economy-6780	6	13	spss	spss	PROPN
economy-6780	6	14	version	version	NOUN
economy-6780	6	15	22.0	22.0	NUM
economy-6780	6	16	.	.	PUNCT
economy-6780	7	1	the	the	DET
economy-6780	7	2	study	study	NOUN
economy-6780	7	3	surveyed	survey	VERB
economy-6780	7	4	250	250	NUM
economy-6780	7	5	respondents	respondent	NOUN
economy-6780	7	6	,	,	PUNCT
economy-6780	7	7	consisting	consist	VERB
economy-6780	7	8	mostly	mostly	ADV
economy-6780	7	9	of	of	ADP
economy-6780	7	10	e	e	NOUN
economy-6780	7	11	-	-	NOUN
economy-6780	7	12	commerce	commerce	NOUN
economy-6780	7	13	users	user	NOUN
economy-6780	7	14	in	in	ADP
economy-6780	7	15	indonesia	indonesia	PROPN
economy-6780	7	16	.	.	PUNCT
economy-6780	8	1	the	the	DET
economy-6780	8	2	purpose	purpose	NOUN
economy-6780	8	3	was	be	AUX
economy-6780	8	4	to	to	PART
economy-6780	8	5	examine	examine	VERB
economy-6780	8	6	how	how	SCONJ
economy-6780	8	7	psychological	psychological	ADJ
economy-6780	8	8	and	and	CCONJ
economy-6780	8	9	social	social	ADJ
economy-6780	8	10	variables	variable	NOUN
economy-6780	8	11	impact	impact	NOUN
economy-6780	8	12	individuals	individual	NOUN
economy-6780	8	13	’	’	PART
economy-6780	8	14	investment	investment	NOUN
economy-6780	8	15	behaviors	behavior	NOUN
economy-6780	8	16	and	and	CCONJ
economy-6780	8	17	how	how	SCONJ
economy-6780	8	18	these	these	DET
economy-6780	8	19	behaviors	behavior	NOUN
economy-6780	8	20	contribute	contribute	VERB
economy-6780	8	21	to	to	ADP
economy-6780	8	22	subsequent	subsequent	ADJ
economy-6780	8	23	outcomes	outcome	NOUN
economy-6780	8	24	such	such	ADJ
economy-6780	8	25	as	as	ADP
economy-6780	8	26	word	word	NOUN
economy-6780	8	27	-	-	PUNCT
economy-6780	8	28	of	of	ADP
economy-6780	8	29	-	-	PUNCT
economy-6780	8	30	mouth	mouth	NOUN
economy-6780	8	31	promotion	promotion	NOUN
economy-6780	8	32	.	.	PUNCT
economy-6780	9	1	five	five	NUM
economy-6780	9	2	hypotheses	hypothesis	NOUN
economy-6780	9	3	were	be	AUX
economy-6780	9	4	formulated	formulate	VERB
economy-6780	9	5	and	and	CCONJ
economy-6780	9	6	tested	test	VERB
economy-6780	9	7	to	to	PART
economy-6780	9	8	determine	determine	VERB
economy-6780	9	9	the	the	DET
economy-6780	9	10	significance	significance	NOUN
economy-6780	9	11	of	of	ADP
economy-6780	9	12	each	each	DET
economy-6780	9	13	factor	factor	NOUN
economy-6780	9	14	.	.	PUNCT
economy-6780	10	1	the	the	DET
economy-6780	10	2	findings	finding	NOUN
economy-6780	10	3	revealed	reveal	VERB
economy-6780	10	4	that	that	SCONJ
economy-6780	10	5	four	four	NUM
economy-6780	10	6	out	out	ADP
economy-6780	10	7	of	of	ADP
economy-6780	10	8	the	the	DET
economy-6780	10	9	five	five	NUM
economy-6780	10	10	hypotheses	hypothesis	NOUN
economy-6780	10	11	were	be	AUX
economy-6780	10	12	supported	support	VERB
economy-6780	10	13	.	.	PUNCT
economy-6780	11	1	family	family	NOUN
economy-6780	11	2	influence	influence	NOUN
economy-6780	11	3	,	,	PUNCT
economy-6780	11	4	innovation	innovation	NOUN
economy-6780	11	5	,	,	PUNCT
economy-6780	11	6	and	and	CCONJ
economy-6780	11	7	need	need	VERB
economy-6780	11	8	for	for	ADP
economy-6780	11	9	achievement	achievement	NOUN
economy-6780	11	10	were	be	AUX
economy-6780	11	11	found	find	VERB
economy-6780	11	12	to	to	PART
economy-6780	11	13	have	have	VERB
economy-6780	11	14	a	a	DET
economy-6780	11	15	significant	significant	ADJ
economy-6780	11	16	and	and	CCONJ
economy-6780	11	17	positive	positive	ADJ
economy-6780	11	18	effect	effect	NOUN
economy-6780	11	19	on	on	ADP
economy-6780	11	20	investment	investment	NOUN
economy-6780	11	21	decisionmaking	decisionmaking	NOUN
economy-6780	11	22	.	.	PUNCT
economy-6780	12	1	in	in	ADP
economy-6780	12	2	contrast	contrast	NOUN
economy-6780	12	3	,	,	PUNCT
economy-6780	12	4	risk	risk	NOUN
economy-6780	12	5	-	-	PUNCT
economy-6780	12	6	taking	taking	NOUN
economy-6780	12	7	showed	show	VERB
economy-6780	12	8	no	no	DET
economy-6780	12	9	significant	significant	ADJ
economy-6780	12	10	effect	effect	NOUN
economy-6780	12	11	.	.	PUNCT
economy-6780	13	1	furthermore	furthermore	ADV
economy-6780	13	2	,	,	PUNCT
economy-6780	13	3	investment	investment	NOUN
economy-6780	13	4	decisions	decision	NOUN
economy-6780	13	5	were	be	AUX
economy-6780	13	6	shown	show	VERB
economy-6780	13	7	to	to	PART
economy-6780	13	8	have	have	VERB
economy-6780	13	9	a	a	DET
economy-6780	13	10	meaningful	meaningful	ADJ
economy-6780	13	11	and	and	CCONJ
economy-6780	13	12	positive	positive	ADJ
economy-6780	13	13	relationship	relationship	NOUN
economy-6780	13	14	with	with	ADP
economy-6780	13	15	positive	positive	ADJ
economy-6780	13	16	word	word	NOUN
economy-6780	13	17	of	of	ADP
economy-6780	13	18	mouth	mouth	NOUN
economy-6780	13	19	,	,	PUNCT
economy-6780	13	20	suggesting	suggest	VERB
economy-6780	13	21	that	that	SCONJ
economy-6780	13	22	confident	confident	ADJ
economy-6780	13	23	and	and	CCONJ
economy-6780	13	24	well	well	ADV
economy-6780	13	25	-	-	PUNCT
economy-6780	13	26	informed	inform	VERB
economy-6780	13	27	investment	investment	NOUN
economy-6780	13	28	behavior	behavior	NOUN
economy-6780	13	29	can	can	AUX
economy-6780	13	30	lead	lead	VERB
economy-6780	13	31	to	to	ADP
economy-6780	13	32	increased	increase	VERB
economy-6780	13	33	consumer	consumer	NOUN
economy-6780	13	34	advocacy	advocacy	NOUN
economy-6780	13	35	.	.	PUNCT
economy-6780	14	1	the	the	DET
economy-6780	14	2	results	result	NOUN
economy-6780	14	3	underscore	underscore	VERB
economy-6780	14	4	the	the	DET
economy-6780	14	5	importance	importance	NOUN
economy-6780	14	6	for	for	SCONJ
economy-6780	14	7	marketers	marketer	NOUN
economy-6780	14	8	and	and	CCONJ
economy-6780	14	9	business	business	NOUN
economy-6780	14	10	strategists	strategist	NOUN
economy-6780	14	11	to	to	PART
economy-6780	14	12	understand	understand	VERB
economy-6780	14	13	and	and	CCONJ
economy-6780	14	14	enhance	enhance	VERB
economy-6780	14	15	the	the	DET
economy-6780	14	16	key	key	ADJ
economy-6780	14	17	drivers	driver	NOUN
economy-6780	14	18	of	of	ADP
economy-6780	14	19	investment	investment	NOUN
economy-6780	14	20	behavior	behavior	NOUN
economy-6780	14	21	.	.	PUNCT
economy-6780	15	1	by	by	ADP
economy-6780	15	2	addressing	address	VERB
economy-6780	15	3	these	these	DET
economy-6780	15	4	factors	factor	NOUN
economy-6780	15	5	effectively	effectively	ADV
economy-6780	15	6	,	,	PUNCT
economy-6780	15	7	companies	company	NOUN
economy-6780	15	8	can	can	AUX
economy-6780	15	9	encourage	encourage	VERB
economy-6780	15	10	more	more	ADV
economy-6780	15	11	favorable	favorable	ADJ
economy-6780	15	12	consumer	consumer	NOUN
economy-6780	15	13	decisions	decision	NOUN
economy-6780	15	14	and	and	CCONJ
economy-6780	15	15	foster	foster	VERB
economy-6780	15	16	stronger	strong	ADJ
economy-6780	15	17	brand	brand	NOUN
economy-6780	15	18	loyalty	loyalty	NOUN
economy-6780	15	19	through	through	ADP
economy-6780	15	20	word	word	NOUN
economy-6780	15	21	-	-	PUNCT
economy-6780	15	22	of	of	ADP
economy-6780	15	23	-	-	PUNCT
economy-6780	15	24	mouth	mouth	NOUN
economy-6780	15	25	communication	communication	NOUN
economy-6780	15	26	.	.	PUNCT
economy-6780	16	1	keywords	keyword	NOUN
economy-6780	16	2	:	:	PUNCT
economy-6780	16	3	family	family	NOUN
economy-6780	16	4	influence	influence	NOUN
economy-6780	16	5	,	,	PUNCT
economy-6780	16	6	innovation	innovation	NOUN
economy-6780	16	7	,	,	PUNCT
economy-6780	16	8	investment	investment	NOUN
economy-6780	16	9	decision	decision	NOUN
economy-6780	16	10	-	-	PUNCT
economy-6780	16	11	making	making	NOUN
economy-6780	16	12	,	,	PUNCT
economy-6780	16	13	need	need	VERB
economy-6780	16	14	for	for	ADP
economy-6780	16	15	achievement	achievement	NOUN
economy-6780	16	16	,	,	PUNCT
economy-6780	16	17	positive	positive	ADJ
economy-6780	16	18	word	word	NOUN
economy-6780	16	19	of	of	ADP
economy-6780	16	20	mouth	mouth	NOUN
economy-6780	16	21	,	,	PUNCT
economy-6780	16	22	risk	risk	NOUN
economy-6780	16	23	-	-	PUNCT
economy-6780	16	24	taking	taking	NOUN
economy-6780	16	25	.	.	PUNCT
economy-6780	17	1	citation	citation	NOUN
economy-6780	17	2	|	|	CCONJ
economy-6780	17	3	sinaga	sinaga	NOUN
economy-6780	17	4	,	,	PUNCT
economy-6780	17	5	p.	p.	PROPN
economy-6780	17	6	,	,	PUNCT
economy-6780	17	7	marciano	marciano	PROPN
economy-6780	17	8	,	,	PUNCT
economy-6780	17	9	d.	d.	PROPN
economy-6780	17	10	,	,	PUNCT
economy-6780	17	11	&	&	CCONJ
economy-6780	17	12	amelia	amelia	PROPN
economy-6780	17	13	,	,	PUNCT
economy-6780	17	14	a.	a.	PROPN
economy-6780	17	15	(	(	PUNCT
economy-6780	17	16	2025	2025	NUM
economy-6780	17	17	)	)	PUNCT
economy-6780	17	18	.	.	PUNCT
economy-6780	18	1	bridging	bridge	VERB
economy-6780	18	2	finance	finance	NOUN
economy-6780	18	3	and	and	CCONJ
economy-6780	18	4	marketing	marketing	NOUN
economy-6780	18	5	:	:	PUNCT
economy-6780	18	6	the	the	DET
economy-6780	18	7	role	role	NOUN
economy-6780	18	8	of	of	ADP
economy-6780	18	9	psychological	psychological	ADJ
economy-6780	18	10	traits	trait	NOUN
economy-6780	18	11	and	and	CCONJ
economy-6780	18	12	social	social	ADJ
economy-6780	18	13	factors	factor	NOUN
economy-6780	18	14	in	in	ADP
economy-6780	18	15	investment	investment	NOUN
economy-6780	18	16	decisions	decision	NOUN
economy-6780	18	17	and	and	CCONJ
economy-6780	18	18	positive	positive	ADJ
economy-6780	18	19	word	word	NOUN
economy-6780	18	20	-	-	PUNCT
economy-6780	18	21	of	of	ADP
economy-6780	18	22	-	-	PUNCT
economy-6780	18	23	mouth	mouth	NOUN
economy-6780	18	24	.	.	PUNCT
economy-6780	19	1	economy	economy	NOUN
economy-6780	19	2	,	,	PUNCT
economy-6780	19	3	12(2	12(2	NUM
economy-6780	19	4	)	)	PUNCT
economy-6780	19	5	,	,	PUNCT
economy-6780	19	6	51	51	NUM
economy-6780	19	7	-	-	SYM
economy-6780	19	8	59	59	NUM
economy-6780	19	9	.	.	PUNCT
economy-6780	19	10	10.20448	10.20448	NUM
economy-6780	19	11	/	/	SYM
economy-6780	19	12	economy.v12i2.6780	economy.v12i2.6780	ADJ
economy-6780	19	13	history	history	NOUN
economy-6780	19	14	:	:	PUNCT
economy-6780	19	15	received	receive	VERB
economy-6780	19	16	:	:	PUNCT
economy-6780	19	17	14	14	NUM
economy-6780	19	18	may	may	AUX
economy-6780	19	19	2025	2025	NUM
economy-6780	19	20	revised	revise	VERB
economy-6780	19	21	:	:	PUNCT
economy-6780	19	22	11	11	NUM
economy-6780	19	23	june	june	PROPN
economy-6780	19	24	2025	2025	NUM
economy-6780	19	25	accepted	accept	VERB
economy-6780	19	26	:	:	PUNCT
economy-6780	19	27	13	13	NUM
economy-6780	19	28	june	june	PROPN
economy-6780	19	29	2025	2025	NUM
economy-6780	19	30	published	publish	VERB
economy-6780	19	31	:	:	PUNCT
economy-6780	19	32	16	16	NUM
economy-6780	19	33	june	june	PROPN
economy-6780	19	34	2025	2025	NUM
economy-6780	19	35	licensed	license	VERB
economy-6780	19	36	:	:	PUNCT
economy-6780	19	37	this	this	DET
economy-6780	19	38	work	work	NOUN
economy-6780	19	39	is	be	AUX
economy-6780	19	40	licensed	license	VERB
economy-6780	19	41	under	under	ADP
economy-6780	19	42	a	a	DET
economy-6780	19	43	creative	creative	ADJ
economy-6780	19	44	commons	common	NOUN
economy-6780	19	45	attribution	attribution	NOUN
economy-6780	19	46	4.0	4.0	NUM
economy-6780	19	47	license	license	NOUN
economy-6780	19	48	publisher	publisher	NOUN
economy-6780	19	49	:	:	PUNCT
economy-6780	19	50	asian	asian	ADJ
economy-6780	19	51	online	online	PROPN
economy-6780	19	52	journal	journal	PROPN
economy-6780	19	53	publishing	publishing	PROPN
economy-6780	19	54	group	group	PROPN
economy-6780	19	55	funding	funding	NOUN
economy-6780	19	56	:	:	PUNCT
economy-6780	19	57	this	this	DET
economy-6780	19	58	research	research	NOUN
economy-6780	19	59	is	be	AUX
economy-6780	19	60	supported	support	VERB
economy-6780	19	61	by	by	ADP
economy-6780	19	62	“	"	PUNCT
economy-6780	19	63	universitas	universita	NOUN
economy-6780	19	64	pelita	pelita	PROPN
economy-6780	19	65	harapan	harapan	PROPN
economy-6780	19	66	,	,	PUNCT
economy-6780	19	67	indonesia	indonesia	PROPN
economy-6780	19	68	”	"	PUNCT
economy-6780	19	69	.	.	PUNCT
economy-6780	20	1	institutional	institutional	ADJ
economy-6780	20	2	review	review	PROPN
economy-6780	20	3	board	board	NOUN
economy-6780	20	4	statement	statement	NOUN
economy-6780	20	5	:	:	PUNCT
economy-6780	20	6	the	the	DET
economy-6780	20	7	ethical	ethical	ADJ
economy-6780	20	8	committee	committee	NOUN
economy-6780	20	9	of	of	ADP
economy-6780	20	10	the	the	DET
economy-6780	20	11	universitas	universita	NOUN
economy-6780	20	12	pelita	pelita	PROPN
economy-6780	20	13	harapan	harapan	PROPN
economy-6780	20	14	,	,	PUNCT
economy-6780	20	15	indonesia	indonesia	PROPN
economy-6780	20	16	has	have	AUX
economy-6780	20	17	granted	grant	VERB
economy-6780	20	18	approval	approval	NOUN
economy-6780	20	19	for	for	ADP
economy-6780	20	20	this	this	DET
economy-6780	20	21	study	study	NOUN
economy-6780	20	22	transparency	transparency	NOUN
economy-6780	20	23	:	:	PUNCT
economy-6780	20	24	the	the	DET
economy-6780	20	25	authors	author	NOUN
economy-6780	20	26	confirm	confirm	VERB
economy-6780	20	27	that	that	SCONJ
economy-6780	20	28	the	the	DET
economy-6780	20	29	manuscript	manuscript	NOUN
economy-6780	20	30	is	be	AUX
economy-6780	20	31	an	an	DET
economy-6780	20	32	honest	honest	ADJ
economy-6780	20	33	,	,	PUNCT
economy-6780	20	34	accurate	accurate	ADJ
economy-6780	20	35	,	,	PUNCT
economy-6780	20	36	and	and	CCONJ
economy-6780	20	37	transparent	transparent	ADJ
economy-6780	20	38	account	account	NOUN
economy-6780	20	39	of	of	ADP
economy-6780	20	40	the	the	DET
economy-6780	20	41	study	study	NOUN
economy-6780	20	42	;	;	PUNCT
economy-6780	20	43	that	that	SCONJ
economy-6780	20	44	no	no	DET
economy-6780	20	45	vital	vital	ADJ
economy-6780	20	46	features	feature	NOUN
economy-6780	20	47	of	of	ADP
economy-6780	20	48	the	the	DET
economy-6780	20	49	study	study	NOUN
economy-6780	20	50	have	have	AUX
economy-6780	20	51	been	be	AUX
economy-6780	20	52	omitted	omit	VERB
economy-6780	20	53	;	;	PUNCT
economy-6780	20	54	and	and	CCONJ
economy-6780	20	55	that	that	SCONJ
economy-6780	20	56	any	any	DET
economy-6780	20	57	discrepancies	discrepancy	NOUN
economy-6780	20	58	from	from	ADP
economy-6780	20	59	the	the	DET
economy-6780	20	60	study	study	NOUN
economy-6780	20	61	as	as	SCONJ
economy-6780	20	62	planned	plan	VERB
economy-6780	20	63	have	have	AUX
economy-6780	20	64	been	be	AUX
economy-6780	20	65	explained	explain	VERB
economy-6780	20	66	.	.	PUNCT
economy-6780	21	1	this	this	DET
economy-6780	21	2	study	study	NOUN
economy-6780	21	3	followed	follow	VERB
economy-6780	21	4	all	all	DET
economy-6780	21	5	ethical	ethical	ADJ
economy-6780	21	6	practices	practice	NOUN
economy-6780	21	7	during	during	ADP
economy-6780	21	8	writing	writing	NOUN
economy-6780	21	9	.	.	PUNCT
economy-6780	22	1	data	datum	NOUN
economy-6780	22	2	availability	availability	NOUN
economy-6780	22	3	statement	statement	NOUN
economy-6780	22	4	:	:	PUNCT
economy-6780	22	5	the	the	DET
economy-6780	22	6	corresponding	corresponding	ADJ
economy-6780	22	7	author	author	NOUN
economy-6780	22	8	may	may	AUX
economy-6780	22	9	provide	provide	VERB
economy-6780	22	10	study	study	NOUN
economy-6780	22	11	data	datum	NOUN
economy-6780	22	12	upon	upon	SCONJ
economy-6780	22	13	reasonable	reasonable	ADJ
economy-6780	22	14	request	request	NOUN
economy-6780	22	15	competing	compete	VERB
economy-6780	22	16	interests	interest	NOUN
economy-6780	22	17	:	:	PUNCT
economy-6780	22	18	the	the	DET
economy-6780	22	19	authors	author	NOUN
economy-6780	22	20	declare	declare	VERB
economy-6780	22	21	that	that	SCONJ
economy-6780	22	22	they	they	PRON
economy-6780	22	23	have	have	VERB
economy-6780	22	24	no	no	DET
economy-6780	22	25	competing	compete	VERB
economy-6780	22	26	interests	interest	NOUN
economy-6780	22	27	.	.	PUNCT
economy-6780	23	1	authors	author	NOUN
economy-6780	23	2	’	'	PUNCT
economy-6780	23	3	contributions	contribution	NOUN
economy-6780	23	4	:	:	PUNCT
economy-6780	23	5	all	all	DET
economy-6780	23	6	authors	author	NOUN
economy-6780	23	7	contributed	contribute	VERB
economy-6780	23	8	equally	equally	ADV
economy-6780	23	9	to	to	ADP
economy-6780	23	10	the	the	DET
economy-6780	23	11	conception	conception	NOUN
economy-6780	23	12	and	and	CCONJ
economy-6780	23	13	design	design	NOUN
economy-6780	23	14	of	of	ADP
economy-6780	23	15	the	the	DET
economy-6780	23	16	study	study	NOUN
economy-6780	23	17	.	.	PUNCT
economy-6780	24	1	all	all	DET
economy-6780	24	2	authors	author	NOUN
economy-6780	24	3	have	have	AUX
economy-6780	24	4	read	read	VERB
economy-6780	24	5	and	and	CCONJ
economy-6780	24	6	agreed	agree	VERB
economy-6780	24	7	to	to	ADP
economy-6780	24	8	the	the	DET
economy-6780	24	9	published	publish	VERB
economy-6780	24	10	version	version	NOUN
economy-6780	24	11	of	of	ADP
economy-6780	24	12	the	the	DET
economy-6780	24	13	manuscript	manuscript	NOUN
economy-6780	24	14	.	.	PUNCT
economy-6780	25	1	acknowledgements	acknowledgement	NOUN
economy-6780	25	2	:	:	PUNCT
economy-6780	25	3	the	the	DET
economy-6780	25	4	authors	author	NOUN
economy-6780	25	5	would	would	AUX
economy-6780	25	6	like	like	VERB
economy-6780	25	7	to	to	PART
economy-6780	25	8	thank	thank	VERB
economy-6780	25	9	uph	uph	PROPN
economy-6780	25	10	and	and	CCONJ
economy-6780	25	11	universitas	universitas	PROPN
economy-6780	25	12	surabaya	surabaya	PROPN
economy-6780	25	13	also	also	ADV
economy-6780	25	14	the	the	DET
economy-6780	25	15	anonymous	anonymous	ADJ
economy-6780	25	16	referees	referee	NOUN
economy-6780	25	17	for	for	ADP
economy-6780	25	18	their	their	PRON
economy-6780	25	19	valuable	valuable	ADJ
economy-6780	25	20	comments	comment	NOUN
economy-6780	25	21	and	and	CCONJ
economy-6780	25	22	suggestions	suggestion	NOUN
economy-6780	25	23	.	.	PUNCT
economy-6780	26	1	contents	content	NOUN
economy-6780	26	2	1	1	NUM
economy-6780	26	3	.	.	PUNCT
economy-6780	27	1	introduction	introduction	NOUN
economy-6780	27	2	......................................................................................................................................................................................	......................................................................................................................................................................................	PUNCT
economy-6780	28	1	52	52	NUM
economy-6780	28	2	2	2	NUM
economy-6780	28	3	.	.	PUNCT
economy-6780	28	4	literature	literature	NOUN
economy-6780	28	5	review	review	PROPN
economy-6780	28	6	............................................................................................................................................................................	............................................................................................................................................................................	PUNCT
economy-6780	29	1	53	53	NUM
economy-6780	29	2	3	3	NUM
economy-6780	29	3	.	.	PUNCT
economy-6780	29	4	research	research	NOUN
economy-6780	29	5	issue	issue	NOUN
economy-6780	29	6	and	and	CCONJ
economy-6780	29	7	methodology	methodology	NOUN
economy-6780	29	8	.................................................................................................................................................	.................................................................................................................................................	PUNCT
economy-6780	30	1	55	55	NUM
economy-6780	30	2	4	4	NUM
economy-6780	30	3	.	.	PUNCT
economy-6780	30	4	finding	finding	NOUN
economy-6780	30	5	and	and	CCONJ
economy-6780	30	6	discussion	discussion	NOUN
economy-6780	30	7	...................................................................................................................................................................	...................................................................................................................................................................	PUNCT
economy-6780	31	1	55	55	NUM
economy-6780	31	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
economy-6780	31	3	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
economy-6780	31	4	https://www.doi.org/10.20448/economy.v12i2.6780	https://www.doi.org/10.20448/economy.v12i2.6780	PROPN
economy-6780	31	5	https://orcid.org/0000-0002-3927-8320	https://orcid.org/0000-0002-3927-8320	VERB
economy-6780	31	6	https://orcid.org/0000-0001-6216-5319	https://orcid.org/0000-0001-6216-5319	PROPN
economy-6780	31	7	https://orcid.org/0000-0002-3579-1995	https://orcid.org/0000-0002-3579-1995	PROPN
economy-6780	31	8	economy	economy	NOUN
economy-6780	31	9	,	,	PUNCT
economy-6780	31	10	2025	2025	NUM
economy-6780	31	11	,	,	PUNCT
economy-6780	31	12	12(2	12(2	NUM
economy-6780	31	13	):	):	PUNCT
economy-6780	31	14	51	51	NUM
economy-6780	31	15	-	-	SYM
economy-6780	31	16	59	59	NUM
economy-6780	31	17	52	52	NUM
economy-6780	31	18	©	©	ADP
economy-6780	31	19	2025	2025	NUM
economy-6780	31	20	by	by	ADP
economy-6780	31	21	the	the	DET
economy-6780	31	22	authors	author	NOUN
economy-6780	31	23	;	;	PUNCT
economy-6780	31	24	licensee	licensee	PROPN
economy-6780	31	25	asian	asian	ADJ
economy-6780	31	26	online	online	PROPN
economy-6780	31	27	journal	journal	PROPN
economy-6780	31	28	publishing	publishing	NOUN
economy-6780	31	29	group	group	NOUN
economy-6780	31	30	5	5	NUM
economy-6780	31	31	.	.	PUNCT
economy-6780	31	32	discussion	discussion	NOUN
economy-6780	31	33	..........................................................................................................................................................................................	..........................................................................................................................................................................................	PUNCT
economy-6780	32	1	57	57	NUM
economy-6780	32	2	6	6	NUM
economy-6780	32	3	.	.	PUNCT
economy-6780	32	4	conclusion	conclusion	NOUN
economy-6780	32	5	.........................................................................................................................................................................................	.........................................................................................................................................................................................	PUNCT
economy-6780	33	1	57	57	NUM
economy-6780	33	2	7	7	NUM
economy-6780	33	3	.	.	PUNCT
economy-6780	33	4	research	research	NOUN
economy-6780	33	5	limitation	limitation	NOUN
economy-6780	33	6	........................................................................................................................................................................	........................................................................................................................................................................	PUNCT
economy-6780	34	1	58	58	NUM
economy-6780	34	2	references	reference	NOUN
economy-6780	34	3	..............................................................................................................................................................................................	..............................................................................................................................................................................................	VERB
economy-6780	35	1	58	58	NUM
economy-6780	35	2	contribution	contribution	NOUN
economy-6780	35	3	of	of	ADP
economy-6780	35	4	this	this	DET
economy-6780	35	5	paper	paper	NOUN
economy-6780	35	6	to	to	ADP
economy-6780	35	7	the	the	DET
economy-6780	35	8	literature	literature	NOUN
economy-6780	35	9	this	this	DET
economy-6780	35	10	study	study	NOUN
economy-6780	35	11	uniquely	uniquely	ADV
economy-6780	35	12	integrates	integrate	VERB
economy-6780	35	13	psychological	psychological	ADJ
economy-6780	35	14	,	,	PUNCT
economy-6780	35	15	social	social	ADJ
economy-6780	35	16	,	,	PUNCT
economy-6780	35	17	and	and	CCONJ
economy-6780	35	18	technological	technological	ADJ
economy-6780	35	19	factors	factor	NOUN
economy-6780	35	20	specifically	specifically	ADV
economy-6780	35	21	family	family	NOUN
economy-6780	35	22	influence	influence	NOUN
economy-6780	35	23	,	,	PUNCT
economy-6780	35	24	need	need	VERB
economy-6780	35	25	for	for	ADP
economy-6780	35	26	achievement	achievement	NOUN
economy-6780	35	27	,	,	PUNCT
economy-6780	35	28	risk	risk	NOUN
economy-6780	35	29	-	-	PUNCT
economy-6780	35	30	taking	take	VERB
economy-6780	35	31	behavior	behavior	NOUN
economy-6780	35	32	,	,	PUNCT
economy-6780	35	33	and	and	CCONJ
economy-6780	35	34	innovation	innovation	NOUN
economy-6780	35	35	to	to	PART
economy-6780	35	36	examine	examine	VERB
economy-6780	35	37	their	their	PRON
economy-6780	35	38	combined	combine	VERB
economy-6780	35	39	impact	impact	NOUN
economy-6780	35	40	on	on	ADP
economy-6780	35	41	investment	investment	NOUN
economy-6780	35	42	decisions	decision	NOUN
economy-6780	35	43	and	and	CCONJ
economy-6780	35	44	positive	positive	ADJ
economy-6780	35	45	word	word	NOUN
economy-6780	35	46	of	of	ADP
economy-6780	35	47	mouth	mouth	NOUN
economy-6780	35	48	,	,	PUNCT
economy-6780	35	49	offering	offer	VERB
economy-6780	35	50	a	a	DET
economy-6780	35	51	holistic	holistic	ADJ
economy-6780	35	52	perspective	perspective	NOUN
economy-6780	35	53	rarely	rarely	ADV
economy-6780	35	54	addressed	address	VERB
economy-6780	35	55	in	in	ADP
economy-6780	35	56	previous	previous	ADJ
economy-6780	35	57	investment	investment	NOUN
economy-6780	35	58	behavior	behavior	NOUN
economy-6780	35	59	research	research	NOUN
economy-6780	35	60	.	.	PUNCT
economy-6780	36	1	1	1	X
economy-6780	36	2	.	.	X
economy-6780	36	3	introduction	introduction	NOUN
economy-6780	36	4	the	the	DET
economy-6780	36	5	process	process	NOUN
economy-6780	36	6	of	of	ADP
economy-6780	36	7	investment	investment	NOUN
economy-6780	36	8	decision	decision	NOUN
economy-6780	36	9	-	-	PUNCT
economy-6780	36	10	making	making	NOUN
economy-6780	36	11	has	have	AUX
economy-6780	36	12	undergone	undergo	VERB
economy-6780	36	13	significant	significant	ADJ
economy-6780	36	14	transformation	transformation	NOUN
economy-6780	36	15	over	over	ADP
economy-6780	36	16	time	time	NOUN
economy-6780	36	17	.	.	PUNCT
economy-6780	37	1	initially	initially	ADV
economy-6780	37	2	,	,	PUNCT
economy-6780	37	3	investment	investment	NOUN
economy-6780	37	4	activities	activity	NOUN
economy-6780	37	5	were	be	AUX
economy-6780	37	6	primarily	primarily	ADV
economy-6780	37	7	conducted	conduct	VERB
economy-6780	37	8	through	through	ADP
economy-6780	37	9	traditional	traditional	ADJ
economy-6780	37	10	methods	method	NOUN
economy-6780	37	11	,	,	PUNCT
economy-6780	37	12	where	where	SCONJ
economy-6780	37	13	investors	investor	NOUN
economy-6780	37	14	relied	rely	VERB
economy-6780	37	15	on	on	ADP
economy-6780	37	16	direct	direct	ADJ
economy-6780	37	17	interactions	interaction	NOUN
economy-6780	37	18	with	with	ADP
economy-6780	37	19	financial	financial	ADJ
economy-6780	37	20	advisors	advisor	NOUN
economy-6780	37	21	and	and	CCONJ
economy-6780	37	22	institutions	institution	NOUN
economy-6780	37	23	.	.	PUNCT
economy-6780	38	1	this	this	DET
economy-6780	38	2	conventional	conventional	ADJ
economy-6780	38	3	approach	approach	NOUN
economy-6780	38	4	often	often	ADV
economy-6780	38	5	involved	involve	VERB
economy-6780	38	6	personalized	personalized	ADJ
economy-6780	38	7	advice	advice	NOUN
economy-6780	38	8	and	and	CCONJ
economy-6780	38	9	portfolio	portfolio	NOUN
economy-6780	38	10	management	management	NOUN
economy-6780	38	11	services	service	NOUN
economy-6780	38	12	provided	provide	VERB
economy-6780	38	13	by	by	ADP
economy-6780	38	14	registered	register	VERB
economy-6780	38	15	investment	investment	NOUN
economy-6780	38	16	advisors	advisor	NOUN
economy-6780	38	17	(	(	PUNCT
economy-6780	38	18	rias	rias	PROPN
economy-6780	38	19	)	)	PUNCT
economy-6780	38	20	,	,	PUNCT
economy-6780	38	21	who	who	PRON
economy-6780	38	22	operated	operate	VERB
economy-6780	38	23	independently	independently	ADV
economy-6780	38	24	from	from	ADP
economy-6780	38	25	banks	bank	NOUN
economy-6780	38	26	and	and	CCONJ
economy-6780	38	27	other	other	ADJ
economy-6780	38	28	financial	financial	ADJ
economy-6780	38	29	entities	entity	NOUN
economy-6780	38	30	(	(	PUNCT
economy-6780	38	31	bodie	bodie	PROPN
economy-6780	38	32	,	,	PUNCT
economy-6780	38	33	kane	kane	PROPN
economy-6780	38	34	,	,	PUNCT
economy-6780	38	35	&	&	CCONJ
economy-6780	38	36	marcus	marcus	PROPN
economy-6780	38	37	,	,	PUNCT
economy-6780	38	38	2014	2014	NUM
economy-6780	38	39	)	)	PUNCT
economy-6780	38	40	.	.	PUNCT
economy-6780	39	1	however	however	ADV
economy-6780	39	2	,	,	PUNCT
economy-6780	39	3	as	as	SCONJ
economy-6780	39	4	financial	financial	ADJ
economy-6780	39	5	markets	market	NOUN
economy-6780	39	6	evolved	evolve	VERB
economy-6780	39	7	,	,	PUNCT
economy-6780	39	8	both	both	CCONJ
economy-6780	39	9	individual	individual	ADJ
economy-6780	39	10	and	and	CCONJ
economy-6780	39	11	institutional	institutional	ADJ
economy-6780	39	12	investors	investor	NOUN
economy-6780	39	13	sought	seek	VERB
economy-6780	39	14	to	to	PART
economy-6780	39	15	enhance	enhance	VERB
economy-6780	39	16	efficiency	efficiency	NOUN
economy-6780	39	17	and	and	CCONJ
economy-6780	39	18	accessibility	accessibility	NOUN
economy-6780	39	19	through	through	ADP
economy-6780	39	20	technological	technological	ADJ
economy-6780	39	21	advancements	advancement	NOUN
economy-6780	39	22	and	and	CCONJ
economy-6780	39	23	financial	financial	ADJ
economy-6780	39	24	innovations	innovation	NOUN
economy-6780	39	25	(	(	PUNCT
economy-6780	39	26	markowitz	markowitz	PROPN
economy-6780	39	27	,	,	PUNCT
economy-6780	39	28	1991	1991	NUM
economy-6780	39	29	)	)	PUNCT
economy-6780	39	30	.	.	PUNCT
economy-6780	40	1	one	one	NUM
economy-6780	40	2	of	of	ADP
economy-6780	40	3	the	the	DET
economy-6780	40	4	most	most	ADV
economy-6780	40	5	notable	notable	ADJ
economy-6780	40	6	developments	development	NOUN
economy-6780	40	7	has	have	AUX
economy-6780	40	8	been	be	AUX
economy-6780	40	9	the	the	DET
economy-6780	40	10	emergence	emergence	NOUN
economy-6780	40	11	of	of	ADP
economy-6780	40	12	digital	digital	ADJ
economy-6780	40	13	investment	investment	NOUN
economy-6780	40	14	platforms	platform	NOUN
economy-6780	40	15	,	,	PUNCT
economy-6780	40	16	which	which	PRON
economy-6780	40	17	have	have	AUX
economy-6780	40	18	significantly	significantly	ADV
economy-6780	40	19	expanded	expand	VERB
economy-6780	40	20	access	access	NOUN
economy-6780	40	21	to	to	ADP
economy-6780	40	22	financial	financial	ADJ
economy-6780	40	23	markets	market	NOUN
economy-6780	40	24	.	.	PUNCT
economy-6780	41	1	these	these	DET
economy-6780	41	2	platforms	platform	NOUN
economy-6780	41	3	democratize	democratize	VERB
economy-6780	41	4	investing	invest	VERB
economy-6780	41	5	by	by	ADP
economy-6780	41	6	providing	provide	VERB
economy-6780	41	7	costeffective	costeffective	ADJ
economy-6780	41	8	,	,	PUNCT
economy-6780	41	9	user	user	NOUN
economy-6780	41	10	-	-	PUNCT
economy-6780	41	11	friendly	friendly	ADJ
economy-6780	41	12	solutions	solution	NOUN
economy-6780	41	13	that	that	PRON
economy-6780	41	14	cater	cater	VERB
economy-6780	41	15	to	to	ADP
economy-6780	41	16	a	a	DET
economy-6780	41	17	broader	broad	ADJ
economy-6780	41	18	demographic	demographic	ADJ
economy-6780	41	19	,	,	PUNCT
economy-6780	41	20	including	include	VERB
economy-6780	41	21	individuals	individual	NOUN
economy-6780	41	22	with	with	ADP
economy-6780	41	23	limited	limited	ADJ
economy-6780	41	24	financial	financial	ADJ
economy-6780	41	25	knowledge	knowledge	NOUN
economy-6780	41	26	or	or	CCONJ
economy-6780	41	27	resources	resource	NOUN
economy-6780	41	28	(	(	PUNCT
economy-6780	41	29	tapia	tapia	PROPN
economy-6780	41	30	&	&	CCONJ
economy-6780	41	31	yermo	yermo	PROPN
economy-6780	41	32	,	,	PUNCT
economy-6780	41	33	2021	2021	NUM
economy-6780	41	34	)	)	PUNCT
economy-6780	41	35	.	.	PUNCT
economy-6780	42	1	the	the	DET
economy-6780	42	2	rise	rise	NOUN
economy-6780	42	3	of	of	ADP
economy-6780	42	4	digital	digital	ADJ
economy-6780	42	5	trading	trading	NOUN
economy-6780	42	6	platforms	platform	NOUN
economy-6780	42	7	,	,	PUNCT
economy-6780	42	8	robo	robo	NOUN
economy-6780	42	9	-	-	PUNCT
economy-6780	42	10	advisors	advisor	NOUN
economy-6780	42	11	,	,	PUNCT
economy-6780	42	12	and	and	CCONJ
economy-6780	42	13	algorithmic	algorithmic	ADJ
economy-6780	42	14	investment	investment	NOUN
economy-6780	42	15	tools	tool	NOUN
economy-6780	42	16	has	have	AUX
economy-6780	42	17	transformed	transform	VERB
economy-6780	42	18	traditional	traditional	ADJ
economy-6780	42	19	investment	investment	NOUN
economy-6780	42	20	strategies	strategy	NOUN
economy-6780	42	21	,	,	PUNCT
economy-6780	42	22	making	make	VERB
economy-6780	42	23	financial	financial	ADJ
economy-6780	42	24	markets	market	NOUN
economy-6780	42	25	more	more	ADV
economy-6780	42	26	accessible	accessible	ADJ
economy-6780	42	27	and	and	CCONJ
economy-6780	42	28	fostering	foster	VERB
economy-6780	42	29	increased	increase	VERB
economy-6780	42	30	participation	participation	NOUN
economy-6780	42	31	(	(	PUNCT
economy-6780	42	32	d’hondt	d’hondt	PROPN
economy-6780	42	33	,	,	PUNCT
economy-6780	42	34	de	de	PROPN
economy-6780	42	35	winne	winne	PROPN
economy-6780	42	36	,	,	PUNCT
economy-6780	42	37	&	&	CCONJ
economy-6780	42	38	van	van	PROPN
economy-6780	42	39	achter	achter	PROPN
economy-6780	42	40	,	,	PUNCT
economy-6780	42	41	2015	2015	NUM
economy-6780	42	42	)	)	PUNCT
economy-6780	42	43	.	.	PUNCT
economy-6780	43	1	beyond	beyond	ADP
economy-6780	43	2	technological	technological	ADJ
economy-6780	43	3	advancements	advancement	NOUN
economy-6780	43	4	,	,	PUNCT
economy-6780	43	5	investment	investment	NOUN
economy-6780	43	6	decisions	decision	NOUN
economy-6780	43	7	are	be	AUX
economy-6780	43	8	also	also	ADV
economy-6780	43	9	deeply	deeply	ADV
economy-6780	43	10	influenced	influence	VERB
economy-6780	43	11	by	by	ADP
economy-6780	43	12	psychological	psychological	ADJ
economy-6780	43	13	and	and	CCONJ
economy-6780	43	14	social	social	ADJ
economy-6780	43	15	factors	factor	NOUN
economy-6780	43	16	,	,	PUNCT
economy-6780	43	17	particularly	particularly	ADV
economy-6780	43	18	family	family	NOUN
economy-6780	43	19	dynamics	dynamic	NOUN
economy-6780	43	20	.	.	PUNCT
economy-6780	44	1	family	family	NOUN
economy-6780	44	2	plays	play	VERB
economy-6780	44	3	a	a	DET
economy-6780	44	4	crucial	crucial	ADJ
economy-6780	44	5	role	role	NOUN
economy-6780	44	6	in	in	ADP
economy-6780	44	7	shaping	shape	VERB
economy-6780	44	8	financial	financial	ADJ
economy-6780	44	9	literacy	literacy	NOUN
economy-6780	44	10	,	,	PUNCT
economy-6780	44	11	risk	risk	NOUN
economy-6780	44	12	tolerance	tolerance	NOUN
economy-6780	44	13	,	,	PUNCT
economy-6780	44	14	and	and	CCONJ
economy-6780	44	15	long	long	ADJ
economy-6780	44	16	-	-	PUNCT
economy-6780	44	17	term	term	NOUN
economy-6780	44	18	financial	financial	ADJ
economy-6780	44	19	behavior	behavior	NOUN
economy-6780	44	20	.	.	PUNCT
economy-6780	45	1	individuals	individual	NOUN
economy-6780	45	2	who	who	PRON
economy-6780	45	3	grow	grow	VERB
economy-6780	45	4	up	up	ADP
economy-6780	45	5	in	in	ADP
economy-6780	45	6	financially	financially	ADV
economy-6780	45	7	literate	literate	ADJ
economy-6780	45	8	households	household	NOUN
economy-6780	45	9	are	be	AUX
economy-6780	45	10	more	more	ADV
economy-6780	45	11	likely	likely	ADJ
economy-6780	45	12	to	to	PART
economy-6780	45	13	develop	develop	VERB
economy-6780	45	14	prudent	prudent	ADJ
economy-6780	45	15	investment	investment	NOUN
economy-6780	45	16	habits	habit	NOUN
economy-6780	45	17	,	,	PUNCT
economy-6780	45	18	whereas	whereas	SCONJ
economy-6780	45	19	those	those	PRON
economy-6780	45	20	from	from	ADP
economy-6780	45	21	risk	risk	NOUN
economy-6780	45	22	-	-	PUNCT
economy-6780	45	23	averse	averse	ADJ
economy-6780	45	24	families	family	NOUN
economy-6780	45	25	may	may	AUX
economy-6780	45	26	demonstrate	demonstrate	VERB
economy-6780	45	27	conservative	conservative	ADJ
economy-6780	45	28	investment	investment	NOUN
economy-6780	45	29	behaviors	behavior	NOUN
economy-6780	45	30	(	(	PUNCT
economy-6780	45	31	lusardi	lusardi	PROPN
economy-6780	45	32	&	&	CCONJ
economy-6780	45	33	mitchell	mitchell	PROPN
economy-6780	45	34	,	,	PUNCT
economy-6780	45	35	2014	2014	NUM
economy-6780	45	36	)	)	PUNCT
economy-6780	45	37	.	.	PUNCT
economy-6780	46	1	furthermore	furthermore	ADV
economy-6780	46	2	,	,	PUNCT
economy-6780	46	3	family	family	NOUN
economy-6780	46	4	influence	influence	NOUN
economy-6780	46	5	extends	extend	VERB
economy-6780	46	6	to	to	ADP
economy-6780	46	7	investment	investment	NOUN
economy-6780	46	8	attitudes	attitude	NOUN
economy-6780	46	9	,	,	PUNCT
economy-6780	46	10	shaping	shape	VERB
economy-6780	46	11	perceptions	perception	NOUN
economy-6780	46	12	of	of	ADP
economy-6780	46	13	market	market	NOUN
economy-6780	46	14	opportunities	opportunity	NOUN
economy-6780	46	15	and	and	CCONJ
economy-6780	46	16	risk	risk	NOUN
economy-6780	46	17	assessment	assessment	NOUN
economy-6780	46	18	(	(	PUNCT
economy-6780	46	19	guiso	guiso	PROPN
economy-6780	46	20	,	,	PUNCT
economy-6780	46	21	sapienza	sapienza	PROPN
economy-6780	46	22	,	,	PUNCT
economy-6780	46	23	&	&	CCONJ
economy-6780	46	24	zingales	zingale	NOUN
economy-6780	46	25	,	,	PUNCT
economy-6780	46	26	2008	2008	NUM
economy-6780	46	27	)	)	PUNCT
economy-6780	46	28	.	.	PUNCT
economy-6780	47	1	in	in	ADP
economy-6780	47	2	addition	addition	NOUN
economy-6780	47	3	to	to	ADP
economy-6780	47	4	family	family	NOUN
economy-6780	47	5	influence	influence	NOUN
economy-6780	47	6	,	,	PUNCT
economy-6780	47	7	the	the	DET
economy-6780	47	8	need	need	NOUN
economy-6780	47	9	for	for	ADP
economy-6780	47	10	achievement	achievement	NOUN
economy-6780	47	11	serves	serve	VERB
economy-6780	47	12	as	as	ADP
economy-6780	47	13	a	a	DET
economy-6780	47	14	critical	critical	ADJ
economy-6780	47	15	driver	driver	NOUN
economy-6780	47	16	of	of	ADP
economy-6780	47	17	investment	investment	NOUN
economy-6780	47	18	behavior	behavior	NOUN
economy-6780	47	19	.	.	PUNCT
economy-6780	48	1	investors	investor	NOUN
economy-6780	48	2	with	with	ADP
economy-6780	48	3	a	a	DET
economy-6780	48	4	strong	strong	ADJ
economy-6780	48	5	need	need	NOUN
economy-6780	48	6	for	for	ADP
economy-6780	48	7	achievement	achievement	NOUN
economy-6780	48	8	are	be	AUX
economy-6780	48	9	motivated	motivate	VERB
economy-6780	48	10	by	by	ADP
economy-6780	48	11	financial	financial	ADJ
economy-6780	48	12	success	success	NOUN
economy-6780	48	13	and	and	CCONJ
economy-6780	48	14	personal	personal	ADJ
economy-6780	48	15	growth	growth	NOUN
economy-6780	48	16	,	,	PUNCT
economy-6780	48	17	which	which	PRON
economy-6780	48	18	influences	influence	VERB
economy-6780	48	19	their	their	PRON
economy-6780	48	20	willingness	willingness	NOUN
economy-6780	48	21	to	to	PART
economy-6780	48	22	take	take	VERB
economy-6780	48	23	calculated	calculated	ADJ
economy-6780	48	24	risks	risk	NOUN
economy-6780	48	25	and	and	CCONJ
economy-6780	48	26	explore	explore	VERB
economy-6780	48	27	innovative	innovative	ADJ
economy-6780	48	28	investment	investment	NOUN
economy-6780	48	29	strategies	strategy	NOUN
economy-6780	48	30	(	(	PUNCT
economy-6780	48	31	mcclelland	mcclelland	NOUN
economy-6780	48	32	,	,	PUNCT
economy-6780	48	33	1987	1987	NUM
economy-6780	48	34	)	)	PUNCT
economy-6780	48	35	.	.	PUNCT
economy-6780	49	1	these	these	DET
economy-6780	49	2	individuals	individual	NOUN
economy-6780	49	3	are	be	AUX
economy-6780	49	4	more	more	ADV
economy-6780	49	5	likely	likely	ADJ
economy-6780	49	6	to	to	PART
economy-6780	49	7	seek	seek	VERB
economy-6780	49	8	high	high	ADJ
economy-6780	49	9	-	-	PUNCT
economy-6780	49	10	reward	reward	NOUN
economy-6780	49	11	opportunities	opportunity	NOUN
economy-6780	49	12	,	,	PUNCT
economy-6780	49	13	engage	engage	VERB
economy-6780	49	14	in	in	ADP
economy-6780	49	15	active	active	ADJ
economy-6780	49	16	portfolio	portfolio	NOUN
economy-6780	49	17	management	management	NOUN
economy-6780	49	18	,	,	PUNCT
economy-6780	49	19	and	and	CCONJ
economy-6780	49	20	adapt	adapt	VERB
economy-6780	49	21	to	to	ADP
economy-6780	49	22	emerging	emerge	VERB
economy-6780	49	23	market	market	NOUN
economy-6780	49	24	trends	trend	NOUN
economy-6780	49	25	(	(	PUNCT
economy-6780	49	26	barber	barber	PROPN
economy-6780	49	27	&	&	CCONJ
economy-6780	49	28	odean	odean	PROPN
economy-6780	49	29	,	,	PUNCT
economy-6780	49	30	2001	2001	NUM
economy-6780	49	31	)	)	PUNCT
economy-6780	49	32	.	.	PUNCT
economy-6780	50	1	their	their	PRON
economy-6780	50	2	ambition	ambition	NOUN
economy-6780	50	3	often	often	ADV
economy-6780	50	4	fuels	fuel	VERB
economy-6780	50	5	the	the	DET
economy-6780	50	6	adoption	adoption	NOUN
economy-6780	50	7	of	of	ADP
economy-6780	50	8	novel	novel	ADJ
economy-6780	50	9	investment	investment	NOUN
economy-6780	50	10	tools	tool	NOUN
economy-6780	50	11	and	and	CCONJ
economy-6780	50	12	strategies	strategy	NOUN
economy-6780	50	13	,	,	PUNCT
economy-6780	50	14	thereby	thereby	ADV
economy-6780	50	15	contributing	contribute	VERB
economy-6780	50	16	to	to	ADP
economy-6780	50	17	the	the	DET
economy-6780	50	18	expansion	expansion	NOUN
economy-6780	50	19	of	of	ADP
economy-6780	50	20	digital	digital	ADJ
economy-6780	50	21	investment	investment	NOUN
economy-6780	50	22	platforms	platform	NOUN
economy-6780	50	23	(	(	PUNCT
economy-6780	50	24	d’hondt	d’hondt	NOUN
economy-6780	50	25	et	et	NOUN
economy-6780	50	26	al	al	PROPN
economy-6780	50	27	.	.	PROPN
economy-6780	50	28	,	,	PUNCT
economy-6780	50	29	2015	2015	NUM
economy-6780	50	30	)	)	PUNCT
economy-6780	50	31	.	.	PUNCT
economy-6780	51	1	risk	risk	NOUN
economy-6780	51	2	-	-	PUNCT
economy-6780	51	3	taking	take	VERB
economy-6780	51	4	behavior	behavior	NOUN
economy-6780	51	5	is	be	AUX
economy-6780	51	6	another	another	DET
economy-6780	51	7	essential	essential	ADJ
economy-6780	51	8	factor	factor	NOUN
economy-6780	51	9	shaping	shape	VERB
economy-6780	51	10	investment	investment	NOUN
economy-6780	51	11	decisions	decision	NOUN
economy-6780	51	12	.	.	PUNCT
economy-6780	52	1	investors	investor	NOUN
economy-6780	52	2	with	with	ADP
economy-6780	52	3	a	a	DET
economy-6780	52	4	higher	high	ADJ
economy-6780	52	5	risk	risk	NOUN
economy-6780	52	6	tolerance	tolerance	NOUN
economy-6780	52	7	tend	tend	VERB
economy-6780	52	8	to	to	PART
economy-6780	52	9	embrace	embrace	VERB
economy-6780	52	10	diversified	diversified	ADJ
economy-6780	52	11	portfolios	portfolio	NOUN
economy-6780	52	12	,	,	PUNCT
economy-6780	52	13	explore	explore	VERB
economy-6780	52	14	emerging	emerge	VERB
economy-6780	52	15	markets	market	NOUN
economy-6780	52	16	,	,	PUNCT
economy-6780	52	17	and	and	CCONJ
economy-6780	52	18	experiment	experiment	NOUN
economy-6780	52	19	with	with	ADP
economy-6780	52	20	unconventional	unconventional	ADJ
economy-6780	52	21	financial	financial	ADJ
economy-6780	52	22	instruments	instrument	NOUN
economy-6780	52	23	.	.	PUNCT
economy-6780	53	1	their	their	PRON
economy-6780	53	2	propensity	propensity	NOUN
economy-6780	53	3	to	to	PART
economy-6780	53	4	take	take	VERB
economy-6780	53	5	risks	risk	NOUN
economy-6780	53	6	is	be	AUX
economy-6780	53	7	influenced	influence	VERB
economy-6780	53	8	not	not	PART
economy-6780	53	9	only	only	ADV
economy-6780	53	10	by	by	ADP
economy-6780	53	11	personal	personal	ADJ
economy-6780	53	12	financial	financial	ADJ
economy-6780	53	13	goals	goal	NOUN
economy-6780	53	14	but	but	CCONJ
economy-6780	53	15	also	also	ADV
economy-6780	53	16	by	by	ADP
economy-6780	53	17	external	external	ADJ
economy-6780	53	18	encouragement	encouragement	NOUN
economy-6780	53	19	,	,	PUNCT
economy-6780	53	20	including	include	VERB
economy-6780	53	21	advice	advice	NOUN
economy-6780	53	22	from	from	ADP
economy-6780	53	23	family	family	NOUN
economy-6780	53	24	members	member	NOUN
economy-6780	53	25	or	or	CCONJ
economy-6780	53	26	positive	positive	ADJ
economy-6780	53	27	experiences	experience	NOUN
economy-6780	53	28	shared	share	VERB
economy-6780	53	29	by	by	ADP
economy-6780	53	30	peers	peer	NOUN
economy-6780	53	31	(	(	PUNCT
economy-6780	53	32	kahneman	kahneman	PROPN
economy-6780	53	33	&	&	CCONJ
economy-6780	53	34	tversky	tversky	PROPN
economy-6780	53	35	,	,	PUNCT
economy-6780	53	36	1979	1979	NUM
economy-6780	53	37	)	)	PUNCT
economy-6780	53	38	.	.	PUNCT
economy-6780	54	1	risk	risk	NOUN
economy-6780	54	2	-	-	PUNCT
economy-6780	54	3	tolerant	tolerant	ADJ
economy-6780	54	4	investors	investor	NOUN
economy-6780	54	5	are	be	AUX
economy-6780	54	6	more	more	ADV
economy-6780	54	7	receptive	receptive	ADJ
economy-6780	54	8	to	to	ADP
economy-6780	54	9	adopting	adopt	VERB
economy-6780	54	10	financial	financial	ADJ
economy-6780	54	11	innovations	innovation	NOUN
economy-6780	54	12	,	,	PUNCT
economy-6780	54	13	further	far	ADV
economy-6780	54	14	reinforcing	reinforce	VERB
economy-6780	54	15	the	the	DET
economy-6780	54	16	role	role	NOUN
economy-6780	54	17	of	of	ADP
economy-6780	54	18	digital	digital	ADJ
economy-6780	54	19	platforms	platform	NOUN
economy-6780	54	20	in	in	ADP
economy-6780	54	21	modern	modern	ADJ
economy-6780	54	22	investment	investment	NOUN
economy-6780	54	23	strategies	strategy	NOUN
economy-6780	54	24	(	(	PUNCT
economy-6780	54	25	charness	charness	NOUN
economy-6780	54	26	,	,	PUNCT
economy-6780	54	27	gneezy	gneezy	NOUN
economy-6780	54	28	,	,	PUNCT
economy-6780	54	29	&	&	CCONJ
economy-6780	54	30	imas	ima	NOUN
economy-6780	54	31	,	,	PUNCT
economy-6780	54	32	2013	2013	NUM
economy-6780	54	33	)	)	PUNCT
economy-6780	54	34	.	.	PUNCT
economy-6780	55	1	furthermore	furthermore	ADV
economy-6780	55	2	,	,	PUNCT
economy-6780	55	3	positive	positive	ADJ
economy-6780	55	4	word	word	NOUN
economy-6780	55	5	of	of	ADP
economy-6780	55	6	mouth	mouth	NOUN
economy-6780	55	7	(	(	PUNCT
economy-6780	55	8	wom	wom	PROPN
economy-6780	55	9	)	)	PUNCT
economy-6780	55	10	has	have	AUX
economy-6780	55	11	emerged	emerge	VERB
economy-6780	55	12	as	as	ADP
economy-6780	55	13	a	a	DET
economy-6780	55	14	powerful	powerful	ADJ
economy-6780	55	15	force	force	NOUN
economy-6780	55	16	in	in	ADP
economy-6780	55	17	shaping	shape	VERB
economy-6780	55	18	investor	investor	NOUN
economy-6780	55	19	behavior	behavior	NOUN
economy-6780	55	20	.	.	PUNCT
economy-6780	56	1	successful	successful	ADJ
economy-6780	56	2	investment	investment	NOUN
economy-6780	56	3	experiences	experience	NOUN
economy-6780	56	4	often	often	ADV
economy-6780	56	5	lead	lead	VERB
economy-6780	56	6	investors	investor	NOUN
economy-6780	56	7	to	to	PART
economy-6780	56	8	share	share	VERB
economy-6780	56	9	insights	insight	NOUN
economy-6780	56	10	with	with	ADP
economy-6780	56	11	their	their	PRON
economy-6780	56	12	social	social	ADJ
economy-6780	56	13	circles	circle	NOUN
economy-6780	56	14	,	,	PUNCT
economy-6780	56	15	fostering	foster	VERB
economy-6780	56	16	trust	trust	NOUN
economy-6780	56	17	and	and	CCONJ
economy-6780	56	18	encouraging	encourage	VERB
economy-6780	56	19	broader	broad	ADJ
economy-6780	56	20	market	market	NOUN
economy-6780	56	21	participation	participation	NOUN
economy-6780	56	22	(	(	PUNCT
economy-6780	56	23	brown	brown	PROPN
economy-6780	56	24	&	&	CCONJ
economy-6780	56	25	reingen	reingen	PROPN
economy-6780	56	26	,	,	PUNCT
economy-6780	56	27	1987	1987	NUM
economy-6780	56	28	)	)	PUNCT
economy-6780	56	29	.	.	PUNCT
economy-6780	57	1	social	social	ADJ
economy-6780	57	2	networks	network	NOUN
economy-6780	57	3	,	,	PUNCT
economy-6780	57	4	both	both	PRON
economy-6780	57	5	offline	offline	ADJ
economy-6780	57	6	and	and	CCONJ
economy-6780	57	7	online	online	ADV
economy-6780	57	8	,	,	PUNCT
economy-6780	57	9	serve	serve	VERB
economy-6780	57	10	as	as	ADP
economy-6780	57	11	key	key	ADJ
economy-6780	57	12	channels	channel	NOUN
economy-6780	57	13	for	for	ADP
economy-6780	57	14	investment	investment	NOUN
economy-6780	57	15	-	-	PUNCT
economy-6780	57	16	related	relate	VERB
economy-6780	57	17	discussions	discussion	NOUN
economy-6780	57	18	,	,	PUNCT
economy-6780	57	19	with	with	ADP
economy-6780	57	20	peer	peer	NOUN
economy-6780	57	21	recommendations	recommendation	NOUN
economy-6780	57	22	often	often	ADV
economy-6780	57	23	carrying	carry	VERB
economy-6780	57	24	more	more	ADJ
economy-6780	57	25	weight	weight	NOUN
economy-6780	57	26	than	than	ADP
economy-6780	57	27	traditional	traditional	ADJ
economy-6780	57	28	financial	financial	ADJ
economy-6780	57	29	marketing	marketing	NOUN
economy-6780	57	30	efforts	effort	NOUN
economy-6780	57	31	(	(	PUNCT
economy-6780	57	32	bikhchandani	bikhchandani	ADJ
economy-6780	57	33	,	,	PUNCT
economy-6780	57	34	hirshleifer	hirshleifer	NOUN
economy-6780	57	35	,	,	PUNCT
economy-6780	57	36	&	&	CCONJ
economy-6780	57	37	welch	welch	PROPN
economy-6780	57	38	,	,	PUNCT
economy-6780	57	39	1992	1992	NUM
economy-6780	57	40	)	)	PUNCT
economy-6780	57	41	.	.	PUNCT
economy-6780	58	1	the	the	DET
economy-6780	58	2	widespread	widespread	ADJ
economy-6780	58	3	use	use	NOUN
economy-6780	58	4	of	of	ADP
economy-6780	58	5	digital	digital	ADJ
economy-6780	58	6	platforms	platform	NOUN
economy-6780	58	7	,	,	PUNCT
economy-6780	58	8	including	include	VERB
economy-6780	58	9	social	social	ADJ
economy-6780	58	10	media	medium	NOUN
economy-6780	58	11	and	and	CCONJ
economy-6780	58	12	investment	investment	NOUN
economy-6780	58	13	forums	forum	NOUN
economy-6780	58	14	,	,	PUNCT
economy-6780	58	15	has	have	AUX
economy-6780	58	16	amplified	amplify	VERB
economy-6780	58	17	the	the	DET
economy-6780	58	18	influence	influence	NOUN
economy-6780	58	19	of	of	ADP
economy-6780	58	20	wom	wom	NOUN
economy-6780	58	21	,	,	PUNCT
economy-6780	58	22	enabling	enable	VERB
economy-6780	58	23	investors	investor	NOUN
economy-6780	58	24	to	to	PART
economy-6780	58	25	exchange	exchange	VERB
economy-6780	58	26	knowledge	knowledge	NOUN
economy-6780	58	27	and	and	CCONJ
economy-6780	58	28	strategies	strategy	NOUN
economy-6780	58	29	more	more	ADV
economy-6780	58	30	efficiently	efficiently	ADV
economy-6780	58	31	.	.	PUNCT
economy-6780	59	1	as	as	SCONJ
economy-6780	59	2	financial	financial	ADJ
economy-6780	59	3	markets	market	NOUN
economy-6780	59	4	continue	continue	VERB
economy-6780	59	5	to	to	PART
economy-6780	59	6	evolve	evolve	VERB
economy-6780	59	7	,	,	PUNCT
economy-6780	59	8	investors	investor	NOUN
economy-6780	59	9	face	face	VERB
economy-6780	59	10	new	new	ADJ
economy-6780	59	11	challenges	challenge	NOUN
economy-6780	59	12	and	and	CCONJ
economy-6780	59	13	opportunities	opportunity	NOUN
economy-6780	59	14	.	.	PUNCT
economy-6780	60	1	economic	economic	ADJ
economy-6780	60	2	fluctuations	fluctuation	NOUN
economy-6780	60	3	,	,	PUNCT
economy-6780	60	4	technological	technological	ADJ
economy-6780	60	5	disruptions	disruption	NOUN
economy-6780	60	6	,	,	PUNCT
economy-6780	60	7	and	and	CCONJ
economy-6780	60	8	changing	change	VERB
economy-6780	60	9	market	market	NOUN
economy-6780	60	10	dynamics	dynamic	NOUN
economy-6780	60	11	necessitate	necessitate	ADJ
economy-6780	60	12	a	a	DET
economy-6780	60	13	strategic	strategic	ADJ
economy-6780	60	14	approach	approach	NOUN
economy-6780	60	15	to	to	ADP
economy-6780	60	16	investment	investment	NOUN
economy-6780	60	17	decision	decision	NOUN
economy-6780	60	18	-	-	PUNCT
economy-6780	60	19	making	making	NOUN
economy-6780	60	20	.	.	PUNCT
economy-6780	61	1	a	a	DET
economy-6780	61	2	combination	combination	NOUN
economy-6780	61	3	of	of	ADP
economy-6780	61	4	financial	financial	ADJ
economy-6780	61	5	literacy	literacy	NOUN
economy-6780	61	6	,	,	PUNCT
economy-6780	61	7	adaptability	adaptability	NOUN
economy-6780	61	8	to	to	ADP
economy-6780	61	9	innovation	innovation	NOUN
economy-6780	61	10	,	,	PUNCT
economy-6780	61	11	and	and	CCONJ
economy-6780	61	12	risk	risk	NOUN
economy-6780	61	13	assessment	assessment	NOUN
economy-6780	61	14	plays	play	VERB
economy-6780	61	15	a	a	DET
economy-6780	61	16	crucial	crucial	ADJ
economy-6780	61	17	role	role	NOUN
economy-6780	61	18	in	in	ADP
economy-6780	61	19	navigating	navigate	VERB
economy-6780	61	20	modern	modern	ADJ
economy-6780	61	21	investment	investment	NOUN
economy-6780	61	22	landscapes	landscape	NOUN
economy-6780	61	23	(	(	PUNCT
economy-6780	61	24	lusardi	lusardi	PROPN
economy-6780	61	25	&	&	CCONJ
economy-6780	61	26	mitchell	mitchell	PROPN
economy-6780	61	27	,	,	PUNCT
economy-6780	61	28	2011	2011	NUM
economy-6780	61	29	)	)	PUNCT
economy-6780	61	30	.	.	PUNCT
economy-6780	62	1	additionally	additionally	ADV
economy-6780	62	2	,	,	PUNCT
economy-6780	62	3	empathydriven	empathydriven	ADJ
economy-6780	62	4	investment	investment	NOUN
economy-6780	62	5	strategies	strategy	NOUN
economy-6780	62	6	—	—	PUNCT
economy-6780	62	7	those	those	PRON
economy-6780	62	8	that	that	PRON
economy-6780	62	9	account	account	VERB
economy-6780	62	10	for	for	ADP
economy-6780	62	11	investors	investor	NOUN
economy-6780	62	12	’	'	PUNCT
economy-6780	62	13	subjective	subjective	ADJ
economy-6780	62	14	financial	financial	ADJ
economy-6780	62	15	goals	goal	NOUN
economy-6780	62	16	and	and	CCONJ
economy-6780	62	17	experiences	experience	NOUN
economy-6780	62	18	—	—	PUNCT
economy-6780	62	19	can	can	AUX
economy-6780	62	20	enhance	enhance	VERB
economy-6780	62	21	decision	decision	NOUN
economy-6780	62	22	-	-	PUNCT
economy-6780	62	23	making	make	VERB
economy-6780	62	24	processes	process	NOUN
economy-6780	62	25	and	and	CCONJ
economy-6780	62	26	support	support	VERB
economy-6780	62	27	long	long	ADJ
economy-6780	62	28	-	-	PUNCT
economy-6780	62	29	term	term	NOUN
economy-6780	62	30	financial	financial	ADJ
economy-6780	62	31	growth	growth	NOUN
economy-6780	62	32	(	(	PUNCT
economy-6780	62	33	shefrin	shefrin	NOUN
economy-6780	62	34	&	&	CCONJ
economy-6780	62	35	statman	statman	PROPN
economy-6780	62	36	,	,	PUNCT
economy-6780	62	37	2000	2000	NUM
economy-6780	62	38	)	)	PUNCT
economy-6780	62	39	.	.	PUNCT
economy-6780	63	1	this	this	DET
economy-6780	63	2	research	research	NOUN
economy-6780	63	3	contributes	contribute	VERB
economy-6780	63	4	significantly	significantly	ADV
economy-6780	63	5	to	to	ADP
economy-6780	63	6	the	the	DET
economy-6780	63	7	understanding	understanding	NOUN
economy-6780	63	8	of	of	ADP
economy-6780	63	9	investment	investment	NOUN
economy-6780	63	10	behavior	behavior	NOUN
economy-6780	63	11	by	by	ADP
economy-6780	63	12	integrating	integrate	VERB
economy-6780	63	13	psychological	psychological	ADJ
economy-6780	63	14	,	,	PUNCT
economy-6780	63	15	social	social	ADJ
economy-6780	63	16	,	,	PUNCT
economy-6780	63	17	and	and	CCONJ
economy-6780	63	18	technological	technological	ADJ
economy-6780	63	19	perspectives	perspective	NOUN
economy-6780	63	20	.	.	PUNCT
economy-6780	64	1	by	by	ADP
economy-6780	64	2	examining	examine	VERB
economy-6780	64	3	the	the	DET
economy-6780	64	4	interconnected	interconnected	ADJ
economy-6780	64	5	influences	influence	NOUN
economy-6780	64	6	of	of	ADP
economy-6780	64	7	family	family	NOUN
economy-6780	64	8	,	,	PUNCT
economy-6780	64	9	innovation	innovation	NOUN
economy-6780	64	10	,	,	PUNCT
economy-6780	64	11	need	need	VERB
economy-6780	64	12	for	for	ADP
economy-6780	64	13	achievement	achievement	NOUN
economy-6780	64	14	,	,	PUNCT
economy-6780	64	15	and	and	CCONJ
economy-6780	64	16	risk	risk	NOUN
economy-6780	64	17	-	-	PUNCT
economy-6780	64	18	taking	taking	NOUN
economy-6780	64	19	on	on	ADP
economy-6780	64	20	investment	investment	NOUN
economy-6780	64	21	decisions	decision	NOUN
economy-6780	64	22	and	and	CCONJ
economy-6780	64	23	positive	positive	ADJ
economy-6780	64	24	word	word	NOUN
economy-6780	64	25	of	of	ADP
economy-6780	64	26	mouth	mouth	NOUN
economy-6780	64	27	,	,	PUNCT
economy-6780	64	28	this	this	DET
economy-6780	64	29	study	study	NOUN
economy-6780	64	30	provides	provide	VERB
economy-6780	64	31	valuable	valuable	ADJ
economy-6780	64	32	insights	insight	NOUN
economy-6780	64	33	for	for	ADP
economy-6780	64	34	financial	financial	ADJ
economy-6780	64	35	institutions	institution	NOUN
economy-6780	64	36	,	,	PUNCT
economy-6780	64	37	policymakers	policymaker	NOUN
economy-6780	64	38	,	,	PUNCT
economy-6780	64	39	and	and	CCONJ
economy-6780	64	40	investors	investor	NOUN
economy-6780	64	41	.	.	PUNCT
economy-6780	65	1	the	the	DET
economy-6780	65	2	findings	finding	NOUN
economy-6780	65	3	highlight	highlight	VERB
economy-6780	65	4	the	the	DET
economy-6780	65	5	importance	importance	NOUN
economy-6780	65	6	of	of	ADP
economy-6780	65	7	financial	financial	ADJ
economy-6780	65	8	education	education	NOUN
economy-6780	65	9	,	,	PUNCT
economy-6780	65	10	the	the	DET
economy-6780	65	11	promotion	promotion	NOUN
economy-6780	65	12	of	of	ADP
economy-6780	65	13	technological	technological	ADJ
economy-6780	65	14	innovation	innovation	NOUN
economy-6780	65	15	in	in	ADP
economy-6780	65	16	investment	investment	NOUN
economy-6780	65	17	services	service	NOUN
economy-6780	65	18	,	,	PUNCT
economy-6780	65	19	and	and	CCONJ
economy-6780	65	20	leveraging	leverage	VERB
economy-6780	65	21	social	social	ADJ
economy-6780	65	22	networks	network	NOUN
economy-6780	65	23	to	to	PART
economy-6780	65	24	enhance	enhance	VERB
economy-6780	65	25	investor	investor	NOUN
economy-6780	65	26	confidence	confidence	NOUN
economy-6780	65	27	and	and	CCONJ
economy-6780	65	28	market	market	NOUN
economy-6780	65	29	participation	participation	NOUN
economy-6780	65	30	.	.	PUNCT
economy-6780	66	1	in	in	ADP
economy-6780	66	2	conclusion	conclusion	NOUN
economy-6780	66	3	,	,	PUNCT
economy-6780	66	4	the	the	DET
economy-6780	66	5	interplay	interplay	NOUN
economy-6780	66	6	between	between	ADP
economy-6780	66	7	family	family	NOUN
economy-6780	66	8	influence	influence	NOUN
economy-6780	66	9	,	,	PUNCT
economy-6780	66	10	innovation	innovation	NOUN
economy-6780	66	11	,	,	PUNCT
economy-6780	66	12	need	need	VERB
economy-6780	66	13	for	for	ADP
economy-6780	66	14	achievement	achievement	NOUN
economy-6780	66	15	,	,	PUNCT
economy-6780	66	16	and	and	CCONJ
economy-6780	66	17	risk	risk	NOUN
economy-6780	66	18	-	-	PUNCT
economy-6780	66	19	taking	take	VERB
economy-6780	66	20	behavior	behavior	NOUN
economy-6780	66	21	plays	play	VERB
economy-6780	66	22	a	a	DET
economy-6780	66	23	pivotal	pivotal	ADJ
economy-6780	66	24	role	role	NOUN
economy-6780	66	25	in	in	ADP
economy-6780	66	26	shaping	shape	VERB
economy-6780	66	27	investment	investment	NOUN
economy-6780	66	28	decisions	decision	NOUN
economy-6780	66	29	and	and	CCONJ
economy-6780	66	30	fostering	foster	VERB
economy-6780	66	31	positive	positive	ADJ
economy-6780	66	32	word	word	NOUN
economy-6780	66	33	of	of	ADP
economy-6780	66	34	mouth	mouth	NOUN
economy-6780	66	35	.	.	PUNCT
economy-6780	67	1	as	as	SCONJ
economy-6780	67	2	financial	financial	ADJ
economy-6780	67	3	markets	market	NOUN
economy-6780	67	4	undergo	undergo	VERB
economy-6780	67	5	continuous	continuous	ADJ
economy-6780	67	6	transformation	transformation	NOUN
economy-6780	67	7	,	,	PUNCT
economy-6780	67	8	investors	investor	NOUN
economy-6780	67	9	and	and	CCONJ
economy-6780	67	10	financial	financial	ADJ
economy-6780	67	11	service	service	NOUN
economy-6780	67	12	providers	provider	NOUN
economy-6780	67	13	must	must	AUX
economy-6780	67	14	adapt	adapt	VERB
economy-6780	67	15	to	to	ADP
economy-6780	67	16	these	these	DET
economy-6780	67	17	evolving	evolve	VERB
economy-6780	67	18	dynamics	dynamic	NOUN
economy-6780	67	19	,	,	PUNCT
economy-6780	67	20	embracing	embrace	VERB
economy-6780	67	21	innovative	innovative	ADJ
economy-6780	67	22	strategies	strategy	NOUN
economy-6780	67	23	that	that	PRON
economy-6780	67	24	enhance	enhance	VERB
economy-6780	67	25	investment	investment	NOUN
economy-6780	67	26	experiences	experience	NOUN
economy-6780	67	27	and	and	CCONJ
economy-6780	67	28	outcomes	outcome	NOUN
economy-6780	67	29	.	.	PUNCT
economy-6780	68	1	economy	economy	NOUN
economy-6780	68	2	,	,	PUNCT
economy-6780	68	3	2025	2025	NUM
economy-6780	68	4	,	,	PUNCT
economy-6780	68	5	12(2	12(2	NUM
economy-6780	68	6	):	):	PUNCT
economy-6780	68	7	51	51	NUM
economy-6780	68	8	-	-	SYM
economy-6780	68	9	59	59	NUM
economy-6780	68	10	53	53	NUM
economy-6780	68	11	©	©	PROPN
economy-6780	68	12	2025	2025	NUM
economy-6780	68	13	by	by	ADP
economy-6780	68	14	the	the	DET
economy-6780	68	15	authors	author	NOUN
economy-6780	68	16	;	;	PUNCT
economy-6780	68	17	licensee	licensee	PROPN
economy-6780	68	18	asian	asian	ADJ
economy-6780	68	19	online	online	PROPN
economy-6780	68	20	journal	journal	PROPN
economy-6780	68	21	publishing	publishing	NOUN
economy-6780	68	22	group	group	NOUN
economy-6780	68	23	2	2	NUM
economy-6780	68	24	.	.	PUNCT
economy-6780	69	1	literature	literature	PROPN
economy-6780	69	2	review	review	VERB
economy-6780	69	3	2.1	2.1	NUM
economy-6780	69	4	.	.	PUNCT
economy-6780	70	1	family	family	NOUN
economy-6780	70	2	influence	influence	NOUN
economy-6780	70	3	according	accord	VERB
economy-6780	70	4	to	to	ADP
economy-6780	70	5	mandell	mandell	PROPN
economy-6780	70	6	and	and	CCONJ
economy-6780	70	7	klein	klein	PROPN
economy-6780	70	8	(	(	PUNCT
economy-6780	70	9	2009	2009	NUM
economy-6780	70	10	)	)	PUNCT
economy-6780	71	1	family	family	NOUN
economy-6780	71	2	plays	play	VERB
economy-6780	71	3	a	a	DET
economy-6780	71	4	fundamental	fundamental	ADJ
economy-6780	71	5	role	role	NOUN
economy-6780	71	6	in	in	ADP
economy-6780	71	7	shaping	shape	VERB
economy-6780	71	8	an	an	DET
economy-6780	71	9	individual	individual	NOUN
economy-6780	71	10	's	's	PART
economy-6780	71	11	financial	financial	ADJ
economy-6780	71	12	literacy	literacy	NOUN
economy-6780	71	13	,	,	PUNCT
economy-6780	71	14	which	which	PRON
economy-6780	71	15	significantly	significantly	ADV
economy-6780	71	16	impacts	impact	VERB
economy-6780	71	17	investment	investment	NOUN
economy-6780	71	18	decision	decision	NOUN
economy-6780	71	19	-	-	PUNCT
economy-6780	71	20	making	making	NOUN
economy-6780	71	21	.	.	PUNCT
economy-6780	72	1	financial	financial	ADJ
economy-6780	72	2	literacy	literacy	NOUN
economy-6780	72	3	,	,	PUNCT
economy-6780	72	4	acquired	acquire	VERB
economy-6780	72	5	through	through	ADP
economy-6780	72	6	parental	parental	ADJ
economy-6780	72	7	guidance	guidance	NOUN
economy-6780	72	8	and	and	CCONJ
economy-6780	72	9	early	early	ADJ
economy-6780	72	10	financial	financial	ADJ
economy-6780	72	11	experiences	experience	NOUN
economy-6780	72	12	,	,	PUNCT
economy-6780	72	13	influences	influence	VERB
economy-6780	72	14	how	how	SCONJ
economy-6780	72	15	individuals	individual	NOUN
economy-6780	72	16	perceive	perceive	VERB
economy-6780	72	17	risks	risk	NOUN
economy-6780	72	18	and	and	CCONJ
economy-6780	72	19	opportunities	opportunity	NOUN
economy-6780	72	20	in	in	ADP
economy-6780	72	21	investment	investment	NOUN
economy-6780	72	22	activities	activity	NOUN
economy-6780	72	23	.	.	PUNCT
economy-6780	73	1	families	family	NOUN
economy-6780	73	2	that	that	PRON
economy-6780	73	3	engage	engage	VERB
economy-6780	73	4	in	in	ADP
economy-6780	73	5	discussions	discussion	NOUN
economy-6780	73	6	about	about	ADP
economy-6780	73	7	financial	financial	ADJ
economy-6780	73	8	management	management	NOUN
economy-6780	73	9	tend	tend	VERB
economy-6780	73	10	to	to	PART
economy-6780	73	11	foster	foster	VERB
economy-6780	73	12	greater	great	ADJ
economy-6780	73	13	confidence	confidence	NOUN
economy-6780	73	14	and	and	CCONJ
economy-6780	73	15	a	a	DET
economy-6780	73	16	proactive	proactive	ADJ
economy-6780	73	17	investment	investment	NOUN
economy-6780	73	18	mindset	mindset	NOUN
economy-6780	73	19	among	among	ADP
economy-6780	73	20	their	their	PRON
economy-6780	73	21	members	member	NOUN
economy-6780	73	22	.	.	PUNCT
economy-6780	74	1	lusardi	lusardi	PROPN
economy-6780	74	2	and	and	CCONJ
economy-6780	74	3	mitchell	mitchell	PROPN
economy-6780	74	4	(	(	PUNCT
economy-6780	74	5	2014	2014	NUM
economy-6780	74	6	)	)	PUNCT
economy-6780	74	7	also	also	ADV
economy-6780	74	8	found	find	VERB
economy-6780	74	9	that	that	SCONJ
economy-6780	74	10	family	family	NOUN
economy-6780	74	11	influence	influence	NOUN
economy-6780	74	12	extends	extend	VERB
economy-6780	74	13	beyond	beyond	ADP
economy-6780	74	14	financial	financial	ADJ
economy-6780	74	15	education	education	NOUN
economy-6780	74	16	to	to	ADP
economy-6780	74	17	shaping	shape	VERB
economy-6780	74	18	risk	risk	NOUN
economy-6780	74	19	tolerance	tolerance	NOUN
economy-6780	74	20	.	.	PUNCT
economy-6780	75	1	individuals	individual	NOUN
economy-6780	75	2	raised	raise	VERB
economy-6780	75	3	in	in	ADP
economy-6780	75	4	families	family	NOUN
economy-6780	75	5	with	with	ADP
economy-6780	75	6	a	a	DET
economy-6780	75	7	strong	strong	ADJ
economy-6780	75	8	investment	investment	NOUN
economy-6780	75	9	culture	culture	NOUN
economy-6780	75	10	are	be	AUX
economy-6780	75	11	more	more	ADV
economy-6780	75	12	likely	likely	ADJ
economy-6780	75	13	to	to	PART
economy-6780	75	14	take	take	VERB
economy-6780	75	15	calculated	calculated	ADJ
economy-6780	75	16	investment	investment	NOUN
economy-6780	75	17	risks	risk	NOUN
economy-6780	75	18	,	,	PUNCT
economy-6780	75	19	whereas	whereas	SCONJ
economy-6780	75	20	those	those	PRON
economy-6780	75	21	from	from	ADP
economy-6780	75	22	risk	risk	NOUN
economy-6780	75	23	-	-	PUNCT
economy-6780	75	24	averse	averse	ADJ
economy-6780	75	25	families	family	NOUN
economy-6780	75	26	tend	tend	VERB
economy-6780	75	27	to	to	PART
economy-6780	75	28	prefer	prefer	VERB
economy-6780	75	29	conservative	conservative	ADJ
economy-6780	75	30	financial	financial	ADJ
economy-6780	75	31	strategies	strategy	NOUN
economy-6780	75	32	.	.	PUNCT
economy-6780	76	1	this	this	PRON
economy-6780	76	2	aligns	align	VERB
economy-6780	76	3	with	with	ADP
economy-6780	76	4	the	the	DET
economy-6780	76	5	findings	finding	NOUN
economy-6780	76	6	of	of	ADP
economy-6780	76	7	shim	shim	NOUN
economy-6780	76	8	,	,	PUNCT
economy-6780	76	9	barber	barber	NOUN
economy-6780	76	10	,	,	PUNCT
economy-6780	76	11	card	card	NOUN
economy-6780	76	12	,	,	PUNCT
economy-6780	76	13	xiao	xiao	PROPN
economy-6780	76	14	,	,	PUNCT
economy-6780	76	15	and	and	CCONJ
economy-6780	76	16	serido	serido	PRON
economy-6780	76	17	(	(	PUNCT
economy-6780	76	18	2010	2010	NUM
economy-6780	76	19	)	)	PUNCT
economy-6780	76	20	who	who	PRON
economy-6780	76	21	emphasized	emphasize	VERB
economy-6780	76	22	that	that	SCONJ
economy-6780	76	23	parental	parental	ADJ
economy-6780	76	24	financial	financial	ADJ
economy-6780	76	25	behaviors	behavior	NOUN
economy-6780	76	26	serve	serve	VERB
economy-6780	76	27	as	as	ADP
economy-6780	76	28	role	role	NOUN
economy-6780	76	29	models	model	NOUN
economy-6780	76	30	,	,	PUNCT
economy-6780	76	31	reinforcing	reinforce	VERB
economy-6780	76	32	long	long	ADJ
economy-6780	76	33	-	-	PUNCT
economy-6780	76	34	term	term	NOUN
economy-6780	76	35	financial	financial	ADJ
economy-6780	76	36	habits	habit	NOUN
economy-6780	76	37	and	and	CCONJ
economy-6780	76	38	decision	decision	NOUN
economy-6780	76	39	-	-	PUNCT
economy-6780	76	40	making	make	VERB
economy-6780	76	41	patterns	pattern	NOUN
economy-6780	76	42	in	in	ADP
economy-6780	76	43	adulthood	adulthood	NOUN
economy-6780	76	44	.	.	PUNCT
economy-6780	77	1	moreover	moreover	ADV
economy-6780	77	2	,	,	PUNCT
economy-6780	77	3	jorgensen	jorgensen	PROPN
economy-6780	77	4	and	and	CCONJ
economy-6780	77	5	savla	savla	NOUN
economy-6780	77	6	(	(	PUNCT
economy-6780	77	7	2010	2010	NUM
economy-6780	77	8	)	)	PUNCT
economy-6780	77	9	noted	note	VERB
economy-6780	77	10	that	that	SCONJ
economy-6780	77	11	parental	parental	ADJ
economy-6780	77	12	influence	influence	NOUN
economy-6780	77	13	on	on	ADP
economy-6780	77	14	financial	financial	ADJ
economy-6780	77	15	attitudes	attitude	NOUN
economy-6780	77	16	significantly	significantly	ADV
economy-6780	77	17	affects	affect	VERB
economy-6780	77	18	the	the	DET
economy-6780	77	19	ability	ability	NOUN
economy-6780	77	20	to	to	PART
economy-6780	77	21	assess	assess	VERB
economy-6780	77	22	investment	investment	NOUN
economy-6780	77	23	opportunities	opportunity	NOUN
economy-6780	77	24	.	.	PUNCT
economy-6780	78	1	parents	parent	NOUN
economy-6780	78	2	who	who	PRON
economy-6780	78	3	actively	actively	ADV
economy-6780	78	4	engage	engage	VERB
economy-6780	78	5	in	in	ADP
economy-6780	78	6	wealth	wealth	NOUN
economy-6780	78	7	-	-	PUNCT
economy-6780	78	8	building	building	NOUN
economy-6780	78	9	activities	activity	NOUN
economy-6780	78	10	and	and	CCONJ
economy-6780	78	11	discuss	discuss	VERB
economy-6780	78	12	financial	financial	ADJ
economy-6780	78	13	strategies	strategy	NOUN
economy-6780	78	14	with	with	ADP
economy-6780	78	15	their	their	PRON
economy-6780	78	16	children	child	NOUN
economy-6780	78	17	contribute	contribute	VERB
economy-6780	78	18	to	to	ADP
economy-6780	78	19	higher	high	ADJ
economy-6780	78	20	financial	financial	ADJ
economy-6780	78	21	confidence	confidence	NOUN
economy-6780	78	22	and	and	CCONJ
economy-6780	78	23	a	a	DET
economy-6780	78	24	greater	great	ADJ
economy-6780	78	25	likelihood	likelihood	NOUN
economy-6780	78	26	of	of	ADP
economy-6780	78	27	investment	investment	NOUN
economy-6780	78	28	participation	participation	NOUN
economy-6780	78	29	.	.	PUNCT
economy-6780	79	1	in	in	ADP
economy-6780	79	2	addition	addition	NOUN
economy-6780	79	3	,	,	PUNCT
economy-6780	79	4	gudmunson	gudmunson	NOUN
economy-6780	79	5	and	and	CCONJ
economy-6780	79	6	danes	dane	NOUN
economy-6780	79	7	(	(	PUNCT
economy-6780	79	8	2011	2011	NUM
economy-6780	79	9	)	)	PUNCT
economy-6780	79	10	highlighted	highlight	VERB
economy-6780	79	11	that	that	SCONJ
economy-6780	79	12	intergenerational	intergenerational	ADJ
economy-6780	79	13	financial	financial	ADJ
economy-6780	79	14	transmission	transmission	NOUN
economy-6780	79	15	plays	play	VERB
economy-6780	79	16	a	a	DET
economy-6780	79	17	crucial	crucial	ADJ
economy-6780	79	18	role	role	NOUN
economy-6780	79	19	in	in	ADP
economy-6780	79	20	shaping	shape	VERB
economy-6780	79	21	investment	investment	NOUN
economy-6780	79	22	behavior	behavior	NOUN
economy-6780	79	23	.	.	PUNCT
economy-6780	80	1	children	child	NOUN
economy-6780	80	2	from	from	ADP
economy-6780	80	3	families	family	NOUN
economy-6780	80	4	with	with	ADP
economy-6780	80	5	a	a	DET
economy-6780	80	6	history	history	NOUN
economy-6780	80	7	of	of	ADP
economy-6780	80	8	asset	asset	NOUN
economy-6780	80	9	accumulation	accumulation	NOUN
economy-6780	80	10	and	and	CCONJ
economy-6780	80	11	stock	stock	NOUN
economy-6780	80	12	market	market	NOUN
economy-6780	80	13	participation	participation	NOUN
economy-6780	80	14	are	be	AUX
economy-6780	80	15	more	more	ADV
economy-6780	80	16	inclined	inclined	ADJ
economy-6780	80	17	to	to	PART
economy-6780	80	18	make	make	VERB
economy-6780	80	19	informed	informed	ADJ
economy-6780	80	20	investment	investment	NOUN
economy-6780	80	21	decisions	decision	NOUN
economy-6780	80	22	,	,	PUNCT
economy-6780	80	23	relying	rely	VERB
economy-6780	80	24	on	on	ADP
economy-6780	80	25	parental	parental	ADJ
economy-6780	80	26	guidance	guidance	NOUN
economy-6780	80	27	as	as	ADP
economy-6780	80	28	a	a	DET
economy-6780	80	29	reference	reference	NOUN
economy-6780	80	30	point	point	NOUN
economy-6780	80	31	for	for	ADP
economy-6780	80	32	their	their	PRON
economy-6780	80	33	own	own	ADJ
economy-6780	80	34	financial	financial	ADJ
economy-6780	80	35	choices	choice	NOUN
economy-6780	80	36	.	.	PUNCT
economy-6780	81	1	h1	h1	PROPN
economy-6780	81	2	:	:	PUNCT
economy-6780	81	3	family	family	NOUN
economy-6780	81	4	influence	influence	NOUN
economy-6780	81	5	has	have	VERB
economy-6780	81	6	a	a	DET
economy-6780	81	7	significant	significant	ADJ
economy-6780	81	8	effect	effect	NOUN
economy-6780	81	9	on	on	ADP
economy-6780	81	10	investment	investment	NOUN
economy-6780	81	11	decision	decision	NOUN
economy-6780	81	12	-	-	PUNCT
economy-6780	81	13	making	making	NOUN
economy-6780	81	14	.	.	PUNCT
economy-6780	82	1	2.2	2.2	NUM
economy-6780	82	2	.	.	PUNCT
economy-6780	82	3	innovation	innovation	NOUN
economy-6780	82	4	according	accord	VERB
economy-6780	82	5	to	to	ADP
economy-6780	82	6	schindler	schindler	NOUN
economy-6780	82	7	(	(	PUNCT
economy-6780	82	8	2017	2017	NUM
economy-6780	82	9	)	)	PUNCT
economy-6780	82	10	financial	financial	ADJ
economy-6780	82	11	innovation	innovation	NOUN
economy-6780	82	12	has	have	AUX
economy-6780	82	13	significantly	significantly	ADV
economy-6780	82	14	transformed	transform	VERB
economy-6780	82	15	investment	investment	NOUN
economy-6780	82	16	decision	decision	NOUN
economy-6780	82	17	-	-	PUNCT
economy-6780	82	18	making	making	NOUN
economy-6780	82	19	by	by	ADP
economy-6780	82	20	increasing	increase	VERB
economy-6780	82	21	accessibility	accessibility	NOUN
economy-6780	82	22	,	,	PUNCT
economy-6780	82	23	efficiency	efficiency	NOUN
economy-6780	82	24	,	,	PUNCT
economy-6780	82	25	and	and	CCONJ
economy-6780	82	26	the	the	DET
economy-6780	82	27	availability	availability	NOUN
economy-6780	82	28	of	of	ADP
economy-6780	82	29	data	data	NOUN
economy-6780	82	30	-	-	PUNCT
economy-6780	82	31	driven	drive	VERB
economy-6780	82	32	insights	insight	NOUN
economy-6780	82	33	.	.	PUNCT
economy-6780	83	1	technological	technological	ADJ
economy-6780	83	2	advancements	advancement	NOUN
economy-6780	83	3	such	such	ADJ
economy-6780	83	4	as	as	ADP
economy-6780	83	5	robo	robo	NOUN
economy-6780	83	6	-	-	PUNCT
economy-6780	83	7	advisors	advisor	NOUN
economy-6780	83	8	,	,	PUNCT
economy-6780	83	9	algorithmic	algorithmic	ADJ
economy-6780	83	10	trading	trading	NOUN
economy-6780	83	11	,	,	PUNCT
economy-6780	83	12	and	and	CCONJ
economy-6780	83	13	blockchain	blockchain	NOUN
economy-6780	83	14	-	-	PUNCT
economy-6780	83	15	based	base	VERB
economy-6780	83	16	investment	investment	NOUN
economy-6780	83	17	platforms	platform	NOUN
economy-6780	83	18	have	have	AUX
economy-6780	83	19	reshaped	reshape	VERB
economy-6780	83	20	traditional	traditional	ADJ
economy-6780	83	21	investment	investment	NOUN
economy-6780	83	22	strategies	strategy	NOUN
economy-6780	83	23	,	,	PUNCT
economy-6780	83	24	allowing	allow	VERB
economy-6780	83	25	investors	investor	NOUN
economy-6780	83	26	to	to	PART
economy-6780	83	27	make	make	VERB
economy-6780	83	28	more	more	ADV
economy-6780	83	29	informed	informed	ADJ
economy-6780	83	30	and	and	CCONJ
economy-6780	83	31	automated	automate	VERB
economy-6780	83	32	decisions	decision	NOUN
economy-6780	83	33	.	.	PUNCT
economy-6780	84	1	cheng	cheng	PROPN
economy-6780	84	2	and	and	CCONJ
economy-6780	84	3	quiring	quiring	PROPN
economy-6780	84	4	(	(	PUNCT
economy-6780	84	5	2019	2019	NUM
economy-6780	84	6	)	)	PUNCT
economy-6780	84	7	emphasized	emphasize	VERB
economy-6780	84	8	that	that	SCONJ
economy-6780	84	9	the	the	DET
economy-6780	84	10	integration	integration	NOUN
economy-6780	84	11	of	of	ADP
economy-6780	84	12	artificial	artificial	ADJ
economy-6780	84	13	intelligence	intelligence	NOUN
economy-6780	84	14	(	(	PUNCT
economy-6780	84	15	ai	ai	NOUN
economy-6780	84	16	)	)	PUNCT
economy-6780	84	17	and	and	CCONJ
economy-6780	84	18	machine	machine	NOUN
economy-6780	84	19	learning	learning	NOUN
economy-6780	84	20	in	in	ADP
economy-6780	84	21	financial	financial	ADJ
economy-6780	84	22	markets	market	NOUN
economy-6780	84	23	has	have	AUX
economy-6780	84	24	improved	improve	VERB
economy-6780	84	25	the	the	DET
economy-6780	84	26	ability	ability	NOUN
economy-6780	84	27	to	to	PART
economy-6780	84	28	analyze	analyze	VERB
economy-6780	84	29	complex	complex	ADJ
economy-6780	84	30	market	market	NOUN
economy-6780	84	31	trends	trend	NOUN
economy-6780	84	32	,	,	PUNCT
economy-6780	84	33	predict	predict	VERB
economy-6780	84	34	asset	asset	NOUN
economy-6780	84	35	price	price	NOUN
economy-6780	84	36	movements	movement	NOUN
economy-6780	84	37	,	,	PUNCT
economy-6780	84	38	and	and	CCONJ
economy-6780	84	39	optimize	optimize	VERB
economy-6780	84	40	portfolio	portfolio	NOUN
economy-6780	84	41	allocations	allocation	NOUN
economy-6780	84	42	.	.	PUNCT
economy-6780	85	1	these	these	DET
economy-6780	85	2	innovations	innovation	NOUN
economy-6780	85	3	reduce	reduce	VERB
economy-6780	85	4	human	human	ADJ
economy-6780	85	5	biases	bias	NOUN
economy-6780	85	6	and	and	CCONJ
economy-6780	85	7	improve	improve	VERB
economy-6780	85	8	decision	decision	NOUN
economy-6780	85	9	-	-	PUNCT
economy-6780	85	10	making	making	NOUN
economy-6780	85	11	by	by	ADP
economy-6780	85	12	processing	process	VERB
economy-6780	85	13	vast	vast	ADJ
economy-6780	85	14	amounts	amount	NOUN
economy-6780	85	15	of	of	ADP
economy-6780	85	16	data	datum	NOUN
economy-6780	85	17	with	with	ADP
economy-6780	85	18	greater	great	ADJ
economy-6780	85	19	accuracy	accuracy	NOUN
economy-6780	85	20	.	.	PUNCT
economy-6780	86	1	furthermore	furthermore	ADV
economy-6780	86	2	,	,	PUNCT
economy-6780	86	3	philippon	philippon	ADP
economy-6780	86	4	(	(	PUNCT
economy-6780	86	5	2016	2016	NUM
economy-6780	86	6	)	)	PUNCT
economy-6780	86	7	argued	argue	VERB
economy-6780	86	8	that	that	SCONJ
economy-6780	86	9	financial	financial	ADJ
economy-6780	86	10	innovation	innovation	NOUN
economy-6780	86	11	has	have	AUX
economy-6780	86	12	led	lead	VERB
economy-6780	86	13	to	to	ADP
economy-6780	86	14	a	a	DET
economy-6780	86	15	democratization	democratization	NOUN
economy-6780	86	16	of	of	ADP
economy-6780	86	17	investing	investing	NOUN
economy-6780	86	18	,	,	PUNCT
economy-6780	86	19	enabling	enable	VERB
economy-6780	86	20	retail	retail	ADJ
economy-6780	86	21	investors	investor	NOUN
economy-6780	86	22	to	to	PART
economy-6780	86	23	participate	participate	VERB
economy-6780	86	24	in	in	ADP
economy-6780	86	25	markets	market	NOUN
economy-6780	86	26	that	that	PRON
economy-6780	86	27	were	be	AUX
economy-6780	86	28	once	once	ADV
economy-6780	86	29	dominated	dominate	VERB
economy-6780	86	30	by	by	ADP
economy-6780	86	31	institutional	institutional	ADJ
economy-6780	86	32	players	player	NOUN
economy-6780	86	33	.	.	PUNCT
economy-6780	87	1	the	the	DET
economy-6780	87	2	rise	rise	NOUN
economy-6780	87	3	of	of	ADP
economy-6780	87	4	low	low	ADJ
economy-6780	87	5	-	-	PUNCT
economy-6780	87	6	cost	cost	NOUN
economy-6780	87	7	investment	investment	NOUN
economy-6780	87	8	platforms	platform	NOUN
economy-6780	87	9	,	,	PUNCT
economy-6780	87	10	fractional	fractional	ADJ
economy-6780	87	11	shares	share	NOUN
economy-6780	87	12	,	,	PUNCT
economy-6780	87	13	and	and	CCONJ
economy-6780	87	14	exchange	exchange	NOUN
economy-6780	87	15	-	-	PUNCT
economy-6780	87	16	traded	trade	VERB
economy-6780	87	17	funds	fund	NOUN
economy-6780	87	18	(	(	PUNCT
economy-6780	87	19	etfs	etfs	PROPN
economy-6780	87	20	)	)	PUNCT
economy-6780	87	21	has	have	AUX
economy-6780	87	22	lowered	lower	VERB
economy-6780	87	23	the	the	DET
economy-6780	87	24	barriers	barrier	NOUN
economy-6780	87	25	to	to	ADP
economy-6780	87	26	entry	entry	NOUN
economy-6780	87	27	,	,	PUNCT
economy-6780	87	28	making	make	VERB
economy-6780	87	29	investment	investment	NOUN
economy-6780	87	30	opportunities	opportunity	NOUN
economy-6780	87	31	more	more	ADV
economy-6780	87	32	inclusive	inclusive	ADJ
economy-6780	87	33	.	.	PUNCT
economy-6780	88	1	lerner	lerner	PROPN
economy-6780	88	2	and	and	CCONJ
economy-6780	88	3	tufano	tufano	PROPN
economy-6780	88	4	(	(	PUNCT
economy-6780	88	5	2011	2011	NUM
economy-6780	88	6	)	)	PUNCT
economy-6780	88	7	highlighted	highlight	VERB
economy-6780	88	8	that	that	SCONJ
economy-6780	88	9	innovations	innovation	NOUN
economy-6780	88	10	in	in	ADP
economy-6780	88	11	fintech	fintech	NOUN
economy-6780	88	12	have	have	AUX
economy-6780	88	13	revolutionized	revolutionize	VERB
economy-6780	88	14	risk	risk	NOUN
economy-6780	88	15	assessment	assessment	NOUN
economy-6780	88	16	and	and	CCONJ
economy-6780	88	17	investment	investment	NOUN
economy-6780	88	18	strategies	strategy	NOUN
economy-6780	88	19	,	,	PUNCT
economy-6780	88	20	providing	provide	VERB
economy-6780	88	21	investors	investor	NOUN
economy-6780	88	22	with	with	ADP
economy-6780	88	23	real	real	ADJ
economy-6780	88	24	-	-	PUNCT
economy-6780	88	25	time	time	NOUN
economy-6780	88	26	risk	risk	NOUN
economy-6780	88	27	analytics	analytic	NOUN
economy-6780	88	28	and	and	CCONJ
economy-6780	88	29	automated	automate	VERB
economy-6780	88	30	financial	financial	ADJ
economy-6780	88	31	planning	planning	NOUN
economy-6780	88	32	tools	tool	NOUN
economy-6780	88	33	.	.	PUNCT
economy-6780	89	1	these	these	DET
economy-6780	89	2	developments	development	NOUN
economy-6780	89	3	help	help	VERB
economy-6780	89	4	investors	investor	NOUN
economy-6780	89	5	optimize	optimize	VERB
economy-6780	89	6	asset	asset	NOUN
economy-6780	89	7	allocation	allocation	NOUN
economy-6780	89	8	while	while	SCONJ
economy-6780	89	9	considering	consider	VERB
economy-6780	89	10	risk	risk	NOUN
economy-6780	89	11	tolerance	tolerance	NOUN
economy-6780	89	12	and	and	CCONJ
economy-6780	89	13	financial	financial	ADJ
economy-6780	89	14	goals	goal	NOUN
economy-6780	89	15	.	.	PUNCT
economy-6780	90	1	moreover	moreover	ADV
economy-6780	90	2	,	,	PUNCT
economy-6780	90	3	chishti	chishti	NOUN
economy-6780	90	4	and	and	CCONJ
economy-6780	90	5	barberis	barberis	PROPN
economy-6780	90	6	(	(	PUNCT
economy-6780	90	7	2016	2016	NUM
economy-6780	90	8	)	)	PUNCT
economy-6780	90	9	found	find	VERB
economy-6780	90	10	that	that	SCONJ
economy-6780	90	11	fintech	fintech	NOUN
economy-6780	90	12	innovations	innovation	NOUN
economy-6780	90	13	have	have	AUX
economy-6780	90	14	increased	increase	VERB
economy-6780	90	15	investor	investor	NOUN
economy-6780	90	16	engagement	engagement	NOUN
economy-6780	90	17	by	by	ADP
economy-6780	90	18	offering	offer	VERB
economy-6780	90	19	customized	customize	VERB
economy-6780	90	20	investment	investment	NOUN
economy-6780	90	21	solutions	solution	NOUN
economy-6780	90	22	based	base	VERB
economy-6780	90	23	on	on	ADP
economy-6780	90	24	behavioral	behavioral	ADJ
economy-6780	90	25	finance	finance	NOUN
economy-6780	90	26	principles	principle	NOUN
economy-6780	90	27	.	.	PUNCT
economy-6780	91	1	personalized	personalized	ADJ
economy-6780	91	2	recommendations	recommendation	NOUN
economy-6780	91	3	,	,	PUNCT
economy-6780	91	4	automated	automate	VERB
economy-6780	91	5	rebalancing	rebalancing	NOUN
economy-6780	91	6	,	,	PUNCT
economy-6780	91	7	and	and	CCONJ
economy-6780	91	8	ai	ai	AUX
economy-6780	91	9	-	-	PUNCT
economy-6780	91	10	driven	drive	VERB
economy-6780	91	11	financial	financial	ADJ
economy-6780	91	12	coaching	coaching	NOUN
economy-6780	91	13	have	have	AUX
economy-6780	91	14	made	make	VERB
economy-6780	91	15	investing	invest	VERB
economy-6780	91	16	more	more	ADV
economy-6780	91	17	accessible	accessible	ADJ
economy-6780	91	18	,	,	PUNCT
economy-6780	91	19	even	even	ADV
economy-6780	91	20	for	for	ADP
economy-6780	91	21	individuals	individual	NOUN
economy-6780	91	22	with	with	ADP
economy-6780	91	23	limited	limited	ADJ
economy-6780	91	24	financial	financial	ADJ
economy-6780	91	25	literacy	literacy	NOUN
economy-6780	91	26	.	.	PUNCT
economy-6780	92	1	h2	h2	NOUN
economy-6780	92	2	:	:	PUNCT
economy-6780	93	1	innovation	innovation	NOUN
economy-6780	93	2	has	have	VERB
economy-6780	93	3	a	a	DET
economy-6780	93	4	significant	significant	ADJ
economy-6780	93	5	effect	effect	NOUN
economy-6780	93	6	on	on	ADP
economy-6780	93	7	investment	investment	NOUN
economy-6780	93	8	decision	decision	NOUN
economy-6780	93	9	-	-	PUNCT
economy-6780	93	10	making	making	NOUN
economy-6780	93	11	.	.	PUNCT
economy-6780	94	1	2.3	2.3	NUM
economy-6780	94	2	.	.	X
economy-6780	94	3	need	need	NOUN
economy-6780	94	4	for	for	ADP
economy-6780	94	5	achievement	achievement	NOUN
economy-6780	94	6	according	accord	VERB
economy-6780	94	7	to	to	ADP
economy-6780	94	8	mcclelland	mcclelland	PROPN
economy-6780	94	9	(	(	PUNCT
economy-6780	94	10	1961	1961	NUM
economy-6780	94	11	)	)	PUNCT
economy-6780	94	12	individuals	individual	NOUN
economy-6780	94	13	with	with	ADP
economy-6780	94	14	a	a	DET
economy-6780	94	15	high	high	ADJ
economy-6780	94	16	need	need	NOUN
economy-6780	94	17	for	for	ADP
economy-6780	94	18	achievement	achievement	NOUN
economy-6780	94	19	are	be	AUX
economy-6780	94	20	more	more	ADV
economy-6780	94	21	likely	likely	ADJ
economy-6780	94	22	to	to	PART
economy-6780	94	23	set	set	VERB
economy-6780	94	24	ambitious	ambitious	ADJ
economy-6780	94	25	financial	financial	ADJ
economy-6780	94	26	goals	goal	NOUN
economy-6780	94	27	and	and	CCONJ
economy-6780	94	28	seek	seek	VERB
economy-6780	94	29	investment	investment	NOUN
economy-6780	94	30	opportunities	opportunity	NOUN
economy-6780	94	31	that	that	PRON
economy-6780	94	32	align	align	VERB
economy-6780	94	33	with	with	ADP
economy-6780	94	34	their	their	PRON
economy-6780	94	35	aspirations	aspiration	NOUN
economy-6780	94	36	for	for	ADP
economy-6780	94	37	success	success	NOUN
economy-6780	94	38	.	.	PUNCT
economy-6780	95	1	this	this	DET
economy-6780	95	2	psychological	psychological	ADJ
economy-6780	95	3	drive	drive	NOUN
economy-6780	95	4	encourages	encourage	VERB
economy-6780	95	5	investors	investor	NOUN
economy-6780	95	6	to	to	PART
economy-6780	95	7	engage	engage	VERB
economy-6780	95	8	in	in	ADP
economy-6780	95	9	strategic	strategic	ADJ
economy-6780	95	10	decision	decision	NOUN
economy-6780	95	11	-	-	PUNCT
economy-6780	95	12	making	making	NOUN
economy-6780	95	13	,	,	PUNCT
economy-6780	95	14	focusing	focus	VERB
economy-6780	95	15	on	on	ADP
economy-6780	95	16	maximizing	maximize	VERB
economy-6780	95	17	returns	return	NOUN
economy-6780	95	18	and	and	CCONJ
economy-6780	95	19	optimizing	optimize	VERB
economy-6780	95	20	portfolio	portfolio	NOUN
economy-6780	95	21	performance	performance	NOUN
economy-6780	95	22	.	.	PUNCT
economy-6780	96	1	rauch	rauch	PROPN
economy-6780	96	2	and	and	CCONJ
economy-6780	96	3	frese	frese	PROPN
economy-6780	96	4	(	(	PUNCT
economy-6780	96	5	2007	2007	NUM
economy-6780	96	6	)	)	PUNCT
economy-6780	96	7	found	find	VERB
economy-6780	96	8	that	that	SCONJ
economy-6780	96	9	individuals	individual	NOUN
economy-6780	96	10	with	with	ADP
economy-6780	96	11	strong	strong	ADJ
economy-6780	96	12	achievement	achievement	NOUN
economy-6780	96	13	motivation	motivation	NOUN
economy-6780	96	14	demonstrate	demonstrate	VERB
economy-6780	96	15	higher	high	ADJ
economy-6780	96	16	financial	financial	ADJ
economy-6780	96	17	risk	risk	NOUN
economy-6780	96	18	tolerance	tolerance	NOUN
economy-6780	96	19	and	and	CCONJ
economy-6780	96	20	proactive	proactive	ADJ
economy-6780	96	21	investment	investment	NOUN
economy-6780	96	22	behavior	behavior	NOUN
economy-6780	96	23	.	.	PUNCT
economy-6780	97	1	their	their	PRON
economy-6780	97	2	desire	desire	NOUN
economy-6780	97	3	for	for	ADP
economy-6780	97	4	accomplishment	accomplishment	NOUN
economy-6780	97	5	leads	lead	VERB
economy-6780	97	6	them	they	PRON
economy-6780	97	7	to	to	PART
economy-6780	97	8	explore	explore	VERB
economy-6780	97	9	innovative	innovative	ADJ
economy-6780	97	10	investment	investment	NOUN
economy-6780	97	11	strategies	strategy	NOUN
economy-6780	97	12	,	,	PUNCT
economy-6780	97	13	such	such	ADJ
economy-6780	97	14	as	as	ADP
economy-6780	97	15	venture	venture	NOUN
economy-6780	97	16	capital	capital	NOUN
economy-6780	97	17	,	,	PUNCT
economy-6780	97	18	high	high	ADJ
economy-6780	97	19	-	-	PUNCT
economy-6780	97	20	growth	growth	NOUN
economy-6780	97	21	stocks	stock	NOUN
economy-6780	97	22	,	,	PUNCT
economy-6780	97	23	and	and	CCONJ
economy-6780	97	24	alternative	alternative	ADJ
economy-6780	97	25	assets	asset	NOUN
economy-6780	97	26	.	.	PUNCT
economy-6780	98	1	furthermore	furthermore	ADV
economy-6780	98	2	,	,	PUNCT
economy-6780	98	3	barba	barba	NOUN
economy-6780	98	4	-	-	PUNCT
economy-6780	98	5	sánchez	sánchez	PROPN
economy-6780	98	6	and	and	CCONJ
economy-6780	98	7	atienza	atienza	PROPN
economy-6780	98	8	-	-	PUNCT
economy-6780	98	9	sahuquillo	sahuquillo	PROPN
economy-6780	98	10	(	(	PUNCT
economy-6780	98	11	2012	2012	NUM
economy-6780	98	12	)	)	PUNCT
economy-6780	98	13	argued	argue	VERB
economy-6780	98	14	that	that	SCONJ
economy-6780	98	15	need	need	VERB
economy-6780	98	16	for	for	ADP
economy-6780	98	17	achievement	achievement	NOUN
economy-6780	98	18	correlates	correlate	VERB
economy-6780	98	19	with	with	ADP
economy-6780	98	20	entrepreneurial	entrepreneurial	ADJ
economy-6780	98	21	investment	investment	NOUN
economy-6780	98	22	behavior	behavior	NOUN
economy-6780	98	23	,	,	PUNCT
economy-6780	98	24	where	where	SCONJ
economy-6780	98	25	individuals	individual	NOUN
economy-6780	98	26	are	be	AUX
economy-6780	98	27	more	more	ADV
economy-6780	98	28	inclined	inclined	ADJ
economy-6780	98	29	to	to	PART
economy-6780	98	30	invest	invest	VERB
economy-6780	98	31	in	in	ADP
economy-6780	98	32	businesses	business	NOUN
economy-6780	98	33	or	or	CCONJ
economy-6780	98	34	startups	startup	NOUN
economy-6780	98	35	with	with	ADP
economy-6780	98	36	high	high	ADJ
economy-6780	98	37	-	-	PUNCT
economy-6780	98	38	growth	growth	NOUN
economy-6780	98	39	potential	potential	NOUN
economy-6780	98	40	.	.	PUNCT
economy-6780	99	1	these	these	DET
economy-6780	99	2	investors	investor	NOUN
economy-6780	99	3	often	often	ADV
economy-6780	99	4	exhibit	exhibit	VERB
economy-6780	99	5	long	long	ADJ
economy-6780	99	6	-	-	PUNCT
economy-6780	99	7	term	term	NOUN
economy-6780	99	8	commitment	commitment	NOUN
economy-6780	99	9	and	and	CCONJ
economy-6780	99	10	strategic	strategic	ADJ
economy-6780	99	11	patience	patience	NOUN
economy-6780	99	12	,	,	PUNCT
economy-6780	99	13	allowing	allow	VERB
economy-6780	99	14	them	they	PRON
economy-6780	99	15	to	to	PART
economy-6780	99	16	withstand	withstand	VERB
economy-6780	99	17	short	short	ADJ
economy-6780	99	18	-	-	PUNCT
economy-6780	99	19	term	term	NOUN
economy-6780	99	20	market	market	NOUN
economy-6780	99	21	fluctuations	fluctuation	NOUN
economy-6780	99	22	.	.	PUNCT
economy-6780	100	1	zhao	zhao	PROPN
economy-6780	100	2	,	,	PUNCT
economy-6780	100	3	seibert	seibert	PROPN
economy-6780	100	4	,	,	PUNCT
economy-6780	100	5	and	and	CCONJ
economy-6780	100	6	hills	hill	NOUN
economy-6780	100	7	(	(	PUNCT
economy-6780	100	8	2005	2005	NUM
economy-6780	100	9	)	)	PUNCT
economy-6780	100	10	also	also	ADV
economy-6780	100	11	found	find	VERB
economy-6780	100	12	that	that	SCONJ
economy-6780	100	13	achievement	achievement	NOUN
economy-6780	100	14	-	-	PUNCT
economy-6780	100	15	oriented	orient	VERB
economy-6780	100	16	investors	investor	NOUN
economy-6780	100	17	tend	tend	VERB
economy-6780	100	18	to	to	PART
economy-6780	100	19	leverage	leverage	VERB
economy-6780	100	20	financial	financial	ADJ
economy-6780	100	21	knowledge	knowledge	NOUN
economy-6780	100	22	and	and	CCONJ
economy-6780	100	23	analytical	analytical	ADJ
economy-6780	100	24	skills	skill	NOUN
economy-6780	100	25	to	to	PART
economy-6780	100	26	make	make	VERB
economy-6780	100	27	informed	informed	ADJ
economy-6780	100	28	decisions	decision	NOUN
economy-6780	100	29	,	,	PUNCT
economy-6780	100	30	reducing	reduce	VERB
economy-6780	100	31	the	the	DET
economy-6780	100	32	impact	impact	NOUN
economy-6780	100	33	of	of	ADP
economy-6780	100	34	emotional	emotional	ADJ
economy-6780	100	35	biases	bias	NOUN
economy-6780	100	36	.	.	PUNCT
economy-6780	101	1	their	their	PRON
economy-6780	101	2	structured	structured	ADJ
economy-6780	101	3	approach	approach	NOUN
economy-6780	101	4	to	to	ADP
economy-6780	101	5	investing	investing	NOUN
economy-6780	101	6	contributes	contribute	VERB
economy-6780	101	7	to	to	ADP
economy-6780	101	8	more	more	ADV
economy-6780	101	9	sustainable	sustainable	ADJ
economy-6780	101	10	financial	financial	ADJ
economy-6780	101	11	growth	growth	NOUN
economy-6780	101	12	and	and	CCONJ
economy-6780	101	13	portfolio	portfolio	NOUN
economy-6780	101	14	diversification	diversification	NOUN
economy-6780	101	15	.	.	PUNCT
economy-6780	102	1	h3	h3	NOUN
economy-6780	102	2	:	:	PUNCT
economy-6780	102	3	need	need	VERB
economy-6780	102	4	for	for	ADP
economy-6780	102	5	achievement	achievement	NOUN
economy-6780	102	6	has	have	VERB
economy-6780	102	7	a	a	DET
economy-6780	102	8	significant	significant	ADJ
economy-6780	102	9	effect	effect	NOUN
economy-6780	102	10	on	on	ADP
economy-6780	102	11	investment	investment	NOUN
economy-6780	102	12	decision	decision	NOUN
economy-6780	102	13	-	-	PUNCT
economy-6780	102	14	making	making	NOUN
economy-6780	102	15	.	.	PUNCT
economy-6780	103	1	2.4	2.4	NUM
economy-6780	103	2	.	.	PUNCT
economy-6780	104	1	risk	risk	NOUN
economy-6780	104	2	taking	take	VERB
economy-6780	104	3	investment	investment	NOUN
economy-6780	104	4	decisions	decision	NOUN
economy-6780	104	5	inherently	inherently	ADV
economy-6780	104	6	involve	involve	VERB
economy-6780	104	7	risk	risk	NOUN
economy-6780	104	8	,	,	PUNCT
economy-6780	104	9	and	and	CCONJ
economy-6780	104	10	individuals	individual	NOUN
economy-6780	104	11	with	with	ADP
economy-6780	104	12	a	a	DET
economy-6780	104	13	higher	high	ADJ
economy-6780	104	14	risk	risk	NOUN
economy-6780	104	15	tolerance	tolerance	NOUN
economy-6780	104	16	tend	tend	VERB
economy-6780	104	17	to	to	PART
economy-6780	104	18	engage	engage	VERB
economy-6780	104	19	in	in	ADP
economy-6780	104	20	more	more	ADV
economy-6780	104	21	diversified	diversified	ADJ
economy-6780	104	22	and	and	CCONJ
economy-6780	104	23	aggressive	aggressive	ADJ
economy-6780	104	24	investment	investment	NOUN
economy-6780	104	25	strategies	strategy	NOUN
economy-6780	104	26	(	(	PUNCT
economy-6780	104	27	kahneman	kahneman	PROPN
economy-6780	104	28	&	&	CCONJ
economy-6780	104	29	tversky	tversky	PROPN
economy-6780	104	30	,	,	PUNCT
economy-6780	104	31	1979	1979	NUM
economy-6780	104	32	)	)	PUNCT
economy-6780	104	33	.	.	PUNCT
economy-6780	105	1	the	the	DET
economy-6780	105	2	prospect	prospect	PROPN
economy-6780	105	3	theory	theory	NOUN
economy-6780	105	4	suggests	suggest	VERB
economy-6780	105	5	that	that	SCONJ
economy-6780	105	6	risk	risk	NOUN
economy-6780	105	7	-	-	PUNCT
economy-6780	105	8	taking	take	VERB
economy-6780	105	9	behavior	behavior	NOUN
economy-6780	105	10	is	be	AUX
economy-6780	105	11	influenced	influence	VERB
economy-6780	105	12	by	by	ADP
economy-6780	105	13	how	how	SCONJ
economy-6780	105	14	investors	investor	NOUN
economy-6780	105	15	perceive	perceive	VERB
economy-6780	105	16	potential	potential	ADJ
economy-6780	105	17	gains	gain	NOUN
economy-6780	105	18	and	and	CCONJ
economy-6780	105	19	losses	loss	NOUN
economy-6780	105	20	,	,	PUNCT
economy-6780	105	21	with	with	ADP
economy-6780	105	22	riskseeking	riskseeke	VERB
economy-6780	105	23	individuals	individual	NOUN
economy-6780	105	24	more	more	ADV
economy-6780	105	25	likely	likely	ADJ
economy-6780	105	26	to	to	PART
economy-6780	105	27	invest	invest	VERB
economy-6780	105	28	in	in	ADP
economy-6780	105	29	volatile	volatile	ADJ
economy-6780	105	30	assets	asset	NOUN
economy-6780	105	31	such	such	ADJ
economy-6780	105	32	as	as	ADP
economy-6780	105	33	stocks	stock	NOUN
economy-6780	105	34	,	,	PUNCT
economy-6780	105	35	cryptocurrencies	cryptocurrencie	NOUN
economy-6780	105	36	,	,	PUNCT
economy-6780	105	37	and	and	CCONJ
economy-6780	105	38	derivatives	derivative	NOUN
economy-6780	105	39	.	.	PUNCT
economy-6780	106	1	blais	blais	PROPN
economy-6780	106	2	and	and	CCONJ
economy-6780	106	3	weber	weber	PROPN
economy-6780	106	4	(	(	PUNCT
economy-6780	106	5	2006	2006	NUM
economy-6780	106	6	)	)	PUNCT
economy-6780	106	7	emphasized	emphasize	VERB
economy-6780	106	8	that	that	SCONJ
economy-6780	106	9	risk	risk	NOUN
economy-6780	106	10	-	-	PUNCT
economy-6780	106	11	taking	take	VERB
economy-6780	106	12	behavior	behavior	NOUN
economy-6780	106	13	is	be	AUX
economy-6780	106	14	shaped	shape	VERB
economy-6780	106	15	by	by	ADP
economy-6780	106	16	both	both	CCONJ
economy-6780	106	17	cognitive	cognitive	ADJ
economy-6780	106	18	and	and	CCONJ
economy-6780	106	19	emotional	emotional	ADJ
economy-6780	106	20	factors	factor	NOUN
economy-6780	106	21	,	,	PUNCT
economy-6780	106	22	including	include	VERB
economy-6780	106	23	past	past	ADJ
economy-6780	106	24	investment	investment	NOUN
economy-6780	106	25	experiences	experience	NOUN
economy-6780	106	26	,	,	PUNCT
economy-6780	106	27	financial	financial	ADJ
economy-6780	106	28	literacy	literacy	NOUN
economy-6780	106	29	,	,	PUNCT
economy-6780	106	30	and	and	CCONJ
economy-6780	106	31	market	market	NOUN
economy-6780	106	32	confidence	confidence	NOUN
economy-6780	106	33	.	.	PUNCT
economy-6780	107	1	investors	investor	NOUN
economy-6780	107	2	with	with	ADP
economy-6780	107	3	a	a	DET
economy-6780	107	4	high	high	ADJ
economy-6780	107	5	-	-	PUNCT
economy-6780	107	6	risk	risk	NOUN
economy-6780	107	7	appetite	appetite	NOUN
economy-6780	107	8	are	be	AUX
economy-6780	107	9	more	more	ADV
economy-6780	107	10	willing	willing	ADJ
economy-6780	107	11	to	to	PART
economy-6780	107	12	explore	explore	VERB
economy-6780	107	13	emerging	emerge	VERB
economy-6780	107	14	markets	market	NOUN
economy-6780	107	15	,	,	PUNCT
economy-6780	107	16	new	new	ADJ
economy-6780	107	17	asset	asset	NOUN
economy-6780	107	18	classes	class	NOUN
economy-6780	107	19	,	,	PUNCT
economy-6780	107	20	and	and	CCONJ
economy-6780	107	21	innovative	innovative	ADJ
economy-6780	107	22	financial	financial	ADJ
economy-6780	107	23	instruments	instrument	NOUN
economy-6780	107	24	.	.	PUNCT
economy-6780	108	1	furthermore	furthermore	ADV
economy-6780	108	2	,	,	PUNCT
economy-6780	108	3	grinblatt	grinblatt	NOUN
economy-6780	108	4	and	and	CCONJ
economy-6780	108	5	keloharju	keloharju	NOUN
economy-6780	108	6	(	(	PUNCT
economy-6780	108	7	2009	2009	NUM
economy-6780	108	8	)	)	PUNCT
economy-6780	108	9	found	find	VERB
economy-6780	108	10	that	that	SCONJ
economy-6780	108	11	personality	personality	NOUN
economy-6780	108	12	traits	trait	NOUN
economy-6780	108	13	,	,	PUNCT
economy-6780	108	14	such	such	ADJ
economy-6780	108	15	as	as	ADP
economy-6780	108	16	overconfidence	overconfidence	NOUN
economy-6780	108	17	and	and	CCONJ
economy-6780	108	18	optimism	optimism	NOUN
economy-6780	108	19	,	,	PUNCT
economy-6780	108	20	significantly	significantly	ADV
economy-6780	108	21	influence	influence	VERB
economy-6780	108	22	risk	risk	NOUN
economy-6780	108	23	-	-	PUNCT
economy-6780	108	24	taking	take	VERB
economy-6780	108	25	behavior	behavior	NOUN
economy-6780	108	26	in	in	ADP
economy-6780	108	27	financial	financial	ADJ
economy-6780	108	28	decisions	decision	NOUN
economy-6780	108	29	.	.	PUNCT
economy-6780	109	1	investors	investor	NOUN
economy-6780	109	2	who	who	PRON
economy-6780	109	3	perceive	perceive	VERB
economy-6780	109	4	themselves	themselves	PRON
economy-6780	109	5	as	as	ADP
economy-6780	109	6	economy	economy	NOUN
economy-6780	109	7	,	,	PUNCT
economy-6780	109	8	2025	2025	NUM
economy-6780	109	9	,	,	PUNCT
economy-6780	109	10	12(2	12(2	NUM
economy-6780	109	11	):	):	PUNCT
economy-6780	109	12	51	51	NUM
economy-6780	109	13	-	-	SYM
economy-6780	109	14	59	59	NUM
economy-6780	109	15	54	54	NUM
economy-6780	109	16	©	©	PROPN
economy-6780	109	17	2025	2025	NUM
economy-6780	109	18	by	by	ADP
economy-6780	109	19	the	the	DET
economy-6780	109	20	authors	author	NOUN
economy-6780	109	21	;	;	PUNCT
economy-6780	109	22	licensee	licensee	PROPN
economy-6780	109	23	asian	asian	ADJ
economy-6780	109	24	online	online	PROPN
economy-6780	109	25	journal	journal	PROPN
economy-6780	109	26	publishing	publishing	NOUN
economy-6780	109	27	group	group	NOUN
economy-6780	109	28	financially	financially	ADV
economy-6780	109	29	competent	competent	ADJ
economy-6780	109	30	are	be	AUX
economy-6780	109	31	more	more	ADV
economy-6780	109	32	likely	likely	ADJ
economy-6780	109	33	to	to	PART
economy-6780	109	34	take	take	VERB
economy-6780	109	35	risks	risk	NOUN
economy-6780	109	36	,	,	PUNCT
economy-6780	109	37	believing	believe	VERB
economy-6780	109	38	they	they	PRON
economy-6780	109	39	can	can	AUX
economy-6780	109	40	outperform	outperform	VERB
economy-6780	109	41	the	the	DET
economy-6780	109	42	market	market	NOUN
economy-6780	109	43	through	through	ADP
economy-6780	109	44	informed	informed	ADJ
economy-6780	109	45	decision	decision	NOUN
economy-6780	109	46	-	-	PUNCT
economy-6780	109	47	making	making	NOUN
economy-6780	109	48	.	.	PUNCT
economy-6780	110	1	additionally	additionally	ADV
economy-6780	110	2	,	,	PUNCT
economy-6780	110	3	panno	panno	NOUN
economy-6780	110	4	(	(	PUNCT
economy-6780	110	5	2019	2019	NUM
economy-6780	110	6	)	)	PUNCT
economy-6780	110	7	found	find	VERB
economy-6780	110	8	that	that	SCONJ
economy-6780	110	9	risk	risk	NOUN
economy-6780	110	10	-	-	PUNCT
economy-6780	110	11	taking	taking	NOUN
economy-6780	110	12	is	be	AUX
economy-6780	110	13	positively	positively	ADV
economy-6780	110	14	correlated	correlate	VERB
economy-6780	110	15	with	with	ADP
economy-6780	110	16	investment	investment	NOUN
economy-6780	110	17	success	success	NOUN
economy-6780	110	18	when	when	SCONJ
economy-6780	110	19	paired	pair	VERB
economy-6780	110	20	with	with	ADP
economy-6780	110	21	financial	financial	ADJ
economy-6780	110	22	knowledge	knowledge	NOUN
economy-6780	110	23	and	and	CCONJ
economy-6780	110	24	analytical	analytical	ADJ
economy-6780	110	25	decision	decision	NOUN
economy-6780	110	26	-	-	PUNCT
economy-6780	110	27	making	making	NOUN
economy-6780	110	28	skills	skill	NOUN
economy-6780	110	29	.	.	PUNCT
economy-6780	111	1	well	well	ADV
economy-6780	111	2	-	-	PUNCT
economy-6780	111	3	informed	inform	VERB
economy-6780	111	4	risk	risk	NOUN
economy-6780	111	5	-	-	PUNCT
economy-6780	111	6	takers	taker	NOUN
economy-6780	111	7	benefit	benefit	VERB
economy-6780	111	8	from	from	ADP
economy-6780	111	9	higher	high	ADJ
economy-6780	111	10	returns	return	NOUN
economy-6780	111	11	and	and	CCONJ
economy-6780	111	12	portfolio	portfolio	NOUN
economy-6780	111	13	growth	growth	NOUN
economy-6780	111	14	over	over	ADP
economy-6780	111	15	time	time	NOUN
economy-6780	111	16	.	.	PUNCT
economy-6780	112	1	h4	h4	NOUN
economy-6780	112	2	:	:	PUNCT
economy-6780	112	3	risk	risk	NOUN
economy-6780	112	4	-	-	PUNCT
economy-6780	112	5	taking	taking	NOUN
economy-6780	112	6	has	have	VERB
economy-6780	112	7	a	a	DET
economy-6780	112	8	significant	significant	ADJ
economy-6780	112	9	effect	effect	NOUN
economy-6780	112	10	on	on	ADP
economy-6780	112	11	investment	investment	NOUN
economy-6780	112	12	decision	decision	NOUN
economy-6780	112	13	-	-	PUNCT
economy-6780	112	14	making	making	NOUN
economy-6780	112	15	.	.	PUNCT
economy-6780	113	1	2.5	2.5	NUM
economy-6780	113	2	.	.	PUNCT
economy-6780	114	1	investment	investment	NOUN
economy-6780	114	2	decision	decision	NOUN
economy-6780	114	3	according	accord	VERB
economy-6780	114	4	to	to	ADP
economy-6780	114	5	arndt	arndt	PROPN
economy-6780	114	6	(	(	PUNCT
economy-6780	114	7	1967	1967	NUM
economy-6780	114	8	)	)	PUNCT
economy-6780	114	9	positive	positive	ADJ
economy-6780	114	10	word	word	NOUN
economy-6780	114	11	of	of	ADP
economy-6780	114	12	mouth	mouth	NOUN
economy-6780	114	13	(	(	PUNCT
economy-6780	114	14	wom	wom	PROPN
economy-6780	114	15	)	)	PUNCT
economy-6780	114	16	is	be	AUX
economy-6780	114	17	one	one	NUM
economy-6780	114	18	of	of	ADP
economy-6780	114	19	the	the	DET
economy-6780	114	20	most	most	ADV
economy-6780	114	21	influential	influential	ADJ
economy-6780	114	22	factors	factor	NOUN
economy-6780	114	23	in	in	ADP
economy-6780	114	24	financial	financial	ADJ
economy-6780	114	25	decision	decision	NOUN
economy-6780	114	26	-	-	PUNCT
economy-6780	114	27	making	making	NOUN
economy-6780	114	28	.	.	PUNCT
economy-6780	115	1	investors	investor	NOUN
economy-6780	115	2	who	who	PRON
economy-6780	115	3	have	have	VERB
economy-6780	115	4	positive	positive	ADJ
economy-6780	115	5	experiences	experience	NOUN
economy-6780	115	6	with	with	ADP
economy-6780	115	7	financial	financial	ADJ
economy-6780	115	8	products	product	NOUN
economy-6780	115	9	or	or	CCONJ
economy-6780	115	10	services	service	NOUN
economy-6780	115	11	are	be	AUX
economy-6780	115	12	more	more	ADV
economy-6780	115	13	likely	likely	ADJ
economy-6780	115	14	to	to	PART
economy-6780	115	15	share	share	VERB
economy-6780	115	16	their	their	PRON
economy-6780	115	17	insights	insight	NOUN
economy-6780	115	18	with	with	ADP
economy-6780	115	19	peers	peer	NOUN
economy-6780	115	20	,	,	PUNCT
economy-6780	115	21	influencing	influence	VERB
economy-6780	115	22	the	the	DET
economy-6780	115	23	investment	investment	NOUN
economy-6780	115	24	behavior	behavior	NOUN
economy-6780	115	25	of	of	ADP
economy-6780	115	26	others	other	NOUN
economy-6780	115	27	.	.	PUNCT
economy-6780	116	1	bughin	bughin	PROPN
economy-6780	116	2	,	,	PUNCT
economy-6780	116	3	doogan	doogan	ADJ
economy-6780	116	4	,	,	PUNCT
economy-6780	116	5	and	and	CCONJ
economy-6780	116	6	vetvik	vetvik	NOUN
economy-6780	116	7	(	(	PUNCT
economy-6780	116	8	2010	2010	NUM
economy-6780	116	9	)	)	PUNCT
economy-6780	116	10	found	find	VERB
economy-6780	116	11	that	that	SCONJ
economy-6780	116	12	peer	peer	NOUN
economy-6780	116	13	recommendations	recommendation	NOUN
economy-6780	116	14	and	and	CCONJ
economy-6780	116	15	social	social	ADJ
economy-6780	116	16	influence	influence	NOUN
economy-6780	116	17	play	play	VERB
economy-6780	116	18	a	a	DET
economy-6780	116	19	crucial	crucial	ADJ
economy-6780	116	20	role	role	NOUN
economy-6780	116	21	in	in	ADP
economy-6780	116	22	investment	investment	NOUN
economy-6780	116	23	decisions	decision	NOUN
economy-6780	116	24	,	,	PUNCT
economy-6780	116	25	particularly	particularly	ADV
economy-6780	116	26	in	in	ADP
economy-6780	116	27	financial	financial	ADJ
economy-6780	116	28	markets	market	NOUN
economy-6780	116	29	where	where	SCONJ
economy-6780	116	30	uncertainty	uncertainty	NOUN
economy-6780	116	31	is	be	AUX
economy-6780	116	32	high	high	ADJ
economy-6780	116	33	.	.	PUNCT
economy-6780	117	1	positive	positive	ADJ
economy-6780	117	2	wom	wom	NOUN
economy-6780	117	3	creates	create	VERB
economy-6780	117	4	trust	trust	NOUN
economy-6780	117	5	and	and	CCONJ
economy-6780	117	6	credibility	credibility	NOUN
economy-6780	117	7	,	,	PUNCT
economy-6780	117	8	encouraging	encourage	VERB
economy-6780	117	9	more	more	ADJ
economy-6780	117	10	individuals	individual	NOUN
economy-6780	117	11	to	to	PART
economy-6780	117	12	participate	participate	VERB
economy-6780	117	13	in	in	ADP
economy-6780	117	14	investment	investment	NOUN
economy-6780	117	15	activities	activity	NOUN
economy-6780	117	16	.	.	PUNCT
economy-6780	118	1	furthermore	furthermore	ADV
economy-6780	118	2	,	,	PUNCT
economy-6780	118	3	east	east	ADJ
economy-6780	118	4	,	,	PUNCT
economy-6780	118	5	hammond	hammond	PROPN
economy-6780	118	6	,	,	PUNCT
economy-6780	118	7	and	and	CCONJ
economy-6780	118	8	lomax	lomax	PROPN
economy-6780	118	9	(	(	PUNCT
economy-6780	118	10	2008	2008	NUM
economy-6780	118	11	)	)	PUNCT
economy-6780	118	12	argued	argue	VERB
economy-6780	118	13	that	that	SCONJ
economy-6780	118	14	investors	investor	NOUN
economy-6780	118	15	who	who	PRON
economy-6780	118	16	achieve	achieve	VERB
economy-6780	118	17	significant	significant	ADJ
economy-6780	118	18	financial	financial	ADJ
economy-6780	118	19	gains	gain	NOUN
economy-6780	118	20	are	be	AUX
economy-6780	118	21	more	more	ADV
economy-6780	118	22	inclined	inclined	ADJ
economy-6780	118	23	to	to	PART
economy-6780	118	24	share	share	VERB
economy-6780	118	25	their	their	PRON
economy-6780	118	26	success	success	NOUN
economy-6780	118	27	stories	story	NOUN
economy-6780	118	28	,	,	PUNCT
economy-6780	118	29	leading	lead	VERB
economy-6780	118	30	to	to	ADP
economy-6780	118	31	greater	great	ADJ
economy-6780	118	32	adoption	adoption	NOUN
economy-6780	118	33	of	of	ADP
economy-6780	118	34	investment	investment	NOUN
economy-6780	118	35	platforms	platform	NOUN
economy-6780	118	36	,	,	PUNCT
economy-6780	118	37	financial	financial	ADJ
economy-6780	118	38	products	product	NOUN
economy-6780	118	39	,	,	PUNCT
economy-6780	118	40	and	and	CCONJ
economy-6780	118	41	trading	trading	NOUN
economy-6780	118	42	strategies	strategy	NOUN
economy-6780	118	43	.	.	PUNCT
economy-6780	119	1	this	this	DET
economy-6780	119	2	social	social	ADJ
economy-6780	119	3	validation	validation	NOUN
economy-6780	119	4	effect	effect	NOUN
economy-6780	119	5	reinforces	reinforce	VERB
economy-6780	119	6	market	market	NOUN
economy-6780	119	7	participation	participation	NOUN
economy-6780	119	8	and	and	CCONJ
economy-6780	119	9	investor	investor	NOUN
economy-6780	119	10	confidence	confidence	NOUN
economy-6780	119	11	.	.	PUNCT
economy-6780	120	1	berger	berger	PROPN
economy-6780	120	2	and	and	CCONJ
economy-6780	120	3	milkman	milkman	PROPN
economy-6780	120	4	(	(	PUNCT
economy-6780	120	5	2012	2012	NUM
economy-6780	120	6	)	)	PUNCT
economy-6780	120	7	emphasized	emphasize	VERB
economy-6780	120	8	that	that	SCONJ
economy-6780	120	9	investments	investment	NOUN
economy-6780	120	10	with	with	ADP
economy-6780	120	11	high	high	ADJ
economy-6780	120	12	perceived	perceive	VERB
economy-6780	120	13	value	value	NOUN
economy-6780	120	14	generate	generate	VERB
economy-6780	120	15	more	more	ADJ
economy-6780	120	16	wom	wom	NOUN
economy-6780	120	17	,	,	PUNCT
economy-6780	120	18	as	as	SCONJ
economy-6780	120	19	investors	investor	NOUN
economy-6780	120	20	are	be	AUX
economy-6780	120	21	eager	eager	ADJ
economy-6780	120	22	to	to	PART
economy-6780	120	23	discuss	discuss	VERB
economy-6780	120	24	profitable	profitable	ADJ
economy-6780	120	25	ventures	venture	NOUN
economy-6780	120	26	and	and	CCONJ
economy-6780	120	27	strategies	strategy	NOUN
economy-6780	120	28	.	.	PUNCT
economy-6780	121	1	additionally	additionally	ADV
economy-6780	121	2	,	,	PUNCT
economy-6780	121	3	investment	investment	NOUN
economy-6780	121	4	firms	firm	NOUN
economy-6780	121	5	and	and	CCONJ
economy-6780	121	6	financial	financial	ADJ
economy-6780	121	7	service	service	NOUN
economy-6780	121	8	providers	provider	NOUN
economy-6780	121	9	benefit	benefit	VERB
economy-6780	121	10	from	from	ADP
economy-6780	121	11	customer	customer	NOUN
economy-6780	121	12	advocacy	advocacy	NOUN
economy-6780	121	13	,	,	PUNCT
economy-6780	121	14	where	where	SCONJ
economy-6780	121	15	satisfied	satisfied	ADJ
economy-6780	121	16	investors	investor	NOUN
economy-6780	121	17	actively	actively	ADV
economy-6780	121	18	promote	promote	VERB
economy-6780	121	19	their	their	PRON
economy-6780	121	20	services	service	NOUN
economy-6780	121	21	.	.	PUNCT
economy-6780	122	1	h5	h5	NOUN
economy-6780	122	2	:	:	PUNCT
economy-6780	122	3	investment	investment	NOUN
economy-6780	122	4	decisions	decision	NOUN
economy-6780	122	5	have	have	VERB
economy-6780	122	6	a	a	DET
economy-6780	122	7	significant	significant	ADJ
economy-6780	122	8	effect	effect	NOUN
economy-6780	122	9	on	on	ADP
economy-6780	122	10	positive	positive	ADJ
economy-6780	122	11	word	word	NOUN
economy-6780	122	12	of	of	ADP
economy-6780	122	13	mouth	mouth	NOUN
economy-6780	122	14	.	.	PUNCT
economy-6780	123	1	2.6	2.6	NUM
economy-6780	123	2	.	.	PUNCT
economy-6780	123	3	positive	positive	ADJ
economy-6780	123	4	word	word	NOUN
economy-6780	123	5	of	of	ADP
economy-6780	123	6	mouth	mouth	NOUN
economy-6780	123	7	positive	positive	ADJ
economy-6780	123	8	word	word	NOUN
economy-6780	123	9	of	of	ADP
economy-6780	123	10	mouth	mouth	NOUN
economy-6780	123	11	(	(	PUNCT
economy-6780	123	12	wom	wom	PROPN
economy-6780	123	13	)	)	PUNCT
economy-6780	123	14	plays	play	VERB
economy-6780	123	15	a	a	DET
economy-6780	123	16	significant	significant	ADJ
economy-6780	123	17	role	role	NOUN
economy-6780	123	18	in	in	ADP
economy-6780	123	19	shaping	shape	VERB
economy-6780	123	20	investment	investment	NOUN
economy-6780	123	21	decisions	decision	NOUN
economy-6780	123	22	by	by	ADP
economy-6780	123	23	influencing	influence	VERB
economy-6780	123	24	investor	investor	NOUN
economy-6780	123	25	perceptions	perception	NOUN
economy-6780	123	26	,	,	PUNCT
economy-6780	123	27	trust	trust	NOUN
economy-6780	123	28	,	,	PUNCT
economy-6780	123	29	and	and	CCONJ
economy-6780	123	30	market	market	NOUN
economy-6780	123	31	participation	participation	NOUN
economy-6780	123	32	.	.	PUNCT
economy-6780	124	1	one	one	NUM
economy-6780	124	2	relevant	relevant	ADJ
economy-6780	124	3	theory	theory	NOUN
economy-6780	124	4	is	be	AUX
economy-6780	124	5	the	the	DET
economy-6780	124	6	diffusion	diffusion	NOUN
economy-6780	124	7	of	of	ADP
economy-6780	124	8	innovation	innovation	NOUN
economy-6780	124	9	theory	theory	NOUN
economy-6780	124	10	rogers	rogers	PROPN
economy-6780	124	11	(	(	PUNCT
economy-6780	124	12	1962	1962	NUM
economy-6780	124	13	)	)	PUNCT
economy-6780	124	14	which	which	PRON
economy-6780	124	15	explains	explain	VERB
economy-6780	124	16	how	how	SCONJ
economy-6780	124	17	new	new	ADJ
economy-6780	124	18	financial	financial	ADJ
economy-6780	124	19	products	product	NOUN
economy-6780	124	20	or	or	CCONJ
economy-6780	124	21	investment	investment	NOUN
economy-6780	124	22	strategies	strategy	NOUN
economy-6780	124	23	spread	spread	VERB
economy-6780	124	24	through	through	ADP
economy-6780	124	25	social	social	ADJ
economy-6780	124	26	networks	network	NOUN
economy-6780	124	27	.	.	PUNCT
economy-6780	125	1	investors	investor	NOUN
economy-6780	125	2	who	who	PRON
economy-6780	125	3	successfully	successfully	ADV
economy-6780	125	4	adopt	adopt	VERB
economy-6780	125	5	innovative	innovative	ADJ
economy-6780	125	6	investment	investment	NOUN
economy-6780	125	7	tools	tool	NOUN
economy-6780	125	8	,	,	PUNCT
economy-6780	125	9	such	such	ADJ
economy-6780	125	10	as	as	ADP
economy-6780	125	11	robo	robo	NOUN
economy-6780	125	12	-	-	PUNCT
economy-6780	125	13	advisors	advisor	NOUN
economy-6780	125	14	or	or	CCONJ
economy-6780	125	15	exchange	exchange	NOUN
economy-6780	125	16	-	-	PUNCT
economy-6780	125	17	traded	trade	VERB
economy-6780	125	18	funds	fund	NOUN
economy-6780	125	19	(	(	PUNCT
economy-6780	125	20	etfs	etfs	PROPN
economy-6780	125	21	)	)	PUNCT
economy-6780	125	22	,	,	PUNCT
economy-6780	125	23	tend	tend	VERB
economy-6780	125	24	to	to	PART
economy-6780	125	25	share	share	VERB
economy-6780	125	26	their	their	PRON
economy-6780	125	27	positive	positive	ADJ
economy-6780	125	28	experiences	experience	NOUN
economy-6780	125	29	,	,	PUNCT
economy-6780	125	30	encouraging	encourage	VERB
economy-6780	125	31	wider	wide	ADJ
economy-6780	125	32	adoption	adoption	NOUN
economy-6780	125	33	.	.	PUNCT
economy-6780	126	1	additionally	additionally	ADV
economy-6780	126	2	,	,	PUNCT
economy-6780	126	3	the	the	DET
economy-6780	126	4	social	social	ADJ
economy-6780	126	5	influence	influence	NOUN
economy-6780	126	6	theory	theory	NOUN
economy-6780	126	7	kelman	kelman	NOUN
economy-6780	126	8	(	(	PUNCT
economy-6780	126	9	1958	1958	NUM
economy-6780	126	10	)	)	PUNCT
economy-6780	126	11	suggests	suggest	VERB
economy-6780	126	12	that	that	SCONJ
economy-6780	126	13	investors	investor	NOUN
economy-6780	126	14	rely	rely	VERB
economy-6780	126	15	on	on	ADP
economy-6780	126	16	social	social	ADJ
economy-6780	126	17	validation	validation	NOUN
economy-6780	126	18	from	from	ADP
economy-6780	126	19	peers	peer	NOUN
economy-6780	126	20	or	or	CCONJ
economy-6780	126	21	financial	financial	ADJ
economy-6780	126	22	experts	expert	NOUN
economy-6780	126	23	when	when	SCONJ
economy-6780	126	24	making	make	VERB
economy-6780	126	25	investment	investment	NOUN
economy-6780	126	26	decisions	decision	NOUN
economy-6780	126	27	.	.	PUNCT
economy-6780	127	1	positive	positive	ADJ
economy-6780	127	2	recommendations	recommendation	NOUN
economy-6780	127	3	from	from	ADP
economy-6780	127	4	trusted	trust	VERB
economy-6780	127	5	individuals	individual	NOUN
economy-6780	127	6	or	or	CCONJ
economy-6780	127	7	communities	community	NOUN
economy-6780	127	8	enhance	enhance	VERB
economy-6780	127	9	credibility	credibility	NOUN
economy-6780	127	10	and	and	CCONJ
economy-6780	127	11	persuade	persuade	VERB
economy-6780	127	12	others	other	NOUN
economy-6780	127	13	to	to	PART
economy-6780	127	14	invest	invest	VERB
economy-6780	127	15	in	in	ADP
economy-6780	127	16	similar	similar	ADJ
economy-6780	127	17	assets	asset	NOUN
economy-6780	127	18	.	.	PUNCT
economy-6780	128	1	the	the	DET
economy-6780	128	2	signaling	signal	VERB
economy-6780	128	3	theory	theory	NOUN
economy-6780	128	4	shefrin	shefrin	NOUN
economy-6780	128	5	and	and	CCONJ
economy-6780	128	6	statman	statman	NOUN
economy-6780	128	7	(	(	PUNCT
economy-6780	128	8	2000	2000	NUM
economy-6780	128	9	)	)	PUNCT
economy-6780	128	10	also	also	ADV
economy-6780	128	11	plays	play	VERB
economy-6780	128	12	a	a	DET
economy-6780	128	13	crucial	crucial	ADJ
economy-6780	128	14	role	role	NOUN
economy-6780	128	15	in	in	ADP
economy-6780	128	16	investment	investment	NOUN
economy-6780	128	17	-	-	PUNCT
economy-6780	128	18	related	relate	VERB
economy-6780	128	19	wom	wom	NOUN
economy-6780	128	20	,	,	PUNCT
economy-6780	128	21	as	as	SCONJ
economy-6780	128	22	successful	successful	ADJ
economy-6780	128	23	investors	investor	NOUN
economy-6780	128	24	act	act	VERB
economy-6780	128	25	as	as	ADP
economy-6780	128	26	signals	signal	NOUN
economy-6780	128	27	of	of	ADP
economy-6780	128	28	financial	financial	ADJ
economy-6780	128	29	credibility	credibility	NOUN
economy-6780	128	30	.	.	PUNCT
economy-6780	129	1	when	when	SCONJ
economy-6780	129	2	individuals	individual	NOUN
economy-6780	129	3	share	share	VERB
economy-6780	129	4	their	their	PRON
economy-6780	129	5	positive	positive	ADJ
economy-6780	129	6	investment	investment	NOUN
economy-6780	129	7	experiences	experience	NOUN
economy-6780	129	8	,	,	PUNCT
economy-6780	129	9	they	they	PRON
economy-6780	129	10	unintentionally	unintentionally	ADV
economy-6780	129	11	provide	provide	VERB
economy-6780	129	12	signals	signal	NOUN
economy-6780	129	13	to	to	ADP
economy-6780	129	14	others	other	NOUN
economy-6780	129	15	about	about	ADP
economy-6780	129	16	the	the	DET
economy-6780	129	17	reliability	reliability	NOUN
economy-6780	129	18	and	and	CCONJ
economy-6780	129	19	profitability	profitability	NOUN
economy-6780	129	20	of	of	ADP
economy-6780	129	21	certain	certain	ADJ
economy-6780	129	22	financial	financial	ADJ
economy-6780	129	23	instruments	instrument	NOUN
economy-6780	129	24	.	.	PUNCT
economy-6780	130	1	furthermore	furthermore	ADV
economy-6780	130	2	,	,	PUNCT
economy-6780	130	3	the	the	DET
economy-6780	130	4	expectation	expectation	NOUN
economy-6780	130	5	confirmation	confirmation	NOUN
economy-6780	130	6	theory	theory	NOUN
economy-6780	130	7	(	(	PUNCT
economy-6780	130	8	oliver	oliver	PROPN
economy-6780	130	9	,	,	PUNCT
economy-6780	130	10	1980	1980	NUM
economy-6780	130	11	)	)	PUNCT
economy-6780	130	12	states	state	VERB
economy-6780	130	13	that	that	SCONJ
economy-6780	130	14	investors	investor	NOUN
economy-6780	130	15	who	who	PRON
economy-6780	130	16	experience	experience	VERB
economy-6780	130	17	returns	return	NOUN
economy-6780	130	18	exceeding	exceed	VERB
economy-6780	130	19	their	their	PRON
economy-6780	130	20	expectations	expectation	NOUN
economy-6780	130	21	are	be	AUX
economy-6780	130	22	more	more	ADV
economy-6780	130	23	likely	likely	ADJ
economy-6780	130	24	to	to	PART
economy-6780	130	25	share	share	VERB
economy-6780	130	26	favorable	favorable	ADJ
economy-6780	130	27	reviews	review	NOUN
economy-6780	130	28	,	,	PUNCT
economy-6780	130	29	reinforcing	reinforce	VERB
economy-6780	130	30	confidence	confidence	NOUN
economy-6780	130	31	in	in	ADP
economy-6780	130	32	particular	particular	ADJ
economy-6780	130	33	investment	investment	NOUN
economy-6780	130	34	products	product	NOUN
economy-6780	130	35	or	or	CCONJ
economy-6780	130	36	platforms	platform	NOUN
economy-6780	130	37	.	.	PUNCT
economy-6780	131	1	lastly	lastly	ADV
economy-6780	131	2	,	,	PUNCT
economy-6780	131	3	the	the	DET
economy-6780	131	4	prospect	prospect	NOUN
economy-6780	131	5	theory	theory	NOUN
economy-6780	131	6	kahneman	kahneman	NOUN
economy-6780	131	7	and	and	CCONJ
economy-6780	131	8	tversky	tversky	PROPN
economy-6780	131	9	(	(	PUNCT
economy-6780	131	10	1979	1979	NUM
economy-6780	131	11	)	)	PUNCT
economy-6780	131	12	suggests	suggest	VERB
economy-6780	131	13	that	that	SCONJ
economy-6780	131	14	individuals	individual	NOUN
economy-6780	131	15	evaluate	evaluate	VERB
economy-6780	131	16	investment	investment	NOUN
economy-6780	131	17	gains	gain	NOUN
economy-6780	131	18	and	and	CCONJ
economy-6780	131	19	losses	loss	NOUN
economy-6780	131	20	asymmetrically	asymmetrically	ADV
economy-6780	131	21	.	.	PUNCT
economy-6780	132	1	investors	investor	NOUN
economy-6780	132	2	who	who	PRON
economy-6780	132	3	experience	experience	VERB
economy-6780	132	4	higher	high	ADJ
economy-6780	132	5	-	-	PUNCT
economy-6780	132	6	than	than	ADP
economy-6780	132	7	-	-	PUNCT
economy-6780	132	8	expected	expect	VERB
economy-6780	132	9	gains	gain	NOUN
economy-6780	132	10	are	be	AUX
economy-6780	132	11	more	more	ADV
economy-6780	132	12	likely	likely	ADJ
economy-6780	132	13	to	to	PART
economy-6780	132	14	spread	spread	VERB
economy-6780	132	15	positive	positive	ADJ
economy-6780	132	16	wom	wom	NOUN
economy-6780	132	17	,	,	PUNCT
economy-6780	132	18	creating	create	VERB
economy-6780	132	19	a	a	DET
economy-6780	132	20	ripple	ripple	ADJ
economy-6780	132	21	effect	effect	NOUN
economy-6780	132	22	that	that	PRON
economy-6780	132	23	attracts	attract	VERB
economy-6780	132	24	new	new	ADJ
economy-6780	132	25	investors	investor	NOUN
economy-6780	132	26	to	to	ADP
economy-6780	132	27	the	the	DET
economy-6780	132	28	market	market	NOUN
economy-6780	132	29	.	.	PUNCT
economy-6780	133	1	these	these	DET
economy-6780	133	2	theories	theory	NOUN
economy-6780	133	3	collectively	collectively	ADV
economy-6780	133	4	highlight	highlight	VERB
economy-6780	133	5	the	the	DET
economy-6780	133	6	powerful	powerful	ADJ
economy-6780	133	7	impact	impact	NOUN
economy-6780	133	8	of	of	ADP
economy-6780	133	9	positive	positive	ADJ
economy-6780	133	10	wom	wom	NOUN
economy-6780	133	11	in	in	ADP
economy-6780	133	12	shaping	shape	VERB
economy-6780	133	13	investment	investment	NOUN
economy-6780	133	14	behaviors	behavior	NOUN
economy-6780	133	15	and	and	CCONJ
economy-6780	133	16	fostering	foster	VERB
economy-6780	133	17	greater	great	ADJ
economy-6780	133	18	financial	financial	ADJ
economy-6780	133	19	market	market	NOUN
economy-6780	133	20	participation	participation	NOUN
economy-6780	133	21	.	.	PUNCT
economy-6780	134	1	economy	economy	NOUN
economy-6780	134	2	,	,	PUNCT
economy-6780	134	3	2025	2025	NUM
economy-6780	134	4	,	,	PUNCT
economy-6780	134	5	12(2	12(2	NUM
economy-6780	134	6	):	):	PUNCT
economy-6780	134	7	51	51	NUM
economy-6780	134	8	-	-	SYM
economy-6780	134	9	59	59	NUM
economy-6780	134	10	55	55	NUM
economy-6780	134	11	©	©	PROPN
economy-6780	134	12	2025	2025	NUM
economy-6780	134	13	by	by	ADP
economy-6780	134	14	the	the	DET
economy-6780	134	15	authors	author	NOUN
economy-6780	134	16	;	;	PUNCT
economy-6780	134	17	licensee	licensee	PROPN
economy-6780	134	18	asian	asian	ADJ
economy-6780	134	19	online	online	PROPN
economy-6780	134	20	journal	journal	PROPN
economy-6780	134	21	publishing	publishing	NOUN
economy-6780	134	22	group	group	NOUN
economy-6780	134	23	figure	figure	NOUN
economy-6780	134	24	1	1	NUM
economy-6780	134	25	.	.	PUNCT
economy-6780	134	26	research	research	NOUN
economy-6780	134	27	model	model	NOUN
economy-6780	134	28	.	.	PUNCT
economy-6780	135	1	3	3	X
economy-6780	135	2	.	.	X
economy-6780	135	3	research	research	NOUN
economy-6780	135	4	issue	issue	NOUN
economy-6780	135	5	and	and	CCONJ
economy-6780	135	6	methodology	methodology	NOUN
economy-6780	135	7	this	this	DET
economy-6780	135	8	study	study	NOUN
economy-6780	135	9	utilizes	utilize	VERB
economy-6780	135	10	the	the	DET
economy-6780	135	11	conceptual	conceptual	ADJ
economy-6780	135	12	framework	framework	NOUN
economy-6780	135	13	shown	show	VERB
economy-6780	135	14	in	in	ADP
economy-6780	135	15	figure	figure	NOUN
economy-6780	135	16	1	1	NUM
economy-6780	135	17	to	to	PART
economy-6780	135	18	examine	examine	VERB
economy-6780	135	19	the	the	DET
economy-6780	135	20	intricate	intricate	ADJ
economy-6780	135	21	relationships	relationship	NOUN
economy-6780	135	22	among	among	ADP
economy-6780	135	23	family	family	NOUN
economy-6780	135	24	influence	influence	NOUN
economy-6780	135	25	,	,	PUNCT
economy-6780	135	26	innovation	innovation	NOUN
economy-6780	135	27	,	,	PUNCT
economy-6780	135	28	need	need	VERB
economy-6780	135	29	for	for	ADP
economy-6780	135	30	achievement	achievement	NOUN
economy-6780	135	31	,	,	PUNCT
economy-6780	135	32	and	and	CCONJ
economy-6780	135	33	risk	risk	NOUN
economy-6780	135	34	-	-	PUNCT
economy-6780	135	35	taking	take	VERB
economy-6780	135	36	behavior	behavior	NOUN
economy-6780	135	37	in	in	ADP
economy-6780	135	38	shaping	shape	VERB
economy-6780	135	39	investment	investment	NOUN
economy-6780	135	40	decisions	decision	NOUN
economy-6780	135	41	and	and	CCONJ
economy-6780	135	42	encouraging	encourage	VERB
economy-6780	135	43	positive	positive	ADJ
economy-6780	135	44	word	word	NOUN
economy-6780	135	45	-	-	PUNCT
economy-6780	135	46	of	of	ADP
economy-6780	135	47	-	-	PUNCT
economy-6780	135	48	mouth	mouth	NOUN
economy-6780	135	49	.	.	PUNCT
economy-6780	136	1	gender	gender	NOUN
economy-6780	136	2	and	and	CCONJ
economy-6780	136	3	investment	investment	NOUN
economy-6780	136	4	experience	experience	NOUN
economy-6780	136	5	are	be	AUX
economy-6780	136	6	included	include	VERB
economy-6780	136	7	as	as	ADP
economy-6780	136	8	control	control	NOUN
economy-6780	136	9	variables	variable	NOUN
economy-6780	136	10	to	to	PART
economy-6780	136	11	account	account	VERB
economy-6780	136	12	for	for	ADP
economy-6780	136	13	demographic	demographic	ADJ
economy-6780	136	14	and	and	CCONJ
economy-6780	136	15	experiential	experiential	ADJ
economy-6780	136	16	differences	difference	NOUN
economy-6780	136	17	.	.	PUNCT
economy-6780	137	1	data	datum	NOUN
economy-6780	137	2	were	be	AUX
economy-6780	137	3	collected	collect	VERB
economy-6780	137	4	from	from	ADP
economy-6780	137	5	250	250	NUM
economy-6780	137	6	respondents	respondent	NOUN
economy-6780	137	7	across	across	ADP
economy-6780	137	8	indonesia	indonesia	PROPN
economy-6780	137	9	,	,	PUNCT
economy-6780	137	10	all	all	PRON
economy-6780	137	11	of	of	ADP
economy-6780	137	12	whom	whom	PRON
economy-6780	137	13	had	have	VERB
economy-6780	137	14	prior	prior	ADJ
economy-6780	137	15	investment	investment	NOUN
economy-6780	137	16	experience	experience	NOUN
economy-6780	137	17	and	and	CCONJ
economy-6780	137	18	had	have	AUX
economy-6780	137	19	shared	share	VERB
economy-6780	137	20	positive	positive	ADJ
economy-6780	137	21	word	word	NOUN
economy-6780	137	22	-	-	PUNCT
economy-6780	137	23	of	of	ADP
economy-6780	137	24	-	-	PUNCT
economy-6780	137	25	mouth	mouth	NOUN
economy-6780	137	26	related	relate	VERB
economy-6780	137	27	to	to	ADP
economy-6780	137	28	their	their	PRON
economy-6780	137	29	investment	investment	NOUN
economy-6780	137	30	activities	activity	NOUN
economy-6780	137	31	.	.	PUNCT
economy-6780	138	1	of	of	ADP
economy-6780	138	2	the	the	DET
economy-6780	138	3	participants	participant	NOUN
economy-6780	138	4	,	,	PUNCT
economy-6780	138	5	39.23	39.23	NUM
economy-6780	138	6	%	%	NOUN
economy-6780	138	7	were	be	AUX
economy-6780	138	8	male	male	ADJ
economy-6780	138	9	and	and	CCONJ
economy-6780	138	10	60.77	60.77	NUM
economy-6780	138	11	%	%	NOUN
economy-6780	138	12	were	be	AUX
economy-6780	138	13	female	female	ADJ
economy-6780	138	14	.	.	PUNCT
economy-6780	139	1	a	a	DET
economy-6780	139	2	purposive	purposive	ADJ
economy-6780	139	3	sampling	sampling	NOUN
economy-6780	139	4	method	method	NOUN
economy-6780	139	5	was	be	AUX
economy-6780	139	6	used	use	VERB
economy-6780	139	7	to	to	PART
economy-6780	139	8	target	target	VERB
economy-6780	139	9	individuals	individual	NOUN
economy-6780	139	10	with	with	ADP
economy-6780	139	11	relevant	relevant	ADJ
economy-6780	139	12	investment	investment	NOUN
economy-6780	139	13	backgrounds	background	NOUN
economy-6780	139	14	.	.	PUNCT
economy-6780	140	1	the	the	DET
economy-6780	140	2	survey	survey	NOUN
economy-6780	140	3	was	be	AUX
economy-6780	140	4	distributed	distribute	VERB
economy-6780	140	5	over	over	ADP
economy-6780	140	6	a	a	DET
economy-6780	140	7	three	three	NUM
economy-6780	140	8	-	-	PUNCT
economy-6780	140	9	day	day	NOUN
economy-6780	140	10	period	period	NOUN
economy-6780	140	11	,	,	PUNCT
economy-6780	140	12	and	and	CCONJ
economy-6780	140	13	participants	participant	NOUN
economy-6780	140	14	were	be	AUX
economy-6780	140	15	given	give	VERB
economy-6780	140	16	one	one	NUM
economy-6780	140	17	week	week	NOUN
economy-6780	140	18	to	to	PART
economy-6780	140	19	complete	complete	VERB
economy-6780	140	20	and	and	CCONJ
economy-6780	140	21	return	return	VERB
economy-6780	140	22	the	the	DET
economy-6780	140	23	questionnaire	questionnaire	NOUN
economy-6780	140	24	.	.	PUNCT
economy-6780	141	1	the	the	DET
economy-6780	141	2	self	self	NOUN
economy-6780	141	3	-	-	PUNCT
economy-6780	141	4	administered	administer	VERB
economy-6780	141	5	questionnaire	questionnaire	NOUN
economy-6780	141	6	was	be	AUX
economy-6780	141	7	designed	design	VERB
economy-6780	141	8	to	to	PART
economy-6780	141	9	measure	measure	VERB
economy-6780	141	10	investment	investment	NOUN
economy-6780	141	11	behavior	behavior	NOUN
economy-6780	141	12	and	and	CCONJ
economy-6780	141	13	decisionmaking	decisionmake	VERB
economy-6780	141	14	in	in	ADP
economy-6780	141	15	relation	relation	NOUN
economy-6780	141	16	to	to	ADP
economy-6780	141	17	the	the	DET
economy-6780	141	18	study	study	NOUN
economy-6780	141	19	’s	’s	PART
economy-6780	141	20	key	key	ADJ
economy-6780	141	21	constructs	construct	NOUN
economy-6780	141	22	.	.	PUNCT
economy-6780	142	1	strict	strict	ADJ
economy-6780	142	2	methodological	methodological	ADJ
economy-6780	142	3	standards	standard	NOUN
economy-6780	142	4	were	be	AUX
economy-6780	142	5	followed	follow	VERB
economy-6780	142	6	throughout	throughout	ADP
economy-6780	142	7	the	the	DET
economy-6780	142	8	data	data	NOUN
economy-6780	142	9	collection	collection	NOUN
economy-6780	142	10	process	process	NOUN
economy-6780	142	11	to	to	PART
economy-6780	142	12	ensure	ensure	VERB
economy-6780	142	13	reliability	reliability	NOUN
economy-6780	142	14	and	and	CCONJ
economy-6780	142	15	validity	validity	NOUN
economy-6780	142	16	.	.	PUNCT
economy-6780	143	1	participation	participation	NOUN
economy-6780	143	2	was	be	AUX
economy-6780	143	3	entirely	entirely	ADV
economy-6780	143	4	voluntary	voluntary	ADJ
economy-6780	143	5	,	,	PUNCT
economy-6780	143	6	ensuring	ensure	VERB
economy-6780	143	7	that	that	SCONJ
economy-6780	143	8	the	the	DET
economy-6780	143	9	responses	response	NOUN
economy-6780	143	10	were	be	AUX
economy-6780	143	11	authentic	authentic	ADJ
economy-6780	143	12	and	and	CCONJ
economy-6780	143	13	free	free	ADJ
economy-6780	143	14	from	from	ADP
economy-6780	143	15	coercion	coercion	NOUN
economy-6780	143	16	.	.	PUNCT
economy-6780	144	1	4	4	X
economy-6780	144	2	.	.	X
economy-6780	144	3	finding	finding	NOUN
economy-6780	144	4	and	and	CCONJ
economy-6780	144	5	discussion	discussion	NOUN
economy-6780	144	6	4.1	4.1	NUM
economy-6780	144	7	.	.	PUNCT
economy-6780	145	1	characteristics	characteristic	NOUN
economy-6780	145	2	of	of	ADP
economy-6780	145	3	respondents	respondent	NOUN
economy-6780	145	4	in	in	ADP
economy-6780	145	5	every	every	DET
economy-6780	145	6	research	research	NOUN
economy-6780	145	7	study	study	NOUN
economy-6780	145	8	,	,	PUNCT
economy-6780	145	9	understanding	understand	VERB
economy-6780	145	10	the	the	DET
economy-6780	145	11	characteristics	characteristic	NOUN
economy-6780	145	12	of	of	ADP
economy-6780	145	13	the	the	DET
economy-6780	145	14	respondents	respondent	NOUN
economy-6780	145	15	is	be	AUX
economy-6780	145	16	crucial	crucial	ADJ
economy-6780	145	17	.	.	PUNCT
economy-6780	146	1	one	one	NUM
economy-6780	146	2	important	important	ADJ
economy-6780	146	3	aspect	aspect	NOUN
economy-6780	146	4	that	that	PRON
economy-6780	146	5	influences	influence	VERB
economy-6780	146	6	differences	difference	NOUN
economy-6780	146	7	in	in	ADP
economy-6780	146	8	individual	individual	ADJ
economy-6780	146	9	views	view	NOUN
economy-6780	146	10	,	,	PUNCT
economy-6780	146	11	behavior	behavior	NOUN
economy-6780	146	12	,	,	PUNCT
economy-6780	146	13	and	and	CCONJ
economy-6780	146	14	preferences	preference	NOUN
economy-6780	146	15	is	be	AUX
economy-6780	146	16	gender	gender	NOUN
economy-6780	146	17	and	and	CCONJ
economy-6780	146	18	age	age	NOUN
economy-6780	146	19	.	.	PUNCT
economy-6780	146	20	table	table	NOUN
economy-6780	146	21	1	1	NUM
economy-6780	146	22	.	.	PUNCT
economy-6780	146	23	characteristics	characteristic	NOUN
economy-6780	146	24	of	of	ADP
economy-6780	146	25	respondents	respondent	NOUN
economy-6780	146	26	based	base	VERB
economy-6780	146	27	on	on	ADP
economy-6780	146	28	gender	gender	NOUN
economy-6780	146	29	.	.	PUNCT
economy-6780	147	1	no	no	DET
economy-6780	147	2	description	description	NOUN
economy-6780	147	3	qty	qty	NOUN
economy-6780	147	4	percentage	percentage	NOUN
economy-6780	147	5	1	1	NUM
economy-6780	147	6	male	male	NOUN
economy-6780	147	7	138	138	NUM
economy-6780	147	8	39.23	39.23	NUM
economy-6780	147	9	%	%	NOUN
economy-6780	147	10	2	2	NUM
economy-6780	147	11	female	female	NOUN
economy-6780	147	12	112	112	NUM
economy-6780	147	13	60.77	60.77	NUM
economy-6780	147	14	%	%	NOUN
economy-6780	147	15	total	total	NOUN
economy-6780	147	16	qty	qty	NOUN
economy-6780	147	17	250	250	NUM
economy-6780	147	18	250	250	NUM
economy-6780	147	19	source	source	NOUN
economy-6780	147	20	:	:	PUNCT
economy-6780	147	21	questionnaire	questionnaire	NOUN
economy-6780	147	22	respondents	respondent	NOUN
economy-6780	147	23	,	,	PUNCT
economy-6780	147	24	2025	2025	NUM
economy-6780	147	25	.	.	PUNCT
economy-6780	148	1	based	base	VERB
economy-6780	148	2	on	on	ADP
economy-6780	148	3	table	table	NOUN
economy-6780	148	4	1	1	NUM
economy-6780	148	5	,	,	PUNCT
economy-6780	148	6	out	out	ADP
economy-6780	148	7	of	of	ADP
economy-6780	148	8	250	250	NUM
economy-6780	148	9	respondents	respondent	NOUN
economy-6780	148	10	,	,	PUNCT
economy-6780	148	11	138	138	NUM
economy-6780	148	12	(	(	PUNCT
economy-6780	148	13	55.2	55.2	NUM
economy-6780	148	14	%	%	NOUN
economy-6780	148	15	)	)	PUNCT
economy-6780	148	16	are	be	AUX
economy-6780	148	17	women	woman	NOUN
economy-6780	148	18	and	and	CCONJ
economy-6780	148	19	112	112	NUM
economy-6780	148	20	(	(	PUNCT
economy-6780	148	21	44.8	44.8	NUM
economy-6780	148	22	%	%	NOUN
economy-6780	148	23	)	)	PUNCT
economy-6780	148	24	are	be	AUX
economy-6780	148	25	men	man	NOUN
economy-6780	148	26	,	,	PUNCT
economy-6780	148	27	indicating	indicate	VERB
economy-6780	148	28	that	that	SCONJ
economy-6780	148	29	female	female	ADJ
economy-6780	148	30	investors	investor	NOUN
economy-6780	148	31	make	make	VERB
economy-6780	148	32	up	up	ADP
economy-6780	148	33	the	the	DET
economy-6780	148	34	majority	majority	NOUN
economy-6780	148	35	in	in	ADP
economy-6780	148	36	this	this	DET
economy-6780	148	37	study	study	NOUN
economy-6780	148	38	.	.	PUNCT
economy-6780	149	1	psychological	psychological	ADJ
economy-6780	149	2	research	research	NOUN
economy-6780	149	3	highlights	highlight	NOUN
economy-6780	149	4	that	that	PRON
economy-6780	149	5	men	man	NOUN
economy-6780	149	6	and	and	CCONJ
economy-6780	149	7	women	woman	NOUN
economy-6780	149	8	often	often	ADV
economy-6780	149	9	exhibit	exhibit	VERB
economy-6780	149	10	different	different	ADJ
economy-6780	149	11	investment	investment	NOUN
economy-6780	149	12	behaviors	behavior	NOUN
economy-6780	149	13	:	:	PUNCT
economy-6780	149	14	men	man	NOUN
economy-6780	149	15	typically	typically	ADV
economy-6780	149	16	demonstrate	demonstrate	VERB
economy-6780	149	17	higher	high	ADJ
economy-6780	149	18	risk	risk	NOUN
economy-6780	149	19	tolerance	tolerance	NOUN
economy-6780	149	20	and	and	CCONJ
economy-6780	149	21	prefer	prefer	VERB
economy-6780	149	22	aggressive	aggressive	ADJ
economy-6780	149	23	strategies	strategy	NOUN
economy-6780	149	24	,	,	PUNCT
economy-6780	149	25	while	while	SCONJ
economy-6780	149	26	women	woman	NOUN
economy-6780	149	27	are	be	AUX
economy-6780	149	28	generally	generally	ADV
economy-6780	149	29	more	more	ADJ
economy-6780	149	30	risk	risk	NOUN
economy-6780	149	31	-	-	PUNCT
economy-6780	149	32	averse	averse	ADJ
economy-6780	149	33	and	and	CCONJ
economy-6780	149	34	inclined	inclined	ADJ
economy-6780	149	35	toward	toward	ADP
economy-6780	149	36	stable	stable	ADJ
economy-6780	149	37	,	,	PUNCT
economy-6780	149	38	long	long	ADJ
economy-6780	149	39	-	-	PUNCT
economy-6780	149	40	term	term	NOUN
economy-6780	149	41	investments	investment	NOUN
economy-6780	149	42	(	(	PUNCT
economy-6780	149	43	barber	barber	PROPN
economy-6780	149	44	&	&	CCONJ
economy-6780	149	45	odean	odean	PROPN
economy-6780	149	46	,	,	PUNCT
economy-6780	149	47	2001	2001	NUM
economy-6780	149	48	)	)	PUNCT
economy-6780	149	49	.	.	PUNCT
economy-6780	150	1	the	the	DET
economy-6780	150	2	greater	great	ADJ
economy-6780	150	3	representation	representation	NOUN
economy-6780	150	4	of	of	ADP
economy-6780	150	5	female	female	ADJ
economy-6780	150	6	investors	investor	NOUN
economy-6780	150	7	in	in	ADP
economy-6780	150	8	this	this	DET
economy-6780	150	9	study	study	NOUN
economy-6780	150	10	may	may	AUX
economy-6780	150	11	reflect	reflect	VERB
economy-6780	150	12	a	a	DET
economy-6780	150	13	broader	broad	ADJ
economy-6780	150	14	shift	shift	NOUN
economy-6780	150	15	,	,	PUNCT
economy-6780	150	16	with	with	ADP
economy-6780	150	17	more	more	ADJ
economy-6780	150	18	women	woman	NOUN
economy-6780	150	19	gaining	gain	VERB
economy-6780	150	20	financial	financial	ADJ
economy-6780	150	21	independence	independence	NOUN
economy-6780	150	22	and	and	CCONJ
economy-6780	150	23	actively	actively	ADV
economy-6780	150	24	engaging	engage	VERB
economy-6780	150	25	in	in	ADP
economy-6780	150	26	investment	investment	NOUN
economy-6780	150	27	decisions	decision	NOUN
economy-6780	150	28	.	.	PUNCT
economy-6780	151	1	this	this	DET
economy-6780	151	2	trend	trend	NOUN
economy-6780	151	3	is	be	AUX
economy-6780	151	4	consistent	consistent	ADJ
economy-6780	151	5	with	with	ADP
economy-6780	151	6	research	research	NOUN
economy-6780	151	7	showing	show	VERB
economy-6780	151	8	increased	increase	VERB
economy-6780	151	9	female	female	ADJ
economy-6780	151	10	participation	participation	NOUN
economy-6780	151	11	in	in	ADP
economy-6780	151	12	financial	financial	ADJ
economy-6780	151	13	decision	decision	NOUN
economy-6780	151	14	-	-	PUNCT
economy-6780	151	15	making	making	NOUN
economy-6780	151	16	,	,	PUNCT
economy-6780	151	17	driven	drive	VERB
economy-6780	151	18	by	by	ADP
economy-6780	151	19	rising	rise	VERB
economy-6780	151	20	financial	financial	ADJ
economy-6780	151	21	literacy	literacy	NOUN
economy-6780	151	22	and	and	CCONJ
economy-6780	151	23	improved	improved	ADJ
economy-6780	151	24	access	access	NOUN
economy-6780	151	25	to	to	ADP
economy-6780	151	26	digital	digital	ADJ
economy-6780	151	27	investment	investment	NOUN
economy-6780	151	28	platforms	platform	NOUN
economy-6780	151	29	(	(	PUNCT
economy-6780	151	30	lusardi	lusardi	PROPN
economy-6780	151	31	&	&	CCONJ
economy-6780	151	32	mitchell	mitchell	PROPN
economy-6780	151	33	,	,	PUNCT
economy-6780	151	34	2014	2014	NUM
economy-6780	151	35	)	)	PUNCT
economy-6780	151	36	.	.	PUNCT
economy-6780	152	1	economy	economy	NOUN
economy-6780	152	2	,	,	PUNCT
economy-6780	152	3	2025	2025	NUM
economy-6780	152	4	,	,	PUNCT
economy-6780	152	5	12(2	12(2	NUM
economy-6780	152	6	):	):	PUNCT
economy-6780	152	7	51	51	NUM
economy-6780	152	8	-	-	SYM
economy-6780	152	9	59	59	NUM
economy-6780	152	10	56	56	NUM
economy-6780	152	11	©	©	PROPN
economy-6780	152	12	2025	2025	NUM
economy-6780	152	13	by	by	ADP
economy-6780	152	14	the	the	DET
economy-6780	152	15	authors	author	NOUN
economy-6780	152	16	;	;	PUNCT
economy-6780	152	17	licensee	licensee	PROPN
economy-6780	152	18	asian	asian	ADJ
economy-6780	152	19	online	online	PROPN
economy-6780	152	20	journal	journal	PROPN
economy-6780	152	21	publishing	publishing	NOUN
economy-6780	152	22	group	group	NOUN
economy-6780	152	23	table	table	NOUN
economy-6780	152	24	2	2	NUM
economy-6780	152	25	.	.	PUNCT
economy-6780	152	26	characteristics	characteristic	NOUN
economy-6780	152	27	of	of	ADP
economy-6780	152	28	respondents	respondent	NOUN
economy-6780	152	29	based	base	VERB
economy-6780	152	30	on	on	ADP
economy-6780	152	31	age	age	NOUN
economy-6780	152	32	.	.	PUNCT
economy-6780	153	1	no	no	DET
economy-6780	153	2	description	description	NOUN
economy-6780	153	3	qty	qty	NOUN
economy-6780	153	4	percentage	percentage	NOUN
economy-6780	153	5	1	1	NUM
economy-6780	153	6	21	21	NUM
economy-6780	153	7	–	–	PUNCT
economy-6780	153	8	30	30	NUM
economy-6780	153	9	133	133	NUM
economy-6780	153	10	53	53	NUM
economy-6780	153	11	%	%	NOUN
economy-6780	153	12	2	2	NUM
economy-6780	153	13	31	31	NUM
economy-6780	153	14	–	–	PUNCT
economy-6780	153	15	40	40	NUM
economy-6780	153	16	90	90	NUM
economy-6780	153	17	36	36	NUM
economy-6780	153	18	%	%	NOUN
economy-6780	153	19	3	3	NUM
economy-6780	153	20	41	41	NUM
economy-6780	153	21	–	–	PUNCT
economy-6780	153	22	50	50	NUM
economy-6780	153	23	18	18	NUM
economy-6780	153	24	7	7	NUM
economy-6780	153	25	%	%	NOUN
economy-6780	153	26	4	4	NUM
economy-6780	153	27	5156	5156	NUM
economy-6780	153	28	9	9	NUM
economy-6780	153	29	4	4	NUM
economy-6780	153	30	%	%	NOUN
economy-6780	153	31	total	total	NOUN
economy-6780	153	32	qty	qty	NOUN
economy-6780	153	33	250	250	NUM
economy-6780	153	34	100	100	NUM
economy-6780	153	35	%	%	NOUN
economy-6780	153	36	source	source	NOUN
economy-6780	153	37	:	:	PUNCT
economy-6780	153	38	questionnaire	questionnaire	NOUN
economy-6780	153	39	respondents	respondent	NOUN
economy-6780	153	40	,	,	PUNCT
economy-6780	153	41	2025	2025	NUM
economy-6780	153	42	.	.	PUNCT
economy-6780	154	1	based	base	VERB
economy-6780	154	2	on	on	ADP
economy-6780	154	3	table	table	NOUN
economy-6780	154	4	2	2	NUM
economy-6780	154	5	,	,	PUNCT
economy-6780	154	6	all	all	DET
economy-6780	154	7	respondents	respondent	NOUN
economy-6780	154	8	fall	fall	VERB
economy-6780	154	9	within	within	ADP
economy-6780	154	10	the	the	DET
economy-6780	154	11	productive	productive	ADJ
economy-6780	154	12	age	age	NOUN
economy-6780	154	13	group	group	NOUN
economy-6780	154	14	in	in	ADP
economy-6780	154	15	indonesian	indonesian	ADJ
economy-6780	154	16	society	society	NOUN
economy-6780	154	17	.	.	PUNCT
economy-6780	155	1	the	the	DET
economy-6780	155	2	majority	majority	NOUN
economy-6780	155	3	of	of	ADP
economy-6780	155	4	respondents	respondent	NOUN
economy-6780	155	5	are	be	AUX
economy-6780	155	6	aged	age	VERB
economy-6780	155	7	21	21	NUM
economy-6780	155	8	-	-	SYM
economy-6780	155	9	30	30	NUM
economy-6780	155	10	years	year	NOUN
economy-6780	155	11	,	,	PUNCT
economy-6780	155	12	comprising	comprise	VERB
economy-6780	155	13	53	53	NUM
economy-6780	155	14	%	%	NOUN
economy-6780	155	15	of	of	ADP
economy-6780	155	16	the	the	DET
economy-6780	155	17	sample	sample	NOUN
economy-6780	155	18	.	.	PUNCT
economy-6780	156	1	this	this	PRON
economy-6780	156	2	is	be	AUX
economy-6780	156	3	followed	follow	VERB
economy-6780	156	4	by	by	ADP
economy-6780	156	5	respondents	respondent	NOUN
economy-6780	156	6	aged	age	VERB
economy-6780	156	7	31	31	NUM
economy-6780	156	8	-	-	SYM
economy-6780	156	9	40	40	NUM
economy-6780	156	10	years	year	NOUN
economy-6780	156	11	,	,	PUNCT
economy-6780	156	12	who	who	PRON
economy-6780	156	13	account	account	VERB
economy-6780	156	14	for	for	ADP
economy-6780	156	15	36	36	NUM
economy-6780	156	16	%	%	NOUN
economy-6780	156	17	,	,	PUNCT
economy-6780	156	18	while	while	SCONJ
economy-6780	156	19	those	those	DET
economy-6780	156	20	aged	aged	ADJ
economy-6780	156	21	41	41	NUM
economy-6780	156	22	-	-	SYM
economy-6780	156	23	50	50	NUM
economy-6780	156	24	years	year	NOUN
economy-6780	156	25	represent	represent	VERB
economy-6780	156	26	7	7	NUM
economy-6780	156	27	%	%	NOUN
economy-6780	156	28	.	.	PUNCT
economy-6780	157	1	lastly	lastly	ADV
economy-6780	157	2	,	,	PUNCT
economy-6780	157	3	respondents	respondent	NOUN
economy-6780	157	4	aged	age	VERB
economy-6780	157	5	51	51	NUM
economy-6780	157	6	-	-	SYM
economy-6780	157	7	56	56	NUM
economy-6780	157	8	years	year	NOUN
economy-6780	157	9	constitute	constitute	VERB
economy-6780	157	10	4	4	NUM
economy-6780	157	11	%	%	NOUN
economy-6780	157	12	of	of	ADP
economy-6780	157	13	the	the	DET
economy-6780	157	14	total	total	ADJ
economy-6780	157	15	sample	sample	NOUN
economy-6780	157	16	.	.	PUNCT
economy-6780	158	1	4.2	4.2	NUM
economy-6780	158	2	.	.	PUNCT
economy-6780	158	3	validity	validity	NOUN
economy-6780	158	4	,	,	PUNCT
economy-6780	158	5	reliability	reliability	NOUN
economy-6780	158	6	and	and	CCONJ
economy-6780	158	7	multicollinearity	multicollinearity	NOUN
economy-6780	158	8	test	test	NOUN
economy-6780	158	9	the	the	DET
economy-6780	158	10	data	datum	NOUN
economy-6780	158	11	obtained	obtain	VERB
economy-6780	158	12	from	from	ADP
economy-6780	158	13	the	the	DET
economy-6780	158	14	questionnaire	questionnaire	NOUN
economy-6780	158	15	were	be	AUX
economy-6780	158	16	analyzed	analyze	VERB
economy-6780	158	17	using	use	VERB
economy-6780	158	18	spss	spss	PROPN
economy-6780	158	19	software	software	NOUN
economy-6780	158	20	.	.	PUNCT
economy-6780	159	1	the	the	DET
economy-6780	159	2	outputs	output	NOUN
economy-6780	159	3	from	from	ADP
economy-6780	159	4	this	this	DET
economy-6780	159	5	analysis	analysis	NOUN
economy-6780	159	6	include	include	VERB
economy-6780	159	7	the	the	DET
economy-6780	159	8	corrected	correct	VERB
economy-6780	159	9	item	item	NOUN
economy-6780	159	10	-	-	PUNCT
economy-6780	159	11	total	total	NOUN
economy-6780	159	12	correlation	correlation	NOUN
economy-6780	159	13	and	and	CCONJ
economy-6780	159	14	cronbach	cronbach	VERB
economy-6780	159	15	’s	’s	PART
economy-6780	159	16	alpha	alpha	NOUN
economy-6780	159	17	,	,	PUNCT
economy-6780	159	18	which	which	PRON
economy-6780	159	19	assess	assess	VERB
economy-6780	159	20	the	the	DET
economy-6780	159	21	validity	validity	NOUN
economy-6780	159	22	and	and	CCONJ
economy-6780	159	23	reliability	reliability	NOUN
economy-6780	159	24	of	of	ADP
economy-6780	159	25	each	each	DET
economy-6780	159	26	questionnaire	questionnaire	NOUN
economy-6780	159	27	item	item	NOUN
economy-6780	159	28	based	base	VERB
economy-6780	159	29	on	on	ADP
economy-6780	159	30	the	the	DET
economy-6780	159	31	indicators	indicator	NOUN
economy-6780	159	32	of	of	ADP
economy-6780	159	33	each	each	DET
economy-6780	159	34	variable	variable	NOUN
economy-6780	159	35	.	.	PUNCT
economy-6780	160	1	to	to	PART
economy-6780	160	2	meet	meet	VERB
economy-6780	160	3	the	the	DET
economy-6780	160	4	validity	validity	NOUN
economy-6780	160	5	criteria	criterion	NOUN
economy-6780	160	6	,	,	PUNCT
economy-6780	160	7	the	the	DET
economy-6780	160	8	corrected	correct	VERB
economy-6780	160	9	item	item	NOUN
economy-6780	160	10	-	-	PUNCT
economy-6780	160	11	total	total	NOUN
economy-6780	160	12	correlation	correlation	NOUN
economy-6780	160	13	must	must	AUX
economy-6780	160	14	exceed	exceed	VERB
economy-6780	160	15	the	the	DET
economy-6780	160	16	r	r	NOUN
economy-6780	160	17	table	table	NOUN
economy-6780	160	18	value	value	NOUN
economy-6780	160	19	(	(	PUNCT
economy-6780	160	20	0.196	0.196	NUM
economy-6780	160	21	)	)	PUNCT
economy-6780	160	22	.	.	PUNCT
economy-6780	161	1	for	for	ADP
economy-6780	161	2	the	the	DET
economy-6780	161	3	reliability	reliability	NOUN
economy-6780	161	4	test	test	NOUN
economy-6780	161	5	,	,	PUNCT
economy-6780	161	6	cronbach	cronbach	VERB
economy-6780	161	7	’s	’s	PART
economy-6780	161	8	alpha	alpha	NOUN
economy-6780	161	9	must	must	AUX
economy-6780	161	10	be	be	AUX
economy-6780	161	11	greater	great	ADJ
economy-6780	161	12	than	than	ADP
economy-6780	161	13	0.7	0.7	NUM
economy-6780	161	14	(	(	PUNCT
economy-6780	161	15	ghozali	ghozali	ADJ
economy-6780	161	16	,	,	PUNCT
economy-6780	161	17	2017	2017	NUM
economy-6780	161	18	)	)	PUNCT
economy-6780	161	19	.	.	PUNCT
economy-6780	162	1	additionally	additionally	ADV
economy-6780	162	2	,	,	PUNCT
economy-6780	162	3	to	to	PART
economy-6780	162	4	pass	pass	VERB
economy-6780	162	5	the	the	DET
economy-6780	162	6	multicollinearity	multicollinearity	NOUN
economy-6780	162	7	test	test	NOUN
economy-6780	162	8	,	,	PUNCT
economy-6780	162	9	the	the	DET
economy-6780	162	10	variance	variance	NOUN
economy-6780	162	11	inflation	inflation	NOUN
economy-6780	162	12	factor	factor	NOUN
economy-6780	162	13	(	(	PUNCT
economy-6780	162	14	vif	vif	NOUN
economy-6780	162	15	)	)	PUNCT
economy-6780	162	16	must	must	AUX
economy-6780	162	17	be	be	AUX
economy-6780	162	18	less	less	ADJ
economy-6780	162	19	than	than	ADP
economy-6780	162	20	10	10	NUM
economy-6780	162	21	,	,	PUNCT
economy-6780	162	22	and	and	CCONJ
economy-6780	162	23	the	the	DET
economy-6780	162	24	tolerance	tolerance	NOUN
economy-6780	162	25	value	value	NOUN
economy-6780	162	26	must	must	AUX
economy-6780	162	27	be	be	AUX
economy-6780	162	28	greater	great	ADJ
economy-6780	162	29	than	than	ADP
economy-6780	162	30	0.1	0.1	NUM
economy-6780	162	31	.	.	PUNCT
economy-6780	163	1	table	table	NOUN
economy-6780	163	2	3	3	NUM
economy-6780	163	3	.	.	PUNCT
economy-6780	163	4	validity	validity	NOUN
economy-6780	163	5	,	,	PUNCT
economy-6780	163	6	reliability	reliability	NOUN
economy-6780	163	7	,	,	PUNCT
economy-6780	163	8	and	and	CCONJ
economy-6780	163	9	multicollinearity	multicollinearity	NOUN
economy-6780	163	10	test	test	NOUN
economy-6780	163	11	.	.	PUNCT
economy-6780	164	1	variable	variable	ADJ
economy-6780	164	2	indicator	indicator	NOUN
economy-6780	164	3	validity	validity	NOUN
economy-6780	164	4	test	test	NOUN
economy-6780	164	5	reliability	reliability	NOUN
economy-6780	164	6	test	test	NOUN
economy-6780	164	7	tolerance	tolerance	NOUN
economy-6780	164	8	vif	vif	PROPN
economy-6780	164	9	family	family	NOUN
economy-6780	164	10	influence	influence	NOUN
economy-6780	164	11	(	(	PUNCT
economy-6780	164	12	fi	fi	NOUN
economy-6780	164	13	)	)	PUNCT
economy-6780	164	14	fi1	fi1	ADV
economy-6780	164	15	0.724	0.724	NUM
economy-6780	164	16	0.874	0.874	NUM
economy-6780	164	17	0.525	0.525	NUM
economy-6780	164	18	1.904	1.904	NUM
economy-6780	164	19	fi2	fi2	NOUN
economy-6780	164	20	0.787	0.787	NUM
economy-6780	164	21	fi3	fi3	VERB
economy-6780	164	22	0.758	0.758	NUM
economy-6780	164	23	innovation	innovation	NOUN
economy-6780	164	24	(	(	PUNCT
economy-6780	164	25	in	in	ADP
economy-6780	164	26	)	)	PUNCT
economy-6780	164	27	in1	in1	NOUN
economy-6780	164	28	0.819	0.819	NUM
economy-6780	164	29	0.916	0.916	NUM
economy-6780	164	30	0.458	0.458	NUM
economy-6780	164	31	2.185	2.185	NUM
economy-6780	164	32	in2	in2	X
economy-6780	164	33	0.853	0.853	NUM
economy-6780	164	34	in3	in3	NOUN
economy-6780	164	35	0.819	0.819	NUM
economy-6780	164	36	need	need	NOUN
economy-6780	164	37	for	for	ADP
economy-6780	164	38	achievement	achievement	NOUN
economy-6780	164	39	(	(	PUNCT
economy-6780	164	40	na	na	NOUN
economy-6780	164	41	)	)	PUNCT
economy-6780	164	42	na1	na1	NOUN
economy-6780	164	43	0.771	0.771	NUM
economy-6780	164	44	0.894	0.894	NUM
economy-6780	164	45	0.387	0.387	NUM
economy-6780	164	46	2.583	2.583	NUM
economy-6780	164	47	na2	na2	NOUN
economy-6780	164	48	0.813	0.813	NUM
economy-6780	164	49	na3	na3	NOUN
economy-6780	164	50	0.791	0.791	NUM
economy-6780	164	51	risk	risk	NOUN
economy-6780	164	52	taking	taking	NOUN
economy-6780	164	53	(	(	PUNCT
economy-6780	164	54	rt	rt	PROPN
economy-6780	164	55	)	)	PUNCT
economy-6780	164	56	rt1	rt1	PROPN
economy-6780	164	57	0.739	0.739	NUM
economy-6780	164	58	0.878	0.878	NUM
economy-6780	164	59	0.427	0.427	NUM
economy-6780	164	60	2.340	2.340	NUM
economy-6780	164	61	rt2	rt2	NOUN
economy-6780	164	62	0.814	0.814	NUM
economy-6780	164	63	rt3	rt3	PROPN
economy-6780	164	64	0.739	0.739	NUM
economy-6780	164	65	investment	investment	NOUN
economy-6780	164	66	decision	decision	NOUN
economy-6780	164	67	(	(	PUNCT
economy-6780	164	68	i	i	NOUN
economy-6780	164	69	d	d	PROPN
economy-6780	164	70	)	)	PUNCT
economy-6780	165	1	id1	id1	NOUN
economy-6780	165	2	0.773	0.773	NUM
economy-6780	165	3	0.876	0.876	NUM
economy-6780	165	4	id2	id2	PROPN
economy-6780	165	5	0.796	0.796	NUM
economy-6780	165	6	id3	id3	VERB
economy-6780	165	7	0.710	0.710	NUM
economy-6780	165	8	positive	positive	ADJ
economy-6780	165	9	word	word	NOUN
economy-6780	165	10	of	of	ADP
economy-6780	165	11	mouth	mouth	NOUN
economy-6780	165	12	(	(	PUNCT
economy-6780	165	13	pwom	pwom	NOUN
economy-6780	165	14	)	)	PUNCT
economy-6780	165	15	pwom1	pwom1	NOUN
economy-6780	165	16	0.778	0.778	NUM
economy-6780	165	17	0.911	0.911	NUM
economy-6780	165	18	pwom2	pwom2	NOUN
economy-6780	165	19	0.874	0.874	NUM
economy-6780	165	20	pwom3	pwom3	NOUN
economy-6780	165	21	0.814	0.814	NUM
economy-6780	165	22	based	base	VERB
economy-6780	165	23	on	on	ADP
economy-6780	165	24	the	the	DET
economy-6780	165	25	tests	test	NOUN
economy-6780	165	26	for	for	ADP
economy-6780	165	27	data	data	NOUN
economy-6780	165	28	validity	validity	NOUN
economy-6780	165	29	,	,	PUNCT
economy-6780	165	30	reliability	reliability	NOUN
economy-6780	165	31	,	,	PUNCT
economy-6780	165	32	and	and	CCONJ
economy-6780	165	33	multicollinearity	multicollinearity	NOUN
economy-6780	165	34	from	from	ADP
economy-6780	165	35	table	table	NOUN
economy-6780	165	36	3	3	NUM
economy-6780	165	37	,	,	PUNCT
economy-6780	165	38	it	it	PRON
economy-6780	165	39	is	be	AUX
economy-6780	165	40	confirmed	confirm	VERB
economy-6780	165	41	that	that	SCONJ
economy-6780	165	42	all	all	DET
economy-6780	165	43	indicators	indicator	NOUN
economy-6780	165	44	used	use	VERB
economy-6780	165	45	to	to	PART
economy-6780	165	46	estimate	estimate	VERB
economy-6780	165	47	each	each	DET
economy-6780	165	48	variable	variable	NOUN
economy-6780	165	49	are	be	AUX
economy-6780	165	50	valid	valid	ADJ
economy-6780	165	51	and	and	CCONJ
economy-6780	165	52	reliable	reliable	ADJ
economy-6780	165	53	,	,	PUNCT
economy-6780	165	54	and	and	CCONJ
economy-6780	165	55	they	they	PRON
economy-6780	165	56	also	also	ADV
economy-6780	165	57	pass	pass	VERB
economy-6780	165	58	the	the	DET
economy-6780	165	59	multicollinearity	multicollinearity	NOUN
economy-6780	165	60	test	test	NOUN
economy-6780	165	61	.	.	PUNCT
economy-6780	166	1	4.3	4.3	NUM
economy-6780	166	2	.	.	PUNCT
economy-6780	166	3	normality	normality	NOUN
economy-6780	166	4	test	test	NOUN
economy-6780	166	5	the	the	DET
economy-6780	166	6	normality	normality	NOUN
economy-6780	166	7	test	test	NOUN
economy-6780	166	8	is	be	AUX
economy-6780	166	9	conducted	conduct	VERB
economy-6780	166	10	to	to	PART
economy-6780	166	11	assess	assess	VERB
economy-6780	166	12	whether	whether	SCONJ
economy-6780	166	13	the	the	DET
economy-6780	166	14	residuals	residual	NOUN
economy-6780	166	15	in	in	ADP
economy-6780	166	16	the	the	DET
economy-6780	166	17	regression	regression	NOUN
economy-6780	166	18	model	model	NOUN
economy-6780	166	19	follow	follow	VERB
economy-6780	166	20	a	a	DET
economy-6780	166	21	normal	normal	ADJ
economy-6780	166	22	distribution	distribution	NOUN
economy-6780	166	23	(	(	PUNCT
economy-6780	166	24	ghozali	ghozali	ADJ
economy-6780	166	25	,	,	PUNCT
economy-6780	166	26	2017	2017	NUM
economy-6780	166	27	)	)	PUNCT
economy-6780	166	28	.	.	PUNCT
economy-6780	167	1	in	in	ADP
economy-6780	167	2	this	this	DET
economy-6780	167	3	context	context	NOUN
economy-6780	167	4	,	,	PUNCT
economy-6780	167	5	the	the	DET
economy-6780	167	6	kolmogorov	kolmogorov	ADJ
economy-6780	167	7	-	-	PUNCT
economy-6780	167	8	smirnov	smirnov	ADJ
economy-6780	167	9	test	test	NOUN
economy-6780	167	10	is	be	AUX
economy-6780	167	11	typically	typically	ADV
economy-6780	167	12	employed	employ	VERB
economy-6780	167	13	.	.	PUNCT
economy-6780	168	1	if	if	SCONJ
economy-6780	168	2	the	the	DET
economy-6780	168	3	asymp	asymp	PROPN
economy-6780	168	4	.	.	PUNCT
economy-6780	169	1	sig	sig	PROPN
economy-6780	169	2	.	.	PUNCT
economy-6780	169	3	value	value	PROPN
economy-6780	169	4	exceeds	exceed	VERB
economy-6780	169	5	0.05	0.05	NUM
economy-6780	169	6	,	,	PUNCT
economy-6780	169	7	it	it	PRON
economy-6780	169	8	indicates	indicate	VERB
economy-6780	169	9	that	that	SCONJ
economy-6780	169	10	there	there	PRON
economy-6780	169	11	is	be	VERB
economy-6780	169	12	no	no	DET
economy-6780	169	13	significant	significant	ADJ
economy-6780	169	14	deviation	deviation	NOUN
economy-6780	169	15	from	from	ADP
economy-6780	169	16	normality	normality	NOUN
economy-6780	169	17	,	,	PUNCT
economy-6780	169	18	and	and	CCONJ
economy-6780	169	19	thus	thus	ADV
economy-6780	169	20	the	the	DET
economy-6780	169	21	residuals	residual	NOUN
economy-6780	169	22	are	be	AUX
economy-6780	169	23	considered	consider	VERB
economy-6780	169	24	to	to	PART
economy-6780	169	25	follow	follow	VERB
economy-6780	169	26	a	a	DET
economy-6780	169	27	normal	normal	ADJ
economy-6780	169	28	distribution	distribution	NOUN
economy-6780	169	29	.	.	PUNCT
economy-6780	170	1	table	table	NOUN
economy-6780	170	2	4	4	NUM
economy-6780	170	3	.	.	PUNCT
economy-6780	170	4	normality	normality	NOUN
economy-6780	170	5	test	test	NOUN
economy-6780	170	6	.	.	PUNCT
economy-6780	171	1	no	no	INTJ
economy-6780	171	2	.	.	PUNCT
economy-6780	172	1	equation	equation	NOUN
economy-6780	172	2	asymp	asymp	PROPN
economy-6780	172	3	.	.	PUNCT
economy-6780	173	1	sig	sig	PROPN
economy-6780	173	2	.	.	PUNCT
economy-6780	174	1	(	(	PUNCT
economy-6780	174	2	2	2	NUM
economy-6780	174	3	-	-	PUNCT
economy-6780	174	4	tailed	tailed	ADJ
economy-6780	174	5	)	)	PUNCT
economy-6780	174	6	critical	critical	ADJ
economy-6780	174	7	number	number	NOUN
economy-6780	174	8	description	description	NOUN
economy-6780	174	9	1	1	NUM
economy-6780	174	10	.	.	PUNCT
economy-6780	174	11	fi	fi	NOUN
economy-6780	174	12	,	,	PUNCT
economy-6780	174	13	in	in	ADV
economy-6780	174	14	,	,	PUNCT
economy-6780	174	15	na	na	INTJ
economy-6780	174	16	,	,	PUNCT
economy-6780	174	17	rt→	rt→	ADJ
economy-6780	174	18	i	i	PROPN
economy-6780	174	19	d	d	PROPN
economy-6780	174	20	0.200	0.200	NUM
economy-6780	174	21	0.05	0.05	NUM
economy-6780	174	22	normal	normal	ADJ
economy-6780	174	23	2	2	NUM
economy-6780	174	24	.	.	PUNCT
economy-6780	175	1	i	i	PRON
economy-6780	175	2	d	d	PROPN
economy-6780	175	3	→	→	SYM
economy-6780	175	4	pwom	pwom	NOUN
economy-6780	175	5	0.052	0.052	NUM
economy-6780	175	6	0.05	0.05	NUM
economy-6780	175	7	normal	normal	ADJ
economy-6780	175	8	according	accord	VERB
economy-6780	175	9	to	to	ADP
economy-6780	175	10	table	table	NOUN
economy-6780	175	11	4	4	NUM
economy-6780	175	12	,	,	PUNCT
economy-6780	175	13	the	the	DET
economy-6780	175	14	asymp	asymp	PROPN
economy-6780	175	15	.	.	PUNCT
economy-6780	176	1	sig	sig	PROPN
economy-6780	176	2	.	.	PUNCT
economy-6780	176	3	value	value	PROPN
economy-6780	176	4	exceeds	exceed	VERB
economy-6780	176	5	0.05	0.05	NUM
economy-6780	176	6	,	,	PUNCT
economy-6780	176	7	indicating	indicate	VERB
economy-6780	176	8	that	that	SCONJ
economy-6780	176	9	there	there	PRON
economy-6780	176	10	is	be	VERB
economy-6780	176	11	no	no	DET
economy-6780	176	12	significant	significant	ADJ
economy-6780	176	13	deviation	deviation	NOUN
economy-6780	176	14	from	from	ADP
economy-6780	176	15	normality	normality	NOUN
economy-6780	176	16	in	in	ADP
economy-6780	176	17	the	the	DET
economy-6780	176	18	data	datum	NOUN
economy-6780	176	19	.	.	PUNCT
economy-6780	177	1	therefore	therefore	ADV
economy-6780	177	2	,	,	PUNCT
economy-6780	177	3	it	it	PRON
economy-6780	177	4	can	can	AUX
economy-6780	177	5	be	be	AUX
economy-6780	177	6	concluded	conclude	VERB
economy-6780	177	7	that	that	SCONJ
economy-6780	177	8	the	the	DET
economy-6780	177	9	data	datum	NOUN
economy-6780	177	10	collected	collect	VERB
economy-6780	177	11	in	in	ADP
economy-6780	177	12	this	this	DET
economy-6780	177	13	study	study	NOUN
economy-6780	177	14	are	be	AUX
economy-6780	177	15	approximately	approximately	ADV
economy-6780	177	16	normally	normally	ADV
economy-6780	177	17	distributed	distribute	VERB
economy-6780	177	18	.	.	PUNCT
economy-6780	178	1	table	table	NOUN
economy-6780	178	2	5	5	NUM
economy-6780	178	3	.	.	PUNCT
economy-6780	178	4	multiple	multiple	ADJ
economy-6780	178	5	regression	regression	NOUN
economy-6780	178	6	and	and	CCONJ
economy-6780	178	7	t	t	NOUN
economy-6780	178	8	-	-	PUNCT
economy-6780	178	9	test	test	NOUN
economy-6780	178	10	.	.	PUNCT
economy-6780	179	1	variable	variable	ADJ
economy-6780	179	2	standardized	standardize	VERB
economy-6780	179	3	coef	coef	PROPN
economy-6780	179	4	.	.	PUNCT
economy-6780	180	1	sig	sig	PRON
economy-6780	180	2	description	description	NOUN
economy-6780	180	3	fi*id	fi*id	PROPN
economy-6780	180	4	0.255	0.255	NUM
economy-6780	180	5	0.000	0.000	NUM
economy-6780	180	6	hypothesis	hypothesis	NOUN
economy-6780	180	7	accepted	accept	VERB
economy-6780	180	8	in*id	in*id	PROPN
economy-6780	180	9	0.139	0.139	NUM
economy-6780	180	10	0.006	0.006	NUM
economy-6780	180	11	hypothesis	hypothesis	NOUN
economy-6780	180	12	accepted	accept	VERB
economy-6780	180	13	na*id	na*id	NOUN
economy-6780	180	14	0.520	0.520	NUM
economy-6780	180	15	0.000	0.000	NUM
economy-6780	180	16	hypothesis	hypothesis	NOUN
economy-6780	180	17	accepted	accept	VERB
economy-6780	180	18	rt*id	rt*id	NOUN
economy-6780	180	19	0.045	0.045	NUM
economy-6780	180	20	0.387	0.387	NUM
economy-6780	180	21	hypothesis	hypothesis	NOUN
economy-6780	180	22	rejected	reject	VERB
economy-6780	180	23	id*pwom	id*pwom	ADV
economy-6780	180	24	0.781	0.781	NUM
economy-6780	180	25	0.000	0.000	NUM
economy-6780	180	26	hypothesis	hypothesis	NOUN
economy-6780	180	27	accepted	accept	VERB
economy-6780	180	28	note	note	NOUN
economy-6780	180	29	:	:	PUNCT
economy-6780	181	1	*	*	PUNCT
economy-6780	181	2	=	=	PUNCT
economy-6780	181	3	the	the	DET
economy-6780	181	4	influence	influence	NOUN
economy-6780	181	5	of	of	ADP
economy-6780	181	6	the	the	DET
economy-6780	181	7	independent	independent	ADJ
economy-6780	181	8	variables	variable	NOUN
economy-6780	181	9	on	on	ADP
economy-6780	181	10	the	the	DET
economy-6780	181	11	dependent	dependent	ADJ
economy-6780	181	12	variable	variable	NOUN
economy-6780	181	13	.	.	PUNCT
economy-6780	182	1	economy	economy	NOUN
economy-6780	182	2	,	,	PUNCT
economy-6780	182	3	2025	2025	NUM
economy-6780	182	4	,	,	PUNCT
economy-6780	182	5	12(2	12(2	NUM
economy-6780	182	6	):	):	PUNCT
economy-6780	182	7	51	51	NUM
economy-6780	182	8	-	-	SYM
economy-6780	182	9	59	59	NUM
economy-6780	182	10	57	57	NUM
economy-6780	182	11	©	©	PROPN
economy-6780	182	12	2025	2025	NUM
economy-6780	182	13	by	by	ADP
economy-6780	182	14	the	the	DET
economy-6780	182	15	authors	author	NOUN
economy-6780	182	16	;	;	PUNCT
economy-6780	182	17	licensee	licensee	PROPN
economy-6780	182	18	asian	asian	ADJ
economy-6780	182	19	online	online	PROPN
economy-6780	182	20	journal	journal	PROPN
economy-6780	182	21	publishing	publishing	NOUN
economy-6780	182	22	group	group	NOUN
economy-6780	182	23	4.4	4.4	NUM
economy-6780	182	24	.	.	PUNCT
economy-6780	183	1	multiple	multiple	ADJ
economy-6780	183	2	regression	regression	NOUN
economy-6780	183	3	and	and	CCONJ
economy-6780	183	4	t	t	NOUN
economy-6780	183	5	-	-	PUNCT
economy-6780	183	6	test	test	NOUN
economy-6780	183	7	the	the	DET
economy-6780	183	8	results	result	NOUN
economy-6780	183	9	of	of	ADP
economy-6780	183	10	the	the	DET
economy-6780	183	11	t	t	NOUN
economy-6780	183	12	-	-	PUNCT
economy-6780	183	13	test	test	NOUN
economy-6780	183	14	significance	significance	NOUN
economy-6780	183	15	from	from	ADP
economy-6780	183	16	table	table	NOUN
economy-6780	183	17	5	5	NUM
economy-6780	183	18	indicate	indicate	VERB
economy-6780	183	19	that	that	SCONJ
economy-6780	183	20	five	five	NUM
economy-6780	183	21	hypotheses	hypothesis	NOUN
economy-6780	183	22	were	be	AUX
economy-6780	183	23	tested	test	VERB
economy-6780	183	24	.	.	PUNCT
economy-6780	184	1	the	the	DET
economy-6780	184	2	results	result	NOUN
economy-6780	184	3	show	show	VERB
economy-6780	184	4	that	that	SCONJ
economy-6780	184	5	hypotheses	hypothesis	NOUN
economy-6780	184	6	h1	h1	PROPN
economy-6780	184	7	,	,	PUNCT
economy-6780	184	8	h2	h2	PROPN
economy-6780	184	9	,	,	PUNCT
economy-6780	184	10	h3	h3	NOUN
economy-6780	184	11	,	,	PUNCT
economy-6780	184	12	and	and	CCONJ
economy-6780	184	13	h5	h5	PROPN
economy-6780	184	14	are	be	AUX
economy-6780	184	15	supported	support	VERB
economy-6780	184	16	,	,	PUNCT
economy-6780	184	17	as	as	SCONJ
economy-6780	184	18	the	the	DET
economy-6780	184	19	t	t	NOUN
economy-6780	184	20	-	-	PUNCT
economy-6780	184	21	test	test	NOUN
economy-6780	184	22	values	value	NOUN
economy-6780	184	23	for	for	ADP
economy-6780	184	24	these	these	DET
economy-6780	184	25	variables	variable	NOUN
economy-6780	184	26	are	be	AUX
economy-6780	184	27	below	below	ADP
economy-6780	184	28	0.05	0.05	NUM
economy-6780	184	29	.	.	PUNCT
economy-6780	185	1	therefore	therefore	ADV
economy-6780	185	2	,	,	PUNCT
economy-6780	185	3	it	it	PRON
economy-6780	185	4	can	can	AUX
economy-6780	185	5	be	be	AUX
economy-6780	185	6	concluded	conclude	VERB
economy-6780	185	7	that	that	SCONJ
economy-6780	185	8	h1	h1	PROPN
economy-6780	185	9	(	(	PUNCT
economy-6780	185	10	family	family	NOUN
economy-6780	185	11	influence	influence	NOUN
economy-6780	185	12	)	)	PUNCT
economy-6780	185	13	,	,	PUNCT
economy-6780	185	14	h2	h2	NOUN
economy-6780	185	15	(	(	PUNCT
economy-6780	185	16	innovation	innovation	NOUN
economy-6780	185	17	)	)	PUNCT
economy-6780	185	18	,	,	PUNCT
economy-6780	185	19	h3	h3	NOUN
economy-6780	185	20	(	(	PUNCT
economy-6780	185	21	need	need	VERB
economy-6780	185	22	for	for	ADP
economy-6780	185	23	achievement	achievement	NOUN
economy-6780	185	24	)	)	PUNCT
economy-6780	185	25	,	,	PUNCT
economy-6780	185	26	and	and	CCONJ
economy-6780	185	27	h5	h5	PROPN
economy-6780	185	28	(	(	PUNCT
economy-6780	185	29	investment	investment	NOUN
economy-6780	185	30	decision	decision	NOUN
economy-6780	185	31	*	*	PUNCT
economy-6780	185	32	positive	positive	ADJ
economy-6780	185	33	word	word	NOUN
economy-6780	185	34	of	of	ADP
economy-6780	185	35	mouth	mouth	NOUN
economy-6780	185	36	)	)	PUNCT
economy-6780	185	37	are	be	AUX
economy-6780	185	38	supported	support	VERB
economy-6780	185	39	.	.	PUNCT
economy-6780	186	1	however	however	ADV
economy-6780	186	2	,	,	PUNCT
economy-6780	186	3	hypothesis	hypothesis	NOUN
economy-6780	186	4	h4	h4	NOUN
economy-6780	186	5	(	(	PUNCT
economy-6780	186	6	risk	risk	NOUN
economy-6780	186	7	taking	take	VERB
economy-6780	186	8	*	*	PUNCT
economy-6780	186	9	investment	investment	NOUN
economy-6780	186	10	decision	decision	NOUN
economy-6780	186	11	)	)	PUNCT
economy-6780	186	12	is	be	AUX
economy-6780	186	13	rejected	reject	VERB
economy-6780	186	14	,	,	PUNCT
economy-6780	186	15	as	as	SCONJ
economy-6780	186	16	the	the	DET
economy-6780	186	17	t	t	NOUN
economy-6780	186	18	-	-	PUNCT
economy-6780	186	19	test	test	NOUN
economy-6780	186	20	value	value	NOUN
economy-6780	186	21	is	be	AUX
economy-6780	186	22	above	above	ADP
economy-6780	186	23	0.05	0.05	NUM
economy-6780	186	24	(	(	PUNCT
economy-6780	186	25	0.387	0.387	NUM
economy-6780	186	26	)	)	PUNCT
economy-6780	186	27	.	.	PUNCT
economy-6780	187	1	additionally	additionally	ADV
economy-6780	187	2	,	,	PUNCT
economy-6780	187	3	from	from	ADP
economy-6780	187	4	table	table	NOUN
economy-6780	187	5	5	5	NUM
economy-6780	187	6	,	,	PUNCT
economy-6780	187	7	it	it	PRON
economy-6780	187	8	can	can	AUX
economy-6780	187	9	be	be	AUX
economy-6780	187	10	concluded	conclude	VERB
economy-6780	187	11	that	that	SCONJ
economy-6780	187	12	the	the	DET
economy-6780	187	13	need	need	NOUN
economy-6780	187	14	for	for	ADP
economy-6780	187	15	achievement	achievement	NOUN
economy-6780	187	16	(	(	PUNCT
economy-6780	187	17	na	na	NOUN
economy-6780	187	18	)	)	PUNCT
economy-6780	187	19	has	have	VERB
economy-6780	187	20	the	the	DET
economy-6780	187	21	largest	large	ADJ
economy-6780	187	22	positive	positive	ADJ
economy-6780	187	23	direct	direct	ADJ
economy-6780	187	24	influence	influence	NOUN
economy-6780	187	25	on	on	ADP
economy-6780	187	26	investment	investment	NOUN
economy-6780	187	27	decision	decision	NOUN
economy-6780	187	28	(	(	PUNCT
economy-6780	187	29	i	i	NOUN
economy-6780	187	30	d	d	PROPN
economy-6780	187	31	)	)	PUNCT
economy-6780	187	32	,	,	PUNCT
economy-6780	187	33	with	with	ADP
economy-6780	187	34	a	a	DET
economy-6780	187	35	regression	regression	NOUN
economy-6780	187	36	coefficient	coefficient	NOUN
economy-6780	187	37	of	of	ADP
economy-6780	187	38	0.520	0.520	NUM
economy-6780	187	39	.	.	PUNCT
economy-6780	188	1	the	the	DET
economy-6780	188	2	factors	factor	NOUN
economy-6780	188	3	with	with	ADP
economy-6780	188	4	the	the	DET
economy-6780	188	5	greatest	great	ADJ
economy-6780	188	6	positive	positive	ADJ
economy-6780	188	7	influence	influence	NOUN
economy-6780	188	8	on	on	ADP
economy-6780	188	9	investment	investment	NOUN
economy-6780	188	10	decision	decision	NOUN
economy-6780	188	11	are	be	AUX
economy-6780	188	12	family	family	NOUN
economy-6780	188	13	influence	influence	NOUN
economy-6780	188	14	(	(	PUNCT
economy-6780	188	15	fi	fi	NOUN
economy-6780	188	16	)	)	PUNCT
economy-6780	188	17	with	with	ADP
economy-6780	188	18	a	a	DET
economy-6780	188	19	coefficient	coefficient	NOUN
economy-6780	188	20	of	of	ADP
economy-6780	188	21	0.255	0.255	NUM
economy-6780	188	22	,	,	PUNCT
economy-6780	188	23	followed	follow	VERB
economy-6780	188	24	by	by	ADP
economy-6780	188	25	innovation	innovation	NOUN
economy-6780	188	26	(	(	PUNCT
economy-6780	188	27	in	in	ADP
economy-6780	188	28	)	)	PUNCT
economy-6780	188	29	with	with	ADP
economy-6780	188	30	a	a	DET
economy-6780	188	31	coefficient	coefficient	NOUN
economy-6780	188	32	of	of	ADP
economy-6780	188	33	0.139	0.139	NUM
economy-6780	188	34	,	,	PUNCT
economy-6780	188	35	and	and	CCONJ
economy-6780	188	36	lastly	lastly	ADV
economy-6780	188	37	,	,	PUNCT
economy-6780	188	38	risk	risk	NOUN
economy-6780	188	39	taking	taking	NOUN
economy-6780	188	40	(	(	PUNCT
economy-6780	188	41	rt	rt	PROPN
economy-6780	188	42	)	)	PUNCT
economy-6780	188	43	with	with	ADP
economy-6780	188	44	a	a	DET
economy-6780	188	45	coefficient	coefficient	NOUN
economy-6780	188	46	of	of	ADP
economy-6780	188	47	0.045	0.045	NUM
economy-6780	188	48	.	.	PUNCT
economy-6780	188	49	table	table	NOUN
economy-6780	188	50	6	6	NUM
economy-6780	188	51	.	.	PUNCT
economy-6780	189	1	f	f	X
economy-6780	189	2	-	-	PUNCT
economy-6780	189	3	test	test	NOUN
economy-6780	189	4	.	.	PUNCT
economy-6780	190	1	variable	variable	ADJ
economy-6780	190	2	sig	sig	PRON
economy-6780	190	3	standard	standard	ADJ
economy-6780	190	4	hypothesis	hypothesis	NOUN
economy-6780	190	5	fi	fi	NOUN
economy-6780	190	6	,	,	PUNCT
economy-6780	190	7	in	in	ADV
economy-6780	190	8	,	,	PUNCT
economy-6780	190	9	na	na	INTJ
economy-6780	190	10	,	,	PUNCT
economy-6780	190	11	rt→	rt→	ADJ
economy-6780	190	12	i	i	NOUN
economy-6780	190	13	d	d	NOUN
economy-6780	190	14	0.000	0.000	NUM
economy-6780	190	15	0.05	0.05	NUM
economy-6780	190	16	hypothesis	hypothesis	NOUN
economy-6780	190	17	accepted	accept	VERB
economy-6780	190	18	i	i	PROPN
economy-6780	190	19	d	d	PROPN
economy-6780	190	20	→	→	SYM
economy-6780	190	21	pwom	pwom	NOUN
economy-6780	190	22	0.000	0.000	NUM
economy-6780	190	23	0.05	0.05	NUM
economy-6780	190	24	hypothesis	hypothesis	NOUN
economy-6780	190	25	accepted	accept	VERB
economy-6780	190	26	4.5	4.5	NUM
economy-6780	190	27	.	.	PUNCT
economy-6780	191	1	f	f	X
economy-6780	191	2	-	-	PUNCT
economy-6780	191	3	test	test	NOUN
economy-6780	191	4	based	base	VERB
economy-6780	191	5	on	on	ADP
economy-6780	191	6	table	table	NOUN
economy-6780	191	7	6	6	NUM
economy-6780	191	8	,	,	PUNCT
economy-6780	191	9	it	it	PRON
economy-6780	191	10	can	can	AUX
economy-6780	191	11	be	be	AUX
economy-6780	191	12	stated	state	VERB
economy-6780	191	13	that	that	SCONJ
economy-6780	191	14	there	there	PRON
economy-6780	191	15	is	be	VERB
economy-6780	191	16	a	a	DET
economy-6780	191	17	significant	significant	ADJ
economy-6780	191	18	influence	influence	NOUN
economy-6780	191	19	of	of	ADP
economy-6780	191	20	family	family	NOUN
economy-6780	191	21	influence	influence	NOUN
economy-6780	191	22	(	(	PUNCT
economy-6780	191	23	fi	fi	NOUN
economy-6780	191	24	)	)	PUNCT
economy-6780	191	25	,	,	PUNCT
economy-6780	191	26	innovation	innovation	NOUN
economy-6780	191	27	(	(	PUNCT
economy-6780	191	28	in	in	ADP
economy-6780	191	29	)	)	PUNCT
economy-6780	191	30	,	,	PUNCT
economy-6780	191	31	need	need	VERB
economy-6780	191	32	for	for	ADP
economy-6780	191	33	achievement	achievement	NOUN
economy-6780	191	34	(	(	PUNCT
economy-6780	191	35	na	na	NOUN
economy-6780	191	36	)	)	PUNCT
economy-6780	191	37	,	,	PUNCT
economy-6780	191	38	and	and	CCONJ
economy-6780	191	39	risk	risk	NOUN
economy-6780	191	40	taking	taking	NOUN
economy-6780	191	41	(	(	PUNCT
economy-6780	191	42	rt	rt	NOUN
economy-6780	191	43	)	)	PUNCT
economy-6780	191	44	on	on	ADP
economy-6780	191	45	investment	investment	NOUN
economy-6780	191	46	decision	decision	NOUN
economy-6780	191	47	(	(	PUNCT
economy-6780	191	48	i	i	NOUN
economy-6780	191	49	d	d	PROPN
economy-6780	191	50	)	)	PUNCT
economy-6780	191	51	,	,	PUNCT
economy-6780	191	52	as	as	ADV
economy-6780	191	53	well	well	ADV
economy-6780	191	54	as	as	ADP
economy-6780	191	55	an	an	DET
economy-6780	191	56	influence	influence	NOUN
economy-6780	191	57	of	of	ADP
economy-6780	191	58	investment	investment	NOUN
economy-6780	191	59	decision	decision	NOUN
economy-6780	191	60	(	(	PUNCT
economy-6780	191	61	i	i	NOUN
economy-6780	191	62	d	d	PROPN
economy-6780	191	63	)	)	PUNCT
economy-6780	191	64	on	on	ADP
economy-6780	191	65	positive	positive	ADJ
economy-6780	191	66	word	word	NOUN
economy-6780	191	67	of	of	ADP
economy-6780	191	68	mouth	mouth	NOUN
economy-6780	191	69	(	(	PUNCT
economy-6780	191	70	pwom	pwom	NOUN
economy-6780	191	71	)	)	PUNCT
economy-6780	191	72	,	,	PUNCT
economy-6780	191	73	with	with	SCONJ
economy-6780	191	74	all	all	DET
economy-6780	191	75	hypotheses	hypothesis	NOUN
economy-6780	191	76	being	be	AUX
economy-6780	191	77	accepted	accept	VERB
economy-6780	191	78	.	.	PUNCT
economy-6780	192	1	5	5	X
economy-6780	192	2	.	.	X
economy-6780	192	3	discussion	discussion	NOUN
economy-6780	192	4	this	this	DET
economy-6780	192	5	model	model	NOUN
economy-6780	192	6	was	be	AUX
economy-6780	192	7	developed	develop	VERB
economy-6780	192	8	to	to	PART
economy-6780	192	9	examine	examine	VERB
economy-6780	192	10	the	the	DET
economy-6780	192	11	impact	impact	NOUN
economy-6780	192	12	of	of	ADP
economy-6780	192	13	various	various	ADJ
economy-6780	192	14	psychological	psychological	ADJ
economy-6780	192	15	and	and	CCONJ
economy-6780	192	16	social	social	ADJ
economy-6780	192	17	factors	factor	NOUN
economy-6780	192	18	on	on	ADP
economy-6780	192	19	investment	investment	NOUN
economy-6780	192	20	decision	decision	NOUN
economy-6780	192	21	-	-	PUNCT
economy-6780	192	22	making	making	NOUN
economy-6780	192	23	(	(	PUNCT
economy-6780	192	24	idm	idm	NOUN
economy-6780	192	25	)	)	PUNCT
economy-6780	192	26	,	,	PUNCT
economy-6780	192	27	including	include	VERB
economy-6780	192	28	family	family	NOUN
economy-6780	192	29	influence	influence	NOUN
economy-6780	192	30	(	(	PUNCT
economy-6780	192	31	fi	fi	NOUN
economy-6780	192	32	)	)	PUNCT
economy-6780	192	33	,	,	PUNCT
economy-6780	192	34	innovation	innovation	NOUN
economy-6780	192	35	(	(	PUNCT
economy-6780	192	36	in	in	ADP
economy-6780	192	37	)	)	PUNCT
economy-6780	192	38	,	,	PUNCT
economy-6780	192	39	need	need	VERB
economy-6780	192	40	for	for	ADP
economy-6780	192	41	achievement	achievement	NOUN
economy-6780	192	42	(	(	PUNCT
economy-6780	192	43	na	na	NOUN
economy-6780	192	44	)	)	PUNCT
economy-6780	192	45	,	,	PUNCT
economy-6780	192	46	and	and	CCONJ
economy-6780	192	47	risktaking	risktake	VERB
economy-6780	192	48	(	(	PUNCT
economy-6780	192	49	rt	rt	PROPN
economy-6780	192	50	)	)	PUNCT
economy-6780	192	51	,	,	PUNCT
economy-6780	192	52	with	with	ADP
economy-6780	192	53	positive	positive	ADJ
economy-6780	192	54	word	word	NOUN
economy-6780	192	55	of	of	ADP
economy-6780	192	56	mouth	mouth	NOUN
economy-6780	192	57	(	(	PUNCT
economy-6780	192	58	pwom	pwom	NOUN
economy-6780	192	59	)	)	PUNCT
economy-6780	192	60	serving	serve	VERB
economy-6780	192	61	as	as	ADP
economy-6780	192	62	a	a	DET
economy-6780	192	63	moderating	moderate	VERB
economy-6780	192	64	variable	variable	NOUN
economy-6780	192	65	.	.	PUNCT
economy-6780	193	1	the	the	DET
economy-6780	193	2	research	research	NOUN
economy-6780	193	3	established	establish	VERB
economy-6780	193	4	that	that	PRON
economy-6780	193	5	family	family	NOUN
economy-6780	193	6	influence	influence	NOUN
economy-6780	193	7	,	,	PUNCT
economy-6780	193	8	innovation	innovation	NOUN
economy-6780	193	9	,	,	PUNCT
economy-6780	193	10	and	and	CCONJ
economy-6780	193	11	need	need	VERB
economy-6780	193	12	for	for	ADP
economy-6780	193	13	achievement	achievement	NOUN
economy-6780	193	14	significantly	significantly	ADV
economy-6780	193	15	affect	affect	VERB
economy-6780	193	16	investment	investment	NOUN
economy-6780	193	17	decision	decision	NOUN
economy-6780	193	18	-	-	PUNCT
economy-6780	193	19	making	making	NOUN
economy-6780	193	20	,	,	PUNCT
economy-6780	193	21	while	while	SCONJ
economy-6780	193	22	risk	risk	NOUN
economy-6780	193	23	-	-	PUNCT
economy-6780	193	24	taking	taking	NOUN
economy-6780	193	25	did	do	VERB
economy-6780	193	26	not	not	PART
economy-6780	193	27	.	.	PUNCT
economy-6780	194	1	based	base	VERB
economy-6780	194	2	on	on	ADP
economy-6780	194	3	the	the	DET
economy-6780	194	4	data	datum	NOUN
economy-6780	194	5	analysis	analysis	NOUN
economy-6780	194	6	,	,	PUNCT
economy-6780	194	7	the	the	DET
economy-6780	194	8	study	study	NOUN
economy-6780	194	9	confirms	confirm	VERB
economy-6780	194	10	that	that	SCONJ
economy-6780	194	11	factors	factor	NOUN
economy-6780	194	12	such	such	ADJ
economy-6780	194	13	as	as	ADP
economy-6780	194	14	familial	familial	ADJ
economy-6780	194	15	support	support	NOUN
economy-6780	194	16	,	,	PUNCT
economy-6780	194	17	openness	openness	NOUN
economy-6780	194	18	to	to	ADP
economy-6780	194	19	innovation	innovation	NOUN
economy-6780	194	20	,	,	PUNCT
economy-6780	194	21	and	and	CCONJ
economy-6780	194	22	personal	personal	ADJ
economy-6780	194	23	achievement	achievement	NOUN
economy-6780	194	24	goals	goal	NOUN
economy-6780	194	25	drive	drive	VERB
economy-6780	194	26	the	the	DET
economy-6780	194	27	investment	investment	NOUN
economy-6780	194	28	decisions	decision	NOUN
economy-6780	194	29	of	of	ADP
economy-6780	194	30	individuals	individual	NOUN
economy-6780	194	31	.	.	PUNCT
economy-6780	195	1	additionally	additionally	ADV
economy-6780	195	2	,	,	PUNCT
economy-6780	195	3	the	the	DET
economy-6780	195	4	findings	finding	NOUN
economy-6780	195	5	suggest	suggest	VERB
economy-6780	195	6	that	that	SCONJ
economy-6780	195	7	gender	gender	NOUN
economy-6780	195	8	and	and	CCONJ
economy-6780	195	9	age	age	NOUN
economy-6780	195	10	play	play	VERB
economy-6780	195	11	a	a	DET
economy-6780	195	12	role	role	NOUN
economy-6780	195	13	in	in	ADP
economy-6780	195	14	shaping	shape	VERB
economy-6780	195	15	investment	investment	NOUN
economy-6780	195	16	behaviors	behavior	NOUN
economy-6780	195	17	.	.	PUNCT
economy-6780	196	1	the	the	DET
economy-6780	196	2	majority	majority	NOUN
economy-6780	196	3	of	of	ADP
economy-6780	196	4	respondents	respondent	NOUN
economy-6780	196	5	in	in	ADP
economy-6780	196	6	the	the	DET
economy-6780	196	7	study	study	NOUN
economy-6780	196	8	were	be	AUX
economy-6780	196	9	women	woman	NOUN
economy-6780	196	10	aged	age	VERB
economy-6780	196	11	21	21	NUM
economy-6780	196	12	-	-	SYM
economy-6780	196	13	30	30	NUM
economy-6780	196	14	,	,	PUNCT
economy-6780	196	15	which	which	PRON
economy-6780	196	16	highlights	highlight	VERB
economy-6780	196	17	the	the	DET
economy-6780	196	18	importance	importance	NOUN
economy-6780	196	19	of	of	ADP
economy-6780	196	20	understanding	understand	VERB
economy-6780	196	21	this	this	DET
economy-6780	196	22	demographic	demographic	ADJ
economy-6780	196	23	in	in	ADP
economy-6780	196	24	investment	investment	NOUN
economy-6780	196	25	decision	decision	NOUN
economy-6780	196	26	-	-	PUNCT
economy-6780	196	27	making	make	VERB
economy-6780	196	28	processes	process	NOUN
economy-6780	196	29	.	.	PUNCT
economy-6780	197	1	these	these	DET
economy-6780	197	2	results	result	NOUN
economy-6780	197	3	indicate	indicate	VERB
economy-6780	197	4	that	that	SCONJ
economy-6780	197	5	financial	financial	ADJ
economy-6780	197	6	platforms	platform	NOUN
economy-6780	197	7	and	and	CCONJ
economy-6780	197	8	investment	investment	NOUN
economy-6780	197	9	firms	firm	NOUN
economy-6780	197	10	should	should	AUX
economy-6780	197	11	consider	consider	VERB
economy-6780	197	12	targeting	target	VERB
economy-6780	197	13	younger	young	ADJ
economy-6780	197	14	,	,	PUNCT
economy-6780	197	15	tech	tech	NOUN
economy-6780	197	16	-	-	PUNCT
economy-6780	197	17	savvy	savvy	ADJ
economy-6780	197	18	women	woman	NOUN
economy-6780	197	19	,	,	PUNCT
economy-6780	197	20	who	who	PRON
economy-6780	197	21	are	be	AUX
economy-6780	197	22	more	more	ADV
economy-6780	197	23	likely	likely	ADJ
economy-6780	197	24	to	to	PART
economy-6780	197	25	make	make	VERB
economy-6780	197	26	investment	investment	NOUN
economy-6780	197	27	decisions	decision	NOUN
economy-6780	197	28	and	and	CCONJ
economy-6780	197	29	influence	influence	VERB
economy-6780	197	30	others	other	NOUN
economy-6780	197	31	within	within	ADP
economy-6780	197	32	their	their	PRON
economy-6780	197	33	social	social	ADJ
economy-6780	197	34	circles	circle	NOUN
economy-6780	197	35	.	.	PUNCT
economy-6780	198	1	the	the	DET
economy-6780	198	2	positive	positive	ADJ
economy-6780	198	3	regression	regression	NOUN
economy-6780	198	4	coefficient	coefficient	NOUN
economy-6780	198	5	for	for	ADP
economy-6780	198	6	family	family	NOUN
economy-6780	198	7	influence	influence	NOUN
economy-6780	198	8	indicates	indicate	VERB
economy-6780	198	9	a	a	DET
economy-6780	198	10	unidirectional	unidirectional	ADJ
economy-6780	198	11	relationship	relationship	NOUN
economy-6780	198	12	,	,	PUNCT
economy-6780	198	13	meaning	mean	VERB
economy-6780	198	14	that	that	SCONJ
economy-6780	198	15	as	as	SCONJ
economy-6780	198	16	family	family	NOUN
economy-6780	198	17	influence	influence	NOUN
economy-6780	198	18	increases	increase	NOUN
economy-6780	198	19	,	,	PUNCT
economy-6780	198	20	so	so	ADV
economy-6780	198	21	does	do	VERB
economy-6780	198	22	the	the	DET
economy-6780	198	23	likelihood	likelihood	NOUN
economy-6780	198	24	of	of	ADP
economy-6780	198	25	making	make	VERB
economy-6780	198	26	investment	investment	NOUN
economy-6780	198	27	decisions	decision	NOUN
economy-6780	198	28	.	.	PUNCT
economy-6780	199	1	this	this	PRON
economy-6780	199	2	supports	support	VERB
economy-6780	199	3	hypothesis	hypothesis	NOUN
economy-6780	199	4	1	1	NUM
economy-6780	199	5	(	(	PUNCT
economy-6780	199	6	h1	h1	PROPN
economy-6780	199	7	)	)	PUNCT
economy-6780	199	8	,	,	PUNCT
economy-6780	199	9	confirming	confirm	VERB
economy-6780	199	10	that	that	SCONJ
economy-6780	199	11	familial	familial	ADJ
economy-6780	199	12	support	support	NOUN
economy-6780	199	13	plays	play	VERB
economy-6780	199	14	a	a	DET
economy-6780	199	15	crucial	crucial	ADJ
economy-6780	199	16	role	role	NOUN
economy-6780	199	17	in	in	ADP
economy-6780	199	18	the	the	DET
economy-6780	199	19	decision	decision	NOUN
economy-6780	199	20	-	-	PUNCT
economy-6780	199	21	making	make	VERB
economy-6780	199	22	process	process	NOUN
economy-6780	199	23	.	.	PUNCT
economy-6780	200	1	the	the	DET
economy-6780	200	2	findings	finding	NOUN
economy-6780	200	3	align	align	VERB
economy-6780	200	4	with	with	ADP
economy-6780	200	5	previous	previous	ADJ
economy-6780	200	6	research	research	NOUN
economy-6780	200	7	that	that	PRON
economy-6780	200	8	highlights	highlight	VERB
economy-6780	200	9	the	the	DET
economy-6780	200	10	significant	significant	ADJ
economy-6780	200	11	role	role	NOUN
economy-6780	200	12	of	of	ADP
economy-6780	200	13	family	family	NOUN
economy-6780	200	14	in	in	ADP
economy-6780	200	15	shaping	shape	VERB
economy-6780	200	16	financial	financial	ADJ
economy-6780	200	17	choices	choice	NOUN
economy-6780	200	18	,	,	PUNCT
economy-6780	200	19	especially	especially	ADV
economy-6780	200	20	in	in	ADP
economy-6780	200	21	areas	area	NOUN
economy-6780	200	22	requiring	require	VERB
economy-6780	200	23	long	long	ADJ
economy-6780	200	24	-	-	PUNCT
economy-6780	200	25	term	term	NOUN
economy-6780	200	26	planning	planning	NOUN
economy-6780	200	27	like	like	ADP
economy-6780	200	28	investment	investment	NOUN
economy-6780	200	29	.	.	PUNCT
economy-6780	201	1	similarly	similarly	ADV
economy-6780	201	2	,	,	PUNCT
economy-6780	201	3	hypothesis	hypothesis	NOUN
economy-6780	201	4	2	2	NUM
economy-6780	201	5	(	(	PUNCT
economy-6780	201	6	h2	h2	NOUN
economy-6780	201	7	)	)	PUNCT
economy-6780	201	8	,	,	PUNCT
economy-6780	201	9	which	which	PRON
economy-6780	201	10	proposed	propose	VERB
economy-6780	201	11	that	that	SCONJ
economy-6780	201	12	innovation	innovation	NOUN
economy-6780	201	13	influences	influence	VERB
economy-6780	201	14	investment	investment	NOUN
economy-6780	201	15	decisions	decision	NOUN
economy-6780	201	16	,	,	PUNCT
economy-6780	201	17	was	be	AUX
economy-6780	201	18	also	also	ADV
economy-6780	201	19	supported	support	VERB
economy-6780	201	20	.	.	PUNCT
economy-6780	202	1	although	although	SCONJ
economy-6780	202	2	the	the	DET
economy-6780	202	3	effect	effect	NOUN
economy-6780	202	4	was	be	AUX
economy-6780	202	5	moderate	moderate	ADJ
economy-6780	202	6	,	,	PUNCT
economy-6780	202	7	the	the	DET
economy-6780	202	8	data	datum	NOUN
economy-6780	202	9	shows	show	VERB
economy-6780	202	10	that	that	SCONJ
economy-6780	202	11	individuals	individual	NOUN
economy-6780	202	12	open	open	ADJ
economy-6780	202	13	to	to	ADP
economy-6780	202	14	innovation	innovation	NOUN
economy-6780	202	15	are	be	AUX
economy-6780	202	16	more	more	ADV
economy-6780	202	17	likely	likely	ADJ
economy-6780	202	18	to	to	PART
economy-6780	202	19	make	make	VERB
economy-6780	202	20	investment	investment	NOUN
economy-6780	202	21	decisions	decision	NOUN
economy-6780	202	22	,	,	PUNCT
economy-6780	202	23	emphasizing	emphasize	VERB
economy-6780	202	24	the	the	DET
economy-6780	202	25	relevance	relevance	NOUN
economy-6780	202	26	of	of	ADP
economy-6780	202	27	new	new	ADJ
economy-6780	202	28	financial	financial	ADJ
economy-6780	202	29	products	product	NOUN
economy-6780	202	30	and	and	CCONJ
economy-6780	202	31	services	service	NOUN
economy-6780	202	32	that	that	PRON
economy-6780	202	33	appeal	appeal	VERB
economy-6780	202	34	to	to	ADP
economy-6780	202	35	more	more	ADV
economy-6780	202	36	innovative	innovative	ADJ
economy-6780	202	37	investors	investor	NOUN
economy-6780	202	38	.	.	PUNCT
economy-6780	203	1	hypothesis	hypothesis	NOUN
economy-6780	203	2	3	3	NUM
economy-6780	203	3	(	(	PUNCT
economy-6780	203	4	h3	h3	NOUN
economy-6780	203	5	)	)	PUNCT
economy-6780	203	6	,	,	PUNCT
economy-6780	203	7	concerning	concern	VERB
economy-6780	203	8	the	the	DET
economy-6780	203	9	need	need	NOUN
economy-6780	203	10	for	for	ADP
economy-6780	203	11	achievement	achievement	NOUN
economy-6780	203	12	,	,	PUNCT
economy-6780	203	13	was	be	AUX
economy-6780	203	14	strongly	strongly	ADV
economy-6780	203	15	supported	support	VERB
economy-6780	203	16	as	as	ADV
economy-6780	203	17	well	well	ADV
economy-6780	203	18	.	.	PUNCT
economy-6780	204	1	individuals	individual	NOUN
economy-6780	204	2	with	with	ADP
economy-6780	204	3	a	a	DET
economy-6780	204	4	high	high	ADJ
economy-6780	204	5	need	need	NOUN
economy-6780	204	6	for	for	ADP
economy-6780	204	7	achievement	achievement	NOUN
economy-6780	204	8	were	be	AUX
economy-6780	204	9	found	find	VERB
economy-6780	204	10	to	to	PART
economy-6780	204	11	make	make	VERB
economy-6780	204	12	investment	investment	NOUN
economy-6780	204	13	decisions	decision	NOUN
economy-6780	204	14	at	at	ADP
economy-6780	204	15	higher	high	ADJ
economy-6780	204	16	rates	rate	NOUN
economy-6780	204	17	.	.	PUNCT
economy-6780	205	1	this	this	DET
economy-6780	205	2	finding	finding	NOUN
economy-6780	205	3	highlights	highlight	VERB
economy-6780	205	4	the	the	DET
economy-6780	205	5	influence	influence	NOUN
economy-6780	205	6	of	of	ADP
economy-6780	205	7	personal	personal	ADJ
economy-6780	205	8	ambition	ambition	NOUN
economy-6780	205	9	and	and	CCONJ
economy-6780	205	10	goals	goal	NOUN
economy-6780	205	11	for	for	ADP
economy-6780	205	12	financial	financial	ADJ
economy-6780	205	13	success	success	NOUN
economy-6780	205	14	on	on	ADP
economy-6780	205	15	investment	investment	NOUN
economy-6780	205	16	behavior	behavior	NOUN
economy-6780	205	17	.	.	PUNCT
economy-6780	206	1	investors	investor	NOUN
economy-6780	206	2	who	who	PRON
economy-6780	206	3	are	be	AUX
economy-6780	206	4	driven	drive	VERB
economy-6780	206	5	by	by	ADP
economy-6780	206	6	achievement	achievement	NOUN
economy-6780	206	7	may	may	AUX
economy-6780	206	8	be	be	AUX
economy-6780	206	9	more	more	ADV
economy-6780	206	10	willing	willing	ADJ
economy-6780	206	11	to	to	PART
economy-6780	206	12	take	take	VERB
economy-6780	206	13	calculated	calculated	ADJ
economy-6780	206	14	risks	risk	NOUN
economy-6780	206	15	and	and	CCONJ
economy-6780	206	16	seek	seek	VERB
economy-6780	206	17	opportunities	opportunity	NOUN
economy-6780	206	18	for	for	ADP
economy-6780	206	19	growth	growth	NOUN
economy-6780	206	20	,	,	PUNCT
economy-6780	206	21	which	which	PRON
economy-6780	206	22	is	be	AUX
economy-6780	206	23	critical	critical	ADJ
economy-6780	206	24	in	in	ADP
economy-6780	206	25	investment	investment	NOUN
economy-6780	206	26	decision	decision	NOUN
economy-6780	206	27	-	-	PUNCT
economy-6780	206	28	making	making	NOUN
economy-6780	206	29	.	.	PUNCT
economy-6780	207	1	on	on	ADP
economy-6780	207	2	the	the	DET
economy-6780	207	3	other	other	ADJ
economy-6780	207	4	hand	hand	NOUN
economy-6780	207	5	,	,	PUNCT
economy-6780	207	6	hypothesis	hypothesis	NOUN
economy-6780	207	7	4	4	NUM
economy-6780	207	8	(	(	PUNCT
economy-6780	207	9	h4	h4	PROPN
economy-6780	207	10	)	)	PUNCT
economy-6780	207	11	,	,	PUNCT
economy-6780	207	12	which	which	PRON
economy-6780	207	13	suggested	suggest	VERB
economy-6780	207	14	that	that	SCONJ
economy-6780	207	15	risk	risk	NOUN
economy-6780	207	16	-	-	PUNCT
economy-6780	207	17	taking	take	VERB
economy-6780	207	18	significantly	significantly	ADV
economy-6780	207	19	impacts	impact	VERB
economy-6780	207	20	investment	investment	NOUN
economy-6780	207	21	decisions	decision	NOUN
economy-6780	207	22	,	,	PUNCT
economy-6780	207	23	was	be	AUX
economy-6780	207	24	rejected	reject	VERB
economy-6780	207	25	.	.	PUNCT
economy-6780	208	1	the	the	DET
economy-6780	208	2	study	study	NOUN
economy-6780	208	3	found	find	VERB
economy-6780	208	4	that	that	SCONJ
economy-6780	208	5	risk	risk	NOUN
economy-6780	208	6	-	-	PUNCT
economy-6780	208	7	taking	take	VERB
economy-6780	208	8	behavior	behavior	NOUN
economy-6780	208	9	did	do	AUX
economy-6780	208	10	not	not	PART
economy-6780	208	11	significantly	significantly	ADV
economy-6780	208	12	influence	influence	VERB
economy-6780	208	13	investment	investment	NOUN
economy-6780	208	14	decision	decision	NOUN
economy-6780	208	15	-	-	PUNCT
economy-6780	208	16	making	making	NOUN
economy-6780	208	17	,	,	PUNCT
economy-6780	208	18	which	which	PRON
economy-6780	208	19	contradicts	contradict	VERB
economy-6780	208	20	traditional	traditional	ADJ
economy-6780	208	21	views	view	NOUN
economy-6780	208	22	that	that	PRON
economy-6780	208	23	assume	assume	VERB
economy-6780	208	24	investors	investor	NOUN
economy-6780	208	25	are	be	AUX
economy-6780	208	26	inherently	inherently	ADV
economy-6780	208	27	risk	risk	NOUN
economy-6780	208	28	-	-	PUNCT
economy-6780	208	29	tolerant	tolerant	ADJ
economy-6780	208	30	.	.	PUNCT
economy-6780	209	1	this	this	PRON
economy-6780	209	2	could	could	AUX
economy-6780	209	3	be	be	AUX
economy-6780	209	4	due	due	ADJ
economy-6780	209	5	to	to	ADP
economy-6780	209	6	the	the	DET
economy-6780	209	7	moderating	moderate	VERB
economy-6780	209	8	effect	effect	NOUN
economy-6780	209	9	of	of	ADP
economy-6780	209	10	other	other	ADJ
economy-6780	209	11	factors	factor	NOUN
economy-6780	209	12	such	such	ADJ
economy-6780	209	13	as	as	ADP
economy-6780	209	14	family	family	NOUN
economy-6780	209	15	influence	influence	NOUN
economy-6780	209	16	and	and	CCONJ
economy-6780	209	17	personal	personal	ADJ
economy-6780	209	18	achievement	achievement	NOUN
economy-6780	209	19	,	,	PUNCT
economy-6780	209	20	which	which	PRON
economy-6780	209	21	may	may	AUX
economy-6780	209	22	outweigh	outweigh	VERB
economy-6780	209	23	the	the	DET
economy-6780	209	24	direct	direct	ADJ
economy-6780	209	25	influence	influence	NOUN
economy-6780	209	26	of	of	ADP
economy-6780	209	27	risk	risk	NOUN
economy-6780	209	28	-	-	PUNCT
economy-6780	209	29	taking	taking	NOUN
economy-6780	209	30	on	on	ADP
economy-6780	209	31	investment	investment	NOUN
economy-6780	209	32	decisions	decision	NOUN
economy-6780	209	33	.	.	PUNCT
economy-6780	210	1	finally	finally	ADV
economy-6780	210	2	,	,	PUNCT
economy-6780	210	3	the	the	DET
economy-6780	210	4	significant	significant	ADJ
economy-6780	210	5	positive	positive	ADJ
economy-6780	210	6	relationship	relationship	NOUN
economy-6780	210	7	found	find	VERB
economy-6780	210	8	between	between	ADP
economy-6780	210	9	investment	investment	NOUN
economy-6780	210	10	decisions	decision	NOUN
economy-6780	210	11	and	and	CCONJ
economy-6780	210	12	positive	positive	ADJ
economy-6780	210	13	word	word	NOUN
economy-6780	210	14	of	of	ADP
economy-6780	210	15	mouth	mouth	NOUN
economy-6780	210	16	(	(	PUNCT
economy-6780	210	17	hypothesis	hypothesis	NOUN
economy-6780	210	18	5	5	NUM
economy-6780	210	19	,	,	PUNCT
economy-6780	210	20	h5	h5	PROPN
economy-6780	210	21	)	)	PUNCT
economy-6780	210	22	underscores	underscore	VERB
economy-6780	210	23	the	the	DET
economy-6780	210	24	importance	importance	NOUN
economy-6780	210	25	of	of	ADP
economy-6780	210	26	social	social	ADJ
economy-6780	210	27	influence	influence	NOUN
economy-6780	210	28	in	in	ADP
economy-6780	210	29	financial	financial	ADJ
economy-6780	210	30	decision	decision	NOUN
economy-6780	210	31	-	-	PUNCT
economy-6780	210	32	making	making	NOUN
economy-6780	210	33	.	.	PUNCT
economy-6780	211	1	individuals	individual	NOUN
economy-6780	211	2	who	who	PRON
economy-6780	211	3	make	make	VERB
economy-6780	211	4	investment	investment	NOUN
economy-6780	211	5	decisions	decision	NOUN
economy-6780	211	6	are	be	AUX
economy-6780	211	7	more	more	ADV
economy-6780	211	8	likely	likely	ADJ
economy-6780	211	9	to	to	PART
economy-6780	211	10	share	share	VERB
economy-6780	211	11	their	their	PRON
economy-6780	211	12	experiences	experience	NOUN
economy-6780	211	13	with	with	ADP
economy-6780	211	14	others	other	NOUN
economy-6780	211	15	,	,	PUNCT
economy-6780	211	16	thereby	thereby	ADV
economy-6780	211	17	spreading	spread	VERB
economy-6780	211	18	information	information	NOUN
economy-6780	211	19	about	about	ADP
economy-6780	211	20	investments	investment	NOUN
economy-6780	211	21	through	through	ADP
economy-6780	211	22	word	word	NOUN
economy-6780	211	23	-	-	PUNCT
economy-6780	211	24	of	of	ADP
economy-6780	211	25	-	-	PUNCT
economy-6780	211	26	mouth	mouth	NOUN
economy-6780	211	27	.	.	PUNCT
economy-6780	212	1	this	this	DET
economy-6780	212	2	finding	finding	NOUN
economy-6780	212	3	aligns	align	VERB
economy-6780	212	4	with	with	ADP
economy-6780	212	5	the	the	DET
economy-6780	212	6	theory	theory	NOUN
economy-6780	212	7	that	that	SCONJ
economy-6780	212	8	social	social	ADJ
economy-6780	212	9	networks	network	NOUN
economy-6780	212	10	play	play	VERB
economy-6780	212	11	a	a	DET
economy-6780	212	12	significant	significant	ADJ
economy-6780	212	13	role	role	NOUN
economy-6780	212	14	in	in	ADP
economy-6780	212	15	financial	financial	ADJ
economy-6780	212	16	behaviors	behavior	NOUN
economy-6780	212	17	,	,	PUNCT
economy-6780	212	18	with	with	ADP
economy-6780	212	19	recommendations	recommendation	NOUN
economy-6780	212	20	from	from	ADP
economy-6780	212	21	trusted	trust	VERB
economy-6780	212	22	peers	peer	NOUN
economy-6780	212	23	serving	serve	VERB
economy-6780	212	24	as	as	ADP
economy-6780	212	25	important	important	ADJ
economy-6780	212	26	drivers	driver	NOUN
economy-6780	212	27	of	of	ADP
economy-6780	212	28	investment	investment	NOUN
economy-6780	212	29	decisions	decision	NOUN
economy-6780	212	30	.	.	PUNCT
economy-6780	213	1	in	in	ADP
economy-6780	213	2	conclusion	conclusion	NOUN
economy-6780	213	3	,	,	PUNCT
economy-6780	213	4	the	the	DET
economy-6780	213	5	study	study	NOUN
economy-6780	213	6	provides	provide	VERB
economy-6780	213	7	a	a	DET
economy-6780	213	8	comprehensive	comprehensive	ADJ
economy-6780	213	9	understanding	understanding	NOUN
economy-6780	213	10	of	of	ADP
economy-6780	213	11	the	the	DET
economy-6780	213	12	psychological	psychological	ADJ
economy-6780	213	13	,	,	PUNCT
economy-6780	213	14	social	social	ADJ
economy-6780	213	15	,	,	PUNCT
economy-6780	213	16	and	and	CCONJ
economy-6780	213	17	demographic	demographic	ADJ
economy-6780	213	18	factors	factor	NOUN
economy-6780	213	19	that	that	PRON
economy-6780	213	20	influence	influence	VERB
economy-6780	213	21	investment	investment	NOUN
economy-6780	213	22	decision	decision	NOUN
economy-6780	213	23	-	-	PUNCT
economy-6780	213	24	making	making	NOUN
economy-6780	213	25	.	.	PUNCT
economy-6780	214	1	family	family	NOUN
economy-6780	214	2	influence	influence	NOUN
economy-6780	214	3	,	,	PUNCT
economy-6780	214	4	innovation	innovation	NOUN
economy-6780	214	5	,	,	PUNCT
economy-6780	214	6	and	and	CCONJ
economy-6780	214	7	need	need	VERB
economy-6780	214	8	for	for	ADP
economy-6780	214	9	achievement	achievement	NOUN
economy-6780	214	10	were	be	AUX
economy-6780	214	11	found	find	VERB
economy-6780	214	12	to	to	PART
economy-6780	214	13	have	have	VERB
economy-6780	214	14	a	a	DET
economy-6780	214	15	significant	significant	ADJ
economy-6780	214	16	impact	impact	NOUN
economy-6780	214	17	on	on	ADP
economy-6780	214	18	investment	investment	NOUN
economy-6780	214	19	decisions	decision	NOUN
economy-6780	214	20	,	,	PUNCT
economy-6780	214	21	while	while	SCONJ
economy-6780	214	22	risk	risk	NOUN
economy-6780	214	23	-	-	PUNCT
economy-6780	214	24	taking	taking	NOUN
economy-6780	214	25	was	be	AUX
economy-6780	214	26	not	not	PART
economy-6780	214	27	as	as	ADV
economy-6780	214	28	influential	influential	ADJ
economy-6780	214	29	as	as	SCONJ
economy-6780	214	30	expected	expect	VERB
economy-6780	214	31	.	.	PUNCT
economy-6780	215	1	the	the	DET
economy-6780	215	2	positive	positive	ADJ
economy-6780	215	3	effect	effect	NOUN
economy-6780	215	4	of	of	ADP
economy-6780	215	5	investment	investment	NOUN
economy-6780	215	6	decisions	decision	NOUN
economy-6780	215	7	on	on	ADP
economy-6780	215	8	positive	positive	ADJ
economy-6780	215	9	word	word	NOUN
economy-6780	215	10	of	of	ADP
economy-6780	215	11	mouth	mouth	NOUN
economy-6780	215	12	further	far	ADV
economy-6780	215	13	emphasizes	emphasize	VERB
economy-6780	215	14	the	the	DET
economy-6780	215	15	role	role	NOUN
economy-6780	215	16	of	of	ADP
economy-6780	215	17	social	social	ADJ
economy-6780	215	18	influence	influence	NOUN
economy-6780	215	19	in	in	ADP
economy-6780	215	20	shaping	shape	VERB
economy-6780	215	21	investment	investment	NOUN
economy-6780	215	22	behaviors	behavior	NOUN
economy-6780	215	23	.	.	PUNCT
economy-6780	216	1	these	these	DET
economy-6780	216	2	insights	insight	NOUN
economy-6780	216	3	can	can	AUX
economy-6780	216	4	inform	inform	VERB
economy-6780	216	5	marketing	marketing	NOUN
economy-6780	216	6	strategies	strategy	NOUN
economy-6780	216	7	for	for	ADP
economy-6780	216	8	investment	investment	NOUN
economy-6780	216	9	platforms	platform	NOUN
economy-6780	216	10	and	and	CCONJ
economy-6780	216	11	financial	financial	ADJ
economy-6780	216	12	advisors	advisor	NOUN
economy-6780	216	13	,	,	PUNCT
economy-6780	216	14	helping	help	VERB
economy-6780	216	15	them	they	PRON
economy-6780	216	16	target	target	VERB
economy-6780	216	17	specific	specific	ADJ
economy-6780	216	18	demographics	demographic	NOUN
economy-6780	216	19	and	and	CCONJ
economy-6780	216	20	build	build	VERB
economy-6780	216	21	trust	trust	NOUN
economy-6780	216	22	through	through	ADP
economy-6780	216	23	social	social	ADJ
economy-6780	216	24	validation	validation	NOUN
economy-6780	216	25	.	.	PUNCT
economy-6780	217	1	6	6	X
economy-6780	217	2	.	.	X
economy-6780	217	3	conclusion	conclusion	NOUN
economy-6780	217	4	based	base	VERB
economy-6780	217	5	on	on	ADP
economy-6780	217	6	the	the	DET
economy-6780	217	7	results	result	NOUN
economy-6780	217	8	of	of	ADP
economy-6780	217	9	the	the	DET
economy-6780	217	10	analysis	analysis	NOUN
economy-6780	217	11	,	,	PUNCT
economy-6780	217	12	this	this	DET
economy-6780	217	13	research	research	NOUN
economy-6780	217	14	has	have	AUX
economy-6780	217	15	successfully	successfully	ADV
economy-6780	217	16	contributed	contribute	VERB
economy-6780	217	17	to	to	ADP
economy-6780	217	18	the	the	DET
economy-6780	217	19	understanding	understanding	NOUN
economy-6780	217	20	of	of	ADP
economy-6780	217	21	the	the	DET
economy-6780	217	22	psychological	psychological	ADJ
economy-6780	217	23	and	and	CCONJ
economy-6780	217	24	social	social	ADJ
economy-6780	217	25	factors	factor	NOUN
economy-6780	217	26	influencing	influence	VERB
economy-6780	217	27	investment	investment	NOUN
economy-6780	217	28	decision	decision	NOUN
economy-6780	217	29	-	-	PUNCT
economy-6780	217	30	making	making	NOUN
economy-6780	217	31	(	(	PUNCT
economy-6780	217	32	idm	idm	NOUN
economy-6780	217	33	)	)	PUNCT
economy-6780	217	34	.	.	PUNCT
economy-6780	218	1	specifically	specifically	ADV
economy-6780	218	2	,	,	PUNCT
economy-6780	218	3	four	four	NUM
economy-6780	218	4	hypotheses	hypothesis	NOUN
economy-6780	218	5	were	be	AUX
economy-6780	218	6	supported	support	VERB
economy-6780	218	7	in	in	ADP
economy-6780	218	8	this	this	DET
economy-6780	218	9	study	study	NOUN
economy-6780	218	10	,	,	PUNCT
economy-6780	218	11	confirming	confirm	VERB
economy-6780	218	12	the	the	DET
economy-6780	218	13	significant	significant	ADJ
economy-6780	218	14	impact	impact	NOUN
economy-6780	218	15	of	of	ADP
economy-6780	218	16	family	family	NOUN
economy-6780	218	17	influence	influence	NOUN
economy-6780	218	18	(	(	PUNCT
economy-6780	218	19	fi	fi	NOUN
economy-6780	218	20	)	)	PUNCT
economy-6780	218	21	,	,	PUNCT
economy-6780	218	22	innovation	innovation	NOUN
economy-6780	218	23	(	(	PUNCT
economy-6780	218	24	in	in	ADP
economy-6780	218	25	)	)	PUNCT
economy-6780	218	26	,	,	PUNCT
economy-6780	218	27	and	and	CCONJ
economy-6780	218	28	need	need	VERB
economy-6780	218	29	for	for	ADP
economy-6780	218	30	economy	economy	NOUN
economy-6780	218	31	,	,	PUNCT
economy-6780	218	32	2025	2025	NUM
economy-6780	218	33	,	,	PUNCT
economy-6780	218	34	12(2	12(2	NUM
economy-6780	218	35	):	):	PUNCT
economy-6780	218	36	51	51	NUM
economy-6780	218	37	-	-	SYM
economy-6780	218	38	59	59	NUM
economy-6780	218	39	58	58	NUM
economy-6780	218	40	©	©	ADP
economy-6780	218	41	2025	2025	NUM
economy-6780	218	42	by	by	ADP
economy-6780	218	43	the	the	DET
economy-6780	218	44	authors	author	NOUN
economy-6780	218	45	;	;	PUNCT
economy-6780	218	46	licensee	licensee	PROPN
economy-6780	218	47	asian	asian	ADJ
economy-6780	218	48	online	online	PROPN
economy-6780	218	49	journal	journal	PROPN
economy-6780	218	50	publishing	publishing	NOUN
economy-6780	218	51	group	group	NOUN
economy-6780	218	52	achievement	achievement	NOUN
economy-6780	218	53	(	(	PUNCT
economy-6780	218	54	na	na	NOUN
economy-6780	218	55	)	)	PUNCT
economy-6780	218	56	on	on	ADP
economy-6780	218	57	investment	investment	NOUN
economy-6780	218	58	decisions	decision	NOUN
economy-6780	218	59	.	.	PUNCT
economy-6780	219	1	however	however	ADV
economy-6780	219	2	,	,	PUNCT
economy-6780	219	3	the	the	DET
economy-6780	219	4	hypothesis	hypothesis	NOUN
economy-6780	219	5	related	relate	VERB
economy-6780	219	6	to	to	ADP
economy-6780	219	7	risk	risk	NOUN
economy-6780	219	8	-	-	PUNCT
economy-6780	219	9	taking	taking	NOUN
economy-6780	219	10	(	(	PUNCT
economy-6780	219	11	rt	rt	NOUN
economy-6780	219	12	)	)	PUNCT
economy-6780	219	13	was	be	AUX
economy-6780	219	14	rejected	reject	VERB
economy-6780	219	15	.	.	PUNCT
economy-6780	220	1	the	the	DET
economy-6780	220	2	study	study	NOUN
economy-6780	220	3	highlights	highlight	VERB
economy-6780	220	4	that	that	SCONJ
economy-6780	220	5	family	family	NOUN
economy-6780	220	6	support	support	NOUN
economy-6780	220	7	,	,	PUNCT
economy-6780	220	8	innovation	innovation	NOUN
economy-6780	220	9	,	,	PUNCT
economy-6780	220	10	and	and	CCONJ
economy-6780	220	11	personal	personal	ADJ
economy-6780	220	12	ambition	ambition	NOUN
economy-6780	220	13	play	play	VERB
economy-6780	220	14	key	key	ADJ
economy-6780	220	15	roles	role	NOUN
economy-6780	220	16	in	in	ADP
economy-6780	220	17	shaping	shape	VERB
economy-6780	220	18	individuals	individual	NOUN
economy-6780	220	19	’	’	PART
economy-6780	220	20	investment	investment	NOUN
economy-6780	220	21	choices	choice	NOUN
economy-6780	220	22	,	,	PUNCT
economy-6780	220	23	while	while	SCONJ
economy-6780	220	24	risk	risk	NOUN
economy-6780	220	25	-	-	PUNCT
economy-6780	220	26	taking	taking	NOUN
economy-6780	220	27	does	do	AUX
economy-6780	220	28	not	not	PART
economy-6780	220	29	have	have	VERB
economy-6780	220	30	as	as	ADV
economy-6780	220	31	significant	significant	ADJ
economy-6780	220	32	an	an	DET
economy-6780	220	33	effect	effect	NOUN
economy-6780	220	34	as	as	SCONJ
economy-6780	220	35	initially	initially	ADV
economy-6780	220	36	expected	expect	VERB
economy-6780	220	37	.	.	PUNCT
economy-6780	221	1	the	the	DET
economy-6780	221	2	research	research	NOUN
economy-6780	221	3	also	also	ADV
economy-6780	221	4	emphasizes	emphasize	VERB
economy-6780	221	5	the	the	DET
economy-6780	221	6	important	important	ADJ
economy-6780	221	7	role	role	NOUN
economy-6780	221	8	of	of	ADP
economy-6780	221	9	positive	positive	ADJ
economy-6780	221	10	word	word	NOUN
economy-6780	221	11	of	of	ADP
economy-6780	221	12	mouth	mouth	NOUN
economy-6780	221	13	(	(	PUNCT
economy-6780	221	14	pwom	pwom	NOUN
economy-6780	221	15	)	)	PUNCT
economy-6780	221	16	in	in	ADP
economy-6780	221	17	influencing	influence	VERB
economy-6780	221	18	investment	investment	NOUN
economy-6780	221	19	decisions	decision	NOUN
economy-6780	221	20	,	,	PUNCT
economy-6780	221	21	with	with	ADP
economy-6780	221	22	a	a	DET
economy-6780	221	23	strong	strong	ADJ
economy-6780	221	24	positive	positive	ADJ
economy-6780	221	25	relationship	relationship	NOUN
economy-6780	221	26	found	find	VERB
economy-6780	221	27	between	between	ADP
economy-6780	221	28	investment	investment	NOUN
economy-6780	221	29	decisions	decision	NOUN
economy-6780	221	30	and	and	CCONJ
economy-6780	221	31	pwom	pwom	NOUN
economy-6780	221	32	.	.	PUNCT
economy-6780	222	1	the	the	DET
economy-6780	222	2	findings	finding	NOUN
economy-6780	222	3	suggest	suggest	VERB
economy-6780	222	4	that	that	SCONJ
economy-6780	222	5	the	the	DET
economy-6780	222	6	most	most	ADV
economy-6780	222	7	significant	significant	ADJ
economy-6780	222	8	variable	variable	NOUN
economy-6780	222	9	in	in	ADP
economy-6780	222	10	making	make	VERB
economy-6780	222	11	investment	investment	NOUN
economy-6780	222	12	decisions	decision	NOUN
economy-6780	222	13	is	be	AUX
economy-6780	222	14	the	the	DET
economy-6780	222	15	influence	influence	NOUN
economy-6780	222	16	of	of	ADP
economy-6780	222	17	family	family	NOUN
economy-6780	222	18	.	.	PUNCT
economy-6780	223	1	therefore	therefore	ADV
economy-6780	223	2	,	,	PUNCT
economy-6780	223	3	investment	investment	NOUN
economy-6780	223	4	platforms	platform	NOUN
economy-6780	223	5	should	should	AUX
economy-6780	223	6	target	target	VERB
economy-6780	223	7	customers	customer	NOUN
economy-6780	223	8	by	by	ADP
economy-6780	223	9	acknowledging	acknowledge	VERB
economy-6780	223	10	and	and	CCONJ
economy-6780	223	11	incorporating	incorporate	VERB
economy-6780	223	12	family	family	NOUN
economy-6780	223	13	influences	influence	NOUN
economy-6780	223	14	into	into	ADP
economy-6780	223	15	their	their	PRON
economy-6780	223	16	marketing	marketing	NOUN
economy-6780	223	17	strategies	strategy	NOUN
economy-6780	223	18	.	.	PUNCT
economy-6780	224	1	for	for	ADP
economy-6780	224	2	instance	instance	NOUN
economy-6780	224	3	,	,	PUNCT
economy-6780	224	4	providing	provide	VERB
economy-6780	224	5	tools	tool	NOUN
economy-6780	224	6	or	or	CCONJ
economy-6780	224	7	advice	advice	NOUN
economy-6780	224	8	that	that	PRON
economy-6780	224	9	encourage	encourage	VERB
economy-6780	224	10	family	family	NOUN
economy-6780	224	11	involvement	involvement	NOUN
economy-6780	224	12	in	in	ADP
economy-6780	224	13	financial	financial	ADJ
economy-6780	224	14	planning	planning	NOUN
economy-6780	224	15	could	could	AUX
economy-6780	224	16	enhance	enhance	VERB
economy-6780	224	17	customers	customer	NOUN
economy-6780	224	18	'	'	PART
economy-6780	224	19	decision	decision	NOUN
economy-6780	224	20	-	-	PUNCT
economy-6780	224	21	making	make	VERB
economy-6780	224	22	processes	process	NOUN
economy-6780	224	23	.	.	PUNCT
economy-6780	225	1	additionally	additionally	ADV
economy-6780	225	2	,	,	PUNCT
economy-6780	225	3	innovation	innovation	NOUN
economy-6780	225	4	is	be	AUX
economy-6780	225	5	another	another	DET
economy-6780	225	6	vital	vital	ADJ
economy-6780	225	7	factor	factor	NOUN
economy-6780	225	8	,	,	PUNCT
economy-6780	225	9	with	with	ADP
economy-6780	225	10	individuals	individual	NOUN
economy-6780	225	11	who	who	PRON
economy-6780	225	12	are	be	AUX
economy-6780	225	13	open	open	ADJ
economy-6780	225	14	to	to	ADP
economy-6780	225	15	new	new	ADJ
economy-6780	225	16	ideas	idea	NOUN
economy-6780	225	17	and	and	CCONJ
economy-6780	225	18	technologies	technology	NOUN
economy-6780	225	19	being	be	AUX
economy-6780	225	20	more	more	ADV
economy-6780	225	21	likely	likely	ADJ
economy-6780	225	22	to	to	PART
economy-6780	225	23	make	make	VERB
economy-6780	225	24	investment	investment	NOUN
economy-6780	225	25	decisions	decision	NOUN
economy-6780	225	26	.	.	PUNCT
economy-6780	226	1	financial	financial	ADJ
economy-6780	226	2	institutions	institution	NOUN
economy-6780	226	3	should	should	AUX
economy-6780	226	4	aim	aim	VERB
economy-6780	226	5	to	to	PART
economy-6780	226	6	offer	offer	VERB
economy-6780	226	7	innovative	innovative	ADJ
economy-6780	226	8	and	and	CCONJ
economy-6780	226	9	technology	technology	NOUN
economy-6780	226	10	-	-	PUNCT
economy-6780	226	11	driven	drive	VERB
economy-6780	226	12	products	product	NOUN
economy-6780	226	13	to	to	PART
economy-6780	226	14	attract	attract	VERB
economy-6780	226	15	this	this	DET
economy-6780	226	16	demographic	demographic	ADJ
economy-6780	226	17	,	,	PUNCT
economy-6780	226	18	especially	especially	ADV
economy-6780	226	19	by	by	ADP
economy-6780	226	20	promoting	promote	VERB
economy-6780	226	21	investment	investment	NOUN
economy-6780	226	22	tools	tool	NOUN
economy-6780	226	23	that	that	PRON
economy-6780	226	24	incorporate	incorporate	VERB
economy-6780	226	25	cutting	cutting	NOUN
economy-6780	226	26	-	-	PUNCT
economy-6780	226	27	edge	edge	NOUN
economy-6780	226	28	technologies	technology	NOUN
economy-6780	226	29	.	.	PUNCT
economy-6780	227	1	furthermore	furthermore	ADV
economy-6780	227	2	,	,	PUNCT
economy-6780	227	3	the	the	DET
economy-6780	227	4	study	study	NOUN
economy-6780	227	5	found	find	VERB
economy-6780	227	6	that	that	PRON
economy-6780	227	7	need	need	VERB
economy-6780	227	8	for	for	ADP
economy-6780	227	9	achievement	achievement	NOUN
economy-6780	227	10	(	(	PUNCT
economy-6780	227	11	na	na	NOUN
economy-6780	227	12	)	)	PUNCT
economy-6780	227	13	plays	play	VERB
economy-6780	227	14	a	a	DET
economy-6780	227	15	significant	significant	ADJ
economy-6780	227	16	role	role	NOUN
economy-6780	227	17	in	in	ADP
economy-6780	227	18	investment	investment	NOUN
economy-6780	227	19	decisionmaking	decisionmaking	NOUN
economy-6780	227	20	.	.	PUNCT
economy-6780	228	1	individuals	individual	NOUN
economy-6780	228	2	who	who	PRON
economy-6780	228	3	are	be	AUX
economy-6780	228	4	driven	drive	VERB
economy-6780	228	5	by	by	ADP
economy-6780	228	6	a	a	DET
economy-6780	228	7	desire	desire	NOUN
economy-6780	228	8	for	for	ADP
economy-6780	228	9	success	success	NOUN
economy-6780	228	10	and	and	CCONJ
economy-6780	228	11	personal	personal	ADJ
economy-6780	228	12	achievement	achievement	NOUN
economy-6780	228	13	tend	tend	VERB
economy-6780	228	14	to	to	PART
economy-6780	228	15	be	be	AUX
economy-6780	228	16	more	more	ADV
economy-6780	228	17	engaged	engaged	ADJ
economy-6780	228	18	in	in	ADP
economy-6780	228	19	making	make	VERB
economy-6780	228	20	investment	investment	NOUN
economy-6780	228	21	decisions	decision	NOUN
economy-6780	228	22	.	.	PUNCT
economy-6780	229	1	investment	investment	NOUN
economy-6780	229	2	firms	firm	NOUN
economy-6780	229	3	should	should	AUX
economy-6780	229	4	consider	consider	VERB
economy-6780	229	5	this	this	DET
economy-6780	229	6	aspect	aspect	NOUN
economy-6780	229	7	and	and	CCONJ
economy-6780	229	8	offer	offer	VERB
economy-6780	229	9	personalized	personalize	VERB
economy-6780	229	10	financial	financial	ADJ
economy-6780	229	11	products	product	NOUN
economy-6780	229	12	that	that	PRON
economy-6780	229	13	appeal	appeal	VERB
economy-6780	229	14	to	to	ADP
economy-6780	229	15	goal	goal	NOUN
economy-6780	229	16	-	-	PUNCT
economy-6780	229	17	oriented	orient	VERB
economy-6780	229	18	individuals	individual	NOUN
economy-6780	229	19	.	.	PUNCT
economy-6780	230	1	tailoring	tailor	VERB
economy-6780	230	2	services	service	NOUN
economy-6780	230	3	that	that	PRON
economy-6780	230	4	help	help	VERB
economy-6780	230	5	customers	customer	NOUN
economy-6780	230	6	set	set	VERB
economy-6780	230	7	and	and	CCONJ
economy-6780	230	8	achieve	achieve	VERB
economy-6780	230	9	their	their	PRON
economy-6780	230	10	financial	financial	ADJ
economy-6780	230	11	goals	goal	NOUN
economy-6780	230	12	could	could	AUX
economy-6780	230	13	foster	foster	VERB
economy-6780	230	14	a	a	DET
economy-6780	230	15	stronger	strong	ADJ
economy-6780	230	16	connection	connection	NOUN
economy-6780	230	17	with	with	ADP
economy-6780	230	18	this	this	DET
economy-6780	230	19	target	target	NOUN
economy-6780	230	20	market	market	NOUN
economy-6780	230	21	.	.	PUNCT
economy-6780	231	1	the	the	DET
economy-6780	231	2	hypothesis	hypothesis	NOUN
economy-6780	231	3	related	relate	VERB
economy-6780	231	4	to	to	ADP
economy-6780	231	5	risk	risk	NOUN
economy-6780	231	6	-	-	PUNCT
economy-6780	231	7	taking	taking	NOUN
economy-6780	231	8	(	(	PUNCT
economy-6780	231	9	rt	rt	PROPN
economy-6780	231	10	)	)	PUNCT
economy-6780	231	11	,	,	PUNCT
economy-6780	231	12	however	however	ADV
economy-6780	231	13	,	,	PUNCT
economy-6780	231	14	was	be	AUX
economy-6780	231	15	rejected	reject	VERB
economy-6780	231	16	,	,	PUNCT
economy-6780	231	17	suggesting	suggest	VERB
economy-6780	231	18	that	that	SCONJ
economy-6780	231	19	risk	risk	NOUN
economy-6780	231	20	-	-	PUNCT
economy-6780	231	21	taking	take	VERB
economy-6780	231	22	behaviors	behavior	NOUN
economy-6780	231	23	are	be	AUX
economy-6780	231	24	not	not	PART
economy-6780	231	25	as	as	ADV
economy-6780	231	26	strongly	strongly	ADV
economy-6780	231	27	correlated	correlate	VERB
economy-6780	231	28	with	with	ADP
economy-6780	231	29	investment	investment	NOUN
economy-6780	231	30	decisions	decision	NOUN
economy-6780	231	31	as	as	SCONJ
economy-6780	231	32	typically	typically	ADV
economy-6780	231	33	assumed	assume	VERB
economy-6780	231	34	.	.	PUNCT
economy-6780	232	1	this	this	DET
economy-6780	232	2	finding	finding	NOUN
economy-6780	232	3	could	could	AUX
economy-6780	232	4	indicate	indicate	VERB
economy-6780	232	5	that	that	SCONJ
economy-6780	232	6	other	other	ADJ
economy-6780	232	7	factors	factor	NOUN
economy-6780	232	8	,	,	PUNCT
economy-6780	232	9	such	such	ADJ
economy-6780	232	10	as	as	ADP
economy-6780	232	11	family	family	NOUN
economy-6780	232	12	influence	influence	NOUN
economy-6780	232	13	or	or	CCONJ
economy-6780	232	14	personal	personal	ADJ
economy-6780	232	15	ambition	ambition	NOUN
economy-6780	232	16	,	,	PUNCT
economy-6780	232	17	may	may	AUX
economy-6780	232	18	outweigh	outweigh	VERB
economy-6780	232	19	the	the	DET
economy-6780	232	20	effect	effect	NOUN
economy-6780	232	21	of	of	ADP
economy-6780	232	22	risk	risk	NOUN
economy-6780	232	23	tolerance	tolerance	NOUN
economy-6780	232	24	in	in	ADP
economy-6780	232	25	financial	financial	ADJ
economy-6780	232	26	decision	decision	NOUN
economy-6780	232	27	-	-	PUNCT
economy-6780	232	28	making	making	NOUN
economy-6780	232	29	.	.	PUNCT
economy-6780	233	1	it	it	PRON
economy-6780	233	2	is	be	AUX
economy-6780	233	3	crucial	crucial	ADJ
economy-6780	233	4	for	for	SCONJ
economy-6780	233	5	financial	financial	ADJ
economy-6780	233	6	institutions	institution	NOUN
economy-6780	233	7	to	to	PART
economy-6780	233	8	focus	focus	VERB
economy-6780	233	9	more	more	ADV
economy-6780	233	10	on	on	ADP
economy-6780	233	11	offering	offer	VERB
economy-6780	233	12	stable	stable	ADJ
economy-6780	233	13	and	and	CCONJ
economy-6780	233	14	secure	secure	ADJ
economy-6780	233	15	investment	investment	NOUN
economy-6780	233	16	opportunities	opportunity	NOUN
economy-6780	233	17	that	that	PRON
economy-6780	233	18	appeal	appeal	VERB
economy-6780	233	19	to	to	ADP
economy-6780	233	20	conservative	conservative	ADJ
economy-6780	233	21	investors	investor	NOUN
economy-6780	233	22	,	,	PUNCT
economy-6780	233	23	rather	rather	ADV
economy-6780	233	24	than	than	ADP
economy-6780	233	25	solely	solely	ADV
economy-6780	233	26	emphasizing	emphasize	VERB
economy-6780	233	27	high	high	ADJ
economy-6780	233	28	-	-	PUNCT
economy-6780	233	29	risk	risk	NOUN
economy-6780	233	30	,	,	PUNCT
economy-6780	233	31	high	high	ADJ
economy-6780	233	32	-	-	PUNCT
economy-6780	233	33	reward	reward	NOUN
economy-6780	233	34	products	product	NOUN
economy-6780	233	35	.	.	PUNCT
economy-6780	234	1	lastly	lastly	ADV
economy-6780	234	2	,	,	PUNCT
economy-6780	234	3	the	the	DET
economy-6780	234	4	research	research	NOUN
economy-6780	234	5	underscores	underscore	VERB
economy-6780	234	6	the	the	DET
economy-6780	234	7	importance	importance	NOUN
economy-6780	234	8	of	of	ADP
economy-6780	234	9	positive	positive	ADJ
economy-6780	234	10	word	word	NOUN
economy-6780	234	11	of	of	ADP
economy-6780	234	12	mouth	mouth	NOUN
economy-6780	234	13	(	(	PUNCT
economy-6780	234	14	pwom	pwom	NOUN
economy-6780	234	15	)	)	PUNCT
economy-6780	234	16	in	in	ADP
economy-6780	234	17	reinforcing	reinforce	VERB
economy-6780	234	18	investment	investment	NOUN
economy-6780	234	19	decisions	decision	NOUN
economy-6780	234	20	.	.	PUNCT
economy-6780	235	1	individuals	individual	NOUN
economy-6780	235	2	who	who	PRON
economy-6780	235	3	make	make	VERB
economy-6780	235	4	investment	investment	NOUN
economy-6780	235	5	decisions	decision	NOUN
economy-6780	235	6	are	be	AUX
economy-6780	235	7	more	more	ADV
economy-6780	235	8	likely	likely	ADJ
economy-6780	235	9	to	to	PART
economy-6780	235	10	share	share	VERB
economy-6780	235	11	their	their	PRON
economy-6780	235	12	experiences	experience	NOUN
economy-6780	235	13	and	and	CCONJ
economy-6780	235	14	influence	influence	VERB
economy-6780	235	15	others	other	NOUN
economy-6780	235	16	in	in	ADP
economy-6780	235	17	their	their	PRON
economy-6780	235	18	social	social	ADJ
economy-6780	235	19	networks	network	NOUN
economy-6780	235	20	.	.	PUNCT
economy-6780	236	1	therefore	therefore	ADV
economy-6780	236	2	,	,	PUNCT
economy-6780	236	3	financial	financial	ADJ
economy-6780	236	4	institutions	institution	NOUN
economy-6780	236	5	and	and	CCONJ
economy-6780	236	6	platforms	platform	NOUN
economy-6780	236	7	should	should	AUX
economy-6780	236	8	leverage	leverage	VERB
economy-6780	236	9	the	the	DET
economy-6780	236	10	power	power	NOUN
economy-6780	236	11	of	of	ADP
economy-6780	236	12	social	social	ADJ
economy-6780	236	13	influence	influence	NOUN
economy-6780	236	14	in	in	ADP
economy-6780	236	15	their	their	PRON
economy-6780	236	16	marketing	marketing	NOUN
economy-6780	236	17	strategies	strategy	NOUN
economy-6780	236	18	.	.	PUNCT
economy-6780	237	1	encouraging	encourage	VERB
economy-6780	237	2	satisfied	satisfied	ADJ
economy-6780	237	3	investors	investor	NOUN
economy-6780	237	4	to	to	PART
economy-6780	237	5	share	share	VERB
economy-6780	237	6	their	their	PRON
economy-6780	237	7	experiences	experience	NOUN
economy-6780	237	8	and	and	CCONJ
economy-6780	237	9	recommend	recommend	VERB
economy-6780	237	10	investment	investment	NOUN
economy-6780	237	11	products	product	NOUN
economy-6780	237	12	can	can	AUX
economy-6780	237	13	further	far	ADV
economy-6780	237	14	enhance	enhance	VERB
economy-6780	237	15	customer	customer	NOUN
economy-6780	237	16	acquisition	acquisition	NOUN
economy-6780	237	17	and	and	CCONJ
economy-6780	237	18	loyalty	loyalty	NOUN
economy-6780	237	19	.	.	PUNCT
economy-6780	238	1	in	in	ADP
economy-6780	238	2	conclusion	conclusion	NOUN
economy-6780	238	3	,	,	PUNCT
economy-6780	238	4	this	this	DET
economy-6780	238	5	study	study	NOUN
economy-6780	238	6	highlights	highlight	VERB
economy-6780	238	7	the	the	DET
economy-6780	238	8	significant	significant	ADJ
economy-6780	238	9	psychological	psychological	ADJ
economy-6780	238	10	and	and	CCONJ
economy-6780	238	11	social	social	ADJ
economy-6780	238	12	factors	factor	NOUN
economy-6780	238	13	influencing	influence	VERB
economy-6780	238	14	investment	investment	NOUN
economy-6780	238	15	decision	decision	NOUN
economy-6780	238	16	-	-	PUNCT
economy-6780	238	17	making	making	NOUN
economy-6780	238	18	.	.	PUNCT
economy-6780	239	1	family	family	NOUN
economy-6780	239	2	influence	influence	NOUN
economy-6780	239	3	,	,	PUNCT
economy-6780	239	4	innovation	innovation	NOUN
economy-6780	239	5	,	,	PUNCT
economy-6780	239	6	and	and	CCONJ
economy-6780	239	7	personal	personal	ADJ
economy-6780	239	8	ambition	ambition	NOUN
economy-6780	239	9	emerged	emerge	VERB
economy-6780	239	10	as	as	ADP
economy-6780	239	11	key	key	ADJ
economy-6780	239	12	drivers	driver	NOUN
economy-6780	239	13	in	in	ADP
economy-6780	239	14	shaping	shape	VERB
economy-6780	239	15	investment	investment	NOUN
economy-6780	239	16	behaviors	behavior	NOUN
economy-6780	239	17	,	,	PUNCT
economy-6780	239	18	while	while	SCONJ
economy-6780	239	19	risk	risk	NOUN
economy-6780	239	20	-	-	PUNCT
economy-6780	239	21	taking	taking	NOUN
economy-6780	239	22	was	be	AUX
economy-6780	239	23	not	not	PART
economy-6780	239	24	as	as	ADV
economy-6780	239	25	influential	influential	ADJ
economy-6780	239	26	as	as	SCONJ
economy-6780	239	27	expected	expect	VERB
economy-6780	239	28	.	.	PUNCT
economy-6780	240	1	the	the	DET
economy-6780	240	2	positive	positive	ADJ
economy-6780	240	3	effect	effect	NOUN
economy-6780	240	4	of	of	ADP
economy-6780	240	5	investment	investment	NOUN
economy-6780	240	6	decisions	decision	NOUN
economy-6780	240	7	on	on	ADP
economy-6780	240	8	positive	positive	ADJ
economy-6780	240	9	word	word	NOUN
economy-6780	240	10	of	of	ADP
economy-6780	240	11	mouth	mouth	NOUN
economy-6780	240	12	further	far	ADV
economy-6780	240	13	emphasizes	emphasize	VERB
economy-6780	240	14	the	the	DET
economy-6780	240	15	role	role	NOUN
economy-6780	240	16	of	of	ADP
economy-6780	240	17	social	social	ADJ
economy-6780	240	18	influence	influence	NOUN
economy-6780	240	19	in	in	ADP
economy-6780	240	20	financial	financial	ADJ
economy-6780	240	21	decision	decision	NOUN
economy-6780	240	22	-	-	PUNCT
economy-6780	240	23	making	making	NOUN
economy-6780	240	24	.	.	PUNCT
economy-6780	241	1	financial	financial	ADJ
economy-6780	241	2	institutions	institution	NOUN
economy-6780	241	3	and	and	CCONJ
economy-6780	241	4	platforms	platform	NOUN
economy-6780	241	5	should	should	AUX
economy-6780	241	6	tailor	tailor	VERB
economy-6780	241	7	their	their	PRON
economy-6780	241	8	marketing	marketing	NOUN
economy-6780	241	9	strategies	strategy	NOUN
economy-6780	241	10	to	to	PART
economy-6780	241	11	focus	focus	VERB
economy-6780	241	12	on	on	ADP
economy-6780	241	13	these	these	DET
economy-6780	241	14	factors	factor	NOUN
economy-6780	241	15	,	,	PUNCT
economy-6780	241	16	while	while	SCONJ
economy-6780	241	17	also	also	ADV
economy-6780	241	18	encouraging	encourage	VERB
economy-6780	241	19	the	the	DET
economy-6780	241	20	social	social	ADJ
economy-6780	241	21	sharing	sharing	NOUN
economy-6780	241	22	of	of	ADP
economy-6780	241	23	investment	investment	NOUN
economy-6780	241	24	experiences	experience	NOUN
economy-6780	241	25	to	to	PART
economy-6780	241	26	build	build	VERB
economy-6780	241	27	trust	trust	NOUN
economy-6780	241	28	and	and	CCONJ
economy-6780	241	29	drive	drive	VERB
economy-6780	241	30	customer	customer	NOUN
economy-6780	241	31	acquisition	acquisition	NOUN
economy-6780	241	32	.	.	PUNCT
economy-6780	242	1	7	7	X
economy-6780	242	2	.	.	X
economy-6780	242	3	research	research	NOUN
economy-6780	242	4	limitation	limitation	NOUN
economy-6780	242	5	this	this	DET
economy-6780	242	6	study	study	NOUN
economy-6780	242	7	is	be	AUX
economy-6780	242	8	limited	limit	VERB
economy-6780	242	9	by	by	ADP
economy-6780	242	10	its	its	PRON
economy-6780	242	11	focus	focus	NOUN
economy-6780	242	12	on	on	ADP
economy-6780	242	13	e	e	NOUN
economy-6780	242	14	-	-	NOUN
economy-6780	242	15	commerce	commerce	NOUN
economy-6780	242	16	users	user	NOUN
economy-6780	242	17	in	in	ADP
economy-6780	242	18	indonesia	indonesia	PROPN
economy-6780	242	19	,	,	PUNCT
economy-6780	242	20	and	and	CCONJ
economy-6780	242	21	future	future	ADJ
economy-6780	242	22	research	research	NOUN
economy-6780	242	23	should	should	AUX
economy-6780	242	24	apply	apply	VERB
economy-6780	242	25	the	the	DET
economy-6780	242	26	same	same	ADJ
economy-6780	242	27	model	model	NOUN
economy-6780	242	28	or	or	CCONJ
economy-6780	242	29	a	a	DET
economy-6780	242	30	modified	modify	VERB
economy-6780	242	31	version	version	NOUN
economy-6780	242	32	to	to	ADP
economy-6780	242	33	different	different	ADJ
economy-6780	242	34	populations	population	NOUN
economy-6780	242	35	for	for	ADP
economy-6780	242	36	more	more	ADV
economy-6780	242	37	generalizable	generalizable	ADJ
economy-6780	242	38	results	result	NOUN
economy-6780	242	39	.	.	PUNCT
economy-6780	243	1	expanding	expand	VERB
economy-6780	243	2	the	the	DET
economy-6780	243	3	respondent	respondent	ADJ
economy-6780	243	4	base	base	NOUN
economy-6780	243	5	and	and	CCONJ
economy-6780	243	6	incorporating	incorporate	VERB
economy-6780	243	7	additional	additional	ADJ
economy-6780	243	8	variables	variable	NOUN
economy-6780	243	9	such	such	ADJ
economy-6780	243	10	as	as	ADP
economy-6780	243	11	income	income	NOUN
economy-6780	243	12	,	,	PUNCT
economy-6780	243	13	age	age	NOUN
economy-6780	243	14	,	,	PUNCT
economy-6780	243	15	and	and	CCONJ
economy-6780	243	16	gender	gender	NOUN
economy-6780	243	17	could	could	AUX
economy-6780	243	18	further	far	ADV
economy-6780	243	19	enhance	enhance	VERB
economy-6780	243	20	understanding	understanding	NOUN
economy-6780	243	21	of	of	ADP
economy-6780	243	22	the	the	DET
economy-6780	243	23	factors	factor	NOUN
economy-6780	243	24	influencing	influence	VERB
economy-6780	243	25	investment	investment	NOUN
economy-6780	243	26	decisions	decision	NOUN
economy-6780	243	27	and	and	CCONJ
economy-6780	243	28	consumer	consumer	NOUN
economy-6780	243	29	behavior	behavior	NOUN
economy-6780	243	30	.	.	PUNCT
economy-6780	244	1	longitudinal	longitudinal	ADJ
economy-6780	244	2	studies	study	NOUN
economy-6780	244	3	could	could	AUX
economy-6780	244	4	also	also	ADV
economy-6780	244	5	provide	provide	VERB
economy-6780	244	6	insights	insight	NOUN
economy-6780	244	7	into	into	ADP
economy-6780	244	8	how	how	SCONJ
economy-6780	244	9	investment	investment	NOUN
economy-6780	244	10	behaviors	behavior	NOUN
economy-6780	244	11	evolve	evolve	VERB
economy-6780	244	12	over	over	ADP
economy-6780	244	13	time	time	NOUN
economy-6780	244	14	.	.	PUNCT
economy-6780	245	1	including	include	VERB
economy-6780	245	2	control	control	NOUN
economy-6780	245	3	variables	variable	NOUN
economy-6780	245	4	like	like	ADP
economy-6780	245	5	financial	financial	ADJ
economy-6780	245	6	literacy	literacy	NOUN
economy-6780	245	7	and	and	CCONJ
economy-6780	245	8	market	market	NOUN
economy-6780	245	9	conditions	condition	NOUN
economy-6780	245	10	would	would	AUX
economy-6780	245	11	help	help	VERB
economy-6780	245	12	refine	refine	VERB
economy-6780	245	13	the	the	DET
economy-6780	245	14	relationships	relationship	NOUN
economy-6780	245	15	found	find	VERB
economy-6780	245	16	in	in	ADP
economy-6780	245	17	this	this	DET
economy-6780	245	18	study	study	NOUN
economy-6780	245	19	,	,	PUNCT
economy-6780	245	20	contributing	contribute	VERB
economy-6780	245	21	to	to	ADP
economy-6780	245	22	a	a	DET
economy-6780	245	23	broader	broad	ADJ
economy-6780	245	24	understanding	understanding	NOUN
economy-6780	245	25	of	of	ADP
economy-6780	245	26	the	the	DET
economy-6780	245	27	psychological	psychological	ADJ
economy-6780	245	28	,	,	PUNCT
economy-6780	245	29	social	social	ADJ
economy-6780	245	30	,	,	PUNCT
economy-6780	245	31	and	and	CCONJ
economy-6780	245	32	economic	economic	ADJ
economy-6780	245	33	factors	factor	NOUN
economy-6780	245	34	that	that	PRON
economy-6780	245	35	affect	affect	VERB
economy-6780	245	36	investment	investment	NOUN
economy-6780	245	37	decision	decision	NOUN
economy-6780	245	38	-	-	PUNCT
economy-6780	245	39	making	making	NOUN
economy-6780	245	40	and	and	CCONJ
economy-6780	245	41	positive	positive	ADJ
economy-6780	245	42	word	word	NOUN
economy-6780	245	43	of	of	ADP
economy-6780	245	44	mouth	mouth	NOUN
economy-6780	245	45	.	.	PUNCT
economy-6780	246	1	references	reference	NOUN
economy-6780	246	2	arndt	arndt	PROPN
economy-6780	246	3	,	,	PUNCT
economy-6780	246	4	j.	j.	PROPN
economy-6780	246	5	(	(	PUNCT
economy-6780	246	6	1967	1967	NUM
economy-6780	246	7	)	)	PUNCT
economy-6780	246	8	.	.	PUNCT
economy-6780	247	1	role	role	NOUN
economy-6780	247	2	of	of	ADP
economy-6780	247	3	product	product	NOUN
economy-6780	247	4	-	-	PUNCT
economy-6780	247	5	related	relate	VERB
economy-6780	247	6	conversations	conversation	NOUN
economy-6780	247	7	in	in	ADP
economy-6780	247	8	the	the	DET
economy-6780	247	9	diffusion	diffusion	NOUN
economy-6780	247	10	of	of	ADP
economy-6780	247	11	a	a	DET
economy-6780	247	12	new	new	ADJ
economy-6780	247	13	product	product	NOUN
economy-6780	247	14	.	.	PUNCT
economy-6780	248	1	journal	journal	NOUN
economy-6780	248	2	of	of	ADP
economy-6780	248	3	marketing	marketing	NOUN
economy-6780	248	4	research	research	NOUN
economy-6780	248	5	,	,	PUNCT
economy-6780	248	6	4(3	4(3	NUM
economy-6780	248	7	)	)	PUNCT
economy-6780	248	8	,	,	PUNCT
economy-6780	248	9	291	291	NUM
economy-6780	248	10	-	-	SYM
economy-6780	248	11	295	295	NUM
economy-6780	248	12	.	.	PUNCT
economy-6780	249	1	https://doi.org/10.1177/002224376700400308	https://doi.org/10.1177/002224376700400308	ADP
economy-6780	249	2	barba	barba	NOUN
economy-6780	249	3	-	-	PUNCT
economy-6780	249	4	sánchez	sánchez	PROPN
economy-6780	249	5	,	,	PUNCT
economy-6780	249	6	v.	v.	PROPN
economy-6780	249	7	,	,	PUNCT
economy-6780	249	8	&	&	CCONJ
economy-6780	249	9	atienza	atienza	PROPN
economy-6780	249	10	-	-	PUNCT
economy-6780	249	11	sahuquillo	sahuquillo	PROPN
economy-6780	249	12	,	,	PUNCT
economy-6780	249	13	c.	c.	PROPN
economy-6780	249	14	(	(	PUNCT
economy-6780	249	15	2012	2012	NUM
economy-6780	249	16	)	)	PUNCT
economy-6780	249	17	.	.	PUNCT
economy-6780	250	1	entrepreneurial	entrepreneurial	ADJ
economy-6780	250	2	behavior	behavior	NOUN
economy-6780	250	3	:	:	PUNCT
economy-6780	250	4	impact	impact	NOUN
economy-6780	250	5	of	of	ADP
economy-6780	250	6	motivation	motivation	NOUN
economy-6780	250	7	factors	factor	NOUN
economy-6780	250	8	on	on	ADP
economy-6780	250	9	decision	decision	NOUN
economy-6780	250	10	to	to	PART
economy-6780	250	11	create	create	VERB
economy-6780	250	12	a	a	DET
economy-6780	250	13	new	new	ADJ
economy-6780	250	14	venture	venture	NOUN
economy-6780	250	15	.	.	PUNCT
economy-6780	251	1	investigaciones	investigaciones	PROPN
economy-6780	251	2	europeas	europeas	PROPN
economy-6780	251	3	de	de	PROPN
economy-6780	251	4	dirección	dirección	PROPN
economy-6780	251	5	y	y	PROPN
economy-6780	251	6	economía	economía	PROPN
economy-6780	251	7	de	de	PROPN
economy-6780	251	8	la	la	PROPN
economy-6780	251	9	empresa	empresa	PROPN
economy-6780	251	10	,	,	PUNCT
economy-6780	251	11	18(2	18(2	NUM
economy-6780	251	12	)	)	PUNCT
economy-6780	251	13	,	,	PUNCT
economy-6780	251	14	132	132	NUM
economy-6780	251	15	-	-	SYM
economy-6780	251	16	138	138	NUM
economy-6780	251	17	.	.	PUNCT
economy-6780	251	18	https://doi.org/10.1016/s1135-2523(12)700035	https://doi.org/10.1016/s1135-2523(12)700035	PROPN
economy-6780	252	1	barber	barber	PROPN
economy-6780	252	2	,	,	PUNCT
economy-6780	252	3	b.	b.	PROPN
economy-6780	252	4	m.	m.	PROPN
economy-6780	252	5	,	,	PUNCT
economy-6780	252	6	&	&	CCONJ
economy-6780	252	7	odean	odean	ADJ
economy-6780	252	8	,	,	PUNCT
economy-6780	252	9	t.	t.	PROPN
economy-6780	252	10	(	(	PUNCT
economy-6780	252	11	2001	2001	NUM
economy-6780	252	12	)	)	PUNCT
economy-6780	252	13	.	.	PUNCT
economy-6780	253	1	boys	boy	NOUN
economy-6780	253	2	will	will	AUX
economy-6780	253	3	be	be	AUX
economy-6780	253	4	boys	boy	NOUN
economy-6780	253	5	:	:	PUNCT
economy-6780	253	6	gender	gender	NOUN
economy-6780	253	7	,	,	PUNCT
economy-6780	253	8	overconfidence	overconfidence	NOUN
economy-6780	253	9	,	,	PUNCT
economy-6780	253	10	and	and	CCONJ
economy-6780	253	11	common	common	ADJ
economy-6780	253	12	stock	stock	NOUN
economy-6780	253	13	investment	investment	NOUN
economy-6780	253	14	.	.	PUNCT
economy-6780	254	1	the	the	DET
economy-6780	254	2	quarterly	quarterly	ADJ
economy-6780	254	3	journal	journal	NOUN
economy-6780	254	4	of	of	ADP
economy-6780	254	5	economics	economic	NOUN
economy-6780	254	6	,	,	PUNCT
economy-6780	254	7	116(1	116(1	NUM
economy-6780	254	8	)	)	PUNCT
economy-6780	254	9	,	,	PUNCT
economy-6780	254	10	261	261	NUM
economy-6780	254	11	-	-	SYM
economy-6780	254	12	292	292	NUM
economy-6780	254	13	.	.	PUNCT
economy-6780	255	1	https://doi.org/10.1162/003355301556400	https://doi.org/10.1162/003355301556400	NUM
economy-6780	255	2	berger	berger	PROPN
economy-6780	255	3	,	,	PUNCT
economy-6780	255	4	j.	j.	PROPN
economy-6780	255	5	,	,	PUNCT
economy-6780	255	6	&	&	CCONJ
economy-6780	255	7	milkman	milkman	PROPN
economy-6780	255	8	,	,	PUNCT
economy-6780	255	9	k.	k.	PROPN
economy-6780	255	10	l.	l.	PROPN
economy-6780	255	11	(	(	PUNCT
economy-6780	255	12	2012	2012	NUM
economy-6780	255	13	)	)	PUNCT
economy-6780	255	14	.	.	PUNCT
economy-6780	256	1	what	what	PRON
economy-6780	256	2	makes	make	VERB
economy-6780	256	3	online	online	ADJ
economy-6780	256	4	content	content	NOUN
economy-6780	256	5	viral	viral	ADJ
economy-6780	256	6	?	?	PUNCT
economy-6780	257	1	journal	journal	NOUN
economy-6780	257	2	of	of	ADP
economy-6780	257	3	marketing	marketing	NOUN
economy-6780	257	4	research	research	NOUN
economy-6780	257	5	,	,	PUNCT
economy-6780	257	6	49(2	49(2	NUM
economy-6780	257	7	)	)	PUNCT
economy-6780	257	8	,	,	PUNCT
economy-6780	257	9	192	192	NUM
economy-6780	257	10	-	-	SYM
economy-6780	257	11	205	205	NUM
economy-6780	257	12	.	.	PUNCT
economy-6780	258	1	https://doi.org/10.1509/jmr.10.0353	https://doi.org/10.1509/jmr.10.0353	PROPN
economy-6780	258	2	bikhchandani	bikhchandani	PROPN
economy-6780	258	3	,	,	PUNCT
economy-6780	258	4	s.	s.	PROPN
economy-6780	258	5	,	,	PUNCT
economy-6780	258	6	hirshleifer	hirshleifer	PROPN
economy-6780	258	7	,	,	PUNCT
economy-6780	258	8	d.	d.	PROPN
economy-6780	258	9	,	,	PUNCT
economy-6780	258	10	&	&	CCONJ
economy-6780	258	11	welch	welch	PROPN
economy-6780	258	12	,	,	PUNCT
economy-6780	258	13	i.	i.	PROPN
economy-6780	258	14	(	(	PUNCT
economy-6780	258	15	1992	1992	NUM
economy-6780	258	16	)	)	PUNCT
economy-6780	258	17	.	.	PUNCT
economy-6780	259	1	a	a	DET
economy-6780	259	2	theory	theory	NOUN
economy-6780	259	3	of	of	ADP
economy-6780	259	4	fads	fad	NOUN
economy-6780	259	5	,	,	PUNCT
economy-6780	259	6	fashion	fashion	NOUN
economy-6780	259	7	,	,	PUNCT
economy-6780	259	8	custom	custom	ADJ
economy-6780	259	9	,	,	PUNCT
economy-6780	259	10	and	and	CCONJ
economy-6780	259	11	cultural	cultural	ADJ
economy-6780	259	12	change	change	NOUN
economy-6780	259	13	as	as	ADP
economy-6780	259	14	informational	informational	ADJ
economy-6780	259	15	cascades	cascade	NOUN
economy-6780	259	16	.	.	PUNCT
economy-6780	260	1	journal	journal	NOUN
economy-6780	260	2	of	of	ADP
economy-6780	260	3	political	political	ADJ
economy-6780	260	4	economy	economy	NOUN
economy-6780	260	5	,	,	PUNCT
economy-6780	260	6	100(5	100(5	NUM
economy-6780	260	7	)	)	PUNCT
economy-6780	260	8	,	,	PUNCT
economy-6780	260	9	992	992	NUM
economy-6780	260	10	-	-	SYM
economy-6780	260	11	1026	1026	NUM
economy-6780	260	12	.	.	PUNCT
economy-6780	261	1	https://doi.org/10.1086/261849	https://doi.org/10.1086/261849	VERB
economy-6780	261	2	blais	blais	PROPN
economy-6780	261	3	,	,	PUNCT
economy-6780	261	4	a.-r	a.-r	PROPN
economy-6780	261	5	.	.	PROPN
economy-6780	261	6	,	,	PUNCT
economy-6780	261	7	&	&	CCONJ
economy-6780	261	8	weber	weber	PROPN
economy-6780	261	9	,	,	PUNCT
economy-6780	261	10	e.	e.	PROPN
economy-6780	261	11	u.	u.	PROPN
economy-6780	261	12	(	(	PUNCT
economy-6780	261	13	2006	2006	NUM
economy-6780	261	14	)	)	PUNCT
economy-6780	261	15	.	.	PUNCT
economy-6780	262	1	a	a	DET
economy-6780	262	2	domain	domain	NOUN
economy-6780	262	3	-	-	PUNCT
economy-6780	262	4	specific	specific	ADJ
economy-6780	262	5	risk	risk	NOUN
economy-6780	262	6	-	-	PUNCT
economy-6780	262	7	taking	taking	NOUN
economy-6780	262	8	(	(	PUNCT
economy-6780	262	9	dospert	dospert	NOUN
economy-6780	262	10	)	)	PUNCT
economy-6780	262	11	scale	scale	NOUN
economy-6780	262	12	for	for	ADP
economy-6780	262	13	adultpopulations	adultpopulation	NOUN
economy-6780	262	14	.	.	PUNCT
economy-6780	263	1	judgment	judgment	NOUN
economy-6780	263	2	and	and	CCONJ
economy-6780	263	3	decision	decision	NOUN
economy-6780	263	4	making	making	NOUN
economy-6780	263	5	,	,	PUNCT
economy-6780	263	6	1(1	1(1	NUM
economy-6780	263	7	)	)	PUNCT
economy-6780	263	8	,	,	PUNCT
economy-6780	263	9	33	33	NUM
economy-6780	263	10	-	-	SYM
economy-6780	263	11	47	47	NUM
economy-6780	263	12	.	.	PUNCT
economy-6780	264	1	https://doi.org/10.1017/s1930297500000334	https://doi.org/10.1017/s1930297500000334	NUM
economy-6780	264	2	bodie	bodie	PROPN
economy-6780	264	3	,	,	PUNCT
economy-6780	264	4	z.	z.	PROPN
economy-6780	264	5	,	,	PUNCT
economy-6780	264	6	kane	kane	PROPN
economy-6780	264	7	,	,	PUNCT
economy-6780	264	8	a.	a.	PROPN
economy-6780	264	9	,	,	PUNCT
economy-6780	264	10	&	&	CCONJ
economy-6780	264	11	marcus	marcus	PROPN
economy-6780	264	12	,	,	PUNCT
economy-6780	264	13	a.	a.	PROPN
economy-6780	264	14	j.	j.	PROPN
economy-6780	264	15	(	(	PUNCT
economy-6780	264	16	2014	2014	NUM
economy-6780	264	17	)	)	PUNCT
economy-6780	264	18	.	.	PUNCT
economy-6780	265	1	investments	investment	NOUN
economy-6780	265	2	(	(	PUNCT
economy-6780	265	3	10th	10th	ADJ
economy-6780	265	4	ed	ed	NOUN
economy-6780	265	5	.	.	PUNCT
economy-6780	265	6	)	)	PUNCT
economy-6780	265	7	.	.	PUNCT
economy-6780	266	1	chicago	chicago	PROPN
economy-6780	266	2	mla	mla	PROPN
economy-6780	266	3	:	:	PUNCT
economy-6780	266	4	mcgraw	mcgraw	PROPN
economy-6780	266	5	-	-	PUNCT
economy-6780	266	6	hill	hill	NOUN
economy-6780	266	7	education	education	NOUN
economy-6780	266	8	.	.	PUNCT
economy-6780	267	1	brown	brown	PROPN
economy-6780	267	2	,	,	PUNCT
economy-6780	267	3	j.	j.	PROPN
economy-6780	267	4	j.	j.	PROPN
economy-6780	267	5	,	,	PUNCT
economy-6780	267	6	&	&	CCONJ
economy-6780	267	7	reingen	reingen	PROPN
economy-6780	267	8	,	,	PUNCT
economy-6780	267	9	p.	p.	NOUN
economy-6780	267	10	h.	h.	PROPN
economy-6780	268	1	(	(	PUNCT
economy-6780	268	2	1987	1987	NUM
economy-6780	268	3	)	)	PUNCT
economy-6780	268	4	.	.	PUNCT
economy-6780	269	1	social	social	ADJ
economy-6780	269	2	ties	tie	NOUN
economy-6780	269	3	and	and	CCONJ
economy-6780	269	4	word	word	NOUN
economy-6780	269	5	-	-	PUNCT
economy-6780	269	6	of	of	ADP
economy-6780	269	7	-	-	PUNCT
economy-6780	269	8	mouth	mouth	NOUN
economy-6780	269	9	referral	referral	ADJ
economy-6780	269	10	behavior	behavior	NOUN
economy-6780	269	11	.	.	PUNCT
economy-6780	270	1	journal	journal	PROPN
economy-6780	270	2	of	of	ADP
economy-6780	270	3	consumer	consumer	NOUN
economy-6780	270	4	research	research	NOUN
economy-6780	270	5	,	,	PUNCT
economy-6780	270	6	14(3	14(3	NUM
economy-6780	270	7	)	)	PUNCT
economy-6780	270	8	,	,	PUNCT
economy-6780	270	9	350	350	NUM
economy-6780	270	10	-	-	SYM
economy-6780	270	11	362	362	NUM
economy-6780	270	12	.	.	PUNCT
economy-6780	271	1	https://doi.org/10.1086/209118	https://doi.org/10.1086/209118	X
economy-6780	271	2	bughin	bughin	PROPN
economy-6780	271	3	,	,	PUNCT
economy-6780	271	4	j.	j.	PROPN
economy-6780	271	5	,	,	PUNCT
economy-6780	271	6	doogan	doogan	VERB
economy-6780	271	7	,	,	PUNCT
economy-6780	271	8	j.	j.	PROPN
economy-6780	271	9	,	,	PUNCT
economy-6780	271	10	&	&	CCONJ
economy-6780	271	11	vetvik	vetvik	PROPN
economy-6780	271	12	,	,	PUNCT
economy-6780	271	13	o.	o.	PROPN
economy-6780	271	14	j.	j.	PROPN
economy-6780	271	15	(	(	PUNCT
economy-6780	271	16	2010	2010	NUM
economy-6780	271	17	)	)	PUNCT
economy-6780	271	18	.	.	PUNCT
economy-6780	272	1	a	a	DET
economy-6780	272	2	new	new	ADJ
economy-6780	272	3	way	way	NOUN
economy-6780	272	4	to	to	PART
economy-6780	272	5	measure	measure	VERB
economy-6780	272	6	word	word	NOUN
economy-6780	272	7	-	-	PUNCT
economy-6780	272	8	of	of	ADP
economy-6780	272	9	-	-	PUNCT
economy-6780	272	10	mouth	mouth	NOUN
economy-6780	272	11	marketing	marketing	NOUN
economy-6780	272	12	.	.	PUNCT
economy-6780	273	1	mckinsey	mckinsey	PROPN
economy-6780	273	2	quarterly	quarterly	PROPN
economy-6780	273	3	,	,	PUNCT
economy-6780	273	4	2(1	2(1	NUM
economy-6780	273	5	)	)	PUNCT
economy-6780	273	6	,	,	PUNCT
economy-6780	273	7	113	113	NUM
economy-6780	273	8	-	-	SYM
economy-6780	273	9	116	116	NUM
economy-6780	273	10	.	.	PUNCT
economy-6780	274	1	https://doi.org/10.4324/9780429263965-7	https://doi.org/10.4324/9780429263965-7	NOUN
economy-6780	274	2	charness	charness	NOUN
economy-6780	274	3	,	,	PUNCT
economy-6780	274	4	g.	g.	PROPN
economy-6780	274	5	,	,	PUNCT
economy-6780	274	6	gneezy	gneezy	PROPN
economy-6780	274	7	,	,	PUNCT
economy-6780	274	8	u.	u.	PROPN
economy-6780	274	9	,	,	PUNCT
economy-6780	274	10	&	&	CCONJ
economy-6780	274	11	imas	ima	NOUN
economy-6780	274	12	,	,	PUNCT
economy-6780	274	13	a.	a.	NOUN
economy-6780	274	14	(	(	PUNCT
economy-6780	274	15	2013	2013	NUM
economy-6780	274	16	)	)	PUNCT
economy-6780	274	17	.	.	PUNCT
economy-6780	275	1	experimental	experimental	ADJ
economy-6780	275	2	methods	method	NOUN
economy-6780	275	3	:	:	PUNCT
economy-6780	275	4	eliciting	elicit	VERB
economy-6780	275	5	risk	risk	NOUN
economy-6780	275	6	preferences	preference	NOUN
economy-6780	275	7	.	.	PUNCT
economy-6780	276	1	journal	journal	NOUN
economy-6780	276	2	of	of	ADP
economy-6780	276	3	economic	economic	ADJ
economy-6780	276	4	behavior	behavior	NOUN
economy-6780	276	5	&	&	CCONJ
economy-6780	276	6	organization	organization	PROPN
economy-6780	276	7	,	,	PUNCT
economy-6780	276	8	87	87	NUM
economy-6780	276	9	,	,	PUNCT
economy-6780	276	10	43	43	NUM
economy-6780	276	11	-	-	SYM
economy-6780	276	12	51	51	NUM
economy-6780	276	13	.	.	PUNCT
economy-6780	277	1	https://doi.org/10.1016/j.jebo.2012.12.023	https://doi.org/10.1016/j.jebo.2012.12.023	PROPN
economy-6780	277	2	cheng	cheng	PROPN
economy-6780	277	3	,	,	PUNCT
economy-6780	277	4	j.	j.	PROPN
economy-6780	277	5	,	,	PUNCT
economy-6780	277	6	&	&	CCONJ
economy-6780	277	7	quiring	quiring	PROPN
economy-6780	277	8	,	,	PUNCT
economy-6780	277	9	c.	c.	PROPN
economy-6780	277	10	(	(	PUNCT
economy-6780	277	11	2019	2019	NUM
economy-6780	277	12	)	)	PUNCT
economy-6780	277	13	.	.	PUNCT
economy-6780	278	1	artificial	artificial	ADJ
economy-6780	278	2	intelligence	intelligence	NOUN
economy-6780	278	3	in	in	ADP
economy-6780	278	4	finance	finance	NOUN
economy-6780	278	5	:	:	PUNCT
economy-6780	278	6	the	the	DET
economy-6780	278	7	impact	impact	NOUN
economy-6780	278	8	on	on	ADP
economy-6780	278	9	investment	investment	NOUN
economy-6780	278	10	decision	decision	NOUN
economy-6780	278	11	-	-	PUNCT
economy-6780	278	12	making	making	NOUN
economy-6780	278	13	.	.	PUNCT
economy-6780	279	1	journal	journal	NOUN
economy-6780	279	2	of	of	ADP
economy-6780	279	3	financial	financial	ADJ
economy-6780	279	4	technology	technology	NOUN
economy-6780	279	5	,	,	PUNCT
economy-6780	279	6	12(3	12(3	NUM
economy-6780	279	7	)	)	PUNCT
economy-6780	279	8	,	,	PUNCT
economy-6780	279	9	125	125	NUM
economy-6780	279	10	-	-	SYM
economy-6780	279	11	141	141	NUM
economy-6780	279	12	.	.	PUNCT
economy-6780	280	1	chishti	chishti	PROPN
economy-6780	280	2	,	,	PUNCT
economy-6780	280	3	s.	s.	PROPN
economy-6780	280	4	,	,	PUNCT
economy-6780	280	5	&	&	CCONJ
economy-6780	280	6	barberis	barberis	PROPN
economy-6780	280	7	,	,	PUNCT
economy-6780	280	8	j.	j.	PROPN
economy-6780	280	9	(	(	PUNCT
economy-6780	280	10	2016	2016	NUM
economy-6780	280	11	)	)	PUNCT
economy-6780	280	12	.	.	PUNCT
economy-6780	281	1	the	the	DET
economy-6780	281	2	fintech	fintech	NOUN
economy-6780	281	3	book	book	NOUN
economy-6780	281	4	:	:	PUNCT
economy-6780	281	5	the	the	DET
economy-6780	281	6	financial	financial	ADJ
economy-6780	281	7	technology	technology	NOUN
economy-6780	281	8	handbook	handbook	NOUN
economy-6780	281	9	for	for	ADP
economy-6780	281	10	investors	investor	NOUN
economy-6780	281	11	,	,	PUNCT
economy-6780	281	12	entrepreneurs	entrepreneur	NOUN
economy-6780	281	13	,	,	PUNCT
economy-6780	281	14	and	and	CCONJ
economy-6780	281	15	visionaries	visionary	NOUN
economy-6780	281	16	.	.	PUNCT
economy-6780	282	1	west	west	PROPN
economy-6780	282	2	sussex	sussex	PROPN
economy-6780	282	3	:	:	PUNCT
economy-6780	282	4	wiley	wiley	PROPN
economy-6780	282	5	.	.	PUNCT
economy-6780	283	1	d’hondt	d’hondt	PROPN
economy-6780	283	2	,	,	PUNCT
economy-6780	283	3	c.	c.	PROPN
economy-6780	283	4	,	,	PUNCT
economy-6780	283	5	de	de	PROPN
economy-6780	283	6	winne	winne	PROPN
economy-6780	283	7	,	,	PUNCT
economy-6780	283	8	r.	r.	PROPN
economy-6780	283	9	,	,	PUNCT
economy-6780	283	10	&	&	CCONJ
economy-6780	283	11	van	van	PROPN
economy-6780	283	12	achter	achter	PROPN
economy-6780	283	13	,	,	PUNCT
economy-6780	283	14	m.	m.	NOUN
economy-6780	283	15	(	(	PUNCT
economy-6780	283	16	2015	2015	NUM
economy-6780	283	17	)	)	PUNCT
economy-6780	283	18	.	.	PUNCT
economy-6780	284	1	online	online	ADJ
economy-6780	284	2	trading	trading	NOUN
economy-6780	284	3	behavior	behavior	NOUN
economy-6780	284	4	,	,	PUNCT
economy-6780	284	5	attention	attention	NOUN
economy-6780	284	6	,	,	PUNCT
economy-6780	284	7	and	and	CCONJ
economy-6780	284	8	limit	limit	VERB
economy-6780	284	9	order	order	NOUN
economy-6780	284	10	placement	placement	NOUN
economy-6780	284	11	.	.	PUNCT
economy-6780	285	1	journal	journal	NOUN
economy-6780	285	2	of	of	ADP
economy-6780	285	3	economic	economic	ADJ
economy-6780	285	4	behavior	behavior	NOUN
economy-6780	285	5	&	&	CCONJ
economy-6780	285	6	organization	organization	PROPN
economy-6780	285	7	,	,	PUNCT
economy-6780	285	8	116	116	NUM
economy-6780	285	9	,	,	PUNCT
economy-6780	285	10	113	113	NUM
economy-6780	285	11	-	-	SYM
economy-6780	285	12	129	129	NUM
economy-6780	285	13	.	.	PUNCT
economy-6780	286	1	https://doi.org/10.1177/002224376700400308	https://doi.org/10.1177/002224376700400308	INTJ
economy-6780	287	1	https://doi.org/10.1016/s1135-2523(12)70003-5	https://doi.org/10.1016/s1135-2523(12)70003-5	INTJ
economy-6780	287	2	https://doi.org/10.1016/s1135-2523(12)70003-5	https://doi.org/10.1016/s1135-2523(12)70003-5	INTJ
economy-6780	287	3	https://doi.org/10.1162/003355301556400	https://doi.org/10.1162/003355301556400	NOUN
economy-6780	288	1	https://doi.org/10.1509/jmr.10.0353	https://doi.org/10.1509/jmr.10.0353	PROPN
economy-6780	289	1	https://doi.org/10.1086/261849	https://doi.org/10.1086/261849	NUM
economy-6780	289	2	https://doi.org/10.1017/s1930297500000334	https://doi.org/10.1017/s1930297500000334	NUM
economy-6780	289	3	https://doi.org/10.1086/209118	https://doi.org/10.1086/209118	VERB
economy-6780	290	1	https://doi.org/10.4324/9780429263965-7	https://doi.org/10.4324/9780429263965-7	NOUN
economy-6780	290	2	https://doi.org/10.1016/j.jebo.2012.12.023	https://doi.org/10.1016/j.jebo.2012.12.023	NUM
economy-6780	290	3	economy	economy	NOUN
economy-6780	290	4	,	,	PUNCT
economy-6780	290	5	2025	2025	NUM
economy-6780	290	6	,	,	PUNCT
economy-6780	290	7	12(2	12(2	NUM
economy-6780	290	8	):	):	PUNCT
economy-6780	290	9	51	51	NUM
economy-6780	290	10	-	-	SYM
economy-6780	290	11	59	59	NUM
economy-6780	290	12	59	59	NUM
economy-6780	290	13	©	©	ADP
economy-6780	290	14	2025	2025	NUM
economy-6780	290	15	by	by	ADP
economy-6780	290	16	the	the	DET
economy-6780	290	17	authors	author	NOUN
economy-6780	290	18	;	;	PUNCT
economy-6780	290	19	licensee	licensee	PROPN
economy-6780	290	20	asian	asian	ADJ
economy-6780	290	21	online	online	PROPN
economy-6780	290	22	journal	journal	PROPN
economy-6780	290	23	publishing	publishing	PROPN
economy-6780	290	24	group	group	PROPN
economy-6780	290	25	east	east	PROPN
economy-6780	290	26	,	,	PUNCT
economy-6780	290	27	r.	r.	PROPN
economy-6780	290	28	,	,	PUNCT
economy-6780	290	29	hammond	hammond	PROPN
economy-6780	290	30	,	,	PUNCT
economy-6780	290	31	k.	k.	PROPN
economy-6780	290	32	,	,	PUNCT
economy-6780	290	33	&	&	CCONJ
economy-6780	290	34	lomax	lomax	PROPN
economy-6780	290	35	,	,	PUNCT
economy-6780	290	36	w.	w.	PROPN
economy-6780	290	37	(	(	PUNCT
economy-6780	290	38	2008	2008	NUM
economy-6780	290	39	)	)	PUNCT
economy-6780	290	40	.	.	PUNCT
economy-6780	291	1	measuring	measure	VERB
economy-6780	291	2	the	the	DET
economy-6780	291	3	impact	impact	NOUN
economy-6780	291	4	of	of	ADP
economy-6780	291	5	positive	positive	ADJ
economy-6780	291	6	and	and	CCONJ
economy-6780	291	7	negative	negative	ADJ
economy-6780	291	8	word	word	NOUN
economy-6780	291	9	of	of	ADP
economy-6780	291	10	mouth	mouth	NOUN
economy-6780	291	11	on	on	ADP
economy-6780	291	12	brand	brand	NOUN
economy-6780	291	13	purchase	purchase	NOUN
economy-6780	291	14	probability	probability	NOUN
economy-6780	291	15	.	.	PUNCT
economy-6780	292	1	international	international	ADJ
economy-6780	292	2	journal	journal	PROPN
economy-6780	292	3	of	of	ADP
economy-6780	292	4	research	research	NOUN
economy-6780	292	5	in	in	ADP
economy-6780	292	6	marketing	marketing	NOUN
economy-6780	292	7	,	,	PUNCT
economy-6780	292	8	25(3	25(3	NUM
economy-6780	292	9	)	)	PUNCT
economy-6780	292	10	,	,	PUNCT
economy-6780	292	11	215	215	NUM
economy-6780	292	12	-	-	SYM
economy-6780	292	13	224	224	NUM
economy-6780	292	14	.	.	PUNCT
economy-6780	293	1	https://doi.org/10.1016/j.ijresmar.2008.04.001	https://doi.org/10.1016/j.ijresmar.2008.04.001	PROPN
economy-6780	293	2	ghozali	ghozali	PROPN
economy-6780	293	3	,	,	PUNCT
economy-6780	293	4	i.	i.	PROPN
economy-6780	293	5	(	(	PUNCT
economy-6780	293	6	2017	2017	NUM
economy-6780	293	7	)	)	PUNCT
economy-6780	293	8	.	.	PUNCT
economy-6780	294	1	multivariate	multivariate	VERB
economy-6780	294	2	analysis	analysis	NOUN
economy-6780	294	3	with	with	ADP
economy-6780	294	4	spss	spss	PROPN
economy-6780	294	5	.	.	PUNCT
economy-6780	295	1	indonesia	indonesia	PROPN
economy-6780	295	2	:	:	PUNCT
economy-6780	295	3	diponegoro	diponegoro	VERB
economy-6780	295	4	university	university	NOUN
economy-6780	295	5	press	press	NOUN
economy-6780	295	6	.	.	PUNCT
economy-6780	296	1	grinblatt	grinblatt	PROPN
economy-6780	296	2	,	,	PUNCT
economy-6780	296	3	m.	m.	NOUN
economy-6780	296	4	,	,	PUNCT
economy-6780	296	5	&	&	CCONJ
economy-6780	296	6	keloharju	keloharju	NOUN
economy-6780	296	7	,	,	PUNCT
economy-6780	296	8	m.	m.	NOUN
economy-6780	296	9	(	(	PUNCT
economy-6780	296	10	2009	2009	NUM
economy-6780	296	11	)	)	PUNCT
economy-6780	296	12	.	.	PUNCT
economy-6780	297	1	sensation	sensation	NOUN
economy-6780	297	2	seeking	seeking	NOUN
economy-6780	297	3	,	,	PUNCT
economy-6780	297	4	overconfidence	overconfidence	NOUN
economy-6780	297	5	,	,	PUNCT
economy-6780	297	6	and	and	CCONJ
economy-6780	297	7	trading	trading	NOUN
economy-6780	297	8	activity	activity	NOUN
economy-6780	297	9	.	.	PUNCT
economy-6780	298	1	the	the	DET
economy-6780	298	2	journal	journal	PROPN
economy-6780	298	3	of	of	ADP
economy-6780	298	4	finance	finance	NOUN
economy-6780	298	5	,	,	PUNCT
economy-6780	298	6	64(2	64(2	NUM
economy-6780	298	7	)	)	PUNCT
economy-6780	298	8	,	,	PUNCT
economy-6780	298	9	549	549	NUM
economy-6780	298	10	-	-	SYM
economy-6780	298	11	578	578	NUM
economy-6780	298	12	.	.	PUNCT
economy-6780	299	1	https://doi.org/10.1016/j.ijresmar.2008.04.001	https://doi.org/10.1016/j.ijresmar.2008.04.001	PROPN
economy-6780	299	2	gudmunson	gudmunson	PROPN
economy-6780	299	3	,	,	PUNCT
economy-6780	299	4	c.	c.	PROPN
economy-6780	299	5	g.	g.	PROPN
economy-6780	299	6	,	,	PUNCT
economy-6780	299	7	&	&	CCONJ
economy-6780	299	8	danes	danes	PROPN
economy-6780	299	9	,	,	PUNCT
economy-6780	299	10	s.	s.	PROPN
economy-6780	299	11	m.	m.	PROPN
economy-6780	299	12	(	(	PUNCT
economy-6780	299	13	2011	2011	NUM
economy-6780	299	14	)	)	PUNCT
economy-6780	299	15	.	.	PUNCT
economy-6780	300	1	family	family	NOUN
economy-6780	300	2	financial	financial	ADJ
economy-6780	300	3	socialization	socialization	NOUN
economy-6780	300	4	:	:	PUNCT
economy-6780	300	5	theory	theory	NOUN
economy-6780	300	6	and	and	CCONJ
economy-6780	300	7	critical	critical	ADJ
economy-6780	300	8	review	review	NOUN
economy-6780	300	9	.	.	PUNCT
economy-6780	301	1	journal	journal	PROPN
economy-6780	301	2	of	of	ADP
economy-6780	301	3	family	family	NOUN
economy-6780	301	4	and	and	CCONJ
economy-6780	301	5	economic	economic	ADJ
economy-6780	301	6	issues	issue	NOUN
economy-6780	301	7	,	,	PUNCT
economy-6780	301	8	32	32	NUM
economy-6780	301	9	,	,	PUNCT
economy-6780	301	10	644	644	NUM
economy-6780	301	11	-	-	SYM
economy-6780	301	12	667	667	NUM
economy-6780	301	13	.	.	PUNCT
economy-6780	302	1	https://doi.org/10.1007/s10834-011-9275-y	https://doi.org/10.1007/s10834-011-9275-y	PROPN
economy-6780	302	2	guiso	guiso	PROPN
economy-6780	302	3	,	,	PUNCT
economy-6780	302	4	l.	l.	PROPN
economy-6780	302	5	,	,	PUNCT
economy-6780	302	6	sapienza	sapienza	PROPN
economy-6780	302	7	,	,	PUNCT
economy-6780	302	8	p.	p.	NOUN
economy-6780	302	9	,	,	PUNCT
economy-6780	302	10	&	&	CCONJ
economy-6780	302	11	zingales	zingales	PROPN
economy-6780	302	12	,	,	PUNCT
economy-6780	302	13	l.	l.	PROPN
economy-6780	302	14	(	(	PUNCT
economy-6780	302	15	2008	2008	NUM
economy-6780	302	16	)	)	PUNCT
economy-6780	302	17	.	.	PUNCT
economy-6780	303	1	trusting	trust	VERB
economy-6780	303	2	the	the	DET
economy-6780	303	3	stock	stock	NOUN
economy-6780	303	4	market	market	NOUN
economy-6780	303	5	.	.	PUNCT
economy-6780	304	1	the	the	DET
economy-6780	304	2	journal	journal	PROPN
economy-6780	304	3	of	of	ADP
economy-6780	304	4	finance	finance	NOUN
economy-6780	304	5	,	,	PUNCT
economy-6780	304	6	63(6	63(6	PROPN
economy-6780	304	7	)	)	PUNCT
economy-6780	304	8	,	,	PUNCT
economy-6780	304	9	2557	2557	NUM
economy-6780	304	10	-	-	SYM
economy-6780	304	11	2600	2600	NUM
economy-6780	304	12	.	.	PUNCT
economy-6780	305	1	https://doi.org/10.1111/j.1540-6261.2008.01408.x	https://doi.org/10.1111/j.1540-6261.2008.01408.x	PROPN
economy-6780	305	2	jorgensen	jorgensen	PROPN
economy-6780	305	3	,	,	PUNCT
economy-6780	305	4	b.	b.	PROPN
economy-6780	305	5	l.	l.	PROPN
economy-6780	305	6	,	,	PUNCT
economy-6780	305	7	&	&	CCONJ
economy-6780	305	8	savla	savla	NOUN
economy-6780	305	9	,	,	PUNCT
economy-6780	305	10	j.	j.	PROPN
economy-6780	305	11	(	(	PUNCT
economy-6780	305	12	2010	2010	NUM
economy-6780	305	13	)	)	PUNCT
economy-6780	305	14	.	.	PUNCT
economy-6780	306	1	financial	financial	ADJ
economy-6780	306	2	literacy	literacy	NOUN
economy-6780	306	3	of	of	ADP
economy-6780	306	4	young	young	ADJ
economy-6780	306	5	adults	adult	NOUN
economy-6780	306	6	:	:	PUNCT
economy-6780	306	7	the	the	DET
economy-6780	306	8	importance	importance	NOUN
economy-6780	306	9	of	of	ADP
economy-6780	306	10	parental	parental	ADJ
economy-6780	306	11	socialization	socialization	NOUN
economy-6780	306	12	.	.	PUNCT
economy-6780	307	1	family	family	NOUN
economy-6780	307	2	relations	relation	NOUN
economy-6780	307	3	,	,	PUNCT
economy-6780	307	4	59(4	59(4	NUM
economy-6780	307	5	)	)	PUNCT
economy-6780	307	6	,	,	PUNCT
economy-6780	307	7	465478	465478	NUM
economy-6780	307	8	.	.	PUNCT
economy-6780	308	1	https://doi.org/10.1111/j.1741-3729.2010.00616.x	https://doi.org/10.1111/j.1741-3729.2010.00616.x	PROPN
economy-6780	308	2	kahneman	kahneman	PROPN
economy-6780	308	3	,	,	PUNCT
economy-6780	308	4	d.	d.	PROPN
economy-6780	308	5	,	,	PUNCT
economy-6780	308	6	&	&	CCONJ
economy-6780	308	7	tversky	tversky	PROPN
economy-6780	308	8	,	,	PUNCT
economy-6780	308	9	a.	a.	NOUN
economy-6780	308	10	(	(	PUNCT
economy-6780	308	11	1979	1979	NUM
economy-6780	308	12	)	)	PUNCT
economy-6780	308	13	.	.	PUNCT
economy-6780	309	1	prospect	prospect	PROPN
economy-6780	309	2	theory	theory	NOUN
economy-6780	309	3	:	:	PUNCT
economy-6780	309	4	an	an	DET
economy-6780	309	5	analysis	analysis	NOUN
economy-6780	309	6	of	of	ADP
economy-6780	309	7	decision	decision	NOUN
economy-6780	309	8	under	under	ADP
economy-6780	309	9	risk	risk	NOUN
economy-6780	309	10	.	.	PUNCT
economy-6780	310	1	econometrica	econometrica	PROPN
economy-6780	310	2	,	,	PUNCT
economy-6780	310	3	47(2	47(2	PROPN
economy-6780	310	4	)	)	PUNCT
economy-6780	310	5	,	,	PUNCT
economy-6780	310	6	263	263	NUM
economy-6780	310	7	-	-	SYM
economy-6780	310	8	291	291	NUM
economy-6780	310	9	.	.	PUNCT
economy-6780	311	1	https://doi.org/10.2307/1914185	https://doi.org/10.2307/1914185	NOUN
economy-6780	311	2	kelman	kelman	NOUN
economy-6780	311	3	,	,	PUNCT
economy-6780	311	4	h.	h.	PROPN
economy-6780	311	5	c.	c.	PROPN
economy-6780	311	6	(	(	PUNCT
economy-6780	311	7	1958	1958	NUM
economy-6780	311	8	)	)	PUNCT
economy-6780	311	9	.	.	PUNCT
economy-6780	312	1	compliance	compliance	NOUN
economy-6780	312	2	,	,	PUNCT
economy-6780	312	3	identification	identification	NOUN
economy-6780	312	4	,	,	PUNCT
economy-6780	312	5	and	and	CCONJ
economy-6780	312	6	internalization	internalization	NOUN
economy-6780	312	7	three	three	NUM
economy-6780	312	8	processes	process	NOUN
economy-6780	312	9	of	of	ADP
economy-6780	312	10	attitude	attitude	NOUN
economy-6780	312	11	change	change	NOUN
economy-6780	312	12	.	.	PUNCT
economy-6780	313	1	journal	journal	NOUN
economy-6780	313	2	of	of	ADP
economy-6780	313	3	conflict	conflict	NOUN
economy-6780	313	4	resolution	resolution	NOUN
economy-6780	313	5	,	,	PUNCT
economy-6780	313	6	2(1	2(1	NUM
economy-6780	313	7	)	)	PUNCT
economy-6780	313	8	,	,	PUNCT
economy-6780	313	9	5160	5160	NUM
economy-6780	313	10	.	.	PUNCT
economy-6780	314	1	https://doi.org/10.1177/002200275800200106	https://doi.org/10.1177/002200275800200106	ADJ
economy-6780	314	2	lerner	lerner	PROPN
economy-6780	314	3	,	,	PUNCT
economy-6780	314	4	j.	j.	PROPN
economy-6780	314	5	,	,	PUNCT
economy-6780	314	6	&	&	CCONJ
economy-6780	314	7	tufano	tufano	ADJ
economy-6780	314	8	,	,	PUNCT
economy-6780	314	9	p.	p.	NOUN
economy-6780	314	10	(	(	PUNCT
economy-6780	314	11	2011	2011	NUM
economy-6780	314	12	)	)	PUNCT
economy-6780	314	13	.	.	PUNCT
economy-6780	315	1	the	the	DET
economy-6780	315	2	consequences	consequence	NOUN
economy-6780	315	3	of	of	ADP
economy-6780	315	4	financial	financial	ADJ
economy-6780	315	5	innovation	innovation	NOUN
economy-6780	315	6	:	:	PUNCT
economy-6780	315	7	a	a	DET
economy-6780	315	8	counterfactual	counterfactual	ADJ
economy-6780	315	9	research	research	NOUN
economy-6780	315	10	agenda	agenda	NOUN
economy-6780	315	11	.	.	PUNCT
economy-6780	316	1	annual	annual	ADJ
economy-6780	316	2	review	review	NOUN
economy-6780	316	3	of	of	ADP
economy-6780	316	4	financial	financial	ADJ
economy-6780	316	5	economics	economic	NOUN
economy-6780	316	6	,	,	PUNCT
economy-6780	316	7	3(1	3(1	NUM
economy-6780	316	8	)	)	PUNCT
economy-6780	316	9	,	,	PUNCT
economy-6780	316	10	41	41	NUM
economy-6780	316	11	-	-	SYM
economy-6780	316	12	85	85	NUM
economy-6780	316	13	.	.	PUNCT
economy-6780	317	1	https://doi.org/10.3386/w16780	https://doi.org/10.3386/w16780	NUM
economy-6780	317	2	lusardi	lusardi	NOUN
economy-6780	317	3	,	,	PUNCT
economy-6780	317	4	a.	a.	PROPN
economy-6780	317	5	,	,	PUNCT
economy-6780	317	6	&	&	CCONJ
economy-6780	317	7	mitchell	mitchell	PROPN
economy-6780	317	8	,	,	PUNCT
economy-6780	317	9	o.	o.	PROPN
economy-6780	317	10	s.	s.	PROPN
economy-6780	317	11	(	(	PUNCT
economy-6780	317	12	2011	2011	NUM
economy-6780	317	13	)	)	PUNCT
economy-6780	317	14	.	.	PUNCT
economy-6780	318	1	financial	financial	ADJ
economy-6780	318	2	literacy	literacy	NOUN
economy-6780	318	3	and	and	CCONJ
economy-6780	318	4	retirement	retirement	NOUN
economy-6780	318	5	planning	planning	NOUN
economy-6780	318	6	in	in	ADP
economy-6780	318	7	the	the	DET
economy-6780	318	8	united	united	PROPN
economy-6780	318	9	states	states	PROPN
economy-6780	318	10	.	.	PUNCT
economy-6780	319	1	journal	journal	PROPN
economy-6780	319	2	of	of	ADP
economy-6780	319	3	pension	pension	NOUN
economy-6780	319	4	economics	economic	NOUN
economy-6780	319	5	&	&	CCONJ
economy-6780	319	6	finance	finance	PROPN
economy-6780	319	7	,	,	PUNCT
economy-6780	319	8	10(4	10(4	NUM
economy-6780	319	9	)	)	PUNCT
economy-6780	319	10	,	,	PUNCT
economy-6780	319	11	509	509	NUM
economy-6780	319	12	-	-	SYM
economy-6780	319	13	525	525	NUM
economy-6780	319	14	.	.	PUNCT
economy-6780	320	1	https://doi.org/10.1017/s147474721100045x	https://doi.org/10.1017/s147474721100045x	PROPN
economy-6780	320	2	lusardi	lusardi	PROPN
economy-6780	320	3	,	,	PUNCT
economy-6780	320	4	a.	a.	PROPN
economy-6780	320	5	,	,	PUNCT
economy-6780	320	6	&	&	CCONJ
economy-6780	320	7	mitchell	mitchell	PROPN
economy-6780	320	8	,	,	PUNCT
economy-6780	320	9	o.	o.	PROPN
economy-6780	320	10	s.	s.	PROPN
economy-6780	320	11	(	(	PUNCT
economy-6780	320	12	2014	2014	NUM
economy-6780	320	13	)	)	PUNCT
economy-6780	320	14	.	.	PUNCT
economy-6780	321	1	the	the	DET
economy-6780	321	2	economic	economic	ADJ
economy-6780	321	3	importance	importance	NOUN
economy-6780	321	4	of	of	ADP
economy-6780	321	5	financial	financial	ADJ
economy-6780	321	6	literacy	literacy	NOUN
economy-6780	321	7	:	:	PUNCT
economy-6780	321	8	theory	theory	NOUN
economy-6780	321	9	and	and	CCONJ
economy-6780	321	10	evidence	evidence	NOUN
economy-6780	321	11	.	.	PUNCT
economy-6780	322	1	american	american	ADJ
economy-6780	322	2	economic	economic	PROPN
economy-6780	322	3	journal	journal	PROPN
economy-6780	322	4	:	:	PUNCT
economy-6780	322	5	journal	journal	NOUN
economy-6780	322	6	of	of	ADP
economy-6780	322	7	economic	economic	ADJ
economy-6780	322	8	literature	literature	NOUN
economy-6780	322	9	,	,	PUNCT
economy-6780	322	10	52(1	52(1	NOUN
economy-6780	322	11	)	)	PUNCT
economy-6780	322	12	,	,	PUNCT
economy-6780	322	13	5	5	NUM
economy-6780	322	14	-	-	SYM
economy-6780	322	15	44	44	NUM
economy-6780	322	16	.	.	PUNCT
economy-6780	323	1	https://doi.org/10.1257/jel.52.1.5	https://doi.org/10.1257/jel.52.1.5	PROPN
economy-6780	323	2	mandell	mandell	PROPN
economy-6780	323	3	,	,	PUNCT
economy-6780	323	4	l.	l.	PROPN
economy-6780	323	5	,	,	PUNCT
economy-6780	323	6	&	&	CCONJ
economy-6780	323	7	klein	klein	PROPN
economy-6780	323	8	,	,	PUNCT
economy-6780	323	9	l.	l.	PROPN
economy-6780	323	10	s.	s.	PROPN
economy-6780	323	11	(	(	PUNCT
economy-6780	323	12	2009	2009	NUM
economy-6780	323	13	)	)	PUNCT
economy-6780	323	14	.	.	PUNCT
economy-6780	324	1	the	the	DET
economy-6780	324	2	impact	impact	NOUN
economy-6780	324	3	of	of	ADP
economy-6780	324	4	financial	financial	ADJ
economy-6780	324	5	literacy	literacy	NOUN
economy-6780	324	6	education	education	NOUN
economy-6780	324	7	on	on	ADP
economy-6780	324	8	subsequent	subsequent	ADJ
economy-6780	324	9	financial	financial	ADJ
economy-6780	324	10	behavior	behavior	NOUN
economy-6780	324	11	.	.	PUNCT
economy-6780	325	1	journal	journal	PROPN
economy-6780	325	2	of	of	ADP
economy-6780	325	3	financial	financial	ADJ
economy-6780	325	4	counseling	counseling	NOUN
economy-6780	325	5	and	and	CCONJ
economy-6780	325	6	planning	planning	NOUN
economy-6780	325	7	,	,	PUNCT
economy-6780	325	8	20(1	20(1	NUM
economy-6780	325	9	)	)	PUNCT
economy-6780	325	10	,	,	PUNCT
economy-6780	325	11	15	15	NUM
economy-6780	325	12	-	-	SYM
economy-6780	325	13	25	25	NUM
economy-6780	325	14	.	.	PUNCT
economy-6780	326	1	https://doi.org/10.1891/1052-3073.30.1.132	https://doi.org/10.1891/1052-3073.30.1.132	PROPN
economy-6780	326	2	markowitz	markowitz	PROPN
economy-6780	326	3	,	,	PUNCT
economy-6780	326	4	h.	h.	PROPN
economy-6780	326	5	m.	m.	PROPN
economy-6780	326	6	(	(	PUNCT
economy-6780	326	7	1991	1991	NUM
economy-6780	326	8	)	)	PUNCT
economy-6780	326	9	.	.	PUNCT
economy-6780	327	1	foundations	foundation	NOUN
economy-6780	327	2	of	of	ADP
economy-6780	327	3	portfolio	portfolio	NOUN
economy-6780	327	4	theory	theory	NOUN
economy-6780	327	5	.	.	PUNCT
economy-6780	328	1	the	the	DET
economy-6780	328	2	journal	journal	PROPN
economy-6780	328	3	of	of	ADP
economy-6780	328	4	finance	finance	NOUN
economy-6780	328	5	,	,	PUNCT
economy-6780	328	6	46(2	46(2	NOUN
economy-6780	328	7	)	)	PUNCT
economy-6780	328	8	,	,	PUNCT
economy-6780	328	9	469	469	PROPN
economy-6780	328	10	-	-	SYM
economy-6780	328	11	477	477	NUM
economy-6780	328	12	.	.	PUNCT
economy-6780	329	1	https://doi.org/10.1111/j.15406261.1991.tb02669.x	https://doi.org/10.1111/j.15406261.1991.tb02669.x	PROPN
economy-6780	329	2	mcclelland	mcclelland	PROPN
economy-6780	329	3	,	,	PUNCT
economy-6780	329	4	d.	d.	PROPN
economy-6780	329	5	c.	c.	PROPN
economy-6780	329	6	(	(	PUNCT
economy-6780	329	7	1961	1961	NUM
economy-6780	329	8	)	)	PUNCT
economy-6780	329	9	.	.	PUNCT
economy-6780	330	1	the	the	DET
economy-6780	330	2	achieving	achieve	VERB
economy-6780	330	3	society	society	NOUN
economy-6780	330	4	.	.	PUNCT
economy-6780	331	1	princeton	princeton	PROPN
economy-6780	331	2	:	:	PUNCT
economy-6780	331	3	van	van	PROPN
economy-6780	331	4	nostrand	nostrand	PROPN
economy-6780	331	5	.	.	PUNCT
economy-6780	332	1	mcclelland	mcclelland	PROPN
economy-6780	332	2	,	,	PUNCT
economy-6780	332	3	d.	d.	PROPN
economy-6780	332	4	c.	c.	PROPN
economy-6780	332	5	(	(	PUNCT
economy-6780	332	6	1987	1987	NUM
economy-6780	332	7	)	)	PUNCT
economy-6780	332	8	.	.	PUNCT
economy-6780	333	1	human	human	ADJ
economy-6780	333	2	motivation	motivation	NOUN
economy-6780	333	3	.	.	PUNCT
economy-6780	334	1	cambridge	cambridge	PROPN
economy-6780	334	2	,	,	PUNCT
economy-6780	334	3	uk	uk	PROPN
economy-6780	334	4	:	:	PUNCT
economy-6780	334	5	cambridge	cambridge	PROPN
economy-6780	334	6	university	university	PROPN
economy-6780	334	7	press	press	NOUN
economy-6780	334	8	.	.	PUNCT
economy-6780	335	1	oliver	oliver	PROPN
economy-6780	335	2	,	,	PUNCT
economy-6780	335	3	r.	r.	PROPN
economy-6780	335	4	l.	l.	PROPN
economy-6780	335	5	(	(	PUNCT
economy-6780	335	6	1980	1980	NUM
economy-6780	335	7	)	)	PUNCT
economy-6780	335	8	.	.	PUNCT
economy-6780	336	1	a	a	DET
economy-6780	336	2	cognitive	cognitive	ADJ
economy-6780	336	3	model	model	NOUN
economy-6780	336	4	of	of	ADP
economy-6780	336	5	the	the	DET
economy-6780	336	6	antecedents	antecedent	NOUN
economy-6780	336	7	and	and	CCONJ
economy-6780	336	8	consequences	consequence	NOUN
economy-6780	336	9	of	of	ADP
economy-6780	336	10	satisfaction	satisfaction	NOUN
economy-6780	336	11	decisions	decision	NOUN
economy-6780	336	12	.	.	PUNCT
economy-6780	337	1	journal	journal	NOUN
economy-6780	337	2	of	of	ADP
economy-6780	337	3	marketing	marketing	NOUN
economy-6780	337	4	research	research	NOUN
economy-6780	337	5	,	,	PUNCT
economy-6780	337	6	17(4	17(4	NUM
economy-6780	337	7	)	)	PUNCT
economy-6780	337	8	,	,	PUNCT
economy-6780	337	9	460	460	NUM
economy-6780	337	10	-	-	SYM
economy-6780	337	11	469	469	NUM
economy-6780	337	12	.	.	PUNCT
economy-6780	338	1	https://doi.org/10.1177/002224378001700405	https://doi.org/10.1177/002224378001700405	NOUN
economy-6780	338	2	panno	panno	NOUN
economy-6780	338	3	,	,	PUNCT
economy-6780	338	4	a.	a.	NOUN
economy-6780	338	5	(	(	PUNCT
economy-6780	338	6	2019	2019	NUM
economy-6780	338	7	)	)	PUNCT
economy-6780	338	8	.	.	PUNCT
economy-6780	339	1	decision	decision	NOUN
economy-6780	339	2	-	-	PUNCT
economy-6780	339	3	making	making	NOUN
economy-6780	339	4	under	under	ADP
economy-6780	339	5	uncertainty	uncertainty	NOUN
economy-6780	339	6	:	:	PUNCT
economy-6780	339	7	the	the	DET
economy-6780	339	8	role	role	NOUN
economy-6780	339	9	of	of	ADP
economy-6780	339	10	risk	risk	NOUN
economy-6780	339	11	-	-	PUNCT
economy-6780	339	12	taking	take	VERB
economy-6780	339	13	behavior	behavior	NOUN
economy-6780	339	14	and	and	CCONJ
economy-6780	339	15	financial	financial	ADJ
economy-6780	339	16	literacy	literacy	NOUN
economy-6780	339	17	.	.	PUNCT
economy-6780	340	1	journal	journal	NOUN
economy-6780	340	2	of	of	ADP
economy-6780	340	3	behavioral	behavioral	ADJ
economy-6780	340	4	finance	finance	NOUN
economy-6780	340	5	,	,	PUNCT
economy-6780	340	6	20(2	20(2	NUM
economy-6780	340	7	)	)	PUNCT
economy-6780	340	8	,	,	PUNCT
economy-6780	340	9	195	195	NUM
economy-6780	340	10	-	-	SYM
economy-6780	340	11	205	205	NUM
economy-6780	340	12	.	.	PUNCT
economy-6780	341	1	philippon	philippon	NOUN
economy-6780	341	2	,	,	PUNCT
economy-6780	341	3	t.	t.	PROPN
economy-6780	341	4	(	(	PUNCT
economy-6780	341	5	2016	2016	NUM
economy-6780	341	6	)	)	PUNCT
economy-6780	341	7	.	.	PUNCT
economy-6780	342	1	the	the	DET
economy-6780	342	2	fintech	fintech	NOUN
economy-6780	342	3	opportunity	opportunity	NOUN
economy-6780	342	4	.	.	PUNCT
economy-6780	343	1	national	national	PROPN
economy-6780	343	2	bureau	bureau	PROPN
economy-6780	343	3	of	of	ADP
economy-6780	343	4	economic	economic	ADJ
economy-6780	343	5	research	research	NOUN
economy-6780	343	6	.	.	PUNCT
economy-6780	344	1	no	no	INTJ
economy-6780	344	2	.	.	PUNCT
economy-6780	345	1	w22476	w22476	PROPN
economy-6780	345	2	.	.	PUNCT
economy-6780	345	3	rauch	rauch	PROPN
economy-6780	345	4	,	,	PUNCT
economy-6780	345	5	a.	a.	PROPN
economy-6780	345	6	,	,	PUNCT
economy-6780	345	7	&	&	CCONJ
economy-6780	345	8	frese	frese	PROPN
economy-6780	345	9	,	,	PUNCT
economy-6780	345	10	m.	m.	NOUN
economy-6780	345	11	(	(	PUNCT
economy-6780	345	12	2007	2007	NUM
economy-6780	345	13	)	)	PUNCT
economy-6780	345	14	.	.	PUNCT
economy-6780	346	1	let	let	VERB
economy-6780	346	2	's	us	PRON
economy-6780	346	3	put	put	VERB
economy-6780	346	4	the	the	DET
economy-6780	346	5	person	person	NOUN
economy-6780	346	6	back	back	ADV
economy-6780	346	7	into	into	ADP
economy-6780	346	8	entrepreneurship	entrepreneurship	NOUN
economy-6780	346	9	research	research	NOUN
economy-6780	346	10	:	:	PUNCT
economy-6780	346	11	a	a	DET
economy-6780	346	12	meta	meta	ADJ
economy-6780	346	13	-	-	PUNCT
economy-6780	346	14	analysis	analysis	NOUN
economy-6780	346	15	on	on	ADP
economy-6780	346	16	the	the	DET
economy-6780	346	17	relationship	relationship	NOUN
economy-6780	346	18	between	between	ADP
economy-6780	346	19	business	business	NOUN
economy-6780	346	20	owners	owner	NOUN
economy-6780	346	21	'	'	PART
economy-6780	346	22	personality	personality	NOUN
economy-6780	346	23	traits	trait	NOUN
economy-6780	346	24	,	,	PUNCT
economy-6780	346	25	business	business	NOUN
economy-6780	346	26	creation	creation	NOUN
economy-6780	346	27	,	,	PUNCT
economy-6780	346	28	and	and	CCONJ
economy-6780	346	29	success	success	NOUN
economy-6780	346	30	.	.	PUNCT
economy-6780	347	1	european	european	ADJ
economy-6780	347	2	journal	journal	PROPN
economy-6780	347	3	of	of	ADP
economy-6780	347	4	work	work	NOUN
economy-6780	347	5	and	and	CCONJ
economy-6780	347	6	organizational	organizational	ADJ
economy-6780	347	7	psychology	psychology	NOUN
economy-6780	347	8	,	,	PUNCT
economy-6780	347	9	16(4	16(4	NUM
economy-6780	347	10	)	)	PUNCT
economy-6780	347	11	,	,	PUNCT
economy-6780	347	12	353385	353385	NUM
economy-6780	347	13	.	.	PUNCT
economy-6780	348	1	https://doi.org/10.1080/13594320701595438	https://doi.org/10.1080/13594320701595438	PROPN
economy-6780	348	2	rogers	rogers	PROPN
economy-6780	348	3	,	,	PUNCT
economy-6780	348	4	e.	e.	PROPN
economy-6780	348	5	m.	m.	PROPN
economy-6780	348	6	(	(	PUNCT
economy-6780	348	7	1962	1962	NUM
economy-6780	348	8	)	)	PUNCT
economy-6780	348	9	.	.	PUNCT
economy-6780	349	1	diffusion	diffusion	NOUN
economy-6780	349	2	of	of	ADP
economy-6780	349	3	innovations	innovation	NOUN
economy-6780	349	4	.	.	PUNCT
economy-6780	350	1	new	new	PROPN
economy-6780	350	2	york	york	PROPN
economy-6780	350	3	:	:	PUNCT
economy-6780	350	4	free	free	ADJ
economy-6780	350	5	press	press	NOUN
economy-6780	350	6	.	.	PUNCT
economy-6780	351	1	schindler	schindler	PROPN
economy-6780	351	2	,	,	PUNCT
economy-6780	351	3	j.	j.	PROPN
economy-6780	351	4	(	(	PUNCT
economy-6780	351	5	2017	2017	NUM
economy-6780	351	6	)	)	PUNCT
economy-6780	351	7	.	.	PUNCT
economy-6780	352	1	fintech	fintech	NOUN
economy-6780	352	2	and	and	CCONJ
economy-6780	352	3	financial	financial	ADJ
economy-6780	352	4	innovation	innovation	NOUN
economy-6780	352	5	:	:	PUNCT
economy-6780	352	6	drivers	driver	NOUN
economy-6780	352	7	and	and	CCONJ
economy-6780	352	8	depth	depth	NOUN
economy-6780	352	9	.	.	PUNCT
economy-6780	353	1	finance	finance	NOUN
economy-6780	353	2	and	and	CCONJ
economy-6780	353	3	economics	economic	NOUN
economy-6780	353	4	discussion	discussion	NOUN
economy-6780	353	5	series	series	NOUN
economy-6780	353	6	,	,	PUNCT
economy-6780	353	7	board	board	NOUN
economy-6780	353	8	of	of	ADP
economy-6780	353	9	governors	governor	NOUN
economy-6780	353	10	of	of	ADP
economy-6780	353	11	the	the	DET
economy-6780	353	12	federal	federal	PROPN
economy-6780	353	13	reserve	reserve	PROPN
economy-6780	353	14	system	system	NOUN
economy-6780	353	15	.	.	PUNCT
economy-6780	354	1	https://doi.org/10.17016/feds.2017.081	https://doi.org/10.17016/feds.2017.081	ADJ
economy-6780	354	2	shefrin	shefrin	NOUN
economy-6780	354	3	,	,	PUNCT
economy-6780	354	4	h.	h.	PROPN
economy-6780	354	5	,	,	PUNCT
economy-6780	354	6	&	&	CCONJ
economy-6780	354	7	statman	statman	PROPN
economy-6780	354	8	,	,	PUNCT
economy-6780	354	9	m.	m.	NOUN
economy-6780	354	10	(	(	PUNCT
economy-6780	354	11	2000	2000	NUM
economy-6780	354	12	)	)	PUNCT
economy-6780	354	13	.	.	PUNCT
economy-6780	355	1	behavioral	behavioral	ADJ
economy-6780	355	2	portfolio	portfolio	NOUN
economy-6780	355	3	theory	theory	PROPN
economy-6780	355	4	.	.	PUNCT
economy-6780	356	1	journal	journal	PROPN
economy-6780	356	2	of	of	ADP
economy-6780	356	3	financial	financial	ADJ
economy-6780	356	4	and	and	CCONJ
economy-6780	356	5	quantitative	quantitative	ADJ
economy-6780	356	6	analysis	analysis	NOUN
economy-6780	356	7	,	,	PUNCT
economy-6780	356	8	35(2	35(2	NUM
economy-6780	356	9	)	)	PUNCT
economy-6780	356	10	,	,	PUNCT
economy-6780	356	11	127	127	NUM
economy-6780	356	12	-	-	SYM
economy-6780	356	13	151	151	NUM
economy-6780	356	14	.	.	PUNCT
economy-6780	357	1	https://doi.org/10.2307/2676187	https://doi.org/10.2307/2676187	X
economy-6780	357	2	shim	shim	NOUN
economy-6780	357	3	,	,	PUNCT
economy-6780	357	4	s.	s.	PROPN
economy-6780	357	5	,	,	PUNCT
economy-6780	357	6	barber	barber	PROPN
economy-6780	357	7	,	,	PUNCT
economy-6780	357	8	b.	b.	PROPN
economy-6780	357	9	l.	l.	PROPN
economy-6780	357	10	,	,	PUNCT
economy-6780	357	11	card	card	NOUN
economy-6780	357	12	,	,	PUNCT
economy-6780	357	13	n.	n.	PROPN
economy-6780	357	14	a.	a.	PROPN
economy-6780	357	15	,	,	PUNCT
economy-6780	357	16	xiao	xiao	PROPN
economy-6780	357	17	,	,	PUNCT
economy-6780	357	18	j.	j.	PROPN
economy-6780	357	19	j.	j.	PROPN
economy-6780	357	20	,	,	PUNCT
economy-6780	357	21	&	&	CCONJ
economy-6780	357	22	serido	serido	PRON
economy-6780	357	23	,	,	PUNCT
economy-6780	357	24	j.	j.	PROPN
economy-6780	357	25	(	(	PUNCT
economy-6780	357	26	2010	2010	NUM
economy-6780	357	27	)	)	PUNCT
economy-6780	357	28	.	.	PUNCT
economy-6780	358	1	financial	financial	ADJ
economy-6780	358	2	socialization	socialization	NOUN
economy-6780	358	3	of	of	ADP
economy-6780	358	4	first	first	ADJ
economy-6780	358	5	-	-	PUNCT
economy-6780	358	6	year	year	NOUN
economy-6780	358	7	college	college	NOUN
economy-6780	358	8	students	student	NOUN
economy-6780	358	9	:	:	PUNCT
economy-6780	358	10	the	the	DET
economy-6780	358	11	roles	role	NOUN
economy-6780	358	12	of	of	ADP
economy-6780	358	13	parents	parent	NOUN
economy-6780	358	14	,	,	PUNCT
economy-6780	358	15	work	work	NOUN
economy-6780	358	16	,	,	PUNCT
economy-6780	358	17	and	and	CCONJ
economy-6780	358	18	education	education	NOUN
economy-6780	358	19	.	.	PUNCT
economy-6780	359	1	journal	journal	NOUN
economy-6780	359	2	of	of	ADP
economy-6780	359	3	youth	youth	NOUN
economy-6780	359	4	and	and	CCONJ
economy-6780	359	5	adolescence	adolescence	NOUN
economy-6780	359	6	,	,	PUNCT
economy-6780	359	7	39	39	NUM
economy-6780	359	8	,	,	PUNCT
economy-6780	359	9	1457	1457	NUM
economy-6780	359	10	-	-	SYM
economy-6780	359	11	1470	1470	NUM
economy-6780	359	12	.	.	PUNCT
economy-6780	360	1	https://doi.org/10.1007/s10964-009-9432-x	https://doi.org/10.1007/s10964-009-9432-x	PROPN
economy-6780	360	2	tapia	tapia	PROPN
economy-6780	360	3	,	,	PUNCT
economy-6780	360	4	w.	w.	PROPN
economy-6780	360	5	,	,	PUNCT
economy-6780	360	6	&	&	CCONJ
economy-6780	360	7	yermo	yermo	PROPN
economy-6780	360	8	,	,	PUNCT
economy-6780	360	9	j.	j.	PROPN
economy-6780	360	10	(	(	PUNCT
economy-6780	360	11	2021	2021	NUM
economy-6780	360	12	)	)	PUNCT
economy-6780	360	13	.	.	PUNCT
economy-6780	361	1	implications	implication	NOUN
economy-6780	361	2	of	of	ADP
economy-6780	361	3	behavioral	behavioral	ADJ
economy-6780	361	4	economics	economic	NOUN
economy-6780	361	5	for	for	ADP
economy-6780	361	6	mandatory	mandatory	ADJ
economy-6780	361	7	individual	individual	ADJ
economy-6780	361	8	account	account	NOUN
economy-6780	361	9	pension	pension	NOUN
economy-6780	361	10	systems	system	NOUN
economy-6780	361	11	.	.	PUNCT
economy-6780	362	1	oecd	oecd	PROPN
economy-6780	362	2	working	work	VERB
economy-6780	362	3	papers	paper	NOUN
economy-6780	362	4	on	on	ADP
economy-6780	362	5	insurance	insurance	NOUN
economy-6780	362	6	and	and	CCONJ
economy-6780	362	7	private	private	ADJ
economy-6780	362	8	pensions	pension	NOUN
economy-6780	362	9	,	,	PUNCT
economy-6780	362	10	no	no	INTJ
economy-6780	362	11	.	.	NOUN
economy-6780	362	12	11	11	NUM
economy-6780	362	13	.	.	X
economy-6780	363	1	zhao	zhao	PROPN
economy-6780	363	2	,	,	PUNCT
economy-6780	363	3	h.	h.	PROPN
economy-6780	363	4	,	,	PUNCT
economy-6780	363	5	seibert	seibert	PROPN
economy-6780	363	6	,	,	PUNCT
economy-6780	363	7	s.	s.	PROPN
economy-6780	363	8	e.	e.	PROPN
economy-6780	363	9	,	,	PUNCT
economy-6780	363	10	&	&	CCONJ
economy-6780	363	11	hills	hills	PROPN
economy-6780	363	12	,	,	PUNCT
economy-6780	363	13	g.	g.	PROPN
economy-6780	363	14	e.	e.	PROPN
economy-6780	363	15	(	(	PUNCT
economy-6780	363	16	2005	2005	NUM
economy-6780	363	17	)	)	PUNCT
economy-6780	363	18	.	.	PUNCT
economy-6780	364	1	the	the	DET
economy-6780	364	2	mediating	mediate	VERB
economy-6780	364	3	role	role	NOUN
economy-6780	364	4	of	of	ADP
economy-6780	364	5	self	self	NOUN
economy-6780	364	6	-	-	PUNCT
economy-6780	364	7	efficacy	efficacy	NOUN
economy-6780	364	8	in	in	ADP
economy-6780	364	9	the	the	DET
economy-6780	364	10	development	development	NOUN
economy-6780	364	11	of	of	ADP
economy-6780	364	12	entrepreneurial	entrepreneurial	ADJ
economy-6780	364	13	intentions	intention	NOUN
economy-6780	364	14	.	.	PUNCT
economy-6780	365	1	journal	journal	NOUN
economy-6780	365	2	of	of	ADP
economy-6780	365	3	applied	apply	VERB
economy-6780	365	4	psychology	psychology	NOUN
economy-6780	365	5	,	,	PUNCT
economy-6780	365	6	90(6	90(6	NOUN
economy-6780	365	7	)	)	PUNCT
economy-6780	365	8	,	,	PUNCT
economy-6780	365	9	1265	1265	NUM
economy-6780	365	10	.	.	PUNCT
economy-6780	366	1	https://doi.org/10.1037/0021-9010.90.6.1265	https://doi.org/10.1037/0021-9010.90.6.1265	NUM
economy-6780	366	2	asian	asian	ADJ
economy-6780	366	3	online	online	ADJ
economy-6780	366	4	journal	journal	PROPN
economy-6780	366	5	publishing	publishing	NOUN
economy-6780	366	6	group	group	NOUN
economy-6780	366	7	is	be	AUX
economy-6780	366	8	not	not	PART
economy-6780	366	9	responsible	responsible	ADJ
economy-6780	366	10	or	or	CCONJ
economy-6780	366	11	answerable	answerable	ADJ
economy-6780	366	12	for	for	ADP
economy-6780	366	13	any	any	DET
economy-6780	366	14	loss	loss	NOUN
economy-6780	366	15	,	,	PUNCT
economy-6780	366	16	damage	damage	NOUN
economy-6780	366	17	or	or	CCONJ
economy-6780	366	18	liability	liability	NOUN
economy-6780	366	19	,	,	PUNCT
economy-6780	366	20	etc	etc	X
economy-6780	366	21	.	.	X
economy-6780	366	22	caused	cause	VERB
economy-6780	366	23	in	in	ADP
economy-6780	366	24	relation	relation	NOUN
economy-6780	366	25	to	to	PART
economy-6780	366	26	/	/	PUNCT
economy-6780	366	27	arising	arise	VERB
economy-6780	366	28	out	out	ADP
economy-6780	366	29	of	of	ADP
economy-6780	366	30	the	the	DET
economy-6780	366	31	use	use	NOUN
economy-6780	366	32	of	of	ADP
economy-6780	366	33	the	the	DET
economy-6780	366	34	content	content	NOUN
economy-6780	366	35	.	.	PUNCT
economy-6780	367	1	any	any	DET
economy-6780	367	2	queries	query	NOUN
economy-6780	367	3	should	should	AUX
economy-6780	367	4	be	be	AUX
economy-6780	367	5	directed	direct	VERB
economy-6780	367	6	to	to	ADP
economy-6780	367	7	the	the	DET
economy-6780	367	8	corresponding	corresponding	ADJ
economy-6780	367	9	author	author	NOUN
economy-6780	367	10	of	of	ADP
economy-6780	367	11	the	the	DET
economy-6780	367	12	article	article	NOUN
economy-6780	367	13	.	.	PUNCT
economy-6780	368	1	https://doi.org/10.1016/j.ijresmar.2008.04.001	https://doi.org/10.1016/j.ijresmar.2008.04.001	PROPN
economy-6780	368	2	https://doi.org/10.1016/j.ijresmar.2008.04.001	https://doi.org/10.1016/j.ijresmar.2008.04.001	PROPN
economy-6780	368	3	https://doi.org/10.1007/s10834-011-9275-y	https://doi.org/10.1007/s10834-011-9275-y	PROPN
economy-6780	368	4	https://doi.org/10.1111/j.1540-6261.2008.01408.x	https://doi.org/10.1111/j.1540-6261.2008.01408.x	NOUN
economy-6780	368	5	https://doi.org/10.1111/j.1741-3729.2010.00616.x	https://doi.org/10.1111/j.1741-3729.2010.00616.x	NOUN
economy-6780	368	6	https://doi.org/10.2307/1914185	https://doi.org/10.2307/1914185	X
economy-6780	368	7	https://doi.org/10.1177/002200275800200106	https://doi.org/10.1177/002200275800200106	PRON
economy-6780	369	1	https://doi.org/10.3386/w16780	https://doi.org/10.3386/w16780	NUM
economy-6780	369	2	https://doi.org/10.1017/s147474721100045x	https://doi.org/10.1017/s147474721100045x	ADJ
economy-6780	369	3	https://doi.org/10.1257/jel.52.1.5	https://doi.org/10.1257/jel.52.1.5	NOUN
economy-6780	369	4	https://doi.org/10.1891/1052-3073.30.1.132	https://doi.org/10.1891/1052-3073.30.1.132	VERB
economy-6780	370	1	https://doi.org/10.1111/j.1540-6261.1991.tb02669.x	https://doi.org/10.1111/j.1540-6261.1991.tb02669.x	PROPN
economy-6780	370	2	https://doi.org/10.1111/j.1540-6261.1991.tb02669.x	https://doi.org/10.1111/j.1540-6261.1991.tb02669.x	PROPN
economy-6780	370	3	https://doi.org/10.1177/002224378001700405	https://doi.org/10.1177/002224378001700405	X
economy-6780	370	4	https://doi.org/10.1080/13594320701595438	https://doi.org/10.1080/13594320701595438	X
economy-6780	370	5	https://doi.org/10.17016/feds.2017.081	https://doi.org/10.17016/feds.2017.081	ADJ
economy-6780	370	6	https://doi.org/10.2307/2676187	https://doi.org/10.2307/2676187	NOUN
economy-6780	370	7	https://doi.org/10.1007/s10964-009-9432-x	https://doi.org/10.1007/s10964-009-9432-x	NOUN
economy-6780	370	8	https://doi.org/10.1037/0021-9010.90.6.1265	https://doi.org/10.1037/0021-9010.90.6.1265	NOUN