id	sid	tid	token	lemma	pos
gujaf-419	1	1	microsoft	microsoft	PROPN
gujaf-419	1	2	word	word	NOUN
gujaf-419	1	3	upload	upload	VERB
gujaf-419	1	4	to	to	ADP
gujaf-419	1	5	me	i	PRON
gujaf-419	1	6	hassan	hassan	ADJ
gujaf-419	1	7	gujaf	gujaf	NOUN
gujaf-419	1	8	vol	vol	NOUN
gujaf-419	1	9	6	6	NUM
gujaf-419	1	10	issue	issue	NOUN
gujaf-419	1	11	2	2	NUM
gujaf-419	1	12	april	april	PROPN
gujaf-419	1	13	mr	mr	PROPN
gujaf-419	1	14	hassan	hassan	PROPN
gujaf-419	1	15	2222[1	2222[1	NUM
gujaf-419	1	16	]	]	X
gujaf-419	1	17	gusau	gusau	ADJ
gujaf-419	1	18	journal	journal	NOUN
gujaf-419	1	19	of	of	ADP
gujaf-419	1	20	accounting	accounting	NOUN
gujaf-419	1	21	and	and	CCONJ
gujaf-419	1	22	finance	finance	NOUN
gujaf-419	1	23	,	,	PUNCT
gujaf-419	1	24	vol.6	vol.6	PROPN
gujaf-419	1	25	,	,	PUNCT
gujaf-419	1	26	issue	issue	NOUN
gujaf-419	1	27	2	2	NUM
gujaf-419	1	28	,	,	PUNCT
gujaf-419	1	29	april	april	PROPN
gujaf-419	1	30	,	,	PUNCT
gujaf-419	1	31	2025	2025	NUM
gujaf-419	1	32	110	110	NUM
gujaf-419	1	33	effect	effect	NOUN
gujaf-419	1	34	of	of	ADP
gujaf-419	1	35	investors	investor	NOUN
gujaf-419	1	36	'	'	PART
gujaf-419	1	37	overconfidence	overconfidence	NOUN
gujaf-419	1	38	and	and	CCONJ
gujaf-419	1	39	mental	mental	ADJ
gujaf-419	1	40	accounting	accounting	NOUN
gujaf-419	1	41	on	on	ADP
gujaf-419	1	42	investment	investment	NOUN
gujaf-419	1	43	performance	performance	NOUN
gujaf-419	1	44	of	of	ADP
gujaf-419	1	45	deposit	deposit	NOUN
gujaf-419	1	46	money	money	NOUN
gujaf-419	1	47	banks	bank	NOUN
gujaf-419	1	48	in	in	ADP
gujaf-419	1	49	nigeria	nigeria	PROPN
gujaf-419	1	50	isiaka	isiaka	PROPN
gujaf-419	1	51	olalekan	olalekan	PROPN
gujaf-419	1	52	lasisi	lasisi	PROPN
gujaf-419	1	53	department	department	PROPN
gujaf-419	1	54	of	of	ADP
gujaf-419	1	55	accounting	accounting	NOUN
gujaf-419	1	56	,	,	PUNCT
gujaf-419	1	57	faculty	faculty	NOUN
gujaf-419	1	58	of	of	ADP
gujaf-419	1	59	social	social	ADJ
gujaf-419	1	60	and	and	CCONJ
gujaf-419	1	61	management	management	NOUN
gujaf-419	1	62	sciences	sciences	PROPN
gujaf-419	1	63	air	air	PROPN
gujaf-419	1	64	force	force	PROPN
gujaf-419	1	65	institute	institute	PROPN
gujaf-419	1	66	of	of	ADP
gujaf-419	1	67	technology	technology	PROPN
gujaf-419	1	68	,	,	PUNCT
gujaf-419	1	69	kaduna	kaduna	PROPN
gujaf-419	1	70	lasmanyk30@gmail.com	lasmanyk30@gmail.com	X
gujaf-419	2	1	adetokun	adetokun	PROPN
gujaf-419	2	2	akeem	akeem	PROPN
gujaf-419	2	3	abiodun	abiodun	PROPN
gujaf-419	2	4	,	,	PUNCT
gujaf-419	2	5	phd	phd	PROPN
gujaf-419	2	6	department	department	PROPN
gujaf-419	2	7	of	of	ADP
gujaf-419	2	8	banking	banking	NOUN
gujaf-419	2	9	and	and	CCONJ
gujaf-419	2	10	finance	finance	NOUN
gujaf-419	2	11	,	,	PUNCT
gujaf-419	2	12	air	air	NOUN
gujaf-419	2	13	force	force	PROPN
gujaf-419	2	14	institute	institute	PROPN
gujaf-419	2	15	of	of	ADP
gujaf-419	2	16	technology	technology	PROPN
gujaf-419	2	17	,	,	PUNCT
gujaf-419	2	18	kaduna	kaduna	PROPN
gujaf-419	2	19	luka	luka	PROPN
gujaf-419	2	20	mailafia	mailafia	PROPN
gujaf-419	2	21	,	,	PUNCT
gujaf-419	2	22	phd	phd	NOUN
gujaf-419	2	23	,	,	PUNCT
gujaf-419	2	24	isah	isah	PROPN
gujaf-419	2	25	shittu	shittu	PROPN
gujaf-419	2	26	,	,	PUNCT
gujaf-419	2	27	phd	phd	NOUN
gujaf-419	2	28	,	,	PUNCT
gujaf-419	2	29	musa	musa	PROPN
gujaf-419	2	30	tijani	tijani	PROPN
gujaf-419	2	31	.	.	PUNCT
gujaf-419	3	1	bashir	bashir	PROPN
gujaf-419	3	2	,	,	PUNCT
gujaf-419	3	3	phd	phd	PROPN
gujaf-419	3	4	department	department	PROPN
gujaf-419	3	5	of	of	ADP
gujaf-419	3	6	accounting	accounting	PROPN
gujaf-419	3	7	,	,	PUNCT
gujaf-419	3	8	abu	abu	PROPN
gujaf-419	3	9	business	business	PROPN
gujaf-419	3	10	school	school	PROPN
gujaf-419	3	11	ahmadu	ahmadu	PROPN
gujaf-419	3	12	bello	bello	PROPN
gujaf-419	3	13	university	university	PROPN
gujaf-419	3	14	zaria	zaria	PROPN
gujaf-419	3	15	https://doi.org/10.57233/gujaf.v6i2.08	https://doi.org/10.57233/gujaf.v6i2.08	PROPN
gujaf-419	3	16	abstract	abstract	ADJ
gujaf-419	3	17	behavioral	behavioral	ADJ
gujaf-419	3	18	finance	finance	NOUN
gujaf-419	3	19	theory	theory	NOUN
gujaf-419	3	20	documents	document	NOUN
gujaf-419	3	21	that	that	SCONJ
gujaf-419	3	22	the	the	DET
gujaf-419	3	23	actions	action	NOUN
gujaf-419	3	24	of	of	ADP
gujaf-419	3	25	individual	individual	ADJ
gujaf-419	3	26	investors	investor	NOUN
gujaf-419	3	27	have	have	AUX
gujaf-419	3	28	demonstrated	demonstrate	VERB
gujaf-419	3	29	that	that	SCONJ
gujaf-419	3	30	individuals	individual	NOUN
gujaf-419	3	31	appear	appear	VERB
gujaf-419	3	32	to	to	PART
gujaf-419	3	33	respond	respond	VERB
gujaf-419	3	34	to	to	ADP
gujaf-419	3	35	and	and	CCONJ
gujaf-419	3	36	perceive	perceive	VERB
gujaf-419	3	37	the	the	DET
gujaf-419	3	38	same	same	ADJ
gujaf-419	3	39	information	information	NOUN
gujaf-419	3	40	differently	differently	ADV
gujaf-419	3	41	,	,	PUNCT
gujaf-419	3	42	generating	generate	VERB
gujaf-419	3	43	cognitive	cognitive	ADJ
gujaf-419	3	44	biases	bias	NOUN
gujaf-419	3	45	.	.	PUNCT
gujaf-419	4	1	it	it	PRON
gujaf-419	4	2	is	be	AUX
gujaf-419	4	3	against	against	ADP
gujaf-419	4	4	this	this	DET
gujaf-419	4	5	backdrop	backdrop	NOUN
gujaf-419	4	6	that	that	SCONJ
gujaf-419	4	7	this	this	DET
gujaf-419	4	8	study	study	NOUN
gujaf-419	4	9	empirically	empirically	ADV
gujaf-419	4	10	examines	examine	VERB
gujaf-419	4	11	the	the	DET
gujaf-419	4	12	effect	effect	NOUN
gujaf-419	4	13	of	of	ADP
gujaf-419	4	14	mental	mental	ADJ
gujaf-419	4	15	accounting	accounting	NOUN
gujaf-419	4	16	and	and	CCONJ
gujaf-419	4	17	investors	investor	NOUN
gujaf-419	4	18	'	'	PART
gujaf-419	4	19	overconfidence	overconfidence	NOUN
gujaf-419	4	20	on	on	ADP
gujaf-419	4	21	the	the	DET
gujaf-419	4	22	investment	investment	NOUN
gujaf-419	4	23	performance	performance	NOUN
gujaf-419	4	24	of	of	ADP
gujaf-419	4	25	deposit	deposit	NOUN
gujaf-419	4	26	money	money	NOUN
gujaf-419	4	27	banks	bank	NOUN
gujaf-419	4	28	in	in	ADP
gujaf-419	4	29	nigeria	nigeria	PROPN
gujaf-419	4	30	.	.	PUNCT
gujaf-419	5	1	the	the	DET
gujaf-419	5	2	study	study	NOUN
gujaf-419	5	3	used	use	VERB
gujaf-419	5	4	960	960	NUM
gujaf-419	5	5	daily	daily	ADJ
gujaf-419	5	6	observations	observation	NOUN
gujaf-419	5	7	on	on	ADP
gujaf-419	5	8	the	the	DET
gujaf-419	5	9	population	population	NOUN
gujaf-419	5	10	of	of	ADP
gujaf-419	5	11	thirteen	thirteen	NUM
gujaf-419	5	12	(	(	PUNCT
gujaf-419	5	13	13	13	NUM
gujaf-419	5	14	)	)	PUNCT
gujaf-419	5	15	and	and	CCONJ
gujaf-419	5	16	a	a	DET
gujaf-419	5	17	sample	sample	NOUN
gujaf-419	5	18	size	size	NOUN
gujaf-419	5	19	of	of	ADP
gujaf-419	5	20	eight	eight	NUM
gujaf-419	5	21	(	(	PUNCT
gujaf-419	5	22	8)	8)	NUM
gujaf-419	5	23	deposit	deposit	NOUN
gujaf-419	5	24	money	money	NOUN
gujaf-419	5	25	banks	bank	NOUN
gujaf-419	5	26	in	in	ADP
gujaf-419	5	27	nigeria	nigeria	PROPN
gujaf-419	5	28	that	that	PRON
gujaf-419	5	29	paid	pay	VERB
gujaf-419	5	30	annual	annual	ADJ
gujaf-419	5	31	dividends	dividend	NOUN
gujaf-419	5	32	from	from	ADP
gujaf-419	5	33	the	the	DET
gujaf-419	5	34	period	period	NOUN
gujaf-419	5	35	2013	2013	NUM
gujaf-419	5	36	to	to	ADP
gujaf-419	5	37	2022	2022	NUM
gujaf-419	5	38	.	.	PUNCT
gujaf-419	6	1	the	the	DET
gujaf-419	6	2	study	study	NOUN
gujaf-419	6	3	employed	employ	VERB
gujaf-419	6	4	a	a	DET
gujaf-419	6	5	secondary	secondary	ADJ
gujaf-419	6	6	source	source	NOUN
gujaf-419	6	7	of	of	ADP
gujaf-419	6	8	data	datum	NOUN
gujaf-419	6	9	collection	collection	NOUN
gujaf-419	6	10	and	and	CCONJ
gujaf-419	6	11	was	be	AUX
gujaf-419	6	12	gathered	gather	VERB
gujaf-419	6	13	from	from	ADP
gujaf-419	6	14	the	the	DET
gujaf-419	6	15	monthly	monthly	ADJ
gujaf-419	6	16	share	share	NOUN
gujaf-419	6	17	market	market	NOUN
gujaf-419	6	18	data	datum	NOUN
gujaf-419	6	19	and	and	CCONJ
gujaf-419	6	20	annual	annual	ADJ
gujaf-419	6	21	financial	financial	ADJ
gujaf-419	6	22	reports	report	NOUN
gujaf-419	6	23	from	from	ADP
gujaf-419	6	24	2013	2013	NUM
gujaf-419	6	25	to	to	ADP
gujaf-419	6	26	2022	2022	NUM
gujaf-419	6	27	.	.	PUNCT
gujaf-419	7	1	the	the	DET
gujaf-419	7	2	study	study	NOUN
gujaf-419	7	3	data	datum	NOUN
gujaf-419	7	4	were	be	AUX
gujaf-419	7	5	analyzed	analyze	VERB
gujaf-419	7	6	through	through	ADP
gujaf-419	7	7	descriptive	descriptive	ADJ
gujaf-419	7	8	statistics	statistic	NOUN
gujaf-419	7	9	,	,	PUNCT
gujaf-419	7	10	correlation	correlation	NOUN
gujaf-419	7	11	analysis	analysis	NOUN
gujaf-419	7	12	,	,	PUNCT
gujaf-419	7	13	and	and	CCONJ
gujaf-419	7	14	the	the	DET
gujaf-419	7	15	multiple	multiple	ADJ
gujaf-419	7	16	regression	regression	NOUN
gujaf-419	7	17	model	model	NOUN
gujaf-419	7	18	to	to	PART
gujaf-419	7	19	test	test	VERB
gujaf-419	7	20	the	the	DET
gujaf-419	7	21	formulated	formulated	ADJ
gujaf-419	7	22	hypothesis	hypothesis	NOUN
gujaf-419	7	23	for	for	ADP
gujaf-419	7	24	the	the	DET
gujaf-419	7	25	study	study	NOUN
gujaf-419	7	26	.	.	PUNCT
gujaf-419	8	1	after	after	ADP
gujaf-419	8	2	conducting	conduct	VERB
gujaf-419	8	3	the	the	DET
gujaf-419	8	4	diagnostic	diagnostic	ADJ
gujaf-419	8	5	tests	test	NOUN
gujaf-419	8	6	such	such	ADJ
gujaf-419	8	7	as	as	ADP
gujaf-419	8	8	the	the	DET
gujaf-419	8	9	mean	mean	NOUN
gujaf-419	8	10	vif	vif	NOUN
gujaf-419	8	11	test	test	NOUN
gujaf-419	8	12	and	and	CCONJ
gujaf-419	8	13	hettest	hettest	NOUN
gujaf-419	8	14	,	,	PUNCT
gujaf-419	8	15	the	the	DET
gujaf-419	8	16	study	study	NOUN
gujaf-419	8	17	established	establish	VERB
gujaf-419	8	18	that	that	SCONJ
gujaf-419	8	19	the	the	DET
gujaf-419	8	20	ordinary	ordinary	ADJ
gujaf-419	8	21	least	least	ADJ
gujaf-419	8	22	squares	square	NOUN
gujaf-419	8	23	(	(	PUNCT
gujaf-419	8	24	ols	ol	NOUN
gujaf-419	8	25	)	)	PUNCT
gujaf-419	8	26	model	model	NOUN
gujaf-419	8	27	is	be	AUX
gujaf-419	8	28	the	the	DET
gujaf-419	8	29	study	study	NOUN
gujaf-419	8	30	-	-	PUNCT
gujaf-419	8	31	appropriate	appropriate	ADJ
gujaf-419	8	32	model	model	NOUN
gujaf-419	8	33	for	for	ADP
gujaf-419	8	34	the	the	DET
gujaf-419	8	35	study	study	NOUN
gujaf-419	8	36	.	.	PUNCT
gujaf-419	9	1	the	the	DET
gujaf-419	9	2	findings	finding	NOUN
gujaf-419	9	3	of	of	ADP
gujaf-419	9	4	the	the	DET
gujaf-419	9	5	study	study	NOUN
gujaf-419	9	6	showed	show	VERB
gujaf-419	9	7	that	that	SCONJ
gujaf-419	9	8	mental	mental	ADJ
gujaf-419	9	9	accounting	accounting	NOUN
gujaf-419	9	10	and	and	CCONJ
gujaf-419	9	11	the	the	DET
gujaf-419	9	12	overconfidence	overconfidence	NOUN
gujaf-419	9	13	of	of	ADP
gujaf-419	9	14	investors	investor	NOUN
gujaf-419	9	15	have	have	VERB
gujaf-419	9	16	a	a	DET
gujaf-419	9	17	positive	positive	ADJ
gujaf-419	9	18	and	and	CCONJ
gujaf-419	9	19	significant	significant	ADJ
gujaf-419	9	20	effect	effect	NOUN
gujaf-419	9	21	on	on	ADP
gujaf-419	9	22	the	the	DET
gujaf-419	9	23	investment	investment	NOUN
gujaf-419	9	24	performance	performance	NOUN
gujaf-419	9	25	of	of	ADP
gujaf-419	9	26	deposit	deposit	NOUN
gujaf-419	9	27	money	money	NOUN
gujaf-419	9	28	banks	bank	NOUN
gujaf-419	9	29	in	in	ADP
gujaf-419	9	30	nigeria	nigeria	PROPN
gujaf-419	9	31	.	.	PUNCT
gujaf-419	10	1	based	base	VERB
gujaf-419	10	2	on	on	ADP
gujaf-419	10	3	the	the	DET
gujaf-419	10	4	results	result	NOUN
gujaf-419	10	5	of	of	ADP
gujaf-419	10	6	the	the	DET
gujaf-419	10	7	study	study	NOUN
gujaf-419	10	8	,	,	PUNCT
gujaf-419	10	9	it	it	PRON
gujaf-419	10	10	is	be	AUX
gujaf-419	10	11	recommended	recommend	VERB
gujaf-419	10	12	that	that	SCONJ
gujaf-419	10	13	mental	mental	ADJ
gujaf-419	10	14	accounting	accounting	NOUN
gujaf-419	10	15	and	and	CCONJ
gujaf-419	10	16	overconfidence	overconfidence	NOUN
gujaf-419	10	17	should	should	AUX
gujaf-419	10	18	be	be	AUX
gujaf-419	10	19	considered	consider	VERB
gujaf-419	10	20	during	during	ADP
gujaf-419	10	21	financial	financial	ADJ
gujaf-419	10	22	investment	investment	NOUN
gujaf-419	10	23	decision	decision	NOUN
gujaf-419	10	24	-	-	PUNCT
gujaf-419	10	25	making	make	VERB
gujaf-419	10	26	processes	process	NOUN
gujaf-419	10	27	because	because	SCONJ
gujaf-419	10	28	it	it	PRON
gujaf-419	10	29	has	have	AUX
gujaf-419	10	30	been	be	AUX
gujaf-419	10	31	empirically	empirically	ADV
gujaf-419	10	32	established	establish	VERB
gujaf-419	10	33	that	that	SCONJ
gujaf-419	10	34	they	they	PRON
gujaf-419	10	35	both	both	PRON
gujaf-419	10	36	,	,	PUNCT
gujaf-419	10	37	had	have	VERB
gujaf-419	10	38	a	a	DET
gujaf-419	10	39	favorable	favorable	ADJ
gujaf-419	10	40	and	and	CCONJ
gujaf-419	10	41	significant	significant	ADJ
gujaf-419	10	42	effect	effect	NOUN
gujaf-419	10	43	on	on	ADP
gujaf-419	10	44	investment	investment	NOUN
gujaf-419	10	45	performance	performance	NOUN
gujaf-419	10	46	.	.	PUNCT
gujaf-419	11	1	keywords	keyword	NOUN
gujaf-419	11	2	:	:	PUNCT
gujaf-419	11	3	investors	investor	NOUN
gujaf-419	11	4	overconfidence	overconfidence	NOUN
gujaf-419	11	5	,	,	PUNCT
gujaf-419	11	6	mental	mental	ADJ
gujaf-419	11	7	accounting	accounting	NOUN
gujaf-419	11	8	,	,	PUNCT
gujaf-419	11	9	investment	investment	NOUN
gujaf-419	11	10	performance	performance	NOUN
gujaf-419	11	11	,	,	PUNCT
gujaf-419	11	12	banks	bank	NOUN
gujaf-419	11	13	and	and	CCONJ
gujaf-419	11	14	nigeria	nigeria	PROPN
gujaf-419	11	15	.	.	PUNCT
gujaf-419	12	1	1.0	1.0	NUM
gujaf-419	12	2	introduction	introduction	NOUN
gujaf-419	12	3	investors	investor	NOUN
gujaf-419	12	4	in	in	ADP
gujaf-419	12	5	the	the	DET
gujaf-419	12	6	capital	capital	NOUN
gujaf-419	12	7	market	market	NOUN
gujaf-419	12	8	are	be	AUX
gujaf-419	12	9	concerned	concern	VERB
gujaf-419	12	10	with	with	ADP
gujaf-419	12	11	returns	return	NOUN
gujaf-419	12	12	in	in	ADP
gujaf-419	12	13	the	the	DET
gujaf-419	12	14	form	form	NOUN
gujaf-419	12	15	of	of	ADP
gujaf-419	12	16	capital	capital	NOUN
gujaf-419	12	17	investments	investment	NOUN
gujaf-419	12	18	such	such	ADJ
gujaf-419	12	19	as	as	ADP
gujaf-419	12	20	dividend	dividend	NOUN
gujaf-419	12	21	payments	payment	NOUN
gujaf-419	12	22	,	,	PUNCT
gujaf-419	12	23	bonus	bonus	NOUN
gujaf-419	12	24	issues	issue	NOUN
gujaf-419	12	25	,	,	PUNCT
gujaf-419	12	26	and	and	CCONJ
gujaf-419	12	27	market	market	NOUN
gujaf-419	12	28	share	share	NOUN
gujaf-419	12	29	price	price	NOUN
gujaf-419	12	30	appreciation	appreciation	NOUN
gujaf-419	12	31	.	.	PUNCT
gujaf-419	13	1	investment	investment	NOUN
gujaf-419	13	2	performance	performance	NOUN
gujaf-419	13	3	appreciation	appreciation	NOUN
gujaf-419	13	4	or	or	CCONJ
gujaf-419	13	5	drop	drop	NOUN
gujaf-419	13	6	is	be	AUX
gujaf-419	13	7	an	an	DET
gujaf-419	13	8	indicator	indicator	NOUN
gujaf-419	13	9	of	of	ADP
gujaf-419	13	10	how	how	SCONJ
gujaf-419	13	11	well	well	ADV
gujaf-419	13	12	or	or	CCONJ
gujaf-419	13	13	poorly	poorly	ADV
gujaf-419	13	14	a	a	DET
gujaf-419	13	15	firm	firm	NOUN
gujaf-419	13	16	is	be	AUX
gujaf-419	13	17	performing.according	performing.accorde	VERB
gujaf-419	13	18	to	to	ADP
gujaf-419	13	19	özyeşil	özyeşil	NOUN
gujaf-419	13	20	(	(	PUNCT
gujaf-419	13	21	2019	2019	NUM
gujaf-419	13	22	)	)	PUNCT
gujaf-419	13	23	,	,	PUNCT
gujaf-419	13	24	investment	investment	NOUN
gujaf-419	13	25	performance	performance	NOUN
gujaf-419	13	26	is	be	AUX
gujaf-419	13	27	referred	refer	VERB
gujaf-419	13	28	to	to	ADP
gujaf-419	13	29	as	as	ADP
gujaf-419	13	30	the	the	DET
gujaf-419	13	31	investment	investment	NOUN
gujaf-419	13	32	's	's	PART
gujaf-419	13	33	returns	return	NOUN
gujaf-419	13	34	.	.	PUNCT
gujaf-419	14	1	aljughaiman	aljughaiman	NOUN
gujaf-419	14	2	and	and	CCONJ
gujaf-419	14	3	chebbi	chebbi	NOUN
gujaf-419	14	4	(	(	PUNCT
gujaf-419	14	5	2022	2022	NUM
gujaf-419	14	6	)	)	PUNCT
gujaf-419	14	7	stated	state	VERB
gujaf-419	14	8	that	that	SCONJ
gujaf-419	14	9	equity	equity	NOUN
gujaf-419	14	10	investment	investment	NOUN
gujaf-419	14	11	is	be	AUX
gujaf-419	14	12	described	describe	VERB
gujaf-419	14	13	as	as	ADP
gujaf-419	14	14	the	the	DET
gujaf-419	14	15	buying	buying	NOUN
gujaf-419	14	16	and	and	CCONJ
gujaf-419	14	17	holding	holding	NOUN
gujaf-419	14	18	of	of	ADP
gujaf-419	14	19	shares	share	NOUN
gujaf-419	14	20	within	within	ADP
gujaf-419	14	21	a	a	DET
gujaf-419	14	22	share	share	NOUN
gujaf-419	14	23	market	market	NOUN
gujaf-419	14	24	.	.	PUNCT
gujaf-419	15	1	this	this	PRON
gujaf-419	15	2	is	be	AUX
gujaf-419	15	3	done	do	VERB
gujaf-419	15	4	by	by	ADP
gujaf-419	15	5	individual	individual	ADJ
gujaf-419	15	6	investors	investor	NOUN
gujaf-419	15	7	in	in	ADP
gujaf-419	15	8	anticipation	anticipation	NOUN
gujaf-419	15	9	of	of	ADP
gujaf-419	15	10	returns	return	NOUN
gujaf-419	15	11	on	on	ADP
gujaf-419	15	12	equity	equity	NOUN
gujaf-419	15	13	investment	investment	NOUN
gujaf-419	15	14	.	.	PUNCT
gujaf-419	16	1	the	the	DET
gujaf-419	16	2	efficient	efficient	ADJ
gujaf-419	16	3	markets	market	NOUN
gujaf-419	16	4	hypothesis	hypothesis	NOUN
gujaf-419	16	5	(	(	PUNCT
gujaf-419	16	6	emh	emh	PROPN
gujaf-419	16	7	)	)	PUNCT
gujaf-419	16	8	is	be	AUX
gujaf-419	16	9	based	base	VERB
gujaf-419	16	10	on	on	ADP
gujaf-419	16	11	the	the	DET
gujaf-419	16	12	idea	idea	NOUN
gujaf-419	16	13	of	of	ADP
gujaf-419	16	14	investor	investor	NOUN
gujaf-419	16	15	’s	’s	PART
gujaf-419	16	16	rationality	rationality	NOUN
gujaf-419	16	17	which	which	PRON
gujaf-419	16	18	is	be	AUX
gujaf-419	16	19	supposed	suppose	VERB
gujaf-419	16	20	to	to	PART
gujaf-419	16	21	be	be	AUX
gujaf-419	16	22	perfect	perfect	ADJ
gujaf-419	16	23	.	.	PUNCT
gujaf-419	17	1	however	however	ADV
gujaf-419	17	2	,	,	PUNCT
gujaf-419	17	3	bouteska	bouteska	NOUN
gujaf-419	17	4	and	and	CCONJ
gujaf-419	17	5	regaieg	regaieg	PROPN
gujaf-419	17	6	(	(	PUNCT
gujaf-419	17	7	2020	2020	NUM
gujaf-419	17	8	)	)	PUNCT
gujaf-419	17	9	argued	argue	VERB
gujaf-419	17	10	that	that	SCONJ
gujaf-419	17	11	numerous	numerous	ADJ
gujaf-419	17	12	studies	study	NOUN
gujaf-419	17	13	have	have	AUX
gujaf-419	17	14	revealed	reveal	VERB
gujaf-419	17	15	findings	finding	NOUN
gujaf-419	17	16	quite	quite	ADV
gujaf-419	17	17	different	different	ADJ
gujaf-419	17	18	from	from	ADP
gujaf-419	17	19	the	the	DET
gujaf-419	17	20	market	market	NOUN
gujaf-419	17	21	efficiency	efficiency	NOUN
gujaf-419	17	22	theory	theory	NOUN
gujaf-419	17	23	predictions	prediction	NOUN
gujaf-419	17	24	,	,	PUNCT
gujaf-419	17	25	which	which	PRON
gujaf-419	17	26	may	may	AUX
gujaf-419	17	27	explain	explain	VERB
gujaf-419	17	28	some	some	DET
gujaf-419	17	29	financial	financial	ADJ
gujaf-419	17	30	market	market	NOUN
gujaf-419	17	31	anomalies	anomaly	NOUN
gujaf-419	17	32	.	.	PUNCT
gujaf-419	18	1	gusau	gusau	PROPN
gujaf-419	18	2	journal	journal	PROPN
gujaf-419	18	3	of	of	ADP
gujaf-419	18	4	accounting	accounting	NOUN
gujaf-419	18	5	and	and	CCONJ
gujaf-419	18	6	finance	finance	NOUN
gujaf-419	18	7	,	,	PUNCT
gujaf-419	18	8	vol.6	vol.6	PROPN
gujaf-419	18	9	,	,	PUNCT
gujaf-419	18	10	issue	issue	NOUN
gujaf-419	18	11	2	2	NUM
gujaf-419	18	12	,	,	PUNCT
gujaf-419	18	13	april	april	PROPN
gujaf-419	18	14	,	,	PUNCT
gujaf-419	18	15	2025	2025	NUM
gujaf-419	18	16	111	111	NUM
gujaf-419	18	17	as	as	SCONJ
gujaf-419	18	18	these	these	DET
gujaf-419	18	19	anomalies	anomaly	NOUN
gujaf-419	18	20	have	have	AUX
gujaf-419	18	21	become	become	VERB
gujaf-419	18	22	increasingly	increasingly	ADV
gujaf-419	18	23	important	important	ADJ
gujaf-419	18	24	phenomena	phenomenon	NOUN
gujaf-419	18	25	,	,	PUNCT
gujaf-419	18	26	a	a	DET
gujaf-419	18	27	new	new	ADJ
gujaf-419	18	28	paradigm	paradigm	NOUN
gujaf-419	18	29	began	begin	VERB
gujaf-419	18	30	to	to	PART
gujaf-419	18	31	emerge	emerge	VERB
gujaf-419	18	32	called	call	VERB
gujaf-419	18	33	behavioral	behavioral	ADJ
gujaf-419	18	34	finance	finance	NOUN
gujaf-419	18	35	.	.	PUNCT
gujaf-419	19	1	behavioral	behavioral	ADJ
gujaf-419	19	2	finance	finance	NOUN
gujaf-419	19	3	experts	expert	NOUN
gujaf-419	19	4	argue	argue	VERB
gujaf-419	19	5	that	that	SCONJ
gujaf-419	19	6	investors	investor	NOUN
gujaf-419	19	7	’	'	PUNCT
gujaf-419	19	8	decisions	decision	NOUN
gujaf-419	19	9	are	be	AUX
gujaf-419	19	10	affected	affect	VERB
gujaf-419	19	11	by	by	ADP
gujaf-419	19	12	psychological	psychological	ADJ
gujaf-419	19	13	factors	factor	NOUN
gujaf-419	19	14	(	(	PUNCT
gujaf-419	19	15	ouma	ouma	PROPN
gujaf-419	19	16	&	&	CCONJ
gujaf-419	19	17	oluoch	oluoch	PROPN
gujaf-419	19	18	,	,	PUNCT
gujaf-419	19	19	2019	2019	NUM
gujaf-419	19	20	)	)	PUNCT
gujaf-419	19	21	.	.	PUNCT
gujaf-419	20	1	these	these	DET
gujaf-419	20	2	psychological	psychological	ADJ
gujaf-419	20	3	factors	factor	NOUN
gujaf-419	20	4	include	include	VERB
gujaf-419	20	5	mental	mental	ADJ
gujaf-419	20	6	accounting	accounting	NOUN
gujaf-419	20	7	and	and	CCONJ
gujaf-419	20	8	the	the	DET
gujaf-419	20	9	overconfidence	overconfidence	NOUN
gujaf-419	20	10	of	of	ADP
gujaf-419	20	11	investors	investor	NOUN
gujaf-419	20	12	.	.	PUNCT
gujaf-419	21	1	therefore	therefore	ADV
gujaf-419	21	2	,	,	PUNCT
gujaf-419	21	3	mental	mental	ADJ
gujaf-419	21	4	accounting	accounting	NOUN
gujaf-419	21	5	is	be	AUX
gujaf-419	21	6	a	a	DET
gujaf-419	21	7	set	set	NOUN
gujaf-419	21	8	of	of	ADP
gujaf-419	21	9	cognitive	cognitive	ADJ
gujaf-419	21	10	operations	operation	NOUN
gujaf-419	21	11	used	use	VERB
gujaf-419	21	12	by	by	ADP
gujaf-419	21	13	individuals	individual	NOUN
gujaf-419	21	14	and	and	CCONJ
gujaf-419	21	15	households	household	NOUN
gujaf-419	21	16	to	to	PART
gujaf-419	21	17	organize	organize	VERB
gujaf-419	21	18	,	,	PUNCT
gujaf-419	21	19	evaluate	evaluate	VERB
gujaf-419	21	20	,	,	PUNCT
gujaf-419	21	21	and	and	CCONJ
gujaf-419	21	22	keep	keep	VERB
gujaf-419	21	23	track	track	NOUN
gujaf-419	21	24	of	of	ADP
gujaf-419	21	25	financial	financial	ADJ
gujaf-419	21	26	activities	activity	NOUN
gujaf-419	21	27	(	(	PUNCT
gujaf-419	21	28	lad	lad	NOUN
gujaf-419	21	29	&	&	CCONJ
gujaf-419	21	30	tailor	tailor	NOUN
gujaf-419	21	31	,	,	PUNCT
gujaf-419	21	32	2018	2018	NUM
gujaf-419	21	33	)	)	PUNCT
gujaf-419	21	34	.	.	PUNCT
gujaf-419	22	1	similarly	similarly	ADV
gujaf-419	22	2	,	,	PUNCT
gujaf-419	22	3	rajeshwaran	rajeshwaran	VERB
gujaf-419	22	4	(	(	PUNCT
gujaf-419	22	5	2020	2020	NUM
gujaf-419	22	6	)	)	PUNCT
gujaf-419	22	7	argued	argue	VERB
gujaf-419	22	8	that	that	SCONJ
gujaf-419	22	9	mental	mental	ADJ
gujaf-419	22	10	accounting	accounting	NOUN
gujaf-419	22	11	is	be	AUX
gujaf-419	22	12	a	a	DET
gujaf-419	22	13	process	process	NOUN
gujaf-419	22	14	by	by	ADP
gujaf-419	22	15	which	which	PRON
gujaf-419	22	16	individual	individual	NOUN
gujaf-419	22	17	or	or	CCONJ
gujaf-419	22	18	people	people	NOUN
gujaf-419	22	19	think	think	VERB
gujaf-419	22	20	about	about	ADP
gujaf-419	22	21	and	and	CCONJ
gujaf-419	22	22	evaluate	evaluate	VERB
gujaf-419	22	23	their	their	PRON
gujaf-419	22	24	financial	financial	ADJ
gujaf-419	22	25	transactions	transaction	NOUN
gujaf-419	22	26	.	.	PUNCT
gujaf-419	23	1	more	more	ADV
gujaf-419	23	2	so	so	ADV
gujaf-419	23	3	,	,	PUNCT
gujaf-419	23	4	the	the	DET
gujaf-419	23	5	overconfidence	overconfidence	NOUN
gujaf-419	23	6	is	be	AUX
gujaf-419	23	7	a	a	DET
gujaf-419	23	8	bias	bias	NOUN
gujaf-419	23	9	that	that	PRON
gujaf-419	23	10	exists	exist	VERB
gujaf-419	23	11	when	when	SCONJ
gujaf-419	23	12	the	the	DET
gujaf-419	23	13	individual	individual	NOUN
gujaf-419	23	14	is	be	AUX
gujaf-419	23	15	very	very	ADV
gujaf-419	23	16	confident	confident	ADJ
gujaf-419	23	17	of	of	ADP
gujaf-419	23	18	his	his	PRON
gujaf-419	23	19	or	or	CCONJ
gujaf-419	23	20	her	her	PRON
gujaf-419	23	21	knowledge	knowledge	NOUN
gujaf-419	23	22	and	and	CCONJ
gujaf-419	23	23	abilities	ability	NOUN
gujaf-419	23	24	.	.	PUNCT
gujaf-419	24	1	according	accord	VERB
gujaf-419	24	2	to	to	ADP
gujaf-419	24	3	armansyah	armansyah	PROPN
gujaf-419	24	4	(	(	PUNCT
gujaf-419	24	5	2021	2021	NUM
gujaf-419	24	6	)	)	PUNCT
gujaf-419	24	7	overconfidence	overconfidence	NOUN
gujaf-419	24	8	tends	tend	VERB
gujaf-419	24	9	to	to	PART
gujaf-419	24	10	lead	lead	VERB
gujaf-419	24	11	to	to	ADP
gujaf-419	24	12	overestimation	overestimation	NOUN
gujaf-419	24	13	of	of	ADP
gujaf-419	24	14	his	his	PRON
gujaf-419	24	15	knowledge	knowledge	NOUN
gujaf-419	24	16	and	and	CCONJ
gujaf-419	24	17	to	to	PART
gujaf-419	24	18	underestimate	underestimate	ADJ
gujaf-419	24	19	predictions	prediction	NOUN
gujaf-419	24	20	made	make	VERB
gujaf-419	24	21	because	because	SCONJ
gujaf-419	24	22	of	of	ADP
gujaf-419	24	23	the	the	DET
gujaf-419	24	24	excess	excess	ADJ
gujaf-419	24	25	abilities	ability	NOUN
gujaf-419	24	26	an	an	DET
gujaf-419	24	27	individual	individual	NOUN
gujaf-419	24	28	has	have	VERB
gujaf-419	24	29	.	.	PUNCT
gujaf-419	25	1	therefore	therefore	ADV
gujaf-419	25	2	,	,	PUNCT
gujaf-419	25	3	overconfident	overconfident	ADJ
gujaf-419	25	4	investor	investor	NOUN
gujaf-419	25	5	is	be	AUX
gujaf-419	25	6	one	one	NUM
gujaf-419	25	7	who	who	PRON
gujaf-419	25	8	overestimates	overestimate	VERB
gujaf-419	25	9	his	his	PRON
gujaf-419	25	10	own	own	ADJ
gujaf-419	25	11	capacities	capacity	NOUN
gujaf-419	25	12	to	to	PART
gujaf-419	25	13	generate	generate	VERB
gujaf-419	25	14	information	information	NOUN
gujaf-419	25	15	which	which	PRON
gujaf-419	25	16	will	will	AUX
gujaf-419	25	17	allow	allow	VERB
gujaf-419	25	18	him	he	PRON
gujaf-419	25	19	/	/	SYM
gujaf-419	25	20	her	she	PRON
gujaf-419	25	21	to	to	PART
gujaf-419	25	22	build	build	VERB
gujaf-419	25	23	forecasts	forecast	NOUN
gujaf-419	25	24	.	.	PUNCT
gujaf-419	26	1	therefore	therefore	ADV
gujaf-419	26	2	,	,	PUNCT
gujaf-419	26	3	the	the	DET
gujaf-419	26	4	aim	aim	NOUN
gujaf-419	26	5	of	of	ADP
gujaf-419	26	6	this	this	DET
gujaf-419	26	7	research	research	NOUN
gujaf-419	26	8	study	study	NOUN
gujaf-419	26	9	is	be	AUX
gujaf-419	26	10	to	to	PART
gujaf-419	26	11	create	create	VERB
gujaf-419	26	12	an	an	DET
gujaf-419	26	13	understanding	understanding	NOUN
gujaf-419	26	14	about	about	ADP
gujaf-419	26	15	behavioral	behavioral	ADJ
gujaf-419	26	16	factors	factor	NOUN
gujaf-419	26	17	such	such	ADJ
gujaf-419	26	18	as	as	ADP
gujaf-419	26	19	mental	mental	ADJ
gujaf-419	26	20	accounting	accounting	NOUN
gujaf-419	26	21	and	and	CCONJ
gujaf-419	26	22	investors	investor	NOUN
gujaf-419	26	23	overconfidence	overconfidence	NOUN
gujaf-419	26	24	on	on	ADP
gujaf-419	26	25	investment	investment	NOUN
gujaf-419	26	26	performance	performance	NOUN
gujaf-419	26	27	of	of	ADP
gujaf-419	26	28	deposit	deposit	NOUN
gujaf-419	26	29	money	money	NOUN
gujaf-419	26	30	banks	bank	NOUN
gujaf-419	26	31	in	in	ADP
gujaf-419	26	32	nigeria	nigeria	PROPN
gujaf-419	26	33	.	.	PUNCT
gujaf-419	27	1	the	the	DET
gujaf-419	27	2	motivation	motivation	NOUN
gujaf-419	27	3	for	for	ADP
gujaf-419	27	4	this	this	DET
gujaf-419	27	5	study	study	NOUN
gujaf-419	27	6	is	be	AUX
gujaf-419	27	7	as	as	ADP
gujaf-419	27	8	a	a	DET
gujaf-419	27	9	result	result	NOUN
gujaf-419	27	10	of	of	ADP
gujaf-419	27	11	the	the	DET
gujaf-419	27	12	witnessed	witness	VERB
gujaf-419	27	13	cases	case	NOUN
gujaf-419	27	14	of	of	ADP
gujaf-419	27	15	stock	stock	NOUN
gujaf-419	27	16	market	market	NOUN
gujaf-419	27	17	reactions	reaction	NOUN
gujaf-419	27	18	in	in	ADP
gujaf-419	27	19	nigeria	nigeria	PROPN
gujaf-419	27	20	economy	economy	NOUN
gujaf-419	27	21	that	that	PRON
gujaf-419	27	22	is	be	AUX
gujaf-419	27	23	caused	cause	VERB
gujaf-419	27	24	by	by	ADP
gujaf-419	27	25	extreme	extreme	ADJ
gujaf-419	27	26	price	price	NOUN
gujaf-419	27	27	volatility	volatility	NOUN
gujaf-419	27	28	which	which	PRON
gujaf-419	27	29	point	point	VERB
gujaf-419	27	30	to	to	ADP
gujaf-419	27	31	the	the	DET
gujaf-419	27	32	possibility	possibility	NOUN
gujaf-419	27	33	of	of	ADP
gujaf-419	27	34	underlying	underlie	VERB
gujaf-419	27	35	behavioral	behavioral	ADJ
gujaf-419	27	36	bias	bias	NOUN
gujaf-419	27	37	of	of	ADP
gujaf-419	27	38	investors	investor	NOUN
gujaf-419	27	39	that	that	SCONJ
gujaf-419	27	40	impacts	impact	VERB
gujaf-419	27	41	on	on	ADP
gujaf-419	27	42	the	the	DET
gujaf-419	27	43	shareholder	shareholder	NOUN
gujaf-419	27	44	value	value	NOUN
gujaf-419	27	45	(	(	PUNCT
gujaf-419	27	46	security	security	NOUN
gujaf-419	27	47	and	and	CCONJ
gujaf-419	27	48	exchange	exchange	PROPN
gujaf-419	27	49	commission	commission	PROPN
gujaf-419	27	50	,	,	PUNCT
gujaf-419	27	51	2018	2018	NUM
gujaf-419	27	52	)	)	PUNCT
gujaf-419	27	53	.	.	PUNCT
gujaf-419	28	1	according	accord	VERB
gujaf-419	28	2	to	to	ADP
gujaf-419	28	3	ouma	ouma	PROPN
gujaf-419	28	4	and	and	CCONJ
gujaf-419	28	5	oluoch	oluoch	PROPN
gujaf-419	28	6	(	(	PUNCT
gujaf-419	28	7	2019	2019	NUM
gujaf-419	28	8	)	)	PUNCT
gujaf-419	28	9	and	and	CCONJ
gujaf-419	28	10	cherono	cherono	VERB
gujaf-419	28	11	et	et	PROPN
gujaf-419	28	12	al	al	PROPN
gujaf-419	28	13	.	.	PUNCT
gujaf-419	28	14	(	(	PUNCT
gujaf-419	28	15	2018	2018	NUM
gujaf-419	28	16	)	)	PUNCT
gujaf-419	28	17	mental	mental	ADJ
gujaf-419	28	18	accounting	accounting	NOUN
gujaf-419	28	19	and	and	CCONJ
gujaf-419	28	20	investors	investor	NOUN
gujaf-419	28	21	’	'	PUNCT
gujaf-419	28	22	overconfidence	overconfidence	NOUN
gujaf-419	28	23	provides	provide	VERB
gujaf-419	28	24	testable	testable	ADJ
gujaf-419	28	25	implications	implication	NOUN
gujaf-419	28	26	due	due	ADP
gujaf-419	28	27	to	to	ADP
gujaf-419	28	28	investors	investor	NOUN
gujaf-419	28	29	’	’	PART
gujaf-419	28	30	overreaction	overreaction	NOUN
gujaf-419	28	31	caused	cause	VERB
gujaf-419	28	32	by	by	ADP
gujaf-419	28	33	assumptions	assumption	NOUN
gujaf-419	28	34	about	about	ADP
gujaf-419	28	35	private	private	ADJ
gujaf-419	28	36	information	information	NOUN
gujaf-419	28	37	and	and	CCONJ
gujaf-419	28	38	overestimation	overestimation	NOUN
gujaf-419	28	39	of	of	ADP
gujaf-419	28	40	abilities	ability	NOUN
gujaf-419	28	41	as	as	ADV
gujaf-419	28	42	well	well	ADV
gujaf-419	28	43	as	as	ADP
gujaf-419	28	44	being	be	AUX
gujaf-419	28	45	biased	bias	VERB
gujaf-419	28	46	and	and	CCONJ
gujaf-419	28	47	self	self	NOUN
gujaf-419	28	48	-	-	PUNCT
gujaf-419	28	49	judgmental	judgmental	ADJ
gujaf-419	28	50	.	.	PUNCT
gujaf-419	29	1	therefore	therefore	ADV
gujaf-419	29	2	,	,	PUNCT
gujaf-419	29	3	investor	investor	NOUN
gujaf-419	29	4	behavior	behavior	NOUN
gujaf-419	29	5	model	model	NOUN
gujaf-419	29	6	is	be	AUX
gujaf-419	29	7	used	use	VERB
gujaf-419	29	8	in	in	ADP
gujaf-419	29	9	this	this	DET
gujaf-419	29	10	study	study	NOUN
gujaf-419	29	11	to	to	PART
gujaf-419	29	12	explain	explain	VERB
gujaf-419	29	13	the	the	DET
gujaf-419	29	14	observed	observed	ADJ
gujaf-419	29	15	pattern	pattern	NOUN
gujaf-419	29	16	of	of	ADP
gujaf-419	29	17	returns	return	NOUN
gujaf-419	29	18	that	that	PRON
gujaf-419	29	19	explains	explain	VERB
gujaf-419	29	20	investment	investment	NOUN
gujaf-419	29	21	performance	performance	NOUN
gujaf-419	29	22	(	(	PUNCT
gujaf-419	29	23	stock	stock	NOUN
gujaf-419	29	24	market	market	NOUN
gujaf-419	29	25	performance	performance	NOUN
gujaf-419	29	26	)	)	PUNCT
gujaf-419	29	27	as	as	ADP
gujaf-419	29	28	against	against	ADP
gujaf-419	29	29	the	the	DET
gujaf-419	29	30	use	use	NOUN
gujaf-419	29	31	of	of	ADP
gujaf-419	29	32	questionnaires	questionnaire	NOUN
gujaf-419	29	33	administered	administer	VERB
gujaf-419	29	34	by	by	ADP
gujaf-419	29	35	previous	previous	ADJ
gujaf-419	29	36	empirical	empirical	ADJ
gujaf-419	29	37	studies	study	NOUN
gujaf-419	29	38	.	.	PUNCT
gujaf-419	30	1	this	this	PRON
gujaf-419	30	2	therefore	therefore	ADV
gujaf-419	30	3	creates	create	VERB
gujaf-419	30	4	a	a	DET
gujaf-419	30	5	gap	gap	NOUN
gujaf-419	30	6	to	to	PART
gujaf-419	30	7	fill	fill	VERB
gujaf-419	30	8	by	by	ADP
gujaf-419	30	9	examining	examine	VERB
gujaf-419	30	10	the	the	DET
gujaf-419	30	11	effect	effect	NOUN
gujaf-419	30	12	of	of	ADP
gujaf-419	30	13	investor	investor	NOUN
gujaf-419	30	14	mental	mental	ADJ
gujaf-419	30	15	accounting	accounting	NOUN
gujaf-419	30	16	,	,	PUNCT
gujaf-419	30	17	and	and	CCONJ
gujaf-419	30	18	overconfidence	overconfidence	NOUN
gujaf-419	30	19	on	on	ADP
gujaf-419	30	20	investment	investment	NOUN
gujaf-419	30	21	performance	performance	NOUN
gujaf-419	30	22	as	as	SCONJ
gujaf-419	30	23	proxied	proxie	VERB
gujaf-419	30	24	by	by	ADP
gujaf-419	30	25	stock	stock	NOUN
gujaf-419	30	26	market	market	NOUN
gujaf-419	30	27	performance	performance	NOUN
gujaf-419	30	28	in	in	ADP
gujaf-419	30	29	nigeria	nigeria	PROPN
gujaf-419	30	30	.	.	PUNCT
gujaf-419	31	1	several	several	ADJ
gujaf-419	31	2	past	past	ADJ
gujaf-419	31	3	empirical	empirical	ADJ
gujaf-419	31	4	studies	study	NOUN
gujaf-419	31	5	from	from	ADP
gujaf-419	31	6	both	both	DET
gujaf-419	31	7	nigeria	nigeria	PROPN
gujaf-419	31	8	and	and	CCONJ
gujaf-419	31	9	foreign	foreign	PROPN
gujaf-419	31	10	have	have	AUX
gujaf-419	31	11	examine	examine	VERB
gujaf-419	31	12	the	the	DET
gujaf-419	31	13	effect	effect	NOUN
gujaf-419	31	14	of	of	ADP
gujaf-419	31	15	mental	mental	ADJ
gujaf-419	31	16	accounting	accounting	NOUN
gujaf-419	31	17	and	and	CCONJ
gujaf-419	31	18	overconfidence	overconfidence	NOUN
gujaf-419	31	19	on	on	ADP
gujaf-419	31	20	investment	investment	NOUN
gujaf-419	31	21	performance	performance	NOUN
gujaf-419	31	22	with	with	ADP
gujaf-419	31	23	the	the	DET
gujaf-419	31	24	consideration	consideration	NOUN
gujaf-419	31	25	of	of	ADP
gujaf-419	31	26	using	use	VERB
gujaf-419	31	27	qualitative	qualitative	ADJ
gujaf-419	31	28	data	datum	NOUN
gujaf-419	31	29	such	such	ADJ
gujaf-419	31	30	as	as	ADP
gujaf-419	31	31	the	the	DET
gujaf-419	31	32	study	study	NOUN
gujaf-419	31	33	of	of	ADP
gujaf-419	31	34	kasoga	kasoga	PROPN
gujaf-419	31	35	,	,	PUNCT
gujaf-419	31	36	(	(	PUNCT
gujaf-419	31	37	2021	2021	NUM
gujaf-419	31	38	)	)	PUNCT
gujaf-419	31	39	,	,	PUNCT
gujaf-419	31	40	adeleke	adeleke	VERB
gujaf-419	31	41	et	et	PROPN
gujaf-419	31	42	al	al	PROPN
gujaf-419	31	43	.	.	PROPN
gujaf-419	31	44	,	,	PUNCT
gujaf-419	31	45	(	(	PUNCT
gujaf-419	31	46	2020	2020	NUM
gujaf-419	31	47	)	)	PUNCT
gujaf-419	31	48	,	,	PUNCT
gujaf-419	31	49	audu	audu	NOUN
gujaf-419	31	50	and	and	CCONJ
gujaf-419	31	51	abubakar	abubakar	PROPN
gujaf-419	31	52	(	(	PUNCT
gujaf-419	31	53	2019)hamidon	2019)hamidon	NUM
gujaf-419	31	54	and	and	CCONJ
gujaf-419	31	55	kehelwalatenna	kehelwalatenna	NOUN
gujaf-419	31	56	(	(	PUNCT
gujaf-419	31	57	2020	2020	NUM
gujaf-419	31	58	)	)	PUNCT
gujaf-419	31	59	,	,	PUNCT
gujaf-419	31	60	areiqat	areiqat	PROPN
gujaf-419	31	61	et	et	PROPN
gujaf-419	31	62	al	al	PROPN
gujaf-419	31	63	.	.	PROPN
gujaf-419	31	64	,	,	PUNCT
gujaf-419	31	65	(	(	PUNCT
gujaf-419	31	66	2019	2019	NUM
gujaf-419	31	67	)	)	PUNCT
gujaf-419	31	68	,	,	PUNCT
gujaf-419	31	69	njenga	njenga	ADV
gujaf-419	31	70	and	and	CCONJ
gujaf-419	31	71	kagiri	kagiri	PROPN
gujaf-419	31	72	(	(	PUNCT
gujaf-419	31	73	2018	2018	NUM
gujaf-419	31	74	)	)	PUNCT
gujaf-419	31	75	,	,	PUNCT
gujaf-419	31	76	naomi	naomi	NOUN
gujaf-419	31	77	et	et	PROPN
gujaf-419	31	78	al	al	PROPN
gujaf-419	31	79	.	.	PROPN
gujaf-419	31	80	,	,	PUNCT
gujaf-419	31	81	(	(	PUNCT
gujaf-419	31	82	2018	2018	NUM
gujaf-419	31	83	)	)	PUNCT
gujaf-419	31	84	,	,	PUNCT
gujaf-419	31	85	ibrahim	ibrahim	PROPN
gujaf-419	31	86	and	and	CCONJ
gujaf-419	31	87	umar	umar	PROPN
gujaf-419	31	88	,	,	PUNCT
gujaf-419	31	89	(	(	PUNCT
gujaf-419	31	90	2017	2017	NUM
gujaf-419	31	91	)	)	PUNCT
gujaf-419	31	92	,	,	PUNCT
gujaf-419	31	93	,	,	PUNCT
gujaf-419	31	94	however	however	ADV
gujaf-419	31	95	this	this	PRON
gujaf-419	31	96	suggest	suggest	VERB
gujaf-419	31	97	the	the	DET
gujaf-419	31	98	limitation	limitation	NOUN
gujaf-419	31	99	of	of	ADP
gujaf-419	31	100	models	model	NOUN
gujaf-419	31	101	and	and	CCONJ
gujaf-419	31	102	statistical	statistical	ADJ
gujaf-419	31	103	analysis	analysis	NOUN
gujaf-419	31	104	to	to	PART
gujaf-419	31	105	determine	determine	VERB
gujaf-419	31	106	the	the	DET
gujaf-419	31	107	effect	effect	NOUN
gujaf-419	31	108	of	of	ADP
gujaf-419	31	109	behavioral	behavioral	ADJ
gujaf-419	31	110	bias	bias	NOUN
gujaf-419	31	111	on	on	ADP
gujaf-419	31	112	investors	investor	NOUN
gujaf-419	31	113	performance	performance	NOUN
gujaf-419	31	114	in	in	ADP
gujaf-419	31	115	nigeria	nigeria	PROPN
gujaf-419	31	116	to	to	ADP
gujaf-419	31	117	the	the	DET
gujaf-419	31	118	best	good	ADJ
gujaf-419	31	119	of	of	ADP
gujaf-419	31	120	the	the	DET
gujaf-419	31	121	researcher	researcher	NOUN
gujaf-419	31	122	knowledge	knowledge	NOUN
gujaf-419	31	123	.	.	PUNCT
gujaf-419	32	1	therefore	therefore	ADV
gujaf-419	32	2	,	,	PUNCT
gujaf-419	32	3	an	an	DET
gujaf-419	32	4	investor	investor	NOUN
gujaf-419	32	5	behavior	behavior	NOUN
gujaf-419	32	6	model	model	NOUN
gujaf-419	32	7	was	be	AUX
gujaf-419	32	8	needed	need	VERB
gujaf-419	32	9	to	to	PART
gujaf-419	32	10	explain	explain	VERB
gujaf-419	32	11	the	the	DET
gujaf-419	32	12	observed	observed	ADJ
gujaf-419	32	13	pattern	pattern	NOUN
gujaf-419	32	14	of	of	ADP
gujaf-419	32	15	abnormal	abnormal	ADJ
gujaf-419	32	16	returns	return	NOUN
gujaf-419	32	17	that	that	PRON
gujaf-419	32	18	explained	explain	VERB
gujaf-419	32	19	stock	stock	NOUN
gujaf-419	32	20	market	market	NOUN
gujaf-419	32	21	performance	performance	NOUN
gujaf-419	32	22	.	.	PUNCT
gujaf-419	33	1	the	the	DET
gujaf-419	33	2	research	research	NOUN
gujaf-419	33	3	used	use	VERB
gujaf-419	33	4	investor	investor	NOUN
gujaf-419	33	5	behavioral	behavioral	ADJ
gujaf-419	33	6	bias	bias	NOUN
gujaf-419	33	7	,	,	PUNCT
gujaf-419	33	8	such	such	ADJ
gujaf-419	33	9	as	as	ADP
gujaf-419	33	10	mental	mental	ADJ
gujaf-419	33	11	accounting	accounting	NOUN
gujaf-419	33	12	and	and	CCONJ
gujaf-419	33	13	overconfidence	overconfidence	NOUN
gujaf-419	33	14	to	to	PART
gujaf-419	33	15	determine	determine	VERB
gujaf-419	33	16	investment	investment	NOUN
gujaf-419	33	17	performance	performance	NOUN
gujaf-419	33	18	in	in	ADP
gujaf-419	33	19	nigeria	nigeria	PROPN
gujaf-419	33	20	deposit	deposit	NOUN
gujaf-419	33	21	money	money	NOUN
gujaf-419	33	22	banks	bank	NOUN
gujaf-419	33	23	.	.	PUNCT
gujaf-419	34	1	this	this	DET
gujaf-419	34	2	study	study	NOUN
gujaf-419	34	3	is	be	AUX
gujaf-419	34	4	to	to	PART
gujaf-419	34	5	fill	fill	VERB
gujaf-419	34	6	this	this	DET
gujaf-419	34	7	research	research	NOUN
gujaf-419	34	8	gap	gap	NOUN
gujaf-419	34	9	by	by	ADP
gujaf-419	34	10	employing	employ	VERB
gujaf-419	34	11	secondary	secondary	ADJ
gujaf-419	34	12	sources	source	NOUN
gujaf-419	34	13	of	of	ADP
gujaf-419	34	14	data	datum	NOUN
gujaf-419	34	15	to	to	PART
gujaf-419	34	16	empirically	empirically	ADV
gujaf-419	34	17	established	establish	VERB
gujaf-419	34	18	a	a	DET
gujaf-419	34	19	basis	basis	NOUN
gujaf-419	34	20	whether	whether	SCONJ
gujaf-419	34	21	investor	investor	NOUN
gujaf-419	34	22	behavior	behavior	NOUN
gujaf-419	34	23	influence	influence	VERB
gujaf-419	34	24	their	their	PRON
gujaf-419	34	25	performance	performance	NOUN
gujaf-419	34	26	.	.	PUNCT
gujaf-419	35	1	to	to	ADP
gujaf-419	35	2	this	this	DET
gujaf-419	35	3	end	end	NOUN
gujaf-419	35	4	,	,	PUNCT
gujaf-419	35	5	does	do	VERB
gujaf-419	35	6	mental	mental	ADJ
gujaf-419	35	7	accounting	accounting	NOUN
gujaf-419	35	8	and	and	CCONJ
gujaf-419	35	9	overconfidence	overconfidence	NOUN
gujaf-419	35	10	influence	influence	NOUN
gujaf-419	35	11	investment	investment	NOUN
gujaf-419	35	12	performance	performance	NOUN
gujaf-419	35	13	of	of	ADP
gujaf-419	35	14	deposit	deposit	NOUN
gujaf-419	35	15	money	money	NOUN
gujaf-419	35	16	banks	bank	NOUN
gujaf-419	35	17	in	in	ADP
gujaf-419	35	18	nigeria	nigeria	PROPN
gujaf-419	35	19	?	?	PUNCT
gujaf-419	36	1	gusau	gusau	ADJ
gujaf-419	36	2	journal	journal	PROPN
gujaf-419	36	3	of	of	ADP
gujaf-419	36	4	accounting	accounting	NOUN
gujaf-419	36	5	and	and	CCONJ
gujaf-419	36	6	finance	finance	NOUN
gujaf-419	36	7	,	,	PUNCT
gujaf-419	36	8	vol.6	vol.6	PROPN
gujaf-419	36	9	,	,	PUNCT
gujaf-419	36	10	issue	issue	NOUN
gujaf-419	36	11	2	2	NUM
gujaf-419	36	12	,	,	PUNCT
gujaf-419	36	13	april	april	PROPN
gujaf-419	36	14	,	,	PUNCT
gujaf-419	36	15	2025	2025	NUM
gujaf-419	36	16	112	112	NUM
gujaf-419	36	17	hypotheses	hypothesis	NOUN
gujaf-419	36	18	of	of	ADP
gujaf-419	36	19	the	the	DET
gujaf-419	36	20	study	study	NOUN
gujaf-419	36	21	to	to	PART
gujaf-419	36	22	achieved	achieved	VERB
gujaf-419	36	23	the	the	DET
gujaf-419	36	24	objective	objective	NOUN
gujaf-419	36	25	of	of	ADP
gujaf-419	36	26	this	this	DET
gujaf-419	36	27	study	study	NOUN
gujaf-419	36	28	,	,	PUNCT
gujaf-419	36	29	the	the	DET
gujaf-419	36	30	hypothesis	hypothesis	NOUN
gujaf-419	36	31	was	be	AUX
gujaf-419	36	32	developed	develop	VERB
gujaf-419	36	33	in	in	ADP
gujaf-419	36	34	null	null	ADJ
gujaf-419	36	35	form	form	NOUN
gujaf-419	36	36	h01	h01	NOUN
gujaf-419	36	37	:	:	PUNCT
gujaf-419	36	38	mental	mental	ADJ
gujaf-419	36	39	accounting	accounting	NOUN
gujaf-419	36	40	has	have	VERB
gujaf-419	36	41	no	no	DET
gujaf-419	36	42	significant	significant	ADJ
gujaf-419	36	43	effect	effect	NOUN
gujaf-419	36	44	on	on	ADP
gujaf-419	36	45	investment	investment	NOUN
gujaf-419	36	46	performance	performance	NOUN
gujaf-419	36	47	h02	h02	NOUN
gujaf-419	36	48	:	:	PUNCT
gujaf-419	36	49	investors	investor	NOUN
gujaf-419	36	50	overconfidence	overconfidence	NOUN
gujaf-419	36	51	has	have	VERB
gujaf-419	36	52	no	no	DET
gujaf-419	36	53	significant	significant	ADJ
gujaf-419	36	54	influence	influence	NOUN
gujaf-419	36	55	on	on	ADP
gujaf-419	36	56	investment	investment	NOUN
gujaf-419	36	57	performance	performance	NOUN
gujaf-419	36	58	2.0	2.0	NUM
gujaf-419	36	59	literature	literature	NOUN
gujaf-419	36	60	review	review	NOUN
gujaf-419	36	61	investment	investment	NOUN
gujaf-419	36	62	performance	performance	NOUN
gujaf-419	36	63	investment	investment	NOUN
gujaf-419	36	64	performance	performance	NOUN
gujaf-419	36	65	is	be	AUX
gujaf-419	36	66	the	the	DET
gujaf-419	36	67	prime	prime	ADJ
gujaf-419	36	68	driver	driver	NOUN
gujaf-419	36	69	to	to	AUX
gujaf-419	36	70	investment	investment	VERB
gujaf-419	36	71	in	in	ADP
gujaf-419	36	72	shares	share	NOUN
gujaf-419	36	73	or	or	CCONJ
gujaf-419	36	74	stocks	stock	NOUN
gujaf-419	36	75	.	.	PUNCT
gujaf-419	37	1	investment	investment	NOUN
gujaf-419	37	2	performance	performance	NOUN
gujaf-419	37	3	is	be	AUX
gujaf-419	37	4	determined	determine	VERB
gujaf-419	37	5	by	by	ADP
gujaf-419	37	6	the	the	DET
gujaf-419	37	7	rate	rate	NOUN
gujaf-419	37	8	of	of	ADP
gujaf-419	37	9	stock	stock	NOUN
gujaf-419	37	10	returns	return	NOUN
gujaf-419	37	11	.	.	PUNCT
gujaf-419	38	1	investment	investment	NOUN
gujaf-419	38	2	performance	performance	NOUN
gujaf-419	38	3	refers	refer	VERB
gujaf-419	38	4	to	to	ADP
gujaf-419	38	5	the	the	DET
gujaf-419	38	6	extent	extent	NOUN
gujaf-419	38	7	to	to	PART
gujaf-419	38	8	which	which	PRON
gujaf-419	38	9	investors	investor	NOUN
gujaf-419	38	10	derive	derive	VERB
gujaf-419	38	11	satisfaction	satisfaction	NOUN
gujaf-419	38	12	the	the	DET
gujaf-419	38	13	rate	rate	NOUN
gujaf-419	38	14	of	of	ADP
gujaf-419	38	15	return	return	NOUN
gujaf-419	38	16	of	of	ADP
gujaf-419	38	17	their	their	PRON
gujaf-419	38	18	recent	recent	ADJ
gujaf-419	38	19	stock	stock	NOUN
gujaf-419	38	20	or	or	CCONJ
gujaf-419	38	21	shares	share	NOUN
gujaf-419	38	22	investment	investment	NOUN
gujaf-419	38	23	,	,	PUNCT
gujaf-419	38	24	as	as	SCONJ
gujaf-419	38	25	compared	compare	VERB
gujaf-419	38	26	to	to	ADP
gujaf-419	38	27	their	their	PRON
gujaf-419	38	28	expected	expect	VERB
gujaf-419	38	29	returns	return	NOUN
gujaf-419	38	30	and	and	CCONJ
gujaf-419	38	31	with	with	ADP
gujaf-419	38	32	their	their	PRON
gujaf-419	38	33	investment	investment	NOUN
gujaf-419	38	34	decisions	decision	NOUN
gujaf-419	38	35	(	(	PUNCT
gujaf-419	38	36	zain	zain	PROPN
gujaf-419	38	37	ul	ul	PROPN
gujaf-419	38	38	abdin	abdin	PROPN
gujaf-419	38	39	,	,	PUNCT
gujaf-419	38	40	etal	etal	NOUN
gujaf-419	38	41	.	.	PUNCT
gujaf-419	38	42	2022	2022	NUM
gujaf-419	38	43	)	)	PUNCT
gujaf-419	38	44	.	.	PUNCT
gujaf-419	39	1	investment	investment	NOUN
gujaf-419	39	2	performance	performance	NOUN
gujaf-419	39	3	is	be	AUX
gujaf-419	39	4	measure	measure	NOUN
gujaf-419	39	5	by	by	ADP
gujaf-419	39	6	the	the	DET
gujaf-419	39	7	share	share	NOUN
gujaf-419	39	8	market	market	NOUN
gujaf-419	39	9	performance	performance	NOUN
gujaf-419	39	10	(	(	PUNCT
gujaf-419	39	11	ibrahim	ibrahim	PROPN
gujaf-419	39	12	&	&	CCONJ
gujaf-419	39	13	umar	umar	PROPN
gujaf-419	39	14	2017	2017	NUM
gujaf-419	39	15	)	)	PUNCT
gujaf-419	39	16	.	.	PUNCT
gujaf-419	40	1	therefore	therefore	ADV
gujaf-419	40	2	,	,	PUNCT
gujaf-419	40	3	share	share	NOUN
gujaf-419	40	4	market	market	NOUN
gujaf-419	40	5	performance	performance	NOUN
gujaf-419	40	6	is	be	AUX
gujaf-419	40	7	use	use	NOUN
gujaf-419	40	8	in	in	ADP
gujaf-419	40	9	this	this	DET
gujaf-419	40	10	study	study	NOUN
gujaf-419	40	11	as	as	ADP
gujaf-419	40	12	a	a	DET
gujaf-419	40	13	criterion	criterion	NOUN
gujaf-419	40	14	to	to	PART
gujaf-419	40	15	measure	measure	VERB
gujaf-419	40	16	investment	investment	NOUN
gujaf-419	40	17	performance	performance	NOUN
gujaf-419	40	18	.	.	PUNCT
gujaf-419	41	1	mental	mental	ADJ
gujaf-419	41	2	accounting	accounting	PROPN
gujaf-419	41	3	mental	mental	ADJ
gujaf-419	41	4	accounting	accounting	NOUN
gujaf-419	41	5	is	be	AUX
gujaf-419	41	6	referred	refer	VERB
gujaf-419	41	7	to	to	ADP
gujaf-419	41	8	as	as	ADP
gujaf-419	41	9	psychological	psychological	ADJ
gujaf-419	41	10	accounting	accounting	NOUN
gujaf-419	41	11	.	.	PUNCT
gujaf-419	42	1	mental	mental	ADJ
gujaf-419	42	2	accounting	accounting	NOUN
gujaf-419	42	3	involves	involve	VERB
gujaf-419	42	4	a	a	DET
gujaf-419	42	5	set	set	NOUN
gujaf-419	42	6	of	of	ADP
gujaf-419	42	7	the	the	DET
gujaf-419	42	8	cognitive	cognitive	ADJ
gujaf-419	42	9	processes	process	NOUN
gujaf-419	42	10	used	use	VERB
gujaf-419	42	11	by	by	ADP
gujaf-419	42	12	individuals	individual	NOUN
gujaf-419	42	13	or	or	CCONJ
gujaf-419	42	14	groups	group	NOUN
gujaf-419	42	15	to	to	PART
gujaf-419	42	16	organize	organize	VERB
gujaf-419	42	17	,	,	PUNCT
gujaf-419	42	18	evaluate	evaluate	VERB
gujaf-419	42	19	,	,	PUNCT
gujaf-419	42	20	and	and	CCONJ
gujaf-419	42	21	track	track	VERB
gujaf-419	42	22	their	their	PRON
gujaf-419	42	23	financial	financial	ADJ
gujaf-419	42	24	activities	activity	NOUN
gujaf-419	42	25	(	(	PUNCT
gujaf-419	42	26	abd	abd	PROPN
gujaf-419	42	27	el	el	PROPN
gujaf-419	42	28	mohammed	mohammed	PROPN
gujaf-419	42	29	&	&	CCONJ
gujaf-419	42	30	shaqfa	shaqfa	PROPN
gujaf-419	42	31	,	,	PUNCT
gujaf-419	42	32	2021	2021	NUM
gujaf-419	42	33	)	)	PUNCT
gujaf-419	42	34	.	.	PUNCT
gujaf-419	43	1	mental	mental	ADJ
gujaf-419	43	2	accounting	accounting	NOUN
gujaf-419	43	3	is	be	AUX
gujaf-419	43	4	an	an	DET
gujaf-419	43	5	economic	economic	ADJ
gujaf-419	43	6	concept	concept	NOUN
gujaf-419	43	7	developed	develop	VERB
gujaf-419	43	8	by	by	ADP
gujaf-419	43	9	richard	richard	PROPN
gujaf-419	43	10	thaler	thaler	PROPN
gujaf-419	43	11	that	that	PRON
gujaf-419	43	12	contends	contend	VERB
gujaf-419	43	13	that	that	SCONJ
gujaf-419	43	14	individuals	individual	NOUN
gujaf-419	43	15	divide	divide	VERB
gujaf-419	43	16	their	their	PRON
gujaf-419	43	17	current	current	ADJ
gujaf-419	43	18	and	and	CCONJ
gujaf-419	43	19	future	future	ADJ
gujaf-419	43	20	assets	asset	NOUN
gujaf-419	43	21	into	into	ADP
gujaf-419	43	22	separate	separate	ADJ
gujaf-419	43	23	,	,	PUNCT
gujaf-419	43	24	non	non	ADJ
gujaf-419	43	25	-	-	ADJ
gujaf-419	43	26	transferable	transferable	ADJ
gujaf-419	43	27	portions(santi	portions(santi	PROPN
gujaf-419	43	28	&	&	CCONJ
gujaf-419	43	29	sahara	sahara	PROPN
gujaf-419	43	30	,	,	PUNCT
gujaf-419	43	31	2019	2019	NUM
gujaf-419	43	32	)	)	PUNCT
gujaf-419	43	33	.	.	PUNCT
gujaf-419	44	1	it	it	PRON
gujaf-419	44	2	can	can	AUX
gujaf-419	44	3	also	also	ADV
gujaf-419	44	4	be	be	AUX
gujaf-419	44	5	referred	refer	VERB
gujaf-419	44	6	to	to	ADP
gujaf-419	44	7	as	as	ADP
gujaf-419	44	8	a	a	DET
gujaf-419	44	9	series	series	NOUN
gujaf-419	44	10	of	of	ADP
gujaf-419	44	11	mental	mental	ADJ
gujaf-419	44	12	actions	action	NOUN
gujaf-419	44	13	performed	perform	VERB
gujaf-419	44	14	by	by	ADP
gujaf-419	44	15	economic	economic	ADJ
gujaf-419	44	16	proxies	proxy	NOUN
gujaf-419	44	17	in	in	ADP
gujaf-419	44	18	managing	manage	VERB
gujaf-419	44	19	,	,	PUNCT
gujaf-419	44	20	evaluating	evaluating	NOUN
gujaf-419	44	21	,	,	PUNCT
gujaf-419	44	22	and	and	CCONJ
gujaf-419	44	23	maintaining	maintain	VERB
gujaf-419	44	24	financial	financial	ADJ
gujaf-419	44	25	activities	activity	NOUN
gujaf-419	44	26	(	(	PUNCT
gujaf-419	44	27	mohammad	mohammad	PROPN
gujaf-419	44	28	et	et	PROPN
gujaf-419	44	29	al	al	PROPN
gujaf-419	44	30	.	.	PROPN
gujaf-419	44	31	,	,	PUNCT
gujaf-419	44	32	2021	2021	NUM
gujaf-419	44	33	)	)	PUNCT
gujaf-419	44	34	.	.	PUNCT
gujaf-419	45	1	mental	mental	ADJ
gujaf-419	45	2	accounting	accounting	NOUN
gujaf-419	45	3	is	be	AUX
gujaf-419	45	4	the	the	DET
gujaf-419	45	5	behavior	behavior	NOUN
gujaf-419	45	6	of	of	ADP
gujaf-419	45	7	people	people	NOUN
gujaf-419	45	8	who	who	PRON
gujaf-419	45	9	always	always	ADV
gujaf-419	45	10	use	use	VERB
gujaf-419	45	11	mental	mental	ADJ
gujaf-419	45	12	counting	counting	NOUN
gujaf-419	45	13	to	to	PART
gujaf-419	45	14	make	make	VERB
gujaf-419	45	15	investment	investment	NOUN
gujaf-419	45	16	decisions	decision	NOUN
gujaf-419	45	17	by	by	ADP
gujaf-419	45	18	weighing	weigh	VERB
gujaf-419	45	19	the	the	DET
gujaf-419	45	20	costs	cost	NOUN
gujaf-419	45	21	and	and	CCONJ
gujaf-419	45	22	benefits	benefit	NOUN
gujaf-419	45	23	of	of	ADP
gujaf-419	45	24	everything	everything	PRON
gujaf-419	45	25	they	they	PRON
gujaf-419	45	26	do	do	VERB
gujaf-419	45	27	or	or	CCONJ
gujaf-419	45	28	decision	decision	NOUN
gujaf-419	45	29	taken	take	VERB
gujaf-419	45	30	by	by	ADP
gujaf-419	45	31	individuals	individual	NOUN
gujaf-419	45	32	(	(	PUNCT
gujaf-419	45	33	armansyah	armansyah	ADJ
gujaf-419	45	34	,	,	PUNCT
gujaf-419	45	35	2021	2021	NUM
gujaf-419	45	36	)	)	PUNCT
gujaf-419	45	37	.	.	PUNCT
gujaf-419	46	1	therefore	therefore	ADV
gujaf-419	46	2	,	,	PUNCT
gujaf-419	46	3	mental	mental	ADJ
gujaf-419	46	4	accounting	accounting	NOUN
gujaf-419	46	5	is	be	AUX
gujaf-419	46	6	referred	refer	VERB
gujaf-419	46	7	to	to	ADP
gujaf-419	46	8	situation	situation	NOUN
gujaf-419	46	9	where	where	SCONJ
gujaf-419	46	10	an	an	DET
gujaf-419	46	11	individual	individual	ADJ
gujaf-419	46	12	investor	investor	NOUN
gujaf-419	46	13	is	be	AUX
gujaf-419	46	14	expected	expect	VERB
gujaf-419	46	15	to	to	PART
gujaf-419	46	16	always	always	ADV
gujaf-419	46	17	calculate	calculate	VERB
gujaf-419	46	18	the	the	DET
gujaf-419	46	19	potential	potential	ADJ
gujaf-419	46	20	profits	profit	NOUN
gujaf-419	46	21	or	or	CCONJ
gujaf-419	46	22	benefit	benefit	VERB
gujaf-419	46	23	and	and	CCONJ
gujaf-419	46	24	considers	consider	VERB
gujaf-419	46	25	the	the	DET
gujaf-419	46	26	costs	cost	NOUN
gujaf-419	46	27	that	that	PRON
gujaf-419	46	28	will	will	AUX
gujaf-419	46	29	be	be	AUX
gujaf-419	46	30	incurred	incur	VERB
gujaf-419	46	31	.	.	PUNCT
gujaf-419	47	1	overconfidence	overconfidence	NOUN
gujaf-419	47	2	overconfidence	overconfidence	NOUN
gujaf-419	47	3	is	be	AUX
gujaf-419	47	4	a	a	DET
gujaf-419	47	5	cognitive	cognitive	ADJ
gujaf-419	47	6	bias	bias	NOUN
gujaf-419	47	7	.	.	PUNCT
gujaf-419	48	1	it	it	PRON
gujaf-419	48	2	is	be	AUX
gujaf-419	48	3	psychological	psychological	ADJ
gujaf-419	48	4	bias	bias	NOUN
gujaf-419	48	5	that	that	PRON
gujaf-419	48	6	influence	influence	VERB
gujaf-419	48	7	investment	investment	NOUN
gujaf-419	48	8	decision	decision	NOUN
gujaf-419	48	9	making	making	NOUN
gujaf-419	48	10	of	of	ADP
gujaf-419	48	11	individual	individual	ADJ
gujaf-419	48	12	(	(	PUNCT
gujaf-419	48	13	armansyah	armansyah	ADJ
gujaf-419	48	14	,	,	PUNCT
gujaf-419	48	15	2021	2021	NUM
gujaf-419	48	16	)	)	PUNCT
gujaf-419	48	17	.	.	PUNCT
gujaf-419	49	1	overconfidence	overconfidence	NOUN
gujaf-419	49	2	bias	bias	NOUN
gujaf-419	49	3	refers	refer	VERB
gujaf-419	49	4	to	to	ADP
gujaf-419	49	5	investors	investor	NOUN
gujaf-419	49	6	'	'	PART
gujaf-419	49	7	tendency	tendency	NOUN
gujaf-419	49	8	to	to	ADP
gujaf-419	49	9	either	either	CCONJ
gujaf-419	49	10	overestimate	overestimate	VERB
gujaf-419	49	11	or	or	CCONJ
gujaf-419	49	12	underestimate	underestimate	VERB
gujaf-419	49	13	their	their	PRON
gujaf-419	49	14	abilities	ability	NOUN
gujaf-419	49	15	or	or	CCONJ
gujaf-419	49	16	the	the	DET
gujaf-419	49	17	difficulty	difficulty	NOUN
gujaf-419	49	18	of	of	ADP
gujaf-419	49	19	the	the	DET
gujaf-419	49	20	task	task	NOUN
gujaf-419	49	21	(	(	PUNCT
gujaf-419	49	22	rasheed	rasheed	PROPN
gujaf-419	49	23	et	et	PROPN
gujaf-419	49	24	al	al	PROPN
gujaf-419	49	25	,	,	PUNCT
gujaf-419	49	26	2018	2018	NUM
gujaf-419	49	27	)	)	PUNCT
gujaf-419	49	28	.	.	PUNCT
gujaf-419	50	1	it	it	PRON
gujaf-419	50	2	is	be	AUX
gujaf-419	50	3	the	the	DET
gujaf-419	50	4	tendency	tendency	NOUN
gujaf-419	50	5	to	to	PART
gujaf-419	50	6	overestimate	overestimate	VERB
gujaf-419	50	7	one	one	NUM
gujaf-419	50	8	’s	’s	PART
gujaf-419	50	9	own	own	ADJ
gujaf-419	50	10	skills	skill	NOUN
gujaf-419	50	11	and	and	CCONJ
gujaf-419	50	12	predictions	prediction	NOUN
gujaf-419	50	13	for	for	ADP
gujaf-419	50	14	success	success	NOUN
gujaf-419	50	15	(	(	PUNCT
gujaf-419	50	16	antony	antony	PROPN
gujaf-419	50	17	&	&	CCONJ
gujaf-419	50	18	joseph	joseph	PROPN
gujaf-419	50	19	,	,	PUNCT
gujaf-419	50	20	2017	2017	NUM
gujaf-419	50	21	)	)	PUNCT
gujaf-419	50	22	.	.	PUNCT
gujaf-419	51	1	overconfidence	overconfidence	NOUN
gujaf-419	51	2	is	be	AUX
gujaf-419	51	3	act	act	NOUN
gujaf-419	51	4	that	that	PRON
gujaf-419	51	5	lead	lead	VERB
gujaf-419	51	6	to	to	ADP
gujaf-419	51	7	overestimation	overestimation	NOUN
gujaf-419	51	8	of	of	ADP
gujaf-419	51	9	once	once	ADV
gujaf-419	51	10	knowledge	knowledge	NOUN
gujaf-419	51	11	and	and	CCONJ
gujaf-419	51	12	to	to	PART
gujaf-419	51	13	underestimate	underestimate	ADJ
gujaf-419	51	14	predictions	prediction	NOUN
gujaf-419	51	15	made	make	VERB
gujaf-419	51	16	because	because	SCONJ
gujaf-419	51	17	of	of	ADP
gujaf-419	51	18	the	the	DET
gujaf-419	51	19	excess	excess	ADJ
gujaf-419	51	20	abilities	ability	NOUN
gujaf-419	51	21	the	the	DET
gujaf-419	51	22	individual	individual	NOUN
gujaf-419	51	23	has	have	VERB
gujaf-419	51	24	.	.	PUNCT
gujaf-419	52	1	overconfidence	overconfidence	NOUN
gujaf-419	52	2	is	be	AUX
gujaf-419	52	3	act	act	NOUN
gujaf-419	52	4	of	of	ADP
gujaf-419	52	5	overestimation	overestimation	NOUN
gujaf-419	52	6	individual	individual	ADJ
gujaf-419	52	7	person	person	NOUN
gujaf-419	52	8	's	's	PART
gujaf-419	52	9	abilities	ability	NOUN
gujaf-419	52	10	or	or	CCONJ
gujaf-419	52	11	future	future	ADJ
gujaf-419	52	12	possibilities	possibility	NOUN
gujaf-419	52	13	.	.	PUNCT
gujaf-419	53	1	however	however	ADV
gujaf-419	53	2	,	,	PUNCT
gujaf-419	53	3	wang	wang	PROPN
gujaf-419	53	4	and	and	CCONJ
gujaf-419	53	5	nuangjamnong	nuangjamnong	PROPN
gujaf-419	53	6	(	(	PUNCT
gujaf-419	53	7	2022	2022	NUM
gujaf-419	53	8	)	)	PUNCT
gujaf-419	53	9	argued	argue	VERB
gujaf-419	53	10	that	that	SCONJ
gujaf-419	53	11	some	some	DET
gujaf-419	53	12	investors	investor	NOUN
gujaf-419	53	13	are	be	AUX
gujaf-419	53	14	overconfident	overconfident	ADJ
gujaf-419	53	15	,	,	PUNCT
gujaf-419	53	16	and	and	CCONJ
gujaf-419	53	17	they	they	PRON
gujaf-419	53	18	tend	tend	VERB
gujaf-419	53	19	to	to	PART
gujaf-419	53	20	predict	predict	VERB
gujaf-419	53	21	the	the	DET
gujaf-419	53	22	stock	stock	NOUN
gujaf-419	53	23	market	market	NOUN
gujaf-419	53	24	price	price	NOUN
gujaf-419	53	25	inaccurately	inaccurately	ADV
gujaf-419	53	26	.	.	PUNCT
gujaf-419	54	1	ouma	ouma	PROPN
gujaf-419	54	2	and	and	CCONJ
gujaf-419	54	3	oluoch	oluoch	PROPN
gujaf-419	54	4	(	(	PUNCT
gujaf-419	54	5	2019	2019	NUM
gujaf-419	54	6	)	)	PUNCT
gujaf-419	54	7	state	state	NOUN
gujaf-419	54	8	that	that	SCONJ
gujaf-419	54	9	a	a	DET
gujaf-419	54	10	higher	high	ADJ
gujaf-419	54	11	level	level	NOUN
gujaf-419	54	12	of	of	ADP
gujaf-419	54	13	overconfidence	overconfidence	NOUN
gujaf-419	54	14	leads	lead	VERB
gujaf-419	54	15	to	to	ADP
gujaf-419	54	16	a	a	DET
gujaf-419	54	17	higher	high	ADJ
gujaf-419	54	18	trading	trading	NOUN
gujaf-419	54	19	volume	volume	NOUN
gujaf-419	54	20	.	.	PUNCT
gujaf-419	55	1	the	the	DET
gujaf-419	55	2	hypothesis	hypothesis	NOUN
gujaf-419	55	3	of	of	ADP
gujaf-419	55	4	whether	whether	SCONJ
gujaf-419	55	5	overconfidence	overconfidence	NOUN
gujaf-419	55	6	leads	lead	VERB
gujaf-419	55	7	to	to	ADP
gujaf-419	55	8	higher	high	ADJ
gujaf-419	55	9	trading	trading	NOUN
gujaf-419	55	10	volume	volume	NOUN
gujaf-419	55	11	is	be	AUX
gujaf-419	55	12	likewise	likewise	ADV
gujaf-419	55	13	tested	test	VERB
gujaf-419	55	14	by	by	ADP
gujaf-419	55	15	bouteska	bouteska	NOUN
gujaf-419	55	16	and	and	CCONJ
gujaf-419	55	17	regaieg	regaieg	NOUN
gujaf-419	55	18	,	,	PUNCT
gujaf-419	55	19	2020	2020	NUM
gujaf-419	55	20	)	)	PUNCT
gujaf-419	55	21	for	for	ADP
gujaf-419	55	22	the	the	DET
gujaf-419	55	23	us	us	PROPN
gujaf-419	55	24	stock	stock	NOUN
gujaf-419	55	25	markets	market	NOUN
gujaf-419	55	26	.	.	PUNCT
gujaf-419	56	1	they	they	PRON
gujaf-419	56	2	argued	argue	VERB
gujaf-419	56	3	that	that	SCONJ
gujaf-419	56	4	a	a	DET
gujaf-419	56	5	high	high	ADJ
gujaf-419	56	6	trading	trading	NOUN
gujaf-419	56	7	volume	volume	NOUN
gujaf-419	56	8	led	lead	VERB
gujaf-419	56	9	to	to	ADP
gujaf-419	56	10	higher	high	ADJ
gujaf-419	56	11	returns	return	NOUN
gujaf-419	56	12	because	because	SCONJ
gujaf-419	56	13	success	success	NOUN
gujaf-419	56	14	with	with	ADP
gujaf-419	56	15	investments	investment	NOUN
gujaf-419	56	16	leads	lead	VERB
gujaf-419	56	17	to	to	ADP
gujaf-419	56	18	higher	high	ADJ
gujaf-419	56	19	levels	level	NOUN
gujaf-419	56	20	of	of	ADP
gujaf-419	56	21	investor	investor	NOUN
gujaf-419	56	22	overconfidence	overconfidence	NOUN
gujaf-419	56	23	.	.	PUNCT
gujaf-419	57	1	empirical	empirical	ADJ
gujaf-419	57	2	review	review	NOUN
gujaf-419	57	3	edeh	edeh	NOUN
gujaf-419	57	4	et	et	PROPN
gujaf-419	57	5	al	al	PROPN
gujaf-419	57	6	.	.	PROPN
gujaf-419	58	1	(	(	PUNCT
gujaf-419	58	2	2023	2023	NUM
gujaf-419	58	3	)	)	PUNCT
gujaf-419	58	4	examines	examine	VERB
gujaf-419	58	5	the	the	DET
gujaf-419	58	6	influence	influence	NOUN
gujaf-419	58	7	of	of	ADP
gujaf-419	58	8	behavioral	behavioral	ADJ
gujaf-419	58	9	factors	factor	NOUN
gujaf-419	58	10	on	on	ADP
gujaf-419	58	11	stock	stock	NOUN
gujaf-419	58	12	investors	investor	NOUN
gujaf-419	58	13	’	’	PART
gujaf-419	58	14	performance	performance	NOUN
gujaf-419	58	15	in	in	ADP
gujaf-419	58	16	nigeria	nigeria	PROPN
gujaf-419	58	17	’s	’s	PART
gujaf-419	58	18	capital	capital	NOUN
gujaf-419	58	19	market	market	NOUN
gujaf-419	58	20	.	.	PUNCT
gujaf-419	59	1	three	three	NUM
gujaf-419	59	2	hundred	hundred	NUM
gujaf-419	59	3	and	and	CCONJ
gujaf-419	59	4	eighty	eighty	NUM
gujaf-419	59	5	-	-	PUNCT
gujaf-419	59	6	four	four	NUM
gujaf-419	59	7	(	(	PUNCT
gujaf-419	59	8	384	384	NUM
gujaf-419	59	9	)	)	PUNCT
gujaf-419	59	10	respondents	respondent	NOUN
gujaf-419	59	11	were	be	AUX
gujaf-419	59	12	sampled	sample	VERB
gujaf-419	59	13	by	by	ADP
gujaf-419	59	14	gusau	gusau	ADJ
gujaf-419	59	15	journal	journal	PROPN
gujaf-419	59	16	of	of	ADP
gujaf-419	59	17	accounting	accounting	NOUN
gujaf-419	59	18	and	and	CCONJ
gujaf-419	59	19	finance	finance	NOUN
gujaf-419	59	20	,	,	PUNCT
gujaf-419	59	21	vol.6	vol.6	PROPN
gujaf-419	59	22	,	,	PUNCT
gujaf-419	59	23	issue	issue	NOUN
gujaf-419	59	24	2	2	NUM
gujaf-419	59	25	,	,	PUNCT
gujaf-419	59	26	april	april	PROPN
gujaf-419	59	27	,	,	PUNCT
gujaf-419	59	28	2025	2025	NUM
gujaf-419	59	29	113	113	NUM
gujaf-419	59	30	an	an	DET
gujaf-419	59	31	online	online	ADJ
gujaf-419	59	32	survey	survey	NOUN
gujaf-419	59	33	method	method	NOUN
gujaf-419	59	34	through	through	ADP
gujaf-419	59	35	a	a	DET
gujaf-419	59	36	questionnaire	questionnaire	NOUN
gujaf-419	59	37	from	from	ADP
gujaf-419	59	38	active	active	ADJ
gujaf-419	59	39	investors	investor	NOUN
gujaf-419	59	40	using	use	VERB
gujaf-419	59	41	the	the	DET
gujaf-419	59	42	top	top	ADJ
gujaf-419	59	43	ten	ten	NUM
gujaf-419	59	44	brokerage	brokerage	NOUN
gujaf-419	59	45	firms	firm	NOUN
gujaf-419	59	46	in	in	ADP
gujaf-419	59	47	nigeria	nigeria	PROPN
gujaf-419	59	48	.	.	PUNCT
gujaf-419	60	1	data	datum	NOUN
gujaf-419	60	2	were	be	AUX
gujaf-419	60	3	examined	examine	VERB
gujaf-419	60	4	and	and	CCONJ
gujaf-419	60	5	analyzed	analyze	VERB
gujaf-419	60	6	by	by	ADP
gujaf-419	60	7	stata	stata	NOUN
gujaf-419	60	8	software	software	NOUN
gujaf-419	60	9	using	use	VERB
gujaf-419	60	10	the	the	DET
gujaf-419	60	11	structural	structural	ADJ
gujaf-419	60	12	equation	equation	NOUN
gujaf-419	60	13	model	model	NOUN
gujaf-419	60	14	technique	technique	NOUN
gujaf-419	60	15	(	(	PUNCT
gujaf-419	60	16	sem	sem	NOUN
gujaf-419	60	17	)	)	PUNCT
gujaf-419	60	18	as	as	ADP
gujaf-419	60	19	the	the	DET
gujaf-419	60	20	statistical	statistical	ADJ
gujaf-419	60	21	tool	tool	NOUN
gujaf-419	60	22	.	.	PUNCT
gujaf-419	61	1	the	the	DET
gujaf-419	61	2	data	datum	NOUN
gujaf-419	61	3	revealed	reveal	VERB
gujaf-419	61	4	that	that	SCONJ
gujaf-419	61	5	behavioral	behavioral	ADJ
gujaf-419	61	6	factors	factor	NOUN
gujaf-419	61	7	such	such	ADJ
gujaf-419	61	8	as	as	ADP
gujaf-419	61	9	overconfidence	overconfidence	NOUN
gujaf-419	61	10	and	and	CCONJ
gujaf-419	61	11	mental	mental	ADJ
gujaf-419	61	12	accounting	accounting	NOUN
gujaf-419	61	13	have	have	VERB
gujaf-419	61	14	considerable	considerable	ADJ
gujaf-419	61	15	positive	positive	ADJ
gujaf-419	61	16	influence	influence	NOUN
gujaf-419	61	17	on	on	ADP
gujaf-419	61	18	investment	investment	NOUN
gujaf-419	61	19	performance	performance	NOUN
gujaf-419	61	20	.	.	PUNCT
gujaf-419	62	1	however	however	ADV
gujaf-419	62	2	,	,	PUNCT
gujaf-419	62	3	the	the	DET
gujaf-419	62	4	stud	stud	NOUN
gujaf-419	62	5	is	be	AUX
gujaf-419	62	6	limited	limit	VERB
gujaf-419	62	7	to	to	ADP
gujaf-419	62	8	qualitative	qualitative	ADJ
gujaf-419	62	9	data	datum	NOUN
gujaf-419	62	10	as	as	ADP
gujaf-419	62	11	against	against	ADP
gujaf-419	62	12	the	the	DET
gujaf-419	62	13	qualitative	qualitative	ADJ
gujaf-419	62	14	model	model	NOUN
gujaf-419	62	15	adopted	adopt	VERB
gujaf-419	62	16	for	for	ADP
gujaf-419	62	17	this	this	DET
gujaf-419	62	18	study	study	NOUN
gujaf-419	62	19	.	.	PUNCT
gujaf-419	63	1	sherani	sherani	PROPN
gujaf-419	63	2	and	and	CCONJ
gujaf-419	63	3	naveed	naveed	PROPN
gujaf-419	63	4	(	(	PUNCT
gujaf-419	63	5	2022	2022	NUM
gujaf-419	63	6	)	)	PUNCT
gujaf-419	63	7	assess	assess	VERB
gujaf-419	63	8	the	the	DET
gujaf-419	63	9	impact	impact	NOUN
gujaf-419	63	10	of	of	ADP
gujaf-419	63	11	cognitive	cognitive	ADJ
gujaf-419	63	12	and	and	CCONJ
gujaf-419	63	13	behavioral	behavioral	ADJ
gujaf-419	63	14	biases	bias	NOUN
gujaf-419	63	15	on	on	ADP
gujaf-419	63	16	trade	trade	NOUN
gujaf-419	63	17	performance	performance	NOUN
gujaf-419	63	18	from	from	ADP
gujaf-419	63	19	an	an	DET
gujaf-419	63	20	emerging	emerge	VERB
gujaf-419	63	21	economy	economy	NOUN
gujaf-419	63	22	.	.	PUNCT
gujaf-419	64	1	the	the	DET
gujaf-419	64	2	research	research	NOUN
gujaf-419	64	3	adopted	adopt	VERB
gujaf-419	64	4	a	a	DET
gujaf-419	64	5	quantitative	quantitative	ADJ
gujaf-419	64	6	and	and	CCONJ
gujaf-419	64	7	deductive	deductive	ADJ
gujaf-419	64	8	approach	approach	NOUN
gujaf-419	64	9	with	with	ADP
gujaf-419	64	10	an	an	DET
gujaf-419	64	11	explanatory	explanatory	ADJ
gujaf-419	64	12	research	research	NOUN
gujaf-419	64	13	design	design	NOUN
gujaf-419	64	14	.	.	PUNCT
gujaf-419	65	1	the	the	DET
gujaf-419	65	2	individual	individual	ADJ
gujaf-419	65	3	investors	investor	NOUN
gujaf-419	65	4	who	who	PRON
gujaf-419	65	5	trade	trade	VERB
gujaf-419	65	6	on	on	ADP
gujaf-419	65	7	the	the	DET
gujaf-419	65	8	pakistan	pakistan	PROPN
gujaf-419	65	9	stock	stock	PROPN
gujaf-419	65	10	exchange	exchange	PROPN
gujaf-419	65	11	constitute	constitute	VERB
gujaf-419	65	12	the	the	DET
gujaf-419	65	13	study	study	NOUN
gujaf-419	65	14	's	's	PART
gujaf-419	65	15	population	population	NOUN
gujaf-419	65	16	,	,	PUNCT
gujaf-419	65	17	while	while	SCONJ
gujaf-419	65	18	the	the	DET
gujaf-419	65	19	sample	sample	NOUN
gujaf-419	65	20	size	size	NOUN
gujaf-419	65	21	for	for	ADP
gujaf-419	65	22	the	the	DET
gujaf-419	65	23	study	study	NOUN
gujaf-419	65	24	was	be	AUX
gujaf-419	65	25	600	600	NUM
gujaf-419	65	26	respondents	respondent	NOUN
gujaf-419	65	27	.	.	PUNCT
gujaf-419	66	1	the	the	DET
gujaf-419	66	2	analysis	analysis	NOUN
gujaf-419	66	3	of	of	ADP
gujaf-419	66	4	the	the	DET
gujaf-419	66	5	study	study	NOUN
gujaf-419	66	6	was	be	AUX
gujaf-419	66	7	done	do	VERB
gujaf-419	66	8	with	with	ADP
gujaf-419	66	9	the	the	DET
gujaf-419	66	10	support	support	NOUN
gujaf-419	66	11	of	of	ADP
gujaf-419	66	12	smart	smart	ADJ
gujaf-419	66	13	-	-	PUNCT
gujaf-419	66	14	pls	pls	NOUN
gujaf-419	66	15	and	and	CCONJ
gujaf-419	66	16	spss	spss	PROPN
gujaf-419	66	17	.	.	PUNCT
gujaf-419	67	1	the	the	DET
gujaf-419	67	2	results	result	NOUN
gujaf-419	67	3	revealed	reveal	VERB
gujaf-419	67	4	that	that	SCONJ
gujaf-419	67	5	mental	mental	ADJ
gujaf-419	67	6	accounting	accounting	NOUN
gujaf-419	67	7	has	have	VERB
gujaf-419	67	8	a	a	DET
gujaf-419	67	9	significant	significant	ADJ
gujaf-419	67	10	and	and	CCONJ
gujaf-419	67	11	positive	positive	ADJ
gujaf-419	67	12	impact	impact	NOUN
gujaf-419	67	13	on	on	ADP
gujaf-419	67	14	individual	individual	ADJ
gujaf-419	67	15	investor	investor	NOUN
gujaf-419	67	16	performance	performance	NOUN
gujaf-419	67	17	in	in	ADP
gujaf-419	67	18	terms	term	NOUN
gujaf-419	67	19	of	of	ADP
gujaf-419	67	20	trading	trading	NOUN
gujaf-419	67	21	.	.	PUNCT
gujaf-419	68	1	singh	singh	PROPN
gujaf-419	68	2	and	and	CCONJ
gujaf-419	68	3	jain	jain	PROPN
gujaf-419	68	4	(	(	PUNCT
gujaf-419	68	5	2021	2021	NUM
gujaf-419	68	6	)	)	PUNCT
gujaf-419	68	7	examine	examine	VERB
gujaf-419	68	8	the	the	DET
gujaf-419	68	9	impact	impact	NOUN
gujaf-419	68	10	of	of	ADP
gujaf-419	68	11	behavioral	behavioral	ADJ
gujaf-419	68	12	biases	bias	NOUN
gujaf-419	68	13	on	on	ADP
gujaf-419	68	14	investment	investment	NOUN
gujaf-419	68	15	objective	objective	NOUN
gujaf-419	68	16	and	and	CCONJ
gujaf-419	68	17	expected	expect	VERB
gujaf-419	68	18	rate	rate	NOUN
gujaf-419	68	19	of	of	ADP
gujaf-419	68	20	return	return	NOUN
gujaf-419	68	21	of	of	ADP
gujaf-419	68	22	female	female	ADJ
gujaf-419	68	23	investors	investor	NOUN
gujaf-419	68	24	.	.	PUNCT
gujaf-419	69	1	the	the	DET
gujaf-419	69	2	sample	sample	NOUN
gujaf-419	69	3	size	size	NOUN
gujaf-419	69	4	of	of	ADP
gujaf-419	69	5	the	the	DET
gujaf-419	69	6	study	study	NOUN
gujaf-419	69	7	is	be	AUX
gujaf-419	69	8	345	345	NUM
gujaf-419	69	9	working	work	VERB
gujaf-419	69	10	women	woman	NOUN
gujaf-419	69	11	.	.	PUNCT
gujaf-419	70	1	the	the	DET
gujaf-419	70	2	study	study	NOUN
gujaf-419	70	3	adopted	adopt	VERB
gujaf-419	70	4	both	both	CCONJ
gujaf-419	70	5	primary	primary	ADJ
gujaf-419	70	6	and	and	CCONJ
gujaf-419	70	7	secondary	secondary	ADJ
gujaf-419	70	8	sources	source	NOUN
gujaf-419	70	9	of	of	ADP
gujaf-419	70	10	data	datum	NOUN
gujaf-419	70	11	.	.	PUNCT
gujaf-419	71	1	multiple	multiple	ADJ
gujaf-419	71	2	regression	regression	NOUN
gujaf-419	71	3	techniques	technique	NOUN
gujaf-419	71	4	were	be	AUX
gujaf-419	71	5	used	use	VERB
gujaf-419	71	6	to	to	PART
gujaf-419	71	7	analysis	analysis	VERB
gujaf-419	71	8	the	the	DET
gujaf-419	71	9	extracted	extract	VERB
gujaf-419	71	10	data	datum	NOUN
gujaf-419	71	11	and	and	CCONJ
gujaf-419	71	12	the	the	DET
gujaf-419	71	13	findings	finding	NOUN
gujaf-419	71	14	of	of	ADP
gujaf-419	71	15	the	the	DET
gujaf-419	71	16	study	study	NOUN
gujaf-419	71	17	revealed	reveal	VERB
gujaf-419	71	18	that	that	SCONJ
gujaf-419	71	19	mental	mental	ADJ
gujaf-419	71	20	accounting	accounting	NOUN
gujaf-419	71	21	has	have	VERB
gujaf-419	71	22	a	a	DET
gujaf-419	71	23	negative	negative	ADJ
gujaf-419	71	24	and	and	CCONJ
gujaf-419	71	25	significant	significant	ADJ
gujaf-419	71	26	impact	impact	NOUN
gujaf-419	71	27	on	on	ADP
gujaf-419	71	28	expected	expect	VERB
gujaf-419	71	29	rate	rate	NOUN
gujaf-419	71	30	of	of	ADP
gujaf-419	71	31	returns	return	NOUN
gujaf-419	71	32	.	.	PUNCT
gujaf-419	72	1	more	more	ADV
gujaf-419	72	2	so	so	ADV
gujaf-419	72	3	,	,	PUNCT
gujaf-419	72	4	mohammad	mohammad	PROPN
gujaf-419	72	5	et	et	PROPN
gujaf-419	72	6	al	al	PROPN
gujaf-419	72	7	.	.	PROPN
gujaf-419	73	1	(	(	PUNCT
gujaf-419	73	2	2021	2021	NUM
gujaf-419	73	3	)	)	PUNCT
gujaf-419	73	4	assess	assess	VERB
gujaf-419	73	5	the	the	DET
gujaf-419	73	6	impact	impact	NOUN
gujaf-419	73	7	of	of	ADP
gujaf-419	73	8	corporate	corporate	ADJ
gujaf-419	73	9	performance	performance	NOUN
gujaf-419	73	10	on	on	ADP
gujaf-419	73	11	mental	mental	ADJ
gujaf-419	73	12	accounting	accounting	NOUN
gujaf-419	73	13	in	in	ADP
gujaf-419	73	14	financial	financial	ADJ
gujaf-419	73	15	decisions	decision	NOUN
gujaf-419	73	16	of	of	ADP
gujaf-419	73	17	40	40	NUM
gujaf-419	73	18	graduate	graduate	NOUN
gujaf-419	73	19	students	student	NOUN
gujaf-419	73	20	as	as	ADP
gujaf-419	73	21	investors	investor	NOUN
gujaf-419	73	22	,	,	PUNCT
gujaf-419	73	23	while	while	SCONJ
gujaf-419	73	24	the	the	DET
gujaf-419	73	25	second	second	ADJ
gujaf-419	73	26	one	one	NOUN
gujaf-419	73	27	consists	consist	VERB
gujaf-419	73	28	of	of	ADP
gujaf-419	73	29	40	40	NUM
gujaf-419	73	30	accountants	accountant	NOUN
gujaf-419	73	31	in	in	ADP
gujaf-419	73	32	a	a	DET
gujaf-419	73	33	real	real	ADJ
gujaf-419	73	34	estate	estate	NOUN
gujaf-419	73	35	company	company	NOUN
gujaf-419	73	36	as	as	ADP
gujaf-419	73	37	managers	manager	NOUN
gujaf-419	73	38	.	.	PUNCT
gujaf-419	74	1	the	the	DET
gujaf-419	74	2	findings	finding	NOUN
gujaf-419	74	3	of	of	ADP
gujaf-419	74	4	the	the	DET
gujaf-419	74	5	study	study	NOUN
gujaf-419	74	6	indicate	indicate	VERB
gujaf-419	74	7	that	that	SCONJ
gujaf-419	74	8	the	the	DET
gujaf-419	74	9	performance	performance	NOUN
gujaf-419	74	10	of	of	ADP
gujaf-419	74	11	companies	company	NOUN
gujaf-419	74	12	affects	affect	VERB
gujaf-419	74	13	the	the	DET
gujaf-419	74	14	mental	mental	ADJ
gujaf-419	74	15	accounting	accounting	NOUN
gujaf-419	74	16	of	of	ADP
gujaf-419	74	17	managers	manager	NOUN
gujaf-419	74	18	in	in	ADP
gujaf-419	74	19	making	make	VERB
gujaf-419	74	20	their	their	PRON
gujaf-419	74	21	financial	financial	ADJ
gujaf-419	74	22	decisions	decision	NOUN
gujaf-419	74	23	.	.	PUNCT
gujaf-419	75	1	rashwan	rashwan	PROPN
gujaf-419	75	2	and	and	CCONJ
gujaf-419	75	3	shaqfa	shaqfa	NOUN
gujaf-419	75	4	(	(	PUNCT
gujaf-419	75	5	2021	2021	NUM
gujaf-419	75	6	)	)	PUNCT
gujaf-419	75	7	examine	examine	VERB
gujaf-419	75	8	the	the	DET
gujaf-419	75	9	impact	impact	NOUN
gujaf-419	75	10	of	of	ADP
gujaf-419	75	11	mental	mental	ADJ
gujaf-419	75	12	accounting	accounting	NOUN
gujaf-419	75	13	on	on	ADP
gujaf-419	75	14	financial	financial	ADJ
gujaf-419	75	15	and	and	CCONJ
gujaf-419	75	16	investment	investment	NOUN
gujaf-419	75	17	decision	decision	NOUN
gujaf-419	75	18	-	-	PUNCT
gujaf-419	75	19	making	making	NOUN
gujaf-419	75	20	among	among	ADP
gujaf-419	75	21	palestinian	palestinian	ADJ
gujaf-419	75	22	investors	investor	NOUN
gujaf-419	75	23	.	.	PUNCT
gujaf-419	76	1	the	the	DET
gujaf-419	76	2	study	study	NOUN
gujaf-419	76	3	used	use	VERB
gujaf-419	76	4	the	the	DET
gujaf-419	76	5	descriptive	descriptive	ADJ
gujaf-419	76	6	analytical	analytical	ADJ
gujaf-419	76	7	method	method	NOUN
gujaf-419	76	8	,	,	PUNCT
gujaf-419	76	9	and	and	CCONJ
gujaf-419	76	10	a	a	DET
gujaf-419	76	11	questionnaire	questionnaire	NOUN
gujaf-419	76	12	was	be	AUX
gujaf-419	76	13	distributed	distribute	VERB
gujaf-419	76	14	to	to	ADP
gujaf-419	76	15	the	the	DET
gujaf-419	76	16	sample	sample	NOUN
gujaf-419	76	17	of	of	ADP
gujaf-419	76	18	the	the	DET
gujaf-419	76	19	study	study	NOUN
gujaf-419	76	20	consisting	consist	VERB
gujaf-419	76	21	of	of	ADP
gujaf-419	76	22	(	(	PUNCT
gujaf-419	76	23	136	136	NUM
gujaf-419	76	24	)	)	PUNCT
gujaf-419	76	25	palestinian	palestinian	ADJ
gujaf-419	76	26	investors	investor	NOUN
gujaf-419	76	27	.	.	PUNCT
gujaf-419	77	1	the	the	DET
gujaf-419	77	2	results	result	NOUN
gujaf-419	77	3	of	of	ADP
gujaf-419	77	4	the	the	DET
gujaf-419	77	5	study	study	NOUN
gujaf-419	77	6	found	find	VERB
gujaf-419	77	7	that	that	SCONJ
gujaf-419	77	8	mental	mental	ADJ
gujaf-419	77	9	accounting	accounting	NOUN
gujaf-419	77	10	contributes	contribute	VERB
gujaf-419	77	11	to	to	ADP
gujaf-419	77	12	enhancing	enhance	VERB
gujaf-419	77	13	the	the	DET
gujaf-419	77	14	financial	financial	ADJ
gujaf-419	77	15	and	and	CCONJ
gujaf-419	77	16	investment	investment	NOUN
gujaf-419	77	17	decisions	decision	NOUN
gujaf-419	77	18	of	of	ADP
gujaf-419	77	19	palestinian	palestinian	ADJ
gujaf-419	77	20	investors	investor	NOUN
gujaf-419	77	21	.	.	PUNCT
gujaf-419	78	1	armansyah	armansyah	PROPN
gujaf-419	78	2	(	(	PUNCT
gujaf-419	78	3	2021	2021	NUM
gujaf-419	78	4	)	)	PUNCT
gujaf-419	78	5	examine	examine	VERB
gujaf-419	78	6	the	the	DET
gujaf-419	78	7	effect	effect	NOUN
gujaf-419	78	8	of	of	ADP
gujaf-419	78	9	mental	mental	ADJ
gujaf-419	78	10	accounting	accounting	NOUN
gujaf-419	78	11	on	on	ADP
gujaf-419	78	12	investment	investment	NOUN
gujaf-419	78	13	decision	decision	NOUN
gujaf-419	78	14	in	in	ADP
gujaf-419	78	15	real	real	ADJ
gujaf-419	78	16	assets	asset	NOUN
gujaf-419	78	17	and	and	CCONJ
gujaf-419	78	18	financial	financial	ADJ
gujaf-419	78	19	assets	asset	NOUN
gujaf-419	78	20	.	.	PUNCT
gujaf-419	79	1	this	this	DET
gujaf-419	79	2	study	study	NOUN
gujaf-419	79	3	uses	use	VERB
gujaf-419	79	4	primary	primary	ADJ
gujaf-419	79	5	data	datum	NOUN
gujaf-419	79	6	and	and	CCONJ
gujaf-419	79	7	the	the	DET
gujaf-419	79	8	data	datum	NOUN
gujaf-419	79	9	was	be	AUX
gujaf-419	79	10	administered	administer	VERB
gujaf-419	79	11	to	to	ADP
gujaf-419	79	12	250	250	NUM
gujaf-419	79	13	respondents	respondent	NOUN
gujaf-419	79	14	through	through	ADP
gujaf-419	79	15	an	an	DET
gujaf-419	79	16	electronic	electronic	ADJ
gujaf-419	79	17	questionnaire	questionnaire	NOUN
gujaf-419	79	18	distributed	distribute	VERB
gujaf-419	79	19	to	to	ADP
gujaf-419	79	20	investors	investor	NOUN
gujaf-419	79	21	who	who	PRON
gujaf-419	79	22	are	be	AUX
gujaf-419	79	23	members	member	NOUN
gujaf-419	79	24	of	of	ADP
gujaf-419	79	25	a	a	DET
gujaf-419	79	26	brokerage	brokerage	NOUN
gujaf-419	79	27	company	company	NOUN
gujaf-419	79	28	in	in	ADP
gujaf-419	79	29	indonesian	indonesian	ADJ
gujaf-419	79	30	stock	stock	PROPN
gujaf-419	79	31	exchange	exchange	PROPN
gujaf-419	79	32	.	.	PUNCT
gujaf-419	80	1	the	the	DET
gujaf-419	80	2	results	result	NOUN
gujaf-419	80	3	of	of	ADP
gujaf-419	80	4	the	the	DET
gujaf-419	80	5	study	study	NOUN
gujaf-419	80	6	showed	show	VERB
gujaf-419	80	7	that	that	SCONJ
gujaf-419	80	8	mental	mental	ADJ
gujaf-419	80	9	accounting	accounting	NOUN
gujaf-419	80	10	has	have	VERB
gujaf-419	80	11	positive	positive	ADJ
gujaf-419	80	12	and	and	CCONJ
gujaf-419	80	13	significantly	significantly	ADV
gujaf-419	80	14	affected	affected	ADJ
gujaf-419	80	15	investors	investor	NOUN
gujaf-419	80	16	'	'	PART
gujaf-419	80	17	investment	investment	NOUN
gujaf-419	80	18	decisions	decision	NOUN
gujaf-419	80	19	in	in	ADP
gujaf-419	80	20	the	the	DET
gujaf-419	80	21	indonesian	indonesian	ADJ
gujaf-419	80	22	capital	capital	NOUN
gujaf-419	80	23	market	market	NOUN
gujaf-419	80	24	.	.	PUNCT
gujaf-419	81	1	nusa	nusa	NOUN
gujaf-419	81	2	(	(	PUNCT
gujaf-419	81	3	2021	2021	NUM
gujaf-419	81	4	)	)	PUNCT
gujaf-419	81	5	identify	identify	VERB
gujaf-419	81	6	and	and	CCONJ
gujaf-419	81	7	confirm	confirm	VERB
gujaf-419	81	8	the	the	DET
gujaf-419	81	9	theory	theory	NOUN
gujaf-419	81	10	of	of	ADP
gujaf-419	81	11	mental	mental	ADJ
gujaf-419	81	12	accounting	accounting	NOUN
gujaf-419	81	13	on	on	ADP
gujaf-419	81	14	informed	informed	ADJ
gujaf-419	81	15	decisions	decision	NOUN
gujaf-419	81	16	and	and	CCONJ
gujaf-419	81	17	investor	investor	NOUN
gujaf-419	81	18	considerations	consideration	NOUN
gujaf-419	81	19	in	in	ADP
gujaf-419	81	20	investing	invest	VERB
gujaf-419	81	21	in	in	ADP
gujaf-419	81	22	the	the	DET
gujaf-419	81	23	capital	capital	NOUN
gujaf-419	81	24	market	market	NOUN
gujaf-419	81	25	in	in	ADP
gujaf-419	81	26	indonesia	indonesia	PROPN
gujaf-419	81	27	.	.	PUNCT
gujaf-419	82	1	the	the	DET
gujaf-419	82	2	study	study	NOUN
gujaf-419	82	3	was	be	AUX
gujaf-419	82	4	conducted	conduct	VERB
gujaf-419	82	5	by	by	ADP
gujaf-419	82	6	using	use	VERB
gujaf-419	82	7	a	a	DET
gujaf-419	82	8	questionnaire	questionnaire	NOUN
gujaf-419	82	9	to	to	ADP
gujaf-419	82	10	100	100	NUM
gujaf-419	82	11	respondents	respondent	NOUN
gujaf-419	82	12	of	of	ADP
gujaf-419	82	13	capital	capital	NOUN
gujaf-419	82	14	market	market	NOUN
gujaf-419	82	15	participants	participant	NOUN
gujaf-419	82	16	.	.	PUNCT
gujaf-419	83	1	a	a	DET
gujaf-419	83	2	purposive	purposive	ADJ
gujaf-419	83	3	sampling	sampling	NOUN
gujaf-419	83	4	method	method	NOUN
gujaf-419	83	5	was	be	AUX
gujaf-419	83	6	adopted	adopt	VERB
gujaf-419	83	7	in	in	ADP
gujaf-419	83	8	the	the	DET
gujaf-419	83	9	study	study	NOUN
gujaf-419	83	10	.	.	PUNCT
gujaf-419	84	1	the	the	DET
gujaf-419	84	2	descriptive	descriptive	ADJ
gujaf-419	84	3	analysis	analysis	NOUN
gujaf-419	84	4	method	method	NOUN
gujaf-419	84	5	was	be	AUX
gujaf-419	84	6	used	use	VERB
gujaf-419	84	7	in	in	ADP
gujaf-419	84	8	the	the	DET
gujaf-419	84	9	research	research	NOUN
gujaf-419	84	10	.	.	PUNCT
gujaf-419	85	1	the	the	DET
gujaf-419	85	2	results	result	NOUN
gujaf-419	85	3	of	of	ADP
gujaf-419	85	4	the	the	DET
gujaf-419	85	5	study	study	NOUN
gujaf-419	85	6	indicate	indicate	VERB
gujaf-419	85	7	that	that	SCONJ
gujaf-419	85	8	mental	mental	ADJ
gujaf-419	85	9	accounting	accounting	NOUN
gujaf-419	85	10	positively	positively	ADV
gujaf-419	85	11	and	and	CCONJ
gujaf-419	85	12	significantly	significantly	ADV
gujaf-419	85	13	affects	affect	VERB
gujaf-419	85	14	investors	investor	NOUN
gujaf-419	85	15	'	'	PART
gujaf-419	85	16	investment	investment	NOUN
gujaf-419	85	17	decisions	decision	NOUN
gujaf-419	85	18	in	in	ADP
gujaf-419	85	19	stocks	stock	NOUN
gujaf-419	85	20	.	.	PUNCT
gujaf-419	86	1	furthermore	furthermore	ADV
gujaf-419	86	2	,	,	PUNCT
gujaf-419	86	3	zain	zain	PROPN
gujaf-419	86	4	ul	ul	PROPN
gujaf-419	86	5	abdin	abdin	VERB
gujaf-419	86	6	et	et	PROPN
gujaf-419	86	7	al	al	PROPN
gujaf-419	86	8	.	.	PROPN
gujaf-419	87	1	(	(	PUNCT
gujaf-419	87	2	2022	2022	NUM
gujaf-419	87	3	)	)	PUNCT
gujaf-419	87	4	investigate	investigate	VERB
gujaf-419	87	5	the	the	DET
gujaf-419	87	6	effect	effect	NOUN
gujaf-419	87	7	of	of	ADP
gujaf-419	87	8	overconfidence	overconfidence	NOUN
gujaf-419	87	9	bias	bias	NOUN
gujaf-419	87	10	on	on	ADP
gujaf-419	87	11	the	the	DET
gujaf-419	87	12	investment	investment	NOUN
gujaf-419	87	13	performance	performance	NOUN
gujaf-419	87	14	of	of	ADP
gujaf-419	87	15	investors	investor	NOUN
gujaf-419	87	16	in	in	ADP
gujaf-419	87	17	the	the	DET
gujaf-419	87	18	pakistan	pakistan	PROPN
gujaf-419	87	19	stock	stock	PROPN
gujaf-419	87	20	exchange	exchange	PROPN
gujaf-419	87	21	.	.	PUNCT
gujaf-419	88	1	a	a	DET
gujaf-419	88	2	mixed	mix	VERB
gujaf-419	88	3	-	-	PUNCT
gujaf-419	88	4	method	method	NOUN
gujaf-419	88	5	approach	approach	NOUN
gujaf-419	88	6	is	be	AUX
gujaf-419	88	7	used	use	VERB
gujaf-419	88	8	for	for	ADP
gujaf-419	88	9	this	this	DET
gujaf-419	88	10	research	research	NOUN
gujaf-419	88	11	.	.	PUNCT
gujaf-419	89	1	the	the	DET
gujaf-419	89	2	study	study	NOUN
gujaf-419	89	3	approached	approach	VERB
gujaf-419	89	4	1000	1000	NUM
gujaf-419	89	5	individual	individual	ADJ
gujaf-419	89	6	investors	investor	NOUN
gujaf-419	89	7	for	for	ADP
gujaf-419	89	8	the	the	DET
gujaf-419	89	9	questionnaire	questionnaire	NOUN
gujaf-419	89	10	survey	survey	NOUN
gujaf-419	89	11	through	through	ADP
gujaf-419	89	12	the	the	DET
gujaf-419	89	13	help	help	NOUN
gujaf-419	89	14	gusau	gusau	PROPN
gujaf-419	89	15	journal	journal	PROPN
gujaf-419	89	16	of	of	ADP
gujaf-419	89	17	accounting	accounting	NOUN
gujaf-419	89	18	and	and	CCONJ
gujaf-419	89	19	finance	finance	NOUN
gujaf-419	89	20	,	,	PUNCT
gujaf-419	89	21	vol.6	vol.6	PROPN
gujaf-419	89	22	,	,	PUNCT
gujaf-419	89	23	issue	issue	NOUN
gujaf-419	89	24	2	2	NUM
gujaf-419	89	25	,	,	PUNCT
gujaf-419	89	26	april	april	PROPN
gujaf-419	89	27	,	,	PUNCT
gujaf-419	89	28	2025	2025	NUM
gujaf-419	89	29	114	114	NUM
gujaf-419	89	30	of	of	ADP
gujaf-419	89	31	a	a	DET
gujaf-419	89	32	brokerage	brokerage	NOUN
gujaf-419	89	33	house	house	NOUN
gujaf-419	89	34	.	.	PUNCT
gujaf-419	90	1	400	400	NUM
gujaf-419	90	2	individuals	individual	NOUN
gujaf-419	90	3	agreed	agree	VERB
gujaf-419	90	4	to	to	PART
gujaf-419	90	5	participate	participate	VERB
gujaf-419	90	6	in	in	ADP
gujaf-419	90	7	the	the	DET
gujaf-419	90	8	study	study	NOUN
gujaf-419	90	9	and	and	CCONJ
gujaf-419	90	10	378	378	NUM
gujaf-419	90	11	were	be	AUX
gujaf-419	90	12	return	return	VERB
gujaf-419	90	13	valid	valid	ADJ
gujaf-419	90	14	.	.	PUNCT
gujaf-419	91	1	the	the	DET
gujaf-419	91	2	findings	finding	NOUN
gujaf-419	91	3	of	of	ADP
gujaf-419	91	4	the	the	DET
gujaf-419	91	5	study	study	NOUN
gujaf-419	91	6	revealed	reveal	VERB
gujaf-419	91	7	that	that	SCONJ
gujaf-419	91	8	overconfidence	overconfidence	NOUN
gujaf-419	91	9	biases	bias	NOUN
gujaf-419	91	10	have	have	VERB
gujaf-419	91	11	a	a	DET
gujaf-419	91	12	positive	positive	ADJ
gujaf-419	91	13	and	and	CCONJ
gujaf-419	91	14	significant	significant	ADJ
gujaf-419	91	15	effect	effect	NOUN
gujaf-419	91	16	on	on	ADP
gujaf-419	91	17	investment	investment	NOUN
gujaf-419	91	18	performance	performance	NOUN
gujaf-419	91	19	.	.	PUNCT
gujaf-419	92	1	kasoga	kasoga	PROPN
gujaf-419	92	2	(	(	PUNCT
gujaf-419	92	3	2021	2021	NUM
gujaf-419	92	4	)	)	PUNCT
gujaf-419	92	5	examines	examine	VERB
gujaf-419	92	6	the	the	DET
gujaf-419	92	7	effect	effect	NOUN
gujaf-419	92	8	of	of	ADP
gujaf-419	92	9	overconfidence	overconfidence	NOUN
gujaf-419	92	10	biases	bias	NOUN
gujaf-419	92	11	on	on	ADP
gujaf-419	92	12	investment	investment	NOUN
gujaf-419	92	13	decisions	decision	NOUN
gujaf-419	92	14	through	through	ADP
gujaf-419	92	15	multiple	multiple	ADJ
gujaf-419	92	16	mediation	mediation	NOUN
gujaf-419	92	17	mechanisms	mechanism	NOUN
gujaf-419	92	18	of	of	ADP
gujaf-419	92	19	risk	risk	NOUN
gujaf-419	92	20	tolerance	tolerance	NOUN
gujaf-419	92	21	and	and	CCONJ
gujaf-419	92	22	financial	financial	ADJ
gujaf-419	92	23	literacy	literacy	NOUN
gujaf-419	92	24	in	in	ADP
gujaf-419	92	25	tanzanian	tanzanian	NOUN
gujaf-419	92	26	.	.	PUNCT
gujaf-419	93	1	a	a	DET
gujaf-419	93	2	sample	sample	NOUN
gujaf-419	93	3	of	of	ADP
gujaf-419	93	4	316	316	NUM
gujaf-419	93	5	individual	individual	ADJ
gujaf-419	93	6	investors	investor	NOUN
gujaf-419	93	7	in	in	ADP
gujaf-419	93	8	the	the	DET
gujaf-419	93	9	tanzanian	tanzanian	ADJ
gujaf-419	93	10	stock	stock	NOUN
gujaf-419	93	11	market	market	NOUN
gujaf-419	93	12	was	be	AUX
gujaf-419	93	13	obtained	obtain	VERB
gujaf-419	93	14	through	through	ADP
gujaf-419	93	15	questionnaires	questionnaire	NOUN
gujaf-419	93	16	.	.	PUNCT
gujaf-419	94	1	the	the	DET
gujaf-419	94	2	findings	finding	NOUN
gujaf-419	94	3	of	of	ADP
gujaf-419	94	4	the	the	DET
gujaf-419	94	5	study	study	NOUN
gujaf-419	94	6	show	show	VERB
gujaf-419	94	7	that	that	SCONJ
gujaf-419	94	8	overconfidence	overconfidence	NOUN
gujaf-419	94	9	exerts	exert	VERB
gujaf-419	94	10	a	a	DET
gujaf-419	94	11	stronger	strong	ADJ
gujaf-419	94	12	influence	influence	NOUN
gujaf-419	94	13	on	on	ADP
gujaf-419	94	14	investment	investment	NOUN
gujaf-419	94	15	decisions	decision	NOUN
gujaf-419	94	16	.	.	PUNCT
gujaf-419	95	1	likewise	likewise	ADV
gujaf-419	95	2	,	,	PUNCT
gujaf-419	95	3	the	the	DET
gujaf-419	95	4	study	study	NOUN
gujaf-419	95	5	of	of	ADP
gujaf-419	95	6	gunathilaka	gunathilaka	NOUN
gujaf-419	95	7	and	and	CCONJ
gujaf-419	95	8	fernando	fernando	PROPN
gujaf-419	95	9	(	(	PUNCT
gujaf-419	95	10	2021	2021	NUM
gujaf-419	95	11	)	)	PUNCT
gujaf-419	95	12	investigate	investigate	VERB
gujaf-419	95	13	how	how	SCONJ
gujaf-419	95	14	overconfidence	overconfidence	NOUN
gujaf-419	95	15	behavioral	behavioral	ADJ
gujaf-419	95	16	biases	bias	NOUN
gujaf-419	95	17	influence	influence	VERB
gujaf-419	95	18	decision	decision	NOUN
gujaf-419	95	19	making	making	NOUN
gujaf-419	95	20	of	of	ADP
gujaf-419	95	21	individual	individual	ADJ
gujaf-419	95	22	and	and	CCONJ
gujaf-419	95	23	institutional	institutional	ADJ
gujaf-419	95	24	investors	investor	NOUN
gujaf-419	95	25	based	base	VERB
gujaf-419	95	26	in	in	ADP
gujaf-419	95	27	colombo	colombo	NOUN
gujaf-419	95	28	stock	stock	NOUN
gujaf-419	95	29	exchange	exchange	NOUN
gujaf-419	95	30	.	.	PUNCT
gujaf-419	96	1	a	a	DET
gujaf-419	96	2	questionnaire	questionnaire	NOUN
gujaf-419	96	3	was	be	AUX
gujaf-419	96	4	utilized	utilize	VERB
gujaf-419	96	5	to	to	PART
gujaf-419	96	6	collect	collect	VERB
gujaf-419	96	7	the	the	DET
gujaf-419	96	8	data	datum	NOUN
gujaf-419	96	9	and	and	CCONJ
gujaf-419	96	10	the	the	DET
gujaf-419	96	11	final	final	ADJ
gujaf-419	96	12	sample	sample	NOUN
gujaf-419	96	13	consisted	consist	VERB
gujaf-419	96	14	with	with	ADP
gujaf-419	96	15	104	104	NUM
gujaf-419	96	16	individual	individual	NOUN
gujaf-419	96	17	and	and	CCONJ
gujaf-419	96	18	71	71	NUM
gujaf-419	96	19	institutional	institutional	ADJ
gujaf-419	96	20	respondents	respondent	NOUN
gujaf-419	96	21	.	.	PUNCT
gujaf-419	97	1	findings	finding	NOUN
gujaf-419	97	2	of	of	ADP
gujaf-419	97	3	the	the	DET
gujaf-419	97	4	study	study	NOUN
gujaf-419	97	5	revealed	reveal	VERB
gujaf-419	97	6	that	that	SCONJ
gujaf-419	97	7	overconfidence	overconfidence	NOUN
gujaf-419	97	8	bias	bias	NOUN
gujaf-419	97	9	has	have	VERB
gujaf-419	97	10	positive	positive	ADJ
gujaf-419	97	11	and	and	CCONJ
gujaf-419	97	12	insignificant	insignificant	ADJ
gujaf-419	97	13	impact	impact	NOUN
gujaf-419	97	14	on	on	ADP
gujaf-419	97	15	the	the	DET
gujaf-419	97	16	individual	individual	ADJ
gujaf-419	97	17	investors	investor	NOUN
gujaf-419	97	18	’	’	PART
gujaf-419	97	19	investment	investment	NOUN
gujaf-419	97	20	decisions	decision	NOUN
gujaf-419	97	21	.	.	PUNCT
gujaf-419	98	1	similarly	similarly	ADV
gujaf-419	98	2	,	,	PUNCT
gujaf-419	98	3	tin	tin	NOUN
gujaf-419	98	4	and	and	CCONJ
gujaf-419	98	5	hii	hii	PROPN
gujaf-419	98	6	(	(	PUNCT
gujaf-419	98	7	2020	2020	NUM
gujaf-419	98	8	)	)	PUNCT
gujaf-419	98	9	examine	examine	VERB
gujaf-419	98	10	the	the	DET
gujaf-419	98	11	influence	influence	NOUN
gujaf-419	98	12	of	of	ADP
gujaf-419	98	13	overconfidence	overconfidence	NOUN
gujaf-419	98	14	on	on	ADP
gujaf-419	98	15	investment	investment	NOUN
gujaf-419	98	16	performance	performance	NOUN
gujaf-419	98	17	on	on	ADP
gujaf-419	98	18	debt	debt	NOUN
gujaf-419	98	19	securities	security	NOUN
gujaf-419	98	20	in	in	ADP
gujaf-419	98	21	johor	johor	PROPN
gujaf-419	98	22	.	.	PUNCT
gujaf-419	99	1	the	the	DET
gujaf-419	99	2	study	study	NOUN
gujaf-419	99	3	collected	collect	VERB
gujaf-419	99	4	data	datum	NOUN
gujaf-419	99	5	through	through	ADP
gujaf-419	99	6	the	the	DET
gujaf-419	99	7	primary	primary	ADJ
gujaf-419	99	8	method	method	NOUN
gujaf-419	99	9	and	and	CCONJ
gujaf-419	99	10	a	a	DET
gujaf-419	99	11	personal	personal	ADJ
gujaf-419	99	12	administered	administer	VERB
gujaf-419	99	13	questionnaire	questionnaire	NOUN
gujaf-419	99	14	sources	source	NOUN
gujaf-419	99	15	were	be	AUX
gujaf-419	99	16	used	use	VERB
gujaf-419	99	17	to	to	PART
gujaf-419	99	18	collect	collect	VERB
gujaf-419	99	19	the	the	DET
gujaf-419	99	20	data	datum	NOUN
gujaf-419	99	21	.	.	PUNCT
gujaf-419	100	1	fifty	fifty	NUM
gujaf-419	100	2	(	(	PUNCT
gujaf-419	100	3	50	50	NUM
gujaf-419	100	4	)	)	PUNCT
gujaf-419	100	5	debt	debt	NOUN
gujaf-419	100	6	securities	security	NOUN
gujaf-419	100	7	owners	owner	NOUN
gujaf-419	100	8	in	in	ADP
gujaf-419	100	9	johor	johor	PROPN
gujaf-419	100	10	respondents	respondent	NOUN
gujaf-419	100	11	to	to	ADP
gujaf-419	100	12	the	the	DET
gujaf-419	100	13	questions	question	NOUN
gujaf-419	100	14	.	.	PUNCT
gujaf-419	101	1	smart	smart	ADJ
gujaf-419	101	2	-	-	PUNCT
gujaf-419	101	3	pls	pls	NOUN
gujaf-419	101	4	3.0	3.0	NUM
gujaf-419	101	5	was	be	AUX
gujaf-419	101	6	used	use	VERB
gujaf-419	101	7	for	for	ADP
gujaf-419	101	8	the	the	DET
gujaf-419	101	9	data	datum	NOUN
gujaf-419	101	10	analysis	analysis	NOUN
gujaf-419	101	11	.	.	PUNCT
gujaf-419	102	1	the	the	DET
gujaf-419	102	2	findings	finding	NOUN
gujaf-419	102	3	of	of	ADP
gujaf-419	102	4	the	the	DET
gujaf-419	102	5	study	study	NOUN
gujaf-419	102	6	revealed	reveal	VERB
gujaf-419	102	7	that	that	SCONJ
gujaf-419	102	8	overconfidence	overconfidence	NOUN
gujaf-419	102	9	has	have	VERB
gujaf-419	102	10	a	a	DET
gujaf-419	102	11	positive	positive	ADJ
gujaf-419	102	12	and	and	CCONJ
gujaf-419	102	13	no	no	DET
gujaf-419	102	14	significant	significant	ADJ
gujaf-419	102	15	influence	influence	NOUN
gujaf-419	102	16	on	on	ADP
gujaf-419	102	17	investment	investment	NOUN
gujaf-419	102	18	performance	performance	NOUN
gujaf-419	102	19	of	of	ADP
gujaf-419	102	20	debt	debt	NOUN
gujaf-419	102	21	securities	security	NOUN
gujaf-419	102	22	in	in	ADP
gujaf-419	102	23	johor	johor	PROPN
gujaf-419	102	24	.	.	PUNCT
gujaf-419	103	1	theoretical	theoretical	ADJ
gujaf-419	103	2	review	review	NOUN
gujaf-419	103	3	the	the	DET
gujaf-419	103	4	following	follow	VERB
gujaf-419	103	5	theories	theory	NOUN
gujaf-419	103	6	shall	shall	AUX
gujaf-419	103	7	be	be	AUX
gujaf-419	103	8	adopted	adopt	VERB
gujaf-419	103	9	to	to	PART
gujaf-419	103	10	guide	guide	VERB
gujaf-419	103	11	this	this	DET
gujaf-419	103	12	study	study	NOUN
gujaf-419	103	13	;	;	PUNCT
gujaf-419	103	14	prospect	prospect	NOUN
gujaf-419	103	15	theory	theory	NOUN
gujaf-419	103	16	and	and	CCONJ
gujaf-419	103	17	heuristic	heuristic	ADJ
gujaf-419	103	18	theory	theory	NOUN
gujaf-419	103	19	;	;	PUNCT
gujaf-419	103	20	prospect	prospect	NOUN
gujaf-419	103	21	theory	theory	NOUN
gujaf-419	103	22	prospect	prospect	NOUN
gujaf-419	103	23	theory	theory	NOUN
gujaf-419	103	24	assumes	assume	VERB
gujaf-419	103	25	that	that	SCONJ
gujaf-419	103	26	losses	loss	NOUN
gujaf-419	103	27	and	and	CCONJ
gujaf-419	103	28	gains	gain	NOUN
gujaf-419	103	29	are	be	AUX
gujaf-419	103	30	valued	value	VERB
gujaf-419	103	31	differently	differently	ADV
gujaf-419	103	32	,	,	PUNCT
gujaf-419	103	33	thus	thus	ADV
gujaf-419	103	34	individuals	individual	NOUN
gujaf-419	103	35	make	make	VERB
gujaf-419	103	36	decisions	decision	NOUN
gujaf-419	103	37	based	base	VERB
gujaf-419	103	38	on	on	ADP
gujaf-419	103	39	his	his	PRON
gujaf-419	103	40	or	or	CCONJ
gujaf-419	103	41	her	her	PRON
gujaf-419	103	42	mental	mental	ADJ
gujaf-419	103	43	ability	ability	NOUN
gujaf-419	103	44	and	and	CCONJ
gujaf-419	103	45	skills	skill	NOUN
gujaf-419	103	46	.	.	PUNCT
gujaf-419	104	1	the	the	DET
gujaf-419	104	2	prospect	prospect	NOUN
gujaf-419	104	3	theory	theory	NOUN
gujaf-419	104	4	is	be	AUX
gujaf-419	104	5	focused	focus	VERB
gujaf-419	104	6	on	on	ADP
gujaf-419	104	7	the	the	DET
gujaf-419	104	8	mental	mental	ADJ
gujaf-419	104	9	decision	decision	NOUN
gujaf-419	104	10	making	make	VERB
gujaf-419	104	11	that	that	PRON
gujaf-419	104	12	is	be	AUX
gujaf-419	104	13	influenced	influence	VERB
gujaf-419	104	14	by	by	ADP
gujaf-419	104	15	investors	investor	NOUN
gujaf-419	104	16	’	'	PUNCT
gujaf-419	104	17	value	value	NOUN
gujaf-419	104	18	systems	system	NOUN
gujaf-419	104	19	.	.	PUNCT
gujaf-419	105	1	theory	theory	NOUN
gujaf-419	105	2	of	of	ADP
gujaf-419	105	3	prospect	prospect	PROPN
gujaf-419	105	4	variable	variable	NOUN
gujaf-419	105	5	described	describe	VERB
gujaf-419	105	6	some	some	PRON
gujaf-419	105	7	of	of	ADP
gujaf-419	105	8	the	the	DET
gujaf-419	105	9	effective	effective	ADJ
gujaf-419	105	10	mental	mental	ADJ
gujaf-419	105	11	conditions	condition	NOUN
gujaf-419	105	12	on	on	ADP
gujaf-419	105	13	the	the	DET
gujaf-419	105	14	decision	decision	NOUN
gujaf-419	105	15	-	-	PUNCT
gujaf-419	105	16	making	making	NOUN
gujaf-419	105	17	process	process	NOUN
gujaf-419	105	18	such	such	ADJ
gujaf-419	105	19	as	as	ADP
gujaf-419	105	20	mental	mental	ADJ
gujaf-419	105	21	accounting	accounting	NOUN
gujaf-419	105	22	(	(	PUNCT
gujaf-419	105	23	wawro	wawro	PROPN
gujaf-419	105	24	et	et	PROPN
gujaf-419	105	25	al	al	PROPN
gujaf-419	105	26	.	.	PROPN
gujaf-419	105	27	,	,	PUNCT
gujaf-419	105	28	2008	2008	NUM
gujaf-419	105	29	)	)	PUNCT
gujaf-419	105	30	.	.	PUNCT
gujaf-419	106	1	mental	mental	ADJ
gujaf-419	106	2	accounting	accounting	NOUN
gujaf-419	106	3	is	be	AUX
gujaf-419	106	4	a	a	DET
gujaf-419	106	5	term	term	NOUN
gujaf-419	106	6	referring	refer	VERB
gujaf-419	106	7	to	to	ADP
gujaf-419	106	8	the	the	DET
gujaf-419	106	9	process	process	NOUN
gujaf-419	106	10	by	by	ADP
gujaf-419	106	11	which	which	PRON
gujaf-419	106	12	people	people	NOUN
gujaf-419	106	13	think	think	VERB
gujaf-419	106	14	about	about	ADP
gujaf-419	106	15	and	and	CCONJ
gujaf-419	106	16	evaluate	evaluate	VERB
gujaf-419	106	17	their	their	PRON
gujaf-419	106	18	financial	financial	ADJ
gujaf-419	106	19	transactions	transaction	NOUN
gujaf-419	106	20	(	(	PUNCT
gujaf-419	106	21	barberis	barberis	PROPN
gujaf-419	106	22	&	&	CCONJ
gujaf-419	106	23	huang	huang	PROPN
gujaf-419	106	24	,	,	PUNCT
gujaf-419	106	25	2001	2001	NUM
gujaf-419	106	26	)	)	PUNCT
gujaf-419	106	27	.	.	PUNCT
gujaf-419	107	1	mental	mental	ADJ
gujaf-419	107	2	accounting	accounting	NOUN
gujaf-419	107	3	allows	allow	VERB
gujaf-419	107	4	investors	investor	NOUN
gujaf-419	107	5	to	to	PART
gujaf-419	107	6	organize	organize	VERB
gujaf-419	107	7	their	their	PRON
gujaf-419	107	8	portfolio	portfolio	NOUN
gujaf-419	107	9	into	into	ADP
gujaf-419	107	10	separate	separate	ADJ
gujaf-419	107	11	accounts	account	NOUN
gujaf-419	107	12	.	.	PUNCT
gujaf-419	108	1	therefore	therefore	ADV
gujaf-419	108	2	,	,	PUNCT
gujaf-419	108	3	mental	mental	ADJ
gujaf-419	108	4	accounting	accounting	NOUN
gujaf-419	108	5	has	have	VERB
gujaf-419	108	6	a	a	DET
gujaf-419	108	7	great	great	ADJ
gujaf-419	108	8	role	role	NOUN
gujaf-419	108	9	on	on	ADP
gujaf-419	108	10	investment	investment	NOUN
gujaf-419	108	11	performance	performance	NOUN
gujaf-419	108	12	.	.	PUNCT
gujaf-419	109	1	heuristics	heuristic	NOUN
gujaf-419	109	2	theory	theory	VERB
gujaf-419	109	3	this	this	DET
gujaf-419	109	4	research	research	NOUN
gujaf-419	109	5	was	be	AUX
gujaf-419	109	6	informed	inform	VERB
gujaf-419	109	7	by	by	ADP
gujaf-419	109	8	heuristic	heuristic	ADJ
gujaf-419	109	9	theory	theory	NOUN
gujaf-419	109	10	;	;	PUNCT
gujaf-419	109	11	it	it	PRON
gujaf-419	109	12	is	be	AUX
gujaf-419	109	13	a	a	DET
gujaf-419	109	14	tenet	tenet	NOUN
gujaf-419	109	15	,	,	PUNCT
gujaf-419	109	16	which	which	PRON
gujaf-419	109	17	an	an	DET
gujaf-419	109	18	individual	individual	ADJ
gujaf-419	109	19	use	use	NOUN
gujaf-419	109	20	in	in	ADP
gujaf-419	109	21	an	an	DET
gujaf-419	109	22	uncertain	uncertain	ADJ
gujaf-419	109	23	situation	situation	NOUN
gujaf-419	109	24	to	to	PART
gujaf-419	109	25	make	make	VERB
gujaf-419	109	26	decisions	decision	NOUN
gujaf-419	109	27	easy	easy	ADJ
gujaf-419	109	28	and	and	CCONJ
gujaf-419	109	29	resourceful	resourceful	ADJ
gujaf-419	109	30	(	(	PUNCT
gujaf-419	109	31	ritter	ritter	NOUN
gujaf-419	109	32	,	,	PUNCT
gujaf-419	109	33	2003	2003	NUM
gujaf-419	109	34	)	)	PUNCT
gujaf-419	109	35	.	.	PUNCT
gujaf-419	110	1	heuristics	heuristic	NOUN
gujaf-419	110	2	are	be	AUX
gujaf-419	110	3	simple	simple	ADJ
gujaf-419	110	4	efficient	efficient	ADJ
gujaf-419	110	5	rules	rule	NOUN
gujaf-419	110	6	of	of	ADP
gujaf-419	110	7	thumb	thumb	NOUN
gujaf-419	110	8	,	,	PUNCT
gujaf-419	110	9	which	which	PRON
gujaf-419	110	10	have	have	AUX
gujaf-419	110	11	been	be	AUX
gujaf-419	110	12	proposed	propose	VERB
gujaf-419	110	13	to	to	PART
gujaf-419	110	14	explain	explain	VERB
gujaf-419	110	15	how	how	SCONJ
gujaf-419	110	16	people	people	NOUN
gujaf-419	110	17	make	make	VERB
gujaf-419	110	18	decisions	decision	NOUN
gujaf-419	110	19	,	,	PUNCT
gujaf-419	110	20	come	come	VERB
gujaf-419	110	21	to	to	ADP
gujaf-419	110	22	judgment	judgment	NOUN
gujaf-419	110	23	and	and	CCONJ
gujaf-419	110	24	solve	solve	VERB
gujaf-419	110	25	problems	problem	NOUN
gujaf-419	110	26	,	,	PUNCT
gujaf-419	110	27	typically	typically	ADV
gujaf-419	110	28	when	when	SCONJ
gujaf-419	110	29	facing	face	VERB
gujaf-419	110	30	complex	complex	ADJ
gujaf-419	110	31	problems	problem	NOUN
gujaf-419	110	32	or	or	CCONJ
gujaf-419	110	33	incomplete	incomplete	ADJ
gujaf-419	110	34	information	information	NOUN
gujaf-419	110	35	.	.	PUNCT
gujaf-419	111	1	waweru	waweru	PROPN
gujaf-419	111	2	et	et	PROPN
gujaf-419	111	3	al	al	PROPN
gujaf-419	111	4	.	.	PROPN
gujaf-419	111	5	,	,	PUNCT
gujaf-419	111	6	(	(	PUNCT
gujaf-419	111	7	2008	2008	NUM
gujaf-419	111	8	)	)	PUNCT
gujaf-419	111	9	explains	explain	VERB
gujaf-419	111	10	,	,	PUNCT
gujaf-419	111	11	heuristics	heuristic	NOUN
gujaf-419	111	12	are	be	AUX
gujaf-419	111	13	quite	quite	ADV
gujaf-419	111	14	useful	useful	ADJ
gujaf-419	111	15	,	,	PUNCT
gujaf-419	111	16	particularly	particularly	ADV
gujaf-419	111	17	when	when	SCONJ
gujaf-419	111	18	time	time	NOUN
gujaf-419	111	19	is	be	AUX
gujaf-419	111	20	limited	limit	VERB
gujaf-419	111	21	or	or	CCONJ
gujaf-419	111	22	dealing	deal	VERB
gujaf-419	111	23	with	with	ADP
gujaf-419	111	24	situations	situation	NOUN
gujaf-419	111	25	relating	relate	VERB
gujaf-419	111	26	to	to	ADP
gujaf-419	111	27	overconfidence	overconfidence	NOUN
gujaf-419	111	28	bias	bias	NOUN
gujaf-419	111	29	on	on	ADP
gujaf-419	111	30	investment	investment	NOUN
gujaf-419	111	31	decision	decision	NOUN
gujaf-419	111	32	.	.	PUNCT
gujaf-419	112	1	rehan	rehan	PROPN
gujaf-419	112	2	et	et	PROPN
gujaf-419	112	3	al	al	PROPN
gujaf-419	112	4	.	.	PROPN
gujaf-419	113	1	(	(	PUNCT
gujaf-419	113	2	2021	2021	NUM
gujaf-419	113	3	)	)	PUNCT
gujaf-419	113	4	overconfidence	overconfidence	NOUN
gujaf-419	113	5	arises	arise	VERB
gujaf-419	113	6	when	when	SCONJ
gujaf-419	113	7	investors	investor	NOUN
gujaf-419	113	8	use	use	VERB
gujaf-419	113	9	their	their	PRON
gujaf-419	113	10	skills	skill	NOUN
gujaf-419	113	11	and	and	CCONJ
gujaf-419	113	12	knowledge	knowledge	NOUN
gujaf-419	113	13	to	to	PART
gujaf-419	113	14	make	make	VERB
gujaf-419	113	15	investment	investment	NOUN
gujaf-419	113	16	decision	decision	NOUN
gujaf-419	113	17	.	.	PUNCT
gujaf-419	114	1	thus	thus	ADV
gujaf-419	114	2	,	,	PUNCT
gujaf-419	114	3	investors	investor	NOUN
gujaf-419	114	4	overconfidence	overconfidence	NOUN
gujaf-419	114	5	can	can	AUX
gujaf-419	114	6	lead	lead	VERB
gujaf-419	114	7	to	to	PART
gujaf-419	114	8	achieved	achieved	VERB
gujaf-419	114	9	their	their	PRON
gujaf-419	114	10	objective	objective	NOUN
gujaf-419	114	11	.	.	PUNCT
gujaf-419	115	1	therefore	therefore	ADV
gujaf-419	115	2	,	,	PUNCT
gujaf-419	115	3	this	this	DET
gujaf-419	115	4	study	study	NOUN
gujaf-419	115	5	is	be	AUX
gujaf-419	115	6	underpinned	underpin	VERB
gujaf-419	115	7	by	by	ADP
gujaf-419	115	8	heuristic	heuristic	ADJ
gujaf-419	115	9	theory	theory	NOUN
gujaf-419	115	10	due	due	ADP
gujaf-419	115	11	to	to	ADP
gujaf-419	115	12	the	the	DET
gujaf-419	115	13	situation	situation	NOUN
gujaf-419	115	14	relating	relate	VERB
gujaf-419	115	15	to	to	ADP
gujaf-419	115	16	overconfidence	overconfidence	NOUN
gujaf-419	115	17	bias	bias	NOUN
gujaf-419	115	18	of	of	ADP
gujaf-419	115	19	investors	investor	NOUN
gujaf-419	115	20	and	and	CCONJ
gujaf-419	115	21	it	it	PRON
gujaf-419	115	22	impact	impact	NOUN
gujaf-419	115	23	of	of	ADP
gujaf-419	115	24	investment	investment	NOUN
gujaf-419	115	25	performance	performance	NOUN
gujaf-419	115	26	.	.	PUNCT
gujaf-419	116	1	gusau	gusau	ADJ
gujaf-419	116	2	journal	journal	PROPN
gujaf-419	116	3	of	of	ADP
gujaf-419	116	4	accounting	accounting	NOUN
gujaf-419	116	5	and	and	CCONJ
gujaf-419	116	6	finance	finance	NOUN
gujaf-419	116	7	,	,	PUNCT
gujaf-419	116	8	vol.6	vol.6	PROPN
gujaf-419	116	9	,	,	PUNCT
gujaf-419	116	10	issue	issue	NOUN
gujaf-419	116	11	2	2	NUM
gujaf-419	116	12	,	,	PUNCT
gujaf-419	116	13	april	april	PROPN
gujaf-419	116	14	,	,	PUNCT
gujaf-419	116	15	2025	2025	NUM
gujaf-419	116	16	115	115	NUM
gujaf-419	116	17	3.0	3.0	NUM
gujaf-419	116	18	methodology	methodology	NOUN
gujaf-419	116	19	ex	ex	NOUN
gujaf-419	116	20	-	-	ADJ
gujaf-419	116	21	post	post	ADJ
gujaf-419	116	22	facto	facto	X
gujaf-419	116	23	research	research	NOUN
gujaf-419	116	24	design	design	NOUN
gujaf-419	116	25	is	be	AUX
gujaf-419	116	26	adopted	adopt	VERB
gujaf-419	116	27	for	for	ADP
gujaf-419	116	28	this	this	DET
gujaf-419	116	29	study	study	NOUN
gujaf-419	116	30	because	because	SCONJ
gujaf-419	116	31	the	the	DET
gujaf-419	116	32	study	study	NOUN
gujaf-419	116	33	uses	use	VERB
gujaf-419	116	34	panel	panel	NOUN
gujaf-419	116	35	data	datum	NOUN
gujaf-419	116	36	research	research	NOUN
gujaf-419	116	37	and	and	CCONJ
gujaf-419	116	38	a	a	DET
gujaf-419	116	39	cross	cross	ADJ
gujaf-419	116	40	-	-	ADJ
gujaf-419	116	41	sectional	sectional	ADJ
gujaf-419	116	42	study	study	NOUN
gujaf-419	116	43	that	that	PRON
gujaf-419	116	44	involve	involve	VERB
gujaf-419	116	45	the	the	DET
gujaf-419	116	46	use	use	NOUN
gujaf-419	116	47	of	of	ADP
gujaf-419	116	48	historical	historical	ADJ
gujaf-419	116	49	data	datum	NOUN
gujaf-419	116	50	.	.	PUNCT
gujaf-419	117	1	the	the	DET
gujaf-419	117	2	population	population	NOUN
gujaf-419	117	3	of	of	ADP
gujaf-419	117	4	this	this	DET
gujaf-419	117	5	study	study	NOUN
gujaf-419	117	6	consist	consist	VERB
gujaf-419	117	7	of	of	ADP
gujaf-419	117	8	fourteen	fourteen	NUM
gujaf-419	117	9	(	(	PUNCT
gujaf-419	117	10	14	14	NUM
gujaf-419	117	11	)	)	PUNCT
gujaf-419	117	12	,	,	PUNCT
gujaf-419	117	13	while	while	SCONJ
gujaf-419	117	14	the	the	DET
gujaf-419	117	15	sample	sample	NOUN
gujaf-419	117	16	size	size	NOUN
gujaf-419	117	17	is	be	AUX
gujaf-419	117	18	eight	eight	NUM
gujaf-419	117	19	(	(	PUNCT
gujaf-419	117	20	8)	8)	NUM
gujaf-419	117	21	deposit	deposit	NOUN
gujaf-419	117	22	money	money	NOUN
gujaf-419	117	23	banks	bank	NOUN
gujaf-419	117	24	in	in	ADP
gujaf-419	117	25	nigeria	nigeria	PROPN
gujaf-419	117	26	that	that	PRON
gujaf-419	117	27	paid	pay	VERB
gujaf-419	117	28	annual	annual	ADJ
gujaf-419	117	29	dividend	dividend	NOUN
gujaf-419	117	30	from	from	ADP
gujaf-419	117	31	2013	2013	NUM
gujaf-419	117	32	to	to	ADP
gujaf-419	117	33	2022	2022	NUM
gujaf-419	117	34	.	.	PUNCT
gujaf-419	118	1	a	a	DET
gujaf-419	118	2	secondary	secondary	ADJ
gujaf-419	118	3	source	source	NOUN
gujaf-419	118	4	of	of	ADP
gujaf-419	118	5	data	datum	NOUN
gujaf-419	118	6	was	be	AUX
gujaf-419	118	7	collected	collect	VERB
gujaf-419	118	8	through	through	ADP
gujaf-419	118	9	the	the	DET
gujaf-419	118	10	published	publish	VERB
gujaf-419	118	11	monthly	monthly	ADJ
gujaf-419	118	12	share	share	NOUN
gujaf-419	118	13	market	market	NOUN
gujaf-419	118	14	reports	report	NOUN
gujaf-419	118	15	from	from	ADP
gujaf-419	118	16	the	the	DET
gujaf-419	118	17	nigeria	nigeria	PROPN
gujaf-419	118	18	stock	stock	NOUN
gujaf-419	118	19	market	market	NOUN
gujaf-419	118	20	and	and	CCONJ
gujaf-419	118	21	annual	annual	ADJ
gujaf-419	118	22	financial	financial	ADJ
gujaf-419	118	23	report	report	NOUN
gujaf-419	118	24	of	of	ADP
gujaf-419	118	25	the	the	DET
gujaf-419	118	26	study	study	PROPN
gujaf-419	118	27	dmb	dmb	PROPN
gujaf-419	118	28	’s	’s	X
gujaf-419	118	29	in	in	ADP
gujaf-419	118	30	nigeria	nigeria	PROPN
gujaf-419	118	31	2023	2023	NUM
gujaf-419	118	32	to	to	ADP
gujaf-419	118	33	2022	2022	NUM
gujaf-419	118	34	.	.	PUNCT
gujaf-419	119	1	the	the	DET
gujaf-419	119	2	census	census	NOUN
gujaf-419	119	3	sampling	sample	VERB
gujaf-419	119	4	technique	technique	NOUN
gujaf-419	119	5	was	be	AUX
gujaf-419	119	6	adopted	adopt	VERB
gujaf-419	119	7	in	in	ADP
gujaf-419	119	8	the	the	DET
gujaf-419	119	9	study	study	NOUN
gujaf-419	119	10	.	.	PUNCT
gujaf-419	120	1	multiple	multiple	ADJ
gujaf-419	120	2	regressions	regression	NOUN
gujaf-419	120	3	model	model	NOUN
gujaf-419	120	4	is	be	AUX
gujaf-419	120	5	used	use	VERB
gujaf-419	120	6	to	to	ADP
gujaf-419	120	7	analyzing	analyze	VERB
gujaf-419	120	8	the	the	DET
gujaf-419	120	9	extracted	extract	VERB
gujaf-419	120	10	panel	panel	NOUN
gujaf-419	120	11	data	datum	NOUN
gujaf-419	120	12	and	and	CCONJ
gujaf-419	120	13	a	a	DET
gujaf-419	120	14	post	post	NOUN
gujaf-419	120	15	estimation	estimation	NOUN
gujaf-419	120	16	tests	test	NOUN
gujaf-419	120	17	such	such	ADJ
gujaf-419	120	18	as	as	ADP
gujaf-419	120	19	multicolinearity	multicolinearity	NOUN
gujaf-419	120	20	and	and	CCONJ
gujaf-419	120	21	heteroskedasticitywas	heteroskedasticitywa	VERB
gujaf-419	120	22	usedto	usedto	PROPN
gujaf-419	120	23	ensure	ensure	VERB
gujaf-419	120	24	the	the	DET
gujaf-419	120	25	fitness	fitness	NOUN
gujaf-419	120	26	of	of	ADP
gujaf-419	120	27	the	the	DET
gujaf-419	120	28	selected	select	VERB
gujaf-419	120	29	model	model	NOUN
gujaf-419	120	30	.	.	PUNCT
gujaf-419	121	1	therefore	therefore	ADV
gujaf-419	121	2	,	,	PUNCT
gujaf-419	121	3	ols	ol	NOUN
gujaf-419	121	4	regression	regression	NOUN
gujaf-419	121	5	is	be	AUX
gujaf-419	121	6	the	the	DET
gujaf-419	121	7	most	most	ADV
gujaf-419	121	8	appropriate	appropriate	ADJ
gujaf-419	121	9	model	model	NOUN
gujaf-419	121	10	for	for	ADP
gujaf-419	121	11	the	the	DET
gujaf-419	121	12	study	study	NOUN
gujaf-419	121	13	.	.	PUNCT
gujaf-419	122	1	the	the	DET
gujaf-419	122	2	model	model	NOUN
gujaf-419	122	3	encapsulates	encapsulate	VERB
gujaf-419	122	4	the	the	DET
gujaf-419	122	5	contribution	contribution	NOUN
gujaf-419	122	6	of	of	ADP
gujaf-419	122	7	mental	mental	ADJ
gujaf-419	122	8	accounting	accounting	NOUN
gujaf-419	122	9	and	and	CCONJ
gujaf-419	122	10	overconfidence	overconfidence	NOUN
gujaf-419	122	11	on	on	ADP
gujaf-419	122	12	investment	investment	NOUN
gujaf-419	122	13	performance	performance	NOUN
gujaf-419	122	14	in	in	ADP
gujaf-419	122	15	nigeria	nigeria	PROPN
gujaf-419	122	16	.	.	PUNCT
gujaf-419	123	1	ipit=	ipit=	VERB
gujaf-419	123	2	β0it+β1mait+	β0it+β1mait+	X
gujaf-419	123	3	β2ocit	β2ocit	NOUN
gujaf-419	123	4	+	+	CCONJ
gujaf-419	123	5	β3dpsit	β3dpsit	PROPN
gujaf-419	124	1	+	+	NOUN
gujaf-419	124	2	εit	εit	NOUN
gujaf-419	124	3	-----------------------------------------------------------i	-----------------------------------------------------------i	PUNCT
gujaf-419	124	4	where	where	SCONJ
gujaf-419	124	5	:	:	PUNCT
gujaf-419	124	6	ip=	ip=	ADJ
gujaf-419	124	7	investment	investment	NOUN
gujaf-419	124	8	performance	performance	NOUN
gujaf-419	124	9	proxy	proxy	NOUN
gujaf-419	124	10	by	by	ADP
gujaf-419	124	11	roe	roe	NOUN
gujaf-419	124	12	and	and	CCONJ
gujaf-419	124	13	measure	measure	NOUN
gujaf-419	124	14	by	by	ADP
gujaf-419	124	15	profit	profit	NOUN
gujaf-419	124	16	before	before	ADP
gujaf-419	124	17	tax	tax	NOUN
gujaf-419	124	18	to	to	ADP
gujaf-419	124	19	shareholder	shareholder	NOUN
gujaf-419	124	20	funds	fund	NOUN
gujaf-419	124	21	ma	ma	PROPN
gujaf-419	124	22	=	=	PROPN
gujaf-419	124	23	mental	mental	ADJ
gujaf-419	124	24	accounting	accounting	NOUN
gujaf-419	124	25	:	:	PUNCT
gujaf-419	124	26	is	be	AUX
gujaf-419	124	27	measured	measure	VERB
gujaf-419	124	28	by	by	ADP
gujaf-419	124	29	natural	natural	ADJ
gujaf-419	124	30	logarithms	logarithm	NOUN
gujaf-419	124	31	of	of	ADP
gujaf-419	124	32	price	price	NOUN
gujaf-419	124	33	-	-	PUNCT
gujaf-419	124	34	dividend	dividend	NOUN
gujaf-419	124	35	ratio	ratio	NOUN
gujaf-419	124	36	.	.	PUNCT
gujaf-419	125	1	pricedividend	pricedividend	NOUN
gujaf-419	125	2	ratio	ratio	NOUN
gujaf-419	125	3	is	be	AUX
gujaf-419	125	4	financial	financial	ADJ
gujaf-419	125	5	ratio	ratio	NOUN
gujaf-419	125	6	that	that	PRON
gujaf-419	125	7	indicates	indicate	VERB
gujaf-419	125	8	how	how	SCONJ
gujaf-419	125	9	much	much	ADJ
gujaf-419	125	10	a	a	DET
gujaf-419	125	11	company	company	NOUN
gujaf-419	125	12	pays	pay	VERB
gujaf-419	125	13	out	out	ADP
gujaf-419	125	14	in	in	ADP
gujaf-419	125	15	dividends	dividend	NOUN
gujaf-419	125	16	each	each	DET
gujaf-419	125	17	year	year	NOUN
gujaf-419	125	18	relative	relative	ADJ
gujaf-419	125	19	to	to	ADP
gujaf-419	125	20	its	its	PRON
gujaf-419	125	21	share	share	NOUN
gujaf-419	125	22	price	price	NOUN
gujaf-419	125	23	(	(	PUNCT
gujaf-419	125	24	cherono	cherono	NOUN
gujaf-419	125	25	,	,	PUNCT
gujaf-419	125	26	2020	2020	NUM
gujaf-419	125	27	)	)	PUNCT
gujaf-419	125	28	.	.	PUNCT
gujaf-419	126	1	the	the	DET
gujaf-419	126	2	formula	formula	NOUN
gujaf-419	126	3	was	be	AUX
gujaf-419	126	4	as	as	SCONJ
gujaf-419	126	5	follows	follow	VERB
gujaf-419	126	6	:	:	PUNCT
gujaf-419	126	7	p0	p0	NOUN
gujaf-419	126	8	=	=	PUNCT
gujaf-419	126	9	k	k	PROPN
gujaf-419	126	10	d1	d1	PROPN
gujaf-419	126	11	where	where	SCONJ
gujaf-419	126	12	:	:	PUNCT
gujaf-419	126	13	p0	p0	NOUN
gujaf-419	126	14	=	=	PUNCT
gujaf-419	126	15	the	the	DET
gujaf-419	126	16	price	price	NOUN
gujaf-419	126	17	of	of	ADP
gujaf-419	126	18	stock	stock	NOUN
gujaf-419	126	19	d1	d1	PROPN
gujaf-419	126	20	=	=	PUNCT
gujaf-419	126	21	the	the	DET
gujaf-419	126	22	dividend	dividend	NOUN
gujaf-419	126	23	paid	pay	VERB
gujaf-419	126	24	that	that	DET
gujaf-419	126	25	year	year	NOUN
gujaf-419	126	26	and	and	CCONJ
gujaf-419	126	27	k	k	PROPN
gujaf-419	126	28	is	be	AUX
gujaf-419	126	29	the	the	DET
gujaf-419	126	30	price	price	NOUN
gujaf-419	126	31	dividend	dividend	NOUN
gujaf-419	126	32	ratio	ratio	NOUN
gujaf-419	126	33	.	.	PUNCT
gujaf-419	127	1	a	a	DET
gujaf-419	127	2	stock	stock	NOUN
gujaf-419	127	3	with	with	ADP
gujaf-419	127	4	a	a	DET
gujaf-419	127	5	high	high	ADJ
gujaf-419	127	6	price	price	NOUN
gujaf-419	127	7	-	-	PUNCT
gujaf-419	127	8	dividend	dividend	NOUN
gujaf-419	127	9	ratio	ratio	NOUN
gujaf-419	127	10	i.e.	i.e.	X
gujaf-419	127	11	a	a	DET
gujaf-419	127	12	growth	growth	NOUN
gujaf-419	127	13	stock	stock	NOUN
gujaf-419	127	14	was	be	AUX
gujaf-419	127	15	often	often	ADV
gujaf-419	127	16	one	one	NUM
gujaf-419	127	17	that	that	PRON
gujaf-419	127	18	has	have	AUX
gujaf-419	127	19	done	do	VERB
gujaf-419	127	20	well	well	ADV
gujaf-419	127	21	in	in	ADP
gujaf-419	127	22	the	the	DET
gujaf-419	127	23	past	past	NOUN
gujaf-419	127	24	,	,	PUNCT
gujaf-419	127	25	accumulating	accumulate	VERB
gujaf-419	127	26	prior	prior	ADJ
gujaf-419	127	27	gains	gain	NOUN
gujaf-419	127	28	for	for	ADP
gujaf-419	127	29	the	the	DET
gujaf-419	127	30	investor	investor	NOUN
gujaf-419	127	31	,	,	PUNCT
gujaf-419	127	32	who	who	PRON
gujaf-419	127	33	then	then	ADV
gujaf-419	127	34	views	view	VERB
gujaf-419	127	35	it	it	PRON
gujaf-419	127	36	as	as	ADP
gujaf-419	127	37	less	less	ADV
gujaf-419	127	38	risky	risky	ADJ
gujaf-419	127	39	and	and	CCONJ
gujaf-419	127	40	requires	require	VERB
gujaf-419	127	41	a	a	DET
gujaf-419	127	42	lower	low	ADJ
gujaf-419	127	43	average	average	ADJ
gujaf-419	127	44	return	return	NOUN
gujaf-419	127	45	.	.	PUNCT
gujaf-419	128	1	a	a	DET
gujaf-419	128	2	stock	stock	NOUN
gujaf-419	128	3	with	with	ADP
gujaf-419	128	4	a	a	DET
gujaf-419	128	5	low	low	ADJ
gujaf-419	128	6	price	price	NOUN
gujaf-419	128	7	-	-	PUNCT
gujaf-419	128	8	dividend	dividend	NOUN
gujaf-419	128	9	ratio	ratio	NOUN
gujaf-419	128	10	was	be	AUX
gujaf-419	128	11	a	a	DET
gujaf-419	128	12	value	value	NOUN
gujaf-419	128	13	stock	stock	NOUN
gujaf-419	128	14	had	have	AUX
gujaf-419	128	15	often	often	ADV
gujaf-419	128	16	had	have	VERB
gujaf-419	128	17	dismal	dismal	ADJ
gujaf-419	128	18	prior	prior	ADJ
gujaf-419	128	19	performance	performance	NOUN
gujaf-419	128	20	,	,	PUNCT
gujaf-419	128	21	burning	burn	VERB
gujaf-419	128	22	the	the	DET
gujaf-419	128	23	investor	investor	NOUN
gujaf-419	128	24	,	,	PUNCT
gujaf-419	128	25	who	who	PRON
gujaf-419	128	26	now	now	ADV
gujaf-419	128	27	views	view	VERB
gujaf-419	128	28	it	it	PRON
gujaf-419	128	29	as	as	ADP
gujaf-419	128	30	riskier	risky	ADJ
gujaf-419	128	31	,	,	PUNCT
gujaf-419	128	32	and	and	CCONJ
gujaf-419	128	33	required	require	VERB
gujaf-419	128	34	a	a	DET
gujaf-419	128	35	higher	high	ADJ
gujaf-419	128	36	average	average	ADJ
gujaf-419	128	37	return	return	NOUN
gujaf-419	128	38	.	.	PUNCT
gujaf-419	129	1	oc=	oc=	ADJ
gujaf-419	129	2	overconfidence	overconfidence	NOUN
gujaf-419	129	3	is	be	AUX
gujaf-419	129	4	measured	measure	VERB
gujaf-419	129	5	by	by	ADP
gujaf-419	129	6	natural	natural	ADJ
gujaf-419	129	7	logarithms	logarithm	NOUN
gujaf-419	129	8	of	of	ADP
gujaf-419	129	9	monthly	monthly	ADJ
gujaf-419	129	10	trading	trading	NOUN
gujaf-419	129	11	volume	volume	NOUN
gujaf-419	129	12	to	to	PART
gujaf-419	129	13	ascertain	ascertain	VERB
gujaf-419	129	14	turnover	turnover	NOUN
gujaf-419	129	15	.	.	PUNCT
gujaf-419	130	1	turnover	turnover	NOUN
gujaf-419	130	2	rate	rate	NOUN
gujaf-419	130	3	will	will	AUX
gujaf-419	130	4	be	be	AUX
gujaf-419	130	5	used	use	VERB
gujaf-419	130	6	as	as	ADP
gujaf-419	130	7	a	a	DET
gujaf-419	130	8	measure	measure	NOUN
gujaf-419	130	9	of	of	ADP
gujaf-419	130	10	volume	volume	NOUN
gujaf-419	130	11	of	of	ADP
gujaf-419	130	12	transactions	transaction	NOUN
gujaf-419	130	13	(	(	PUNCT
gujaf-419	130	14	adel	adel	PROPN
gujaf-419	130	15	&	&	CCONJ
gujaf-419	130	16	mariem	mariem	PROPN
gujaf-419	130	17	,	,	PUNCT
gujaf-419	130	18	2021	2021	NUM
gujaf-419	130	19	)	)	PUNCT
gujaf-419	130	20	.	.	PUNCT
gujaf-419	131	1	the	the	DET
gujaf-419	131	2	trading	trading	NOUN
gujaf-419	131	3	volume	volume	NOUN
gujaf-419	131	4	is	be	AUX
gujaf-419	131	5	measured	measure	VERB
gujaf-419	131	6	by	by	ADP
gujaf-419	131	7	turnover	turnover	NOUN
gujaf-419	131	8	as	as	SCONJ
gujaf-419	131	9	follows	follow	VERB
gujaf-419	131	10	:	:	PUNCT
gujaf-419	131	11	nit	nit	PROPN
gujaf-419	131	12	nit	nit	NOUN
gujaf-419	131	13	where	where	SCONJ
gujaf-419	131	14	nit	nit	PROPN
gujaf-419	131	15	is	be	AUX
gujaf-419	131	16	the	the	DET
gujaf-419	131	17	number	number	NOUN
gujaf-419	131	18	of	of	ADP
gujaf-419	131	19	shares	share	NOUN
gujaf-419	131	20	traded	trade	VERB
gujaf-419	131	21	shares	share	NOUN
gujaf-419	132	1	i	i	PRON
gujaf-419	132	2	(	(	PUNCT
gujaf-419	132	3	volume	volume	NOUN
gujaf-419	132	4	traded	trade	VERB
gujaf-419	132	5	at	at	ADP
gujaf-419	132	6	end	end	NOUN
gujaf-419	132	7	of	of	ADP
gujaf-419	132	8	the	the	DET
gujaf-419	132	9	month	month	NOUN
gujaf-419	132	10	)	)	PUNCT
gujaf-419	132	11	;	;	PUNCT
gujaf-419	132	12	nit	nit	PROPN
gujaf-419	132	13	is	be	AUX
gujaf-419	132	14	the	the	DET
gujaf-419	132	15	number	number	NOUN
gujaf-419	132	16	of	of	ADP
gujaf-419	132	17	exchanges	exchange	NOUN
gujaf-419	132	18	of	of	ADP
gujaf-419	132	19	shares	share	NOUN
gujaf-419	132	20	i	i	PRON
gujaf-419	132	21	(	(	PUNCT
gujaf-419	132	22	number	number	NOUN
gujaf-419	132	23	of	of	ADP
gujaf-419	132	24	deals	deal	NOUN
gujaf-419	132	25	daily	daily	ADV
gujaf-419	132	26	)	)	PUNCT
gujaf-419	132	27	;	;	PUNCT
gujaf-419	132	28	t	t	PROPN
gujaf-419	132	29	is	be	AUX
gujaf-419	132	30	time	time	NOUN
gujaf-419	132	31	;	;	PUNCT
gujaf-419	132	32	i	i	PRON
gujaf-419	132	33	is	be	AUX
gujaf-419	132	34	listed	list	VERB
gujaf-419	132	35	company	company	NOUN
gujaf-419	132	36	.	.	PUNCT
gujaf-419	133	1	excessive	excessive	ADJ
gujaf-419	133	2	trading	trading	NOUN
gujaf-419	133	3	of	of	ADP
gujaf-419	133	4	shares	share	NOUN
gujaf-419	133	5	on	on	ADP
gujaf-419	133	6	investor	investor	NOUN
gujaf-419	133	7	confidence	confidence	NOUN
gujaf-419	133	8	contributes	contribute	VERB
gujaf-419	133	9	to	to	ADP
gujaf-419	133	10	excessive	excessive	ADJ
gujaf-419	133	11	volatility	volatility	NOUN
gujaf-419	133	12	.	.	PUNCT
gujaf-419	134	1	control	control	NOUN
gujaf-419	134	2	variables	variable	VERB
gujaf-419	134	3	dp=	dp=	PROPN
gujaf-419	134	4	dividend	dividend	NOUN
gujaf-419	134	5	policy	policy	NOUN
gujaf-419	134	6	measure	measure	NOUN
gujaf-419	134	7	as	as	ADP
gujaf-419	134	8	dividend	dividend	NOUN
gujaf-419	134	9	per	per	ADP
gujaf-419	134	10	share	share	NOUN
gujaf-419	134	11	4.0	4.0	NUM
gujaf-419	134	12	results	result	NOUN
gujaf-419	134	13	and	and	CCONJ
gujaf-419	134	14	discussion	discussion	NOUN
gujaf-419	134	15	descriptive	descriptive	ADJ
gujaf-419	134	16	statistics	statistic	NOUN
gujaf-419	134	17	table	table	NOUN
gujaf-419	134	18	1	1	NUM
gujaf-419	134	19	:	:	PUNCT
gujaf-419	134	20	summary	summary	NOUN
gujaf-419	134	21	of	of	ADP
gujaf-419	134	22	descriptive	descriptive	ADJ
gujaf-419	134	23	statistics	statistic	NOUN
gujaf-419	134	24	gusau	gusau	PROPN
gujaf-419	134	25	journal	journal	PROPN
gujaf-419	134	26	of	of	ADP
gujaf-419	134	27	accounting	accounting	NOUN
gujaf-419	134	28	and	and	CCONJ
gujaf-419	134	29	finance	finance	NOUN
gujaf-419	134	30	,	,	PUNCT
gujaf-419	134	31	vol.6	vol.6	PROPN
gujaf-419	134	32	,	,	PUNCT
gujaf-419	134	33	issue	issue	NOUN
gujaf-419	134	34	2	2	NUM
gujaf-419	134	35	,	,	PUNCT
gujaf-419	134	36	april	april	PROPN
gujaf-419	134	37	,	,	PUNCT
gujaf-419	134	38	2025	2025	NUM
gujaf-419	134	39	116	116	NUM
gujaf-419	134	40	variable	variable	ADJ
gujaf-419	134	41	obs	obs	NOUN
gujaf-419	134	42	mean	mean	VERB
gujaf-419	134	43	std.dev	std.dev	PROPN
gujaf-419	134	44	.	.	PUNCT
gujaf-419	135	1	min	min	PROPN
gujaf-419	135	2	max	max	PROPN
gujaf-419	135	3	ip	ip	VERB
gujaf-419	135	4	960	960	NUM
gujaf-419	135	5	0.1482	0.1482	NUM
gujaf-419	135	6	0.0833	0.0833	NUM
gujaf-419	135	7	-0.0842	-0.0842	NOUN
gujaf-419	135	8	0.3208	0.3208	NUM
gujaf-419	135	9	ma	ma	PROPN
gujaf-419	135	10	960	960	NUM
gujaf-419	135	11	1.2513	1.2513	NUM
gujaf-419	135	12	0.3692	0.3692	NUM
gujaf-419	135	13	0.67	0.67	NUM
gujaf-419	135	14	2.941	2.941	NUM
gujaf-419	135	15	oc	oc	PROPN
gujaf-419	135	16	960	960	NUM
gujaf-419	135	17	1.0427	1.0427	NUM
gujaf-419	135	18	0.0418	0.0418	NUM
gujaf-419	135	19	0.758	0.758	NUM
gujaf-419	135	20	1.166	1.166	NUM
gujaf-419	135	21	dps	dps	NOUN
gujaf-419	135	22	960	960	NUM
gujaf-419	135	23	0.8685	0.8685	NUM
gujaf-419	135	24	0.89941	0.89941	NUM
gujaf-419	135	25	0.05	0.05	NUM
gujaf-419	135	26	3.6	3.6	NUM
gujaf-419	135	27	source	source	NOUN
gujaf-419	135	28	:	:	PUNCT
gujaf-419	135	29	stata	stata	VERB
gujaf-419	135	30	13	13	NUM
gujaf-419	135	31	result	result	NOUN
gujaf-419	135	32	.	.	PUNCT
gujaf-419	136	1	table	table	NOUN
gujaf-419	136	2	1	1	NUM
gujaf-419	136	3	summarized	summarize	VERB
gujaf-419	136	4	the	the	DET
gujaf-419	136	5	descriptive	descriptive	ADJ
gujaf-419	136	6	statistics	statistic	NOUN
gujaf-419	136	7	of	of	ADP
gujaf-419	136	8	the	the	DET
gujaf-419	136	9	average	average	ADJ
gujaf-419	136	10	investment	investment	NOUN
gujaf-419	136	11	performance	performance	NOUN
gujaf-419	136	12	(	(	PUNCT
gujaf-419	136	13	roe	roe	NOUN
gujaf-419	136	14	)	)	PUNCT
gujaf-419	136	15	)	)	PUNCT
gujaf-419	136	16	.	.	PUNCT
gujaf-419	137	1	total	total	ADJ
gujaf-419	137	2	observation	observation	NOUN
gujaf-419	137	3	of	of	ADP
gujaf-419	137	4	cross	cross	ADJ
gujaf-419	137	5	-	-	ADJ
gujaf-419	137	6	sectional	sectional	ADJ
gujaf-419	137	7	investment	investment	NOUN
gujaf-419	137	8	performance	performance	NOUN
gujaf-419	137	9	,	,	PUNCT
gujaf-419	137	10	mental	mental	ADJ
gujaf-419	137	11	accounting	accounting	NOUN
gujaf-419	137	12	and	and	CCONJ
gujaf-419	137	13	overconfidence	overconfidence	NOUN
gujaf-419	137	14	is	be	AUX
gujaf-419	137	15	960	960	NUM
gujaf-419	137	16	.	.	PUNCT
gujaf-419	138	1	the	the	DET
gujaf-419	138	2	average	average	ADJ
gujaf-419	138	3	returns	return	NOUN
gujaf-419	138	4	of	of	ADP
gujaf-419	138	5	investment	investment	NOUN
gujaf-419	138	6	performance	performance	NOUN
gujaf-419	138	7	for	for	ADP
gujaf-419	138	8	deposit	deposit	NOUN
gujaf-419	138	9	money	money	NOUN
gujaf-419	138	10	banks	bank	NOUN
gujaf-419	138	11	in	in	ADP
gujaf-419	138	12	nigeria	nigeria	PROPN
gujaf-419	138	13	was	be	AUX
gujaf-419	138	14	0.142	0.142	NUM
gujaf-419	138	15	,	,	PUNCT
gujaf-419	138	16	this	this	PRON
gujaf-419	138	17	indicate	indicate	VERB
gujaf-419	138	18	that	that	SCONJ
gujaf-419	138	19	the	the	DET
gujaf-419	138	20	study	study	NOUN
gujaf-419	138	21	banks	bank	NOUN
gujaf-419	138	22	have	have	VERB
gujaf-419	138	23	an	an	DET
gujaf-419	138	24	average	average	ADJ
gujaf-419	138	25	return	return	NOUN
gujaf-419	138	26	varies	vary	VERB
gujaf-419	138	27	due	due	ADJ
gujaf-419	138	28	to	to	ADP
gujaf-419	138	29	value	value	NOUN
gujaf-419	138	30	of	of	ADP
gujaf-419	138	31	standard	standard	ADJ
gujaf-419	138	32	deviation	deviation	NOUN
gujaf-419	138	33	of	of	ADP
gujaf-419	138	34	0.033	0.033	NUM
gujaf-419	138	35	which	which	PRON
gujaf-419	138	36	is	be	AUX
gujaf-419	138	37	high	high	ADJ
gujaf-419	138	38	.	.	PUNCT
gujaf-419	139	1	the	the	DET
gujaf-419	139	2	minimum	minimum	ADJ
gujaf-419	139	3	and	and	CCONJ
gujaf-419	139	4	maximum	maximum	ADJ
gujaf-419	139	5	value	value	NOUN
gujaf-419	139	6	of	of	ADP
gujaf-419	139	7	returns	return	NOUN
gujaf-419	139	8	are	be	AUX
gujaf-419	139	9	-0.0842	-0.0842	NOUN
gujaf-419	139	10	and	and	CCONJ
gujaf-419	139	11	0.3208	0.3208	NUM
gujaf-419	139	12	respectively	respectively	ADV
gujaf-419	139	13	.	.	PUNCT
gujaf-419	140	1	mental	mental	ADJ
gujaf-419	140	2	accounting	accounting	NOUN
gujaf-419	140	3	showed	show	VERB
gujaf-419	140	4	the	the	DET
gujaf-419	140	5	average	average	ADJ
gujaf-419	140	6	mean	mean	NOUN
gujaf-419	140	7	value	value	NOUN
gujaf-419	140	8	of	of	ADP
gujaf-419	140	9	1.2513	1.2513	NUM
gujaf-419	140	10	,	,	PUNCT
gujaf-419	140	11	the	the	DET
gujaf-419	140	12	minimum	minimum	ADJ
gujaf-419	140	13	value	value	NOUN
gujaf-419	140	14	is	be	AUX
gujaf-419	140	15	0.67	0.67	NUM
gujaf-419	140	16	,	,	PUNCT
gujaf-419	140	17	maximum	maximum	ADJ
gujaf-419	140	18	value	value	NOUN
gujaf-419	140	19	is	be	AUX
gujaf-419	140	20	2941	2941	NUM
gujaf-419	140	21	,	,	PUNCT
gujaf-419	140	22	while	while	SCONJ
gujaf-419	140	23	the	the	DET
gujaf-419	140	24	standard	standard	ADJ
gujaf-419	140	25	deviation	deviation	NOUN
gujaf-419	140	26	is	be	AUX
gujaf-419	140	27	0.3692	0.3692	NUM
gujaf-419	140	28	.	.	PUNCT
gujaf-419	141	1	furthermore	furthermore	ADV
gujaf-419	141	2	,	,	PUNCT
gujaf-419	141	3	overconfidence	overconfidence	NOUN
gujaf-419	141	4	revealed	reveal	VERB
gujaf-419	141	5	a	a	DET
gujaf-419	141	6	minimum	minimum	ADJ
gujaf-419	141	7	value	value	NOUN
gujaf-419	141	8	of	of	ADP
gujaf-419	141	9	0.758	0.758	NUM
gujaf-419	141	10	and	and	CCONJ
gujaf-419	141	11	maximum	maximum	ADJ
gujaf-419	141	12	value	value	NOUN
gujaf-419	141	13	of	of	ADP
gujaf-419	141	14	1.166	1.166	NUM
gujaf-419	141	15	,	,	PUNCT
gujaf-419	141	16	the	the	DET
gujaf-419	141	17	average	average	ADJ
gujaf-419	141	18	mean	mean	NOUN
gujaf-419	141	19	value	value	NOUN
gujaf-419	141	20	is	be	AUX
gujaf-419	141	21	1.0427	1.0427	NUM
gujaf-419	141	22	with	with	ADP
gujaf-419	141	23	the	the	DET
gujaf-419	141	24	standard	standard	ADJ
gujaf-419	141	25	deviation	deviation	NOUN
gujaf-419	141	26	of	of	ADP
gujaf-419	141	27	0.0418	0.0418	NUM
gujaf-419	141	28	.	.	PUNCT
gujaf-419	142	1	finally	finally	ADV
gujaf-419	142	2	,	,	PUNCT
gujaf-419	142	3	the	the	DET
gujaf-419	142	4	minimum	minimum	ADJ
gujaf-419	142	5	and	and	CCONJ
gujaf-419	142	6	maximum	maximum	ADJ
gujaf-419	142	7	value	value	NOUN
gujaf-419	142	8	of	of	ADP
gujaf-419	142	9	dividend	dividend	NOUN
gujaf-419	142	10	per	per	ADP
gujaf-419	142	11	share	share	NOUN
gujaf-419	142	12	revealed	reveal	VERB
gujaf-419	142	13	to	to	PART
gujaf-419	142	14	be	be	AUX
gujaf-419	142	15	0.05	0.05	NUM
gujaf-419	142	16	and	and	CCONJ
gujaf-419	142	17	3.6	3.6	NUM
gujaf-419	142	18	respectively	respectively	ADV
gujaf-419	142	19	while	while	SCONJ
gujaf-419	142	20	the	the	DET
gujaf-419	142	21	mean	mean	ADJ
gujaf-419	142	22	value	value	NOUN
gujaf-419	142	23	reflect	reflect	VERB
gujaf-419	142	24	a	a	DET
gujaf-419	142	25	value	value	NOUN
gujaf-419	142	26	of	of	ADP
gujaf-419	142	27	0.865	0.865	NUM
gujaf-419	142	28	and	and	CCONJ
gujaf-419	142	29	the	the	DET
gujaf-419	142	30	standard	standard	ADJ
gujaf-419	142	31	deviation	deviation	NOUN
gujaf-419	142	32	of	of	ADP
gujaf-419	142	33	089941	089941	NUM
gujaf-419	142	34	which	which	PRON
gujaf-419	142	35	show	show	VERB
gujaf-419	142	36	a	a	DET
gujaf-419	142	37	low	low	ADJ
gujaf-419	142	38	dispersion	dispersion	NOUN
gujaf-419	142	39	from	from	ADP
gujaf-419	142	40	the	the	DET
gujaf-419	142	41	mean	mean	ADJ
gujaf-419	142	42	value	value	NOUN
gujaf-419	142	43	.	.	PUNCT
gujaf-419	143	1	correlation	correlation	NOUN
gujaf-419	143	2	analysis	analysis	NOUN
gujaf-419	143	3	table	table	NOUN
gujaf-419	143	4	2	2	NUM
gujaf-419	143	5	:	:	PUNCT
gujaf-419	143	6	summary	summary	NOUN
gujaf-419	143	7	of	of	ADP
gujaf-419	143	8	correlation	correlation	NOUN
gujaf-419	143	9	analysis	analysis	NOUN
gujaf-419	143	10	variables	variable	NOUN
gujaf-419	143	11	ip	ip	VERB
gujaf-419	143	12	ma	ma	PROPN
gujaf-419	143	13	ovc	ovc	PROPN
gujaf-419	143	14	dps	dps	PROPN
gujaf-419	143	15	ip	ip	VERB
gujaf-419	143	16	1.0000	1.0000	NUM
gujaf-419	143	17	ma	ma	PROPN
gujaf-419	143	18	0.0415	0.0415	NUM
gujaf-419	143	19	1.0000	1.0000	NUM
gujaf-419	143	20	0.1994	0.1994	NUM
gujaf-419	143	21	ovc	ovc	NOUN
gujaf-419	143	22	-0.1616	-0.1616	NOUN
gujaf-419	143	23	*	*	PUNCT
gujaf-419	144	1	-0.1757	-0.1757	PUNCT
gujaf-419	144	2	*	*	NOUN
gujaf-419	144	3	1.0000	1.0000	NUM
gujaf-419	144	4	0.0000	0.0000	NUM
gujaf-419	144	5	0.0000	0.0000	NUM
gujaf-419	144	6	dps	dps	NOUN
gujaf-419	144	7	0.5670	0.5670	NUM
gujaf-419	144	8	*	*	PUNCT
gujaf-419	144	9	-0.3689	-0.3689	PUNCT
gujaf-419	144	10	*	*	PUNCT
gujaf-419	144	11	-0.2347	-0.2347	VERB
gujaf-419	144	12	1.0000	1.0000	NUM
gujaf-419	144	13	0.0000	0.0000	NUM
gujaf-419	144	14	0.0000	0.0000	NUM
gujaf-419	144	15	0.0000	0.0000	NUM
gujaf-419	144	16	source	source	NOUN
gujaf-419	144	17	:	:	PUNCT
gujaf-419	144	18	stata	stata	VERB
gujaf-419	144	19	13	13	NUM
gujaf-419	144	20	result	result	NOUN
gujaf-419	144	21	.	.	PUNCT
gujaf-419	145	1	table	table	NOUN
gujaf-419	145	2	2	2	NUM
gujaf-419	145	3	shows	show	VERB
gujaf-419	145	4	the	the	DET
gujaf-419	145	5	assessment	assessment	NOUN
gujaf-419	145	6	of	of	ADP
gujaf-419	145	7	the	the	DET
gujaf-419	145	8	degree	degree	NOUN
gujaf-419	145	9	of	of	ADP
gujaf-419	145	10	relationship	relationship	NOUN
gujaf-419	145	11	among	among	ADP
gujaf-419	145	12	the	the	DET
gujaf-419	145	13	variables	variable	NOUN
gujaf-419	145	14	to	to	PART
gujaf-419	145	15	check	check	VERB
gujaf-419	145	16	for	for	ADP
gujaf-419	145	17	unhealthy	unhealthy	ADJ
gujaf-419	145	18	multicollinearity	multicollinearity	NOUN
gujaf-419	145	19	among	among	ADP
gujaf-419	145	20	independent	independent	ADJ
gujaf-419	145	21	variables	variable	NOUN
gujaf-419	145	22	and	and	CCONJ
gujaf-419	145	23	ensure	ensure	VERB
gujaf-419	145	24	an	an	DET
gujaf-419	145	25	unbiased	unbiased	ADJ
gujaf-419	145	26	estimate	estimate	NOUN
gujaf-419	145	27	in	in	ADP
gujaf-419	145	28	the	the	DET
gujaf-419	145	29	regression	regression	NOUN
gujaf-419	145	30	results	result	NOUN
gujaf-419	145	31	.	.	PUNCT
gujaf-419	146	1	the	the	DET
gujaf-419	146	2	results	result	NOUN
gujaf-419	146	3	of	of	ADP
gujaf-419	146	4	the	the	DET
gujaf-419	146	5	correlation	correlation	NOUN
gujaf-419	146	6	matrix	matrix	NOUN
gujaf-419	146	7	indicate	indicate	VERB
gujaf-419	146	8	that	that	SCONJ
gujaf-419	146	9	investment	investment	NOUN
gujaf-419	146	10	performance	performance	NOUN
gujaf-419	146	11	has	have	VERB
gujaf-419	146	12	a	a	DET
gujaf-419	146	13	positive	positive	ADJ
gujaf-419	146	14	and	and	CCONJ
gujaf-419	146	15	insignificant	insignificant	ADJ
gujaf-419	146	16	relationship	relationship	NOUN
gujaf-419	146	17	with	with	ADP
gujaf-419	146	18	mental	mental	ADJ
gujaf-419	146	19	accounting	accounting	NOUN
gujaf-419	146	20	with	with	ADP
gujaf-419	146	21	a	a	DET
gujaf-419	146	22	coefficients	coefficient	NOUN
gujaf-419	146	23	value	value	NOUN
gujaf-419	146	24	of	of	ADP
gujaf-419	146	25	0.0415	0.0415	NUM
gujaf-419	146	26	and	and	CCONJ
gujaf-419	146	27	p	p	NOUN
gujaf-419	146	28	-	-	PUNCT
gujaf-419	146	29	value	value	NOUN
gujaf-419	146	30	of	of	ADP
gujaf-419	146	31	0.1994	0.1994	NUM
gujaf-419	146	32	,	,	PUNCT
gujaf-419	146	33	and	and	CCONJ
gujaf-419	146	34	significant	significant	ADJ
gujaf-419	146	35	negative	negative	ADJ
gujaf-419	146	36	relationship	relationship	NOUN
gujaf-419	146	37	with	with	ADP
gujaf-419	146	38	overconfidence	overconfidence	NOUN
gujaf-419	146	39	with	with	ADP
gujaf-419	146	40	coefficients	coefficient	NOUN
gujaf-419	146	41	value	value	NOUN
gujaf-419	146	42	of	of	ADP
gujaf-419	146	43	-0.1616	-0.1616	NOUN
gujaf-419	146	44	and	and	CCONJ
gujaf-419	146	45	a	a	DET
gujaf-419	146	46	corresponding	correspond	VERB
gujaf-419	146	47	p	p	NOUN
gujaf-419	146	48	-	-	PUNCT
gujaf-419	146	49	value	value	NOUN
gujaf-419	146	50	of	of	ADP
gujaf-419	146	51	0.0000	0.0000	NUM
gujaf-419	146	52	.	.	PUNCT
gujaf-419	147	1	while	while	SCONJ
gujaf-419	147	2	the	the	DET
gujaf-419	147	3	investment	investment	NOUN
gujaf-419	147	4	performance	performance	NOUN
gujaf-419	147	5	revealed	reveal	VERB
gujaf-419	147	6	a	a	DET
gujaf-419	147	7	significant	significant	ADJ
gujaf-419	147	8	positive	positive	ADJ
gujaf-419	147	9	relationship	relationship	NOUN
gujaf-419	147	10	with	with	ADP
gujaf-419	147	11	dividend	dividend	NOUN
gujaf-419	147	12	policy	policy	NOUN
gujaf-419	147	13	.	.	PUNCT
gujaf-419	148	1	furthermore	furthermore	ADV
gujaf-419	148	2	,	,	PUNCT
gujaf-419	148	3	the	the	DET
gujaf-419	148	4	mental	mental	ADJ
gujaf-419	148	5	accounting	accounting	NOUN
gujaf-419	148	6	revealed	reveal	VERB
gujaf-419	148	7	a	a	DET
gujaf-419	148	8	significant	significant	ADJ
gujaf-419	148	9	negative	negative	ADJ
gujaf-419	148	10	relationship	relationship	NOUN
gujaf-419	148	11	with	with	ADP
gujaf-419	148	12	overconfidence	overconfidence	NOUN
gujaf-419	148	13	and	and	CCONJ
gujaf-419	148	14	dividend	dividend	NOUN
gujaf-419	148	15	policy	policy	NOUN
gujaf-419	148	16	with	with	ADP
gujaf-419	148	17	a	a	DET
gujaf-419	148	18	coefficient	coefficient	NOUN
gujaf-419	148	19	value	value	NOUN
gujaf-419	148	20	of	of	ADP
gujaf-419	148	21	-0.1757	-0.1757	NOUN
gujaf-419	148	22	and	and	CCONJ
gujaf-419	148	23	-0.369	-0.369	PUNCT
gujaf-419	148	24	with	with	ADP
gujaf-419	148	25	corresponding	correspond	VERB
gujaf-419	148	26	p	p	NOUN
gujaf-419	148	27	-	-	PUNCT
gujaf-419	148	28	value	value	NOUN
gujaf-419	148	29	of	of	ADP
gujaf-419	148	30	0.0000	0.0000	NUM
gujaf-419	148	31	and	and	CCONJ
gujaf-419	148	32	0.0000	0.0000	NUM
gujaf-419	148	33	respectively	respectively	ADV
gujaf-419	148	34	.	.	PUNCT
gujaf-419	149	1	mores	more	NOUN
gujaf-419	149	2	so	so	ADV
gujaf-419	149	3	,	,	PUNCT
gujaf-419	149	4	overconfidence	overconfidence	NOUN
gujaf-419	149	5	revealed	reveal	VERB
gujaf-419	149	6	a	a	DET
gujaf-419	149	7	significant	significant	ADJ
gujaf-419	149	8	negative	negative	ADJ
gujaf-419	149	9	relationship	relationship	NOUN
gujaf-419	149	10	with	with	ADP
gujaf-419	149	11	with	with	ADP
gujaf-419	149	12	dividend	dividend	NOUN
gujaf-419	149	13	policy	policy	NOUN
gujaf-419	149	14	.	.	PUNCT
gujaf-419	150	1	this	this	PRON
gujaf-419	150	2	shows	show	VERB
gujaf-419	150	3	that	that	SCONJ
gujaf-419	150	4	there	there	PRON
gujaf-419	150	5	is	be	VERB
gujaf-419	150	6	no	no	DET
gujaf-419	150	7	gusau	gusau	ADJ
gujaf-419	150	8	journal	journal	NOUN
gujaf-419	150	9	of	of	ADP
gujaf-419	150	10	accounting	accounting	NOUN
gujaf-419	150	11	and	and	CCONJ
gujaf-419	150	12	finance	finance	NOUN
gujaf-419	150	13	,	,	PUNCT
gujaf-419	150	14	vol.6	vol.6	PROPN
gujaf-419	150	15	,	,	PUNCT
gujaf-419	150	16	issue	issue	NOUN
gujaf-419	150	17	2	2	NUM
gujaf-419	150	18	,	,	PUNCT
gujaf-419	150	19	april	april	PROPN
gujaf-419	150	20	,	,	PUNCT
gujaf-419	150	21	2025	2025	NUM
gujaf-419	150	22	117	117	NUM
gujaf-419	150	23	evidence	evidence	NOUN
gujaf-419	150	24	of	of	ADP
gujaf-419	150	25	multicollinearity	multicollinearity	NOUN
gujaf-419	150	26	among	among	ADP
gujaf-419	150	27	the	the	DET
gujaf-419	150	28	variables	variable	NOUN
gujaf-419	150	29	because	because	SCONJ
gujaf-419	150	30	none	none	NOUN
gujaf-419	150	31	of	of	ADP
gujaf-419	150	32	the	the	DET
gujaf-419	150	33	coefficient	coefficient	NOUN
gujaf-419	150	34	value	value	NOUN
gujaf-419	150	35	is	be	AUX
gujaf-419	150	36	above	above	ADP
gujaf-419	150	37	10	10	NUM
gujaf-419	150	38	.	.	PUNCT
gujaf-419	151	1	the	the	DET
gujaf-419	151	2	study	study	NOUN
gujaf-419	151	3	thus	thus	ADV
gujaf-419	151	4	confidently	confidently	ADV
gujaf-419	151	5	proceeds	proceed	VERB
gujaf-419	151	6	with	with	ADP
gujaf-419	151	7	the	the	DET
gujaf-419	151	8	regression	regression	NOUN
gujaf-419	151	9	analysis	analysis	NOUN
gujaf-419	151	10	.	.	PUNCT
gujaf-419	152	1	regression	regression	NOUN
gujaf-419	152	2	analysis	analysis	NOUN
gujaf-419	152	3	table	table	NOUN
gujaf-419	152	4	3	3	NUM
gujaf-419	152	5	present	present	VERB
gujaf-419	152	6	the	the	DET
gujaf-419	152	7	panel	panel	NOUN
gujaf-419	152	8	regression	regression	NOUN
gujaf-419	152	9	model	model	NOUN
gujaf-419	152	10	that	that	PRON
gujaf-419	152	11	establishes	establish	VERB
gujaf-419	152	12	the	the	DET
gujaf-419	152	13	effect	effect	NOUN
gujaf-419	152	14	of	of	ADP
gujaf-419	152	15	mental	mental	ADJ
gujaf-419	152	16	accounting	accounting	NOUN
gujaf-419	152	17	and	and	CCONJ
gujaf-419	152	18	investors	investor	NOUN
gujaf-419	152	19	overconfidence	overconfidence	NOUN
gujaf-419	152	20	on	on	ADP
gujaf-419	152	21	investment	investment	NOUN
gujaf-419	152	22	performance	performance	NOUN
gujaf-419	152	23	.	.	PUNCT
gujaf-419	153	1	following	follow	VERB
gujaf-419	153	2	the	the	DET
gujaf-419	153	3	preliminary	preliminary	ADJ
gujaf-419	153	4	analysis	analysis	NOUN
gujaf-419	153	5	of	of	ADP
gujaf-419	153	6	multi	multi	NOUN
gujaf-419	153	7	-	-	NOUN
gujaf-419	153	8	collinearity	collinearity	NOUN
gujaf-419	153	9	,	,	PUNCT
gujaf-419	153	10	and	and	CCONJ
gujaf-419	153	11	heteroskedasticity	heteroskedasticity	NOUN
gujaf-419	153	12	performed	perform	VERB
gujaf-419	153	13	it	it	PRON
gujaf-419	153	14	was	be	AUX
gujaf-419	153	15	confirmed	confirm	VERB
gujaf-419	153	16	that	that	SCONJ
gujaf-419	153	17	ols	ol	NOUN
gujaf-419	153	18	regression	regression	NOUN
gujaf-419	153	19	is	be	AUX
gujaf-419	153	20	more	more	ADV
gujaf-419	153	21	appropriate	appropriate	ADJ
gujaf-419	153	22	for	for	ADP
gujaf-419	153	23	the	the	DET
gujaf-419	153	24	study	study	NOUN
gujaf-419	153	25	.	.	PUNCT
gujaf-419	154	1	the	the	DET
gujaf-419	154	2	panel	panel	NOUN
gujaf-419	154	3	ordinary	ordinary	ADJ
gujaf-419	154	4	least	least	ADJ
gujaf-419	154	5	squares	square	NOUN
gujaf-419	154	6	(	(	PUNCT
gujaf-419	154	7	ols	ol	NOUN
gujaf-419	154	8	)	)	PUNCT
gujaf-419	154	9	model	model	NOUN
gujaf-419	154	10	was	be	AUX
gujaf-419	154	11	conducted	conduct	VERB
gujaf-419	154	12	and	and	CCONJ
gujaf-419	154	13	the	the	DET
gujaf-419	154	14	diagnostic	diagnostic	ADJ
gujaf-419	154	15	test	test	NOUN
gujaf-419	154	16	indicated	indicate	VERB
gujaf-419	154	17	that	that	SCONJ
gujaf-419	154	18	the	the	DET
gujaf-419	154	19	ols	ol	NOUN
gujaf-419	154	20	model	model	NOUN
gujaf-419	154	21	had	have	VERB
gujaf-419	154	22	no	no	DET
gujaf-419	154	23	heteroskedasticity	heteroskedasticity	NOUN
gujaf-419	154	24	issues	issue	NOUN
gujaf-419	154	25	with	with	ADP
gujaf-419	154	26	a	a	DET
gujaf-419	154	27	chi2	chi2	NOUN
gujaf-419	154	28	of	of	ADP
gujaf-419	154	29	1.94	1.94	NUM
gujaf-419	154	30	and	and	CCONJ
gujaf-419	154	31	p	p	NOUN
gujaf-419	154	32	-	-	PUNCT
gujaf-419	154	33	value	value	NOUN
gujaf-419	154	34	of	of	ADP
gujaf-419	154	35	0.1636	0.1636	NUM
gujaf-419	154	36	which	which	PRON
gujaf-419	154	37	is	be	AUX
gujaf-419	154	38	not	not	PART
gujaf-419	154	39	significant	significant	ADJ
gujaf-419	154	40	.	.	PUNCT
gujaf-419	155	1	vif	vif	NOUN
gujaf-419	155	2	of	of	ADP
gujaf-419	155	3	1.97	1.97	NUM
gujaf-419	155	4	revealed	reveal	VERB
gujaf-419	155	5	that	that	SCONJ
gujaf-419	155	6	the	the	DET
gujaf-419	155	7	model	model	NOUN
gujaf-419	155	8	has	have	VERB
gujaf-419	155	9	no	no	DET
gujaf-419	155	10	multicollinearity	multicollinearity	NOUN
gujaf-419	155	11	problem	problem	NOUN
gujaf-419	155	12	.	.	PUNCT
gujaf-419	156	1	furthermore	furthermore	ADV
gujaf-419	156	2	,	,	PUNCT
gujaf-419	156	3	the	the	DET
gujaf-419	156	4	result	result	NOUN
gujaf-419	156	5	in	in	ADP
gujaf-419	156	6	f	f	PROPN
gujaf-419	156	7	-	-	PUNCT
gujaf-419	156	8	statistics	statistic	NOUN
gujaf-419	156	9	displays	display	VERB
gujaf-419	156	10	the	the	DET
gujaf-419	156	11	general	general	ADJ
gujaf-419	156	12	model	model	NOUN
gujaf-419	156	13	's	's	PART
gujaf-419	156	14	goodness	goodness	NOUN
gujaf-419	156	15	of	of	ADP
gujaf-419	156	16	fit	fit	ADJ
gujaf-419	156	17	statistic	statistic	NOUN
gujaf-419	156	18	in	in	ADP
gujaf-419	156	19	the	the	DET
gujaf-419	156	20	models	model	NOUN
gujaf-419	156	21	.	.	PUNCT
gujaf-419	157	1	the	the	DET
gujaf-419	157	2	f	f	NOUN
gujaf-419	157	3	-	-	PUNCT
gujaf-419	157	4	statistic	statistic	ADJ
gujaf-419	157	5	value	value	NOUN
gujaf-419	157	6	for	for	ADP
gujaf-419	157	7	the	the	DET
gujaf-419	157	8	model	model	NOUN
gujaf-419	157	9	recorded	record	VERB
gujaf-419	157	10	at	at	ADP
gujaf-419	157	11	209.68	209.68	NUM
gujaf-419	157	12	with	with	ADP
gujaf-419	157	13	a	a	DET
gujaf-419	157	14	corresponding	corresponding	ADJ
gujaf-419	157	15	p	p	NOUN
gujaf-419	157	16	-	-	PUNCT
gujaf-419	157	17	value	value	NOUN
gujaf-419	157	18	of	of	ADP
gujaf-419	157	19	0.000	0.000	NUM
gujaf-419	157	20	,	,	PUNCT
gujaf-419	157	21	which	which	PRON
gujaf-419	157	22	was	be	AUX
gujaf-419	157	23	less	less	ADJ
gujaf-419	157	24	than	than	ADP
gujaf-419	157	25	the	the	DET
gujaf-419	157	26	benchmark	benchmark	NOUN
gujaf-419	157	27	value	value	NOUN
gujaf-419	157	28	of	of	ADP
gujaf-419	157	29	0.05	0.05	NUM
gujaf-419	157	30	and	and	CCONJ
gujaf-419	157	31	the	the	DET
gujaf-419	157	32	r	r	NOUN
gujaf-419	157	33	square	square	ADJ
gujaf-419	157	34	value	value	NOUN
gujaf-419	157	35	is	be	AUX
gujaf-419	157	36	0.3969	0.3969	NUM
gujaf-419	157	37	table	table	NOUN
gujaf-419	157	38	3	3	NUM
gujaf-419	157	39	summary	summary	NOUN
gujaf-419	157	40	of	of	ADP
gujaf-419	157	41	roust	roust	PROPN
gujaf-419	157	42	panel	panel	NOUN
gujaf-419	157	43	ols	ol	NOUN
gujaf-419	157	44	regression	regression	NOUN
gujaf-419	157	45	result	result	PROPN
gujaf-419	157	46	variables	variables	PROPN
gujaf-419	157	47	coeff	coeff	PROPN
gujaf-419	157	48	.	.	PUNCT
gujaf-419	158	1	p	p	X
gujaf-419	158	2	-	-	PUNCT
gujaf-419	158	3	value	value	NOUN
gujaf-419	158	4	ma	ma	PROPN
gujaf-419	158	5	0.0692	0.0692	NUM
gujaf-419	158	6	`	`	NOUN
gujaf-419	158	7	0.000	0.000	NUM
gujaf-419	158	8	oc	oc	ADP
gujaf-419	158	9	0.1095	0.1095	NUM
gujaf-419	158	10	0.042	0.042	NUM
gujaf-419	158	11	constant	constant	ADJ
gujaf-419	158	12	0.0641	0.0641	NUM
gujaf-419	158	13	0.000	0.000	NUM
gujaf-419	158	14	f	f	NOUN
gujaf-419	158	15	-	-	PUNCT
gujaf-419	158	16	statistics	statistic	NOUN
gujaf-419	158	17	209.68	209.68	NUM
gujaf-419	158	18	0.0000	0.0000	NUM
gujaf-419	158	19	r2	r2	NOUN
gujaf-419	158	20	0.3969	0.3969	NUM
gujaf-419	158	21	hettest	hettest	NOUN
gujaf-419	158	22	1.94	1.94	NUM
gujaf-419	158	23	0.1636	0.1636	NUM
gujaf-419	158	24	mean	mean	NOUN
gujaf-419	158	25	vif	vif	PROPN
gujaf-419	158	26	1.24	1.24	NUM
gujaf-419	158	27	source	source	NOUN
gujaf-419	158	28	:	:	PUNCT
gujaf-419	158	29	stata	stata	VERB
gujaf-419	158	30	13	13	NUM
gujaf-419	158	31	result	result	NOUN
gujaf-419	158	32	output	output	NOUN
gujaf-419	158	33	effect	effect	NOUN
gujaf-419	158	34	of	of	ADP
gujaf-419	158	35	mental	mental	ADJ
gujaf-419	158	36	accounting	accounting	NOUN
gujaf-419	158	37	on	on	ADP
gujaf-419	158	38	investment	investment	NOUN
gujaf-419	158	39	performance	performance	NOUN
gujaf-419	158	40	table	table	NOUN
gujaf-419	158	41	3	3	NUM
gujaf-419	158	42	presented	present	VERB
gujaf-419	158	43	the	the	DET
gujaf-419	158	44	summary	summary	NOUN
gujaf-419	158	45	of	of	ADP
gujaf-419	158	46	ols	ol	NOUN
gujaf-419	158	47	model	model	NOUN
gujaf-419	158	48	and	and	CCONJ
gujaf-419	158	49	the	the	DET
gujaf-419	158	50	results	result	NOUN
gujaf-419	158	51	of	of	ADP
gujaf-419	158	52	the	the	DET
gujaf-419	158	53	multiple	multiple	ADJ
gujaf-419	158	54	linear	linear	ADJ
gujaf-419	158	55	regressions	regression	NOUN
gujaf-419	158	56	revealed	reveal	VERB
gujaf-419	158	57	that	that	SCONJ
gujaf-419	158	58	mental	mental	ADJ
gujaf-419	158	59	accounting	accounting	NOUN
gujaf-419	158	60	coefficient	coefficient	NOUN
gujaf-419	158	61	value	value	NOUN
gujaf-419	158	62	was	be	AUX
gujaf-419	158	63	recorded	record	VERB
gujaf-419	158	64	at	at	ADP
gujaf-419	158	65	0.0692	0.0692	NUM
gujaf-419	158	66	with	with	ADP
gujaf-419	158	67	a	a	DET
gujaf-419	158	68	p	p	NOUN
gujaf-419	158	69	-	-	PUNCT
gujaf-419	158	70	value	value	NOUN
gujaf-419	158	71	of	of	ADP
gujaf-419	158	72	0.000	0.000	NUM
gujaf-419	158	73	.	.	PUNCT
gujaf-419	159	1	this	this	PRON
gujaf-419	159	2	implies	imply	VERB
gujaf-419	159	3	that	that	SCONJ
gujaf-419	159	4	mental	mental	ADJ
gujaf-419	159	5	accounting	accounting	NOUN
gujaf-419	159	6	has	have	VERB
gujaf-419	159	7	a	a	DET
gujaf-419	159	8	significant	significant	ADJ
gujaf-419	159	9	positive	positive	ADJ
gujaf-419	159	10	influence	influence	NOUN
gujaf-419	159	11	on	on	ADP
gujaf-419	159	12	investment	investment	NOUN
gujaf-419	159	13	performance	performance	NOUN
gujaf-419	159	14	of	of	ADP
gujaf-419	159	15	deposit	deposit	NOUN
gujaf-419	159	16	money	money	NOUN
gujaf-419	159	17	banks	bank	NOUN
gujaf-419	159	18	in	in	ADP
gujaf-419	159	19	nigeria	nigeria	PROPN
gujaf-419	159	20	.	.	PUNCT
gujaf-419	160	1	this	this	DET
gujaf-419	160	2	finding	finding	NOUN
gujaf-419	160	3	rejects	reject	VERB
gujaf-419	160	4	the	the	DET
gujaf-419	160	5	null	null	ADJ
gujaf-419	160	6	hypothesis	hypothesis	NOUN
gujaf-419	160	7	that	that	PRON
gujaf-419	160	8	mental	mental	ADJ
gujaf-419	160	9	accounting	accounting	NOUN
gujaf-419	160	10	has	have	VERB
gujaf-419	160	11	no	no	DET
gujaf-419	160	12	significant	significant	ADJ
gujaf-419	160	13	effect	effect	NOUN
gujaf-419	160	14	on	on	ADP
gujaf-419	160	15	investment	investment	NOUN
gujaf-419	160	16	performance	performance	NOUN
gujaf-419	160	17	.	.	PUNCT
gujaf-419	161	1	this	this	DET
gujaf-419	161	2	constant	constant	NOUN
gujaf-419	161	3	disclosed	disclose	VERB
gujaf-419	161	4	that	that	SCONJ
gujaf-419	161	5	a	a	DET
gujaf-419	161	6	rise	rise	NOUN
gujaf-419	161	7	in	in	ADP
gujaf-419	161	8	investor	investor	NOUN
gujaf-419	161	9	mental	mental	ADJ
gujaf-419	161	10	accounting	accounting	NOUN
gujaf-419	161	11	by	by	ADP
gujaf-419	161	12	1	1	NUM
gujaf-419	161	13	%	%	NOUN
gujaf-419	161	14	will	will	AUX
gujaf-419	161	15	increase	increase	VERB
gujaf-419	161	16	investment	investment	NOUN
gujaf-419	161	17	performance	performance	NOUN
gujaf-419	161	18	by	by	ADP
gujaf-419	161	19	6.9	6.9	NUM
gujaf-419	161	20	%	%	NOUN
gujaf-419	161	21	.	.	PUNCT
gujaf-419	162	1	the	the	DET
gujaf-419	162	2	positive	positive	ADJ
gujaf-419	162	3	effect	effect	NOUN
gujaf-419	162	4	shows	show	VERB
gujaf-419	162	5	that	that	SCONJ
gujaf-419	162	6	investors	investor	NOUN
gujaf-419	162	7	view	view	VERB
gujaf-419	162	8	the	the	DET
gujaf-419	162	9	companies	company	NOUN
gujaf-419	162	10	that	that	PRON
gujaf-419	162	11	pay	pay	VERB
gujaf-419	162	12	less	less	ADV
gujaf-419	162	13	divided	divided	ADJ
gujaf-419	162	14	as	as	ADP
gujaf-419	162	15	the	the	DET
gujaf-419	162	16	ones	one	NOUN
gujaf-419	162	17	that	that	PRON
gujaf-419	162	18	will	will	AUX
gujaf-419	162	19	have	have	VERB
gujaf-419	162	20	a	a	DET
gujaf-419	162	21	high	high	ADJ
gujaf-419	162	22	return	return	NOUN
gujaf-419	162	23	in	in	ADP
gujaf-419	162	24	the	the	DET
gujaf-419	162	25	future	future	NOUN
gujaf-419	162	26	thus	thus	ADV
gujaf-419	162	27	these	these	DET
gujaf-419	162	28	stocks	stock	NOUN
gujaf-419	162	29	would	would	AUX
gujaf-419	162	30	be	be	AUX
gujaf-419	162	31	termed	term	VERB
gujaf-419	162	32	as	as	ADP
gujaf-419	162	33	more	more	ADV
gujaf-419	162	34	viable	viable	ADJ
gujaf-419	162	35	.	.	PUNCT
gujaf-419	163	1	the	the	DET
gujaf-419	163	2	findings	finding	NOUN
gujaf-419	163	3	of	of	ADP
gujaf-419	163	4	this	this	DET
gujaf-419	163	5	study	study	NOUN
gujaf-419	163	6	are	be	AUX
gujaf-419	163	7	in	in	ADP
gujaf-419	163	8	line	line	NOUN
gujaf-419	163	9	with	with	ADP
gujaf-419	163	10	the	the	DET
gujaf-419	163	11	study	study	NOUN
gujaf-419	163	12	done	do	VERB
gujaf-419	163	13	by	by	ADP
gujaf-419	163	14	armansyah	armansyah	NOUN
gujaf-419	163	15	(	(	PUNCT
gujaf-419	163	16	2021	2021	NUM
gujaf-419	163	17	)	)	PUNCT
gujaf-419	163	18	but	but	CCONJ
gujaf-419	163	19	conflict	conflict	NOUN
gujaf-419	163	20	with	with	ADP
gujaf-419	163	21	the	the	DET
gujaf-419	163	22	study	study	NOUN
gujaf-419	163	23	of	of	ADP
gujaf-419	163	24	road	road	NOUN
gujaf-419	163	25	et	et	PROPN
gujaf-419	163	26	al	al	PROPN
gujaf-419	163	27	.	.	PROPN
gujaf-419	164	1	(	(	PUNCT
gujaf-419	164	2	2013	2013	NUM
gujaf-419	164	3	)	)	PUNCT
gujaf-419	164	4	and	and	CCONJ
gujaf-419	164	5	ouma	ouma	PROPN
gujaf-419	164	6	and	and	CCONJ
gujaf-419	164	7	oluoch	oluoch	PROPN
gujaf-419	164	8	(	(	PUNCT
gujaf-419	164	9	2019	2019	NUM
gujaf-419	164	10	)	)	PUNCT
gujaf-419	164	11	that	that	PRON
gujaf-419	164	12	concluded	conclude	VERB
gujaf-419	164	13	that	that	SCONJ
gujaf-419	164	14	mental	mental	ADJ
gujaf-419	164	15	accounting	accounting	NOUN
gujaf-419	164	16	negatively	negatively	ADV
gujaf-419	164	17	affects	affect	VERB
gujaf-419	164	18	investment	investment	NOUN
gujaf-419	164	19	decision	decision	NOUN
gujaf-419	164	20	.	.	PUNCT
gujaf-419	165	1	effect	effect	NOUN
gujaf-419	165	2	of	of	ADP
gujaf-419	165	3	investors	investor	NOUN
gujaf-419	165	4	overconfidence	overconfidence	NOUN
gujaf-419	165	5	on	on	ADP
gujaf-419	165	6	investment	investment	NOUN
gujaf-419	165	7	performance	performance	NOUN
gujaf-419	165	8	table	table	NOUN
gujaf-419	165	9	3	3	NUM
gujaf-419	165	10	presented	present	VERB
gujaf-419	165	11	the	the	DET
gujaf-419	165	12	ols	ol	NOUN
gujaf-419	165	13	model	model	NOUN
gujaf-419	165	14	and	and	CCONJ
gujaf-419	165	15	the	the	DET
gujaf-419	165	16	results	result	NOUN
gujaf-419	165	17	of	of	ADP
gujaf-419	165	18	the	the	DET
gujaf-419	165	19	multiple	multiple	ADJ
gujaf-419	165	20	linear	linear	ADJ
gujaf-419	165	21	regressions	regression	NOUN
gujaf-419	165	22	revealed	reveal	VERB
gujaf-419	165	23	that	that	SCONJ
gujaf-419	165	24	investors	investor	NOUN
gujaf-419	165	25	overconfidence	overconfidence	NOUN
gujaf-419	165	26	coefficient	coefficient	NOUN
gujaf-419	165	27	value	value	NOUN
gujaf-419	165	28	was	be	AUX
gujaf-419	165	29	recorded	record	VERB
gujaf-419	165	30	at	at	ADP
gujaf-419	165	31	0.1095	0.1095	NUM
gujaf-419	165	32	with	with	ADP
gujaf-419	165	33	related	relate	VERB
gujaf-419	165	34	p	p	NOUN
gujaf-419	165	35	-	-	PUNCT
gujaf-419	165	36	value	value	NOUN
gujaf-419	165	37	of	of	ADP
gujaf-419	165	38	0.042	0.042	NUM
gujaf-419	165	39	.	.	PUNCT
gujaf-419	166	1	this	this	PRON
gujaf-419	166	2	implies	imply	VERB
gujaf-419	166	3	that	that	SCONJ
gujaf-419	166	4	investors	investor	NOUN
gujaf-419	166	5	overconfidence	overconfidence	NOUN
gujaf-419	166	6	has	have	VERB
gujaf-419	166	7	a	a	DET
gujaf-419	166	8	significant	significant	ADJ
gujaf-419	166	9	positive	positive	ADJ
gujaf-419	166	10	effect	effect	NOUN
gujaf-419	166	11	on	on	ADP
gujaf-419	166	12	investment	investment	NOUN
gujaf-419	166	13	performance	performance	NOUN
gujaf-419	166	14	of	of	ADP
gujaf-419	166	15	deposit	deposit	NOUN
gujaf-419	166	16	money	money	NOUN
gujaf-419	166	17	banks	bank	NOUN
gujaf-419	166	18	in	in	ADP
gujaf-419	166	19	nigeria	nigeria	PROPN
gujaf-419	166	20	.	.	PUNCT
gujaf-419	167	1	this	this	DET
gujaf-419	167	2	finding	finding	NOUN
gujaf-419	167	3	rejects	reject	VERB
gujaf-419	167	4	the	the	DET
gujaf-419	167	5	null	null	ADJ
gujaf-419	167	6	hypothesis	hypothesis	NOUN
gujaf-419	167	7	that	that	PRON
gujaf-419	167	8	investor	investor	NOUN
gujaf-419	167	9	overconfidence	overconfidence	NOUN
gujaf-419	167	10	has	have	VERB
gujaf-419	167	11	no	no	DET
gujaf-419	167	12	significant	significant	ADJ
gujaf-419	167	13	effect	effect	NOUN
gujaf-419	167	14	on	on	ADP
gujaf-419	167	15	investment	investment	NOUN
gujaf-419	167	16	performance	performance	NOUN
gujaf-419	167	17	.	.	PUNCT
gujaf-419	168	1	this	this	DET
gujaf-419	168	2	constant	constant	ADJ
gujaf-419	168	3	gusau	gusau	ADJ
gujaf-419	168	4	journal	journal	NOUN
gujaf-419	168	5	of	of	ADP
gujaf-419	168	6	accounting	accounting	NOUN
gujaf-419	168	7	and	and	CCONJ
gujaf-419	168	8	finance	finance	NOUN
gujaf-419	168	9	,	,	PUNCT
gujaf-419	168	10	vol.6	vol.6	PROPN
gujaf-419	168	11	,	,	PUNCT
gujaf-419	168	12	issue	issue	NOUN
gujaf-419	168	13	2	2	NUM
gujaf-419	168	14	,	,	PUNCT
gujaf-419	168	15	april	april	PROPN
gujaf-419	168	16	,	,	PUNCT
gujaf-419	168	17	2025	2025	NUM
gujaf-419	168	18	118	118	NUM
gujaf-419	168	19	disclosed	disclose	VERB
gujaf-419	168	20	that	that	SCONJ
gujaf-419	168	21	a	a	DET
gujaf-419	168	22	rise	rise	NOUN
gujaf-419	168	23	in	in	ADP
gujaf-419	168	24	investors	investor	NOUN
gujaf-419	168	25	overconfidence	overconfidence	NOUN
gujaf-419	168	26	by	by	ADP
gujaf-419	168	27	1	1	NUM
gujaf-419	168	28	%	%	NOUN
gujaf-419	168	29	will	will	AUX
gujaf-419	168	30	increase	increase	VERB
gujaf-419	168	31	investment	investment	NOUN
gujaf-419	168	32	performance	performance	NOUN
gujaf-419	168	33	by	by	ADP
gujaf-419	168	34	10.9	10.9	NUM
gujaf-419	168	35	%	%	NOUN
gujaf-419	168	36	.	.	PUNCT
gujaf-419	169	1	this	this	PRON
gujaf-419	169	2	implies	imply	VERB
gujaf-419	169	3	that	that	PRON
gujaf-419	169	4	increase	increase	NOUN
gujaf-419	169	5	in	in	ADP
gujaf-419	169	6	investor	investor	NOUN
gujaf-419	169	7	overconfidence	overconfidence	NOUN
gujaf-419	169	8	would	would	AUX
gujaf-419	169	9	cause	cause	VERB
gujaf-419	169	10	a	a	DET
gujaf-419	169	11	positive	positive	ADJ
gujaf-419	169	12	increase	increase	NOUN
gujaf-419	169	13	in	in	ADP
gujaf-419	169	14	market	market	NOUN
gujaf-419	169	15	return	return	NOUN
gujaf-419	169	16	.	.	PUNCT
gujaf-419	170	1	the	the	DET
gujaf-419	170	2	findings	finding	NOUN
gujaf-419	170	3	of	of	ADP
gujaf-419	170	4	this	this	DET
gujaf-419	170	5	study	study	NOUN
gujaf-419	170	6	are	be	AUX
gujaf-419	170	7	in	in	ADP
gujaf-419	170	8	line	line	NOUN
gujaf-419	170	9	with	with	ADP
gujaf-419	170	10	the	the	DET
gujaf-419	170	11	study	study	NOUN
gujaf-419	170	12	done	do	VERB
gujaf-419	170	13	by	by	ADP
gujaf-419	170	14	aljughaiman	aljughaiman	NOUN
gujaf-419	170	15	and	and	CCONJ
gujaf-419	170	16	chebbi	chebbi	NOUN
gujaf-419	170	17	(	(	PUNCT
gujaf-419	170	18	2022	2022	NUM
gujaf-419	170	19	)	)	PUNCT
gujaf-419	170	20	and	and	CCONJ
gujaf-419	170	21	wafula	wafula	VERB
gujaf-419	170	22	et	et	PROPN
gujaf-419	170	23	al	al	PROPN
gujaf-419	170	24	.	.	PROPN
gujaf-419	171	1	(	(	PUNCT
gujaf-419	171	2	2023	2023	NUM
gujaf-419	171	3	)	)	PUNCT
gujaf-419	172	1	but	but	CCONJ
gujaf-419	172	2	conflict	conflict	NOUN
gujaf-419	172	3	with	with	ADP
gujaf-419	172	4	the	the	DET
gujaf-419	172	5	study	study	NOUN
gujaf-419	172	6	of	of	ADP
gujaf-419	172	7	bouteska	bouteska	NOUN
gujaf-419	172	8	and	and	CCONJ
gujaf-419	172	9	regaieg	regaieg	PROPN
gujaf-419	172	10	(	(	PUNCT
gujaf-419	172	11	2020	2020	NUM
gujaf-419	172	12	)	)	PUNCT
gujaf-419	172	13	that	that	PRON
gujaf-419	172	14	concluded	conclude	VERB
gujaf-419	172	15	that	that	SCONJ
gujaf-419	172	16	overconfidence	overconfidence	NOUN
gujaf-419	172	17	investor	investor	NOUN
gujaf-419	172	18	negatively	negatively	ADV
gujaf-419	172	19	affects	affect	VERB
gujaf-419	172	20	market	market	NOUN
gujaf-419	172	21	performance	performance	NOUN
gujaf-419	172	22	.	.	PUNCT
gujaf-419	173	1	5.0	5.0	NUM
gujaf-419	173	2	conclusion	conclusion	NOUN
gujaf-419	173	3	and	and	CCONJ
gujaf-419	173	4	recommendation	recommendation	VERB
gujaf-419	173	5	the	the	DET
gujaf-419	173	6	objective	objective	NOUN
gujaf-419	173	7	of	of	ADP
gujaf-419	173	8	this	this	DET
gujaf-419	173	9	study	study	NOUN
gujaf-419	173	10	was	be	AUX
gujaf-419	173	11	to	to	PART
gujaf-419	173	12	examine	examine	VERB
gujaf-419	173	13	how	how	SCONJ
gujaf-419	173	14	mental	mental	ADJ
gujaf-419	173	15	accounting	accounting	NOUN
gujaf-419	173	16	and	and	CCONJ
gujaf-419	173	17	investor	investor	NOUN
gujaf-419	173	18	overconfidence	overconfidence	NOUN
gujaf-419	173	19	affect	affect	VERB
gujaf-419	173	20	investment	investment	NOUN
gujaf-419	173	21	performance	performance	NOUN
gujaf-419	173	22	,	,	PUNCT
gujaf-419	173	23	by	by	ADP
gujaf-419	173	24	evaluating	evaluate	VERB
gujaf-419	173	25	the	the	DET
gujaf-419	173	26	monthly	monthly	ADJ
gujaf-419	173	27	share	share	NOUN
gujaf-419	173	28	market	market	NOUN
gujaf-419	173	29	data	datum	NOUN
gujaf-419	173	30	of	of	ADP
gujaf-419	173	31	eight	eight	NUM
gujaf-419	173	32	(	(	PUNCT
gujaf-419	173	33	8)	8)	NUM
gujaf-419	173	34	deposit	deposit	NOUN
gujaf-419	173	35	money	money	NOUN
gujaf-419	173	36	banks	bank	NOUN
gujaf-419	173	37	in	in	ADP
gujaf-419	173	38	nigeria	nigeria	PROPN
gujaf-419	173	39	over	over	ADP
gujaf-419	173	40	a	a	DET
gujaf-419	173	41	10year	10year	NUM
gujaf-419	173	42	period	period	NOUN
gujaf-419	173	43	(	(	PUNCT
gujaf-419	173	44	2013–2022	2013–2022	NOUN
gujaf-419	173	45	)	)	PUNCT
gujaf-419	173	46	.	.	PUNCT
gujaf-419	174	1	findings	finding	NOUN
gujaf-419	174	2	from	from	ADP
gujaf-419	174	3	this	this	DET
gujaf-419	174	4	study	study	NOUN
gujaf-419	174	5	demonstrate	demonstrate	VERB
gujaf-419	174	6	that	that	SCONJ
gujaf-419	174	7	mental	mental	ADJ
gujaf-419	174	8	accounting	accounting	NOUN
gujaf-419	174	9	of	of	ADP
gujaf-419	174	10	investors	investor	NOUN
gujaf-419	174	11	and	and	CCONJ
gujaf-419	174	12	investors	investor	NOUN
gujaf-419	174	13	overconfidence	overconfidence	NOUN
gujaf-419	174	14	have	have	VERB
gujaf-419	174	15	positive	positive	ADJ
gujaf-419	174	16	and	and	CCONJ
gujaf-419	174	17	significant	significant	ADJ
gujaf-419	174	18	effect	effect	NOUN
gujaf-419	174	19	on	on	ADP
gujaf-419	174	20	investment	investment	NOUN
gujaf-419	174	21	performance	performance	NOUN
gujaf-419	174	22	of	of	ADP
gujaf-419	174	23	deposit	deposit	NOUN
gujaf-419	174	24	money	money	NOUN
gujaf-419	174	25	banks	bank	NOUN
gujaf-419	174	26	in	in	ADP
gujaf-419	174	27	nigeria	nigeria	PROPN
gujaf-419	174	28	.	.	PUNCT
gujaf-419	175	1	this	this	PRON
gujaf-419	175	2	implies	imply	VERB
gujaf-419	175	3	that	that	SCONJ
gujaf-419	175	4	mental	mental	ADJ
gujaf-419	175	5	and	and	CCONJ
gujaf-419	175	6	accounting	accounting	NOUN
gujaf-419	175	7	and	and	CCONJ
gujaf-419	175	8	overconfidence	overconfidence	NOUN
gujaf-419	175	9	investors	investor	NOUN
gujaf-419	175	10	do	do	AUX
gujaf-419	175	11	not	not	PART
gujaf-419	175	12	consider	consider	VERB
gujaf-419	175	13	fundamental	fundamental	ADJ
gujaf-419	175	14	analysis	analysis	NOUN
gujaf-419	175	15	rather	rather	ADV
gujaf-419	175	16	it	it	PRON
gujaf-419	175	17	is	be	AUX
gujaf-419	175	18	more	more	ADJ
gujaf-419	175	19	of	of	ADP
gujaf-419	175	20	behavioral	behavioral	ADJ
gujaf-419	175	21	bias	bias	NOUN
gujaf-419	175	22	.	.	PUNCT
gujaf-419	176	1	therefore	therefore	ADV
gujaf-419	176	2	,	,	PUNCT
gujaf-419	176	3	investors	investor	NOUN
gujaf-419	176	4	’	'	PUNCT
gujaf-419	176	5	personal	personal	ADJ
gujaf-419	176	6	investment	investment	NOUN
gujaf-419	176	7	choices	choice	NOUN
gujaf-419	176	8	are	be	AUX
gujaf-419	176	9	substantially	substantially	ADV
gujaf-419	176	10	impacted	impact	VERB
gujaf-419	176	11	by	by	ADP
gujaf-419	176	12	emotional	emotional	ADJ
gujaf-419	176	13	biases	bias	NOUN
gujaf-419	176	14	,	,	PUNCT
gujaf-419	176	15	such	such	ADJ
gujaf-419	176	16	as	as	ADP
gujaf-419	176	17	mental	mental	ADJ
gujaf-419	176	18	accounting	accounting	NOUN
gujaf-419	176	19	and	and	CCONJ
gujaf-419	176	20	overconfidence	overconfidence	NOUN
gujaf-419	176	21	because	because	SCONJ
gujaf-419	176	22	investors	investor	NOUN
gujaf-419	176	23	have	have	AUX
gujaf-419	176	24	demonstrated	demonstrate	VERB
gujaf-419	176	25	that	that	SCONJ
gujaf-419	176	26	their	their	PRON
gujaf-419	176	27	judgments	judgment	NOUN
gujaf-419	176	28	are	be	AUX
gujaf-419	176	29	impacted	impact	VERB
gujaf-419	176	30	by	by	ADP
gujaf-419	176	31	behavioral	behavioral	ADJ
gujaf-419	176	32	bias	bias	NOUN
gujaf-419	176	33	.	.	PUNCT
gujaf-419	177	1	based	base	VERB
gujaf-419	177	2	on	on	ADP
gujaf-419	177	3	the	the	DET
gujaf-419	177	4	empirical	empirical	ADJ
gujaf-419	177	5	findings	finding	NOUN
gujaf-419	177	6	of	of	ADP
gujaf-419	177	7	the	the	DET
gujaf-419	177	8	study	study	NOUN
gujaf-419	177	9	,	,	PUNCT
gujaf-419	177	10	the	the	DET
gujaf-419	177	11	study	study	NOUN
gujaf-419	177	12	recommends	recommend	VERB
gujaf-419	177	13	increasing	increase	VERB
gujaf-419	177	14	individual	individual	ADJ
gujaf-419	177	15	investors	investor	NOUN
gujaf-419	177	16	awareness	awareness	NOUN
gujaf-419	177	17	of	of	ADP
gujaf-419	177	18	the	the	DET
gujaf-419	177	19	emotions	emotion	NOUN
gujaf-419	177	20	of	of	ADP
gujaf-419	177	21	investors	investor	NOUN
gujaf-419	177	22	so	so	SCONJ
gujaf-419	177	23	they	they	PRON
gujaf-419	177	24	can	can	AUX
gujaf-419	177	25	better	well	ADV
gujaf-419	177	26	grasp	grasp	VERB
gujaf-419	177	27	the	the	DET
gujaf-419	177	28	financial	financial	ADJ
gujaf-419	177	29	landscape	landscape	NOUN
gujaf-419	177	30	and	and	CCONJ
gujaf-419	177	31	invest	invest	VERB
gujaf-419	177	32	with	with	ADP
gujaf-419	177	33	more	more	ADJ
gujaf-419	177	34	confidence	confidence	NOUN
gujaf-419	177	35	.	.	PUNCT
gujaf-419	178	1	references	reference	NOUN
gujaf-419	178	2	abd	abd	PROPN
gujaf-419	178	3	el	el	PROPN
gujaf-419	178	4	mohammed	mohammed	PROPN
gujaf-419	178	5	,	,	PUNCT
gujaf-419	178	6	r.	r.	PROPN
gujaf-419	178	7	,	,	PUNCT
gujaf-419	178	8	&	&	CCONJ
gujaf-419	178	9	shaqfa	shaqfa	PROPN
gujaf-419	178	10	,	,	PUNCT
gujaf-419	178	11	k.	k.	PROPN
gujaf-419	178	12	i.	i.	PROPN
gujaf-419	178	13	(	(	PUNCT
gujaf-419	178	14	2021	2021	NUM
gujaf-419	178	15	)	)	PUNCT
gujaf-419	178	16	.	.	PUNCT
gujaf-419	179	1	measuring	measure	VERB
gujaf-419	179	2	the	the	DET
gujaf-419	179	3	impact	impact	NOUN
gujaf-419	179	4	of	of	ADP
gujaf-419	179	5	mental	mental	ADJ
gujaf-419	179	6	accounting	accounting	NOUN
gujaf-419	179	7	on	on	ADP
gujaf-419	179	8	financial	financial	ADJ
gujaf-419	179	9	and	and	CCONJ
gujaf-419	179	10	investment	investment	NOUN
gujaf-419	179	11	decisions	decision	NOUN
gujaf-419	179	12	among	among	ADP
gujaf-419	179	13	investors	investor	NOUN
gujaf-419	179	14	.	.	PUNCT
gujaf-419	180	1	arab	arab	PROPN
gujaf-419	180	2	journal	journal	PROPN
gujaf-419	180	3	of	of	ADP
gujaf-419	180	4	administration	administration	PROPN
gujaf-419	180	5	,	,	PUNCT
gujaf-419	180	6	44(1	44(1	PROPN
gujaf-419	180	7	)	)	PUNCT
gujaf-419	180	8	,	,	PUNCT
gujaf-419	180	9	227–243	227–243	NUM
gujaf-419	180	10	.	.	PUNCT
gujaf-419	181	1	https://doi.org/10.21608/aja.2021.63395.1044	https://doi.org/10.21608/aja.2021.63395.1044	PROPN
gujaf-419	181	2	adel	adel	PROPN
gujaf-419	181	3	,	,	PUNCT
gujaf-419	181	4	b.	b.	PROPN
gujaf-419	181	5	,	,	PUNCT
gujaf-419	181	6	&	&	CCONJ
gujaf-419	181	7	mariem	mariem	NOUN
gujaf-419	181	8	,	,	PUNCT
gujaf-419	181	9	t.	t.	PROPN
gujaf-419	181	10	(	(	PUNCT
gujaf-419	181	11	2021	2021	NUM
gujaf-419	181	12	)	)	PUNCT
gujaf-419	181	13	.	.	PUNCT
gujaf-419	182	1	the	the	DET
gujaf-419	182	2	impact	impact	NOUN
gujaf-419	182	3	of	of	ADP
gujaf-419	182	4	overconfidence	overconfidence	NOUN
gujaf-419	182	5	on	on	ADP
gujaf-419	182	6	investors	investor	NOUN
gujaf-419	182	7	’	'	PUNCT
gujaf-419	182	8	decisions	decision	NOUN
gujaf-419	182	9	.	.	PUNCT
gujaf-419	183	1	business	business	NOUN
gujaf-419	183	2	and	and	CCONJ
gujaf-419	183	3	economic	economic	ADJ
gujaf-419	183	4	research	research	NOUN
gujaf-419	183	5	,	,	PUNCT
gujaf-419	183	6	3(2	3(2	NUM
gujaf-419	183	7	)	)	PUNCT
gujaf-419	183	8	,	,	PUNCT
gujaf-419	183	9	53–75	53–75	NUM
gujaf-419	183	10	.	.	PUNCT
gujaf-419	184	1	https://doi.org/10.5296/ber.v3i2.4200	https://doi.org/10.5296/ber.v3i2.4200	PROPN
gujaf-419	184	2	adeleke	adeleke	PROPN
gujaf-419	184	3	,	,	PUNCT
gujaf-419	184	4	m.	m.	NOUN
gujaf-419	184	5	a.	a.	PROPN
gujaf-419	184	6	,	,	PUNCT
gujaf-419	184	7	muritala	muritala	PROPN
gujaf-419	184	8	,	,	PUNCT
gujaf-419	184	9	a.	a.	NOUN
gujaf-419	184	10	o.	o.	PROPN
gujaf-419	184	11	,	,	PUNCT
gujaf-419	184	12	ajibade	ajibade	PROPN
gujaf-419	184	13	,	,	PUNCT
gujaf-419	184	14	n.	n.	PROPN
gujaf-419	184	15	a.	a.	PROPN
gujaf-419	184	16	,	,	PUNCT
gujaf-419	184	17	&	&	CCONJ
gujaf-419	184	18	onifade	onifade	PROPN
gujaf-419	184	19	,	,	PUNCT
gujaf-419	184	20	a.	a.	NOUN
gujaf-419	184	21	o.	o.	NOUN
gujaf-419	184	22	(	(	PUNCT
gujaf-419	184	23	2020	2020	NUM
gujaf-419	184	24	)	)	PUNCT
gujaf-419	184	25	.	.	PUNCT
gujaf-419	185	1	integrated	integrate	VERB
gujaf-419	185	2	approach	approach	NOUN
gujaf-419	185	3	to	to	ADP
gujaf-419	185	4	the	the	DET
gujaf-419	185	5	effects	effect	NOUN
gujaf-419	185	6	of	of	ADP
gujaf-419	185	7	heuristics	heuristic	NOUN
gujaf-419	185	8	on	on	ADP
gujaf-419	185	9	real	real	ADJ
gujaf-419	185	10	estate	estate	NOUN
gujaf-419	185	11	investment	investment	NOUN
gujaf-419	185	12	decisions	decision	NOUN
gujaf-419	185	13	for	for	ADP
gujaf-419	185	14	sustainable	sustainable	ADJ
gujaf-419	185	15	development	development	NOUN
gujaf-419	185	16	in	in	ADP
gujaf-419	185	17	lagos	lagos	NOUN
gujaf-419	185	18	metropolis	metropolis	NOUN
gujaf-419	185	19	.	.	PUNCT
gujaf-419	186	1	african	african	ADJ
gujaf-419	186	2	scholar	scholar	NOUN
gujaf-419	186	3	publications	publication	NOUN
gujaf-419	186	4	&	&	CCONJ
gujaf-419	186	5	research	research	PROPN
gujaf-419	186	6	international	international	PROPN
gujaf-419	186	7	,	,	PUNCT
gujaf-419	186	8	19(4	19(4	PROPN
gujaf-419	186	9	)	)	PUNCT
gujaf-419	186	10	,	,	PUNCT
gujaf-419	186	11	291	291	NUM
gujaf-419	186	12	–	–	PUNCT
gujaf-419	186	13	304	304	NUM
gujaf-419	186	14	.	.	PUNCT
gujaf-419	186	15	aljughaiman	aljughaiman	NOUN
gujaf-419	186	16	,	,	PUNCT
gujaf-419	186	17	a.	a.	NOUN
gujaf-419	186	18	a.	a.	PROPN
gujaf-419	186	19	,	,	PUNCT
gujaf-419	186	20	&	&	CCONJ
gujaf-419	186	21	chebbi	chebbi	PROPN
gujaf-419	186	22	,	,	PUNCT
gujaf-419	186	23	k.	k.	PROPN
gujaf-419	186	24	e.	e.	PROPN
gujaf-419	186	25	(	(	PUNCT
gujaf-419	186	26	2022	2022	NUM
gujaf-419	186	27	)	)	PUNCT
gujaf-419	186	28	.	.	PUNCT
gujaf-419	187	1	do	do	AUX
gujaf-419	187	2	investor	investor	NOUN
gujaf-419	187	3	overconfidence	overconfidence	NOUN
gujaf-419	187	4	and	and	CCONJ
gujaf-419	187	5	loss	loss	NOUN
gujaf-419	187	6	aversion	aversion	NOUN
gujaf-419	187	7	drive	drive	VERB
gujaf-419	187	8	saudi	saudi	ADJ
gujaf-419	187	9	firm	firm	ADJ
gujaf-419	187	10	market	market	NOUN
gujaf-419	187	11	performance	performance	NOUN
gujaf-419	187	12	 	 	SPACE
gujaf-419	187	13	?	?	PUNCT
gujaf-419	188	1	the	the	DET
gujaf-419	188	2	moderating	moderate	VERB
gujaf-419	188	3	effect	effect	NOUN
gujaf-419	188	4	of	of	ADP
gujaf-419	188	5	corporate	corporate	ADJ
gujaf-419	188	6	governance	governance	NOUN
gujaf-419	188	7	.	.	PUNCT
gujaf-419	189	1	sustainability	sustainability	NOUN
gujaf-419	189	2	,	,	PUNCT
gujaf-419	189	3	14(10072	14(10072	NUM
gujaf-419	189	4	)	)	PUNCT
gujaf-419	189	5	,	,	PUNCT
gujaf-419	189	6	1–15	1–15	PROPN
gujaf-419	189	7	.	.	PUNCT
gujaf-419	190	1	antony	antony	PROPN
gujaf-419	190	2	,	,	PUNCT
gujaf-419	190	3	a.	a.	PROPN
gujaf-419	190	4	,	,	PUNCT
gujaf-419	190	5	&	&	CCONJ
gujaf-419	190	6	joseph	joseph	PROPN
gujaf-419	190	7	,	,	PUNCT
gujaf-419	190	8	a.	a.	PROPN
gujaf-419	190	9	i.	i.	PROPN
gujaf-419	190	10	(	(	PUNCT
gujaf-419	190	11	2017	2017	NUM
gujaf-419	190	12	)	)	PUNCT
gujaf-419	190	13	.	.	PUNCT
gujaf-419	191	1	influence	influence	NOUN
gujaf-419	191	2	of	of	ADP
gujaf-419	191	3	behavioural	behavioural	ADJ
gujaf-419	191	4	factors	factor	NOUN
gujaf-419	191	5	affecting	affect	VERB
gujaf-419	191	6	investment	investment	NOUN
gujaf-419	191	7	decision	decision	NOUN
gujaf-419	191	8	—	—	PUNCT
gujaf-419	191	9	an	an	DET
gujaf-419	191	10	ahp	ahp	NOUN
gujaf-419	191	11	analysis	analysis	NOUN
gujaf-419	191	12	.	.	PUNCT
gujaf-419	192	1	metamorphosis	metamorphosis	NOUN
gujaf-419	192	2	:	:	PUNCT
gujaf-419	192	3	a	a	DET
gujaf-419	192	4	journal	journal	NOUN
gujaf-419	192	5	of	of	ADP
gujaf-419	192	6	management	management	NOUN
gujaf-419	192	7	research	research	NOUN
gujaf-419	192	8	,	,	PUNCT
gujaf-419	192	9	16(2	16(2	NUM
gujaf-419	192	10	)	)	PUNCT
gujaf-419	192	11	,	,	PUNCT
gujaf-419	192	12	107–114	107–114	NUM
gujaf-419	192	13	.	.	PUNCT
gujaf-419	192	14	https://doi.org/10.1177/0972622517738833	https://doi.org/10.1177/0972622517738833	X
gujaf-419	192	15	areiqat	areiqat	PROPN
gujaf-419	192	16	,	,	PUNCT
gujaf-419	192	17	a.	a.	NOUN
gujaf-419	192	18	y.	y.	PROPN
gujaf-419	192	19	,	,	PUNCT
gujaf-419	192	20	abu	abu	PROPN
gujaf-419	192	21	-	-	PUNCT
gujaf-419	192	22	rumman	rumman	NOUN
gujaf-419	192	23	,	,	PUNCT
gujaf-419	192	24	a.	a.	PROPN
gujaf-419	192	25	,	,	PUNCT
gujaf-419	192	26	al	al	PROPN
gujaf-419	192	27	-	-	PUNCT
gujaf-419	192	28	alani	alani	PROPN
gujaf-419	192	29	,	,	PUNCT
gujaf-419	192	30	y.	y.	PROPN
gujaf-419	192	31	s.	s.	PROPN
gujaf-419	192	32	,	,	PUNCT
gujaf-419	192	33	&	&	CCONJ
gujaf-419	192	34	alhorani	alhorani	PROPN
gujaf-419	192	35	,	,	PUNCT
gujaf-419	192	36	a.	a.	NOUN
gujaf-419	192	37	(	(	PUNCT
gujaf-419	192	38	2019	2019	NUM
gujaf-419	192	39	)	)	PUNCT
gujaf-419	192	40	.	.	PUNCT
gujaf-419	193	1	impact	impact	NOUN
gujaf-419	193	2	of	of	ADP
gujaf-419	193	3	behavioral	behavioral	ADJ
gujaf-419	193	4	finance	finance	NOUN
gujaf-419	193	5	on	on	ADP
gujaf-419	193	6	stock	stock	NOUN
gujaf-419	193	7	investment	investment	NOUN
gujaf-419	193	8	decisions	decision	NOUN
gujaf-419	193	9	applied	apply	VERB
gujaf-419	193	10	study	study	NOUN
gujaf-419	193	11	on	on	ADP
gujaf-419	193	12	a	a	DET
gujaf-419	193	13	sample	sample	NOUN
gujaf-419	193	14	of	of	ADP
gujaf-419	193	15	investors	investor	NOUN
gujaf-419	193	16	at	at	ADP
gujaf-419	193	17	amman	amman	PROPN
gujaf-419	193	18	stock	stock	PROPN
gujaf-419	193	19	exchange	exchange	PROPN
gujaf-419	193	20	.	.	PUNCT
gujaf-419	194	1	academy	academy	NOUN
gujaf-419	194	2	of	of	ADP
gujaf-419	194	3	accounting	accounting	PROPN
gujaf-419	194	4	and	and	CCONJ
gujaf-419	194	5	financial	financial	ADJ
gujaf-419	194	6	studies	study	NOUN
gujaf-419	194	7	journal	journal	NOUN
gujaf-419	194	8	,	,	PUNCT
gujaf-419	194	9	23(2	23(2	NUM
gujaf-419	194	10	)	)	PUNCT
gujaf-419	194	11	,	,	PUNCT
gujaf-419	194	12	2635	2635	NUM
gujaf-419	194	13	.	.	PUNCT
gujaf-419	195	1	armansyah	armansyah	PROPN
gujaf-419	195	2	,	,	PUNCT
gujaf-419	195	3	r.	r.	PROPN
gujaf-419	195	4	f.	f.	PROPN
gujaf-419	195	5	(	(	PUNCT
gujaf-419	195	6	2021	2021	NUM
gujaf-419	195	7	)	)	PUNCT
gujaf-419	195	8	.	.	PUNCT
gujaf-419	196	1	overconfidence	overconfidence	NOUN
gujaf-419	196	2	,	,	PUNCT
gujaf-419	196	3	mental	mental	ADJ
gujaf-419	196	4	accounting	accounting	NOUN
gujaf-419	196	5	,	,	PUNCT
gujaf-419	196	6	and	and	CCONJ
gujaf-419	196	7	loss	loss	NOUN
gujaf-419	196	8	aversion	aversion	NOUN
gujaf-419	196	9	in	in	ADP
gujaf-419	196	10	investment	investment	NOUN
gujaf-419	196	11	gusau	gusau	ADJ
gujaf-419	196	12	journal	journal	NOUN
gujaf-419	196	13	of	of	ADP
gujaf-419	196	14	accounting	accounting	NOUN
gujaf-419	196	15	and	and	CCONJ
gujaf-419	196	16	finance	finance	NOUN
gujaf-419	196	17	,	,	PUNCT
gujaf-419	196	18	vol.6	vol.6	PROPN
gujaf-419	196	19	,	,	PUNCT
gujaf-419	196	20	issue	issue	NOUN
gujaf-419	196	21	2	2	NUM
gujaf-419	196	22	,	,	PUNCT
gujaf-419	196	23	april	april	PROPN
gujaf-419	196	24	,	,	PUNCT
gujaf-419	196	25	2025	2025	NUM
gujaf-419	196	26	119	119	NUM
gujaf-419	196	27	decision	decision	NOUN
gujaf-419	196	28	.	.	PUNCT
gujaf-419	197	1	journal	journal	NOUN
gujaf-419	197	2	of	of	ADP
gujaf-419	197	3	auditing	auditing	NOUN
gujaf-419	197	4	,	,	PUNCT
gujaf-419	197	5	finance	finance	NOUN
gujaf-419	197	6	,	,	PUNCT
gujaf-419	197	7	and	and	CCONJ
gujaf-419	197	8	forensic	forensic	ADJ
gujaf-419	197	9	accounting	accounting	NOUN
gujaf-419	197	10	,	,	PUNCT
gujaf-419	197	11	9(1	9(1	NUM
gujaf-419	197	12	)	)	PUNCT
gujaf-419	197	13	,	,	PUNCT
gujaf-419	197	14	44–53	44–53	NUM
gujaf-419	197	15	.	.	PUNCT
gujaf-419	198	1	audu	audu	PROPN
gujaf-419	198	2	,	,	PUNCT
gujaf-419	198	3	i.	i.	PROPN
gujaf-419	198	4	,	,	PUNCT
gujaf-419	198	5	&	&	CCONJ
gujaf-419	198	6	abubakar	abubakar	PROPN
gujaf-419	198	7	,	,	PUNCT
gujaf-419	198	8	m.	m.	NOUN
gujaf-419	198	9	a.	a.	NOUN
gujaf-419	198	10	(	(	PUNCT
gujaf-419	198	11	2019	2019	NUM
gujaf-419	198	12	)	)	PUNCT
gujaf-419	198	13	.	.	PUNCT
gujaf-419	199	1	behavioural	behavioural	ADJ
gujaf-419	199	2	biases	bias	NOUN
gujaf-419	199	3	in	in	ADP
gujaf-419	199	4	investment	investment	NOUN
gujaf-419	199	5	decisions	decision	NOUN
gujaf-419	199	6	 	 	SPACE
gujaf-419	199	7	:	:	PUNCT
gujaf-419	199	8	component	component	NOUN
gujaf-419	199	9	factors	factor	NOUN
gujaf-419	199	10	extraction	extraction	NOUN
gujaf-419	199	11	.	.	PUNCT
gujaf-419	200	1	epra	epra	PROPN
gujaf-419	200	2	international	international	PROPN
gujaf-419	200	3	journal	journal	PROPN
gujaf-419	200	4	of	of	ADP
gujaf-419	200	5	economic	economic	ADJ
gujaf-419	200	6	and	and	CCONJ
gujaf-419	200	7	business	business	NOUN
gujaf-419	200	8	review	review	NOUN
gujaf-419	200	9	,	,	PUNCT
gujaf-419	200	10	365(february	365(february	NUM
gujaf-419	200	11	)	)	PUNCT
gujaf-419	200	12	,	,	PUNCT
gujaf-419	200	13	31–40	31–40	NUM
gujaf-419	200	14	.	.	PUNCT
gujaf-419	201	1	bouteska	bouteska	PROPN
gujaf-419	201	2	,	,	PUNCT
gujaf-419	201	3	a.	a.	PROPN
gujaf-419	201	4	,	,	PUNCT
gujaf-419	201	5	&	&	CCONJ
gujaf-419	201	6	regaieg	regaieg	PROPN
gujaf-419	201	7	,	,	PUNCT
gujaf-419	201	8	b.	b.	PROPN
gujaf-419	201	9	(	(	PUNCT
gujaf-419	201	10	2020	2020	NUM
gujaf-419	201	11	)	)	PUNCT
gujaf-419	201	12	.	.	PUNCT
gujaf-419	202	1	loss	loss	NOUN
gujaf-419	202	2	aversion	aversion	NOUN
gujaf-419	202	3	,	,	PUNCT
gujaf-419	202	4	overconfidence	overconfidence	NOUN
gujaf-419	202	5	of	of	ADP
gujaf-419	202	6	investors	investor	NOUN
gujaf-419	202	7	and	and	CCONJ
gujaf-419	202	8	their	their	PRON
gujaf-419	202	9	impact	impact	NOUN
gujaf-419	202	10	on	on	ADP
gujaf-419	202	11	market	market	NOUN
gujaf-419	202	12	performance	performance	NOUN
gujaf-419	202	13	evidence	evidence	NOUN
gujaf-419	202	14	from	from	ADP
gujaf-419	202	15	the	the	DET
gujaf-419	202	16	us	us	PROPN
gujaf-419	202	17	stock	stock	NOUN
gujaf-419	202	18	markets	market	NOUN
gujaf-419	202	19	.	.	PUNCT
gujaf-419	203	1	journal	journal	PROPN
gujaf-419	203	2	of	of	ADP
gujaf-419	203	3	economics	economic	NOUN
gujaf-419	203	4	,	,	PUNCT
gujaf-419	203	5	finance	finance	NOUN
gujaf-419	203	6	and	and	CCONJ
gujaf-419	203	7	administrative	administrative	ADJ
gujaf-419	203	8	science	science	NOUN
gujaf-419	203	9	,	,	PUNCT
gujaf-419	203	10	25(50	25(50	NUM
gujaf-419	203	11	)	)	PUNCT
gujaf-419	203	12	,	,	PUNCT
gujaf-419	203	13	451–478	451–478	NUM
gujaf-419	203	14	.	.	PUNCT
gujaf-419	204	1	https://doi.org/10.1108/jefas-07-2017-0081	https://doi.org/10.1108/jefas-07-2017-0081	PROPN
gujaf-419	204	2	cherono	cherono	PROPN
gujaf-419	204	3	,	,	PUNCT
gujaf-419	204	4	i.	i.	PROPN
gujaf-419	204	5	(	(	PUNCT
gujaf-419	204	6	2020	2020	NUM
gujaf-419	204	7	)	)	PUNCT
gujaf-419	204	8	.	.	PUNCT
gujaf-419	205	1	investor	investor	NOUN
gujaf-419	205	2	behaviour	behaviour	NOUN
gujaf-419	205	3	and	and	CCONJ
gujaf-419	205	4	.	.	PUNCT
gujaf-419	206	1	european	european	PROPN
gujaf-419	206	2	journal	journal	PROPN
gujaf-419	206	3	of	of	ADP
gujaf-419	206	4	economic	economic	ADJ
gujaf-419	206	5	and	and	CCONJ
gujaf-419	206	6	financial	financial	ADJ
gujaf-419	206	7	research	research	NOUN
gujaf-419	206	8	,	,	PUNCT
gujaf-419	206	9	4(2	4(2	NUM
gujaf-419	206	10	)	)	PUNCT
gujaf-419	206	11	,	,	PUNCT
gujaf-419	206	12	89–127	89–127	NUM
gujaf-419	206	13	.	.	PUNCT
gujaf-419	207	1	https://doi.org/10.46827/ejefr.v4i2.856	https://doi.org/10.46827/ejefr.v4i2.856	PROPN
gujaf-419	207	2	cherono	cherono	PROPN
gujaf-419	207	3	,	,	PUNCT
gujaf-419	207	4	i.	i.	PROPN
gujaf-419	207	5	,	,	PUNCT
gujaf-419	207	6	nasieku	nasieku	PROPN
gujaf-419	207	7	,	,	PUNCT
gujaf-419	207	8	t.	t.	PROPN
gujaf-419	207	9	,	,	PUNCT
gujaf-419	207	10	&	&	CCONJ
gujaf-419	207	11	olweny	olweny	VERB
gujaf-419	207	12	,	,	PUNCT
gujaf-419	207	13	t.	t.	PROPN
gujaf-419	207	14	(	(	PUNCT
gujaf-419	207	15	2018	2018	NUM
gujaf-419	207	16	)	)	PUNCT
gujaf-419	207	17	.	.	PUNCT
gujaf-419	208	1	effect	effect	NOUN
gujaf-419	208	2	of	of	ADP
gujaf-419	208	3	investor	investor	NOUN
gujaf-419	208	4	overconfidence	overconfidence	NOUN
gujaf-419	208	5	behavior	behavior	NOUN
gujaf-419	208	6	on	on	ADP
gujaf-419	208	7	stock	stock	NOUN
gujaf-419	208	8	market	market	NOUN
gujaf-419	208	9	reactions	reaction	NOUN
gujaf-419	208	10	in	in	ADP
gujaf-419	208	11	kenya	kenya	PROPN
gujaf-419	208	12	for	for	ADP
gujaf-419	208	13	the	the	DET
gujaf-419	208	14	year	year	NOUN
gujaf-419	208	15	2004	2004	NUM
gujaf-419	208	16	to	to	ADP
gujaf-419	208	17	2016	2016	NUM
gujaf-419	208	18	.	.	PUNCT
gujaf-419	209	1	the	the	DET
gujaf-419	209	2	open	open	ADJ
gujaf-419	209	3	journal	journal	NOUN
gujaf-419	209	4	of	of	ADP
gujaf-419	209	5	economics	economic	NOUN
gujaf-419	209	6	and	and	CCONJ
gujaf-419	209	7	finance	finance	NOUN
gujaf-419	209	8	,	,	PUNCT
gujaf-419	209	9	2(65–79	2(65–79	ADV
gujaf-419	209	10	)	)	PUNCT
gujaf-419	209	11	,	,	PUNCT
gujaf-419	209	12	65–70	65–70	NUM
gujaf-419	209	13	.	.	PUNCT
gujaf-419	210	1	edeh	edeh	PROPN
gujaf-419	210	2	,	,	PUNCT
gujaf-419	210	3	b.	b.	PROPN
gujaf-419	210	4	m.	m.	PROPN
gujaf-419	210	5	,	,	PUNCT
gujaf-419	210	6	ibrahim	ibrahim	PROPN
gujaf-419	210	7	,	,	PUNCT
gujaf-419	210	8	u.	u.	PROPN
gujaf-419	210	9	a.	a.	PROPN
gujaf-419	210	10	,	,	PUNCT
gujaf-419	210	11	maitala	maitala	PROPN
gujaf-419	210	12	,	,	PUNCT
gujaf-419	210	13	f.	f.	PROPN
gujaf-419	210	14	,	,	PUNCT
gujaf-419	210	15	&	&	CCONJ
gujaf-419	210	16	daniel	daniel	PROPN
gujaf-419	210	17	,	,	PUNCT
gujaf-419	210	18	c.	c.	PROPN
gujaf-419	210	19	o.	o.	PROPN
gujaf-419	210	20	(	(	PUNCT
gujaf-419	210	21	2023	2023	NUM
gujaf-419	210	22	)	)	PUNCT
gujaf-419	210	23	.	.	PUNCT
gujaf-419	211	1	behavioural	behavioural	ADJ
gujaf-419	211	2	factors	factor	NOUN
gujaf-419	211	3	effect	effect	VERB
gujaf-419	211	4	on	on	ADP
gujaf-419	211	5	investors	investor	NOUN
gujaf-419	211	6	’	'	PUNCT
gujaf-419	211	7	investment	investment	NOUN
gujaf-419	211	8	performance	performance	NOUN
gujaf-419	211	9	 	 	SPACE
gujaf-419	211	10	:	:	PUNCT
gujaf-419	211	11	a	a	DET
gujaf-419	211	12	survey	survey	NOUN
gujaf-419	211	13	from	from	ADP
gujaf-419	211	14	the	the	DET
gujaf-419	211	15	nigerian	nigerian	ADJ
gujaf-419	211	16	capital	capital	NOUN
gujaf-419	211	17	market	market	NOUN
gujaf-419	211	18	.	.	PUNCT
gujaf-419	212	1	wseas	wseas	VERB
gujaf-419	212	2	transactions	transaction	NOUN
gujaf-419	212	3	on	on	ADP
gujaf-419	212	4	business	business	NOUN
gujaf-419	212	5	and	and	CCONJ
gujaf-419	212	6	economics	economic	NOUN
gujaf-419	212	7	,	,	PUNCT
gujaf-419	212	8	20	20	NUM
gujaf-419	212	9	,	,	PUNCT
gujaf-419	212	10	284–294	284–294	NUM
gujaf-419	212	11	.	.	PUNCT
gujaf-419	213	1	https://doi.org/10.37394/23207.2023.20.27	https://doi.org/10.37394/23207.2023.20.27	ADJ
gujaf-419	213	2	gunathilaka	gunathilaka	NOUN
gujaf-419	213	3	,	,	PUNCT
gujaf-419	213	4	r.	r.	PROPN
gujaf-419	213	5	c.	c.	PROPN
gujaf-419	213	6	,	,	PUNCT
gujaf-419	213	7	&	&	CCONJ
gujaf-419	213	8	fernando	fernando	PROPN
gujaf-419	213	9	,	,	PUNCT
gujaf-419	213	10	j.	j.	PROPN
gujaf-419	213	11	m.	m.	PROPN
gujaf-419	213	12	r.	r.	PROPN
gujaf-419	213	13	(	(	PUNCT
gujaf-419	213	14	2021	2021	NUM
gujaf-419	213	15	)	)	PUNCT
gujaf-419	213	16	.	.	PUNCT
gujaf-419	214	1	do	do	AUX
gujaf-419	214	2	behavioral	behavioral	ADJ
gujaf-419	214	3	biases	bias	NOUN
gujaf-419	214	4	differ	differ	VERB
gujaf-419	214	5	among	among	ADP
gujaf-419	214	6	institutional	institutional	ADJ
gujaf-419	214	7	and	and	CCONJ
gujaf-419	214	8	individual	individual	ADJ
gujaf-419	214	9	investors	investor	NOUN
gujaf-419	214	10	?	?	PUNCT
gujaf-419	215	1	accounting	accounting	NOUN
gujaf-419	215	2	and	and	CCONJ
gujaf-419	215	3	finance	finance	NOUN
gujaf-419	215	4	,	,	PUNCT
gujaf-419	215	5	2(2(92	2(2(92	NUM
gujaf-419	215	6	)	)	PUNCT
gujaf-419	215	7	)	)	PUNCT
gujaf-419	215	8	,	,	PUNCT
gujaf-419	215	9	61–73	61–73	NUM
gujaf-419	215	10	.	.	PUNCT
gujaf-419	216	1	https://doi.org/10.33146/2307-9878-2021-2(92)-61-73	https://doi.org/10.33146/2307-9878-2021-2(92)-61-73	PROPN
gujaf-419	216	2	hamidon	hamidon	PROPN
gujaf-419	216	3	,	,	PUNCT
gujaf-419	216	4	t.	t.	PROPN
gujaf-419	216	5	,	,	PUNCT
gujaf-419	216	6	&	&	CCONJ
gujaf-419	216	7	kehelwalatenna	kehelwalatenna	NOUN
gujaf-419	216	8	,	,	PUNCT
gujaf-419	216	9	s.	s.	PROPN
gujaf-419	216	10	(	(	PUNCT
gujaf-419	216	11	2020	2020	NUM
gujaf-419	216	12	)	)	PUNCT
gujaf-419	216	13	.	.	PUNCT
gujaf-419	217	1	the	the	DET
gujaf-419	217	2	influence	influence	NOUN
gujaf-419	217	3	of	of	ADP
gujaf-419	217	4	behavioural	behavioural	ADJ
gujaf-419	217	5	finance	finance	NOUN
gujaf-419	217	6	factors	factor	NOUN
gujaf-419	217	7	and	and	CCONJ
gujaf-419	217	8	the	the	DET
gujaf-419	217	9	moderating	moderate	VERB
gujaf-419	217	10	effects	effect	NOUN
gujaf-419	217	11	of	of	ADP
gujaf-419	217	12	contextual	contextual	ADJ
gujaf-419	217	13	and	and	CCONJ
gujaf-419	217	14	demographic	demographic	ADJ
gujaf-419	217	15	factors	factor	NOUN
gujaf-419	217	16	on	on	ADP
gujaf-419	217	17	individual	individual	ADJ
gujaf-419	217	18	investor	investor	NOUN
gujaf-419	217	19	’s	’s	PART
gujaf-419	217	20	investment	investment	NOUN
gujaf-419	217	21	performance	performance	NOUN
gujaf-419	217	22	.	.	PUNCT
gujaf-419	218	1	accounting	accounting	NOUN
gujaf-419	218	2	and	and	CCONJ
gujaf-419	218	3	finance	finance	NOUN
gujaf-419	218	4	research	research	NOUN
gujaf-419	218	5	,	,	PUNCT
gujaf-419	218	6	9(3	9(3	NUM
gujaf-419	218	7	)	)	PUNCT
gujaf-419	218	8	,	,	PUNCT
gujaf-419	218	9	101	101	NUM
gujaf-419	218	10	.	.	PUNCT
gujaf-419	219	1	https://doi.org/10.5430/afr.v9n3p101	https://doi.org/10.5430/afr.v9n3p101	PROPN
gujaf-419	219	2	ibrahim	ibrahim	PROPN
gujaf-419	219	3	,	,	PUNCT
gujaf-419	219	4	u.	u.	PROPN
gujaf-419	219	5	a.	a.	PROPN
gujaf-419	219	6	,	,	PUNCT
gujaf-419	219	7	&	&	CCONJ
gujaf-419	219	8	umar	umar	PROPN
gujaf-419	219	9	,	,	PUNCT
gujaf-419	219	10	f.	f.	PROPN
gujaf-419	219	11	f.	f.	PROPN
gujaf-419	219	12	(	(	PUNCT
gujaf-419	219	13	2017b	2017b	NUM
gujaf-419	219	14	)	)	PUNCT
gujaf-419	219	15	.	.	PUNCT
gujaf-419	220	1	investigating	investigate	VERB
gujaf-419	220	2	the	the	DET
gujaf-419	220	3	effects	effect	NOUN
gujaf-419	220	4	of	of	ADP
gujaf-419	220	5	behavioral	behavioral	ADJ
gujaf-419	220	6	factors	factor	NOUN
gujaf-419	220	7	on	on	ADP
gujaf-419	220	8	investment	investment	NOUN
gujaf-419	220	9	performance	performance	NOUN
gujaf-419	220	10	in	in	ADP
gujaf-419	220	11	nigerian	nigerian	ADJ
gujaf-419	220	12	capital	capital	NOUN
gujaf-419	220	13	market	market	NOUN
gujaf-419	220	14	.	.	PUNCT
gujaf-419	221	1	nile	nile	PROPN
gujaf-419	221	2	journal	journal	PROPN
gujaf-419	221	3	of	of	ADP
gujaf-419	221	4	business	business	NOUN
gujaf-419	221	5	and	and	CCONJ
gujaf-419	221	6	economics	economic	NOUN
gujaf-419	221	7	,	,	PUNCT
gujaf-419	221	8	7(3	7(3	NUM
gujaf-419	221	9	)	)	PUNCT
gujaf-419	221	10	,	,	PUNCT
gujaf-419	221	11	65–82	65–82	NUM
gujaf-419	221	12	.	.	PUNCT
gujaf-419	221	13	https://doi.org/10.20321/nilejbe.v3i6.xxx	https://doi.org/10.20321/nilejbe.v3i6.xxx	PROPN
gujaf-419	221	14	kasoga	kasoga	PROPN
gujaf-419	221	15	,	,	PUNCT
gujaf-419	221	16	p.	p.	PROPN
gujaf-419	221	17	s.	s.	PROPN
gujaf-419	221	18	(	(	PUNCT
gujaf-419	221	19	2021	2021	NUM
gujaf-419	221	20	)	)	PUNCT
gujaf-419	221	21	.	.	PUNCT
gujaf-419	222	1	heuristic	heuristic	ADJ
gujaf-419	222	2	biases	bias	NOUN
gujaf-419	222	3	and	and	CCONJ
gujaf-419	222	4	investment	investment	NOUN
gujaf-419	222	5	decisions	decision	NOUN
gujaf-419	222	6	:	:	PUNCT
gujaf-419	222	7	multiple	multiple	ADJ
gujaf-419	222	8	mediation	mediation	NOUN
gujaf-419	222	9	mechanisms	mechanism	NOUN
gujaf-419	222	10	of	of	ADP
gujaf-419	222	11	risk	risk	NOUN
gujaf-419	222	12	tolerance	tolerance	NOUN
gujaf-419	222	13	and	and	CCONJ
gujaf-419	222	14	financial	financial	ADJ
gujaf-419	222	15	literacy	literacy	NOUN
gujaf-419	222	16	—	—	PUNCT
gujaf-419	222	17	a	a	DET
gujaf-419	222	18	survey	survey	NOUN
gujaf-419	222	19	at	at	ADP
gujaf-419	222	20	the	the	DET
gujaf-419	222	21	tanzania	tanzania	PROPN
gujaf-419	222	22	stock	stock	NOUN
gujaf-419	222	23	market	market	NOUN
gujaf-419	222	24	.	.	PUNCT
gujaf-419	223	1	journal	journal	NOUN
gujaf-419	223	2	of	of	ADP
gujaf-419	223	3	money	money	NOUN
gujaf-419	223	4	and	and	CCONJ
gujaf-419	223	5	business	business	NOUN
gujaf-419	223	6	,	,	PUNCT
gujaf-419	223	7	1(2	1(2	NUM
gujaf-419	223	8	)	)	PUNCT
gujaf-419	223	9	,	,	PUNCT
gujaf-419	223	10	102–116	102–116	NUM
gujaf-419	223	11	.	.	PUNCT
gujaf-419	224	1	https://doi.org/10.1108/jmb-102021-0037	https://doi.org/10.1108/jmb-102021-0037	PROPN
gujaf-419	224	2	lad	lad	PROPN
gujaf-419	224	3	,	,	PUNCT
gujaf-419	224	4	c.	c.	PROPN
gujaf-419	224	5	j.	j.	PROPN
gujaf-419	224	6	,	,	PUNCT
gujaf-419	224	7	&	&	CCONJ
gujaf-419	224	8	tailor	tailor	PROPN
gujaf-419	224	9	,	,	PUNCT
gujaf-419	224	10	h.	h.	PROPN
gujaf-419	224	11	r.	r.	PROPN
gujaf-419	224	12	(	(	PUNCT
gujaf-419	224	13	2018	2018	NUM
gujaf-419	224	14	)	)	PUNCT
gujaf-419	224	15	.	.	PUNCT
gujaf-419	225	1	a	a	DET
gujaf-419	225	2	study	study	NOUN
gujaf-419	225	3	on	on	ADP
gujaf-419	225	4	behavioural	behavioural	ADJ
gujaf-419	225	5	factors	factor	NOUN
gujaf-419	225	6	influencing	influence	VERB
gujaf-419	225	7	individual	individual	ADJ
gujaf-419	225	8	investment	investment	NOUN
gujaf-419	225	9	decision	decision	NOUN
gujaf-419	225	10	making	make	VERB
gujaf-419	225	11	(	(	PUNCT
gujaf-419	225	12	proposed	propose	VERB
gujaf-419	225	13	by	by	ADP
gujaf-419	225	14	phuoc	phuoc	NOUN
gujaf-419	225	15	luong	luong	PROPN
gujaf-419	225	16	and	and	CCONJ
gujaf-419	225	17	doan	doan	PROPN
gujaf-419	225	18	,	,	PUNCT
gujaf-419	225	19	thi	thi	AUX
gujaf-419	225	20	thu	thu	PROPN
gujaf-419	225	21	hal,2011	hal,2011	NOUN
gujaf-419	225	22	)	)	PUNCT
gujaf-419	225	23	with	with	ADP
gujaf-419	225	24	special	special	ADJ
gujaf-419	225	25	reference	reference	NOUN
gujaf-419	225	26	to	to	ADP
gujaf-419	225	27	south	south	ADJ
gujaf-419	225	28	gujarat	gujarat	PROPN
gujaf-419	225	29	region	region	NOUN
gujaf-419	225	30	.	.	PUNCT
gujaf-419	226	1	international	international	ADJ
gujaf-419	226	2	journal	journal	NOUN
gujaf-419	226	3	of	of	ADP
gujaf-419	226	4	latest	late	ADJ
gujaf-419	226	5	engineering	engineering	NOUN
gujaf-419	226	6	research	research	NOUN
gujaf-419	226	7	and	and	CCONJ
gujaf-419	226	8	applications	application	NOUN
gujaf-419	226	9	(	(	PUNCT
gujaf-419	226	10	ijlera	ijlera	NOUN
gujaf-419	226	11	)	)	PUNCT
gujaf-419	226	12	,	,	PUNCT
gujaf-419	226	13	3(3	3(3	NUM
gujaf-419	226	14	)	)	PUNCT
gujaf-419	226	15	,	,	PUNCT
gujaf-419	226	16	70–80	70–80	NUM
gujaf-419	226	17	.	.	PUNCT
gujaf-419	227	1	mohammad	mohammad	PROPN
gujaf-419	227	2	,	,	PUNCT
gujaf-419	227	3	m.	m.	PROPN
gujaf-419	227	4	h.	h.	PROPN
gujaf-419	227	5	,	,	PUNCT
gujaf-419	227	6	mohamed	mohamed	PROPN
gujaf-419	227	7	,	,	PUNCT
gujaf-419	227	8	d.	d.	PROPN
gujaf-419	227	9	,	,	PUNCT
gujaf-419	227	10	mohamed	mohamed	PROPN
gujaf-419	227	11	,	,	PUNCT
gujaf-419	227	12	e.	e.	PROPN
gujaf-419	227	13	,	,	PUNCT
gujaf-419	227	14	abd	abd	PROPN
gujaf-419	227	15	,	,	PUNCT
gujaf-419	227	16	e.	e.	PROPN
gujaf-419	227	17	,	,	PUNCT
gujaf-419	227	18	&	&	CCONJ
gujaf-419	227	19	tolba	tolba	PROPN
gujaf-419	227	20	,	,	PUNCT
gujaf-419	227	21	e.	e.	PROPN
gujaf-419	227	22	(	(	PUNCT
gujaf-419	227	23	2021	2021	NUM
gujaf-419	227	24	)	)	PUNCT
gujaf-419	227	25	.	.	PUNCT
gujaf-419	228	1	the	the	DET
gujaf-419	228	2	impact	impact	NOUN
gujaf-419	228	3	of	of	ADP
gujaf-419	228	4	gusau	gusau	ADJ
gujaf-419	228	5	journal	journal	NOUN
gujaf-419	228	6	of	of	ADP
gujaf-419	228	7	accounting	accounting	NOUN
gujaf-419	228	8	and	and	CCONJ
gujaf-419	228	9	finance	finance	NOUN
gujaf-419	228	10	,	,	PUNCT
gujaf-419	228	11	vol.6	vol.6	PROPN
gujaf-419	228	12	,	,	PUNCT
gujaf-419	228	13	issue	issue	NOUN
gujaf-419	228	14	2	2	NUM
gujaf-419	228	15	,	,	PUNCT
gujaf-419	228	16	april	april	PROPN
gujaf-419	228	17	,	,	PUNCT
gujaf-419	228	18	2025	2025	NUM
gujaf-419	228	19	120	120	NUM
gujaf-419	228	20	corporate	corporate	ADJ
gujaf-419	228	21	performance	performance	NOUN
gujaf-419	228	22	on	on	ADP
gujaf-419	228	23	mental	mental	ADJ
gujaf-419	228	24	accounting	accounting	NOUN
gujaf-419	228	25	and	and	CCONJ
gujaf-419	228	26	loss	loss	NOUN
gujaf-419	228	27	aversion	aversion	NOUN
gujaf-419	228	28	in	in	ADP
gujaf-419	228	29	financial	financial	ADJ
gujaf-419	228	30	decisions	decision	NOUN
gujaf-419	228	31	.	.	PUNCT
gujaf-419	229	1	international	international	ADJ
gujaf-419	229	2	journal	journal	PROPN
gujaf-419	229	3	of	of	ADP
gujaf-419	229	4	financial	financial	ADJ
gujaf-419	229	5	research	research	NOUN
gujaf-419	229	6	,	,	PUNCT
gujaf-419	229	7	12(4	12(4	NUM
gujaf-419	229	8	)	)	PUNCT
gujaf-419	229	9	,	,	PUNCT
gujaf-419	229	10	259–267	259–267	NUM
gujaf-419	229	11	.	.	PUNCT
gujaf-419	230	1	https://doi.org/10.5430/ijfr.v12n4p259	https://doi.org/10.5430/ijfr.v12n4p259	NOUN
gujaf-419	230	2	naomi	naomi	NOUN
gujaf-419	230	3	,	,	PUNCT
gujaf-419	230	4	c.	c.	NOUN
gujaf-419	230	5	,	,	PUNCT
gujaf-419	230	6	kiprop	kiprop	PROPN
gujaf-419	230	7	,	,	PUNCT
gujaf-419	230	8	s.	s.	PROPN
gujaf-419	230	9	,	,	PUNCT
gujaf-419	230	10	&	&	CCONJ
gujaf-419	230	11	tanui	tanui	PROPN
gujaf-419	230	12	,	,	PUNCT
gujaf-419	230	13	j.	j.	PROPN
gujaf-419	230	14	(	(	PUNCT
gujaf-419	230	15	2018	2018	NUM
gujaf-419	230	16	)	)	PUNCT
gujaf-419	230	17	.	.	PUNCT
gujaf-419	231	1	influence	influence	NOUN
gujaf-419	231	2	of	of	ADP
gujaf-419	231	3	herding	herd	VERB
gujaf-419	231	4	behavior	behavior	NOUN
gujaf-419	231	5	on	on	ADP
gujaf-419	231	6	investment	investment	NOUN
gujaf-419	231	7	decision	decision	NOUN
gujaf-419	231	8	of	of	ADP
gujaf-419	231	9	smes	sme	NOUN
gujaf-419	231	10	in	in	ADP
gujaf-419	231	11	bomet	bomet	PROPN
gujaf-419	231	12	county	county	PROPN
gujaf-419	231	13	,	,	PUNCT
gujaf-419	231	14	kenya	kenya	PROPN
gujaf-419	231	15	.	.	PUNCT
gujaf-419	232	1	journal	journal	PROPN
gujaf-419	232	2	of	of	ADP
gujaf-419	232	3	economics	economic	NOUN
gujaf-419	232	4	,	,	PUNCT
gujaf-419	232	5	business	business	NOUN
gujaf-419	232	6	and	and	CCONJ
gujaf-419	232	7	management	management	NOUN
gujaf-419	232	8	,	,	PUNCT
gujaf-419	232	9	4464(2	4464(2	NUM
gujaf-419	232	10	)	)	PUNCT
gujaf-419	232	11	,	,	PUNCT
gujaf-419	232	12	34–39	34–39	NUM
gujaf-419	232	13	.	.	PUNCT
gujaf-419	233	1	https://doi.org/10.36349/easjebm.2018.v01i02.001	https://doi.org/10.36349/easjebm.2018.v01i02.001	PROPN
gujaf-419	233	2	njenga	njenga	ADV
gujaf-419	233	3	,	,	PUNCT
gujaf-419	233	4	e.	e.	PROPN
gujaf-419	233	5	.	.	PROPN
gujaf-419	233	6	,	,	PUNCT
gujaf-419	233	7	&	&	CCONJ
gujaf-419	233	8	kagiri	kagiri	PROPN
gujaf-419	233	9	,	,	PUNCT
gujaf-419	233	10	a.	a.	PROPN
gujaf-419	233	11	(	(	PUNCT
gujaf-419	233	12	2018	2018	NUM
gujaf-419	233	13	)	)	PUNCT
gujaf-419	233	14	.	.	PUNCT
gujaf-419	234	1	effect	effect	NOUN
gujaf-419	234	2	of	of	ADP
gujaf-419	234	3	behavioral	behavioral	ADJ
gujaf-419	234	4	bias	bias	NOUN
gujaf-419	234	5	on	on	ADP
gujaf-419	234	6	real	real	ADJ
gujaf-419	234	7	estate	estate	NOUN
gujaf-419	234	8	prices	price	NOUN
gujaf-419	234	9	in	in	ADP
gujaf-419	234	10	kenya(a	kenya(a	NOUN
gujaf-419	234	11	case	case	NOUN
gujaf-419	234	12	of	of	ADP
gujaf-419	234	13	real	real	ADJ
gujaf-419	234	14	estates	estate	NOUN
gujaf-419	234	15	in	in	ADP
gujaf-419	234	16	kiambu	kiambu	PROPN
gujaf-419	234	17	county	county	PROPN
gujaf-419	234	18	)	)	PUNCT
gujaf-419	234	19	.	.	PUNCT
gujaf-419	235	1	the	the	DET
gujaf-419	235	2	strategic	strategic	ADJ
gujaf-419	235	3	journal	journal	NOUN
gujaf-419	235	4	of	of	ADP
gujaf-419	235	5	business	business	PROPN
gujaf-419	235	6	&	&	CCONJ
gujaf-419	235	7	change	change	PROPN
gujaf-419	235	8	management	management	NOUN
gujaf-419	235	9	,	,	PUNCT
gujaf-419	235	10	5(2	5(2	NUM
gujaf-419	235	11	)	)	PUNCT
gujaf-419	235	12	,	,	PUNCT
gujaf-419	235	13	1360–1386	1360–1386	NUM
gujaf-419	235	14	.	.	X
gujaf-419	235	15	nusa	nusa	PROPN
gujaf-419	235	16	,	,	PUNCT
gujaf-419	235	17	i.	i.	PROPN
gujaf-419	235	18	b.	b.	PROPN
gujaf-419	235	19	s.	s.	PROPN
gujaf-419	235	20	(	(	PUNCT
gujaf-419	235	21	2021	2021	NUM
gujaf-419	235	22	)	)	PUNCT
gujaf-419	235	23	.	.	PUNCT
gujaf-419	236	1	the	the	DET
gujaf-419	236	2	behavioural	behavioural	ADJ
gujaf-419	236	3	theory	theory	NOUN
gujaf-419	236	4	relevance	relevance	NOUN
gujaf-419	236	5	of	of	ADP
gujaf-419	236	6	mental	mental	ADJ
gujaf-419	236	7	accounting	accounting	NOUN
gujaf-419	236	8	for	for	ADP
gujaf-419	236	9	the	the	DET
gujaf-419	236	10	investment	investment	NOUN
gujaf-419	236	11	decisions	decision	NOUN
gujaf-419	236	12	.	.	PUNCT
gujaf-419	237	1	the	the	DET
gujaf-419	237	2	4th	4th	ADJ
gujaf-419	237	3	international	international	ADJ
gujaf-419	237	4	conference	conference	NOUN
gujaf-419	237	5	on	on	ADP
gujaf-419	237	6	business	business	NOUN
gujaf-419	237	7	,	,	PUNCT
gujaf-419	237	8	economics	economic	NOUN
gujaf-419	237	9	,	,	PUNCT
gujaf-419	237	10	social	social	ADJ
gujaf-419	237	11	sciences	science	NOUN
gujaf-419	237	12	,	,	PUNCT
gujaf-419	237	13	and	and	CCONJ
gujaf-419	237	14	humanities	humanity	NOUN
gujaf-419	237	15	,	,	PUNCT
gujaf-419	237	16	1–7	1–7	NUM
gujaf-419	237	17	.	.	PUNCT
gujaf-419	237	18	ouma	ouma	PROPN
gujaf-419	237	19	,	,	PUNCT
gujaf-419	237	20	h.	h.	PROPN
gujaf-419	237	21	a.	a.	PROPN
gujaf-419	237	22	,	,	PUNCT
gujaf-419	237	23	&	&	CCONJ
gujaf-419	237	24	oluoch	oluoch	PROPN
gujaf-419	237	25	,	,	PUNCT
gujaf-419	237	26	o.	o.	PROPN
gujaf-419	237	27	(	(	PUNCT
gujaf-419	237	28	2019	2019	NUM
gujaf-419	237	29	)	)	PUNCT
gujaf-419	237	30	.	.	PUNCT
gujaf-419	238	1	effect	effect	NOUN
gujaf-419	238	2	of	of	ADP
gujaf-419	238	3	behavioural	behavioural	ADJ
gujaf-419	238	4	biases	bias	NOUN
gujaf-419	238	5	on	on	ADP
gujaf-419	238	6	market	market	NOUN
gujaf-419	238	7	performance	performance	NOUN
gujaf-419	238	8	of	of	ADP
gujaf-419	238	9	shares	share	NOUN
gujaf-419	238	10	of	of	ADP
gujaf-419	238	11	firms	firm	NOUN
gujaf-419	238	12	listed	list	VERB
gujaf-419	238	13	at	at	ADP
gujaf-419	238	14	the	the	DET
gujaf-419	238	15	nairobi	nairobi	PROPN
gujaf-419	238	16	securities	securities	PROPN
gujaf-419	238	17	exchange	exchange	PROPN
gujaf-419	238	18	.	.	PUNCT
gujaf-419	239	1	international	international	ADJ
gujaf-419	239	2	journal	journal	PROPN
gujaf-419	239	3	of	of	ADP
gujaf-419	239	4	scientific	scientific	ADJ
gujaf-419	239	5	and	and	CCONJ
gujaf-419	239	6	management	management	NOUN
gujaf-419	239	7	research	research	NOUN
gujaf-419	239	8	,	,	PUNCT
gujaf-419	239	9	2(6	2(6	NUM
gujaf-419	239	10	)	)	PUNCT
gujaf-419	239	11	,	,	PUNCT
gujaf-419	239	12	9–22	9–22	PROPN
gujaf-419	239	13	.	.	PUNCT
gujaf-419	240	1	özyeşil	özyeşil	PROPN
gujaf-419	240	2	,	,	PUNCT
gujaf-419	240	3	m.	m.	NOUN
gujaf-419	240	4	(	(	PUNCT
gujaf-419	240	5	2019	2019	NUM
gujaf-419	240	6	)	)	PUNCT
gujaf-419	240	7	.	.	PUNCT
gujaf-419	241	1	relationship	relationship	NOUN
gujaf-419	241	2	between	between	ADP
gujaf-419	241	3	brand	brand	NOUN
gujaf-419	241	4	value	value	NOUN
gujaf-419	241	5	,	,	PUNCT
gujaf-419	241	6	firm	firm	ADJ
gujaf-419	241	7	size	size	NOUN
gujaf-419	241	8	and	and	CCONJ
gujaf-419	241	9	stock	stock	NOUN
gujaf-419	241	10	price	price	NOUN
gujaf-419	241	11	performance	performance	NOUN
gujaf-419	241	12	 	 	SPACE
gujaf-419	241	13	:	:	PUNCT
gujaf-419	241	14	2	2	NUM
gujaf-419	241	15	nd	nd	NOUN
gujaf-419	241	16	generation	generation	NOUN
gujaf-419	241	17	panel	panel	NOUN
gujaf-419	241	18	data	data	VERB
gujaf-419	241	19	analysis	analysis	NOUN
gujaf-419	241	20	on	on	ADP
gujaf-419	241	21	turkish	turkish	ADJ
gujaf-419	241	22	retail	retail	ADJ
gujaf-419	241	23	sector	sector	NOUN
gujaf-419	241	24	and	and	CCONJ
gujaf-419	241	25	sport	sport	NOUN
gujaf-419	241	26	clubs	club	NOUN
gujaf-419	241	27	.	.	PUNCT
gujaf-419	242	1	international	international	ADJ
gujaf-419	242	2	journal	journal	PROPN
gujaf-419	242	3	of	of	ADP
gujaf-419	242	4	economics	economic	NOUN
gujaf-419	242	5	and	and	CCONJ
gujaf-419	242	6	financial	financial	ADJ
gujaf-419	242	7	issues	issue	NOUN
gujaf-419	242	8	,	,	PUNCT
gujaf-419	242	9	9(5	9(5	NUM
gujaf-419	242	10	)	)	PUNCT
gujaf-419	242	11	,	,	PUNCT
gujaf-419	242	12	38–43	38–43	NUM
gujaf-419	242	13	.	.	PUNCT
gujaf-419	242	14	rajeshwaran	rajeshwaran	NOUN
gujaf-419	242	15	,	,	PUNCT
gujaf-419	242	16	n.	n.	PROPN
gujaf-419	242	17	(	(	PUNCT
gujaf-419	242	18	2020	2020	NUM
gujaf-419	242	19	)	)	PUNCT
gujaf-419	242	20	.	.	PUNCT
gujaf-419	243	1	the	the	DET
gujaf-419	243	2	impact	impact	NOUN
gujaf-419	243	3	of	of	ADP
gujaf-419	243	4	behavioural	behavioural	ADJ
gujaf-419	243	5	factors	factor	NOUN
gujaf-419	243	6	on	on	ADP
gujaf-419	243	7	investment	investment	NOUN
gujaf-419	243	8	decision	decision	NOUN
gujaf-419	243	9	making	making	NOUN
gujaf-419	243	10	and	and	CCONJ
gujaf-419	243	11	performance	performance	NOUN
gujaf-419	243	12	of	of	ADP
gujaf-419	243	13	cse	cse	NOUN
gujaf-419	243	14	investors	investor	NOUN
gujaf-419	243	15	in	in	ADP
gujaf-419	243	16	eastern	eastern	ADJ
gujaf-419	243	17	province	province	NOUN
gujaf-419	243	18	of	of	ADP
gujaf-419	243	19	sri	sri	PROPN
gujaf-419	243	20	lanka	lanka	PROPN
gujaf-419	243	21	.	.	PUNCT
gujaf-419	244	1	sri	sri	PROPN
gujaf-419	244	2	lanka	lanka	PROPN
gujaf-419	244	3	journal	journal	PROPN
gujaf-419	244	4	of	of	ADP
gujaf-419	244	5	economic	economic	ADJ
gujaf-419	244	6	research	research	NOUN
gujaf-419	244	7	,	,	PUNCT
gujaf-419	244	8	8(1	8(1	NOUN
gujaf-419	244	9	)	)	PUNCT
gujaf-419	244	10	,	,	PUNCT
gujaf-419	244	11	27	27	NUM
gujaf-419	244	12	.	.	PUNCT
gujaf-419	245	1	https://doi.org/10.4038/sljer.v8i1.123	https://doi.org/10.4038/sljer.v8i1.123	NOUN
gujaf-419	245	2	rashwan	rashwan	VERB
gujaf-419	245	3	,	,	PUNCT
gujaf-419	245	4	a.	a.	PROPN
gujaf-419	245	5	e.	e.	PROPN
gujaf-419	245	6	r.	r.	PROPN
gujaf-419	245	7	m.	m.	PROPN
gujaf-419	245	8	,	,	PUNCT
gujaf-419	245	9	&	&	CCONJ
gujaf-419	245	10	shaqfa	shaqfa	PROPN
gujaf-419	245	11	,	,	PUNCT
gujaf-419	245	12	k.	k.	PROPN
gujaf-419	245	13	i.	i.	PROPN
gujaf-419	245	14	(	(	PUNCT
gujaf-419	245	15	2021	2021	NUM
gujaf-419	245	16	)	)	PUNCT
gujaf-419	245	17	.	.	PUNCT
gujaf-419	246	1	measuring	measure	VERB
gujaf-419	246	2	the	the	DET
gujaf-419	246	3	impact	impact	NOUN
gujaf-419	246	4	of	of	ADP
gujaf-419	246	5	mental	mental	ADJ
gujaf-419	246	6	accounting	accounting	NOUN
gujaf-419	246	7	on	on	ADP
gujaf-419	246	8	financial	financial	ADJ
gujaf-419	246	9	and	and	CCONJ
gujaf-419	246	10	investment	investment	NOUN
gujaf-419	246	11	decisions	decision	NOUN
gujaf-419	246	12	among	among	ADP
gujaf-419	246	13	investors	investor	NOUN
gujaf-419	246	14	.	.	PUNCT
gujaf-419	247	1	arab	arab	PROPN
gujaf-419	247	2	journal	journal	PROPN
gujaf-419	247	3	of	of	ADP
gujaf-419	247	4	administration	administration	PROPN
gujaf-419	247	5	,	,	PUNCT
gujaf-419	247	6	44(1	44(1	PROPN
gujaf-419	247	7	)	)	PUNCT
gujaf-419	247	8	,	,	PUNCT
gujaf-419	247	9	227–243	227–243	NUM
gujaf-419	247	10	.	.	PUNCT
gujaf-419	248	1	https://doi.org/10.21608/aja.2021.63395.1044	https://doi.org/10.21608/aja.2021.63395.1044	PROPN
gujaf-419	248	2	rehan	rehan	PROPN
gujaf-419	248	3	,	,	PUNCT
gujaf-419	248	4	m.	m.	NOUN
gujaf-419	248	5	,	,	PUNCT
gujaf-419	248	6	alvi	alvi	PROPN
gujaf-419	248	7	,	,	PUNCT
gujaf-419	248	8	j.	j.	PROPN
gujaf-419	248	9	,	,	PUNCT
gujaf-419	248	10	javed	javed	PROPN
gujaf-419	248	11	,	,	PUNCT
gujaf-419	248	12	l.	l.	PROPN
gujaf-419	248	13	,	,	PUNCT
gujaf-419	248	14	&	&	CCONJ
gujaf-419	248	15	saleem	saleem	PROPN
gujaf-419	248	16	,	,	PUNCT
gujaf-419	248	17	b.	b.	PROPN
gujaf-419	248	18	(	(	PUNCT
gujaf-419	248	19	2021	2021	NUM
gujaf-419	248	20	)	)	PUNCT
gujaf-419	248	21	.	.	PUNCT
gujaf-419	249	1	impact	impact	NOUN
gujaf-419	249	2	of	of	ADP
gujaf-419	249	3	behavioral	behavioral	ADJ
gujaf-419	249	4	factors	factor	NOUN
gujaf-419	249	5	on	on	ADP
gujaf-419	249	6	investment	investment	NOUN
gujaf-419	249	7	decisions	decision	NOUN
gujaf-419	249	8	and	and	CCONJ
gujaf-419	249	9	performance	performance	NOUN
gujaf-419	249	10	 	 	SPACE
gujaf-419	249	11	:	:	PUNCT
gujaf-419	249	12	evidence	evidence	NOUN
gujaf-419	249	13	from	from	ADP
gujaf-419	249	14	pakistan	pakistan	PROPN
gujaf-419	249	15	stock	stock	PROPN
gujaf-419	249	16	exchange	exchange	PROPN
gujaf-419	249	17	.	.	PUNCT
gujaf-419	250	1	market	market	NOUN
gujaf-419	250	2	forces	force	NOUN
gujaf-419	250	3	college	college	PROPN
gujaf-419	250	4	of	of	ADP
gujaf-419	250	5	management	management	NOUN
gujaf-419	250	6	sciences	science	NOUN
gujaf-419	250	7	.	.	PUNCT
gujaf-419	251	1	https://doi.org/10.51153/mf.v16i1.435	https://doi.org/10.51153/mf.v16i1.435	X
gujaf-419	251	2	,	,	PUNCT
gujaf-419	251	3	16(1	16(1	NUM
gujaf-419	251	4	)	)	PUNCT
gujaf-419	251	5	,	,	PUNCT
gujaf-419	251	6	1–22	1–22	NOUN
gujaf-419	251	7	.	.	PUNCT
gujaf-419	252	1	https://doi.org/10.51153/mf.v16i1.435	https://doi.org/10.51153/mf.v16i1.435	ADJ
gujaf-419	252	2	road	road	NOUN
gujaf-419	252	3	,	,	PUNCT
gujaf-419	252	4	e.	e.	PROPN
gujaf-419	252	5	r.	r.	PROPN
gujaf-419	252	6	p.	p.	PROPN
gujaf-419	252	7	,	,	PUNCT
gujaf-419	252	8	barandagh	barandagh	PROPN
gujaf-419	252	9	,	,	PUNCT
gujaf-419	252	10	m.	m.	NOUN
gujaf-419	252	11	i.	i.	PROPN
gujaf-419	252	12	,	,	PUNCT
gujaf-419	252	13	&	&	CCONJ
gujaf-419	252	14	hasanzadeh	hasanzadeh	PROPN
gujaf-419	252	15	,	,	PUNCT
gujaf-419	252	16	m.	m.	NOUN
gujaf-419	252	17	(	(	PUNCT
gujaf-419	252	18	2013	2013	NUM
gujaf-419	252	19	)	)	PUNCT
gujaf-419	252	20	.	.	PUNCT
gujaf-419	253	1	examining	examine	VERB
gujaf-419	253	2	the	the	DET
gujaf-419	253	3	impact	impact	NOUN
gujaf-419	253	4	of	of	ADP
gujaf-419	253	5	mental	mental	ADJ
gujaf-419	253	6	accounting	accounting	NOUN
gujaf-419	253	7	on	on	ADP
gujaf-419	253	8	the	the	DET
gujaf-419	253	9	investment	investment	NOUN
gujaf-419	253	10	decisions	decision	NOUN
gujaf-419	253	11	in	in	ADP
gujaf-419	253	12	the	the	DET
gujaf-419	253	13	tehran	tehran	PROPN
gujaf-419	253	14	stock	stock	PROPN
gujaf-419	253	15	exchange	exchange	PROPN
gujaf-419	253	16	.	.	PUNCT
gujaf-419	254	1	international	international	ADJ
gujaf-419	254	2	journal	journal	NOUN
gujaf-419	254	3	of	of	ADP
gujaf-419	254	4	accounting	accounting	NOUN
gujaf-419	254	5	research	research	NOUN
gujaf-419	254	6	,	,	PUNCT
gujaf-419	254	7	1(1985	1(1985	NUM
gujaf-419	254	8	)	)	PUNCT
gujaf-419	254	9	,	,	PUNCT
gujaf-419	254	10	6–10	6–10	NOUN
gujaf-419	254	11	.	.	PUNCT
gujaf-419	255	1	santi	santi	PROPN
gujaf-419	255	2	,	,	PUNCT
gujaf-419	255	3	f.	f.	PROPN
gujaf-419	255	4	,	,	PUNCT
gujaf-419	255	5	&	&	CCONJ
gujaf-419	255	6	sahara	sahara	PROPN
gujaf-419	255	7	,	,	PUNCT
gujaf-419	255	8	n.	n.	PROPN
gujaf-419	255	9	v.	v.	PROPN
gujaf-419	255	10	(	(	PUNCT
gujaf-419	255	11	2019	2019	NUM
gujaf-419	255	12	)	)	PUNCT
gujaf-419	255	13	.	.	PUNCT
gujaf-419	256	1	the	the	DET
gujaf-419	256	2	effect	effect	NOUN
gujaf-419	256	3	of	of	ADP
gujaf-419	256	4	mental	mental	ADJ
gujaf-419	256	5	accounting	accounting	NOUN
gujaf-419	256	6	on	on	ADP
gujaf-419	256	7	student	student	NOUN
gujaf-419	256	8	’	'	PUNCT
gujaf-419	256	9	s	s	PART
gujaf-419	256	10	investment	investment	NOUN
gujaf-419	256	11	decisions	decision	NOUN
gujaf-419	256	12	 	 	SPACE
gujaf-419	256	13	:	:	PUNCT
gujaf-419	256	14	a	a	DET
gujaf-419	256	15	study	study	NOUN
gujaf-419	256	16	at	at	ADP
gujaf-419	256	17	investment	investment	NOUN
gujaf-419	256	18	gallery	gallery	NOUN
gujaf-419	256	19	(	(	PUNCT
gujaf-419	256	20	gi	gi	INTJ
gujaf-419	256	21	)	)	PUNCT
gujaf-419	256	22	feb	feb	PROPN
gujaf-419	256	23	university	university	PROPN
gujaf-419	256	24	of	of	ADP
gujaf-419	256	25	bengkulu	bengkulu	PROPN
gujaf-419	256	26	and	and	CCONJ
gujaf-419	256	27	syariah	syariah	PROPN
gujaf-419	256	28	investment	investment	NOUN
gujaf-419	256	29	gallery	gallery	NOUN
gujaf-419	256	30	(	(	PUNCT
gujaf-419	256	31	gis	gis	PROPN
gujaf-419	256	32	)	)	PUNCT
gujaf-419	256	33	feb	feb	PROPN
gujaf-419	256	34	iain	iain	PROPN
gujaf-419	256	35	bengkulu	bengkulu	VERB
gujaf-419	256	36	.	.	PUNCT
gujaf-419	257	1	jurnal	jurnal	ADJ
gujaf-419	257	2	ilmiah	ilmiah	PROPN
gujaf-419	257	3	ekonomi	ekonomi	PROPN
gujaf-419	257	4	bisnis	bisnis	PROPN
gujaf-419	257	5	,	,	PUNCT
gujaf-419	257	6	https://doi.org/10.35760/eb.2019.v24i2.1907	https://doi.org/10.35760/eb.2019.v24i2.1907	NOUN
gujaf-419	257	7	,	,	PUNCT
gujaf-419	257	8	24(2	24(2	NUM
gujaf-419	257	9	)	)	PUNCT
gujaf-419	257	10	,	,	PUNCT
gujaf-419	257	11	137–152	137–152	NUM
gujaf-419	257	12	.	.	PUNCT
gujaf-419	258	1	sherani	sherani	PROPN
gujaf-419	258	2	,	,	PUNCT
gujaf-419	258	3	a.	a.	PROPN
gujaf-419	258	4	w.	w.	PROPN
gujaf-419	258	5	,	,	PUNCT
gujaf-419	258	6	&	&	CCONJ
gujaf-419	258	7	naveed	naveed	PROPN
gujaf-419	258	8	.	.	PUNCT
gujaf-419	259	1	(	(	PUNCT
gujaf-419	259	2	2022	2022	NUM
gujaf-419	259	3	)	)	PUNCT
gujaf-419	259	4	.	.	PUNCT
gujaf-419	260	1	impact	impact	NOUN
gujaf-419	260	2	of	of	ADP
gujaf-419	260	3	cognitive	cognitive	ADJ
gujaf-419	260	4	and	and	CCONJ
gujaf-419	260	5	behavioral	behavioral	ADJ
gujaf-419	260	6	biases	bias	NOUN
gujaf-419	260	7	on	on	ADP
gujaf-419	260	8	trade	trade	NOUN
gujaf-419	260	9	gusau	gusau	ADJ
gujaf-419	260	10	journal	journal	NOUN
gujaf-419	260	11	of	of	ADP
gujaf-419	260	12	accounting	accounting	NOUN
gujaf-419	260	13	and	and	CCONJ
gujaf-419	260	14	finance	finance	NOUN
gujaf-419	260	15	,	,	PUNCT
gujaf-419	260	16	vol.6	vol.6	PROPN
gujaf-419	260	17	,	,	PUNCT
gujaf-419	260	18	issue	issue	NOUN
gujaf-419	260	19	2	2	NUM
gujaf-419	260	20	,	,	PUNCT
gujaf-419	260	21	april	april	PROPN
gujaf-419	260	22	,	,	PUNCT
gujaf-419	260	23	2025	2025	NUM
gujaf-419	260	24	121	121	NUM
gujaf-419	260	25	performance	performance	NOUN
gujaf-419	260	26	 	 	SPACE
gujaf-419	260	27	:	:	PUNCT
gujaf-419	260	28	empirical	empirical	ADJ
gujaf-419	260	29	evidence	evidence	NOUN
gujaf-419	260	30	from	from	ADP
gujaf-419	260	31	the	the	DET
gujaf-419	260	32	emerging	emerge	VERB
gujaf-419	260	33	economy	economy	NOUN
gujaf-419	260	34	.	.	PUNCT
gujaf-419	261	1	international	international	ADJ
gujaf-419	261	2	journal	journal	PROPN
gujaf-419	261	3	of	of	ADP
gujaf-419	261	4	business	business	NOUN
gujaf-419	261	5	and	and	CCONJ
gujaf-419	261	6	management	management	NOUN
gujaf-419	261	7	sciences	science	NOUN
gujaf-419	261	8	,	,	PUNCT
gujaf-419	261	9	03(04	03(04	NOUN
gujaf-419	261	10	)	)	PUNCT
gujaf-419	261	11	,	,	PUNCT
gujaf-419	261	12	36–64	36–64	PROPN
gujaf-419	261	13	.	.	PUNCT
gujaf-419	262	1	singh	singh	PROPN
gujaf-419	262	2	,	,	PUNCT
gujaf-419	262	3	a.	a.	PROPN
gujaf-419	262	4	,	,	PUNCT
gujaf-419	262	5	&	&	CCONJ
gujaf-419	262	6	jain	jain	PROPN
gujaf-419	262	7	,	,	PUNCT
gujaf-419	262	8	r.	r.	PROPN
gujaf-419	262	9	(	(	PUNCT
gujaf-419	262	10	2021	2021	NUM
gujaf-419	262	11	)	)	PUNCT
gujaf-419	262	12	.	.	PUNCT
gujaf-419	263	1	impact	impact	NOUN
gujaf-419	263	2	of	of	ADP
gujaf-419	263	3	behavioural	behavioural	ADJ
gujaf-419	263	4	biases	bias	NOUN
gujaf-419	263	5	on	on	ADP
gujaf-419	263	6	investment	investment	NOUN
gujaf-419	263	7	objective	objective	NOUN
gujaf-419	263	8	and	and	CCONJ
gujaf-419	263	9	expected	expect	VERB
gujaf-419	263	10	rate	rate	NOUN
gujaf-419	263	11	of	of	ADP
gujaf-419	263	12	returna	returna	NOUN
gujaf-419	263	13	study	study	NOUN
gujaf-419	263	14	of	of	ADP
gujaf-419	263	15	female	female	ADJ
gujaf-419	263	16	investors	investor	NOUN
gujaf-419	263	17	.	.	PUNCT
gujaf-419	264	1	palarch	palarch	NOUN
gujaf-419	264	2	’s	’s	PART
gujaf-419	264	3	ournal	ournal	NOUN
gujaf-419	264	4	of	of	ADP
gujaf-419	264	5	archaeology	archaeology	NOUN
gujaf-419	264	6	of	of	ADP
gujaf-419	264	7	egypt	egypt	PROPN
gujaf-419	264	8	/	/	SYM
gujaf-419	264	9	egyptology	egyptology	NOUN
gujaf-419	264	10	,	,	PUNCT
gujaf-419	264	11	18(4	18(4	NUM
gujaf-419	264	12	)	)	PUNCT
gujaf-419	264	13	,	,	PUNCT
gujaf-419	264	14	2108–2115	2108–2115	NUM
gujaf-419	264	15	.	.	PUNCT
gujaf-419	265	1	tin	tin	NOUN
gujaf-419	265	2	,	,	PUNCT
gujaf-419	265	3	o.	o.	PROPN
gujaf-419	265	4	s.	s.	PROPN
gujaf-419	265	5	,	,	PUNCT
gujaf-419	265	6	&	&	CCONJ
gujaf-419	265	7	hii	hii	PROPN
gujaf-419	265	8	,	,	PUNCT
gujaf-419	265	9	j.	j.	PROPN
gujaf-419	265	10	w.-s	w.-s	PROPN
gujaf-419	265	11	.	.	PUNCT
gujaf-419	266	1	(	(	PUNCT
gujaf-419	266	2	2020	2020	NUM
gujaf-419	266	3	)	)	PUNCT
gujaf-419	266	4	.	.	PUNCT
gujaf-419	267	1	the	the	DET
gujaf-419	267	2	relationship	relationship	NOUN
gujaf-419	267	3	between	between	ADP
gujaf-419	267	4	heuristics	heuristic	NOUN
gujaf-419	267	5	behaviour	behaviour	NOUN
gujaf-419	267	6	and	and	CCONJ
gujaf-419	267	7	investment	investment	NOUN
gujaf-419	267	8	performance	performance	NOUN
gujaf-419	267	9	on	on	ADP
gujaf-419	267	10	debt	debt	NOUN
gujaf-419	267	11	securities	security	NOUN
gujaf-419	267	12	in	in	ADP
gujaf-419	267	13	johor	johor	PROPN
gujaf-419	267	14	.	.	PUNCT
gujaf-419	268	1	journal	journal	PROPN
gujaf-419	268	2	of	of	ADP
gujaf-419	268	3	arts	arts	PROPN
gujaf-419	268	4	&	&	CCONJ
gujaf-419	268	5	social	social	ADJ
gujaf-419	268	6	sciences	sciences	PROPN
gujaf-419	268	7	,	,	PUNCT
gujaf-419	268	8	3(2	3(2	NUM
gujaf-419	268	9	)	)	PUNCT
gujaf-419	268	10	,	,	PUNCT
gujaf-419	268	11	53–74	53–74	NUM
gujaf-419	268	12	.	.	PUNCT
gujaf-419	268	13	wafula	wafula	PROPN
gujaf-419	268	14	,	,	PUNCT
gujaf-419	268	15	d.	d.	PROPN
gujaf-419	268	16	s.	s.	PROPN
gujaf-419	268	17	,	,	PUNCT
gujaf-419	268	18	yugi	yugi	PROPN
gujaf-419	268	19	,	,	PUNCT
gujaf-419	268	20	t.	t.	PROPN
gujaf-419	268	21	c.	c.	PROPN
gujaf-419	268	22	,	,	PUNCT
gujaf-419	268	23	&	&	CCONJ
gujaf-419	268	24	alala	alala	PROPN
gujaf-419	268	25	,	,	PUNCT
gujaf-419	268	26	b.	b.	PROPN
gujaf-419	268	27	o.	o.	PROPN
gujaf-419	268	28	(	(	PUNCT
gujaf-419	268	29	2023	2023	NUM
gujaf-419	268	30	)	)	PUNCT
gujaf-419	268	31	.	.	PUNCT
gujaf-419	269	1	the	the	DET
gujaf-419	269	2	moderating	moderate	VERB
gujaf-419	269	3	role	role	NOUN
gujaf-419	269	4	of	of	ADP
gujaf-419	269	5	fund	fund	NOUN
gujaf-419	269	6	size	size	NOUN
gujaf-419	269	7	on	on	ADP
gujaf-419	269	8	the	the	DET
gujaf-419	269	9	relationship	relationship	NOUN
gujaf-419	269	10	between	between	ADP
gujaf-419	269	11	overconfidence	overconfidence	NOUN
gujaf-419	269	12	and	and	CCONJ
gujaf-419	269	13	portfolio	portfolio	NOUN
gujaf-419	269	14	financial	financial	ADJ
gujaf-419	269	15	performance	performance	NOUN
gujaf-419	269	16	of	of	ADP
gujaf-419	269	17	mutual	mutual	ADJ
gujaf-419	269	18	funds	fund	NOUN
gujaf-419	269	19	in	in	ADP
gujaf-419	269	20	kenya	kenya	PROPN
gujaf-419	269	21	.	.	PUNCT
gujaf-419	270	1	african	african	ADJ
gujaf-419	270	2	journal	journal	PROPN
gujaf-419	270	3	of	of	ADP
gujaf-419	270	4	empirical	empirical	ADJ
gujaf-419	270	5	research	research	NOUN
gujaf-419	270	6	,	,	PUNCT
gujaf-419	270	7	4(1	4(1	NOUN
gujaf-419	270	8	)	)	PUNCT
gujaf-419	270	9	,	,	PUNCT
gujaf-419	270	10	286–297	286–297	NUM
gujaf-419	270	11	.	.	PUNCT
gujaf-419	271	1	zain	zain	PROPN
gujaf-419	271	2	ul	ul	PROPN
gujaf-419	271	3	abdin	abdin	PROPN
gujaf-419	271	4	,	,	PUNCT
gujaf-419	271	5	s.	s.	PROPN
gujaf-419	271	6	,	,	PUNCT
gujaf-419	271	7	qureshi	qureshi	PROPN
gujaf-419	271	8	,	,	PUNCT
gujaf-419	271	9	f.	f.	PROPN
gujaf-419	271	10	,	,	PUNCT
gujaf-419	271	11	iqbal	iqbal	PROPN
gujaf-419	271	12	,	,	PUNCT
gujaf-419	271	13	j.	j.	PROPN
gujaf-419	271	14	,	,	PUNCT
gujaf-419	271	15	&	&	CCONJ
gujaf-419	271	16	sultana	sultana	PROPN
gujaf-419	271	17	,	,	PUNCT
gujaf-419	271	18	s.	s.	PROPN
gujaf-419	271	19	(	(	PUNCT
gujaf-419	271	20	2022	2022	NUM
gujaf-419	271	21	)	)	PUNCT
gujaf-419	271	22	.	.	PUNCT
gujaf-419	272	1	overconfidence	overconfidence	NOUN
gujaf-419	272	2	bias	bias	NOUN
gujaf-419	272	3	and	and	CCONJ
gujaf-419	272	4	investment	investment	NOUN
gujaf-419	272	5	performance	performance	NOUN
gujaf-419	272	6	:	:	PUNCT
gujaf-419	272	7	a	a	DET
gujaf-419	272	8	mediating	mediate	VERB
gujaf-419	272	9	effect	effect	NOUN
gujaf-419	272	10	of	of	ADP
gujaf-419	272	11	risk	risk	NOUN
gujaf-419	272	12	propensity	propensity	NOUN
gujaf-419	272	13	.	.	PUNCT
gujaf-419	273	1	borsa	borsa	PROPN
gujaf-419	273	2	istanbul	istanbul	PROPN
gujaf-419	273	3	review	review	PROPN
gujaf-419	273	4	,	,	PUNCT
gujaf-419	273	5	1	1	NUM
gujaf-419	273	6	–	–	SYM
gujaf-419	273	7	14	14	NUM
gujaf-419	273	8	.	.	PUNCT
gujaf-419	274	1	https://doi.org/10.1016/j.bir.2022.03.001	https://doi.org/10.1016/j.bir.2022.03.001	VERB