id	sid	tid	token	lemma	pos
ajfti-4611	1	1	pa	pa	PROPN
ajfti-4611	1	2	ge	ge	PROPN
ajfti-4611	1	3	1	1	NUM
ajfti-4611	1	4	pa	pa	PROPN
ajfti-4611	1	5	ge	ge	PROPN
ajfti-4611	1	6	67	67	NUM
ajfti-4611	1	7	american	american	PROPN
ajfti-4611	1	8	journal	journal	PROPN
ajfti-4611	1	9	of	of	ADP
ajfti-4611	1	10	financial	financial	ADJ
ajfti-4611	1	11	technology	technology	NOUN
ajfti-4611	1	12	and	and	CCONJ
ajfti-4611	1	13	innovation	innovation	NOUN
ajfti-4611	1	14	(	(	PUNCT
ajfti-4611	1	15	ajfti	ajfti	NOUN
ajfti-4611	1	16	)	)	PUNCT
ajfti-4611	1	17	the	the	DET
ajfti-4611	1	18	role	role	NOUN
ajfti-4611	1	19	of	of	ADP
ajfti-4611	1	20	behavioral	behavioral	ADJ
ajfti-4611	1	21	finance	finance	NOUN
ajfti-4611	1	22	in	in	ADP
ajfti-4611	1	23	stock	stock	NOUN
ajfti-4611	1	24	market	market	NOUN
ajfti-4611	1	25	decision	decision	NOUN
ajfti-4611	1	26	-	-	PUNCT
ajfti-4611	1	27	making	making	NOUN
ajfti-4611	1	28	in	in	ADP
ajfti-4611	1	29	iraq	iraq	PROPN
ajfti-4611	1	30	huda	huda	PROPN
ajfti-4611	1	31	hadi	hadi	PROPN
ajfti-4611	1	32	hasan1	hasan1	PROPN
ajfti-4611	1	33	*	*	PUNCT
ajfti-4611	1	34	volume	volume	NOUN
ajfti-4611	1	35	3	3	NUM
ajfti-4611	1	36	issue	issue	NOUN
ajfti-4611	1	37	1	1	NUM
ajfti-4611	1	38	,	,	PUNCT
ajfti-4611	1	39	year	year	NOUN
ajfti-4611	1	40	2025	2025	NUM
ajfti-4611	1	41	issn	issn	PROPN
ajfti-4611	1	42	:	:	PUNCT
ajfti-4611	1	43	2996	2996	NUM
ajfti-4611	1	44	-	-	SYM
ajfti-4611	1	45	0975	0975	NUM
ajfti-4611	1	46	(	(	PUNCT
ajfti-4611	1	47	online	online	ADJ
ajfti-4611	1	48	)	)	PUNCT
ajfti-4611	1	49	doi	doi	NOUN
ajfti-4611	1	50	:	:	PUNCT
ajfti-4611	1	51	https://doi.org/10.54536/ajfti.v3i1.4611	https://doi.org/10.54536/ajfti.v3i1.4611	PROPN
ajfti-4611	1	52	https://journals.e-palli.com/home/index.php/ajfti	https://journals.e-palli.com/home/index.php/ajfti	PROPN
ajfti-4611	1	53	article	article	NOUN
ajfti-4611	1	54	information	information	NOUN
ajfti-4611	1	55	abstract	abstract	ADV
ajfti-4611	1	56	received	receive	VERB
ajfti-4611	1	57	:	:	PUNCT
ajfti-4611	1	58	february	february	PROPN
ajfti-4611	1	59	22	22	NUM
ajfti-4611	1	60	,	,	PUNCT
ajfti-4611	1	61	2025	2025	NUM
ajfti-4611	1	62	accepted	accept	VERB
ajfti-4611	1	63	:	:	PUNCT
ajfti-4611	1	64	march	march	PROPN
ajfti-4611	1	65	28	28	NUM
ajfti-4611	1	66	,	,	PUNCT
ajfti-4611	1	67	2025	2025	NUM
ajfti-4611	1	68	published	publish	VERB
ajfti-4611	1	69	:	:	PUNCT
ajfti-4611	1	70	may	may	AUX
ajfti-4611	1	71	05	05	NUM
ajfti-4611	1	72	,	,	PUNCT
ajfti-4611	1	73	2025	2025	NUM
ajfti-4611	1	74	the	the	DET
ajfti-4611	1	75	investigation	investigation	NOUN
ajfti-4611	1	76	of	of	ADP
ajfti-4611	1	77	behavioral	behavioral	ADJ
ajfti-4611	1	78	finance	finance	NOUN
ajfti-4611	1	79	examines	examine	VERB
ajfti-4611	1	80	stock	stock	NOUN
ajfti-4611	1	81	market	market	NOUN
ajfti-4611	1	82	decision	decision	NOUN
ajfti-4611	1	83	impacts	impact	NOUN
ajfti-4611	1	84	on	on	ADP
ajfti-4611	1	85	the	the	DET
ajfti-4611	1	86	iraqi	iraqi	ADJ
ajfti-4611	1	87	stock	stock	NOUN
ajfti-4611	1	88	exchange	exchange	NOUN
ajfti-4611	1	89	through	through	ADP
ajfti-4611	1	90	behavioral	behavioral	ADJ
ajfti-4611	1	91	financial	financial	ADJ
ajfti-4611	1	92	influences	influence	NOUN
ajfti-4611	1	93	.	.	PUNCT
ajfti-4611	2	1	studies	study	NOUN
ajfti-4611	2	2	focusing	focus	VERB
ajfti-4611	2	3	on	on	ADP
ajfti-4611	2	4	behavioral	behavioral	ADJ
ajfti-4611	2	5	finance	finance	NOUN
ajfti-4611	2	6	which	which	PRON
ajfti-4611	2	7	analyzes	analyze	VERB
ajfti-4611	2	8	psychological	psychological	ADJ
ajfti-4611	2	9	elements	element	NOUN
ajfti-4611	2	10	affecting	affect	VERB
ajfti-4611	2	11	financial	financial	ADJ
ajfti-4611	2	12	choices	choice	NOUN
ajfti-4611	2	13	have	have	AUX
ajfti-4611	2	14	gained	gain	VERB
ajfti-4611	2	15	significant	significant	ADJ
ajfti-4611	2	16	attention	attention	NOUN
ajfti-4611	2	17	during	during	ADP
ajfti-4611	2	18	the	the	DET
ajfti-4611	2	19	last	last	ADJ
ajfti-4611	2	20	few	few	ADJ
ajfti-4611	2	21	years	year	NOUN
ajfti-4611	2	22	.	.	PUNCT
ajfti-4611	3	1	multiple	multiple	ADJ
ajfti-4611	3	2	behavioral	behavioral	ADJ
ajfti-4611	3	3	psychologies	psychology	NOUN
ajfti-4611	3	4	unique	unique	ADJ
ajfti-4611	3	5	to	to	ADP
ajfti-4611	3	6	emerging	emerge	VERB
ajfti-4611	3	7	markets	market	NOUN
ajfti-4611	3	8	investment	investment	NOUN
ajfti-4611	3	9	arise	arise	NOUN
ajfti-4611	3	10	before	before	ADP
ajfti-4611	3	11	impending	impend	VERB
ajfti-4611	3	12	investor	investor	NOUN
ajfti-4611	3	13	participation	participation	NOUN
ajfti-4611	3	14	in	in	ADP
ajfti-4611	3	15	iraq	iraq	PROPN
ajfti-4611	3	16	alongside	alongside	ADP
ajfti-4611	3	17	over	over	ADP
ajfti-4611	3	18	confidence	confidence	NOUN
ajfti-4611	3	19	bias	bias	NOUN
ajfti-4611	3	20	and	and	CCONJ
ajfti-4611	3	21	loss	loss	NOUN
ajfti-4611	3	22	aversion	aversion	NOUN
ajfti-4611	3	23	and	and	CCONJ
ajfti-4611	3	24	herding	herd	VERB
ajfti-4611	3	25	behavioral	behavioral	ADJ
ajfti-4611	3	26	approaches	approach	NOUN
ajfti-4611	3	27	and	and	CCONJ
ajfti-4611	3	28	threat	threat	NOUN
ajfti-4611	3	29	and	and	CCONJ
ajfti-4611	3	30	greed	greed	NOUN
ajfti-4611	3	31	manifestations	manifestation	NOUN
ajfti-4611	3	32	.	.	PUNCT
ajfti-4611	4	1	the	the	DET
ajfti-4611	4	2	study	study	NOUN
ajfti-4611	4	3	examines	examine	VERB
ajfti-4611	4	4	the	the	DET
ajfti-4611	4	5	elements	element	NOUN
ajfti-4611	4	6	and	and	CCONJ
ajfti-4611	4	7	psychological	psychological	ADJ
ajfti-4611	4	8	aspects	aspect	NOUN
ajfti-4611	4	9	which	which	PRON
ajfti-4611	4	10	shape	shape	VERB
ajfti-4611	4	11	investor	investor	NOUN
ajfti-4611	4	12	behavior	behavior	NOUN
ajfti-4611	4	13	in	in	ADP
ajfti-4611	4	14	the	the	DET
ajfti-4611	4	15	iraqi	iraqi	ADJ
ajfti-4611	4	16	stock	stock	NOUN
ajfti-4611	4	17	marketplace	marketplace	NOUN
ajfti-4611	4	18	and	and	CCONJ
ajfti-4611	4	19	evaluates	evaluate	VERB
ajfti-4611	4	20	market	market	NOUN
ajfti-4611	4	21	efficiency	efficiency	NOUN
ajfti-4611	4	22	together	together	ADV
ajfti-4611	4	23	with	with	ADP
ajfti-4611	4	24	investor	investor	NOUN
ajfti-4611	4	25	conduct	conduct	NOUN
ajfti-4611	4	26	.	.	PUNCT
ajfti-4611	5	1	through	through	ADP
ajfti-4611	5	2	a	a	DET
ajfti-4611	5	3	quantitative	quantitative	ADJ
ajfti-4611	5	4	method	method	NOUN
ajfti-4611	5	5	the	the	DET
ajfti-4611	5	6	study	study	NOUN
ajfti-4611	5	7	examines	examine	VERB
ajfti-4611	5	8	how	how	SCONJ
ajfti-4611	5	9	cognitive	cognitive	ADJ
ajfti-4611	5	10	biases	bias	NOUN
ajfti-4611	5	11	along	along	ADP
ajfti-4611	5	12	with	with	ADP
ajfti-4611	5	13	emotional	emotional	ADJ
ajfti-4611	5	14	variables	variable	NOUN
ajfti-4611	5	15	affect	affect	VERB
ajfti-4611	5	16	investment	investment	NOUN
ajfti-4611	5	17	choices	choice	NOUN
ajfti-4611	5	18	among	among	ADP
ajfti-4611	5	19	143	143	NUM
ajfti-4611	5	20	individual	individual	ADJ
ajfti-4611	5	21	and	and	CCONJ
ajfti-4611	5	22	institutional	institutional	ADJ
ajfti-4611	5	23	investors	investor	NOUN
ajfti-4611	5	24	across	across	ADP
ajfti-4611	5	25	iraq	iraq	PROPN
ajfti-4611	5	26	.	.	PUNCT
ajfti-4611	6	1	results	result	NOUN
ajfti-4611	6	2	derived	derive	VERB
ajfti-4611	6	3	from	from	ADP
ajfti-4611	6	4	the	the	DET
ajfti-4611	6	5	available	available	ADJ
ajfti-4611	6	6	data	datum	NOUN
ajfti-4611	6	7	prove	prove	VERB
ajfti-4611	6	8	that	that	SCONJ
ajfti-4611	6	9	cognitive	cognitive	ADJ
ajfti-4611	6	10	biases	bias	NOUN
ajfti-4611	6	11	particularly	particularly	ADV
ajfti-4611	6	12	overconfidence	overconfidence	NOUN
ajfti-4611	6	13	bias	bias	NOUN
ajfti-4611	6	14	and	and	CCONJ
ajfti-4611	6	15	loss	loss	NOUN
ajfti-4611	6	16	aversion	aversion	NOUN
ajfti-4611	6	17	together	together	ADV
ajfti-4611	6	18	with	with	ADP
ajfti-4611	6	19	emotional	emotional	ADJ
ajfti-4611	6	20	factors	factor	NOUN
ajfti-4611	6	21	fear	fear	VERB
ajfti-4611	6	22	and	and	CCONJ
ajfti-4611	6	23	greed	greed	NOUN
ajfti-4611	6	24	significantly	significantly	ADV
ajfti-4611	6	25	impact	impact	VERB
ajfti-4611	6	26	stock	stock	NOUN
ajfti-4611	6	27	markets	market	NOUN
ajfti-4611	6	28	.	.	PUNCT
ajfti-4611	7	1	the	the	DET
ajfti-4611	7	2	influence	influence	NOUN
ajfti-4611	7	3	of	of	ADP
ajfti-4611	7	4	biases	bias	NOUN
ajfti-4611	7	5	varies	vary	VERB
ajfti-4611	7	6	extensively	extensively	ADV
ajfti-4611	7	7	between	between	ADP
ajfti-4611	7	8	people	people	NOUN
ajfti-4611	7	9	who	who	PRON
ajfti-4611	7	10	invest	invest	VERB
ajfti-4611	7	11	individually	individually	ADV
ajfti-4611	7	12	and	and	CCONJ
ajfti-4611	7	13	organizations	organization	NOUN
ajfti-4611	7	14	that	that	PRON
ajfti-4611	7	15	handle	handle	VERB
ajfti-4611	7	16	funds	fund	NOUN
ajfti-4611	7	17	institutionally	institutionally	ADV
ajfti-4611	7	18	.	.	PUNCT
ajfti-4611	8	1	the	the	DET
ajfti-4611	8	2	examined	examine	VERB
ajfti-4611	8	3	findings	finding	NOUN
ajfti-4611	8	4	enable	enable	VERB
ajfti-4611	8	5	policymakers	policymaker	NOUN
ajfti-4611	8	6	as	as	ADV
ajfti-4611	8	7	well	well	ADV
ajfti-4611	8	8	as	as	ADP
ajfti-4611	8	9	investors	investor	NOUN
ajfti-4611	8	10	and	and	CCONJ
ajfti-4611	8	11	financial	financial	ADJ
ajfti-4611	8	12	institutions	institution	NOUN
ajfti-4611	8	13	to	to	PART
ajfti-4611	8	14	develop	develop	VERB
ajfti-4611	8	15	strategies	strategy	NOUN
ajfti-4611	8	16	for	for	ADP
ajfti-4611	8	17	minimizing	minimize	VERB
ajfti-4611	8	18	irrational	irrational	ADJ
ajfti-4611	8	19	market	market	NOUN
ajfti-4611	8	20	behavior	behavior	NOUN
ajfti-4611	8	21	effects	effect	NOUN
ajfti-4611	8	22	within	within	ADP
ajfti-4611	8	23	the	the	DET
ajfti-4611	8	24	stock	stock	NOUN
ajfti-4611	8	25	market	market	NOUN
ajfti-4611	8	26	thus	thus	ADV
ajfti-4611	8	27	helping	help	VERB
ajfti-4611	8	28	to	to	PART
ajfti-4611	8	29	explain	explain	VERB
ajfti-4611	8	30	market	market	NOUN
ajfti-4611	8	31	inefficacies	inefficacy	NOUN
ajfti-4611	8	32	in	in	ADP
ajfti-4611	8	33	emerging	emerge	VERB
ajfti-4611	8	34	economic	economic	ADJ
ajfti-4611	8	35	systems	system	NOUN
ajfti-4611	8	36	.	.	PUNCT
ajfti-4611	9	1	keywords	keyword	VERB
ajfti-4611	9	2	behavioral	behavioral	ADJ
ajfti-4611	9	3	finance	finance	NOUN
ajfti-4611	9	4	,	,	PUNCT
ajfti-4611	9	5	cognitive	cognitive	ADJ
ajfti-4611	9	6	biases	bias	NOUN
ajfti-4611	9	7	,	,	PUNCT
ajfti-4611	9	8	emotions	emotion	NOUN
ajfti-4611	9	9	,	,	PUNCT
ajfti-4611	9	10	investor	investor	NOUN
ajfti-4611	9	11	behaviour	behaviour	NOUN
ajfti-4611	9	12	,	,	PUNCT
ajfti-4611	9	13	iraq	iraq	PROPN
ajfti-4611	9	14	,	,	PUNCT
ajfti-4611	9	15	market	market	NOUN
ajfti-4611	9	16	inefficiency	inefficiency	NOUN
ajfti-4611	9	17	,	,	PUNCT
ajfti-4611	9	18	stock	stock	NOUN
ajfti-4611	9	19	market	market	NOUN
ajfti-4611	9	20	decision	decision	NOUN
ajfti-4611	9	21	-	-	PUNCT
ajfti-4611	9	22	making	make	VERB
ajfti-4611	9	23	introduction	introduction	NOUN
ajfti-4611	9	24	overview	overview	NOUN
ajfti-4611	9	25	behavioral	behavioral	ADJ
ajfti-4611	9	26	finance	finance	NOUN
ajfti-4611	9	27	combines	combine	VERB
ajfti-4611	9	28	behavioral	behavioral	ADJ
ajfti-4611	9	29	psychology	psychology	NOUN
ajfti-4611	9	30	and	and	CCONJ
ajfti-4611	9	31	finance	finance	NOUN
ajfti-4611	9	32	to	to	PART
ajfti-4611	9	33	explain	explain	VERB
ajfti-4611	9	34	investment	investment	NOUN
ajfti-4611	9	35	decisions	decision	NOUN
ajfti-4611	9	36	.	.	PUNCT
ajfti-4611	10	1	this	this	DET
ajfti-4611	10	2	hybrid	hybrid	ADJ
ajfti-4611	10	3	field	field	NOUN
ajfti-4611	10	4	operates	operate	VERB
ajfti-4611	10	5	under	under	ADP
ajfti-4611	10	6	the	the	DET
ajfti-4611	10	7	name	name	NOUN
ajfti-4611	10	8	behavioral	behavioral	ADJ
ajfti-4611	10	9	finance	finance	NOUN
ajfti-4611	10	10	.	.	PUNCT
ajfti-4611	11	1	traditional	traditional	ADJ
ajfti-4611	11	2	financial	financial	ADJ
ajfti-4611	11	3	theories	theory	NOUN
ajfti-4611	11	4	exemplified	exemplify	VERB
ajfti-4611	11	5	by	by	ADP
ajfti-4611	11	6	efficient	efficient	ADJ
ajfti-4611	11	7	market	market	NOUN
ajfti-4611	11	8	hypothesis	hypothesis	NOUN
ajfti-4611	11	9	(	(	PUNCT
ajfti-4611	11	10	emh	emh	PROPN
ajfti-4611	11	11	)	)	PUNCT
ajfti-4611	11	12	depend	depend	VERB
ajfti-4611	11	13	on	on	ADP
ajfti-4611	11	14	complete	complete	ADJ
ajfti-4611	11	15	rationality	rationality	NOUN
ajfti-4611	11	16	from	from	ADP
ajfti-4611	11	17	all	all	DET
ajfti-4611	11	18	market	market	NOUN
ajfti-4611	11	19	participants	participant	NOUN
ajfti-4611	11	20	as	as	SCONJ
ajfti-4611	11	21	they	they	PRON
ajfti-4611	11	22	respond	respond	VERB
ajfti-4611	11	23	to	to	ADP
ajfti-4611	11	24	all	all	DET
ajfti-4611	11	25	available	available	ADJ
ajfti-4611	11	26	information	information	NOUN
ajfti-4611	11	27	.	.	PUNCT
ajfti-4611	12	1	behavioral	behavioral	ADJ
ajfti-4611	12	2	finance	finance	NOUN
ajfti-4611	12	3	presents	present	VERB
ajfti-4611	12	4	a	a	DET
ajfti-4611	12	5	contradictory	contradictory	ADJ
ajfti-4611	12	6	argument	argument	NOUN
ajfti-4611	12	7	against	against	ADP
ajfti-4611	12	8	classical	classical	ADJ
ajfti-4611	12	9	financial	financial	ADJ
ajfti-4611	12	10	models	model	NOUN
ajfti-4611	12	11	since	since	SCONJ
ajfti-4611	12	12	it	it	PRON
ajfti-4611	12	13	proves	prove	VERB
ajfti-4611	12	14	that	that	SCONJ
ajfti-4611	12	15	investor	investor	NOUN
ajfti-4611	12	16	decisions	decision	NOUN
ajfti-4611	12	17	deviate	deviate	VERB
ajfti-4611	12	18	into	into	ADP
ajfti-4611	12	19	irrational	irrational	ADJ
ajfti-4611	12	20	actions	action	NOUN
ajfti-4611	12	21	through	through	ADP
ajfti-4611	12	22	emotional	emotional	ADJ
ajfti-4611	12	23	influences	influence	NOUN
ajfti-4611	12	24	and	and	CCONJ
ajfti-4611	12	25	cognitive	cognitive	ADJ
ajfti-4611	12	26	tendencies	tendency	NOUN
ajfti-4611	12	27	.	.	PUNCT
ajfti-4611	13	1	the	the	DET
ajfti-4611	13	2	behavioral	behavioral	ADJ
ajfti-4611	13	3	finance	finance	NOUN
ajfti-4611	13	4	discipline	discipline	NOUN
ajfti-4611	13	5	has	have	AUX
ajfti-4611	13	6	fully	fully	ADV
ajfti-4611	13	7	examined	examine	VERB
ajfti-4611	13	8	psychological	psychological	ADJ
ajfti-4611	13	9	bias	bias	NOUN
ajfti-4611	13	10	patterns	pattern	NOUN
ajfti-4611	13	11	including	include	VERB
ajfti-4611	13	12	overconfidence	overconfidence	NOUN
ajfti-4611	13	13	behavior	behavior	NOUN
ajfti-4611	13	14	along	along	ADP
ajfti-4611	13	15	with	with	ADP
ajfti-4611	13	16	loss	loss	NOUN
ajfti-4611	13	17	-	-	PUNCT
ajfti-4611	13	18	aversion	aversion	NOUN
ajfti-4611	13	19	and	and	CCONJ
ajfti-4611	13	20	herd	herd	ADJ
ajfti-4611	13	21	effect	effect	NOUN
ajfti-4611	13	22	tendencies	tendency	NOUN
ajfti-4611	13	23	.	.	PUNCT
ajfti-4611	14	1	the	the	DET
ajfti-4611	14	2	prospect	prospect	PROPN
ajfti-4611	14	3	theory	theory	NOUN
ajfti-4611	14	4	developed	develop	VERB
ajfti-4611	14	5	by	by	ADP
ajfti-4611	14	6	kahneman	kahneman	NOUN
ajfti-4611	14	7	and	and	CCONJ
ajfti-4611	14	8	tversky	tversky	PROPN
ajfti-4611	14	9	(	(	PUNCT
ajfti-4611	14	10	1979	1979	NUM
ajfti-4611	14	11	)	)	PUNCT
ajfti-4611	14	12	indicates	indicate	VERB
ajfti-4611	14	13	humans	human	NOUN
ajfti-4611	14	14	respond	respond	VERB
ajfti-4611	14	15	more	more	ADV
ajfti-4611	14	16	intensely	intensely	ADV
ajfti-4611	14	17	to	to	ADP
ajfti-4611	14	18	financial	financial	ADJ
ajfti-4611	14	19	losses	loss	NOUN
ajfti-4611	14	20	rather	rather	ADV
ajfti-4611	14	21	than	than	ADP
ajfti-4611	14	22	gains	gain	NOUN
ajfti-4611	14	23	because	because	SCONJ
ajfti-4611	14	24	of	of	ADP
ajfti-4611	14	25	which	which	PRON
ajfti-4611	14	26	these	these	DET
ajfti-4611	14	27	reactions	reaction	NOUN
ajfti-4611	14	28	influence	influence	VERB
ajfti-4611	14	29	investment	investment	NOUN
ajfti-4611	14	30	choices	choice	NOUN
ajfti-4611	14	31	.	.	PUNCT
ajfti-4611	15	1	previous	previous	ADJ
ajfti-4611	15	2	works	work	NOUN
ajfti-4611	15	3	on	on	ADP
ajfti-4611	15	4	cognitive	cognitive	ADJ
ajfti-4611	15	5	factors	factor	NOUN
ajfti-4611	15	6	such	such	ADJ
ajfti-4611	15	7	as	as	ADP
ajfti-4611	15	8	overconfidence	overconfidence	NOUN
ajfti-4611	15	9	in	in	ADP
ajfti-4611	15	10	barber	barber	NOUN
ajfti-4611	15	11	and	and	CCONJ
ajfti-4611	15	12	odean	odean	ADJ
ajfti-4611	15	13	(	(	PUNCT
ajfti-4611	15	14	2001	2001	NUM
ajfti-4611	15	15	)	)	PUNCT
ajfti-4611	15	16	and	and	CCONJ
ajfti-4611	15	17	herding	herd	VERB
ajfti-4611	15	18	behavior	behavior	NOUN
ajfti-4611	15	19	in	in	ADP
ajfti-4611	15	20	bikhchandani	bikhchandani	PROPN
ajfti-4611	15	21	et	et	PROPN
ajfti-4611	15	22	al	al	PROPN
ajfti-4611	15	23	.	.	PROPN
ajfti-4611	16	1	(	(	PUNCT
ajfti-4611	16	2	1992	1992	NUM
ajfti-4611	16	3	)	)	PUNCT
ajfti-4611	16	4	show	show	VERB
ajfti-4611	16	5	that	that	SCONJ
ajfti-4611	16	6	psychological	psychological	ADJ
ajfti-4611	16	7	variables	variable	NOUN
ajfti-4611	16	8	generate	generate	VERB
ajfti-4611	16	9	market	market	NOUN
ajfti-4611	16	10	failures	failure	NOUN
ajfti-4611	16	11	and	and	CCONJ
ajfti-4611	16	12	anomalies	anomaly	NOUN
ajfti-4611	16	13	.	.	PUNCT
ajfti-4611	17	1	the	the	DET
ajfti-4611	17	2	iraqi	iraqi	ADJ
ajfti-4611	17	3	stock	stock	NOUN
ajfti-4611	17	4	market	market	NOUN
ajfti-4611	17	5	stands	stand	VERB
ajfti-4611	17	6	incomplete	incomplete	ADJ
ajfti-4611	17	7	in	in	ADP
ajfti-4611	17	8	terms	term	NOUN
ajfti-4611	17	9	of	of	ADP
ajfti-4611	17	10	its	its	PRON
ajfti-4611	17	11	construction	construction	NOUN
ajfti-4611	17	12	both	both	PRON
ajfti-4611	17	13	in	in	ADP
ajfti-4611	17	14	infrastructure	infrastructure	NOUN
ajfti-4611	17	15	and	and	CCONJ
ajfti-4611	17	16	trading	trading	NOUN
ajfti-4611	17	17	systems	system	NOUN
ajfti-4611	17	18	.	.	PUNCT
ajfti-4611	18	1	the	the	DET
ajfti-4611	18	2	emerging	emerge	VERB
ajfti-4611	18	3	markets	market	NOUN
ajfti-4611	18	4	together	together	ADV
ajfti-4611	18	5	with	with	ADP
ajfti-4611	18	6	iraq	iraq	PROPN
ajfti-4611	18	7	experience	experience	VERB
ajfti-4611	18	8	several	several	ADJ
ajfti-4611	18	9	socio	socio	NOUN
ajfti-4611	18	10	-	-	PUNCT
ajfti-4611	18	11	political	political	ADJ
ajfti-4611	18	12	and	and	CCONJ
ajfti-4611	18	13	economic	economic	ADJ
ajfti-4611	18	14	problems	problem	NOUN
ajfti-4611	18	15	which	which	PRON
ajfti-4611	18	16	demand	demand	VERB
ajfti-4611	18	17	investors	investor	NOUN
ajfti-4611	18	18	to	to	PART
ajfti-4611	18	19	make	make	VERB
ajfti-4611	18	20	financial	financial	ADJ
ajfti-4611	18	21	decisions	decision	NOUN
ajfti-4611	18	22	considering	consider	VERB
ajfti-4611	18	23	local	local	ADJ
ajfti-4611	18	24	behavioral	behavioral	ADJ
ajfti-4611	18	25	psychological	psychological	ADJ
ajfti-4611	18	26	elements	element	NOUN
ajfti-4611	18	27	.	.	PUNCT
ajfti-4611	19	1	the	the	DET
ajfti-4611	19	2	analysis	analysis	NOUN
ajfti-4611	19	3	of	of	ADP
ajfti-4611	19	4	emotional	emotional	ADJ
ajfti-4611	19	5	and	and	CCONJ
ajfti-4611	19	6	non	non	ADJ
ajfti-4611	19	7	-	-	ADJ
ajfti-4611	19	8	rational	rational	ADJ
ajfti-4611	19	9	elements	element	NOUN
ajfti-4611	19	10	within	within	ADP
ajfti-4611	19	11	iraqi	iraqi	ADJ
ajfti-4611	19	12	market	market	NOUN
ajfti-4611	19	13	decision	decision	NOUN
ajfti-4611	19	14	-	-	PUNCT
ajfti-4611	19	15	making	making	NOUN
ajfti-4611	19	16	will	will	AUX
ajfti-4611	19	17	enhance	enhance	VERB
ajfti-4611	19	18	both	both	DET
ajfti-4611	19	19	investment	investment	NOUN
ajfti-4611	19	20	policies	policy	NOUN
ajfti-4611	19	21	and	and	CCONJ
ajfti-4611	19	22	their	their	PRON
ajfti-4611	19	23	corresponding	correspond	VERB
ajfti-4611	19	24	decisions	decision	NOUN
ajfti-4611	19	25	to	to	ADP
ajfti-4611	19	26	higher	high	ADJ
ajfti-4611	19	27	standards	standard	NOUN
ajfti-4611	19	28	problem	problem	NOUN
ajfti-4611	19	29	statement	statement	NOUN
ajfti-4611	19	30	available	available	ADJ
ajfti-4611	19	31	scientific	scientific	ADJ
ajfti-4611	19	32	work	work	NOUN
ajfti-4611	19	33	on	on	ADP
ajfti-4611	19	34	behavioral	behavioral	ADJ
ajfti-4611	19	35	effects	effect	NOUN
ajfti-4611	19	36	in	in	ADP
ajfti-4611	19	37	investment	investment	NOUN
ajfti-4611	19	38	choices	choice	NOUN
ajfti-4611	19	39	for	for	ADP
ajfti-4611	19	40	developed	develop	VERB
ajfti-4611	19	41	markets	market	NOUN
ajfti-4611	19	42	remains	remain	VERB
ajfti-4611	19	43	extensive	extensive	ADJ
ajfti-4611	19	44	yet	yet	CCONJ
ajfti-4611	19	45	studies	study	NOUN
ajfti-4611	19	46	about	about	ADP
ajfti-4611	19	47	emerging	emerge	VERB
ajfti-4611	19	48	market	market	NOUN
ajfti-4611	19	49	fields	field	NOUN
ajfti-4611	19	50	including	include	VERB
ajfti-4611	19	51	iraq	iraq	PROPN
ajfti-4611	19	52	remain	remain	VERB
ajfti-4611	19	53	limited	limited	ADJ
ajfti-4611	19	54	.	.	PUNCT
ajfti-4611	20	1	the	the	DET
ajfti-4611	20	2	iraqi	iraqi	ADJ
ajfti-4611	20	3	stock	stock	NOUN
ajfti-4611	20	4	market	market	NOUN
ajfti-4611	20	5	(	(	PUNCT
ajfti-4611	20	6	iraq	iraq	PROPN
ajfti-4611	20	7	stock	stock	NOUN
ajfti-4611	20	8	exchange	exchange	PROPN
ajfti-4611	20	9	,	,	PUNCT
ajfti-4611	20	10	isx	isx	PROPN
ajfti-4611	20	11	)	)	PUNCT
ajfti-4611	20	12	exists	exist	VERB
ajfti-4611	20	13	at	at	ADP
ajfti-4611	20	14	an	an	DET
ajfti-4611	20	15	early	early	ADJ
ajfti-4611	20	16	stage	stage	NOUN
ajfti-4611	20	17	of	of	ADP
ajfti-4611	20	18	development	development	NOUN
ajfti-4611	20	19	while	while	SCONJ
ajfti-4611	20	20	investors	investor	NOUN
ajfti-4611	20	21	show	show	VERB
ajfti-4611	20	22	limited	limited	ADJ
ajfti-4611	20	23	knowledge	knowledge	NOUN
ajfti-4611	20	24	about	about	ADP
ajfti-4611	20	25	financial	financial	ADJ
ajfti-4611	20	26	markets	market	NOUN
ajfti-4611	20	27	and	and	CCONJ
ajfti-4611	20	28	encounters	encounter	VERB
ajfti-4611	20	29	widespread	widespread	ADJ
ajfti-4611	20	30	economic	economic	ADJ
ajfti-4611	20	31	instability	instability	NOUN
ajfti-4611	20	32	and	and	CCONJ
ajfti-4611	20	33	political	political	ADJ
ajfti-4611	20	34	turbulence	turbulence	NOUN
ajfti-4611	20	35	.	.	PUNCT
ajfti-4611	21	1	this	this	DET
ajfti-4611	21	2	industry	industry	NOUN
ajfti-4611	21	3	shows	show	VERB
ajfti-4611	21	4	specific	specific	ADJ
ajfti-4611	21	5	variables	variable	NOUN
ajfti-4611	21	6	which	which	PRON
ajfti-4611	21	7	enhance	enhance	VERB
ajfti-4611	21	8	psychological	psychological	ADJ
ajfti-4611	21	9	biases	bias	NOUN
ajfti-4611	21	10	effects	effect	NOUN
ajfti-4611	21	11	since	since	SCONJ
ajfti-4611	21	12	it	it	PRON
ajfti-4611	21	13	emphasizes	emphasize	VERB
ajfti-4611	21	14	the	the	DET
ajfti-4611	21	15	importance	importance	NOUN
ajfti-4611	21	16	of	of	ADP
ajfti-4611	21	17	understanding	understand	VERB
ajfti-4611	21	18	how	how	SCONJ
ajfti-4611	21	19	emotions	emotion	NOUN
ajfti-4611	21	20	and	and	CCONJ
ajfti-4611	21	21	decision	decision	NOUN
ajfti-4611	21	22	-	-	PUNCT
ajfti-4611	21	23	making	make	VERB
ajfti-4611	21	24	process	process	NOUN
ajfti-4611	21	25	in	in	ADP
ajfti-4611	21	26	behavioral	behavioral	ADJ
ajfti-4611	21	27	finance	finance	NOUN
ajfti-4611	21	28	relate	relate	VERB
ajfti-4611	21	29	to	to	ADP
ajfti-4611	21	30	cognitive	cognitive	ADJ
ajfti-4611	21	31	biases	bias	NOUN
ajfti-4611	21	32	.	.	PUNCT
ajfti-4611	22	1	studies	study	NOUN
ajfti-4611	22	2	leading	lead	VERB
ajfti-4611	22	3	up	up	ADP
ajfti-4611	22	4	to	to	PART
ajfti-4611	22	5	mollah	mollah	VERB
ajfti-4611	22	6	et	et	PROPN
ajfti-4611	22	7	al	al	PROPN
ajfti-4611	22	8	.	.	PROPN
ajfti-4611	23	1	(	(	PUNCT
ajfti-4611	23	2	2017	2017	NUM
ajfti-4611	23	3	)	)	PUNCT
ajfti-4611	23	4	investor	investor	NOUN
ajfti-4611	23	5	behavior	behavior	NOUN
ajfti-4611	23	6	in	in	ADP
ajfti-4611	23	7	the	the	DET
ajfti-4611	23	8	wider	wide	ADJ
ajfti-4611	23	9	middle	middle	PROPN
ajfti-4611	23	10	east	east	PROPN
ajfti-4611	23	11	markets	market	NOUN
ajfti-4611	23	12	(	(	PUNCT
ajfti-4611	23	13	2017	2017	NUM
ajfti-4611	23	14	)	)	PUNCT
ajfti-4611	23	15	and	and	CCONJ
ajfti-4611	23	16	in	in	ADP
ajfti-4611	23	17	al	al	PROPN
ajfti-4611	23	18	-	-	PUNCT
ajfti-4611	23	19	mukhtar	mukhtar	PROPN
ajfti-4611	23	20	(	(	PUNCT
ajfti-4611	23	21	2020	2020	NUM
ajfti-4611	23	22	)	)	PUNCT
ajfti-4611	23	23	have	have	AUX
ajfti-4611	23	24	been	be	AUX
ajfti-4611	23	25	conducted	conduct	VERB
ajfti-4611	23	26	less	less	ADV
ajfti-4611	23	27	frequently	frequently	ADV
ajfti-4611	23	28	compared	compare	VERB
ajfti-4611	23	29	to	to	ADP
ajfti-4611	23	30	iraq	iraq	PROPN
ajfti-4611	23	31	.	.	PUNCT
ajfti-4611	24	1	studies	study	NOUN
ajfti-4611	24	2	analyzing	analyze	VERB
ajfti-4611	24	3	how	how	SCONJ
ajfti-4611	24	4	emotions	emotion	NOUN
ajfti-4611	24	5	affect	affect	VERB
ajfti-4611	24	6	the	the	DET
ajfti-4611	24	7	arabic	arabic	ADJ
ajfti-4611	24	8	stock	stock	NOUN
ajfti-4611	24	9	markets	market	NOUN
ajfti-4611	24	10	remain	remain	VERB
ajfti-4611	24	11	minimal	minimal	ADJ
ajfti-4611	24	12	particularly	particularly	ADV
ajfti-4611	24	13	in	in	ADP
ajfti-4611	24	14	relation	relation	NOUN
ajfti-4611	24	15	to	to	ADP
ajfti-4611	24	16	iraq	iraq	PROPN
ajfti-4611	24	17	stock	stock	NOUN
ajfti-4611	24	18	market	market	NOUN
ajfti-4611	24	19	performance	performance	NOUN
ajfti-4611	24	20	.	.	PUNCT
ajfti-4611	25	1	the	the	DET
ajfti-4611	25	2	study	study	NOUN
ajfti-4611	25	3	contributes	contribute	VERB
ajfti-4611	25	4	to	to	ADP
ajfti-4611	25	5	understanding	understand	VERB
ajfti-4611	25	6	behavioral	behavioral	ADJ
ajfti-4611	25	7	investment	investment	NOUN
ajfti-4611	25	8	effects	effect	NOUN
ajfti-4611	25	9	on	on	ADP
ajfti-4611	25	10	financial	financial	ADJ
ajfti-4611	25	11	choices	choice	NOUN
ajfti-4611	25	12	and	and	CCONJ
ajfti-4611	25	13	market	market	NOUN
ajfti-4611	25	14	performance	performance	NOUN
ajfti-4611	25	15	of	of	ADP
ajfti-4611	25	16	iraq	iraq	PROPN
ajfti-4611	25	17	’s	’s	PART
ajfti-4611	25	18	developing	develop	VERB
ajfti-4611	25	19	volatile	volatile	ADJ
ajfti-4611	25	20	markets	market	NOUN
ajfti-4611	25	21	.	.	PUNCT
ajfti-4611	26	1	the	the	DET
ajfti-4611	26	2	investigated	investigate	VERB
ajfti-4611	26	3	psychological	psychological	ADJ
ajfti-4611	26	4	factors	factor	NOUN
ajfti-4611	26	5	have	have	AUX
ajfti-4611	26	6	received	receive	VERB
ajfti-4611	26	7	limited	limited	ADJ
ajfti-4611	26	8	academic	academic	ADJ
ajfti-4611	26	9	coverage	coverage	NOUN
ajfti-4611	26	10	within	within	ADP
ajfti-4611	26	11	the	the	DET
ajfti-4611	26	12	iraqi	iraqi	ADJ
ajfti-4611	26	13	stock	stock	NOUN
ajfti-4611	26	14	market	market	NOUN
ajfti-4611	26	15	context	context	NOUN
ajfti-4611	26	16	.	.	PUNCT
ajfti-4611	27	1	the	the	DET
ajfti-4611	27	2	analysis	analysis	NOUN
ajfti-4611	27	3	of	of	ADP
ajfti-4611	27	4	human	human	ADJ
ajfti-4611	27	5	behavioral	behavioral	ADJ
ajfti-4611	27	6	patterns	pattern	NOUN
ajfti-4611	27	7	remains	remain	VERB
ajfti-4611	27	8	essential	essential	ADJ
ajfti-4611	27	9	for	for	ADP
ajfti-4611	27	10	developing	develop	VERB
ajfti-4611	27	11	regulations	regulation	NOUN
ajfti-4611	27	12	that	that	PRON
ajfti-4611	27	13	stop	stop	VERB
ajfti-4611	27	14	markets	market	NOUN
ajfti-4611	27	15	from	from	ADP
ajfti-4611	27	16	being	be	AUX
ajfti-4611	27	17	1	1	NUM
ajfti-4611	27	18	department	department	NOUN
ajfti-4611	27	19	of	of	ADP
ajfti-4611	27	20	applied	apply	VERB
ajfti-4611	27	21	biotechnology	biotechnology	NOUN
ajfti-4611	27	22	,	,	PUNCT
ajfti-4611	27	23	college	college	NOUN
ajfti-4611	27	24	of	of	ADP
ajfti-4611	27	25	biotechnology	biotechnology	NOUN
ajfti-4611	27	26	,	,	PUNCT
ajfti-4611	27	27	al	al	PROPN
ajfti-4611	27	28	-	-	PUNCT
ajfti-4611	27	29	qasim	qasim	PROPN
ajfti-4611	27	30	green	green	PROPN
ajfti-4611	27	31	university	university	PROPN
ajfti-4611	27	32	babylon	babylon	PROPN
ajfti-4611	27	33	51013	51013	NUM
ajfti-4611	27	34	,	,	PUNCT
ajfti-4611	28	1	iraq	iraq	PROPN
ajfti-4611	28	2	*	*	PUNCT
ajfti-4611	28	3	corresponding	correspond	VERB
ajfti-4611	28	4	author	author	NOUN
ajfti-4611	28	5	’s	’s	PART
ajfti-4611	28	6	e	e	NOUN
ajfti-4611	28	7	-	-	NOUN
ajfti-4611	28	8	mail	mail	NOUN
ajfti-4611	28	9	:	:	PUNCT
ajfti-4611	28	10	imadbiotechnology@gmail.com	imadbiotechnology@gmail.com	X
ajfti-4611	29	1	pa	pa	PROPN
ajfti-4611	29	2	ge	ge	PROPN
ajfti-4611	29	3	68	68	NUM
ajfti-4611	29	4	https://journals.e-palli.com/home/index.php/ajfti	https://journals.e-palli.com/home/index.php/ajfti	PROPN
ajfti-4611	29	5	am	be	AUX
ajfti-4611	29	6	.	.	PUNCT
ajfti-4611	30	1	j.	j.	PROPN
ajfti-4611	30	2	financ	financ	PROPN
ajfti-4611	30	3	.	.	PUNCT
ajfti-4611	31	1	technol	technol	PROPN
ajfti-4611	31	2	.	.	PUNCT
ajfti-4611	31	3	innov	innov	PROPN
ajfti-4611	31	4	.	.	PUNCT
ajfti-4611	32	1	3(1	3(1	NUM
ajfti-4611	32	2	)	)	PUNCT
ajfti-4611	32	3	67	67	NUM
ajfti-4611	32	4	-	-	SYM
ajfti-4611	32	5	72	72	NUM
ajfti-4611	32	6	,	,	PUNCT
ajfti-4611	32	7	2025	2025	NUM
ajfti-4611	32	8	affected	affect	VERB
ajfti-4611	32	9	by	by	ADP
ajfti-4611	32	10	emotional	emotional	ADJ
ajfti-4611	32	11	errors	error	NOUN
ajfti-4611	32	12	in	in	ADP
ajfti-4611	32	13	decision	decision	NOUN
ajfti-4611	32	14	-	-	PUNCT
ajfti-4611	32	15	making	make	VERB
ajfti-4611	32	16	processes	process	NOUN
ajfti-4611	32	17	.	.	PUNCT
ajfti-4611	33	1	this	this	DET
ajfti-4611	33	2	study	study	NOUN
ajfti-4611	33	3	examines	examine	VERB
ajfti-4611	33	4	particular	particular	ADJ
ajfti-4611	33	5	psychological	psychological	ADJ
ajfti-4611	33	6	elements	element	NOUN
ajfti-4611	33	7	affecting	affect	VERB
ajfti-4611	33	8	iraqi	iraqi	ADJ
ajfti-4611	33	9	investors	investor	NOUN
ajfti-4611	33	10	while	while	SCONJ
ajfti-4611	33	11	analyzing	analyze	VERB
ajfti-4611	33	12	the	the	DET
ajfti-4611	33	13	connection	connection	NOUN
ajfti-4611	33	14	between	between	ADP
ajfti-4611	33	15	these	these	DET
ajfti-4611	33	16	biases	bias	NOUN
ajfti-4611	33	17	and	and	CCONJ
ajfti-4611	33	18	stock	stock	NOUN
ajfti-4611	33	19	market	market	NOUN
ajfti-4611	33	20	responses	response	NOUN
ajfti-4611	33	21	in	in	ADP
ajfti-4611	33	22	iraq	iraq	PROPN
ajfti-4611	33	23	.	.	PUNCT
ajfti-4611	34	1	research	research	NOUN
ajfti-4611	34	2	questions	question	NOUN
ajfti-4611	34	3	1	1	NUM
ajfti-4611	34	4	.	.	PUNCT
ajfti-4611	34	5	psychological	psychological	ADJ
ajfti-4611	34	6	factors	factor	NOUN
ajfti-4611	34	7	affecting	affect	VERB
ajfti-4611	34	8	investor	investor	NOUN
ajfti-4611	34	9	decision	decision	NOUN
ajfti-4611	34	10	making	make	VERB
ajfti-4611	34	11	in	in	ADP
ajfti-4611	34	12	iraq	iraq	PROPN
ajfti-4611	34	13	stock	stock	NOUN
ajfti-4611	34	14	market	market	NOUN
ajfti-4611	34	15	2	2	NUM
ajfti-4611	34	16	.	.	PUNCT
ajfti-4611	34	17	stock	stock	NOUN
ajfti-4611	34	18	market	market	NOUN
ajfti-4611	34	19	behavior	behavior	NOUN
ajfti-4611	34	20	in	in	ADP
ajfti-4611	34	21	iraq	iraq	PROPN
ajfti-4611	34	22	directly	directly	ADV
ajfti-4611	34	23	affects	affect	VERB
ajfti-4611	34	24	the	the	DET
ajfti-4611	34	25	audience	audience	NOUN
ajfti-4611	34	26	because	because	SCONJ
ajfti-4611	34	27	of	of	ADP
ajfti-4611	34	28	their	their	PRON
ajfti-4611	34	29	responses	response	NOUN
ajfti-4611	34	30	to	to	PART
ajfti-4611	34	31	fear	fear	VERB
ajfti-4611	34	32	and	and	CCONJ
ajfti-4611	34	33	greed	greed	NOUN
ajfti-4611	34	34	.	.	PUNCT
ajfti-4611	35	1	3	3	X
ajfti-4611	35	2	.	.	X
ajfti-4611	35	3	the	the	DET
ajfti-4611	35	4	stock	stock	NOUN
ajfti-4611	35	5	prices	price	NOUN
ajfti-4611	35	6	of	of	ADP
ajfti-4611	35	7	iraq	iraq	PROPN
ajfti-4611	35	8	’s	’s	PART
ajfti-4611	35	9	market	market	NOUN
ajfti-4611	35	10	face	face	VERB
ajfti-4611	35	11	various	various	ADJ
ajfti-4611	35	12	cognitive	cognitive	ADJ
ajfti-4611	35	13	biases	bias	NOUN
ajfti-4611	35	14	including	include	VERB
ajfti-4611	35	15	overconfidence	overconfidence	NOUN
ajfti-4611	35	16	combined	combine	VERB
ajfti-4611	35	17	with	with	ADP
ajfti-4611	35	18	herd	herd	NOUN
ajfti-4611	35	19	behavior	behavior	NOUN
ajfti-4611	35	20	effect	effect	NOUN
ajfti-4611	35	21	.	.	PUNCT
ajfti-4611	36	1	objectives	objective	NOUN
ajfti-4611	36	2	of	of	ADP
ajfti-4611	36	3	the	the	DET
ajfti-4611	36	4	study	study	NOUN
ajfti-4611	36	5	this	this	DET
ajfti-4611	36	6	study	study	NOUN
ajfti-4611	36	7	aims	aim	VERB
ajfti-4611	36	8	to	to	PART
ajfti-4611	36	9	fulfill	fulfill	VERB
ajfti-4611	36	10	three	three	NUM
ajfti-4611	36	11	main	main	ADJ
ajfti-4611	36	12	objectives	objective	NOUN
ajfti-4611	36	13	:	:	PUNCT
ajfti-4611	36	14	1	1	X
ajfti-4611	36	15	.	.	NOUN
ajfti-4611	36	16	which	which	PRON
ajfti-4611	36	17	psychological	psychological	ADJ
ajfti-4611	36	18	factors	factor	NOUN
ajfti-4611	36	19	influence	influence	VERB
ajfti-4611	36	20	investor	investor	NOUN
ajfti-4611	36	21	practices	practice	NOUN
ajfti-4611	36	22	within	within	ADP
ajfti-4611	36	23	the	the	DET
ajfti-4611	36	24	iraqi	iraqi	ADJ
ajfti-4611	36	25	stock	stock	NOUN
ajfti-4611	36	26	market	market	NOUN
ajfti-4611	36	27	?	?	PUNCT
ajfti-4611	37	1	2	2	X
ajfti-4611	37	2	.	.	X
ajfti-4611	37	3	investigating	investigate	VERB
ajfti-4611	37	4	the	the	DET
ajfti-4611	37	5	effects	effect	NOUN
ajfti-4611	37	6	that	that	PRON
ajfti-4611	37	7	psychological	psychological	ADJ
ajfti-4611	37	8	features	feature	NOUN
ajfti-4611	37	9	have	have	VERB
ajfti-4611	37	10	on	on	ADP
ajfti-4611	37	11	stock	stock	NOUN
ajfti-4611	37	12	market	market	NOUN
ajfti-4611	37	13	decisions	decision	NOUN
ajfti-4611	37	14	and	and	CCONJ
ajfti-4611	37	15	market	market	NOUN
ajfti-4611	37	16	operations	operation	NOUN
ajfti-4611	37	17	.	.	PUNCT
ajfti-4611	38	1	3	3	X
ajfti-4611	38	2	.	.	X
ajfti-4611	38	3	the	the	DET
ajfti-4611	38	4	research	research	NOUN
ajfti-4611	38	5	evaluates	evaluate	VERB
ajfti-4611	38	6	how	how	SCONJ
ajfti-4611	38	7	emotions	emotion	NOUN
ajfti-4611	38	8	together	together	ADV
ajfti-4611	38	9	with	with	ADP
ajfti-4611	38	10	cognitive	cognitive	ADJ
ajfti-4611	38	11	biases	bias	NOUN
ajfti-4611	38	12	influence	influence	VERB
ajfti-4611	38	13	stock	stock	NOUN
ajfti-4611	38	14	prices	price	NOUN
ajfti-4611	38	15	and	and	CCONJ
ajfti-4611	38	16	market	market	NOUN
ajfti-4611	38	17	trends	trend	NOUN
ajfti-4611	38	18	and	and	CCONJ
ajfti-4611	38	19	investment	investment	NOUN
ajfti-4611	38	20	methods	method	NOUN
ajfti-4611	38	21	in	in	ADP
ajfti-4611	38	22	iraqi	iraqi	ADJ
ajfti-4611	38	23	markets	market	NOUN
ajfti-4611	38	24	.	.	PUNCT
ajfti-4611	39	1	literature	literature	NOUN
ajfti-4611	39	2	review	review	PROPN
ajfti-4611	39	3	introduction	introduction	NOUN
ajfti-4611	39	4	to	to	ADP
ajfti-4611	39	5	behavioral	behavioral	ADJ
ajfti-4611	39	6	finance	finance	NOUN
ajfti-4611	39	7	behavioral	behavioral	ADJ
ajfti-4611	39	8	finance	finance	NOUN
ajfti-4611	39	9	originated	originate	VERB
ajfti-4611	39	10	to	to	PART
ajfti-4611	39	11	offer	offer	VERB
ajfti-4611	39	12	an	an	DET
ajfti-4611	39	13	alternative	alternative	ADJ
ajfti-4611	39	14	perspective	perspective	NOUN
ajfti-4611	39	15	to	to	ADP
ajfti-4611	39	16	established	establish	VERB
ajfti-4611	39	17	financial	financial	ADJ
ajfti-4611	39	18	theories	theory	NOUN
ajfti-4611	39	19	that	that	PRON
ajfti-4611	39	20	base	base	VERB
ajfti-4611	39	21	their	their	PRON
ajfti-4611	39	22	assumptions	assumption	NOUN
ajfti-4611	39	23	on	on	ADP
ajfti-4611	39	24	perfectly	perfectly	ADV
ajfti-4611	39	25	rational	rational	ADJ
ajfti-4611	39	26	market	market	NOUN
ajfti-4611	39	27	participants	participant	NOUN
ajfti-4611	39	28	.	.	PUNCT
ajfti-4611	40	1	the	the	DET
ajfti-4611	40	2	pair	pair	NOUN
ajfti-4611	40	3	of	of	ADP
ajfti-4611	40	4	kahneman	kahneman	NOUN
ajfti-4611	40	5	and	and	CCONJ
ajfti-4611	40	6	tversky	tversky	PROPN
ajfti-4611	40	7	(	(	PUNCT
ajfti-4611	40	8	1979	1979	NUM
ajfti-4611	40	9	)	)	PUNCT
ajfti-4611	40	10	created	create	VERB
ajfti-4611	40	11	prospect	prospect	NOUN
ajfti-4611	40	12	theory	theory	NOUN
ajfti-4611	40	13	which	which	PRON
ajfti-4611	40	14	describes	describe	VERB
ajfti-4611	40	15	human	human	ADJ
ajfti-4611	40	16	conduct	conduct	NOUN
ajfti-4611	40	17	when	when	SCONJ
ajfti-4611	40	18	making	make	VERB
ajfti-4611	40	19	judgments	judgment	NOUN
ajfti-4611	40	20	under	under	ADP
ajfti-4611	40	21	uncertain	uncertain	ADJ
ajfti-4611	40	22	and	and	CCONJ
ajfti-4611	40	23	risky	risky	ADJ
ajfti-4611	40	24	situations	situation	NOUN
ajfti-4611	40	25	.	.	PUNCT
ajfti-4611	41	1	the	the	DET
ajfti-4611	41	2	loss	loss	NOUN
ajfti-4611	41	3	of	of	ADP
ajfti-4611	41	4	a	a	DET
ajfti-4611	41	5	specific	specific	ADJ
ajfti-4611	41	6	amount	amount	NOUN
ajfti-4611	41	7	creates	create	VERB
ajfti-4611	41	8	stronger	strong	ADJ
ajfti-4611	41	9	emotional	emotional	ADJ
ajfti-4611	41	10	reactions	reaction	NOUN
ajfti-4611	41	11	along	along	ADP
ajfti-4611	41	12	with	with	ADP
ajfti-4611	41	13	behavioral	behavioral	ADJ
ajfti-4611	41	14	impact	impact	NOUN
ajfti-4611	41	15	than	than	ADP
ajfti-4611	41	16	the	the	DET
ajfti-4611	41	17	comparable	comparable	ADJ
ajfti-4611	41	18	gain	gain	NOUN
ajfti-4611	41	19	of	of	ADP
ajfti-4611	41	20	that	that	DET
ajfti-4611	41	21	amount	amount	NOUN
ajfti-4611	41	22	therefore	therefore	ADV
ajfti-4611	41	23	leading	lead	VERB
ajfti-4611	41	24	to	to	ADP
ajfti-4611	41	25	market	market	NOUN
ajfti-4611	41	26	irregularities	irregularity	NOUN
ajfti-4611	41	27	(	(	PUNCT
ajfti-4611	41	28	kahneman	kahneman	PROPN
ajfti-4611	41	29	&	&	CCONJ
ajfti-4611	41	30	tversky	tversky	PROPN
ajfti-4611	41	31	,	,	PUNCT
ajfti-4611	41	32	1979	1979	NUM
ajfti-4611	41	33	)	)	PUNCT
ajfti-4611	41	34	.	.	PUNCT
ajfti-4611	42	1	psychologische	psychologische	PROPN
ajfti-4611	42	2	faktoren	faktoren	PROPN
ajfti-4611	42	3	bei	bei	VERB
ajfti-4611	42	4	finanzentscheidungen	finanzentscheidungen	PRON
ajfti-4611	42	5	several	several	ADJ
ajfti-4611	42	6	psychological	psychological	ADJ
ajfti-4611	42	7	elements	element	NOUN
ajfti-4611	42	8	influence	influence	NOUN
ajfti-4611	42	9	decisions	decision	NOUN
ajfti-4611	42	10	made	make	VERB
ajfti-4611	42	11	concerning	concern	VERB
ajfti-4611	42	12	financial	financial	ADJ
ajfti-4611	42	13	matters	matter	NOUN
ajfti-4611	42	14	.	.	PUNCT
ajfti-4611	43	1	these	these	PRON
ajfti-4611	43	2	include	include	VERB
ajfti-4611	43	3	:	:	PUNCT
ajfti-4611	43	4	the	the	DET
ajfti-4611	43	5	behaviour	behaviour	NOUN
ajfti-4611	43	6	of	of	ADP
ajfti-4611	43	7	many	many	ADJ
ajfti-4611	43	8	investors	investor	NOUN
ajfti-4611	43	9	demonstrates	demonstrate	VERB
ajfti-4611	43	10	excessive	excessive	ADJ
ajfti-4611	43	11	confidence	confidence	NOUN
ajfti-4611	43	12	in	in	ADP
ajfti-4611	43	13	their	their	PRON
ajfti-4611	43	14	capacity	capacity	NOUN
ajfti-4611	43	15	to	to	PART
ajfti-4611	43	16	predict	predict	VERB
ajfti-4611	43	17	stock	stock	NOUN
ajfti-4611	43	18	price	price	NOUN
ajfti-4611	43	19	movements	movement	NOUN
ajfti-4611	43	20	according	accord	VERB
ajfti-4611	43	21	to	to	ADP
ajfti-4611	43	22	barber	barber	PROPN
ajfti-4611	43	23	&	&	CCONJ
ajfti-4611	43	24	odean	odean	PROPN
ajfti-4611	43	25	(	(	PUNCT
ajfti-4611	43	26	2001	2001	NUM
ajfti-4611	43	27	)	)	PUNCT
ajfti-4611	43	28	.	.	PUNCT
ajfti-4611	44	1	herd	herd	NOUN
ajfti-4611	44	2	behavior	behavior	NOUN
ajfti-4611	44	3	occurs	occur	VERB
ajfti-4611	44	4	when	when	SCONJ
ajfti-4611	44	5	people	people	NOUN
ajfti-4611	44	6	collectively	collectively	ADV
ajfti-4611	44	7	follow	follow	VERB
ajfti-4611	44	8	group	group	NOUN
ajfti-4611	44	9	dynamics	dynamic	NOUN
ajfti-4611	44	10	without	without	ADP
ajfti-4611	44	11	leadership	leadership	NOUN
ajfti-4611	44	12	to	to	PART
ajfti-4611	44	13	create	create	VERB
ajfti-4611	44	14	market	market	NOUN
ajfti-4611	44	15	bubbles	bubble	NOUN
ajfti-4611	44	16	as	as	ADV
ajfti-4611	44	17	well	well	ADV
ajfti-4611	44	18	as	as	ADP
ajfti-4611	44	19	crashes	crash	NOUN
ajfti-4611	44	20	(	(	PUNCT
ajfti-4611	44	21	bikhchandani	bikhchandani	X
ajfti-4611	44	22	et	et	PROPN
ajfti-4611	44	23	al	al	PROPN
ajfti-4611	44	24	.	.	PROPN
ajfti-4611	44	25	,	,	PUNCT
ajfti-4611	44	26	1992	1992	NUM
ajfti-4611	44	27	)	)	PUNCT
ajfti-4611	44	28	.	.	PUNCT
ajfti-4611	45	1	investors	investor	NOUN
ajfti-4611	45	2	demonstrate	demonstrate	VERB
ajfti-4611	45	3	loss	loss	NOUN
ajfti-4611	45	4	aversion	aversion	NOUN
ajfti-4611	45	5	because	because	SCONJ
ajfti-4611	45	6	they	they	PRON
ajfti-4611	45	7	tend	tend	VERB
ajfti-4611	45	8	to	to	PART
ajfti-4611	45	9	avoid	avoid	VERB
ajfti-4611	45	10	admitting	admit	VERB
ajfti-4611	45	11	losses	loss	NOUN
ajfti-4611	45	12	instead	instead	ADV
ajfti-4611	45	13	of	of	ADP
ajfti-4611	45	14	seeking	seek	VERB
ajfti-4611	45	15	equal	equal	ADJ
ajfti-4611	45	16	benefits	benefit	NOUN
ajfti-4611	45	17	(	(	PUNCT
ajfti-4611	45	18	kahneman	kahneman	PROPN
ajfti-4611	45	19	&	&	CCONJ
ajfti-4611	45	20	tversky	tversky	PROPN
ajfti-4611	45	21	,	,	PUNCT
ajfti-4611	45	22	1979	1979	NUM
ajfti-4611	45	23	)	)	PUNCT
ajfti-4611	45	24	.	.	PUNCT
ajfti-4611	46	1	market	market	NOUN
ajfti-4611	46	2	value	value	NOUN
ajfti-4611	46	3	fluctuations	fluctuation	NOUN
ajfti-4611	46	4	stem	stem	VERB
ajfti-4611	46	5	from	from	ADP
ajfti-4611	46	6	emotional	emotional	ADJ
ajfti-4611	46	7	responses	response	NOUN
ajfti-4611	46	8	during	during	ADP
ajfti-4611	46	9	both	both	DET
ajfti-4611	46	10	market	market	NOUN
ajfti-4611	46	11	downturns	downturn	NOUN
ajfti-4611	46	12	and	and	CCONJ
ajfti-4611	46	13	market	market	NOUN
ajfti-4611	46	14	upturns	upturn	NOUN
ajfti-4611	46	15	(	(	PUNCT
ajfti-4611	46	16	lo	lo	PROPN
ajfti-4611	46	17	,	,	PUNCT
ajfti-4611	46	18	2004	2004	NUM
ajfti-4611	46	19	)	)	PUNCT
ajfti-4611	46	20	.	.	PUNCT
ajfti-4611	47	1	behavioral	behavioral	ADJ
ajfti-4611	47	2	finance	finance	NOUN
ajfti-4611	47	3	in	in	ADP
ajfti-4611	47	4	emerging	emerge	VERB
ajfti-4611	47	5	markets	market	NOUN
ajfti-4611	47	6	this	this	DET
ajfti-4611	47	7	subject	subject	NOUN
ajfti-4611	47	8	remains	remains	AUX
ajfti-4611	47	9	poorly	poorly	ADV
ajfti-4611	47	10	understood	understand	VERB
ajfti-4611	47	11	in	in	ADP
ajfti-4611	47	12	emerging	emerge	VERB
ajfti-4611	47	13	markets	market	NOUN
ajfti-4611	47	14	and	and	CCONJ
ajfti-4611	47	15	also	also	ADV
ajfti-4611	47	16	in	in	ADP
ajfti-4611	47	17	iraq	iraq	PROPN
ajfti-4611	47	18	despite	despite	SCONJ
ajfti-4611	47	19	extensive	extensive	ADJ
ajfti-4611	47	20	research	research	NOUN
ajfti-4611	47	21	on	on	ADP
ajfti-4611	47	22	behavioral	behavioral	ADJ
ajfti-4611	47	23	finance	finance	NOUN
ajfti-4611	47	24	in	in	ADP
ajfti-4611	47	25	developed	develop	VERB
ajfti-4611	47	26	markets	market	NOUN
ajfti-4611	47	27	.	.	PUNCT
ajfti-4611	48	1	the	the	DET
ajfti-4611	48	2	academic	academic	ADJ
ajfti-4611	48	3	community	community	NOUN
ajfti-4611	48	4	indicates	indicate	VERB
ajfti-4611	48	5	that	that	SCONJ
ajfti-4611	48	6	behavioral	behavioral	ADJ
ajfti-4611	48	7	factors	factor	NOUN
ajfti-4611	48	8	have	have	VERB
ajfti-4611	48	9	a	a	DET
ajfti-4611	48	10	substantial	substantial	ADJ
ajfti-4611	48	11	influence	influence	NOUN
ajfti-4611	48	12	on	on	ADP
ajfti-4611	48	13	investment	investment	NOUN
ajfti-4611	48	14	choices	choice	NOUN
ajfti-4611	48	15	in	in	ADP
ajfti-4611	48	16	middle	middle	ADJ
ajfti-4611	48	17	eastern	eastern	ADJ
ajfti-4611	48	18	markets	market	NOUN
ajfti-4611	48	19	according	accord	VERB
ajfti-4611	48	20	to	to	ADP
ajfti-4611	48	21	boubaker	boubaker	PROPN
ajfti-4611	48	22	et	et	PROPN
ajfti-4611	48	23	al	al	PROPN
ajfti-4611	48	24	.	.	PROPN
ajfti-4611	49	1	(	(	PUNCT
ajfti-4611	49	2	2018	2018	NUM
ajfti-4611	49	3	)	)	PUNCT
ajfti-4611	49	4	although	although	SCONJ
ajfti-4611	49	5	this	this	DET
ajfti-4611	49	6	behavior	behavior	NOUN
ajfti-4611	49	7	pattern	pattern	NOUN
ajfti-4611	49	8	is	be	AUX
ajfti-4611	49	9	not	not	PART
ajfti-4611	49	10	as	as	ADV
ajfti-4611	49	11	widespread	widespread	ADJ
ajfti-4611	49	12	in	in	ADP
ajfti-4611	49	13	developed	develop	VERB
ajfti-4611	49	14	financial	financial	ADJ
ajfti-4611	49	15	systems	system	NOUN
ajfti-4611	49	16	(	(	PUNCT
ajfti-4611	49	17	mollah	mollah	NOUN
ajfti-4611	49	18	et	et	PROPN
ajfti-4611	49	19	al	al	PROPN
ajfti-4611	49	20	.	.	PROPN
ajfti-4611	49	21	2017	2017	NUM
ajfti-4611	49	22	,	,	PUNCT
ajfti-4611	49	23	bangladesh	bangladesh	NOUN
ajfti-4611	49	24	findings	finding	NOUN
ajfti-4611	49	25	)	)	PUNCT
ajfti-4611	49	26	.	.	PUNCT
ajfti-4611	50	1	a	a	DET
ajfti-4611	50	2	fresh	fresh	ADJ
ajfti-4611	50	3	paper	paper	NOUN
ajfti-4611	50	4	generated	generate	VERB
ajfti-4611	50	5	by	by	ADP
ajfti-4611	50	6	researchers	researcher	NOUN
ajfti-4611	50	7	at	at	ADP
ajfti-4611	50	8	the	the	DET
ajfti-4611	50	9	university	university	PROPN
ajfti-4611	50	10	of	of	ADP
ajfti-4611	50	11	basrah	basrah	PROPN
ajfti-4611	50	12	explores	explore	VERB
ajfti-4611	50	13	behavioral	behavioral	ADJ
ajfti-4611	50	14	finance	finance	NOUN
ajfti-4611	50	15	dynamics	dynamic	NOUN
ajfti-4611	50	16	within	within	ADP
ajfti-4611	50	17	iraqi	iraqi	ADJ
ajfti-4611	50	18	market	market	NOUN
ajfti-4611	50	19	space	space	NOUN
ajfti-4611	50	20	.	.	PUNCT
ajfti-4611	51	1	iraq	iraq	PROPN
ajfti-4611	51	2	’s	’s	PART
ajfti-4611	51	3	stock	stock	NOUN
ajfti-4611	51	4	market	market	NOUN
ajfti-4611	51	5	has	have	AUX
ajfti-4611	51	6	witnessed	witness	VERB
ajfti-4611	51	7	an	an	DET
ajfti-4611	51	8	increasing	increase	VERB
ajfti-4611	51	9	importance	importance	NOUN
ajfti-4611	51	10	among	among	ADP
ajfti-4611	51	11	its	its	PRON
ajfti-4611	51	12	relatively	relatively	ADV
ajfti-4611	51	13	small	small	ADJ
ajfti-4611	51	14	size	size	NOUN
ajfti-4611	51	15	in	in	ADP
ajfti-4611	51	16	recent	recent	ADJ
ajfti-4611	51	17	times	time	NOUN
ajfti-4611	51	18	.	.	PUNCT
ajfti-4611	52	1	a	a	DET
ajfti-4611	52	2	minimal	minimal	ADJ
ajfti-4611	52	3	number	number	NOUN
ajfti-4611	52	4	of	of	ADP
ajfti-4611	52	5	research	research	NOUN
ajfti-4611	52	6	efforts	effort	NOUN
ajfti-4611	52	7	investigated	investigate	VERB
ajfti-4611	52	8	the	the	DET
ajfti-4611	52	9	behavioral	behavioral	ADJ
ajfti-4611	52	10	finance	finance	NOUN
ajfti-4611	52	11	effects	effect	NOUN
ajfti-4611	52	12	in	in	ADP
ajfti-4611	52	13	iraq	iraq	PROPN
ajfti-4611	52	14	.	.	PUNCT
ajfti-4611	53	1	the	the	DET
ajfti-4611	53	2	investigation	investigation	NOUN
ajfti-4611	53	3	by	by	ADP
ajfti-4611	53	4	al	al	PROPN
ajfti-4611	53	5	-	-	PUNCT
ajfti-4611	53	6	mukhtar	mukhtar	PROPN
ajfti-4611	53	7	(	(	PUNCT
ajfti-4611	53	8	2020	2020	NUM
ajfti-4611	53	9	)	)	PUNCT
ajfti-4611	53	10	looked	look	VERB
ajfti-4611	53	11	at	at	ADP
ajfti-4611	53	12	investor	investor	NOUN
ajfti-4611	53	13	psychology	psychology	NOUN
ajfti-4611	53	14	on	on	ADP
ajfti-4611	53	15	the	the	DET
ajfti-4611	53	16	iraqi	iraqi	ADJ
ajfti-4611	53	17	stock	stock	NOUN
ajfti-4611	53	18	exchange	exchange	PROPN
ajfti-4611	53	19	(	(	PUNCT
ajfti-4611	53	20	isx	isx	PROPN
ajfti-4611	53	21	)	)	PUNCT
ajfti-4611	54	1	yet	yet	CCONJ
ajfti-4611	54	2	there	there	PRON
ajfti-4611	54	3	are	be	VERB
ajfti-4611	54	4	many	many	ADJ
ajfti-4611	54	5	aspects	aspect	NOUN
ajfti-4611	54	6	about	about	ADP
ajfti-4611	54	7	biases	bias	NOUN
ajfti-4611	54	8	such	such	ADJ
ajfti-4611	54	9	as	as	ADP
ajfti-4611	54	10	overconfidence	overconfidence	NOUN
ajfti-4611	54	11	and	and	CCONJ
ajfti-4611	54	12	herd	herd	NOUN
ajfti-4611	54	13	behavior	behavior	NOUN
ajfti-4611	54	14	that	that	PRON
ajfti-4611	54	15	need	need	VERB
ajfti-4611	54	16	further	further	ADJ
ajfti-4611	54	17	exploration	exploration	NOUN
ajfti-4611	54	18	within	within	ADP
ajfti-4611	54	19	iraq	iraq	PROPN
ajfti-4611	54	20	.	.	PUNCT
ajfti-4611	55	1	h1	h1	PROPN
ajfti-4611	55	2	:	:	PUNCT
ajfti-4611	55	3	market	market	NOUN
ajfti-4611	55	4	decisions	decision	NOUN
ajfti-4611	55	5	in	in	ADP
ajfti-4611	55	6	the	the	DET
ajfti-4611	55	7	iraqi	iraqi	ADJ
ajfti-4611	55	8	stock	stock	NOUN
ajfti-4611	55	9	market	market	NOUN
ajfti-4611	55	10	exist	exist	VERB
ajfti-4611	55	11	predominantly	predominantly	ADV
ajfti-4611	55	12	due	due	ADJ
ajfti-4611	55	13	to	to	ADP
ajfti-4611	55	14	cognitive	cognitive	ADJ
ajfti-4611	55	15	biases	bias	NOUN
ajfti-4611	55	16	which	which	PRON
ajfti-4611	55	17	include	include	VERB
ajfti-4611	55	18	investor	investor	NOUN
ajfti-4611	55	19	overconfidence	overconfidence	NOUN
ajfti-4611	55	20	and	and	CCONJ
ajfti-4611	55	21	loss	loss	NOUN
ajfti-4611	55	22	aversion	aversion	NOUN
ajfti-4611	55	23	among	among	ADP
ajfti-4611	55	24	other	other	ADJ
ajfti-4611	55	25	factors	factor	NOUN
ajfti-4611	55	26	the	the	DET
ajfti-4611	55	27	experiments	experiment	NOUN
ajfti-4611	55	28	from	from	ADP
ajfti-4611	55	29	odean	odean	ADJ
ajfti-4611	55	30	(	(	PUNCT
ajfti-4611	55	31	1998	1998	NUM
ajfti-4611	55	32	)	)	PUNCT
ajfti-4611	55	33	analyze	analyze	VERB
ajfti-4611	55	34	direct	direct	ADJ
ajfti-4611	55	35	biases	bias	NOUN
ajfti-4611	55	36	from	from	ADP
ajfti-4611	55	37	overconfidence	overconfidence	NOUN
ajfti-4611	55	38	and	and	CCONJ
ajfti-4611	55	39	loss	loss	NOUN
ajfti-4611	55	40	aversion	aversion	NOUN
ajfti-4611	55	41	on	on	ADP
ajfti-4611	55	42	investment	investment	NOUN
ajfti-4611	55	43	decisions	decision	NOUN
ajfti-4611	55	44	.	.	PUNCT
ajfti-4611	56	1	the	the	DET
ajfti-4611	56	2	behavior	behavior	NOUN
ajfti-4611	56	3	of	of	ADP
ajfti-4611	56	4	individuals	individual	NOUN
ajfti-4611	56	5	suffers	suffer	VERB
ajfti-4611	56	6	due	due	ADP
ajfti-4611	56	7	to	to	ADP
ajfti-4611	56	8	overconfidence	overconfidence	NOUN
ajfti-4611	56	9	when	when	SCONJ
ajfti-4611	56	10	they	they	PRON
ajfti-4611	56	11	take	take	VERB
ajfti-4611	56	12	on	on	ADP
ajfti-4611	56	13	too	too	ADV
ajfti-4611	56	14	much	much	ADJ
ajfti-4611	56	15	risk	risk	NOUN
ajfti-4611	56	16	and	and	CCONJ
ajfti-4611	56	17	overestimate	overestimate	VERB
ajfti-4611	56	18	their	their	PRON
ajfti-4611	56	19	capabilities	capability	NOUN
ajfti-4611	56	20	while	while	SCONJ
ajfti-4611	56	21	loss	loss	NOUN
ajfti-4611	56	22	aversion	aversion	NOUN
ajfti-4611	56	23	prevents	prevent	VERB
ajfti-4611	56	24	them	they	PRON
ajfti-4611	56	25	from	from	ADP
ajfti-4611	56	26	making	make	VERB
ajfti-4611	56	27	profitable	profitable	ADJ
ajfti-4611	56	28	losses	loss	NOUN
ajfti-4611	56	29	.	.	PUNCT
ajfti-4611	57	1	cognitive	cognitive	ADJ
ajfti-4611	57	2	biases	bias	NOUN
ajfti-4611	57	3	intercede	intercede	VERB
ajfti-4611	57	4	for	for	ADP
ajfti-4611	57	5	both	both	PRON
ajfti-4611	57	6	stockbuying	stockbuying	NOUN
ajfti-4611	57	7	and	and	CCONJ
ajfti-4611	57	8	stock	stock	NOUN
ajfti-4611	57	9	-	-	PUNCT
ajfti-4611	57	10	selling	sell	VERB
ajfti-4611	57	11	decisions	decision	NOUN
ajfti-4611	57	12	which	which	PRON
ajfti-4611	57	13	distorts	distort	VERB
ajfti-4611	57	14	market	market	NOUN
ajfti-4611	57	15	efficiency	efficiency	NOUN
ajfti-4611	57	16	in	in	ADP
ajfti-4611	57	17	order	order	NOUN
ajfti-4611	57	18	to	to	PART
ajfti-4611	57	19	produce	produce	VERB
ajfti-4611	57	20	suboptimal	suboptimal	ADJ
ajfti-4611	57	21	outcomes	outcome	NOUN
ajfti-4611	57	22	according	accord	VERB
ajfti-4611	57	23	to	to	ADP
ajfti-4611	57	24	kahneman	kahneman	PROPN
ajfti-4611	57	25	&	&	CCONJ
ajfti-4611	57	26	tversky	tversky	PROPN
ajfti-4611	57	27	(	(	PUNCT
ajfti-4611	57	28	1979	1979	NUM
ajfti-4611	57	29	)	)	PUNCT
ajfti-4611	57	30	.	.	PUNCT
ajfti-4611	58	1	the	the	DET
ajfti-4611	58	2	research	research	NOUN
ajfti-4611	58	3	discloses	disclose	VERB
ajfti-4611	58	4	how	how	SCONJ
ajfti-4611	58	5	emotional	emotional	ADJ
ajfti-4611	58	6	reactions	reaction	NOUN
ajfti-4611	58	7	influence	influence	VERB
ajfti-4611	58	8	investors	investor	NOUN
ajfti-4611	58	9	’	’	PART
ajfti-4611	58	10	financial	financial	ADJ
ajfti-4611	58	11	choices	choice	NOUN
ajfti-4611	58	12	(	(	PUNCT
ajfti-4611	58	13	chindler	chindler	NOUN
ajfti-4611	58	14	&	&	CCONJ
ajfti-4611	58	15	pfister	pfister	PROPN
ajfti-4611	58	16	,	,	PUNCT
ajfti-4611	58	17	2014	2014	NUM
ajfti-4611	58	18	)	)	PUNCT
ajfti-4611	58	19	.	.	PUNCT
ajfti-4611	59	1	psychological	psychological	ADJ
ajfti-4611	59	2	drives	drive	NOUN
ajfti-4611	59	3	of	of	ADP
ajfti-4611	59	4	fear	fear	NOUN
ajfti-4611	59	5	(	(	PUNCT
ajfti-4611	59	6	loss	loss	NOUN
ajfti-4611	59	7	phobia	phobia	NOUN
ajfti-4611	59	8	and	and	CCONJ
ajfti-4611	59	9	missed	miss	VERB
ajfti-4611	59	10	chances	chance	NOUN
ajfti-4611	59	11	)	)	PUNCT
ajfti-4611	59	12	and	and	CCONJ
ajfti-4611	59	13	greed	greed	NOUN
ajfti-4611	59	14	(	(	PUNCT
ajfti-4611	59	15	desire	desire	NOUN
ajfti-4611	59	16	for	for	ADP
ajfti-4611	59	17	speedy	speedy	ADJ
ajfti-4611	59	18	monetary	monetary	ADJ
ajfti-4611	59	19	gains	gain	NOUN
ajfti-4611	59	20	)	)	PUNCT
ajfti-4611	59	21	substantially	substantially	ADV
ajfti-4611	59	22	affect	affect	VERB
ajfti-4611	59	23	investment	investment	NOUN
ajfti-4611	59	24	behavior	behavior	NOUN
ajfti-4611	59	25	.	.	PUNCT
ajfti-4611	60	1	the	the	DET
ajfti-4611	60	2	investing	investing	NOUN
ajfti-4611	60	3	behavior	behavior	NOUN
ajfti-4611	60	4	of	of	ADP
ajfti-4611	60	5	fear	fear	NOUN
ajfti-4611	60	6	-	-	PUNCT
ajfti-4611	60	7	based	base	VERB
ajfti-4611	60	8	investors	investor	NOUN
ajfti-4611	60	9	triggers	trigger	VERB
ajfti-4611	60	10	premature	premature	ADJ
ajfti-4611	60	11	selling	selling	NOUN
ajfti-4611	60	12	when	when	SCONJ
ajfti-4611	60	13	they	they	PRON
ajfti-4611	60	14	should	should	AUX
ajfti-4611	60	15	maintain	maintain	VERB
ajfti-4611	60	16	their	their	PRON
ajfti-4611	60	17	positions	position	NOUN
ajfti-4611	60	18	according	accord	VERB
ajfti-4611	60	19	to	to	ADP
ajfti-4611	60	20	lo	lo	PROPN
ajfti-4611	60	21	(	(	PUNCT
ajfti-4611	60	22	2005	2005	NUM
ajfti-4611	60	23	)	)	PUNCT
ajfti-4611	60	24	.	.	PUNCT
ajfti-4611	61	1	at	at	ADP
ajfti-4611	61	2	the	the	DET
ajfti-4611	61	3	same	same	ADJ
ajfti-4611	61	4	time	time	NOUN
ajfti-4611	61	5	fear	fear	NOUN
ajfti-4611	61	6	-	-	PUNCT
ajfti-4611	61	7	based	base	VERB
ajfti-4611	61	8	investors	investor	NOUN
ajfti-4611	61	9	show	show	VERB
ajfti-4611	61	10	excessive	excessive	ADJ
ajfti-4611	61	11	risk	risk	NOUN
ajfti-4611	61	12	appetite	appetite	NOUN
ajfti-4611	61	13	in	in	ADP
ajfti-4611	61	14	pursuit	pursuit	NOUN
ajfti-4611	61	15	of	of	ADP
ajfti-4611	61	16	higher	high	ADJ
ajfti-4611	61	17	returns	return	NOUN
ajfti-4611	61	18	.	.	PUNCT
ajfti-4611	62	1	h2	h2	NOUN
ajfti-4611	62	2	:	:	PUNCT
ajfti-4611	62	3	herd	herd	NOUN
ajfti-4611	62	4	behavior	behavior	NOUN
ajfti-4611	62	5	appears	appear	VERB
ajfti-4611	62	6	most	most	ADV
ajfti-4611	62	7	frequently	frequently	ADV
ajfti-4611	62	8	among	among	ADP
ajfti-4611	62	9	investors	investor	NOUN
ajfti-4611	62	10	present	present	ADJ
ajfti-4611	62	11	in	in	ADP
ajfti-4611	62	12	the	the	DET
ajfti-4611	62	13	iraqi	iraqi	ADJ
ajfti-4611	62	14	stock	stock	NOUN
ajfti-4611	62	15	market	market	NOUN
ajfti-4611	62	16	this	this	DET
ajfti-4611	62	17	hypothesis	hypothesis	NOUN
ajfti-4611	62	18	pursues	pursue	VERB
ajfti-4611	62	19	research	research	NOUN
ajfti-4611	62	20	on	on	ADP
ajfti-4611	62	21	how	how	SCONJ
ajfti-4611	62	22	social	social	ADJ
ajfti-4611	62	23	behavior	behavior	NOUN
ajfti-4611	62	24	(	(	PUNCT
ajfti-4611	62	25	herd	herd	NOUN
ajfti-4611	62	26	)	)	PUNCT
ajfti-4611	62	27	displays	display	VERB
ajfti-4611	62	28	long	long	ADJ
ajfti-4611	62	29	-	-	PUNCT
ajfti-4611	62	30	range	range	NOUN
ajfti-4611	62	31	dependence	dependence	NOUN
ajfti-4611	62	32	phenomena	phenomenon	NOUN
ajfti-4611	62	33	relating	relate	VERB
ajfti-4611	62	34	to	to	AUX
ajfti-4611	62	35	decision	decision	NOUN
ajfti-4611	62	36	determination	determination	NOUN
ajfti-4611	62	37	within	within	ADP
ajfti-4611	62	38	iraq	iraq	PROPN
ajfti-4611	62	39	’s	’s	PART
ajfti-4611	62	40	stock	stock	NOUN
ajfti-4611	62	41	market	market	NOUN
ajfti-4611	62	42	.	.	PUNCT
ajfti-4611	63	1	investors	investor	NOUN
ajfti-4611	63	2	display	display	VERB
ajfti-4611	63	3	herding	herding	NOUN
ajfti-4611	63	4	behavior	behavior	NOUN
ajfti-4611	63	5	during	during	ADP
ajfti-4611	63	6	times	time	NOUN
ajfti-4611	63	7	which	which	PRON
ajfti-4611	63	8	means	mean	VERB
ajfti-4611	63	9	they	they	PRON
ajfti-4611	63	10	make	make	VERB
ajfti-4611	63	11	group	group	NOUN
ajfti-4611	63	12	purchasing	purchasing	NOUN
ajfti-4611	63	13	decisions	decision	NOUN
ajfti-4611	63	14	without	without	ADP
ajfti-4611	63	15	performing	perform	VERB
ajfti-4611	63	16	individual	individual	ADJ
ajfti-4611	63	17	market	market	NOUN
ajfti-4611	63	18	analyses	analysis	NOUN
ajfti-4611	63	19	and	and	CCONJ
ajfti-4611	63	20	considering	consider	VERB
ajfti-4611	63	21	the	the	DET
ajfti-4611	63	22	outcomes	outcome	NOUN
ajfti-4611	63	23	of	of	ADP
ajfti-4611	63	24	their	their	PRON
ajfti-4611	63	25	choices	choice	NOUN
ajfti-4611	63	26	bikhchandani	bikhchandani	X
ajfti-4611	63	27	et	et	PROPN
ajfti-4611	63	28	al	al	PROPN
ajfti-4611	63	29	.	.	PROPN
ajfti-4611	64	1	(	(	PUNCT
ajfti-4611	64	2	1992	1992	NUM
ajfti-4611	64	3	)	)	PUNCT
ajfti-4611	64	4	.	.	PUNCT
ajfti-4611	65	1	herd	herd	NOUN
ajfti-4611	65	2	behaviour	behaviour	NOUN
ajfti-4611	65	3	continues	continue	VERB
ajfti-4611	65	4	to	to	PART
ajfti-4611	65	5	remain	remain	VERB
ajfti-4611	65	6	an	an	DET
ajfti-4611	65	7	unexplained	unexplained	ADJ
ajfti-4611	65	8	concept	concept	NOUN
ajfti-4611	65	9	that	that	PRON
ajfti-4611	65	10	is	be	AUX
ajfti-4611	65	11	not	not	PART
ajfti-4611	65	12	a	a	DET
ajfti-4611	65	13	modern	modern	ADJ
ajfti-4611	65	14	phenomenon	phenomenon	NOUN
ajfti-4611	65	15	.	.	PUNCT
ajfti-4611	66	1	h3	h3	NOUN
ajfti-4611	66	2	:	:	PUNCT
ajfti-4611	66	3	investors	investor	NOUN
ajfti-4611	66	4	’	'	PUNCT
ajfti-4611	66	5	awareness	awareness	NOUN
ajfti-4611	66	6	of	of	ADP
ajfti-4611	66	7	cognitive	cognitive	ADJ
ajfti-4611	66	8	biases	bias	NOUN
ajfti-4611	66	9	in	in	ADP
ajfti-4611	66	10	iraq	iraq	PROPN
ajfti-4611	66	11	positively	positively	ADV
ajfti-4611	66	12	correlate	correlate	VERB
ajfti-4611	66	13	with	with	ADP
ajfti-4611	66	14	rational	rational	ADJ
ajfti-4611	66	15	and	and	CCONJ
ajfti-4611	66	16	informed	informed	ADJ
ajfti-4611	66	17	decision	decision	NOUN
ajfti-4611	66	18	making	making	NOUN
ajfti-4611	66	19	on	on	ADP
ajfti-4611	66	20	the	the	DET
ajfti-4611	66	21	stock	stock	NOUN
ajfti-4611	66	22	market	market	NOUN
ajfti-4611	66	23	the	the	DET
ajfti-4611	66	24	hypothesis	hypothesis	NOUN
ajfti-4611	66	25	suggests	suggest	VERB
ajfti-4611	66	26	that	that	SCONJ
ajfti-4611	66	27	bias	bias	NOUN
ajfti-4611	66	28	reduction	reduction	NOUN
ajfti-4611	66	29	occurs	occur	VERB
ajfti-4611	66	30	by	by	ADP
ajfti-4611	66	31	increasing	increase	VERB
ajfti-4611	66	32	understanding	understanding	NOUN
ajfti-4611	66	33	of	of	ADP
ajfti-4611	66	34	underlying	underlie	VERB
ajfti-4611	66	35	biases	bias	NOUN
ajfti-4611	66	36	cohn	cohn	PROPN
ajfti-4611	66	37	and	and	CCONJ
ajfti-4611	66	38	r	r	PROPN
ajfti-4611	66	39	(	(	PUNCT
ajfti-4611	66	40	2010	2010	NUM
ajfti-4611	66	41	)	)	PUNCT
ajfti-4611	66	42	.	.	PUNCT
ajfti-4611	67	1	according	accord	VERB
ajfti-4611	67	2	to	to	ADP
ajfti-4611	67	3	this	this	DET
ajfti-4611	67	4	hypothesis	hypothesis	NOUN
ajfti-4611	67	5	increased	increase	VERB
ajfti-4611	67	6	awareness	awareness	NOUN
ajfti-4611	67	7	enables	enable	VERB
ajfti-4611	67	8	people	people	NOUN
ajfti-4611	67	9	to	to	PART
ajfti-4611	67	10	become	become	VERB
ajfti-4611	67	11	less	less	ADV
ajfti-4611	67	12	prone	prone	ADJ
ajfti-4611	67	13	to	to	ADP
ajfti-4611	67	14	biases	bias	NOUN
ajfti-4611	67	15	such	such	ADJ
ajfti-4611	67	16	as	as	ADP
ajfti-4611	67	17	overconfidence	overconfidence	NOUN
ajfti-4611	67	18	and	and	CCONJ
ajfti-4611	67	19	loss	loss	NOUN
ajfti-4611	67	20	aversion	aversion	NOUN
ajfti-4611	67	21	as	as	ADV
ajfti-4611	67	22	well	well	ADV
ajfti-4611	67	23	as	as	ADP
ajfti-4611	67	24	pa	pa	PROPN
ajfti-4611	67	25	ge	ge	PROPN
ajfti-4611	67	26	69	69	NUM
ajfti-4611	67	27	https://journals.e-palli.com/home/index.php/ajfti	https://journals.e-palli.com/home/index.php/ajfti	NOUN
ajfti-4611	67	28	am	be	AUX
ajfti-4611	67	29	.	.	PUNCT
ajfti-4611	68	1	j.	j.	PROPN
ajfti-4611	68	2	financ	financ	PROPN
ajfti-4611	68	3	.	.	PUNCT
ajfti-4611	69	1	technol	technol	PROPN
ajfti-4611	69	2	.	.	PUNCT
ajfti-4611	69	3	innov	innov	PROPN
ajfti-4611	69	4	.	.	PUNCT
ajfti-4611	70	1	3(1	3(1	NUM
ajfti-4611	70	2	)	)	PUNCT
ajfti-4611	70	3	67	67	NUM
ajfti-4611	70	4	-	-	SYM
ajfti-4611	70	5	72	72	NUM
ajfti-4611	70	6	,	,	PUNCT
ajfti-4611	70	7	2025	2025	NUM
ajfti-4611	70	8	herding	herding	NOUN
ajfti-4611	70	9	which	which	PRON
ajfti-4611	70	10	results	result	VERB
ajfti-4611	70	11	in	in	ADP
ajfti-4611	70	12	improved	improve	VERB
ajfti-4611	70	13	stock	stock	NOUN
ajfti-4611	70	14	market	market	NOUN
ajfti-4611	70	15	decisionmaking	decisionmake	VERB
ajfti-4611	70	16	(	(	PUNCT
ajfti-4611	70	17	charness	charness	PROPN
ajfti-4611	70	18	&	&	CCONJ
ajfti-4611	70	19	gneezy	gneezy	PROPN
ajfti-4611	70	20	,	,	PUNCT
ajfti-4611	70	21	2010	2010	NUM
ajfti-4611	70	22	)	)	PUNCT
ajfti-4611	70	23	.	.	PUNCT
ajfti-4611	71	1	h4	h4	NOUN
ajfti-4611	71	2	:	:	PUNCT
ajfti-4611	71	3	cognitive	cognitive	ADJ
ajfti-4611	71	4	biases	bias	NOUN
ajfti-4611	71	5	as	as	ADV
ajfti-4611	71	6	well	well	ADV
ajfti-4611	71	7	as	as	ADP
ajfti-4611	71	8	emotions	emotion	NOUN
ajfti-4611	71	9	influence	influence	VERB
ajfti-4611	71	10	stock	stock	NOUN
ajfti-4611	71	11	market	market	NOUN
ajfti-4611	71	12	behavior	behavior	NOUN
ajfti-4611	71	13	for	for	ADP
ajfti-4611	71	14	individual	individual	ADJ
ajfti-4611	71	15	investors	investor	NOUN
ajfti-4611	71	16	in	in	ADP
ajfti-4611	71	17	iraq	iraq	PROPN
ajfti-4611	71	18	to	to	ADP
ajfti-4611	71	19	a	a	DET
ajfti-4611	71	20	higher	high	ADJ
ajfti-4611	71	21	extent	extent	NOUN
ajfti-4611	71	22	than	than	SCONJ
ajfti-4611	71	23	institutional	institutional	ADJ
ajfti-4611	71	24	investors	investor	NOUN
ajfti-4611	71	25	research	research	NOUN
ajfti-4611	71	26	explores	explore	VERB
ajfti-4611	71	27	the	the	DET
ajfti-4611	71	28	differences	difference	NOUN
ajfti-4611	71	29	in	in	ADP
ajfti-4611	71	30	decision	decision	NOUN
ajfti-4611	71	31	behavior	behavior	NOUN
ajfti-4611	71	32	between	between	ADP
ajfti-4611	71	33	institutional	institutional	ADJ
ajfti-4611	71	34	investors	investor	NOUN
ajfti-4611	71	35	and	and	CCONJ
ajfti-4611	71	36	individual	individual	ADJ
ajfti-4611	71	37	investors	investor	NOUN
ajfti-4611	71	38	based	base	VERB
ajfti-4611	71	39	on	on	ADP
ajfti-4611	71	40	their	their	PRON
ajfti-4611	71	41	structured	structured	ADJ
ajfti-4611	71	42	decision	decision	NOUN
ajfti-4611	71	43	-	-	PUNCT
ajfti-4611	71	44	making	make	VERB
ajfti-4611	71	45	approach	approach	NOUN
ajfti-4611	71	46	that	that	PRON
ajfti-4611	71	47	minimizes	minimize	VERB
ajfti-4611	71	48	psychological	psychological	ADJ
ajfti-4611	71	49	bias	bias	NOUN
ajfti-4611	71	50	according	accord	VERB
ajfti-4611	71	51	to	to	ADP
ajfti-4611	71	52	barberis	barberis	PROPN
ajfti-4611	71	53	et	et	PROPN
ajfti-4611	71	54	al	al	PROPN
ajfti-4611	71	55	.	.	PUNCT
ajfti-4611	72	1	(	(	PUNCT
ajfti-4611	72	2	1998	1998	NUM
ajfti-4611	72	3	)	)	PUNCT
ajfti-4611	72	4	.	.	PUNCT
ajfti-4611	73	1	individual	individual	ADJ
ajfti-4611	73	2	investors	investor	NOUN
ajfti-4611	73	3	exhibit	exhibit	VERB
ajfti-4611	73	4	emotional	emotional	ADJ
ajfti-4611	73	5	responses	response	NOUN
ajfti-4611	73	6	and	and	CCONJ
ajfti-4611	73	7	cognitive	cognitive	ADJ
ajfti-4611	73	8	biases	bias	NOUN
ajfti-4611	73	9	because	because	SCONJ
ajfti-4611	73	10	of	of	ADP
ajfti-4611	73	11	which	which	PRON
ajfti-4611	73	12	their	their	PRON
ajfti-4611	73	13	investment	investment	NOUN
ajfti-4611	73	14	choices	choice	NOUN
ajfti-4611	73	15	are	be	AUX
ajfti-4611	73	16	impacted	impact	VERB
ajfti-4611	73	17	to	to	ADP
ajfti-4611	73	18	a	a	DET
ajfti-4611	73	19	greater	great	ADJ
ajfti-4611	73	20	degree	degree	NOUN
ajfti-4611	73	21	hsieh	hsieh	PROPN
ajfti-4611	73	22	(	(	PUNCT
ajfti-4611	73	23	2002	2002	NUM
ajfti-4611	73	24	)	)	PUNCT
ajfti-4611	73	25	.	.	PUNCT
ajfti-4611	74	1	h5	h5	PROPN
ajfti-4611	74	2	:	:	PUNCT
ajfti-4611	74	3	the	the	DET
ajfti-4611	74	4	individual	individual	ADJ
ajfti-4611	74	5	-	-	PUNCT
ajfti-4611	74	6	level	level	NOUN
ajfti-4611	74	7	investor	investor	NOUN
ajfti-4611	74	8	decision	decision	NOUN
ajfti-4611	74	9	-	-	PUNCT
ajfti-4611	74	10	making	make	VERB
ajfti-4611	74	11	process	process	NOUN
ajfti-4611	74	12	in	in	ADP
ajfti-4611	74	13	iraq	iraq	PROPN
ajfti-4611	74	14	stock	stock	NOUN
ajfti-4611	74	15	market	market	NOUN
ajfti-4611	74	16	becomes	become	VERB
ajfti-4611	74	17	inefficient	inefficient	ADJ
ajfti-4611	74	18	because	because	SCONJ
ajfti-4611	74	19	investors	investor	NOUN
ajfti-4611	74	20	make	make	VERB
ajfti-4611	74	21	decisions	decision	NOUN
ajfti-4611	74	22	through	through	ADP
ajfti-4611	74	23	personal	personal	ADJ
ajfti-4611	74	24	cognitive	cognitive	ADJ
ajfti-4611	74	25	biases	bias	NOUN
ajfti-4611	74	26	and	and	CCONJ
ajfti-4611	74	27	emotional	emotional	ADJ
ajfti-4611	74	28	responses	response	NOUN
ajfti-4611	74	29	proponents	proponent	NOUN
ajfti-4611	74	30	of	of	ADP
ajfti-4611	74	31	this	this	DET
ajfti-4611	74	32	hypothesis	hypothesis	NOUN
ajfti-4611	74	33	argue	argue	VERB
ajfti-4611	74	34	that	that	SCONJ
ajfti-4611	74	35	market	market	NOUN
ajfti-4611	74	36	misprizing	misprizing	NOUN
ajfti-4611	74	37	results	result	NOUN
ajfti-4611	74	38	from	from	ADP
ajfti-4611	74	39	three	three	NUM
ajfti-4611	74	40	interconnected	interconnected	ADJ
ajfti-4611	74	41	factors	factor	NOUN
ajfti-4611	74	42	which	which	PRON
ajfti-4611	74	43	include	include	VERB
ajfti-4611	74	44	individual	individual	ADJ
ajfti-4611	74	45	biases	bias	NOUN
ajfti-4611	74	46	and	and	CCONJ
ajfti-4611	74	47	emotional	emotional	ADJ
ajfti-4611	74	48	reactions	reaction	NOUN
ajfti-4611	74	49	combined	combine	VERB
ajfti-4611	74	50	with	with	ADP
ajfti-4611	74	51	herd	herd	NOUN
ajfti-4611	74	52	behavior	behavior	NOUN
ajfti-4611	74	53	shleifer	shleifer	NOUN
ajfti-4611	74	54	(	(	PUNCT
ajfti-4611	74	55	2000	2000	NUM
ajfti-4611	74	56	)	)	PUNCT
ajfti-4611	74	57	.	.	PUNCT
ajfti-4611	75	1	when	when	SCONJ
ajfti-4611	75	2	psychological	psychological	ADJ
ajfti-4611	75	3	factors	factor	NOUN
ajfti-4611	75	4	impact	impact	VERB
ajfti-4611	75	5	numerous	numerous	ADJ
ajfti-4611	75	6	investors	investor	NOUN
ajfti-4611	75	7	they	they	PRON
ajfti-4611	75	8	cause	cause	VERB
ajfti-4611	75	9	market	market	NOUN
ajfti-4611	75	10	prices	price	NOUN
ajfti-4611	75	11	to	to	PART
ajfti-4611	75	12	differ	differ	VERB
ajfti-4611	75	13	from	from	ADP
ajfti-4611	75	14	true	true	ADJ
ajfti-4611	75	15	market	market	NOUN
ajfti-4611	75	16	value	value	NOUN
ajfti-4611	75	17	which	which	PRON
ajfti-4611	75	18	results	result	VERB
ajfti-4611	75	19	in	in	ADP
ajfti-4611	75	20	overvalued	overvalue	VERB
ajfti-4611	75	21	or	or	CCONJ
ajfti-4611	75	22	undervalued	undervalue	VERB
ajfti-4611	75	23	stocks	stock	NOUN
ajfti-4611	75	24	together	together	ADV
ajfti-4611	75	25	with	with	ADP
ajfti-4611	75	26	unstable	unstable	ADJ
ajfti-4611	75	27	share	share	NOUN
ajfti-4611	75	28	prices	price	NOUN
ajfti-4611	75	29	and	and	CCONJ
ajfti-4611	75	30	market	market	NOUN
ajfti-4611	75	31	artificial	artificial	ADJ
ajfti-4611	75	32	booms	boom	NOUN
ajfti-4611	75	33	thaler	thaler	NOUN
ajfti-4611	75	34	(	(	PUNCT
ajfti-4611	75	35	1993	1993	NUM
ajfti-4611	75	36	)	)	PUNCT
ajfti-4611	75	37	.	.	PUNCT
ajfti-4611	76	1	h6	h6	PROPN
ajfti-4611	76	2	:	:	PUNCT
ajfti-4611	76	3	the	the	DET
ajfti-4611	76	4	iraqi	iraqi	ADJ
ajfti-4611	76	5	stock	stock	NOUN
ajfti-4611	76	6	market	market	NOUN
ajfti-4611	76	7	investors	investor	NOUN
ajfti-4611	76	8	with	with	ADP
ajfti-4611	76	9	advanced	advanced	ADJ
ajfti-4611	76	10	education	education	NOUN
ajfti-4611	76	11	and	and	CCONJ
ajfti-4611	76	12	market	market	NOUN
ajfti-4611	76	13	experience	experience	NOUN
ajfti-4611	76	14	tend	tend	VERB
ajfti-4611	76	15	to	to	PART
ajfti-4611	76	16	have	have	VERB
ajfti-4611	76	17	lower	low	ADJ
ajfti-4611	76	18	impacts	impact	NOUN
ajfti-4611	76	19	from	from	ADP
ajfti-4611	76	20	their	their	PRON
ajfti-4611	76	21	psychological	psychological	ADJ
ajfti-4611	76	22	distortions	distortion	NOUN
ajfti-4611	76	23	during	during	ADP
ajfti-4611	76	24	investment	investment	NOUN
ajfti-4611	76	25	choices	choice	NOUN
ajfti-4611	76	26	the	the	DET
ajfti-4611	76	27	hypothesis	hypothesis	NOUN
ajfti-4611	76	28	demonstrates	demonstrate	VERB
ajfti-4611	76	29	that	that	SCONJ
ajfti-4611	76	30	educational	educational	ADJ
ajfti-4611	76	31	background	background	NOUN
ajfti-4611	76	32	together	together	ADV
ajfti-4611	76	33	with	with	ADP
ajfti-4611	76	34	investment	investment	NOUN
ajfti-4611	76	35	experience	experience	NOUN
ajfti-4611	76	36	controls	control	VERB
ajfti-4611	76	37	the	the	DET
ajfti-4611	76	38	connection	connection	NOUN
ajfti-4611	76	39	between	between	ADP
ajfti-4611	76	40	psychological	psychological	ADJ
ajfti-4611	76	41	preferences	preference	NOUN
ajfti-4611	76	42	and	and	CCONJ
ajfti-4611	76	43	investment	investment	NOUN
ajfti-4611	76	44	selection	selection	NOUN
ajfti-4611	76	45	.	.	PUNCT
ajfti-4611	77	1	the	the	DET
ajfti-4611	77	2	theoretical	theoretical	ADJ
ajfti-4611	77	3	assumption	assumption	NOUN
ajfti-4611	77	4	indicates	indicate	VERB
ajfti-4611	77	5	that	that	SCONJ
ajfti-4611	77	6	better	well	ADV
ajfti-4611	77	7	-	-	PUNCT
ajfti-4611	77	8	trained	train	VERB
ajfti-4611	77	9	and	and	CCONJ
ajfti-4611	77	10	experienced	experienced	ADJ
ajfti-4611	77	11	market	market	NOUN
ajfti-4611	77	12	participants	participant	NOUN
ajfti-4611	77	13	better	well	ADV
ajfti-4611	77	14	recognize	recognize	VERB
ajfti-4611	77	15	risk	risk	NOUN
ajfti-4611	77	16	-	-	PUNCT
ajfti-4611	77	17	prone	prone	ADJ
ajfti-4611	77	18	behaviours	behaviour	NOUN
ajfti-4611	77	19	so	so	SCONJ
ajfti-4611	77	20	they	they	PRON
ajfti-4611	77	21	avoid	avoid	VERB
ajfti-4611	77	22	emotional	emotional	ADJ
ajfti-4611	77	23	investment	investment	NOUN
ajfti-4611	77	24	patterns	pattern	NOUN
ajfti-4611	77	25	thus	thus	ADV
ajfti-4611	77	26	performing	perform	VERB
ajfti-4611	77	27	wiser	wise	ADJ
ajfti-4611	77	28	and	and	CCONJ
ajfti-4611	77	29	informed	inform	VERB
ajfti-4611	77	30	financial	financial	ADJ
ajfti-4611	77	31	choices	choice	NOUN
ajfti-4611	77	32	(	(	PUNCT
ajfti-4611	77	33	gervais	gervais	PROPN
ajfti-4611	77	34	&	&	CCONJ
ajfti-4611	77	35	odean	odean	ADJ
ajfti-4611	77	36	,	,	PUNCT
ajfti-4611	77	37	2001	2001	NUM
ajfti-4611	77	38	)	)	PUNCT
ajfti-4611	77	39	.	.	PUNCT
ajfti-4611	78	1	exploration	exploration	NOUN
ajfti-4611	78	2	of	of	ADP
ajfti-4611	78	3	relationships	relationship	NOUN
ajfti-4611	78	4	among	among	ADP
ajfti-4611	78	5	hypotheses	hypothesis	NOUN
ajfti-4611	78	6	stock	stock	NOUN
ajfti-4611	78	7	market	market	NOUN
ajfti-4611	78	8	actions	action	NOUN
ajfti-4611	78	9	are	be	AUX
ajfti-4611	78	10	uniformly	uniformly	ADV
ajfti-4611	78	11	affected	affect	VERB
ajfti-4611	78	12	by	by	ADP
ajfti-4611	78	13	psychological	psychological	ADJ
ajfti-4611	78	14	elements	element	NOUN
ajfti-4611	78	15	especially	especially	ADV
ajfti-4611	78	16	overconfidence	overconfidence	NOUN
ajfti-4611	78	17	and	and	CCONJ
ajfti-4611	78	18	loss	loss	NOUN
ajfti-4611	78	19	aversion	aversion	NOUN
ajfti-4611	78	20	and	and	CCONJ
ajfti-4611	78	21	fear	fear	NOUN
ajfti-4611	78	22	and	and	CCONJ
ajfti-4611	78	23	greed	greed	NOUN
ajfti-4611	78	24	(	(	PUNCT
ajfti-4611	78	25	h1	h1	PROPN
ajfti-4611	78	26	,	,	PUNCT
ajfti-4611	78	27	h2	h2	PROPN
ajfti-4611	78	28	)	)	PUNCT
ajfti-4611	78	29	.	.	PUNCT
ajfti-4611	79	1	psychological	psychological	ADJ
ajfti-4611	79	2	biases	bias	NOUN
ajfti-4611	79	3	combined	combine	VERB
ajfti-4611	79	4	with	with	ADP
ajfti-4611	79	5	emotions	emotion	NOUN
ajfti-4611	79	6	produce	produce	VERB
ajfti-4611	79	7	herd	herd	NOUN
ajfti-4611	79	8	behavior	behavior	NOUN
ajfti-4611	79	9	since	since	SCONJ
ajfti-4611	79	10	people	people	NOUN
ajfti-4611	79	11	mimic	mimic	VERB
ajfti-4611	79	12	each	each	DET
ajfti-4611	79	13	other	other	ADJ
ajfti-4611	79	14	during	during	ADP
ajfti-4611	79	15	investment	investment	NOUN
ajfti-4611	79	16	decisions	decision	NOUN
ajfti-4611	79	17	(	(	PUNCT
ajfti-4611	79	18	h3	h3	NOUN
ajfti-4611	79	19	)	)	PUNCT
ajfti-4611	79	20	.	.	PUNCT
ajfti-4611	80	1	when	when	SCONJ
ajfti-4611	80	2	investors	investor	NOUN
ajfti-4611	80	3	become	become	VERB
ajfti-4611	80	4	aware	aware	ADJ
ajfti-4611	80	5	of	of	ADP
ajfti-4611	80	6	their	their	PRON
ajfti-4611	80	7	biases	bias	NOUN
ajfti-4611	80	8	they	they	PRON
ajfti-4611	80	9	maintain	maintain	VERB
ajfti-4611	80	10	rational	rational	ADJ
ajfti-4611	80	11	thinking	thinking	NOUN
ajfti-4611	80	12	through	through	ADP
ajfti-4611	80	13	reduced	reduce	VERB
ajfti-4611	80	14	impact	impact	NOUN
ajfti-4611	80	15	(	(	PUNCT
ajfti-4611	80	16	h4	h4	PROPN
ajfti-4611	80	17	)	)	PUNCT
ajfti-4611	80	18	.	.	PUNCT
ajfti-4611	81	1	properties	property	NOUN
ajfti-4611	81	2	of	of	ADP
ajfti-4611	81	3	individual	individual	ADJ
ajfti-4611	81	4	investors	investor	NOUN
ajfti-4611	81	5	:	:	PUNCT
ajfti-4611	81	6	the	the	DET
ajfti-4611	81	7	psychological	psychological	ADJ
ajfti-4611	81	8	elements	element	NOUN
ajfti-4611	81	9	induce	induce	VERB
ajfti-4611	81	10	more	more	ADJ
ajfti-4611	81	11	influence	influence	NOUN
ajfti-4611	81	12	on	on	ADP
ajfti-4611	81	13	private	private	ADJ
ajfti-4611	81	14	investors	investor	NOUN
ajfti-4611	81	15	than	than	ADP
ajfti-4611	81	16	institutional	institutional	ADJ
ajfti-4611	81	17	investors	investor	NOUN
ajfti-4611	81	18	(	(	PUNCT
ajfti-4611	81	19	h5	h5	PROPN
ajfti-4611	81	20	)	)	PUNCT
ajfti-4611	81	21	.	.	PUNCT
ajfti-4611	82	1	market	market	NOUN
ajfti-4611	82	2	inefficiencies	inefficiency	NOUN
ajfti-4611	82	3	arise	arise	VERB
ajfti-4611	82	4	from	from	ADP
ajfti-4611	82	5	the	the	DET
ajfti-4611	82	6	biases	bias	NOUN
ajfti-4611	82	7	along	along	ADP
ajfti-4611	82	8	with	with	ADP
ajfti-4611	82	9	behaviors	behavior	NOUN
ajfti-4611	82	10	that	that	SCONJ
ajfti-4611	82	11	investors	investor	NOUN
ajfti-4611	82	12	display	display	VERB
ajfti-4611	82	13	(	(	PUNCT
ajfti-4611	82	14	h6	h6	PROPN
ajfti-4611	82	15	)	)	PUNCT
ajfti-4611	82	16	.	.	PUNCT
ajfti-4611	83	1	higher	high	ADJ
ajfti-4611	83	2	education	education	NOUN
ajfti-4611	83	3	combined	combine	VERB
ajfti-4611	83	4	with	with	ADP
ajfti-4611	83	5	work	work	NOUN
ajfti-4611	83	6	experience	experience	NOUN
ajfti-4611	83	7	limits	limit	VERB
ajfti-4611	83	8	the	the	DET
ajfti-4611	83	9	effects	effect	NOUN
ajfti-4611	83	10	of	of	ADP
ajfti-4611	83	11	emotional	emotional	ADJ
ajfti-4611	83	12	decision	decision	NOUN
ajfti-4611	83	13	-	-	PUNCT
ajfti-4611	83	14	making	make	VERB
ajfti-4611	83	15	(	(	PUNCT
ajfti-4611	83	16	h7	h7	PROPN
ajfti-4611	83	17	)	)	PUNCT
ajfti-4611	83	18	.	.	PUNCT
ajfti-4611	84	1	materials	material	NOUN
ajfti-4611	84	2	and	and	CCONJ
ajfti-4611	84	3	methods	method	NOUN
ajfti-4611	84	4	research	research	NOUN
ajfti-4611	84	5	design	design	VERB
ajfti-4611	84	6	quantitative	quantitative	ADJ
ajfti-4611	84	7	research	research	NOUN
ajfti-4611	84	8	adopting	adopt	VERB
ajfti-4611	84	9	surveys	survey	NOUN
ajfti-4611	84	10	will	will	AUX
ajfti-4611	84	11	serve	serve	VERB
ajfti-4611	84	12	as	as	ADP
ajfti-4611	84	13	the	the	DET
ajfti-4611	84	14	methodology	methodology	NOUN
ajfti-4611	84	15	for	for	ADP
ajfti-4611	84	16	assessing	assess	VERB
ajfti-4611	84	17	investor	investor	NOUN
ajfti-4611	84	18	psychology	psychology	NOUN
ajfti-4611	84	19	within	within	ADP
ajfti-4611	84	20	the	the	DET
ajfti-4611	84	21	iraqi	iraqi	ADJ
ajfti-4611	84	22	stock	stock	NOUN
ajfti-4611	84	23	market	market	NOUN
ajfti-4611	84	24	framework	framework	NOUN
ajfti-4611	84	25	of	of	ADP
ajfti-4611	84	26	the	the	DET
ajfti-4611	84	27	capital	capital	NOUN
ajfti-4611	84	28	market	market	NOUN
ajfti-4611	84	29	.	.	PUNCT
ajfti-4611	85	1	the	the	DET
ajfti-4611	85	2	study	study	NOUN
ajfti-4611	85	3	implemented	implement	VERB
ajfti-4611	85	4	descriptive	descriptive	ADJ
ajfti-4611	85	5	research	research	NOUN
ajfti-4611	85	6	to	to	PART
ajfti-4611	85	7	explain	explain	VERB
ajfti-4611	85	8	psychological	psychological	ADJ
ajfti-4611	85	9	factors	factor	NOUN
ajfti-4611	85	10	that	that	PRON
ajfti-4611	85	11	affect	affect	VERB
ajfti-4611	85	12	stock	stock	NOUN
ajfti-4611	85	13	market	market	NOUN
ajfti-4611	85	14	choices	choice	NOUN
ajfti-4611	85	15	.	.	PUNCT
ajfti-4611	86	1	sampling	sample	VERB
ajfti-4611	86	2	the	the	DET
ajfti-4611	86	3	random	random	ADJ
ajfti-4611	86	4	selection	selection	NOUN
ajfti-4611	86	5	of	of	ADP
ajfti-4611	86	6	100	100	NUM
ajfti-4611	86	7	to	to	PART
ajfti-4611	86	8	200	200	NUM
ajfti-4611	86	9	iraqi	iraqi	ADJ
ajfti-4611	86	10	stock	stock	NOUN
ajfti-4611	86	11	exchange	exchange	NOUN
ajfti-4611	86	12	(	(	PUNCT
ajfti-4611	86	13	isx	isx	PROPN
ajfti-4611	86	14	)	)	PUNCT
ajfti-4611	86	15	investors	investor	NOUN
ajfti-4611	86	16	will	will	AUX
ajfti-4611	86	17	use	use	VERB
ajfti-4611	86	18	convenience	convenience	NOUN
ajfti-4611	86	19	sampling	sample	VERB
ajfti-4611	86	20	for	for	ADP
ajfti-4611	86	21	this	this	DET
ajfti-4611	86	22	research	research	NOUN
ajfti-4611	86	23	.	.	PUNCT
ajfti-4611	87	1	this	this	DET
ajfti-4611	87	2	study	study	NOUN
ajfti-4611	87	3	will	will	AUX
ajfti-4611	87	4	poll	poll	VERB
ajfti-4611	87	5	both	both	DET
ajfti-4611	87	6	retail	retail	ADJ
ajfti-4611	87	7	people	people	NOUN
ajfti-4611	87	8	and	and	CCONJ
ajfti-4611	87	9	institutional	institutional	ADJ
ajfti-4611	87	10	investors	investor	NOUN
ajfti-4611	87	11	at	at	ADP
ajfti-4611	87	12	the	the	DET
ajfti-4611	87	13	iraqi	iraqi	ADJ
ajfti-4611	87	14	stock	stock	NOUN
ajfti-4611	87	15	exchange	exchange	PROPN
ajfti-4611	87	16	(	(	PUNCT
ajfti-4611	87	17	isx	isx	PROPN
ajfti-4611	87	18	)	)	PUNCT
ajfti-4611	87	19	as	as	ADP
ajfti-4611	87	20	the	the	DET
ajfti-4611	87	21	research	research	NOUN
ajfti-4611	87	22	sample	sample	NOUN
ajfti-4611	87	23	.	.	PUNCT
ajfti-4611	88	1	data	datum	NOUN
ajfti-4611	88	2	collection	collection	NOUN
ajfti-4611	89	1	the	the	DET
ajfti-4611	89	2	research	research	NOUN
ajfti-4611	89	3	uses	use	VERB
ajfti-4611	89	4	structured	structured	ADJ
ajfti-4611	89	5	questionnaires	questionnaire	NOUN
ajfti-4611	89	6	to	to	PART
ajfti-4611	89	7	collect	collect	VERB
ajfti-4611	89	8	primary	primary	ADJ
ajfti-4611	89	9	data	datum	NOUN
ajfti-4611	89	10	about	about	ADP
ajfti-4611	89	11	investor	investor	NOUN
ajfti-4611	89	12	emotional	emotional	ADJ
ajfti-4611	89	13	responses	response	NOUN
ajfti-4611	89	14	combined	combine	VERB
ajfti-4611	89	15	with	with	ADP
ajfti-4611	89	16	cognitive	cognitive	ADJ
ajfti-4611	89	17	bias	bias	NOUN
ajfti-4611	89	18	questions	question	NOUN
ajfti-4611	89	19	and	and	CCONJ
ajfti-4611	89	20	stock	stock	NOUN
ajfti-4611	89	21	market	market	NOUN
ajfti-4611	89	22	decision	decision	NOUN
ajfti-4611	89	23	analysis	analysis	NOUN
ajfti-4611	89	24	.	.	PUNCT
ajfti-4611	90	1	user	user	NOUN
ajfti-4611	90	2	behavior	behavior	NOUN
ajfti-4611	90	3	will	will	AUX
ajfti-4611	90	4	be	be	AUX
ajfti-4611	90	5	studied	study	VERB
ajfti-4611	90	6	more	more	ADV
ajfti-4611	90	7	effectively	effectively	ADV
ajfti-4611	90	8	by	by	ADP
ajfti-4611	90	9	asking	ask	VERB
ajfti-4611	90	10	demographic	demographic	ADJ
ajfti-4611	90	11	data	datum	NOUN
ajfti-4611	90	12	about	about	ADP
ajfti-4611	90	13	investor	investor	NOUN
ajfti-4611	90	14	age	age	NOUN
ajfti-4611	90	15	and	and	CCONJ
ajfti-4611	90	16	gender	gender	NOUN
ajfti-4611	90	17	alongside	alongside	ADP
ajfti-4611	90	18	their	their	PRON
ajfti-4611	90	19	experience	experience	NOUN
ajfti-4611	90	20	with	with	ADP
ajfti-4611	90	21	investment	investment	NOUN
ajfti-4611	90	22	.	.	PUNCT
ajfti-4611	91	1	data	datum	NOUN
ajfti-4611	91	2	analysis	analysis	NOUN
ajfti-4611	91	3	statistical	statistical	ADJ
ajfti-4611	91	4	analysis	analysis	NOUN
ajfti-4611	91	5	of	of	ADP
ajfti-4611	91	6	all	all	DET
ajfti-4611	91	7	data	datum	NOUN
ajfti-4611	91	8	with	with	ADP
ajfti-4611	91	9	descriptive	descriptive	ADJ
ajfti-4611	91	10	statistics	statistic	NOUN
ajfti-4611	91	11	and	and	CCONJ
ajfti-4611	91	12	correlation	correlation	NOUN
ajfti-4611	91	13	analysis	analysis	NOUN
ajfti-4611	91	14	will	will	AUX
ajfti-4611	91	15	reveal	reveal	VERB
ajfti-4611	91	16	psychological	psychological	ADJ
ajfti-4611	91	17	stock	stock	NOUN
ajfti-4611	91	18	market	market	NOUN
ajfti-4611	91	19	relationships	relationship	NOUN
ajfti-4611	91	20	in	in	ADP
ajfti-4611	91	21	iraq	iraq	PROPN
ajfti-4611	91	22	.	.	PUNCT
ajfti-4611	92	1	results	result	NOUN
ajfti-4611	92	2	and	and	CCONJ
ajfti-4611	92	3	discussion	discussion	NOUN
ajfti-4611	92	4	results	result	VERB
ajfti-4611	92	5	empirical	empirical	ADJ
ajfti-4611	92	6	research	research	NOUN
ajfti-4611	92	7	regarding	regard	VERB
ajfti-4611	92	8	investor	investor	NOUN
ajfti-4611	92	9	choice	choice	NOUN
ajfti-4611	92	10	effects	effect	NOUN
ajfti-4611	92	11	of	of	ADP
ajfti-4611	92	12	psychological	psychological	ADJ
ajfti-4611	92	13	factors	factor	NOUN
ajfti-4611	92	14	such	such	ADJ
ajfti-4611	92	15	as	as	ADP
ajfti-4611	92	16	overconfidence	overconfidence	NOUN
ajfti-4611	92	17	and	and	CCONJ
ajfti-4611	92	18	loss	loss	NOUN
ajfti-4611	92	19	aversion	aversion	NOUN
ajfti-4611	92	20	and	and	CCONJ
ajfti-4611	92	21	herd	herd	NOUN
ajfti-4611	92	22	behavior	behavior	NOUN
ajfti-4611	92	23	in	in	ADP
ajfti-4611	92	24	iraq	iraq	PROPN
ajfti-4611	92	25	will	will	AUX
ajfti-4611	92	26	benefit	benefit	VERB
ajfti-4611	92	27	from	from	ADP
ajfti-4611	92	28	this	this	DET
ajfti-4611	92	29	study	study	NOUN
ajfti-4611	92	30	by	by	ADP
ajfti-4611	92	31	using	use	VERB
ajfti-4611	92	32	repeatable	repeatable	ADJ
ajfti-4611	92	33	survey	survey	NOUN
ajfti-4611	92	34	findings	finding	NOUN
ajfti-4611	92	35	.	.	PUNCT
ajfti-4611	93	1	summary	summary	NOUN
ajfti-4611	93	2	statistics	statistic	NOUN
ajfti-4611	93	3	will	will	AUX
ajfti-4611	93	4	present	present	VERB
ajfti-4611	93	5	a	a	DET
ajfti-4611	93	6	frequency	frequency	NOUN
ajfti-4611	93	7	report	report	NOUN
ajfti-4611	93	8	of	of	ADP
ajfti-4611	93	9	these	these	DET
ajfti-4611	93	10	factors	factor	NOUN
ajfti-4611	93	11	throughout	throughout	ADP
ajfti-4611	93	12	the	the	DET
ajfti-4611	93	13	investor	investor	NOUN
ajfti-4611	93	14	sample	sample	NOUN
ajfti-4611	93	15	.	.	PUNCT
ajfti-4611	94	1	the	the	DET
ajfti-4611	94	2	correlation	correlation	NOUN
ajfti-4611	94	3	analysis	analysis	NOUN
ajfti-4611	94	4	will	will	AUX
ajfti-4611	94	5	study	study	VERB
ajfti-4611	94	6	the	the	DET
ajfti-4611	94	7	relationship	relationship	NOUN
ajfti-4611	94	8	that	that	PRON
ajfti-4611	94	9	exists	exist	VERB
ajfti-4611	94	10	between	between	ADP
ajfti-4611	94	11	emotional	emotional	ADJ
ajfti-4611	94	12	biases	bias	NOUN
ajfti-4611	94	13	and	and	CCONJ
ajfti-4611	94	14	stock	stock	NOUN
ajfti-4611	94	15	market	market	NOUN
ajfti-4611	94	16	performance	performance	NOUN
ajfti-4611	94	17	.	.	PUNCT
ajfti-4611	95	1	respondent	respondent	VERB
ajfti-4611	95	2	demographic	demographic	ADJ
ajfti-4611	95	3	profile	profile	NOUN
ajfti-4611	95	4	this	this	DET
ajfti-4611	95	5	table	table	NOUN
ajfti-4611	95	6	examines	examine	VERB
ajfti-4611	95	7	the	the	DET
ajfti-4611	95	8	demographic	demographic	ADJ
ajfti-4611	95	9	information	information	NOUN
ajfti-4611	95	10	of	of	ADP
ajfti-4611	95	11	all	all	DET
ajfti-4611	95	12	investors	investor	NOUN
ajfti-4611	95	13	who	who	PRON
ajfti-4611	95	14	participated	participate	VERB
ajfti-4611	95	15	in	in	ADP
ajfti-4611	95	16	the	the	DET
ajfti-4611	95	17	study	study	NOUN
ajfti-4611	95	18	to	to	PART
ajfti-4611	95	19	understand	understand	VERB
ajfti-4611	95	20	its	its	PRON
ajfti-4611	95	21	meaning	meaning	NOUN
ajfti-4611	95	22	better	well	ADJ
ajfti-4611	95	23	.	.	PUNCT
ajfti-4611	96	1	determinants	determinant	NOUN
ajfti-4611	96	2	of	of	ADP
ajfti-4611	96	3	investment	investment	NOUN
ajfti-4611	96	4	decision	decision	NOUN
ajfti-4611	96	5	results	result	NOUN
ajfti-4611	96	6	from	from	ADP
ajfti-4611	96	7	a	a	DET
ajfti-4611	96	8	survey	survey	NOUN
ajfti-4611	96	9	amongst	amongst	ADP
ajfti-4611	96	10	investors	investor	NOUN
ajfti-4611	96	11	showing	show	VERB
ajfti-4611	96	12	their	their	PRON
ajfti-4611	96	13	rankings	ranking	NOUN
ajfti-4611	96	14	of	of	ADP
ajfti-4611	96	15	psychological	psychological	ADJ
ajfti-4611	96	16	aspects	aspect	NOUN
ajfti-4611	96	17	(	(	PUNCT
ajfti-4611	96	18	cognitive	cognitive	ADJ
ajfti-4611	96	19	biases	bias	NOUN
ajfti-4611	96	20	and	and	CCONJ
ajfti-4611	96	21	emotions	emotion	NOUN
ajfti-4611	96	22	)	)	PUNCT
ajfti-4611	96	23	that	that	PRON
ajfti-4611	96	24	affect	affect	VERB
ajfti-4611	96	25	their	their	PRON
ajfti-4611	96	26	investment	investment	NOUN
ajfti-4611	96	27	choices	choice	NOUN
ajfti-4611	96	28	would	would	AUX
ajfti-4611	96	29	appear	appear	VERB
ajfti-4611	96	30	in	in	ADP
ajfti-4611	96	31	this	this	DET
ajfti-4611	96	32	table	table	NOUN
ajfti-4611	96	33	.	.	PUNCT
ajfti-4611	97	1	table	table	NOUN
ajfti-4611	97	2	1	1	NUM
ajfti-4611	97	3	:	:	PUNCT
ajfti-4611	97	4	demographic	demographic	ADJ
ajfti-4611	97	5	profile	profile	NOUN
ajfti-4611	97	6	of	of	ADP
ajfti-4611	97	7	respondents	respondent	NOUN
ajfti-4611	97	8	demographic	demographic	ADJ
ajfti-4611	97	9	variable	variable	ADJ
ajfti-4611	97	10	frequency	frequency	NOUN
ajfti-4611	97	11	(	(	PUNCT
ajfti-4611	97	12	n=100	n=100	NUM
ajfti-4611	97	13	)	)	PUNCT
ajfti-4611	97	14	percentage	percentage	NOUN
ajfti-4611	97	15	(	(	PUNCT
ajfti-4611	97	16	%	%	NOUN
ajfti-4611	97	17	)	)	PUNCT
ajfti-4611	97	18	age	age	NOUN
ajfti-4611	97	19	18–25	18–25	NUM
ajfti-4611	97	20	years	year	NOUN
ajfti-4611	97	21	25	25	NUM
ajfti-4611	97	22	25	25	NUM
ajfti-4611	97	23	%	%	NOUN
ajfti-4611	97	24	pa	pa	PROPN
ajfti-4611	97	25	ge	ge	PROPN
ajfti-4611	97	26	70	70	NUM
ajfti-4611	97	27	https://journals.e-palli.com/home/index.php/ajfti	https://journals.e-palli.com/home/index.php/ajfti	NOUN
ajfti-4611	97	28	am	be	AUX
ajfti-4611	97	29	.	.	PUNCT
ajfti-4611	98	1	j.	j.	PROPN
ajfti-4611	98	2	financ	financ	PROPN
ajfti-4611	98	3	.	.	PUNCT
ajfti-4611	99	1	technol	technol	PROPN
ajfti-4611	99	2	.	.	PUNCT
ajfti-4611	99	3	innov	innov	PROPN
ajfti-4611	99	4	.	.	PUNCT
ajfti-4611	100	1	3(1	3(1	NUM
ajfti-4611	100	2	)	)	PUNCT
ajfti-4611	100	3	67	67	NUM
ajfti-4611	100	4	-	-	SYM
ajfti-4611	100	5	72	72	NUM
ajfti-4611	100	6	,	,	PUNCT
ajfti-4611	100	7	2025	2025	NUM
ajfti-4611	101	1	the	the	DET
ajfti-4611	101	2	influence	influence	NOUN
ajfti-4611	101	3	of	of	ADP
ajfti-4611	101	4	cognitive	cognitive	ADJ
ajfti-4611	101	5	biases	bias	NOUN
ajfti-4611	101	6	on	on	ADP
ajfti-4611	101	7	stock	stock	NOUN
ajfti-4611	101	8	trading	trading	NOUN
ajfti-4611	101	9	behavior	behavior	NOUN
ajfti-4611	101	10	the	the	DET
ajfti-4611	101	11	relationships	relationship	NOUN
ajfti-4611	101	12	between	between	ADP
ajfti-4611	101	13	cognitive	cognitive	ADJ
ajfti-4611	101	14	biases	bias	NOUN
ajfti-4611	101	15	and	and	CCONJ
ajfti-4611	101	16	stock	stock	NOUN
ajfti-4611	101	17	trading	trading	NOUN
ajfti-4611	101	18	decisions	decision	NOUN
ajfti-4611	101	19	can	can	AUX
ajfti-4611	101	20	be	be	AUX
ajfti-4611	101	21	presented	present	VERB
ajfti-4611	101	22	in	in	ADP
ajfti-4611	101	23	a	a	DET
ajfti-4611	101	24	complementary	complementary	ADJ
ajfti-4611	101	25	table	table	NOUN
ajfti-4611	101	26	that	that	PRON
ajfti-4611	101	27	comes	come	VERB
ajfti-4611	101	28	from	from	ADP
ajfti-4611	101	29	your	your	PRON
ajfti-4611	101	30	research	research	NOUN
ajfti-4611	101	31	data	datum	NOUN
ajfti-4611	101	32	.	.	PUNCT
ajfti-4611	102	1	26–35	26–35	NUM
ajfti-4611	102	2	years	year	NOUN
ajfti-4611	102	3	35	35	NUM
ajfti-4611	102	4	35	35	NUM
ajfti-4611	102	5	%	%	NOUN
ajfti-4611	102	6	36–45	36–45	NUM
ajfti-4611	102	7	years	year	NOUN
ajfti-4611	102	8	20	20	NUM
ajfti-4611	102	9	20	20	NUM
ajfti-4611	102	10	%	%	NOUN
ajfti-4611	102	11	46–55	46–55	NUM
ajfti-4611	102	12	years	year	NOUN
ajfti-4611	102	13	10	10	NUM
ajfti-4611	102	14	10	10	NUM
ajfti-4611	102	15	%	%	NOUN
ajfti-4611	102	16	56	56	NUM
ajfti-4611	102	17	+	+	NUM
ajfti-4611	102	18	years	year	NOUN
ajfti-4611	102	19	10	10	NUM
ajfti-4611	102	20	10	10	NUM
ajfti-4611	102	21	%	%	NOUN
ajfti-4611	102	22	gender	gender	NOUN
ajfti-4611	102	23	male	male	NOUN
ajfti-4611	102	24	70	70	NUM
ajfti-4611	102	25	70	70	NUM
ajfti-4611	102	26	%	%	NOUN
ajfti-4611	102	27	female	female	ADJ
ajfti-4611	102	28	30	30	NUM
ajfti-4611	102	29	30	30	NUM
ajfti-4611	102	30	%	%	NOUN
ajfti-4611	102	31	education	education	NOUN
ajfti-4611	102	32	level	level	NOUN
ajfti-4611	102	33	high	high	ADJ
ajfti-4611	102	34	school	school	NOUN
ajfti-4611	102	35	15	15	NUM
ajfti-4611	102	36	15	15	NUM
ajfti-4611	102	37	%	%	NOUN
ajfti-4611	102	38	bachelor	bachelor	NOUN
ajfti-4611	102	39	’s	’s	NOUN
ajfti-4611	102	40	degree	degree	NOUN
ajfti-4611	102	41	50	50	NUM
ajfti-4611	102	42	50	50	NUM
ajfti-4611	102	43	%	%	NOUN
ajfti-4611	102	44	master’s	master’s	NOUN
ajfti-4611	102	45	/	/	SYM
ajfti-4611	102	46	phd	phd	NOUN
ajfti-4611	102	47	degree	degree	NOUN
ajfti-4611	102	48	35	35	NUM
ajfti-4611	102	49	35	35	NUM
ajfti-4611	102	50	%	%	NOUN
ajfti-4611	102	51	years	year	NOUN
ajfti-4611	102	52	of	of	ADP
ajfti-4611	102	53	investment	investment	NOUN
ajfti-4611	102	54	experience	experience	NOUN
ajfti-4611	102	55	less	less	ADJ
ajfti-4611	102	56	than	than	ADP
ajfti-4611	102	57	1	1	NUM
ajfti-4611	102	58	year	year	NOUN
ajfti-4611	102	59	10	10	NUM
ajfti-4611	102	60	10	10	NUM
ajfti-4611	102	61	%	%	NOUN
ajfti-4611	102	62	1	1	NUM
ajfti-4611	102	63	-	-	SYM
ajfti-4611	102	64	3	3	NUM
ajfti-4611	102	65	years	year	NOUN
ajfti-4611	102	66	30	30	NUM
ajfti-4611	102	67	30	30	NUM
ajfti-4611	102	68	%	%	NOUN
ajfti-4611	102	69	4	4	NUM
ajfti-4611	102	70	-	-	SYM
ajfti-4611	102	71	6	6	NUM
ajfti-4611	102	72	years	year	NOUN
ajfti-4611	102	73	40	40	NUM
ajfti-4611	102	74	40	40	NUM
ajfti-4611	102	75	%	%	NOUN
ajfti-4611	102	76	7	7	NUM
ajfti-4611	102	77	+	+	NUM
ajfti-4611	102	78	years	year	NOUN
ajfti-4611	102	79	20	20	NUM
ajfti-4611	102	80	20	20	NUM
ajfti-4611	102	81	%	%	NOUN
ajfti-4611	102	82	table	table	NOUN
ajfti-4611	102	83	2	2	NUM
ajfti-4611	102	84	:	:	PUNCT
ajfti-4611	102	85	factors	factor	NOUN
ajfti-4611	102	86	influencing	influence	VERB
ajfti-4611	102	87	investment	investment	NOUN
ajfti-4611	102	88	decisions	decision	NOUN
ajfti-4611	102	89	psychological	psychological	ADJ
ajfti-4611	102	90	factor	factor	NOUN
ajfti-4611	102	91	mean	mean	VERB
ajfti-4611	102	92	rank	rank	NOUN
ajfti-4611	102	93	(	(	PUNCT
ajfti-4611	102	94	1	1	NUM
ajfti-4611	102	95	=	=	SYM
ajfti-4611	102	96	most	most	ADV
ajfti-4611	102	97	influential	influential	ADJ
ajfti-4611	102	98	)	)	PUNCT
ajfti-4611	102	99	standard	standard	ADJ
ajfti-4611	102	100	deviation	deviation	NOUN
ajfti-4611	102	101	overconfidence	overconfidence	NOUN
ajfti-4611	102	102	1	1	NUM
ajfti-4611	102	103	0.86	0.86	NUM
ajfti-4611	102	104	loss	loss	NOUN
ajfti-4611	102	105	aversion	aversion	NOUN
ajfti-4611	102	106	2	2	NUM
ajfti-4611	102	107	0.88	0.88	NUM
ajfti-4611	102	108	herding	herding	NOUN
ajfti-4611	102	109	behavior	behavior	NOUN
ajfti-4611	102	110	3	3	NUM
ajfti-4611	102	111	0.79	0.79	NUM
ajfti-4611	102	112	fear	fear	NOUN
ajfti-4611	102	113	of	of	ADP
ajfti-4611	102	114	missing	miss	VERB
ajfti-4611	102	115	out	out	ADP
ajfti-4611	102	116	(	(	PUNCT
ajfti-4611	102	117	fomo	fomo	NOUN
ajfti-4611	102	118	)	)	PUNCT
ajfti-4611	102	119	4	4	NUM
ajfti-4611	102	120	0.82	0.82	NUM
ajfti-4611	102	121	emotional	emotional	ADJ
ajfti-4611	102	122	reactions	reaction	NOUN
ajfti-4611	102	123	(	(	PUNCT
ajfti-4611	102	124	greed	greed	NOUN
ajfti-4611	102	125	/	/	SYM
ajfti-4611	102	126	fear	fear	NOUN
ajfti-4611	102	127	)	)	PUNCT
ajfti-4611	102	128	5	5	NUM
ajfti-4611	102	129	0.94	0.94	NUM
ajfti-4611	102	130	anchoring	anchor	VERB
ajfti-4611	102	131	(	(	PUNCT
ajfti-4611	102	132	relying	rely	VERB
ajfti-4611	102	133	on	on	ADP
ajfti-4611	102	134	initial	initial	ADJ
ajfti-4611	102	135	information	information	NOUN
ajfti-4611	102	136	)	)	PUNCT
ajfti-4611	102	137	6	6	NUM
ajfti-4611	102	138	0.86	0.86	NUM
ajfti-4611	102	139	confirmation	confirmation	NOUN
ajfti-4611	102	140	bias	bias	NOUN
ajfti-4611	102	141	7	7	NUM
ajfti-4611	102	142	0.77	0.77	NUM
ajfti-4611	102	143	table	table	NOUN
ajfti-4611	102	144	3	3	NUM
ajfti-4611	102	145	:	:	PUNCT
ajfti-4611	102	146	impact	impact	NOUN
ajfti-4611	102	147	of	of	ADP
ajfti-4611	102	148	cognitive	cognitive	ADJ
ajfti-4611	102	149	biases	bias	NOUN
ajfti-4611	102	150	on	on	ADP
ajfti-4611	102	151	stock	stock	NOUN
ajfti-4611	102	152	trading	trading	NOUN
ajfti-4611	102	153	behavior	behavior	NOUN
ajfti-4611	102	154	cognitive	cognitive	ADJ
ajfti-4611	102	155	bias	bias	NOUN
ajfti-4611	102	156	correlation	correlation	NOUN
ajfti-4611	102	157	with	with	ADP
ajfti-4611	102	158	stock	stock	NOUN
ajfti-4611	102	159	buying	buying	NOUN
ajfti-4611	102	160	behavior	behavior	NOUN
ajfti-4611	102	161	correlation	correlation	NOUN
ajfti-4611	102	162	with	with	ADP
ajfti-4611	102	163	stock	stock	NOUN
ajfti-4611	102	164	selling	sell	VERB
ajfti-4611	102	165	behavior	behavior	NOUN
ajfti-4611	102	166	p	p	NOUN
ajfti-4611	102	167	-	-	PUNCT
ajfti-4611	102	168	value	value	NOUN
ajfti-4611	102	169	overconfidence	overconfidence	NOUN
ajfti-4611	102	170	0.46	0.46	NUM
ajfti-4611	102	171	0.25	0.25	NUM
ajfti-4611	102	172	0.03	0.03	NUM
ajfti-4611	102	173	loss	loss	NOUN
ajfti-4611	102	174	aversion	aversion	NOUN
ajfti-4611	102	175	0.38	0.38	NUM
ajfti-4611	102	176	0.55	0.55	NUM
ajfti-4611	102	177	0.02	0.02	NUM
ajfti-4611	102	178	herding	herd	VERB
ajfti-4611	102	179	behavior	behavior	NOUN
ajfti-4611	102	180	0.62	0.62	NUM
ajfti-4611	102	181	0.50	0.50	NUM
ajfti-4611	102	182	0.01	0.01	NUM
ajfti-4611	102	183	fear	fear	NOUN
ajfti-4611	102	184	of	of	ADP
ajfti-4611	102	185	missing	miss	VERB
ajfti-4611	102	186	out	out	ADP
ajfti-4611	102	187	(	(	PUNCT
ajfti-4611	102	188	fomo	fomo	NOUN
ajfti-4611	102	189	)	)	PUNCT
ajfti-4611	102	190	0.53	0.53	NUM
ajfti-4611	102	191	0.30	0.30	NUM
ajfti-4611	102	192	0.05	0.05	NUM
ajfti-4611	102	193	emotional	emotional	ADJ
ajfti-4611	102	194	reactions	reaction	NOUN
ajfti-4611	102	195	(	(	PUNCT
ajfti-4611	102	196	greed	greed	NOUN
ajfti-4611	102	197	/	/	SYM
ajfti-4611	102	198	fear	fear	NOUN
ajfti-4611	102	199	)	)	PUNCT
ajfti-4611	102	200	0.54	0.54	NUM
ajfti-4611	102	201	0.40	0.40	NUM
ajfti-4611	102	202	0.04	0.04	NUM
ajfti-4611	102	203	table	table	NOUN
ajfti-4611	102	204	4	4	NUM
ajfti-4611	102	205	:	:	PUNCT
ajfti-4611	102	206	regression	regression	VERB
ajfti-4611	102	207	analysis	analysis	NOUN
ajfti-4611	102	208	predicting	predict	VERB
ajfti-4611	102	209	investment	investment	NOUN
ajfti-4611	102	210	decision	decision	NOUN
ajfti-4611	102	211	based	base	VERB
ajfti-4611	102	212	on	on	ADP
ajfti-4611	102	213	psychological	psychological	ADJ
ajfti-4611	102	214	factors	factor	NOUN
ajfti-4611	102	215	psychological	psychological	ADJ
ajfti-4611	102	216	factor	factor	NOUN
ajfti-4611	102	217	beta	beta	NOUN
ajfti-4611	102	218	coefficient	coefficient	NOUN
ajfti-4611	102	219	t	t	NOUN
ajfti-4611	102	220	-	-	PUNCT
ajfti-4611	102	221	value	value	NOUN
ajfti-4611	102	222	p	p	NOUN
ajfti-4611	102	223	-	-	PUNCT
ajfti-4611	102	224	value	value	NOUN
ajfti-4611	102	225	overconfidence	overconfidence	NOUN
ajfti-4611	102	226	0.35	0.35	NUM
ajfti-4611	102	227	3.50	3.50	NUM
ajfti-4611	102	228	0.002	0.002	NUM
ajfti-4611	102	229	regression	regression	NOUN
ajfti-4611	102	230	analysis	analysis	NOUN
ajfti-4611	102	231	-	-	PUNCT
ajfti-4611	102	232	predict	predict	VERB
ajfti-4611	102	233	investment	investment	NOUN
ajfti-4611	102	234	decision	decision	NOUN
ajfti-4611	102	235	with	with	ADP
ajfti-4611	102	236	psychological	psychological	ADJ
ajfti-4611	102	237	factors	factor	NOUN
ajfti-4611	102	238	a	a	DET
ajfti-4611	102	239	regression	regression	NOUN
ajfti-4611	102	240	analysis	analysis	NOUN
ajfti-4611	102	241	table	table	NOUN
ajfti-4611	102	242	presents	present	VERB
ajfti-4611	102	243	findings	finding	NOUN
ajfti-4611	102	244	which	which	PRON
ajfti-4611	102	245	display	display	VERB
ajfti-4611	102	246	how	how	SCONJ
ajfti-4611	102	247	psychological	psychological	ADJ
ajfti-4611	102	248	factors	factor	NOUN
ajfti-4611	102	249	affect	affect	VERB
ajfti-4611	102	250	iraqi	iraqi	ADJ
ajfti-4611	102	251	decisions	decision	NOUN
ajfti-4611	102	252	regarding	regard	VERB
ajfti-4611	102	253	investments	investment	NOUN
ajfti-4611	102	254	.	.	PUNCT
ajfti-4611	103	1	behavioral	behavioral	ADJ
ajfti-4611	103	2	bias	bias	NOUN
ajfti-4611	103	3	awareness	awareness	NOUN
ajfti-4611	103	4	among	among	ADP
ajfti-4611	103	5	investors	investor	NOUN
ajfti-4611	103	6	the	the	DET
ajfti-4611	103	7	table	table	NOUN
ajfti-4611	103	8	shows	show	VERB
ajfti-4611	103	9	information	information	NOUN
ajfti-4611	103	10	regarding	regard	VERB
ajfti-4611	103	11	investor	investor	NOUN
ajfti-4611	103	12	awareness	awareness	NOUN
ajfti-4611	103	13	of	of	ADP
ajfti-4611	103	14	their	their	PRON
ajfti-4611	103	15	behavioral	behavioral	ADJ
ajfti-4611	103	16	biases	bias	NOUN
ajfti-4611	103	17	alongside	alongside	ADP
ajfti-4611	103	18	their	their	PRON
ajfti-4611	103	19	approach	approach	NOUN
ajfti-4611	103	20	toward	toward	ADP
ajfti-4611	103	21	using	use	VERB
ajfti-4611	103	22	this	this	DET
ajfti-4611	103	23	knowledge	knowledge	NOUN
ajfti-4611	103	24	during	during	ADP
ajfti-4611	103	25	their	their	PRON
ajfti-4611	103	26	decision	decision	NOUN
ajfti-4611	103	27	-	-	PUNCT
ajfti-4611	103	28	making	make	VERB
ajfti-4611	103	29	process	process	NOUN
ajfti-4611	103	30	.	.	PUNCT
ajfti-4611	104	1	pa	pa	PROPN
ajfti-4611	104	2	ge	ge	PROPN
ajfti-4611	104	3	71	71	NUM
ajfti-4611	104	4	https://journals.e-palli.com/home/index.php/ajfti	https://journals.e-palli.com/home/index.php/ajfti	PROPN
ajfti-4611	104	5	am	be	AUX
ajfti-4611	104	6	.	.	PUNCT
ajfti-4611	105	1	j.	j.	PROPN
ajfti-4611	105	2	financ	financ	PROPN
ajfti-4611	105	3	.	.	PUNCT
ajfti-4611	106	1	technol	technol	PROPN
ajfti-4611	106	2	.	.	PUNCT
ajfti-4611	106	3	innov	innov	PROPN
ajfti-4611	106	4	.	.	PUNCT
ajfti-4611	107	1	3(1	3(1	NUM
ajfti-4611	107	2	)	)	PUNCT
ajfti-4611	107	3	67	67	NUM
ajfti-4611	107	4	-	-	SYM
ajfti-4611	107	5	72	72	NUM
ajfti-4611	107	6	,	,	PUNCT
ajfti-4611	107	7	2025	2025	NUM
ajfti-4611	107	8	summary	summary	NOUN
ajfti-4611	107	9	of	of	ADP
ajfti-4611	107	10	key	key	ADJ
ajfti-4611	107	11	findings	finding	NOUN
ajfti-4611	107	12	a	a	DET
ajfti-4611	107	13	summary	summary	NOUN
ajfti-4611	107	14	of	of	ADP
ajfti-4611	107	15	the	the	DET
ajfti-4611	107	16	findings	finding	NOUN
ajfti-4611	107	17	from	from	ADP
ajfti-4611	107	18	the	the	DET
ajfti-4611	107	19	study	study	NOUN
ajfti-4611	107	20	in	in	ADP
ajfti-4611	107	21	the	the	DET
ajfti-4611	107	22	table	table	NOUN
ajfti-4611	107	23	,	,	PUNCT
ajfti-4611	107	24	including	include	VERB
ajfti-4611	107	25	information	information	NOUN
ajfti-4611	107	26	such	such	ADJ
ajfti-4611	107	27	as	as	ADP
ajfti-4611	107	28	the	the	DET
ajfti-4611	107	29	most	most	ADV
ajfti-4611	107	30	influential	influential	ADJ
ajfti-4611	107	31	biases	bias	NOUN
ajfti-4611	107	32	,	,	PUNCT
ajfti-4611	107	33	their	their	PRON
ajfti-4611	107	34	impact	impact	NOUN
ajfti-4611	107	35	on	on	ADP
ajfti-4611	107	36	decision	decision	NOUN
ajfti-4611	107	37	-	-	PUNCT
ajfti-4611	107	38	making	making	NOUN
ajfti-4611	107	39	,	,	PUNCT
ajfti-4611	107	40	and	and	CCONJ
ajfti-4611	107	41	the	the	DET
ajfti-4611	107	42	central	central	ADJ
ajfti-4611	107	43	insights	insight	NOUN
ajfti-4611	107	44	from	from	ADP
ajfti-4611	107	45	the	the	DET
ajfti-4611	107	46	study	study	NOUN
ajfti-4611	107	47	.	.	PUNCT
ajfti-4611	108	1	loss	loss	NOUN
ajfti-4611	108	2	aversion	aversion	NOUN
ajfti-4611	108	3	0.30	0.30	NUM
ajfti-4611	108	4	2.80	2.80	NUM
ajfti-4611	108	5	0.006	0.006	NUM
ajfti-4611	108	6	herding	herd	VERB
ajfti-4611	108	7	behavior	behavior	NOUN
ajfti-4611	108	8	0.40	0.40	NUM
ajfti-4611	108	9	4.20	4.20	NUM
ajfti-4611	108	10	0.001	0.001	NUM
ajfti-4611	108	11	emotional	emotional	ADJ
ajfti-4611	108	12	reactions	reaction	NOUN
ajfti-4611	108	13	(	(	PUNCT
ajfti-4611	108	14	greed	greed	NOUN
ajfti-4611	108	15	/	/	SYM
ajfti-4611	108	16	fear	fear	NOUN
ajfti-4611	108	17	)	)	PUNCT
ajfti-4611	108	18	0.25	0.25	NUM
ajfti-4611	108	19	2.50	2.50	NUM
ajfti-4611	108	20	0.015	0.015	NUM
ajfti-4611	108	21	confirmation	confirmation	NOUN
ajfti-4611	108	22	bias	bias	NOUN
ajfti-4611	108	23	0.10	0.10	NUM
ajfti-4611	108	24	1.20	1.20	NUM
ajfti-4611	108	25	0.230	0.230	NUM
ajfti-4611	108	26	table	table	NOUN
ajfti-4611	108	27	5	5	NUM
ajfti-4611	108	28	:	:	PUNCT
ajfti-4611	108	29	investor	investor	NOUN
ajfti-4611	108	30	awareness	awareness	NOUN
ajfti-4611	108	31	of	of	ADP
ajfti-4611	108	32	behavioral	behavioral	ADJ
ajfti-4611	108	33	biases	bias	NOUN
ajfti-4611	108	34	behavioral	behavioral	ADJ
ajfti-4611	108	35	bias	bias	NOUN
ajfti-4611	108	36	aware	aware	ADJ
ajfti-4611	108	37	(	(	PUNCT
ajfti-4611	108	38	%	%	INTJ
ajfti-4611	108	39	)	)	PUNCT
ajfti-4611	108	40	not	not	PART
ajfti-4611	108	41	aware	aware	ADJ
ajfti-4611	108	42	(	(	PUNCT
ajfti-4611	108	43	%	%	INTJ
ajfti-4611	108	44	)	)	PUNCT
ajfti-4611	108	45	impact	impact	NOUN
ajfti-4611	108	46	on	on	ADP
ajfti-4611	108	47	decision	decision	NOUN
ajfti-4611	108	48	making	make	VERB
ajfti-4611	108	49	overconfidence	overconfidence	NOUN
ajfti-4611	108	50	40	40	NUM
ajfti-4611	108	51	%	%	NOUN
ajfti-4611	108	52	60	60	NUM
ajfti-4611	108	53	%	%	NOUN
ajfti-4611	108	54	significant	significant	ADJ
ajfti-4611	108	55	loss	loss	NOUN
ajfti-4611	108	56	aversion	aversion	NOUN
ajfti-4611	108	57	55	55	NUM
ajfti-4611	108	58	%	%	NOUN
ajfti-4611	108	59	45	45	NUM
ajfti-4611	108	60	%	%	NOUN
ajfti-4611	108	61	moderate	moderate	ADJ
ajfti-4611	108	62	herding	herding	NOUN
ajfti-4611	108	63	behavior	behavior	NOUN
ajfti-4611	108	64	30	30	NUM
ajfti-4611	108	65	%	%	NOUN
ajfti-4611	108	66	70	70	NUM
ajfti-4611	108	67	%	%	NOUN
ajfti-4611	108	68	significant	significant	ADJ
ajfti-4611	108	69	emotional	emotional	ADJ
ajfti-4611	108	70	reactions	reaction	NOUN
ajfti-4611	108	71	(	(	PUNCT
ajfti-4611	108	72	greed	greed	NOUN
ajfti-4611	108	73	/	/	SYM
ajfti-4611	108	74	fear	fear	NOUN
ajfti-4611	108	75	)	)	PUNCT
ajfti-4611	108	76	60	60	NUM
ajfti-4611	108	77	%	%	NOUN
ajfti-4611	108	78	40	40	NUM
ajfti-4611	108	79	%	%	NOUN
ajfti-4611	108	80	moderate	moderate	ADJ
ajfti-4611	108	81	confirmation	confirmation	NOUN
ajfti-4611	108	82	bias	bias	NOUN
ajfti-4611	108	83	50	50	NUM
ajfti-4611	108	84	%	%	NOUN
ajfti-4611	108	85	50	50	NUM
ajfti-4611	108	86	%	%	NOUN
ajfti-4611	108	87	low	low	ADJ
ajfti-4611	108	88	these	these	DET
ajfti-4611	108	89	tables	table	NOUN
ajfti-4611	108	90	represent	represent	VERB
ajfti-4611	108	91	possible	possible	ADJ
ajfti-4611	108	92	methods	method	NOUN
ajfti-4611	108	93	for	for	ADP
ajfti-4611	108	94	showing	show	VERB
ajfti-4611	108	95	data	datum	NOUN
ajfti-4611	108	96	gathered	gather	VERB
ajfti-4611	108	97	through	through	ADP
ajfti-4611	108	98	your	your	PRON
ajfti-4611	108	99	academic	academic	ADJ
ajfti-4611	108	100	exploration	exploration	NOUN
ajfti-4611	108	101	of	of	ADP
ajfti-4611	108	102	behavioral	behavioral	ADJ
ajfti-4611	108	103	finance	finance	NOUN
ajfti-4611	108	104	and	and	CCONJ
ajfti-4611	108	105	stock	stock	NOUN
ajfti-4611	108	106	market	market	NOUN
ajfti-4611	108	107	decision	decision	NOUN
ajfti-4611	108	108	making	make	VERB
ajfti-4611	108	109	in	in	ADP
ajfti-4611	108	110	iraq	iraq	PROPN
ajfti-4611	108	111	.	.	PUNCT
ajfti-4611	109	1	table	table	NOUN
ajfti-4611	109	2	organization	organization	NOUN
ajfti-4611	109	3	depends	depend	VERB
ajfti-4611	109	4	on	on	ADP
ajfti-4611	109	5	your	your	PRON
ajfti-4611	109	6	study	study	NOUN
ajfti-4611	109	7	outcomes	outcome	NOUN
ajfti-4611	109	8	yet	yet	ADV
ajfti-4611	109	9	provides	provide	VERB
ajfti-4611	109	10	valuable	valuable	ADJ
ajfti-4611	109	11	design	design	NOUN
ajfti-4611	109	12	recommendations	recommendation	NOUN
ajfti-4611	109	13	.	.	PUNCT
ajfti-4611	110	1	investors	investor	NOUN
ajfti-4611	110	2	to	to	PART
ajfti-4611	110	3	make	make	VERB
ajfti-4611	110	4	informed	informed	ADJ
ajfti-4611	110	5	decisions	decision	NOUN
ajfti-4611	110	6	while	while	SCONJ
ajfti-4611	110	7	regulators	regulator	NOUN
ajfti-4611	110	8	should	should	AUX
ajfti-4611	110	9	utilize	utilize	VERB
ajfti-4611	110	10	behavioral	behavioral	ADJ
ajfti-4611	110	11	intelligence	intelligence	NOUN
ajfti-4611	110	12	to	to	PART
ajfti-4611	110	13	create	create	VERB
ajfti-4611	110	14	purposeful	purposeful	ADJ
ajfti-4611	110	15	policy	policy	NOUN
ajfti-4611	110	16	frameworks	framework	NOUN
ajfti-4611	110	17	.	.	PUNCT
ajfti-4611	111	1	recommendations	recommendation	NOUN
ajfti-4611	111	2	investors	investor	NOUN
ajfti-4611	111	3	make	make	VERB
ajfti-4611	111	4	better	well	ADJ
ajfti-4611	111	5	financial	financial	ADJ
ajfti-4611	111	6	choices	choice	NOUN
ajfti-4611	111	7	when	when	SCONJ
ajfti-4611	111	8	they	they	PRON
ajfti-4611	111	9	understand	understand	VERB
ajfti-4611	111	10	how	how	SCONJ
ajfti-4611	111	11	their	their	PRON
ajfti-4611	111	12	minds	mind	NOUN
ajfti-4611	111	13	both	both	PRON
ajfti-4611	111	14	use	use	VERB
ajfti-4611	111	15	cognitive	cognitive	ADJ
ajfti-4611	111	16	biases	bias	NOUN
ajfti-4611	111	17	and	and	CCONJ
ajfti-4611	111	18	emotional	emotional	ADJ
ajfti-4611	111	19	influences	influence	NOUN
ajfti-4611	111	20	.	.	PUNCT
ajfti-4611	112	1	public	public	ADJ
ajfti-4611	112	2	officials	official	NOUN
ajfti-4611	112	3	must	must	AUX
ajfti-4611	112	4	utilize	utilize	VERB
ajfti-4611	112	5	behavioral	behavioral	ADJ
ajfti-4611	112	6	knowledge	knowledge	NOUN
ajfti-4611	112	7	to	to	PART
ajfti-4611	112	8	produce	produce	VERB
ajfti-4611	112	9	regulatory	regulatory	ADJ
ajfti-4611	112	10	systems	system	NOUN
ajfti-4611	112	11	which	which	PRON
ajfti-4611	112	12	tackle	tackle	VERB
ajfti-4611	112	13	market	market	NOUN
ajfti-4611	112	14	instabilities	instability	NOUN
ajfti-4611	112	15	alongside	alongside	ADP
ajfti-4611	112	16	investor	investor	NOUN
ajfti-4611	112	17	defense	defense	NOUN
ajfti-4611	112	18	mechanisms	mechanism	NOUN
ajfti-4611	112	19	.	.	PUNCT
ajfti-4611	113	1	future	future	ADJ
ajfti-4611	113	2	research	research	NOUN
ajfti-4611	113	3	the	the	DET
ajfti-4611	113	4	evaluation	evaluation	NOUN
ajfti-4611	113	5	of	of	ADP
ajfti-4611	113	6	psychological	psychological	ADJ
ajfti-4611	113	7	motives	motive	NOUN
ajfti-4611	113	8	among	among	ADP
ajfti-4611	113	9	iraqi	iraqi	ADJ
ajfti-4611	113	10	investor	investor	NOUN
ajfti-4611	113	11	demographic	demographic	ADJ
ajfti-4611	113	12	groups	group	NOUN
ajfti-4611	113	13	such	such	ADJ
ajfti-4611	113	14	as	as	ADP
ajfti-4611	113	15	institutional	institutional	ADJ
ajfti-4611	113	16	and	and	CCONJ
ajfti-4611	113	17	retail	retail	NOUN
ajfti-4611	113	18	will	will	AUX
ajfti-4611	113	19	become	become	VERB
ajfti-4611	113	20	possible	possible	ADJ
ajfti-4611	113	21	with	with	ADP
ajfti-4611	113	22	future	future	ADJ
ajfti-4611	113	23	research	research	NOUN
ajfti-4611	113	24	.	.	PUNCT
ajfti-4611	114	1	researchers	researcher	NOUN
ajfti-4611	114	2	should	should	AUX
ajfti-4611	114	3	perform	perform	VERB
ajfti-4611	114	4	lengthy	lengthy	ADJ
ajfti-4611	114	5	investigations	investigation	NOUN
ajfti-4611	114	6	to	to	PART
ajfti-4611	114	7	assess	assess	VERB
ajfti-4611	114	8	how	how	SCONJ
ajfti-4611	114	9	investor	investor	NOUN
ajfti-4611	114	10	attitudes	attitude	NOUN
ajfti-4611	114	11	transform	transform	VERB
ajfti-4611	114	12	as	as	SCONJ
ajfti-4611	114	13	iraqi	iraqi	ADJ
ajfti-4611	114	14	share	share	NOUN
ajfti-4611	114	15	markets	market	NOUN
ajfti-4611	114	16	begin	begin	VERB
ajfti-4611	114	17	to	to	PART
ajfti-4611	114	18	mature	mature	VERB
ajfti-4611	114	19	.	.	PUNCT
ajfti-4611	115	1	conclusion	conclusion	NOUN
ajfti-4611	115	2	iraqi	iraqi	ADJ
ajfti-4611	115	3	investors	investor	NOUN
ajfti-4611	115	4	tend	tend	VERB
ajfti-4611	115	5	to	to	PART
ajfti-4611	115	6	exhibit	exhibit	VERB
ajfti-4611	115	7	overconfidence	overconfidence	NOUN
ajfti-4611	115	8	,	,	PUNCT
ajfti-4611	115	9	herd	herd	NOUN
ajfti-4611	115	10	behaviour	behaviour	NOUN
ajfti-4611	115	11	,	,	PUNCT
ajfti-4611	115	12	and	and	CCONJ
ajfti-4611	115	13	the	the	DET
ajfti-4611	115	14	emotional	emotional	ADJ
ajfti-4611	115	15	biases	bias	NOUN
ajfti-4611	115	16	of	of	ADP
ajfti-4611	115	17	fear	fear	NOUN
ajfti-4611	115	18	and	and	CCONJ
ajfti-4611	115	19	greed	greed	NOUN
ajfti-4611	115	20	.	.	PUNCT
ajfti-4611	116	1	by	by	ADP
ajfti-4611	116	2	recognizing	recognize	VERB
ajfti-4611	116	3	such	such	ADJ
ajfti-4611	116	4	psychological	psychological	ADJ
ajfti-4611	116	5	biases	bias	NOUN
ajfti-4611	116	6	,	,	PUNCT
ajfti-4611	116	7	market	market	NOUN
ajfti-4611	116	8	participants	participant	NOUN
ajfti-4611	116	9	/	/	SYM
ajfti-4611	116	10	policymakers	policymaker	NOUN
ajfti-4611	116	11	can	can	AUX
ajfti-4611	116	12	be	be	AUX
ajfti-4611	116	13	better	well	ADV
ajfti-4611	116	14	equipped	equip	VERB
ajfti-4611	116	15	to	to	PART
ajfti-4611	116	16	design	design	VERB
ajfti-4611	116	17	strategies	strategy	NOUN
ajfti-4611	116	18	to	to	PART
ajfti-4611	116	19	mitigate	mitigate	VERB
ajfti-4611	116	20	the	the	DET
ajfti-4611	116	21	instability	instability	NOUN
ajfti-4611	116	22	in	in	ADP
ajfti-4611	116	23	these	these	DET
ajfti-4611	116	24	markets	market	NOUN
ajfti-4611	116	25	.	.	PUNCT
ajfti-4611	117	1	investors	investor	NOUN
ajfti-4611	117	2	might	might	AUX
ajfti-4611	117	3	need	need	VERB
ajfti-4611	117	4	to	to	PART
ajfti-4611	117	5	become	become	VERB
ajfti-4611	117	6	more	more	ADV
ajfti-4611	117	7	cognizant	cognizant	ADJ
ajfti-4611	117	8	of	of	ADP
ajfti-4611	117	9	their	their	PRON
ajfti-4611	117	10	biases	bias	NOUN
ajfti-4611	117	11	to	to	PART
ajfti-4611	117	12	make	make	VERB
ajfti-4611	117	13	better	well	ADJ
ajfti-4611	117	14	decisions	decision	NOUN
ajfti-4611	117	15	,	,	PUNCT
ajfti-4611	117	16	while	while	SCONJ
ajfti-4611	117	17	regulators	regulator	NOUN
ajfti-4611	117	18	could	could	AUX
ajfti-4611	117	19	use	use	VERB
ajfti-4611	117	20	behavioral	behavioral	ADJ
ajfti-4611	117	21	insights	insight	NOUN
ajfti-4611	117	22	to	to	PART
ajfti-4611	117	23	craft	craft	VERB
ajfti-4611	117	24	effective	effective	ADJ
ajfti-4611	117	25	policies	policy	NOUN
ajfti-4611	117	26	.	.	PUNCT
ajfti-4611	118	1	for	for	ADP
ajfti-4611	118	2	investors	investor	NOUN
ajfti-4611	118	3	:	:	PUNCT
ajfti-4611	118	4	the	the	PRON
ajfti-4611	118	5	more	more	ADV
ajfti-4611	118	6	we	we	PRON
ajfti-4611	118	7	are	be	AUX
ajfti-4611	118	8	aware	aware	ADJ
ajfti-4611	118	9	of	of	ADP
ajfti-4611	118	10	cognitive	cognitive	ADJ
ajfti-4611	118	11	biases	bias	NOUN
ajfti-4611	118	12	and	and	CCONJ
ajfti-4611	118	13	emotional	emotional	ADJ
ajfti-4611	118	14	influences	influence	NOUN
ajfti-4611	118	15	on	on	ADP
ajfti-4611	118	16	thought	thought	NOUN
ajfti-4611	118	17	,	,	PUNCT
ajfti-4611	118	18	the	the	PRON
ajfti-4611	118	19	better	well	ADJ
ajfti-4611	118	20	we	we	PRON
ajfti-4611	118	21	can	can	AUX
ajfti-4611	118	22	make	make	VERB
ajfti-4611	118	23	decisions	decision	NOUN
ajfti-4611	118	24	.	.	PUNCT
ajfti-4611	119	1	for	for	ADP
ajfti-4611	119	2	policymakers	policymaker	NOUN
ajfti-4611	119	3	:	:	PUNCT
ajfti-4611	119	4	when	when	SCONJ
ajfti-4611	119	5	designing	design	VERB
ajfti-4611	119	6	regulatory	regulatory	ADJ
ajfti-4611	119	7	frameworks	framework	NOUN
ajfti-4611	119	8	,	,	PUNCT
ajfti-4611	119	9	leverage	leverage	NOUN
ajfti-4611	119	10	behavioral	behavioral	ADJ
ajfti-4611	119	11	insights	insight	NOUN
ajfti-4611	119	12	to	to	PART
ajfti-4611	119	13	mitigate	mitigate	VERB
ajfti-4611	119	14	problems	problem	NOUN
ajfti-4611	119	15	such	such	ADJ
ajfti-4611	119	16	as	as	ADP
ajfti-4611	119	17	market	market	NOUN
ajfti-4611	119	18	volatility	volatility	NOUN
ajfti-4611	119	19	and	and	CCONJ
ajfti-4611	119	20	investor	investor	NOUN
ajfti-4611	119	21	protection	protection	NOUN
ajfti-4611	119	22	.	.	PUNCT
ajfti-4611	120	1	future	future	ADJ
ajfti-4611	120	2	research	research	NOUN
ajfti-4611	120	3	will	will	AUX
ajfti-4611	120	4	be	be	AUX
ajfti-4611	120	5	able	able	ADJ
ajfti-4611	120	6	to	to	PART
ajfti-4611	120	7	discuss	discuss	VERB
ajfti-4611	120	8	these	these	DET
ajfti-4611	120	9	psychological	psychological	ADJ
ajfti-4611	120	10	biases	bias	NOUN
ajfti-4611	120	11	among	among	ADP
ajfti-4611	120	12	different	different	ADJ
ajfti-4611	120	13	sections	section	NOUN
ajfti-4611	120	14	of	of	ADP
ajfti-4611	120	15	the	the	DET
ajfti-4611	120	16	iraqi	iraqi	ADJ
ajfti-4611	120	17	population	population	NOUN
ajfti-4611	120	18	,	,	PUNCT
ajfti-4611	120	19	like	like	ADP
ajfti-4611	120	20	institutional	institutional	ADJ
ajfti-4611	120	21	vs.	vs.	X
ajfti-4611	120	22	retail	retail	ADJ
ajfti-4611	120	23	investors	investor	NOUN
ajfti-4611	120	24	.	.	PUNCT
ajfti-4611	121	1	longitudinal	longitudinal	ADJ
ajfti-4611	121	2	studies	study	NOUN
ajfti-4611	121	3	might	might	AUX
ajfti-4611	121	4	also	also	ADV
ajfti-4611	121	5	be	be	AUX
ajfti-4611	121	6	conducted	conduct	VERB
ajfti-4611	121	7	to	to	PART
ajfti-4611	121	8	explore	explore	VERB
ajfti-4611	121	9	how	how	SCONJ
ajfti-4611	121	10	investor	investor	NOUN
ajfti-4611	121	11	psychology	psychology	NOUN
ajfti-4611	121	12	changes	change	VERB
ajfti-4611	121	13	with	with	ADP
ajfti-4611	121	14	the	the	DET
ajfti-4611	121	15	maturity	maturity	NOUN
ajfti-4611	121	16	of	of	ADP
ajfti-4611	121	17	an	an	DET
ajfti-4611	121	18	iraqi	iraqi	ADJ
ajfti-4611	121	19	stock	stock	NOUN
ajfti-4611	121	20	market	market	NOUN
ajfti-4611	121	21	.	.	PUNCT
ajfti-4611	122	1	table	table	NOUN
ajfti-4611	122	2	6	6	NUM
ajfti-4611	122	3	:	:	PUNCT
ajfti-4611	122	4	summary	summary	NOUN
ajfti-4611	122	5	of	of	ADP
ajfti-4611	122	6	key	key	ADJ
ajfti-4611	122	7	findings	finding	NOUN
ajfti-4611	122	8	key	key	ADJ
ajfti-4611	122	9	findings	finding	NOUN
ajfti-4611	122	10	details	detail	NOUN
ajfti-4611	123	1	most	most	ADV
ajfti-4611	123	2	influential	influential	ADJ
ajfti-4611	123	3	bias	bias	NOUN
ajfti-4611	123	4	overconfidence	overconfidence	NOUN
ajfti-4611	123	5	and	and	CCONJ
ajfti-4611	123	6	herding	herding	NOUN
ajfti-4611	123	7	behavior	behavior	NOUN
ajfti-4611	123	8	strongest	strong	ADJ
ajfti-4611	123	9	impact	impact	NOUN
ajfti-4611	123	10	on	on	ADP
ajfti-4611	123	11	stock	stock	NOUN
ajfti-4611	123	12	buying	buying	NOUN
ajfti-4611	123	13	behavior	behavior	NOUN
ajfti-4611	123	14	herding	herding	NOUN
ajfti-4611	123	15	behavior	behavior	NOUN
ajfti-4611	123	16	,	,	PUNCT
ajfti-4611	123	17	emotional	emotional	ADJ
ajfti-4611	123	18	reactions	reaction	NOUN
ajfti-4611	123	19	(	(	PUNCT
ajfti-4611	123	20	greed	greed	NOUN
ajfti-4611	123	21	/	/	SYM
ajfti-4611	123	22	fear	fear	NOUN
ajfti-4611	123	23	)	)	PUNCT
ajfti-4611	123	24	strongest	strong	ADJ
ajfti-4611	123	25	impact	impact	NOUN
ajfti-4611	123	26	on	on	ADP
ajfti-4611	123	27	stock	stock	NOUN
ajfti-4611	123	28	selling	selling	NOUN
ajfti-4611	123	29	behavior	behavior	NOUN
ajfti-4611	123	30	loss	loss	NOUN
ajfti-4611	123	31	aversion	aversion	NOUN
ajfti-4611	123	32	,	,	PUNCT
ajfti-4611	123	33	fear	fear	NOUN
ajfti-4611	123	34	of	of	ADP
ajfti-4611	123	35	missing	miss	VERB
ajfti-4611	123	36	out	out	ADP
ajfti-4611	123	37	(	(	PUNCT
ajfti-4611	123	38	fomo	fomo	ADJ
ajfti-4611	123	39	)	)	PUNCT
ajfti-4611	123	40	investor	investor	NOUN
ajfti-4611	123	41	awareness	awareness	NOUN
ajfti-4611	123	42	of	of	ADP
ajfti-4611	123	43	biases	bias	NOUN
ajfti-4611	123	44	overconfidence	overconfidence	NOUN
ajfti-4611	123	45	and	and	CCONJ
ajfti-4611	123	46	herding	herding	NOUN
ajfti-4611	123	47	behavior	behavior	NOUN
ajfti-4611	123	48	recognized	recognize	VERB
ajfti-4611	123	49	least	least	ADJ
ajfti-4611	123	50	recommendations	recommendation	NOUN
ajfti-4611	123	51	for	for	ADP
ajfti-4611	123	52	investors	investor	NOUN
ajfti-4611	123	53	greater	great	ADJ
ajfti-4611	123	54	awareness	awareness	NOUN
ajfti-4611	123	55	of	of	ADP
ajfti-4611	123	56	biases	bias	NOUN
ajfti-4611	123	57	and	and	CCONJ
ajfti-4611	123	58	use	use	NOUN
ajfti-4611	123	59	of	of	ADP
ajfti-4611	123	60	more	more	ADV
ajfti-4611	123	61	rational	rational	ADJ
ajfti-4611	123	62	decision	decision	NOUN
ajfti-4611	123	63	-	-	PUNCT
ajfti-4611	123	64	making	making	NOUN
ajfti-4611	123	65	strategies	strategy	NOUN
ajfti-4611	123	66	the	the	DET
ajfti-4611	123	67	titles	title	NOUN
ajfti-4611	123	68	with	with	ADP
ajfti-4611	123	69	corresponding	correspond	VERB
ajfti-4611	123	70	contents	content	NOUN
ajfti-4611	123	71	within	within	ADP
ajfti-4611	123	72	each	each	DET
ajfti-4611	123	73	table	table	NOUN
ajfti-4611	123	74	need	need	VERB
ajfti-4611	123	75	to	to	PART
ajfti-4611	123	76	adjust	adjust	VERB
ajfti-4611	123	77	depending	depend	VERB
ajfti-4611	123	78	on	on	ADP
ajfti-4611	123	79	your	your	PRON
ajfti-4611	123	80	data	data	NOUN
ajfti-4611	123	81	collection	collection	NOUN
ajfti-4611	123	82	findings	finding	NOUN
ajfti-4611	123	83	.	.	PUNCT
ajfti-4611	124	1	add	add	VERB
ajfti-4611	124	2	test	test	NOUN
ajfti-4611	124	3	results	result	NOUN
ajfti-4611	124	4	from	from	ADP
ajfti-4611	124	5	statistical	statistical	ADJ
ajfti-4611	124	6	analyses	analysis	NOUN
ajfti-4611	124	7	in	in	ADP
ajfti-4611	124	8	addition	addition	NOUN
ajfti-4611	124	9	to	to	ADP
ajfti-4611	124	10	correlation	correlation	NOUN
ajfti-4611	124	11	tests	test	NOUN
ajfti-4611	124	12	and	and	CCONJ
ajfti-4611	124	13	regression	regression	VERB
ajfti-4611	124	14	results	result	NOUN
ajfti-4611	124	15	to	to	ADP
ajfti-4611	124	16	your	your	PRON
ajfti-4611	124	17	research	research	NOUN
ajfti-4611	124	18	when	when	SCONJ
ajfti-4611	124	19	their	their	PRON
ajfti-4611	124	20	complexity	complexity	NOUN
ajfti-4611	124	21	meets	meet	VERB
ajfti-4611	124	22	your	your	PRON
ajfti-4611	124	23	study	study	NOUN
ajfti-4611	124	24	requirements	requirement	NOUN
ajfti-4611	124	25	[	[	PUNCT
ajfti-4611	124	26	if	if	SCONJ
ajfti-4611	124	27	applicable	applicable	ADJ
ajfti-4611	124	28	]	]	PUNCT
ajfti-4611	124	29	.	.	PUNCT
ajfti-4611	125	1	summary	summary	NOUN
ajfti-4611	125	2	of	of	ADP
ajfti-4611	125	3	findings	finding	NOUN
ajfti-4611	125	4	argues	argue	VERB
ajfti-4611	125	5	that	that	SCONJ
ajfti-4611	125	6	psychological	psychological	ADJ
ajfti-4611	125	7	factors	factor	NOUN
ajfti-4611	125	8	play	play	VERB
ajfti-4611	125	9	an	an	DET
ajfti-4611	125	10	essential	essential	ADJ
ajfti-4611	125	11	role	role	NOUN
ajfti-4611	125	12	in	in	ADP
ajfti-4611	125	13	stock	stock	NOUN
ajfti-4611	125	14	market	market	NOUN
ajfti-4611	125	15	decision	decision	NOUN
ajfti-4611	125	16	-	-	PUNCT
ajfti-4611	125	17	making	making	NOUN
ajfti-4611	125	18	in	in	ADP
ajfti-4611	125	19	iraq	iraq	PROPN
ajfti-4611	125	20	.	.	PUNCT
ajfti-4611	126	1	iraqi	iraqi	ADJ
ajfti-4611	126	2	investors	investor	NOUN
ajfti-4611	126	3	tend	tend	VERB
ajfti-4611	126	4	to	to	PART
ajfti-4611	126	5	exhibit	exhibit	VERB
ajfti-4611	126	6	overconfidence	overconfidence	NOUN
ajfti-4611	126	7	,	,	PUNCT
ajfti-4611	126	8	herd	herd	NOUN
ajfti-4611	126	9	behavior	behavior	NOUN
ajfti-4611	126	10	and	and	CCONJ
ajfti-4611	126	11	the	the	DET
ajfti-4611	126	12	emotional	emotional	ADJ
ajfti-4611	126	13	biases	bias	NOUN
ajfti-4611	126	14	of	of	ADP
ajfti-4611	126	15	fear	fear	NOUN
ajfti-4611	126	16	and	and	CCONJ
ajfti-4611	126	17	greed	greed	NOUN
ajfti-4611	126	18	.	.	PUNCT
ajfti-4611	127	1	implications	implication	NOUN
ajfti-4611	127	2	the	the	DET
ajfti-4611	127	3	identification	identification	NOUN
ajfti-4611	127	4	of	of	ADP
ajfti-4611	127	5	psychological	psychological	ADJ
ajfti-4611	127	6	biases	bias	NOUN
ajfti-4611	127	7	by	by	ADP
ajfti-4611	127	8	market	market	NOUN
ajfti-4611	127	9	participants	participant	NOUN
ajfti-4611	127	10	and	and	CCONJ
ajfti-4611	127	11	policymakers	policymaker	NOUN
ajfti-4611	127	12	enables	enable	VERB
ajfti-4611	127	13	them	they	PRON
ajfti-4611	127	14	to	to	PART
ajfti-4611	127	15	develop	develop	VERB
ajfti-4611	127	16	necessary	necessary	ADJ
ajfti-4611	127	17	strategies	strategy	NOUN
ajfti-4611	127	18	to	to	PART
ajfti-4611	127	19	stabilize	stabilize	VERB
ajfti-4611	127	20	these	these	DET
ajfti-4611	127	21	markets	market	NOUN
ajfti-4611	127	22	.	.	PUNCT
ajfti-4611	128	1	the	the	DET
ajfti-4611	128	2	awareness	awareness	NOUN
ajfti-4611	128	3	of	of	ADP
ajfti-4611	128	4	personal	personal	ADJ
ajfti-4611	128	5	biases	bias	NOUN
ajfti-4611	128	6	should	should	AUX
ajfti-4611	128	7	increase	increase	VERB
ajfti-4611	128	8	for	for	ADP
ajfti-4611	128	9	pa	pa	PROPN
ajfti-4611	128	10	ge	ge	PROPN
ajfti-4611	128	11	72	72	NUM
ajfti-4611	128	12	https://journals.e-palli.com/home/index.php/ajfti	https://journals.e-palli.com/home/index.php/ajfti	NOUN
ajfti-4611	128	13	am	be	AUX
ajfti-4611	128	14	.	.	PUNCT
ajfti-4611	129	1	j.	j.	PROPN
ajfti-4611	129	2	financ	financ	PROPN
ajfti-4611	129	3	.	.	PUNCT
ajfti-4611	130	1	technol	technol	PROPN
ajfti-4611	130	2	.	.	PUNCT
ajfti-4611	130	3	innov	innov	PROPN
ajfti-4611	130	4	.	.	PUNCT
ajfti-4611	131	1	3(1	3(1	NUM
ajfti-4611	131	2	)	)	PUNCT
ajfti-4611	131	3	67	67	NUM
ajfti-4611	131	4	-	-	SYM
ajfti-4611	131	5	72	72	NUM
ajfti-4611	131	6	,	,	PUNCT
ajfti-4611	131	7	2025	2025	NUM
ajfti-4611	131	8	references	reference	NOUN
ajfti-4611	131	9	al	al	PROPN
ajfti-4611	131	10	-	-	PUNCT
ajfti-4611	131	11	mukhtar	mukhtar	PROPN
ajfti-4611	131	12	,	,	PUNCT
ajfti-4611	131	13	m.	m.	NOUN
ajfti-4611	131	14	(	(	PUNCT
ajfti-4611	131	15	2020	2020	NUM
ajfti-4611	131	16	)	)	PUNCT
ajfti-4611	131	17	.	.	PUNCT
ajfti-4611	132	1	investor	investor	NOUN
ajfti-4611	132	2	behavior	behavior	NOUN
ajfti-4611	132	3	and	and	CCONJ
ajfti-4611	132	4	market	market	NOUN
ajfti-4611	132	5	anomalies	anomaly	NOUN
ajfti-4611	132	6	in	in	ADP
ajfti-4611	132	7	the	the	DET
ajfti-4611	132	8	iraqi	iraqi	ADJ
ajfti-4611	132	9	stock	stock	NOUN
ajfti-4611	132	10	exchange	exchange	PROPN
ajfti-4611	132	11	.	.	PUNCT
ajfti-4611	133	1	iraqi	iraqi	ADJ
ajfti-4611	133	2	journal	journal	PROPN
ajfti-4611	133	3	of	of	ADP
ajfti-4611	133	4	economics	economic	NOUN
ajfti-4611	133	5	,	,	PUNCT
ajfti-4611	133	6	12(1	12(1	NUM
ajfti-4611	133	7	)	)	PUNCT
ajfti-4611	133	8	,	,	PUNCT
ajfti-4611	133	9	45–67	45–67	NUM
ajfti-4611	133	10	.	.	PUNCT
ajfti-4611	134	1	barber	barber	PROPN
ajfti-4611	134	2	,	,	PUNCT
ajfti-4611	134	3	b.	b.	PROPN
ajfti-4611	134	4	m.	m.	PROPN
ajfti-4611	134	5	,	,	PUNCT
ajfti-4611	134	6	&	&	CCONJ
ajfti-4611	134	7	odean	odean	ADJ
ajfti-4611	134	8	,	,	PUNCT
ajfti-4611	134	9	t.	t.	PROPN
ajfti-4611	134	10	(	(	PUNCT
ajfti-4611	134	11	2001	2001	NUM
ajfti-4611	134	12	)	)	PUNCT
ajfti-4611	134	13	.	.	PUNCT
ajfti-4611	135	1	boys	boy	NOUN
ajfti-4611	135	2	will	will	AUX
ajfti-4611	135	3	be	be	AUX
ajfti-4611	135	4	boys	boy	NOUN
ajfti-4611	135	5	:	:	PUNCT
ajfti-4611	135	6	gender	gender	NOUN
ajfti-4611	135	7	,	,	PUNCT
ajfti-4611	135	8	overconfidence	overconfidence	NOUN
ajfti-4611	135	9	,	,	PUNCT
ajfti-4611	135	10	and	and	CCONJ
ajfti-4611	135	11	common	common	ADJ
ajfti-4611	135	12	stock	stock	NOUN
ajfti-4611	135	13	investment	investment	NOUN
ajfti-4611	135	14	.	.	PUNCT
ajfti-4611	136	1	quarterly	quarterly	ADJ
ajfti-4611	136	2	journal	journal	NOUN
ajfti-4611	136	3	of	of	ADP
ajfti-4611	136	4	economics	economic	NOUN
ajfti-4611	136	5	,	,	PUNCT
ajfti-4611	136	6	116(1	116(1	NUM
ajfti-4611	136	7	)	)	PUNCT
ajfti-4611	136	8	,	,	PUNCT
ajfti-4611	136	9	261–292	261–292	NUM
ajfti-4611	136	10	.	.	PUNCT
ajfti-4611	137	1	bikhchandani	bikhchandani	PROPN
ajfti-4611	137	2	,	,	PUNCT
ajfti-4611	137	3	s.	s.	PROPN
ajfti-4611	137	4	,	,	PUNCT
ajfti-4611	137	5	hirshleifer	hirshleifer	PROPN
ajfti-4611	137	6	,	,	PUNCT
ajfti-4611	137	7	d.	d.	PROPN
ajfti-4611	137	8	,	,	PUNCT
ajfti-4611	137	9	&	&	CCONJ
ajfti-4611	137	10	welch	welch	PROPN
ajfti-4611	137	11	,	,	PUNCT
ajfti-4611	137	12	i.	i.	PROPN
ajfti-4611	137	13	(	(	PUNCT
ajfti-4611	137	14	1992	1992	NUM
ajfti-4611	137	15	)	)	PUNCT
ajfti-4611	137	16	.	.	PUNCT
ajfti-4611	138	1	a	a	DET
ajfti-4611	138	2	theory	theory	NOUN
ajfti-4611	138	3	of	of	ADP
ajfti-4611	138	4	fads	fad	NOUN
ajfti-4611	138	5	,	,	PUNCT
ajfti-4611	138	6	fashion	fashion	NOUN
ajfti-4611	138	7	,	,	PUNCT
ajfti-4611	138	8	custom	custom	ADJ
ajfti-4611	138	9	,	,	PUNCT
ajfti-4611	138	10	and	and	CCONJ
ajfti-4611	138	11	cultural	cultural	ADJ
ajfti-4611	138	12	change	change	NOUN
ajfti-4611	138	13	as	as	ADP
ajfti-4611	138	14	informational	informational	ADJ
ajfti-4611	138	15	cascades	cascade	NOUN
ajfti-4611	138	16	.	.	PUNCT
ajfti-4611	139	1	journal	journal	NOUN
ajfti-4611	139	2	of	of	ADP
ajfti-4611	139	3	political	political	ADJ
ajfti-4611	139	4	economy	economy	NOUN
ajfti-4611	139	5	,	,	PUNCT
ajfti-4611	139	6	100(5	100(5	NUM
ajfti-4611	139	7	)	)	PUNCT
ajfti-4611	139	8	,	,	PUNCT
ajfti-4611	139	9	992–1026	992–1026	X
ajfti-4611	139	10	.	.	PUNCT
ajfti-4611	139	11	boubaker	boubaker	PROPN
ajfti-4611	139	12	,	,	PUNCT
ajfti-4611	139	13	s.	s.	PROPN
ajfti-4611	139	14	,	,	PUNCT
ajfti-4611	139	15	nguyen	nguyen	PROPN
ajfti-4611	139	16	,	,	PUNCT
ajfti-4611	139	17	d.	d.	PROPN
ajfti-4611	139	18	k.	k.	PROPN
ajfti-4611	139	19	,	,	PUNCT
ajfti-4611	139	20	&	&	CCONJ
ajfti-4611	139	21	rouatbi	rouatbi	PROPN
ajfti-4611	139	22	,	,	PUNCT
ajfti-4611	139	23	w.	w.	PROPN
ajfti-4611	139	24	(	(	PUNCT
ajfti-4611	139	25	2018	2018	NUM
ajfti-4611	139	26	)	)	PUNCT
ajfti-4611	139	27	.	.	PUNCT
ajfti-4611	140	1	behavioral	behavioral	ADJ
ajfti-4611	140	2	finance	finance	NOUN
ajfti-4611	140	3	and	and	CCONJ
ajfti-4611	140	4	the	the	DET
ajfti-4611	140	5	middle	middle	PROPN
ajfti-4611	140	6	east	east	PROPN
ajfti-4611	140	7	:	:	PUNCT
ajfti-4611	140	8	evidence	evidence	NOUN
ajfti-4611	140	9	from	from	ADP
ajfti-4611	140	10	the	the	DET
ajfti-4611	140	11	gulf	gulf	PROPN
ajfti-4611	140	12	cooperation	cooperation	NOUN
ajfti-4611	140	13	council	council	PROPN
ajfti-4611	140	14	countries	country	NOUN
ajfti-4611	140	15	.	.	PUNCT
ajfti-4611	141	1	review	review	NOUN
ajfti-4611	141	2	of	of	ADP
ajfti-4611	141	3	behavioral	behavioral	ADJ
ajfti-4611	141	4	finance	finance	NOUN
ajfti-4611	141	5	,	,	PUNCT
ajfti-4611	141	6	10(2	10(2	NUM
ajfti-4611	141	7	)	)	PUNCT
ajfti-4611	141	8	,	,	PUNCT
ajfti-4611	141	9	156–177	156–177	NUM
ajfti-4611	141	10	.	.	PUNCT
ajfti-4611	142	1	creswell	creswell	PROPN
ajfti-4611	142	2	,	,	PUNCT
ajfti-4611	142	3	j.	j.	PROPN
ajfti-4611	142	4	w.	w.	PROPN
ajfti-4611	142	5	(	(	PUNCT
ajfti-4611	142	6	2014	2014	NUM
ajfti-4611	142	7	)	)	PUNCT
ajfti-4611	142	8	.	.	PUNCT
ajfti-4611	143	1	research	research	NOUN
ajfti-4611	143	2	design	design	PROPN
ajfti-4611	143	3	:	:	PUNCT
ajfti-4611	143	4	qualitative	qualitative	NOUN
ajfti-4611	143	5	,	,	PUNCT
ajfti-4611	143	6	quantitative	quantitative	ADJ
ajfti-4611	143	7	,	,	PUNCT
ajfti-4611	143	8	and	and	CCONJ
ajfti-4611	143	9	mixed	mixed	ADJ
ajfti-4611	143	10	methods	method	NOUN
ajfti-4611	143	11	approaches	approach	NOUN
ajfti-4611	143	12	(	(	PUNCT
ajfti-4611	143	13	4th	4th	ADJ
ajfti-4611	143	14	ed	ed	NOUN
ajfti-4611	143	15	.	.	PUNCT
ajfti-4611	143	16	)	)	PUNCT
ajfti-4611	143	17	.	.	PUNCT
ajfti-4611	144	1	sage	sage	NOUN
ajfti-4611	144	2	publications	publication	NOUN
ajfti-4611	144	3	.	.	PUNCT
ajfti-4611	145	1	kahneman	kahneman	PROPN
ajfti-4611	145	2	,	,	PUNCT
ajfti-4611	145	3	d.	d.	PROPN
ajfti-4611	145	4	,	,	PUNCT
ajfti-4611	145	5	&	&	CCONJ
ajfti-4611	145	6	tversky	tversky	PROPN
ajfti-4611	145	7	,	,	PUNCT
ajfti-4611	145	8	a.	a.	NOUN
ajfti-4611	145	9	(	(	PUNCT
ajfti-4611	145	10	1979	1979	NUM
ajfti-4611	145	11	)	)	PUNCT
ajfti-4611	145	12	.	.	PUNCT
ajfti-4611	146	1	prospect	prospect	PROPN
ajfti-4611	146	2	theory	theory	NOUN
ajfti-4611	146	3	:	:	PUNCT
ajfti-4611	146	4	an	an	DET
ajfti-4611	146	5	analysis	analysis	NOUN
ajfti-4611	146	6	of	of	ADP
ajfti-4611	146	7	decision	decision	NOUN
ajfti-4611	146	8	under	under	ADP
ajfti-4611	146	9	risk	risk	NOUN
ajfti-4611	146	10	.	.	PUNCT
ajfti-4611	147	1	econometrica	econometrica	PROPN
ajfti-4611	147	2	,	,	PUNCT
ajfti-4611	147	3	47(2	47(2	PROPN
ajfti-4611	147	4	)	)	PUNCT
ajfti-4611	147	5	,	,	PUNCT
ajfti-4611	147	6	263–291	263–291	NUM
ajfti-4611	147	7	.	.	PUNCT
ajfti-4611	148	1	lo	lo	PROPN
ajfti-4611	148	2	,	,	PUNCT
ajfti-4611	148	3	a.	a.	PROPN
ajfti-4611	148	4	w.	w.	PROPN
ajfti-4611	148	5	(	(	PUNCT
ajfti-4611	148	6	2004	2004	NUM
ajfti-4611	148	7	)	)	PUNCT
ajfti-4611	148	8	.	.	PUNCT
ajfti-4611	149	1	the	the	DET
ajfti-4611	149	2	adaptive	adaptive	ADJ
ajfti-4611	149	3	markets	market	NOUN
ajfti-4611	149	4	hypothesis	hypothesis	NOUN
ajfti-4611	149	5	:	:	PUNCT
ajfti-4611	149	6	market	market	NOUN
ajfti-4611	149	7	efficiency	efficiency	NOUN
ajfti-4611	149	8	from	from	ADP
ajfti-4611	149	9	an	an	DET
ajfti-4611	149	10	evolutionary	evolutionary	ADJ
ajfti-4611	149	11	perspective	perspective	NOUN
ajfti-4611	149	12	.	.	PUNCT
ajfti-4611	150	1	journal	journal	PROPN
ajfti-4611	150	2	of	of	ADP
ajfti-4611	150	3	portfolio	portfolio	NOUN
ajfti-4611	150	4	management	management	PROPN
ajfti-4611	150	5	,	,	PUNCT
ajfti-4611	150	6	30(5	30(5	NUM
ajfti-4611	150	7	)	)	PUNCT
ajfti-4611	150	8	,	,	PUNCT
ajfti-4611	150	9	15–29	15–29	NUM
ajfti-4611	150	10	.	.	PUNCT
ajfti-4611	151	1	mollah	mollah	PROPN
ajfti-4611	151	2	,	,	PUNCT
ajfti-4611	151	3	m.	m.	NOUN
ajfti-4611	151	4	d.	d.	PROPN
ajfti-4611	151	5	,	,	PUNCT
ajfti-4611	151	6	rouf	rouf	NOUN
ajfti-4611	151	7	,	,	PUNCT
ajfti-4611	151	8	m.	m.	NOUN
ajfti-4611	151	9	a.	a.	PROPN
ajfti-4611	151	10	,	,	PUNCT
ajfti-4611	151	11	&	&	CCONJ
ajfti-4611	151	12	zaman	zaman	PROPN
ajfti-4611	151	13	,	,	PUNCT
ajfti-4611	151	14	m.	m.	NOUN
ajfti-4611	151	15	a.	a.	NOUN
ajfti-4611	151	16	(	(	PUNCT
ajfti-4611	151	17	2017	2017	NUM
ajfti-4611	151	18	)	)	PUNCT
ajfti-4611	151	19	.	.	PUNCT
ajfti-4611	152	1	behavioral	behavioral	ADJ
ajfti-4611	152	2	biases	bias	NOUN
ajfti-4611	152	3	and	and	CCONJ
ajfti-4611	152	4	investor	investor	NOUN
ajfti-4611	152	5	decision	decision	NOUN
ajfti-4611	152	6	making	making	NOUN
ajfti-4611	152	7	:	:	PUNCT
ajfti-4611	152	8	evidence	evidence	NOUN
ajfti-4611	152	9	from	from	ADP
ajfti-4611	152	10	bangladesh	bangladesh	PROPN
ajfti-4611	152	11	.	.	PUNCT
ajfti-4611	153	1	emerging	emerge	VERB
ajfti-4611	153	2	markets	market	NOUN
ajfti-4611	153	3	finance	finance	NOUN
ajfti-4611	153	4	and	and	CCONJ
ajfti-4611	153	5	trade	trade	NOUN
ajfti-4611	153	6	,	,	PUNCT
ajfti-4611	153	7	53(2	53(2	NUM
ajfti-4611	153	8	)	)	PUNCT
ajfti-4611	153	9	,	,	PUNCT
ajfti-4611	153	10	448–460	448–460	NUM
ajfti-4611	153	11	.	.	PUNCT
ajfti-4611	154	1	sekaran	sekaran	NOUN
ajfti-4611	154	2	,	,	PUNCT
ajfti-4611	154	3	u.	u.	PROPN
ajfti-4611	154	4	(	(	PUNCT
ajfti-4611	154	5	2003	2003	NUM
ajfti-4611	154	6	)	)	PUNCT
ajfti-4611	154	7	.	.	PUNCT
ajfti-4611	155	1	research	research	NOUN
ajfti-4611	155	2	methods	method	NOUN
ajfti-4611	155	3	for	for	ADP
ajfti-4611	155	4	business	business	NOUN
ajfti-4611	155	5	:	:	PUNCT
ajfti-4611	155	6	a	a	DET
ajfti-4611	155	7	skillbuilding	skillbuilde	VERB
ajfti-4611	155	8	approach	approach	NOUN
ajfti-4611	155	9	(	(	PUNCT
ajfti-4611	155	10	4th	4th	ADJ
ajfti-4611	155	11	ed	ed	NOUN
ajfti-4611	155	12	.	.	PUNCT
ajfti-4611	155	13	)	)	PUNCT
ajfti-4611	155	14	.	.	PUNCT
ajfti-4611	156	1	wiley	wiley	PROPN
ajfti-4611	156	2	.	.	PUNCT