id	sid	tid	token	lemma	pos
gujaf-370	1	1	microsoft	microsoft	PROPN
gujaf-370	1	2	word	word	PROPN
gujaf-370	1	3	fk	fk	INTJ
gujaf-370	1	4	to	to	ADP
gujaf-370	1	5	mr	mr	PROPN
gujaf-370	1	6	hassan	hassan	PROPN
gujaf-370	1	7	6	6	NUM
gujaf-370	1	8	1	1	NUM
gujaf-370	1	9	gusau	gusau	ADJ
gujaf-370	1	10	journal	journal	NOUN
gujaf-370	1	11	of	of	ADP
gujaf-370	1	12	accounting	accounting	NOUN
gujaf-370	1	13	and	and	CCONJ
gujaf-370	1	14	finance	finance	NOUN
gujaf-370	1	15	,	,	PUNCT
gujaf-370	1	16	vol.6	vol.6	PROPN
gujaf-370	1	17	,	,	PUNCT
gujaf-370	1	18	issue	issue	NOUN
gujaf-370	1	19	1	1	NUM
gujaf-370	1	20	,	,	PUNCT
gujaf-370	1	21	april	april	PROPN
gujaf-370	1	22	,	,	PUNCT
gujaf-370	1	23	2025	2025	NUM
gujaf-370	1	24	93	93	NUM
gujaf-370	1	25	evaluating	evaluate	VERB
gujaf-370	1	26	the	the	DET
gujaf-370	1	27	effectiveness	effectiveness	NOUN
gujaf-370	1	28	of	of	ADP
gujaf-370	1	29	forensic	forensic	ADJ
gujaf-370	1	30	accounting	accounting	NOUN
gujaf-370	1	31	competencies	competency	NOUN
gujaf-370	1	32	in	in	ADP
gujaf-370	1	33	combating	combat	VERB
gujaf-370	1	34	public	public	ADJ
gujaf-370	1	35	sector	sector	NOUN
gujaf-370	1	36	fraud	fraud	NOUN
gujaf-370	1	37	in	in	ADP
gujaf-370	1	38	ministry	ministry	PROPN
gujaf-370	1	39	of	of	ADP
gujaf-370	1	40	finance	finance	PROPN
gujaf-370	1	41	in	in	ADP
gujaf-370	1	42	northwestern	northwestern	PROPN
gujaf-370	1	43	nigeria	nigeria	PROPN
gujaf-370	1	44	sulaimam	sulaimam	PROPN
gujaf-370	1	45	sabo	sabo	PROPN
gujaf-370	1	46	department	department	PROPN
gujaf-370	1	47	of	of	ADP
gujaf-370	1	48	auditing	auditing	NOUN
gujaf-370	1	49	and	and	CCONJ
gujaf-370	1	50	forensics	forensic	NOUN
gujaf-370	1	51	accounting	accounting	PROPN
gujaf-370	1	52	,	,	PUNCT
gujaf-370	1	53	anan	anan	PROPN
gujaf-370	1	54	university	university	PROPN
gujaf-370	1	55	,	,	PUNCT
gujaf-370	1	56	kwall	kwall	PROPN
gujaf-370	1	57	,	,	PUNCT
gujaf-370	1	58	plateau	plateau	NOUN
gujaf-370	1	59	state	state	PROPN
gujaf-370	1	60	,	,	PUNCT
gujaf-370	1	61	nigeria	nigeria	PROPN
gujaf-370	1	62	prof	prof	PROPN
gujaf-370	1	63	musa	musa	PROPN
gujaf-370	1	64	farouk	farouk	PROPN
gujaf-370	1	65	adeiza	adeiza	PROPN
gujaf-370	1	66	department	department	PROPN
gujaf-370	1	67	of	of	ADP
gujaf-370	1	68	management	management	NOUN
gujaf-370	1	69	accounting	accounting	NOUN
gujaf-370	1	70	and	and	CCONJ
gujaf-370	1	71	performance	performance	NOUN
gujaf-370	1	72	management	management	NOUN
gujaf-370	1	73	anan	anan	PROPN
gujaf-370	1	74	university	university	PROPN
gujaf-370	1	75	,	,	PUNCT
gujaf-370	1	76	kwall	kwall	PROPN
gujaf-370	1	77	,	,	PUNCT
gujaf-370	1	78	plateau	plateau	NOUN
gujaf-370	1	79	state	state	PROPN
gujaf-370	1	80	,	,	PUNCT
gujaf-370	1	81	nigeria	nigeria	PROPN
gujaf-370	1	82	saidu	saidu	PROPN
gujaf-370	1	83	,	,	PUNCT
gujaf-370	1	84	ibrahim	ibrahim	PROPN
gujaf-370	1	85	halidu	halidu	PROPN
gujaf-370	1	86	,	,	PUNCT
gujaf-370	1	87	ph.d	ph.d	PROPN
gujaf-370	1	88	.	.	PUNCT
gujaf-370	2	1	department	department	PROPN
gujaf-370	2	2	of	of	ADP
gujaf-370	2	3	financial	financial	ADJ
gujaf-370	2	4	reporting	reporting	NOUN
gujaf-370	2	5	anan	anan	PROPN
gujaf-370	2	6	university	university	PROPN
gujaf-370	2	7	,	,	PUNCT
gujaf-370	2	8	kwall	kwall	PROPN
gujaf-370	2	9	,	,	PUNCT
gujaf-370	2	10	plateau	plateau	NOUN
gujaf-370	2	11	state	state	PROPN
gujaf-370	2	12	,	,	PUNCT
gujaf-370	2	13	nigeria	nigeria	PROPN
gujaf-370	2	14	+2348037037875	+2348037037875	PROPN
gujaf-370	2	15	saidu.halidu@gmail.com	saidu.halidu@gmail.com	X
gujaf-370	2	16	abdullahi	abdullahi	PROPN
gujaf-370	2	17	ya'u	ya'u	PROPN
gujaf-370	2	18	usman	usman	PROPN
gujaf-370	2	19	department	department	PROPN
gujaf-370	2	20	of	of	ADP
gujaf-370	2	21	financial	financial	ADJ
gujaf-370	2	22	reporting	reporting	NOUN
gujaf-370	2	23	anan	anan	PROPN
gujaf-370	2	24	university	university	PROPN
gujaf-370	2	25	kwall	kwall	PROPN
gujaf-370	2	26	,	,	PUNCT
gujaf-370	2	27	jos	jos	PROPN
gujaf-370	2	28	,	,	PUNCT
gujaf-370	2	29	plateau	plateau	NOUN
gujaf-370	2	30	state	state	PROPN
gujaf-370	2	31	,	,	PUNCT
gujaf-370	2	32	nigeria	nigeria	PROPN
gujaf-370	2	33	ayau.absedu@gmail.com	ayau.absedu@gmail.com	X
gujaf-370	2	34	https://doi.org/10.57233/gujaf.v6i1.07	https://doi.org/10.57233/gujaf.v6i1.07	PROPN
gujaf-370	2	35	abstract	abstract	ADJ
gujaf-370	2	36	this	this	DET
gujaf-370	2	37	study	study	NOUN
gujaf-370	2	38	examines	examine	VERB
gujaf-370	2	39	the	the	DET
gujaf-370	2	40	effectiveness	effectiveness	NOUN
gujaf-370	2	41	of	of	ADP
gujaf-370	2	42	forensic	forensic	ADJ
gujaf-370	2	43	accounting	accounting	NOUN
gujaf-370	2	44	competencies	competency	NOUN
gujaf-370	2	45	,	,	PUNCT
gujaf-370	2	46	such	such	ADJ
gujaf-370	2	47	as	as	ADP
gujaf-370	2	48	communication	communication	NOUN
gujaf-370	2	49	skills	skill	NOUN
gujaf-370	2	50	,	,	PUNCT
gujaf-370	2	51	technological	technological	ADJ
gujaf-370	2	52	skills	skill	NOUN
gujaf-370	2	53	,	,	PUNCT
gujaf-370	2	54	accounting	accounting	NOUN
gujaf-370	2	55	and	and	CCONJ
gujaf-370	2	56	auditing	auditing	NOUN
gujaf-370	2	57	skills	skill	NOUN
gujaf-370	2	58	,	,	PUNCT
gujaf-370	2	59	and	and	CCONJ
gujaf-370	2	60	auditor	auditor	NOUN
gujaf-370	2	61	’s	’s	PART
gujaf-370	2	62	selfefficacy	selfefficacy	NOUN
gujaf-370	2	63	,	,	PUNCT
gujaf-370	2	64	in	in	ADP
gujaf-370	2	65	combating	combat	VERB
gujaf-370	2	66	fraud	fraud	NOUN
gujaf-370	2	67	in	in	ADP
gujaf-370	2	68	finance	finance	NOUN
gujaf-370	2	69	ministries	ministry	NOUN
gujaf-370	2	70	in	in	ADP
gujaf-370	2	71	northwestern	northwestern	PROPN
gujaf-370	2	72	nigeria	nigeria	PROPN
gujaf-370	2	73	.	.	PUNCT
gujaf-370	3	1	the	the	DET
gujaf-370	3	2	primary	primary	ADJ
gujaf-370	3	3	objective	objective	NOUN
gujaf-370	3	4	is	be	AUX
gujaf-370	3	5	to	to	PART
gujaf-370	3	6	evaluate	evaluate	VERB
gujaf-370	3	7	how	how	SCONJ
gujaf-370	3	8	these	these	DET
gujaf-370	3	9	competencies	competency	NOUN
gujaf-370	3	10	skills	skill	NOUN
gujaf-370	3	11	contribute	contribute	VERB
gujaf-370	3	12	to	to	ADP
gujaf-370	3	13	enhancing	enhance	VERB
gujaf-370	3	14	fraud	fraud	NOUN
gujaf-370	3	15	detection	detection	NOUN
gujaf-370	3	16	and	and	CCONJ
gujaf-370	3	17	prevention	prevention	NOUN
gujaf-370	3	18	in	in	ADP
gujaf-370	3	19	the	the	DET
gujaf-370	3	20	public	public	ADJ
gujaf-370	3	21	sector	sector	NOUN
gujaf-370	3	22	.	.	PUNCT
gujaf-370	4	1	primary	primary	ADJ
gujaf-370	4	2	data	datum	NOUN
gujaf-370	4	3	were	be	AUX
gujaf-370	4	4	collected	collect	VERB
gujaf-370	4	5	through	through	ADP
gujaf-370	4	6	structured	structured	ADJ
gujaf-370	4	7	questionnaires	questionnaire	NOUN
gujaf-370	4	8	distributed	distribute	VERB
gujaf-370	4	9	to	to	ADP
gujaf-370	4	10	employees	employee	NOUN
gujaf-370	4	11	in	in	ADP
gujaf-370	4	12	finance	finance	NOUN
gujaf-370	4	13	ministries	ministry	NOUN
gujaf-370	4	14	,	,	PUNCT
gujaf-370	4	15	including	include	VERB
gujaf-370	4	16	auditors	auditor	NOUN
gujaf-370	4	17	,	,	PUNCT
gujaf-370	4	18	accountants	accountant	NOUN
gujaf-370	4	19	,	,	PUNCT
gujaf-370	4	20	and	and	CCONJ
gujaf-370	4	21	forensic	forensic	ADJ
gujaf-370	4	22	experts	expert	NOUN
gujaf-370	4	23	.	.	PUNCT
gujaf-370	5	1	the	the	DET
gujaf-370	5	2	data	datum	NOUN
gujaf-370	5	3	were	be	AUX
gujaf-370	5	4	analyzed	analyze	VERB
gujaf-370	5	5	using	use	VERB
gujaf-370	5	6	regression	regression	NOUN
gujaf-370	5	7	techniques	technique	NOUN
gujaf-370	5	8	,	,	PUNCT
gujaf-370	5	9	allowing	allow	VERB
gujaf-370	5	10	for	for	ADP
gujaf-370	5	11	an	an	DET
gujaf-370	5	12	indepth	indepth	ADJ
gujaf-370	5	13	examination	examination	NOUN
gujaf-370	5	14	of	of	ADP
gujaf-370	5	15	the	the	DET
gujaf-370	5	16	relationships	relationship	NOUN
gujaf-370	5	17	between	between	ADP
gujaf-370	5	18	the	the	DET
gujaf-370	5	19	dependent	dependent	ADJ
gujaf-370	5	20	variable	variable	NOUN
gujaf-370	5	21	(	(	PUNCT
gujaf-370	5	22	fraud	fraud	NOUN
gujaf-370	5	23	management	management	NOUN
gujaf-370	5	24	)	)	PUNCT
gujaf-370	5	25	and	and	CCONJ
gujaf-370	5	26	the	the	DET
gujaf-370	5	27	independent	independent	ADJ
gujaf-370	5	28	variables	variable	NOUN
gujaf-370	5	29	.	.	PUNCT
gujaf-370	6	1	the	the	DET
gujaf-370	6	2	findings	finding	NOUN
gujaf-370	6	3	reveal	reveal	VERB
gujaf-370	6	4	that	that	SCONJ
gujaf-370	6	5	communication	communication	NOUN
gujaf-370	6	6	skills	skill	NOUN
gujaf-370	6	7	,	,	PUNCT
gujaf-370	6	8	technological	technological	ADJ
gujaf-370	6	9	skills	skill	NOUN
gujaf-370	6	10	,	,	PUNCT
gujaf-370	6	11	and	and	CCONJ
gujaf-370	6	12	accounting	accounting	NOUN
gujaf-370	6	13	and	and	CCONJ
gujaf-370	6	14	auditing	auditing	NOUN
gujaf-370	6	15	skills	skill	NOUN
gujaf-370	6	16	have	have	VERB
gujaf-370	6	17	significant	significant	ADJ
gujaf-370	6	18	positive	positive	ADJ
gujaf-370	6	19	effects	effect	NOUN
gujaf-370	6	20	on	on	ADP
gujaf-370	6	21	fraud	fraud	NOUN
gujaf-370	6	22	management	management	NOUN
gujaf-370	6	23	,	,	PUNCT
gujaf-370	6	24	while	while	SCONJ
gujaf-370	6	25	auditor	auditor	NOUN
gujaf-370	6	26	’s	’s	PART
gujaf-370	6	27	self	self	NOUN
gujaf-370	6	28	-	-	PUNCT
gujaf-370	6	29	efficacy	efficacy	NOUN
gujaf-370	6	30	shows	show	VERB
gujaf-370	6	31	a	a	DET
gujaf-370	6	32	positive	positive	ADJ
gujaf-370	6	33	but	but	CCONJ
gujaf-370	6	34	statistically	statistically	ADV
gujaf-370	6	35	insignificant	insignificant	ADJ
gujaf-370	6	36	relationship	relationship	NOUN
gujaf-370	6	37	.	.	PUNCT
gujaf-370	7	1	these	these	DET
gujaf-370	7	2	results	result	NOUN
gujaf-370	7	3	underscore	underscore	VERB
gujaf-370	7	4	the	the	DET
gujaf-370	7	5	importance	importance	NOUN
gujaf-370	7	6	of	of	ADP
gujaf-370	7	7	technical	technical	ADJ
gujaf-370	7	8	and	and	CCONJ
gujaf-370	7	9	behavioral	behavioral	ADJ
gujaf-370	7	10	fraud	fraud	NOUN
gujaf-370	7	11	detection	detection	NOUN
gujaf-370	7	12	and	and	CCONJ
gujaf-370	7	13	prevention	prevention	NOUN
gujaf-370	7	14	competencies	competency	NOUN
gujaf-370	7	15	in	in	ADP
gujaf-370	7	16	addressing	address	VERB
gujaf-370	7	17	fraud	fraud	NOUN
gujaf-370	7	18	challenges	challenge	NOUN
gujaf-370	7	19	in	in	ADP
gujaf-370	7	20	the	the	DET
gujaf-370	7	21	public	public	ADJ
gujaf-370	7	22	sector	sector	NOUN
gujaf-370	7	23	.	.	PUNCT
gujaf-370	8	1	based	base	VERB
gujaf-370	8	2	on	on	ADP
gujaf-370	8	3	the	the	DET
gujaf-370	8	4	findings	finding	NOUN
gujaf-370	8	5	,	,	PUNCT
gujaf-370	8	6	the	the	DET
gujaf-370	8	7	study	study	NOUN
gujaf-370	8	8	recommends	recommend	VERB
gujaf-370	8	9	targeted	target	VERB
gujaf-370	8	10	training	training	NOUN
gujaf-370	8	11	programs	program	NOUN
gujaf-370	8	12	to	to	PART
gujaf-370	8	13	enhance	enhance	VERB
gujaf-370	8	14	communication	communication	NOUN
gujaf-370	8	15	and	and	CCONJ
gujaf-370	8	16	technical	technical	ADJ
gujaf-370	8	17	skills	skill	NOUN
gujaf-370	8	18	,	,	PUNCT
gujaf-370	8	19	investments	investment	NOUN
gujaf-370	8	20	in	in	ADP
gujaf-370	8	21	advanced	advanced	ADJ
gujaf-370	8	22	forensic	forensic	ADJ
gujaf-370	8	23	tools	tool	NOUN
gujaf-370	8	24	,	,	PUNCT
gujaf-370	8	25	and	and	CCONJ
gujaf-370	8	26	the	the	DET
gujaf-370	8	27	implementation	implementation	NOUN
gujaf-370	8	28	of	of	ADP
gujaf-370	8	29	mentoring	mentor	VERB
gujaf-370	8	30	programs	program	NOUN
gujaf-370	8	31	to	to	PART
gujaf-370	8	32	build	build	VERB
gujaf-370	8	33	confidence	confidence	NOUN
gujaf-370	8	34	among	among	ADP
gujaf-370	8	35	auditors	auditor	NOUN
gujaf-370	8	36	.	.	PUNCT
gujaf-370	9	1	these	these	DET
gujaf-370	9	2	measures	measure	NOUN
gujaf-370	9	3	are	be	AUX
gujaf-370	9	4	essential	essential	ADJ
gujaf-370	9	5	for	for	ADP
gujaf-370	9	6	strengthening	strengthen	VERB
gujaf-370	9	7	fraud	fraud	NOUN
gujaf-370	9	8	management	management	NOUN
gujaf-370	9	9	frameworks	framework	NOUN
gujaf-370	9	10	and	and	CCONJ
gujaf-370	9	11	improving	improve	VERB
gujaf-370	9	12	public	public	ADJ
gujaf-370	9	13	sector	sector	NOUN
gujaf-370	9	14	accountability	accountability	NOUN
gujaf-370	9	15	and	and	CCONJ
gujaf-370	9	16	transparency	transparency	NOUN
gujaf-370	9	17	.	.	PUNCT
gujaf-370	10	1	keywords	keyword	NOUN
gujaf-370	10	2	:	:	PUNCT
gujaf-370	10	3	forensic	forensic	ADJ
gujaf-370	10	4	accounting	accounting	NOUN
gujaf-370	10	5	competences	competence	NOUN
gujaf-370	10	6	,	,	PUNCT
gujaf-370	10	7	public	public	ADJ
gujaf-370	10	8	sector	sector	NOUN
gujaf-370	10	9	fraud	fraud	NOUN
gujaf-370	10	10	,	,	PUNCT
gujaf-370	10	11	fraud	fraud	NOUN
gujaf-370	10	12	detection	detection	NOUN
gujaf-370	10	13	,	,	PUNCT
gujaf-370	10	14	fraud	fraud	NOUN
gujaf-370	10	15	prevention	prevention	PROPN
gujaf-370	10	16	gusau	gusau	PROPN
gujaf-370	10	17	journal	journal	PROPN
gujaf-370	10	18	of	of	ADP
gujaf-370	10	19	accounting	accounting	NOUN
gujaf-370	10	20	and	and	CCONJ
gujaf-370	10	21	finance	finance	NOUN
gujaf-370	10	22	,	,	PUNCT
gujaf-370	10	23	vol.6	vol.6	PROPN
gujaf-370	10	24	,	,	PUNCT
gujaf-370	10	25	issue	issue	NOUN
gujaf-370	10	26	1	1	NUM
gujaf-370	10	27	,	,	PUNCT
gujaf-370	10	28	april	april	PROPN
gujaf-370	10	29	,	,	PUNCT
gujaf-370	10	30	2025	2025	NUM
gujaf-370	10	31	94	94	NUM
gujaf-370	10	32	1.0	1.0	NUM
gujaf-370	10	33	introduction	introduction	NOUN
gujaf-370	10	34	forensic	forensic	ADJ
gujaf-370	10	35	accounting	accounting	NOUN
gujaf-370	10	36	integrates	integrate	NOUN
gujaf-370	10	37	investigative	investigative	ADJ
gujaf-370	10	38	techniques	technique	NOUN
gujaf-370	10	39	,	,	PUNCT
gujaf-370	10	40	auditing	auditing	NOUN
gujaf-370	10	41	expertise	expertise	NOUN
gujaf-370	10	42	,	,	PUNCT
gujaf-370	10	43	and	and	CCONJ
gujaf-370	10	44	legal	legal	ADJ
gujaf-370	10	45	knowledge	knowledge	NOUN
gujaf-370	10	46	to	to	PART
gujaf-370	10	47	uncover	uncover	VERB
gujaf-370	10	48	and	and	CCONJ
gujaf-370	10	49	prevent	prevent	VERB
gujaf-370	10	50	financial	financial	ADJ
gujaf-370	10	51	misconduct	misconduct	NOUN
gujaf-370	10	52	.	.	PUNCT
gujaf-370	11	1	the	the	DET
gujaf-370	11	2	effectiveness	effectiveness	NOUN
gujaf-370	11	3	of	of	ADP
gujaf-370	11	4	fraud	fraud	NOUN
gujaf-370	11	5	management	management	NOUN
gujaf-370	11	6	largely	largely	ADV
gujaf-370	11	7	depends	depend	VERB
gujaf-370	11	8	on	on	ADP
gujaf-370	11	9	the	the	DET
gujaf-370	11	10	application	application	NOUN
gujaf-370	11	11	of	of	ADP
gujaf-370	11	12	specialized	specialized	ADJ
gujaf-370	11	13	forensic	forensic	ADJ
gujaf-370	11	14	accounting	accounting	NOUN
gujaf-370	11	15	skills	skill	NOUN
gujaf-370	11	16	,	,	PUNCT
gujaf-370	11	17	which	which	PRON
gujaf-370	11	18	include	include	VERB
gujaf-370	11	19	communication	communication	NOUN
gujaf-370	11	20	skills	skill	NOUN
gujaf-370	11	21	,	,	PUNCT
gujaf-370	11	22	technological	technological	ADJ
gujaf-370	11	23	proficiency	proficiency	NOUN
gujaf-370	11	24	,	,	PUNCT
gujaf-370	11	25	accounting	accounting	NOUN
gujaf-370	11	26	and	and	CCONJ
gujaf-370	11	27	auditing	auditing	NOUN
gujaf-370	11	28	expertise	expertise	NOUN
gujaf-370	11	29	,	,	PUNCT
gujaf-370	11	30	and	and	CCONJ
gujaf-370	11	31	auditor	auditor	NOUN
gujaf-370	11	32	self	self	NOUN
gujaf-370	11	33	-	-	PUNCT
gujaf-370	11	34	efficacy	efficacy	NOUN
gujaf-370	11	35	.	.	PUNCT
gujaf-370	12	1	communication	communication	NOUN
gujaf-370	12	2	skills	skill	NOUN
gujaf-370	12	3	enable	enable	VERB
gujaf-370	12	4	forensic	forensic	ADJ
gujaf-370	12	5	accountants	accountant	NOUN
gujaf-370	12	6	to	to	PART
gujaf-370	12	7	effectively	effectively	ADV
gujaf-370	12	8	present	present	ADJ
gujaf-370	12	9	findings	finding	NOUN
gujaf-370	12	10	,	,	PUNCT
gujaf-370	12	11	collaborate	collaborate	VERB
gujaf-370	12	12	with	with	ADP
gujaf-370	12	13	stakeholders	stakeholder	NOUN
gujaf-370	12	14	,	,	PUNCT
gujaf-370	12	15	and	and	CCONJ
gujaf-370	12	16	provide	provide	VERB
gujaf-370	12	17	expert	expert	NOUN
gujaf-370	12	18	testimony	testimony	NOUN
gujaf-370	12	19	.	.	PUNCT
gujaf-370	13	1	studies	study	NOUN
gujaf-370	13	2	have	have	AUX
gujaf-370	13	3	shown	show	VERB
gujaf-370	13	4	that	that	SCONJ
gujaf-370	13	5	forensic	forensic	ADJ
gujaf-370	13	6	accountants	accountant	NOUN
gujaf-370	13	7	with	with	ADP
gujaf-370	13	8	strong	strong	ADJ
gujaf-370	13	9	communication	communication	NOUN
gujaf-370	13	10	skills	skill	NOUN
gujaf-370	13	11	are	be	AUX
gujaf-370	13	12	more	more	ADV
gujaf-370	13	13	successful	successful	ADJ
gujaf-370	13	14	in	in	ADP
gujaf-370	13	15	fraud	fraud	NOUN
gujaf-370	13	16	detection	detection	NOUN
gujaf-370	13	17	and	and	CCONJ
gujaf-370	13	18	prosecution	prosecution	NOUN
gujaf-370	13	19	(	(	PUNCT
gujaf-370	13	20	capras	capras	PROPN
gujaf-370	13	21	&	&	CCONJ
gujaf-370	13	22	achim	achim	PROPN
gujaf-370	13	23	,	,	PUNCT
gujaf-370	13	24	2023	2023	NUM
gujaf-370	13	25	)	)	PUNCT
gujaf-370	13	26	.	.	PUNCT
gujaf-370	14	1	advances	advance	NOUN
gujaf-370	14	2	in	in	ADP
gujaf-370	14	3	digital	digital	ADJ
gujaf-370	14	4	forensics	forensic	NOUN
gujaf-370	14	5	,	,	PUNCT
gujaf-370	14	6	artificial	artificial	ADJ
gujaf-370	14	7	intelligence	intelligence	NOUN
gujaf-370	14	8	,	,	PUNCT
gujaf-370	14	9	and	and	CCONJ
gujaf-370	14	10	data	datum	NOUN
gujaf-370	14	11	analytics	analytic	NOUN
gujaf-370	14	12	have	have	AUX
gujaf-370	14	13	transformed	transform	VERB
gujaf-370	14	14	fraud	fraud	NOUN
gujaf-370	14	15	detection	detection	NOUN
gujaf-370	14	16	,	,	PUNCT
gujaf-370	14	17	making	make	VERB
gujaf-370	14	18	technological	technological	ADJ
gujaf-370	14	19	proficiency	proficiency	NOUN
gujaf-370	14	20	an	an	DET
gujaf-370	14	21	essential	essential	ADJ
gujaf-370	14	22	skill	skill	NOUN
gujaf-370	14	23	for	for	ADP
gujaf-370	14	24	forensic	forensic	ADJ
gujaf-370	14	25	accountants	accountant	NOUN
gujaf-370	14	26	.	.	PUNCT
gujaf-370	15	1	the	the	DET
gujaf-370	15	2	ability	ability	NOUN
gujaf-370	15	3	to	to	PART
gujaf-370	15	4	analyze	analyze	VERB
gujaf-370	15	5	financial	financial	ADJ
gujaf-370	15	6	transactions	transaction	NOUN
gujaf-370	15	7	using	use	VERB
gujaf-370	15	8	sophisticated	sophisticated	ADJ
gujaf-370	15	9	forensic	forensic	ADJ
gujaf-370	15	10	tools	tool	NOUN
gujaf-370	15	11	enhances	enhance	VERB
gujaf-370	15	12	fraud	fraud	NOUN
gujaf-370	15	13	detection	detection	NOUN
gujaf-370	15	14	accuracy	accuracy	NOUN
gujaf-370	15	15	(	(	PUNCT
gujaf-370	15	16	modugu	modugu	NOUN
gujaf-370	15	17	&	&	CCONJ
gujaf-370	15	18	anyaduba	anyaduba	NOUN
gujaf-370	15	19	,	,	PUNCT
gujaf-370	15	20	2018	2018	NUM
gujaf-370	15	21	)	)	PUNCT
gujaf-370	15	22	.	.	PUNCT
gujaf-370	16	1	strong	strong	ADJ
gujaf-370	16	2	auditing	auditing	NOUN
gujaf-370	16	3	knowledge	knowledge	NOUN
gujaf-370	16	4	allows	allow	VERB
gujaf-370	16	5	forensic	forensic	ADJ
gujaf-370	16	6	accountants	accountant	NOUN
gujaf-370	16	7	to	to	PART
gujaf-370	16	8	scrutinize	scrutinize	VERB
gujaf-370	16	9	financial	financial	ADJ
gujaf-370	16	10	statements	statement	NOUN
gujaf-370	16	11	and	and	CCONJ
gujaf-370	16	12	detect	detect	VERB
gujaf-370	16	13	fraudulent	fraudulent	ADJ
gujaf-370	16	14	entries	entry	NOUN
gujaf-370	16	15	.	.	PUNCT
gujaf-370	17	1	research	research	NOUN
gujaf-370	17	2	highlights	highlight	NOUN
gujaf-370	17	3	that	that	SCONJ
gujaf-370	17	4	forensic	forensic	ADJ
gujaf-370	17	5	accountant	accountant	NOUN
gujaf-370	17	6	with	with	ADP
gujaf-370	17	7	in	in	ADP
gujaf-370	17	8	-	-	PUNCT
gujaf-370	17	9	depth	depth	NOUN
gujaf-370	17	10	accounting	accounting	NOUN
gujaf-370	17	11	knowledge	knowledge	NOUN
gujaf-370	17	12	is	be	AUX
gujaf-370	17	13	better	well	ADV
gujaf-370	17	14	equipped	equip	VERB
gujaf-370	17	15	to	to	PART
gujaf-370	17	16	manage	manage	VERB
gujaf-370	17	17	fraud	fraud	NOUN
gujaf-370	17	18	risks	risk	NOUN
gujaf-370	17	19	(	(	PUNCT
gujaf-370	17	20	tijani	tijani	PROPN
gujaf-370	17	21	&	&	CCONJ
gujaf-370	17	22	bakare	bakare	PROPN
gujaf-370	17	23	,	,	PUNCT
gujaf-370	17	24	2020	2020	NUM
gujaf-370	17	25	)	)	PUNCT
gujaf-370	17	26	.	.	PUNCT
gujaf-370	18	1	additionally	additionally	ADV
gujaf-370	18	2	,	,	PUNCT
gujaf-370	18	3	the	the	DET
gujaf-370	18	4	confidence	confidence	NOUN
gujaf-370	18	5	and	and	CCONJ
gujaf-370	18	6	resilience	resilience	NOUN
gujaf-370	18	7	of	of	ADP
gujaf-370	18	8	auditors	auditor	NOUN
gujaf-370	18	9	in	in	ADP
gujaf-370	18	10	detecting	detect	VERB
gujaf-370	18	11	fraud	fraud	NOUN
gujaf-370	18	12	play	play	VERB
gujaf-370	18	13	a	a	DET
gujaf-370	18	14	crucial	crucial	ADJ
gujaf-370	18	15	role	role	NOUN
gujaf-370	18	16	in	in	ADP
gujaf-370	18	17	fraud	fraud	NOUN
gujaf-370	18	18	management	management	NOUN
gujaf-370	18	19	.	.	PUNCT
gujaf-370	19	1	self	self	NOUN
gujaf-370	19	2	-	-	PUNCT
gujaf-370	19	3	efficacy	efficacy	NOUN
gujaf-370	19	4	enables	enable	VERB
gujaf-370	19	5	forensic	forensic	ADJ
gujaf-370	19	6	accountants	accountant	NOUN
gujaf-370	19	7	to	to	PART
gujaf-370	19	8	persist	persist	VERB
gujaf-370	19	9	in	in	ADP
gujaf-370	19	10	investigations	investigation	NOUN
gujaf-370	19	11	,	,	PUNCT
gujaf-370	19	12	even	even	ADV
gujaf-370	19	13	in	in	ADP
gujaf-370	19	14	the	the	DET
gujaf-370	19	15	face	face	NOUN
gujaf-370	19	16	of	of	ADP
gujaf-370	19	17	complex	complex	ADJ
gujaf-370	19	18	fraudulent	fraudulent	ADJ
gujaf-370	19	19	schemes	scheme	NOUN
gujaf-370	19	20	(	(	PUNCT
gujaf-370	19	21	hegazy	hegazy	ADV
gujaf-370	19	22	et	et	PROPN
gujaf-370	19	23	al	al	PROPN
gujaf-370	19	24	.	.	PROPN
gujaf-370	19	25	,	,	PUNCT
gujaf-370	19	26	2017	2017	NUM
gujaf-370	19	27	)	)	PUNCT
gujaf-370	19	28	.	.	PUNCT
gujaf-370	20	1	these	these	DET
gujaf-370	20	2	variables	variable	NOUN
gujaf-370	20	3	collectively	collectively	ADV
gujaf-370	20	4	contribute	contribute	VERB
gujaf-370	20	5	to	to	ADP
gujaf-370	20	6	the	the	DET
gujaf-370	20	7	effectiveness	effectiveness	NOUN
gujaf-370	20	8	of	of	ADP
gujaf-370	20	9	fraud	fraud	NOUN
gujaf-370	20	10	management	management	NOUN
gujaf-370	20	11	in	in	ADP
gujaf-370	20	12	public	public	ADJ
gujaf-370	20	13	institutions	institution	NOUN
gujaf-370	20	14	.	.	PUNCT
gujaf-370	21	1	this	this	DET
gujaf-370	21	2	study	study	NOUN
gujaf-370	21	3	is	be	AUX
gujaf-370	21	4	motivated	motivate	VERB
gujaf-370	21	5	by	by	ADP
gujaf-370	21	6	the	the	DET
gujaf-370	21	7	growing	grow	VERB
gujaf-370	21	8	need	need	NOUN
gujaf-370	21	9	to	to	PART
gujaf-370	21	10	strengthen	strengthen	VERB
gujaf-370	21	11	fraud	fraud	NOUN
gujaf-370	21	12	detection	detection	NOUN
gujaf-370	21	13	mechanisms	mechanism	NOUN
gujaf-370	21	14	in	in	ADP
gujaf-370	21	15	nigeria	nigeria	PROPN
gujaf-370	21	16	’s	’s	PART
gujaf-370	21	17	ministries	ministry	NOUN
gujaf-370	21	18	of	of	ADP
gujaf-370	21	19	finance	finance	NOUN
gujaf-370	21	20	.	.	PUNCT
gujaf-370	22	1	despite	despite	SCONJ
gujaf-370	22	2	the	the	DET
gujaf-370	22	3	increasing	increase	VERB
gujaf-370	22	4	adoption	adoption	NOUN
gujaf-370	22	5	of	of	ADP
gujaf-370	22	6	forensic	forensic	ADJ
gujaf-370	22	7	accounting	accounting	NOUN
gujaf-370	22	8	practices	practice	NOUN
gujaf-370	22	9	,	,	PUNCT
gujaf-370	22	10	there	there	PRON
gujaf-370	22	11	remains	remain	VERB
gujaf-370	22	12	a	a	DET
gujaf-370	22	13	lack	lack	NOUN
gujaf-370	22	14	of	of	ADP
gujaf-370	22	15	empirical	empirical	ADJ
gujaf-370	22	16	research	research	NOUN
gujaf-370	22	17	on	on	ADP
gujaf-370	22	18	the	the	DET
gujaf-370	22	19	specific	specific	ADJ
gujaf-370	22	20	skills	skill	NOUN
gujaf-370	22	21	that	that	PRON
gujaf-370	22	22	enhance	enhance	VERB
gujaf-370	22	23	fraud	fraud	NOUN
gujaf-370	22	24	management	management	NOUN
gujaf-370	22	25	in	in	ADP
gujaf-370	22	26	public	public	ADJ
gujaf-370	22	27	sector	sector	NOUN
gujaf-370	22	28	institutions	institution	NOUN
gujaf-370	22	29	.	.	PUNCT
gujaf-370	23	1	by	by	ADP
gujaf-370	23	2	analyzing	analyze	VERB
gujaf-370	23	3	the	the	DET
gujaf-370	23	4	impact	impact	NOUN
gujaf-370	23	5	of	of	ADP
gujaf-370	23	6	forensic	forensic	ADJ
gujaf-370	23	7	accounting	accounting	NOUN
gujaf-370	23	8	skills	skill	NOUN
gujaf-370	23	9	on	on	ADP
gujaf-370	23	10	fraud	fraud	NOUN
gujaf-370	23	11	detection	detection	NOUN
gujaf-370	23	12	and	and	CCONJ
gujaf-370	23	13	prevention	prevention	NOUN
gujaf-370	23	14	,	,	PUNCT
gujaf-370	23	15	this	this	DET
gujaf-370	23	16	research	research	NOUN
gujaf-370	23	17	seeks	seek	VERB
gujaf-370	23	18	to	to	PART
gujaf-370	23	19	provide	provide	VERB
gujaf-370	23	20	actionable	actionable	ADJ
gujaf-370	23	21	insights	insight	NOUN
gujaf-370	23	22	that	that	PRON
gujaf-370	23	23	can	can	AUX
gujaf-370	23	24	inform	inform	VERB
gujaf-370	23	25	policy	policy	NOUN
gujaf-370	23	26	decisions	decision	NOUN
gujaf-370	23	27	and	and	CCONJ
gujaf-370	23	28	improve	improve	VERB
gujaf-370	23	29	governance	governance	NOUN
gujaf-370	23	30	.	.	PUNCT
gujaf-370	24	1	forensic	forensic	ADJ
gujaf-370	24	2	accounting	accounting	NOUN
gujaf-370	24	3	is	be	AUX
gujaf-370	24	4	a	a	DET
gujaf-370	24	5	specialized	specialized	ADJ
gujaf-370	24	6	field	field	NOUN
gujaf-370	24	7	of	of	ADP
gujaf-370	24	8	accounting	accounting	NOUN
gujaf-370	24	9	that	that	PRON
gujaf-370	24	10	involves	involve	VERB
gujaf-370	24	11	applying	apply	VERB
gujaf-370	24	12	accounting	accounting	NOUN
gujaf-370	24	13	principles	principle	NOUN
gujaf-370	24	14	,	,	PUNCT
gujaf-370	24	15	methods	method	NOUN
gujaf-370	24	16	,	,	PUNCT
gujaf-370	24	17	and	and	CCONJ
gujaf-370	24	18	techniques	technique	NOUN
gujaf-370	24	19	to	to	PART
gujaf-370	24	20	investigate	investigate	VERB
gujaf-370	24	21	financial	financial	ADJ
gujaf-370	24	22	matters	matter	NOUN
gujaf-370	24	23	,	,	PUNCT
gujaf-370	24	24	detect	detect	NOUN
gujaf-370	24	25	fraud	fraud	NOUN
gujaf-370	24	26	,	,	PUNCT
gujaf-370	24	27	resolve	resolve	VERB
gujaf-370	24	28	disputes	dispute	NOUN
gujaf-370	24	29	,	,	PUNCT
gujaf-370	24	30	and	and	CCONJ
gujaf-370	24	31	provide	provide	VERB
gujaf-370	24	32	litigation	litigation	NOUN
gujaf-370	24	33	support	support	NOUN
gujaf-370	24	34	(	(	PUNCT
gujaf-370	24	35	investopedia	investopedia	PROPN
gujaf-370	24	36	,	,	PUNCT
gujaf-370	24	37	2021	2021	NUM
gujaf-370	24	38	)	)	PUNCT
gujaf-370	24	39	.	.	PUNCT
gujaf-370	25	1	the	the	DET
gujaf-370	25	2	american	american	PROPN
gujaf-370	25	3	institute	institute	PROPN
gujaf-370	25	4	of	of	ADP
gujaf-370	25	5	certified	certify	VERB
gujaf-370	25	6	public	public	ADJ
gujaf-370	25	7	accounting	accounting	NOUN
gujaf-370	25	8	(	(	PUNCT
gujaf-370	25	9	aicpa	aicpa	PROPN
gujaf-370	25	10	)	)	PUNCT
gujaf-370	25	11	defined	define	VERB
gujaf-370	25	12	forensic	forensic	ADJ
gujaf-370	25	13	accountant	accountant	NOUN
gujaf-370	25	14	as	as	ADP
gujaf-370	25	15	“	"	PUNCT
gujaf-370	25	16	the	the	DET
gujaf-370	25	17	application	application	NOUN
gujaf-370	25	18	of	of	ADP
gujaf-370	25	19	specialized	specialized	ADJ
gujaf-370	25	20	knowledge	knowledge	NOUN
gujaf-370	25	21	and	and	CCONJ
gujaf-370	25	22	investigative	investigative	ADJ
gujaf-370	25	23	skills	skill	NOUN
gujaf-370	25	24	possessed	possess	VERB
gujaf-370	25	25	by	by	ADP
gujaf-370	25	26	cpa	cpa	NOUN
gujaf-370	25	27	,	,	PUNCT
gujaf-370	25	28	to	to	PART
gujaf-370	25	29	collect	collect	VERB
gujaf-370	25	30	,	,	PUNCT
gujaf-370	25	31	analyze	analyze	VERB
gujaf-370	25	32	and	and	CCONJ
gujaf-370	25	33	evaluate	evaluate	VERB
gujaf-370	25	34	evidential	evidential	ADJ
gujaf-370	25	35	matter	matter	NOUN
gujaf-370	25	36	and	and	CCONJ
gujaf-370	25	37	to	to	PART
gujaf-370	25	38	interpret	interpret	VERB
gujaf-370	25	39	and	and	CCONJ
gujaf-370	25	40	communicate	communicate	VERB
gujaf-370	25	41	findings	finding	NOUN
gujaf-370	25	42	in	in	ADP
gujaf-370	25	43	the	the	DET
gujaf-370	25	44	courtroom	courtroom	NOUN
gujaf-370	25	45	,	,	PUNCT
gujaf-370	25	46	boardroom	boardroom	NOUN
gujaf-370	25	47	,	,	PUNCT
gujaf-370	25	48	or	or	CCONJ
gujaf-370	25	49	other	other	ADJ
gujaf-370	25	50	legal	legal	ADJ
gujaf-370	25	51	administrative	administrative	ADJ
gujaf-370	25	52	venue	venue	NOUN
gujaf-370	25	53	”	"	PUNCT
gujaf-370	25	54	.	.	PUNCT
gujaf-370	26	1	“	"	PUNCT
gujaf-370	26	2	popva	popva	VERB
gujaf-370	26	3	et	et	NOUN
gujaf-370	26	4	al	al	PROPN
gujaf-370	26	5	.	.	PROPN
gujaf-370	26	6	,	,	PUNCT
gujaf-370	26	7	(	(	PUNCT
gujaf-370	26	8	2014	2014	NUM
gujaf-370	26	9	)	)	PUNCT
gujaf-370	26	10	,	,	PUNCT
gujaf-370	26	11	defines	define	VERB
gujaf-370	26	12	forensic	forensic	ADJ
gujaf-370	26	13	accounting	accounting	NOUN
gujaf-370	26	14	as	as	ADP
gujaf-370	26	15	”	"	PUNCT
gujaf-370	26	16	the	the	DET
gujaf-370	26	17	process	process	NOUN
gujaf-370	26	18	from	from	ADP
gujaf-370	26	19	the	the	DET
gujaf-370	26	20	implementation	implementation	NOUN
gujaf-370	26	21	of	of	ADP
gujaf-370	26	22	any	any	DET
gujaf-370	26	23	fraud	fraud	NOUN
gujaf-370	26	24	investigation	investigation	NOUN
gujaf-370	26	25	to	to	ADP
gujaf-370	26	26	the	the	DET
gujaf-370	26	27	formation	formation	NOUN
gujaf-370	26	28	of	of	ADP
gujaf-370	26	29	accounting	accounting	NOUN
gujaf-370	26	30	records	record	NOUN
gujaf-370	26	31	after	after	ADP
gujaf-370	26	32	the	the	DET
gujaf-370	26	33	discovery	discovery	NOUN
gujaf-370	26	34	that	that	PRON
gujaf-370	26	35	they	they	PRON
gujaf-370	26	36	have	have	AUX
gujaf-370	26	37	been	be	AUX
gujaf-370	26	38	manipulated	manipulate	VERB
gujaf-370	26	39	.	.	PUNCT
gujaf-370	27	1	forensic	forensic	ADJ
gujaf-370	27	2	accounting	accounting	NOUN
gujaf-370	27	3	is	be	AUX
gujaf-370	27	4	a	a	DET
gujaf-370	27	5	specialized	specialized	ADJ
gujaf-370	27	6	field	field	NOUN
gujaf-370	27	7	that	that	PRON
gujaf-370	27	8	combines	combine	VERB
gujaf-370	27	9	accounting	accounting	NOUN
gujaf-370	27	10	,	,	PUNCT
gujaf-370	27	11	auditing	auditing	NOUN
gujaf-370	27	12	,	,	PUNCT
gujaf-370	27	13	and	and	CCONJ
gujaf-370	27	14	investigative	investigative	ADJ
gujaf-370	27	15	techniques	technique	NOUN
gujaf-370	27	16	to	to	PART
gujaf-370	27	17	help	help	VERB
gujaf-370	27	18	resolve	resolve	VERB
gujaf-370	27	19	legal	legal	ADJ
gujaf-370	27	20	issues	issue	NOUN
gujaf-370	27	21	and	and	CCONJ
gujaf-370	27	22	disputes	dispute	NOUN
gujaf-370	27	23	.	.	PUNCT
gujaf-370	28	1	the	the	DET
gujaf-370	28	2	field	field	NOUN
gujaf-370	28	3	has	have	VERB
gujaf-370	28	4	a	a	DET
gujaf-370	28	5	rich	rich	ADJ
gujaf-370	28	6	history	history	NOUN
gujaf-370	28	7	,	,	PUNCT
gujaf-370	28	8	and	and	CCONJ
gujaf-370	28	9	its	its	PRON
gujaf-370	28	10	evolution	evolution	NOUN
gujaf-370	28	11	has	have	AUX
gujaf-370	28	12	been	be	AUX
gujaf-370	28	13	shaped	shape	VERB
gujaf-370	28	14	by	by	ADP
gujaf-370	28	15	various	various	ADJ
gujaf-370	28	16	factors	factor	NOUN
gujaf-370	28	17	and	and	CCONJ
gujaf-370	28	18	contributors	contributor	NOUN
gujaf-370	28	19	.	.	PUNCT
gujaf-370	29	1	forensic	forensic	ADJ
gujaf-370	29	2	accounting	accounting	NOUN
gujaf-370	29	3	can	can	AUX
gujaf-370	29	4	be	be	AUX
gujaf-370	29	5	traced	trace	VERB
gujaf-370	29	6	to	to	ADP
gujaf-370	29	7	ancient	ancient	ADJ
gujaf-370	29	8	egypt	egypt	PROPN
gujaf-370	29	9	.	.	PUNCT
gujaf-370	30	1	we	we	PRON
gujaf-370	30	2	find	find	VERB
gujaf-370	30	3	evidence	evidence	NOUN
gujaf-370	30	4	of	of	ADP
gujaf-370	30	5	scribes	scribe	NOUN
gujaf-370	30	6	being	be	AUX
gujaf-370	30	7	used	use	VERB
gujaf-370	30	8	by	by	ADP
gujaf-370	30	9	pharaohs	pharaohs	NOUN
gujaf-370	30	10	to	to	PART
gujaf-370	30	11	track	track	VERB
gujaf-370	30	12	value	value	NOUN
gujaf-370	30	13	items	item	NOUN
gujaf-370	30	14	,	,	PUNCT
gujaf-370	30	15	such	such	ADJ
gujaf-370	30	16	as	as	ADP
gujaf-370	30	17	gold	gold	NOUN
gujaf-370	30	18	and	and	CCONJ
gujaf-370	30	19	grain	grain	NOUN
gujaf-370	30	20	.	.	PUNCT
gujaf-370	31	1	these	these	DET
gujaf-370	31	2	scribes	scribe	NOUN
gujaf-370	31	3	used	use	VERB
gujaf-370	31	4	to	to	PART
gujaf-370	31	5	work	work	VERB
gujaf-370	31	6	in	in	ADP
gujaf-370	31	7	pairs	pair	NOUN
gujaf-370	31	8	and	and	CCONJ
gujaf-370	31	9	record	record	NOUN
gujaf-370	31	10	transactions	transaction	NOUN
gujaf-370	31	11	independent	independent	ADJ
gujaf-370	31	12	of	of	ADP
gujaf-370	31	13	each	each	DET
gujaf-370	31	14	other	other	ADJ
gujaf-370	31	15	,	,	PUNCT
gujaf-370	31	16	which	which	PRON
gujaf-370	31	17	served	serve	VERB
gujaf-370	31	18	as	as	ADP
gujaf-370	31	19	a	a	DET
gujaf-370	31	20	form	form	NOUN
gujaf-370	31	21	of	of	ADP
gujaf-370	31	22	internal	internal	ADJ
gujaf-370	31	23	control	control	NOUN
gujaf-370	31	24	.	.	PUNCT
gujaf-370	32	1	the	the	DET
gujaf-370	32	2	same	same	ADJ
gujaf-370	32	3	concept	concept	NOUN
gujaf-370	32	4	of	of	ADP
gujaf-370	32	5	independent	independent	ADJ
gujaf-370	32	6	record	record	NOUN
gujaf-370	32	7	-	-	PUNCT
gujaf-370	32	8	keeping	keeping	NOUN
gujaf-370	32	9	became	become	VERB
gujaf-370	32	10	increasingly	increasingly	ADV
gujaf-370	32	11	important	important	ADJ
gujaf-370	32	12	as	as	SCONJ
gujaf-370	32	13	court	court	NOUN
gujaf-370	32	14	systems	system	NOUN
gujaf-370	32	15	were	be	AUX
gujaf-370	32	16	developed	develop	VERB
gujaf-370	32	17	to	to	PART
gujaf-370	32	18	resolve	resolve	VERB
gujaf-370	32	19	disputes	dispute	NOUN
gujaf-370	32	20	between	between	ADP
gujaf-370	32	21	parties	party	NOUN
gujaf-370	32	22	.	.	PUNCT
gujaf-370	33	1	in	in	ADP
gujaf-370	33	2	the	the	DET
gujaf-370	33	3	13th	13th	ADJ
gujaf-370	33	4	century	century	NOUN
gujaf-370	33	5	,	,	PUNCT
gujaf-370	33	6	courts	court	NOUN
gujaf-370	33	7	frequently	frequently	ADV
gujaf-370	33	8	relied	rely	VERB
gujaf-370	33	9	on	on	ADP
gujaf-370	33	10	accountants	accountant	NOUN
gujaf-370	33	11	to	to	PART
gujaf-370	33	12	resolve	resolve	VERB
gujaf-370	33	13	financial	financial	ADJ
gujaf-370	33	14	damages	damage	NOUN
gujaf-370	33	15	cases	case	NOUN
gujaf-370	33	16	.	.	PUNCT
gujaf-370	34	1	gusau	gusau	ADJ
gujaf-370	34	2	journal	journal	PROPN
gujaf-370	34	3	of	of	ADP
gujaf-370	34	4	accounting	accounting	NOUN
gujaf-370	34	5	and	and	CCONJ
gujaf-370	34	6	finance	finance	NOUN
gujaf-370	34	7	,	,	PUNCT
gujaf-370	34	8	vol.6	vol.6	PROPN
gujaf-370	34	9	,	,	PUNCT
gujaf-370	34	10	issue	issue	NOUN
gujaf-370	34	11	1	1	NUM
gujaf-370	34	12	,	,	PUNCT
gujaf-370	34	13	april	april	PROPN
gujaf-370	34	14	,	,	PUNCT
gujaf-370	34	15	2025	2025	NUM
gujaf-370	34	16	95	95	NUM
gujaf-370	34	17	very	very	ADV
gujaf-370	34	18	little	little	ADJ
gujaf-370	34	19	is	be	AUX
gujaf-370	34	20	known	know	VERB
gujaf-370	34	21	about	about	ADP
gujaf-370	34	22	forensic	forensic	ADJ
gujaf-370	34	23	accounting	accounting	NOUN
gujaf-370	34	24	until	until	ADP
gujaf-370	34	25	1817	1817	NUM
gujaf-370	34	26	,	,	PUNCT
gujaf-370	34	27	when	when	SCONJ
gujaf-370	34	28	the	the	DET
gujaf-370	34	29	first	first	ADJ
gujaf-370	34	30	recorded	record	VERB
gujaf-370	34	31	case	case	NOUN
gujaf-370	34	32	of	of	ADP
gujaf-370	34	33	an	an	DET
gujaf-370	34	34	accountant	accountant	NOUN
gujaf-370	34	35	testifying	testify	VERB
gujaf-370	34	36	as	as	ADP
gujaf-370	34	37	an	an	DET
gujaf-370	34	38	expert	expert	ADJ
gujaf-370	34	39	witness	witness	NOUN
gujaf-370	34	40	is	be	AUX
gujaf-370	34	41	noted	note	VERB
gujaf-370	34	42	in	in	ADP
gujaf-370	34	43	history	history	NOUN
gujaf-370	34	44	books	book	NOUN
gujaf-370	34	45	.	.	PUNCT
gujaf-370	35	1	in	in	ADP
gujaf-370	35	2	a	a	DET
gujaf-370	35	3	canadian	canadian	ADJ
gujaf-370	35	4	case	case	NOUN
gujaf-370	35	5	,	,	PUNCT
gujaf-370	35	6	a	a	DET
gujaf-370	35	7	bankruptcy	bankruptcy	NOUN
gujaf-370	35	8	matter	matter	NOUN
gujaf-370	35	9	arose	arise	VERB
gujaf-370	35	10	that	that	SCONJ
gujaf-370	35	11	required	require	VERB
gujaf-370	35	12	the	the	DET
gujaf-370	35	13	determination	determination	NOUN
gujaf-370	35	14	of	of	ADP
gujaf-370	35	15	the	the	DET
gujaf-370	35	16	value	value	NOUN
gujaf-370	35	17	of	of	ADP
gujaf-370	35	18	an	an	DET
gujaf-370	35	19	estate	estate	NOUN
gujaf-370	35	20	.	.	PUNCT
gujaf-370	36	1	the	the	DET
gujaf-370	36	2	court	court	NOUN
gujaf-370	36	3	allowed	allow	VERB
gujaf-370	36	4	the	the	DET
gujaf-370	36	5	accountant	accountant	NOUN
gujaf-370	36	6	who	who	PRON
gujaf-370	36	7	examined	examine	VERB
gujaf-370	36	8	the	the	DET
gujaf-370	36	9	relevant	relevant	ADJ
gujaf-370	36	10	accounts	account	NOUN
gujaf-370	36	11	to	to	PART
gujaf-370	36	12	testify	testify	VERB
gujaf-370	36	13	about	about	ADP
gujaf-370	36	14	the	the	DET
gujaf-370	36	15	matter	matter	NOUN
gujaf-370	36	16	.	.	PUNCT
gujaf-370	37	1	fraud	fraud	NOUN
gujaf-370	37	2	is	be	AUX
gujaf-370	37	3	a	a	DET
gujaf-370	37	4	persistent	persistent	ADJ
gujaf-370	37	5	issue	issue	NOUN
gujaf-370	37	6	in	in	ADP
gujaf-370	37	7	the	the	DET
gujaf-370	37	8	management	management	NOUN
gujaf-370	37	9	of	of	ADP
gujaf-370	37	10	public	public	ADJ
gujaf-370	37	11	funds	fund	NOUN
gujaf-370	37	12	worldwide	worldwide	ADV
gujaf-370	37	13	,	,	PUNCT
gujaf-370	37	14	leading	lead	VERB
gujaf-370	37	15	to	to	ADP
gujaf-370	37	16	significant	significant	ADJ
gujaf-370	37	17	financial	financial	ADJ
gujaf-370	37	18	losses	loss	NOUN
gujaf-370	37	19	and	and	CCONJ
gujaf-370	37	20	undermining	undermine	VERB
gujaf-370	37	21	trust	trust	NOUN
gujaf-370	37	22	in	in	ADP
gujaf-370	37	23	governmental	governmental	ADJ
gujaf-370	37	24	institutions	institution	NOUN
gujaf-370	37	25	.	.	PUNCT
gujaf-370	38	1	in	in	ADP
gujaf-370	38	2	developed	develop	VERB
gujaf-370	38	3	economies	economy	NOUN
gujaf-370	38	4	,	,	PUNCT
gujaf-370	38	5	stringent	stringent	ADJ
gujaf-370	38	6	regulatory	regulatory	ADJ
gujaf-370	38	7	frameworks	framework	NOUN
gujaf-370	38	8	and	and	CCONJ
gujaf-370	38	9	technological	technological	ADJ
gujaf-370	38	10	advancements	advancement	NOUN
gujaf-370	38	11	have	have	AUX
gujaf-370	38	12	facilitated	facilitate	VERB
gujaf-370	38	13	the	the	DET
gujaf-370	38	14	detection	detection	NOUN
gujaf-370	38	15	and	and	CCONJ
gujaf-370	38	16	management	management	NOUN
gujaf-370	38	17	of	of	ADP
gujaf-370	38	18	fraudulent	fraudulent	ADJ
gujaf-370	38	19	activities	activity	NOUN
gujaf-370	38	20	.	.	PUNCT
gujaf-370	39	1	for	for	ADP
gujaf-370	39	2	instance	instance	NOUN
gujaf-370	39	3	,	,	PUNCT
gujaf-370	39	4	in	in	ADP
gujaf-370	39	5	the	the	DET
gujaf-370	39	6	united	united	PROPN
gujaf-370	39	7	states	states	PROPN
gujaf-370	39	8	,	,	PUNCT
gujaf-370	39	9	the	the	DET
gujaf-370	39	10	securities	securities	PROPN
gujaf-370	39	11	and	and	CCONJ
gujaf-370	39	12	exchange	exchange	PROPN
gujaf-370	39	13	commission	commission	PROPN
gujaf-370	39	14	(	(	PUNCT
gujaf-370	39	15	sec	sec	PROPN
gujaf-370	39	16	)	)	PUNCT
gujaf-370	39	17	enforces	enforce	VERB
gujaf-370	39	18	financial	financial	ADJ
gujaf-370	39	19	integrity	integrity	NOUN
gujaf-370	39	20	through	through	ADP
gujaf-370	39	21	regulations	regulation	NOUN
gujaf-370	39	22	that	that	PRON
gujaf-370	39	23	mandate	mandate	VERB
gujaf-370	39	24	corporate	corporate	ADJ
gujaf-370	39	25	transparency	transparency	NOUN
gujaf-370	39	26	,	,	PUNCT
gujaf-370	39	27	while	while	SCONJ
gujaf-370	39	28	the	the	DET
gujaf-370	39	29	european	european	ADJ
gujaf-370	39	30	anti	anti	ADJ
gujaf-370	39	31	-	-	ADJ
gujaf-370	39	32	fraud	fraud	ADJ
gujaf-370	39	33	office	office	NOUN
gujaf-370	39	34	(	(	PUNCT
gujaf-370	39	35	olaf	olaf	PROPN
gujaf-370	39	36	)	)	PUNCT
gujaf-370	39	37	actively	actively	ADV
gujaf-370	39	38	investigates	investigate	VERB
gujaf-370	39	39	fraud	fraud	NOUN
gujaf-370	39	40	and	and	CCONJ
gujaf-370	39	41	corruption	corruption	NOUN
gujaf-370	39	42	in	in	ADP
gujaf-370	39	43	the	the	DET
gujaf-370	39	44	european	european	PROPN
gujaf-370	39	45	union	union	PROPN
gujaf-370	39	46	(	(	PUNCT
gujaf-370	39	47	awolowo	awolowo	PROPN
gujaf-370	39	48	,	,	PUNCT
gujaf-370	39	49	2019	2019	NUM
gujaf-370	39	50	)	)	PUNCT
gujaf-370	39	51	.	.	PUNCT
gujaf-370	40	1	these	these	DET
gujaf-370	40	2	measures	measure	NOUN
gujaf-370	40	3	have	have	AUX
gujaf-370	40	4	contributed	contribute	VERB
gujaf-370	40	5	to	to	ADP
gujaf-370	40	6	the	the	DET
gujaf-370	40	7	reduction	reduction	NOUN
gujaf-370	40	8	of	of	ADP
gujaf-370	40	9	financial	financial	ADJ
gujaf-370	40	10	crimes	crime	NOUN
gujaf-370	40	11	and	and	CCONJ
gujaf-370	40	12	enhanced	enhance	VERB
gujaf-370	40	13	public	public	ADJ
gujaf-370	40	14	trust	trust	NOUN
gujaf-370	40	15	in	in	ADP
gujaf-370	40	16	governance	governance	NOUN
gujaf-370	40	17	.	.	PUNCT
gujaf-370	41	1	however	however	ADV
gujaf-370	41	2	,	,	PUNCT
gujaf-370	41	3	despite	despite	SCONJ
gujaf-370	41	4	these	these	DET
gujaf-370	41	5	advancements	advancement	NOUN
gujaf-370	41	6	,	,	PUNCT
gujaf-370	41	7	financial	financial	ADJ
gujaf-370	41	8	fraud	fraud	NOUN
gujaf-370	41	9	remains	remain	VERB
gujaf-370	41	10	a	a	DET
gujaf-370	41	11	significant	significant	ADJ
gujaf-370	41	12	challenge	challenge	NOUN
gujaf-370	41	13	,	,	PUNCT
gujaf-370	41	14	necessitating	necessitate	VERB
gujaf-370	41	15	the	the	DET
gujaf-370	41	16	continuous	continuous	ADJ
gujaf-370	41	17	evolution	evolution	NOUN
gujaf-370	41	18	of	of	ADP
gujaf-370	41	19	forensic	forensic	ADJ
gujaf-370	41	20	accounting	accounting	NOUN
gujaf-370	41	21	and	and	CCONJ
gujaf-370	41	22	fraud	fraud	NOUN
gujaf-370	41	23	management	management	NOUN
gujaf-370	41	24	practices	practice	NOUN
gujaf-370	41	25	.	.	PUNCT
gujaf-370	42	1	in	in	ADP
gujaf-370	42	2	africa	africa	PROPN
gujaf-370	42	3	,	,	PUNCT
gujaf-370	42	4	public	public	ADJ
gujaf-370	42	5	sector	sector	NOUN
gujaf-370	42	6	fraud	fraud	NOUN
gujaf-370	42	7	continues	continue	VERB
gujaf-370	42	8	to	to	PART
gujaf-370	42	9	hinder	hinder	VERB
gujaf-370	42	10	economic	economic	ADJ
gujaf-370	42	11	development	development	NOUN
gujaf-370	42	12	and	and	CCONJ
gujaf-370	42	13	good	good	ADJ
gujaf-370	42	14	governance	governance	NOUN
gujaf-370	42	15	.	.	PUNCT
gujaf-370	43	1	weak	weak	ADJ
gujaf-370	43	2	regulatory	regulatory	ADJ
gujaf-370	43	3	institutions	institution	NOUN
gujaf-370	43	4	,	,	PUNCT
gujaf-370	43	5	political	political	ADJ
gujaf-370	43	6	interference	interference	NOUN
gujaf-370	43	7	,	,	PUNCT
gujaf-370	43	8	and	and	CCONJ
gujaf-370	43	9	limited	limited	ADJ
gujaf-370	43	10	forensic	forensic	ADJ
gujaf-370	43	11	accounting	accounting	NOUN
gujaf-370	43	12	expertise	expertise	NOUN
gujaf-370	43	13	have	have	AUX
gujaf-370	43	14	exacerbated	exacerbate	VERB
gujaf-370	43	15	fraudulent	fraudulent	ADJ
gujaf-370	43	16	practices	practice	NOUN
gujaf-370	43	17	,	,	PUNCT
gujaf-370	43	18	particularly	particularly	ADV
gujaf-370	43	19	in	in	ADP
gujaf-370	43	20	government	government	NOUN
gujaf-370	43	21	financial	financial	ADJ
gujaf-370	43	22	institutions	institution	NOUN
gujaf-370	43	23	(	(	PUNCT
gujaf-370	43	24	ewa	ewa	PROPN
gujaf-370	43	25	,	,	PUNCT
gujaf-370	43	26	2022	2022	NUM
gujaf-370	43	27	)	)	PUNCT
gujaf-370	43	28	.	.	PUNCT
gujaf-370	44	1	the	the	DET
gujaf-370	44	2	lack	lack	NOUN
gujaf-370	44	3	of	of	ADP
gujaf-370	44	4	robust	robust	ADJ
gujaf-370	44	5	fraud	fraud	NOUN
gujaf-370	44	6	detection	detection	NOUN
gujaf-370	44	7	mechanisms	mechanism	NOUN
gujaf-370	44	8	in	in	ADP
gujaf-370	44	9	many	many	ADJ
gujaf-370	44	10	african	african	ADJ
gujaf-370	44	11	countries	country	NOUN
gujaf-370	44	12	has	have	AUX
gujaf-370	44	13	led	lead	VERB
gujaf-370	44	14	to	to	ADP
gujaf-370	44	15	increased	increase	VERB
gujaf-370	44	16	misappropriation	misappropriation	NOUN
gujaf-370	44	17	of	of	ADP
gujaf-370	44	18	funds	fund	NOUN
gujaf-370	44	19	,	,	PUNCT
gujaf-370	44	20	bribery	bribery	NOUN
gujaf-370	44	21	,	,	PUNCT
gujaf-370	44	22	and	and	CCONJ
gujaf-370	44	23	financial	financial	ADJ
gujaf-370	44	24	statement	statement	NOUN
gujaf-370	44	25	fraud	fraud	NOUN
gujaf-370	44	26	,	,	PUNCT
gujaf-370	44	27	thereby	thereby	ADV
gujaf-370	44	28	reducing	reduce	VERB
gujaf-370	44	29	the	the	DET
gujaf-370	44	30	effectiveness	effectiveness	NOUN
gujaf-370	44	31	of	of	ADP
gujaf-370	44	32	public	public	ADJ
gujaf-370	44	33	administration	administration	NOUN
gujaf-370	44	34	(	(	PUNCT
gujaf-370	44	35	aderibigbe	aderibigbe	NOUN
gujaf-370	44	36	,	,	PUNCT
gujaf-370	44	37	2018	2018	NUM
gujaf-370	44	38	)	)	PUNCT
gujaf-370	44	39	.	.	PUNCT
gujaf-370	45	1	in	in	ADP
gujaf-370	45	2	response	response	NOUN
gujaf-370	45	3	,	,	PUNCT
gujaf-370	45	4	governments	government	NOUN
gujaf-370	45	5	have	have	AUX
gujaf-370	45	6	recognized	recognize	VERB
gujaf-370	45	7	the	the	DET
gujaf-370	45	8	need	need	NOUN
gujaf-370	45	9	for	for	ADP
gujaf-370	45	10	stronger	strong	ADJ
gujaf-370	45	11	forensic	forensic	ADJ
gujaf-370	45	12	accounting	accounting	NOUN
gujaf-370	45	13	practices	practice	NOUN
gujaf-370	45	14	to	to	PART
gujaf-370	45	15	enhance	enhance	VERB
gujaf-370	45	16	financial	financial	ADJ
gujaf-370	45	17	oversight	oversight	NOUN
gujaf-370	45	18	and	and	CCONJ
gujaf-370	45	19	accountability	accountability	NOUN
gujaf-370	45	20	.	.	PUNCT
gujaf-370	46	1	nigeria	nigeria	PROPN
gujaf-370	46	2	,	,	PUNCT
gujaf-370	46	3	like	like	ADP
gujaf-370	46	4	many	many	ADJ
gujaf-370	46	5	developing	develop	VERB
gujaf-370	46	6	nations	nation	NOUN
gujaf-370	46	7	,	,	PUNCT
gujaf-370	46	8	faces	face	VERB
gujaf-370	46	9	significant	significant	ADJ
gujaf-370	46	10	challenges	challenge	NOUN
gujaf-370	46	11	in	in	ADP
gujaf-370	46	12	managing	manage	VERB
gujaf-370	46	13	fraud	fraud	NOUN
gujaf-370	46	14	within	within	ADP
gujaf-370	46	15	its	its	PRON
gujaf-370	46	16	public	public	ADJ
gujaf-370	46	17	sector	sector	NOUN
gujaf-370	46	18	,	,	PUNCT
gujaf-370	46	19	particularly	particularly	ADV
gujaf-370	46	20	in	in	ADP
gujaf-370	46	21	ministries	ministry	NOUN
gujaf-370	46	22	responsible	responsible	ADJ
gujaf-370	46	23	for	for	ADP
gujaf-370	46	24	finance	finance	NOUN
gujaf-370	46	25	.	.	PUNCT
gujaf-370	47	1	corruption	corruption	NOUN
gujaf-370	47	2	and	and	CCONJ
gujaf-370	47	3	financial	financial	ADJ
gujaf-370	47	4	mismanagement	mismanagement	NOUN
gujaf-370	47	5	have	have	AUX
gujaf-370	47	6	historically	historically	ADV
gujaf-370	47	7	plagued	plague	VERB
gujaf-370	47	8	nigerian	nigerian	ADJ
gujaf-370	47	9	government	government	NOUN
gujaf-370	47	10	institutions	institution	NOUN
gujaf-370	47	11	,	,	PUNCT
gujaf-370	47	12	leading	lead	VERB
gujaf-370	47	13	to	to	ADP
gujaf-370	47	14	lost	lose	VERB
gujaf-370	47	15	public	public	ADJ
gujaf-370	47	16	funds	fund	NOUN
gujaf-370	47	17	and	and	CCONJ
gujaf-370	47	18	diminished	diminish	VERB
gujaf-370	47	19	trust	trust	NOUN
gujaf-370	47	20	in	in	ADP
gujaf-370	47	21	governance	governance	NOUN
gujaf-370	47	22	(	(	PUNCT
gujaf-370	47	23	adegbie	adegbie	NOUN
gujaf-370	47	24	&	&	CCONJ
gujaf-370	47	25	fakile	fakile	PROPN
gujaf-370	47	26	,	,	PUNCT
gujaf-370	47	27	2020	2020	NUM
gujaf-370	47	28	)	)	PUNCT
gujaf-370	47	29	.	.	PUNCT
gujaf-370	48	1	ministries	ministry	NOUN
gujaf-370	48	2	of	of	ADP
gujaf-370	48	3	finance	finance	NOUN
gujaf-370	48	4	,	,	PUNCT
gujaf-370	48	5	which	which	PRON
gujaf-370	48	6	play	play	VERB
gujaf-370	48	7	a	a	DET
gujaf-370	48	8	central	central	ADJ
gujaf-370	48	9	role	role	NOUN
gujaf-370	48	10	in	in	ADP
gujaf-370	48	11	budget	budget	NOUN
gujaf-370	48	12	allocation	allocation	NOUN
gujaf-370	48	13	and	and	CCONJ
gujaf-370	48	14	financial	financial	ADJ
gujaf-370	48	15	management	management	NOUN
gujaf-370	48	16	,	,	PUNCT
gujaf-370	48	17	have	have	AUX
gujaf-370	48	18	been	be	AUX
gujaf-370	48	19	at	at	ADP
gujaf-370	48	20	the	the	DET
gujaf-370	48	21	forefront	forefront	NOUN
gujaf-370	48	22	of	of	ADP
gujaf-370	48	23	fraudulent	fraudulent	ADJ
gujaf-370	48	24	practices	practice	NOUN
gujaf-370	48	25	,	,	PUNCT
gujaf-370	48	26	necessitating	necessitate	VERB
gujaf-370	48	27	urgent	urgent	ADJ
gujaf-370	48	28	reforms	reform	NOUN
gujaf-370	48	29	.	.	PUNCT
gujaf-370	49	1	in	in	ADP
gujaf-370	49	2	recent	recent	ADJ
gujaf-370	49	3	years	year	NOUN
gujaf-370	49	4	,	,	PUNCT
gujaf-370	49	5	forensic	forensic	ADJ
gujaf-370	49	6	accounting	accounting	NOUN
gujaf-370	49	7	has	have	AUX
gujaf-370	49	8	gained	gain	VERB
gujaf-370	49	9	prominence	prominence	NOUN
gujaf-370	49	10	as	as	ADP
gujaf-370	49	11	an	an	DET
gujaf-370	49	12	essential	essential	ADJ
gujaf-370	49	13	tool	tool	NOUN
gujaf-370	49	14	for	for	ADP
gujaf-370	49	15	detecting	detect	VERB
gujaf-370	49	16	and	and	CCONJ
gujaf-370	49	17	preventing	prevent	VERB
gujaf-370	49	18	financial	financial	ADJ
gujaf-370	49	19	crimes	crime	NOUN
gujaf-370	49	20	in	in	ADP
gujaf-370	49	21	nigeria	nigeria	PROPN
gujaf-370	49	22	’s	’s	PART
gujaf-370	49	23	public	public	ADJ
gujaf-370	49	24	sector	sector	NOUN
gujaf-370	49	25	.	.	PUNCT
gujaf-370	50	1	the	the	DET
gujaf-370	50	2	adoption	adoption	NOUN
gujaf-370	50	3	of	of	ADP
gujaf-370	50	4	forensic	forensic	ADJ
gujaf-370	50	5	accounting	accounting	NOUN
gujaf-370	50	6	techniques	technique	NOUN
gujaf-370	50	7	in	in	ADP
gujaf-370	50	8	key	key	ADJ
gujaf-370	50	9	government	government	NOUN
gujaf-370	50	10	institutions	institution	NOUN
gujaf-370	50	11	is	be	AUX
gujaf-370	50	12	seen	see	VERB
gujaf-370	50	13	as	as	ADP
gujaf-370	50	14	a	a	DET
gujaf-370	50	15	critical	critical	ADJ
gujaf-370	50	16	step	step	NOUN
gujaf-370	50	17	towards	towards	ADP
gujaf-370	50	18	improving	improve	VERB
gujaf-370	50	19	transparency	transparency	NOUN
gujaf-370	50	20	and	and	CCONJ
gujaf-370	50	21	accountability	accountability	NOUN
gujaf-370	50	22	(	(	PUNCT
gujaf-370	50	23	ozili	ozili	NOUN
gujaf-370	50	24	,	,	PUNCT
gujaf-370	50	25	2023	2023	NUM
gujaf-370	50	26	)	)	PUNCT
gujaf-370	50	27	.	.	PUNCT
gujaf-370	51	1	the	the	DET
gujaf-370	51	2	study	study	NOUN
gujaf-370	51	3	of	of	ADP
gujaf-370	51	4	fraud	fraud	NOUN
gujaf-370	51	5	management	management	NOUN
gujaf-370	51	6	in	in	ADP
gujaf-370	51	7	the	the	DET
gujaf-370	51	8	public	public	ADJ
gujaf-370	51	9	sector	sector	NOUN
gujaf-370	51	10	has	have	AUX
gujaf-370	51	11	evolved	evolve	VERB
gujaf-370	51	12	significantly	significantly	ADV
gujaf-370	51	13	over	over	ADP
gujaf-370	51	14	the	the	DET
gujaf-370	51	15	past	past	ADJ
gujaf-370	51	16	decades	decade	NOUN
gujaf-370	51	17	,	,	PUNCT
gujaf-370	51	18	with	with	ADP
gujaf-370	51	19	forensic	forensic	ADJ
gujaf-370	51	20	accounting	accounting	NOUN
gujaf-370	51	21	emerging	emerge	VERB
gujaf-370	51	22	as	as	ADP
gujaf-370	51	23	a	a	DET
gujaf-370	51	24	crucial	crucial	ADJ
gujaf-370	51	25	field	field	NOUN
gujaf-370	51	26	in	in	ADP
gujaf-370	51	27	combating	combat	VERB
gujaf-370	51	28	financial	financial	ADJ
gujaf-370	51	29	crimes	crime	NOUN
gujaf-370	51	30	.	.	PUNCT
gujaf-370	52	1	traditional	traditional	ADJ
gujaf-370	52	2	fraud	fraud	NOUN
gujaf-370	52	3	detection	detection	NOUN
gujaf-370	52	4	mechanisms	mechanism	NOUN
gujaf-370	52	5	,	,	PUNCT
gujaf-370	52	6	such	such	ADJ
gujaf-370	52	7	as	as	ADP
gujaf-370	52	8	internal	internal	ADJ
gujaf-370	52	9	audits	audits	NOUN
gujaf-370	52	10	and	and	CCONJ
gujaf-370	52	11	external	external	ADJ
gujaf-370	52	12	oversight	oversight	NOUN
gujaf-370	52	13	,	,	PUNCT
gujaf-370	52	14	have	have	AUX
gujaf-370	52	15	proven	prove	VERB
gujaf-370	52	16	insufficient	insufficient	ADJ
gujaf-370	52	17	in	in	ADP
gujaf-370	52	18	addressing	address	VERB
gujaf-370	52	19	the	the	DET
gujaf-370	52	20	complexities	complexity	NOUN
gujaf-370	52	21	of	of	ADP
gujaf-370	52	22	modern	modern	ADJ
gujaf-370	52	23	financial	financial	ADJ
gujaf-370	52	24	fraud	fraud	NOUN
gujaf-370	52	25	.	.	PUNCT
gujaf-370	53	1	research	research	NOUN
gujaf-370	53	2	has	have	AUX
gujaf-370	53	3	highlighted	highlight	VERB
gujaf-370	53	4	the	the	DET
gujaf-370	53	5	need	need	NOUN
gujaf-370	53	6	for	for	ADP
gujaf-370	53	7	specialized	specialized	ADJ
gujaf-370	53	8	forensic	forensic	ADJ
gujaf-370	53	9	accounting	accounting	NOUN
gujaf-370	53	10	skills	skill	NOUN
gujaf-370	53	11	,	,	PUNCT
gujaf-370	53	12	including	include	VERB
gujaf-370	53	13	investigative	investigative	ADJ
gujaf-370	53	14	techniques	technique	NOUN
gujaf-370	53	15	,	,	PUNCT
gujaf-370	53	16	technology	technology	NOUN
gujaf-370	53	17	proficiency	proficiency	NOUN
gujaf-370	53	18	,	,	PUNCT
gujaf-370	53	19	and	and	CCONJ
gujaf-370	53	20	professional	professional	ADJ
gujaf-370	53	21	skepticism	skepticism	NOUN
gujaf-370	53	22	,	,	PUNCT
gujaf-370	53	23	to	to	PART
gujaf-370	53	24	effectively	effectively	ADV
gujaf-370	53	25	detect	detect	VERB
gujaf-370	53	26	and	and	CCONJ
gujaf-370	53	27	prevent	prevent	VERB
gujaf-370	53	28	fraud	fraud	NOUN
gujaf-370	53	29	(	(	PUNCT
gujaf-370	53	30	capras	capras	PROPN
gujaf-370	53	31	&	&	CCONJ
gujaf-370	53	32	achim	achim	PROPN
gujaf-370	53	33	,	,	PUNCT
gujaf-370	53	34	2023	2023	NUM
gujaf-370	53	35	)	)	PUNCT
gujaf-370	53	36	.	.	PUNCT
gujaf-370	54	1	several	several	ADJ
gujaf-370	54	2	studies	study	NOUN
gujaf-370	54	3	have	have	AUX
gujaf-370	54	4	explored	explore	VERB
gujaf-370	54	5	the	the	DET
gujaf-370	54	6	role	role	NOUN
gujaf-370	54	7	of	of	ADP
gujaf-370	54	8	forensic	forensic	ADJ
gujaf-370	54	9	accounting	accounting	NOUN
gujaf-370	54	10	in	in	ADP
gujaf-370	54	11	public	public	ADJ
gujaf-370	54	12	sector	sector	NOUN
gujaf-370	54	13	fraud	fraud	NOUN
gujaf-370	54	14	management	management	NOUN
gujaf-370	54	15	.	.	PUNCT
gujaf-370	55	1	for	for	ADP
gujaf-370	55	2	example	example	NOUN
gujaf-370	55	3	,	,	PUNCT
gujaf-370	55	4	musa	musa	PROPN
gujaf-370	55	5	and	and	CCONJ
gujaf-370	55	6	ademola	ademola	PROPN
gujaf-370	55	7	(	(	PUNCT
gujaf-370	55	8	2017	2017	NUM
gujaf-370	55	9	)	)	PUNCT
gujaf-370	55	10	examined	examine	VERB
gujaf-370	55	11	how	how	SCONJ
gujaf-370	55	12	forensic	forensic	ADJ
gujaf-370	55	13	accounting	accounting	NOUN
gujaf-370	55	14	techniques	technique	NOUN
gujaf-370	55	15	enhance	enhance	VERB
gujaf-370	55	16	fraud	fraud	NOUN
gujaf-370	55	17	detection	detection	NOUN
gujaf-370	55	18	in	in	ADP
gujaf-370	55	19	the	the	DET
gujaf-370	55	20	nigerian	nigerian	ADJ
gujaf-370	55	21	public	public	ADJ
gujaf-370	55	22	sector	sector	NOUN
gujaf-370	55	23	and	and	CCONJ
gujaf-370	55	24	found	find	VERB
gujaf-370	55	25	that	that	SCONJ
gujaf-370	55	26	forensic	forensic	ADJ
gujaf-370	55	27	auditing	auditing	NOUN
gujaf-370	55	28	significantly	significantly	ADV
gujaf-370	55	29	improves	improve	VERB
gujaf-370	55	30	financial	financial	ADJ
gujaf-370	55	31	transparency	transparency	NOUN
gujaf-370	55	32	.	.	PUNCT
gujaf-370	56	1	similarly	similarly	ADV
gujaf-370	56	2	,	,	PUNCT
gujaf-370	56	3	odia	odia	PROPN
gujaf-370	56	4	and	and	CCONJ
gujaf-370	56	5	ogiedu	ogiedu	PROPN
gujaf-370	56	6	(	(	PUNCT
gujaf-370	56	7	2016	2016	NUM
gujaf-370	56	8	)	)	PUNCT
gujaf-370	56	9	highlighted	highlight	VERB
gujaf-370	56	10	that	that	SCONJ
gujaf-370	56	11	forensic	forensic	ADJ
gujaf-370	56	12	accounting	accounting	NOUN
gujaf-370	56	13	is	be	AUX
gujaf-370	56	14	instrumental	instrumental	ADJ
gujaf-370	56	15	in	in	ADP
gujaf-370	56	16	curbing	curb	VERB
gujaf-370	56	17	fraudulent	fraudulent	ADJ
gujaf-370	56	18	activities	activity	NOUN
gujaf-370	56	19	in	in	ADP
gujaf-370	56	20	government	government	NOUN
gujaf-370	56	21	ministries	ministry	NOUN
gujaf-370	56	22	.	.	PUNCT
gujaf-370	57	1	however	however	ADV
gujaf-370	57	2	,	,	PUNCT
gujaf-370	57	3	while	while	SCONJ
gujaf-370	57	4	these	these	DET
gujaf-370	57	5	studies	study	NOUN
gujaf-370	57	6	recognize	recognize	VERB
gujaf-370	57	7	the	the	DET
gujaf-370	57	8	gusau	gusau	ADJ
gujaf-370	57	9	journal	journal	NOUN
gujaf-370	57	10	of	of	ADP
gujaf-370	57	11	accounting	accounting	NOUN
gujaf-370	57	12	and	and	CCONJ
gujaf-370	57	13	finance	finance	NOUN
gujaf-370	57	14	,	,	PUNCT
gujaf-370	57	15	vol.6	vol.6	PROPN
gujaf-370	57	16	,	,	PUNCT
gujaf-370	57	17	issue	issue	NOUN
gujaf-370	57	18	1	1	NUM
gujaf-370	57	19	,	,	PUNCT
gujaf-370	57	20	april	april	PROPN
gujaf-370	57	21	,	,	PUNCT
gujaf-370	57	22	2025	2025	NUM
gujaf-370	57	23	96	96	NUM
gujaf-370	57	24	importance	importance	NOUN
gujaf-370	57	25	of	of	ADP
gujaf-370	57	26	forensic	forensic	ADJ
gujaf-370	57	27	accounting	accounting	NOUN
gujaf-370	57	28	,	,	PUNCT
gujaf-370	57	29	they	they	PRON
gujaf-370	57	30	often	often	ADV
gujaf-370	57	31	fail	fail	VERB
gujaf-370	57	32	to	to	PART
gujaf-370	57	33	provide	provide	VERB
gujaf-370	57	34	a	a	DET
gujaf-370	57	35	comprehensive	comprehensive	ADJ
gujaf-370	57	36	analysis	analysis	NOUN
gujaf-370	57	37	of	of	ADP
gujaf-370	57	38	the	the	DET
gujaf-370	57	39	specific	specific	ADJ
gujaf-370	57	40	skills	skill	NOUN
gujaf-370	57	41	required	require	VERB
gujaf-370	57	42	for	for	ADP
gujaf-370	57	43	effective	effective	ADJ
gujaf-370	57	44	fraud	fraud	NOUN
gujaf-370	57	45	management	management	NOUN
gujaf-370	57	46	.	.	PUNCT
gujaf-370	58	1	this	this	DET
gujaf-370	58	2	research	research	NOUN
gujaf-370	58	3	seeks	seek	VERB
gujaf-370	58	4	to	to	PART
gujaf-370	58	5	bridge	bridge	VERB
gujaf-370	58	6	this	this	DET
gujaf-370	58	7	gap	gap	NOUN
gujaf-370	58	8	by	by	ADP
gujaf-370	58	9	examining	examine	VERB
gujaf-370	58	10	the	the	DET
gujaf-370	58	11	distinct	distinct	ADJ
gujaf-370	58	12	forensic	forensic	ADJ
gujaf-370	58	13	accounting	accounting	NOUN
gujaf-370	58	14	skills	skill	NOUN
gujaf-370	58	15	that	that	PRON
gujaf-370	58	16	contribute	contribute	VERB
gujaf-370	58	17	to	to	PART
gujaf-370	58	18	fraud	fraud	VERB
gujaf-370	58	19	management	management	NOUN
gujaf-370	58	20	in	in	ADP
gujaf-370	58	21	nigerian	nigerian	ADJ
gujaf-370	58	22	finance	finance	NOUN
gujaf-370	58	23	ministries	ministry	NOUN
gujaf-370	58	24	.	.	PUNCT
gujaf-370	59	1	the	the	DET
gujaf-370	59	2	following	follow	VERB
gujaf-370	59	3	hypotheses	hypothesis	NOUN
gujaf-370	59	4	were	be	AUX
gujaf-370	59	5	being	be	AUX
gujaf-370	59	6	developed	develop	VERB
gujaf-370	59	7	for	for	ADP
gujaf-370	59	8	the	the	DET
gujaf-370	59	9	purpose	purpose	NOUN
gujaf-370	59	10	of	of	ADP
gujaf-370	59	11	this	this	DET
gujaf-370	59	12	research	research	NOUN
gujaf-370	59	13	,	,	PUNCT
gujaf-370	59	14	h1	h1	PROPN
gujaf-370	59	15	:	:	PUNCT
gujaf-370	59	16	forensic	forensic	ADJ
gujaf-370	59	17	accountant	accountant	NOUN
gujaf-370	59	18	’s	’s	PART
gujaf-370	59	19	communication	communication	NOUN
gujaf-370	59	20	skills	skill	NOUN
gujaf-370	59	21	have	have	VERB
gujaf-370	59	22	no	no	DET
gujaf-370	59	23	significant	significant	ADJ
gujaf-370	59	24	effect	effect	NOUN
gujaf-370	59	25	on	on	ADP
gujaf-370	59	26	combating	combat	VERB
gujaf-370	59	27	fraud	fraud	NOUN
gujaf-370	59	28	in	in	ADP
gujaf-370	59	29	the	the	DET
gujaf-370	59	30	state	state	NOUN
gujaf-370	59	31	ministries	ministry	NOUN
gujaf-370	59	32	of	of	ADP
gujaf-370	59	33	finance	finance	NOUN
gujaf-370	59	34	in	in	ADP
gujaf-370	59	35	north	north	NOUN
gujaf-370	59	36	-	-	PUNCT
gujaf-370	59	37	western	western	NOUN
gujaf-370	59	38	nigeria	nigeria	PROPN
gujaf-370	59	39	.	.	PUNCT
gujaf-370	59	40	:	:	PUNCT
gujaf-370	60	1	h2	h2	NOUN
gujaf-370	60	2	:	:	PUNCT
gujaf-370	60	3	forensic	forensic	ADJ
gujaf-370	60	4	accountant	accountant	NOUN
gujaf-370	60	5	’s	’s	PART
gujaf-370	60	6	technological	technological	ADJ
gujaf-370	60	7	skills	skill	NOUN
gujaf-370	60	8	have	have	VERB
gujaf-370	60	9	no	no	DET
gujaf-370	60	10	significant	significant	ADJ
gujaf-370	60	11	effect	effect	NOUN
gujaf-370	60	12	on	on	ADP
gujaf-370	60	13	combating	combat	VERB
gujaf-370	60	14	fraud	fraud	NOUN
gujaf-370	60	15	in	in	ADP
gujaf-370	60	16	the	the	DET
gujaf-370	60	17	state	state	NOUN
gujaf-370	60	18	ministries	ministry	NOUN
gujaf-370	60	19	of	of	ADP
gujaf-370	60	20	finance	finance	NOUN
gujaf-370	60	21	in	in	ADP
gujaf-370	60	22	north	north	NOUN
gujaf-370	60	23	-	-	PUNCT
gujaf-370	60	24	western	western	NOUN
gujaf-370	60	25	nigeria.3	nigeria.3	NOUN
gujaf-370	60	26	:	:	PUNCT
gujaf-370	60	27	h3	h3	NOUN
gujaf-370	60	28	:	:	PUNCT
gujaf-370	60	29	forensic	forensic	ADJ
gujaf-370	60	30	accountant	accountant	NOUN
gujaf-370	60	31	’s	’s	PART
gujaf-370	60	32	accounting	accounting	NOUN
gujaf-370	60	33	and	and	CCONJ
gujaf-370	60	34	auditing	auditing	NOUN
gujaf-370	60	35	skills	skill	NOUN
gujaf-370	60	36	has	have	VERB
gujaf-370	60	37	no	no	DET
gujaf-370	60	38	significant	significant	ADJ
gujaf-370	60	39	effect	effect	NOUN
gujaf-370	60	40	on	on	ADP
gujaf-370	60	41	combating	combat	VERB
gujaf-370	60	42	fraud	fraud	NOUN
gujaf-370	60	43	in	in	ADP
gujaf-370	60	44	the	the	DET
gujaf-370	60	45	state	state	NOUN
gujaf-370	60	46	ministries	ministry	NOUN
gujaf-370	60	47	of	of	ADP
gujaf-370	60	48	finance	finance	NOUN
gujaf-370	60	49	in	in	ADP
gujaf-370	60	50	north	north	NOUN
gujaf-370	60	51	-	-	PUNCT
gujaf-370	60	52	western	western	NOUN
gujaf-370	60	53	nigeria	nigeria	PROPN
gujaf-370	60	54	.	.	PUNCT
gujaf-370	61	1	h4	h4	NOUN
gujaf-370	61	2	:	:	PUNCT
gujaf-370	61	3	forensic	forensic	ADJ
gujaf-370	61	4	auditors	auditor	NOUN
gujaf-370	61	5	’	’	PART
gujaf-370	61	6	self	self	NOUN
gujaf-370	61	7	-	-	PUNCT
gujaf-370	61	8	efficacy	efficacy	NOUN
gujaf-370	61	9	has	have	VERB
gujaf-370	61	10	no	no	DET
gujaf-370	61	11	significant	significant	ADJ
gujaf-370	61	12	effect	effect	NOUN
gujaf-370	61	13	on	on	ADP
gujaf-370	61	14	combating	combat	VERB
gujaf-370	61	15	fraud	fraud	NOUN
gujaf-370	61	16	in	in	ADP
gujaf-370	61	17	the	the	DET
gujaf-370	61	18	state	state	NOUN
gujaf-370	61	19	ministries	ministry	NOUN
gujaf-370	61	20	of	of	ADP
gujaf-370	61	21	finance	finance	NOUN
gujaf-370	61	22	in	in	ADP
gujaf-370	61	23	north	north	NOUN
gujaf-370	61	24	-	-	PUNCT
gujaf-370	61	25	western	western	ADJ
gujaf-370	61	26	nigeria	nigeria	PROPN
gujaf-370	61	27	are	be	AUX
gujaf-370	61	28	developed	develop	VERB
gujaf-370	61	29	for	for	ADP
gujaf-370	61	30	the	the	DET
gujaf-370	61	31	study	study	NOUN
gujaf-370	61	32	.	.	PUNCT
gujaf-370	62	1	2.0	2.0	NUM
gujaf-370	62	2	literature	literature	PROPN
gujaf-370	62	3	review	review	VERB
gujaf-370	62	4	forensic	forensic	ADJ
gujaf-370	62	5	accounting	accounting	NOUN
gujaf-370	62	6	has	have	AUX
gujaf-370	62	7	emerged	emerge	VERB
gujaf-370	62	8	as	as	ADP
gujaf-370	62	9	a	a	DET
gujaf-370	62	10	key	key	ADJ
gujaf-370	62	11	tool	tool	NOUN
gujaf-370	62	12	in	in	ADP
gujaf-370	62	13	this	this	DET
gujaf-370	62	14	regard	regard	NOUN
gujaf-370	62	15	,	,	PUNCT
gujaf-370	62	16	offering	offer	VERB
gujaf-370	62	17	a	a	DET
gujaf-370	62	18	combination	combination	NOUN
gujaf-370	62	19	of	of	ADP
gujaf-370	62	20	investigative	investigative	ADJ
gujaf-370	62	21	techniques	technique	NOUN
gujaf-370	62	22	,	,	PUNCT
gujaf-370	62	23	accounting	accounting	NOUN
gujaf-370	62	24	expertise	expertise	NOUN
gujaf-370	62	25	,	,	PUNCT
gujaf-370	62	26	and	and	CCONJ
gujaf-370	62	27	legal	legal	ADJ
gujaf-370	62	28	knowledge	knowledge	NOUN
gujaf-370	62	29	to	to	PART
gujaf-370	62	30	detect	detect	VERB
gujaf-370	62	31	and	and	CCONJ
gujaf-370	62	32	prevent	prevent	VERB
gujaf-370	62	33	fraud	fraud	NOUN
gujaf-370	62	34	.	.	PUNCT
gujaf-370	63	1	by	by	ADP
gujaf-370	63	2	integrating	integrate	VERB
gujaf-370	63	3	forensic	forensic	ADJ
gujaf-370	63	4	accounting	accounting	NOUN
gujaf-370	63	5	into	into	ADP
gujaf-370	63	6	their	their	PRON
gujaf-370	63	7	fraud	fraud	NOUN
gujaf-370	63	8	management	management	NOUN
gujaf-370	63	9	systems	system	NOUN
gujaf-370	63	10	,	,	PUNCT
gujaf-370	63	11	ministries	ministry	NOUN
gujaf-370	63	12	of	of	ADP
gujaf-370	63	13	finance	finance	NOUN
gujaf-370	63	14	can	can	AUX
gujaf-370	63	15	enhance	enhance	VERB
gujaf-370	63	16	their	their	PRON
gujaf-370	63	17	capacity	capacity	NOUN
gujaf-370	63	18	to	to	PART
gujaf-370	63	19	detect	detect	VERB
gujaf-370	63	20	irregularities	irregularity	NOUN
gujaf-370	63	21	,	,	PUNCT
gujaf-370	63	22	uncover	uncover	VERB
gujaf-370	63	23	fraudulent	fraudulent	ADJ
gujaf-370	63	24	schemes	scheme	NOUN
gujaf-370	63	25	,	,	PUNCT
gujaf-370	63	26	and	and	CCONJ
gujaf-370	63	27	respond	respond	VERB
gujaf-370	63	28	to	to	PART
gujaf-370	63	29	fraud	fraud	VERB
gujaf-370	63	30	in	in	ADP
gujaf-370	63	31	a	a	DET
gujaf-370	63	32	timely	timely	ADJ
gujaf-370	63	33	and	and	CCONJ
gujaf-370	63	34	efficient	efficient	ADJ
gujaf-370	63	35	manner	manner	NOUN
gujaf-370	63	36	(	(	PUNCT
gujaf-370	63	37	alabi	alabi	NOUN
gujaf-370	63	38	&	&	CCONJ
gujaf-370	63	39	ogunde	ogunde	PROPN
gujaf-370	63	40	,	,	PUNCT
gujaf-370	63	41	2021fraud	2021fraud	NUM
gujaf-370	63	42	management	management	NOUN
gujaf-370	63	43	and	and	CCONJ
gujaf-370	63	44	known	know	VERB
gujaf-370	63	45	as	as	ADP
gujaf-370	63	46	the	the	DET
gujaf-370	63	47	process	process	NOUN
gujaf-370	63	48	of	of	ADP
gujaf-370	63	49	combating	combat	VERB
gujaf-370	63	50	fraud	fraud	NOUN
gujaf-370	63	51	refers	refer	VERB
gujaf-370	63	52	to	to	ADP
gujaf-370	63	53	the	the	DET
gujaf-370	63	54	strategies	strategy	NOUN
gujaf-370	63	55	,	,	PUNCT
gujaf-370	63	56	processes	process	NOUN
gujaf-370	63	57	,	,	PUNCT
gujaf-370	63	58	and	and	CCONJ
gujaf-370	63	59	actions	action	NOUN
gujaf-370	63	60	taken	take	VERB
gujaf-370	63	61	to	to	PART
gujaf-370	63	62	prevent	prevent	VERB
gujaf-370	63	63	,	,	PUNCT
gujaf-370	63	64	detect	detect	VERB
gujaf-370	63	65	,	,	PUNCT
gujaf-370	63	66	and	and	CCONJ
gujaf-370	63	67	respond	respond	VERB
gujaf-370	63	68	to	to	ADP
gujaf-370	63	69	fraudulent	fraudulent	ADJ
gujaf-370	63	70	activities	activity	NOUN
gujaf-370	63	71	within	within	ADP
gujaf-370	63	72	an	an	DET
gujaf-370	63	73	organization	organization	NOUN
gujaf-370	63	74	.	.	PUNCT
gujaf-370	64	1	according	accord	VERB
gujaf-370	64	2	to	to	ADP
gujaf-370	64	3	popoola	popoola	PROPN
gujaf-370	64	4	et	et	PROPN
gujaf-370	64	5	al	al	PROPN
gujaf-370	64	6	.	.	PUNCT
gujaf-370	65	1	(	(	PUNCT
gujaf-370	65	2	2016	2016	NUM
gujaf-370	65	3	)	)	PUNCT
gujaf-370	65	4	,	,	PUNCT
gujaf-370	65	5	fraud	fraud	NOUN
gujaf-370	65	6	management	management	NOUN
gujaf-370	65	7	encompasses	encompass	VERB
gujaf-370	65	8	the	the	DET
gujaf-370	65	9	application	application	NOUN
gujaf-370	65	10	of	of	ADP
gujaf-370	65	11	various	various	ADJ
gujaf-370	65	12	mechanisms	mechanism	NOUN
gujaf-370	65	13	to	to	PART
gujaf-370	65	14	control	control	VERB
gujaf-370	65	15	financial	financial	ADJ
gujaf-370	65	16	and	and	CCONJ
gujaf-370	65	17	operational	operational	ADJ
gujaf-370	65	18	risks	risk	NOUN
gujaf-370	65	19	associated	associate	VERB
gujaf-370	65	20	with	with	ADP
gujaf-370	65	21	fraud	fraud	NOUN
gujaf-370	65	22	,	,	PUNCT
gujaf-370	65	23	focusing	focus	VERB
gujaf-370	65	24	on	on	ADP
gujaf-370	65	25	mitigating	mitigate	VERB
gujaf-370	65	26	losses	loss	NOUN
gujaf-370	65	27	and	and	CCONJ
gujaf-370	65	28	maintaining	maintain	VERB
gujaf-370	65	29	organizational	organizational	ADJ
gujaf-370	65	30	integrity	integrity	NOUN
gujaf-370	65	31	.	.	PUNCT
gujaf-370	66	1	crumbley	crumbley	NOUN
gujaf-370	66	2	(	(	PUNCT
gujaf-370	66	3	2019	2019	NUM
gujaf-370	66	4	)	)	PUNCT
gujaf-370	66	5	defines	define	VERB
gujaf-370	66	6	fraud	fraud	NOUN
gujaf-370	66	7	management	management	NOUN
gujaf-370	66	8	as	as	ADP
gujaf-370	66	9	the	the	DET
gujaf-370	66	10	implementation	implementation	NOUN
gujaf-370	66	11	of	of	ADP
gujaf-370	66	12	measures	measure	NOUN
gujaf-370	66	13	to	to	PART
gujaf-370	66	14	detect	detect	VERB
gujaf-370	66	15	,	,	PUNCT
gujaf-370	66	16	prevent	prevent	VERB
gujaf-370	66	17	,	,	PUNCT
gujaf-370	66	18	and	and	CCONJ
gujaf-370	66	19	respond	respond	VERB
gujaf-370	66	20	to	to	ADP
gujaf-370	66	21	financial	financial	ADJ
gujaf-370	66	22	misconduct	misconduct	NOUN
gujaf-370	66	23	in	in	ADP
gujaf-370	66	24	order	order	NOUN
gujaf-370	66	25	to	to	PART
gujaf-370	66	26	protect	protect	VERB
gujaf-370	66	27	an	an	DET
gujaf-370	66	28	organization	organization	NOUN
gujaf-370	66	29	’s	’s	PART
gujaf-370	66	30	assets	asset	NOUN
gujaf-370	66	31	.	.	PUNCT
gujaf-370	67	1	similarly	similarly	ADV
gujaf-370	67	2	,	,	PUNCT
gujaf-370	67	3	abdullahi	abdullahi	PROPN
gujaf-370	67	4	and	and	CCONJ
gujaf-370	67	5	mansor	mansor	PROPN
gujaf-370	67	6	(	(	PUNCT
gujaf-370	67	7	2018	2018	NUM
gujaf-370	67	8	)	)	PUNCT
gujaf-370	67	9	highlight	highlight	VERB
gujaf-370	67	10	fraud	fraud	NOUN
gujaf-370	67	11	management	management	NOUN
gujaf-370	67	12	as	as	ADP
gujaf-370	67	13	a	a	DET
gujaf-370	67	14	comprehensive	comprehensive	ADJ
gujaf-370	67	15	approach	approach	NOUN
gujaf-370	67	16	that	that	PRON
gujaf-370	67	17	involves	involve	VERB
gujaf-370	67	18	the	the	DET
gujaf-370	67	19	coordination	coordination	NOUN
gujaf-370	67	20	of	of	ADP
gujaf-370	67	21	internal	internal	ADJ
gujaf-370	67	22	controls	control	NOUN
gujaf-370	67	23	,	,	PUNCT
gujaf-370	67	24	fraud	fraud	NOUN
gujaf-370	67	25	detection	detection	NOUN
gujaf-370	67	26	tools	tool	NOUN
gujaf-370	67	27	,	,	PUNCT
gujaf-370	67	28	and	and	CCONJ
gujaf-370	67	29	legal	legal	ADJ
gujaf-370	67	30	frameworks	framework	NOUN
gujaf-370	67	31	to	to	PART
gujaf-370	67	32	address	address	VERB
gujaf-370	67	33	the	the	DET
gujaf-370	67	34	risk	risk	NOUN
gujaf-370	67	35	of	of	ADP
gujaf-370	67	36	fraud	fraud	NOUN
gujaf-370	67	37	.	.	PUNCT
gujaf-370	68	1	drawing	draw	VERB
gujaf-370	68	2	from	from	ADP
gujaf-370	68	3	these	these	DET
gujaf-370	68	4	definitions	definition	NOUN
gujaf-370	68	5	,	,	PUNCT
gujaf-370	68	6	this	this	DET
gujaf-370	68	7	study	study	NOUN
gujaf-370	68	8	defines	define	VERB
gujaf-370	68	9	fraud	fraud	NOUN
gujaf-370	68	10	management	management	NOUN
gujaf-370	68	11	as	as	ADP
gujaf-370	68	12	the	the	DET
gujaf-370	68	13	systematic	systematic	ADJ
gujaf-370	68	14	application	application	NOUN
gujaf-370	68	15	of	of	ADP
gujaf-370	68	16	both	both	CCONJ
gujaf-370	68	17	preventive	preventive	ADJ
gujaf-370	68	18	and	and	CCONJ
gujaf-370	68	19	reactive	reactive	ADJ
gujaf-370	68	20	mechanisms	mechanism	NOUN
gujaf-370	68	21	aimed	aim	VERB
gujaf-370	68	22	at	at	ADP
gujaf-370	68	23	detecting	detect	VERB
gujaf-370	68	24	,	,	PUNCT
gujaf-370	68	25	preventing	prevent	VERB
gujaf-370	68	26	,	,	PUNCT
gujaf-370	68	27	and	and	CCONJ
gujaf-370	68	28	responding	respond	VERB
gujaf-370	68	29	to	to	ADP
gujaf-370	68	30	fraudulent	fraudulent	ADJ
gujaf-370	68	31	activities	activity	NOUN
gujaf-370	68	32	,	,	PUNCT
gujaf-370	68	33	with	with	ADP
gujaf-370	68	34	a	a	DET
gujaf-370	68	35	focus	focus	NOUN
gujaf-370	68	36	on	on	ADP
gujaf-370	68	37	reducing	reduce	VERB
gujaf-370	68	38	the	the	DET
gujaf-370	68	39	financial	financial	ADJ
gujaf-370	68	40	and	and	CCONJ
gujaf-370	68	41	reputational	reputational	ADJ
gujaf-370	68	42	impact	impact	NOUN
gujaf-370	68	43	of	of	ADP
gujaf-370	68	44	fraud	fraud	NOUN
gujaf-370	68	45	on	on	ADP
gujaf-370	68	46	public	public	ADJ
gujaf-370	68	47	institutions	institution	NOUN
gujaf-370	68	48	.	.	PUNCT
gujaf-370	69	1	fraud	fraud	NOUN
gujaf-370	69	2	management	management	NOUN
gujaf-370	69	3	is	be	AUX
gujaf-370	69	4	crucial	crucial	ADJ
gujaf-370	69	5	in	in	ADP
gujaf-370	69	6	ensuring	ensure	VERB
gujaf-370	69	7	that	that	SCONJ
gujaf-370	69	8	public	public	ADJ
gujaf-370	69	9	sector	sector	NOUN
gujaf-370	69	10	organizations	organization	NOUN
gujaf-370	69	11	,	,	PUNCT
gujaf-370	69	12	particularly	particularly	ADV
gujaf-370	69	13	ministries	ministry	NOUN
gujaf-370	69	14	of	of	ADP
gujaf-370	69	15	finance	finance	NOUN
gujaf-370	69	16	,	,	PUNCT
gujaf-370	69	17	maintain	maintain	VERB
gujaf-370	69	18	transparency	transparency	NOUN
gujaf-370	69	19	and	and	CCONJ
gujaf-370	69	20	accountability	accountability	NOUN
gujaf-370	69	21	in	in	ADP
gujaf-370	69	22	managing	manage	VERB
gujaf-370	69	23	public	public	ADJ
gujaf-370	69	24	resources	resource	NOUN
gujaf-370	69	25	.	.	PUNCT
gujaf-370	70	1	the	the	DET
gujaf-370	70	2	primary	primary	ADJ
gujaf-370	70	3	goal	goal	NOUN
gujaf-370	70	4	of	of	ADP
gujaf-370	70	5	fraud	fraud	NOUN
gujaf-370	70	6	management	management	NOUN
gujaf-370	70	7	is	be	AUX
gujaf-370	70	8	to	to	PART
gujaf-370	70	9	create	create	VERB
gujaf-370	70	10	an	an	DET
gujaf-370	70	11	environment	environment	NOUN
gujaf-370	70	12	where	where	SCONJ
gujaf-370	70	13	fraudulent	fraudulent	ADJ
gujaf-370	70	14	activities	activity	NOUN
gujaf-370	70	15	are	be	AUX
gujaf-370	70	16	minimized	minimize	VERB
gujaf-370	70	17	through	through	ADP
gujaf-370	70	18	robust	robust	ADJ
gujaf-370	70	19	internal	internal	ADJ
gujaf-370	70	20	controls	control	NOUN
gujaf-370	70	21	,	,	PUNCT
gujaf-370	70	22	regular	regular	ADJ
gujaf-370	70	23	audits	audits	NOUN
gujaf-370	70	24	,	,	PUNCT
gujaf-370	70	25	and	and	CCONJ
gujaf-370	70	26	the	the	DET
gujaf-370	70	27	use	use	NOUN
gujaf-370	70	28	of	of	ADP
gujaf-370	70	29	advanced	advanced	ADJ
gujaf-370	70	30	fraud	fraud	NOUN
gujaf-370	70	31	detection	detection	NOUN
gujaf-370	70	32	techniques	technique	NOUN
gujaf-370	70	33	.	.	PUNCT
gujaf-370	71	1	ministries	ministry	NOUN
gujaf-370	71	2	of	of	ADP
gujaf-370	71	3	finance	finance	NOUN
gujaf-370	71	4	,	,	PUNCT
gujaf-370	71	5	which	which	PRON
gujaf-370	71	6	are	be	AUX
gujaf-370	71	7	responsible	responsible	ADJ
gujaf-370	71	8	for	for	ADP
gujaf-370	71	9	overseeing	oversee	VERB
gujaf-370	71	10	large	large	ADJ
gujaf-370	71	11	budgets	budget	NOUN
gujaf-370	71	12	and	and	CCONJ
gujaf-370	71	13	managing	manage	VERB
gujaf-370	71	14	national	national	ADJ
gujaf-370	71	15	financial	financial	ADJ
gujaf-370	71	16	systems	system	NOUN
gujaf-370	71	17	,	,	PUNCT
gujaf-370	71	18	are	be	AUX
gujaf-370	71	19	particularly	particularly	ADV
gujaf-370	71	20	vulnerable	vulnerable	ADJ
gujaf-370	71	21	to	to	ADP
gujaf-370	71	22	fraud	fraud	NOUN
gujaf-370	71	23	due	due	ADP
gujaf-370	71	24	to	to	ADP
gujaf-370	71	25	the	the	DET
gujaf-370	71	26	complexity	complexity	NOUN
gujaf-370	71	27	and	and	CCONJ
gujaf-370	71	28	scale	scale	NOUN
gujaf-370	71	29	of	of	ADP
gujaf-370	71	30	their	their	PRON
gujaf-370	71	31	operations	operation	NOUN
gujaf-370	71	32	(	(	PUNCT
gujaf-370	71	33	adegbie	adegbie	NOUN
gujaf-370	71	34	&	&	CCONJ
gujaf-370	71	35	fakile	fakile	PROPN
gujaf-370	71	36	,	,	PUNCT
gujaf-370	71	37	2020	2020	NUM
gujaf-370	71	38	)	)	PUNCT
gujaf-370	71	39	.	.	PUNCT
gujaf-370	72	1	without	without	ADP
gujaf-370	72	2	effective	effective	ADJ
gujaf-370	72	3	fraud	fraud	NOUN
gujaf-370	72	4	management	management	NOUN
gujaf-370	72	5	strategies	strategy	NOUN
gujaf-370	72	6	,	,	PUNCT
gujaf-370	72	7	ministries	ministry	NOUN
gujaf-370	72	8	of	of	ADP
gujaf-370	72	9	finance	finance	NOUN
gujaf-370	72	10	can	can	AUX
gujaf-370	72	11	become	become	VERB
gujaf-370	72	12	susceptible	susceptible	ADJ
gujaf-370	72	13	to	to	ADP
gujaf-370	72	14	financial	financial	ADJ
gujaf-370	72	15	misappropriation	misappropriation	NOUN
gujaf-370	72	16	,	,	PUNCT
gujaf-370	72	17	embezzlement	embezzlement	NOUN
gujaf-370	72	18	,	,	PUNCT
gujaf-370	72	19	and	and	CCONJ
gujaf-370	72	20	other	other	ADJ
gujaf-370	72	21	forms	form	NOUN
gujaf-370	72	22	of	of	ADP
gujaf-370	72	23	corruption	corruption	NOUN
gujaf-370	72	24	,	,	PUNCT
gujaf-370	72	25	which	which	PRON
gujaf-370	72	26	can	can	AUX
gujaf-370	72	27	significantly	significantly	ADV
gujaf-370	72	28	undermine	undermine	VERB
gujaf-370	72	29	national	national	ADJ
gujaf-370	72	30	economic	economic	ADJ
gujaf-370	72	31	stability	stability	NOUN
gujaf-370	72	32	.	.	PUNCT
gujaf-370	73	1	gusau	gusau	ADJ
gujaf-370	73	2	journal	journal	PROPN
gujaf-370	73	3	of	of	ADP
gujaf-370	73	4	accounting	accounting	NOUN
gujaf-370	73	5	and	and	CCONJ
gujaf-370	73	6	finance	finance	NOUN
gujaf-370	73	7	,	,	PUNCT
gujaf-370	73	8	vol.6	vol.6	PROPN
gujaf-370	73	9	,	,	PUNCT
gujaf-370	73	10	issue	issue	NOUN
gujaf-370	73	11	1	1	NUM
gujaf-370	73	12	,	,	PUNCT
gujaf-370	73	13	april	april	PROPN
gujaf-370	73	14	,	,	PUNCT
gujaf-370	73	15	2025	2025	NUM
gujaf-370	73	16	97	97	NUM
gujaf-370	73	17	there	there	PRON
gujaf-370	73	18	are	be	VERB
gujaf-370	73	19	several	several	ADJ
gujaf-370	73	20	key	key	ADJ
gujaf-370	73	21	components	component	NOUN
gujaf-370	73	22	of	of	ADP
gujaf-370	73	23	an	an	DET
gujaf-370	73	24	effective	effective	ADJ
gujaf-370	73	25	fraud	fraud	NOUN
gujaf-370	73	26	management	management	NOUN
gujaf-370	73	27	system	system	NOUN
gujaf-370	73	28	.	.	PUNCT
gujaf-370	74	1	first	first	ADV
gujaf-370	74	2	,	,	PUNCT
gujaf-370	74	3	preventive	preventive	ADJ
gujaf-370	74	4	mechanisms	mechanism	NOUN
gujaf-370	74	5	such	such	ADJ
gujaf-370	74	6	as	as	ADP
gujaf-370	74	7	internal	internal	ADJ
gujaf-370	74	8	controls	control	NOUN
gujaf-370	74	9	,	,	PUNCT
gujaf-370	74	10	segregation	segregation	NOUN
gujaf-370	74	11	of	of	ADP
gujaf-370	74	12	duties	duty	NOUN
gujaf-370	74	13	,	,	PUNCT
gujaf-370	74	14	and	and	CCONJ
gujaf-370	74	15	regular	regular	ADJ
gujaf-370	74	16	audits	audits	NOUN
gujaf-370	74	17	are	be	AUX
gujaf-370	74	18	essential	essential	ADJ
gujaf-370	74	19	in	in	ADP
gujaf-370	74	20	creating	create	VERB
gujaf-370	74	21	barriers	barrier	NOUN
gujaf-370	74	22	to	to	ADP
gujaf-370	74	23	fraud	fraud	NOUN
gujaf-370	74	24	(	(	PUNCT
gujaf-370	74	25	ajibade	ajibade	PROPN
gujaf-370	74	26	&	&	CCONJ
gujaf-370	74	27	salawu	salawu	PROPN
gujaf-370	74	28	,	,	PUNCT
gujaf-370	74	29	2017	2017	NUM
gujaf-370	74	30	)	)	PUNCT
gujaf-370	74	31	.	.	PUNCT
gujaf-370	75	1	preventive	preventive	ADJ
gujaf-370	75	2	controls	control	NOUN
gujaf-370	75	3	work	work	VERB
gujaf-370	75	4	by	by	ADP
gujaf-370	75	5	reducing	reduce	VERB
gujaf-370	75	6	opportunities	opportunity	NOUN
gujaf-370	75	7	for	for	ADP
gujaf-370	75	8	fraudulent	fraudulent	ADJ
gujaf-370	75	9	activities	activity	NOUN
gujaf-370	75	10	and	and	CCONJ
gujaf-370	75	11	ensuring	ensure	VERB
gujaf-370	75	12	that	that	SCONJ
gujaf-370	75	13	the	the	DET
gujaf-370	75	14	financial	financial	ADJ
gujaf-370	75	15	activities	activity	NOUN
gujaf-370	75	16	of	of	ADP
gujaf-370	75	17	the	the	DET
gujaf-370	75	18	organization	organization	NOUN
gujaf-370	75	19	are	be	AUX
gujaf-370	75	20	closely	closely	ADV
gujaf-370	75	21	monitored	monitor	VERB
gujaf-370	75	22	.	.	PUNCT
gujaf-370	76	1	second	second	ADJ
gujaf-370	76	2	,	,	PUNCT
gujaf-370	76	3	fraud	fraud	NOUN
gujaf-370	76	4	detection	detection	NOUN
gujaf-370	76	5	mechanisms	mechanism	NOUN
gujaf-370	76	6	,	,	PUNCT
gujaf-370	76	7	including	include	VERB
gujaf-370	76	8	the	the	DET
gujaf-370	76	9	use	use	NOUN
gujaf-370	76	10	of	of	ADP
gujaf-370	76	11	data	datum	NOUN
gujaf-370	76	12	analytics	analytic	NOUN
gujaf-370	76	13	and	and	CCONJ
gujaf-370	76	14	forensic	forensic	ADJ
gujaf-370	76	15	accounting	accounting	NOUN
gujaf-370	76	16	,	,	PUNCT
gujaf-370	76	17	are	be	AUX
gujaf-370	76	18	crucial	crucial	ADJ
gujaf-370	76	19	in	in	ADP
gujaf-370	76	20	identifying	identify	VERB
gujaf-370	76	21	irregularities	irregularity	NOUN
gujaf-370	76	22	and	and	CCONJ
gujaf-370	76	23	patterns	pattern	NOUN
gujaf-370	76	24	that	that	PRON
gujaf-370	76	25	may	may	AUX
gujaf-370	76	26	indicate	indicate	VERB
gujaf-370	76	27	fraudulent	fraudulent	ADJ
gujaf-370	76	28	behavior	behavior	NOUN
gujaf-370	76	29	.	.	PUNCT
gujaf-370	77	1	detection	detection	NOUN
gujaf-370	77	2	tools	tool	NOUN
gujaf-370	77	3	help	help	VERB
gujaf-370	77	4	organizations	organization	NOUN
gujaf-370	77	5	uncover	uncover	VERB
gujaf-370	77	6	fraud	fraud	NOUN
gujaf-370	77	7	early	early	ADV
gujaf-370	77	8	,	,	PUNCT
gujaf-370	77	9	reducing	reduce	VERB
gujaf-370	77	10	the	the	DET
gujaf-370	77	11	potential	potential	NOUN
gujaf-370	77	12	for	for	ADP
gujaf-370	77	13	financial	financial	ADJ
gujaf-370	77	14	losses	loss	NOUN
gujaf-370	77	15	and	and	CCONJ
gujaf-370	77	16	allowing	allow	VERB
gujaf-370	77	17	for	for	ADP
gujaf-370	77	18	swift	swift	ADJ
gujaf-370	77	19	corrective	corrective	ADJ
gujaf-370	77	20	action	action	NOUN
gujaf-370	77	21	(	(	PUNCT
gujaf-370	77	22	afriyie	afriyie	ADV
gujaf-370	77	23	et	et	PROPN
gujaf-370	77	24	al	al	PROPN
gujaf-370	77	25	.	.	PROPN
gujaf-370	77	26	,	,	PUNCT
gujaf-370	77	27	2022	2022	NUM
gujaf-370	77	28	)	)	PUNCT
gujaf-370	77	29	.	.	PUNCT
gujaf-370	78	1	in	in	ADP
gujaf-370	78	2	the	the	DET
gujaf-370	78	3	nigerian	nigerian	ADJ
gujaf-370	78	4	public	public	ADJ
gujaf-370	78	5	sector	sector	NOUN
gujaf-370	78	6	,	,	PUNCT
gujaf-370	78	7	fraud	fraud	NOUN
gujaf-370	78	8	management	management	NOUN
gujaf-370	78	9	remains	remain	VERB
gujaf-370	78	10	a	a	DET
gujaf-370	78	11	significant	significant	ADJ
gujaf-370	78	12	challenge	challenge	NOUN
gujaf-370	78	13	despite	despite	SCONJ
gujaf-370	78	14	the	the	DET
gujaf-370	78	15	establishment	establishment	NOUN
gujaf-370	78	16	of	of	ADP
gujaf-370	78	17	anti	anti	ADJ
gujaf-370	78	18	-	-	ADJ
gujaf-370	78	19	corruption	corruption	ADJ
gujaf-370	78	20	agencies	agency	NOUN
gujaf-370	78	21	and	and	CCONJ
gujaf-370	78	22	legislative	legislative	ADJ
gujaf-370	78	23	measures	measure	NOUN
gujaf-370	78	24	aimed	aim	VERB
gujaf-370	78	25	at	at	ADP
gujaf-370	78	26	curbing	curb	VERB
gujaf-370	78	27	fraudulent	fraudulent	ADJ
gujaf-370	78	28	activities	activity	NOUN
gujaf-370	78	29	.	.	PUNCT
gujaf-370	79	1	while	while	SCONJ
gujaf-370	79	2	agencies	agency	NOUN
gujaf-370	79	3	such	such	ADJ
gujaf-370	79	4	as	as	ADP
gujaf-370	79	5	the	the	DET
gujaf-370	79	6	economic	economic	ADJ
gujaf-370	79	7	and	and	CCONJ
gujaf-370	79	8	financial	financial	ADJ
gujaf-370	79	9	crimes	crime	NOUN
gujaf-370	79	10	commission	commission	PROPN
gujaf-370	79	11	(	(	PUNCT
gujaf-370	79	12	efcc	efcc	PROPN
gujaf-370	79	13	)	)	PUNCT
gujaf-370	79	14	and	and	CCONJ
gujaf-370	79	15	the	the	DET
gujaf-370	79	16	independent	independent	ADJ
gujaf-370	79	17	corrupt	corrupt	ADJ
gujaf-370	79	18	practices	practice	NOUN
gujaf-370	79	19	and	and	CCONJ
gujaf-370	79	20	other	other	ADJ
gujaf-370	79	21	related	related	ADJ
gujaf-370	79	22	offences	offence	NOUN
gujaf-370	79	23	commission	commission	NOUN
gujaf-370	79	24	(	(	PUNCT
gujaf-370	79	25	icpc	icpc	PROPN
gujaf-370	79	26	)	)	PUNCT
gujaf-370	79	27	play	play	VERB
gujaf-370	79	28	vital	vital	ADJ
gujaf-370	79	29	roles	role	NOUN
gujaf-370	79	30	in	in	ADP
gujaf-370	79	31	fraud	fraud	NOUN
gujaf-370	79	32	detection	detection	NOUN
gujaf-370	79	33	and	and	CCONJ
gujaf-370	79	34	prosecution	prosecution	NOUN
gujaf-370	79	35	,	,	PUNCT
gujaf-370	79	36	internal	internal	ADJ
gujaf-370	79	37	fraud	fraud	NOUN
gujaf-370	79	38	management	management	NOUN
gujaf-370	79	39	systems	system	NOUN
gujaf-370	79	40	within	within	ADP
gujaf-370	79	41	ministries	ministry	NOUN
gujaf-370	79	42	are	be	AUX
gujaf-370	79	43	often	often	ADV
gujaf-370	79	44	weak	weak	ADJ
gujaf-370	79	45	and	and	CCONJ
gujaf-370	79	46	insufficiently	insufficiently	ADV
gujaf-370	79	47	resourced	resource	VERB
gujaf-370	79	48	(	(	PUNCT
gujaf-370	79	49	akeem	akeem	PROPN
gujaf-370	79	50	&	&	CCONJ
gujaf-370	79	51	abiola	abiola	PROPN
gujaf-370	79	52	,	,	PUNCT
gujaf-370	79	53	2018	2018	NUM
gujaf-370	79	54	)	)	PUNCT
gujaf-370	79	55	.	.	PUNCT
gujaf-370	80	1	this	this	PRON
gujaf-370	80	2	creates	create	VERB
gujaf-370	80	3	an	an	DET
gujaf-370	80	4	environment	environment	NOUN
gujaf-370	80	5	where	where	SCONJ
gujaf-370	80	6	fraud	fraud	NOUN
gujaf-370	80	7	can	can	AUX
gujaf-370	80	8	go	go	VERB
gujaf-370	80	9	undetected	undetected	ADJ
gujaf-370	80	10	for	for	ADP
gujaf-370	80	11	extended	extended	ADJ
gujaf-370	80	12	periods	period	NOUN
gujaf-370	80	13	,	,	PUNCT
gujaf-370	80	14	leading	lead	VERB
gujaf-370	80	15	to	to	ADP
gujaf-370	80	16	severe	severe	ADJ
gujaf-370	80	17	financial	financial	ADJ
gujaf-370	80	18	losses	loss	NOUN
gujaf-370	80	19	and	and	CCONJ
gujaf-370	80	20	damage	damage	NOUN
gujaf-370	80	21	to	to	ADP
gujaf-370	80	22	public	public	ADJ
gujaf-370	80	23	confidence.it	confidence.it	NOUN
gujaf-370	80	24	is	be	AUX
gujaf-370	80	25	because	because	SCONJ
gujaf-370	80	26	of	of	ADP
gujaf-370	80	27	these	these	PRON
gujaf-370	80	28	that	that	SCONJ
gujaf-370	80	29	the	the	DET
gujaf-370	80	30	need	need	NOUN
gujaf-370	80	31	for	for	ADP
gujaf-370	80	32	need	need	NOUN
gujaf-370	80	33	for	for	ADP
gujaf-370	80	34	specialized	specialized	ADJ
gujaf-370	80	35	tools	tool	NOUN
gujaf-370	80	36	and	and	CCONJ
gujaf-370	80	37	skills	skill	NOUN
gujaf-370	80	38	for	for	ADP
gujaf-370	80	39	combating	combat	VERB
gujaf-370	80	40	fraud	fraud	NOUN
gujaf-370	80	41	is	be	AUX
gujaf-370	80	42	necessary	necessary	ADJ
gujaf-370	80	43	.	.	PUNCT
gujaf-370	81	1	forensic	forensic	ADJ
gujaf-370	81	2	accounting	accounting	NOUN
gujaf-370	81	3	skills	skill	NOUN
gujaf-370	81	4	forensic	forensic	ADJ
gujaf-370	81	5	accounting	accounting	NOUN
gujaf-370	81	6	skills	skill	NOUN
gujaf-370	81	7	are	be	AUX
gujaf-370	81	8	the	the	DET
gujaf-370	81	9	specialized	specialized	ADJ
gujaf-370	81	10	abilities	ability	NOUN
gujaf-370	81	11	that	that	PRON
gujaf-370	81	12	forensic	forensic	ADJ
gujaf-370	81	13	accountants	accountant	NOUN
gujaf-370	81	14	utilize	utilize	VERB
gujaf-370	81	15	to	to	PART
gujaf-370	81	16	investigate	investigate	VERB
gujaf-370	81	17	,	,	PUNCT
gujaf-370	81	18	detect	detect	NOUN
gujaf-370	81	19	,	,	PUNCT
gujaf-370	81	20	and	and	CCONJ
gujaf-370	81	21	prevent	prevent	VERB
gujaf-370	81	22	fraud	fraud	NOUN
gujaf-370	81	23	.	.	PUNCT
gujaf-370	82	1	these	these	DET
gujaf-370	82	2	skills	skill	NOUN
gujaf-370	82	3	include	include	VERB
gujaf-370	82	4	a	a	DET
gujaf-370	82	5	combination	combination	NOUN
gujaf-370	82	6	of	of	ADP
gujaf-370	82	7	accounting	accounting	NOUN
gujaf-370	82	8	knowledge	knowledge	NOUN
gujaf-370	82	9	,	,	PUNCT
gujaf-370	82	10	auditing	auditing	NOUN
gujaf-370	82	11	expertise	expertise	NOUN
gujaf-370	82	12	,	,	PUNCT
gujaf-370	82	13	investigative	investigative	ADJ
gujaf-370	82	14	techniques	technique	NOUN
gujaf-370	82	15	,	,	PUNCT
gujaf-370	82	16	and	and	CCONJ
gujaf-370	82	17	legal	legal	ADJ
gujaf-370	82	18	proficiency	proficiency	NOUN
gujaf-370	82	19	(	(	PUNCT
gujaf-370	82	20	alzahrane	alzahrane	ADJ
gujaf-370	82	21	,	,	PUNCT
gujaf-370	82	22	2024	2024	NUM
gujaf-370	82	23	)	)	PUNCT
gujaf-370	82	24	.	.	PUNCT
gujaf-370	83	1	according	accord	VERB
gujaf-370	83	2	to	to	ADP
gujaf-370	83	3	fadilah	fadilah	PROPN
gujaf-370	83	4	et	et	PROPN
gujaf-370	83	5	al	al	PROPN
gujaf-370	83	6	.	.	PROPN
gujaf-370	84	1	(	(	PUNCT
gujaf-370	84	2	2019	2019	NUM
gujaf-370	84	3	)	)	PUNCT
gujaf-370	84	4	,	,	PUNCT
gujaf-370	84	5	forensic	forensic	ADJ
gujaf-370	84	6	accounting	accounting	NOUN
gujaf-370	84	7	skills	skill	NOUN
gujaf-370	84	8	are	be	AUX
gujaf-370	84	9	a	a	DET
gujaf-370	84	10	blend	blend	NOUN
gujaf-370	84	11	of	of	ADP
gujaf-370	84	12	accounting	accounting	NOUN
gujaf-370	84	13	knowledge	knowledge	NOUN
gujaf-370	84	14	and	and	CCONJ
gujaf-370	84	15	investigative	investigative	ADJ
gujaf-370	84	16	techniques	technique	NOUN
gujaf-370	84	17	used	use	VERB
gujaf-370	84	18	to	to	PART
gujaf-370	84	19	resolve	resolve	VERB
gujaf-370	84	20	financial	financial	ADJ
gujaf-370	84	21	crimes	crime	NOUN
gujaf-370	84	22	and	and	CCONJ
gujaf-370	84	23	provide	provide	VERB
gujaf-370	84	24	legal	legal	ADJ
gujaf-370	84	25	evidence	evidence	NOUN
gujaf-370	84	26	.	.	PUNCT
gujaf-370	85	1	forensic	forensic	ADJ
gujaf-370	85	2	accounting	accounting	NOUN
gujaf-370	85	3	skills	skill	NOUN
gujaf-370	85	4	contribute	contribute	VERB
gujaf-370	85	5	to	to	ADP
gujaf-370	85	6	fraud	fraud	NOUN
gujaf-370	85	7	management	management	NOUN
gujaf-370	85	8	by	by	ADP
gujaf-370	85	9	enabling	enable	VERB
gujaf-370	85	10	organizations	organization	NOUN
gujaf-370	85	11	to	to	PART
gujaf-370	85	12	uncover	uncover	VERB
gujaf-370	85	13	complex	complex	ADJ
gujaf-370	85	14	fraud	fraud	NOUN
gujaf-370	85	15	schemes	scheme	NOUN
gujaf-370	85	16	that	that	PRON
gujaf-370	85	17	may	may	AUX
gujaf-370	85	18	be	be	AUX
gujaf-370	85	19	difficult	difficult	ADJ
gujaf-370	85	20	to	to	PART
gujaf-370	85	21	detect	detect	VERB
gujaf-370	85	22	through	through	ADP
gujaf-370	85	23	traditional	traditional	ADJ
gujaf-370	85	24	auditing	auditing	NOUN
gujaf-370	85	25	methods	method	NOUN
gujaf-370	85	26	.	.	PUNCT
gujaf-370	86	1	for	for	ADP
gujaf-370	86	2	example	example	NOUN
gujaf-370	86	3	,	,	PUNCT
gujaf-370	86	4	forensic	forensic	ADJ
gujaf-370	86	5	accountants	accountant	NOUN
gujaf-370	86	6	can	can	AUX
gujaf-370	86	7	use	use	VERB
gujaf-370	86	8	data	data	NOUN
gujaf-370	86	9	analytics	analytic	NOUN
gujaf-370	86	10	to	to	PART
gujaf-370	86	11	identify	identify	VERB
gujaf-370	86	12	suspicious	suspicious	ADJ
gujaf-370	86	13	patterns	pattern	NOUN
gujaf-370	86	14	in	in	ADP
gujaf-370	86	15	financial	financial	ADJ
gujaf-370	86	16	transactions	transaction	NOUN
gujaf-370	86	17	,	,	PUNCT
gujaf-370	86	18	flagging	flag	VERB
gujaf-370	86	19	potential	potential	ADJ
gujaf-370	86	20	instances	instance	NOUN
gujaf-370	86	21	of	of	ADP
gujaf-370	86	22	fraud	fraud	NOUN
gujaf-370	86	23	(	(	PUNCT
gujaf-370	86	24	alabi	alabi	NOUN
gujaf-370	86	25	&	&	CCONJ
gujaf-370	86	26	ogunde	ogunde	PROPN
gujaf-370	86	27	,	,	PUNCT
gujaf-370	86	28	2021	2021	NUM
gujaf-370	86	29	)	)	PUNCT
gujaf-370	86	30	.	.	PUNCT
gujaf-370	87	1	additionally	additionally	ADV
gujaf-370	87	2	,	,	PUNCT
gujaf-370	87	3	forensic	forensic	ADJ
gujaf-370	87	4	accountants	accountant	NOUN
gujaf-370	87	5	are	be	AUX
gujaf-370	87	6	trained	train	VERB
gujaf-370	87	7	to	to	PART
gujaf-370	87	8	collect	collect	VERB
gujaf-370	87	9	and	and	CCONJ
gujaf-370	87	10	preserve	preserve	VERB
gujaf-370	87	11	evidence	evidence	NOUN
gujaf-370	87	12	in	in	ADP
gujaf-370	87	13	a	a	DET
gujaf-370	87	14	way	way	NOUN
gujaf-370	87	15	that	that	PRON
gujaf-370	87	16	can	can	AUX
gujaf-370	87	17	be	be	AUX
gujaf-370	87	18	used	use	VERB
gujaf-370	87	19	in	in	ADP
gujaf-370	87	20	legal	legal	ADJ
gujaf-370	87	21	proceedings	proceeding	NOUN
gujaf-370	87	22	,	,	PUNCT
gujaf-370	87	23	making	make	VERB
gujaf-370	87	24	them	they	PRON
gujaf-370	87	25	valuable	valuable	ADJ
gujaf-370	87	26	assets	asset	NOUN
gujaf-370	87	27	in	in	ADP
gujaf-370	87	28	both	both	CCONJ
gujaf-370	87	29	preventing	prevent	VERB
gujaf-370	87	30	and	and	CCONJ
gujaf-370	87	31	prosecuting	prosecute	VERB
gujaf-370	87	32	fraud	fraud	NOUN
gujaf-370	87	33	(	(	PUNCT
gujaf-370	87	34	adegbie	adegbie	NOUN
gujaf-370	87	35	et	et	PROPN
gujaf-370	87	36	al	al	PROPN
gujaf-370	87	37	.	.	PROPN
gujaf-370	87	38	,	,	PUNCT
gujaf-370	87	39	2019	2019	NUM
gujaf-370	87	40	)	)	PUNCT
gujaf-370	87	41	.	.	PUNCT
gujaf-370	88	1	in	in	ADP
gujaf-370	88	2	ministries	ministry	NOUN
gujaf-370	88	3	of	of	ADP
gujaf-370	88	4	finance	finance	NOUN
gujaf-370	88	5	,	,	PUNCT
gujaf-370	88	6	forensic	forensic	ADJ
gujaf-370	88	7	accounting	accounting	NOUN
gujaf-370	88	8	skills	skill	NOUN
gujaf-370	88	9	are	be	AUX
gujaf-370	88	10	particularly	particularly	ADV
gujaf-370	88	11	important	important	ADJ
gujaf-370	88	12	due	due	ADP
gujaf-370	88	13	to	to	ADP
gujaf-370	88	14	the	the	DET
gujaf-370	88	15	large	large	ADJ
gujaf-370	88	16	sums	sum	NOUN
gujaf-370	88	17	of	of	ADP
gujaf-370	88	18	money	money	NOUN
gujaf-370	88	19	managed	manage	VERB
gujaf-370	88	20	and	and	CCONJ
gujaf-370	88	21	the	the	DET
gujaf-370	88	22	complexity	complexity	NOUN
gujaf-370	88	23	of	of	ADP
gujaf-370	88	24	financial	financial	ADJ
gujaf-370	88	25	operations	operation	NOUN
gujaf-370	88	26	.	.	PUNCT
gujaf-370	89	1	these	these	DET
gujaf-370	89	2	skills	skill	NOUN
gujaf-370	89	3	enable	enable	VERB
gujaf-370	89	4	forensic	forensic	ADJ
gujaf-370	89	5	accountants	accountant	NOUN
gujaf-370	89	6	to	to	PART
gujaf-370	89	7	audit	audit	VERB
gujaf-370	89	8	financial	financial	ADJ
gujaf-370	89	9	statements	statement	NOUN
gujaf-370	89	10	,	,	PUNCT
gujaf-370	89	11	detect	detect	NOUN
gujaf-370	89	12	discrepancies	discrepancy	NOUN
gujaf-370	89	13	,	,	PUNCT
gujaf-370	89	14	and	and	CCONJ
gujaf-370	89	15	investigate	investigate	VERB
gujaf-370	89	16	potential	potential	ADJ
gujaf-370	89	17	instances	instance	NOUN
gujaf-370	89	18	of	of	ADP
gujaf-370	89	19	corruption	corruption	NOUN
gujaf-370	89	20	or	or	CCONJ
gujaf-370	89	21	misappropriation	misappropriation	NOUN
gujaf-370	89	22	of	of	ADP
gujaf-370	89	23	funds	fund	NOUN
gujaf-370	89	24	.	.	PUNCT
gujaf-370	90	1	by	by	ADP
gujaf-370	90	2	applying	apply	VERB
gujaf-370	90	3	forensic	forensic	ADJ
gujaf-370	90	4	accounting	accounting	NOUN
gujaf-370	90	5	skills	skill	NOUN
gujaf-370	90	6	,	,	PUNCT
gujaf-370	90	7	ministries	ministry	NOUN
gujaf-370	90	8	of	of	ADP
gujaf-370	90	9	finance	finance	NOUN
gujaf-370	90	10	can	can	AUX
gujaf-370	90	11	strengthen	strengthen	VERB
gujaf-370	90	12	their	their	PRON
gujaf-370	90	13	internal	internal	ADJ
gujaf-370	90	14	controls	control	NOUN
gujaf-370	90	15	,	,	PUNCT
gujaf-370	90	16	reduce	reduce	VERB
gujaf-370	90	17	opportunities	opportunity	NOUN
gujaf-370	90	18	for	for	ADP
gujaf-370	90	19	fraud	fraud	NOUN
gujaf-370	90	20	,	,	PUNCT
gujaf-370	90	21	and	and	CCONJ
gujaf-370	90	22	respond	respond	VERB
gujaf-370	90	23	more	more	ADV
gujaf-370	90	24	effectively	effectively	ADV
gujaf-370	90	25	to	to	ADP
gujaf-370	90	26	instances	instance	NOUN
gujaf-370	90	27	of	of	ADP
gujaf-370	90	28	financial	financial	ADJ
gujaf-370	90	29	misconduct	misconduct	NOUN
gujaf-370	90	30	(	(	PUNCT
gujaf-370	90	31	aderibigbe	aderibigbe	NOUN
gujaf-370	90	32	,	,	PUNCT
gujaf-370	90	33	2018	2018	NUM
gujaf-370	90	34	)	)	PUNCT
gujaf-370	90	35	.	.	PUNCT
gujaf-370	91	1	these	these	DET
gujaf-370	91	2	forensic	forensic	ADJ
gujaf-370	91	3	accounting	accounting	NOUN
gujaf-370	91	4	skills	skill	NOUN
gujaf-370	91	5	are	be	AUX
gujaf-370	91	6	being	be	AUX
gujaf-370	91	7	listed	list	VERB
gujaf-370	91	8	and	and	CCONJ
gujaf-370	91	9	discussed	discuss	VERB
gujaf-370	91	10	below	below	ADV
gujaf-370	91	11	,	,	PUNCT
gujaf-370	91	12	and	and	CCONJ
gujaf-370	91	13	they	they	PRON
gujaf-370	91	14	are	be	AUX
gujaf-370	91	15	as	as	SCONJ
gujaf-370	91	16	follows	follow	VERB
gujaf-370	91	17	i.	i.	PROPN
gujaf-370	91	18	communication	communication	NOUN
gujaf-370	91	19	skills	skill	NOUN
gujaf-370	91	20	are	be	AUX
gujaf-370	91	21	essential	essential	ADJ
gujaf-370	91	22	in	in	ADP
gujaf-370	91	23	forensic	forensic	ADJ
gujaf-370	91	24	accounting	accounting	NOUN
gujaf-370	91	25	,	,	PUNCT
gujaf-370	91	26	as	as	SCONJ
gujaf-370	91	27	they	they	PRON
gujaf-370	91	28	enable	enable	VERB
gujaf-370	91	29	forensic	forensic	ADJ
gujaf-370	91	30	accountants	accountant	NOUN
gujaf-370	91	31	to	to	PART
gujaf-370	91	32	clearly	clearly	ADV
gujaf-370	91	33	present	present	VERB
gujaf-370	91	34	their	their	PRON
gujaf-370	91	35	findings	finding	NOUN
gujaf-370	91	36	,	,	PUNCT
gujaf-370	91	37	collaborate	collaborate	VERB
gujaf-370	91	38	with	with	ADP
gujaf-370	91	39	stakeholders	stakeholder	NOUN
gujaf-370	91	40	,	,	PUNCT
gujaf-370	91	41	and	and	CCONJ
gujaf-370	91	42	provide	provide	VERB
gujaf-370	91	43	expert	expert	NOUN
gujaf-370	91	44	testimony	testimony	NOUN
gujaf-370	91	45	in	in	ADP
gujaf-370	91	46	legal	legal	ADJ
gujaf-370	91	47	proceedings	proceeding	NOUN
gujaf-370	91	48	.	.	PUNCT
gujaf-370	92	1	according	accord	VERB
gujaf-370	92	2	to	to	ADP
gujaf-370	92	3	allan	allan	PROPN
gujaf-370	92	4	et	et	PROPN
gujaf-370	92	5	al	al	PROPN
gujaf-370	92	6	.	.	PROPN
gujaf-370	93	1	(	(	PUNCT
gujaf-370	93	2	2018	2018	NUM
gujaf-370	93	3	)	)	PUNCT
gujaf-370	93	4	,	,	PUNCT
gujaf-370	93	5	communication	communication	NOUN
gujaf-370	93	6	skills	skill	NOUN
gujaf-370	93	7	in	in	ADP
gujaf-370	93	8	forensic	forensic	ADJ
gujaf-370	93	9	accounting	accounting	NOUN
gujaf-370	93	10	gusau	gusau	PROPN
gujaf-370	93	11	journal	journal	NOUN
gujaf-370	93	12	of	of	ADP
gujaf-370	93	13	accounting	accounting	NOUN
gujaf-370	93	14	and	and	CCONJ
gujaf-370	93	15	finance	finance	NOUN
gujaf-370	93	16	,	,	PUNCT
gujaf-370	93	17	vol.6	vol.6	PROPN
gujaf-370	93	18	,	,	PUNCT
gujaf-370	93	19	issue	issue	NOUN
gujaf-370	93	20	1	1	NUM
gujaf-370	93	21	,	,	PUNCT
gujaf-370	93	22	april	april	PROPN
gujaf-370	93	23	,	,	PUNCT
gujaf-370	93	24	2025	2025	NUM
gujaf-370	93	25	98	98	NUM
gujaf-370	93	26	involve	involve	VERB
gujaf-370	93	27	the	the	DET
gujaf-370	93	28	ability	ability	NOUN
gujaf-370	93	29	to	to	PART
gujaf-370	93	30	convey	convey	VERB
gujaf-370	93	31	complex	complex	ADJ
gujaf-370	93	32	financial	financial	ADJ
gujaf-370	93	33	information	information	NOUN
gujaf-370	93	34	in	in	ADP
gujaf-370	93	35	both	both	DET
gujaf-370	93	36	written	write	VERB
gujaf-370	93	37	and	and	CCONJ
gujaf-370	93	38	verbal	verbal	ADJ
gujaf-370	93	39	formats	format	NOUN
gujaf-370	93	40	.	.	PUNCT
gujaf-370	94	1	alshurafat	alshurafat	PROPN
gujaf-370	94	2	et	et	PROPN
gujaf-370	94	3	al	al	PROPN
gujaf-370	94	4	.	.	PROPN
gujaf-370	95	1	(	(	PUNCT
gujaf-370	95	2	2020	2020	NUM
gujaf-370	95	3	)	)	PUNCT
gujaf-370	95	4	define	define	VERB
gujaf-370	95	5	communication	communication	NOUN
gujaf-370	95	6	skills	skill	NOUN
gujaf-370	95	7	as	as	ADP
gujaf-370	95	8	the	the	DET
gujaf-370	95	9	capacity	capacity	NOUN
gujaf-370	95	10	to	to	PART
gujaf-370	95	11	engage	engage	VERB
gujaf-370	95	12	with	with	ADP
gujaf-370	95	13	various	various	ADJ
gujaf-370	95	14	stakeholders	stakeholder	NOUN
gujaf-370	95	15	,	,	PUNCT
gujaf-370	95	16	including	include	VERB
gujaf-370	95	17	regulators	regulator	NOUN
gujaf-370	95	18	,	,	PUNCT
gujaf-370	95	19	law	law	NOUN
gujaf-370	95	20	enforcement	enforcement	NOUN
gujaf-370	95	21	,	,	PUNCT
gujaf-370	95	22	and	and	CCONJ
gujaf-370	95	23	legal	legal	ADJ
gujaf-370	95	24	teams	team	NOUN
gujaf-370	95	25	,	,	PUNCT
gujaf-370	95	26	to	to	PART
gujaf-370	95	27	ensure	ensure	VERB
gujaf-370	95	28	that	that	SCONJ
gujaf-370	95	29	fraud	fraud	NOUN
gujaf-370	95	30	investigations	investigation	NOUN
gujaf-370	95	31	are	be	AUX
gujaf-370	95	32	properly	properly	ADV
gujaf-370	95	33	understood	understand	VERB
gujaf-370	95	34	and	and	CCONJ
gujaf-370	95	35	acted	act	VERB
gujaf-370	95	36	upon	upon	SCONJ
gujaf-370	95	37	.	.	PUNCT
gujaf-370	96	1	dubinina	dubinina	PROPN
gujaf-370	96	2	et	et	PROPN
gujaf-370	96	3	al	al	PROPN
gujaf-370	96	4	.	.	PROPN
gujaf-370	97	1	(	(	PUNCT
gujaf-370	97	2	2018	2018	NUM
gujaf-370	97	3	)	)	PUNCT
gujaf-370	97	4	add	add	VERB
gujaf-370	97	5	that	that	SCONJ
gujaf-370	97	6	communication	communication	NOUN
gujaf-370	97	7	skills	skill	NOUN
gujaf-370	97	8	also	also	ADV
gujaf-370	97	9	include	include	VERB
gujaf-370	97	10	the	the	DET
gujaf-370	97	11	ability	ability	NOUN
gujaf-370	97	12	to	to	PART
gujaf-370	97	13	translate	translate	VERB
gujaf-370	97	14	technical	technical	ADJ
gujaf-370	97	15	financial	financial	ADJ
gujaf-370	97	16	details	detail	NOUN
gujaf-370	97	17	into	into	ADP
gujaf-370	97	18	accessible	accessible	ADJ
gujaf-370	97	19	language	language	NOUN
gujaf-370	97	20	for	for	ADP
gujaf-370	97	21	non	non	ADJ
gujaf-370	97	22	-	-	ADJ
gujaf-370	97	23	financial	financial	ADJ
gujaf-370	97	24	stakeholders	stakeholder	NOUN
gujaf-370	97	25	.	.	PUNCT
gujaf-370	98	1	ii	ii	PROPN
gujaf-370	98	2	.	.	PUNCT
gujaf-370	99	1	forensic	forensic	ADJ
gujaf-370	99	2	accountants	accountant	NOUN
gujaf-370	99	3	rely	rely	VERB
gujaf-370	99	4	on	on	ADP
gujaf-370	99	5	strong	strong	ADJ
gujaf-370	99	6	communication	communication	NOUN
gujaf-370	99	7	skills	skill	NOUN
gujaf-370	99	8	to	to	PART
gujaf-370	99	9	explain	explain	VERB
gujaf-370	99	10	their	their	PRON
gujaf-370	99	11	investigative	investigative	ADJ
gujaf-370	99	12	processes	process	NOUN
gujaf-370	99	13	,	,	PUNCT
gujaf-370	99	14	present	present	ADJ
gujaf-370	99	15	evidence	evidence	NOUN
gujaf-370	99	16	,	,	PUNCT
gujaf-370	99	17	and	and	CCONJ
gujaf-370	99	18	ensure	ensure	VERB
gujaf-370	99	19	that	that	SCONJ
gujaf-370	99	20	their	their	PRON
gujaf-370	99	21	findings	finding	NOUN
gujaf-370	99	22	are	be	AUX
gujaf-370	99	23	understood	understand	VERB
gujaf-370	99	24	by	by	ADP
gujaf-370	99	25	all	all	DET
gujaf-370	99	26	parties	party	NOUN
gujaf-370	99	27	involved	involve	VERB
gujaf-370	99	28	.	.	PUNCT
gujaf-370	100	1	in	in	ADP
gujaf-370	100	2	the	the	DET
gujaf-370	100	3	public	public	ADJ
gujaf-370	100	4	sector	sector	NOUN
gujaf-370	100	5	,	,	PUNCT
gujaf-370	100	6	where	where	SCONJ
gujaf-370	100	7	ministries	ministry	NOUN
gujaf-370	100	8	of	of	ADP
gujaf-370	100	9	finance	finance	NOUN
gujaf-370	100	10	often	often	ADV
gujaf-370	100	11	interact	interact	VERB
gujaf-370	100	12	with	with	ADP
gujaf-370	100	13	multiple	multiple	ADJ
gujaf-370	100	14	stakeholders	stakeholder	NOUN
gujaf-370	100	15	ranging	range	VERB
gujaf-370	100	16	from	from	ADP
gujaf-370	100	17	government	government	NOUN
gujaf-370	100	18	officials	official	NOUN
gujaf-370	100	19	to	to	PART
gujaf-370	100	20	law	law	VERB
gujaf-370	100	21	enforcement	enforcement	NOUN
gujaf-370	100	22	effective	effective	ADJ
gujaf-370	100	23	communication	communication	NOUN
gujaf-370	100	24	is	be	AUX
gujaf-370	100	25	crucial	crucial	ADJ
gujaf-370	100	26	for	for	ADP
gujaf-370	100	27	ensuring	ensure	VERB
gujaf-370	100	28	that	that	SCONJ
gujaf-370	100	29	fraud	fraud	NOUN
gujaf-370	100	30	cases	case	NOUN
gujaf-370	100	31	are	be	AUX
gujaf-370	100	32	properly	properly	ADV
gujaf-370	100	33	investigated	investigate	VERB
gujaf-370	100	34	and	and	CCONJ
gujaf-370	100	35	prosecuted	prosecute	VERB
gujaf-370	100	36	.	.	PUNCT
gujaf-370	101	1	iii	iii	X
gujaf-370	101	2	.	.	PUNCT
gujaf-370	102	1	clear	clear	ADJ
gujaf-370	102	2	communication	communication	NOUN
gujaf-370	102	3	is	be	AUX
gujaf-370	102	4	particularly	particularly	ADV
gujaf-370	102	5	important	important	ADJ
gujaf-370	102	6	when	when	SCONJ
gujaf-370	102	7	forensic	forensic	ADJ
gujaf-370	102	8	accountants	accountant	NOUN
gujaf-370	102	9	are	be	AUX
gujaf-370	102	10	called	call	VERB
gujaf-370	102	11	upon	upon	SCONJ
gujaf-370	102	12	to	to	PART
gujaf-370	102	13	testify	testify	VERB
gujaf-370	102	14	in	in	ADP
gujaf-370	102	15	court	court	NOUN
gujaf-370	102	16	.	.	PUNCT
gujaf-370	103	1	forensic	forensic	ADJ
gujaf-370	103	2	accountants	accountant	NOUN
gujaf-370	103	3	must	must	AUX
gujaf-370	103	4	be	be	AUX
gujaf-370	103	5	able	able	ADJ
gujaf-370	103	6	to	to	PART
gujaf-370	103	7	articulate	articulate	VERB
gujaf-370	103	8	their	their	PRON
gujaf-370	103	9	findings	finding	NOUN
gujaf-370	103	10	in	in	ADP
gujaf-370	103	11	a	a	DET
gujaf-370	103	12	way	way	NOUN
gujaf-370	103	13	that	that	PRON
gujaf-370	103	14	is	be	AUX
gujaf-370	103	15	comprehensible	comprehensible	ADJ
gujaf-370	103	16	to	to	ADP
gujaf-370	103	17	judges	judge	NOUN
gujaf-370	103	18	,	,	PUNCT
gujaf-370	103	19	lawyers	lawyer	NOUN
gujaf-370	103	20	,	,	PUNCT
gujaf-370	103	21	and	and	CCONJ
gujaf-370	103	22	juries	jury	NOUN
gujaf-370	103	23	who	who	PRON
gujaf-370	103	24	may	may	AUX
gujaf-370	103	25	not	not	PART
gujaf-370	103	26	have	have	VERB
gujaf-370	103	27	a	a	DET
gujaf-370	103	28	background	background	NOUN
gujaf-370	103	29	in	in	ADP
gujaf-370	103	30	finance	finance	NOUN
gujaf-370	103	31	.	.	PUNCT
gujaf-370	104	1	this	this	PRON
gujaf-370	104	2	involves	involve	VERB
gujaf-370	104	3	not	not	PART
gujaf-370	104	4	only	only	ADV
gujaf-370	104	5	presenting	present	VERB
gujaf-370	104	6	technical	technical	ADJ
gujaf-370	104	7	evidence	evidence	NOUN
gujaf-370	104	8	but	but	CCONJ
gujaf-370	104	9	also	also	ADV
gujaf-370	104	10	explaining	explain	VERB
gujaf-370	104	11	how	how	SCONJ
gujaf-370	104	12	the	the	DET
gujaf-370	104	13	evidence	evidence	NOUN
gujaf-370	104	14	supports	support	VERB
gujaf-370	104	15	the	the	DET
gujaf-370	104	16	case	case	NOUN
gujaf-370	104	17	for	for	ADP
gujaf-370	104	18	fraud	fraud	NOUN
gujaf-370	104	19	.	.	PUNCT
gujaf-370	105	1	in	in	ADP
gujaf-370	105	2	ministries	ministry	NOUN
gujaf-370	105	3	of	of	ADP
gujaf-370	105	4	finance	finance	NOUN
gujaf-370	105	5	,	,	PUNCT
gujaf-370	105	6	where	where	SCONJ
gujaf-370	105	7	forensic	forensic	ADJ
gujaf-370	105	8	accountants	accountant	NOUN
gujaf-370	105	9	may	may	AUX
gujaf-370	105	10	be	be	AUX
gujaf-370	105	11	involved	involve	VERB
gujaf-370	105	12	in	in	ADP
gujaf-370	105	13	investigating	investigate	VERB
gujaf-370	105	14	large	large	ADJ
gujaf-370	105	15	-	-	PUNCT
gujaf-370	105	16	scale	scale	NOUN
gujaf-370	105	17	corruption	corruption	NOUN
gujaf-370	105	18	or	or	CCONJ
gujaf-370	105	19	financial	financial	ADJ
gujaf-370	105	20	mismanagement	mismanagement	NOUN
gujaf-370	105	21	,	,	PUNCT
gujaf-370	105	22	effective	effective	ADJ
gujaf-370	105	23	communication	communication	NOUN
gujaf-370	105	24	can	can	AUX
gujaf-370	105	25	make	make	VERB
gujaf-370	105	26	the	the	DET
gujaf-370	105	27	difference	difference	NOUN
gujaf-370	105	28	between	between	ADP
gujaf-370	105	29	a	a	DET
gujaf-370	105	30	successful	successful	ADJ
gujaf-370	105	31	prosecution	prosecution	NOUN
gujaf-370	105	32	and	and	CCONJ
gujaf-370	105	33	a	a	DET
gujaf-370	105	34	failed	failed	ADJ
gujaf-370	105	35	case	case	NOUN
gujaf-370	105	36	(	(	PUNCT
gujaf-370	105	37	fadilah	fadilah	PROPN
gujaf-370	105	38	et	et	PROPN
gujaf-370	105	39	al	al	PROPN
gujaf-370	105	40	.	.	PROPN
gujaf-370	105	41	,	,	PUNCT
gujaf-370	105	42	2019	2019	NUM
gujaf-370	105	43	)	)	PUNCT
gujaf-370	105	44	.	.	PUNCT
gujaf-370	106	1	iv	iv	X
gujaf-370	106	2	.	.	PUNCT
gujaf-370	106	3	technological	technological	ADJ
gujaf-370	106	4	proficiency	proficiency	NOUN
gujaf-370	106	5	is	be	AUX
gujaf-370	106	6	increasingly	increasingly	ADV
gujaf-370	106	7	important	important	ADJ
gujaf-370	106	8	in	in	ADP
gujaf-370	106	9	forensic	forensic	ADJ
gujaf-370	106	10	accounting	accounting	NOUN
gujaf-370	106	11	,	,	PUNCT
gujaf-370	106	12	particularly	particularly	ADV
gujaf-370	106	13	as	as	SCONJ
gujaf-370	106	14	fraud	fraud	NOUN
gujaf-370	106	15	schemes	scheme	NOUN
gujaf-370	106	16	grow	grow	VERB
gujaf-370	106	17	more	more	ADV
gujaf-370	106	18	complex	complex	ADJ
gujaf-370	106	19	and	and	CCONJ
gujaf-370	106	20	sophisticated	sophisticated	ADJ
gujaf-370	106	21	.	.	PUNCT
gujaf-370	107	1	according	accord	VERB
gujaf-370	107	2	to	to	ADP
gujaf-370	107	3	kiliç	kiliç	PROPN
gujaf-370	107	4	(	(	PUNCT
gujaf-370	107	5	2020	2020	NUM
gujaf-370	107	6	)	)	PUNCT
gujaf-370	107	7	,	,	PUNCT
gujaf-370	107	8	technology	technology	NOUN
gujaf-370	107	9	skills	skill	NOUN
gujaf-370	107	10	in	in	ADP
gujaf-370	107	11	forensic	forensic	ADJ
gujaf-370	107	12	accounting	accounting	NOUN
gujaf-370	107	13	refer	refer	NOUN
gujaf-370	107	14	to	to	ADP
gujaf-370	107	15	the	the	DET
gujaf-370	107	16	ability	ability	NOUN
gujaf-370	107	17	to	to	PART
gujaf-370	107	18	use	use	VERB
gujaf-370	107	19	data	datum	NOUN
gujaf-370	107	20	analytics	analytic	NOUN
gujaf-370	107	21	tools	tool	NOUN
gujaf-370	107	22	,	,	PUNCT
gujaf-370	107	23	software	software	NOUN
gujaf-370	107	24	,	,	PUNCT
gujaf-370	107	25	and	and	CCONJ
gujaf-370	107	26	forensic	forensic	ADJ
gujaf-370	107	27	accounting	accounting	NOUN
gujaf-370	107	28	systems	system	NOUN
gujaf-370	107	29	to	to	PART
gujaf-370	107	30	detect	detect	VERB
gujaf-370	107	31	and	and	CCONJ
gujaf-370	107	32	prevent	prevent	VERB
gujaf-370	107	33	fraud	fraud	NOUN
gujaf-370	107	34	.	.	PUNCT
gujaf-370	108	1	alshurafat	alshurafat	PROPN
gujaf-370	108	2	et	et	PROPN
gujaf-370	108	3	al	al	PROPN
gujaf-370	108	4	.	.	PROPN
gujaf-370	109	1	(	(	PUNCT
gujaf-370	109	2	2021	2021	NUM
gujaf-370	109	3	)	)	PUNCT
gujaf-370	109	4	describe	describe	VERB
gujaf-370	109	5	technological	technological	ADJ
gujaf-370	109	6	proficiency	proficiency	NOUN
gujaf-370	109	7	as	as	SCONJ
gujaf-370	109	8	the	the	DET
gujaf-370	109	9	competency	competency	NOUN
gujaf-370	109	10	to	to	PART
gujaf-370	109	11	apply	apply	VERB
gujaf-370	109	12	digital	digital	ADJ
gujaf-370	109	13	tools	tool	NOUN
gujaf-370	109	14	such	such	ADJ
gujaf-370	109	15	as	as	ADP
gujaf-370	109	16	artificial	artificial	ADJ
gujaf-370	109	17	intelligence	intelligence	NOUN
gujaf-370	109	18	(	(	PUNCT
gujaf-370	109	19	ai	ai	NOUN
gujaf-370	109	20	)	)	PUNCT
gujaf-370	109	21	and	and	CCONJ
gujaf-370	109	22	big	big	ADJ
gujaf-370	109	23	data	datum	NOUN
gujaf-370	109	24	analytics	analytic	NOUN
gujaf-370	109	25	to	to	PART
gujaf-370	109	26	identify	identify	VERB
gujaf-370	109	27	financial	financial	ADJ
gujaf-370	109	28	irregularities	irregularity	NOUN
gujaf-370	109	29	and	and	CCONJ
gujaf-370	109	30	patterns	pattern	NOUN
gujaf-370	109	31	indicative	indicative	ADJ
gujaf-370	109	32	of	of	ADP
gujaf-370	109	33	fraud	fraud	NOUN
gujaf-370	109	34	.	.	PUNCT
gujaf-370	110	1	botes	bote	NOUN
gujaf-370	110	2	and	and	CCONJ
gujaf-370	110	3	saadeh	saadeh	PROPN
gujaf-370	110	4	(	(	PUNCT
gujaf-370	110	5	2018	2018	NUM
gujaf-370	110	6	)	)	PUNCT
gujaf-370	110	7	further	far	ADV
gujaf-370	110	8	argue	argue	VERB
gujaf-370	110	9	that	that	SCONJ
gujaf-370	110	10	technology	technology	NOUN
gujaf-370	110	11	skills	skill	NOUN
gujaf-370	110	12	enable	enable	VERB
gujaf-370	110	13	forensic	forensic	ADJ
gujaf-370	110	14	accountants	accountant	NOUN
gujaf-370	110	15	to	to	PART
gujaf-370	110	16	leverage	leverage	VERB
gujaf-370	110	17	technological	technological	ADJ
gujaf-370	110	18	innovations	innovation	NOUN
gujaf-370	110	19	to	to	PART
gujaf-370	110	20	enhance	enhance	VERB
gujaf-370	110	21	fraud	fraud	NOUN
gujaf-370	110	22	detection	detection	NOUN
gujaf-370	110	23	and	and	CCONJ
gujaf-370	110	24	improve	improve	VERB
gujaf-370	110	25	the	the	DET
gujaf-370	110	26	efficiency	efficiency	NOUN
gujaf-370	110	27	of	of	ADP
gujaf-370	110	28	investigations	investigation	NOUN
gujaf-370	110	29	.	.	PUNCT
gujaf-370	111	1	forensic	forensic	ADJ
gujaf-370	111	2	accountants	accountant	NOUN
gujaf-370	111	3	equipped	equip	VERB
gujaf-370	111	4	with	with	ADP
gujaf-370	111	5	advanced	advanced	ADJ
gujaf-370	111	6	technology	technology	NOUN
gujaf-370	111	7	skills	skill	NOUN
gujaf-370	111	8	are	be	AUX
gujaf-370	111	9	better	well	ADJ
gujaf-370	111	10	able	able	ADJ
gujaf-370	111	11	to	to	PART
gujaf-370	111	12	detect	detect	VERB
gujaf-370	111	13	fraud	fraud	NOUN
gujaf-370	111	14	in	in	ADP
gujaf-370	111	15	large	large	ADJ
gujaf-370	111	16	datasets	dataset	NOUN
gujaf-370	111	17	,	,	PUNCT
gujaf-370	111	18	identify	identify	VERB
gujaf-370	111	19	patterns	pattern	NOUN
gujaf-370	111	20	of	of	ADP
gujaf-370	111	21	fraudulent	fraudulent	ADJ
gujaf-370	111	22	behavior	behavior	NOUN
gujaf-370	111	23	,	,	PUNCT
gujaf-370	111	24	and	and	CCONJ
gujaf-370	111	25	conduct	conduct	VERB
gujaf-370	111	26	more	more	ADJ
gujaf-370	111	27	thorough	thorough	ADJ
gujaf-370	111	28	investigations	investigation	NOUN
gujaf-370	111	29	.	.	PUNCT
gujaf-370	112	1	in	in	ADP
gujaf-370	112	2	the	the	DET
gujaf-370	112	3	public	public	ADJ
gujaf-370	112	4	sector	sector	NOUN
gujaf-370	112	5	,	,	PUNCT
gujaf-370	112	6	where	where	SCONJ
gujaf-370	112	7	financial	financial	ADJ
gujaf-370	112	8	transactions	transaction	NOUN
gujaf-370	112	9	are	be	AUX
gujaf-370	112	10	often	often	ADV
gujaf-370	112	11	vast	vast	ADJ
gujaf-370	112	12	and	and	CCONJ
gujaf-370	112	13	complex	complex	ADJ
gujaf-370	112	14	,	,	PUNCT
gujaf-370	112	15	the	the	DET
gujaf-370	112	16	ability	ability	NOUN
gujaf-370	112	17	to	to	PART
gujaf-370	112	18	use	use	VERB
gujaf-370	112	19	technology	technology	NOUN
gujaf-370	112	20	to	to	PART
gujaf-370	112	21	analyze	analyze	VERB
gujaf-370	112	22	data	datum	NOUN
gujaf-370	112	23	is	be	AUX
gujaf-370	112	24	essential	essential	ADJ
gujaf-370	112	25	for	for	ADP
gujaf-370	112	26	uncovering	uncover	VERB
gujaf-370	112	27	fraud	fraud	NOUN
gujaf-370	112	28	that	that	PRON
gujaf-370	112	29	would	would	AUX
gujaf-370	112	30	otherwise	otherwise	ADV
gujaf-370	112	31	go	go	VERB
gujaf-370	112	32	unnoticed	unnoticed	ADJ
gujaf-370	112	33	(	(	PUNCT
gujaf-370	112	34	alshurafat	alshurafat	PROPN
gujaf-370	112	35	et	et	PROPN
gujaf-370	112	36	al	al	PROPN
gujaf-370	112	37	.	.	PROPN
gujaf-370	112	38	,	,	PUNCT
gujaf-370	112	39	2021	2021	NUM
gujaf-370	112	40	)	)	PUNCT
gujaf-370	112	41	.	.	PUNCT
gujaf-370	113	1	for	for	ADP
gujaf-370	113	2	example	example	NOUN
gujaf-370	113	3	,	,	PUNCT
gujaf-370	113	4	data	datum	NOUN
gujaf-370	113	5	analytics	analytic	NOUN
gujaf-370	113	6	tools	tool	NOUN
gujaf-370	113	7	can	can	AUX
gujaf-370	113	8	be	be	AUX
gujaf-370	113	9	used	use	VERB
gujaf-370	113	10	to	to	PART
gujaf-370	113	11	flag	flag	VERB
gujaf-370	113	12	unusual	unusual	ADJ
gujaf-370	113	13	spending	spending	NOUN
gujaf-370	113	14	patterns	pattern	NOUN
gujaf-370	113	15	,	,	PUNCT
gujaf-370	113	16	identify	identify	VERB
gujaf-370	113	17	irregularities	irregularity	NOUN
gujaf-370	113	18	in	in	ADP
gujaf-370	113	19	financial	financial	ADJ
gujaf-370	113	20	records	record	NOUN
gujaf-370	113	21	,	,	PUNCT
gujaf-370	113	22	and	and	CCONJ
gujaf-370	113	23	detect	detect	VERB
gujaf-370	113	24	anomalies	anomaly	NOUN
gujaf-370	113	25	in	in	ADP
gujaf-370	113	26	procurement	procurement	NOUN
gujaf-370	113	27	processes	process	NOUN
gujaf-370	113	28	(	(	PUNCT
gujaf-370	113	29	fadilah	fadilah	PROPN
gujaf-370	113	30	et	et	PROPN
gujaf-370	113	31	al	al	PROPN
gujaf-370	113	32	.	.	PROPN
gujaf-370	113	33	,	,	PUNCT
gujaf-370	113	34	2019	2019	NUM
gujaf-370	113	35	)	)	PUNCT
gujaf-370	113	36	.	.	PUNCT
gujaf-370	114	1	in	in	ADP
gujaf-370	114	2	ministries	ministry	NOUN
gujaf-370	114	3	of	of	ADP
gujaf-370	114	4	finance	finance	NOUN
gujaf-370	114	5	,	,	PUNCT
gujaf-370	114	6	technological	technological	ADJ
gujaf-370	114	7	proficiency	proficiency	NOUN
gujaf-370	114	8	allows	allow	VERB
gujaf-370	114	9	forensic	forensic	ADJ
gujaf-370	114	10	accountants	accountant	NOUN
gujaf-370	114	11	to	to	PART
gujaf-370	114	12	monitor	monitor	VERB
gujaf-370	114	13	financial	financial	ADJ
gujaf-370	114	14	transactions	transaction	NOUN
gujaf-370	114	15	in	in	ADP
gujaf-370	114	16	real	real	ADJ
gujaf-370	114	17	time	time	NOUN
gujaf-370	114	18	,	,	PUNCT
gujaf-370	114	19	enabling	enable	VERB
gujaf-370	114	20	early	early	ADJ
gujaf-370	114	21	detection	detection	NOUN
gujaf-370	114	22	of	of	ADP
gujaf-370	114	23	potential	potential	ADJ
gujaf-370	114	24	fraud	fraud	NOUN
gujaf-370	114	25	.	.	PUNCT
gujaf-370	115	1	this	this	DET
gujaf-370	115	2	proactive	proactive	ADJ
gujaf-370	115	3	approach	approach	NOUN
gujaf-370	115	4	to	to	ADP
gujaf-370	115	5	fraud	fraud	NOUN
gujaf-370	115	6	management	management	NOUN
gujaf-370	115	7	reduces	reduce	VERB
gujaf-370	115	8	the	the	DET
gujaf-370	115	9	likelihood	likelihood	NOUN
gujaf-370	115	10	of	of	ADP
gujaf-370	115	11	significant	significant	ADJ
gujaf-370	115	12	financial	financial	ADJ
gujaf-370	115	13	losses	loss	NOUN
gujaf-370	115	14	and	and	CCONJ
gujaf-370	115	15	helps	help	VERB
gujaf-370	115	16	ministries	ministry	NOUN
gujaf-370	115	17	address	address	VERB
gujaf-370	115	18	fraudulent	fraudulent	ADJ
gujaf-370	115	19	activities	activity	NOUN
gujaf-370	115	20	before	before	SCONJ
gujaf-370	115	21	they	they	PRON
gujaf-370	115	22	escalate	escalate	VERB
gujaf-370	115	23	(	(	PUNCT
gujaf-370	115	24	kiliç	kiliç	PROPN
gujaf-370	115	25	,	,	PUNCT
gujaf-370	115	26	2020	2020	NUM
gujaf-370	115	27	)	)	PUNCT
gujaf-370	115	28	.	.	PUNCT
gujaf-370	116	1	furthermore	furthermore	ADV
gujaf-370	116	2	,	,	PUNCT
gujaf-370	116	3	technology	technology	NOUN
gujaf-370	116	4	skills	skill	NOUN
gujaf-370	116	5	enable	enable	VERB
gujaf-370	116	6	forensic	forensic	ADJ
gujaf-370	116	7	accountants	accountant	NOUN
gujaf-370	116	8	to	to	PART
gujaf-370	116	9	automate	automate	VERB
gujaf-370	116	10	routine	routine	ADJ
gujaf-370	116	11	tasks	task	NOUN
gujaf-370	116	12	such	such	ADJ
gujaf-370	116	13	as	as	ADP
gujaf-370	116	14	data	datum	NOUN
gujaf-370	116	15	entry	entry	NOUN
gujaf-370	116	16	and	and	CCONJ
gujaf-370	116	17	reconciliation	reconciliation	NOUN
gujaf-370	116	18	,	,	PUNCT
gujaf-370	116	19	freeing	free	VERB
gujaf-370	116	20	up	up	ADP
gujaf-370	116	21	time	time	NOUN
gujaf-370	116	22	for	for	ADP
gujaf-370	116	23	more	more	ADJ
gujaf-370	116	24	in	in	ADP
gujaf-370	116	25	-	-	PUNCT
gujaf-370	116	26	depth	depth	NOUN
gujaf-370	116	27	investigations	investigation	NOUN
gujaf-370	116	28	into	into	ADP
gujaf-370	116	29	suspicious	suspicious	ADJ
gujaf-370	116	30	activities	activity	NOUN
gujaf-370	116	31	.	.	PUNCT
gujaf-370	117	1	by	by	ADP
gujaf-370	117	2	integrating	integrate	VERB
gujaf-370	117	3	technology	technology	NOUN
gujaf-370	117	4	into	into	ADP
gujaf-370	117	5	their	their	PRON
gujaf-370	117	6	investigative	investigative	ADJ
gujaf-370	117	7	processes	process	NOUN
gujaf-370	117	8	,	,	PUNCT
gujaf-370	117	9	forensic	forensic	ADJ
gujaf-370	117	10	accountants	accountant	NOUN
gujaf-370	117	11	can	can	AUX
gujaf-370	117	12	conduct	conduct	VERB
gujaf-370	117	13	more	more	ADV
gujaf-370	117	14	comprehensive	comprehensive	ADJ
gujaf-370	117	15	and	and	CCONJ
gujaf-370	117	16	efficient	efficient	ADJ
gujaf-370	117	17	fraud	fraud	NOUN
gujaf-370	117	18	investigations	investigation	NOUN
gujaf-370	117	19	.	.	PUNCT
gujaf-370	118	1	gusau	gusau	PROPN
gujaf-370	118	2	journal	journal	PROPN
gujaf-370	118	3	of	of	ADP
gujaf-370	118	4	accounting	accounting	NOUN
gujaf-370	118	5	and	and	CCONJ
gujaf-370	118	6	finance	finance	NOUN
gujaf-370	118	7	,	,	PUNCT
gujaf-370	118	8	vol.6	vol.6	PROPN
gujaf-370	118	9	,	,	PUNCT
gujaf-370	118	10	issue	issue	NOUN
gujaf-370	118	11	1	1	NUM
gujaf-370	118	12	,	,	PUNCT
gujaf-370	118	13	april	april	PROPN
gujaf-370	118	14	,	,	PUNCT
gujaf-370	118	15	2025	2025	NUM
gujaf-370	118	16	99	99	NUM
gujaf-370	118	17	accounting	accounting	NOUN
gujaf-370	118	18	and	and	CCONJ
gujaf-370	118	19	auditing	auditing	NOUN
gujaf-370	118	20	skills	skill	NOUN
gujaf-370	118	21	are	be	AUX
gujaf-370	118	22	fundamental	fundamental	ADJ
gujaf-370	118	23	competencies	competency	NOUN
gujaf-370	118	24	in	in	ADP
gujaf-370	118	25	forensic	forensic	ADJ
gujaf-370	118	26	accounting	accounting	NOUN
gujaf-370	118	27	,	,	PUNCT
gujaf-370	118	28	crucial	crucial	ADJ
gujaf-370	118	29	for	for	ADP
gujaf-370	118	30	the	the	DET
gujaf-370	118	31	effective	effective	ADJ
gujaf-370	118	32	detection	detection	NOUN
gujaf-370	118	33	and	and	CCONJ
gujaf-370	118	34	prevention	prevention	NOUN
gujaf-370	118	35	of	of	ADP
gujaf-370	118	36	fraud	fraud	NOUN
gujaf-370	118	37	in	in	ADP
gujaf-370	118	38	the	the	DET
gujaf-370	118	39	public	public	ADJ
gujaf-370	118	40	sector	sector	NOUN
gujaf-370	118	41	.	.	PUNCT
gujaf-370	119	1	these	these	DET
gujaf-370	119	2	skills	skill	NOUN
gujaf-370	119	3	allow	allow	VERB
gujaf-370	119	4	forensic	forensic	ADJ
gujaf-370	119	5	accountants	accountant	NOUN
gujaf-370	119	6	to	to	PART
gujaf-370	119	7	scrutinize	scrutinize	VERB
gujaf-370	119	8	financial	financial	ADJ
gujaf-370	119	9	records	record	NOUN
gujaf-370	119	10	,	,	PUNCT
gujaf-370	119	11	identify	identify	VERB
gujaf-370	119	12	irregularities	irregularity	NOUN
gujaf-370	119	13	,	,	PUNCT
gujaf-370	119	14	and	and	CCONJ
gujaf-370	119	15	ensure	ensure	VERB
gujaf-370	119	16	compliance	compliance	NOUN
gujaf-370	119	17	with	with	ADP
gujaf-370	119	18	financial	financial	ADJ
gujaf-370	119	19	regulations	regulation	NOUN
gujaf-370	119	20	.	.	PUNCT
gujaf-370	120	1	according	accord	VERB
gujaf-370	120	2	to	to	ADP
gujaf-370	120	3	botes	bote	NOUN
gujaf-370	120	4	and	and	CCONJ
gujaf-370	120	5	saadeh	saadeh	ADJ
gujaf-370	120	6	(	(	PUNCT
gujaf-370	120	7	2018	2018	NUM
gujaf-370	120	8	)	)	PUNCT
gujaf-370	120	9	,	,	PUNCT
gujaf-370	120	10	accounting	accounting	NOUN
gujaf-370	120	11	skills	skill	NOUN
gujaf-370	120	12	involve	involve	VERB
gujaf-370	120	13	a	a	DET
gujaf-370	120	14	deep	deep	ADJ
gujaf-370	120	15	understanding	understanding	NOUN
gujaf-370	120	16	of	of	ADP
gujaf-370	120	17	financial	financial	ADJ
gujaf-370	120	18	transactions	transaction	NOUN
gujaf-370	120	19	,	,	PUNCT
gujaf-370	120	20	the	the	DET
gujaf-370	120	21	ability	ability	NOUN
gujaf-370	120	22	to	to	PART
gujaf-370	120	23	analyze	analyze	VERB
gujaf-370	120	24	complex	complex	ADJ
gujaf-370	120	25	accounting	accounting	NOUN
gujaf-370	120	26	systems	system	NOUN
gujaf-370	120	27	,	,	PUNCT
gujaf-370	120	28	and	and	CCONJ
gujaf-370	120	29	proficiency	proficiency	NOUN
gujaf-370	120	30	in	in	ADP
gujaf-370	120	31	preparing	prepare	VERB
gujaf-370	120	32	accurate	accurate	ADJ
gujaf-370	120	33	financial	financial	ADJ
gujaf-370	120	34	statements	statement	NOUN
gujaf-370	120	35	.	.	PUNCT
gujaf-370	121	1	similarly	similarly	ADV
gujaf-370	121	2	,	,	PUNCT
gujaf-370	121	3	dubinina	dubinina	PROPN
gujaf-370	121	4	et	et	PROPN
gujaf-370	121	5	al	al	PROPN
gujaf-370	121	6	.	.	PROPN
gujaf-370	122	1	(	(	PUNCT
gujaf-370	122	2	2018	2018	NUM
gujaf-370	122	3	)	)	PUNCT
gujaf-370	122	4	define	define	VERB
gujaf-370	122	5	auditing	auditing	NOUN
gujaf-370	122	6	skills	skill	NOUN
gujaf-370	122	7	as	as	ADP
gujaf-370	122	8	the	the	DET
gujaf-370	122	9	capacity	capacity	NOUN
gujaf-370	122	10	to	to	PART
gujaf-370	122	11	evaluate	evaluate	VERB
gujaf-370	122	12	an	an	DET
gujaf-370	122	13	organization	organization	NOUN
gujaf-370	122	14	’s	’s	PART
gujaf-370	122	15	internal	internal	ADJ
gujaf-370	122	16	controls	control	NOUN
gujaf-370	122	17	and	and	CCONJ
gujaf-370	122	18	detect	detect	VERB
gujaf-370	122	19	anomalies	anomaly	NOUN
gujaf-370	122	20	that	that	PRON
gujaf-370	122	21	may	may	AUX
gujaf-370	122	22	indicate	indicate	VERB
gujaf-370	122	23	fraudulent	fraudulent	ADJ
gujaf-370	122	24	activities	activity	NOUN
gujaf-370	122	25	.	.	PUNCT
gujaf-370	123	1	gottschalk	gottschalk	NOUN
gujaf-370	123	2	(	(	PUNCT
gujaf-370	123	3	2019	2019	NUM
gujaf-370	123	4	)	)	PUNCT
gujaf-370	123	5	further	far	ADV
gujaf-370	123	6	elaborates	elaborate	VERB
gujaf-370	123	7	that	that	SCONJ
gujaf-370	123	8	auditing	auditing	NOUN
gujaf-370	123	9	skills	skill	NOUN
gujaf-370	123	10	require	require	VERB
gujaf-370	123	11	a	a	DET
gujaf-370	123	12	forensic	forensic	ADJ
gujaf-370	123	13	accountant	accountant	NOUN
gujaf-370	123	14	to	to	PART
gujaf-370	123	15	assess	assess	VERB
gujaf-370	123	16	risk	risk	NOUN
gujaf-370	123	17	,	,	PUNCT
gujaf-370	123	18	design	design	NOUN
gujaf-370	123	19	audit	audit	NOUN
gujaf-370	123	20	procedures	procedure	NOUN
gujaf-370	123	21	,	,	PUNCT
gujaf-370	123	22	and	and	CCONJ
gujaf-370	123	23	execute	execute	VERB
gujaf-370	123	24	those	those	DET
gujaf-370	123	25	procedures	procedure	NOUN
gujaf-370	123	26	in	in	ADP
gujaf-370	123	27	a	a	DET
gujaf-370	123	28	manner	manner	NOUN
gujaf-370	123	29	that	that	SCONJ
gujaf-370	123	30	uncovers	uncover	NOUN
gujaf-370	123	31	irregularities	irregularity	NOUN
gujaf-370	123	32	in	in	ADP
gujaf-370	123	33	financial	financial	ADJ
gujaf-370	123	34	reporting	reporting	NOUN
gujaf-370	123	35	.	.	PUNCT
gujaf-370	124	1	accounting	accounting	NOUN
gujaf-370	124	2	skills	skill	NOUN
gujaf-370	124	3	in	in	ADP
gujaf-370	124	4	forensic	forensic	ADJ
gujaf-370	124	5	accounting	accounting	NOUN
gujaf-370	124	6	are	be	AUX
gujaf-370	124	7	particularly	particularly	ADV
gujaf-370	124	8	valuable	valuable	ADJ
gujaf-370	124	9	for	for	ADP
gujaf-370	124	10	fraud	fraud	NOUN
gujaf-370	124	11	detection	detection	NOUN
gujaf-370	124	12	because	because	SCONJ
gujaf-370	124	13	they	they	PRON
gujaf-370	124	14	provide	provide	VERB
gujaf-370	124	15	forensic	forensic	ADJ
gujaf-370	124	16	accountants	accountant	NOUN
gujaf-370	124	17	with	with	ADP
gujaf-370	124	18	the	the	DET
gujaf-370	124	19	technical	technical	ADJ
gujaf-370	124	20	expertise	expertise	NOUN
gujaf-370	124	21	to	to	PART
gujaf-370	124	22	review	review	VERB
gujaf-370	124	23	detailed	detailed	ADJ
gujaf-370	124	24	financial	financial	ADJ
gujaf-370	124	25	records	record	NOUN
gujaf-370	124	26	and	and	CCONJ
gujaf-370	124	27	identify	identify	VERB
gujaf-370	124	28	discrepancies	discrepancy	NOUN
gujaf-370	124	29	.	.	PUNCT
gujaf-370	125	1	for	for	ADP
gujaf-370	125	2	instance	instance	NOUN
gujaf-370	125	3	,	,	PUNCT
gujaf-370	125	4	forensic	forensic	ADJ
gujaf-370	125	5	accountants	accountant	NOUN
gujaf-370	125	6	can	can	AUX
gujaf-370	125	7	examine	examine	VERB
gujaf-370	125	8	accounting	accounting	NOUN
gujaf-370	125	9	ledgers	ledger	NOUN
gujaf-370	125	10	,	,	PUNCT
gujaf-370	125	11	balance	balance	NOUN
gujaf-370	125	12	sheets	sheet	NOUN
gujaf-370	125	13	,	,	PUNCT
gujaf-370	125	14	and	and	CCONJ
gujaf-370	125	15	cash	cash	NOUN
gujaf-370	125	16	flow	flow	NOUN
gujaf-370	125	17	statements	statement	NOUN
gujaf-370	125	18	to	to	PART
gujaf-370	125	19	ensure	ensure	VERB
gujaf-370	125	20	that	that	SCONJ
gujaf-370	125	21	financial	financial	ADJ
gujaf-370	125	22	transactions	transaction	NOUN
gujaf-370	125	23	have	have	AUX
gujaf-370	125	24	been	be	AUX
gujaf-370	125	25	accurately	accurately	ADV
gujaf-370	125	26	recorded	record	VERB
gujaf-370	125	27	and	and	CCONJ
gujaf-370	125	28	reported	report	VERB
gujaf-370	125	29	.	.	PUNCT
gujaf-370	126	1	in	in	ADP
gujaf-370	126	2	cases	case	NOUN
gujaf-370	126	3	where	where	SCONJ
gujaf-370	126	4	irregularities	irregularity	NOUN
gujaf-370	126	5	are	be	AUX
gujaf-370	126	6	found	find	VERB
gujaf-370	126	7	,	,	PUNCT
gujaf-370	126	8	forensic	forensic	ADJ
gujaf-370	126	9	accountants	accountant	NOUN
gujaf-370	126	10	can	can	AUX
gujaf-370	126	11	use	use	VERB
gujaf-370	126	12	their	their	PRON
gujaf-370	126	13	accounting	accounting	NOUN
gujaf-370	126	14	skills	skill	NOUN
gujaf-370	126	15	to	to	PART
gujaf-370	126	16	trace	trace	VERB
gujaf-370	126	17	the	the	DET
gujaf-370	126	18	source	source	NOUN
gujaf-370	126	19	of	of	ADP
gujaf-370	126	20	the	the	DET
gujaf-370	126	21	problem	problem	NOUN
gujaf-370	126	22	,	,	PUNCT
gujaf-370	126	23	such	such	ADJ
gujaf-370	126	24	as	as	ADP
gujaf-370	126	25	fraudulent	fraudulent	ADJ
gujaf-370	126	26	journal	journal	NOUN
gujaf-370	126	27	entries	entry	NOUN
gujaf-370	126	28	or	or	CCONJ
gujaf-370	126	29	unauthorized	unauthorized	ADJ
gujaf-370	126	30	expenses	expense	NOUN
gujaf-370	126	31	(	(	PUNCT
gujaf-370	126	32	dubinina	dubinina	PROPN
gujaf-370	126	33	et	et	PROPN
gujaf-370	126	34	al	al	PROPN
gujaf-370	126	35	.	.	PROPN
gujaf-370	126	36	,	,	PUNCT
gujaf-370	126	37	2018	2018	NUM
gujaf-370	126	38	)	)	PUNCT
gujaf-370	126	39	.	.	PUNCT
gujaf-370	127	1	auditor	auditor	PROPN
gujaf-370	127	2	self	self	NOUN
gujaf-370	127	3	-	-	PUNCT
gujaf-370	127	4	efficacy	efficacy	NOUN
gujaf-370	127	5	refers	refer	VERB
gujaf-370	127	6	to	to	ADP
gujaf-370	127	7	the	the	DET
gujaf-370	127	8	confidence	confidence	NOUN
gujaf-370	127	9	that	that	SCONJ
gujaf-370	127	10	auditors	auditor	NOUN
gujaf-370	127	11	,	,	PUNCT
gujaf-370	127	12	including	include	VERB
gujaf-370	127	13	forensic	forensic	ADJ
gujaf-370	127	14	accountants	accountant	NOUN
gujaf-370	127	15	,	,	PUNCT
gujaf-370	127	16	have	have	AUX
gujaf-370	127	17	in	in	ADP
gujaf-370	127	18	their	their	PRON
gujaf-370	127	19	ability	ability	NOUN
gujaf-370	127	20	to	to	PART
gujaf-370	127	21	perform	perform	VERB
gujaf-370	127	22	tasks	task	NOUN
gujaf-370	127	23	related	relate	VERB
gujaf-370	127	24	to	to	ADP
gujaf-370	127	25	fraud	fraud	NOUN
gujaf-370	127	26	detection	detection	NOUN
gujaf-370	127	27	,	,	PUNCT
gujaf-370	127	28	investigation	investigation	NOUN
gujaf-370	127	29	,	,	PUNCT
gujaf-370	127	30	and	and	CCONJ
gujaf-370	127	31	reporting	reporting	NOUN
gujaf-370	127	32	.	.	PUNCT
gujaf-370	128	1	bandura	bandura	NOUN
gujaf-370	128	2	(	(	PUNCT
gujaf-370	128	3	1997	1997	NUM
gujaf-370	128	4	)	)	PUNCT
gujaf-370	128	5	defines	define	VERB
gujaf-370	128	6	self	self	NOUN
gujaf-370	128	7	-	-	PUNCT
gujaf-370	128	8	efficacy	efficacy	NOUN
gujaf-370	128	9	as	as	ADP
gujaf-370	128	10	the	the	DET
gujaf-370	128	11	belief	belief	NOUN
gujaf-370	128	12	in	in	ADP
gujaf-370	128	13	one	one	NUM
gujaf-370	128	14	's	's	PART
gujaf-370	128	15	capabilities	capability	NOUN
gujaf-370	128	16	to	to	PART
gujaf-370	128	17	execute	execute	VERB
gujaf-370	128	18	the	the	DET
gujaf-370	128	19	courses	course	NOUN
gujaf-370	128	20	of	of	ADP
gujaf-370	128	21	action	action	NOUN
gujaf-370	128	22	required	require	VERB
gujaf-370	128	23	to	to	PART
gujaf-370	128	24	manage	manage	VERB
gujaf-370	128	25	prospective	prospective	ADJ
gujaf-370	128	26	situations	situation	NOUN
gujaf-370	128	27	.	.	PUNCT
gujaf-370	129	1	in	in	ADP
gujaf-370	129	2	the	the	DET
gujaf-370	129	3	context	context	NOUN
gujaf-370	129	4	of	of	ADP
gujaf-370	129	5	forensic	forensic	ADJ
gujaf-370	129	6	accounting	accounting	NOUN
gujaf-370	129	7	,	,	PUNCT
gujaf-370	129	8	auditor	auditor	NOUN
gujaf-370	129	9	selfefficacy	selfefficacy	NOUN
gujaf-370	129	10	is	be	AUX
gujaf-370	129	11	the	the	DET
gujaf-370	129	12	perceived	perceive	VERB
gujaf-370	129	13	competence	competence	NOUN
gujaf-370	129	14	an	an	DET
gujaf-370	129	15	auditor	auditor	NOUN
gujaf-370	129	16	has	have	VERB
gujaf-370	129	17	to	to	PART
gujaf-370	129	18	successfully	successfully	ADV
gujaf-370	129	19	detect	detect	VERB
gujaf-370	129	20	and	and	CCONJ
gujaf-370	129	21	manage	manage	VERB
gujaf-370	129	22	fraud	fraud	NOUN
gujaf-370	129	23	.	.	PUNCT
gujaf-370	130	1	according	accord	VERB
gujaf-370	130	2	to	to	ADP
gujaf-370	130	3	kimbro	kimbro	PROPN
gujaf-370	130	4	and	and	CCONJ
gujaf-370	130	5	xu	xu	INTJ
gujaf-370	130	6	(	(	PUNCT
gujaf-370	130	7	2016	2016	NUM
gujaf-370	130	8	)	)	PUNCT
gujaf-370	130	9	,	,	PUNCT
gujaf-370	130	10	auditor	auditor	NOUN
gujaf-370	130	11	self	self	NOUN
gujaf-370	130	12	-	-	PUNCT
gujaf-370	130	13	efficacy	efficacy	NOUN
gujaf-370	130	14	influences	influence	VERB
gujaf-370	130	15	an	an	DET
gujaf-370	130	16	auditor	auditor	NOUN
gujaf-370	130	17	’s	’s	PART
gujaf-370	130	18	ability	ability	NOUN
gujaf-370	130	19	to	to	PART
gujaf-370	130	20	handle	handle	VERB
gujaf-370	130	21	complex	complex	ADJ
gujaf-370	130	22	fraud	fraud	NOUN
gujaf-370	130	23	investigations	investigation	NOUN
gujaf-370	130	24	,	,	PUNCT
gujaf-370	130	25	maintain	maintain	VERB
gujaf-370	130	26	professional	professional	ADJ
gujaf-370	130	27	skepticism	skepticism	NOUN
gujaf-370	130	28	,	,	PUNCT
gujaf-370	130	29	and	and	CCONJ
gujaf-370	130	30	execute	execute	VERB
gujaf-370	130	31	detailed	detailed	ADJ
gujaf-370	130	32	investigative	investigative	ADJ
gujaf-370	130	33	procedures	procedure	NOUN
gujaf-370	130	34	.	.	PUNCT
gujaf-370	131	1	hegazy	hegazy	ADV
gujaf-370	131	2	et	et	PROPN
gujaf-370	131	3	al	al	PROPN
gujaf-370	131	4	.	.	PROPN
gujaf-370	132	1	(	(	PUNCT
gujaf-370	132	2	2017	2017	NUM
gujaf-370	132	3	)	)	PUNCT
gujaf-370	132	4	further	far	ADV
gujaf-370	132	5	suggests	suggest	VERB
gujaf-370	132	6	that	that	SCONJ
gujaf-370	132	7	high	high	ADJ
gujaf-370	132	8	levels	level	NOUN
gujaf-370	132	9	of	of	ADP
gujaf-370	132	10	self	self	NOUN
gujaf-370	132	11	-	-	PUNCT
gujaf-370	132	12	efficacy	efficacy	NOUN
gujaf-370	132	13	in	in	ADP
gujaf-370	132	14	auditors	auditor	NOUN
gujaf-370	132	15	lead	lead	VERB
gujaf-370	132	16	to	to	ADP
gujaf-370	132	17	better	well	ADJ
gujaf-370	132	18	fraud	fraud	VERB
gujaf-370	132	19	detection	detection	NOUN
gujaf-370	132	20	outcomes	outcome	NOUN
gujaf-370	132	21	,	,	PUNCT
gujaf-370	132	22	as	as	SCONJ
gujaf-370	132	23	auditors	auditor	NOUN
gujaf-370	132	24	with	with	ADP
gujaf-370	132	25	strong	strong	ADJ
gujaf-370	132	26	self	self	NOUN
gujaf-370	132	27	-	-	PUNCT
gujaf-370	132	28	belief	belief	NOUN
gujaf-370	132	29	are	be	AUX
gujaf-370	132	30	more	more	ADV
gujaf-370	132	31	likely	likely	ADJ
gujaf-370	132	32	to	to	PART
gujaf-370	132	33	pursue	pursue	VERB
gujaf-370	132	34	thorough	thorough	ADJ
gujaf-370	132	35	investigations	investigation	NOUN
gujaf-370	132	36	and	and	CCONJ
gujaf-370	132	37	persist	persist	VERB
gujaf-370	132	38	in	in	ADP
gujaf-370	132	39	the	the	DET
gujaf-370	132	40	face	face	NOUN
gujaf-370	132	41	of	of	ADP
gujaf-370	132	42	challenges	challenge	NOUN
gujaf-370	132	43	.	.	PUNCT
gujaf-370	133	1	auditor	auditor	NOUN
gujaf-370	133	2	self	self	NOUN
gujaf-370	133	3	-	-	PUNCT
gujaf-370	133	4	efficacy	efficacy	NOUN
gujaf-370	133	5	can	can	AUX
gujaf-370	133	6	significantly	significantly	ADV
gujaf-370	133	7	impact	impact	VERB
gujaf-370	133	8	the	the	DET
gujaf-370	133	9	effectiveness	effectiveness	NOUN
gujaf-370	133	10	of	of	ADP
gujaf-370	133	11	fraud	fraud	NOUN
gujaf-370	133	12	management	management	NOUN
gujaf-370	133	13	in	in	ADP
gujaf-370	133	14	the	the	DET
gujaf-370	133	15	public	public	ADJ
gujaf-370	133	16	sector	sector	NOUN
gujaf-370	133	17	.	.	PUNCT
gujaf-370	134	1	auditors	auditor	NOUN
gujaf-370	134	2	with	with	ADP
gujaf-370	134	3	high	high	ADJ
gujaf-370	134	4	levels	level	NOUN
gujaf-370	134	5	of	of	ADP
gujaf-370	134	6	self	self	NOUN
gujaf-370	134	7	-	-	PUNCT
gujaf-370	134	8	efficacy	efficacy	NOUN
gujaf-370	134	9	are	be	AUX
gujaf-370	134	10	more	more	ADV
gujaf-370	134	11	likely	likely	ADJ
gujaf-370	134	12	to	to	PART
gujaf-370	134	13	take	take	VERB
gujaf-370	134	14	on	on	ADP
gujaf-370	134	15	challenging	challenge	VERB
gujaf-370	134	16	fraud	fraud	NOUN
gujaf-370	134	17	cases	case	NOUN
gujaf-370	134	18	,	,	PUNCT
gujaf-370	134	19	use	use	VERB
gujaf-370	134	20	advanced	advanced	ADJ
gujaf-370	134	21	forensic	forensic	ADJ
gujaf-370	134	22	accounting	accounting	NOUN
gujaf-370	134	23	techniques	technique	NOUN
gujaf-370	134	24	,	,	PUNCT
gujaf-370	134	25	and	and	CCONJ
gujaf-370	134	26	persist	persist	VERB
gujaf-370	134	27	in	in	ADP
gujaf-370	134	28	their	their	PRON
gujaf-370	134	29	investigations	investigation	NOUN
gujaf-370	134	30	until	until	SCONJ
gujaf-370	134	31	fraudulent	fraudulent	ADJ
gujaf-370	134	32	activities	activity	NOUN
gujaf-370	134	33	are	be	AUX
gujaf-370	134	34	uncovered	uncover	VERB
gujaf-370	134	35	(	(	PUNCT
gujaf-370	134	36	hegazy	hegazy	ADV
gujaf-370	134	37	et	et	PROPN
gujaf-370	134	38	al	al	PROPN
gujaf-370	134	39	.	.	PROPN
gujaf-370	134	40	,	,	PUNCT
gujaf-370	134	41	2017	2017	NUM
gujaf-370	134	42	)	)	PUNCT
gujaf-370	134	43	.	.	PUNCT
gujaf-370	135	1	for	for	ADP
gujaf-370	135	2	example	example	NOUN
gujaf-370	135	3	,	,	PUNCT
gujaf-370	135	4	forensic	forensic	ADJ
gujaf-370	135	5	accountants	accountant	NOUN
gujaf-370	135	6	who	who	PRON
gujaf-370	135	7	believe	believe	VERB
gujaf-370	135	8	in	in	ADP
gujaf-370	135	9	their	their	PRON
gujaf-370	135	10	ability	ability	NOUN
gujaf-370	135	11	to	to	PART
gujaf-370	135	12	detect	detect	VERB
gujaf-370	135	13	fraud	fraud	NOUN
gujaf-370	135	14	are	be	AUX
gujaf-370	135	15	more	more	ADV
gujaf-370	135	16	likely	likely	ADJ
gujaf-370	135	17	to	to	PART
gujaf-370	135	18	apply	apply	VERB
gujaf-370	135	19	sophisticated	sophisticated	ADJ
gujaf-370	135	20	data	datum	NOUN
gujaf-370	135	21	analytics	analytic	NOUN
gujaf-370	135	22	tools	tool	NOUN
gujaf-370	135	23	and	and	CCONJ
gujaf-370	135	24	investigative	investigative	ADJ
gujaf-370	135	25	techniques	technique	NOUN
gujaf-370	135	26	to	to	PART
gujaf-370	135	27	uncover	uncover	VERB
gujaf-370	135	28	complex	complex	ADJ
gujaf-370	135	29	fraud	fraud	NOUN
gujaf-370	135	30	schemes	scheme	NOUN
gujaf-370	135	31	that	that	PRON
gujaf-370	135	32	may	may	AUX
gujaf-370	135	33	not	not	PART
gujaf-370	135	34	be	be	AUX
gujaf-370	135	35	immediately	immediately	ADV
gujaf-370	135	36	apparent	apparent	ADJ
gujaf-370	135	37	(	(	PUNCT
gujaf-370	135	38	kimbro	kimbro	PROPN
gujaf-370	135	39	&	&	CCONJ
gujaf-370	135	40	xu	xu	PROPN
gujaf-370	135	41	,	,	PUNCT
gujaf-370	135	42	2016	2016	NUM
gujaf-370	135	43	)	)	PUNCT
gujaf-370	135	44	.	.	PUNCT
gujaf-370	136	1	this	this	DET
gujaf-370	136	2	persistence	persistence	NOUN
gujaf-370	136	3	and	and	CCONJ
gujaf-370	136	4	attention	attention	NOUN
gujaf-370	136	5	to	to	ADP
gujaf-370	136	6	detail	detail	NOUN
gujaf-370	136	7	can	can	AUX
gujaf-370	136	8	make	make	VERB
gujaf-370	136	9	a	a	DET
gujaf-370	136	10	critical	critical	ADJ
gujaf-370	136	11	difference	difference	NOUN
gujaf-370	136	12	in	in	ADP
gujaf-370	136	13	identifying	identify	VERB
gujaf-370	136	14	and	and	CCONJ
gujaf-370	136	15	prosecuting	prosecute	VERB
gujaf-370	136	16	financial	financial	ADJ
gujaf-370	136	17	misconduct	misconduct	NOUN
gujaf-370	136	18	in	in	ADP
gujaf-370	136	19	ministries	ministry	NOUN
gujaf-370	136	20	of	of	ADP
gujaf-370	136	21	finance	finance	NOUN
gujaf-370	136	22	,	,	PUNCT
gujaf-370	136	23	where	where	SCONJ
gujaf-370	136	24	fraudulent	fraudulent	ADJ
gujaf-370	136	25	activities	activity	NOUN
gujaf-370	136	26	are	be	AUX
gujaf-370	136	27	often	often	ADV
gujaf-370	136	28	hidden	hide	VERB
gujaf-370	136	29	within	within	ADP
gujaf-370	136	30	large	large	ADJ
gujaf-370	136	31	-	-	PUNCT
gujaf-370	136	32	scale	scale	NOUN
gujaf-370	136	33	financial	financial	ADJ
gujaf-370	136	34	transactions	transaction	NOUN
gujaf-370	136	35	.	.	PUNCT
gujaf-370	137	1	additionally	additionally	ADV
gujaf-370	137	2	,	,	PUNCT
gujaf-370	137	3	auditor	auditor	NOUN
gujaf-370	137	4	self	self	NOUN
gujaf-370	137	5	-	-	PUNCT
gujaf-370	137	6	efficacy	efficacy	NOUN
gujaf-370	137	7	contributes	contribute	VERB
gujaf-370	137	8	to	to	ADP
gujaf-370	137	9	the	the	DET
gujaf-370	137	10	overall	overall	ADJ
gujaf-370	137	11	quality	quality	NOUN
gujaf-370	137	12	of	of	ADP
gujaf-370	137	13	fraud	fraud	NOUN
gujaf-370	137	14	investigations	investigation	NOUN
gujaf-370	137	15	.	.	PUNCT
gujaf-370	138	1	auditors	auditor	NOUN
gujaf-370	138	2	with	with	ADP
gujaf-370	138	3	high	high	ADJ
gujaf-370	138	4	self	self	NOUN
gujaf-370	138	5	-	-	PUNCT
gujaf-370	138	6	efficacy	efficacy	NOUN
gujaf-370	138	7	are	be	AUX
gujaf-370	138	8	more	more	ADV
gujaf-370	138	9	likely	likely	ADJ
gujaf-370	138	10	to	to	PART
gujaf-370	138	11	maintain	maintain	VERB
gujaf-370	138	12	professional	professional	ADJ
gujaf-370	138	13	skepticism	skepticism	NOUN
gujaf-370	138	14	,	,	PUNCT
gujaf-370	138	15	a	a	DET
gujaf-370	138	16	key	key	ADJ
gujaf-370	138	17	attribute	attribute	NOUN
gujaf-370	138	18	in	in	ADP
gujaf-370	138	19	fraud	fraud	NOUN
gujaf-370	138	20	detection	detection	NOUN
gujaf-370	138	21	,	,	PUNCT
gujaf-370	138	22	which	which	PRON
gujaf-370	138	23	involves	involve	VERB
gujaf-370	138	24	questioning	question	VERB
gujaf-370	138	25	the	the	DET
gujaf-370	138	26	validity	validity	NOUN
gujaf-370	138	27	of	of	ADP
gujaf-370	138	28	financial	financial	ADJ
gujaf-370	138	29	records	record	NOUN
gujaf-370	138	30	and	and	CCONJ
gujaf-370	138	31	investigating	investigate	VERB
gujaf-370	138	32	potential	potential	ADJ
gujaf-370	138	33	red	red	ADJ
gujaf-370	138	34	flags	flag	NOUN
gujaf-370	138	35	(	(	PUNCT
gujaf-370	138	36	hegazy	hegazy	ADV
gujaf-370	138	37	et	et	PROPN
gujaf-370	138	38	al	al	PROPN
gujaf-370	138	39	.	.	PROPN
gujaf-370	138	40	,	,	PUNCT
gujaf-370	138	41	2017	2017	NUM
gujaf-370	138	42	)	)	PUNCT
gujaf-370	138	43	.	.	PUNCT
gujaf-370	139	1	this	this	DET
gujaf-370	139	2	skepticism	skepticism	NOUN
gujaf-370	139	3	is	be	AUX
gujaf-370	139	4	essential	essential	ADJ
gujaf-370	139	5	in	in	ADP
gujaf-370	139	6	ministries	ministry	NOUN
gujaf-370	139	7	of	of	ADP
gujaf-370	139	8	finance	finance	NOUN
gujaf-370	139	9	,	,	PUNCT
gujaf-370	139	10	where	where	SCONJ
gujaf-370	139	11	auditors	auditor	NOUN
gujaf-370	139	12	must	must	AUX
gujaf-370	139	13	navigate	navigate	VERB
gujaf-370	139	14	complex	complex	ADJ
gujaf-370	139	15	financial	financial	ADJ
gujaf-370	139	16	systems	system	NOUN
gujaf-370	139	17	and	and	CCONJ
gujaf-370	139	18	identify	identify	VERB
gujaf-370	139	19	discrepancies	discrepancy	NOUN
gujaf-370	139	20	that	that	PRON
gujaf-370	139	21	may	may	AUX
gujaf-370	139	22	indicate	indicate	VERB
gujaf-370	139	23	fraudulent	fraudulent	ADJ
gujaf-370	139	24	activities	activity	NOUN
gujaf-370	139	25	.	.	PUNCT
gujaf-370	140	1	forensic	forensic	ADJ
gujaf-370	140	2	accountants	accountant	NOUN
gujaf-370	140	3	with	with	ADP
gujaf-370	140	4	strong	strong	ADJ
gujaf-370	140	5	self	self	NOUN
gujaf-370	140	6	-	-	PUNCT
gujaf-370	140	7	efficacy	efficacy	NOUN
gujaf-370	140	8	are	be	AUX
gujaf-370	140	9	more	more	ADV
gujaf-370	140	10	likely	likely	ADJ
gujaf-370	140	11	to	to	PART
gujaf-370	140	12	question	question	VERB
gujaf-370	140	13	irregularities	irregularity	NOUN
gujaf-370	140	14	and	and	CCONJ
gujaf-370	140	15	pursue	pursue	VERB
gujaf-370	140	16	thorough	thorough	ADJ
gujaf-370	140	17	investigations	investigation	NOUN
gujaf-370	140	18	,	,	PUNCT
gujaf-370	140	19	even	even	ADV
gujaf-370	140	20	when	when	SCONJ
gujaf-370	140	21	the	the	DET
gujaf-370	140	22	evidence	evidence	NOUN
gujaf-370	140	23	of	of	ADP
gujaf-370	140	24	fraud	fraud	NOUN
gujaf-370	140	25	is	be	AUX
gujaf-370	140	26	subtle	subtle	ADJ
gujaf-370	140	27	or	or	CCONJ
gujaf-370	140	28	concealed	conceal	VERB
gujaf-370	140	29	(	(	PUNCT
gujaf-370	140	30	kimbro	kimbro	PROPN
gujaf-370	140	31	&	&	CCONJ
gujaf-370	140	32	xu	xu	PROPN
gujaf-370	140	33	,	,	PUNCT
gujaf-370	140	34	2016	2016	NUM
gujaf-370	140	35	)	)	PUNCT
gujaf-370	140	36	.	.	PUNCT
gujaf-370	141	1	gusau	gusau	PROPN
gujaf-370	141	2	journal	journal	PROPN
gujaf-370	141	3	of	of	ADP
gujaf-370	141	4	accounting	accounting	NOUN
gujaf-370	141	5	and	and	CCONJ
gujaf-370	141	6	finance	finance	NOUN
gujaf-370	141	7	,	,	PUNCT
gujaf-370	141	8	vol.6	vol.6	PROPN
gujaf-370	141	9	,	,	PUNCT
gujaf-370	141	10	issue	issue	NOUN
gujaf-370	141	11	1	1	NUM
gujaf-370	141	12	,	,	PUNCT
gujaf-370	141	13	april	april	PROPN
gujaf-370	141	14	,	,	PUNCT
gujaf-370	141	15	2025	2025	NUM
gujaf-370	141	16	100	100	NUM
gujaf-370	141	17	theoretical	theoretical	ADJ
gujaf-370	141	18	framework	framework	NOUN
gujaf-370	141	19	stated	state	VERB
gujaf-370	141	20	below	below	ADV
gujaf-370	141	21	are	be	AUX
gujaf-370	141	22	some	some	DET
gujaf-370	141	23	theories	theory	NOUN
gujaf-370	141	24	which	which	PRON
gujaf-370	141	25	are	be	AUX
gujaf-370	141	26	critical	critical	ADJ
gujaf-370	141	27	in	in	ADP
gujaf-370	141	28	understanding	understand	VERB
gujaf-370	141	29	the	the	DET
gujaf-370	141	30	relationship	relationship	NOUN
gujaf-370	141	31	between	between	ADP
gujaf-370	141	32	forensic	forensic	ADJ
gujaf-370	141	33	accounting	accounting	NOUN
gujaf-370	141	34	skills	skill	NOUN
gujaf-370	141	35	and	and	CCONJ
gujaf-370	141	36	fraud	fraud	NOUN
gujaf-370	141	37	management	management	NOUN
gujaf-370	141	38	specifically	specifically	ADV
gujaf-370	141	39	in	in	ADP
gujaf-370	141	40	the	the	DET
gujaf-370	141	41	public	public	ADJ
gujaf-370	141	42	sector	sector	NOUN
gujaf-370	141	43	.	.	PUNCT
gujaf-370	142	1	these	these	DET
gujaf-370	142	2	theories	theory	NOUN
gujaf-370	142	3	provide	provide	VERB
gujaf-370	142	4	a	a	DET
gujaf-370	142	5	basis	basis	NOUN
gujaf-370	142	6	for	for	ADP
gujaf-370	142	7	examining	examine	VERB
gujaf-370	142	8	these	these	DET
gujaf-370	142	9	key	key	ADJ
gujaf-370	142	10	skills	skill	NOUN
gujaf-370	142	11	,	,	PUNCT
gujaf-370	142	12	such	such	ADJ
gujaf-370	142	13	as	as	ADP
gujaf-370	142	14	communication	communication	NOUN
gujaf-370	142	15	,	,	PUNCT
gujaf-370	142	16	technology	technology	NOUN
gujaf-370	142	17	proficiency	proficiency	NOUN
gujaf-370	142	18	,	,	PUNCT
gujaf-370	142	19	accounting	accounting	NOUN
gujaf-370	142	20	and	and	CCONJ
gujaf-370	142	21	auditing	auditing	NOUN
gujaf-370	142	22	skills	skill	NOUN
gujaf-370	142	23	,	,	PUNCT
gujaf-370	142	24	and	and	CCONJ
gujaf-370	142	25	auditor	auditor	NOUN
gujaf-370	142	26	’s	’s	PART
gujaf-370	142	27	self	self	NOUN
gujaf-370	142	28	-	-	PUNCT
gujaf-370	142	29	efficacy	efficacy	NOUN
gujaf-370	142	30	,	,	PUNCT
gujaf-370	142	31	for	for	ADP
gujaf-370	142	32	managing	manage	VERB
gujaf-370	142	33	fraud	fraud	NOUN
gujaf-370	142	34	in	in	ADP
gujaf-370	142	35	the	the	DET
gujaf-370	142	36	public	public	ADJ
gujaf-370	142	37	sector	sector	NOUN
gujaf-370	142	38	finance	finance	NOUN
gujaf-370	142	39	ministries	ministry	NOUN
gujaf-370	142	40	northwestern	northwestern	PROPN
gujaf-370	142	41	nigeria	nigeria	PROPN
gujaf-370	142	42	.	.	PUNCT
gujaf-370	143	1	and	and	CCONJ
gujaf-370	143	2	they	they	PRON
gujaf-370	143	3	are	be	AUX
gujaf-370	143	4	as	as	SCONJ
gujaf-370	143	5	follows	follow	VERB
gujaf-370	143	6	.	.	PUNCT
gujaf-370	144	1	this	this	PRON
gujaf-370	144	2	refers	refer	VERB
gujaf-370	144	3	to	to	ADP
gujaf-370	144	4	the	the	DET
gujaf-370	144	5	approach	approach	NOUN
gujaf-370	144	6	of	of	ADP
gujaf-370	144	7	basing	base	VERB
gujaf-370	144	8	opinions	opinion	NOUN
gujaf-370	144	9	and	and	CCONJ
gujaf-370	144	10	conclusions	conclusion	NOUN
gujaf-370	144	11	on	on	ADP
gujaf-370	144	12	empirical	empirical	ADJ
gujaf-370	144	13	evidence	evidence	NOUN
gujaf-370	144	14	and	and	CCONJ
gujaf-370	144	15	factual	factual	ADJ
gujaf-370	144	16	data	datum	NOUN
gujaf-370	144	17	,	,	PUNCT
gujaf-370	144	18	rather	rather	ADV
gujaf-370	144	19	than	than	ADP
gujaf-370	144	20	on	on	ADP
gujaf-370	144	21	intuition	intuition	NOUN
gujaf-370	144	22	,	,	PUNCT
gujaf-370	144	23	assumptions	assumption	NOUN
gujaf-370	144	24	,	,	PUNCT
gujaf-370	144	25	or	or	CCONJ
gujaf-370	144	26	biases	bias	NOUN
gujaf-370	144	27	.	.	PUNCT
gujaf-370	145	1	it	it	PRON
gujaf-370	145	2	requires	require	VERB
gujaf-370	145	3	the	the	DET
gujaf-370	145	4	forensic	forensic	ADJ
gujaf-370	145	5	accountant	accountant	NOUN
gujaf-370	145	6	to	to	PART
gujaf-370	145	7	collect	collect	VERB
gujaf-370	145	8	and	and	CCONJ
gujaf-370	145	9	analyze	analyze	VERB
gujaf-370	145	10	relevant	relevant	ADJ
gujaf-370	145	11	data	datum	NOUN
gujaf-370	145	12	,	,	PUNCT
gujaf-370	145	13	evaluate	evaluate	VERB
gujaf-370	145	14	the	the	DET
gujaf-370	145	15	reliability	reliability	NOUN
gujaf-370	145	16	and	and	CCONJ
gujaf-370	145	17	credibility	credibility	NOUN
gujaf-370	145	18	of	of	ADP
gujaf-370	145	19	evidence	evidence	NOUN
gujaf-370	145	20	,	,	PUNCT
gujaf-370	145	21	consider	consider	VERB
gujaf-370	145	22	alternative	alternative	ADJ
gujaf-370	145	23	explanations	explanation	NOUN
gujaf-370	145	24	and	and	CCONJ
gujaf-370	145	25	hypothesis	hypothesis	NOUN
gujaf-370	145	26	,	,	PUNCT
gujaf-370	145	27	drawing	draw	VERB
gujaf-370	145	28	conclusions	conclusion	NOUN
gujaf-370	145	29	based	base	VERB
gujaf-370	145	30	on	on	ADP
gujaf-370	145	31	the	the	DET
gujaf-370	145	32	weight	weight	NOUN
gujaf-370	145	33	of	of	ADP
gujaf-370	145	34	evidence	evidence	NOUN
gujaf-370	145	35	,	,	PUNCT
gujaf-370	145	36	and	and	CCONJ
gujaf-370	145	37	the	the	DET
gujaf-370	145	38	documenting	documenting	NOUN
gujaf-370	145	39	and	and	CCONJ
gujaf-370	145	40	communicating	communicate	VERB
gujaf-370	145	41	findings	finding	NOUN
gujaf-370	145	42	in	in	ADP
gujaf-370	145	43	a	a	DET
gujaf-370	145	44	clear	clear	ADJ
gujaf-370	145	45	and	and	CCONJ
gujaf-370	145	46	transparent	transparent	ADJ
gujaf-370	145	47	manner	manner	NOUN
gujaf-370	145	48	.	.	PUNCT
gujaf-370	146	1	these	these	DET
gujaf-370	146	2	theories	theory	NOUN
gujaf-370	146	3	are	be	AUX
gujaf-370	146	4	adopted	adopt	VERB
gujaf-370	146	5	for	for	ADP
gujaf-370	146	6	this	this	DET
gujaf-370	146	7	research	research	NOUN
gujaf-370	146	8	work	work	NOUN
gujaf-370	146	9	because	because	SCONJ
gujaf-370	146	10	they	they	PRON
gujaf-370	146	11	were	be	AUX
gujaf-370	146	12	necessary	necessary	ADJ
gujaf-370	146	13	,	,	PUNCT
gujaf-370	146	14	useful	useful	ADJ
gujaf-370	146	15	and	and	CCONJ
gujaf-370	146	16	relevant	relevant	ADJ
gujaf-370	146	17	to	to	ADP
gujaf-370	146	18	the	the	DET
gujaf-370	146	19	research	research	NOUN
gujaf-370	146	20	work	work	NOUN
gujaf-370	146	21	materiality	materiality	NOUN
gujaf-370	146	22	theory	theory	NOUN
gujaf-370	146	23	an	an	DET
gujaf-370	146	24	amount	amount	NOUN
gujaf-370	146	25	is	be	AUX
gujaf-370	146	26	considered	consider	VERB
gujaf-370	146	27	material	material	ADJ
gujaf-370	146	28	if	if	SCONJ
gujaf-370	146	29	it	it	PRON
gujaf-370	146	30	could	could	AUX
gujaf-370	146	31	influence	influence	VERB
gujaf-370	146	32	the	the	DET
gujaf-370	146	33	decision	decision	NOUN
gujaf-370	146	34	of	of	ADP
gujaf-370	146	35	investors	investor	NOUN
gujaf-370	146	36	,	,	PUNCT
gujaf-370	146	37	creditors	creditor	NOUN
gujaf-370	146	38	,	,	PUNCT
gujaf-370	146	39	or	or	CCONJ
gujaf-370	146	40	other	other	ADJ
gujaf-370	146	41	stakeholders	stakeholder	NOUN
gujaf-370	146	42	.	.	PUNCT
gujaf-370	147	1	an	an	DET
gujaf-370	147	2	amount	amount	NOUN
gujaf-370	147	3	is	be	AUX
gujaf-370	147	4	material	material	NOUN
gujaf-370	147	5	if	if	SCONJ
gujaf-370	147	6	it	it	PRON
gujaf-370	147	7	is	be	AUX
gujaf-370	147	8	significant	significant	ADJ
gujaf-370	147	9	enough	enough	ADV
gujaf-370	147	10	to	to	PART
gujaf-370	147	11	impact	impact	VERB
gujaf-370	147	12	the	the	DET
gujaf-370	147	13	financial	financial	ADJ
gujaf-370	147	14	information	information	NOUN
gujaf-370	147	15	used	use	VERB
gujaf-370	147	16	by	by	ADP
gujaf-370	147	17	stakeholders	stakeholder	NOUN
gujaf-370	147	18	to	to	PART
gujaf-370	147	19	make	make	VERB
gujaf-370	147	20	decisions	decision	NOUN
gujaf-370	147	21	.	.	PUNCT
gujaf-370	148	1	a	a	DET
gujaf-370	148	2	forensic	forensic	ADJ
gujaf-370	148	3	accountant	accountant	NOUN
gujaf-370	148	4	uses	use	VERB
gujaf-370	148	5	it	it	PRON
gujaf-370	148	6	to	to	PART
gujaf-370	148	7	determine	determine	VERB
gujaf-370	148	8	the	the	DET
gujaf-370	148	9	significance	significance	NOUN
gujaf-370	148	10	of	of	ADP
gujaf-370	148	11	financial	financial	ADJ
gujaf-370	148	12	transactions	transaction	NOUN
gujaf-370	148	13	errors	error	NOUN
gujaf-370	148	14	,	,	PUNCT
gujaf-370	148	15	assess	assess	VERB
gujaf-370	148	16	the	the	DET
gujaf-370	148	17	impact	impact	NOUN
gujaf-370	148	18	of	of	ADP
gujaf-370	148	19	fraud	fraud	NOUN
gujaf-370	148	20	or	or	CCONJ
gujaf-370	148	21	other	other	ADJ
gujaf-370	148	22	irregularities	irregularity	NOUN
gujaf-370	148	23	on	on	ADP
gujaf-370	148	24	financial	financial	ADJ
gujaf-370	148	25	statements	statement	NOUN
gujaf-370	148	26	,	,	PUNCT
gujaf-370	148	27	evaluate	evaluate	VERB
gujaf-370	148	28	the	the	DET
gujaf-370	148	29	likelihood	likelihood	NOUN
gujaf-370	148	30	of	of	ADP
gujaf-370	148	31	material	material	NOUN
gujaf-370	148	32	misstatement	misstatement	NOUN
gujaf-370	148	33	or	or	CCONJ
gujaf-370	148	34	omission	omission	NOUN
gujaf-370	148	35	,	,	PUNCT
gujaf-370	148	36	and	and	CCONJ
gujaf-370	148	37	develop	develop	VERB
gujaf-370	148	38	strategies	strategy	NOUN
gujaf-370	148	39	for	for	ADP
gujaf-370	148	40	investigating	investigate	VERB
gujaf-370	148	41	and	and	CCONJ
gujaf-370	148	42	analyzing	analyze	VERB
gujaf-370	148	43	financial	financial	ADJ
gujaf-370	148	44	data	datum	NOUN
gujaf-370	148	45	.	.	PUNCT
gujaf-370	149	1	it	it	PRON
gujaf-370	149	2	is	be	AUX
gujaf-370	149	3	being	be	AUX
gujaf-370	149	4	evaluated	evaluate	VERB
gujaf-370	149	5	in	in	ADP
gujaf-370	149	6	both	both	CCONJ
gujaf-370	149	7	qualitative	qualitative	ADJ
gujaf-370	149	8	and	and	CCONJ
gujaf-370	149	9	quantitative	quantitative	ADJ
gujaf-370	149	10	factors	factor	NOUN
gujaf-370	149	11	.	.	PUNCT
gujaf-370	150	1	by	by	ADP
gujaf-370	150	2	applying	apply	VERB
gujaf-370	150	3	this	this	DET
gujaf-370	150	4	theory	theory	NOUN
gujaf-370	150	5	,	,	PUNCT
gujaf-370	150	6	the	the	DET
gujaf-370	150	7	forensic	forensic	ADJ
gujaf-370	150	8	accountant	accountant	NOUN
gujaf-370	150	9	can	can	AUX
gujaf-370	150	10	focus	focus	VERB
gujaf-370	150	11	his	his	PRON
gujaf-370	150	12	/	/	SYM
gujaf-370	150	13	her	her	PRON
gujaf-370	150	14	investigation	investigation	NOUN
gujaf-370	150	15	on	on	ADP
gujaf-370	150	16	the	the	DET
gujaf-370	150	17	most	most	ADV
gujaf-370	150	18	significant	significant	ADJ
gujaf-370	150	19	and	and	CCONJ
gujaf-370	150	20	impactful	impactful	ADJ
gujaf-370	150	21	issue	issue	NOUN
gujaf-370	150	22	.	.	PUNCT
gujaf-370	151	1	professional	professional	ADJ
gujaf-370	151	2	skepticism	skepticism	NOUN
gujaf-370	151	3	theory	theory	NOUN
gujaf-370	151	4	professional	professional	ADJ
gujaf-370	151	5	skepticism	skepticism	NOUN
gujaf-370	151	6	is	be	AUX
gujaf-370	151	7	a	a	DET
gujaf-370	151	8	critical	critical	ADJ
gujaf-370	151	9	component	component	NOUN
gujaf-370	151	10	of	of	ADP
gujaf-370	151	11	forensic	forensic	ADJ
gujaf-370	151	12	accounting	accounting	NOUN
gujaf-370	151	13	,	,	PUNCT
gujaf-370	151	14	as	as	SCONJ
gujaf-370	151	15	it	it	PRON
gujaf-370	151	16	enables	enable	VERB
gujaf-370	151	17	practitioners	practitioner	NOUN
gujaf-370	151	18	to	to	PART
gujaf-370	151	19	navigate	navigate	VERB
gujaf-370	151	20	complex	complex	ADJ
gujaf-370	151	21	and	and	CCONJ
gujaf-370	151	22	often	often	ADV
gujaf-370	151	23	contentious	contentious	ADJ
gujaf-370	151	24	situations	situation	NOUN
gujaf-370	151	25	with	with	ADP
gujaf-370	151	26	objectivity	objectivity	NOUN
gujaf-370	151	27	,	,	PUNCT
gujaf-370	151	28	integrity	integrity	NOUN
gujaf-370	151	29	,	,	PUNCT
gujaf-370	151	30	and	and	CCONJ
gujaf-370	151	31	a	a	DET
gujaf-370	151	32	commitment	commitment	NOUN
gujaf-370	151	33	to	to	ADP
gujaf-370	151	34	uncovering	uncover	VERB
gujaf-370	151	35	the	the	DET
gujaf-370	151	36	truth	truth	NOUN
gujaf-370	151	37	.	.	PUNCT
gujaf-370	152	1	it	it	PRON
gujaf-370	152	2	involves	involve	VERB
gujaf-370	152	3	the	the	DET
gujaf-370	152	4	forensic	forensic	ADJ
gujaf-370	152	5	accountant	accountant	NOUN
gujaf-370	152	6	questioning	question	VERB
gujaf-370	152	7	assumptions	assumption	NOUN
gujaf-370	152	8	and	and	CCONJ
gujaf-370	152	9	evidence	evidence	NOUN
gujaf-370	152	10	,	,	PUNCT
gujaf-370	152	11	verifying	verify	VERB
gujaf-370	152	12	information	information	NOUN
gujaf-370	152	13	through	through	ADP
gujaf-370	152	14	multiple	multiple	ADJ
gujaf-370	152	15	sources	source	NOUN
gujaf-370	152	16	,	,	PUNCT
gujaf-370	152	17	considering	consider	VERB
gujaf-370	152	18	alternative	alternative	ADJ
gujaf-370	152	19	explanations	explanation	NOUN
gujaf-370	152	20	and	and	CCONJ
gujaf-370	152	21	hypothesis	hypothesis	NOUN
gujaf-370	152	22	,	,	PUNCT
gujaf-370	152	23	evaluating	evaluate	VERB
gujaf-370	152	24	credibility	credibility	NOUN
gujaf-370	152	25	of	of	ADP
gujaf-370	152	26	witnesses	witness	NOUN
gujaf-370	152	27	and	and	CCONJ
gujaf-370	152	28	documents	document	NOUN
gujaf-370	152	29	,	,	PUNCT
gujaf-370	152	30	avoiding	avoid	VERB
gujaf-370	152	31	bias	bias	NOUN
gujaf-370	152	32	and	and	CCONJ
gujaf-370	152	33	preconceptions	preconception	NOUN
gujaf-370	152	34	,	,	PUNCT
gujaf-370	152	35	being	be	AUX
gujaf-370	152	36	aware	aware	ADJ
gujaf-370	152	37	of	of	ADP
gujaf-370	152	38	one	one	NUM
gujaf-370	152	39	’s	’s	PART
gujaf-370	152	40	own	own	ADJ
gujaf-370	152	41	limitations	limitation	NOUN
gujaf-370	152	42	and	and	CCONJ
gujaf-370	152	43	biases	bias	NOUN
gujaf-370	152	44	,	,	PUNCT
gujaf-370	152	45	and	and	CCONJ
gujaf-370	152	46	continuously	continuously	ADV
gujaf-370	152	47	updating	update	VERB
gujaf-370	152	48	knowledge	knowledge	NOUN
gujaf-370	152	49	and	and	CCONJ
gujaf-370	152	50	skills	skill	NOUN
gujaf-370	152	51	.	.	PUNCT
gujaf-370	153	1	fraud	fraud	NOUN
gujaf-370	153	2	triangle	triangle	PROPN
gujaf-370	153	3	theory	theory	NOUN
gujaf-370	153	4	the	the	DET
gujaf-370	153	5	fraud	fraud	NOUN
gujaf-370	153	6	triangle	triangle	NOUN
gujaf-370	153	7	is	be	AUX
gujaf-370	153	8	a	a	DET
gujaf-370	153	9	widely	widely	ADV
gujaf-370	153	10	accepted	accept	VERB
gujaf-370	153	11	theoretical	theoretical	ADJ
gujaf-370	153	12	framework	framework	NOUN
gujaf-370	153	13	used	use	VERB
gujaf-370	153	14	to	to	PART
gujaf-370	153	15	understand	understand	VERB
gujaf-370	153	16	the	the	DET
gujaf-370	153	17	conditions	condition	NOUN
gujaf-370	153	18	that	that	PRON
gujaf-370	153	19	lead	lead	VERB
gujaf-370	153	20	individuals	individual	NOUN
gujaf-370	153	21	to	to	PART
gujaf-370	153	22	commit	commit	VERB
gujaf-370	153	23	fraud	fraud	NOUN
gujaf-370	153	24	.	.	PUNCT
gujaf-370	154	1	developed	develop	VERB
gujaf-370	154	2	by	by	ADP
gujaf-370	154	3	donald	donald	PROPN
gujaf-370	154	4	cressey	cressey	PROPN
gujaf-370	154	5	in	in	ADP
gujaf-370	154	6	the	the	DET
gujaf-370	154	7	1950s	1950	NOUN
gujaf-370	154	8	,	,	PUNCT
gujaf-370	154	9	the	the	DET
gujaf-370	154	10	fraud	fraud	NOUN
gujaf-370	154	11	triangle	triangle	NOUN
gujaf-370	154	12	identifies	identify	VERB
gujaf-370	154	13	three	three	NUM
gujaf-370	154	14	key	key	ADJ
gujaf-370	154	15	elements	element	NOUN
gujaf-370	154	16	pressure	pressure	NOUN
gujaf-370	154	17	,	,	PUNCT
gujaf-370	154	18	opportunity	opportunity	NOUN
gujaf-370	154	19	,	,	PUNCT
gujaf-370	154	20	and	and	CCONJ
gujaf-370	154	21	rationalization	rationalization	NOUN
gujaf-370	154	22	that	that	PRON
gujaf-370	154	23	together	together	ADV
gujaf-370	154	24	create	create	VERB
gujaf-370	154	25	the	the	DET
gujaf-370	154	26	environment	environment	NOUN
gujaf-370	154	27	where	where	SCONJ
gujaf-370	154	28	fraud	fraud	NOUN
gujaf-370	154	29	is	be	AUX
gujaf-370	154	30	most	most	ADV
gujaf-370	154	31	likely	likely	ADJ
gujaf-370	154	32	to	to	PART
gujaf-370	154	33	occur	occur	VERB
gujaf-370	154	34	.	.	PUNCT
gujaf-370	155	1	this	this	DET
gujaf-370	155	2	theory	theory	NOUN
gujaf-370	155	3	has	have	AUX
gujaf-370	155	4	become	become	VERB
gujaf-370	155	5	the	the	DET
gujaf-370	155	6	foundation	foundation	NOUN
gujaf-370	155	7	for	for	ADP
gujaf-370	155	8	many	many	ADJ
gujaf-370	155	9	fraud	fraud	NOUN
gujaf-370	155	10	risk	risk	NOUN
gujaf-370	155	11	management	management	NOUN
gujaf-370	155	12	strategies	strategy	NOUN
gujaf-370	155	13	,	,	PUNCT
gujaf-370	155	14	particularly	particularly	ADV
gujaf-370	155	15	in	in	ADP
gujaf-370	155	16	auditing	auditing	NOUN
gujaf-370	155	17	and	and	CCONJ
gujaf-370	155	18	forensic	forensic	ADJ
gujaf-370	155	19	accounting	accounting	NOUN
gujaf-370	155	20	practices	practice	NOUN
gujaf-370	155	21	(	(	PUNCT
gujaf-370	155	22	mehta	mehta	PROPN
gujaf-370	155	23	&	&	CCONJ
gujaf-370	155	24	bhavani	bhavani	PROPN
gujaf-370	155	25	,	,	PUNCT
gujaf-370	155	26	2017	2017	NUM
gujaf-370	155	27	;	;	PUNCT
gujaf-370	155	28	popoola	popoola	PROPN
gujaf-370	155	29	et	et	PROPN
gujaf-370	155	30	al	al	PROPN
gujaf-370	155	31	.	.	PROPN
gujaf-370	155	32	,	,	PUNCT
gujaf-370	155	33	2016	2016	NUM
gujaf-370	155	34	)	)	PUNCT
gujaf-370	155	35	.	.	PUNCT
gujaf-370	156	1	pressure	pressure	NOUN
gujaf-370	156	2	,	,	PUNCT
gujaf-370	156	3	also	also	ADV
gujaf-370	156	4	referred	refer	VERB
gujaf-370	156	5	to	to	ADP
gujaf-370	156	6	as	as	ADP
gujaf-370	156	7	incentive	incentive	NOUN
gujaf-370	156	8	or	or	CCONJ
gujaf-370	156	9	motivation	motivation	NOUN
gujaf-370	156	10	,	,	PUNCT
gujaf-370	156	11	is	be	AUX
gujaf-370	156	12	the	the	DET
gujaf-370	156	13	first	first	ADJ
gujaf-370	156	14	component	component	NOUN
gujaf-370	156	15	of	of	ADP
gujaf-370	156	16	the	the	DET
gujaf-370	156	17	fraud	fraud	NOUN
gujaf-370	156	18	triangle	triangle	NOUN
gujaf-370	156	19	and	and	CCONJ
gujaf-370	156	20	represents	represent	VERB
gujaf-370	156	21	the	the	DET
gujaf-370	156	22	driving	drive	VERB
gujaf-370	156	23	force	force	NOUN
gujaf-370	156	24	behind	behind	ADP
gujaf-370	156	25	fraudulent	fraudulent	ADJ
gujaf-370	156	26	behavior	behavior	NOUN
gujaf-370	156	27	.	.	PUNCT
gujaf-370	157	1	this	this	DET
gujaf-370	157	2	pressure	pressure	NOUN
gujaf-370	157	3	often	often	ADV
gujaf-370	157	4	arises	arise	VERB
gujaf-370	157	5	from	from	ADP
gujaf-370	157	6	financial	financial	ADJ
gujaf-370	157	7	difficulties	difficulty	NOUN
gujaf-370	157	8	,	,	PUNCT
gujaf-370	157	9	personal	personal	ADJ
gujaf-370	157	10	debts	debt	NOUN
gujaf-370	157	11	,	,	PUNCT
gujaf-370	157	12	or	or	CCONJ
gujaf-370	157	13	unrealistic	unrealistic	ADJ
gujaf-370	157	14	performance	performance	NOUN
gujaf-370	157	15	expectations	expectation	NOUN
gujaf-370	157	16	(	(	PUNCT
gujaf-370	157	17	modugu	modugu	NOUN
gujaf-370	157	18	&	&	CCONJ
gujaf-370	157	19	anyaduba	anyaduba	NOUN
gujaf-370	157	20	,	,	PUNCT
gujaf-370	157	21	2018	2018	NUM
gujaf-370	157	22	)	)	PUNCT
gujaf-370	157	23	.	.	PUNCT
gujaf-370	158	1	in	in	ADP
gujaf-370	158	2	public	public	ADJ
gujaf-370	158	3	sector	sector	NOUN
gujaf-370	158	4	organizations	organization	NOUN
gujaf-370	158	5	,	,	PUNCT
gujaf-370	158	6	such	such	ADJ
gujaf-370	158	7	as	as	ADP
gujaf-370	158	8	ministries	ministry	NOUN
gujaf-370	158	9	of	of	ADP
gujaf-370	158	10	finance	finance	NOUN
gujaf-370	158	11	,	,	PUNCT
gujaf-370	158	12	employees	employee	NOUN
gujaf-370	158	13	may	may	AUX
gujaf-370	158	14	face	face	VERB
gujaf-370	158	15	pressures	pressure	NOUN
gujaf-370	158	16	to	to	PART
gujaf-370	158	17	manipulate	manipulate	VERB
gujaf-370	158	18	financial	financial	ADJ
gujaf-370	158	19	reports	report	NOUN
gujaf-370	158	20	to	to	PART
gujaf-370	158	21	conceal	conceal	VERB
gujaf-370	158	22	deficits	deficit	NOUN
gujaf-370	158	23	,	,	PUNCT
gujaf-370	158	24	embezzle	embezzle	VERB
gujaf-370	158	25	public	public	ADJ
gujaf-370	158	26	funds	fund	NOUN
gujaf-370	158	27	to	to	PART
gujaf-370	158	28	cover	cover	VERB
gujaf-370	158	29	personal	personal	ADJ
gujaf-370	158	30	expenses	expense	NOUN
gujaf-370	158	31	,	,	PUNCT
gujaf-370	158	32	or	or	CCONJ
gujaf-370	158	33	divert	divert	VERB
gujaf-370	158	34	resources	resource	NOUN
gujaf-370	158	35	to	to	PART
gujaf-370	158	36	meet	meet	VERB
gujaf-370	158	37	political	political	ADJ
gujaf-370	158	38	demands	demand	NOUN
gujaf-370	158	39	(	(	PUNCT
gujaf-370	158	40	salami	salami	NOUN
gujaf-370	158	41	&	&	CCONJ
gujaf-370	158	42	abdulrazaq	abdulrazaq	PROPN
gujaf-370	158	43	,	,	PUNCT
gujaf-370	158	44	2020	2020	NUM
gujaf-370	158	45	)	)	PUNCT
gujaf-370	158	46	.	.	PUNCT
gujaf-370	159	1	the	the	DET
gujaf-370	159	2	high	high	ADJ
gujaf-370	159	3	level	level	NOUN
gujaf-370	159	4	of	of	ADP
gujaf-370	159	5	gusau	gusau	ADJ
gujaf-370	159	6	journal	journal	NOUN
gujaf-370	159	7	of	of	ADP
gujaf-370	159	8	accounting	accounting	NOUN
gujaf-370	159	9	and	and	CCONJ
gujaf-370	159	10	finance	finance	NOUN
gujaf-370	159	11	,	,	PUNCT
gujaf-370	159	12	vol.6	vol.6	PROPN
gujaf-370	159	13	,	,	PUNCT
gujaf-370	159	14	issue	issue	NOUN
gujaf-370	159	15	1	1	NUM
gujaf-370	159	16	,	,	PUNCT
gujaf-370	159	17	april	april	PROPN
gujaf-370	159	18	,	,	PUNCT
gujaf-370	159	19	2025	2025	NUM
gujaf-370	159	20	101	101	NUM
gujaf-370	159	21	responsibility	responsibility	NOUN
gujaf-370	159	22	and	and	CCONJ
gujaf-370	159	23	control	control	NOUN
gujaf-370	159	24	over	over	ADP
gujaf-370	159	25	large	large	ADJ
gujaf-370	159	26	public	public	ADJ
gujaf-370	159	27	budgets	budget	NOUN
gujaf-370	159	28	can	can	AUX
gujaf-370	159	29	create	create	VERB
gujaf-370	159	30	a	a	DET
gujaf-370	159	31	unique	unique	ADJ
gujaf-370	159	32	set	set	NOUN
gujaf-370	159	33	of	of	ADP
gujaf-370	159	34	pressures	pressure	NOUN
gujaf-370	159	35	,	,	PUNCT
gujaf-370	159	36	leading	lead	VERB
gujaf-370	159	37	to	to	ADP
gujaf-370	159	38	fraud	fraud	NOUN
gujaf-370	159	39	.	.	PUNCT
gujaf-370	160	1	research	research	NOUN
gujaf-370	160	2	has	have	AUX
gujaf-370	160	3	shown	show	VERB
gujaf-370	160	4	that	that	SCONJ
gujaf-370	160	5	individuals	individual	NOUN
gujaf-370	160	6	under	under	ADP
gujaf-370	160	7	significant	significant	ADJ
gujaf-370	160	8	financial	financial	ADJ
gujaf-370	160	9	or	or	CCONJ
gujaf-370	160	10	social	social	ADJ
gujaf-370	160	11	pressures	pressure	NOUN
gujaf-370	160	12	are	be	AUX
gujaf-370	160	13	more	more	ADV
gujaf-370	160	14	likely	likely	ADJ
gujaf-370	160	15	to	to	PART
gujaf-370	160	16	rationalize	rationalize	VERB
gujaf-370	160	17	fraudulent	fraudulent	ADJ
gujaf-370	160	18	activities	activity	NOUN
gujaf-370	160	19	(	(	PUNCT
gujaf-370	160	20	chinedu	chinedu	NOUN
gujaf-370	160	21	&	&	CCONJ
gujaf-370	160	22	uchechukwu	uchechukwu	NOUN
gujaf-370	160	23	,	,	PUNCT
gujaf-370	160	24	2017	2017	NUM
gujaf-370	160	25	)	)	PUNCT
gujaf-370	160	26	.	.	PUNCT
gujaf-370	161	1	in	in	ADP
gujaf-370	161	2	ministries	ministry	NOUN
gujaf-370	161	3	of	of	ADP
gujaf-370	161	4	finance	finance	NOUN
gujaf-370	161	5	,	,	PUNCT
gujaf-370	161	6	the	the	DET
gujaf-370	161	7	pressure	pressure	NOUN
gujaf-370	161	8	to	to	PART
gujaf-370	161	9	meet	meet	VERB
gujaf-370	161	10	budgetary	budgetary	ADJ
gujaf-370	161	11	expectations	expectation	NOUN
gujaf-370	161	12	or	or	CCONJ
gujaf-370	161	13	political	political	ADJ
gujaf-370	161	14	demands	demand	NOUN
gujaf-370	161	15	can	can	AUX
gujaf-370	161	16	lead	lead	VERB
gujaf-370	161	17	to	to	ADP
gujaf-370	161	18	the	the	DET
gujaf-370	161	19	falsification	falsification	NOUN
gujaf-370	161	20	of	of	ADP
gujaf-370	161	21	financial	financial	ADJ
gujaf-370	161	22	reports	report	NOUN
gujaf-370	161	23	,	,	PUNCT
gujaf-370	161	24	as	as	SCONJ
gujaf-370	161	25	individuals	individual	NOUN
gujaf-370	161	26	try	try	VERB
gujaf-370	161	27	to	to	PART
gujaf-370	161	28	meet	meet	VERB
gujaf-370	161	29	targets	target	NOUN
gujaf-370	161	30	or	or	CCONJ
gujaf-370	161	31	avoid	avoid	VERB
gujaf-370	161	32	punishment	punishment	NOUN
gujaf-370	161	33	.	.	PUNCT
gujaf-370	162	1	therefore	therefore	ADV
gujaf-370	162	2	,	,	PUNCT
gujaf-370	162	3	addressing	address	VERB
gujaf-370	162	4	the	the	DET
gujaf-370	162	5	pressure	pressure	NOUN
gujaf-370	162	6	component	component	NOUN
gujaf-370	162	7	requires	require	VERB
gujaf-370	162	8	recognizing	recognize	VERB
gujaf-370	162	9	the	the	DET
gujaf-370	162	10	various	various	ADJ
gujaf-370	162	11	personal	personal	ADJ
gujaf-370	162	12	and	and	CCONJ
gujaf-370	162	13	organizational	organizational	ADJ
gujaf-370	162	14	factors	factor	NOUN
gujaf-370	162	15	that	that	PRON
gujaf-370	162	16	drive	drive	VERB
gujaf-370	162	17	individuals	individual	NOUN
gujaf-370	162	18	to	to	PART
gujaf-370	162	19	commit	commit	VERB
gujaf-370	162	20	fraud	fraud	NOUN
gujaf-370	162	21	(	(	PUNCT
gujaf-370	162	22	okoye	okoye	PROPN
gujaf-370	162	23	&	&	CCONJ
gujaf-370	162	24	gbegi	gbegi	PROPN
gujaf-370	162	25	,	,	PUNCT
gujaf-370	162	26	2015	2015	NUM
gujaf-370	162	27	)	)	PUNCT
gujaf-370	162	28	.	.	PUNCT
gujaf-370	163	1	opportunity	opportunity	NOUN
gujaf-370	163	2	is	be	AUX
gujaf-370	163	3	the	the	DET
gujaf-370	163	4	second	second	ADJ
gujaf-370	163	5	component	component	NOUN
gujaf-370	163	6	of	of	ADP
gujaf-370	163	7	the	the	DET
gujaf-370	163	8	fraud	fraud	NOUN
gujaf-370	163	9	triangle	triangle	NOUN
gujaf-370	163	10	and	and	CCONJ
gujaf-370	163	11	refers	refer	VERB
gujaf-370	163	12	to	to	ADP
gujaf-370	163	13	the	the	DET
gujaf-370	163	14	ability	ability	NOUN
gujaf-370	163	15	of	of	ADP
gujaf-370	163	16	individuals	individual	NOUN
gujaf-370	163	17	to	to	PART
gujaf-370	163	18	commit	commit	VERB
gujaf-370	163	19	fraud	fraud	NOUN
gujaf-370	163	20	due	due	ADP
gujaf-370	163	21	to	to	ADP
gujaf-370	163	22	weaknesses	weakness	NOUN
gujaf-370	163	23	in	in	ADP
gujaf-370	163	24	internal	internal	ADJ
gujaf-370	163	25	controls	control	NOUN
gujaf-370	163	26	,	,	PUNCT
gujaf-370	163	27	poor	poor	ADJ
gujaf-370	163	28	oversight	oversight	NOUN
gujaf-370	163	29	,	,	PUNCT
gujaf-370	163	30	or	or	CCONJ
gujaf-370	163	31	ineffective	ineffective	ADJ
gujaf-370	163	32	governance	governance	NOUN
gujaf-370	163	33	systems	system	NOUN
gujaf-370	163	34	(	(	PUNCT
gujaf-370	163	35	ogah	ogah	NOUN
gujaf-370	163	36	&	&	CCONJ
gujaf-370	163	37	olorunsola	olorunsola	PROPN
gujaf-370	163	38	,	,	PUNCT
gujaf-370	163	39	2018	2018	NUM
gujaf-370	163	40	)	)	PUNCT
gujaf-370	163	41	.	.	PUNCT
gujaf-370	164	1	in	in	ADP
gujaf-370	164	2	public	public	ADJ
gujaf-370	164	3	sector	sector	NOUN
gujaf-370	164	4	institutions	institution	NOUN
gujaf-370	164	5	,	,	PUNCT
gujaf-370	164	6	particularly	particularly	ADV
gujaf-370	164	7	in	in	ADP
gujaf-370	164	8	ministries	ministry	NOUN
gujaf-370	164	9	of	of	ADP
gujaf-370	164	10	finance	finance	NOUN
gujaf-370	164	11	,	,	PUNCT
gujaf-370	164	12	opportunities	opportunity	NOUN
gujaf-370	164	13	for	for	ADP
gujaf-370	164	14	fraud	fraud	NOUN
gujaf-370	164	15	can	can	AUX
gujaf-370	164	16	arise	arise	VERB
gujaf-370	164	17	from	from	ADP
gujaf-370	164	18	inadequate	inadequate	ADJ
gujaf-370	164	19	financial	financial	ADJ
gujaf-370	164	20	monitoring	monitoring	NOUN
gujaf-370	164	21	,	,	PUNCT
gujaf-370	164	22	lack	lack	NOUN
gujaf-370	164	23	of	of	ADP
gujaf-370	164	24	segregation	segregation	NOUN
gujaf-370	164	25	of	of	ADP
gujaf-370	164	26	duties	duty	NOUN
gujaf-370	164	27	,	,	PUNCT
gujaf-370	164	28	or	or	CCONJ
gujaf-370	164	29	outdated	outdated	ADJ
gujaf-370	164	30	auditing	auditing	NOUN
gujaf-370	164	31	processes	process	NOUN
gujaf-370	164	32	(	(	PUNCT
gujaf-370	164	33	tijani	tijani	PROPN
gujaf-370	164	34	&	&	CCONJ
gujaf-370	164	35	bakare	bakare	PROPN
gujaf-370	164	36	,	,	PUNCT
gujaf-370	164	37	2020	2020	NUM
gujaf-370	164	38	)	)	PUNCT
gujaf-370	164	39	.	.	PUNCT
gujaf-370	165	1	the	the	DET
gujaf-370	165	2	availability	availability	NOUN
gujaf-370	165	3	of	of	ADP
gujaf-370	165	4	resources	resource	NOUN
gujaf-370	165	5	,	,	PUNCT
gujaf-370	165	6	coupled	couple	VERB
gujaf-370	165	7	with	with	ADP
gujaf-370	165	8	weak	weak	ADJ
gujaf-370	165	9	internal	internal	ADJ
gujaf-370	165	10	controls	control	NOUN
gujaf-370	165	11	,	,	PUNCT
gujaf-370	165	12	creates	create	VERB
gujaf-370	165	13	an	an	DET
gujaf-370	165	14	environment	environment	NOUN
gujaf-370	165	15	conducive	conducive	ADJ
gujaf-370	165	16	to	to	PART
gujaf-370	165	17	fraud	fraud	VERB
gujaf-370	165	18	,	,	PUNCT
gujaf-370	165	19	as	as	SCONJ
gujaf-370	165	20	individuals	individual	NOUN
gujaf-370	165	21	exploit	exploit	VERB
gujaf-370	165	22	gaps	gap	NOUN
gujaf-370	165	23	in	in	ADP
gujaf-370	165	24	the	the	DET
gujaf-370	165	25	system	system	NOUN
gujaf-370	165	26	to	to	PART
gujaf-370	165	27	misappropriate	misappropriate	VERB
gujaf-370	165	28	funds	fund	NOUN
gujaf-370	165	29	or	or	CCONJ
gujaf-370	165	30	falsify	falsify	VERB
gujaf-370	165	31	records	record	NOUN
gujaf-370	165	32	.	.	PUNCT
gujaf-370	166	1	studies	study	NOUN
gujaf-370	166	2	on	on	ADP
gujaf-370	166	3	forensic	forensic	ADJ
gujaf-370	166	4	accounting	accounting	NOUN
gujaf-370	166	5	highlight	highlight	ADP
gujaf-370	166	6	the	the	DET
gujaf-370	166	7	critical	critical	ADJ
gujaf-370	166	8	role	role	NOUN
gujaf-370	166	9	of	of	ADP
gujaf-370	166	10	effective	effective	ADJ
gujaf-370	166	11	internal	internal	ADJ
gujaf-370	166	12	controls	control	NOUN
gujaf-370	166	13	and	and	CCONJ
gujaf-370	166	14	regular	regular	ADJ
gujaf-370	166	15	audits	audits	NOUN
gujaf-370	166	16	in	in	ADP
gujaf-370	166	17	reducing	reduce	VERB
gujaf-370	166	18	the	the	DET
gujaf-370	166	19	opportunity	opportunity	NOUN
gujaf-370	166	20	for	for	ADP
gujaf-370	166	21	fraud	fraud	NOUN
gujaf-370	166	22	(	(	PUNCT
gujaf-370	166	23	odia	odia	PROPN
gujaf-370	166	24	&	&	CCONJ
gujaf-370	166	25	ogiedu	ogiedu	PROPN
gujaf-370	166	26	,	,	PUNCT
gujaf-370	166	27	2016	2016	NUM
gujaf-370	166	28	)	)	PUNCT
gujaf-370	166	29	.	.	PUNCT
gujaf-370	167	1	by	by	ADP
gujaf-370	167	2	implementing	implement	VERB
gujaf-370	167	3	strong	strong	ADJ
gujaf-370	167	4	financial	financial	ADJ
gujaf-370	167	5	controls	control	NOUN
gujaf-370	167	6	,	,	PUNCT
gujaf-370	167	7	regular	regular	ADJ
gujaf-370	167	8	audits	audits	NOUN
gujaf-370	167	9	,	,	PUNCT
gujaf-370	167	10	and	and	CCONJ
gujaf-370	167	11	increased	increase	VERB
gujaf-370	167	12	oversight	oversight	NOUN
gujaf-370	167	13	,	,	PUNCT
gujaf-370	167	14	ministries	ministry	NOUN
gujaf-370	167	15	of	of	ADP
gujaf-370	167	16	finance	finance	NOUN
gujaf-370	167	17	can	can	AUX
gujaf-370	167	18	significantly	significantly	ADV
gujaf-370	167	19	limit	limit	VERB
gujaf-370	167	20	the	the	DET
gujaf-370	167	21	opportunities	opportunity	NOUN
gujaf-370	167	22	for	for	ADP
gujaf-370	167	23	fraud	fraud	NOUN
gujaf-370	167	24	(	(	PUNCT
gujaf-370	167	25	selimoğlu	selimoğlu	PROPN
gujaf-370	167	26	&	&	CCONJ
gujaf-370	167	27	altunel	altunel	PROPN
gujaf-370	167	28	,	,	PUNCT
gujaf-370	167	29	2020	2020	NUM
gujaf-370	167	30	)	)	PUNCT
gujaf-370	167	31	.	.	PUNCT
gujaf-370	168	1	forensic	forensic	ADJ
gujaf-370	168	2	accountants	accountant	NOUN
gujaf-370	168	3	,	,	PUNCT
gujaf-370	168	4	equipped	equip	VERB
gujaf-370	168	5	with	with	ADP
gujaf-370	168	6	investigative	investigative	ADJ
gujaf-370	168	7	skills	skill	NOUN
gujaf-370	168	8	,	,	PUNCT
gujaf-370	168	9	help	help	VERB
gujaf-370	168	10	to	to	PART
gujaf-370	168	11	identify	identify	VERB
gujaf-370	168	12	vulnerabilities	vulnerability	NOUN
gujaf-370	168	13	in	in	ADP
gujaf-370	168	14	financial	financial	ADJ
gujaf-370	168	15	systems	system	NOUN
gujaf-370	168	16	,	,	PUNCT
gujaf-370	168	17	which	which	PRON
gujaf-370	168	18	may	may	AUX
gujaf-370	168	19	be	be	AUX
gujaf-370	168	20	exploited	exploit	VERB
gujaf-370	168	21	by	by	ADP
gujaf-370	168	22	individuals	individual	NOUN
gujaf-370	168	23	seeking	seek	VERB
gujaf-370	168	24	to	to	PART
gujaf-370	168	25	commit	commit	VERB
gujaf-370	168	26	fraud	fraud	NOUN
gujaf-370	168	27	.	.	PUNCT
gujaf-370	169	1	for	for	ADP
gujaf-370	169	2	example	example	NOUN
gujaf-370	169	3	,	,	PUNCT
gujaf-370	169	4	forensic	forensic	ADJ
gujaf-370	169	5	audits	audits	NOUN
gujaf-370	169	6	can	can	AUX
gujaf-370	169	7	uncover	uncover	VERB
gujaf-370	169	8	hidden	hidden	ADJ
gujaf-370	169	9	transactions	transaction	NOUN
gujaf-370	169	10	,	,	PUNCT
gujaf-370	169	11	unauthorized	unauthorized	ADJ
gujaf-370	169	12	payments	payment	NOUN
gujaf-370	169	13	,	,	PUNCT
gujaf-370	169	14	or	or	CCONJ
gujaf-370	169	15	discrepancies	discrepancy	NOUN
gujaf-370	169	16	in	in	ADP
gujaf-370	169	17	financial	financial	ADJ
gujaf-370	169	18	statements	statement	NOUN
gujaf-370	169	19	,	,	PUNCT
gujaf-370	169	20	thus	thus	ADV
gujaf-370	169	21	reducing	reduce	VERB
gujaf-370	169	22	the	the	DET
gujaf-370	169	23	opportunities	opportunity	NOUN
gujaf-370	169	24	for	for	SCONJ
gujaf-370	169	25	fraud	fraud	NOUN
gujaf-370	169	26	to	to	PART
gujaf-370	169	27	occur	occur	VERB
gujaf-370	169	28	(	(	PUNCT
gujaf-370	169	29	ogunde	ogunde	PROPN
gujaf-370	169	30	&	&	CCONJ
gujaf-370	169	31	akinjobi	akinjobi	PROPN
gujaf-370	169	32	,	,	PUNCT
gujaf-370	169	33	2016	2016	NUM
gujaf-370	169	34	)	)	PUNCT
gujaf-370	169	35	.	.	PUNCT
gujaf-370	170	1	rationalization	rationalization	NOUN
gujaf-370	170	2	,	,	PUNCT
gujaf-370	170	3	the	the	DET
gujaf-370	170	4	third	third	ADJ
gujaf-370	170	5	component	component	NOUN
gujaf-370	170	6	of	of	ADP
gujaf-370	170	7	the	the	DET
gujaf-370	170	8	fraud	fraud	NOUN
gujaf-370	170	9	triangle	triangle	NOUN
gujaf-370	170	10	,	,	PUNCT
gujaf-370	170	11	refers	refer	VERB
gujaf-370	170	12	to	to	ADP
gujaf-370	170	13	the	the	DET
gujaf-370	170	14	psychological	psychological	ADJ
gujaf-370	170	15	process	process	NOUN
gujaf-370	170	16	by	by	ADP
gujaf-370	170	17	which	which	PRON
gujaf-370	170	18	individuals	individual	NOUN
gujaf-370	170	19	justify	justify	VERB
gujaf-370	170	20	their	their	PRON
gujaf-370	170	21	fraudulent	fraudulent	ADJ
gujaf-370	170	22	actions	action	NOUN
gujaf-370	170	23	.	.	PUNCT
gujaf-370	171	1	individuals	individual	NOUN
gujaf-370	171	2	who	who	PRON
gujaf-370	171	3	commit	commit	VERB
gujaf-370	171	4	fraud	fraud	NOUN
gujaf-370	171	5	often	often	ADV
gujaf-370	171	6	rationalize	rationalize	VERB
gujaf-370	171	7	their	their	PRON
gujaf-370	171	8	behavior	behavior	NOUN
gujaf-370	171	9	as	as	ADP
gujaf-370	171	10	necessary	necessary	ADJ
gujaf-370	171	11	or	or	CCONJ
gujaf-370	171	12	justifiable	justifiable	ADJ
gujaf-370	171	13	due	due	ADJ
gujaf-370	171	14	to	to	ADP
gujaf-370	171	15	external	external	ADJ
gujaf-370	171	16	circumstances	circumstance	NOUN
gujaf-370	171	17	(	(	PUNCT
gujaf-370	171	18	mehta	mehta	PROPN
gujaf-370	171	19	&	&	CCONJ
gujaf-370	171	20	bhavani	bhavani	PROPN
gujaf-370	171	21	,	,	PUNCT
gujaf-370	171	22	2017	2017	NUM
gujaf-370	171	23	)	)	PUNCT
gujaf-370	171	24	.	.	PUNCT
gujaf-370	172	1	common	common	ADJ
gujaf-370	172	2	rationalizations	rationalization	NOUN
gujaf-370	172	3	include	include	VERB
gujaf-370	172	4	beliefs	belief	NOUN
gujaf-370	172	5	such	such	ADJ
gujaf-370	172	6	as	as	ADP
gujaf-370	172	7	“	"	PUNCT
gujaf-370	172	8	i	i	PRON
gujaf-370	172	9	deserve	deserve	VERB
gujaf-370	172	10	this	this	PRON
gujaf-370	172	11	”	"	PUNCT
gujaf-370	172	12	or	or	CCONJ
gujaf-370	172	13	“	"	PUNCT
gujaf-370	172	14	the	the	DET
gujaf-370	172	15	organization	organization	NOUN
gujaf-370	172	16	wo	will	AUX
gujaf-370	172	17	n’t	not	PART
gujaf-370	172	18	notice	notice	VERB
gujaf-370	172	19	.	.	PUNCT
gujaf-370	172	20	”	"	PUNCT
gujaf-370	173	1	in	in	ADP
gujaf-370	173	2	public	public	ADJ
gujaf-370	173	3	sector	sector	NOUN
gujaf-370	173	4	institutions	institution	NOUN
gujaf-370	173	5	,	,	PUNCT
gujaf-370	173	6	employees	employee	NOUN
gujaf-370	173	7	may	may	AUX
gujaf-370	173	8	justify	justify	VERB
gujaf-370	173	9	their	their	PRON
gujaf-370	173	10	actions	action	NOUN
gujaf-370	173	11	by	by	ADP
gujaf-370	173	12	pointing	point	VERB
gujaf-370	173	13	to	to	ADP
gujaf-370	173	14	systemic	systemic	ADJ
gujaf-370	173	15	corruption	corruption	NOUN
gujaf-370	173	16	,	,	PUNCT
gujaf-370	173	17	inadequate	inadequate	ADJ
gujaf-370	173	18	compensation	compensation	NOUN
gujaf-370	173	19	,	,	PUNCT
gujaf-370	173	20	or	or	CCONJ
gujaf-370	173	21	widespread	widespread	ADJ
gujaf-370	173	22	unethical	unethical	ADJ
gujaf-370	173	23	practices	practice	NOUN
gujaf-370	173	24	within	within	ADP
gujaf-370	173	25	the	the	DET
gujaf-370	173	26	organization	organization	NOUN
gujaf-370	173	27	(	(	PUNCT
gujaf-370	173	28	chinedu	chinedu	NOUN
gujaf-370	173	29	&	&	CCONJ
gujaf-370	173	30	uchechukwu	uchechukwu	NOUN
gujaf-370	173	31	,	,	PUNCT
gujaf-370	173	32	2017	2017	NUM
gujaf-370	173	33	)	)	PUNCT
gujaf-370	173	34	.	.	PUNCT
gujaf-370	174	1	research	research	NOUN
gujaf-370	174	2	shows	show	VERB
gujaf-370	174	3	that	that	SCONJ
gujaf-370	174	4	a	a	DET
gujaf-370	174	5	strong	strong	ADJ
gujaf-370	174	6	ethical	ethical	ADJ
gujaf-370	174	7	culture	culture	NOUN
gujaf-370	174	8	within	within	ADP
gujaf-370	174	9	an	an	DET
gujaf-370	174	10	organization	organization	NOUN
gujaf-370	174	11	can	can	AUX
gujaf-370	174	12	reduce	reduce	VERB
gujaf-370	174	13	the	the	DET
gujaf-370	174	14	likelihood	likelihood	NOUN
gujaf-370	174	15	of	of	ADP
gujaf-370	174	16	individuals	individual	NOUN
gujaf-370	174	17	rationalizing	rationalize	VERB
gujaf-370	174	18	fraud	fraud	NOUN
gujaf-370	174	19	(	(	PUNCT
gujaf-370	174	20	modugu	modugu	NOUN
gujaf-370	174	21	&	&	CCONJ
gujaf-370	174	22	anyaduba	anyaduba	NOUN
gujaf-370	174	23	,	,	PUNCT
gujaf-370	174	24	2018	2018	NUM
gujaf-370	174	25	)	)	PUNCT
gujaf-370	174	26	.	.	PUNCT
gujaf-370	175	1	public	public	ADJ
gujaf-370	175	2	sector	sector	NOUN
gujaf-370	175	3	institutions	institution	NOUN
gujaf-370	175	4	,	,	PUNCT
gujaf-370	175	5	including	include	VERB
gujaf-370	175	6	ministries	ministry	NOUN
gujaf-370	175	7	of	of	ADP
gujaf-370	175	8	finance	finance	NOUN
gujaf-370	175	9	,	,	PUNCT
gujaf-370	175	10	can	can	AUX
gujaf-370	175	11	combat	combat	VERB
gujaf-370	175	12	rationalization	rationalization	NOUN
gujaf-370	175	13	by	by	ADP
gujaf-370	175	14	fostering	foster	VERB
gujaf-370	175	15	a	a	DET
gujaf-370	175	16	transparent	transparent	ADJ
gujaf-370	175	17	and	and	CCONJ
gujaf-370	175	18	ethical	ethical	ADJ
gujaf-370	175	19	work	work	NOUN
gujaf-370	175	20	environment	environment	NOUN
gujaf-370	175	21	.	.	PUNCT
gujaf-370	176	1	this	this	PRON
gujaf-370	176	2	includes	include	VERB
gujaf-370	176	3	creating	create	VERB
gujaf-370	176	4	codes	code	NOUN
gujaf-370	176	5	of	of	ADP
gujaf-370	176	6	conduct	conduct	NOUN
gujaf-370	176	7	,	,	PUNCT
gujaf-370	176	8	providing	provide	VERB
gujaf-370	176	9	ethics	ethic	NOUN
gujaf-370	176	10	training	training	NOUN
gujaf-370	176	11	,	,	PUNCT
gujaf-370	176	12	and	and	CCONJ
gujaf-370	176	13	establishing	establish	VERB
gujaf-370	176	14	clear	clear	ADJ
gujaf-370	176	15	reporting	reporting	NOUN
gujaf-370	176	16	mechanisms	mechanism	NOUN
gujaf-370	176	17	for	for	ADP
gujaf-370	176	18	whistleblowers	whistleblower	NOUN
gujaf-370	176	19	(	(	PUNCT
gujaf-370	176	20	odia	odia	PROPN
gujaf-370	176	21	&	&	CCONJ
gujaf-370	176	22	ogiedu	ogiedu	PROPN
gujaf-370	176	23	,	,	PUNCT
gujaf-370	176	24	2016	2016	NUM
gujaf-370	176	25	)	)	PUNCT
gujaf-370	176	26	.	.	PUNCT
gujaf-370	177	1	by	by	ADP
gujaf-370	177	2	emphasizing	emphasize	VERB
gujaf-370	177	3	the	the	DET
gujaf-370	177	4	importance	importance	NOUN
gujaf-370	177	5	of	of	ADP
gujaf-370	177	6	ethical	ethical	ADJ
gujaf-370	177	7	behavior	behavior	NOUN
gujaf-370	177	8	,	,	PUNCT
gujaf-370	177	9	organizations	organization	NOUN
gujaf-370	177	10	can	can	AUX
gujaf-370	177	11	help	help	VERB
gujaf-370	177	12	to	to	PART
gujaf-370	177	13	minimize	minimize	VERB
gujaf-370	177	14	the	the	DET
gujaf-370	177	15	internal	internal	ADJ
gujaf-370	177	16	justification	justification	NOUN
gujaf-370	177	17	of	of	ADP
gujaf-370	177	18	fraudulent	fraudulent	ADJ
gujaf-370	177	19	activities	activity	NOUN
gujaf-370	177	20	.	.	PUNCT
gujaf-370	178	1	the	the	DET
gujaf-370	178	2	fraud	fraud	NOUN
gujaf-370	178	3	triangle	triangle	NOUN
gujaf-370	178	4	provides	provide	VERB
gujaf-370	178	5	a	a	DET
gujaf-370	178	6	comprehensive	comprehensive	ADJ
gujaf-370	178	7	framework	framework	NOUN
gujaf-370	178	8	for	for	ADP
gujaf-370	178	9	understanding	understand	VERB
gujaf-370	178	10	the	the	DET
gujaf-370	178	11	motivations	motivation	NOUN
gujaf-370	178	12	behind	behind	ADP
gujaf-370	178	13	fraudulent	fraudulent	ADJ
gujaf-370	178	14	activities	activity	NOUN
gujaf-370	178	15	.	.	PUNCT
gujaf-370	179	1	in	in	ADP
gujaf-370	179	2	ministries	ministry	NOUN
gujaf-370	179	3	of	of	ADP
gujaf-370	179	4	finance	finance	NOUN
gujaf-370	179	5	,	,	PUNCT
gujaf-370	179	6	where	where	SCONJ
gujaf-370	179	7	the	the	DET
gujaf-370	179	8	risk	risk	NOUN
gujaf-370	179	9	of	of	ADP
gujaf-370	179	10	fraud	fraud	NOUN
gujaf-370	179	11	is	be	AUX
gujaf-370	179	12	high	high	ADJ
gujaf-370	179	13	due	due	ADP
gujaf-370	179	14	to	to	ADP
gujaf-370	179	15	the	the	DET
gujaf-370	179	16	large	large	ADJ
gujaf-370	179	17	sums	sum	NOUN
gujaf-370	179	18	of	of	ADP
gujaf-370	179	19	money	money	NOUN
gujaf-370	179	20	handled	handle	VERB
gujaf-370	179	21	and	and	CCONJ
gujaf-370	179	22	the	the	DET
gujaf-370	179	23	complex	complex	ADJ
gujaf-370	179	24	nature	nature	NOUN
gujaf-370	179	25	of	of	ADP
gujaf-370	179	26	financial	financial	ADJ
gujaf-370	179	27	operations	operation	NOUN
gujaf-370	179	28	,	,	PUNCT
gujaf-370	179	29	addressing	address	VERB
gujaf-370	179	30	all	all	DET
gujaf-370	179	31	three	three	NUM
gujaf-370	179	32	elements	element	NOUN
gujaf-370	179	33	of	of	ADP
gujaf-370	179	34	the	the	DET
gujaf-370	179	35	fraud	fraud	NOUN
gujaf-370	179	36	triangle	triangle	NOUN
gujaf-370	179	37	is	be	AUX
gujaf-370	179	38	essential	essential	ADJ
gujaf-370	179	39	.	.	PUNCT
gujaf-370	180	1	gusau	gusau	PROPN
gujaf-370	180	2	journal	journal	PROPN
gujaf-370	180	3	of	of	ADP
gujaf-370	180	4	accounting	accounting	NOUN
gujaf-370	180	5	and	and	CCONJ
gujaf-370	180	6	finance	finance	NOUN
gujaf-370	180	7	,	,	PUNCT
gujaf-370	180	8	vol.6	vol.6	PROPN
gujaf-370	180	9	,	,	PUNCT
gujaf-370	180	10	issue	issue	NOUN
gujaf-370	180	11	1	1	NUM
gujaf-370	180	12	,	,	PUNCT
gujaf-370	180	13	april	april	PROPN
gujaf-370	180	14	,	,	PUNCT
gujaf-370	180	15	2025	2025	NUM
gujaf-370	180	16	102	102	NUM
gujaf-370	180	17	benford	benford	PROPN
gujaf-370	180	18	’s	’s	PART
gujaf-370	180	19	law	law	NOUN
gujaf-370	180	20	also	also	ADV
gujaf-370	180	21	known	know	VERB
gujaf-370	180	22	as	as	ADP
gujaf-370	180	23	the	the	DET
gujaf-370	180	24	newcomb	newcomb	PROPN
gujaf-370	180	25	-	-	PUNCT
gujaf-370	180	26	benford	benford	PROPN
gujaf-370	180	27	’s	’s	PART
gujaf-370	180	28	law	law	NOUN
gujaf-370	180	29	,	,	PUNCT
gujaf-370	180	30	the	the	DET
gujaf-370	180	31	law	law	NOUN
gujaf-370	180	32	of	of	ADP
gujaf-370	180	33	anomalous	anomalous	ADJ
gujaf-370	180	34	numbers	number	NOUN
gujaf-370	180	35	,	,	PUNCT
gujaf-370	180	36	or	or	CCONJ
gujaf-370	180	37	first	first	ADJ
gujaf-370	180	38	-	-	PUNCT
gujaf-370	180	39	digit	digit	NOUN
gujaf-370	180	40	law	law	NOUN
gujaf-370	180	41	.	.	PUNCT
gujaf-370	181	1	the	the	DET
gujaf-370	181	2	law	law	NOUN
gujaf-370	181	3	states	state	VERB
gujaf-370	181	4	that	that	SCONJ
gujaf-370	181	5	in	in	ADP
gujaf-370	181	6	a	a	DET
gujaf-370	181	7	data	datum	NOUN
gujaf-370	181	8	set	set	VERB
gujaf-370	181	9	1,2	1,2	NUM
gujaf-370	181	10	.	.	PUNCT
gujaf-370	182	1	the	the	DET
gujaf-370	182	2	number	number	NOUN
gujaf-370	182	3	1	1	NUM
gujaf-370	182	4	will	will	AUX
gujaf-370	182	5	be	be	AUX
gujaf-370	182	6	the	the	DET
gujaf-370	182	7	leading	lead	VERB
gujaf-370	182	8	digit	digit	NOUN
gujaf-370	182	9	in	in	ADP
gujaf-370	182	10	a	a	DET
gujaf-370	182	11	genuine	genuine	ADJ
gujaf-370	182	12	data	datum	NOUN
gujaf-370	182	13	set	set	VERB
gujaf-370	182	14	of	of	ADP
gujaf-370	182	15	numbers	number	NOUN
gujaf-370	182	16	30.1	30.1	NUM
gujaf-370	182	17	%	%	NOUN
gujaf-370	182	18	of	of	ADP
gujaf-370	182	19	the	the	DET
gujaf-370	182	20	time	time	NOUN
gujaf-370	182	21	,	,	PUNCT
gujaf-370	182	22	the	the	DET
gujaf-370	182	23	number	number	NOUN
gujaf-370	182	24	2	2	NUM
gujaf-370	182	25	will	will	AUX
gujaf-370	182	26	be	be	AUX
gujaf-370	182	27	the	the	DET
gujaf-370	182	28	leading	lead	VERB
gujaf-370	182	29	digit	digit	NOUN
gujaf-370	182	30	17.6	17.6	NUM
gujaf-370	182	31	%	%	NOUN
gujaf-370	182	32	of	of	ADP
gujaf-370	182	33	the	the	DET
gujaf-370	182	34	time	time	NOUN
gujaf-370	182	35	,	,	PUNCT
gujaf-370	182	36	each	each	DET
gujaf-370	182	37	subsequent	subsequent	ADJ
gujaf-370	182	38	numeral	numeral	ADJ
gujaf-370	182	39	,	,	PUNCT
gujaf-370	182	40	3	3	NUM
gujaf-370	182	41	through	through	ADP
gujaf-370	182	42	9	9	NUM
gujaf-370	182	43	,	,	PUNCT
gujaf-370	182	44	will	will	AUX
gujaf-370	182	45	be	be	AUX
gujaf-370	182	46	leading	lead	VERB
gujaf-370	182	47	digit	digit	NOUN
gujaf-370	182	48	with	with	ADP
gujaf-370	182	49	decreasing	decrease	VERB
gujaf-370	182	50	frequency	frequency	NOUN
gujaf-370	182	51	.	.	PUNCT
gujaf-370	183	1	in	in	ADP
gujaf-370	183	2	essence	essence	NOUN
gujaf-370	183	3	,	,	PUNCT
gujaf-370	183	4	what	what	PRON
gujaf-370	183	5	this	this	DET
gujaf-370	183	6	theory	theory	NOUN
gujaf-370	183	7	is	be	AUX
gujaf-370	183	8	saying	say	VERB
gujaf-370	183	9	is	be	AUX
gujaf-370	183	10	that	that	SCONJ
gujaf-370	183	11	numbers	number	NOUN
gujaf-370	183	12	can	can	AUX
gujaf-370	183	13	tell	tell	VERB
gujaf-370	183	14	if	if	SCONJ
gujaf-370	183	15	something	something	PRON
gujaf-370	183	16	is	be	AUX
gujaf-370	183	17	weird	weird	ADJ
gujaf-370	183	18	or	or	CCONJ
gujaf-370	183	19	not	not	PART
gujaf-370	183	20	.	.	PUNCT
gujaf-370	184	1	all	all	DET
gujaf-370	184	2	these	these	DET
gujaf-370	184	3	theories	theory	NOUN
gujaf-370	184	4	were	be	AUX
gujaf-370	184	5	adopted	adopt	VERB
gujaf-370	184	6	for	for	ADP
gujaf-370	184	7	this	this	DET
gujaf-370	184	8	research	research	NOUN
gujaf-370	184	9	work	work	NOUN
gujaf-370	184	10	because	because	SCONJ
gujaf-370	184	11	necessary	necessary	ADJ
gujaf-370	184	12	,	,	PUNCT
gujaf-370	184	13	useful	useful	ADJ
gujaf-370	184	14	and	and	CCONJ
gujaf-370	184	15	relevant	relevant	ADJ
gujaf-370	184	16	to	to	ADP
gujaf-370	184	17	the	the	DET
gujaf-370	184	18	research	research	NOUN
gujaf-370	184	19	work	work	NOUN
gujaf-370	184	20	.	.	PUNCT
gujaf-370	185	1	3.0	3.0	NUM
gujaf-370	185	2	methodology	methodology	NOUN
gujaf-370	185	3	the	the	DET
gujaf-370	185	4	research	research	NOUN
gujaf-370	185	5	design	design	NOUN
gujaf-370	185	6	chosen	choose	VERB
gujaf-370	185	7	for	for	ADP
gujaf-370	185	8	this	this	DET
gujaf-370	185	9	study	study	NOUN
gujaf-370	185	10	is	be	AUX
gujaf-370	185	11	the	the	DET
gujaf-370	185	12	survey	survey	NOUN
gujaf-370	185	13	method	method	NOUN
gujaf-370	185	14	,	,	PUNCT
gujaf-370	185	15	which	which	PRON
gujaf-370	185	16	is	be	AUX
gujaf-370	185	17	ideal	ideal	ADJ
gujaf-370	185	18	for	for	ADP
gujaf-370	185	19	collecting	collect	VERB
gujaf-370	185	20	data	datum	NOUN
gujaf-370	185	21	from	from	ADP
gujaf-370	185	22	a	a	DET
gujaf-370	185	23	large	large	ADJ
gujaf-370	185	24	population	population	NOUN
gujaf-370	185	25	to	to	PART
gujaf-370	185	26	assess	assess	VERB
gujaf-370	185	27	the	the	DET
gujaf-370	185	28	relationship	relationship	NOUN
gujaf-370	185	29	between	between	ADP
gujaf-370	185	30	forensic	forensic	ADJ
gujaf-370	185	31	accounting	accounting	NOUN
gujaf-370	185	32	skills	skill	NOUN
gujaf-370	185	33	and	and	CCONJ
gujaf-370	185	34	fraud	fraud	NOUN
gujaf-370	185	35	management	management	NOUN
gujaf-370	185	36	within	within	ADP
gujaf-370	185	37	the	the	DET
gujaf-370	185	38	ministries	ministry	NOUN
gujaf-370	185	39	of	of	ADP
gujaf-370	185	40	finance	finance	NOUN
gujaf-370	185	41	.	.	PUNCT
gujaf-370	186	1	according	accord	VERB
gujaf-370	186	2	to	to	ADP
gujaf-370	186	3	creswell	creswell	PROPN
gujaf-370	186	4	(	(	PUNCT
gujaf-370	186	5	2014	2014	NUM
gujaf-370	186	6	)	)	PUNCT
gujaf-370	186	7	,	,	PUNCT
gujaf-370	186	8	survey	survey	NOUN
gujaf-370	186	9	research	research	NOUN
gujaf-370	186	10	provides	provide	VERB
gujaf-370	186	11	a	a	DET
gujaf-370	186	12	quantitative	quantitative	ADJ
gujaf-370	186	13	or	or	CCONJ
gujaf-370	186	14	numeric	numeric	ADJ
gujaf-370	186	15	description	description	NOUN
gujaf-370	186	16	of	of	ADP
gujaf-370	186	17	trends	trend	NOUN
gujaf-370	186	18	,	,	PUNCT
gujaf-370	186	19	attitudes	attitude	NOUN
gujaf-370	186	20	,	,	PUNCT
gujaf-370	186	21	or	or	CCONJ
gujaf-370	186	22	opinions	opinion	NOUN
gujaf-370	186	23	of	of	ADP
gujaf-370	186	24	a	a	DET
gujaf-370	186	25	population	population	NOUN
gujaf-370	186	26	by	by	ADP
gujaf-370	186	27	examining	examine	VERB
gujaf-370	186	28	a	a	DET
gujaf-370	186	29	sample	sample	NOUN
gujaf-370	186	30	,	,	PUNCT
gujaf-370	186	31	making	make	VERB
gujaf-370	186	32	it	it	PRON
gujaf-370	186	33	suitable	suitable	ADJ
gujaf-370	186	34	for	for	ADP
gujaf-370	186	35	this	this	DET
gujaf-370	186	36	study	study	NOUN
gujaf-370	186	37	’s	’s	PART
gujaf-370	186	38	goal	goal	NOUN
gujaf-370	186	39	of	of	ADP
gujaf-370	186	40	understanding	understand	VERB
gujaf-370	186	41	how	how	SCONJ
gujaf-370	186	42	forensic	forensic	ADJ
gujaf-370	186	43	accounting	accounting	NOUN
gujaf-370	186	44	skills	skill	NOUN
gujaf-370	186	45	such	such	ADJ
gujaf-370	186	46	as	as	ADP
gujaf-370	186	47	communication	communication	NOUN
gujaf-370	186	48	,	,	PUNCT
gujaf-370	186	49	technology	technology	NOUN
gujaf-370	186	50	proficiency	proficiency	NOUN
gujaf-370	186	51	,	,	PUNCT
gujaf-370	186	52	auditing	auditing	NOUN
gujaf-370	186	53	,	,	PUNCT
gujaf-370	186	54	and	and	CCONJ
gujaf-370	186	55	self	self	NOUN
gujaf-370	186	56	-	-	PUNCT
gujaf-370	186	57	efficacy	efficacy	NOUN
gujaf-370	186	58	influence	influence	NOUN
gujaf-370	186	59	fraud	fraud	NOUN
gujaf-370	186	60	management	management	NOUN
gujaf-370	186	61	.	.	PUNCT
gujaf-370	187	1	the	the	DET
gujaf-370	187	2	population	population	NOUN
gujaf-370	187	3	of	of	ADP
gujaf-370	187	4	this	this	DET
gujaf-370	187	5	study	study	NOUN
gujaf-370	187	6	consists	consist	VERB
gujaf-370	187	7	of	of	ADP
gujaf-370	187	8	one	one	NUM
gujaf-370	187	9	thousand	thousand	NUM
gujaf-370	187	10	four	four	NUM
gujaf-370	187	11	hundred	hundred	NUM
gujaf-370	187	12	and	and	CCONJ
gujaf-370	187	13	forty	forty	NUM
gujaf-370	187	14	(	(	PUNCT
gujaf-370	187	15	1,440	1,440	NUM
gujaf-370	187	16	)	)	PUNCT
gujaf-370	187	17	conventional	conventional	ADJ
gujaf-370	187	18	accountants	accountant	NOUN
gujaf-370	187	19	,	,	PUNCT
gujaf-370	187	20	auditors	auditor	NOUN
gujaf-370	187	21	,	,	PUNCT
gujaf-370	187	22	financial	financial	ADJ
gujaf-370	187	23	managers	manager	NOUN
gujaf-370	187	24	,	,	PUNCT
gujaf-370	187	25	and	and	CCONJ
gujaf-370	187	26	relevant	relevant	ADJ
gujaf-370	187	27	personnel	personnel	NOUN
gujaf-370	187	28	working	work	VERB
gujaf-370	187	29	in	in	ADP
gujaf-370	187	30	the	the	DET
gujaf-370	187	31	ministries	ministry	NOUN
gujaf-370	187	32	of	of	ADP
gujaf-370	187	33	finance	finance	NOUN
gujaf-370	187	34	across	across	ADP
gujaf-370	187	35	north	north	NOUN
gujaf-370	187	36	-	-	PUNCT
gujaf-370	187	37	western	western	ADJ
gujaf-370	187	38	nigeria	nigeria	PROPN
gujaf-370	187	39	(	(	PUNCT
gujaf-370	187	40	salary	salary	NOUN
gujaf-370	187	41	&	&	CCONJ
gujaf-370	187	42	pension	pension	NOUN
gujaf-370	187	43	directorate	directorate	NOUN
gujaf-370	187	44	of	of	ADP
gujaf-370	187	45	the	the	DET
gujaf-370	187	46	three	three	NUM
gujaf-370	187	47	states	state	NOUN
gujaf-370	187	48	,	,	PUNCT
gujaf-370	187	49	namely	namely	ADV
gujaf-370	187	50	jigawa	jigawa	PROPN
gujaf-370	187	51	,	,	PUNCT
gujaf-370	187	52	kaduna	kaduna	PROPN
gujaf-370	187	53	and	and	CCONJ
gujaf-370	187	54	kano	kano	PROPN
gujaf-370	187	55	)	)	PUNCT
gujaf-370	187	56	.	.	PUNCT
gujaf-370	188	1	table	table	NOUN
gujaf-370	188	2	1	1	NUM
gujaf-370	188	3	:	:	PUNCT
gujaf-370	188	4	population	population	NOUN
gujaf-370	188	5	of	of	ADP
gujaf-370	188	6	the	the	DET
gujaf-370	188	7	study	study	NOUN
gujaf-370	188	8	by	by	ADP
gujaf-370	188	9	state	state	PROPN
gujaf-370	188	10	ministry	ministry	PROPN
gujaf-370	188	11	of	of	ADP
gujaf-370	188	12	finance	finance	PROPN
gujaf-370	188	13	staff	staff	NOUN
gujaf-370	188	14	s	s	PART
gujaf-370	188	15	/	/	SYM
gujaf-370	188	16	n	n	PRON
gujaf-370	188	17	state	state	NOUN
gujaf-370	188	18	number	number	NOUN
gujaf-370	188	19	of	of	ADP
gujaf-370	188	20	ministry	ministry	PROPN
gujaf-370	188	21	of	of	ADP
gujaf-370	188	22	finance	finance	PROPN
gujaf-370	188	23	staff	staff	NOUN
gujaf-370	188	24	1	1	NUM
gujaf-370	188	25	jigawa	jigawa	NOUN
gujaf-370	188	26	215	215	NUM
gujaf-370	188	27	2	2	NUM
gujaf-370	188	28	kaduna	kaduna	PROPN
gujaf-370	188	29	412	412	NUM
gujaf-370	188	30	3	3	NUM
gujaf-370	188	31	kano	kano	NOUN
gujaf-370	188	32	813	813	NUM
gujaf-370	188	33	total	total	ADJ
gujaf-370	188	34	1,440	1,440	NUM
gujaf-370	188	35	source	source	NOUN
gujaf-370	188	36	:	:	PUNCT
gujaf-370	188	37	primary	primary	ADJ
gujaf-370	188	38	data	datum	NOUN
gujaf-370	188	39	salary	salary	NOUN
gujaf-370	188	40	and	and	CCONJ
gujaf-370	188	41	pension	pension	NOUN
gujaf-370	188	42	directorate	directorate	NOUN
gujaf-370	188	43	of	of	ADP
gujaf-370	188	44	the	the	DET
gujaf-370	188	45	3	3	NUM
gujaf-370	188	46	states	state	NOUN
gujaf-370	188	47	,	,	PUNCT
gujaf-370	188	48	2024	2024	NUM
gujaf-370	188	49	.	.	PUNCT
gujaf-370	189	1	this	this	DET
gujaf-370	189	2	study	study	NOUN
gujaf-370	189	3	employed	employ	VERB
gujaf-370	189	4	a	a	DET
gujaf-370	189	5	quantitative	quantitative	ADJ
gujaf-370	189	6	survey	survey	NOUN
gujaf-370	189	7	method	method	NOUN
gujaf-370	189	8	to	to	PART
gujaf-370	189	9	collect	collect	VERB
gujaf-370	189	10	data	datum	NOUN
gujaf-370	189	11	on	on	ADP
gujaf-370	189	12	the	the	DET
gujaf-370	189	13	effectiveness	effectiveness	NOUN
gujaf-370	189	14	/	/	SYM
gujaf-370	189	15	relationship	relationship	NOUN
gujaf-370	189	16	between	between	ADP
gujaf-370	189	17	forensic	forensic	ADJ
gujaf-370	189	18	accounting	accounting	NOUN
gujaf-370	189	19	competencies	competency	NOUN
gujaf-370	189	20	and	and	CCONJ
gujaf-370	189	21	fraud	fraud	NOUN
gujaf-370	189	22	management	management	NOUN
gujaf-370	189	23	in	in	ADP
gujaf-370	189	24	ministries	ministry	NOUN
gujaf-370	189	25	of	of	ADP
gujaf-370	189	26	finance	finance	NOUN
gujaf-370	189	27	in	in	ADP
gujaf-370	189	28	north	north	NOUN
gujaf-370	189	29	-	-	PUNCT
gujaf-370	189	30	western	western	NOUN
gujaf-370	189	31	nigeria	nigeria	PROPN
gujaf-370	189	32	.	.	PUNCT
gujaf-370	190	1	the	the	DET
gujaf-370	190	2	survey	survey	NOUN
gujaf-370	190	3	method	method	NOUN
gujaf-370	190	4	was	be	AUX
gujaf-370	190	5	selected	select	VERB
gujaf-370	190	6	because	because	SCONJ
gujaf-370	190	7	it	it	PRON
gujaf-370	190	8	allows	allow	VERB
gujaf-370	190	9	for	for	ADP
gujaf-370	190	10	the	the	DET
gujaf-370	190	11	efficient	efficient	ADJ
gujaf-370	190	12	collection	collection	NOUN
gujaf-370	190	13	of	of	ADP
gujaf-370	190	14	standardized	standardized	ADJ
gujaf-370	190	15	data	datum	NOUN
gujaf-370	190	16	from	from	ADP
gujaf-370	190	17	a	a	DET
gujaf-370	190	18	large	large	ADJ
gujaf-370	190	19	group	group	NOUN
gujaf-370	190	20	of	of	ADP
gujaf-370	190	21	respondents	respondent	NOUN
gujaf-370	190	22	,	,	PUNCT
gujaf-370	190	23	enabling	enable	VERB
gujaf-370	190	24	statistical	statistical	ADJ
gujaf-370	190	25	analysis	analysis	NOUN
gujaf-370	190	26	and	and	CCONJ
gujaf-370	190	27	generalization	generalization	NOUN
gujaf-370	190	28	of	of	ADP
gujaf-370	190	29	the	the	DET
gujaf-370	190	30	findings	finding	NOUN
gujaf-370	190	31	to	to	ADP
gujaf-370	190	32	a	a	DET
gujaf-370	190	33	broader	broad	ADJ
gujaf-370	190	34	population	population	NOUN
gujaf-370	190	35	(	(	PUNCT
gujaf-370	190	36	collis	collis	PROPN
gujaf-370	190	37	&	&	CCONJ
gujaf-370	190	38	hussey	hussey	PROPN
gujaf-370	190	39	,	,	PUNCT
gujaf-370	190	40	2014	2014	NUM
gujaf-370	190	41	)	)	PUNCT
gujaf-370	190	42	.	.	PUNCT
gujaf-370	191	1	the	the	DET
gujaf-370	191	2	key	key	ADJ
gujaf-370	191	3	data	data	NOUN
gujaf-370	191	4	collection	collection	NOUN
gujaf-370	191	5	instrument	instrument	NOUN
gujaf-370	191	6	for	for	ADP
gujaf-370	191	7	this	this	DET
gujaf-370	191	8	study	study	NOUN
gujaf-370	191	9	is	be	AUX
gujaf-370	191	10	a	a	DET
gujaf-370	191	11	structured	structured	ADJ
gujaf-370	191	12	questionnaire	questionnaire	NOUN
gujaf-370	191	13	,	,	PUNCT
gujaf-370	191	14	gusau	gusau	ADJ
gujaf-370	191	15	journal	journal	NOUN
gujaf-370	191	16	of	of	ADP
gujaf-370	191	17	accounting	accounting	NOUN
gujaf-370	191	18	and	and	CCONJ
gujaf-370	191	19	finance	finance	NOUN
gujaf-370	191	20	,	,	PUNCT
gujaf-370	191	21	vol.6	vol.6	PROPN
gujaf-370	191	22	,	,	PUNCT
gujaf-370	191	23	issue	issue	NOUN
gujaf-370	191	24	1	1	NUM
gujaf-370	191	25	,	,	PUNCT
gujaf-370	191	26	april	april	PROPN
gujaf-370	191	27	,	,	PUNCT
gujaf-370	191	28	2025	2025	NUM
gujaf-370	191	29	103	103	NUM
gujaf-370	191	30	which	which	PRON
gujaf-370	191	31	will	will	AUX
gujaf-370	191	32	be	be	AUX
gujaf-370	191	33	distributed	distribute	VERB
gujaf-370	191	34	to	to	ADP
gujaf-370	191	35	forensic	forensic	ADJ
gujaf-370	191	36	accountants	accountant	NOUN
gujaf-370	191	37	,	,	PUNCT
gujaf-370	191	38	auditors	auditor	NOUN
gujaf-370	191	39	,	,	PUNCT
gujaf-370	191	40	and	and	CCONJ
gujaf-370	191	41	financial	financial	ADJ
gujaf-370	191	42	officers	officer	NOUN
gujaf-370	191	43	in	in	ADP
gujaf-370	191	44	selected	select	VERB
gujaf-370	191	45	ministries	ministry	NOUN
gujaf-370	191	46	.	.	PUNCT
gujaf-370	192	1	the	the	DET
gujaf-370	192	2	questionnaire	questionnaire	NOUN
gujaf-370	192	3	was	be	AUX
gujaf-370	192	4	designed	design	VERB
gujaf-370	192	5	to	to	PART
gujaf-370	192	6	capture	capture	VERB
gujaf-370	192	7	detailed	detailed	ADJ
gujaf-370	192	8	information	information	NOUN
gujaf-370	192	9	about	about	ADP
gujaf-370	192	10	the	the	DET
gujaf-370	192	11	respondents	respondent	NOUN
gujaf-370	192	12	'	'	PART
gujaf-370	192	13	forensic	forensic	ADJ
gujaf-370	192	14	accounting	accounting	NOUN
gujaf-370	192	15	skills	skill	NOUN
gujaf-370	192	16	(	(	PUNCT
gujaf-370	192	17	e.g.	e.g.	ADV
gujaf-370	192	18	,	,	PUNCT
gujaf-370	192	19	communication	communication	NOUN
gujaf-370	192	20	,	,	PUNCT
gujaf-370	192	21	technology	technology	NOUN
gujaf-370	192	22	proficiency	proficiency	NOUN
gujaf-370	192	23	,	,	PUNCT
gujaf-370	192	24	auditing	auditing	NOUN
gujaf-370	192	25	,	,	PUNCT
gujaf-370	192	26	and	and	CCONJ
gujaf-370	192	27	self	self	NOUN
gujaf-370	192	28	-	-	PUNCT
gujaf-370	192	29	efficacy	efficacy	NOUN
gujaf-370	192	30	)	)	PUNCT
gujaf-370	192	31	and	and	CCONJ
gujaf-370	192	32	their	their	PRON
gujaf-370	192	33	perspectives	perspective	NOUN
gujaf-370	192	34	on	on	ADP
gujaf-370	192	35	fraud	fraud	NOUN
gujaf-370	192	36	management	management	NOUN
gujaf-370	192	37	within	within	ADP
gujaf-370	192	38	their	their	PRON
gujaf-370	192	39	ministries	ministry	NOUN
gujaf-370	192	40	.	.	PUNCT
gujaf-370	193	1	the	the	DET
gujaf-370	193	2	questionnaire	questionnaire	NOUN
gujaf-370	193	3	is	be	AUX
gujaf-370	193	4	divided	divide	VERB
gujaf-370	193	5	into	into	ADP
gujaf-370	193	6	sections	section	NOUN
gujaf-370	193	7	,	,	PUNCT
gujaf-370	193	8	with	with	SCONJ
gujaf-370	193	9	each	each	DET
gujaf-370	193	10	section	section	NOUN
gujaf-370	193	11	focused	focus	VERB
gujaf-370	193	12	on	on	ADP
gujaf-370	193	13	one	one	NUM
gujaf-370	193	14	of	of	ADP
gujaf-370	193	15	the	the	DET
gujaf-370	193	16	key	key	ADJ
gujaf-370	193	17	variables	variable	NOUN
gujaf-370	193	18	.	.	PUNCT
gujaf-370	194	1	the	the	DET
gujaf-370	194	2	questions	question	NOUN
gujaf-370	194	3	are	be	AUX
gujaf-370	194	4	predominantly	predominantly	ADV
gujaf-370	194	5	closed	closed	ADJ
gujaf-370	194	6	-	-	PUNCT
gujaf-370	194	7	ended	ended	ADJ
gujaf-370	194	8	,	,	PUNCT
gujaf-370	194	9	utilizing	utilize	VERB
gujaf-370	194	10	a	a	DET
gujaf-370	194	11	likert	likert	ADJ
gujaf-370	194	12	scale	scale	NOUN
gujaf-370	194	13	(	(	PUNCT
gujaf-370	194	14	e.g.	e.g.	ADV
gujaf-370	194	15	,	,	PUNCT
gujaf-370	194	16	from	from	ADP
gujaf-370	194	17	"	"	PUNCT
gujaf-370	194	18	strongly	strongly	ADV
gujaf-370	194	19	disagree	disagree	VERB
gujaf-370	194	20	"	"	PUNCT
gujaf-370	194	21	to	to	PART
gujaf-370	194	22	"	"	PUNCT
gujaf-370	194	23	strongly	strongly	ADV
gujaf-370	194	24	agree	agree	VERB
gujaf-370	194	25	"	"	PUNCT
gujaf-370	194	26	)	)	PUNCT
gujaf-370	194	27	to	to	PART
gujaf-370	194	28	assess	assess	VERB
gujaf-370	194	29	respondents	respondent	NOUN
gujaf-370	194	30	'	'	PART
gujaf-370	194	31	opinions	opinion	NOUN
gujaf-370	194	32	,	,	PUNCT
gujaf-370	194	33	attitudes	attitude	NOUN
gujaf-370	194	34	,	,	PUNCT
gujaf-370	194	35	and	and	CCONJ
gujaf-370	194	36	experiences	experience	NOUN
gujaf-370	194	37	related	relate	VERB
gujaf-370	194	38	to	to	PART
gujaf-370	194	39	fraud	fraud	VERB
gujaf-370	194	40	management	management	NOUN
gujaf-370	194	41	practices	practice	NOUN
gujaf-370	194	42	.	.	PUNCT
gujaf-370	195	1	according	accord	VERB
gujaf-370	195	2	to	to	ADP
gujaf-370	195	3	saunders	saunders	PROPN
gujaf-370	195	4	et	et	PROPN
gujaf-370	195	5	al	al	PROPN
gujaf-370	195	6	.	.	PROPN
gujaf-370	196	1	(	(	PUNCT
gujaf-370	196	2	2019	2019	NUM
gujaf-370	196	3	)	)	PUNCT
gujaf-370	196	4	,	,	PUNCT
gujaf-370	196	5	likert	likert	NOUN
gujaf-370	196	6	scales	scale	NOUN
gujaf-370	196	7	are	be	AUX
gujaf-370	196	8	effective	effective	ADJ
gujaf-370	196	9	for	for	ADP
gujaf-370	196	10	gathering	gather	VERB
gujaf-370	196	11	data	datum	NOUN
gujaf-370	196	12	on	on	ADP
gujaf-370	196	13	attitudes	attitude	NOUN
gujaf-370	196	14	and	and	CCONJ
gujaf-370	196	15	perceptions	perception	NOUN
gujaf-370	196	16	,	,	PUNCT
gujaf-370	196	17	allowing	allow	VERB
gujaf-370	196	18	for	for	ADP
gujaf-370	196	19	easy	easy	ADJ
gujaf-370	196	20	quantification	quantification	NOUN
gujaf-370	196	21	and	and	CCONJ
gujaf-370	196	22	analysis	analysis	NOUN
gujaf-370	196	23	.	.	PUNCT
gujaf-370	197	1	additionally	additionally	ADV
gujaf-370	197	2	,	,	PUNCT
gujaf-370	197	3	demographic	demographic	ADJ
gujaf-370	197	4	questions	question	NOUN
gujaf-370	197	5	will	will	AUX
gujaf-370	197	6	be	be	AUX
gujaf-370	197	7	included	include	VERB
gujaf-370	197	8	to	to	PART
gujaf-370	197	9	capture	capture	VERB
gujaf-370	197	10	respondents	respondent	NOUN
gujaf-370	197	11	'	'	PART
gujaf-370	197	12	background	background	NOUN
gujaf-370	197	13	information	information	NOUN
gujaf-370	197	14	,	,	PUNCT
gujaf-370	197	15	such	such	ADJ
gujaf-370	197	16	as	as	ADP
gujaf-370	197	17	their	their	PRON
gujaf-370	197	18	job	job	NOUN
gujaf-370	197	19	role	role	NOUN
gujaf-370	197	20	,	,	PUNCT
gujaf-370	197	21	years	year	NOUN
gujaf-370	197	22	of	of	ADP
gujaf-370	197	23	experience	experience	NOUN
gujaf-370	197	24	,	,	PUNCT
gujaf-370	197	25	and	and	CCONJ
gujaf-370	197	26	educational	educational	ADJ
gujaf-370	197	27	qualifications	qualification	NOUN
gujaf-370	197	28	,	,	PUNCT
gujaf-370	197	29	which	which	PRON
gujaf-370	197	30	may	may	AUX
gujaf-370	197	31	be	be	AUX
gujaf-370	197	32	relevant	relevant	ADJ
gujaf-370	197	33	for	for	ADP
gujaf-370	197	34	the	the	DET
gujaf-370	197	35	study	study	NOUN
gujaf-370	197	36	's	's	PART
gujaf-370	197	37	analysis	analysis	NOUN
gujaf-370	197	38	.	.	PUNCT
gujaf-370	198	1	4.0	4.0	NUM
gujaf-370	198	2	analysis	analysis	NOUN
gujaf-370	198	3	results	result	NOUN
gujaf-370	198	4	and	and	CCONJ
gujaf-370	198	5	discussion	discussion	VERB
gujaf-370	198	6	the	the	DET
gujaf-370	198	7	results	result	NOUN
gujaf-370	198	8	of	of	ADP
gujaf-370	198	9	the	the	DET
gujaf-370	198	10	regression	regression	NOUN
gujaf-370	198	11	analysis	analysis	NOUN
gujaf-370	198	12	used	use	VERB
gujaf-370	198	13	to	to	PART
gujaf-370	198	14	test	test	VERB
gujaf-370	198	15	the	the	DET
gujaf-370	198	16	study	study	NOUN
gujaf-370	198	17	hypotheses	hypothesis	NOUN
gujaf-370	198	18	is	be	AUX
gujaf-370	198	19	presented	present	VERB
gujaf-370	198	20	.	.	PUNCT
gujaf-370	199	1	table	table	NOUN
gujaf-370	199	2	2	2	NUM
gujaf-370	199	3	regression	regression	NOUN
gujaf-370	199	4	analysis	analysis	NOUN
gujaf-370	199	5	variable	variable	ADJ
gujaf-370	199	6	coefficient	coefficient	NOUN
gujaf-370	199	7	standard	standard	ADJ
gujaf-370	199	8	error	error	NOUN
gujaf-370	199	9	tvalue	tvalue	NOUN
gujaf-370	199	10	probability	probability	NOUN
gujaf-370	199	11	constant	constant	ADJ
gujaf-370	199	12	0.227	0.227	NUM
gujaf-370	199	13	0.236	0.236	NUM
gujaf-370	199	14	0.96	0.96	NUM
gujaf-370	199	15	0.338	0.338	NUM
gujaf-370	199	16	cs	cs	PROPN
gujaf-370	199	17	0.241	0.241	NUM
gujaf-370	199	18	0.039	0.039	NUM
gujaf-370	199	19	6.20	6.20	NUM
gujaf-370	199	20	0.000	0.000	NUM
gujaf-370	199	21	tc	tc	NUM
gujaf-370	199	22	0.224	0.224	NUM
gujaf-370	199	23	0.041	0.041	NUM
gujaf-370	199	24	5.43	5.43	NUM
gujaf-370	199	25	0.000	0.000	NUM
gujaf-370	199	26	aas	aas	NOUN
gujaf-370	199	27	0.159	0.159	NUM
gujaf-370	199	28	0.033	0.033	NUM
gujaf-370	199	29	4,85	4,85	NUM
gujaf-370	199	30	0.000	0.000	NUM
gujaf-370	199	31	as	as	ADP
gujaf-370	199	32	0.062	0.062	NUM
gujaf-370	199	33	0.036	0.036	NUM
gujaf-370	199	34	1.74	1.74	NUM
gujaf-370	199	35	0.083	0.083	NUM
gujaf-370	199	36	r	r	X
gujaf-370	199	37	-	-	PUNCT
gujaf-370	199	38	squared	square	VERB
gujaf-370	199	39	0.320	0.320	NUM
gujaf-370	199	40	f	f	PROPN
gujaf-370	199	41	19.16	19.16	NUM
gujaf-370	199	42	probability	probability	NOUN
gujaf-370	199	43	0.000	0.000	NUM
gujaf-370	199	44	the	the	DET
gujaf-370	199	45	regression	regression	NOUN
gujaf-370	199	46	analysis	analysis	NOUN
gujaf-370	199	47	in	in	ADP
gujaf-370	199	48	table	table	NOUN
gujaf-370	199	49	4.5	4.5	NUM
gujaf-370	199	50	evaluates	evaluate	VERB
gujaf-370	199	51	the	the	DET
gujaf-370	199	52	effect	effect	NOUN
gujaf-370	199	53	of	of	ADP
gujaf-370	199	54	communication	communication	NOUN
gujaf-370	199	55	skills	skill	NOUN
gujaf-370	199	56	,	,	PUNCT
gujaf-370	199	57	technological	technological	ADJ
gujaf-370	199	58	skills	skill	NOUN
gujaf-370	199	59	,	,	PUNCT
gujaf-370	199	60	accounting	accounting	NOUN
gujaf-370	199	61	and	and	CCONJ
gujaf-370	199	62	auditing	auditing	NOUN
gujaf-370	199	63	skills	skill	NOUN
gujaf-370	199	64	,	,	PUNCT
gujaf-370	199	65	and	and	CCONJ
gujaf-370	199	66	auditor	auditor	NOUN
gujaf-370	199	67	’s	’s	PART
gujaf-370	199	68	self	self	NOUN
gujaf-370	199	69	-	-	PUNCT
gujaf-370	199	70	efficacy	efficacy	NOUN
gujaf-370	199	71	on	on	ADP
gujaf-370	199	72	fraud	fraud	NOUN
gujaf-370	199	73	management	management	NOUN
gujaf-370	199	74	in	in	ADP
gujaf-370	199	75	finance	finance	NOUN
gujaf-370	199	76	ministries	ministry	NOUN
gujaf-370	199	77	in	in	ADP
gujaf-370	199	78	northwestern	northwestern	PROPN
gujaf-370	199	79	nigeria	nigeria	PROPN
gujaf-370	199	80	.	.	PUNCT
gujaf-370	200	1	the	the	DET
gujaf-370	200	2	model	model	NOUN
gujaf-370	200	3	's	's	PART
gujaf-370	200	4	r	r	NOUN
gujaf-370	200	5	-	-	PUNCT
gujaf-370	200	6	squared	square	VERB
gujaf-370	200	7	value	value	NOUN
gujaf-370	200	8	is	be	AUX
gujaf-370	200	9	0.320	0.320	NUM
gujaf-370	200	10	,	,	PUNCT
gujaf-370	200	11	indicating	indicate	VERB
gujaf-370	200	12	that	that	SCONJ
gujaf-370	200	13	the	the	DET
gujaf-370	200	14	independent	independent	ADJ
gujaf-370	200	15	variables	variable	NOUN
gujaf-370	200	16	collectively	collectively	ADV
gujaf-370	200	17	explain	explain	VERB
gujaf-370	200	18	32.0	32.0	NUM
gujaf-370	200	19	%	%	NOUN
gujaf-370	200	20	of	of	ADP
gujaf-370	200	21	the	the	DET
gujaf-370	200	22	variation	variation	NOUN
gujaf-370	200	23	in	in	ADP
gujaf-370	200	24	fraud	fraud	NOUN
gujaf-370	200	25	management	management	NOUN
gujaf-370	200	26	.	.	PUNCT
gujaf-370	201	1	while	while	SCONJ
gujaf-370	201	2	this	this	PRON
gujaf-370	201	3	suggests	suggest	VERB
gujaf-370	201	4	that	that	SCONJ
gujaf-370	201	5	other	other	ADJ
gujaf-370	201	6	factors	factor	NOUN
gujaf-370	201	7	not	not	PART
gujaf-370	201	8	included	include	VERB
gujaf-370	201	9	in	in	ADP
gujaf-370	201	10	the	the	DET
gujaf-370	201	11	model	model	NOUN
gujaf-370	201	12	also	also	ADV
gujaf-370	201	13	influence	influence	VERB
gujaf-370	201	14	fraud	fraud	NOUN
gujaf-370	201	15	management	management	NOUN
gujaf-370	201	16	,	,	PUNCT
gujaf-370	201	17	the	the	DET
gujaf-370	201	18	value	value	NOUN
gujaf-370	201	19	reflects	reflect	VERB
gujaf-370	201	20	a	a	DET
gujaf-370	201	21	reasonable	reasonable	ADJ
gujaf-370	201	22	level	level	NOUN
gujaf-370	201	23	of	of	ADP
gujaf-370	201	24	explanatory	explanatory	ADJ
gujaf-370	201	25	power	power	NOUN
gujaf-370	201	26	in	in	ADP
gujaf-370	201	27	social	social	ADJ
gujaf-370	201	28	science	science	NOUN
gujaf-370	201	29	research	research	NOUN
gujaf-370	201	30	.	.	PUNCT
gujaf-370	202	1	the	the	DET
gujaf-370	202	2	f	f	NOUN
gujaf-370	202	3	-	-	PUNCT
gujaf-370	202	4	statistic	statistic	NOUN
gujaf-370	202	5	of	of	ADP
gujaf-370	202	6	19.16	19.16	NUM
gujaf-370	202	7	,	,	PUNCT
gujaf-370	202	8	with	with	ADP
gujaf-370	202	9	a	a	DET
gujaf-370	202	10	p	p	NOUN
gujaf-370	202	11	-	-	PUNCT
gujaf-370	202	12	value	value	NOUN
gujaf-370	202	13	of	of	ADP
gujaf-370	202	14	0.000	0.000	NUM
gujaf-370	202	15	,	,	PUNCT
gujaf-370	202	16	confirms	confirm	VERB
gujaf-370	202	17	that	that	SCONJ
gujaf-370	202	18	the	the	DET
gujaf-370	202	19	model	model	NOUN
gujaf-370	202	20	is	be	AUX
gujaf-370	202	21	statistically	statistically	ADV
gujaf-370	202	22	significant	significant	ADJ
gujaf-370	202	23	.	.	PUNCT
gujaf-370	203	1	this	this	PRON
gujaf-370	203	2	indicates	indicate	VERB
gujaf-370	203	3	that	that	SCONJ
gujaf-370	203	4	the	the	DET
gujaf-370	203	5	independent	independent	ADJ
gujaf-370	203	6	variables	variable	NOUN
gujaf-370	203	7	,	,	PUNCT
gujaf-370	203	8	when	when	SCONJ
gujaf-370	203	9	taken	take	VERB
gujaf-370	203	10	together	together	ADV
gujaf-370	203	11	,	,	PUNCT
gujaf-370	203	12	have	have	VERB
gujaf-370	203	13	a	a	DET
gujaf-370	203	14	meaningful	meaningful	ADJ
gujaf-370	203	15	impact	impact	NOUN
gujaf-370	203	16	on	on	ADP
gujaf-370	203	17	fraud	fraud	NOUN
gujaf-370	203	18	management	management	NOUN
gujaf-370	203	19	practices	practice	NOUN
gujaf-370	203	20	.	.	PUNCT
gujaf-370	204	1	gusau	gusau	ADJ
gujaf-370	204	2	journal	journal	PROPN
gujaf-370	204	3	of	of	ADP
gujaf-370	204	4	accounting	accounting	NOUN
gujaf-370	204	5	and	and	CCONJ
gujaf-370	204	6	finance	finance	NOUN
gujaf-370	204	7	,	,	PUNCT
gujaf-370	204	8	vol.6	vol.6	PROPN
gujaf-370	204	9	,	,	PUNCT
gujaf-370	204	10	issue	issue	NOUN
gujaf-370	204	11	1	1	NUM
gujaf-370	204	12	,	,	PUNCT
gujaf-370	204	13	april	april	PROPN
gujaf-370	204	14	,	,	PUNCT
gujaf-370	204	15	2025	2025	NUM
gujaf-370	204	16	104	104	NUM
gujaf-370	204	17	communication	communication	NOUN
gujaf-370	204	18	skills	skill	NOUN
gujaf-370	204	19	show	show	VERB
gujaf-370	204	20	a	a	DET
gujaf-370	204	21	positive	positive	ADJ
gujaf-370	204	22	and	and	CCONJ
gujaf-370	204	23	statistically	statistically	ADV
gujaf-370	204	24	significant	significant	ADJ
gujaf-370	204	25	effect	effect	NOUN
gujaf-370	204	26	on	on	ADP
gujaf-370	204	27	fraud	fraud	NOUN
gujaf-370	204	28	management	management	NOUN
gujaf-370	204	29	,	,	PUNCT
gujaf-370	204	30	with	with	ADP
gujaf-370	204	31	a	a	DET
gujaf-370	204	32	coefficient	coefficient	NOUN
gujaf-370	204	33	of	of	ADP
gujaf-370	204	34	0.241	0.241	NUM
gujaf-370	204	35	and	and	CCONJ
gujaf-370	204	36	a	a	DET
gujaf-370	204	37	p	p	NOUN
gujaf-370	204	38	-	-	PUNCT
gujaf-370	204	39	value	value	NOUN
gujaf-370	204	40	of	of	ADP
gujaf-370	204	41	0.000	0.000	NUM
gujaf-370	204	42	.	.	PUNCT
gujaf-370	205	1	this	this	PRON
gujaf-370	205	2	means	mean	VERB
gujaf-370	205	3	that	that	SCONJ
gujaf-370	205	4	an	an	DET
gujaf-370	205	5	improvement	improvement	NOUN
gujaf-370	205	6	in	in	ADP
gujaf-370	205	7	communication	communication	NOUN
gujaf-370	205	8	skills	skill	NOUN
gujaf-370	205	9	leads	lead	VERB
gujaf-370	205	10	to	to	ADP
gujaf-370	205	11	a	a	DET
gujaf-370	205	12	corresponding	corresponding	ADJ
gujaf-370	205	13	increase	increase	NOUN
gujaf-370	205	14	in	in	ADP
gujaf-370	205	15	fraud	fraud	NOUN
gujaf-370	205	16	management	management	NOUN
gujaf-370	205	17	effectiveness	effectiveness	NOUN
gujaf-370	205	18	.	.	PUNCT
gujaf-370	206	1	the	the	DET
gujaf-370	206	2	importance	importance	NOUN
gujaf-370	206	3	of	of	ADP
gujaf-370	206	4	this	this	DET
gujaf-370	206	5	result	result	NOUN
gujaf-370	206	6	lies	lie	VERB
gujaf-370	206	7	in	in	ADP
gujaf-370	206	8	the	the	DET
gujaf-370	206	9	role	role	NOUN
gujaf-370	206	10	of	of	ADP
gujaf-370	206	11	communication	communication	NOUN
gujaf-370	206	12	in	in	ADP
gujaf-370	206	13	ensuring	ensure	VERB
gujaf-370	206	14	accurate	accurate	ADJ
gujaf-370	206	15	reporting	reporting	NOUN
gujaf-370	206	16	,	,	PUNCT
gujaf-370	206	17	promoting	promote	VERB
gujaf-370	206	18	teamwork	teamwork	NOUN
gujaf-370	206	19	,	,	PUNCT
gujaf-370	206	20	and	and	CCONJ
gujaf-370	206	21	facilitating	facilitate	VERB
gujaf-370	206	22	the	the	DET
gujaf-370	206	23	timely	timely	ADJ
gujaf-370	206	24	exchange	exchange	NOUN
gujaf-370	206	25	of	of	ADP
gujaf-370	206	26	information	information	NOUN
gujaf-370	206	27	critical	critical	ADJ
gujaf-370	206	28	to	to	PART
gujaf-370	206	29	fraud	fraud	VERB
gujaf-370	206	30	prevention	prevention	NOUN
gujaf-370	206	31	.	.	PUNCT
gujaf-370	207	1	finance	finance	NOUN
gujaf-370	207	2	ministries	ministry	NOUN
gujaf-370	207	3	can	can	AUX
gujaf-370	207	4	benefit	benefit	VERB
gujaf-370	207	5	from	from	ADP
gujaf-370	207	6	training	training	NOUN
gujaf-370	207	7	programs	program	NOUN
gujaf-370	207	8	focused	focus	VERB
gujaf-370	207	9	on	on	ADP
gujaf-370	207	10	enhancing	enhance	VERB
gujaf-370	207	11	communication	communication	NOUN
gujaf-370	207	12	capabilities	capability	NOUN
gujaf-370	207	13	to	to	PART
gujaf-370	207	14	bolster	bolster	VERB
gujaf-370	207	15	fraud	fraud	NOUN
gujaf-370	207	16	detection	detection	NOUN
gujaf-370	207	17	and	and	CCONJ
gujaf-370	207	18	mitigation	mitigation	NOUN
gujaf-370	207	19	efforts	effort	NOUN
gujaf-370	207	20	.	.	PUNCT
gujaf-370	208	1	technological	technological	ADJ
gujaf-370	208	2	skills	skill	NOUN
gujaf-370	208	3	also	also	ADV
gujaf-370	208	4	exhibit	exhibit	VERB
gujaf-370	208	5	a	a	DET
gujaf-370	208	6	positive	positive	ADJ
gujaf-370	208	7	and	and	CCONJ
gujaf-370	208	8	significant	significant	ADJ
gujaf-370	208	9	relationship	relationship	NOUN
gujaf-370	208	10	with	with	ADP
gujaf-370	208	11	fraud	fraud	NOUN
gujaf-370	208	12	management	management	NOUN
gujaf-370	208	13	,	,	PUNCT
gujaf-370	208	14	with	with	ADP
gujaf-370	208	15	a	a	DET
gujaf-370	208	16	coefficient	coefficient	NOUN
gujaf-370	208	17	of	of	ADP
gujaf-370	208	18	0.224	0.224	NUM
gujaf-370	208	19	and	and	CCONJ
gujaf-370	208	20	a	a	DET
gujaf-370	208	21	p	p	NOUN
gujaf-370	208	22	-	-	PUNCT
gujaf-370	208	23	value	value	NOUN
gujaf-370	208	24	of	of	ADP
gujaf-370	208	25	0.000	0.000	NUM
gujaf-370	208	26	.	.	PUNCT
gujaf-370	209	1	this	this	DET
gujaf-370	209	2	finding	finding	NOUN
gujaf-370	209	3	underscores	underscore	VERB
gujaf-370	209	4	the	the	DET
gujaf-370	209	5	critical	critical	ADJ
gujaf-370	209	6	role	role	NOUN
gujaf-370	209	7	of	of	ADP
gujaf-370	209	8	technology	technology	NOUN
gujaf-370	209	9	in	in	ADP
gujaf-370	209	10	combating	combat	VERB
gujaf-370	209	11	fraud	fraud	NOUN
gujaf-370	209	12	.	.	PUNCT
gujaf-370	210	1	by	by	ADP
gujaf-370	210	2	leveraging	leverage	VERB
gujaf-370	210	3	technological	technological	ADJ
gujaf-370	210	4	tools	tool	NOUN
gujaf-370	210	5	such	such	ADJ
gujaf-370	210	6	as	as	ADP
gujaf-370	210	7	forensic	forensic	ADJ
gujaf-370	210	8	accounting	accounting	NOUN
gujaf-370	210	9	software	software	NOUN
gujaf-370	210	10	,	,	PUNCT
gujaf-370	210	11	data	datum	NOUN
gujaf-370	210	12	analytics	analytic	NOUN
gujaf-370	210	13	platforms	platform	NOUN
gujaf-370	210	14	,	,	PUNCT
gujaf-370	210	15	and	and	CCONJ
gujaf-370	210	16	automated	automate	VERB
gujaf-370	210	17	systems	system	NOUN
gujaf-370	210	18	,	,	PUNCT
gujaf-370	210	19	employees	employee	NOUN
gujaf-370	210	20	can	can	AUX
gujaf-370	210	21	detect	detect	VERB
gujaf-370	210	22	irregularities	irregularity	NOUN
gujaf-370	210	23	and	and	CCONJ
gujaf-370	210	24	prevent	prevent	VERB
gujaf-370	210	25	fraudulent	fraudulent	ADJ
gujaf-370	210	26	activities	activity	NOUN
gujaf-370	210	27	more	more	ADV
gujaf-370	210	28	effectively	effectively	ADV
gujaf-370	210	29	.	.	PUNCT
gujaf-370	211	1	this	this	DET
gujaf-370	211	2	result	result	NOUN
gujaf-370	211	3	highlights	highlight	VERB
gujaf-370	211	4	the	the	DET
gujaf-370	211	5	importance	importance	NOUN
gujaf-370	211	6	of	of	ADP
gujaf-370	211	7	continuous	continuous	ADJ
gujaf-370	211	8	investment	investment	NOUN
gujaf-370	211	9	in	in	ADP
gujaf-370	211	10	technological	technological	ADJ
gujaf-370	211	11	infrastructure	infrastructure	NOUN
gujaf-370	211	12	and	and	CCONJ
gujaf-370	211	13	training	training	NOUN
gujaf-370	211	14	for	for	ADP
gujaf-370	211	15	finance	finance	NOUN
gujaf-370	211	16	ministry	ministry	NOUN
gujaf-370	211	17	personnel	personnel	NOUN
gujaf-370	211	18	to	to	PART
gujaf-370	211	19	strengthen	strengthen	VERB
gujaf-370	211	20	fraud	fraud	NOUN
gujaf-370	211	21	management	management	NOUN
gujaf-370	211	22	practices	practice	NOUN
gujaf-370	211	23	.	.	PUNCT
gujaf-370	212	1	accounting	accounting	NOUN
gujaf-370	212	2	and	and	CCONJ
gujaf-370	212	3	auditing	auditing	NOUN
gujaf-370	212	4	skills	skill	NOUN
gujaf-370	212	5	contribute	contribute	VERB
gujaf-370	212	6	positively	positively	ADV
gujaf-370	212	7	and	and	CCONJ
gujaf-370	212	8	significantly	significantly	ADV
gujaf-370	212	9	to	to	PART
gujaf-370	212	10	fraud	fraud	VERB
gujaf-370	212	11	management	management	NOUN
gujaf-370	212	12	,	,	PUNCT
gujaf-370	212	13	with	with	ADP
gujaf-370	212	14	a	a	DET
gujaf-370	212	15	coefficient	coefficient	NOUN
gujaf-370	212	16	of	of	ADP
gujaf-370	212	17	0.159	0.159	NUM
gujaf-370	212	18	and	and	CCONJ
gujaf-370	212	19	a	a	DET
gujaf-370	212	20	p	p	NOUN
gujaf-370	212	21	-	-	PUNCT
gujaf-370	212	22	value	value	NOUN
gujaf-370	212	23	of	of	ADP
gujaf-370	212	24	0.000	0.000	NUM
gujaf-370	212	25	.	.	PUNCT
gujaf-370	213	1	this	this	DET
gujaf-370	213	2	result	result	NOUN
gujaf-370	213	3	aligns	align	VERB
gujaf-370	213	4	with	with	ADP
gujaf-370	213	5	the	the	DET
gujaf-370	213	6	technical	technical	ADJ
gujaf-370	213	7	nature	nature	NOUN
gujaf-370	213	8	of	of	ADP
gujaf-370	213	9	fraud	fraud	NOUN
gujaf-370	213	10	detection	detection	PROPN
gujaf-370	213	11	,	,	PUNCT
gujaf-370	213	12	which	which	PRON
gujaf-370	213	13	relies	rely	VERB
gujaf-370	213	14	heavily	heavily	ADV
gujaf-370	213	15	on	on	ADP
gujaf-370	213	16	strong	strong	ADJ
gujaf-370	213	17	accounting	accounting	NOUN
gujaf-370	213	18	and	and	CCONJ
gujaf-370	213	19	auditing	auditing	NOUN
gujaf-370	213	20	expertise	expertise	NOUN
gujaf-370	213	21	.	.	PUNCT
gujaf-370	214	1	professionals	professional	NOUN
gujaf-370	214	2	equipped	equip	VERB
gujaf-370	214	3	with	with	ADP
gujaf-370	214	4	these	these	DET
gujaf-370	214	5	skills	skill	NOUN
gujaf-370	214	6	are	be	AUX
gujaf-370	214	7	better	well	ADV
gujaf-370	214	8	positioned	positioned	ADJ
gujaf-370	214	9	to	to	PART
gujaf-370	214	10	identify	identify	VERB
gujaf-370	214	11	financial	financial	ADJ
gujaf-370	214	12	discrepancies	discrepancy	NOUN
gujaf-370	214	13	,	,	PUNCT
gujaf-370	214	14	ensure	ensure	VERB
gujaf-370	214	15	compliance	compliance	NOUN
gujaf-370	214	16	with	with	ADP
gujaf-370	214	17	regulatory	regulatory	ADJ
gujaf-370	214	18	standards	standard	NOUN
gujaf-370	214	19	,	,	PUNCT
gujaf-370	214	20	and	and	CCONJ
gujaf-370	214	21	implement	implement	VERB
gujaf-370	214	22	robust	robust	ADJ
gujaf-370	214	23	internal	internal	ADJ
gujaf-370	214	24	controls	control	NOUN
gujaf-370	214	25	.	.	PUNCT
gujaf-370	215	1	enhancing	enhance	VERB
gujaf-370	215	2	these	these	DET
gujaf-370	215	3	competencies	competency	NOUN
gujaf-370	215	4	among	among	ADP
gujaf-370	215	5	public	public	ADJ
gujaf-370	215	6	sector	sector	NOUN
gujaf-370	215	7	employees	employee	NOUN
gujaf-370	215	8	can	can	AUX
gujaf-370	215	9	significantly	significantly	ADV
gujaf-370	215	10	improve	improve	VERB
gujaf-370	215	11	the	the	DET
gujaf-370	215	12	overall	overall	ADJ
gujaf-370	215	13	integrity	integrity	NOUN
gujaf-370	215	14	of	of	ADP
gujaf-370	215	15	financial	financial	ADJ
gujaf-370	215	16	operations	operation	NOUN
gujaf-370	215	17	.	.	PUNCT
gujaf-370	216	1	auditor	auditor	NOUN
gujaf-370	216	2	’s	’s	PART
gujaf-370	216	3	self	self	NOUN
gujaf-370	216	4	-	-	PUNCT
gujaf-370	216	5	efficacy	efficacy	NOUN
gujaf-370	216	6	has	have	VERB
gujaf-370	216	7	a	a	DET
gujaf-370	216	8	weaker	weak	ADJ
gujaf-370	216	9	positive	positive	ADJ
gujaf-370	216	10	relationship	relationship	NOUN
gujaf-370	216	11	with	with	ADP
gujaf-370	216	12	fraud	fraud	NOUN
gujaf-370	216	13	management	management	NOUN
gujaf-370	216	14	,	,	PUNCT
gujaf-370	216	15	with	with	ADP
gujaf-370	216	16	a	a	DET
gujaf-370	216	17	coefficient	coefficient	NOUN
gujaf-370	216	18	of	of	ADP
gujaf-370	216	19	0.062	0.062	NUM
gujaf-370	216	20	and	and	CCONJ
gujaf-370	216	21	a	a	DET
gujaf-370	216	22	p	p	NOUN
gujaf-370	216	23	-	-	PUNCT
gujaf-370	216	24	value	value	NOUN
gujaf-370	216	25	of	of	ADP
gujaf-370	216	26	0.083	0.083	NUM
gujaf-370	216	27	.	.	PUNCT
gujaf-370	217	1	while	while	SCONJ
gujaf-370	217	2	the	the	DET
gujaf-370	217	3	relationship	relationship	NOUN
gujaf-370	217	4	is	be	AUX
gujaf-370	217	5	not	not	PART
gujaf-370	217	6	statistically	statistically	ADV
gujaf-370	217	7	significant	significant	ADJ
gujaf-370	217	8	at	at	ADP
gujaf-370	217	9	the	the	DET
gujaf-370	217	10	conventional	conventional	ADJ
gujaf-370	217	11	5	5	NUM
gujaf-370	217	12	%	%	NOUN
gujaf-370	217	13	level	level	NOUN
gujaf-370	217	14	,	,	PUNCT
gujaf-370	217	15	the	the	DET
gujaf-370	217	16	positive	positive	ADJ
gujaf-370	217	17	coefficient	coefficient	NOUN
gujaf-370	217	18	suggests	suggest	VERB
gujaf-370	217	19	that	that	SCONJ
gujaf-370	217	20	higher	high	ADJ
gujaf-370	217	21	self	self	NOUN
gujaf-370	217	22	-	-	PUNCT
gujaf-370	217	23	efficacy	efficacy	NOUN
gujaf-370	217	24	may	may	AUX
gujaf-370	217	25	still	still	ADV
gujaf-370	217	26	contribute	contribute	VERB
gujaf-370	217	27	to	to	ADP
gujaf-370	217	28	better	well	ADJ
gujaf-370	217	29	fraud	fraud	VERB
gujaf-370	217	30	management	management	NOUN
gujaf-370	217	31	outcomes	outcome	NOUN
gujaf-370	217	32	.	.	PUNCT
gujaf-370	218	1	this	this	DET
gujaf-370	218	2	finding	finding	NOUN
gujaf-370	218	3	highlights	highlight	VERB
gujaf-370	218	4	the	the	DET
gujaf-370	218	5	potential	potential	ADJ
gujaf-370	218	6	value	value	NOUN
gujaf-370	218	7	of	of	ADP
gujaf-370	218	8	boosting	boost	VERB
gujaf-370	218	9	confidence	confidence	NOUN
gujaf-370	218	10	among	among	ADP
gujaf-370	218	11	auditors	auditor	NOUN
gujaf-370	218	12	through	through	ADP
gujaf-370	218	13	training	training	NOUN
gujaf-370	218	14	and	and	CCONJ
gujaf-370	218	15	mentoring	mentor	VERB
gujaf-370	218	16	programs	program	NOUN
gujaf-370	218	17	,	,	PUNCT
gujaf-370	218	18	enabling	enable	VERB
gujaf-370	218	19	them	they	PRON
gujaf-370	218	20	to	to	PART
gujaf-370	218	21	approach	approach	VERB
gujaf-370	218	22	fraud	fraud	NOUN
gujaf-370	218	23	-	-	PUNCT
gujaf-370	218	24	related	relate	VERB
gujaf-370	218	25	challenges	challenge	NOUN
gujaf-370	218	26	with	with	ADP
gujaf-370	218	27	greater	great	ADJ
gujaf-370	218	28	assurance	assurance	NOUN
gujaf-370	218	29	and	and	CCONJ
gujaf-370	218	30	effectiveness	effectiveness	NOUN
gujaf-370	218	31	.	.	PUNCT
gujaf-370	219	1	the	the	DET
gujaf-370	219	2	regression	regression	NOUN
gujaf-370	219	3	results	result	NOUN
gujaf-370	219	4	indicate	indicate	VERB
gujaf-370	219	5	that	that	SCONJ
gujaf-370	219	6	communication	communication	NOUN
gujaf-370	219	7	skills	skill	NOUN
gujaf-370	219	8	,	,	PUNCT
gujaf-370	219	9	technological	technological	ADJ
gujaf-370	219	10	skills	skill	NOUN
gujaf-370	219	11	,	,	PUNCT
gujaf-370	219	12	and	and	CCONJ
gujaf-370	219	13	accounting	accounting	NOUN
gujaf-370	219	14	and	and	CCONJ
gujaf-370	219	15	auditing	auditing	NOUN
gujaf-370	219	16	skills	skill	NOUN
gujaf-370	219	17	have	have	VERB
gujaf-370	219	18	significant	significant	ADJ
gujaf-370	219	19	positive	positive	ADJ
gujaf-370	219	20	effects	effect	NOUN
gujaf-370	219	21	on	on	ADP
gujaf-370	219	22	fraud	fraud	NOUN
gujaf-370	219	23	management	management	NOUN
gujaf-370	219	24	,	,	PUNCT
gujaf-370	219	25	with	with	ADP
gujaf-370	219	26	communication	communication	NOUN
gujaf-370	219	27	skills	skill	NOUN
gujaf-370	219	28	having	have	VERB
gujaf-370	219	29	the	the	DET
gujaf-370	219	30	strongest	strong	ADJ
gujaf-370	219	31	impact	impact	NOUN
gujaf-370	219	32	.	.	PUNCT
gujaf-370	220	1	although	although	SCONJ
gujaf-370	220	2	auditor	auditor	NOUN
gujaf-370	220	3	’s	’s	PART
gujaf-370	220	4	self	self	NOUN
gujaf-370	220	5	-	-	PUNCT
gujaf-370	220	6	efficacy	efficacy	NOUN
gujaf-370	220	7	shows	show	VERB
gujaf-370	220	8	a	a	DET
gujaf-370	220	9	weaker	weak	ADJ
gujaf-370	220	10	and	and	CCONJ
gujaf-370	220	11	statistically	statistically	ADV
gujaf-370	220	12	insignificant	insignificant	ADJ
gujaf-370	220	13	effect	effect	NOUN
gujaf-370	220	14	,	,	PUNCT
gujaf-370	220	15	it	it	PRON
gujaf-370	220	16	may	may	AUX
gujaf-370	220	17	still	still	ADV
gujaf-370	220	18	play	play	VERB
gujaf-370	220	19	a	a	DET
gujaf-370	220	20	supporting	support	VERB
gujaf-370	220	21	role	role	NOUN
gujaf-370	220	22	.	.	PUNCT
gujaf-370	221	1	collectively	collectively	ADV
gujaf-370	221	2	,	,	PUNCT
gujaf-370	221	3	these	these	DET
gujaf-370	221	4	findings	finding	NOUN
gujaf-370	221	5	emphasize	emphasize	VERB
gujaf-370	221	6	the	the	DET
gujaf-370	221	7	importance	importance	NOUN
gujaf-370	221	8	of	of	ADP
gujaf-370	221	9	skill	skill	NOUN
gujaf-370	221	10	development	development	NOUN
gujaf-370	221	11	and	and	CCONJ
gujaf-370	221	12	capacity	capacity	NOUN
gujaf-370	221	13	building	building	NOUN
gujaf-370	221	14	in	in	ADP
gujaf-370	221	15	strengthening	strengthen	VERB
gujaf-370	221	16	fraud	fraud	NOUN
gujaf-370	221	17	management	management	NOUN
gujaf-370	221	18	in	in	ADP
gujaf-370	221	19	the	the	DET
gujaf-370	221	20	public	public	ADJ
gujaf-370	221	21	sector	sector	NOUN
gujaf-370	221	22	.	.	PUNCT
gujaf-370	222	1	the	the	DET
gujaf-370	222	2	overall	overall	ADJ
gujaf-370	222	3	model	model	NOUN
gujaf-370	222	4	is	be	AUX
gujaf-370	222	5	robust	robust	ADJ
gujaf-370	222	6	and	and	CCONJ
gujaf-370	222	7	statistically	statistically	ADV
gujaf-370	222	8	significant	significant	ADJ
gujaf-370	222	9	,	,	PUNCT
gujaf-370	222	10	providing	provide	VERB
gujaf-370	222	11	valuable	valuable	ADJ
gujaf-370	222	12	insights	insight	NOUN
gujaf-370	222	13	into	into	ADP
gujaf-370	222	14	the	the	DET
gujaf-370	222	15	factors	factor	NOUN
gujaf-370	222	16	that	that	PRON
gujaf-370	222	17	influence	influence	VERB
gujaf-370	222	18	effective	effective	ADJ
gujaf-370	222	19	fraud	fraud	NOUN
gujaf-370	222	20	prevention	prevention	NOUN
gujaf-370	222	21	and	and	CCONJ
gujaf-370	222	22	control	control	NOUN
gujaf-370	222	23	.	.	PUNCT
gujaf-370	223	1	5.0	5.0	NUM
gujaf-370	223	2	conclusion	conclusion	NOUN
gujaf-370	223	3	this	this	DET
gujaf-370	223	4	study	study	NOUN
gujaf-370	223	5	examined	examine	VERB
gujaf-370	223	6	the	the	DET
gujaf-370	223	7	effectiveness	effectiveness	NOUN
gujaf-370	223	8	of	of	ADP
gujaf-370	223	9	forensic	forensic	ADJ
gujaf-370	223	10	accounting	accounting	NOUN
gujaf-370	223	11	competencies	competency	NOUN
gujaf-370	223	12	on	on	ADP
gujaf-370	223	13	public	public	ADJ
gujaf-370	223	14	sector	sector	NOUN
gujaf-370	223	15	fraud	fraud	NOUN
gujaf-370	223	16	management	management	NOUN
gujaf-370	223	17	in	in	ADP
gujaf-370	223	18	northwestern	northwestern	ADJ
gujaf-370	223	19	nigerian	nigerian	ADJ
gujaf-370	223	20	states	state	NOUN
gujaf-370	223	21	finance	finance	NOUN
gujaf-370	223	22	ministries	ministry	NOUN
gujaf-370	223	23	.	.	PUNCT
gujaf-370	224	1	based	base	VERB
gujaf-370	224	2	on	on	ADP
gujaf-370	224	3	the	the	DET
gujaf-370	224	4	analysis	analysis	NOUN
gujaf-370	224	5	and	and	CCONJ
gujaf-370	224	6	interpretation	interpretation	NOUN
gujaf-370	224	7	of	of	ADP
gujaf-370	224	8	results	result	NOUN
gujaf-370	224	9	,	,	PUNCT
gujaf-370	224	10	the	the	DET
gujaf-370	224	11	study	study	NOUN
gujaf-370	224	12	concludes	conclude	VERB
gujaf-370	224	13	that	that	SCONJ
gujaf-370	224	14	effective	effective	ADJ
gujaf-370	224	15	communication	communication	NOUN
gujaf-370	224	16	is	be	AUX
gujaf-370	224	17	vital	vital	ADJ
gujaf-370	224	18	in	in	ADP
gujaf-370	224	19	fraud	fraud	NOUN
gujaf-370	224	20	management	management	NOUN
gujaf-370	224	21	.	.	PUNCT
gujaf-370	225	1	the	the	DET
gujaf-370	225	2	ability	ability	NOUN
gujaf-370	225	3	to	to	PART
gujaf-370	225	4	clearly	clearly	ADV
gujaf-370	225	5	report	report	VERB
gujaf-370	225	6	fraudulent	fraudulent	ADJ
gujaf-370	225	7	activities	activity	NOUN
gujaf-370	225	8	and	and	CCONJ
gujaf-370	225	9	collaborate	collaborate	VERB
gujaf-370	225	10	with	with	ADP
gujaf-370	225	11	stakeholders	stakeholder	NOUN
gujaf-370	225	12	ensures	ensure	VERB
gujaf-370	225	13	that	that	SCONJ
gujaf-370	225	14	fraud	fraud	NOUN
gujaf-370	225	15	cases	case	NOUN
gujaf-370	225	16	are	be	AUX
gujaf-370	225	17	promptly	promptly	ADV
gujaf-370	225	18	identified	identify	VERB
gujaf-370	225	19	and	and	CCONJ
gujaf-370	225	20	addressed	address	VERB
gujaf-370	225	21	.	.	PUNCT
gujaf-370	226	1	the	the	DET
gujaf-370	226	2	implication	implication	NOUN
gujaf-370	226	3	of	of	ADP
gujaf-370	226	4	this	this	DET
gujaf-370	226	5	finding	finding	NOUN
gujaf-370	226	6	is	be	AUX
gujaf-370	226	7	that	that	SCONJ
gujaf-370	226	8	public	public	ADJ
gujaf-370	226	9	sector	sector	NOUN
gujaf-370	226	10	employees	employee	NOUN
gujaf-370	226	11	must	must	AUX
gujaf-370	226	12	be	be	AUX
gujaf-370	226	13	trained	train	VERB
gujaf-370	226	14	in	in	ADP
gujaf-370	226	15	effective	effective	ADJ
gujaf-370	226	16	communication	communication	NOUN
gujaf-370	226	17	techniques	technique	NOUN
gujaf-370	226	18	to	to	PART
gujaf-370	226	19	improve	improve	VERB
gujaf-370	226	20	transparency	transparency	NOUN
gujaf-370	226	21	and	and	CCONJ
gujaf-370	226	22	accountability	accountability	NOUN
gujaf-370	226	23	.	.	PUNCT
gujaf-370	227	1	without	without	ADP
gujaf-370	227	2	strong	strong	ADJ
gujaf-370	227	3	communication	communication	NOUN
gujaf-370	227	4	skills	skill	NOUN
gujaf-370	227	5	,	,	PUNCT
gujaf-370	227	6	forensic	forensic	ADJ
gujaf-370	227	7	accountants	accountant	NOUN
gujaf-370	227	8	may	may	AUX
gujaf-370	227	9	struggle	struggle	VERB
gujaf-370	227	10	to	to	PART
gujaf-370	227	11	relay	relay	VERB
gujaf-370	227	12	critical	critical	ADJ
gujaf-370	227	13	fraud	fraud	NOUN
gujaf-370	227	14	-	-	PUNCT
gujaf-370	227	15	related	relate	VERB
gujaf-370	227	16	information	information	NOUN
gujaf-370	227	17	to	to	ADP
gujaf-370	227	18	auditors	auditor	NOUN
gujaf-370	227	19	,	,	PUNCT
gujaf-370	227	20	regulators	regulator	NOUN
gujaf-370	227	21	,	,	PUNCT
gujaf-370	227	22	and	and	CCONJ
gujaf-370	227	23	legal	legal	ADJ
gujaf-370	227	24	authorities	authority	NOUN
gujaf-370	227	25	,	,	PUNCT
gujaf-370	227	26	gusau	gusau	ADJ
gujaf-370	227	27	journal	journal	NOUN
gujaf-370	227	28	of	of	ADP
gujaf-370	227	29	accounting	accounting	NOUN
gujaf-370	227	30	and	and	CCONJ
gujaf-370	227	31	finance	finance	NOUN
gujaf-370	227	32	,	,	PUNCT
gujaf-370	227	33	vol.6	vol.6	PROPN
gujaf-370	227	34	,	,	PUNCT
gujaf-370	227	35	issue	issue	NOUN
gujaf-370	227	36	1	1	NUM
gujaf-370	227	37	,	,	PUNCT
gujaf-370	227	38	april	april	PROPN
gujaf-370	227	39	,	,	PUNCT
gujaf-370	227	40	2025	2025	NUM
gujaf-370	227	41	105	105	NUM
gujaf-370	227	42	thereby	thereby	ADV
gujaf-370	227	43	weakening	weaken	VERB
gujaf-370	227	44	fraud	fraud	NOUN
gujaf-370	227	45	detection	detection	NOUN
gujaf-370	227	46	and	and	CCONJ
gujaf-370	227	47	prosecution	prosecution	NOUN
gujaf-370	227	48	efforts	effort	NOUN
gujaf-370	227	49	.	.	PUNCT
gujaf-370	228	1	the	the	DET
gujaf-370	228	2	study	study	NOUN
gujaf-370	228	3	also	also	ADV
gujaf-370	228	4	revealed	reveal	VERB
gujaf-370	228	5	that	that	SCONJ
gujaf-370	228	6	forensic	forensic	ADJ
gujaf-370	228	7	accounting	accounting	NOUN
gujaf-370	228	8	competencies/	competencies/	NUM
gujaf-370	228	9	skills	skill	NOUN
gujaf-370	228	10	plays	play	VERB
gujaf-370	228	11	a	a	DET
gujaf-370	228	12	very	very	ADV
gujaf-370	228	13	vital	vital	ADJ
gujaf-370	228	14	role	role	NOUN
gujaf-370	228	15	in	in	ADP
gujaf-370	228	16	fraud	fraud	NOUN
gujaf-370	228	17	detection	detection	NOUN
gujaf-370	228	18	and	and	CCONJ
gujaf-370	228	19	containment	containment	NOUN
gujaf-370	228	20	as	as	SCONJ
gujaf-370	228	21	it	it	PRON
gujaf-370	228	22	showed	show	VERB
gujaf-370	228	23	a	a	DET
gujaf-370	228	24	positive	positive	ADJ
gujaf-370	228	25	relationship	relationship	NOUN
gujaf-370	228	26	.	.	PUNCT
gujaf-370	229	1	references	reference	NOUN
gujaf-370	229	2	aderibigbe	aderibigbe	NOUN
gujaf-370	229	3	,	,	PUNCT
gujaf-370	229	4	p.	p.	NOUN
gujaf-370	229	5	(	(	PUNCT
gujaf-370	229	6	2018	2018	NUM
gujaf-370	229	7	)	)	PUNCT
gujaf-370	229	8	.	.	PUNCT
gujaf-370	230	1	forensic	forensic	ADJ
gujaf-370	230	2	accounting	accounting	NOUN
gujaf-370	230	3	and	and	CCONJ
gujaf-370	230	4	fraud	fraud	NOUN
gujaf-370	230	5	detection	detection	NOUN
gujaf-370	230	6	in	in	ADP
gujaf-370	230	7	the	the	DET
gujaf-370	230	8	public	public	ADJ
gujaf-370	230	9	sector	sector	NOUN
gujaf-370	230	10	:	:	PUNCT
gujaf-370	230	11	a	a	DET
gujaf-370	230	12	developing	develop	VERB
gujaf-370	230	13	economy	economy	NOUN
gujaf-370	230	14	perspective	perspective	NOUN
gujaf-370	230	15	.	.	PUNCT
gujaf-370	231	1	international	international	ADJ
gujaf-370	231	2	journal	journal	PROPN
gujaf-370	231	3	of	of	ADP
gujaf-370	231	4	economics	economic	NOUN
gujaf-370	231	5	,	,	PUNCT
gujaf-370	231	6	commerce	commerce	NOUN
gujaf-370	231	7	and	and	CCONJ
gujaf-370	231	8	management	management	NOUN
gujaf-370	231	9	,	,	PUNCT
gujaf-370	231	10	6(5	6(5	NUM
gujaf-370	231	11	)	)	PUNCT
gujaf-370	231	12	,	,	PUNCT
gujaf-370	231	13	36–52	36–52	NUM
gujaf-370	231	14	.	.	PUNCT
gujaf-370	232	1	afriyie	afriyie	PROPN
gujaf-370	232	2	,	,	PUNCT
gujaf-370	232	3	s.	s.	PROPN
gujaf-370	232	4	o.	o.	PROPN
gujaf-370	232	5	,	,	PUNCT
gujaf-370	232	6	akomeah	akomeah	PROPN
gujaf-370	232	7	,	,	PUNCT
gujaf-370	232	8	m.	m.	NOUN
gujaf-370	232	9	o.	o.	PROPN
gujaf-370	232	10	,	,	PUNCT
gujaf-370	232	11	amoakohene	amoakohene	PROPN
gujaf-370	232	12	,	,	PUNCT
gujaf-370	232	13	g.	g.	PROPN
gujaf-370	232	14	,	,	PUNCT
gujaf-370	232	15	ampimah	ampimah	PROPN
gujaf-370	232	16	,	,	PUNCT
gujaf-370	232	17	b.	b.	PROPN
gujaf-370	232	18	c.	c.	PROPN
gujaf-370	232	19	,	,	PUNCT
gujaf-370	232	20	ocloo	ocloo	NOUN
gujaf-370	232	21	,	,	PUNCT
gujaf-370	232	22	c.	c.	PROPN
gujaf-370	232	23	e.	e.	PROPN
gujaf-370	232	24	,	,	PUNCT
gujaf-370	232	25	&	&	CCONJ
gujaf-370	232	26	kyei	kyei	PROPN
gujaf-370	232	27	,	,	PUNCT
gujaf-370	232	28	m.	m.	NOUN
gujaf-370	232	29	o.	o.	PROPN
gujaf-370	232	30	(	(	PUNCT
gujaf-370	232	31	2022	2022	NUM
gujaf-370	232	32	)	)	PUNCT
gujaf-370	232	33	.	.	PUNCT
gujaf-370	233	1	forensic	forensic	ADJ
gujaf-370	233	2	accounting	accounting	NOUN
gujaf-370	233	3	:	:	PUNCT
gujaf-370	233	4	a	a	DET
gujaf-370	233	5	novel	novel	ADJ
gujaf-370	233	6	paradigm	paradigm	NOUN
gujaf-370	233	7	and	and	CCONJ
gujaf-370	233	8	relevant	relevant	ADJ
gujaf-370	233	9	knowledge	knowledge	NOUN
gujaf-370	233	10	in	in	ADP
gujaf-370	233	11	fraud	fraud	NOUN
gujaf-370	233	12	detection	detection	NOUN
gujaf-370	233	13	and	and	CCONJ
gujaf-370	233	14	prevention	prevention	NOUN
gujaf-370	233	15	.	.	PUNCT
gujaf-370	234	1	international	international	ADJ
gujaf-370	234	2	journal	journal	PROPN
gujaf-370	234	3	of	of	ADP
gujaf-370	234	4	public	public	ADJ
gujaf-370	234	5	administration	administration	NOUN
gujaf-370	234	6	,	,	PUNCT
gujaf-370	234	7	46	46	NUM
gujaf-370	234	8	,	,	PUNCT
gujaf-370	234	9	615–624	615–624	NUM
gujaf-370	234	10	.	.	PUNCT
gujaf-370	235	1	https://doi.org/10.1080/01900692.2021.2009855	https://doi.org/10.1080/01900692.2021.2009855	DET
gujaf-370	235	2	ajibade	ajibade	PROPN
gujaf-370	235	3	,	,	PUNCT
gujaf-370	235	4	s.	s.	PROPN
gujaf-370	235	5	a.	a.	PROPN
gujaf-370	235	6	,	,	PUNCT
gujaf-370	235	7	&	&	CCONJ
gujaf-370	235	8	salawu	salawu	PROPN
gujaf-370	235	9	,	,	PUNCT
gujaf-370	235	10	t.	t.	NOUN
gujaf-370	235	11	a.	a.	NOUN
gujaf-370	235	12	(	(	PUNCT
gujaf-370	235	13	2017	2017	NUM
gujaf-370	235	14	)	)	PUNCT
gujaf-370	235	15	.	.	PUNCT
gujaf-370	236	1	forensic	forensic	ADJ
gujaf-370	236	2	accounting	accounting	NOUN
gujaf-370	236	3	and	and	CCONJ
gujaf-370	236	4	audit	audit	NOUN
gujaf-370	236	5	fraud	fraud	NOUN
gujaf-370	236	6	risk	risk	NOUN
gujaf-370	236	7	in	in	ADP
gujaf-370	236	8	public	public	ADJ
gujaf-370	236	9	finance	finance	NOUN
gujaf-370	236	10	management	management	NOUN
gujaf-370	236	11	.	.	PUNCT
gujaf-370	237	1	african	african	ADJ
gujaf-370	237	2	journal	journal	PROPN
gujaf-370	237	3	of	of	ADP
gujaf-370	237	4	business	business	NOUN
gujaf-370	237	5	ethics	ethic	NOUN
gujaf-370	237	6	,	,	PUNCT
gujaf-370	237	7	11(3	11(3	NUM
gujaf-370	237	8	)	)	PUNCT
gujaf-370	237	9	,	,	PUNCT
gujaf-370	237	10	74–91	74–91	NUM
gujaf-370	237	11	.	.	PUNCT
gujaf-370	237	12	akeem	akeem	PROPN
gujaf-370	237	13	,	,	PUNCT
gujaf-370	237	14	i.	i.	PROPN
gujaf-370	237	15	o.	o.	PROPN
gujaf-370	237	16	,	,	PUNCT
gujaf-370	237	17	&	&	CCONJ
gujaf-370	237	18	abiola	abiola	PROPN
gujaf-370	237	19	,	,	PUNCT
gujaf-370	237	20	t.	t.	PROPN
gujaf-370	237	21	o.	o.	PROPN
gujaf-370	237	22	(	(	PUNCT
gujaf-370	237	23	2018	2018	NUM
gujaf-370	237	24	)	)	PUNCT
gujaf-370	237	25	.	.	PUNCT
gujaf-370	238	1	the	the	DET
gujaf-370	238	2	impact	impact	NOUN
gujaf-370	238	3	of	of	ADP
gujaf-370	238	4	forensic	forensic	ADJ
gujaf-370	238	5	accounting	accounting	NOUN
gujaf-370	238	6	on	on	ADP
gujaf-370	238	7	public	public	ADJ
gujaf-370	238	8	sector	sector	NOUN
gujaf-370	238	9	financial	financial	ADJ
gujaf-370	238	10	management	management	NOUN
gujaf-370	238	11	in	in	ADP
gujaf-370	238	12	nigeria	nigeria	PROPN
gujaf-370	238	13	.	.	PUNCT
gujaf-370	239	1	international	international	ADJ
gujaf-370	239	2	journal	journal	PROPN
gujaf-370	239	3	of	of	ADP
gujaf-370	239	4	accounting	accounting	NOUN
gujaf-370	239	5	research	research	NOUN
gujaf-370	239	6	,	,	PUNCT
gujaf-370	239	7	7(2	7(2	NUM
gujaf-370	239	8	)	)	PUNCT
gujaf-370	239	9	,	,	PUNCT
gujaf-370	239	10	53–67	53–67	NUM
gujaf-370	239	11	.	.	PUNCT
gujaf-370	239	12	akinadewo	akinadewo	PROPN
gujaf-370	239	13	,	,	PUNCT
gujaf-370	239	14	s.	s.	PROPN
gujaf-370	239	15	,	,	PUNCT
gujaf-370	239	16	&	&	CCONJ
gujaf-370	239	17	asaolu	asaolu	NOUN
gujaf-370	239	18	,	,	PUNCT
gujaf-370	239	19	t.	t.	PROPN
gujaf-370	239	20	(	(	PUNCT
gujaf-370	239	21	2020	2020	NUM
gujaf-370	239	22	)	)	PUNCT
gujaf-370	239	23	.	.	PUNCT
gujaf-370	240	1	problem	problem	NOUN
gujaf-370	240	2	of	of	ADP
gujaf-370	240	3	forensic	forensic	ADJ
gujaf-370	240	4	accounting	accounting	NOUN
gujaf-370	240	5	practice	practice	NOUN
gujaf-370	240	6	in	in	ADP
gujaf-370	240	7	nigeria	nigeria	PRON
gujaf-370	240	8	:	:	PUNCT
gujaf-370	240	9	appraising	appraise	VERB
gujaf-370	240	10	the	the	DET
gujaf-370	240	11	mitigating	mitigate	VERB
gujaf-370	240	12	factors	factor	NOUN
gujaf-370	240	13	.	.	PUNCT
gujaf-370	241	1	(	(	PUNCT
gujaf-370	241	2	journal	journal	NOUN
gujaf-370	241	3	name	name	NOUN
gujaf-370	241	4	,	,	PUNCT
gujaf-370	241	5	volume	volume	NOUN
gujaf-370	241	6	,	,	PUNCT
gujaf-370	241	7	pages	page	NOUN
gujaf-370	241	8	if	if	SCONJ
gujaf-370	241	9	available	available	ADJ
gujaf-370	241	10	)	)	PUNCT
gujaf-370	241	11	.	.	PUNCT
gujaf-370	242	1	akpan	akpan	PROPN
gujaf-370	242	2	,	,	PUNCT
gujaf-370	242	3	i.	i.	PROPN
gujaf-370	242	4	u.	u.	PROPN
gujaf-370	242	5	,	,	PUNCT
gujaf-370	242	6	&	&	CCONJ
gujaf-370	242	7	okoro	okoro	PROPN
gujaf-370	242	8	,	,	PUNCT
gujaf-370	242	9	e.	e.	PROPN
gujaf-370	242	10	o.	o.	PROPN
gujaf-370	242	11	(	(	PUNCT
gujaf-370	242	12	2020	2020	NUM
gujaf-370	242	13	)	)	PUNCT
gujaf-370	242	14	.	.	PUNCT
gujaf-370	243	1	forensic	forensic	ADJ
gujaf-370	243	2	accounting	accounting	NOUN
gujaf-370	243	3	skills	skill	NOUN
gujaf-370	243	4	and	and	CCONJ
gujaf-370	243	5	public	public	ADJ
gujaf-370	243	6	sector	sector	NOUN
gujaf-370	243	7	fraud	fraud	NOUN
gujaf-370	243	8	detection	detection	NOUN
gujaf-370	243	9	in	in	ADP
gujaf-370	243	10	nigeria	nigeria	PROPN
gujaf-370	243	11	.	.	PUNCT
gujaf-370	244	1	journal	journal	PROPN
gujaf-370	244	2	of	of	ADP
gujaf-370	244	3	financial	financial	ADJ
gujaf-370	244	4	regulation	regulation	NOUN
gujaf-370	244	5	and	and	CCONJ
gujaf-370	244	6	compliance	compliance	NOUN
gujaf-370	244	7	,	,	PUNCT
gujaf-370	244	8	18(2	18(2	NUM
gujaf-370	244	9	)	)	PUNCT
gujaf-370	244	10	,	,	PUNCT
gujaf-370	244	11	101–115	101–115	NUM
gujaf-370	244	12	.	.	PUNCT
gujaf-370	245	1	alabi	alabi	PROPN
gujaf-370	245	2	,	,	PUNCT
gujaf-370	245	3	f.	f.	PROPN
gujaf-370	245	4	o.	o.	PROPN
gujaf-370	245	5	,	,	PUNCT
gujaf-370	245	6	&	&	CCONJ
gujaf-370	245	7	ogunde	ogunde	PROPN
gujaf-370	245	8	,	,	PUNCT
gujaf-370	245	9	a.	a.	NOUN
gujaf-370	245	10	o.	o.	NOUN
gujaf-370	245	11	(	(	PUNCT
gujaf-370	245	12	2021	2021	NUM
gujaf-370	245	13	)	)	PUNCT
gujaf-370	245	14	.	.	PUNCT
gujaf-370	246	1	forensic	forensic	ADJ
gujaf-370	246	2	accounting	accounting	NOUN
gujaf-370	246	3	and	and	CCONJ
gujaf-370	246	4	fraud	fraud	NOUN
gujaf-370	246	5	control	control	PROPN
gujaf-370	246	6	:	:	PUNCT
gujaf-370	246	7	a	a	DET
gujaf-370	246	8	study	study	NOUN
gujaf-370	246	9	of	of	ADP
gujaf-370	246	10	nigerian	nigerian	ADJ
gujaf-370	246	11	public	public	ADJ
gujaf-370	246	12	sector	sector	NOUN
gujaf-370	246	13	ministries	ministry	NOUN
gujaf-370	246	14	.	.	PUNCT
gujaf-370	247	1	journal	journal	PROPN
gujaf-370	247	2	of	of	ADP
gujaf-370	247	3	finance	finance	NOUN
gujaf-370	247	4	,	,	PUNCT
gujaf-370	247	5	9(2	9(2	NUM
gujaf-370	247	6	)	)	PUNCT
gujaf-370	247	7	,	,	PUNCT
gujaf-370	247	8	74–91	74–91	NUM
gujaf-370	247	9	.	.	PUNCT
gujaf-370	247	10	ali	ali	PROPN
gujaf-370	247	11	,	,	PUNCT
gujaf-370	247	12	h.	h.	PROPN
gujaf-370	247	13	h.	h.	PROPN
gujaf-370	247	14	,	,	PUNCT
gujaf-370	247	15	&	&	CCONJ
gujaf-370	247	16	mutar	mutar	PROPN
gujaf-370	247	17	,	,	PUNCT
gujaf-370	247	18	a.	a.	PROPN
gujaf-370	247	19	h.	h.	PROPN
gujaf-370	247	20	(	(	PUNCT
gujaf-370	247	21	2020	2020	NUM
gujaf-370	247	22	)	)	PUNCT
gujaf-370	247	23	.	.	PUNCT
gujaf-370	248	1	role	role	NOUN
gujaf-370	248	2	of	of	ADP
gujaf-370	248	3	forensic	forensic	ADJ
gujaf-370	248	4	auditing	auditing	NOUN
gujaf-370	248	5	skills	skill	NOUN
gujaf-370	248	6	in	in	ADP
gujaf-370	248	7	improving	improve	VERB
gujaf-370	248	8	public	public	ADJ
gujaf-370	248	9	financial	financial	ADJ
gujaf-370	248	10	management	management	NOUN
gujaf-370	248	11	in	in	ADP
gujaf-370	248	12	developing	develop	VERB
gujaf-370	248	13	countries	country	NOUN
gujaf-370	248	14	.	.	PUNCT
gujaf-370	249	1	public	public	ADJ
gujaf-370	249	2	sector	sector	NOUN
gujaf-370	249	3	accounting	accounting	PROPN
gujaf-370	249	4	review	review	PROPN
gujaf-370	249	5	,	,	PUNCT
gujaf-370	249	6	15(2	15(2	NUM
gujaf-370	249	7	)	)	PUNCT
gujaf-370	249	8	,	,	PUNCT
gujaf-370	249	9	84–100	84–100	PROPN
gujaf-370	249	10	.	.	PUNCT
gujaf-370	250	1	alkhalaileh	alkhalaileh	PROPN
gujaf-370	250	2	,	,	PUNCT
gujaf-370	250	3	r.	r.	PROPN
gujaf-370	250	4	,	,	PUNCT
gujaf-370	250	5	alshurafat	alshurafat	PROPN
gujaf-370	250	6	,	,	PUNCT
gujaf-370	250	7	h.	h.	PROPN
gujaf-370	250	8	,	,	PUNCT
gujaf-370	250	9	ananzeh	ananzeh	PROPN
gujaf-370	250	10	,	,	PUNCT
gujaf-370	250	11	h.	h.	PROPN
gujaf-370	250	12	,	,	PUNCT
gujaf-370	250	13	&	&	CCONJ
gujaf-370	250	14	al	al	PROPN
gujaf-370	250	15	amosh	amosh	PROPN
gujaf-370	250	16	,	,	PUNCT
gujaf-370	250	17	h.	h.	PROPN
gujaf-370	250	18	(	(	PUNCT
gujaf-370	250	19	2024	2024	NUM
gujaf-370	250	20	)	)	PUNCT
gujaf-370	250	21	.	.	PUNCT
gujaf-370	251	1	the	the	DET
gujaf-370	251	2	impact	impact	NOUN
gujaf-370	251	3	of	of	ADP
gujaf-370	251	4	external	external	ADJ
gujaf-370	251	5	auditors	auditor	NOUN
gujaf-370	251	6	with	with	ADP
gujaf-370	251	7	forensic	forensic	ADJ
gujaf-370	251	8	accounting	accounting	NOUN
gujaf-370	251	9	competencies	competency	NOUN
gujaf-370	251	10	on	on	ADP
gujaf-370	251	11	auditee	auditee	NOUN
gujaf-370	251	12	firm	firm	ADJ
gujaf-370	251	13	performance	performance	NOUN
gujaf-370	251	14	.	.	PUNCT
gujaf-370	252	1	heliyon	heliyon	NOUN
gujaf-370	252	2	,	,	PUNCT
gujaf-370	252	3	10(11	10(11	NUM
gujaf-370	252	4	)	)	PUNCT
gujaf-370	252	5	.	.	PUNCT
gujaf-370	253	1	https://doi.org/10.1016/j.heliyon.2024.e32099	https://doi.org/10.1016/j.heliyon.2024.e32099	PROPN
gujaf-370	253	2	allan	allan	PROPN
gujaf-370	253	3	,	,	PUNCT
gujaf-370	253	4	d.	d.	PROPN
gujaf-370	253	5	m.	m.	PROPN
gujaf-370	253	6	,	,	PUNCT
gujaf-370	253	7	kelly	kelly	PROPN
gujaf-370	253	8	,	,	PUNCT
gujaf-370	253	9	a.	a.	PROPN
gujaf-370	253	10	,	,	PUNCT
gujaf-370	253	11	&	&	CCONJ
gujaf-370	253	12	stephenson	stephenson	PROPN
gujaf-370	253	13	,	,	PUNCT
gujaf-370	253	14	a.	a.	PROPN
gujaf-370	253	15	(	(	PUNCT
gujaf-370	253	16	2018	2018	NUM
gujaf-370	253	17	)	)	PUNCT
gujaf-370	253	18	.	.	PUNCT
gujaf-370	254	1	the	the	DET
gujaf-370	254	2	prominence	prominence	NOUN
gujaf-370	254	3	of	of	ADP
gujaf-370	254	4	fraud	fraud	NOUN
gujaf-370	254	5	in	in	ADP
gujaf-370	254	6	new	new	ADJ
gujaf-370	254	7	south	south	PROPN
gujaf-370	254	8	wales	wales	PROPN
gujaf-370	254	9	metropolitan	metropolitan	ADJ
gujaf-370	254	10	media	medium	NOUN
gujaf-370	254	11	reporting	reporting	NOUN
gujaf-370	254	12	.	.	PUNCT
gujaf-370	255	1	crime	crime	NOUN
gujaf-370	255	2	,	,	PUNCT
gujaf-370	255	3	law	law	NOUN
gujaf-370	255	4	and	and	CCONJ
gujaf-370	255	5	social	social	ADJ
gujaf-370	255	6	change	change	NOUN
gujaf-370	255	7	,	,	PUNCT
gujaf-370	255	8	70(5	70(5	NUM
gujaf-370	255	9	)	)	PUNCT
gujaf-370	255	10	,	,	PUNCT
gujaf-370	255	11	603–619	603–619	NUM
gujaf-370	255	12	.	.	PUNCT
gujaf-370	256	1	https://doi.org/10.1007/s10611-018-9784-9	https://doi.org/10.1007/s10611-018-9784-9	ADJ
gujaf-370	256	2	alshurafat	alshurafat	PROPN
gujaf-370	256	3	,	,	PUNCT
gujaf-370	256	4	h.	h.	PROPN
gujaf-370	256	5	,	,	PUNCT
gujaf-370	256	6	al	al	PROPN
gujaf-370	256	7	shbail	shbail	NOUN
gujaf-370	256	8	,	,	PUNCT
gujaf-370	256	9	m.	m.	NOUN
gujaf-370	256	10	o.	o.	PROPN
gujaf-370	256	11	,	,	PUNCT
gujaf-370	256	12	&	&	CCONJ
gujaf-370	256	13	mansour	mansour	PROPN
gujaf-370	256	14	,	,	PUNCT
gujaf-370	256	15	e.	e.	PROPN
gujaf-370	256	16	(	(	PUNCT
gujaf-370	256	17	2021	2021	NUM
gujaf-370	256	18	)	)	PUNCT
gujaf-370	256	19	.	.	PUNCT
gujaf-370	257	1	strengths	strength	NOUN
gujaf-370	257	2	and	and	CCONJ
gujaf-370	257	3	weaknesses	weakness	NOUN
gujaf-370	257	4	of	of	ADP
gujaf-370	257	5	forensic	forensic	ADJ
gujaf-370	257	6	accounting	accounting	NOUN
gujaf-370	257	7	:	:	PUNCT
gujaf-370	257	8	an	an	DET
gujaf-370	257	9	implication	implication	NOUN
gujaf-370	257	10	on	on	ADP
gujaf-370	257	11	the	the	DET
gujaf-370	257	12	socio	socio	NOUN
gujaf-370	257	13	-	-	PUNCT
gujaf-370	257	14	economic	economic	ADJ
gujaf-370	257	15	development	development	NOUN
gujaf-370	257	16	.	.	PUNCT
gujaf-370	258	1	journal	journal	PROPN
gujaf-370	258	2	of	of	ADP
gujaf-370	258	3	business	business	NOUN
gujaf-370	258	4	and	and	CCONJ
gujaf-370	258	5	socio	socio	NOUN
gujaf-370	258	6	-	-	PUNCT
gujaf-370	258	7	economic	economic	ADJ
gujaf-370	258	8	development	development	NOUN
gujaf-370	258	9	,	,	PUNCT
gujaf-370	258	10	1(2	1(2	NUM
gujaf-370	258	11	)	)	PUNCT
gujaf-370	258	12	,	,	PUNCT
gujaf-370	258	13	135–148	135–148	NUM
gujaf-370	258	14	.	.	PUNCT
gujaf-370	259	1	https://doi.org/10.1108/jbsed-03-20210026	https://doi.org/10.1108/jbsed-03-20210026	PROPN
gujaf-370	259	2	alshurafat	alshurafat	PROPN
gujaf-370	259	3	,	,	PUNCT
gujaf-370	259	4	h.	h.	PROPN
gujaf-370	259	5	,	,	PUNCT
gujaf-370	259	6	beattie	beattie	PROPN
gujaf-370	259	7	,	,	PUNCT
gujaf-370	259	8	c.	c.	PROPN
gujaf-370	259	9	,	,	PUNCT
gujaf-370	259	10	jones	jones	PROPN
gujaf-370	259	11	,	,	PUNCT
gujaf-370	259	12	g.	g.	PROPN
gujaf-370	259	13	,	,	PUNCT
gujaf-370	259	14	&	&	CCONJ
gujaf-370	259	15	sands	sand	NOUN
gujaf-370	259	16	,	,	PUNCT
gujaf-370	259	17	j.	j.	PROPN
gujaf-370	259	18	(	(	PUNCT
gujaf-370	259	19	2019	2019	NUM
gujaf-370	259	20	)	)	PUNCT
gujaf-370	259	21	.	.	PUNCT
gujaf-370	260	1	forensic	forensic	ADJ
gujaf-370	260	2	accounting	accounting	NOUN
gujaf-370	260	3	core	core	NOUN
gujaf-370	260	4	and	and	CCONJ
gujaf-370	260	5	interdisciplinary	interdisciplinary	ADJ
gujaf-370	260	6	curricula	curricula	NOUN
gujaf-370	260	7	components	component	NOUN
gujaf-370	260	8	in	in	ADP
gujaf-370	260	9	australian	australian	ADJ
gujaf-370	260	10	universities	university	NOUN
gujaf-370	260	11	:	:	PUNCT
gujaf-370	260	12	analysis	analysis	NOUN
gujaf-370	260	13	of	of	ADP
gujaf-370	260	14	websites	website	NOUN
gujaf-370	260	15	.	.	PUNCT
gujaf-370	261	1	journal	journal	NOUN
gujaf-370	261	2	of	of	ADP
gujaf-370	261	3	forensic	forensic	ADJ
gujaf-370	261	4	and	and	CCONJ
gujaf-370	261	5	investigative	investigative	ADJ
gujaf-370	261	6	accounting	accounting	NOUN
gujaf-370	261	7	,	,	PUNCT
gujaf-370	261	8	11(2	11(2	NOUN
gujaf-370	261	9	-	-	PUNCT
gujaf-370	261	10	special	special	ADJ
gujaf-370	261	11	edition	edition	NOUN
gujaf-370	261	12	)	)	PUNCT
gujaf-370	261	13	,	,	PUNCT
gujaf-370	261	14	353–365	353–365	NUM
gujaf-370	261	15	.	.	PUNCT
gujaf-370	262	1	alshurafat	alshurafat	PROPN
gujaf-370	262	2	,	,	PUNCT
gujaf-370	262	3	h.	h.	PROPN
gujaf-370	262	4	,	,	PUNCT
gujaf-370	262	5	beattie	beattie	PROPN
gujaf-370	262	6	,	,	PUNCT
gujaf-370	262	7	c.	c.	PROPN
gujaf-370	262	8	,	,	PUNCT
gujaf-370	262	9	jones	jones	PROPN
gujaf-370	262	10	,	,	PUNCT
gujaf-370	262	11	g.	g.	PROPN
gujaf-370	262	12	,	,	PUNCT
gujaf-370	262	13	&	&	CCONJ
gujaf-370	262	14	sands	sand	NOUN
gujaf-370	262	15	,	,	PUNCT
gujaf-370	262	16	j.	j.	PROPN
gujaf-370	262	17	(	(	PUNCT
gujaf-370	262	18	2020	2020	NUM
gujaf-370	262	19	)	)	PUNCT
gujaf-370	262	20	.	.	PUNCT
gujaf-370	263	1	perceptions	perception	NOUN
gujaf-370	263	2	of	of	ADP
gujaf-370	263	3	the	the	DET
gujaf-370	263	4	usefulness	usefulness	NOUN
gujaf-370	263	5	of	of	ADP
gujaf-370	263	6	various	various	ADJ
gujaf-370	263	7	teaching	teaching	NOUN
gujaf-370	263	8	methods	method	NOUN
gujaf-370	263	9	in	in	ADP
gujaf-370	263	10	forensic	forensic	ADJ
gujaf-370	263	11	accounting	accounting	NOUN
gujaf-370	263	12	education	education	NOUN
gujaf-370	263	13	.	.	PUNCT
gujaf-370	264	1	accounting	accounting	NOUN
gujaf-370	264	2	education	education	NOUN
gujaf-370	264	3	,	,	PUNCT
gujaf-370	264	4	29(2	29(2	NUM
gujaf-370	264	5	)	)	PUNCT
gujaf-370	264	6	,	,	PUNCT
gujaf-370	264	7	177	177	NUM
gujaf-370	264	8	–	–	SYM
gujaf-370	264	9	204	204	NUM
gujaf-370	264	10	.	.	PUNCT
gujaf-370	265	1	https://doi.org/10.1080/09639284.2020.1719425	https://doi.org/10.1080/09639284.2020.1719425	PROPN
gujaf-370	265	2	gusau	gusau	PROPN
gujaf-370	265	3	journal	journal	PROPN
gujaf-370	265	4	of	of	ADP
gujaf-370	265	5	accounting	accounting	NOUN
gujaf-370	265	6	and	and	CCONJ
gujaf-370	265	7	finance	finance	NOUN
gujaf-370	265	8	,	,	PUNCT
gujaf-370	265	9	vol.6	vol.6	PROPN
gujaf-370	265	10	,	,	PUNCT
gujaf-370	265	11	issue	issue	NOUN
gujaf-370	265	12	1	1	NUM
gujaf-370	265	13	,	,	PUNCT
gujaf-370	265	14	april	april	PROPN
gujaf-370	265	15	,	,	PUNCT
gujaf-370	265	16	2025	2025	NUM
gujaf-370	265	17	106	106	NUM
gujaf-370	265	18	alzahrane	alzahrane	ADJ
gujaf-370	265	19	,	,	PUNCT
gujaf-370	265	20	m.	m.	NOUN
gujaf-370	265	21	a.	a.	NOUN
gujaf-370	265	22	(	(	PUNCT
gujaf-370	265	23	2024	2024	NUM
gujaf-370	265	24	)	)	PUNCT
gujaf-370	265	25	.	.	PUNCT
gujaf-370	266	1	insights	insight	NOUN
gujaf-370	266	2	from	from	ADP
gujaf-370	266	3	forensic	forensic	ADJ
gujaf-370	266	4	accounting	accounting	NOUN
gujaf-370	266	5	educators	educator	NOUN
gujaf-370	266	6	and	and	CCONJ
gujaf-370	266	7	practitioners	practitioner	NOUN
gujaf-370	266	8	within	within	ADP
gujaf-370	266	9	the	the	DET
gujaf-370	266	10	ksa	ksa	PROPN
gujaf-370	266	11	context	context	NOUN
gujaf-370	266	12	regarding	regard	VERB
gujaf-370	266	13	the	the	DET
gujaf-370	266	14	optimal	optimal	ADJ
gujaf-370	266	15	forensic	forensic	ADJ
gujaf-370	266	16	accounting	accounting	NOUN
gujaf-370	266	17	skill	skill	NOUN
gujaf-370	266	18	set	set	VERB
gujaf-370	266	19	:	:	PUNCT
gujaf-370	266	20	an	an	DET
gujaf-370	266	21	implication	implication	NOUN
gujaf-370	266	22	on	on	ADP
gujaf-370	266	23	the	the	DET
gujaf-370	266	24	socioeconomic	socioeconomic	ADJ
gujaf-370	266	25	development	development	NOUN
gujaf-370	266	26	.	.	PUNCT
gujaf-370	267	1	journal	journal	PROPN
gujaf-370	267	2	of	of	ADP
gujaf-370	267	3	business	business	NOUN
gujaf-370	267	4	and	and	CCONJ
gujaf-370	267	5	socio	socio	NOUN
gujaf-370	267	6	-	-	PUNCT
gujaf-370	267	7	economic	economic	ADJ
gujaf-370	267	8	development	development	NOUN
gujaf-370	267	9	,	,	PUNCT
gujaf-370	267	10	4(1	4(1	NOUN
gujaf-370	267	11	)	)	PUNCT
gujaf-370	267	12	,	,	PUNCT
gujaf-370	267	13	66–80	66–80	NUM
gujaf-370	267	14	.	.	PUNCT
gujaf-370	268	1	https://doi.org/10.1108/jbsed-08-2022-0082	https://doi.org/10.1108/jbsed-08-2022-0082	PROPN
gujaf-370	268	2	amake	amake	PROPN
gujaf-370	268	3	,	,	PUNCT
gujaf-370	268	4	c.	c.	PROPN
gujaf-370	268	5	,	,	PUNCT
gujaf-370	268	6	&	&	CCONJ
gujaf-370	268	7	okozie	okozie	PROPN
gujaf-370	268	8	,	,	PUNCT
gujaf-370	268	9	o.	o.	PROPN
gujaf-370	268	10	i.	i.	PROPN
gujaf-370	268	11	(	(	PUNCT
gujaf-370	268	12	2019	2019	NUM
gujaf-370	268	13	)	)	PUNCT
gujaf-370	268	14	.	.	PUNCT
gujaf-370	269	1	influence	influence	NOUN
gujaf-370	269	2	of	of	ADP
gujaf-370	269	3	forensic	forensic	ADJ
gujaf-370	269	4	accounting	accounting	NOUN
gujaf-370	269	5	skills	skill	NOUN
gujaf-370	269	6	on	on	ADP
gujaf-370	269	7	the	the	DET
gujaf-370	269	8	effectiveness	effectiveness	NOUN
gujaf-370	269	9	of	of	ADP
gujaf-370	269	10	fraud	fraud	NOUN
gujaf-370	269	11	risk	risk	NOUN
gujaf-370	269	12	management	management	NOUN
gujaf-370	269	13	in	in	ADP
gujaf-370	269	14	public	public	ADJ
gujaf-370	269	15	enterprises	enterprise	NOUN
gujaf-370	269	16	.	.	PUNCT
gujaf-370	270	1	accounting	accounting	NOUN
gujaf-370	270	2	research	research	PROPN
gujaf-370	270	3	journal	journal	NOUN
gujaf-370	270	4	,	,	PUNCT
gujaf-370	270	5	8(3	8(3	NUM
gujaf-370	270	6	)	)	PUNCT
gujaf-370	270	7	,	,	PUNCT
gujaf-370	270	8	71	71	NUM
gujaf-370	270	9	–	–	SYM
gujaf-370	270	10	92	92	NUM
gujaf-370	270	11	.	.	PUNCT
gujaf-370	270	12	arokiasamy	arokiasamy	PROPN
gujaf-370	270	13	,	,	PUNCT
gujaf-370	270	14	l.	l.	PROPN
gujaf-370	270	15	,	,	PUNCT
gujaf-370	270	16	&	&	CCONJ
gujaf-370	270	17	cristal	cristal	PROPN
gujaf-370	270	18	-	-	PUNCT
gujaf-370	270	19	lee	lee	PROPN
gujaf-370	270	20	,	,	PUNCT
gujaf-370	270	21	s.	s.	PROPN
gujaf-370	270	22	(	(	PUNCT
gujaf-370	270	23	2016	2016	NUM
gujaf-370	270	24	)	)	PUNCT
gujaf-370	270	25	.	.	PUNCT
gujaf-370	271	1	forensic	forensic	ADJ
gujaf-370	271	2	accounting	accounting	NOUN
gujaf-370	271	3	:	:	PUNCT
gujaf-370	271	4	public	public	ADJ
gujaf-370	271	5	sector	sector	NOUN
gujaf-370	271	6	fraud	fraud	NOUN
gujaf-370	271	7	detection	detection	NOUN
gujaf-370	271	8	in	in	ADP
gujaf-370	271	9	malaysia	malaysia	PROPN
gujaf-370	271	10	.	.	PUNCT
gujaf-370	272	1	asia	asia	PROPN
gujaf-370	272	2	pacific	pacific	PROPN
gujaf-370	272	3	journal	journal	PROPN
gujaf-370	272	4	of	of	ADP
gujaf-370	272	5	accounting	accounting	NOUN
gujaf-370	272	6	and	and	CCONJ
gujaf-370	272	7	finance	finance	NOUN
gujaf-370	272	8	,	,	PUNCT
gujaf-370	272	9	3(1	3(1	NUM
gujaf-370	272	10	)	)	PUNCT
gujaf-370	272	11	,	,	PUNCT
gujaf-370	272	12	25–35	25–35	NUM
gujaf-370	272	13	.	.	PUNCT
gujaf-370	273	1	arslan	arslan	PROPN
gujaf-370	273	2	,	,	PUNCT
gujaf-370	273	3	o.	o.	PROPN
gujaf-370	273	4	(	(	PUNCT
gujaf-370	273	5	2020	2020	NUM
gujaf-370	273	6	)	)	PUNCT
gujaf-370	273	7	.	.	PUNCT
gujaf-370	274	1	the	the	DET
gujaf-370	274	2	forensic	forensic	ADJ
gujaf-370	274	3	accounting	accounting	NOUN
gujaf-370	274	4	profession	profession	NOUN
gujaf-370	274	5	and	and	CCONJ
gujaf-370	274	6	the	the	DET
gujaf-370	274	7	process	process	NOUN
gujaf-370	274	8	of	of	ADP
gujaf-370	274	9	its	its	PRON
gujaf-370	274	10	development	development	NOUN
gujaf-370	274	11	in	in	ADP
gujaf-370	274	12	the	the	DET
gujaf-370	274	13	world	world	NOUN
gujaf-370	274	14	.	.	PUNCT
gujaf-370	275	1	in	in	ADP
gujaf-370	275	2	contemporary	contemporary	ADJ
gujaf-370	275	3	issues	issue	NOUN
gujaf-370	275	4	in	in	ADP
gujaf-370	275	5	audit	audit	NOUN
gujaf-370	275	6	management	management	NOUN
gujaf-370	275	7	and	and	CCONJ
gujaf-370	275	8	forensic	forensic	ADJ
gujaf-370	275	9	accounting	accounting	NOUN
gujaf-370	275	10	.	.	PUNCT
gujaf-370	276	1	emerald	emerald	NOUN
gujaf-370	276	2	publishing	publishing	PROPN
gujaf-370	276	3	.	.	PUNCT
gujaf-370	277	1	asogwa	asogwa	PROPN
gujaf-370	277	2	,	,	PUNCT
gujaf-370	277	3	i.	i.	PROPN
gujaf-370	277	4	e.	e.	PROPN
gujaf-370	277	5	,	,	PUNCT
gujaf-370	277	6	&	&	CCONJ
gujaf-370	277	7	akpamu	akpamu	PROPN
gujaf-370	277	8	,	,	PUNCT
gujaf-370	277	9	e.	e.	PROPN
gujaf-370	277	10	(	(	PUNCT
gujaf-370	277	11	2019	2019	NUM
gujaf-370	277	12	)	)	PUNCT
gujaf-370	277	13	.	.	PUNCT
gujaf-370	278	1	the	the	DET
gujaf-370	278	2	impact	impact	NOUN
gujaf-370	278	3	of	of	ADP
gujaf-370	278	4	forensic	forensic	ADJ
gujaf-370	278	5	accounting	accounting	NOUN
gujaf-370	278	6	on	on	ADP
gujaf-370	278	7	fraud	fraud	NOUN
gujaf-370	278	8	detection	detection	NOUN
gujaf-370	278	9	in	in	ADP
gujaf-370	278	10	nigerian	nigerian	ADJ
gujaf-370	278	11	public	public	ADJ
gujaf-370	278	12	sector	sector	NOUN
gujaf-370	278	13	organizations	organization	NOUN
gujaf-370	278	14	.	.	PUNCT
gujaf-370	279	1	research	research	NOUN
gujaf-370	279	2	journal	journal	PROPN
gujaf-370	279	3	of	of	ADP
gujaf-370	279	4	finance	finance	NOUN
gujaf-370	279	5	and	and	CCONJ
gujaf-370	279	6	accounting	accounting	NOUN
gujaf-370	279	7	,	,	PUNCT
gujaf-370	279	8	10(11	10(11	NUM
gujaf-370	279	9	)	)	PUNCT
gujaf-370	279	10	,	,	PUNCT
gujaf-370	279	11	55–67	55–67	NUM
gujaf-370	279	12	.	.	PUNCT
gujaf-370	280	1	association	association	NOUN
gujaf-370	280	2	of	of	ADP
gujaf-370	280	3	certified	certify	VERB
gujaf-370	280	4	fraud	fraud	NOUN
gujaf-370	280	5	examiners	examiner	NOUN
gujaf-370	280	6	.	.	PUNCT
gujaf-370	281	1	(	(	PUNCT
gujaf-370	281	2	2016	2016	NUM
gujaf-370	281	3	)	)	PUNCT
gujaf-370	281	4	.	.	PUNCT
gujaf-370	282	1	investigation	investigation	NOUN
gujaf-370	282	2	planning	planning	NOUN
gujaf-370	282	3	and	and	CCONJ
gujaf-370	282	4	conducting	conduct	VERB
gujaf-370	282	5	a	a	DET
gujaf-370	282	6	fraud	fraud	NOUN
gujaf-370	282	7	examination	examination	NOUN
gujaf-370	282	8	.	.	PUNCT
gujaf-370	283	1	https://www.acfe.com/uploadedfiles/shared_content/products/books_and_manuals/u	https://www.acfe.com/uploadedfiles/shared_content/products/books_and_manuals/u	NOUN
gujaf-370	283	2	.	.	PUNCT
gujaf-370	284	1	s.%20sample%20chapter_2016.pdf	s.%20sample%20chapter_2016.pdf	PROPN
gujaf-370	284	2	association	association	PROPN
gujaf-370	284	3	of	of	ADP
gujaf-370	284	4	certified	certify	VERB
gujaf-370	284	5	fraud	fraud	NOUN
gujaf-370	284	6	examiners	examiner	NOUN
gujaf-370	284	7	.	.	PUNCT
gujaf-370	285	1	(	(	PUNCT
gujaf-370	285	2	2018	2018	NUM
gujaf-370	285	3	)	)	PUNCT
gujaf-370	285	4	.	.	PUNCT
gujaf-370	286	1	report	report	NOUN
gujaf-370	286	2	to	to	ADP
gujaf-370	286	3	the	the	DET
gujaf-370	286	4	nations	nation	NOUN
gujaf-370	286	5	:	:	PUNCT
gujaf-370	286	6	global	global	ADJ
gujaf-370	286	7	study	study	NOUN
gujaf-370	286	8	on	on	ADP
gujaf-370	286	9	occupational	occupational	ADJ
gujaf-370	286	10	fraud	fraud	NOUN
gujaf-370	286	11	and	and	CCONJ
gujaf-370	286	12	abuse	abuse	NOUN
gujaf-370	286	13	.	.	PUNCT
gujaf-370	287	1	http://www.acfe.com/report-to-the-nations/2018/	http://www.acfe.com/report-to-the-nations/2018/	PROPN
gujaf-370	287	2	asuquo	asuquo	PROPN
gujaf-370	287	3	,	,	PUNCT
gujaf-370	287	4	m.	m.	PROPN
gujaf-370	287	5	e.	e.	PROPN
gujaf-370	287	6	,	,	PUNCT
gujaf-370	287	7	akpan	akpan	PROPN
gujaf-370	287	8	,	,	PUNCT
gujaf-370	287	9	i.	i.	PROPN
gujaf-370	287	10	o.	o.	PROPN
gujaf-370	287	11	,	,	PUNCT
gujaf-370	287	12	&	&	CCONJ
gujaf-370	287	13	inyang	inyang	PROPN
gujaf-370	287	14	,	,	PUNCT
gujaf-370	287	15	e.	e.	PROPN
gujaf-370	287	16	a.	a.	PROPN
gujaf-370	287	17	(	(	PUNCT
gujaf-370	287	18	2016	2016	NUM
gujaf-370	287	19	)	)	PUNCT
gujaf-370	287	20	.	.	PUNCT
gujaf-370	288	1	the	the	DET
gujaf-370	288	2	influence	influence	NOUN
gujaf-370	288	3	of	of	ADP
gujaf-370	288	4	forensic	forensic	ADJ
gujaf-370	288	5	accounting	accounting	NOUN
gujaf-370	288	6	in	in	ADP
gujaf-370	288	7	fraud	fraud	NOUN
gujaf-370	288	8	detection	detection	NOUN
gujaf-370	288	9	and	and	CCONJ
gujaf-370	288	10	prevention	prevention	NOUN
gujaf-370	288	11	:	:	PUNCT
gujaf-370	288	12	evidence	evidence	NOUN
gujaf-370	288	13	from	from	ADP
gujaf-370	288	14	the	the	DET
gujaf-370	288	15	nigerian	nigerian	ADJ
gujaf-370	288	16	public	public	ADJ
gujaf-370	288	17	sector	sector	NOUN
gujaf-370	288	18	.	.	PUNCT
gujaf-370	289	1	international	international	ADJ
gujaf-370	289	2	journal	journal	PROPN
gujaf-370	289	3	of	of	ADP
gujaf-370	289	4	economics	economic	NOUN
gujaf-370	289	5	and	and	CCONJ
gujaf-370	289	6	financial	financial	ADJ
gujaf-370	289	7	issues	issue	NOUN
gujaf-370	289	8	,	,	PUNCT
gujaf-370	289	9	6(3	6(3	NUM
gujaf-370	289	10	)	)	PUNCT
gujaf-370	289	11	,	,	PUNCT
gujaf-370	289	12	141–146	141–146	NUM
gujaf-370	289	13	.	.	PUNCT
gujaf-370	290	1	awojobi	awojobi	PROPN
gujaf-370	290	2	,	,	PUNCT
gujaf-370	290	3	a.	a.	PROPN
gujaf-370	290	4	o.	o.	PROPN
gujaf-370	290	5	,	,	PUNCT
gujaf-370	290	6	&	&	CCONJ
gujaf-370	290	7	akintoye	akintoye	PROPN
gujaf-370	290	8	,	,	PUNCT
gujaf-370	290	9	i.	i.	PROPN
gujaf-370	290	10	r.	r.	PROPN
gujaf-370	290	11	(	(	PUNCT
gujaf-370	290	12	2016	2016	NUM
gujaf-370	290	13	)	)	PUNCT
gujaf-370	290	14	.	.	PUNCT
gujaf-370	291	1	forensic	forensic	ADJ
gujaf-370	291	2	accounting	accounting	NOUN
gujaf-370	291	3	and	and	CCONJ
gujaf-370	291	4	corruption	corruption	NOUN
gujaf-370	291	5	control	control	NOUN
gujaf-370	291	6	in	in	ADP
gujaf-370	291	7	nigeria	nigeria	PROPN
gujaf-370	291	8	’s	’s	PART
gujaf-370	291	9	public	public	ADJ
gujaf-370	291	10	sector	sector	NOUN
gujaf-370	291	11	.	.	PUNCT
gujaf-370	292	1	journal	journal	NOUN
gujaf-370	292	2	of	of	ADP
gujaf-370	292	3	financial	financial	ADJ
gujaf-370	292	4	crime	crime	NOUN
gujaf-370	292	5	,	,	PUNCT
gujaf-370	292	6	23(3	23(3	NUM
gujaf-370	292	7	)	)	PUNCT
gujaf-370	292	8	,	,	PUNCT
gujaf-370	292	9	15–26	15–26	NUM
gujaf-370	292	10	.	.	PUNCT
gujaf-370	293	1	https://doi.org/10.1108/jfc-05-2015-0027	https://doi.org/10.1108/jfc-05-2015-0027	PROPN
gujaf-370	293	2	awolowo	awolowo	PROPN
gujaf-370	293	3	,	,	PUNCT
gujaf-370	293	4	i.	i.	PROPN
gujaf-370	293	5	(	(	PUNCT
gujaf-370	293	6	2019	2019	NUM
gujaf-370	293	7	)	)	PUNCT
gujaf-370	293	8	.	.	PUNCT
gujaf-370	294	1	financial	financial	ADJ
gujaf-370	294	2	statement	statement	NOUN
gujaf-370	294	3	fraud	fraud	NOUN
gujaf-370	294	4	:	:	PUNCT
gujaf-370	294	5	the	the	DET
gujaf-370	294	6	need	need	NOUN
gujaf-370	294	7	for	for	ADP
gujaf-370	294	8	a	a	DET
gujaf-370	294	9	paradigm	paradigm	NOUN
gujaf-370	294	10	shift	shift	NOUN
gujaf-370	294	11	to	to	ADP
gujaf-370	294	12	forensic	forensic	ADJ
gujaf-370	294	13	accounting	accounting	NOUN
gujaf-370	294	14	(	(	PUNCT
gujaf-370	294	15	doctoral	doctoral	ADJ
gujaf-370	294	16	dissertation	dissertation	NOUN
gujaf-370	294	17	,	,	PUNCT
gujaf-370	294	18	sheffield	sheffield	PROPN
gujaf-370	294	19	hallam	hallam	PROPN
gujaf-370	294	20	university	university	PROPN
gujaf-370	294	21	)	)	PUNCT
gujaf-370	294	22	.	.	PUNCT
gujaf-370	295	1	babbie	babbie	PROPN
gujaf-370	295	2	,	,	PUNCT
gujaf-370	295	3	e.	e.	PROPN
gujaf-370	295	4	(	(	PUNCT
gujaf-370	295	5	2015	2015	NUM
gujaf-370	295	6	)	)	PUNCT
gujaf-370	295	7	.	.	PUNCT
gujaf-370	296	1	the	the	DET
gujaf-370	296	2	practice	practice	NOUN
gujaf-370	296	3	of	of	ADP
gujaf-370	296	4	social	social	ADJ
gujaf-370	296	5	research	research	NOUN
gujaf-370	296	6	(	(	PUNCT
gujaf-370	296	7	14th	14th	NOUN
gujaf-370	296	8	ed	ed	NOUN
gujaf-370	296	9	.	.	PUNCT
gujaf-370	296	10	)	)	PUNCT
gujaf-370	296	11	.	.	PUNCT
gujaf-370	297	1	cengage	cengage	PROPN
gujaf-370	297	2	learning	learning	PROPN
gujaf-370	297	3	.	.	PUNCT
gujaf-370	298	1	bhasin	bhasin	PROPN
gujaf-370	298	2	,	,	PUNCT
gujaf-370	298	3	m.	m.	NOUN
gujaf-370	298	4	l.	l.	PROPN
gujaf-370	298	5	(	(	PUNCT
gujaf-370	298	6	2017	2017	NUM
gujaf-370	298	7	)	)	PUNCT
gujaf-370	298	8	.	.	PUNCT
gujaf-370	299	1	integrating	integrate	VERB
gujaf-370	299	2	forensic	forensic	ADJ
gujaf-370	299	3	accounting	accounting	NOUN
gujaf-370	299	4	skills	skill	NOUN
gujaf-370	299	5	into	into	ADP
gujaf-370	299	6	public	public	ADJ
gujaf-370	299	7	sector	sector	NOUN
gujaf-370	299	8	accounting	account	VERB
gujaf-370	299	9	to	to	PART
gujaf-370	299	10	prevent	prevent	VERB
gujaf-370	299	11	and	and	CCONJ
gujaf-370	299	12	detect	detect	VERB
gujaf-370	299	13	corruption	corruption	NOUN
gujaf-370	299	14	:	:	PUNCT
gujaf-370	299	15	global	global	ADJ
gujaf-370	299	16	experience	experience	NOUN
gujaf-370	299	17	.	.	PUNCT
gujaf-370	300	1	international	international	ADJ
gujaf-370	300	2	journal	journal	PROPN
gujaf-370	300	3	of	of	ADP
gujaf-370	300	4	management	management	NOUN
gujaf-370	300	5	and	and	CCONJ
gujaf-370	300	6	social	social	ADJ
gujaf-370	300	7	sciences	science	NOUN
gujaf-370	300	8	research	research	NOUN
gujaf-370	300	9	,	,	PUNCT
gujaf-370	300	10	6(5	6(5	NUM
gujaf-370	300	11	)	)	PUNCT
gujaf-370	300	12	,	,	PUNCT
gujaf-370	300	13	42–56	42–56	NUM
gujaf-370	300	14	.	.	PUNCT
gujaf-370	300	15	botes	botes	PROPN
gujaf-370	300	16	,	,	PUNCT
gujaf-370	300	17	v.	v.	PROPN
gujaf-370	300	18	,	,	PUNCT
gujaf-370	300	19	&	&	CCONJ
gujaf-370	300	20	saadeh	saadeh	PROPN
gujaf-370	300	21	,	,	PUNCT
gujaf-370	300	22	a.	a.	NOUN
gujaf-370	300	23	(	(	PUNCT
gujaf-370	300	24	2018	2018	NUM
gujaf-370	300	25	)	)	PUNCT
gujaf-370	300	26	.	.	PUNCT
gujaf-370	301	1	exploring	explore	VERB
gujaf-370	301	2	evidence	evidence	NOUN
gujaf-370	301	3	to	to	PART
gujaf-370	301	4	develop	develop	VERB
gujaf-370	301	5	a	a	DET
gujaf-370	301	6	nomenclature	nomenclature	NOUN
gujaf-370	301	7	for	for	ADP
gujaf-370	301	8	forensic	forensic	ADJ
gujaf-370	301	9	accounting	accounting	NOUN
gujaf-370	301	10	.	.	PUNCT
gujaf-370	302	1	pacific	pacific	PROPN
gujaf-370	302	2	accounting	accounting	PROPN
gujaf-370	302	3	review	review	PROPN
gujaf-370	302	4	,	,	PUNCT
gujaf-370	302	5	30(2	30(2	NUM
gujaf-370	302	6	)	)	PUNCT
gujaf-370	302	7	,	,	PUNCT
gujaf-370	302	8	135–154	135–154	NUM
gujaf-370	302	9	.	.	PUNCT
gujaf-370	303	1	https://doi.org/10.1108/par12-2016-0117	https://doi.org/10.1108/par12-2016-0117	NOUN
gujaf-370	303	2	bryman	bryman	NOUN
gujaf-370	303	3	,	,	PUNCT
gujaf-370	303	4	a.	a.	NOUN
gujaf-370	303	5	(	(	PUNCT
gujaf-370	303	6	2016	2016	NUM
gujaf-370	303	7	)	)	PUNCT
gujaf-370	303	8	.	.	PUNCT
gujaf-370	304	1	social	social	ADJ
gujaf-370	304	2	research	research	NOUN
gujaf-370	304	3	methods	method	NOUN
gujaf-370	304	4	(	(	PUNCT
gujaf-370	304	5	5th	5th	ADJ
gujaf-370	304	6	ed	ed	NOUN
gujaf-370	304	7	.	.	PUNCT
gujaf-370	304	8	)	)	PUNCT
gujaf-370	304	9	.	.	PUNCT
gujaf-370	305	1	oxford	oxford	PROPN
gujaf-370	305	2	university	university	PROPN
gujaf-370	305	3	press	press	NOUN
gujaf-370	305	4	.	.	PUNCT
gujaf-370	306	1	bryman	bryman	PROPN
gujaf-370	306	2	,	,	PUNCT
gujaf-370	306	3	a.	a.	PROPN
gujaf-370	306	4	,	,	PUNCT
gujaf-370	306	5	&	&	CCONJ
gujaf-370	306	6	cramer	cramer	PROPN
gujaf-370	306	7	,	,	PUNCT
gujaf-370	306	8	d.	d.	PROPN
gujaf-370	306	9	(	(	PUNCT
gujaf-370	306	10	2019	2019	NUM
gujaf-370	306	11	)	)	PUNCT
gujaf-370	306	12	.	.	PUNCT
gujaf-370	307	1	quantitative	quantitative	ADJ
gujaf-370	307	2	data	datum	NOUN
gujaf-370	307	3	analysis	analysis	NOUN
gujaf-370	307	4	with	with	ADP
gujaf-370	307	5	spss	spss	PROPN
gujaf-370	307	6	14	14	NUM
gujaf-370	307	7	,	,	PUNCT
gujaf-370	307	8	15	15	NUM
gujaf-370	307	9	,	,	PUNCT
gujaf-370	307	10	and	and	CCONJ
gujaf-370	307	11	16	16	NUM
gujaf-370	307	12	:	:	PUNCT
gujaf-370	307	13	a	a	DET
gujaf-370	307	14	guide	guide	NOUN
gujaf-370	307	15	for	for	ADP
gujaf-370	307	16	social	social	ADJ
gujaf-370	307	17	scientists	scientist	NOUN
gujaf-370	307	18	.	.	PUNCT
gujaf-370	308	1	routledge	routledge	PROPN
gujaf-370	308	2	.	.	PUNCT
gujaf-370	309	1	gusau	gusau	PROPN
gujaf-370	309	2	journal	journal	PROPN
gujaf-370	309	3	of	of	ADP
gujaf-370	309	4	accounting	accounting	NOUN
gujaf-370	309	5	and	and	CCONJ
gujaf-370	309	6	finance	finance	NOUN
gujaf-370	309	7	,	,	PUNCT
gujaf-370	309	8	vol.6	vol.6	PROPN
gujaf-370	309	9	,	,	PUNCT
gujaf-370	309	10	issue	issue	NOUN
gujaf-370	309	11	1	1	NUM
gujaf-370	309	12	,	,	PUNCT
gujaf-370	309	13	april	april	PROPN
gujaf-370	309	14	,	,	PUNCT
gujaf-370	309	15	2025	2025	NUM
gujaf-370	309	16	107	107	NUM
gujaf-370	309	17	capraș	capraș	NOUN
gujaf-370	309	18	,	,	PUNCT
gujaf-370	309	19	i.	i.	PROPN
gujaf-370	309	20	l.	l.	PROPN
gujaf-370	309	21	,	,	PUNCT
gujaf-370	309	22	&	&	CCONJ
gujaf-370	309	23	achim	achim	PROPN
gujaf-370	309	24	,	,	PUNCT
gujaf-370	309	25	m.	m.	PROPN
gujaf-370	309	26	v.	v.	PROPN
gujaf-370	309	27	(	(	PUNCT
gujaf-370	309	28	2023	2023	NUM
gujaf-370	309	29	)	)	PUNCT
gujaf-370	309	30	.	.	PUNCT
gujaf-370	310	1	an	an	DET
gujaf-370	310	2	overview	overview	NOUN
gujaf-370	310	3	of	of	ADP
gujaf-370	310	4	forensic	forensic	ADJ
gujaf-370	310	5	accounting	accounting	NOUN
gujaf-370	310	6	and	and	CCONJ
gujaf-370	310	7	its	its	PRON
gujaf-370	310	8	effectiveness	effectiveness	NOUN
gujaf-370	310	9	in	in	ADP
gujaf-370	310	10	the	the	DET
gujaf-370	310	11	detection	detection	NOUN
gujaf-370	310	12	and	and	CCONJ
gujaf-370	310	13	prevention	prevention	NOUN
gujaf-370	310	14	of	of	ADP
gujaf-370	310	15	fraud	fraud	NOUN
gujaf-370	310	16	.	.	PUNCT
gujaf-370	311	1	in	in	ADP
gujaf-370	311	2	m.	m.	NOUN
gujaf-370	311	3	v.	v.	PROPN
gujaf-370	311	4	achim	achim	PROPN
gujaf-370	311	5	(	(	PUNCT
gujaf-370	311	6	ed	ed	NOUN
gujaf-370	311	7	.	.	PUNCT
gujaf-370	311	8	)	)	PUNCT
gujaf-370	311	9	,	,	PUNCT
gujaf-370	311	10	economic	economic	ADJ
gujaf-370	311	11	and	and	CCONJ
gujaf-370	311	12	financial	financial	ADJ
gujaf-370	311	13	crime	crime	NOUN
gujaf-370	311	14	,	,	PUNCT
gujaf-370	311	15	sustainability	sustainability	NOUN
gujaf-370	311	16	and	and	CCONJ
gujaf-370	311	17	good	good	ADJ
gujaf-370	311	18	governance	governance	NOUN
gujaf-370	311	19	(	(	PUNCT
gujaf-370	311	20	pp	pp	ADJ
gujaf-370	311	21	.	.	PUNCT
gujaf-370	312	1	214–231	214–231	NUM
gujaf-370	312	2	)	)	PUNCT
gujaf-370	312	3	.	.	PUNCT
gujaf-370	313	1	springer	springer	NOUN
gujaf-370	313	2	.	.	PUNCT
gujaf-370	314	1	https://doi.org/10.1007/978-3-031-34082-6_13	https://doi.org/10.1007/978-3-031-34082-6_13	PROPN
gujaf-370	314	2	ideas.repec.orgamazon.com+7fincrime.net+7link.springer.com+7	ideas.repec.orgamazon.com+7fincrime.net+7link.springer.com+7	PROPN
gujaf-370	314	3	chinedu	chinedu	PROPN
gujaf-370	314	4	,	,	PUNCT
gujaf-370	314	5	b.	b.	PROPN
gujaf-370	314	6	a.	a.	PROPN
gujaf-370	314	7	,	,	PUNCT
gujaf-370	314	8	&	&	CCONJ
gujaf-370	314	9	uchechukwu	uchechukwu	PROPN
gujaf-370	314	10	,	,	PUNCT
gujaf-370	314	11	n.	n.	PROPN
gujaf-370	314	12	(	(	PUNCT
gujaf-370	314	13	2017	2017	NUM
gujaf-370	314	14	)	)	PUNCT
gujaf-370	314	15	.	.	PUNCT
gujaf-370	315	1	forensic	forensic	ADJ
gujaf-370	315	2	accounting	accounting	NOUN
gujaf-370	315	3	and	and	CCONJ
gujaf-370	315	4	financial	financial	ADJ
gujaf-370	315	5	crimes	crime	NOUN
gujaf-370	315	6	detection	detection	NOUN
gujaf-370	315	7	in	in	ADP
gujaf-370	315	8	nigeria	nigeria	PROPN
gujaf-370	315	9	’s	’s	PART
gujaf-370	315	10	ministries	ministry	NOUN
gujaf-370	315	11	and	and	CCONJ
gujaf-370	315	12	parastatals	parastatal	NOUN
gujaf-370	315	13	.	.	PUNCT
gujaf-370	316	1	journal	journal	NOUN
gujaf-370	316	2	of	of	ADP
gujaf-370	316	3	management	management	NOUN
gujaf-370	316	4	science	science	NOUN
gujaf-370	316	5	,	,	PUNCT
gujaf-370	316	6	4(3	4(3	NUM
gujaf-370	316	7	)	)	PUNCT
gujaf-370	316	8	,	,	PUNCT
gujaf-370	316	9	112–128	112–128	NUM
gujaf-370	316	10	.	.	PUNCT
gujaf-370	316	11	dauda	dauda	PROPN
gujaf-370	316	12	,	,	PUNCT
gujaf-370	316	13	h.	h.	PROPN
gujaf-370	316	14	o.	o.	PROPN
gujaf-370	316	15	(	(	PUNCT
gujaf-370	316	16	2023	2023	NUM
gujaf-370	316	17	)	)	PUNCT
gujaf-370	316	18	.	.	PUNCT
gujaf-370	317	1	the	the	DET
gujaf-370	317	2	impact	impact	NOUN
gujaf-370	317	3	of	of	ADP
gujaf-370	317	4	forensic	forensic	ADJ
gujaf-370	317	5	accounting	accounting	NOUN
gujaf-370	317	6	skills	skill	NOUN
gujaf-370	317	7	and	and	CCONJ
gujaf-370	317	8	techniques	technique	NOUN
gujaf-370	317	9	in	in	ADP
gujaf-370	317	10	the	the	DET
gujaf-370	317	11	investigation	investigation	NOUN
gujaf-370	317	12	of	of	ADP
gujaf-370	317	13	corrupt	corrupt	ADJ
gujaf-370	317	14	practices	practice	NOUN
gujaf-370	317	15	.	.	PUNCT
gujaf-370	318	1	global	global	ADJ
gujaf-370	318	2	scientific	scientific	ADJ
gujaf-370	318	3	journal	journal	NOUN
gujaf-370	318	4	,	,	PUNCT
gujaf-370	318	5	11(9	11(9	PROPN
gujaf-370	318	6	)	)	PUNCT
gujaf-370	318	7	.	.	PUNCT
gujaf-370	319	1	retrieved	retrieve	VERB
gujaf-370	319	2	from	from	ADP
gujaf-370	319	3	https://www.globalscientificjournal.com/researchpaper/the_impact_of_forensi	https://www.globalscientificjournal.com/researchpaper/the_impact_of_forensi	PROPN
gujaf-370	319	4	c_accounting_skills_and_techniques_in_the_investigation_of	c_accounting_skills_and_techniques_in_the_investigation_of	X
gujaf-370	320	1	_	_	PUNCT
gujaf-370	320	2	corrupt_practices_.pdf	corrupt_practices_.pdf	NOUN
gujaf-370	320	3	globalscientificjournal.com+2globalscientificjournal.com+2ng.linkedin.com+2	globalscientificjournal.com+2globalscientificjournal.com+2ng.linkedin.com+2	PROPN
gujaf-370	320	4	dong	dong	PROPN
gujaf-370	320	5	,	,	PUNCT
gujaf-370	320	6	r.	r.	PROPN
gujaf-370	320	7	(	(	PUNCT
gujaf-370	320	8	2011	2011	NUM
gujaf-370	320	9	)	)	PUNCT
gujaf-370	320	10	.	.	PUNCT
gujaf-370	321	1	research	research	NOUN
gujaf-370	321	2	on	on	ADP
gujaf-370	321	3	legal	legal	ADJ
gujaf-370	321	4	procedural	procedural	ADJ
gujaf-370	321	5	functions	function	NOUN
gujaf-370	321	6	of	of	ADP
gujaf-370	321	7	forensic	forensic	ADJ
gujaf-370	321	8	accounting	accounting	NOUN
gujaf-370	321	9	.	.	PUNCT
gujaf-370	322	1	energy	energy	NOUN
gujaf-370	322	2	procedia	procedia	PROPN
gujaf-370	322	3	,	,	PUNCT
gujaf-370	322	4	5	5	NUM
gujaf-370	322	5	,	,	PUNCT
gujaf-370	322	6	2147–2151	2147–2151	NUM
gujaf-370	322	7	.	.	PUNCT
gujaf-370	323	1	https://doi.org/10.1016/j.egypro.2011.03.371	https://doi.org/10.1016/j.egypro.2011.03.371	PROPN
gujaf-370	323	2	studocu.com+9scispace.com+9researchgate.net+9	studocu.com+9scispace.com+9researchgate.net+9	PROPN
gujaf-370	323	3	dugguh	dugguh	PROPN
gujaf-370	323	4	,	,	PUNCT
gujaf-370	323	5	r.	r.	PROPN
gujaf-370	323	6	d.	d.	PROPN
gujaf-370	323	7	(	(	PUNCT
gujaf-370	323	8	2021	2021	NUM
gujaf-370	323	9	)	)	PUNCT
gujaf-370	323	10	.	.	PUNCT
gujaf-370	324	1	challenges	challenge	NOUN
gujaf-370	324	2	and	and	CCONJ
gujaf-370	324	3	prospects	prospect	NOUN
gujaf-370	324	4	of	of	ADP
gujaf-370	324	5	the	the	DET
gujaf-370	324	6	forensic	forensic	ADJ
gujaf-370	324	7	accounting	accounting	NOUN
gujaf-370	324	8	profession	profession	NOUN
gujaf-370	324	9	in	in	ADP
gujaf-370	324	10	nigeria	nigeria	PROPN
gujaf-370	324	11	.	.	PUNCT
gujaf-370	325	1	department	department	PROPN
gujaf-370	325	2	of	of	ADP
gujaf-370	325	3	accounting	accounting	PROPN
gujaf-370	325	4	,	,	PUNCT
gujaf-370	325	5	benue	benue	VERB
gujaf-370	325	6	state	state	NOUN
gujaf-370	325	7	university	university	PROPN
gujaf-370	325	8	.	.	PUNCT
gujaf-370	326	1	retrieved	retrieve	VERB
gujaf-370	326	2	from	from	ADP
gujaf-370	326	3	https://www.researchgate.net/publication/356606134	https://www.researchgate.net/publication/356606134	PROPN
gujaf-370	326	4	researchgate.net+1researchgate.net+1	researchgate.net+1researchgate.net+1	PROPN
gujaf-370	326	5	kolawole	kolawole	PROPN
gujaf-370	326	6	,	,	PUNCT
gujaf-370	326	7	k.	k.	PROPN
gujaf-370	326	8	d.	d.	PROPN
gujaf-370	326	9	,	,	PUNCT
gujaf-370	326	10	salman	salman	PROPN
gujaf-370	326	11	,	,	PUNCT
gujaf-370	326	12	r.	r.	PROPN
gujaf-370	326	13	t.	t.	PROPN
gujaf-370	326	14	,	,	PUNCT
gujaf-370	326	15	durodola	durodola	PROPN
gujaf-370	326	16	,	,	PUNCT
gujaf-370	326	17	s.	s.	PROPN
gujaf-370	326	18	e.	e.	PROPN
gujaf-370	326	19	,	,	PUNCT
gujaf-370	326	20	babatunde	babatunde	PROPN
gujaf-370	326	21	,	,	PUNCT
gujaf-370	326	22	d.	d.	PROPN
gujaf-370	326	23	,	,	PUNCT
gujaf-370	326	24	&	&	CCONJ
gujaf-370	326	25	igbekoyi	igbekoyi	PROPN
gujaf-370	326	26	,	,	PUNCT
gujaf-370	326	27	e.	e.	PROPN
gujaf-370	326	28	o.	o.	PROPN
gujaf-370	326	29	(	(	PUNCT
gujaf-370	326	30	2018	2018	NUM
gujaf-370	326	31	)	)	PUNCT
gujaf-370	326	32	.	.	PUNCT
gujaf-370	327	1	determinants	determinant	NOUN
gujaf-370	327	2	of	of	ADP
gujaf-370	327	3	forensic	forensic	ADJ
gujaf-370	327	4	accounting	accounting	NOUN
gujaf-370	327	5	and	and	CCONJ
gujaf-370	327	6	its	its	PRON
gujaf-370	327	7	effects	effect	NOUN
gujaf-370	327	8	on	on	ADP
gujaf-370	327	9	alleviation	alleviation	NOUN
gujaf-370	327	10	of	of	ADP
gujaf-370	327	11	fraud	fraud	NOUN
gujaf-370	327	12	practices	practice	NOUN
gujaf-370	327	13	in	in	ADP
gujaf-370	327	14	nigerian	nigerian	ADJ
gujaf-370	327	15	deposit	deposit	NOUN
gujaf-370	327	16	money	money	NOUN
gujaf-370	327	17	banks	bank	NOUN
gujaf-370	327	18	.	.	PUNCT
gujaf-370	328	1	journal	journal	PROPN
gujaf-370	328	2	of	of	ADP
gujaf-370	328	3	sustainable	sustainable	ADJ
gujaf-370	328	4	development	development	NOUN
gujaf-370	328	5	in	in	ADP
gujaf-370	328	6	africa	africa	PROPN
gujaf-370	328	7	,	,	PUNCT
gujaf-370	328	8	20(1	20(1	NUM
gujaf-370	328	9	)	)	PUNCT
gujaf-370	328	10	,	,	PUNCT
gujaf-370	328	11	331–342	331–342	NUM
gujaf-370	328	12	.	.	PUNCT
gujaf-370	329	1	search.ebscohost.com+4jsd	search.ebscohost.com+4jsd	NOUN
gujaf-370	329	2	-	-	PUNCT
gujaf-370	329	3	africa.com+4ijmeapub.com+4	africa.com+4ijmeapub.com+4	VERB
gujaf-370	329	4	okoye	okoye	PROPN
gujaf-370	329	5	,	,	PUNCT
gujaf-370	329	6	e.	e.	PROPN
gujaf-370	329	7	i.	i.	PROPN
gujaf-370	329	8	,	,	PUNCT
gujaf-370	329	9	&	&	CCONJ
gujaf-370	329	10	jugu	jugu	PROPN
gujaf-370	329	11	,	,	PUNCT
gujaf-370	329	12	y.	y.	PROPN
gujaf-370	329	13	g.	g.	PROPN
gujaf-370	329	14	(	(	PUNCT
gujaf-370	329	15	2010	2010	NUM
gujaf-370	329	16	)	)	PUNCT
gujaf-370	329	17	.	.	PUNCT
gujaf-370	330	1	an	an	DET
gujaf-370	330	2	empirical	empirical	ADJ
gujaf-370	330	3	investigation	investigation	NOUN
gujaf-370	330	4	of	of	ADP
gujaf-370	330	5	the	the	DET
gujaf-370	330	6	relevant	relevant	ADJ
gujaf-370	330	7	skills	skill	NOUN
gujaf-370	330	8	of	of	ADP
gujaf-370	330	9	forensic	forensic	ADJ
gujaf-370	330	10	accountants	accountant	NOUN
gujaf-370	330	11	in	in	ADP
gujaf-370	330	12	nigeria	nigeria	PROPN
gujaf-370	330	13	.	.	PUNCT
gujaf-370	331	1	journal	journal	PROPN
gujaf-370	331	2	of	of	ADP
gujaf-370	331	3	knowledge	knowledge	PROPN
gujaf-370	331	4	management	management	PROPN
gujaf-370	331	5	,	,	PUNCT
gujaf-370	331	6	1(2	1(2	NUM
gujaf-370	331	7	)	)	PUNCT
gujaf-370	331	8	.	.	PUNCT
gujaf-370	332	1	retrieved	retrieve	VERB
gujaf-370	332	2	from	from	ADP
gujaf-370	332	3	ssrn	ssrn	PROPN
gujaf-370	332	4	https://ssrn.com/abstract=1797683	https://ssrn.com/abstract=1797683	PROPN
gujaf-370	332	5	s3	s3	PROPN
gujaf-370	332	6	-	-	PUNCT
gujaf-370	332	7	eu	eu	NOUN
gujaf-370	332	8	-	-	ADJ
gujaf-370	332	9	west1.amazonaws.com+5scholar.google.com.au+5core.ac.uk+5core.ac.ukeajournals.org+8p	west1.amazonaws.com+5scholar.google.com.au+5core.ac.uk+5core.ac.ukeajournals.org+8p	ADJ
gujaf-370	332	10	apers.ssrn.com+8core.ac.uk+8	apers.ssrn.com+8core.ac.uk+8	PROPN
gujaf-370	332	11	oyedokun	oyedokun	NOUN
gujaf-370	332	12	,	,	PUNCT
gujaf-370	332	13	g.	g.	PROPN
gujaf-370	332	14	e.	e.	PROPN
gujaf-370	332	15	(	(	PUNCT
gujaf-370	332	16	2022	2022	NUM
gujaf-370	332	17	)	)	PUNCT
gujaf-370	332	18	.	.	PUNCT
gujaf-370	333	1	determinants	determinant	NOUN
gujaf-370	333	2	of	of	ADP
gujaf-370	333	3	forensic	forensic	ADJ
gujaf-370	333	4	accounting	accounting	NOUN
gujaf-370	333	5	techniques	technique	NOUN
gujaf-370	333	6	and	and	CCONJ
gujaf-370	333	7	theories	theory	NOUN
gujaf-370	333	8	:	:	PUNCT
gujaf-370	333	9	an	an	DET
gujaf-370	333	10	empirical	empirical	ADJ
gujaf-370	333	11	investigation	investigation	NOUN
gujaf-370	333	12	.	.	PUNCT
gujaf-370	334	1	annals	annal	NOUN
gujaf-370	334	2	of	of	ADP
gujaf-370	334	3	spiru	spiru	PROPN
gujaf-370	334	4	haret	haret	PROPN
gujaf-370	334	5	university	university	PROPN
gujaf-370	334	6	.	.	PUNCT
gujaf-370	335	1	economic	economic	ADJ
gujaf-370	335	2	series	series	NOUN
gujaf-370	335	3	,	,	PUNCT
gujaf-370	335	4	22(3	22(3	NUM
gujaf-370	335	5	)	)	PUNCT
gujaf-370	335	6	,	,	PUNCT
gujaf-370	335	7	317	317	NUM
gujaf-370	335	8	–	–	PUNCT
gujaf-370	335	9	337	337	NUM
gujaf-370	335	10	.	.	PUNCT
gujaf-370	336	1	https://doi.org/10.26458/22319	https://doi.org/10.26458/22319	PROPN
gujaf-370	337	1	s3	s3	PROPN
gujaf-370	337	2	-	-	PUNCT
gujaf-370	337	3	eu	eu	PROPN
gujaf-370	337	4	-	-	PROPN
gujaf-370	337	5	west1.amazonaws.com+7scholar.google.com+7academia.edu+7	west1.amazonaws.com+7scholar.google.com+7academia.edu+7	PROPN
gujaf-370	337	6	salleh	salleh	PROPN
gujaf-370	337	7	,	,	PUNCT
gujaf-370	337	8	k.	k.	PROPN
gujaf-370	337	9	,	,	PUNCT
gujaf-370	337	10	&	&	CCONJ
gujaf-370	337	11	ab	ab	PROPN
gujaf-370	337	12	aziz	aziz	PROPN
gujaf-370	337	13	,	,	PUNCT
gujaf-370	337	14	r.	r.	PROPN
gujaf-370	337	15	(	(	PUNCT
gujaf-370	337	16	2014	2014	NUM
gujaf-370	337	17	)	)	PUNCT
gujaf-370	337	18	.	.	PUNCT
gujaf-370	338	1	traits	trait	NOUN
gujaf-370	338	2	,	,	PUNCT
gujaf-370	338	3	skills	skill	NOUN
gujaf-370	338	4	,	,	PUNCT
gujaf-370	338	5	and	and	CCONJ
gujaf-370	338	6	ethical	ethical	ADJ
gujaf-370	338	7	values	value	NOUN
gujaf-370	338	8	of	of	ADP
gujaf-370	338	9	public	public	ADJ
gujaf-370	338	10	sector	sector	NOUN
gujaf-370	338	11	forensic	forensic	ADJ
gujaf-370	338	12	accountants	accountant	NOUN
gujaf-370	338	13	:	:	PUNCT
gujaf-370	338	14	an	an	DET
gujaf-370	338	15	empirical	empirical	ADJ
gujaf-370	338	16	investigation	investigation	NOUN
gujaf-370	338	17	.	.	PUNCT
gujaf-370	339	1	procedia	procedia	PROPN
gujaf-370	339	2	 	 	SPACE
gujaf-370	339	3	–	–	PUNCT
gujaf-370	339	4	 	 	SPACE
gujaf-370	339	5	social	social	ADJ
gujaf-370	339	6	and	and	CCONJ
gujaf-370	339	7	behavioral	behavioral	ADJ
gujaf-370	339	8	sciences	science	NOUN
gujaf-370	339	9	,	,	PUNCT
gujaf-370	339	10	145	145	NUM
gujaf-370	339	11	,	,	PUNCT
gujaf-370	339	12	361–370	361–370	NUM
gujaf-370	339	13	.	.	PUNCT
gujaf-370	340	1	https://doi.org/10.1016/j.sbspro.2014.06.048	https://doi.org/10.1016/j.sbspro.2014.06.048	NOUN
gujaf-370	340	2	core.ac.uk+13sciencedirect.com+13journal.proletargroup.org+13	core.ac.uk+13sciencedirect.com+13journal.proletargroup.org+13	NOUN