id	sid	tid	token	lemma	pos
ajceb-8885	1	1	construction	construction	NOUN
ajceb-8885	1	2	economics	economic	NOUN
ajceb-8885	1	3	and	and	CCONJ
ajceb-8885	1	4	building	building	NOUN
ajceb-8885	1	5	vol	vol	NOUN
ajceb-8885	1	6	.	.	PROPN
ajceb-8885	2	1	23	23	NUM
ajceb-8885	2	2	,	,	PUNCT
ajceb-8885	3	1	no	no	INTJ
ajceb-8885	3	2	.	.	NOUN
ajceb-8885	4	1	3/4	3/4	NUM
ajceb-8885	4	2	december	december	NOUN
ajceb-8885	4	3	2023	2023	NUM
ajceb-8885	4	4	©	©	ADP
ajceb-8885	4	5	2023	2023	NUM
ajceb-8885	4	6	by	by	ADP
ajceb-8885	4	7	the	the	DET
ajceb-8885	4	8	author(s	author(s	NOUN
ajceb-8885	4	9	)	)	PUNCT
ajceb-8885	4	10	.	.	PUNCT
ajceb-8885	5	1	this	this	PRON
ajceb-8885	5	2	is	be	AUX
ajceb-8885	5	3	an	an	DET
ajceb-8885	5	4	open	open	ADJ
ajceb-8885	5	5	access	access	NOUN
ajceb-8885	5	6	article	article	NOUN
ajceb-8885	5	7	distributed	distribute	VERB
ajceb-8885	5	8	under	under	ADP
ajceb-8885	5	9	the	the	DET
ajceb-8885	5	10	terms	term	NOUN
ajceb-8885	5	11	of	of	ADP
ajceb-8885	5	12	the	the	DET
ajceb-8885	5	13	creative	creative	ADJ
ajceb-8885	5	14	commons	common	NOUN
ajceb-8885	5	15	attribution	attribution	NOUN
ajceb-8885	5	16	4.0	4.0	NUM
ajceb-8885	5	17	international	international	NOUN
ajceb-8885	5	18	(	(	PUNCT
ajceb-8885	5	19	cc	cc	NOUN
ajceb-8885	5	20	by	by	ADP
ajceb-8885	5	21	4.0	4.0	NUM
ajceb-8885	5	22	)	)	PUNCT
ajceb-8885	5	23	license	license	NOUN
ajceb-8885	5	24	(	(	PUNCT
ajceb-8885	5	25	https://	https://	PROPN
ajceb-8885	5	26	creativecommons.org/licenses/	creativecommons.org/licenses/	PROPN
ajceb-8885	5	27	by/4.0/	by/4.0/	NOUN
ajceb-8885	5	28	)	)	PUNCT
ajceb-8885	5	29	,	,	PUNCT
ajceb-8885	5	30	allowing	allow	VERB
ajceb-8885	5	31	third	third	ADJ
ajceb-8885	5	32	parties	party	NOUN
ajceb-8885	5	33	to	to	PART
ajceb-8885	5	34	copy	copy	VERB
ajceb-8885	5	35	and	and	CCONJ
ajceb-8885	5	36	redistribute	redistribute	VERB
ajceb-8885	5	37	the	the	DET
ajceb-8885	5	38	material	material	NOUN
ajceb-8885	5	39	in	in	ADP
ajceb-8885	5	40	any	any	DET
ajceb-8885	5	41	medium	medium	ADJ
ajceb-8885	5	42	or	or	CCONJ
ajceb-8885	5	43	format	format	NOUN
ajceb-8885	5	44	and	and	CCONJ
ajceb-8885	5	45	to	to	ADP
ajceb-8885	5	46	remix	remix	NOUN
ajceb-8885	5	47	,	,	PUNCT
ajceb-8885	5	48	transform	transform	NOUN
ajceb-8885	5	49	,	,	PUNCT
ajceb-8885	5	50	and	and	CCONJ
ajceb-8885	5	51	build	build	VERB
ajceb-8885	5	52	upon	upon	SCONJ
ajceb-8885	5	53	the	the	DET
ajceb-8885	5	54	material	material	NOUN
ajceb-8885	5	55	for	for	ADP
ajceb-8885	5	56	any	any	DET
ajceb-8885	5	57	purpose	purpose	NOUN
ajceb-8885	5	58	,	,	PUNCT
ajceb-8885	5	59	even	even	ADV
ajceb-8885	5	60	commercially	commercially	ADV
ajceb-8885	5	61	,	,	PUNCT
ajceb-8885	5	62	provided	provide	VERB
ajceb-8885	5	63	the	the	DET
ajceb-8885	5	64	original	original	ADJ
ajceb-8885	5	65	work	work	NOUN
ajceb-8885	5	66	is	be	AUX
ajceb-8885	5	67	properly	properly	ADV
ajceb-8885	5	68	cited	cite	VERB
ajceb-8885	5	69	and	and	CCONJ
ajceb-8885	5	70	states	state	VERB
ajceb-8885	5	71	its	its	PRON
ajceb-8885	5	72	license	license	NOUN
ajceb-8885	5	73	.	.	PUNCT
ajceb-8885	6	1	citation	citation	NOUN
ajceb-8885	6	2	:	:	PUNCT
ajceb-8885	7	1	oluseye	oluseye	NOUN
ajceb-8885	7	2	,	,	PUNCT
ajceb-8885	7	3	o.	o.	INTJ
ajceb-8885	7	4	,	,	PUNCT
ajceb-8885	7	5	binga	binga	PROPN
ajceb-8885	7	6	,	,	PUNCT
ajceb-8885	7	7	b.	b.	PROPN
ajceb-8885	7	8	,	,	PUNCT
ajceb-8885	7	9	ehis	ehis	INTJ
ajceb-8885	7	10	,	,	PUNCT
ajceb-8885	7	11	o.	o.	PROPN
ajceb-8885	7	12	 	 	SPACE
ajceb-8885	7	13	g.	g.	PROPN
ajceb-8885	7	14	,	,	PUNCT
ajceb-8885	7	15	aigbavboa	aigbavboa	PROPN
ajceb-8885	7	16	,	,	PUNCT
ajceb-8885	7	17	c.	c.	PROPN
ajceb-8885	7	18	2023	2023	NUM
ajceb-8885	7	19	.	.	PUNCT
ajceb-8885	8	1	effect	effect	NOUN
ajceb-8885	8	2	of	of	ADP
ajceb-8885	8	3	anti	anti	ADJ
ajceb-8885	8	4	-	-	ADJ
ajceb-8885	8	5	corruption	corruption	ADJ
ajceb-8885	8	6	systems	system	NOUN
ajceb-8885	8	7	’	'	PUNCT
ajceb-8885	8	8	logic	logic	NOUN
ajceb-8885	8	9	on	on	ADP
ajceb-8885	8	10	corruption	corruption	NOUN
ajceb-8885	8	11	manifestations	manifestation	NOUN
ajceb-8885	8	12	in	in	ADP
ajceb-8885	8	13	project	project	NOUN
ajceb-8885	8	14	planning	planning	NOUN
ajceb-8885	8	15	and	and	CCONJ
ajceb-8885	8	16	execution	execution	NOUN
ajceb-8885	8	17	in	in	ADP
ajceb-8885	8	18	nigeria	nigeria	PROPN
ajceb-8885	8	19	.	.	PUNCT
ajceb-8885	9	1	construction	construction	NOUN
ajceb-8885	9	2	economics	economic	NOUN
ajceb-8885	9	3	and	and	CCONJ
ajceb-8885	9	4	building	building	NOUN
ajceb-8885	9	5	,	,	PUNCT
ajceb-8885	9	6	23:3/4	23:3/4	NUM
ajceb-8885	9	7	,	,	PUNCT
ajceb-8885	9	8	186–207	186–207	NUM
ajceb-8885	9	9	.	.	PUNCT
ajceb-8885	10	1	https://	https://	PROPN
ajceb-8885	10	2	doi.org/10.5130/ajceb	doi.org/10.5130/ajceb	PROPN
ajceb-8885	10	3	.	.	PUNCT
ajceb-8885	11	1	v23i3/4.8885	v23i3/4.8885	ADP
ajceb-8885	11	2	issn	issn	PROPN
ajceb-8885	11	3	2204	2204	NUM
ajceb-8885	11	4	-	-	SYM
ajceb-8885	11	5	9029	9029	NUM
ajceb-8885	11	6	|	|	ADV
ajceb-8885	11	7	published	publish	VERB
ajceb-8885	11	8	by	by	ADP
ajceb-8885	11	9	uts	ut	NOUN
ajceb-8885	11	10	epress	epress	VERB
ajceb-8885	12	1	|	|	ADV
ajceb-8885	12	2	https://epress	https://epress	PROPN
ajceb-8885	12	3	.	.	PUNCT
ajceb-8885	13	1	lib.uts.edu.au/journals/index	lib.uts.edu.au/journals/index	PROPN
ajceb-8885	13	2	.	.	PUNCT
ajceb-8885	14	1	php	php	PROPN
ajceb-8885	14	2	/	/	SYM
ajceb-8885	14	3	ajceb	ajceb	ADJ
ajceb-8885	14	4	research	research	NOUN
ajceb-8885	14	5	article	article	NOUN
ajceb-8885	14	6	effect	effect	NOUN
ajceb-8885	14	7	of	of	ADP
ajceb-8885	14	8	anti	anti	ADJ
ajceb-8885	14	9	-	-	ADJ
ajceb-8885	14	10	corruption	corruption	ADJ
ajceb-8885	14	11	systems	system	NOUN
ajceb-8885	14	12	’	'	PUNCT
ajceb-8885	14	13	logic	logic	NOUN
ajceb-8885	14	14	on	on	ADP
ajceb-8885	14	15	corruption	corruption	NOUN
ajceb-8885	14	16	manifestations	manifestation	NOUN
ajceb-8885	14	17	in	in	ADP
ajceb-8885	14	18	project	project	NOUN
ajceb-8885	14	19	planning	planning	NOUN
ajceb-8885	14	20	and	and	CCONJ
ajceb-8885	14	21	execution	execution	NOUN
ajceb-8885	14	22	in	in	ADP
ajceb-8885	14	23	nigeria	nigeria	PROPN
ajceb-8885	14	24	olugboyega	olugboyega	PROPN
ajceb-8885	14	25	oluseye1	oluseye1	PROPN
ajceb-8885	14	26	,	,	PUNCT
ajceb-8885	14	27	*	*	PUNCT
ajceb-8885	14	28	,	,	PUNCT
ajceb-8885	14	29	bobga	bobga	NOUN
ajceb-8885	14	30	binga1	binga1	PROPN
ajceb-8885	14	31	,	,	PUNCT
ajceb-8885	14	32	oseghale	oseghale	PROPN
ajceb-8885	14	33	godwin	godwin	PROPN
ajceb-8885	14	34	ehis1	ehis1	PROPN
ajceb-8885	14	35	,	,	PUNCT
ajceb-8885	14	36	clinton	clinton	PROPN
ajceb-8885	14	37	aigbavboa2	aigbavboa2	PROPN
ajceb-8885	14	38	1	1	NUM
ajceb-8885	14	39	faculty	faculty	NOUN
ajceb-8885	14	40	of	of	ADP
ajceb-8885	14	41	environmental	environmental	ADJ
ajceb-8885	14	42	design	design	NOUN
ajceb-8885	14	43	and	and	CCONJ
ajceb-8885	14	44	management	management	NOUN
ajceb-8885	14	45	,	,	PUNCT
ajceb-8885	14	46	department	department	NOUN
ajceb-8885	14	47	of	of	ADP
ajceb-8885	14	48	building	building	NOUN
ajceb-8885	14	49	,	,	PUNCT
ajceb-8885	14	50	obafemi	obafemi	ADP
ajceb-8885	14	51	awolowo	awolowo	PROPN
ajceb-8885	14	52	university	university	PROPN
ajceb-8885	14	53	,	,	PUNCT
ajceb-8885	14	54	ile	ile	PROPN
ajceb-8885	14	55	-	-	PUNCT
ajceb-8885	14	56	ife	ife	PROPN
ajceb-8885	14	57	,	,	PUNCT
ajceb-8885	14	58	nigeria	nigeria	PROPN
ajceb-8885	14	59	2	2	NUM
ajceb-8885	14	60	cidb	cidb	NOUN
ajceb-8885	14	61	centre	centre	NOUN
ajceb-8885	14	62	of	of	ADP
ajceb-8885	14	63	excellence	excellence	PROPN
ajceb-8885	14	64	,	,	PUNCT
ajceb-8885	14	65	university	university	PROPN
ajceb-8885	14	66	of	of	ADP
ajceb-8885	14	67	johannesburg	johannesburg	PROPN
ajceb-8885	14	68	,	,	PUNCT
ajceb-8885	14	69	south	south	PROPN
ajceb-8885	14	70	africa	africa	PROPN
ajceb-8885	14	71	corresponding	corresponding	PROPN
ajceb-8885	14	72	author	author	PROPN
ajceb-8885	14	73	:	:	PUNCT
ajceb-8885	14	74	olugboyega	olugboyega	PROPN
ajceb-8885	14	75	oluseye	oluseye	NOUN
ajceb-8885	14	76	,	,	PUNCT
ajceb-8885	14	77	faculty	faculty	NOUN
ajceb-8885	14	78	of	of	ADP
ajceb-8885	14	79	environmental	environmental	ADJ
ajceb-8885	14	80	design	design	NOUN
ajceb-8885	14	81	and	and	CCONJ
ajceb-8885	14	82	management	management	NOUN
ajceb-8885	14	83	,	,	PUNCT
ajceb-8885	14	84	department	department	NOUN
ajceb-8885	14	85	of	of	ADP
ajceb-8885	14	86	building	building	NOUN
ajceb-8885	14	87	,	,	PUNCT
ajceb-8885	14	88	obafemi	obafemi	ADP
ajceb-8885	14	89	awolowo	awolowo	PROPN
ajceb-8885	14	90	university	university	PROPN
ajceb-8885	14	91	,	,	PUNCT
ajceb-8885	14	92	ile	ile	PROPN
ajceb-8885	14	93	-	-	PUNCT
ajceb-8885	14	94	ife	ife	PROPN
ajceb-8885	14	95	,	,	PUNCT
ajceb-8885	14	96	nigeria	nigeria	PROPN
ajceb-8885	14	97	,	,	PUNCT
ajceb-8885	14	98	oolugboyega@oauife.edu.ng	oolugboyega@oauife.edu.ng	NOUN
ajceb-8885	14	99	doi	doi	NOUN
ajceb-8885	14	100	:	:	PUNCT
ajceb-8885	14	101	https://doi.org/10.5130/ajceb.v23i3/4.8885	https://doi.org/10.5130/ajceb.v23i3/4.8885	PUNCT
ajceb-8885	14	102	article	article	NOUN
ajceb-8885	14	103	history	history	NOUN
ajceb-8885	14	104	:	:	PUNCT
ajceb-8885	14	105	received	receive	VERB
ajceb-8885	14	106	27/01/2023	27/01/2023	NUM
ajceb-8885	14	107	;	;	PUNCT
ajceb-8885	14	108	revised	revise	VERB
ajceb-8885	14	109	20/09/2023	20/09/2023	NUM
ajceb-8885	14	110	;	;	PUNCT
ajceb-8885	14	111	accepted	accept	VERB
ajceb-8885	14	112	31/10/2023	31/10/2023	NUM
ajceb-8885	14	113	;	;	PUNCT
ajceb-8885	14	114	published	publish	VERB
ajceb-8885	14	115	 	 	SPACE
ajceb-8885	14	116	23/12/2023	23/12/2023	NUM
ajceb-8885	14	117	abstract	abstract	NOUN
ajceb-8885	14	118	the	the	DET
ajceb-8885	14	119	absence	absence	NOUN
ajceb-8885	14	120	of	of	ADP
ajceb-8885	14	121	logical	logical	ADJ
ajceb-8885	14	122	reasoning	reasoning	NOUN
ajceb-8885	14	123	in	in	ADP
ajceb-8885	14	124	the	the	DET
ajceb-8885	14	125	implementation	implementation	NOUN
ajceb-8885	14	126	of	of	ADP
ajceb-8885	14	127	anti	anti	ADJ
ajceb-8885	14	128	-	-	ADJ
ajceb-8885	14	129	corruption	corruption	ADJ
ajceb-8885	14	130	measures	measure	NOUN
ajceb-8885	14	131	has	have	AUX
ajceb-8885	14	132	exerted	exert	VERB
ajceb-8885	14	133	a	a	DET
ajceb-8885	14	134	significant	significant	ADJ
ajceb-8885	14	135	influence	influence	NOUN
ajceb-8885	14	136	,	,	PUNCT
ajceb-8885	14	137	leading	lead	VERB
ajceb-8885	14	138	to	to	ADP
ajceb-8885	14	139	misguided	misguided	ADJ
ajceb-8885	14	140	anti	anti	ADJ
ajceb-8885	14	141	-	-	ADJ
ajceb-8885	14	142	corruption	corruption	ADJ
ajceb-8885	14	143	endeavours	endeavour	NOUN
ajceb-8885	14	144	in	in	ADP
ajceb-8885	14	145	nations	nation	NOUN
ajceb-8885	14	146	such	such	ADJ
ajceb-8885	14	147	as	as	ADP
ajceb-8885	14	148	nigeria	nigeria	PROPN
ajceb-8885	14	149	.	.	PUNCT
ajceb-8885	15	1	the	the	DET
ajceb-8885	15	2	objective	objective	NOUN
ajceb-8885	15	3	of	of	ADP
ajceb-8885	15	4	this	this	DET
ajceb-8885	15	5	study	study	NOUN
ajceb-8885	15	6	is	be	AUX
ajceb-8885	15	7	to	to	PART
ajceb-8885	15	8	discern	discern	VERB
ajceb-8885	15	9	the	the	DET
ajceb-8885	15	10	underlying	underlie	VERB
ajceb-8885	15	11	rationale	rationale	NOUN
ajceb-8885	15	12	behind	behind	ADP
ajceb-8885	15	13	anti	anti	ADJ
ajceb-8885	15	14	-	-	ADJ
ajceb-8885	15	15	corruption	corruption	ADJ
ajceb-8885	15	16	systems	system	NOUN
ajceb-8885	15	17	and	and	CCONJ
ajceb-8885	15	18	ascertain	ascertain	VERB
ajceb-8885	15	19	their	their	PRON
ajceb-8885	15	20	impact	impact	NOUN
ajceb-8885	15	21	on	on	ADP
ajceb-8885	15	22	the	the	DET
ajceb-8885	15	23	occurrence	occurrence	NOUN
ajceb-8885	15	24	of	of	ADP
ajceb-8885	15	25	corruption	corruption	NOUN
ajceb-8885	15	26	in	in	ADP
ajceb-8885	15	27	the	the	DET
ajceb-8885	15	28	context	context	NOUN
ajceb-8885	15	29	of	of	ADP
ajceb-8885	15	30	project	project	NOUN
ajceb-8885	15	31	planning	planning	NOUN
ajceb-8885	15	32	and	and	CCONJ
ajceb-8885	15	33	execution	execution	NOUN
ajceb-8885	15	34	(	(	PUNCT
ajceb-8885	15	35	ppe	ppe	PROPN
ajceb-8885	15	36	)	)	PUNCT
ajceb-8885	15	37	within	within	ADP
ajceb-8885	15	38	nigeria	nigeria	PROPN
ajceb-8885	15	39	.	.	PUNCT
ajceb-8885	16	1	the	the	DET
ajceb-8885	16	2	research	research	NOUN
ajceb-8885	16	3	formulated	formulate	VERB
ajceb-8885	16	4	a	a	DET
ajceb-8885	16	5	theoretical	theoretical	ADJ
ajceb-8885	16	6	framework	framework	NOUN
ajceb-8885	16	7	that	that	PRON
ajceb-8885	16	8	classified	classify	VERB
ajceb-8885	16	9	the	the	DET
ajceb-8885	16	10	anti	anti	ADJ
ajceb-8885	16	11	-	-	ADJ
ajceb-8885	16	12	corruption	corruption	ADJ
ajceb-8885	16	13	measures	measure	NOUN
ajceb-8885	16	14	into	into	ADP
ajceb-8885	16	15	three	three	NUM
ajceb-8885	16	16	distinct	distinct	ADJ
ajceb-8885	16	17	systems	system	NOUN
ajceb-8885	16	18	and	and	CCONJ
ajceb-8885	16	19	elucidated	elucidate	VERB
ajceb-8885	16	20	their	their	PRON
ajceb-8885	16	21	underlying	underlie	VERB
ajceb-8885	16	22	rationale	rationale	NOUN
ajceb-8885	16	23	.	.	PUNCT
ajceb-8885	17	1	the	the	DET
ajceb-8885	17	2	model	model	NOUN
ajceb-8885	17	3	postulates	postulate	VERB
ajceb-8885	17	4	that	that	SCONJ
ajceb-8885	17	5	anticorruption	anticorruption	NOUN
ajceb-8885	17	6	measures	measure	NOUN
ajceb-8885	17	7	that	that	PRON
ajceb-8885	17	8	exhibit	exhibit	VERB
ajceb-8885	17	9	a	a	DET
ajceb-8885	17	10	significant	significant	ADJ
ajceb-8885	17	11	influence	influence	NOUN
ajceb-8885	17	12	on	on	ADP
ajceb-8885	17	13	corruption	corruption	NOUN
ajceb-8885	17	14	in	in	ADP
ajceb-8885	17	15	the	the	DET
ajceb-8885	17	16	realm	realm	NOUN
ajceb-8885	17	17	of	of	ADP
ajceb-8885	17	18	ppe	ppe	NOUN
ajceb-8885	17	19	are	be	AUX
ajceb-8885	17	20	those	those	PRON
ajceb-8885	17	21	that	that	PRON
ajceb-8885	17	22	prioritise	prioritise	VERB
ajceb-8885	17	23	the	the	DET
ajceb-8885	17	24	enhancement	enhancement	NOUN
ajceb-8885	17	25	of	of	ADP
ajceb-8885	17	26	reputation	reputation	NOUN
ajceb-8885	17	27	and	and	CCONJ
ajceb-8885	17	28	remuneration	remuneration	NOUN
ajceb-8885	17	29	.	.	PUNCT
ajceb-8885	18	1	the	the	DET
ajceb-8885	18	2	hypotheses	hypothesis	NOUN
ajceb-8885	18	3	were	be	AUX
ajceb-8885	18	4	extracted	extract	VERB
ajceb-8885	18	5	from	from	ADP
ajceb-8885	18	6	the	the	DET
ajceb-8885	18	7	model	model	NOUN
ajceb-8885	18	8	and	and	CCONJ
ajceb-8885	18	9	subjected	subject	VERB
ajceb-8885	18	10	to	to	ADP
ajceb-8885	18	11	testing	test	VERB
ajceb-8885	18	12	through	through	ADP
ajceb-8885	18	13	the	the	DET
ajceb-8885	18	14	utilisation	utilisation	NOUN
ajceb-8885	18	15	of	of	ADP
ajceb-8885	18	16	multiple	multiple	ADJ
ajceb-8885	18	17	linear	linear	ADJ
ajceb-8885	18	18	regression	regression	NOUN
ajceb-8885	18	19	(	(	PUNCT
ajceb-8885	18	20	mlr	mlr	NOUN
ajceb-8885	18	21	)	)	PUNCT
ajceb-8885	18	22	.	.	PUNCT
ajceb-8885	19	1	the	the	DET
ajceb-8885	19	2	efficacy	efficacy	NOUN
ajceb-8885	19	3	of	of	ADP
ajceb-8885	19	4	all	all	DET
ajceb-8885	19	5	the	the	DET
ajceb-8885	19	6	classifications	classification	NOUN
ajceb-8885	19	7	of	of	ADP
ajceb-8885	19	8	anti	anti	ADJ
ajceb-8885	19	9	-	-	ADJ
ajceb-8885	19	10	corruption	corruption	ADJ
ajceb-8885	19	11	systems	system	NOUN
ajceb-8885	19	12	was	be	AUX
ajceb-8885	19	13	determined	determine	VERB
ajceb-8885	19	14	to	to	PART
ajceb-8885	19	15	be	be	AUX
ajceb-8885	19	16	inadequate	inadequate	ADJ
ajceb-8885	19	17	in	in	ADP
ajceb-8885	19	18	mitigating	mitigate	VERB
ajceb-8885	19	19	the	the	DET
ajceb-8885	19	20	occurrence	occurrence	NOUN
ajceb-8885	19	21	of	of	ADP
ajceb-8885	19	22	bribery	bribery	NOUN
ajceb-8885	19	23	,	,	PUNCT
ajceb-8885	19	24	fraud	fraud	NOUN
ajceb-8885	19	25	,	,	PUNCT
ajceb-8885	19	26	and	and	CCONJ
ajceb-8885	19	27	substandard	substandard	ADJ
ajceb-8885	19	28	documentation	documentation	NOUN
ajceb-8885	19	29	.	.	PUNCT
ajceb-8885	20	1	the	the	DET
ajceb-8885	20	2	empirical	empirical	ADJ
ajceb-8885	20	3	findings	finding	NOUN
ajceb-8885	20	4	indicate	indicate	VERB
ajceb-8885	20	5	that	that	SCONJ
ajceb-8885	20	6	the	the	DET
ajceb-8885	20	7	expansion	expansion	NOUN
ajceb-8885	20	8	of	of	ADP
ajceb-8885	20	9	information	information	NOUN
ajceb-8885	20	10	access	access	NOUN
ajceb-8885	20	11	exhibits	exhibit	VERB
ajceb-8885	20	12	a	a	DET
ajceb-8885	20	13	robust	robust	ADJ
ajceb-8885	20	14	logical	logical	ADJ
ajceb-8885	20	15	framework	framework	NOUN
ajceb-8885	20	16	and	and	CCONJ
ajceb-8885	20	17	exerts	exert	VERB
ajceb-8885	20	18	a	a	DET
ajceb-8885	20	19	substantial	substantial	ADJ
ajceb-8885	20	20	influence	influence	NOUN
ajceb-8885	20	21	on	on	ADP
ajceb-8885	20	22	the	the	DET
ajceb-8885	20	23	prevalence	prevalence	NOUN
ajceb-8885	20	24	of	of	ADP
ajceb-8885	20	25	corruption	corruption	NOUN
ajceb-8885	20	26	within	within	ADP
ajceb-8885	20	27	the	the	DET
ajceb-8885	20	28	realm	realm	NOUN
ajceb-8885	20	29	of	of	ADP
ajceb-8885	20	30	ppe	ppe	PROPN
ajceb-8885	20	31	in	in	ADP
ajceb-8885	20	32	nigeria	nigeria	PROPN
ajceb-8885	20	33	.	.	PUNCT
ajceb-8885	21	1	the	the	DET
ajceb-8885	21	2	results	result	NOUN
ajceb-8885	21	3	of	of	ADP
ajceb-8885	21	4	this	this	DET
ajceb-8885	21	5	declaration	declaration	NOUN
ajceb-8885	21	6	of	of	ADP
ajceb-8885	21	7	conflicting	conflicting	ADJ
ajceb-8885	21	8	interest	interest	NOUN
ajceb-8885	21	9	the	the	DET
ajceb-8885	21	10	author(s	author(s	NOUN
ajceb-8885	21	11	)	)	PUNCT
ajceb-8885	21	12	declared	declare	VERB
ajceb-8885	21	13	no	no	DET
ajceb-8885	21	14	potential	potential	ADJ
ajceb-8885	21	15	conflicts	conflict	NOUN
ajceb-8885	21	16	of	of	ADP
ajceb-8885	21	17	interest	interest	NOUN
ajceb-8885	21	18	with	with	ADP
ajceb-8885	21	19	respect	respect	NOUN
ajceb-8885	21	20	to	to	ADP
ajceb-8885	21	21	the	the	DET
ajceb-8885	21	22	research	research	NOUN
ajceb-8885	21	23	,	,	PUNCT
ajceb-8885	21	24	authorship	authorship	NOUN
ajceb-8885	21	25	,	,	PUNCT
ajceb-8885	21	26	and/or	and/or	CCONJ
ajceb-8885	21	27	publication	publication	NOUN
ajceb-8885	21	28	of	of	ADP
ajceb-8885	21	29	this	this	DET
ajceb-8885	21	30	article	article	NOUN
ajceb-8885	21	31	.	.	PUNCT
ajceb-8885	22	1	funding	fund	VERB
ajceb-8885	22	2	the	the	DET
ajceb-8885	22	3	author(s	author(s	NOUN
ajceb-8885	22	4	)	)	PUNCT
ajceb-8885	22	5	received	receive	VERB
ajceb-8885	22	6	no	no	DET
ajceb-8885	22	7	financial	financial	ADJ
ajceb-8885	22	8	support	support	NOUN
ajceb-8885	22	9	for	for	ADP
ajceb-8885	22	10	the	the	DET
ajceb-8885	22	11	research	research	NOUN
ajceb-8885	22	12	,	,	PUNCT
ajceb-8885	22	13	authorship	authorship	NOUN
ajceb-8885	22	14	,	,	PUNCT
ajceb-8885	22	15	and/or	and/or	CCONJ
ajceb-8885	22	16	publication	publication	NOUN
ajceb-8885	22	17	of	of	ADP
ajceb-8885	22	18	this	this	DET
ajceb-8885	22	19	article	article	NOUN
ajceb-8885	22	20	.	.	PUNCT
ajceb-8885	23	1	186	186	NUM
ajceb-8885	23	2	https://doi.org/10.5130/ajceb.v23i3/4.8885	https://doi.org/10.5130/ajceb.v23i3/4.8885	NOUN
ajceb-8885	23	3	https://doi.org/10.5130/ajceb.v23i3/4.8885	https://doi.org/10.5130/ajceb.v23i3/4.8885	PUNCT
ajceb-8885	23	4	https://doi.org/10.5130/ajceb.v23i3/4.8885	https://doi.org/10.5130/ajceb.v23i3/4.8885	PUNCT
ajceb-8885	23	5	https://epress.lib.uts.edu.au/journals/index.php/ajceb	https://epress.lib.uts.edu.au/journals/index.php/ajceb	VERB
ajceb-8885	23	6	https://epress.lib.uts.edu.au/journals/index.php/ajceb	https://epress.lib.uts.edu.au/journals/index.php/ajceb	NOUN
ajceb-8885	23	7	https://epress.lib.uts.edu.au/journals/index.php/ajceb	https://epress.lib.uts.edu.au/journals/index.php/ajceb	VERB
ajceb-8885	23	8	mailto:oolugboyega@oauife.edu.ng	mailto:oolugboyega@oauife.edu.ng	NOUN
ajceb-8885	23	9	https://doi.org/10.5130/ajceb.v23i3/4.8885	https://doi.org/10.5130/ajceb.v23i3/4.8885	ADP
ajceb-8885	23	10	study	study	NOUN
ajceb-8885	23	11	propose	propose	VERB
ajceb-8885	23	12	a	a	DET
ajceb-8885	23	13	potential	potential	ADJ
ajceb-8885	23	14	strategy	strategy	NOUN
ajceb-8885	23	15	for	for	ADP
ajceb-8885	23	16	an	an	DET
ajceb-8885	23	17	anti	anti	ADJ
ajceb-8885	23	18	-	-	ADJ
ajceb-8885	23	19	graft	graft	ADJ
ajceb-8885	23	20	campaign	campaign	NOUN
ajceb-8885	23	21	and	and	CCONJ
ajceb-8885	23	22	provide	provide	VERB
ajceb-8885	23	23	insights	insight	NOUN
ajceb-8885	23	24	into	into	ADP
ajceb-8885	23	25	the	the	DET
ajceb-8885	23	26	importance	importance	NOUN
ajceb-8885	23	27	of	of	ADP
ajceb-8885	23	28	consolidation	consolidation	NOUN
ajceb-8885	23	29	.	.	PUNCT
ajceb-8885	24	1	keywords	keyword	VERB
ajceb-8885	24	2	anti	anti	ADJ
ajceb-8885	24	3	-	-	ADJ
ajceb-8885	24	4	corruption	corruption	ADJ
ajceb-8885	24	5	crusade	crusade	NOUN
ajceb-8885	24	6	in	in	ADP
ajceb-8885	24	7	nigeria	nigeria	PROPN
ajceb-8885	24	8	;	;	PUNCT
ajceb-8885	24	9	anti	anti	ADJ
ajceb-8885	24	10	-	-	ADJ
ajceb-8885	24	11	corruption	corruption	ADJ
ajceb-8885	24	12	systems	system	NOUN
ajceb-8885	24	13	in	in	ADP
ajceb-8885	24	14	nigeria	nigeria	PROPN
ajceb-8885	24	15	;	;	PUNCT
ajceb-8885	24	16	corruption	corruption	NOUN
ajceb-8885	24	17	in	in	ADP
ajceb-8885	24	18	construction	construction	NOUN
ajceb-8885	24	19	industry	industry	NOUN
ajceb-8885	24	20	;	;	PUNCT
ajceb-8885	24	21	corruption	corruption	NOUN
ajceb-8885	24	22	in	in	ADP
ajceb-8885	24	23	nigeria	nigeria	PROPN
ajceb-8885	24	24	introduction	introduction	NOUN
ajceb-8885	24	25	the	the	DET
ajceb-8885	24	26	african	african	PROPN
ajceb-8885	24	27	union	union	PROPN
ajceb-8885	24	28	convention	convention	PROPN
ajceb-8885	24	29	on	on	ADP
ajceb-8885	24	30	preventing	prevent	VERB
ajceb-8885	24	31	and	and	CCONJ
ajceb-8885	24	32	combating	combat	VERB
ajceb-8885	24	33	corruption	corruption	NOUN
ajceb-8885	24	34	and	and	CCONJ
ajceb-8885	24	35	related	related	ADJ
ajceb-8885	24	36	offences	offence	NOUN
ajceb-8885	24	37	established	establish	VERB
ajceb-8885	24	38	anti	anti	ADJ
ajceb-8885	24	39	-	-	ADJ
ajceb-8885	24	40	corruption	corruption	ADJ
ajceb-8885	24	41	tactics	tactic	NOUN
ajceb-8885	24	42	and	and	CCONJ
ajceb-8885	24	43	procedures	procedure	NOUN
ajceb-8885	24	44	(	(	PUNCT
ajceb-8885	24	45	mikail	mikail	NOUN
ajceb-8885	24	46	,	,	PUNCT
ajceb-8885	24	47	et	et	PROPN
ajceb-8885	24	48	al	al	PROPN
ajceb-8885	24	49	.	.	PROPN
ajceb-8885	24	50	,	,	PUNCT
ajceb-8885	24	51	2017	2017	NUM
ajceb-8885	24	52	;	;	PUNCT
ajceb-8885	24	53	mikail	mikail	NOUN
ajceb-8885	24	54	,	,	PUNCT
ajceb-8885	24	55	2018	2018	NUM
ajceb-8885	24	56	)	)	PUNCT
ajceb-8885	24	57	.	.	PUNCT
ajceb-8885	25	1	since	since	SCONJ
ajceb-8885	25	2	the	the	DET
ajceb-8885	25	3	country	country	NOUN
ajceb-8885	25	4	was	be	AUX
ajceb-8885	25	5	restored	restore	VERB
ajceb-8885	25	6	to	to	ADP
ajceb-8885	25	7	civil	civil	ADJ
ajceb-8885	25	8	rule	rule	NOUN
ajceb-8885	25	9	in	in	ADP
ajceb-8885	25	10	may	may	PROPN
ajceb-8885	25	11	1999	1999	NUM
ajceb-8885	25	12	,	,	PUNCT
ajceb-8885	25	13	the	the	DET
ajceb-8885	25	14	nigerian	nigerian	ADJ
ajceb-8885	25	15	government	government	NOUN
ajceb-8885	25	16	has	have	AUX
ajceb-8885	25	17	launched	launch	VERB
ajceb-8885	25	18	a	a	DET
ajceb-8885	25	19	host	host	NOUN
ajceb-8885	25	20	of	of	ADP
ajceb-8885	25	21	measures	measure	NOUN
ajceb-8885	25	22	(	(	PUNCT
ajceb-8885	25	23	for	for	ADP
ajceb-8885	25	24	example	example	NOUN
ajceb-8885	25	25	,	,	PUNCT
ajceb-8885	25	26	whistleblowing	whistleblowing	NOUN
ajceb-8885	25	27	,	,	PUNCT
ajceb-8885	25	28	watchdogs	watchdog	NOUN
ajceb-8885	25	29	,	,	PUNCT
ajceb-8885	25	30	and	and	CCONJ
ajceb-8885	25	31	the	the	DET
ajceb-8885	25	32	treasury	treasury	PROPN
ajceb-8885	25	33	single	single	ADJ
ajceb-8885	25	34	account	account	NOUN
ajceb-8885	25	35	)	)	PUNCT
ajceb-8885	25	36	targeted	target	VERB
ajceb-8885	25	37	at	at	ADP
ajceb-8885	25	38	tackling	tackle	VERB
ajceb-8885	25	39	corruption	corruption	NOUN
ajceb-8885	25	40	in	in	ADP
ajceb-8885	25	41	various	various	ADJ
ajceb-8885	25	42	economic	economic	ADJ
ajceb-8885	25	43	sectors	sector	NOUN
ajceb-8885	25	44	(	(	PUNCT
ajceb-8885	25	45	inuwa	inuwa	PROPN
ajceb-8885	25	46	,	,	PUNCT
ajceb-8885	25	47	et	et	PROPN
ajceb-8885	25	48	al	al	PROPN
ajceb-8885	25	49	.	.	PROPN
ajceb-8885	25	50	,	,	PUNCT
ajceb-8885	25	51	2019	2019	NUM
ajceb-8885	25	52	;	;	PUNCT
ajceb-8885	25	53	inuwa	inuwa	PROPN
ajceb-8885	25	54	,	,	PUNCT
ajceb-8885	25	55	ononiwu	ononiwu	PROPN
ajceb-8885	25	56	and	and	CCONJ
ajceb-8885	25	57	kah	kah	PROPN
ajceb-8885	25	58	,	,	PUNCT
ajceb-8885	25	59	2020	2020	NUM
ajceb-8885	25	60	)	)	PUNCT
ajceb-8885	25	61	.	.	PUNCT
ajceb-8885	26	1	since	since	SCONJ
ajceb-8885	26	2	1999	1999	NUM
ajceb-8885	26	3	,	,	PUNCT
ajceb-8885	26	4	the	the	DET
ajceb-8885	26	5	impact	impact	NOUN
ajceb-8885	26	6	of	of	ADP
ajceb-8885	26	7	anticorruption	anticorruption	NOUN
ajceb-8885	26	8	initiatives	initiative	NOUN
ajceb-8885	26	9	in	in	ADP
ajceb-8885	26	10	the	the	DET
ajceb-8885	26	11	nigerian	nigerian	ADJ
ajceb-8885	26	12	construction	construction	NOUN
ajceb-8885	26	13	sector	sector	NOUN
ajceb-8885	26	14	has	have	AUX
ajceb-8885	26	15	been	be	AUX
ajceb-8885	26	16	uncertain	uncertain	ADJ
ajceb-8885	26	17	.	.	PUNCT
ajceb-8885	27	1	the	the	DET
ajceb-8885	27	2	existing	exist	VERB
ajceb-8885	27	3	literature	literature	NOUN
ajceb-8885	27	4	focuses	focus	VERB
ajceb-8885	27	5	on	on	ADP
ajceb-8885	27	6	the	the	DET
ajceb-8885	27	7	influence	influence	NOUN
ajceb-8885	27	8	of	of	ADP
ajceb-8885	27	9	anti	anti	ADJ
ajceb-8885	27	10	-	-	ADJ
ajceb-8885	27	11	corruption	corruption	ADJ
ajceb-8885	27	12	strategies	strategy	NOUN
ajceb-8885	27	13	on	on	ADP
ajceb-8885	27	14	corruption	corruption	NOUN
ajceb-8885	27	15	in	in	ADP
ajceb-8885	27	16	the	the	DET
ajceb-8885	27	17	banking	banking	NOUN
ajceb-8885	27	18	and	and	CCONJ
ajceb-8885	27	19	political	political	ADJ
ajceb-8885	27	20	sectors	sector	NOUN
ajceb-8885	27	21	(	(	PUNCT
ajceb-8885	27	22	nnadozie	nnadozie	PROPN
ajceb-8885	27	23	,	,	PUNCT
ajceb-8885	27	24	2021	2021	NUM
ajceb-8885	27	25	;	;	PUNCT
ajceb-8885	27	26	joseph	joseph	PROPN
ajceb-8885	27	27	,	,	PUNCT
ajceb-8885	27	28	et	et	PROPN
ajceb-8885	27	29	al	al	PROPN
ajceb-8885	27	30	.	.	PROPN
ajceb-8885	27	31	,	,	PUNCT
ajceb-8885	27	32	2016	2016	NUM
ajceb-8885	27	33	)	)	PUNCT
ajceb-8885	27	34	.	.	PUNCT
ajceb-8885	28	1	these	these	DET
ajceb-8885	28	2	sectors	sector	NOUN
ajceb-8885	28	3	are	be	AUX
ajceb-8885	28	4	important	important	ADJ
ajceb-8885	28	5	to	to	ADP
ajceb-8885	28	6	the	the	DET
ajceb-8885	28	7	socioeconomic	socioeconomic	ADJ
ajceb-8885	28	8	growth	growth	NOUN
ajceb-8885	28	9	of	of	ADP
ajceb-8885	28	10	every	every	DET
ajceb-8885	28	11	country	country	NOUN
ajceb-8885	28	12	,	,	PUNCT
ajceb-8885	28	13	but	but	CCONJ
ajceb-8885	28	14	the	the	DET
ajceb-8885	28	15	construction	construction	NOUN
ajceb-8885	28	16	industry	industry	NOUN
ajceb-8885	28	17	is	be	AUX
ajceb-8885	28	18	more	more	ADV
ajceb-8885	28	19	basic	basic	ADJ
ajceb-8885	28	20	to	to	ADP
ajceb-8885	28	21	the	the	DET
ajceb-8885	28	22	economy	economy	NOUN
ajceb-8885	28	23	and	and	CCONJ
ajceb-8885	28	24	the	the	DET
ajceb-8885	28	25	activities	activity	NOUN
ajceb-8885	28	26	of	of	ADP
ajceb-8885	28	27	the	the	DET
ajceb-8885	28	28	other	other	ADJ
ajceb-8885	28	29	sectors	sector	NOUN
ajceb-8885	28	30	in	in	ADP
ajceb-8885	28	31	any	any	DET
ajceb-8885	28	32	country	country	NOUN
ajceb-8885	28	33	(	(	PUNCT
ajceb-8885	28	34	oladinrin	oladinrin	PROPN
ajceb-8885	28	35	,	,	PUNCT
ajceb-8885	28	36	ogunsemi	ogunsemi	NOUN
ajceb-8885	28	37	and	and	CCONJ
ajceb-8885	28	38	aje	aje	PROPN
ajceb-8885	28	39	,	,	PUNCT
ajceb-8885	28	40	2012	2012	NUM
ajceb-8885	28	41	;	;	PUNCT
ajceb-8885	28	42	erol	erol	NOUN
ajceb-8885	28	43	and	and	CCONJ
ajceb-8885	28	44	unal	unal	ADJ
ajceb-8885	28	45	,	,	PUNCT
ajceb-8885	28	46	2015	2015	NUM
ajceb-8885	28	47	)	)	PUNCT
ajceb-8885	28	48	.	.	PUNCT
ajceb-8885	29	1	despite	despite	SCONJ
ajceb-8885	29	2	the	the	DET
ajceb-8885	29	3	importance	importance	NOUN
ajceb-8885	29	4	of	of	ADP
ajceb-8885	29	5	the	the	DET
ajceb-8885	29	6	construction	construction	NOUN
ajceb-8885	29	7	sector	sector	NOUN
ajceb-8885	29	8	,	,	PUNCT
ajceb-8885	29	9	existing	exist	VERB
ajceb-8885	29	10	anti	anti	ADJ
ajceb-8885	29	11	-	-	ADJ
ajceb-8885	29	12	corruption	corruption	ADJ
ajceb-8885	29	13	studies	study	NOUN
ajceb-8885	29	14	have	have	AUX
ajceb-8885	29	15	only	only	ADV
ajceb-8885	29	16	reviewed	review	VERB
ajceb-8885	29	17	anti	anti	ADJ
ajceb-8885	29	18	-	-	ADJ
ajceb-8885	29	19	corruption	corruption	ADJ
ajceb-8885	29	20	practises	practise	NOUN
ajceb-8885	29	21	in	in	ADP
ajceb-8885	29	22	the	the	DET
ajceb-8885	29	23	construction	construction	NOUN
ajceb-8885	29	24	sector	sector	NOUN
ajceb-8885	29	25	and	and	CCONJ
ajceb-8885	29	26	identified	identify	VERB
ajceb-8885	29	27	the	the	DET
ajceb-8885	29	28	potential	potential	NOUN
ajceb-8885	29	29	of	of	ADP
ajceb-8885	29	30	e	e	NOUN
ajceb-8885	29	31	-	-	NOUN
ajceb-8885	29	32	procurement	procurement	NOUN
ajceb-8885	29	33	(	(	PUNCT
ajceb-8885	29	34	mackey	mackey	PROPN
ajceb-8885	29	35	and	and	CCONJ
ajceb-8885	29	36	cuomo	cuomo	PROPN
ajceb-8885	29	37	,	,	PUNCT
ajceb-8885	29	38	2020	2020	NUM
ajceb-8885	29	39	;	;	PUNCT
ajceb-8885	29	40	aduwo	aduwo	PROPN
ajceb-8885	29	41	,	,	PUNCT
ajceb-8885	29	42	et	et	PROPN
ajceb-8885	29	43	al	al	PROPN
ajceb-8885	29	44	.	.	PROPN
ajceb-8885	29	45	,	,	PUNCT
ajceb-8885	29	46	2020	2020	NUM
ajceb-8885	29	47	;	;	PUNCT
ajceb-8885	29	48	afolabi	afolabi	NOUN
ajceb-8885	29	49	,	,	PUNCT
ajceb-8885	29	50	et	et	PROPN
ajceb-8885	29	51	al	al	PROPN
ajceb-8885	29	52	.	.	PROPN
ajceb-8885	29	53	,	,	PUNCT
ajceb-8885	29	54	2020	2020	NUM
ajceb-8885	29	55	)	)	PUNCT
ajceb-8885	29	56	,	,	PUNCT
ajceb-8885	29	57	technical	technical	ADJ
ajceb-8885	29	58	auditing	auditing	NOUN
ajceb-8885	29	59	(	(	PUNCT
ajceb-8885	29	60	lehtinen	lehtinen	PROPN
ajceb-8885	29	61	,	,	PUNCT
ajceb-8885	29	62	et	et	PROPN
ajceb-8885	29	63	al	al	PROPN
ajceb-8885	29	64	.	.	PROPN
ajceb-8885	29	65	,	,	PUNCT
ajceb-8885	29	66	2022	2022	NUM
ajceb-8885	29	67	;	;	PUNCT
ajceb-8885	29	68	owusu	owusu	PROPN
ajceb-8885	29	69	,	,	PUNCT
ajceb-8885	29	70	et	et	PROPN
ajceb-8885	29	71	al	al	PROPN
ajceb-8885	29	72	.	.	PROPN
ajceb-8885	29	73	,	,	PUNCT
ajceb-8885	29	74	2019	2019	NUM
ajceb-8885	29	75	;	;	PUNCT
ajceb-8885	29	76	hetami	hetami	NOUN
ajceb-8885	29	77	and	and	CCONJ
ajceb-8885	29	78	aransyah	aransyah	PROPN
ajceb-8885	29	79	,	,	PUNCT
ajceb-8885	29	80	2020	2020	NUM
ajceb-8885	29	81	;	;	PUNCT
ajceb-8885	29	82	according	accord	VERB
ajceb-8885	29	83	to	to	ADP
ajceb-8885	29	84	the	the	DET
ajceb-8885	29	85	findings	finding	NOUN
ajceb-8885	29	86	of	of	ADP
ajceb-8885	29	87	these	these	DET
ajceb-8885	29	88	investigations	investigation	NOUN
ajceb-8885	29	89	,	,	PUNCT
ajceb-8885	29	90	corruption	corruption	NOUN
ajceb-8885	29	91	occurs	occur	VERB
ajceb-8885	29	92	most	most	ADV
ajceb-8885	29	93	frequently	frequently	ADV
ajceb-8885	29	94	during	during	ADP
ajceb-8885	29	95	the	the	DET
ajceb-8885	29	96	project	project	NOUN
ajceb-8885	29	97	planning	planning	NOUN
ajceb-8885	29	98	and	and	CCONJ
ajceb-8885	29	99	execution	execution	NOUN
ajceb-8885	29	100	stages	stage	NOUN
ajceb-8885	29	101	,	,	PUNCT
ajceb-8885	29	102	and	and	CCONJ
ajceb-8885	29	103	current	current	ADJ
ajceb-8885	29	104	anti	anti	ADJ
ajceb-8885	29	105	-	-	ADJ
ajceb-8885	29	106	corrupt	corrupt	ADJ
ajceb-8885	29	107	practises	practise	NOUN
ajceb-8885	29	108	are	be	AUX
ajceb-8885	29	109	reactive	reactive	ADJ
ajceb-8885	29	110	rather	rather	ADV
ajceb-8885	29	111	than	than	ADP
ajceb-8885	29	112	proactive	proactive	ADJ
ajceb-8885	29	113	.	.	PUNCT
ajceb-8885	30	1	as	as	ADP
ajceb-8885	30	2	a	a	DET
ajceb-8885	30	3	result	result	NOUN
ajceb-8885	30	4	,	,	PUNCT
ajceb-8885	30	5	there	there	PRON
ajceb-8885	30	6	is	be	VERB
ajceb-8885	30	7	a	a	DET
ajceb-8885	30	8	gap	gap	NOUN
ajceb-8885	30	9	in	in	ADP
ajceb-8885	30	10	analysing	analyse	VERB
ajceb-8885	30	11	the	the	DET
ajceb-8885	30	12	effectiveness	effectiveness	NOUN
ajceb-8885	30	13	of	of	ADP
ajceb-8885	30	14	anti	anti	ADJ
ajceb-8885	30	15	-	-	ADJ
ajceb-8885	30	16	corruption	corruption	ADJ
ajceb-8885	30	17	measures	measure	NOUN
ajceb-8885	30	18	in	in	ADP
ajceb-8885	30	19	the	the	DET
ajceb-8885	30	20	construction	construction	NOUN
ajceb-8885	30	21	industry	industry	NOUN
ajceb-8885	30	22	.	.	PUNCT
ajceb-8885	31	1	the	the	DET
ajceb-8885	31	2	main	main	ADJ
ajceb-8885	31	3	issue	issue	NOUN
ajceb-8885	31	4	is	be	AUX
ajceb-8885	31	5	that	that	SCONJ
ajceb-8885	31	6	anti	anti	ADJ
ajceb-8885	31	7	-	-	ADJ
ajceb-8885	31	8	corruption	corruption	ADJ
ajceb-8885	31	9	systems	system	NOUN
ajceb-8885	31	10	have	have	AUX
ajceb-8885	31	11	been	be	AUX
ajceb-8885	31	12	studied	study	VERB
ajceb-8885	31	13	for	for	ADP
ajceb-8885	31	14	effectiveness	effectiveness	NOUN
ajceb-8885	31	15	without	without	ADP
ajceb-8885	31	16	considering	consider	VERB
ajceb-8885	31	17	their	their	PRON
ajceb-8885	31	18	dimensional	dimensional	ADJ
ajceb-8885	31	19	logic	logic	NOUN
ajceb-8885	31	20	and	and	CCONJ
ajceb-8885	31	21	logical	logical	ADJ
ajceb-8885	31	22	focus	focus	NOUN
ajceb-8885	31	23	(	(	PUNCT
ajceb-8885	31	24	lehtinen	lehtinen	PROPN
ajceb-8885	31	25	,	,	PUNCT
ajceb-8885	31	26	et	et	PROPN
ajceb-8885	31	27	al	al	PROPN
ajceb-8885	31	28	.	.	PROPN
ajceb-8885	31	29	,	,	PUNCT
ajceb-8885	31	30	2022	2022	NUM
ajceb-8885	31	31	;	;	PUNCT
ajceb-8885	31	32	oberoi	oberoi	NOUN
ajceb-8885	31	33	,	,	PUNCT
ajceb-8885	31	34	2014	2014	NUM
ajceb-8885	31	35	;	;	PUNCT
ajceb-8885	31	36	mccusker	mccusker	NOUN
ajceb-8885	31	37	,	,	PUNCT
ajceb-8885	31	38	2006	2006	NUM
ajceb-8885	31	39	)	)	PUNCT
ajceb-8885	31	40	.	.	PUNCT
ajceb-8885	32	1	this	this	DET
ajceb-8885	32	2	strategy	strategy	NOUN
ajceb-8885	32	3	is	be	AUX
ajceb-8885	32	4	problematic	problematic	ADJ
ajceb-8885	32	5	since	since	SCONJ
ajceb-8885	32	6	a	a	DET
ajceb-8885	32	7	single	single	ADJ
ajceb-8885	32	8	anti	anti	ADJ
ajceb-8885	32	9	-	-	ADJ
ajceb-8885	32	10	corruption	corruption	ADJ
ajceb-8885	32	11	measure	measure	NOUN
ajceb-8885	32	12	will	will	AUX
ajceb-8885	32	13	be	be	AUX
ajceb-8885	32	14	ineffective	ineffective	ADJ
ajceb-8885	32	15	in	in	ADP
ajceb-8885	32	16	combating	combat	VERB
ajceb-8885	32	17	corruption	corruption	NOUN
ajceb-8885	32	18	.	.	PUNCT
ajceb-8885	33	1	only	only	ADV
ajceb-8885	33	2	by	by	ADP
ajceb-8885	33	3	combining	combine	VERB
ajceb-8885	33	4	several	several	ADJ
ajceb-8885	33	5	anti	anti	ADJ
ajceb-8885	33	6	-	-	ADJ
ajceb-8885	33	7	corruption	corruption	ADJ
ajceb-8885	33	8	measures	measure	NOUN
ajceb-8885	33	9	can	can	AUX
ajceb-8885	33	10	an	an	DET
ajceb-8885	33	11	effective	effective	ADJ
ajceb-8885	33	12	anti	anti	ADJ
ajceb-8885	33	13	-	-	ADJ
ajceb-8885	33	14	corruption	corruption	ADJ
ajceb-8885	33	15	system	system	NOUN
ajceb-8885	33	16	be	be	AUX
ajceb-8885	33	17	established	establish	VERB
ajceb-8885	33	18	.	.	PUNCT
ajceb-8885	34	1	because	because	SCONJ
ajceb-8885	34	2	there	there	PRON
ajceb-8885	34	3	is	be	VERB
ajceb-8885	34	4	no	no	DET
ajceb-8885	34	5	one	one	NUM
ajceb-8885	34	6	-	-	PUNCT
ajceb-8885	34	7	size	size	NOUN
ajceb-8885	34	8	-	-	PUNCT
ajceb-8885	34	9	fits	fit	VERB
ajceb-8885	34	10	-	-	PUNCT
ajceb-8885	34	11	all	all	PRON
ajceb-8885	34	12	anti	anti	ADJ
ajceb-8885	34	13	-	-	ADJ
ajceb-8885	34	14	corruption	corruption	ADJ
ajceb-8885	34	15	measure	measure	NOUN
ajceb-8885	34	16	,	,	PUNCT
ajceb-8885	34	17	each	each	DET
ajceb-8885	34	18	anti	anti	ADJ
ajceb-8885	34	19	-	-	ADJ
ajceb-8885	34	20	corruption	corruption	ADJ
ajceb-8885	34	21	measure	measure	NOUN
ajceb-8885	34	22	in	in	ADP
ajceb-8885	34	23	the	the	DET
ajceb-8885	34	24	system	system	NOUN
ajceb-8885	34	25	should	should	AUX
ajceb-8885	34	26	have	have	VERB
ajceb-8885	34	27	a	a	DET
ajceb-8885	34	28	focus	focus	NOUN
ajceb-8885	34	29	and	and	CCONJ
ajceb-8885	34	30	priority	priority	NOUN
ajceb-8885	34	31	in	in	ADP
ajceb-8885	34	32	the	the	DET
ajceb-8885	34	33	fight	fight	NOUN
ajceb-8885	34	34	against	against	ADP
ajceb-8885	34	35	corruption	corruption	NOUN
ajceb-8885	34	36	(	(	PUNCT
ajceb-8885	34	37	lehtinen	lehtinen	PROPN
ajceb-8885	34	38	,	,	PUNCT
ajceb-8885	34	39	et	et	PROPN
ajceb-8885	34	40	al	al	PROPN
ajceb-8885	34	41	.	.	PROPN
ajceb-8885	34	42	,	,	PUNCT
ajceb-8885	34	43	2022	2022	NUM
ajceb-8885	34	44	)	)	PUNCT
ajceb-8885	34	45	.	.	PUNCT
ajceb-8885	35	1	according	accord	VERB
ajceb-8885	35	2	to	to	ADP
ajceb-8885	35	3	oberoi	oberoi	NOUN
ajceb-8885	35	4	(	(	PUNCT
ajceb-8885	35	5	2014	2014	NUM
ajceb-8885	35	6	)	)	PUNCT
ajceb-8885	35	7	,	,	PUNCT
ajceb-8885	35	8	little	little	ADJ
ajceb-8885	35	9	progress	progress	NOUN
ajceb-8885	35	10	has	have	AUX
ajceb-8885	35	11	been	be	AUX
ajceb-8885	35	12	made	make	VERB
ajceb-8885	35	13	in	in	ADP
ajceb-8885	35	14	eradicating	eradicate	VERB
ajceb-8885	35	15	corruption	corruption	NOUN
ajceb-8885	35	16	as	as	ADP
ajceb-8885	35	17	a	a	DET
ajceb-8885	35	18	result	result	NOUN
ajceb-8885	35	19	of	of	ADP
ajceb-8885	35	20	faulty	faulty	NOUN
ajceb-8885	35	21	and	and	CCONJ
ajceb-8885	35	22	misplaced	misplaced	ADJ
ajceb-8885	35	23	anti	anti	ADJ
ajceb-8885	35	24	-	-	ADJ
ajceb-8885	35	25	corruption	corruption	ADJ
ajceb-8885	35	26	campaigns	campaign	NOUN
ajceb-8885	35	27	done	do	VERB
ajceb-8885	35	28	without	without	ADP
ajceb-8885	35	29	reasoning	reasoning	NOUN
ajceb-8885	35	30	.	.	PUNCT
ajceb-8885	36	1	as	as	ADP
ajceb-8885	36	2	a	a	DET
ajceb-8885	36	3	result	result	NOUN
ajceb-8885	36	4	,	,	PUNCT
ajceb-8885	36	5	it	it	PRON
ajceb-8885	36	6	is	be	AUX
ajceb-8885	36	7	critical	critical	ADJ
ajceb-8885	36	8	to	to	PART
ajceb-8885	36	9	define	define	VERB
ajceb-8885	36	10	the	the	DET
ajceb-8885	36	11	various	various	ADJ
ajceb-8885	36	12	categories	category	NOUN
ajceb-8885	36	13	of	of	ADP
ajceb-8885	36	14	anti	anti	ADJ
ajceb-8885	36	15	-	-	ADJ
ajceb-8885	36	16	corruption	corruption	ADJ
ajceb-8885	36	17	systems	system	NOUN
ajceb-8885	36	18	and	and	CCONJ
ajceb-8885	36	19	link	link	VERB
ajceb-8885	36	20	their	their	PRON
ajceb-8885	36	21	levels	level	NOUN
ajceb-8885	36	22	of	of	ADP
ajceb-8885	36	23	logic	logic	NOUN
ajceb-8885	36	24	to	to	ADP
ajceb-8885	36	25	their	their	PRON
ajceb-8885	36	26	levels	level	NOUN
ajceb-8885	36	27	of	of	ADP
ajceb-8885	36	28	effectiveness	effectiveness	NOUN
ajceb-8885	36	29	for	for	ADP
ajceb-8885	36	30	a	a	DET
ajceb-8885	36	31	practical	practical	ADJ
ajceb-8885	36	32	assessment	assessment	NOUN
ajceb-8885	36	33	of	of	ADP
ajceb-8885	36	34	their	their	PRON
ajceb-8885	36	35	viability	viability	NOUN
ajceb-8885	36	36	.	.	PUNCT
ajceb-8885	37	1	the	the	DET
ajceb-8885	37	2	effectiveness	effectiveness	NOUN
ajceb-8885	37	3	of	of	ADP
ajceb-8885	37	4	anti	anti	ADJ
ajceb-8885	37	5	-	-	ADJ
ajceb-8885	37	6	corruption	corruption	ADJ
ajceb-8885	37	7	systems	system	NOUN
ajceb-8885	37	8	is	be	AUX
ajceb-8885	37	9	best	well	ADV
ajceb-8885	37	10	assessed	assess	VERB
ajceb-8885	37	11	during	during	ADP
ajceb-8885	37	12	project	project	NOUN
ajceb-8885	37	13	planning	planning	NOUN
ajceb-8885	37	14	and	and	CCONJ
ajceb-8885	37	15	execution	execution	NOUN
ajceb-8885	37	16	,	,	PUNCT
ajceb-8885	37	17	which	which	PRON
ajceb-8885	37	18	have	have	AUX
ajceb-8885	37	19	been	be	AUX
ajceb-8885	37	20	identified	identify	VERB
ajceb-8885	37	21	as	as	ADP
ajceb-8885	37	22	the	the	DET
ajceb-8885	37	23	stages	stage	NOUN
ajceb-8885	37	24	with	with	ADP
ajceb-8885	37	25	the	the	DET
ajceb-8885	37	26	highest	high	ADJ
ajceb-8885	37	27	occurrence	occurrence	NOUN
ajceb-8885	37	28	of	of	ADP
ajceb-8885	37	29	corruption	corruption	NOUN
ajceb-8885	37	30	(	(	PUNCT
ajceb-8885	37	31	owusu	owusu	PROPN
ajceb-8885	37	32	,	,	PUNCT
ajceb-8885	37	33	et	et	PROPN
ajceb-8885	37	34	al	al	PROPN
ajceb-8885	37	35	.	.	PROPN
ajceb-8885	37	36	,	,	PUNCT
ajceb-8885	37	37	2019	2019	NUM
ajceb-8885	37	38	;	;	PUNCT
ajceb-8885	37	39	mackey	mackey	PROPN
ajceb-8885	37	40	and	and	CCONJ
ajceb-8885	37	41	cuomo	cuomo	PROPN
ajceb-8885	37	42	,	,	PUNCT
ajceb-8885	37	43	2020	2020	NUM
ajceb-8885	37	44	)	)	PUNCT
ajceb-8885	37	45	.	.	PUNCT
ajceb-8885	38	1	the	the	DET
ajceb-8885	38	2	goal	goal	NOUN
ajceb-8885	38	3	of	of	ADP
ajceb-8885	38	4	this	this	DET
ajceb-8885	38	5	research	research	NOUN
ajceb-8885	38	6	is	be	AUX
ajceb-8885	38	7	to	to	PART
ajceb-8885	38	8	foster	foster	VERB
ajceb-8885	38	9	conceptual	conceptual	ADJ
ajceb-8885	38	10	understanding	understanding	NOUN
ajceb-8885	38	11	of	of	ADP
ajceb-8885	38	12	anti	anti	ADJ
ajceb-8885	38	13	-	-	ADJ
ajceb-8885	38	14	corruption	corruption	ADJ
ajceb-8885	38	15	systems	system	NOUN
ajceb-8885	38	16	that	that	PRON
ajceb-8885	38	17	impact	impact	VERB
ajceb-8885	38	18	corruption	corruption	NOUN
ajceb-8885	38	19	in	in	ADP
ajceb-8885	38	20	the	the	DET
ajceb-8885	38	21	construction	construction	NOUN
ajceb-8885	38	22	sector	sector	NOUN
ajceb-8885	38	23	by	by	ADP
ajceb-8885	38	24	analysing	analyse	VERB
ajceb-8885	38	25	the	the	DET
ajceb-8885	38	26	logic	logic	NOUN
ajceb-8885	38	27	(	(	PUNCT
ajceb-8885	38	28	focal	focal	ADJ
ajceb-8885	38	29	points	point	NOUN
ajceb-8885	38	30	and	and	CCONJ
ajceb-8885	38	31	rationale	rationale	NOUN
ajceb-8885	38	32	)	)	PUNCT
ajceb-8885	38	33	of	of	ADP
ajceb-8885	38	34	anti	anti	ADJ
ajceb-8885	38	35	-	-	ADJ
ajceb-8885	38	36	corruption	corruption	ADJ
ajceb-8885	38	37	systems	system	NOUN
ajceb-8885	38	38	and	and	CCONJ
ajceb-8885	38	39	establishing	establish	VERB
ajceb-8885	38	40	anti	anti	ADJ
ajceb-8885	38	41	-	-	ADJ
ajceb-8885	38	42	corruption	corruption	ADJ
ajceb-8885	38	43	systems	system	NOUN
ajceb-8885	38	44	that	that	PRON
ajceb-8885	38	45	satisfactorily	satisfactorily	ADV
ajceb-8885	38	46	and	and	CCONJ
ajceb-8885	38	47	fundamentally	fundamentally	ADV
ajceb-8885	38	48	address	address	VERB
ajceb-8885	38	49	corruption	corruption	NOUN
ajceb-8885	38	50	in	in	ADP
ajceb-8885	38	51	project	project	NOUN
ajceb-8885	38	52	planning	planning	NOUN
ajceb-8885	38	53	and	and	CCONJ
ajceb-8885	38	54	execution	execution	NOUN
ajceb-8885	38	55	.	.	PUNCT
ajceb-8885	39	1	to	to	PART
ajceb-8885	39	2	fulfil	fulfil	VERB
ajceb-8885	39	3	the	the	DET
ajceb-8885	39	4	study	study	NOUN
ajceb-8885	39	5	’s	’s	PART
ajceb-8885	39	6	goal	goal	NOUN
ajceb-8885	39	7	,	,	PUNCT
ajceb-8885	39	8	the	the	DET
ajceb-8885	39	9	study	study	NOUN
ajceb-8885	39	10	identified	identify	VERB
ajceb-8885	39	11	and	and	CCONJ
ajceb-8885	39	12	evaluated	evaluate	VERB
ajceb-8885	39	13	the	the	DET
ajceb-8885	39	14	rationale	rationale	NOUN
ajceb-8885	39	15	and	and	CCONJ
ajceb-8885	39	16	effectiveness	effectiveness	NOUN
ajceb-8885	39	17	of	of	ADP
ajceb-8885	39	18	anti	anti	ADJ
ajceb-8885	39	19	-	-	ADJ
ajceb-8885	39	20	corruption	corruption	ADJ
ajceb-8885	39	21	systems	system	NOUN
ajceb-8885	39	22	on	on	ADP
ajceb-8885	39	23	corruption	corruption	NOUN
ajceb-8885	39	24	in	in	ADP
ajceb-8885	39	25	project	project	NOUN
ajceb-8885	39	26	planning	planning	NOUN
ajceb-8885	39	27	and	and	CCONJ
ajceb-8885	39	28	execution	execution	NOUN
ajceb-8885	39	29	.	.	PUNCT
ajceb-8885	40	1	this	this	DET
ajceb-8885	40	2	study	study	NOUN
ajceb-8885	40	3	is	be	AUX
ajceb-8885	40	4	significant	significant	ADJ
ajceb-8885	40	5	because	because	SCONJ
ajceb-8885	40	6	it	it	PRON
ajceb-8885	40	7	will	will	AUX
ajceb-8885	40	8	aid	aid	VERB
ajceb-8885	40	9	in	in	ADP
ajceb-8885	40	10	the	the	DET
ajceb-8885	40	11	identification	identification	NOUN
ajceb-8885	40	12	of	of	ADP
ajceb-8885	40	13	anti	anti	ADJ
ajceb-8885	40	14	-	-	ADJ
ajceb-8885	40	15	corruption	corruption	ADJ
ajceb-8885	40	16	strategies	strategy	NOUN
ajceb-8885	40	17	that	that	PRON
ajceb-8885	40	18	are	be	AUX
ajceb-8885	40	19	typically	typically	ADV
ajceb-8885	40	20	feasible	feasible	ADJ
ajceb-8885	40	21	,	,	PUNCT
ajceb-8885	40	22	significant	significant	ADJ
ajceb-8885	40	23	,	,	PUNCT
ajceb-8885	40	24	and	and	CCONJ
ajceb-8885	40	25	compelling	compelling	ADJ
ajceb-8885	40	26	.	.	PUNCT
ajceb-8885	41	1	the	the	DET
ajceb-8885	41	2	classification	classification	NOUN
ajceb-8885	41	3	of	of	ADP
ajceb-8885	41	4	the	the	DET
ajceb-8885	41	5	construction	construction	NOUN
ajceb-8885	41	6	sector	sector	NOUN
ajceb-8885	41	7	as	as	ADP
ajceb-8885	41	8	the	the	DET
ajceb-8885	41	9	one	one	NOUN
ajceb-8885	41	10	with	with	ADP
ajceb-8885	41	11	the	the	DET
ajceb-8885	41	12	highest	high	ADJ
ajceb-8885	41	13	level	level	NOUN
ajceb-8885	41	14	of	of	ADP
ajceb-8885	41	15	corruption	corruption	NOUN
ajceb-8885	41	16	(	(	PUNCT
ajceb-8885	41	17	maruichi	maruichi	NOUN
ajceb-8885	41	18	and	and	CCONJ
ajceb-8885	41	19	abe	abe	PROPN
ajceb-8885	41	20	,	,	PUNCT
ajceb-8885	41	21	2019	2019	NUM
ajceb-8885	41	22	;	;	PUNCT
ajceb-8885	41	23	adekunle	adekunle	NOUN
ajceb-8885	41	24	,	,	PUNCT
ajceb-8885	41	25	et	et	PROPN
ajceb-8885	41	26	al	al	PROPN
ajceb-8885	41	27	.	.	PROPN
ajceb-8885	41	28	,	,	PUNCT
ajceb-8885	41	29	2019	2019	NUM
ajceb-8885	41	30	)	)	PUNCT
ajceb-8885	41	31	emphasises	emphasise	VERB
ajceb-8885	41	32	the	the	DET
ajceb-8885	41	33	importance	importance	NOUN
ajceb-8885	41	34	of	of	ADP
ajceb-8885	41	35	this	this	DET
ajceb-8885	41	36	investigation	investigation	NOUN
ajceb-8885	41	37	.	.	PUNCT
ajceb-8885	42	1	oluseye	oluseye	NOUN
ajceb-8885	42	2	et	et	PROPN
ajceb-8885	42	3	al	al	PROPN
ajceb-8885	42	4	.	.	PUNCT
ajceb-8885	43	1	construction	construction	NOUN
ajceb-8885	43	2	economics	economic	NOUN
ajceb-8885	43	3	and	and	CCONJ
ajceb-8885	43	4	building	building	NOUN
ajceb-8885	43	5	,	,	PUNCT
ajceb-8885	43	6	vol	vol	NOUN
ajceb-8885	43	7	.	.	PROPN
ajceb-8885	43	8	23	23	NUM
ajceb-8885	43	9	,	,	PUNCT
ajceb-8885	43	10	no	no	INTJ
ajceb-8885	43	11	.	.	NOUN
ajceb-8885	44	1	3/4	3/4	NUM
ajceb-8885	44	2	december	december	PROPN
ajceb-8885	44	3	2023187	2023187	NUM
ajceb-8885	44	4	literature	literature	NOUN
ajceb-8885	44	5	review	review	NOUN
ajceb-8885	44	6	classifications	classification	NOUN
ajceb-8885	44	7	and	and	CCONJ
ajceb-8885	44	8	logic	logic	NOUN
ajceb-8885	44	9	of	of	ADP
ajceb-8885	44	10	anti	anti	ADJ
ajceb-8885	44	11	-	-	ADJ
ajceb-8885	44	12	corruption	corruption	ADJ
ajceb-8885	44	13	systems	system	NOUN
ajceb-8885	44	14	scholars	scholar	NOUN
ajceb-8885	44	15	can	can	AUX
ajceb-8885	44	16	not	not	PART
ajceb-8885	44	17	agree	agree	VERB
ajceb-8885	44	18	on	on	ADP
ajceb-8885	44	19	how	how	SCONJ
ajceb-8885	44	20	anti	anti	ADJ
ajceb-8885	44	21	-	-	ADJ
ajceb-8885	44	22	corruption	corruption	ADJ
ajceb-8885	44	23	systems	system	NOUN
ajceb-8885	44	24	should	should	AUX
ajceb-8885	44	25	be	be	AUX
ajceb-8885	44	26	classified	classify	VERB
ajceb-8885	44	27	;	;	PUNCT
ajceb-8885	44	28	therefore	therefore	ADV
ajceb-8885	44	29	,	,	PUNCT
ajceb-8885	44	30	the	the	DET
ajceb-8885	44	31	argument	argument	NOUN
ajceb-8885	44	32	continues	continue	VERB
ajceb-8885	44	33	(	(	PUNCT
ajceb-8885	44	34	badawi	badawi	PROPN
ajceb-8885	44	35	and	and	CCONJ
ajceb-8885	44	36	al	al	PROPN
ajceb-8885	44	37	-	-	PUNCT
ajceb-8885	44	38	qudah	qudah	PROPN
ajceb-8885	44	39	,	,	PUNCT
ajceb-8885	44	40	2019	2019	NUM
ajceb-8885	44	41	;	;	PUNCT
ajceb-8885	44	42	adnan	adnan	PROPN
ajceb-8885	44	43	,	,	PUNCT
ajceb-8885	44	44	et	et	PROPN
ajceb-8885	44	45	al	al	PROPN
ajceb-8885	44	46	.	.	PROPN
ajceb-8885	44	47	,	,	PUNCT
ajceb-8885	44	48	2012	2012	NUM
ajceb-8885	44	49	;	;	PUNCT
ajceb-8885	44	50	fan	fan	PROPN
ajceb-8885	44	51	,	,	PUNCT
ajceb-8885	44	52	et	et	PROPN
ajceb-8885	44	53	al	al	PROPN
ajceb-8885	44	54	.	.	PROPN
ajceb-8885	44	55	,	,	PUNCT
ajceb-8885	44	56	2022	2022	NUM
ajceb-8885	44	57	;	;	PUNCT
ajceb-8885	44	58	zou	zou	PROPN
ajceb-8885	44	59	,	,	PUNCT
ajceb-8885	44	60	2006	2006	NUM
ajceb-8885	44	61	;	;	PUNCT
ajceb-8885	44	62	owusu	owusu	PROPN
ajceb-8885	44	63	,	,	PUNCT
ajceb-8885	44	64	et	et	PROPN
ajceb-8885	44	65	al	al	PROPN
ajceb-8885	44	66	.	.	PROPN
ajceb-8885	44	67	,	,	PUNCT
ajceb-8885	44	68	2019	2019	NUM
ajceb-8885	44	69	)	)	PUNCT
ajceb-8885	44	70	.	.	PUNCT
ajceb-8885	45	1	the	the	DET
ajceb-8885	45	2	categories	category	NOUN
ajceb-8885	45	3	were	be	AUX
ajceb-8885	45	4	built	build	VERB
ajceb-8885	45	5	on	on	ADP
ajceb-8885	45	6	a	a	DET
ajceb-8885	45	7	number	number	NOUN
ajceb-8885	45	8	of	of	ADP
ajceb-8885	45	9	assumptions	assumption	NOUN
ajceb-8885	45	10	.	.	PUNCT
ajceb-8885	46	1	interventionism	interventionism	NOUN
ajceb-8885	46	2	,	,	PUNCT
ajceb-8885	46	3	managerialism	managerialism	NOUN
ajceb-8885	46	4	,	,	PUNCT
ajceb-8885	46	5	and	and	CCONJ
ajceb-8885	46	6	organisational	organisational	ADJ
ajceb-8885	46	7	schools	school	NOUN
ajceb-8885	46	8	of	of	ADP
ajceb-8885	46	9	thought	thought	NOUN
ajceb-8885	46	10	,	,	PUNCT
ajceb-8885	46	11	for	for	ADP
ajceb-8885	46	12	example	example	NOUN
ajceb-8885	46	13	,	,	PUNCT
ajceb-8885	46	14	all	all	PRON
ajceb-8885	46	15	hold	hold	VERB
ajceb-8885	46	16	that	that	SCONJ
ajceb-8885	46	17	corruption	corruption	NOUN
ajceb-8885	46	18	stems	stem	VERB
ajceb-8885	46	19	from	from	ADP
ajceb-8885	46	20	the	the	DET
ajceb-8885	46	21	organisation	organisation	NOUN
ajceb-8885	46	22	rather	rather	ADV
ajceb-8885	46	23	than	than	ADP
ajceb-8885	46	24	the	the	DET
ajceb-8885	46	25	people	people	NOUN
ajceb-8885	46	26	who	who	PRON
ajceb-8885	46	27	work	work	VERB
ajceb-8885	46	28	inside	inside	ADP
ajceb-8885	46	29	it	it	PRON
ajceb-8885	46	30	(	(	PUNCT
ajceb-8885	46	31	al	al	PROPN
ajceb-8885	46	32	-	-	PUNCT
ajceb-8885	46	33	hojjaj	hojjaj	PROPN
ajceb-8885	46	34	,	,	PUNCT
ajceb-8885	46	35	2020	2020	NUM
ajceb-8885	46	36	;	;	PUNCT
ajceb-8885	46	37	mccusker	mccusker	NOUN
ajceb-8885	46	38	,	,	PUNCT
ajceb-8885	46	39	2006	2006	NUM
ajceb-8885	46	40	)	)	PUNCT
ajceb-8885	46	41	.	.	PUNCT
ajceb-8885	47	1	based	base	VERB
ajceb-8885	47	2	on	on	ADP
ajceb-8885	47	3	the	the	DET
ajceb-8885	47	4	assumption	assumption	NOUN
ajceb-8885	47	5	that	that	SCONJ
ajceb-8885	47	6	anti	anti	ADJ
ajceb-8885	47	7	-	-	ADJ
ajceb-8885	47	8	corruption	corruption	ADJ
ajceb-8885	47	9	systems	system	NOUN
ajceb-8885	47	10	gain	gain	VERB
ajceb-8885	47	11	importance	importance	NOUN
ajceb-8885	47	12	over	over	ADP
ajceb-8885	47	13	time	time	NOUN
ajceb-8885	47	14	,	,	PUNCT
ajceb-8885	47	15	they	they	PRON
ajceb-8885	47	16	were	be	AUX
ajceb-8885	47	17	further	far	ADV
ajceb-8885	47	18	classified	classify	VERB
ajceb-8885	47	19	into	into	ADP
ajceb-8885	47	20	three	three	NUM
ajceb-8885	47	21	types	type	NOUN
ajceb-8885	47	22	:	:	PUNCT
ajceb-8885	47	23	short	short	ADJ
ajceb-8885	47	24	-	-	PUNCT
ajceb-8885	47	25	term	term	NOUN
ajceb-8885	47	26	,	,	PUNCT
ajceb-8885	47	27	medium	medium	ADJ
ajceb-8885	47	28	-	-	PUNCT
ajceb-8885	47	29	term	term	NOUN
ajceb-8885	47	30	,	,	PUNCT
ajceb-8885	47	31	and	and	CCONJ
ajceb-8885	47	32	long	long	ADJ
ajceb-8885	47	33	-	-	PUNCT
ajceb-8885	47	34	term	term	NOUN
ajceb-8885	47	35	systems	system	NOUN
ajceb-8885	47	36	(	(	PUNCT
ajceb-8885	47	37	badawi	badawi	PROPN
ajceb-8885	47	38	and	and	CCONJ
ajceb-8885	47	39	al	al	PROPN
ajceb-8885	47	40	-	-	PUNCT
ajceb-8885	47	41	qudah	qudah	PROPN
ajceb-8885	47	42	,	,	PUNCT
ajceb-8885	47	43	2019	2019	NUM
ajceb-8885	47	44	)	)	PUNCT
ajceb-8885	47	45	.	.	PUNCT
ajceb-8885	48	1	furthermore	furthermore	ADV
ajceb-8885	48	2	,	,	PUNCT
ajceb-8885	48	3	these	these	DET
ajceb-8885	48	4	classifications	classification	NOUN
ajceb-8885	48	5	provided	provide	VERB
ajceb-8885	48	6	little	little	ADJ
ajceb-8885	48	7	guidance	guidance	NOUN
ajceb-8885	48	8	for	for	ADP
ajceb-8885	48	9	effective	effective	ADJ
ajceb-8885	48	10	corruption	corruption	NOUN
ajceb-8885	48	11	management	management	NOUN
ajceb-8885	48	12	or	or	CCONJ
ajceb-8885	48	13	the	the	DET
ajceb-8885	48	14	successful	successful	ADJ
ajceb-8885	48	15	application	application	NOUN
ajceb-8885	48	16	of	of	ADP
ajceb-8885	48	17	anti	anti	ADJ
ajceb-8885	48	18	-	-	ADJ
ajceb-8885	48	19	corruption	corruption	ADJ
ajceb-8885	48	20	measures	measure	NOUN
ajceb-8885	48	21	in	in	ADP
ajceb-8885	48	22	the	the	DET
ajceb-8885	48	23	many	many	ADJ
ajceb-8885	48	24	various	various	ADJ
ajceb-8885	48	25	economic	economic	ADJ
ajceb-8885	48	26	domains	domain	NOUN
ajceb-8885	48	27	.	.	PUNCT
ajceb-8885	49	1	before	before	ADP
ajceb-8885	49	2	implementing	implement	VERB
ajceb-8885	49	3	an	an	DET
ajceb-8885	49	4	anti	anti	ADJ
ajceb-8885	49	5	-	-	ADJ
ajceb-8885	49	6	corruption	corruption	ADJ
ajceb-8885	49	7	measure	measure	NOUN
ajceb-8885	49	8	,	,	PUNCT
ajceb-8885	49	9	studies	study	NOUN
ajceb-8885	49	10	recommend	recommend	VERB
ajceb-8885	49	11	assessing	assess	VERB
ajceb-8885	49	12	its	its	PRON
ajceb-8885	49	13	logic	logic	NOUN
ajceb-8885	49	14	and	and	CCONJ
ajceb-8885	49	15	viability	viability	NOUN
ajceb-8885	49	16	(	(	PUNCT
ajceb-8885	49	17	lehtinen	lehtinen	PROPN
ajceb-8885	49	18	,	,	PUNCT
ajceb-8885	49	19	et	et	PROPN
ajceb-8885	49	20	al	al	PROPN
ajceb-8885	49	21	.	.	PROPN
ajceb-8885	49	22	,	,	PUNCT
ajceb-8885	49	23	2022	2022	NUM
ajceb-8885	49	24	;	;	PUNCT
ajceb-8885	49	25	oberoi	oberoi	NOUN
ajceb-8885	49	26	,	,	PUNCT
ajceb-8885	49	27	2014	2014	NUM
ajceb-8885	49	28	)	)	PUNCT
ajceb-8885	49	29	.	.	PUNCT
ajceb-8885	50	1	oberoi	oberoi	NOUN
ajceb-8885	50	2	(	(	PUNCT
ajceb-8885	50	3	2014	2014	NUM
ajceb-8885	50	4	)	)	PUNCT
ajceb-8885	50	5	claims	claim	VERB
ajceb-8885	50	6	that	that	PRON
ajceb-8885	50	7	misdirected	misdirect	VERB
ajceb-8885	50	8	and	and	CCONJ
ajceb-8885	50	9	untested	untested	ADJ
ajceb-8885	50	10	anti	anti	ADJ
ajceb-8885	50	11	-	-	ADJ
ajceb-8885	50	12	corruption	corruption	ADJ
ajceb-8885	50	13	initiatives	initiative	NOUN
ajceb-8885	50	14	have	have	AUX
ajceb-8885	50	15	hindered	hinder	VERB
ajceb-8885	50	16	corruption	corruption	NOUN
ajceb-8885	50	17	eradication	eradication	NOUN
ajceb-8885	50	18	.	.	PUNCT
ajceb-8885	51	1	an	an	DET
ajceb-8885	51	2	effective	effective	ADJ
ajceb-8885	51	3	anti	anti	ADJ
ajceb-8885	51	4	-	-	ADJ
ajceb-8885	51	5	corruption	corruption	ADJ
ajceb-8885	51	6	system	system	NOUN
ajceb-8885	51	7	has	have	VERB
ajceb-8885	51	8	dimensional	dimensional	ADJ
ajceb-8885	51	9	logic	logic	NOUN
ajceb-8885	51	10	as	as	ADV
ajceb-8885	51	11	well	well	ADV
ajceb-8885	51	12	as	as	ADP
ajceb-8885	51	13	logical	logical	ADJ
ajceb-8885	51	14	focus	focus	NOUN
ajceb-8885	51	15	.	.	PUNCT
ajceb-8885	52	1	this	this	PRON
ajceb-8885	52	2	is	be	AUX
ajceb-8885	52	3	because	because	SCONJ
ajceb-8885	52	4	a	a	DET
ajceb-8885	52	5	single	single	ADJ
ajceb-8885	52	6	anti	anti	ADJ
ajceb-8885	52	7	-	-	ADJ
ajceb-8885	52	8	corruption	corruption	ADJ
ajceb-8885	52	9	measure	measure	NOUN
ajceb-8885	52	10	will	will	AUX
ajceb-8885	52	11	not	not	PART
ajceb-8885	52	12	reduce	reduce	VERB
ajceb-8885	52	13	corruption	corruption	NOUN
ajceb-8885	52	14	(	(	PUNCT
ajceb-8885	52	15	quah	quah	NOUN
ajceb-8885	52	16	,	,	PUNCT
ajceb-8885	52	17	2013	2013	NUM
ajceb-8885	52	18	;	;	PUNCT
ajceb-8885	52	19	mackey	mackey	PROPN
ajceb-8885	52	20	and	and	CCONJ
ajceb-8885	52	21	cuomo	cuomo	PROPN
ajceb-8885	52	22	,	,	PUNCT
ajceb-8885	52	23	2020	2020	NUM
ajceb-8885	52	24	;	;	PUNCT
ajceb-8885	52	25	afolabi	afolabi	NOUN
ajceb-8885	52	26	,	,	PUNCT
ajceb-8885	52	27	et	et	PROPN
ajceb-8885	52	28	al	al	PROPN
ajceb-8885	52	29	.	.	PROPN
ajceb-8885	52	30	,	,	PUNCT
ajceb-8885	52	31	2020	2020	NUM
ajceb-8885	52	32	)	)	PUNCT
ajceb-8885	52	33	.	.	PUNCT
ajceb-8885	53	1	a	a	DET
ajceb-8885	53	2	typical	typical	ADJ
ajceb-8885	53	3	anti	anti	ADJ
ajceb-8885	53	4	-	-	ADJ
ajceb-8885	53	5	corruption	corruption	ADJ
ajceb-8885	53	6	system	system	NOUN
ajceb-8885	53	7	should	should	AUX
ajceb-8885	53	8	have	have	VERB
ajceb-8885	53	9	at	at	ADV
ajceb-8885	53	10	least	least	ADV
ajceb-8885	53	11	three	three	NUM
ajceb-8885	53	12	measurements	measurement	NOUN
ajceb-8885	53	13	,	,	PUNCT
ajceb-8885	53	14	three	three	NUM
ajceb-8885	53	15	logical	logical	ADJ
ajceb-8885	53	16	foci	focus	NOUN
ajceb-8885	53	17	,	,	PUNCT
ajceb-8885	53	18	and	and	CCONJ
ajceb-8885	53	19	three	three	NUM
ajceb-8885	53	20	-	-	PUNCT
ajceb-8885	53	21	dimensional	dimensional	ADJ
ajceb-8885	53	22	logic	logic	NOUN
ajceb-8885	53	23	(	(	PUNCT
ajceb-8885	53	24	oberoi	oberoi	NOUN
ajceb-8885	53	25	,	,	PUNCT
ajceb-8885	53	26	2014	2014	NUM
ajceb-8885	53	27	)	)	PUNCT
ajceb-8885	53	28	.	.	PUNCT
ajceb-8885	54	1	effectiveness	effectiveness	NOUN
ajceb-8885	54	2	and	and	CCONJ
ajceb-8885	54	3	anticorruption	anticorruption	NOUN
ajceb-8885	54	4	system	system	NOUN
ajceb-8885	54	5	logic	logic	NOUN
ajceb-8885	54	6	should	should	AUX
ajceb-8885	54	7	be	be	AUX
ajceb-8885	54	8	linked	link	VERB
ajceb-8885	54	9	.	.	PUNCT
ajceb-8885	55	1	in	in	ADP
ajceb-8885	55	2	the	the	DET
ajceb-8885	55	3	following	follow	VERB
ajceb-8885	55	4	sub	sub	NOUN
ajceb-8885	55	5	-	-	NOUN
ajceb-8885	55	6	sections	section	NOUN
ajceb-8885	55	7	,	,	PUNCT
ajceb-8885	55	8	this	this	DET
ajceb-8885	55	9	study	study	NOUN
ajceb-8885	55	10	classifies	classify	VERB
ajceb-8885	55	11	anti	anti	ADJ
ajceb-8885	55	12	-	-	ADJ
ajceb-8885	55	13	corruption	corruption	ADJ
ajceb-8885	55	14	methods	method	NOUN
ajceb-8885	55	15	and	and	CCONJ
ajceb-8885	55	16	discusses	discuss	VERB
ajceb-8885	55	17	their	their	PRON
ajceb-8885	55	18	effectiveness	effectiveness	NOUN
ajceb-8885	55	19	in	in	ADP
ajceb-8885	55	20	project	project	NOUN
ajceb-8885	55	21	planning	planning	NOUN
ajceb-8885	55	22	and	and	CCONJ
ajceb-8885	55	23	execution	execution	NOUN
ajceb-8885	55	24	:	:	PUNCT
ajceb-8885	55	25	logic	logic	NOUN
ajceb-8885	55	26	of	of	ADP
ajceb-8885	55	27	precautionary	precautionary	ADJ
ajceb-8885	55	28	anti	anti	ADJ
ajceb-8885	55	29	-	-	ADJ
ajceb-8885	55	30	corruption	corruption	ADJ
ajceb-8885	55	31	systems	system	NOUN
ajceb-8885	55	32	and	and	CCONJ
ajceb-8885	55	33	their	their	PRON
ajceb-8885	55	34	effects	effect	NOUN
ajceb-8885	55	35	on	on	ADP
ajceb-8885	55	36	corruption	corruption	NOUN
ajceb-8885	55	37	in	in	ADP
ajceb-8885	55	38	project	project	NOUN
ajceb-8885	55	39	planning	planning	NOUN
ajceb-8885	55	40	and	and	CCONJ
ajceb-8885	55	41	execution	execution	NOUN
ajceb-8885	55	42	preventative	preventative	ADJ
ajceb-8885	55	43	anti	anti	ADJ
ajceb-8885	55	44	-	-	ADJ
ajceb-8885	55	45	corruption	corruption	ADJ
ajceb-8885	55	46	systems	system	NOUN
ajceb-8885	55	47	define	define	VERB
ajceb-8885	55	48	a	a	DET
ajceb-8885	55	49	system	system	NOUN
ajceb-8885	55	50	in	in	ADP
ajceb-8885	55	51	which	which	PRON
ajceb-8885	55	52	preventative	preventative	ADJ
ajceb-8885	55	53	measures	measure	NOUN
ajceb-8885	55	54	are	be	AUX
ajceb-8885	55	55	taken	take	VERB
ajceb-8885	55	56	to	to	PART
ajceb-8885	55	57	prevent	prevent	VERB
ajceb-8885	55	58	corruption	corruption	NOUN
ajceb-8885	55	59	from	from	ADP
ajceb-8885	55	60	occurring	occur	VERB
ajceb-8885	55	61	.	.	PUNCT
ajceb-8885	56	1	specific	specific	ADJ
ajceb-8885	56	2	anti	anti	ADJ
ajceb-8885	56	3	-	-	ADJ
ajceb-8885	56	4	corruption	corruption	ADJ
ajceb-8885	56	5	preventive	preventive	ADJ
ajceb-8885	56	6	methods	method	NOUN
ajceb-8885	56	7	have	have	AUX
ajceb-8885	56	8	been	be	AUX
ajceb-8885	56	9	recommended	recommend	VERB
ajceb-8885	56	10	in	in	ADP
ajceb-8885	56	11	the	the	DET
ajceb-8885	56	12	literature	literature	NOUN
ajceb-8885	56	13	as	as	ADP
ajceb-8885	56	14	effective	effective	ADJ
ajceb-8885	56	15	in	in	ADP
ajceb-8885	56	16	preventing	prevent	VERB
ajceb-8885	56	17	corruption	corruption	NOUN
ajceb-8885	56	18	.	.	PUNCT
ajceb-8885	57	1	financial	financial	ADJ
ajceb-8885	57	2	auditing	auditing	NOUN
ajceb-8885	57	3	,	,	PUNCT
ajceb-8885	57	4	records	record	VERB
ajceb-8885	57	5	management	management	NOUN
ajceb-8885	57	6	,	,	PUNCT
ajceb-8885	57	7	ethical	ethical	ADJ
ajceb-8885	57	8	code	code	NOUN
ajceb-8885	57	9	,	,	PUNCT
ajceb-8885	57	10	financial	financial	ADJ
ajceb-8885	57	11	accountability	accountability	NOUN
ajceb-8885	57	12	,	,	PUNCT
ajceb-8885	57	13	project	project	NOUN
ajceb-8885	57	14	governance	governance	NOUN
ajceb-8885	57	15	,	,	PUNCT
ajceb-8885	57	16	key	key	ADJ
ajceb-8885	57	17	performance	performance	NOUN
ajceb-8885	57	18	indicators	indicator	NOUN
ajceb-8885	57	19	,	,	PUNCT
ajceb-8885	57	20	and	and	CCONJ
ajceb-8885	57	21	technical	technical	ADJ
ajceb-8885	57	22	auditing	auditing	NOUN
ajceb-8885	57	23	are	be	AUX
ajceb-8885	57	24	examples	example	NOUN
ajceb-8885	57	25	of	of	ADP
ajceb-8885	57	26	these	these	DET
ajceb-8885	57	27	measures	measure	NOUN
ajceb-8885	57	28	(	(	PUNCT
ajceb-8885	57	29	nnadozie	nnadozie	NOUN
ajceb-8885	57	30	,	,	PUNCT
ajceb-8885	57	31	2021	2021	NUM
ajceb-8885	57	32	;	;	PUNCT
ajceb-8885	57	33	omadjohwoefe	omadjohwoefe	NOUN
ajceb-8885	57	34	,	,	PUNCT
ajceb-8885	57	35	2014	2014	NUM
ajceb-8885	57	36	;	;	PUNCT
ajceb-8885	57	37	joseph	joseph	PROPN
ajceb-8885	57	38	,	,	PUNCT
ajceb-8885	57	39	et	et	PROPN
ajceb-8885	57	40	al	al	PROPN
ajceb-8885	57	41	.	.	PROPN
ajceb-8885	57	42	,	,	PUNCT
ajceb-8885	57	43	2016	2016	NUM
ajceb-8885	57	44	;	;	PUNCT
ajceb-8885	57	45	rizk	rizk	PROPN
ajceb-8885	57	46	,	,	PUNCT
ajceb-8885	57	47	sobh	sobh	NOUN
ajceb-8885	57	48	and	and	CCONJ
ajceb-8885	57	49	hamzeh	hamzeh	NOUN
ajceb-8885	57	50	,	,	PUNCT
ajceb-8885	57	51	2018	2018	NUM
ajceb-8885	57	52	;	;	PUNCT
ajceb-8885	57	53	vian	vian	PROPN
ajceb-8885	57	54	,	,	PUNCT
ajceb-8885	57	55	2020	2020	NUM
ajceb-8885	57	56	)	)	PUNCT
ajceb-8885	57	57	.	.	PUNCT
ajceb-8885	58	1	the	the	DET
ajceb-8885	58	2	reasoning	reasoning	NOUN
ajceb-8885	58	3	behind	behind	ADP
ajceb-8885	58	4	a	a	DET
ajceb-8885	58	5	precautionary	precautionary	ADJ
ajceb-8885	58	6	anti	anti	ADJ
ajceb-8885	58	7	-	-	ADJ
ajceb-8885	58	8	corruption	corruption	ADJ
ajceb-8885	58	9	system	system	NOUN
ajceb-8885	58	10	is	be	AUX
ajceb-8885	58	11	primarily	primarily	ADV
ajceb-8885	58	12	concerned	concerned	ADJ
ajceb-8885	58	13	with	with	ADP
ajceb-8885	58	14	ensuring	ensure	VERB
ajceb-8885	58	15	office	office	NOUN
ajceb-8885	58	16	integrity	integrity	NOUN
ajceb-8885	58	17	.	.	PUNCT
ajceb-8885	59	1	technical	technical	ADJ
ajceb-8885	59	2	auditing	auditing	NOUN
ajceb-8885	59	3	,	,	PUNCT
ajceb-8885	59	4	for	for	ADP
ajceb-8885	59	5	example	example	NOUN
ajceb-8885	59	6	,	,	PUNCT
ajceb-8885	59	7	is	be	AUX
ajceb-8885	59	8	meant	mean	VERB
ajceb-8885	59	9	as	as	ADP
ajceb-8885	59	10	an	an	DET
ajceb-8885	59	11	anti	anti	ADJ
ajceb-8885	59	12	-	-	ADJ
ajceb-8885	59	13	corruption	corruption	ADJ
ajceb-8885	59	14	strategy	strategy	NOUN
ajceb-8885	59	15	to	to	PART
ajceb-8885	59	16	analyse	analyse	VERB
ajceb-8885	59	17	both	both	CCONJ
ajceb-8885	59	18	the	the	DET
ajceb-8885	59	19	feasibility	feasibility	NOUN
ajceb-8885	59	20	and	and	CCONJ
ajceb-8885	59	21	productivity	productivity	NOUN
ajceb-8885	59	22	of	of	ADP
ajceb-8885	59	23	an	an	DET
ajceb-8885	59	24	organisation	organisation	NOUN
ajceb-8885	59	25	’s	’s	PART
ajceb-8885	59	26	operations	operation	NOUN
ajceb-8885	59	27	through	through	ADP
ajceb-8885	59	28	free	free	ADJ
ajceb-8885	59	29	and	and	CCONJ
ajceb-8885	59	30	objective	objective	ADJ
ajceb-8885	59	31	confirmation	confirmation	NOUN
ajceb-8885	59	32	(	(	PUNCT
ajceb-8885	59	33	hetami	hetami	NOUN
ajceb-8885	59	34	and	and	CCONJ
ajceb-8885	59	35	aransyah	aransyah	PROPN
ajceb-8885	59	36	,	,	PUNCT
ajceb-8885	59	37	2020	2020	NUM
ajceb-8885	59	38	)	)	PUNCT
ajceb-8885	59	39	.	.	PUNCT
ajceb-8885	60	1	this	this	PRON
ajceb-8885	60	2	is	be	AUX
ajceb-8885	60	3	why	why	SCONJ
ajceb-8885	60	4	sichombo	sichombo	NOUN
ajceb-8885	60	5	,	,	PUNCT
ajceb-8885	60	6	et	et	PROPN
ajceb-8885	60	7	al	al	PROPN
ajceb-8885	60	8	.	.	PUNCT
ajceb-8885	61	1	(	(	PUNCT
ajceb-8885	61	2	2009	2009	NUM
ajceb-8885	61	3	)	)	PUNCT
ajceb-8885	61	4	advocated	advocate	VERB
ajceb-8885	61	5	for	for	ADP
ajceb-8885	61	6	the	the	DET
ajceb-8885	61	7	use	use	NOUN
ajceb-8885	61	8	of	of	ADP
ajceb-8885	61	9	technical	technical	ADJ
ajceb-8885	61	10	auditors	auditor	NOUN
ajceb-8885	61	11	early	early	ADV
ajceb-8885	61	12	in	in	ADP
ajceb-8885	61	13	the	the	DET
ajceb-8885	61	14	planning	planning	NOUN
ajceb-8885	61	15	phase	phase	NOUN
ajceb-8885	61	16	.	.	PUNCT
ajceb-8885	62	1	the	the	DET
ajceb-8885	62	2	rationale	rationale	NOUN
ajceb-8885	62	3	of	of	ADP
ajceb-8885	62	4	financial	financial	ADJ
ajceb-8885	62	5	auditing	auditing	NOUN
ajceb-8885	62	6	can	can	AUX
ajceb-8885	62	7	be	be	AUX
ajceb-8885	62	8	found	find	VERB
ajceb-8885	62	9	in	in	ADP
ajceb-8885	62	10	paterson	paterson	NOUN
ajceb-8885	62	11	,	,	PUNCT
ajceb-8885	62	12	changwony	changwony	ADJ
ajceb-8885	62	13	and	and	CCONJ
ajceb-8885	62	14	miller	miller	PROPN
ajceb-8885	62	15	’s	’s	PART
ajceb-8885	62	16	(	(	PUNCT
ajceb-8885	62	17	2019	2019	NUM
ajceb-8885	62	18	)	)	PUNCT
ajceb-8885	62	19	claim	claim	VERB
ajceb-8885	62	20	that	that	SCONJ
ajceb-8885	62	21	greater	great	ADJ
ajceb-8885	62	22	emphasis	emphasis	NOUN
ajceb-8885	62	23	should	should	AUX
ajceb-8885	62	24	be	be	AUX
ajceb-8885	62	25	paid	pay	VERB
ajceb-8885	62	26	to	to	ADP
ajceb-8885	62	27	studying	study	VERB
ajceb-8885	62	28	the	the	DET
ajceb-8885	62	29	human	human	ADJ
ajceb-8885	62	30	costs	cost	NOUN
ajceb-8885	62	31	connected	connect	VERB
ajceb-8885	62	32	with	with	ADP
ajceb-8885	62	33	illicit	illicit	ADJ
ajceb-8885	62	34	behaviour	behaviour	NOUN
ajceb-8885	62	35	through	through	ADP
ajceb-8885	62	36	regulatory	regulatory	ADJ
ajceb-8885	62	37	disclosure	disclosure	NOUN
ajceb-8885	62	38	and	and	CCONJ
ajceb-8885	62	39	jurisprudential	jurisprudential	ADJ
ajceb-8885	62	40	practise	practise	NOUN
ajceb-8885	62	41	in	in	ADP
ajceb-8885	62	42	the	the	DET
ajceb-8885	62	43	battle	battle	NOUN
ajceb-8885	62	44	against	against	ADP
ajceb-8885	62	45	corruption	corruption	NOUN
ajceb-8885	62	46	.	.	PUNCT
ajceb-8885	63	1	by	by	ADP
ajceb-8885	63	2	analysing	analyse	VERB
ajceb-8885	63	3	the	the	DET
ajceb-8885	63	4	success	success	NOUN
ajceb-8885	63	5	of	of	ADP
ajceb-8885	63	6	a	a	DET
ajceb-8885	63	7	wide	wide	ADJ
ajceb-8885	63	8	range	range	NOUN
ajceb-8885	63	9	of	of	ADP
ajceb-8885	63	10	players	player	NOUN
ajceb-8885	63	11	and	and	CCONJ
ajceb-8885	63	12	activities	activity	NOUN
ajceb-8885	63	13	in	in	ADP
ajceb-8885	63	14	a	a	DET
ajceb-8885	63	15	project	project	NOUN
ajceb-8885	63	16	,	,	PUNCT
ajceb-8885	63	17	key	key	ADJ
ajceb-8885	63	18	performance	performance	NOUN
ajceb-8885	63	19	indicators	indicator	NOUN
ajceb-8885	63	20	serve	serve	VERB
ajceb-8885	63	21	as	as	ADP
ajceb-8885	63	22	an	an	DET
ajceb-8885	63	23	anti	anti	ADJ
ajceb-8885	63	24	-	-	ADJ
ajceb-8885	63	25	corruption	corruption	ADJ
ajceb-8885	63	26	tool	tool	NOUN
ajceb-8885	63	27	(	(	PUNCT
ajceb-8885	63	28	ledeneva	ledeneva	NOUN
ajceb-8885	63	29	and	and	CCONJ
ajceb-8885	63	30	shekshnia	shekshnia	NOUN
ajceb-8885	63	31	,	,	PUNCT
ajceb-8885	63	32	2011	2011	NUM
ajceb-8885	63	33	)	)	PUNCT
ajceb-8885	63	34	.	.	PUNCT
ajceb-8885	64	1	logic	logic	NOUN
ajceb-8885	64	2	of	of	ADP
ajceb-8885	64	3	reactionary	reactionary	ADJ
ajceb-8885	64	4	anti	anti	ADJ
ajceb-8885	64	5	-	-	ADJ
ajceb-8885	64	6	corruption	corruption	ADJ
ajceb-8885	64	7	systems	system	NOUN
ajceb-8885	64	8	and	and	CCONJ
ajceb-8885	64	9	their	their	PRON
ajceb-8885	64	10	effects	effect	NOUN
ajceb-8885	64	11	on	on	ADP
ajceb-8885	64	12	corruption	corruption	NOUN
ajceb-8885	64	13	in	in	ADP
ajceb-8885	64	14	project	project	NOUN
ajceb-8885	64	15	planning	planning	NOUN
ajceb-8885	64	16	and	and	CCONJ
ajceb-8885	64	17	execution	execution	NOUN
ajceb-8885	64	18	reactionary	reactionary	ADJ
ajceb-8885	64	19	anti	anti	ADJ
ajceb-8885	64	20	-	-	ADJ
ajceb-8885	64	21	corruption	corruption	ADJ
ajceb-8885	64	22	systems	system	NOUN
ajceb-8885	64	23	respond	respond	VERB
ajceb-8885	64	24	to	to	ADP
ajceb-8885	64	25	corruption	corruption	NOUN
ajceb-8885	64	26	without	without	ADP
ajceb-8885	64	27	preventing	prevent	VERB
ajceb-8885	64	28	it	it	PRON
ajceb-8885	64	29	.	.	PUNCT
ajceb-8885	65	1	reactionary	reactionary	ADJ
ajceb-8885	65	2	anticorruption	anticorruption	NOUN
ajceb-8885	65	3	systems	system	NOUN
ajceb-8885	65	4	include	include	VERB
ajceb-8885	65	5	investigation	investigation	NOUN
ajceb-8885	65	6	and	and	CCONJ
ajceb-8885	65	7	enforcement	enforcement	NOUN
ajceb-8885	65	8	,	,	PUNCT
ajceb-8885	65	9	rule	rule	NOUN
ajceb-8885	65	10	of	of	ADP
ajceb-8885	65	11	law	law	NOUN
ajceb-8885	65	12	compliance	compliance	NOUN
ajceb-8885	65	13	,	,	PUNCT
ajceb-8885	65	14	sustainable	sustainable	ADJ
ajceb-8885	65	15	investigative	investigative	ADJ
ajceb-8885	65	16	capacity	capacity	NOUN
ajceb-8885	65	17	,	,	PUNCT
ajceb-8885	65	18	contractor	contractor	NOUN
ajceb-8885	65	19	blacklisting	blacklisting	NOUN
ajceb-8885	65	20	and	and	CCONJ
ajceb-8885	65	21	de	de	NOUN
ajceb-8885	65	22	-	-	NOUN
ajceb-8885	65	23	registration	registration	NOUN
ajceb-8885	65	24	,	,	PUNCT
ajceb-8885	65	25	social	social	ADJ
ajceb-8885	65	26	media	medium	NOUN
ajceb-8885	65	27	user	user	NOUN
ajceb-8885	65	28	oversight	oversight	NOUN
ajceb-8885	65	29	,	,	PUNCT
ajceb-8885	65	30	and	and	CCONJ
ajceb-8885	65	31	ngo	ngo	PROPN
ajceb-8885	65	32	oversight	oversight	NOUN
ajceb-8885	65	33	(	(	PUNCT
ajceb-8885	65	34	krastev	krastev	PROPN
ajceb-8885	65	35	,	,	PUNCT
ajceb-8885	65	36	2003	2003	NUM
ajceb-8885	65	37	;	;	PUNCT
ajceb-8885	65	38	zou	zou	PROPN
ajceb-8885	65	39	,	,	PUNCT
ajceb-8885	65	40	2006	2006	NUM
ajceb-8885	65	41	;	;	PUNCT
ajceb-8885	65	42	sibanda	sibanda	NOUN
ajceb-8885	65	43	,	,	PUNCT
ajceb-8885	65	44	2005	2005	NUM
ajceb-8885	65	45	;	;	PUNCT
ajceb-8885	65	46	mattoni	mattoni	NOUN
ajceb-8885	65	47	and	and	CCONJ
ajceb-8885	65	48	odilla	odilla	NOUN
ajceb-8885	65	49	,	,	PUNCT
ajceb-8885	65	50	2021	2021	NUM
ajceb-8885	65	51	;	;	PUNCT
ajceb-8885	65	52	cartwright	cartwright	PROPN
ajceb-8885	65	53	,	,	PUNCT
ajceb-8885	65	54	liu	liu	PROPN
ajceb-8885	65	55	and	and	CCONJ
ajceb-8885	65	56	raddats	raddat	NOUN
ajceb-8885	65	57	,	,	PUNCT
ajceb-8885	65	58	2021	2021	NUM
ajceb-8885	65	59	)	)	PUNCT
ajceb-8885	65	60	.	.	PUNCT
ajceb-8885	66	1	reactionary	reactionary	ADJ
ajceb-8885	66	2	anti	anti	ADJ
ajceb-8885	66	3	-	-	ADJ
ajceb-8885	66	4	corruption	corruption	ADJ
ajceb-8885	66	5	strategies	strategy	NOUN
ajceb-8885	66	6	emphasise	emphasise	VERB
ajceb-8885	66	7	effective	effective	ADJ
ajceb-8885	66	8	punishment	punishment	NOUN
ajceb-8885	66	9	for	for	ADP
ajceb-8885	66	10	corruption	corruption	NOUN
ajceb-8885	66	11	and	and	CCONJ
ajceb-8885	66	12	project	project	NOUN
ajceb-8885	66	13	delivery	delivery	NOUN
ajceb-8885	66	14	transparency	transparency	NOUN
ajceb-8885	66	15	(	(	PUNCT
ajceb-8885	66	16	jang	jang	PROPN
ajceb-8885	66	17	,	,	PUNCT
ajceb-8885	66	18	park	park	NOUN
ajceb-8885	66	19	and	and	CCONJ
ajceb-8885	66	20	lee	lee	PROPN
ajceb-8885	66	21	,	,	PUNCT
ajceb-8885	66	22	2012	2012	NUM
ajceb-8885	66	23	)	)	PUNCT
ajceb-8885	66	24	.	.	PUNCT
ajceb-8885	67	1	for	for	ADP
ajceb-8885	67	2	instance	instance	NOUN
ajceb-8885	67	3	,	,	PUNCT
ajceb-8885	67	4	fan	fan	PROPN
ajceb-8885	67	5	,	,	PUNCT
ajceb-8885	67	6	et	et	PROPN
ajceb-8885	67	7	al	al	PROPN
ajceb-8885	67	8	.	.	PROPN
ajceb-8885	68	1	(	(	PUNCT
ajceb-8885	68	2	2022	2022	NUM
ajceb-8885	68	3	)	)	PUNCT
ajceb-8885	68	4	stated	state	VERB
ajceb-8885	68	5	that	that	SCONJ
ajceb-8885	68	6	the	the	DET
ajceb-8885	68	7	law	law	NOUN
ajceb-8885	68	8	and	and	CCONJ
ajceb-8885	68	9	regulation	regulation	NOUN
ajceb-8885	68	10	oluseye	oluseye	NOUN
ajceb-8885	68	11	et	et	PROPN
ajceb-8885	68	12	al	al	PROPN
ajceb-8885	68	13	.	.	PUNCT
ajceb-8885	69	1	construction	construction	NOUN
ajceb-8885	69	2	economics	economic	NOUN
ajceb-8885	69	3	and	and	CCONJ
ajceb-8885	69	4	building	building	NOUN
ajceb-8885	69	5	,	,	PUNCT
ajceb-8885	69	6	vol	vol	NOUN
ajceb-8885	69	7	.	.	PROPN
ajceb-8885	69	8	23	23	NUM
ajceb-8885	69	9	,	,	PUNCT
ajceb-8885	69	10	no	no	INTJ
ajceb-8885	69	11	.	.	NOUN
ajceb-8885	70	1	3/4	3/4	NUM
ajceb-8885	70	2	december	december	PROPN
ajceb-8885	70	3	2023188	2023188	NUM
ajceb-8885	70	4	enforcement	enforcement	NOUN
ajceb-8885	70	5	system	system	NOUN
ajceb-8885	70	6	require	require	VERB
ajceb-8885	70	7	all	all	DET
ajceb-8885	70	8	projects	project	NOUN
ajceb-8885	70	9	to	to	PART
ajceb-8885	70	10	go	go	VERB
ajceb-8885	70	11	through	through	ADP
ajceb-8885	70	12	the	the	DET
ajceb-8885	70	13	bidding	bidding	NOUN
ajceb-8885	70	14	process	process	NOUN
ajceb-8885	70	15	,	,	PUNCT
ajceb-8885	70	16	tightens	tighten	VERB
ajceb-8885	70	17	control	control	NOUN
ajceb-8885	70	18	over	over	ADP
ajceb-8885	70	19	different	different	ADJ
ajceb-8885	70	20	types	type	NOUN
ajceb-8885	70	21	of	of	ADP
ajceb-8885	70	22	projects	project	NOUN
ajceb-8885	70	23	,	,	PUNCT
ajceb-8885	70	24	improves	improve	VERB
ajceb-8885	70	25	tendering	tendering	NOUN
ajceb-8885	70	26	management	management	NOUN
ajceb-8885	70	27	and	and	CCONJ
ajceb-8885	70	28	supervision	supervision	NOUN
ajceb-8885	70	29	,	,	PUNCT
ajceb-8885	70	30	and	and	CCONJ
ajceb-8885	70	31	makes	make	VERB
ajceb-8885	70	32	party	party	NOUN
ajceb-8885	70	33	interactions	interaction	NOUN
ajceb-8885	70	34	more	more	ADV
ajceb-8885	70	35	transparent	transparent	ADJ
ajceb-8885	70	36	.	.	PUNCT
ajceb-8885	71	1	krastev	krastev	PROPN
ajceb-8885	71	2	(	(	PUNCT
ajceb-8885	71	3	2003	2003	NUM
ajceb-8885	71	4	)	)	PUNCT
ajceb-8885	71	5	called	call	VERB
ajceb-8885	71	6	rule	rule	NOUN
ajceb-8885	71	7	of	of	ADP
ajceb-8885	71	8	law	law	NOUN
ajceb-8885	71	9	compliance	compliance	NOUN
ajceb-8885	71	10	the	the	DET
ajceb-8885	71	11	fastest	fast	ADJ
ajceb-8885	71	12	route	route	NOUN
ajceb-8885	71	13	to	to	ADP
ajceb-8885	71	14	anti	anti	ADJ
ajceb-8885	71	15	-	-	ADJ
ajceb-8885	71	16	corruption	corruption	ADJ
ajceb-8885	71	17	compliance	compliance	NOUN
ajceb-8885	71	18	.	.	PUNCT
ajceb-8885	72	1	sibanda	sibanda	NOUN
ajceb-8885	72	2	(	(	PUNCT
ajceb-8885	72	3	2005	2005	NUM
ajceb-8885	72	4	)	)	PUNCT
ajceb-8885	72	5	suggests	suggest	VERB
ajceb-8885	72	6	professional	professional	ADJ
ajceb-8885	72	7	groups	group	NOUN
ajceb-8885	72	8	blacklist	blacklist	NOUN
ajceb-8885	72	9	,	,	PUNCT
ajceb-8885	72	10	deregister	deregister	VERB
ajceb-8885	72	11	,	,	PUNCT
ajceb-8885	72	12	and	and	CCONJ
ajceb-8885	72	13	revoke	revoke	VERB
ajceb-8885	72	14	contractor	contractor	NOUN
ajceb-8885	72	15	licences	licence	NOUN
ajceb-8885	72	16	to	to	PART
ajceb-8885	72	17	align	align	VERB
ajceb-8885	72	18	anti	anti	ADJ
ajceb-8885	72	19	-	-	ADJ
ajceb-8885	72	20	corruption	corruption	ADJ
ajceb-8885	72	21	strategies	strategy	NOUN
ajceb-8885	72	22	and	and	CCONJ
ajceb-8885	72	23	campaigns	campaign	NOUN
ajceb-8885	72	24	.	.	PUNCT
ajceb-8885	73	1	social	social	ADJ
ajceb-8885	73	2	media	medium	NOUN
ajceb-8885	73	3	users	user	NOUN
ajceb-8885	73	4	oversee	oversee	VERB
ajceb-8885	73	5	individuals	individual	NOUN
ajceb-8885	73	6	’	’	PART
ajceb-8885	73	7	integrity	integrity	NOUN
ajceb-8885	73	8	by	by	ADP
ajceb-8885	73	9	delivering	deliver	VERB
ajceb-8885	73	10	information	information	NOUN
ajceb-8885	73	11	to	to	ADP
ajceb-8885	73	12	the	the	DET
ajceb-8885	73	13	public	public	NOUN
ajceb-8885	73	14	to	to	PART
ajceb-8885	73	15	increase	increase	VERB
ajceb-8885	73	16	transparency	transparency	NOUN
ajceb-8885	73	17	and	and	CCONJ
ajceb-8885	73	18	receptivity	receptivity	NOUN
ajceb-8885	73	19	(	(	PUNCT
ajceb-8885	73	20	cartwright	cartwright	PROPN
ajceb-8885	73	21	,	,	PUNCT
ajceb-8885	73	22	liu	liu	PROPN
ajceb-8885	73	23	and	and	CCONJ
ajceb-8885	73	24	raddats	raddat	NOUN
ajceb-8885	73	25	,	,	PUNCT
ajceb-8885	73	26	2021	2021	NUM
ajceb-8885	73	27	;	;	PUNCT
ajceb-8885	73	28	mattoni	mattoni	NOUN
ajceb-8885	73	29	and	and	CCONJ
ajceb-8885	73	30	odilla	odilla	NOUN
ajceb-8885	73	31	,	,	PUNCT
ajceb-8885	73	32	2021	2021	NUM
ajceb-8885	73	33	)	)	PUNCT
ajceb-8885	73	34	.	.	PUNCT
ajceb-8885	74	1	by	by	ADP
ajceb-8885	74	2	using	use	VERB
ajceb-8885	74	3	freedom	freedom	NOUN
ajceb-8885	74	4	of	of	ADP
ajceb-8885	74	5	information	information	NOUN
ajceb-8885	74	6	legislation	legislation	NOUN
ajceb-8885	74	7	to	to	PART
ajceb-8885	74	8	gain	gain	VERB
ajceb-8885	74	9	access	access	NOUN
ajceb-8885	74	10	to	to	ADP
ajceb-8885	74	11	essential	essential	ADJ
ajceb-8885	74	12	governmental	governmental	ADJ
ajceb-8885	74	13	services	service	NOUN
ajceb-8885	74	14	that	that	PRON
ajceb-8885	74	15	would	would	AUX
ajceb-8885	74	16	otherwise	otherwise	ADV
ajceb-8885	74	17	require	require	VERB
ajceb-8885	74	18	bribery	bribery	NOUN
ajceb-8885	74	19	,	,	PUNCT
ajceb-8885	74	20	ngos	ngo	NOUN
ajceb-8885	74	21	improve	improve	VERB
ajceb-8885	74	22	transparency	transparency	NOUN
ajceb-8885	74	23	and	and	CCONJ
ajceb-8885	74	24	integrity	integrity	NOUN
ajceb-8885	74	25	(	(	PUNCT
ajceb-8885	74	26	peisakhin	peisakhin	NOUN
ajceb-8885	74	27	and	and	CCONJ
ajceb-8885	74	28	pinto	pinto	NOUN
ajceb-8885	74	29	,	,	PUNCT
ajceb-8885	74	30	2010	2010	NUM
ajceb-8885	74	31	)	)	PUNCT
ajceb-8885	74	32	.	.	PUNCT
ajceb-8885	75	1	logic	logic	NOUN
ajceb-8885	75	2	of	of	ADP
ajceb-8885	75	3	strategic	strategic	ADJ
ajceb-8885	75	4	anti	anti	ADJ
ajceb-8885	75	5	-	-	ADJ
ajceb-8885	75	6	corruption	corruption	ADJ
ajceb-8885	75	7	systems	system	NOUN
ajceb-8885	75	8	and	and	CCONJ
ajceb-8885	75	9	their	their	PRON
ajceb-8885	75	10	effects	effect	NOUN
ajceb-8885	75	11	on	on	ADP
ajceb-8885	75	12	corruption	corruption	NOUN
ajceb-8885	75	13	in	in	ADP
ajceb-8885	75	14	project	project	NOUN
ajceb-8885	75	15	planning	planning	NOUN
ajceb-8885	75	16	and	and	CCONJ
ajceb-8885	75	17	execution	execution	NOUN
ajceb-8885	75	18	strategic	strategic	ADJ
ajceb-8885	75	19	anti	anti	ADJ
ajceb-8885	75	20	-	-	ADJ
ajceb-8885	75	21	corruption	corruption	ADJ
ajceb-8885	75	22	systems	system	NOUN
ajceb-8885	75	23	predict	predict	VERB
ajceb-8885	75	24	corruption	corruption	NOUN
ajceb-8885	75	25	and	and	CCONJ
ajceb-8885	75	26	choose	choose	VERB
ajceb-8885	75	27	the	the	DET
ajceb-8885	75	28	most	most	ADV
ajceb-8885	75	29	crucial	crucial	ADJ
ajceb-8885	75	30	operational	operational	ADJ
ajceb-8885	75	31	or	or	CCONJ
ajceb-8885	75	32	political	political	ADJ
ajceb-8885	75	33	measures	measure	NOUN
ajceb-8885	75	34	to	to	PART
ajceb-8885	75	35	combat	combat	VERB
ajceb-8885	75	36	it	it	PRON
ajceb-8885	75	37	.	.	PUNCT
ajceb-8885	76	1	strategic	strategic	ADJ
ajceb-8885	76	2	anti	anti	ADJ
ajceb-8885	76	3	-	-	ADJ
ajceb-8885	76	4	corruption	corruption	ADJ
ajceb-8885	76	5	systems	system	NOUN
ajceb-8885	76	6	usually	usually	ADV
ajceb-8885	76	7	involve	involve	VERB
ajceb-8885	76	8	collaboration	collaboration	NOUN
ajceb-8885	76	9	,	,	PUNCT
ajceb-8885	76	10	partnership	partnership	NOUN
ajceb-8885	76	11	,	,	PUNCT
ajceb-8885	76	12	technology	technology	NOUN
ajceb-8885	76	13	,	,	PUNCT
ajceb-8885	76	14	policy	policy	NOUN
ajceb-8885	76	15	change	change	NOUN
ajceb-8885	76	16	and	and	CCONJ
ajceb-8885	76	17	development	development	NOUN
ajceb-8885	76	18	,	,	PUNCT
ajceb-8885	76	19	capacity	capacity	NOUN
ajceb-8885	76	20	building	building	NOUN
ajceb-8885	76	21	,	,	PUNCT
ajceb-8885	76	22	and	and	CCONJ
ajceb-8885	76	23	systemic	systemic	ADJ
ajceb-8885	76	24	change	change	NOUN
ajceb-8885	76	25	.	.	PUNCT
ajceb-8885	77	1	anti	anti	ADJ
ajceb-8885	77	2	-	-	ADJ
ajceb-8885	77	3	corruption	corruption	ADJ
ajceb-8885	77	4	scholars	scholar	NOUN
ajceb-8885	77	5	recommend	recommend	VERB
ajceb-8885	77	6	whistleblower	whistleblower	NOUN
ajceb-8885	77	7	policy	policy	NOUN
ajceb-8885	77	8	,	,	PUNCT
ajceb-8885	77	9	cashless	cashless	NOUN
ajceb-8885	77	10	policy	policy	NOUN
ajceb-8885	77	11	,	,	PUNCT
ajceb-8885	77	12	e	e	NOUN
ajceb-8885	77	13	-	-	NOUN
ajceb-8885	77	14	procurement	procurement	NOUN
ajceb-8885	77	15	or	or	CCONJ
ajceb-8885	77	16	e	e	NOUN
ajceb-8885	77	17	-	-	NOUN
ajceb-8885	77	18	government	government	NOUN
ajceb-8885	77	19	,	,	PUNCT
ajceb-8885	77	20	due	due	ADJ
ajceb-8885	77	21	process	process	NOUN
ajceb-8885	77	22	in	in	ADP
ajceb-8885	77	23	public	public	ADJ
ajceb-8885	77	24	procurement	procurement	NOUN
ajceb-8885	77	25	,	,	PUNCT
ajceb-8885	77	26	increased	increase	VERB
ajceb-8885	77	27	information	information	NOUN
ajceb-8885	77	28	access	access	NOUN
ajceb-8885	77	29	,	,	PUNCT
ajceb-8885	77	30	accountability	accountability	NOUN
ajceb-8885	77	31	(	(	PUNCT
ajceb-8885	77	32	political	political	ADJ
ajceb-8885	77	33	,	,	PUNCT
ajceb-8885	77	34	social	social	ADJ
ajceb-8885	77	35	,	,	PUNCT
ajceb-8885	77	36	and	and	CCONJ
ajceb-8885	77	37	economic	economic	ADJ
ajceb-8885	77	38	)	)	PUNCT
ajceb-8885	77	39	,	,	PUNCT
ajceb-8885	77	40	the	the	DET
ajceb-8885	77	41	treasury	treasury	PROPN
ajceb-8885	77	42	single	single	ADJ
ajceb-8885	77	43	account	account	NOUN
ajceb-8885	77	44	(	(	PUNCT
ajceb-8885	77	45	tsa	tsa	NOUN
ajceb-8885	77	46	)	)	PUNCT
ajceb-8885	77	47	initiative	initiative	NOUN
ajceb-8885	77	48	,	,	PUNCT
ajceb-8885	77	49	and	and	CCONJ
ajceb-8885	77	50	the	the	DET
ajceb-8885	77	51	integrated	integrate	VERB
ajceb-8885	77	52	payroll	payroll	NOUN
ajceb-8885	77	53	and	and	CCONJ
ajceb-8885	77	54	personnel	personnel	NOUN
ajceb-8885	77	55	information	information	NOUN
ajceb-8885	77	56	system	system	NOUN
ajceb-8885	77	57	(	(	PUNCT
ajceb-8885	77	58	ippis	ippis	PROPN
ajceb-8885	77	59	)	)	PUNCT
ajceb-8885	77	60	for	for	ADP
ajceb-8885	77	61	strategic	strategic	ADJ
ajceb-8885	77	62	anti	anti	ADJ
ajceb-8885	77	63	-	-	ADJ
ajceb-8885	77	64	corruption	corruption	ADJ
ajceb-8885	77	65	systems	system	NOUN
ajceb-8885	77	66	(	(	PUNCT
ajceb-8885	77	67	ulain	ulain	ADJ
ajceb-8885	77	68	and	and	CCONJ
ajceb-8885	77	69	hussain	hussain	NOUN
ajceb-8885	77	70	,	,	PUNCT
ajceb-8885	77	71	2020	2020	NUM
ajceb-8885	77	72	;	;	PUNCT
ajceb-8885	77	73	folorunso	folorunso	NOUN
ajceb-8885	77	74	and	and	CCONJ
ajceb-8885	77	75	simeon	simeon	NOUN
ajceb-8885	77	76	,	,	PUNCT
ajceb-8885	77	77	2021	2021	NUM
ajceb-8885	77	78	)	)	PUNCT
ajceb-8885	77	79	.	.	PUNCT
ajceb-8885	78	1	promoting	promote	VERB
ajceb-8885	78	2	openness	openness	NOUN
ajceb-8885	78	3	and	and	CCONJ
ajceb-8885	78	4	availability	availability	NOUN
ajceb-8885	78	5	of	of	ADP
ajceb-8885	78	6	information	information	NOUN
ajceb-8885	78	7	helps	help	VERB
ajceb-8885	78	8	prevent	prevent	VERB
ajceb-8885	78	9	corruption	corruption	NOUN
ajceb-8885	78	10	by	by	ADP
ajceb-8885	78	11	enhancing	enhance	VERB
ajceb-8885	78	12	office	office	NOUN
ajceb-8885	78	13	and	and	CCONJ
ajceb-8885	78	14	individual	individual	ADJ
ajceb-8885	78	15	integrity	integrity	NOUN
ajceb-8885	78	16	(	(	PUNCT
ajceb-8885	78	17	ulain	ulain	ADJ
ajceb-8885	78	18	and	and	CCONJ
ajceb-8885	78	19	hussain	hussain	NOUN
ajceb-8885	78	20	,	,	PUNCT
ajceb-8885	78	21	2020	2020	NUM
ajceb-8885	78	22	)	)	PUNCT
ajceb-8885	78	23	.	.	PUNCT
ajceb-8885	79	1	by	by	ADP
ajceb-8885	79	2	connecting	connect	VERB
ajceb-8885	79	3	citizens	citizen	NOUN
ajceb-8885	79	4	to	to	ADP
ajceb-8885	79	5	their	their	PRON
ajceb-8885	79	6	government	government	NOUN
ajceb-8885	79	7	digitally	digitally	ADV
ajceb-8885	79	8	to	to	PART
ajceb-8885	79	9	obtain	obtain	VERB
ajceb-8885	79	10	information	information	NOUN
ajceb-8885	79	11	and	and	CCONJ
ajceb-8885	79	12	services	service	NOUN
ajceb-8885	79	13	,	,	PUNCT
ajceb-8885	79	14	e	e	NOUN
ajceb-8885	79	15	-	-	NOUN
ajceb-8885	79	16	government	government	NOUN
ajceb-8885	79	17	boosts	boost	VERB
ajceb-8885	79	18	public	public	ADJ
ajceb-8885	79	19	officers	officer	NOUN
ajceb-8885	79	20	’	’	PART
ajceb-8885	79	21	integrity	integrity	NOUN
ajceb-8885	79	22	(	(	PUNCT
ajceb-8885	79	23	sheryazdanova	sheryazdanova	PROPN
ajceb-8885	79	24	and	and	CCONJ
ajceb-8885	79	25	butterfield	butterfield	PROPN
ajceb-8885	79	26	,	,	PUNCT
ajceb-8885	79	27	2017	2017	NUM
ajceb-8885	79	28	)	)	PUNCT
ajceb-8885	79	29	.	.	PUNCT
ajceb-8885	80	1	political	political	ADJ
ajceb-8885	80	2	,	,	PUNCT
ajceb-8885	80	3	social	social	ADJ
ajceb-8885	80	4	,	,	PUNCT
ajceb-8885	80	5	and	and	CCONJ
ajceb-8885	80	6	economic	economic	ADJ
ajceb-8885	80	7	accountability	accountability	NOUN
ajceb-8885	80	8	allow	allow	VERB
ajceb-8885	80	9	citizens	citizen	NOUN
ajceb-8885	80	10	to	to	PART
ajceb-8885	80	11	hold	hold	VERB
ajceb-8885	80	12	politicians	politician	NOUN
ajceb-8885	80	13	accountable	accountable	ADJ
ajceb-8885	80	14	through	through	ADP
ajceb-8885	80	15	civic	civic	ADJ
ajceb-8885	80	16	involvement	involvement	NOUN
ajceb-8885	80	17	,	,	PUNCT
ajceb-8885	80	18	promoting	promote	VERB
ajceb-8885	80	19	transparency	transparency	NOUN
ajceb-8885	80	20	,	,	PUNCT
ajceb-8885	80	21	accountability	accountability	NOUN
ajceb-8885	80	22	,	,	PUNCT
ajceb-8885	80	23	and	and	CCONJ
ajceb-8885	80	24	integrity	integrity	NOUN
ajceb-8885	80	25	(	(	PUNCT
ajceb-8885	80	26	hamiltonhart	hamiltonhart	PROPN
ajceb-8885	80	27	,	,	PUNCT
ajceb-8885	80	28	2001	2001	NUM
ajceb-8885	80	29	)	)	PUNCT
ajceb-8885	80	30	.	.	PUNCT
ajceb-8885	81	1	to	to	PART
ajceb-8885	81	2	protect	protect	VERB
ajceb-8885	81	3	public	public	ADJ
ajceb-8885	81	4	officials	official	NOUN
ajceb-8885	81	5	,	,	PUNCT
ajceb-8885	81	6	the	the	DET
ajceb-8885	81	7	tsa	tsa	NOUN
ajceb-8885	81	8	combined	combine	VERB
ajceb-8885	81	9	government	government	NOUN
ajceb-8885	81	10	bank	bank	NOUN
ajceb-8885	81	11	accounts	account	NOUN
ajceb-8885	81	12	,	,	PUNCT
ajceb-8885	81	13	payments	payment	NOUN
ajceb-8885	81	14	,	,	PUNCT
ajceb-8885	81	15	and	and	CCONJ
ajceb-8885	81	16	receipts	receipt	NOUN
ajceb-8885	81	17	(	(	PUNCT
ajceb-8885	81	18	bashir	bashir	PROPN
ajceb-8885	81	19	,	,	PUNCT
ajceb-8885	81	20	2016	2016	NUM
ajceb-8885	81	21	)	)	PUNCT
ajceb-8885	81	22	.	.	PUNCT
ajceb-8885	82	1	ippis	ippis	PROPN
ajceb-8885	82	2	protects	protect	VERB
ajceb-8885	82	3	public	public	ADJ
ajceb-8885	82	4	personnel	personnel	NOUN
ajceb-8885	82	5	against	against	ADP
ajceb-8885	82	6	corrupt	corrupt	ADJ
ajceb-8885	82	7	risks	risk	NOUN
ajceb-8885	82	8	in	in	ADP
ajceb-8885	82	9	the	the	DET
ajceb-8885	82	10	former	former	ADJ
ajceb-8885	82	11	system	system	NOUN
ajceb-8885	82	12	or	or	CCONJ
ajceb-8885	82	13	manual	manual	ADJ
ajceb-8885	82	14	salary	salary	NOUN
ajceb-8885	82	15	calculation	calculation	NOUN
ajceb-8885	82	16	(	(	PUNCT
ajceb-8885	82	17	folorunso	folorunso	NOUN
ajceb-8885	82	18	and	and	CCONJ
ajceb-8885	82	19	simeon	simeon	NOUN
ajceb-8885	82	20	,	,	PUNCT
ajceb-8885	82	21	2021	2021	NUM
ajceb-8885	82	22	)	)	PUNCT
ajceb-8885	82	23	.	.	PUNCT
ajceb-8885	83	1	public	public	ADJ
ajceb-8885	83	2	procurement	procurement	NOUN
ajceb-8885	83	3	due	due	ADJ
ajceb-8885	83	4	process	process	NOUN
ajceb-8885	83	5	controls	control	VERB
ajceb-8885	83	6	public	public	ADJ
ajceb-8885	83	7	construction	construction	NOUN
ajceb-8885	83	8	projects	project	NOUN
ajceb-8885	83	9	and	and	CCONJ
ajceb-8885	83	10	fights	fight	VERB
ajceb-8885	83	11	corruption	corruption	NOUN
ajceb-8885	83	12	in	in	ADP
ajceb-8885	83	13	project	project	NOUN
ajceb-8885	83	14	planning	planning	NOUN
ajceb-8885	83	15	and	and	CCONJ
ajceb-8885	83	16	procurement	procurement	NOUN
ajceb-8885	83	17	,	,	PUNCT
ajceb-8885	83	18	promoting	promote	VERB
ajceb-8885	83	19	procurement	procurement	NOUN
ajceb-8885	83	20	integrity	integrity	NOUN
ajceb-8885	83	21	(	(	PUNCT
ajceb-8885	83	22	ebekozien	ebekozien	NOUN
ajceb-8885	83	23	,	,	PUNCT
ajceb-8885	83	24	2020	2020	NUM
ajceb-8885	83	25	;	;	PUNCT
ajceb-8885	83	26	dza	dza	PROPN
ajceb-8885	83	27	,	,	PUNCT
ajceb-8885	83	28	et	et	PROPN
ajceb-8885	83	29	al	al	PROPN
ajceb-8885	83	30	.	.	PROPN
ajceb-8885	83	31	,	,	PUNCT
ajceb-8885	83	32	2018	2018	NUM
ajceb-8885	83	33	)	)	PUNCT
ajceb-8885	83	34	.	.	PUNCT
ajceb-8885	84	1	no	no	DET
ajceb-8885	84	2	anti	anti	ADJ
ajceb-8885	84	3	-	-	ADJ
ajceb-8885	84	4	corruption	corruption	ADJ
ajceb-8885	84	5	system	system	NOUN
ajceb-8885	84	6	is	be	AUX
ajceb-8885	84	7	all	all	ADV
ajceb-8885	84	8	-	-	PUNCT
ajceb-8885	84	9	encompassing	encompass	VERB
ajceb-8885	84	10	.	.	PUNCT
ajceb-8885	85	1	to	to	PART
ajceb-8885	85	2	improve	improve	VERB
ajceb-8885	85	3	and	and	CCONJ
ajceb-8885	85	4	implement	implement	VERB
ajceb-8885	85	5	an	an	DET
ajceb-8885	85	6	anti	anti	ADJ
ajceb-8885	85	7	-	-	ADJ
ajceb-8885	85	8	corruption	corruption	ADJ
ajceb-8885	85	9	system	system	NOUN
ajceb-8885	85	10	,	,	PUNCT
ajceb-8885	85	11	its	its	PRON
ajceb-8885	85	12	viability	viability	NOUN
ajceb-8885	85	13	must	must	AUX
ajceb-8885	85	14	be	be	AUX
ajceb-8885	85	15	assessed	assess	VERB
ajceb-8885	85	16	(	(	PUNCT
ajceb-8885	85	17	quah	quah	NOUN
ajceb-8885	85	18	,	,	PUNCT
ajceb-8885	85	19	2013	2013	NUM
ajceb-8885	85	20	)	)	PUNCT
ajceb-8885	85	21	.	.	PUNCT
ajceb-8885	86	1	this	this	DET
ajceb-8885	86	2	study	study	NOUN
ajceb-8885	86	3	fills	fill	VERB
ajceb-8885	86	4	a	a	DET
ajceb-8885	86	5	significant	significant	ADJ
ajceb-8885	86	6	research	research	NOUN
ajceb-8885	86	7	gap	gap	NOUN
ajceb-8885	86	8	.	.	PUNCT
ajceb-8885	87	1	research	research	NOUN
ajceb-8885	87	2	framework	framework	NOUN
ajceb-8885	87	3	and	and	CCONJ
ajceb-8885	87	4	hypothesis	hypothesis	NOUN
ajceb-8885	87	5	figure	figure	NOUN
ajceb-8885	87	6	1	1	NUM
ajceb-8885	87	7	depicts	depict	VERB
ajceb-8885	87	8	the	the	DET
ajceb-8885	87	9	theoretical	theoretical	ADJ
ajceb-8885	87	10	model	model	NOUN
ajceb-8885	87	11	that	that	PRON
ajceb-8885	87	12	underpins	underpin	VERB
ajceb-8885	87	13	this	this	DET
ajceb-8885	87	14	research	research	NOUN
ajceb-8885	87	15	.	.	PUNCT
ajceb-8885	88	1	the	the	DET
ajceb-8885	88	2	model	model	NOUN
ajceb-8885	88	3	suggests	suggest	VERB
ajceb-8885	88	4	anti	anti	ADJ
ajceb-8885	88	5	-	-	ADJ
ajceb-8885	88	6	graft	graft	ADJ
ajceb-8885	88	7	system	system	NOUN
ajceb-8885	88	8	classifications	classification	NOUN
ajceb-8885	88	9	and	and	CCONJ
ajceb-8885	88	10	priorities	priority	NOUN
ajceb-8885	88	11	.	.	PUNCT
ajceb-8885	89	1	anti	anti	ADJ
ajceb-8885	89	2	-	-	ADJ
ajceb-8885	89	3	graft	graft	ADJ
ajceb-8885	89	4	systems	system	NOUN
ajceb-8885	89	5	are	be	AUX
ajceb-8885	89	6	classified	classify	VERB
ajceb-8885	89	7	as	as	ADP
ajceb-8885	89	8	reactionary	reactionary	ADJ
ajceb-8885	89	9	,	,	PUNCT
ajceb-8885	89	10	precautionary	precautionary	ADJ
ajceb-8885	89	11	,	,	PUNCT
ajceb-8885	89	12	or	or	CCONJ
ajceb-8885	89	13	strategic	strategic	ADJ
ajceb-8885	89	14	.	.	PUNCT
ajceb-8885	90	1	adnan	adnan	PROPN
ajceb-8885	90	2	,	,	PUNCT
ajceb-8885	90	3	et	et	PROPN
ajceb-8885	90	4	al	al	PROPN
ajceb-8885	90	5	.	.	PUNCT
ajceb-8885	90	6	(	(	PUNCT
ajceb-8885	90	7	2012	2012	NUM
ajceb-8885	90	8	)	)	PUNCT
ajceb-8885	90	9	,	,	PUNCT
ajceb-8885	90	10	bertot	bertot	NOUN
ajceb-8885	90	11	,	,	PUNCT
ajceb-8885	90	12	jaeger	jaeger	NOUN
ajceb-8885	90	13	and	and	CCONJ
ajceb-8885	90	14	grimes	grimes	PROPN
ajceb-8885	90	15	(	(	PUNCT
ajceb-8885	90	16	2010	2010	NUM
ajceb-8885	90	17	)	)	PUNCT
ajceb-8885	90	18	,	,	PUNCT
ajceb-8885	90	19	mccusker	mccusker	NOUN
ajceb-8885	90	20	(	(	PUNCT
ajceb-8885	90	21	2006	2006	NUM
ajceb-8885	90	22	)	)	PUNCT
ajceb-8885	90	23	,	,	PUNCT
ajceb-8885	90	24	and	and	CCONJ
ajceb-8885	90	25	al	al	PROPN
ajceb-8885	90	26	-	-	PUNCT
ajceb-8885	90	27	hojjaj	hojjaj	PROPN
ajceb-8885	90	28	(	(	PUNCT
ajceb-8885	90	29	2020	2020	NUM
ajceb-8885	90	30	)	)	PUNCT
ajceb-8885	90	31	contend	contend	VERB
ajceb-8885	90	32	that	that	SCONJ
ajceb-8885	90	33	the	the	DET
ajceb-8885	90	34	priorities	priority	NOUN
ajceb-8885	90	35	of	of	ADP
ajceb-8885	90	36	anti	anti	ADJ
ajceb-8885	90	37	-	-	ADJ
ajceb-8885	90	38	graft	graft	ADJ
ajceb-8885	90	39	systems	system	NOUN
ajceb-8885	90	40	are	be	AUX
ajceb-8885	90	41	typically	typically	ADV
ajceb-8885	90	42	positioned	position	VERB
ajceb-8885	90	43	on	on	ADP
ajceb-8885	90	44	the	the	DET
ajceb-8885	90	45	enhancement	enhancement	NOUN
ajceb-8885	90	46	of	of	ADP
ajceb-8885	90	47	the	the	DET
ajceb-8885	90	48	integrity	integrity	NOUN
ajceb-8885	90	49	of	of	ADP
ajceb-8885	90	50	officeholders	officeholder	NOUN
ajceb-8885	90	51	(	(	PUNCT
ajceb-8885	90	52	individuals	individual	NOUN
ajceb-8885	90	53	or	or	CCONJ
ajceb-8885	90	54	offices	office	NOUN
ajceb-8885	90	55	)	)	PUNCT
ajceb-8885	90	56	and	and	CCONJ
ajceb-8885	90	57	retribution	retribution	NOUN
ajceb-8885	90	58	(	(	PUNCT
ajceb-8885	90	59	to	to	PART
ajceb-8885	90	60	discourage	discourage	VERB
ajceb-8885	90	61	corruption	corruption	NOUN
ajceb-8885	90	62	)	)	PUNCT
ajceb-8885	90	63	or	or	CCONJ
ajceb-8885	90	64	restitution	restitution	NOUN
ajceb-8885	90	65	(	(	PUNCT
ajceb-8885	90	66	to	to	PART
ajceb-8885	90	67	combat	combat	VERB
ajceb-8885	90	68	corruption	corruption	NOUN
ajceb-8885	90	69	)	)	PUNCT
ajceb-8885	90	70	.	.	PUNCT
ajceb-8885	91	1	the	the	DET
ajceb-8885	91	2	model	model	NOUN
ajceb-8885	91	3	works	work	VERB
ajceb-8885	91	4	by	by	ADP
ajceb-8885	91	5	connecting	connect	VERB
ajceb-8885	91	6	the	the	DET
ajceb-8885	91	7	logic	logic	NOUN
ajceb-8885	91	8	levels	level	NOUN
ajceb-8885	91	9	of	of	ADP
ajceb-8885	91	10	anti	anti	ADJ
ajceb-8885	91	11	-	-	ADJ
ajceb-8885	91	12	corruption	corruption	ADJ
ajceb-8885	91	13	systems	system	NOUN
ajceb-8885	91	14	to	to	ADP
ajceb-8885	91	15	their	their	PRON
ajceb-8885	91	16	levels	level	NOUN
ajceb-8885	91	17	of	of	ADP
ajceb-8885	91	18	efficacy	efficacy	NOUN
ajceb-8885	91	19	.	.	PUNCT
ajceb-8885	92	1	the	the	DET
ajceb-8885	92	2	degrees	degree	NOUN
ajceb-8885	92	3	of	of	ADP
ajceb-8885	92	4	priority	priority	NOUN
ajceb-8885	92	5	determine	determine	VERB
ajceb-8885	92	6	the	the	DET
ajceb-8885	92	7	levels	level	NOUN
ajceb-8885	92	8	of	of	ADP
ajceb-8885	92	9	logic	logic	NOUN
ajceb-8885	92	10	of	of	ADP
ajceb-8885	92	11	an	an	DET
ajceb-8885	92	12	anti	anti	ADJ
ajceb-8885	92	13	-	-	ADJ
ajceb-8885	92	14	corruption	corruption	ADJ
ajceb-8885	92	15	system	system	NOUN
ajceb-8885	92	16	(	(	PUNCT
ajceb-8885	92	17	outstanding	outstanding	ADJ
ajceb-8885	92	18	logic	logic	NOUN
ajceb-8885	92	19	,	,	PUNCT
ajceb-8885	92	20	good	good	ADJ
ajceb-8885	92	21	logic	logic	NOUN
ajceb-8885	92	22	,	,	PUNCT
ajceb-8885	92	23	fair	fair	ADJ
ajceb-8885	92	24	logic	logic	NOUN
ajceb-8885	92	25	,	,	PUNCT
ajceb-8885	92	26	and	and	CCONJ
ajceb-8885	92	27	poor	poor	ADJ
ajceb-8885	92	28	logic	logic	NOUN
ajceb-8885	92	29	)	)	PUNCT
ajceb-8885	92	30	.	.	PUNCT
ajceb-8885	93	1	priorities	priority	NOUN
ajceb-8885	93	2	are	be	AUX
ajceb-8885	93	3	divided	divide	VERB
ajceb-8885	93	4	into	into	ADP
ajceb-8885	93	5	two	two	NUM
ajceb-8885	93	6	categories	category	NOUN
ajceb-8885	93	7	:	:	PUNCT
ajceb-8885	93	8	high	high	ADJ
ajceb-8885	93	9	priority	priority	NOUN
ajceb-8885	93	10	(	(	PUNCT
ajceb-8885	93	11	person	person	NOUN
ajceb-8885	93	12	integrity	integrity	NOUN
ajceb-8885	93	13	and	and	CCONJ
ajceb-8885	93	14	reparation	reparation	NOUN
ajceb-8885	93	15	)	)	PUNCT
ajceb-8885	93	16	and	and	CCONJ
ajceb-8885	93	17	low	low	ADJ
ajceb-8885	93	18	priority	priority	NOUN
ajceb-8885	93	19	(	(	PUNCT
ajceb-8885	93	20	office	office	NOUN
ajceb-8885	93	21	integrity	integrity	NOUN
ajceb-8885	93	22	and	and	CCONJ
ajceb-8885	93	23	retaliation	retaliation	NOUN
ajceb-8885	93	24	)	)	PUNCT
ajceb-8885	93	25	.	.	PUNCT
ajceb-8885	94	1	the	the	DET
ajceb-8885	94	2	logical	logical	ADJ
ajceb-8885	94	3	focus	focus	NOUN
ajceb-8885	94	4	of	of	ADP
ajceb-8885	94	5	the	the	DET
ajceb-8885	94	6	anticorruption	anticorruption	NOUN
ajceb-8885	94	7	system	system	NOUN
ajceb-8885	94	8	determines	determine	VERB
ajceb-8885	94	9	its	its	PRON
ajceb-8885	94	10	level	level	NOUN
ajceb-8885	94	11	of	of	ADP
ajceb-8885	94	12	efficacy	efficacy	NOUN
ajceb-8885	94	13	.	.	PUNCT
ajceb-8885	95	1	the	the	DET
ajceb-8885	95	2	model	model	NOUN
ajceb-8885	95	3	identifies	identify	VERB
ajceb-8885	95	4	four	four	NUM
ajceb-8885	95	5	levels	level	NOUN
ajceb-8885	95	6	of	of	ADP
ajceb-8885	95	7	effectiveness	effectiveness	NOUN
ajceb-8885	95	8	(	(	PUNCT
ajceb-8885	95	9	very	very	ADV
ajceb-8885	95	10	strong	strong	ADJ
ajceb-8885	95	11	effect	effect	NOUN
ajceb-8885	95	12	,	,	PUNCT
ajceb-8885	95	13	moderately	moderately	ADV
ajceb-8885	95	14	strong	strong	ADJ
ajceb-8885	95	15	effect	effect	NOUN
ajceb-8885	95	16	,	,	PUNCT
ajceb-8885	95	17	weak	weak	ADJ
ajceb-8885	95	18	effect	effect	NOUN
ajceb-8885	95	19	,	,	PUNCT
ajceb-8885	95	20	and	and	CCONJ
ajceb-8885	95	21	very	very	ADV
ajceb-8885	95	22	weak	weak	ADJ
ajceb-8885	95	23	effect	effect	NOUN
ajceb-8885	95	24	)	)	PUNCT
ajceb-8885	95	25	.	.	PUNCT
ajceb-8885	96	1	anti	anti	ADJ
ajceb-8885	96	2	-	-	ADJ
ajceb-8885	96	3	corruption	corruption	ADJ
ajceb-8885	96	4	methods	method	NOUN
ajceb-8885	96	5	that	that	PRON
ajceb-8885	96	6	focus	focus	VERB
ajceb-8885	96	7	on	on	ADP
ajceb-8885	96	8	both	both	CCONJ
ajceb-8885	96	9	high	high	ADJ
ajceb-8885	96	10	and	and	CCONJ
ajceb-8885	96	11	low	low	ADJ
ajceb-8885	96	12	priorities	priority	NOUN
ajceb-8885	96	13	are	be	AUX
ajceb-8885	96	14	depicted	depict	VERB
ajceb-8885	96	15	to	to	PART
ajceb-8885	96	16	have	have	VERB
ajceb-8885	96	17	excellent	excellent	ADJ
ajceb-8885	96	18	rationale	rationale	NOUN
ajceb-8885	96	19	and	and	CCONJ
ajceb-8885	96	20	a	a	DET
ajceb-8885	96	21	very	very	ADV
ajceb-8885	96	22	powerful	powerful	ADJ
ajceb-8885	96	23	effect	effect	NOUN
ajceb-8885	96	24	on	on	ADP
ajceb-8885	96	25	reducing	reduce	VERB
ajceb-8885	96	26	corruption	corruption	NOUN
ajceb-8885	96	27	.	.	PUNCT
ajceb-8885	97	1	anti	anti	ADJ
ajceb-8885	97	2	-	-	ADJ
ajceb-8885	97	3	corruption	corruption	ADJ
ajceb-8885	97	4	systems	system	NOUN
ajceb-8885	97	5	that	that	PRON
ajceb-8885	97	6	focus	focus	VERB
ajceb-8885	97	7	solely	solely	ADV
ajceb-8885	97	8	on	on	ADP
ajceb-8885	97	9	high	high	ADJ
ajceb-8885	97	10	priorities	priority	NOUN
ajceb-8885	97	11	are	be	AUX
ajceb-8885	97	12	regarded	regard	VERB
ajceb-8885	97	13	as	as	ADP
ajceb-8885	97	14	having	have	VERB
ajceb-8885	97	15	solid	solid	ADJ
ajceb-8885	97	16	reasoning	reasoning	NOUN
ajceb-8885	97	17	and	and	CCONJ
ajceb-8885	97	18	a	a	DET
ajceb-8885	97	19	somewhat	somewhat	ADV
ajceb-8885	97	20	strong	strong	ADJ
ajceb-8885	97	21	effect	effect	NOUN
ajceb-8885	97	22	on	on	ADP
ajceb-8885	97	23	corruption	corruption	NOUN
ajceb-8885	97	24	reduction	reduction	NOUN
ajceb-8885	97	25	.	.	PUNCT
ajceb-8885	98	1	an	an	DET
ajceb-8885	98	2	anti	anti	ADJ
ajceb-8885	98	3	-	-	ADJ
ajceb-8885	98	4	corruption	corruption	ADJ
ajceb-8885	98	5	strategy	strategy	NOUN
ajceb-8885	98	6	with	with	ADP
ajceb-8885	98	7	a	a	DET
ajceb-8885	98	8	concentration	concentration	NOUN
ajceb-8885	98	9	on	on	ADP
ajceb-8885	98	10	high	high	ADJ
ajceb-8885	98	11	priorities	priority	NOUN
ajceb-8885	98	12	and	and	CCONJ
ajceb-8885	98	13	one	one	NUM
ajceb-8885	98	14	or	or	CCONJ
ajceb-8885	98	15	two	two	NUM
ajceb-8885	98	16	low	low	ADJ
ajceb-8885	98	17	priorities	priority	NOUN
ajceb-8885	98	18	has	have	VERB
ajceb-8885	98	19	a	a	DET
ajceb-8885	98	20	oluseye	oluseye	NOUN
ajceb-8885	98	21	et	et	NOUN
ajceb-8885	98	22	al	al	PROPN
ajceb-8885	98	23	.	.	PUNCT
ajceb-8885	99	1	construction	construction	NOUN
ajceb-8885	99	2	economics	economic	NOUN
ajceb-8885	99	3	and	and	CCONJ
ajceb-8885	99	4	building	building	NOUN
ajceb-8885	99	5	,	,	PUNCT
ajceb-8885	99	6	vol	vol	NOUN
ajceb-8885	99	7	.	.	PROPN
ajceb-8885	99	8	23	23	NUM
ajceb-8885	99	9	,	,	PUNCT
ajceb-8885	99	10	no	no	INTJ
ajceb-8885	99	11	.	.	NOUN
ajceb-8885	100	1	3/4	3/4	NUM
ajceb-8885	100	2	december	december	NOUN
ajceb-8885	100	3	2023189	2023189	NUM
ajceb-8885	100	4	fair	fair	ADJ
ajceb-8885	100	5	logic	logic	NOUN
ajceb-8885	100	6	but	but	CCONJ
ajceb-8885	100	7	a	a	DET
ajceb-8885	100	8	minimal	minimal	ADJ
ajceb-8885	100	9	effect	effect	NOUN
ajceb-8885	100	10	on	on	ADP
ajceb-8885	100	11	decreasing	decrease	VERB
ajceb-8885	100	12	corruption	corruption	NOUN
ajceb-8885	100	13	.	.	PUNCT
ajceb-8885	101	1	anti	anti	ADJ
ajceb-8885	101	2	-	-	ADJ
ajceb-8885	101	3	corruption	corruption	ADJ
ajceb-8885	101	4	programmes	programme	NOUN
ajceb-8885	101	5	that	that	PRON
ajceb-8885	101	6	focus	focus	VERB
ajceb-8885	101	7	solely	solely	ADV
ajceb-8885	101	8	on	on	ADP
ajceb-8885	101	9	low	low	ADJ
ajceb-8885	101	10	-	-	PUNCT
ajceb-8885	101	11	priority	priority	NOUN
ajceb-8885	101	12	issues	issue	NOUN
ajceb-8885	101	13	are	be	AUX
ajceb-8885	101	14	regarded	regard	VERB
ajceb-8885	101	15	as	as	ADP
ajceb-8885	101	16	having	have	VERB
ajceb-8885	101	17	poor	poor	ADJ
ajceb-8885	101	18	rationale	rationale	NOUN
ajceb-8885	101	19	and	and	CCONJ
ajceb-8885	101	20	a	a	DET
ajceb-8885	101	21	negligible	negligible	ADJ
ajceb-8885	101	22	effect	effect	NOUN
ajceb-8885	101	23	.	.	PUNCT
ajceb-8885	102	1	the	the	DET
ajceb-8885	102	2	arguments	argument	NOUN
ajceb-8885	102	3	of	of	ADP
ajceb-8885	102	4	mccusker	mccusker	NOUN
ajceb-8885	102	5	(	(	PUNCT
ajceb-8885	102	6	2006	2006	NUM
ajceb-8885	102	7	)	)	PUNCT
ajceb-8885	102	8	,	,	PUNCT
ajceb-8885	102	9	quah	quah	X
ajceb-8885	102	10	(	(	PUNCT
ajceb-8885	102	11	2013	2013	NUM
ajceb-8885	102	12	)	)	PUNCT
ajceb-8885	102	13	,	,	PUNCT
ajceb-8885	102	14	cartwright	cartwright	PROPN
ajceb-8885	102	15	,	,	PUNCT
ajceb-8885	102	16	liu	liu	PROPN
ajceb-8885	102	17	and	and	CCONJ
ajceb-8885	102	18	raddats	raddat	VERB
ajceb-8885	102	19	(	(	PUNCT
ajceb-8885	102	20	2021	2021	NUM
ajceb-8885	102	21	)	)	PUNCT
ajceb-8885	102	22	,	,	PUNCT
ajceb-8885	102	23	badawi	badawi	PROPN
ajceb-8885	102	24	and	and	CCONJ
ajceb-8885	102	25	al	al	PROPN
ajceb-8885	102	26	-	-	PUNCT
ajceb-8885	102	27	qudah	qudah	PROPN
ajceb-8885	102	28	(	(	PUNCT
ajceb-8885	102	29	2019	2019	NUM
ajceb-8885	102	30	)	)	PUNCT
ajceb-8885	102	31	,	,	PUNCT
ajceb-8885	102	32	fan	fan	PROPN
ajceb-8885	102	33	,	,	PUNCT
ajceb-8885	102	34	et	et	PROPN
ajceb-8885	102	35	al	al	PROPN
ajceb-8885	102	36	.	.	PROPN
ajceb-8885	102	37	(	(	PUNCT
ajceb-8885	102	38	2022	2022	NUM
ajceb-8885	102	39	)	)	PUNCT
ajceb-8885	102	40	,	,	PUNCT
ajceb-8885	102	41	al	al	PROPN
ajceb-8885	102	42	-	-	PUNCT
ajceb-8885	102	43	hojjaj	hojjaj	PROPN
ajceb-8885	102	44	(	(	PUNCT
ajceb-8885	102	45	2020	2020	NUM
ajceb-8885	102	46	)	)	PUNCT
ajceb-8885	102	47	,	,	PUNCT
ajceb-8885	102	48	nnadozie	nnadozie	NOUN
ajceb-8885	102	49	(	(	PUNCT
ajceb-8885	102	50	2021	2021	NUM
ajceb-8885	102	51	)	)	PUNCT
ajceb-8885	102	52	,	,	PUNCT
ajceb-8885	102	53	and	and	CCONJ
ajceb-8885	102	54	rizk	rizk	PROPN
ajceb-8885	102	55	,	,	PUNCT
ajceb-8885	102	56	sobh	sobh	NOUN
ajceb-8885	102	57	and	and	CCONJ
ajceb-8885	102	58	hamzeh	hamzeh	NOUN
ajceb-8885	102	59	(	(	PUNCT
ajceb-8885	102	60	2018	2018	NUM
ajceb-8885	102	61	)	)	PUNCT
ajceb-8885	102	62	are	be	AUX
ajceb-8885	102	63	used	use	VERB
ajceb-8885	102	64	to	to	PART
ajceb-8885	102	65	establish	establish	VERB
ajceb-8885	102	66	the	the	DET
ajceb-8885	102	67	levels	level	NOUN
ajceb-8885	102	68	of	of	ADP
ajceb-8885	102	69	logic	logic	NOUN
ajceb-8885	102	70	and	and	CCONJ
ajceb-8885	102	71	priorities	priority	NOUN
ajceb-8885	102	72	of	of	ADP
ajceb-8885	102	73	anti	anti	ADJ
ajceb-8885	102	74	-	-	ADJ
ajceb-8885	102	75	corruption	corruption	ADJ
ajceb-8885	102	76	systems	system	NOUN
ajceb-8885	102	77	.	.	PUNCT
ajceb-8885	103	1	according	accord	VERB
ajceb-8885	103	2	to	to	ADP
ajceb-8885	103	3	mccusker	mccusker	NOUN
ajceb-8885	103	4	(	(	PUNCT
ajceb-8885	103	5	2006	2006	NUM
ajceb-8885	103	6	)	)	PUNCT
ajceb-8885	103	7	,	,	PUNCT
ajceb-8885	103	8	encouraging	encourage	VERB
ajceb-8885	103	9	rule	rule	NOUN
ajceb-8885	103	10	-	-	PUNCT
ajceb-8885	103	11	abiding	abide	VERB
ajceb-8885	103	12	behaviour	behaviour	NOUN
ajceb-8885	103	13	would	would	AUX
ajceb-8885	103	14	help	help	VERB
ajceb-8885	103	15	people	people	NOUN
ajceb-8885	103	16	be	be	AUX
ajceb-8885	103	17	disciplined	discipline	VERB
ajceb-8885	103	18	and	and	CCONJ
ajceb-8885	103	19	grasp	grasp	VERB
ajceb-8885	103	20	what	what	PRON
ajceb-8885	103	21	is	be	AUX
ajceb-8885	103	22	expected	expect	VERB
ajceb-8885	103	23	of	of	ADP
ajceb-8885	103	24	them	they	PRON
ajceb-8885	103	25	and	and	CCONJ
ajceb-8885	103	26	what	what	PRON
ajceb-8885	103	27	will	will	AUX
ajceb-8885	103	28	happen	happen	VERB
ajceb-8885	103	29	if	if	SCONJ
ajceb-8885	103	30	the	the	DET
ajceb-8885	103	31	rules	rule	NOUN
ajceb-8885	103	32	are	be	AUX
ajceb-8885	103	33	broken	break	VERB
ajceb-8885	103	34	.	.	PUNCT
ajceb-8885	104	1	individuals	individual	NOUN
ajceb-8885	104	2	who	who	PRON
ajceb-8885	104	3	follow	follow	VERB
ajceb-8885	104	4	the	the	DET
ajceb-8885	104	5	rules	rule	NOUN
ajceb-8885	104	6	are	be	AUX
ajceb-8885	104	7	also	also	ADV
ajceb-8885	104	8	able	able	ADJ
ajceb-8885	104	9	to	to	PART
ajceb-8885	104	10	be	be	AUX
ajceb-8885	104	11	themselves	themselves	PRON
ajceb-8885	104	12	and	and	CCONJ
ajceb-8885	104	13	perform	perform	VERB
ajceb-8885	104	14	their	their	PRON
ajceb-8885	104	15	tasks	task	NOUN
ajceb-8885	104	16	diligently	diligently	ADV
ajceb-8885	104	17	.	.	PUNCT
ajceb-8885	105	1	however	however	ADV
ajceb-8885	105	2	,	,	PUNCT
ajceb-8885	105	3	focusing	focus	VERB
ajceb-8885	105	4	on	on	ADP
ajceb-8885	105	5	crime	crime	NOUN
ajceb-8885	105	6	and	and	CCONJ
ajceb-8885	105	7	retribution	retribution	NOUN
ajceb-8885	105	8	is	be	AUX
ajceb-8885	105	9	a	a	DET
ajceb-8885	105	10	low	low	ADJ
ajceb-8885	105	11	-	-	PUNCT
ajceb-8885	105	12	priority	priority	NOUN
ajceb-8885	105	13	approach	approach	NOUN
ajceb-8885	105	14	because	because	SCONJ
ajceb-8885	105	15	it	it	PRON
ajceb-8885	105	16	will	will	AUX
ajceb-8885	105	17	only	only	ADV
ajceb-8885	105	18	result	result	VERB
ajceb-8885	105	19	in	in	ADP
ajceb-8885	105	20	the	the	DET
ajceb-8885	105	21	imprisonment	imprisonment	NOUN
ajceb-8885	105	22	of	of	ADP
ajceb-8885	105	23	corrupt	corrupt	ADJ
ajceb-8885	105	24	persons	person	NOUN
ajceb-8885	105	25	and	and	CCONJ
ajceb-8885	105	26	will	will	AUX
ajceb-8885	105	27	only	only	ADV
ajceb-8885	105	28	attack	attack	VERB
ajceb-8885	105	29	the	the	DET
ajceb-8885	105	30	symptoms	symptom	NOUN
ajceb-8885	105	31	of	of	ADP
ajceb-8885	105	32	corruption	corruption	NOUN
ajceb-8885	105	33	(	(	PUNCT
ajceb-8885	105	34	quah	quah	NOUN
ajceb-8885	105	35	,	,	PUNCT
ajceb-8885	105	36	2013	2013	NUM
ajceb-8885	105	37	;	;	PUNCT
ajceb-8885	105	38	al	al	PROPN
ajceb-8885	105	39	-	-	PUNCT
ajceb-8885	105	40	hojjaj	hojjaj	PROPN
ajceb-8885	105	41	,	,	PUNCT
ajceb-8885	105	42	2020	2020	NUM
ajceb-8885	105	43	;	;	PUNCT
ajceb-8885	105	44	lehtinen	lehtinen	PROPN
ajceb-8885	105	45	,	,	PUNCT
ajceb-8885	105	46	et	et	PROPN
ajceb-8885	105	47	al	al	PROPN
ajceb-8885	105	48	.	.	PROPN
ajceb-8885	105	49	,	,	PUNCT
ajceb-8885	105	50	2022	2022	NUM
ajceb-8885	105	51	)	)	PUNCT
ajceb-8885	105	52	.	.	PUNCT
ajceb-8885	106	1	such	such	DET
ajceb-8885	106	2	a	a	DET
ajceb-8885	106	3	system	system	NOUN
ajceb-8885	106	4	will	will	AUX
ajceb-8885	106	5	have	have	VERB
ajceb-8885	106	6	little	little	ADJ
ajceb-8885	106	7	impact	impact	NOUN
ajceb-8885	106	8	because	because	SCONJ
ajceb-8885	106	9	it	it	PRON
ajceb-8885	106	10	reduces	reduce	VERB
ajceb-8885	106	11	the	the	DET
ajceb-8885	106	12	anti	anti	ADJ
ajceb-8885	106	13	-	-	ADJ
ajceb-8885	106	14	corruption	corruption	ADJ
ajceb-8885	106	15	component	component	NOUN
ajceb-8885	106	16	of	of	ADP
ajceb-8885	106	17	punishment	punishment	NOUN
ajceb-8885	106	18	.	.	PUNCT
ajceb-8885	107	1	this	this	PRON
ajceb-8885	107	2	is	be	AUX
ajceb-8885	107	3	because	because	SCONJ
ajceb-8885	107	4	the	the	DET
ajceb-8885	107	5	corrupt	corrupt	ADJ
ajceb-8885	107	6	individual	individual	NOUN
ajceb-8885	107	7	appears	appear	VERB
ajceb-8885	107	8	to	to	PART
ajceb-8885	107	9	prioritise	prioritise	VERB
ajceb-8885	107	10	the	the	DET
ajceb-8885	107	11	potential	potential	NOUN
ajceb-8885	107	12	of	of	ADP
ajceb-8885	107	13	being	be	AUX
ajceb-8885	107	14	detected	detect	VERB
ajceb-8885	107	15	over	over	ADP
ajceb-8885	107	16	the	the	DET
ajceb-8885	107	17	punishment	punishment	NOUN
ajceb-8885	107	18	that	that	PRON
ajceb-8885	107	19	could	could	AUX
ajceb-8885	107	20	result	result	VERB
ajceb-8885	107	21	from	from	ADP
ajceb-8885	107	22	interception	interception	NOUN
ajceb-8885	107	23	(	(	PUNCT
ajceb-8885	107	24	oberoi	oberoi	NOUN
ajceb-8885	107	25	,	,	PUNCT
ajceb-8885	107	26	2014	2014	NUM
ajceb-8885	107	27	;	;	PUNCT
ajceb-8885	107	28	cartwright	cartwright	PROPN
ajceb-8885	107	29	,	,	PUNCT
ajceb-8885	107	30	liu	liu	PROPN
ajceb-8885	107	31	and	and	CCONJ
ajceb-8885	107	32	raddats	raddat	NOUN
ajceb-8885	107	33	,	,	PUNCT
ajceb-8885	107	34	2021	2021	NUM
ajceb-8885	107	35	)	)	PUNCT
ajceb-8885	107	36	.	.	PUNCT
ajceb-8885	108	1	this	this	PRON
ajceb-8885	108	2	means	mean	VERB
ajceb-8885	108	3	that	that	SCONJ
ajceb-8885	108	4	,	,	PUNCT
ajceb-8885	108	5	while	while	SCONJ
ajceb-8885	108	6	fighting	fight	VERB
ajceb-8885	108	7	corruption	corruption	NOUN
ajceb-8885	108	8	and	and	CCONJ
ajceb-8885	108	9	ensuring	ensure	VERB
ajceb-8885	108	10	the	the	DET
ajceb-8885	108	11	integrity	integrity	NOUN
ajceb-8885	108	12	of	of	ADP
ajceb-8885	108	13	public	public	ADJ
ajceb-8885	108	14	offices	office	NOUN
ajceb-8885	108	15	are	be	AUX
ajceb-8885	108	16	important	important	ADJ
ajceb-8885	108	17	,	,	PUNCT
ajceb-8885	108	18	a	a	DET
ajceb-8885	108	19	solid	solid	ADJ
ajceb-8885	108	20	and	and	CCONJ
ajceb-8885	108	21	effective	effective	ADJ
ajceb-8885	108	22	anti	anti	ADJ
ajceb-8885	108	23	-	-	ADJ
ajceb-8885	108	24	graft	graft	ADJ
ajceb-8885	108	25	system	system	NOUN
ajceb-8885	108	26	would	would	AUX
ajceb-8885	108	27	entail	entail	VERB
ajceb-8885	108	28	the	the	DET
ajceb-8885	108	29	development	development	NOUN
ajceb-8885	108	30	of	of	ADP
ajceb-8885	108	31	a	a	DET
ajceb-8885	108	32	set	set	NOUN
ajceb-8885	108	33	of	of	ADP
ajceb-8885	108	34	incentives	incentive	NOUN
ajceb-8885	108	35	to	to	PART
ajceb-8885	108	36	improve	improve	VERB
ajceb-8885	108	37	integrity	integrity	NOUN
ajceb-8885	108	38	by	by	ADP
ajceb-8885	108	39	rewarding	reward	VERB
ajceb-8885	108	40	rule	rule	NOUN
ajceb-8885	108	41	-	-	PUNCT
ajceb-8885	108	42	abiding	abide	VERB
ajceb-8885	108	43	citizens	citizen	NOUN
ajceb-8885	108	44	and	and	CCONJ
ajceb-8885	108	45	discouraging	discourage	VERB
ajceb-8885	108	46	rule	rule	NOUN
ajceb-8885	108	47	-	-	PUNCT
ajceb-8885	108	48	aversion	aversion	NOUN
ajceb-8885	108	49	.	.	PUNCT
ajceb-8885	109	1	it	it	PRON
ajceb-8885	109	2	is	be	AUX
ajceb-8885	109	3	logical	logical	ADJ
ajceb-8885	109	4	to	to	PART
ajceb-8885	109	5	focus	focus	VERB
ajceb-8885	109	6	on	on	ADP
ajceb-8885	109	7	the	the	DET
ajceb-8885	109	8	individuals	individual	NOUN
ajceb-8885	109	9	who	who	PRON
ajceb-8885	109	10	commit	commit	VERB
ajceb-8885	109	11	corrupt	corrupt	ADJ
ajceb-8885	109	12	acts	act	NOUN
ajceb-8885	109	13	rather	rather	ADV
ajceb-8885	109	14	than	than	ADP
ajceb-8885	109	15	the	the	DET
ajceb-8885	109	16	office	office	NOUN
ajceb-8885	109	17	or	or	CCONJ
ajceb-8885	109	18	the	the	DET
ajceb-8885	109	19	actual	actual	ADJ
ajceb-8885	109	20	corrupt	corrupt	ADJ
ajceb-8885	109	21	conduct	conduct	NOUN
ajceb-8885	109	22	.	.	PUNCT
ajceb-8885	110	1	thus	thus	ADV
ajceb-8885	110	2	,	,	PUNCT
ajceb-8885	110	3	this	this	DET
ajceb-8885	110	4	study	study	NOUN
ajceb-8885	110	5	hypothesises	hypothesise	VERB
ajceb-8885	110	6	that	that	SCONJ
ajceb-8885	110	7	:	:	PUNCT
ajceb-8885	110	8	hypotheses	hypothesis	NOUN
ajceb-8885	110	9	1	1	NUM
ajceb-8885	110	10	:	:	PUNCT
ajceb-8885	110	11	there	there	PRON
ajceb-8885	110	12	is	be	VERB
ajceb-8885	110	13	an	an	DET
ajceb-8885	110	14	inverse	inverse	NOUN
ajceb-8885	110	15	relationship	relationship	NOUN
ajceb-8885	110	16	between	between	ADP
ajceb-8885	110	17	anti	anti	ADJ
ajceb-8885	110	18	-	-	ADJ
ajceb-8885	110	19	corruption	corruption	ADJ
ajceb-8885	110	20	systems	system	NOUN
ajceb-8885	110	21	’	'	PUNCT
ajceb-8885	110	22	logic	logic	NOUN
ajceb-8885	110	23	and	and	CCONJ
ajceb-8885	110	24	corruption	corruption	NOUN
ajceb-8885	110	25	manifestation	manifestation	NOUN
ajceb-8885	110	26	in	in	ADP
ajceb-8885	110	27	project	project	NOUN
ajceb-8885	110	28	planning	planning	NOUN
ajceb-8885	110	29	and	and	CCONJ
ajceb-8885	110	30	execution	execution	NOUN
ajceb-8885	110	31	.	.	PUNCT
ajceb-8885	111	1	hypothesis	hypothesis	NOUN
ajceb-8885	111	2	1a	1a	X
ajceb-8885	111	3	(	(	PUNCT
ajceb-8885	111	4	h1a	h1a	NOUN
ajceb-8885	111	5	):	):	PUNCT
ajceb-8885	111	6	anti	anti	ADJ
ajceb-8885	111	7	-	-	ADJ
ajceb-8885	111	8	corruption	corruption	ADJ
ajceb-8885	111	9	systems	system	NOUN
ajceb-8885	111	10	with	with	ADP
ajceb-8885	111	11	outstanding	outstanding	ADJ
ajceb-8885	111	12	logic	logic	NOUN
ajceb-8885	111	13	will	will	AUX
ajceb-8885	111	14	have	have	VERB
ajceb-8885	111	15	a	a	DET
ajceb-8885	111	16	very	very	ADV
ajceb-8885	111	17	strong	strong	ADJ
ajceb-8885	111	18	effect	effect	NOUN
ajceb-8885	111	19	on	on	ADP
ajceb-8885	111	20	corruption	corruption	NOUN
ajceb-8885	111	21	manifestations	manifestation	NOUN
ajceb-8885	111	22	in	in	ADP
ajceb-8885	111	23	project	project	NOUN
ajceb-8885	111	24	planning	planning	NOUN
ajceb-8885	111	25	and	and	CCONJ
ajceb-8885	111	26	execution	execution	NOUN
ajceb-8885	111	27	.	.	PUNCT
ajceb-8885	112	1	classifications	classification	NOUN
ajceb-8885	112	2	high	high	ADJ
ajceb-8885	112	3	priority	priority	NOUN
ajceb-8885	112	4	–	–	PUNCT
ajceb-8885	112	5	integrity	integrity	NOUN
ajceb-8885	112	6	of	of	ADP
ajceb-8885	112	7	individuals	individual	NOUN
ajceb-8885	112	8	low	low	ADJ
ajceb-8885	112	9	priority	priority	NOUN
ajceb-8885	112	10	–	–	PUNCT
ajceb-8885	112	11	integrity	integrity	NOUN
ajceb-8885	112	12	of	of	ADP
ajceb-8885	112	13	office	office	NOUN
ajceb-8885	112	14	low	low	ADJ
ajceb-8885	112	15	priority	priority	NOUN
ajceb-8885	112	16	–	–	PUNCT
ajceb-8885	112	17	retribution	retribution	NOUN
ajceb-8885	112	18	high	high	ADJ
ajceb-8885	112	19	priority	priority	NOUN
ajceb-8885	112	20	–	–	PUNCT
ajceb-8885	112	21	restitution	restitution	NOUN
ajceb-8885	112	22	logic	logic	NOUN
ajceb-8885	112	23	pr	pr	VERB
ajceb-8885	112	24	ec	ec	PROPN
ajceb-8885	112	25	au	au	PROPN
ajceb-8885	112	26	tio	tio	PROPN
ajceb-8885	112	27	na	na	X
ajceb-8885	112	28	ry	ry	NOUN
ajceb-8885	112	29	m	m	PROPN
ajceb-8885	112	30	ea	ea	PROPN
ajceb-8885	112	31	su	su	PROPN
ajceb-8885	112	32	re	re	PROPN
ajceb-8885	112	33	s	s	PROPN
ajceb-8885	112	34	financial	financial	ADJ
ajceb-8885	112	35	auditing	auditing	NOUN
ajceb-8885	113	1	*	*	PUNCT
ajceb-8885	113	2	*	*	PUNCT
ajceb-8885	113	3	poor	poor	ADJ
ajceb-8885	113	4	records	record	NOUN
ajceb-8885	113	5	management	management	NOUN
ajceb-8885	113	6	*	*	PUNCT
ajceb-8885	114	1	*	*	PUNCT
ajceb-8885	114	2	*	*	PUNCT
ajceb-8885	114	3	fair	fair	ADJ
ajceb-8885	114	4	ethical	ethical	ADJ
ajceb-8885	114	5	code	code	NOUN
ajceb-8885	114	6	*	*	PUNCT
ajceb-8885	115	1	*	*	PUNCT
ajceb-8885	115	2	fair	fair	ADJ
ajceb-8885	115	3	contract	contract	NOUN
ajceb-8885	115	4	monitoring	monitoring	NOUN
ajceb-8885	115	5	*	*	PUNCT
ajceb-8885	115	6	poor	poor	ADJ
ajceb-8885	115	7	contractual	contractual	ADJ
ajceb-8885	115	8	compliance	compliance	NOUN
ajceb-8885	115	9	*	*	PUNCT
ajceb-8885	116	1	*	*	PUNCT
ajceb-8885	116	2	*	*	PUNCT
ajceb-8885	116	3	*	*	PUNCT
ajceb-8885	116	4	outstanding	outstanding	ADJ
ajceb-8885	116	5	financial	financial	ADJ
ajceb-8885	116	6	accountability	accountability	NOUN
ajceb-8885	116	7	*	*	PUNCT
ajceb-8885	117	1	*	*	PUNCT
ajceb-8885	117	2	*	*	PUNCT
ajceb-8885	117	3	*	*	PUNCT
ajceb-8885	117	4	outstanding	outstanding	ADJ
ajceb-8885	117	5	international	international	ADJ
ajceb-8885	117	6	and	and	CCONJ
ajceb-8885	117	7	national	national	ADJ
ajceb-8885	117	8	standards	standard	NOUN
ajceb-8885	117	9	*	*	PUNCT
ajceb-8885	117	10	*	*	PUNCT
ajceb-8885	117	11	good	good	ADJ
ajceb-8885	117	12	project	project	NOUN
ajceb-8885	117	13	governance	governance	NOUN
ajceb-8885	117	14	*	*	PUNCT
ajceb-8885	118	1	*	*	PUNCT
ajceb-8885	118	2	poor	poor	ADJ
ajceb-8885	118	3	transaction	transaction	NOUN
ajceb-8885	118	4	analysis	analysis	NOUN
ajceb-8885	118	5	*	*	PUNCT
ajceb-8885	118	6	*	*	PUNCT
ajceb-8885	118	7	poor	poor	ADJ
ajceb-8885	118	8	key	key	ADJ
ajceb-8885	118	9	performance	performance	NOUN
ajceb-8885	118	10	indicators	indicator	NOUN
ajceb-8885	118	11	*	*	PUNCT
ajceb-8885	119	1	*	*	PUNCT
ajceb-8885	119	2	good	good	ADJ
ajceb-8885	119	3	technical	technical	ADJ
ajceb-8885	119	4	auditing	auditing	NOUN
ajceb-8885	119	5	*	*	PUNCT
ajceb-8885	120	1	*	*	PUNCT
ajceb-8885	120	2	poor	poor	ADJ
ajceb-8885	120	3	re	re	VERB
ajceb-8885	120	4	ac	ac	PROPN
ajceb-8885	120	5	tio	tio	INTJ
ajceb-8885	120	6	na	na	INTJ
ajceb-8885	120	7	ry	ry	NOUN
ajceb-8885	120	8	m	m	PROPN
ajceb-8885	120	9	ea	ea	X
ajceb-8885	120	10	su	su	PROPN
ajceb-8885	120	11	re	re	PROPN
ajceb-8885	120	12	s	s	PROPN
ajceb-8885	120	13	investigation	investigation	NOUN
ajceb-8885	120	14	and	and	CCONJ
ajceb-8885	120	15	enforcement	enforcement	NOUN
ajceb-8885	120	16	*	*	PUNCT
ajceb-8885	121	1	*	*	PUNCT
ajceb-8885	121	2	poor	poor	ADJ
ajceb-8885	121	3	rule	rule	NOUN
ajceb-8885	121	4	of	of	ADP
ajceb-8885	121	5	law	law	NOUN
ajceb-8885	121	6	compliance	compliance	NOUN
ajceb-8885	121	7	*	*	PUNCT
ajceb-8885	122	1	*	*	PUNCT
ajceb-8885	122	2	*	*	PUNCT
ajceb-8885	122	3	good	good	ADJ
ajceb-8885	122	4	sustainable	sustainable	ADJ
ajceb-8885	122	5	investigative	investigative	ADJ
ajceb-8885	122	6	capacity	capacity	NOUN
ajceb-8885	122	7	*	*	PUNCT
ajceb-8885	123	1	*	*	PUNCT
ajceb-8885	123	2	fair	fair	ADJ
ajceb-8885	123	3	contractor	contractor	NOUN
ajceb-8885	123	4	blacklisting	blacklisting	NOUN
ajceb-8885	123	5	and	and	CCONJ
ajceb-8885	123	6	de	de	NOUN
ajceb-8885	123	7	-	-	NOUN
ajceb-8885	123	8	registration	registration	NOUN
ajceb-8885	123	9	*	*	PUNCT
ajceb-8885	123	10	*	*	PUNCT
ajceb-8885	123	11	poor	poor	ADJ
ajceb-8885	123	12	license	license	NOUN
ajceb-8885	123	13	revocation	revocation	NOUN
ajceb-8885	123	14	by	by	ADP
ajceb-8885	123	15	the	the	DET
ajceb-8885	123	16	professional	professional	ADJ
ajceb-8885	123	17	bodies	body	NOUN
ajceb-8885	123	18	*	*	PUNCT
ajceb-8885	123	19	*	*	PUNCT
ajceb-8885	123	20	poor	poor	ADJ
ajceb-8885	123	21	oversight	oversight	NOUN
ajceb-8885	123	22	by	by	ADP
ajceb-8885	123	23	social	social	ADJ
ajceb-8885	123	24	media	medium	NOUN
ajceb-8885	123	25	users	user	NOUN
ajceb-8885	123	26	*	*	PUNCT
ajceb-8885	123	27	*	*	PUNCT
ajceb-8885	123	28	good	good	ADJ
ajceb-8885	123	29	oversight	oversight	NOUN
ajceb-8885	123	30	by	by	ADP
ajceb-8885	123	31	ngos	ngo	NOUN
ajceb-8885	123	32	*	*	PUNCT
ajceb-8885	124	1	*	*	PUNCT
ajceb-8885	124	2	good	good	ADJ
ajceb-8885	124	3	oversight	oversight	NOUN
ajceb-8885	124	4	by	by	ADP
ajceb-8885	124	5	civil	civil	ADJ
ajceb-8885	124	6	society	society	NOUN
ajceb-8885	124	7	*	*	PUNCT
ajceb-8885	125	1	*	*	PUNCT
ajceb-8885	125	2	good	good	ADJ
ajceb-8885	125	3	st	st	PROPN
ajceb-8885	125	4	ra	ra	PROPN
ajceb-8885	126	1	te	te	INTJ
ajceb-8885	126	2	gi	gi	INTJ
ajceb-8885	126	3	c	c	NOUN
ajceb-8885	126	4	m	m	VERB
ajceb-8885	126	5	ea	ea	PROPN
ajceb-8885	126	6	su	su	PROPN
ajceb-8885	126	7	re	re	PROPN
ajceb-8885	126	8	s	s	PROPN
ajceb-8885	126	9	increased	increase	VERB
ajceb-8885	126	10	information	information	NOUN
ajceb-8885	126	11	access	access	NOUN
ajceb-8885	126	12	*	*	PUNCT
ajceb-8885	127	1	*	*	PUNCT
ajceb-8885	127	2	good	good	ADJ
ajceb-8885	127	3	e	e	NOUN
ajceb-8885	127	4	-	-	NOUN
ajceb-8885	127	5	procurement	procurement	ADJ
ajceb-8885	127	6	*	*	PUNCT
ajceb-8885	127	7	*	*	PUNCT
ajceb-8885	127	8	fair	fair	ADJ
ajceb-8885	127	9	political	political	ADJ
ajceb-8885	127	10	accountability	accountability	NOUN
ajceb-8885	127	11	*	*	PUNCT
ajceb-8885	127	12	*	*	PUNCT
ajceb-8885	127	13	fair	fair	ADJ
ajceb-8885	127	14	social	social	ADJ
ajceb-8885	127	15	accountability	accountability	NOUN
ajceb-8885	127	16	*	*	PUNCT
ajceb-8885	128	1	*	*	PUNCT
ajceb-8885	128	2	fair	fair	ADJ
ajceb-8885	128	3	economic	economic	ADJ
ajceb-8885	128	4	accountability	accountability	NOUN
ajceb-8885	128	5	*	*	PUNCT
ajceb-8885	129	1	*	*	PUNCT
ajceb-8885	129	2	fair	fair	ADJ
ajceb-8885	129	3	treasury	treasury	NOUN
ajceb-8885	129	4	single	single	ADJ
ajceb-8885	129	5	account	account	NOUN
ajceb-8885	129	6	*	*	PUNCT
ajceb-8885	130	1	*	*	PUNCT
ajceb-8885	130	2	poor	poor	ADJ
ajceb-8885	130	3	ippis	ippis	ADJ
ajceb-8885	130	4	*	*	PUNCT
ajceb-8885	130	5	*	*	PUNCT
ajceb-8885	130	6	poor	poor	ADJ
ajceb-8885	130	7	whistle	whistle	VERB
ajceb-8885	130	8	blower	blower	NOUN
ajceb-8885	130	9	policy	policy	NOUN
ajceb-8885	130	10	*	*	PUNCT
ajceb-8885	130	11	*	*	PUNCT
ajceb-8885	130	12	poor	poor	ADJ
ajceb-8885	130	13	cashless	cashless	NOUN
ajceb-8885	130	14	policy	policy	NOUN
ajceb-8885	130	15	*	*	PUNCT
ajceb-8885	131	1	*	*	PUNCT
ajceb-8885	131	2	fair	fair	ADJ
ajceb-8885	131	3	due	due	ADJ
ajceb-8885	131	4	process	process	NOUN
ajceb-8885	131	5	in	in	ADP
ajceb-8885	131	6	public	public	ADJ
ajceb-8885	131	7	procurement	procurement	NOUN
ajceb-8885	131	8	*	*	PUNCT
ajceb-8885	132	1	*	*	PUNCT
ajceb-8885	132	2	fair	fair	ADJ
ajceb-8885	132	3	k	k	INTJ
ajceb-8885	132	4	ey	ey	PRON
ajceb-8885	132	5	concentration	concentration	NOUN
ajceb-8885	132	6	logic	logic	NOUN
ajceb-8885	132	7	focus	focus	NOUN
ajceb-8885	132	8	on	on	ADP
ajceb-8885	132	9	both	both	CCONJ
ajceb-8885	132	10	high	high	ADJ
ajceb-8885	132	11	and	and	CCONJ
ajceb-8885	132	12	low	low	ADJ
ajceb-8885	132	13	priorities	priority	NOUN
ajceb-8885	132	14	outstanding	outstanding	ADJ
ajceb-8885	132	15	focus	focus	NOUN
ajceb-8885	132	16	on	on	ADP
ajceb-8885	132	17	only	only	ADJ
ajceb-8885	132	18	high	high	ADJ
ajceb-8885	132	19	priorities	priority	NOUN
ajceb-8885	132	20	good	good	ADJ
ajceb-8885	132	21	focus	focus	NOUN
ajceb-8885	132	22	on	on	ADP
ajceb-8885	132	23	one	one	NUM
ajceb-8885	132	24	high	high	ADJ
ajceb-8885	132	25	priority	priority	NOUN
ajceb-8885	132	26	and	and	CCONJ
ajceb-8885	132	27	one	one	NUM
ajceb-8885	132	28	or	or	CCONJ
ajceb-8885	132	29	two	two	NUM
ajceb-8885	132	30	low	low	ADJ
ajceb-8885	132	31	priorities	priority	NOUN
ajceb-8885	132	32	fair	fair	ADJ
ajceb-8885	132	33	focus	focus	NOUN
ajceb-8885	132	34	on	on	ADP
ajceb-8885	132	35	only	only	ADJ
ajceb-8885	132	36	low	low	ADJ
ajceb-8885	132	37	priorities	priority	NOUN
ajceb-8885	132	38	poor	poor	ADJ
ajceb-8885	132	39	figure	figure	NOUN
ajceb-8885	132	40	1	1	NUM
ajceb-8885	132	41	.	.	PUNCT
ajceb-8885	132	42	classifications	classification	NOUN
ajceb-8885	132	43	and	and	CCONJ
ajceb-8885	132	44	logic	logic	NOUN
ajceb-8885	132	45	of	of	ADP
ajceb-8885	132	46	anti	anti	ADJ
ajceb-8885	132	47	-	-	ADJ
ajceb-8885	132	48	corruption	corruption	ADJ
ajceb-8885	132	49	systems	system	NOUN
ajceb-8885	132	50	(	(	PUNCT
ajceb-8885	132	51	source	source	NOUN
ajceb-8885	132	52	:	:	PUNCT
ajceb-8885	132	53	figure	figure	NOUN
ajceb-8885	132	54	formulated	formulate	VERB
ajceb-8885	132	55	from	from	ADP
ajceb-8885	132	56	badawi	badawi	PROPN
ajceb-8885	132	57	and	and	CCONJ
ajceb-8885	132	58	al	al	PROPN
ajceb-8885	132	59	-	-	PUNCT
ajceb-8885	132	60	qudah	qudah	PROPN
ajceb-8885	132	61	,	,	PUNCT
ajceb-8885	132	62	2019	2019	NUM
ajceb-8885	132	63	;	;	PUNCT
ajceb-8885	132	64	fan	fan	PROPN
ajceb-8885	132	65	,	,	PUNCT
ajceb-8885	132	66	et	et	PROPN
ajceb-8885	132	67	al	al	PROPN
ajceb-8885	132	68	.	.	PROPN
ajceb-8885	132	69	,	,	PUNCT
ajceb-8885	132	70	2022	2022	NUM
ajceb-8885	132	71	;	;	PUNCT
ajceb-8885	132	72	owusu	owusu	PROPN
ajceb-8885	132	73	,	,	PUNCT
ajceb-8885	132	74	et	et	PROPN
ajceb-8885	132	75	al	al	PROPN
ajceb-8885	132	76	.	.	PROPN
ajceb-8885	132	77	,	,	PUNCT
ajceb-8885	132	78	2019	2019	NUM
ajceb-8885	132	79	;	;	PUNCT
ajceb-8885	132	80	mccusker	mccusker	NOUN
ajceb-8885	132	81	,	,	PUNCT
ajceb-8885	132	82	2006	2006	NUM
ajceb-8885	132	83	;	;	PUNCT
ajceb-8885	132	84	lehtinen	lehtinen	PROPN
ajceb-8885	132	85	,	,	PUNCT
ajceb-8885	132	86	et	et	PROPN
ajceb-8885	132	87	al	al	PROPN
ajceb-8885	132	88	.	.	PROPN
ajceb-8885	132	89	,	,	PUNCT
ajceb-8885	132	90	2022	2022	NUM
ajceb-8885	132	91	)	)	PUNCT
ajceb-8885	132	92	oluseye	oluseye	NOUN
ajceb-8885	132	93	et	et	NOUN
ajceb-8885	132	94	al	al	PROPN
ajceb-8885	132	95	.	.	PUNCT
ajceb-8885	133	1	construction	construction	NOUN
ajceb-8885	133	2	economics	economic	NOUN
ajceb-8885	133	3	and	and	CCONJ
ajceb-8885	133	4	building	building	NOUN
ajceb-8885	133	5	,	,	PUNCT
ajceb-8885	133	6	vol	vol	NOUN
ajceb-8885	133	7	.	.	PROPN
ajceb-8885	133	8	23	23	NUM
ajceb-8885	133	9	,	,	PUNCT
ajceb-8885	133	10	no	no	INTJ
ajceb-8885	133	11	.	.	NOUN
ajceb-8885	134	1	3/4	3/4	NUM
ajceb-8885	134	2	december	december	PROPN
ajceb-8885	134	3	2023190	2023190	NUM
ajceb-8885	134	4	hypothesis	hypothesis	NOUN
ajceb-8885	134	5	1b	1b	NUM
ajceb-8885	134	6	(	(	PUNCT
ajceb-8885	134	7	h1b	h1b	PROPN
ajceb-8885	134	8	):	):	PUNCT
ajceb-8885	134	9	anti	anti	ADJ
ajceb-8885	134	10	-	-	ADJ
ajceb-8885	134	11	corruption	corruption	ADJ
ajceb-8885	134	12	systems	system	NOUN
ajceb-8885	134	13	with	with	ADP
ajceb-8885	134	14	good	good	ADJ
ajceb-8885	134	15	logic	logic	NOUN
ajceb-8885	134	16	will	will	AUX
ajceb-8885	134	17	have	have	VERB
ajceb-8885	134	18	a	a	DET
ajceb-8885	134	19	moderately	moderately	ADV
ajceb-8885	134	20	strong	strong	ADJ
ajceb-8885	134	21	effect	effect	NOUN
ajceb-8885	134	22	on	on	ADP
ajceb-8885	134	23	corruption	corruption	NOUN
ajceb-8885	134	24	manifestations	manifestation	NOUN
ajceb-8885	134	25	in	in	ADP
ajceb-8885	134	26	project	project	NOUN
ajceb-8885	134	27	planning	planning	NOUN
ajceb-8885	134	28	and	and	CCONJ
ajceb-8885	134	29	execution	execution	NOUN
ajceb-8885	134	30	.	.	PUNCT
ajceb-8885	135	1	hypothesis	hypothesis	NOUN
ajceb-8885	135	2	1c	1c	NOUN
ajceb-8885	135	3	(	(	PUNCT
ajceb-8885	135	4	h1c	h1c	ADV
ajceb-8885	135	5	):	):	PUNCT
ajceb-8885	135	6	anti	anti	ADJ
ajceb-8885	135	7	-	-	ADJ
ajceb-8885	135	8	corruption	corruption	ADJ
ajceb-8885	135	9	systems	system	NOUN
ajceb-8885	135	10	with	with	ADP
ajceb-8885	135	11	fair	fair	ADJ
ajceb-8885	135	12	logic	logic	NOUN
ajceb-8885	135	13	will	will	AUX
ajceb-8885	135	14	have	have	VERB
ajceb-8885	135	15	a	a	DET
ajceb-8885	135	16	weak	weak	ADJ
ajceb-8885	135	17	effect	effect	NOUN
ajceb-8885	135	18	on	on	ADP
ajceb-8885	135	19	corruption	corruption	NOUN
ajceb-8885	135	20	manifestation	manifestation	NOUN
ajceb-8885	135	21	in	in	ADP
ajceb-8885	135	22	project	project	NOUN
ajceb-8885	135	23	planning	planning	NOUN
ajceb-8885	135	24	and	and	CCONJ
ajceb-8885	135	25	execution	execution	NOUN
ajceb-8885	135	26	.	.	PUNCT
ajceb-8885	136	1	hypothesis	hypothesis	NOUN
ajceb-8885	136	2	1d	1d	NUM
ajceb-8885	136	3	(	(	PUNCT
ajceb-8885	136	4	h1d	h1d	NUM
ajceb-8885	136	5	):	):	PUNCT
ajceb-8885	136	6	anti	anti	ADJ
ajceb-8885	136	7	-	-	ADJ
ajceb-8885	136	8	corruption	corruption	ADJ
ajceb-8885	136	9	systems	system	NOUN
ajceb-8885	136	10	with	with	ADP
ajceb-8885	136	11	poor	poor	ADJ
ajceb-8885	136	12	logic	logic	NOUN
ajceb-8885	136	13	will	will	AUX
ajceb-8885	136	14	have	have	VERB
ajceb-8885	136	15	a	a	DET
ajceb-8885	136	16	very	very	ADV
ajceb-8885	136	17	weak	weak	ADJ
ajceb-8885	136	18	effect	effect	NOUN
ajceb-8885	136	19	on	on	ADP
ajceb-8885	136	20	corruption	corruption	NOUN
ajceb-8885	136	21	manifestation	manifestation	NOUN
ajceb-8885	136	22	in	in	ADP
ajceb-8885	136	23	project	project	NOUN
ajceb-8885	136	24	planning	planning	NOUN
ajceb-8885	136	25	and	and	CCONJ
ajceb-8885	136	26	execution	execution	NOUN
ajceb-8885	136	27	.	.	PUNCT
ajceb-8885	137	1	the	the	DET
ajceb-8885	137	2	hypothesised	hypothesised	ADJ
ajceb-8885	137	3	relationships	relationship	NOUN
ajceb-8885	137	4	in	in	ADP
ajceb-8885	137	5	the	the	DET
ajceb-8885	137	6	hypotheses	hypothesis	NOUN
ajceb-8885	137	7	are	be	AUX
ajceb-8885	137	8	summarised	summarise	VERB
ajceb-8885	137	9	in	in	ADP
ajceb-8885	137	10	figure	figure	NOUN
ajceb-8885	137	11	2	2	NUM
ajceb-8885	137	12	.	.	PUNCT
ajceb-8885	138	1	the	the	DET
ajceb-8885	138	2	main	main	ADJ
ajceb-8885	138	3	hypothesis	hypothesis	NOUN
ajceb-8885	138	4	,	,	PUNCT
ajceb-8885	138	5	as	as	SCONJ
ajceb-8885	138	6	shown	show	VERB
ajceb-8885	138	7	in	in	ADP
ajceb-8885	138	8	figure	figure	NOUN
ajceb-8885	138	9	2	2	NUM
ajceb-8885	138	10	,	,	PUNCT
ajceb-8885	138	11	illustrates	illustrate	VERB
ajceb-8885	138	12	that	that	SCONJ
ajceb-8885	138	13	there	there	PRON
ajceb-8885	138	14	is	be	VERB
ajceb-8885	138	15	an	an	DET
ajceb-8885	138	16	inverse	inverse	NOUN
ajceb-8885	138	17	relationship	relationship	NOUN
ajceb-8885	138	18	between	between	ADP
ajceb-8885	138	19	anti	anti	ADJ
ajceb-8885	138	20	-	-	ADJ
ajceb-8885	138	21	corruption	corruption	ADJ
ajceb-8885	138	22	systems	system	NOUN
ajceb-8885	138	23	and	and	CCONJ
ajceb-8885	138	24	corruption	corruption	NOUN
ajceb-8885	138	25	manifestations	manifestation	NOUN
ajceb-8885	138	26	in	in	ADP
ajceb-8885	138	27	project	project	NOUN
ajceb-8885	138	28	planning	planning	NOUN
ajceb-8885	138	29	and	and	CCONJ
ajceb-8885	138	30	execution	execution	NOUN
ajceb-8885	138	31	.	.	PUNCT
ajceb-8885	139	1	this	this	DET
ajceb-8885	139	2	hypothesis	hypothesis	NOUN
ajceb-8885	139	3	is	be	AUX
ajceb-8885	139	4	based	base	VERB
ajceb-8885	139	5	on	on	ADP
ajceb-8885	139	6	the	the	DET
ajceb-8885	139	7	insights	insight	NOUN
ajceb-8885	139	8	from	from	ADP
ajceb-8885	139	9	oberoi	oberoi	NOUN
ajceb-8885	139	10	(	(	PUNCT
ajceb-8885	139	11	2014	2014	NUM
ajceb-8885	139	12	)	)	PUNCT
ajceb-8885	139	13	,	,	PUNCT
ajceb-8885	139	14	mccusker	mccusker	NOUN
ajceb-8885	139	15	(	(	PUNCT
ajceb-8885	139	16	2006	2006	NUM
ajceb-8885	139	17	)	)	PUNCT
ajceb-8885	139	18	,	,	PUNCT
ajceb-8885	139	19	and	and	CCONJ
ajceb-8885	139	20	rizk	rizk	PROPN
ajceb-8885	139	21	,	,	PUNCT
ajceb-8885	139	22	sobh	sobh	NOUN
ajceb-8885	139	23	and	and	CCONJ
ajceb-8885	139	24	hamzeh	hamzeh	NOUN
ajceb-8885	139	25	(	(	PUNCT
ajceb-8885	139	26	2018	2018	NUM
ajceb-8885	139	27	)	)	PUNCT
ajceb-8885	139	28	.	.	PUNCT
ajceb-8885	140	1	figure	figure	NOUN
ajceb-8885	140	2	2	2	NUM
ajceb-8885	140	3	.	.	PUNCT
ajceb-8885	140	4	research	research	NOUN
ajceb-8885	140	5	framework	framework	NOUN
ajceb-8885	140	6	methods	method	NOUN
ajceb-8885	140	7	the	the	DET
ajceb-8885	140	8	study	study	NOUN
ajceb-8885	140	9	focuses	focus	VERB
ajceb-8885	140	10	on	on	ADP
ajceb-8885	140	11	the	the	DET
ajceb-8885	140	12	construction	construction	NOUN
ajceb-8885	140	13	industry	industry	NOUN
ajceb-8885	140	14	in	in	ADP
ajceb-8885	140	15	nigeria	nigeria	PROPN
ajceb-8885	140	16	;	;	PUNCT
ajceb-8885	140	17	hence	hence	ADV
ajceb-8885	140	18	the	the	DET
ajceb-8885	140	19	study	study	NOUN
ajceb-8885	140	20	population	population	NOUN
ajceb-8885	140	21	are	be	AUX
ajceb-8885	140	22	construction	construction	NOUN
ajceb-8885	140	23	stakeholders	stakeholder	NOUN
ajceb-8885	140	24	(	(	PUNCT
ajceb-8885	140	25	architect	architect	NOUN
ajceb-8885	140	26	,	,	PUNCT
ajceb-8885	140	27	builder	builder	NOUN
ajceb-8885	140	28	,	,	PUNCT
ajceb-8885	140	29	mechanical	mechanical	ADJ
ajceb-8885	140	30	engineer	engineer	NOUN
ajceb-8885	140	31	,	,	PUNCT
ajceb-8885	140	32	electrical	electrical	ADJ
ajceb-8885	140	33	engineer	engineer	NOUN
ajceb-8885	140	34	,	,	PUNCT
ajceb-8885	140	35	quantity	quantity	NOUN
ajceb-8885	140	36	surveyor	surveyor	NOUN
ajceb-8885	140	37	,	,	PUNCT
ajceb-8885	140	38	town	town	NOUN
ajceb-8885	140	39	planner	planner	NOUN
ajceb-8885	140	40	,	,	PUNCT
ajceb-8885	140	41	and	and	CCONJ
ajceb-8885	140	42	structural	structural	ADJ
ajceb-8885	140	43	/	/	SYM
ajceb-8885	140	44	civil	civil	ADJ
ajceb-8885	140	45	engineer	engineer	NOUN
ajceb-8885	140	46	)	)	PUNCT
ajceb-8885	140	47	in	in	ADP
ajceb-8885	140	48	lagos	lagos	NOUN
ajceb-8885	140	49	state	state	NOUN
ajceb-8885	140	50	,	,	PUNCT
ajceb-8885	140	51	nigeria	nigeria	PROPN
ajceb-8885	140	52	.	.	PUNCT
ajceb-8885	141	1	the	the	DET
ajceb-8885	141	2	study	study	NOUN
ajceb-8885	141	3	’s	’s	PART
ajceb-8885	141	4	sample	sample	NOUN
ajceb-8885	141	5	size	size	NOUN
ajceb-8885	141	6	was	be	AUX
ajceb-8885	141	7	determined	determine	VERB
ajceb-8885	141	8	by	by	ADP
ajceb-8885	141	9	randomly	randomly	ADV
ajceb-8885	141	10	selecting	select	VERB
ajceb-8885	141	11	the	the	DET
ajceb-8885	141	12	research	research	NOUN
ajceb-8885	141	13	participants	participant	NOUN
ajceb-8885	141	14	from	from	ADP
ajceb-8885	141	15	each	each	PRON
ajceb-8885	141	16	of	of	ADP
ajceb-8885	141	17	the	the	DET
ajceb-8885	141	18	professional	professional	ADJ
ajceb-8885	141	19	categories	category	NOUN
ajceb-8885	141	20	.	.	PUNCT
ajceb-8885	142	1	this	this	PRON
ajceb-8885	142	2	gives	give	VERB
ajceb-8885	142	3	a	a	DET
ajceb-8885	142	4	total	total	ADJ
ajceb-8885	142	5	sample	sample	NOUN
ajceb-8885	142	6	size	size	NOUN
ajceb-8885	142	7	of	of	ADP
ajceb-8885	142	8	181	181	NUM
ajceb-8885	142	9	.	.	PUNCT
ajceb-8885	143	1	this	this	DET
ajceb-8885	143	2	sample	sample	NOUN
ajceb-8885	143	3	size	size	NOUN
ajceb-8885	143	4	is	be	AUX
ajceb-8885	143	5	considered	consider	VERB
ajceb-8885	143	6	appropriate	appropriate	ADJ
ajceb-8885	143	7	because	because	SCONJ
ajceb-8885	143	8	the	the	DET
ajceb-8885	143	9	rule	rule	NOUN
ajceb-8885	143	10	of	of	ADP
ajceb-8885	143	11	thumb	thumb	NOUN
ajceb-8885	143	12	for	for	ADP
ajceb-8885	143	13	establishing	establish	VERB
ajceb-8885	143	14	the	the	DET
ajceb-8885	143	15	permissible	permissible	ADJ
ajceb-8885	143	16	sample	sample	NOUN
ajceb-8885	143	17	size	size	NOUN
ajceb-8885	143	18	for	for	ADP
ajceb-8885	143	19	multiple	multiple	ADJ
ajceb-8885	143	20	linear	linear	ADJ
ajceb-8885	143	21	regression	regression	NOUN
ajceb-8885	143	22	states	state	VERB
ajceb-8885	143	23	that	that	SCONJ
ajceb-8885	143	24	at	at	ADV
ajceb-8885	143	25	least	least	ADV
ajceb-8885	143	26	10	10	NUM
ajceb-8885	143	27	observations	observation	NOUN
ajceb-8885	143	28	per	per	ADP
ajceb-8885	143	29	variable	variable	NOUN
ajceb-8885	143	30	should	should	AUX
ajceb-8885	143	31	be	be	AUX
ajceb-8885	143	32	included	include	VERB
ajceb-8885	143	33	(	(	PUNCT
ajceb-8885	143	34	vanvoorhis	vanvoorhis	PROPN
ajceb-8885	143	35	and	and	CCONJ
ajceb-8885	143	36	morgan	morgan	PROPN
ajceb-8885	143	37	,	,	PUNCT
ajceb-8885	143	38	2007	2007	NUM
ajceb-8885	143	39	)	)	PUNCT
ajceb-8885	143	40	.	.	PUNCT
ajceb-8885	144	1	this	this	DET
ajceb-8885	144	2	study	study	NOUN
ajceb-8885	144	3	has	have	VERB
ajceb-8885	144	4	four	four	NUM
ajceb-8885	144	5	major	major	ADJ
ajceb-8885	144	6	variables	variable	NOUN
ajceb-8885	144	7	,	,	PUNCT
ajceb-8885	144	8	resulting	result	VERB
ajceb-8885	144	9	in	in	ADP
ajceb-8885	144	10	a	a	DET
ajceb-8885	144	11	sample	sample	NOUN
ajceb-8885	144	12	size	size	NOUN
ajceb-8885	144	13	of	of	ADP
ajceb-8885	144	14	at	at	ADV
ajceb-8885	144	15	least	least	ADV
ajceb-8885	144	16	40	40	NUM
ajceb-8885	144	17	people	people	NOUN
ajceb-8885	144	18	.	.	PUNCT
ajceb-8885	145	1	random	random	ADJ
ajceb-8885	145	2	sampling	sampling	NOUN
ajceb-8885	145	3	technique	technique	NOUN
ajceb-8885	145	4	was	be	AUX
ajceb-8885	145	5	preferred	prefer	VERB
ajceb-8885	145	6	to	to	ADP
ajceb-8885	145	7	other	other	ADJ
ajceb-8885	145	8	techniques	technique	NOUN
ajceb-8885	145	9	because	because	SCONJ
ajceb-8885	145	10	it	it	PRON
ajceb-8885	145	11	is	be	AUX
ajceb-8885	145	12	free	free	ADJ
ajceb-8885	145	13	from	from	ADP
ajceb-8885	145	14	bias	bias	NOUN
ajceb-8885	145	15	,	,	PUNCT
ajceb-8885	145	16	easy	easy	ADJ
ajceb-8885	145	17	to	to	PART
ajceb-8885	145	18	implement	implement	VERB
ajceb-8885	145	19	,	,	PUNCT
ajceb-8885	145	20	enables	enable	VERB
ajceb-8885	145	21	the	the	DET
ajceb-8885	145	22	making	making	NOUN
ajceb-8885	145	23	of	of	ADP
ajceb-8885	145	24	statistical	statistical	ADJ
ajceb-8885	145	25	inferences	inference	NOUN
ajceb-8885	145	26	about	about	ADP
ajceb-8885	145	27	a	a	DET
ajceb-8885	145	28	population	population	NOUN
ajceb-8885	145	29	,	,	PUNCT
ajceb-8885	145	30	helps	help	VERB
ajceb-8885	145	31	ensure	ensure	VERB
ajceb-8885	145	32	high	high	ADJ
ajceb-8885	145	33	internal	internal	ADJ
ajceb-8885	145	34	validity	validity	NOUN
ajceb-8885	145	35	,	,	PUNCT
ajceb-8885	145	36	and	and	CCONJ
ajceb-8885	145	37	allows	allow	VERB
ajceb-8885	145	38	all	all	DET
ajceb-8885	145	39	the	the	DET
ajceb-8885	145	40	units	unit	NOUN
ajceb-8885	145	41	in	in	ADP
ajceb-8885	145	42	the	the	DET
ajceb-8885	145	43	population	population	NOUN
ajceb-8885	145	44	to	to	PART
ajceb-8885	145	45	have	have	VERB
ajceb-8885	145	46	an	an	DET
ajceb-8885	145	47	equal	equal	ADJ
ajceb-8885	145	48	chance	chance	NOUN
ajceb-8885	145	49	of	of	ADP
ajceb-8885	145	50	being	be	AUX
ajceb-8885	145	51	selected	select	VERB
ajceb-8885	145	52	(	(	PUNCT
ajceb-8885	145	53	etikan	etikan	PROPN
ajceb-8885	145	54	and	and	CCONJ
ajceb-8885	145	55	bala	bala	PROPN
ajceb-8885	145	56	,	,	PUNCT
ajceb-8885	145	57	2017	2017	NUM
ajceb-8885	145	58	)	)	PUNCT
ajceb-8885	145	59	.	.	PUNCT
ajceb-8885	146	1	the	the	DET
ajceb-8885	146	2	social	social	ADJ
ajceb-8885	146	3	-	-	PUNCT
ajceb-8885	146	4	demographic	demographic	ADJ
ajceb-8885	146	5	variables	variable	NOUN
ajceb-8885	146	6	of	of	ADP
ajceb-8885	146	7	the	the	DET
ajceb-8885	146	8	research	research	NOUN
ajceb-8885	146	9	participants	participant	NOUN
ajceb-8885	146	10	included	include	VERB
ajceb-8885	146	11	profession	profession	NOUN
ajceb-8885	146	12	(	(	PUNCT
ajceb-8885	146	13	architect	architect	NOUN
ajceb-8885	146	14	–	–	PUNCT
ajceb-8885	146	15	15.7	15.7	NUM
ajceb-8885	146	16	%	%	NOUN
ajceb-8885	146	17	,	,	PUNCT
ajceb-8885	146	18	builder	builder	NOUN
ajceb-8885	146	19	–	–	PUNCT
ajceb-8885	146	20	31.5	31.5	NUM
ajceb-8885	146	21	%	%	NOUN
ajceb-8885	146	22	,	,	PUNCT
ajceb-8885	146	23	mechanical	mechanical	ADJ
ajceb-8885	146	24	engineer	engineer	NOUN
ajceb-8885	146	25	–	–	PUNCT
ajceb-8885	146	26	13.5	13.5	NUM
ajceb-8885	146	27	%	%	NOUN
ajceb-8885	146	28	,	,	PUNCT
ajceb-8885	146	29	electrical	electrical	ADJ
ajceb-8885	146	30	engineer	engineer	NOUN
ajceb-8885	146	31	–	–	PUNCT
ajceb-8885	146	32	6.7	6.7	NUM
ajceb-8885	146	33	%	%	NOUN
ajceb-8885	146	34	,	,	PUNCT
ajceb-8885	146	35	quantity	quantity	NOUN
ajceb-8885	146	36	surveyor	surveyor	NOUN
ajceb-8885	146	37	–	–	PUNCT
ajceb-8885	146	38	13.5	13.5	NUM
ajceb-8885	146	39	%	%	NOUN
ajceb-8885	146	40	,	,	PUNCT
ajceb-8885	146	41	town	town	NOUN
ajceb-8885	146	42	planner	planner	NOUN
ajceb-8885	146	43	–	–	PUNCT
ajceb-8885	146	44	9	9	NUM
ajceb-8885	146	45	%	%	NOUN
ajceb-8885	146	46	,	,	PUNCT
ajceb-8885	146	47	structural	structural	ADJ
ajceb-8885	146	48	/	/	SYM
ajceb-8885	146	49	civil	civil	ADJ
ajceb-8885	146	50	engineer	engineer	NOUN
ajceb-8885	146	51	–	–	PUNCT
ajceb-8885	146	52	10	10	NUM
ajceb-8885	146	53	%	%	NOUN
ajceb-8885	146	54	)	)	PUNCT
ajceb-8885	146	55	,	,	PUNCT
ajceb-8885	146	56	education	education	NOUN
ajceb-8885	146	57	level	level	NOUN
ajceb-8885	146	58	(	(	PUNCT
ajceb-8885	146	59	phd	phd	NOUN
ajceb-8885	146	60	–	–	PUNCT
ajceb-8885	146	61	2.2	2.2	NUM
ajceb-8885	146	62	%	%	NOUN
ajceb-8885	146	63	,	,	PUNCT
ajceb-8885	146	64	msc	msc	PROPN
ajceb-8885	146	65	–	–	PUNCT
ajceb-8885	146	66	24.7	24.7	NUM
ajceb-8885	146	67	%	%	NOUN
ajceb-8885	146	68	,	,	PUNCT
ajceb-8885	146	69	bsc	bsc	PROPN
ajceb-8885	146	70	–	–	PUNCT
ajceb-8885	146	71	oluseye	oluseye	NOUN
ajceb-8885	146	72	et	et	NOUN
ajceb-8885	146	73	al	al	PROPN
ajceb-8885	146	74	.	.	PUNCT
ajceb-8885	147	1	construction	construction	NOUN
ajceb-8885	147	2	economics	economic	NOUN
ajceb-8885	147	3	and	and	CCONJ
ajceb-8885	147	4	building	building	NOUN
ajceb-8885	147	5	,	,	PUNCT
ajceb-8885	147	6	vol	vol	NOUN
ajceb-8885	147	7	.	.	PROPN
ajceb-8885	147	8	23	23	NUM
ajceb-8885	147	9	,	,	PUNCT
ajceb-8885	147	10	no	no	INTJ
ajceb-8885	147	11	.	.	NOUN
ajceb-8885	148	1	3/4	3/4	NUM
ajceb-8885	148	2	december	december	PROPN
ajceb-8885	148	3	2023191	2023191	NUM
ajceb-8885	148	4	42.7	42.7	NUM
ajceb-8885	148	5	%	%	NOUN
ajceb-8885	148	6	,	,	PUNCT
ajceb-8885	148	7	hnd	hnd	X
ajceb-8885	148	8	–	–	PUNCT
ajceb-8885	148	9	24.7	24.7	NUM
ajceb-8885	148	10	%	%	NOUN
ajceb-8885	148	11	)	)	PUNCT
ajceb-8885	148	12	,	,	PUNCT
ajceb-8885	148	13	experience	experience	NOUN
ajceb-8885	148	14	(	(	PUNCT
ajceb-8885	148	15	less	less	ADJ
ajceb-8885	148	16	than	than	ADP
ajceb-8885	148	17	5	5	NUM
ajceb-8885	148	18	years	year	NOUN
ajceb-8885	148	19	–	–	PUNCT
ajceb-8885	148	20	24.7	24.7	NUM
ajceb-8885	148	21	%	%	NOUN
ajceb-8885	148	22	,	,	PUNCT
ajceb-8885	148	23	5	5	NUM
ajceb-8885	148	24	-	-	SYM
ajceb-8885	148	25	10	10	NUM
ajceb-8885	148	26	years	year	NOUN
ajceb-8885	148	27	–	–	PUNCT
ajceb-8885	148	28	33.7	33.7	NUM
ajceb-8885	148	29	%	%	NOUN
ajceb-8885	148	30	,	,	PUNCT
ajceb-8885	148	31	11	11	NUM
ajceb-8885	148	32	–	–	SYM
ajceb-8885	148	33	15	15	NUM
ajceb-8885	148	34	years	year	NOUN
ajceb-8885	148	35	–	–	PUNCT
ajceb-8885	148	36	34.8	34.8	NUM
ajceb-8885	148	37	%	%	NOUN
ajceb-8885	148	38	,	,	PUNCT
ajceb-8885	148	39	16	16	NUM
ajceb-8885	148	40	years	year	NOUN
ajceb-8885	148	41	and	and	CCONJ
ajceb-8885	148	42	above	above	ADV
ajceb-8885	148	43	–	–	PUNCT
ajceb-8885	148	44	6.7	6.7	NUM
ajceb-8885	148	45	%	%	NOUN
ajceb-8885	148	46	)	)	PUNCT
ajceb-8885	148	47	,	,	PUNCT
ajceb-8885	148	48	and	and	CCONJ
ajceb-8885	148	49	projects	project	VERB
ajceb-8885	148	50	participation	participation	NOUN
ajceb-8885	148	51	(	(	PUNCT
ajceb-8885	148	52	less	less	ADJ
ajceb-8885	148	53	than	than	ADP
ajceb-8885	148	54	5	5	NUM
ajceb-8885	148	55	projects	project	NOUN
ajceb-8885	148	56	–	–	PUNCT
ajceb-8885	148	57	33.7	33.7	NUM
ajceb-8885	148	58	%	%	NOUN
ajceb-8885	148	59	,	,	PUNCT
ajceb-8885	148	60	5	5	NUM
ajceb-8885	148	61	–	–	SYM
ajceb-8885	148	62	10	10	NUM
ajceb-8885	148	63	projects	project	NOUN
ajceb-8885	148	64	–	–	PUNCT
ajceb-8885	148	65	30.3	30.3	NUM
ajceb-8885	148	66	%	%	NOUN
ajceb-8885	148	67	,	,	PUNCT
ajceb-8885	148	68	11	11	NUM
ajceb-8885	148	69	-	-	SYM
ajceb-8885	148	70	15	15	NUM
ajceb-8885	148	71	projects	project	NOUN
ajceb-8885	148	72	–	–	PUNCT
ajceb-8885	148	73	20.2	20.2	NUM
ajceb-8885	148	74	%	%	NOUN
ajceb-8885	148	75	,	,	PUNCT
ajceb-8885	148	76	16	16	NUM
ajceb-8885	148	77	-	-	SYM
ajceb-8885	148	78	20	20	NUM
ajceb-8885	148	79	projects	project	NOUN
ajceb-8885	148	80	–	–	PUNCT
ajceb-8885	148	81	6.7	6.7	NUM
ajceb-8885	148	82	%	%	NOUN
ajceb-8885	148	83	,	,	PUNCT
ajceb-8885	148	84	more	more	ADJ
ajceb-8885	148	85	than	than	ADP
ajceb-8885	148	86	21	21	NUM
ajceb-8885	148	87	projects	project	NOUN
ajceb-8885	148	88	–	–	PUNCT
ajceb-8885	148	89	9	9	NUM
ajceb-8885	148	90	%	%	NOUN
ajceb-8885	148	91	)	)	PUNCT
ajceb-8885	148	92	.	.	PUNCT
ajceb-8885	149	1	anti	anti	ADJ
ajceb-8885	149	2	-	-	ADJ
ajceb-8885	149	3	corruption	corruption	ADJ
ajceb-8885	149	4	systems	system	NOUN
ajceb-8885	149	5	and	and	CCONJ
ajceb-8885	149	6	corruption	corruption	NOUN
ajceb-8885	149	7	manifestation	manifestation	NOUN
ajceb-8885	149	8	in	in	ADP
ajceb-8885	149	9	project	project	NOUN
ajceb-8885	149	10	planning	planning	NOUN
ajceb-8885	149	11	and	and	CCONJ
ajceb-8885	149	12	execution	execution	NOUN
ajceb-8885	149	13	are	be	AUX
ajceb-8885	149	14	the	the	DET
ajceb-8885	149	15	main	main	ADJ
ajceb-8885	149	16	constructs	construct	NOUN
ajceb-8885	149	17	for	for	ADP
ajceb-8885	149	18	this	this	DET
ajceb-8885	149	19	study	study	NOUN
ajceb-8885	149	20	.	.	PUNCT
ajceb-8885	150	1	twenty	twenty	NUM
ajceb-8885	150	2	-	-	PUNCT
ajceb-8885	150	3	four	four	NUM
ajceb-8885	150	4	(	(	PUNCT
ajceb-8885	150	5	24	24	NUM
ajceb-8885	150	6	)	)	PUNCT
ajceb-8885	150	7	indicators	indicator	NOUN
ajceb-8885	150	8	were	be	AUX
ajceb-8885	150	9	used	use	VERB
ajceb-8885	150	10	to	to	PART
ajceb-8885	150	11	measure	measure	VERB
ajceb-8885	150	12	corruption	corruption	NOUN
ajceb-8885	150	13	manifestation	manifestation	NOUN
ajceb-8885	150	14	in	in	ADP
ajceb-8885	150	15	project	project	NOUN
ajceb-8885	150	16	planning	planning	NOUN
ajceb-8885	150	17	and	and	CCONJ
ajceb-8885	150	18	execution	execution	NOUN
ajceb-8885	150	19	,	,	PUNCT
ajceb-8885	150	20	while	while	SCONJ
ajceb-8885	150	21	the	the	DET
ajceb-8885	150	22	anti	anti	ADJ
ajceb-8885	150	23	-	-	ADJ
ajceb-8885	150	24	corruption	corruption	ADJ
ajceb-8885	150	25	system	system	NOUN
ajceb-8885	150	26	was	be	AUX
ajceb-8885	150	27	divided	divide	VERB
ajceb-8885	150	28	into	into	ADP
ajceb-8885	150	29	three	three	NUM
ajceb-8885	150	30	subconstructs	subconstruct	NOUN
ajceb-8885	150	31	,	,	PUNCT
ajceb-8885	150	32	namely	namely	ADV
ajceb-8885	150	33	,	,	PUNCT
ajceb-8885	150	34	precautionary	precautionary	ADJ
ajceb-8885	150	35	,	,	PUNCT
ajceb-8885	150	36	reactionary	reactionary	ADJ
ajceb-8885	150	37	,	,	PUNCT
ajceb-8885	150	38	and	and	CCONJ
ajceb-8885	150	39	strategic	strategic	ADJ
ajceb-8885	150	40	systems	system	NOUN
ajceb-8885	150	41	.	.	PUNCT
ajceb-8885	151	1	the	the	DET
ajceb-8885	151	2	indicators	indicator	NOUN
ajceb-8885	151	3	for	for	ADP
ajceb-8885	151	4	corruption	corruption	NOUN
ajceb-8885	151	5	manifestations	manifestation	NOUN
ajceb-8885	151	6	were	be	AUX
ajceb-8885	151	7	adopted	adopt	VERB
ajceb-8885	151	8	from	from	ADP
ajceb-8885	151	9	olugboyega	olugboyega	PROPN
ajceb-8885	151	10	,	,	PUNCT
ajceb-8885	151	11	et	et	PROPN
ajceb-8885	151	12	al	al	PROPN
ajceb-8885	151	13	.	.	PROPN
ajceb-8885	151	14	,	,	PUNCT
ajceb-8885	151	15	(	(	PUNCT
ajceb-8885	151	16	2023	2023	NUM
ajceb-8885	151	17	)	)	PUNCT
ajceb-8885	151	18	.	.	PUNCT
ajceb-8885	152	1	the	the	DET
ajceb-8885	152	2	anti	anti	ADJ
ajceb-8885	152	3	-	-	ADJ
ajceb-8885	152	4	corruption	corruption	ADJ
ajceb-8885	152	5	systems	system	NOUN
ajceb-8885	152	6	were	be	AUX
ajceb-8885	152	7	formulated	formulate	VERB
ajceb-8885	152	8	from	from	ADP
ajceb-8885	152	9	the	the	DET
ajceb-8885	152	10	anticorruption	anticorruption	NOUN
ajceb-8885	152	11	measures	measure	NOUN
ajceb-8885	152	12	identified	identify	VERB
ajceb-8885	152	13	from	from	ADP
ajceb-8885	152	14	fan	fan	PROPN
ajceb-8885	152	15	,	,	PUNCT
ajceb-8885	152	16	et	et	PROPN
ajceb-8885	152	17	al	al	PROPN
ajceb-8885	152	18	.	.	PROPN
ajceb-8885	153	1	(	(	PUNCT
ajceb-8885	153	2	2022	2022	NUM
ajceb-8885	153	3	)	)	PUNCT
ajceb-8885	153	4	,	,	PUNCT
ajceb-8885	153	5	bertot	bertot	NOUN
ajceb-8885	153	6	,	,	PUNCT
ajceb-8885	153	7	jaeger	jaeger	NOUN
ajceb-8885	153	8	and	and	CCONJ
ajceb-8885	153	9	grimes	grime	NOUN
ajceb-8885	153	10	,	,	PUNCT
ajceb-8885	153	11	(	(	PUNCT
ajceb-8885	153	12	2010	2010	NUM
ajceb-8885	153	13	)	)	PUNCT
ajceb-8885	153	14	,	,	PUNCT
ajceb-8885	153	15	nnadozie	nnadozie	NOUN
ajceb-8885	153	16	(	(	PUNCT
ajceb-8885	153	17	2021	2021	NUM
ajceb-8885	153	18	)	)	PUNCT
ajceb-8885	153	19	,	,	PUNCT
ajceb-8885	153	20	and	and	CCONJ
ajceb-8885	153	21	owusu	owusu	PROPN
ajceb-8885	153	22	,	,	PUNCT
ajceb-8885	153	23	et	et	PROPN
ajceb-8885	153	24	al	al	PROPN
ajceb-8885	153	25	.	.	PROPN
ajceb-8885	154	1	(	(	PUNCT
ajceb-8885	154	2	2019	2019	NUM
ajceb-8885	154	3	)	)	PUNCT
ajceb-8885	154	4	.	.	PUNCT
ajceb-8885	155	1	precautionary	precautionary	ADJ
ajceb-8885	155	2	systems	system	NOUN
ajceb-8885	155	3	were	be	AUX
ajceb-8885	155	4	measured	measure	VERB
ajceb-8885	155	5	using	use	VERB
ajceb-8885	155	6	eleven	eleven	NUM
ajceb-8885	155	7	(	(	PUNCT
ajceb-8885	155	8	11	11	NUM
ajceb-8885	155	9	)	)	PUNCT
ajceb-8885	155	10	variables	variable	NOUN
ajceb-8885	155	11	,	,	PUNCT
ajceb-8885	155	12	reactionary	reactionary	ADJ
ajceb-8885	155	13	systems	system	NOUN
ajceb-8885	155	14	were	be	AUX
ajceb-8885	155	15	measured	measure	VERB
ajceb-8885	155	16	using	use	VERB
ajceb-8885	155	17	eight	eight	NUM
ajceb-8885	155	18	(	(	PUNCT
ajceb-8885	155	19	8)	8)	NUM
ajceb-8885	155	20	variables	variable	NOUN
ajceb-8885	155	21	,	,	PUNCT
ajceb-8885	155	22	and	and	CCONJ
ajceb-8885	155	23	strategic	strategic	ADJ
ajceb-8885	155	24	systems	system	NOUN
ajceb-8885	155	25	were	be	AUX
ajceb-8885	155	26	measured	measure	VERB
ajceb-8885	155	27	using	use	VERB
ajceb-8885	155	28	ten	ten	NUM
ajceb-8885	155	29	(	(	PUNCT
ajceb-8885	155	30	10	10	NUM
ajceb-8885	155	31	)	)	PUNCT
ajceb-8885	155	32	variables	variable	NOUN
ajceb-8885	155	33	.	.	PUNCT
ajceb-8885	156	1	the	the	DET
ajceb-8885	156	2	measured	measure	VERB
ajceb-8885	156	3	variables	variable	NOUN
ajceb-8885	156	4	for	for	ADP
ajceb-8885	156	5	these	these	DET
ajceb-8885	156	6	subconstructs	subconstruct	NOUN
ajceb-8885	156	7	are	be	AUX
ajceb-8885	156	8	presented	present	VERB
ajceb-8885	156	9	in	in	ADP
ajceb-8885	156	10	table	table	NOUN
ajceb-8885	156	11	2	2	NUM
ajceb-8885	156	12	.	.	PUNCT
ajceb-8885	157	1	the	the	DET
ajceb-8885	157	2	questionnaire	questionnaire	NOUN
ajceb-8885	157	3	was	be	AUX
ajceb-8885	157	4	subjected	subject	VERB
ajceb-8885	157	5	to	to	PART
ajceb-8885	157	6	content	content	VERB
ajceb-8885	157	7	validation	validation	NOUN
ajceb-8885	157	8	prior	prior	ADV
ajceb-8885	157	9	to	to	ADP
ajceb-8885	157	10	the	the	DET
ajceb-8885	157	11	survey	survey	NOUN
ajceb-8885	157	12	by	by	ADP
ajceb-8885	157	13	delivering	deliver	VERB
ajceb-8885	157	14	it	it	PRON
ajceb-8885	157	15	to	to	ADP
ajceb-8885	157	16	twelve	twelve	NUM
ajceb-8885	157	17	subject	subject	ADJ
ajceb-8885	157	18	specialists	specialist	NOUN
ajceb-8885	157	19	,	,	PUNCT
ajceb-8885	157	20	who	who	PRON
ajceb-8885	157	21	examined	examine	VERB
ajceb-8885	157	22	the	the	DET
ajceb-8885	157	23	contents	content	NOUN
ajceb-8885	157	24	of	of	ADP
ajceb-8885	157	25	the	the	DET
ajceb-8885	157	26	questionnaire	questionnaire	NOUN
ajceb-8885	157	27	items	item	NOUN
ajceb-8885	157	28	to	to	PART
ajceb-8885	157	29	see	see	VERB
ajceb-8885	157	30	if	if	SCONJ
ajceb-8885	157	31	they	they	PRON
ajceb-8885	157	32	represented	represent	VERB
ajceb-8885	157	33	the	the	DET
ajceb-8885	157	34	whole	whole	ADJ
ajceb-8885	157	35	theoretical	theoretical	ADJ
ajceb-8885	157	36	construct	construct	NOUN
ajceb-8885	157	37	of	of	ADP
ajceb-8885	157	38	the	the	DET
ajceb-8885	157	39	planned	plan	VERB
ajceb-8885	157	40	model	model	NOUN
ajceb-8885	157	41	of	of	ADP
ajceb-8885	157	42	the	the	DET
ajceb-8885	157	43	problem	problem	NOUN
ajceb-8885	157	44	under	under	ADP
ajceb-8885	157	45	examination	examination	NOUN
ajceb-8885	157	46	.	.	PUNCT
ajceb-8885	158	1	sixteen	sixteen	NUM
ajceb-8885	158	2	postgraduate	postgraduate	ADJ
ajceb-8885	158	3	students	student	NOUN
ajceb-8885	158	4	were	be	AUX
ajceb-8885	158	5	also	also	ADV
ajceb-8885	158	6	used	use	VERB
ajceb-8885	158	7	to	to	PART
ajceb-8885	158	8	pilot	pilot	NOUN
ajceb-8885	158	9	-	-	PUNCT
ajceb-8885	158	10	test	test	VERB
ajceb-8885	158	11	the	the	DET
ajceb-8885	158	12	questionnaire	questionnaire	NOUN
ajceb-8885	158	13	.	.	PUNCT
ajceb-8885	159	1	the	the	DET
ajceb-8885	159	2	professionals	professional	NOUN
ajceb-8885	159	3	and	and	CCONJ
ajceb-8885	159	4	postgraduate	postgraduate	NOUN
ajceb-8885	159	5	students	student	NOUN
ajceb-8885	159	6	completed	complete	VERB
ajceb-8885	159	7	the	the	DET
ajceb-8885	159	8	survey	survey	NOUN
ajceb-8885	159	9	and	and	CCONJ
ajceb-8885	159	10	provided	provide	VERB
ajceb-8885	159	11	feedback	feedback	NOUN
ajceb-8885	159	12	to	to	PART
ajceb-8885	159	13	help	help	VERB
ajceb-8885	159	14	enhance	enhance	VERB
ajceb-8885	159	15	the	the	DET
ajceb-8885	159	16	questionnaire	questionnaire	NOUN
ajceb-8885	159	17	.	.	PUNCT
ajceb-8885	160	1	the	the	DET
ajceb-8885	160	2	internal	internal	ADJ
ajceb-8885	160	3	consistency	consistency	NOUN
ajceb-8885	160	4	of	of	ADP
ajceb-8885	160	5	the	the	DET
ajceb-8885	160	6	items	item	NOUN
ajceb-8885	160	7	in	in	ADP
ajceb-8885	160	8	the	the	DET
ajceb-8885	160	9	questionnaire	questionnaire	NOUN
ajceb-8885	160	10	was	be	AUX
ajceb-8885	160	11	verified	verify	VERB
ajceb-8885	160	12	using	use	VERB
ajceb-8885	160	13	cronbach	cronbach	NOUN
ajceb-8885	160	14	’s	’s	PART
ajceb-8885	160	15	alpha	alpha	NOUN
ajceb-8885	160	16	to	to	PART
ajceb-8885	160	17	see	see	VERB
ajceb-8885	160	18	if	if	SCONJ
ajceb-8885	160	19	the	the	DET
ajceb-8885	160	20	items	item	NOUN
ajceb-8885	160	21	were	be	AUX
ajceb-8885	160	22	consistent	consistent	ADJ
ajceb-8885	160	23	.	.	PUNCT
ajceb-8885	161	1	the	the	DET
ajceb-8885	161	2	value	value	NOUN
ajceb-8885	161	3	of	of	ADP
ajceb-8885	161	4	cronbach	cronbach	PROPN
ajceb-8885	161	5	’s	’s	PART
ajceb-8885	161	6	alpha	alpha	NOUN
ajceb-8885	161	7	ranged	range	VERB
ajceb-8885	161	8	between	between	ADP
ajceb-8885	161	9	0.77	0.77	NUM
ajceb-8885	161	10	to	to	ADP
ajceb-8885	161	11	0.89	0.89	NUM
ajceb-8885	161	12	.	.	PUNCT
ajceb-8885	162	1	taber	taber	PROPN
ajceb-8885	162	2	(	(	PUNCT
ajceb-8885	162	3	2018	2018	NUM
ajceb-8885	162	4	)	)	PUNCT
ajceb-8885	162	5	considers	consider	VERB
ajceb-8885	162	6	this	this	DET
ajceb-8885	162	7	range	range	NOUN
ajceb-8885	162	8	to	to	PART
ajceb-8885	162	9	be	be	AUX
ajceb-8885	162	10	acceptable	acceptable	ADJ
ajceb-8885	162	11	.	.	PUNCT
ajceb-8885	163	1	the	the	DET
ajceb-8885	163	2	questionnaire	questionnaire	NOUN
ajceb-8885	163	3	survey	survey	NOUN
ajceb-8885	163	4	to	to	PART
ajceb-8885	163	5	test	test	VERB
ajceb-8885	163	6	the	the	DET
ajceb-8885	163	7	hypotheses	hypothesis	NOUN
ajceb-8885	163	8	was	be	AUX
ajceb-8885	163	9	self	self	NOUN
ajceb-8885	163	10	-	-	PUNCT
ajceb-8885	163	11	administered	administer	VERB
ajceb-8885	163	12	to	to	ADP
ajceb-8885	163	13	a	a	DET
ajceb-8885	163	14	random	random	ADJ
ajceb-8885	163	15	sample	sample	NOUN
ajceb-8885	163	16	of	of	ADP
ajceb-8885	163	17	181	181	NUM
ajceb-8885	163	18	construction	construction	NOUN
ajceb-8885	163	19	stakeholders	stakeholder	NOUN
ajceb-8885	163	20	in	in	ADP
ajceb-8885	163	21	lagos	lagos	NOUN
ajceb-8885	163	22	state	state	NOUN
ajceb-8885	163	23	,	,	PUNCT
ajceb-8885	163	24	nigeria	nigeria	PROPN
ajceb-8885	163	25	.	.	PUNCT
ajceb-8885	164	1	the	the	DET
ajceb-8885	164	2	questionnaire	questionnaire	NOUN
ajceb-8885	164	3	was	be	AUX
ajceb-8885	164	4	divided	divide	VERB
ajceb-8885	164	5	into	into	ADP
ajceb-8885	164	6	three	three	NUM
ajceb-8885	164	7	fundamental	fundamental	ADJ
ajceb-8885	164	8	areas	area	NOUN
ajceb-8885	164	9	:	:	PUNCT
ajceb-8885	164	10	the	the	DET
ajceb-8885	164	11	sociodemographic	sociodemographic	ADJ
ajceb-8885	164	12	profile	profile	NOUN
ajceb-8885	164	13	of	of	ADP
ajceb-8885	164	14	respondents	respondent	NOUN
ajceb-8885	164	15	,	,	PUNCT
ajceb-8885	164	16	corruption	corruption	NOUN
ajceb-8885	164	17	manifestations	manifestation	NOUN
ajceb-8885	164	18	in	in	ADP
ajceb-8885	164	19	project	project	NOUN
ajceb-8885	164	20	planning	planning	NOUN
ajceb-8885	164	21	and	and	CCONJ
ajceb-8885	164	22	execution	execution	NOUN
ajceb-8885	164	23	,	,	PUNCT
ajceb-8885	164	24	and	and	CCONJ
ajceb-8885	164	25	anti	anti	ADJ
ajceb-8885	164	26	-	-	ADJ
ajceb-8885	164	27	corruption	corruption	ADJ
ajceb-8885	164	28	systems	system	NOUN
ajceb-8885	164	29	impacting	impact	VERB
ajceb-8885	164	30	the	the	DET
ajceb-8885	164	31	corruption	corruption	NOUN
ajceb-8885	164	32	manifestations	manifestation	NOUN
ajceb-8885	164	33	.	.	PUNCT
ajceb-8885	165	1	respondents	respondent	NOUN
ajceb-8885	165	2	were	be	AUX
ajceb-8885	165	3	approached	approach	VERB
ajceb-8885	165	4	to	to	PART
ajceb-8885	165	5	offer	offer	VERB
ajceb-8885	165	6	their	their	PRON
ajceb-8885	165	7	viewpoints	viewpoint	NOUN
ajceb-8885	165	8	as	as	ADP
ajceb-8885	165	9	per	per	ADP
ajceb-8885	165	10	the	the	DET
ajceb-8885	165	11	inquiries	inquiry	NOUN
ajceb-8885	165	12	,	,	PUNCT
ajceb-8885	165	13	adhering	adhere	VERB
ajceb-8885	165	14	to	to	ADP
ajceb-8885	165	15	the	the	DET
ajceb-8885	165	16	instructions	instruction	NOUN
ajceb-8885	165	17	given	give	VERB
ajceb-8885	165	18	in	in	ADP
ajceb-8885	165	19	each	each	DET
ajceb-8885	165	20	part	part	NOUN
ajceb-8885	165	21	.	.	PUNCT
ajceb-8885	166	1	multiple	multiple	ADJ
ajceb-8885	166	2	linear	linear	ADJ
ajceb-8885	166	3	regression	regression	NOUN
ajceb-8885	166	4	(	(	PUNCT
ajceb-8885	166	5	mlr	mlr	NOUN
ajceb-8885	166	6	)	)	PUNCT
ajceb-8885	166	7	was	be	AUX
ajceb-8885	166	8	utilised	utilise	VERB
ajceb-8885	166	9	to	to	PART
ajceb-8885	166	10	test	test	VERB
ajceb-8885	166	11	the	the	DET
ajceb-8885	166	12	hypotheses	hypothesis	NOUN
ajceb-8885	166	13	.	.	PUNCT
ajceb-8885	167	1	the	the	DET
ajceb-8885	167	2	hypotheses	hypothesis	NOUN
ajceb-8885	167	3	were	be	AUX
ajceb-8885	167	4	accepted	accept	VERB
ajceb-8885	167	5	or	or	CCONJ
ajceb-8885	167	6	rejected	reject	VERB
ajceb-8885	167	7	based	base	VERB
ajceb-8885	167	8	on	on	ADP
ajceb-8885	167	9	their	their	PRON
ajceb-8885	167	10	nature	nature	NOUN
ajceb-8885	167	11	(	(	PUNCT
ajceb-8885	167	12	positive	positive	ADJ
ajceb-8885	167	13	or	or	CCONJ
ajceb-8885	167	14	negative	negative	ADJ
ajceb-8885	167	15	)	)	PUNCT
ajceb-8885	167	16	.	.	PUNCT
ajceb-8885	168	1	only	only	ADV
ajceb-8885	168	2	hypotheses	hypothesis	NOUN
ajceb-8885	168	3	with	with	ADP
ajceb-8885	168	4	a	a	DET
ajceb-8885	168	5	negative	negative	ADJ
ajceb-8885	168	6	coefficient	coefficient	NOUN
ajceb-8885	168	7	are	be	AUX
ajceb-8885	168	8	acceptable	acceptable	ADJ
ajceb-8885	168	9	because	because	SCONJ
ajceb-8885	168	10	the	the	DET
ajceb-8885	168	11	hypotheses	hypothesis	NOUN
ajceb-8885	168	12	,	,	PUNCT
ajceb-8885	168	13	as	as	SCONJ
ajceb-8885	168	14	stated	state	VERB
ajceb-8885	168	15	in	in	ADP
ajceb-8885	168	16	section	section	NOUN
ajceb-8885	168	17	2.2	2.2	NUM
ajceb-8885	168	18	,	,	PUNCT
ajceb-8885	168	19	suggest	suggest	VERB
ajceb-8885	168	20	an	an	DET
ajceb-8885	168	21	inverse	inverse	NOUN
ajceb-8885	168	22	relationship	relationship	NOUN
ajceb-8885	168	23	between	between	ADP
ajceb-8885	168	24	anticorruption	anticorruption	NOUN
ajceb-8885	168	25	systems	system	NOUN
ajceb-8885	168	26	’	'	PUNCT
ajceb-8885	168	27	logic	logic	NOUN
ajceb-8885	168	28	and	and	CCONJ
ajceb-8885	168	29	corruption	corruption	NOUN
ajceb-8885	168	30	manifestation	manifestation	NOUN
ajceb-8885	168	31	in	in	ADP
ajceb-8885	168	32	project	project	NOUN
ajceb-8885	168	33	planning	planning	NOUN
ajceb-8885	168	34	and	and	CCONJ
ajceb-8885	168	35	execution	execution	NOUN
ajceb-8885	168	36	.	.	PUNCT
ajceb-8885	169	1	the	the	DET
ajceb-8885	169	2	strength	strength	NOUN
ajceb-8885	169	3	of	of	ADP
ajceb-8885	169	4	the	the	DET
ajceb-8885	169	5	significance	significance	NOUN
ajceb-8885	169	6	of	of	ADP
ajceb-8885	169	7	the	the	DET
ajceb-8885	169	8	hypotheses	hypothesis	NOUN
ajceb-8885	169	9	was	be	AUX
ajceb-8885	169	10	determined	determine	VERB
ajceb-8885	169	11	,	,	PUNCT
ajceb-8885	169	12	as	as	SCONJ
ajceb-8885	169	13	recommended	recommend	VERB
ajceb-8885	169	14	by	by	ADP
ajceb-8885	169	15	evans	evans	PROPN
ajceb-8885	169	16	(	(	PUNCT
ajceb-8885	169	17	1996	1996	NUM
ajceb-8885	169	18	)	)	PUNCT
ajceb-8885	169	19	,	,	PUNCT
ajceb-8885	169	20	as	as	SCONJ
ajceb-8885	169	21	follows	follow	VERB
ajceb-8885	169	22	:	:	PUNCT
ajceb-8885	169	23	very	very	ADV
ajceb-8885	169	24	weak	weak	ADJ
ajceb-8885	169	25	significance	significance	NOUN
ajceb-8885	169	26	(	(	PUNCT
ajceb-8885	169	27	0.00–0.19	0.00–0.19	NUM
ajceb-8885	169	28	)	)	PUNCT
ajceb-8885	169	29	,	,	PUNCT
ajceb-8885	169	30	weak	weak	ADJ
ajceb-8885	169	31	significance	significance	NOUN
ajceb-8885	169	32	(	(	PUNCT
ajceb-8885	169	33	0.20–0.39	0.20–0.39	NUM
ajceb-8885	169	34	)	)	PUNCT
ajceb-8885	169	35	,	,	PUNCT
ajceb-8885	169	36	moderate	moderate	ADJ
ajceb-8885	169	37	significance	significance	NOUN
ajceb-8885	169	38	(	(	PUNCT
ajceb-8885	169	39	0.40–0.59	0.40–0.59	NUM
ajceb-8885	169	40	)	)	PUNCT
ajceb-8885	169	41	,	,	PUNCT
ajceb-8885	169	42	strong	strong	ADJ
ajceb-8885	169	43	significance	significance	NOUN
ajceb-8885	169	44	(	(	PUNCT
ajceb-8885	169	45	0.60–0.79	0.60–0.79	NUM
ajceb-8885	169	46	)	)	PUNCT
ajceb-8885	169	47	,	,	PUNCT
ajceb-8885	169	48	and	and	CCONJ
ajceb-8885	169	49	very	very	ADV
ajceb-8885	169	50	strong	strong	ADJ
ajceb-8885	169	51	significance	significance	NOUN
ajceb-8885	169	52	(	(	PUNCT
ajceb-8885	169	53	0.80	0.80	NUM
ajceb-8885	169	54	and	and	CCONJ
ajceb-8885	169	55	above	above	ADV
ajceb-8885	169	56	)	)	PUNCT
ajceb-8885	169	57	.	.	PUNCT
ajceb-8885	170	1	mlr	mlr	PROPN
ajceb-8885	170	2	was	be	AUX
ajceb-8885	170	3	selected	select	VERB
ajceb-8885	170	4	for	for	ADP
ajceb-8885	170	5	data	datum	NOUN
ajceb-8885	170	6	analysis	analysis	NOUN
ajceb-8885	170	7	because	because	SCONJ
ajceb-8885	170	8	it	it	PRON
ajceb-8885	170	9	allows	allow	VERB
ajceb-8885	170	10	the	the	DET
ajceb-8885	170	11	assessment	assessment	NOUN
ajceb-8885	170	12	of	of	ADP
ajceb-8885	170	13	the	the	DET
ajceb-8885	170	14	strength	strength	NOUN
ajceb-8885	170	15	of	of	ADP
ajceb-8885	170	16	the	the	DET
ajceb-8885	170	17	relationship	relationship	NOUN
ajceb-8885	170	18	between	between	ADP
ajceb-8885	170	19	an	an	DET
ajceb-8885	170	20	outcome	outcome	NOUN
ajceb-8885	170	21	(	(	PUNCT
ajceb-8885	170	22	the	the	DET
ajceb-8885	170	23	dependent	dependent	ADJ
ajceb-8885	170	24	variable	variable	NOUN
ajceb-8885	170	25	)	)	PUNCT
ajceb-8885	170	26	and	and	CCONJ
ajceb-8885	170	27	several	several	ADJ
ajceb-8885	170	28	predictor	predictor	NOUN
ajceb-8885	170	29	variables	variable	NOUN
ajceb-8885	170	30	as	as	ADV
ajceb-8885	170	31	well	well	ADV
ajceb-8885	170	32	as	as	ADP
ajceb-8885	170	33	the	the	DET
ajceb-8885	170	34	importance	importance	NOUN
ajceb-8885	170	35	of	of	ADP
ajceb-8885	170	36	each	each	PRON
ajceb-8885	170	37	of	of	ADP
ajceb-8885	170	38	the	the	DET
ajceb-8885	170	39	predictors	predictor	NOUN
ajceb-8885	170	40	to	to	ADP
ajceb-8885	170	41	the	the	DET
ajceb-8885	170	42	relationship	relationship	NOUN
ajceb-8885	170	43	.	.	PUNCT
ajceb-8885	171	1	mlr	mlr	NOUN
ajceb-8885	171	2	is	be	AUX
ajceb-8885	171	3	effective	effective	ADJ
ajceb-8885	171	4	in	in	ADP
ajceb-8885	171	5	determining	determine	VERB
ajceb-8885	171	6	the	the	DET
ajceb-8885	171	7	effect	effect	NOUN
ajceb-8885	171	8	of	of	ADP
ajceb-8885	171	9	each	each	PRON
ajceb-8885	171	10	of	of	ADP
ajceb-8885	171	11	the	the	DET
ajceb-8885	171	12	explanatory	explanatory	ADJ
ajceb-8885	171	13	variables	variable	NOUN
ajceb-8885	171	14	on	on	ADP
ajceb-8885	171	15	the	the	DET
ajceb-8885	171	16	response	response	NOUN
ajceb-8885	171	17	variable	variable	NOUN
ajceb-8885	171	18	and	and	CCONJ
ajceb-8885	171	19	predicting	predict	VERB
ajceb-8885	171	20	the	the	DET
ajceb-8885	171	21	value	value	NOUN
ajceb-8885	171	22	of	of	ADP
ajceb-8885	171	23	the	the	DET
ajceb-8885	171	24	response	response	NOUN
ajceb-8885	171	25	variable	variable	NOUN
ajceb-8885	171	26	for	for	ADP
ajceb-8885	171	27	a	a	DET
ajceb-8885	171	28	given	give	VERB
ajceb-8885	171	29	value	value	NOUN
ajceb-8885	171	30	of	of	ADP
ajceb-8885	171	31	explanatory	explanatory	ADJ
ajceb-8885	171	32	variable	variable	NOUN
ajceb-8885	171	33	(	(	PUNCT
ajceb-8885	171	34	maxwell	maxwell	PROPN
ajceb-8885	171	35	,	,	PUNCT
ajceb-8885	171	36	2000	2000	NUM
ajceb-8885	171	37	)	)	PUNCT
ajceb-8885	171	38	.	.	PUNCT
ajceb-8885	172	1	before	before	ADP
ajceb-8885	172	2	conducting	conduct	VERB
ajceb-8885	172	3	the	the	DET
ajceb-8885	172	4	mlr	mlr	NOUN
ajceb-8885	172	5	,	,	PUNCT
ajceb-8885	172	6	the	the	DET
ajceb-8885	172	7	anti	anti	ADJ
ajceb-8885	172	8	-	-	ADJ
ajceb-8885	172	9	corruption	corruption	ADJ
ajceb-8885	172	10	systems	system	NOUN
ajceb-8885	172	11	and	and	CCONJ
ajceb-8885	172	12	corruption	corruption	NOUN
ajceb-8885	172	13	indicators	indicator	NOUN
ajceb-8885	172	14	in	in	ADP
ajceb-8885	172	15	project	project	NOUN
ajceb-8885	172	16	planning	planning	NOUN
ajceb-8885	172	17	and	and	CCONJ
ajceb-8885	172	18	execution	execution	NOUN
ajceb-8885	172	19	were	be	AUX
ajceb-8885	172	20	tested	test	VERB
ajceb-8885	172	21	for	for	ADP
ajceb-8885	172	22	reliability	reliability	NOUN
ajceb-8885	172	23	and	and	CCONJ
ajceb-8885	172	24	significance	significance	NOUN
ajceb-8885	172	25	.	.	PUNCT
ajceb-8885	173	1	table	table	NOUN
ajceb-8885	173	2	1	1	NUM
ajceb-8885	173	3	presents	present	VERB
ajceb-8885	173	4	the	the	DET
ajceb-8885	173	5	results	result	NOUN
ajceb-8885	173	6	of	of	ADP
ajceb-8885	173	7	the	the	DET
ajceb-8885	173	8	reliability	reliability	NOUN
ajceb-8885	173	9	test	test	NOUN
ajceb-8885	173	10	.	.	PUNCT
ajceb-8885	174	1	formal	formal	ADJ
ajceb-8885	174	2	testing	testing	NOUN
ajceb-8885	174	3	such	such	ADJ
ajceb-8885	174	4	as	as	ADP
ajceb-8885	174	5	tolerance	tolerance	NOUN
ajceb-8885	174	6	,	,	PUNCT
ajceb-8885	174	7	variance	variance	NOUN
ajceb-8885	174	8	inflation	inflation	NOUN
ajceb-8885	174	9	factor	factor	NOUN
ajceb-8885	174	10	(	(	PUNCT
ajceb-8885	174	11	vif	vif	PROPN
ajceb-8885	174	12	)	)	PUNCT
ajceb-8885	174	13	,	,	PUNCT
ajceb-8885	174	14	and	and	CCONJ
ajceb-8885	174	15	durbin	durbin	ADJ
ajceb-8885	174	16	-	-	PUNCT
ajceb-8885	174	17	watson	watson	NOUN
ajceb-8885	174	18	tests	test	NOUN
ajceb-8885	174	19	were	be	AUX
ajceb-8885	174	20	conducted	conduct	VERB
ajceb-8885	174	21	to	to	PART
ajceb-8885	174	22	recognise	recognise	VERB
ajceb-8885	174	23	the	the	DET
ajceb-8885	174	24	presence	presence	NOUN
ajceb-8885	174	25	of	of	ADP
ajceb-8885	174	26	multicollinearity	multicollinearity	NOUN
ajceb-8885	174	27	issues	issue	NOUN
ajceb-8885	174	28	in	in	ADP
ajceb-8885	174	29	the	the	DET
ajceb-8885	174	30	variables	variable	NOUN
ajceb-8885	174	31	.	.	PUNCT
ajceb-8885	175	1	vif	vif	NOUN
ajceb-8885	175	2	is	be	AUX
ajceb-8885	175	3	useful	useful	ADJ
ajceb-8885	175	4	in	in	ADP
ajceb-8885	175	5	solving	solve	VERB
ajceb-8885	175	6	multicollinearity	multicollinearity	NOUN
ajceb-8885	175	7	in	in	ADP
ajceb-8885	175	8	a	a	DET
ajceb-8885	175	9	regression	regression	NOUN
ajceb-8885	175	10	analysis	analysis	NOUN
ajceb-8885	175	11	and	and	CCONJ
ajceb-8885	175	12	identifying	identifying	NOUN
ajceb-8885	175	13	which	which	PRON
ajceb-8885	175	14	variables	variable	NOUN
ajceb-8885	175	15	are	be	AUX
ajceb-8885	175	16	contributing	contribute	VERB
ajceb-8885	175	17	to	to	ADP
ajceb-8885	175	18	the	the	DET
ajceb-8885	175	19	multicollinearity	multicollinearity	NOUN
ajceb-8885	175	20	.	.	PUNCT
ajceb-8885	176	1	the	the	PRON
ajceb-8885	176	2	higher	high	ADJ
ajceb-8885	176	3	the	the	DET
ajceb-8885	176	4	vif	vif	NOUN
ajceb-8885	176	5	value	value	NOUN
ajceb-8885	176	6	for	for	ADP
ajceb-8885	176	7	a	a	DET
ajceb-8885	176	8	variable	variable	NOUN
ajceb-8885	176	9	,	,	PUNCT
ajceb-8885	176	10	the	the	PRON
ajceb-8885	176	11	more	more	ADJ
ajceb-8885	176	12	it	it	PRON
ajceb-8885	176	13	contributes	contribute	VERB
ajceb-8885	176	14	to	to	ADP
ajceb-8885	176	15	multicollinearity	multicollinearity	NOUN
ajceb-8885	176	16	(	(	PUNCT
ajceb-8885	176	17	maxwell	maxwell	PROPN
ajceb-8885	176	18	,	,	PUNCT
ajceb-8885	176	19	2000	2000	NUM
ajceb-8885	176	20	)	)	PUNCT
ajceb-8885	176	21	.	.	PUNCT
ajceb-8885	177	1	removing	remove	VERB
ajceb-8885	177	2	variables	variable	NOUN
ajceb-8885	177	3	with	with	ADP
ajceb-8885	177	4	high	high	ADJ
ajceb-8885	177	5	vif	vif	NOUN
ajceb-8885	177	6	values	value	NOUN
ajceb-8885	177	7	can	can	AUX
ajceb-8885	177	8	help	help	VERB
ajceb-8885	177	9	reduce	reduce	VERB
ajceb-8885	177	10	multicollinearity	multicollinearity	NOUN
ajceb-8885	177	11	and	and	CCONJ
ajceb-8885	177	12	improve	improve	VERB
ajceb-8885	177	13	the	the	DET
ajceb-8885	177	14	accuracy	accuracy	NOUN
ajceb-8885	177	15	and	and	CCONJ
ajceb-8885	177	16	stability	stability	NOUN
ajceb-8885	177	17	of	of	ADP
ajceb-8885	177	18	the	the	DET
ajceb-8885	177	19	regression	regression	NOUN
ajceb-8885	177	20	model	model	NOUN
ajceb-8885	177	21	.	.	PUNCT
ajceb-8885	178	1	tolerance	tolerance	NOUN
ajceb-8885	178	2	describes	describe	VERB
ajceb-8885	178	3	the	the	DET
ajceb-8885	178	4	proportion	proportion	NOUN
ajceb-8885	178	5	of	of	ADP
ajceb-8885	178	6	the	the	DET
ajceb-8885	178	7	variance	variance	NOUN
ajceb-8885	178	8	of	of	ADP
ajceb-8885	178	9	a	a	DET
ajceb-8885	178	10	variable	variable	NOUN
ajceb-8885	178	11	in	in	ADP
ajceb-8885	178	12	the	the	DET
ajceb-8885	178	13	equation	equation	NOUN
ajceb-8885	178	14	that	that	PRON
ajceb-8885	178	15	is	be	AUX
ajceb-8885	178	16	not	not	PART
ajceb-8885	178	17	accounted	account	VERB
ajceb-8885	178	18	for	for	ADP
ajceb-8885	178	19	by	by	ADP
ajceb-8885	178	20	other	other	ADJ
ajceb-8885	178	21	independent	independent	ADJ
ajceb-8885	178	22	variables	variable	NOUN
ajceb-8885	178	23	in	in	ADP
ajceb-8885	178	24	the	the	DET
ajceb-8885	178	25	equation	equation	NOUN
ajceb-8885	178	26	.	.	PUNCT
ajceb-8885	179	1	it	it	PRON
ajceb-8885	179	2	measures	measure	VERB
ajceb-8885	179	3	the	the	DET
ajceb-8885	179	4	influence	influence	NOUN
ajceb-8885	179	5	of	of	ADP
ajceb-8885	179	6	one	one	NUM
ajceb-8885	179	7	independent	independent	ADJ
ajceb-8885	179	8	variable	variable	NOUN
ajceb-8885	179	9	on	on	ADP
ajceb-8885	179	10	all	all	DET
ajceb-8885	179	11	other	other	ADJ
ajceb-8885	179	12	independent	independent	ADJ
ajceb-8885	179	13	variables	variable	NOUN
ajceb-8885	179	14	(	(	PUNCT
ajceb-8885	179	15	turner	turner	NOUN
ajceb-8885	179	16	,	,	PUNCT
ajceb-8885	179	17	2020	2020	NUM
ajceb-8885	179	18	)	)	PUNCT
ajceb-8885	179	19	.	.	PUNCT
ajceb-8885	180	1	the	the	DET
ajceb-8885	180	2	durbin	durbin	PROPN
ajceb-8885	180	3	watson	watson	PROPN
ajceb-8885	180	4	test	test	NOUN
ajceb-8885	180	5	checks	check	NOUN
ajceb-8885	180	6	for	for	ADP
ajceb-8885	180	7	auto	auto	NOUN
ajceb-8885	180	8	correlation	correlation	NOUN
ajceb-8885	180	9	in	in	ADP
ajceb-8885	180	10	the	the	DET
ajceb-8885	180	11	residuals	residual	NOUN
ajceb-8885	180	12	of	of	ADP
ajceb-8885	180	13	a	a	DET
ajceb-8885	180	14	statistical	statistical	ADJ
ajceb-8885	180	15	oluseye	oluseye	NOUN
ajceb-8885	180	16	et	et	PROPN
ajceb-8885	180	17	al	al	PROPN
ajceb-8885	180	18	.	.	PUNCT
ajceb-8885	180	19	construction	construction	NOUN
ajceb-8885	180	20	economics	economic	NOUN
ajceb-8885	180	21	and	and	CCONJ
ajceb-8885	180	22	building	building	NOUN
ajceb-8885	180	23	,	,	PUNCT
ajceb-8885	180	24	vol	vol	NOUN
ajceb-8885	180	25	.	.	PROPN
ajceb-8885	180	26	23	23	NUM
ajceb-8885	180	27	,	,	PUNCT
ajceb-8885	180	28	no	no	INTJ
ajceb-8885	180	29	.	.	NOUN
ajceb-8885	180	30	3/4	3/4	NUM
ajceb-8885	180	31	december	december	NOUN
ajceb-8885	180	32	2023192	2023192	NUM
ajceb-8885	180	33	table	table	NOUN
ajceb-8885	180	34	1	1	NUM
ajceb-8885	180	35	.	.	PUNCT
ajceb-8885	180	36	collinearity	collinearity	NOUN
ajceb-8885	180	37	statistics	statistic	NOUN
ajceb-8885	180	38	for	for	ADP
ajceb-8885	180	39	the	the	DET
ajceb-8885	180	40	multiple	multiple	ADJ
ajceb-8885	180	41	linear	linear	PROPN
ajceb-8885	180	42	regression	regression	NOUN
ajceb-8885	180	43	model	model	NOUN
ajceb-8885	180	44	constant	constant	ADJ
ajceb-8885	180	45	lower	lower	ADV
ajceb-8885	180	46	bound	bind	VERB
ajceb-8885	180	47	upper	upper	ADJ
ajceb-8885	180	48	bound	bind	VERB
ajceb-8885	180	49	tolerance	tolerance	NOUN
ajceb-8885	180	50	vif	vif	NOUN
ajceb-8885	180	51	durbinwatson	durbinwatson	NOUN
ajceb-8885	180	52	r2	r2	PROPN
ajceb-8885	180	53	f	f	NOUN
ajceb-8885	180	54	-	-	PUNCT
ajceb-8885	180	55	stat	stat	PROPN
ajceb-8885	180	56	.	.	PUNCT
ajceb-8885	181	1	t	t	NOUN
ajceb-8885	181	2	-	-	PUNCT
ajceb-8885	181	3	stat	stat	NOUN
ajceb-8885	181	4	.	.	PUNCT
ajceb-8885	182	1	eigen	eigen	PROPN
ajceb-8885	182	2	value	value	NOUN
ajceb-8885	182	3	condition	condition	NOUN
ajceb-8885	182	4	index	index	NOUN
ajceb-8885	182	5	(	(	PUNCT
ajceb-8885	182	6	constant	constant	ADJ
ajceb-8885	182	7	)	)	PUNCT
ajceb-8885	182	8	3.360	3.360	NUM
ajceb-8885	182	9	6.03	6.03	NUM
ajceb-8885	182	10	2.149	2.149	NUM
ajceb-8885	182	11	0.544	0.544	NUM
ajceb-8885	182	12	2.427	2.427	NUM
ajceb-8885	182	13	7.036	7.036	NUM
ajceb-8885	182	14	29.071	29.071	NUM
ajceb-8885	182	15	1.000	1.000	NUM
ajceb-8885	182	16	bribery	bribery	NOUN
ajceb-8885	182	17	4.695	4.695	NUM
ajceb-8885	182	18	.040	.040	NUM
ajceb-8885	182	19	.493	.493	NUM
ajceb-8885	182	20	.354	.354	NUM
ajceb-8885	182	21	2.827	2.827	NUM
ajceb-8885	182	22	1.998	1.998	NUM
ajceb-8885	182	23	0.663	0.663	NUM
ajceb-8885	182	24	3.994	3.994	NUM
ajceb-8885	182	25	6.833	6.833	NUM
ajceb-8885	182	26	influence	influence	NOUN
ajceb-8885	182	27	peddling	peddle	VERB
ajceb-8885	182	28	4.384	4.384	NUM
ajceb-8885	182	29	-.362	-.362	PROPN
ajceb-8885	182	30	.206	.206	NUM
ajceb-8885	182	31	.180	.180	NUM
ajceb-8885	182	32	5.540	5.540	NUM
ajceb-8885	182	33	1.992	1.992	NUM
ajceb-8885	182	34	0.723	0.723	NUM
ajceb-8885	182	35	5.322	5.322	NUM
ajceb-8885	182	36	9.203	9.203	NUM
ajceb-8885	182	37	altering	altering	NOUN
ajceb-8885	182	38	of	of	ADP
ajceb-8885	182	39	specifications	specification	NOUN
ajceb-8885	182	40	6.099	6.099	NUM
ajceb-8885	182	41	-.403	-.403	NOUN
ajceb-8885	182	42	.235	.235	NUM
ajceb-8885	182	43	.148	.148	NUM
ajceb-8885	182	44	6.780	6.780	NUM
ajceb-8885	182	45	2.448	2.448	NUM
ajceb-8885	182	46	0.671	0.671	NUM
ajceb-8885	182	47	4.143	4.143	NUM
ajceb-8885	182	48	5.703	5.703	NUM
ajceb-8885	182	49	fraud	fraud	NOUN
ajceb-8885	182	50	3.777	3.777	NUM
ajceb-8885	182	51	-.592	-.592	NOUN
ajceb-8885	182	52	.051	.051	NUM
ajceb-8885	182	53	.133	.133	NUM
ajceb-8885	182	54	7.515	7.515	NUM
ajceb-8885	182	55	2.208	2.208	NUM
ajceb-8885	182	56	0.644	0.644	NUM
ajceb-8885	182	57	3.677	3.677	NUM
ajceb-8885	182	58	5.053	5.053	NUM
ajceb-8885	182	59	embezzlement	embezzlement	NOUN
ajceb-8885	182	60	3.882	3.882	NUM
ajceb-8885	182	61	.001	.001	NUM
ajceb-8885	182	62	.450	.450	NUM
ajceb-8885	182	63	.303	.303	NUM
ajceb-8885	182	64	3.298	3.298	NUM
ajceb-8885	182	65	2.003	2.003	NUM
ajceb-8885	182	66	0.452	0.452	NUM
ajceb-8885	182	67	1.676	1.676	NUM
ajceb-8885	182	68	3.534	3.534	NUM
ajceb-8885	182	69	dishonesty	dishonesty	NOUN
ajceb-8885	182	70	3.929	3.929	NUM
ajceb-8885	182	71	-.711	-.711	NOUN
ajceb-8885	182	72	.000	.000	NUM
ajceb-8885	182	73	.163	.163	NUM
ajceb-8885	182	74	6.141	6.141	NUM
ajceb-8885	182	75	2.555	2.555	NUM
ajceb-8885	182	76	0.524	0.524	NUM
ajceb-8885	182	77	2.239	2.239	NUM
ajceb-8885	182	78	4.311	4.311	NUM
ajceb-8885	182	79	conducive	conducive	ADJ
ajceb-8885	182	80	attitudes	attitude	NOUN
ajceb-8885	182	81	3.693	3.693	NUM
ajceb-8885	182	82	-.345	-.345	PROPN
ajceb-8885	182	83	.245	.245	NUM
ajceb-8885	182	84	.239	.239	NUM
ajceb-8885	182	85	4.192	4.192	NUM
ajceb-8885	182	86	2.047	2.047	NUM
ajceb-8885	182	87	0.735	0.735	NUM
ajceb-8885	182	88	5.640	5.640	NUM
ajceb-8885	182	89	4.642	4.642	NUM
ajceb-8885	182	90	solicitation	solicitation	NOUN
ajceb-8885	182	91	3.711	3.711	NUM
ajceb-8885	182	92	-.759	-.759	PROPN
ajceb-8885	182	93	.088	.088	NUM
ajceb-8885	182	94	.080	.080	NUM
ajceb-8885	182	95	12.51	12.51	NUM
ajceb-8885	182	96	2.598	2.598	NUM
ajceb-8885	182	97	0.639	0.639	NUM
ajceb-8885	182	98	3.595	3.595	NUM
ajceb-8885	182	99	5.394	5.394	NUM
ajceb-8885	182	100	quackery	quackery	NOUN
ajceb-8885	182	101	4.112	4.112	NUM
ajceb-8885	182	102	-.303	-.303	PROPN
ajceb-8885	182	103	.215	.215	NUM
ajceb-8885	182	104	.196	.196	NUM
ajceb-8885	182	105	5.107	5.107	NUM
ajceb-8885	182	106	1.914	1.914	NUM
ajceb-8885	182	107	0.589	0.589	NUM
ajceb-8885	182	108	2.910	2.910	NUM
ajceb-8885	182	109	4.310	4.310	NUM
ajceb-8885	182	110	incompetence	incompetence	NOUN
ajceb-8885	182	111	3.674	3.674	NUM
ajceb-8885	182	112	-.244	-.244	NOUN
ajceb-8885	182	113	.307	.307	NUM
ajceb-8885	182	114	.184	.184	NUM
ajceb-8885	182	115	5.429	5.429	NUM
ajceb-8885	182	116	1.932	1.932	NUM
ajceb-8885	182	117	0.774	0.774	NUM
ajceb-8885	182	118	6.987	6.987	NUM
ajceb-8885	182	119	9.436	9.436	NUM
ajceb-8885	182	120	client	client	NOUN
ajceb-8885	182	121	-	-	PUNCT
ajceb-8885	182	122	abuse	abuse	NOUN
ajceb-8885	182	123	6.614	6.614	NUM
ajceb-8885	182	124	-.507	-.507	PROPN
ajceb-8885	182	125	.318	.318	NUM
ajceb-8885	182	126	.077	.077	NUM
ajceb-8885	182	127	13.03	13.03	NUM
ajceb-8885	182	128	2.301	2.301	NUM
ajceb-8885	182	129	0.724	0.724	NUM
ajceb-8885	182	130	5.328	5.328	NUM
ajceb-8885	182	131	6.150	6.150	NUM
ajceb-8885	182	132	carelessness	carelessness	NOUN
ajceb-8885	182	133	4.442	4.442	NUM
ajceb-8885	182	134	-.247	-.247	NOUN
ajceb-8885	182	135	.154	.154	NUM
ajceb-8885	182	136	.416	.416	NUM
ajceb-8885	182	137	2.402	2.402	NUM
ajceb-8885	182	138	1.983	1.983	NUM
ajceb-8885	182	139	0.705	0.705	NUM
ajceb-8885	182	140	4.856	4.856	NUM
ajceb-8885	182	141	5.574	5.574	NUM
ajceb-8885	182	142	tax	tax	NOUN
ajceb-8885	182	143	evasion	evasion	NOUN
ajceb-8885	182	144	4.123	4.123	NUM
ajceb-8885	182	145	.003	.003	NUM
ajceb-8885	182	146	.586	.586	NUM
ajceb-8885	182	147	.115	.115	NUM
ajceb-8885	182	148	8.682	8.682	NUM
ajceb-8885	182	149	2.394	2.394	NUM
ajceb-8885	182	150	0.753	0.753	NUM
ajceb-8885	182	151	6.191	6.191	NUM
ajceb-8885	182	152	0.253	0.253	NUM
ajceb-8885	182	153	poor	poor	ADJ
ajceb-8885	182	154	documentation	documentation	NOUN
ajceb-8885	182	155	0.182	0.182	NUM
ajceb-8885	182	156	-.409	-.409	PROPN
ajceb-8885	182	157	.124	.124	NUM
ajceb-8885	182	158	.194	.194	NUM
ajceb-8885	182	159	5.143	5.143	NUM
ajceb-8885	182	160	2.553	2.553	NUM
ajceb-8885	182	161	0.649	0.649	NUM
ajceb-8885	182	162	3.768	3.768	NUM
ajceb-8885	182	163	3.406	3.406	NUM
ajceb-8885	182	164	collusion	collusion	NOUN
ajceb-8885	182	165	2.191	2.191	NUM
ajceb-8885	182	166	-.465	-.465	NOUN
ajceb-8885	182	167	.186	.186	NUM
ajceb-8885	182	168	.121	.121	NUM
ajceb-8885	182	169	8.235	8.235	NUM
ajceb-8885	182	170	2.263	2.263	NUM
ajceb-8885	182	171	0.558	0.558	NUM
ajceb-8885	182	172	2.569	2.569	NUM
ajceb-8885	182	173	6.815	6.815	NUM
ajceb-8885	182	174	kickbacks	kickback	NOUN
ajceb-8885	182	175	5.218	5.218	NUM
ajceb-8885	182	176	-.136	-.136	NOUN
ajceb-8885	182	177	.438	.438	NUM
ajceb-8885	182	178	.136	.136	NUM
ajceb-8885	182	179	7.374	7.374	NUM
ajceb-8885	182	180	2.319	2.319	NUM
ajceb-8885	182	181	0.693	0.693	NUM
ajceb-8885	182	182	4.591	4.591	NUM
ajceb-8885	182	183	5.965	5.965	NUM
ajceb-8885	182	184	facilitation	facilitation	NOUN
ajceb-8885	182	185	payments	payment	NOUN
ajceb-8885	182	186	4.887	4.887	NUM
ajceb-8885	182	187	-.080	-.080	NOUN
ajceb-8885	182	188	.192	.192	NUM
ajceb-8885	182	189	.437	.437	NUM
ajceb-8885	182	190	2.287	2.287	NUM
ajceb-8885	182	191	2.141	2.141	NUM
ajceb-8885	182	192	0.697	0.697	NUM
ajceb-8885	182	193	4.677	4.677	NUM
ajceb-8885	182	194	5.181	5.181	NUM
ajceb-8885	182	195	patronage	patronage	NOUN
ajceb-8885	182	196	4.083	4.083	NUM
ajceb-8885	182	197	-.667	-.667	NOUN
ajceb-8885	182	198	-.125	-.125	PROPN
ajceb-8885	182	199	.176	.176	NUM
ajceb-8885	182	200	5.680	5.680	NUM
ajceb-8885	182	201	2.627	2.627	NUM
ajceb-8885	182	202	0.600	0.600	NUM
ajceb-8885	182	203	3.047	3.047	NUM
ajceb-8885	182	204	4.384	4.384	NUM
ajceb-8885	182	205	money	money	NOUN
ajceb-8885	182	206	laundering	launder	VERB
ajceb-8885	182	207	4.243	4.243	NUM
ajceb-8885	182	208	.087	.087	NUM
ajceb-8885	182	209	.491	.491	NUM
ajceb-8885	182	210	.259	.259	NUM
ajceb-8885	182	211	3.860	3.860	NUM
ajceb-8885	182	212	2.130	2.130	NUM
ajceb-8885	182	213	0.635	0.635	NUM
ajceb-8885	182	214	3.536	3.536	NUM
ajceb-8885	182	215	5.269	5.269	NUM
ajceb-8885	182	216	non	non	ADJ
ajceb-8885	182	217	-	-	NOUN
ajceb-8885	182	218	compliance	compliance	NOUN
ajceb-8885	182	219	with	with	ADP
ajceb-8885	182	220	contract	contract	NOUN
ajceb-8885	182	221	3.822	3.822	NUM
ajceb-8885	182	222	-.541	-.541	NOUN
ajceb-8885	182	223	.050	.050	NUM
ajceb-8885	182	224	.136	.136	NUM
ajceb-8885	182	225	7.348	7.348	NUM
ajceb-8885	182	226	1.475	1.475	NUM
ajceb-8885	182	227	0.474	0.474	NUM
ajceb-8885	182	228	1.830	1.830	NUM
ajceb-8885	182	229	5.336	5.336	NUM
ajceb-8885	182	230	conditions	condition	NOUN
ajceb-8885	182	231	of	of	ADP
ajceb-8885	182	232	contracts	contract	NOUN
ajceb-8885	182	233	with	with	ADP
ajceb-8885	182	234	vague	vague	ADJ
ajceb-8885	182	235	terms	term	NOUN
ajceb-8885	182	236	of	of	ADP
ajceb-8885	182	237	reference	reference	NOUN
ajceb-8885	182	238	5.146	5.146	NUM
ajceb-8885	182	239	-.144	-.144	NOUN
ajceb-8885	182	240	.241	.241	NUM
ajceb-8885	182	241	.308	.308	NUM
ajceb-8885	182	242	3.247	3.247	NUM
ajceb-8885	182	243	2.346	2.346	NUM
ajceb-8885	182	244	0.697	0.697	NUM
ajceb-8885	182	245	4.687	4.687	NUM
ajceb-8885	182	246	4.411	4.411	NUM
ajceb-8885	182	247	leaking	leaking	NOUN
ajceb-8885	182	248	of	of	ADP
ajceb-8885	182	249	lowest	low	ADJ
ajceb-8885	182	250	price	price	NOUN
ajceb-8885	182	251	to	to	ADP
ajceb-8885	182	252	the	the	DET
ajceb-8885	182	253	preferred	prefer	VERB
ajceb-8885	182	254	contractors	contractor	NOUN
ajceb-8885	182	255	4.436	4.436	NUM
ajceb-8885	182	256	-.109	-.109	NOUN
ajceb-8885	182	257	.532	.532	NUM
ajceb-8885	182	258	.094	.094	NUM
ajceb-8885	182	259	10.68	10.68	NUM
ajceb-8885	182	260	2.360	2.360	NUM
ajceb-8885	182	261	0.864	0.864	NUM
ajceb-8885	182	262	12.965	12.965	NUM
ajceb-8885	182	263	4.137	4.137	NUM
ajceb-8885	182	264	falsely	falsely	ADV
ajceb-8885	182	265	increasing	increase	VERB
ajceb-8885	182	266	the	the	DET
ajceb-8885	182	267	quantities	quantity	NOUN
ajceb-8885	182	268	of	of	ADP
ajceb-8885	182	269	certified	certify	VERB
ajceb-8885	182	270	works	work	NOUN
ajceb-8885	182	271	3.504	3.504	NUM
ajceb-8885	182	272	-.310	-.310	NOUN
ajceb-8885	182	273	.339	.339	NUM
ajceb-8885	182	274	.116	.116	NUM
ajceb-8885	182	275	8.615	8.615	NUM
ajceb-8885	182	276	2.336	2.336	NUM
ajceb-8885	182	277	0.578	0.578	NUM
ajceb-8885	182	278	2.789	2.789	NUM
ajceb-8885	182	279	6.215	6.215	NUM
ajceb-8885	182	280	fraudulently	fraudulently	ADV
ajceb-8885	182	281	increased	increase	VERB
ajceb-8885	182	282	variation	variation	NOUN
ajceb-8885	182	283	claims	claim	NOUN
ajceb-8885	182	284	2.228	2.228	NUM
ajceb-8885	182	285	-.219	-.219	NOUN
ajceb-8885	182	286	.354	.354	NUM
ajceb-8885	182	287	.176	.176	NUM
ajceb-8885	182	288	5.669	5.669	NUM
ajceb-8885	182	289	2.435	2.435	NUM
ajceb-8885	182	290	4.333	4.333	NUM
ajceb-8885	182	291	3.327	3.327	NUM
ajceb-8885	182	292	6.150	6.150	NUM
ajceb-8885	182	293	oluseye	oluseye	NOUN
ajceb-8885	182	294	et	et	PROPN
ajceb-8885	182	295	al	al	PROPN
ajceb-8885	182	296	.	.	PUNCT
ajceb-8885	183	1	construction	construction	NOUN
ajceb-8885	183	2	economics	economic	NOUN
ajceb-8885	183	3	and	and	CCONJ
ajceb-8885	183	4	building	building	NOUN
ajceb-8885	183	5	,	,	PUNCT
ajceb-8885	183	6	vol	vol	NOUN
ajceb-8885	183	7	.	.	PROPN
ajceb-8885	183	8	23	23	NUM
ajceb-8885	183	9	,	,	PUNCT
ajceb-8885	183	10	no	no	INTJ
ajceb-8885	183	11	.	.	NOUN
ajceb-8885	184	1	3/4	3/4	NUM
ajceb-8885	184	2	december	december	PROPN
ajceb-8885	184	3	2023193	2023193	NUM
ajceb-8885	184	4	regression	regression	NOUN
ajceb-8885	184	5	analysis	analysis	NOUN
ajceb-8885	184	6	.	.	PUNCT
ajceb-8885	185	1	if	if	SCONJ
ajceb-8885	185	2	auto	auto	NOUN
ajceb-8885	185	3	correlation	correlation	NOUN
ajceb-8885	185	4	exists	exist	VERB
ajceb-8885	185	5	,	,	PUNCT
ajceb-8885	185	6	it	it	PRON
ajceb-8885	185	7	undervalues	undervalue	VERB
ajceb-8885	185	8	the	the	DET
ajceb-8885	185	9	standard	standard	ADJ
ajceb-8885	185	10	error	error	NOUN
ajceb-8885	185	11	and	and	CCONJ
ajceb-8885	185	12	may	may	AUX
ajceb-8885	185	13	cause	cause	VERB
ajceb-8885	185	14	the	the	DET
ajceb-8885	185	15	researcher	researcher	NOUN
ajceb-8885	185	16	to	to	PART
ajceb-8885	185	17	believe	believe	VERB
ajceb-8885	185	18	that	that	SCONJ
ajceb-8885	185	19	predictors	predictor	NOUN
ajceb-8885	185	20	are	be	AUX
ajceb-8885	185	21	significant	significant	ADJ
ajceb-8885	185	22	when	when	SCONJ
ajceb-8885	185	23	in	in	ADP
ajceb-8885	185	24	reality	reality	NOUN
ajceb-8885	185	25	they	they	PRON
ajceb-8885	185	26	are	be	AUX
ajceb-8885	185	27	not	not	PART
ajceb-8885	185	28	(	(	PUNCT
ajceb-8885	185	29	turner	turner	NOUN
ajceb-8885	185	30	,	,	PUNCT
ajceb-8885	185	31	2020	2020	NUM
ajceb-8885	185	32	)	)	PUNCT
ajceb-8885	185	33	.	.	PUNCT
ajceb-8885	186	1	results	result	VERB
ajceb-8885	186	2	data	data	NOUN
ajceb-8885	186	3	reliability	reliability	NOUN
ajceb-8885	186	4	and	and	CCONJ
ajceb-8885	186	5	significance	significance	NOUN
ajceb-8885	186	6	tests	test	NOUN
ajceb-8885	186	7	according	accord	VERB
ajceb-8885	186	8	to	to	ADP
ajceb-8885	186	9	the	the	DET
ajceb-8885	186	10	information	information	NOUN
ajceb-8885	186	11	presented	present	VERB
ajceb-8885	186	12	in	in	ADP
ajceb-8885	186	13	table	table	NOUN
ajceb-8885	186	14	1	1	NUM
ajceb-8885	186	15	,	,	PUNCT
ajceb-8885	186	16	none	none	NOUN
ajceb-8885	186	17	of	of	ADP
ajceb-8885	186	18	the	the	DET
ajceb-8885	186	19	vif	vif	NOUN
ajceb-8885	186	20	values	value	NOUN
ajceb-8885	186	21	are	be	AUX
ajceb-8885	186	22	greater	great	ADJ
ajceb-8885	186	23	than	than	ADP
ajceb-8885	186	24	10	10	NUM
ajceb-8885	186	25	,	,	PUNCT
ajceb-8885	186	26	while	while	SCONJ
ajceb-8885	186	27	all	all	PRON
ajceb-8885	186	28	of	of	ADP
ajceb-8885	186	29	the	the	DET
ajceb-8885	186	30	tolerance	tolerance	NOUN
ajceb-8885	186	31	results	result	NOUN
ajceb-8885	186	32	are	be	AUX
ajceb-8885	186	33	greater	great	ADJ
ajceb-8885	186	34	than	than	ADP
ajceb-8885	186	35	0	0	NUM
ajceb-8885	186	36	.	.	PUNCT
ajceb-8885	187	1	this	this	PRON
ajceb-8885	187	2	demonstrates	demonstrate	VERB
ajceb-8885	187	3	that	that	SCONJ
ajceb-8885	187	4	the	the	DET
ajceb-8885	187	5	anti	anti	ADJ
ajceb-8885	187	6	-	-	ADJ
ajceb-8885	187	7	corruption	corruption	ADJ
ajceb-8885	187	8	systems	system	NOUN
ajceb-8885	187	9	are	be	AUX
ajceb-8885	187	10	able	able	ADJ
ajceb-8885	187	11	to	to	PART
ajceb-8885	187	12	explain	explain	VERB
ajceb-8885	187	13	the	the	DET
ajceb-8885	187	14	symptoms	symptom	NOUN
ajceb-8885	187	15	of	of	ADP
ajceb-8885	187	16	corruption	corruption	NOUN
ajceb-8885	187	17	to	to	ADP
ajceb-8885	187	18	a	a	DET
ajceb-8885	187	19	large	large	ADJ
ajceb-8885	187	20	degree	degree	NOUN
ajceb-8885	187	21	.	.	PUNCT
ajceb-8885	188	1	the	the	DET
ajceb-8885	188	2	findings	finding	NOUN
ajceb-8885	188	3	of	of	ADP
ajceb-8885	188	4	the	the	DET
ajceb-8885	188	5	tolerance	tolerance	NOUN
ajceb-8885	188	6	test	test	NOUN
ajceb-8885	188	7	reveal	reveal	VERB
ajceb-8885	188	8	the	the	DET
ajceb-8885	188	9	degree	degree	NOUN
ajceb-8885	188	10	to	to	PART
ajceb-8885	188	11	which	which	PRON
ajceb-8885	188	12	the	the	DET
ajceb-8885	188	13	beta	beta	ADJ
ajceb-8885	188	14	coefficients	coefficient	NOUN
ajceb-8885	188	15	used	use	VERB
ajceb-8885	188	16	in	in	ADP
ajceb-8885	188	17	the	the	DET
ajceb-8885	188	18	regression	regression	NOUN
ajceb-8885	188	19	model	model	NOUN
ajceb-8885	188	20	are	be	AUX
ajceb-8885	188	21	impacted	impact	VERB
ajceb-8885	188	22	by	by	ADP
ajceb-8885	188	23	the	the	DET
ajceb-8885	188	24	anti	anti	ADJ
ajceb-8885	188	25	-	-	ADJ
ajceb-8885	188	26	corruption	corruption	ADJ
ajceb-8885	188	27	systems	system	NOUN
ajceb-8885	188	28	contained	contain	VERB
ajceb-8885	188	29	inside	inside	ADP
ajceb-8885	188	30	the	the	DET
ajceb-8885	188	31	model	model	NOUN
ajceb-8885	188	32	.	.	PUNCT
ajceb-8885	189	1	the	the	DET
ajceb-8885	189	2	findings	finding	NOUN
ajceb-8885	189	3	of	of	ADP
ajceb-8885	189	4	the	the	DET
ajceb-8885	189	5	durbin	durbin	ADJ
ajceb-8885	189	6	-	-	PUNCT
ajceb-8885	189	7	watson	watson	NOUN
ajceb-8885	189	8	test	test	NOUN
ajceb-8885	189	9	indicate	indicate	VERB
ajceb-8885	189	10	that	that	SCONJ
ajceb-8885	189	11	a	a	DET
ajceb-8885	189	12	range	range	NOUN
ajceb-8885	189	13	of	of	ADP
ajceb-8885	189	14	1.50	1.50	NUM
ajceb-8885	189	15	to	to	ADP
ajceb-8885	189	16	2.50	2.50	NUM
ajceb-8885	189	17	is	be	AUX
ajceb-8885	189	18	considered	consider	VERB
ajceb-8885	189	19	acceptable	acceptable	ADJ
ajceb-8885	189	20	.	.	PUNCT
ajceb-8885	190	1	this	this	PRON
ajceb-8885	190	2	is	be	AUX
ajceb-8885	190	3	in	in	ADP
ajceb-8885	190	4	line	line	NOUN
ajceb-8885	190	5	with	with	ADP
ajceb-8885	190	6	the	the	DET
ajceb-8885	190	7	recommendations	recommendation	NOUN
ajceb-8885	190	8	of	of	ADP
ajceb-8885	190	9	turner	turner	NOUN
ajceb-8885	190	10	(	(	PUNCT
ajceb-8885	190	11	2020	2020	NUM
ajceb-8885	190	12	)	)	PUNCT
ajceb-8885	190	13	.	.	PUNCT
ajceb-8885	191	1	this	this	PRON
ajceb-8885	191	2	suggests	suggest	VERB
ajceb-8885	191	3	that	that	SCONJ
ajceb-8885	191	4	table	table	NOUN
ajceb-8885	191	5	2	2	NUM
ajceb-8885	191	6	.	.	PUNCT
ajceb-8885	191	7	anti	anti	ADJ
ajceb-8885	191	8	-	-	ADJ
ajceb-8885	191	9	corruption	corruption	ADJ
ajceb-8885	191	10	systems	system	NOUN
ajceb-8885	191	11	and	and	CCONJ
ajceb-8885	191	12	corruption	corruption	NOUN
ajceb-8885	191	13	indicators	indicator	NOUN
ajceb-8885	191	14	in	in	ADP
ajceb-8885	191	15	project	project	NOUN
ajceb-8885	191	16	planning	planning	NOUN
ajceb-8885	191	17	and	and	CCONJ
ajceb-8885	191	18	execution	execution	NOUN
ajceb-8885	191	19	anti	anti	ADJ
ajceb-8885	191	20	-	-	ADJ
ajceb-8885	191	21	corruption	corruption	ADJ
ajceb-8885	191	22	systems	system	NOUN
ajceb-8885	191	23	mean	mean	VERB
ajceb-8885	191	24	score	score	NOUN
ajceb-8885	191	25	(	(	PUNCT
ajceb-8885	191	26	ms	ms	NOUN
ajceb-8885	191	27	)	)	PUNCT
ajceb-8885	191	28	precautionary	precautionary	ADJ
ajceb-8885	191	29	systems	system	NOUN
ajceb-8885	191	30	financial	financial	ADJ
ajceb-8885	191	31	auditing	auditing	NOUN
ajceb-8885	191	32	(	(	PUNCT
ajceb-8885	191	33	ms=4.17	ms=4.17	PROPN
ajceb-8885	191	34	)	)	PUNCT
ajceb-8885	191	35	,	,	PUNCT
ajceb-8885	191	36	records	record	VERB
ajceb-8885	191	37	management	management	NOUN
ajceb-8885	191	38	(	(	PUNCT
ajceb-8885	191	39	ms=4.17	ms=4.17	PROPN
ajceb-8885	191	40	)	)	PUNCT
ajceb-8885	191	41	,	,	PUNCT
ajceb-8885	191	42	ethical	ethical	ADJ
ajceb-8885	191	43	code	code	NOUN
ajceb-8885	191	44	(	(	PUNCT
ajceb-8885	191	45	ms=3.94	ms=3.94	NOUN
ajceb-8885	191	46	)	)	PUNCT
ajceb-8885	191	47	,	,	PUNCT
ajceb-8885	191	48	contract	contract	NOUN
ajceb-8885	191	49	monitoring	monitoring	NOUN
ajceb-8885	191	50	(	(	PUNCT
ajceb-8885	191	51	ms=4.24	ms=4.24	PROPN
ajceb-8885	191	52	)	)	PUNCT
ajceb-8885	191	53	,	,	PUNCT
ajceb-8885	191	54	contractual	contractual	ADJ
ajceb-8885	191	55	compliance	compliance	NOUN
ajceb-8885	191	56	(	(	PUNCT
ajceb-8885	191	57	ms=4.12	ms=4.12	NOUN
ajceb-8885	191	58	)	)	PUNCT
ajceb-8885	191	59	,	,	PUNCT
ajceb-8885	191	60	financial	financial	ADJ
ajceb-8885	191	61	accountability	accountability	NOUN
ajceb-8885	191	62	(	(	PUNCT
ajceb-8885	191	63	ms=4.30	ms=4.30	PROPN
ajceb-8885	191	64	)	)	PUNCT
ajceb-8885	191	65	,	,	PUNCT
ajceb-8885	191	66	international	international	ADJ
ajceb-8885	191	67	and	and	CCONJ
ajceb-8885	191	68	national	national	ADJ
ajceb-8885	191	69	standards	standard	NOUN
ajceb-8885	191	70	(	(	PUNCT
ajceb-8885	191	71	ms=4.08	ms=4.08	ADJ
ajceb-8885	191	72	)	)	PUNCT
ajceb-8885	191	73	,	,	PUNCT
ajceb-8885	191	74	project	project	NOUN
ajceb-8885	191	75	governance	governance	NOUN
ajceb-8885	191	76	(	(	PUNCT
ajceb-8885	191	77	ms=3.92	ms=3.92	NOUN
ajceb-8885	191	78	)	)	PUNCT
ajceb-8885	191	79	,	,	PUNCT
ajceb-8885	191	80	transaction	transaction	NOUN
ajceb-8885	191	81	analysis	analysis	NOUN
ajceb-8885	191	82	(	(	PUNCT
ajceb-8885	191	83	ms=4.12	ms=4.12	NOUN
ajceb-8885	191	84	)	)	PUNCT
ajceb-8885	191	85	,	,	PUNCT
ajceb-8885	191	86	key	key	ADJ
ajceb-8885	191	87	performance	performance	NOUN
ajceb-8885	191	88	indicators	indicator	NOUN
ajceb-8885	191	89	(	(	PUNCT
ajceb-8885	191	90	ms=4.15	ms=4.15	NOUN
ajceb-8885	191	91	)	)	PUNCT
ajceb-8885	191	92	,	,	PUNCT
ajceb-8885	191	93	technical	technical	ADJ
ajceb-8885	191	94	auditing	auditing	NOUN
ajceb-8885	191	95	(	(	PUNCT
ajceb-8885	191	96	ms=4.15	ms=4.15	NOUN
ajceb-8885	191	97	)	)	PUNCT
ajceb-8885	191	98	reactionary	reactionary	ADJ
ajceb-8885	191	99	systems	system	NOUN
ajceb-8885	191	100	investigation	investigation	NOUN
ajceb-8885	191	101	and	and	CCONJ
ajceb-8885	191	102	enforcement	enforcement	NOUN
ajceb-8885	191	103	(	(	PUNCT
ajceb-8885	191	104	ms=4.06	ms=4.06	NOUN
ajceb-8885	191	105	)	)	PUNCT
ajceb-8885	191	106	,	,	PUNCT
ajceb-8885	191	107	rule	rule	NOUN
ajceb-8885	191	108	of	of	ADP
ajceb-8885	191	109	law	law	NOUN
ajceb-8885	191	110	compliance	compliance	NOUN
ajceb-8885	191	111	(	(	PUNCT
ajceb-8885	191	112	ms=3.76	ms=3.76	PROPN
ajceb-8885	191	113	)	)	PUNCT
ajceb-8885	191	114	,	,	PUNCT
ajceb-8885	191	115	sustainable	sustainable	ADJ
ajceb-8885	191	116	investigative	investigative	ADJ
ajceb-8885	191	117	capacity	capacity	NOUN
ajceb-8885	191	118	(	(	PUNCT
ajceb-8885	191	119	ms=3.81	ms=3.81	PROPN
ajceb-8885	191	120	)	)	PUNCT
ajceb-8885	191	121	,	,	PUNCT
ajceb-8885	191	122	contractor	contractor	NOUN
ajceb-8885	191	123	blacklisting	blacklisting	NOUN
ajceb-8885	191	124	and	and	CCONJ
ajceb-8885	191	125	de	de	NOUN
ajceb-8885	191	126	-	-	NOUN
ajceb-8885	191	127	registration	registration	NOUN
ajceb-8885	191	128	(	(	PUNCT
ajceb-8885	191	129	ms=3.92	ms=3.92	NOUN
ajceb-8885	191	130	)	)	PUNCT
ajceb-8885	191	131	,	,	PUNCT
ajceb-8885	191	132	license	license	NOUN
ajceb-8885	191	133	revocation	revocation	NOUN
ajceb-8885	191	134	by	by	ADP
ajceb-8885	191	135	the	the	DET
ajceb-8885	191	136	professional	professional	ADJ
ajceb-8885	191	137	bodies	body	NOUN
ajceb-8885	191	138	(	(	PUNCT
ajceb-8885	191	139	ms=3.99	ms=3.99	PROPN
ajceb-8885	191	140	)	)	PUNCT
ajceb-8885	191	141	,	,	PUNCT
ajceb-8885	191	142	oversight	oversight	NOUN
ajceb-8885	191	143	by	by	ADP
ajceb-8885	191	144	social	social	ADJ
ajceb-8885	191	145	media	medium	NOUN
ajceb-8885	191	146	users	user	NOUN
ajceb-8885	191	147	(	(	PUNCT
ajceb-8885	191	148	ms=3.31	ms=3.31	NOUN
ajceb-8885	191	149	)	)	PUNCT
ajceb-8885	191	150	oversight	oversight	NOUN
ajceb-8885	191	151	by	by	ADP
ajceb-8885	191	152	ngos	ngo	NOUN
ajceb-8885	191	153	(	(	PUNCT
ajceb-8885	191	154	ms=3.650	ms=3.650	NOUN
ajceb-8885	191	155	)	)	PUNCT
ajceb-8885	191	156	,	,	PUNCT
ajceb-8885	191	157	oversight	oversight	NOUN
ajceb-8885	191	158	by	by	ADP
ajceb-8885	191	159	civil	civil	ADJ
ajceb-8885	191	160	society	society	NOUN
ajceb-8885	191	161	(	(	PUNCT
ajceb-8885	191	162	ms=3.60	ms=3.60	NOUN
ajceb-8885	191	163	)	)	PUNCT
ajceb-8885	191	164	strategic	strategic	ADJ
ajceb-8885	191	165	systems	system	NOUN
ajceb-8885	191	166	increased	increase	VERB
ajceb-8885	191	167	information	information	NOUN
ajceb-8885	191	168	access	access	NOUN
ajceb-8885	191	169	(	(	PUNCT
ajceb-8885	191	170	ms=3.65	ms=3.65	PROPN
ajceb-8885	191	171	)	)	PUNCT
ajceb-8885	191	172	,	,	PUNCT
ajceb-8885	191	173	e	e	X
ajceb-8885	191	174	-	-	NOUN
ajceb-8885	191	175	procurement	procurement	ADJ
ajceb-8885	191	176	(	(	PUNCT
ajceb-8885	191	177	ms=3.31	ms=3.31	PROPN
ajceb-8885	191	178	)	)	PUNCT
ajceb-8885	191	179	,	,	PUNCT
ajceb-8885	191	180	political	political	ADJ
ajceb-8885	191	181	accountability	accountability	NOUN
ajceb-8885	191	182	(	(	PUNCT
ajceb-8885	191	183	ms=3.43	ms=3.43	NOUN
ajceb-8885	191	184	)	)	PUNCT
ajceb-8885	191	185	,	,	PUNCT
ajceb-8885	191	186	social	social	ADJ
ajceb-8885	191	187	accountability	accountability	NOUN
ajceb-8885	191	188	(	(	PUNCT
ajceb-8885	191	189	ms=3.54	ms=3.54	PROPN
ajceb-8885	191	190	)	)	PUNCT
ajceb-8885	191	191	,	,	PUNCT
ajceb-8885	191	192	economic	economic	ADJ
ajceb-8885	191	193	accountability	accountability	NOUN
ajceb-8885	191	194	(	(	PUNCT
ajceb-8885	191	195	ms=3.97	ms=3.97	NOUN
ajceb-8885	191	196	)	)	PUNCT
ajceb-8885	191	197	,	,	PUNCT
ajceb-8885	191	198	treasury	treasury	PROPN
ajceb-8885	191	199	single	single	ADJ
ajceb-8885	191	200	account	account	NOUN
ajceb-8885	191	201	(	(	PUNCT
ajceb-8885	191	202	ms=3.83	ms=3.83	NOUN
ajceb-8885	191	203	)	)	PUNCT
ajceb-8885	191	204	,	,	PUNCT
ajceb-8885	191	205	ippis	ippis	ADJ
ajceb-8885	191	206	(	(	PUNCT
ajceb-8885	191	207	ms=3.00	ms=3.00	NOUN
ajceb-8885	191	208	)	)	PUNCT
ajceb-8885	191	209	,	,	PUNCT
ajceb-8885	191	210	whistle	whistle	VERB
ajceb-8885	191	211	blower	blower	NOUN
ajceb-8885	191	212	policy	policy	NOUN
ajceb-8885	191	213	(	(	PUNCT
ajceb-8885	191	214	ms=3.81	ms=3.81	NOUN
ajceb-8885	191	215	)	)	PUNCT
ajceb-8885	191	216	,	,	PUNCT
ajceb-8885	191	217	cashless	cashless	NOUN
ajceb-8885	191	218	policy	policy	NOUN
ajceb-8885	191	219	(	(	PUNCT
ajceb-8885	191	220	ms=3.92	ms=3.92	NOUN
ajceb-8885	191	221	)	)	PUNCT
ajceb-8885	191	222	,	,	PUNCT
ajceb-8885	191	223	due	due	ADJ
ajceb-8885	191	224	process	process	NOUN
ajceb-8885	191	225	in	in	ADP
ajceb-8885	191	226	public	public	ADJ
ajceb-8885	191	227	procurement	procurement	NOUN
ajceb-8885	191	228	(	(	PUNCT
ajceb-8885	191	229	ms=3.81	ms=3.81	NOUN
ajceb-8885	191	230	)	)	PUNCT
ajceb-8885	191	231	corruption	corruption	NOUN
ajceb-8885	191	232	indicators	indicator	NOUN
ajceb-8885	191	233	in	in	ADP
ajceb-8885	191	234	project	project	NOUN
ajceb-8885	191	235	planning	planning	NOUN
ajceb-8885	191	236	and	and	CCONJ
ajceb-8885	191	237	execution	execution	NOUN
ajceb-8885	191	238	bribery	bribery	NOUN
ajceb-8885	191	239	(	(	PUNCT
ajceb-8885	191	240	ms=4.64	ms=4.64	PROPN
ajceb-8885	191	241	)	)	PUNCT
ajceb-8885	191	242	,	,	PUNCT
ajceb-8885	191	243	influence	influence	NOUN
ajceb-8885	191	244	peddling	peddling	NOUN
ajceb-8885	191	245	(	(	PUNCT
ajceb-8885	191	246	ms=4.07	ms=4.07	NOUN
ajceb-8885	191	247	)	)	PUNCT
ajceb-8885	191	248	,	,	PUNCT
ajceb-8885	191	249	altering	alter	VERB
ajceb-8885	191	250	of	of	ADP
ajceb-8885	191	251	specifications	specification	NOUN
ajceb-8885	191	252	(	(	PUNCT
ajceb-8885	191	253	ms=3.80	ms=3.80	NOUN
ajceb-8885	191	254	)	)	PUNCT
ajceb-8885	191	255	,	,	PUNCT
ajceb-8885	191	256	fraud	fraud	NOUN
ajceb-8885	191	257	(	(	PUNCT
ajceb-8885	191	258	ms=4.11	ms=4.11	PROPN
ajceb-8885	191	259	)	)	PUNCT
ajceb-8885	191	260	,	,	PUNCT
ajceb-8885	191	261	embezzlement	embezzlement	NOUN
ajceb-8885	191	262	(	(	PUNCT
ajceb-8885	191	263	ms=4.20	ms=4.20	PROPN
ajceb-8885	191	264	)	)	PUNCT
ajceb-8885	191	265	,	,	PUNCT
ajceb-8885	191	266	dishonesty	dishonesty	NOUN
ajceb-8885	191	267	(	(	PUNCT
ajceb-8885	191	268	ms=3.91	ms=3.91	NOUN
ajceb-8885	191	269	)	)	PUNCT
ajceb-8885	191	270	,	,	PUNCT
ajceb-8885	191	271	conducive	conducive	ADJ
ajceb-8885	191	272	attitudes	attitude	NOUN
ajceb-8885	191	273	(	(	PUNCT
ajceb-8885	191	274	ms=4.00	ms=4.00	NOUN
ajceb-8885	191	275	)	)	PUNCT
ajceb-8885	191	276	,	,	PUNCT
ajceb-8885	191	277	solicitation	solicitation	NOUN
ajceb-8885	191	278	(	(	PUNCT
ajceb-8885	191	279	ms=3.77	ms=3.77	NOUN
ajceb-8885	191	280	)	)	PUNCT
ajceb-8885	191	281	,	,	PUNCT
ajceb-8885	191	282	quackery	quackery	NOUN
ajceb-8885	191	283	(	(	PUNCT
ajceb-8885	191	284	ms=4.21	ms=4.21	PROPN
ajceb-8885	191	285	)	)	PUNCT
ajceb-8885	191	286	,	,	PUNCT
ajceb-8885	191	287	incompetence	incompetence	NOUN
ajceb-8885	191	288	(	(	PUNCT
ajceb-8885	191	289	ms=4.33	ms=4.33	NOUN
ajceb-8885	191	290	)	)	PUNCT
ajceb-8885	191	291	,	,	PUNCT
ajceb-8885	191	292	client	client	NOUN
ajceb-8885	191	293	-	-	PUNCT
ajceb-8885	191	294	abuse	abuse	NOUN
ajceb-8885	191	295	(	(	PUNCT
ajceb-8885	191	296	ms=3.93	ms=3.93	NOUN
ajceb-8885	191	297	)	)	PUNCT
ajceb-8885	191	298	,	,	PUNCT
ajceb-8885	191	299	carelessness	carelessness	NOUN
ajceb-8885	191	300	(	(	PUNCT
ajceb-8885	191	301	ms=3.85	ms=3.85	NOUN
ajceb-8885	191	302	)	)	PUNCT
ajceb-8885	191	303	,	,	PUNCT
ajceb-8885	191	304	tax	tax	NOUN
ajceb-8885	191	305	evasion	evasion	NOUN
ajceb-8885	191	306	(	(	PUNCT
ajceb-8885	191	307	ms=3.90	ms=3.90	NOUN
ajceb-8885	191	308	)	)	PUNCT
ajceb-8885	191	309	,	,	PUNCT
ajceb-8885	191	310	poor	poor	ADJ
ajceb-8885	191	311	documentation	documentation	NOUN
ajceb-8885	191	312	(	(	PUNCT
ajceb-8885	191	313	ms=3.89	ms=3.89	NOUN
ajceb-8885	191	314	)	)	PUNCT
ajceb-8885	191	315	,	,	PUNCT
ajceb-8885	191	316	collusion	collusion	NOUN
ajceb-8885	191	317	(	(	PUNCT
ajceb-8885	191	318	ms=3.80	ms=3.80	NOUN
ajceb-8885	191	319	)	)	PUNCT
ajceb-8885	191	320	,	,	PUNCT
ajceb-8885	191	321	kickbacks	kickback	NOUN
ajceb-8885	191	322	(	(	PUNCT
ajceb-8885	191	323	ms=3.75	ms=3.75	ADJ
ajceb-8885	191	324	)	)	PUNCT
ajceb-8885	191	325	,	,	PUNCT
ajceb-8885	191	326	facilitation	facilitation	NOUN
ajceb-8885	191	327	payments	payment	NOUN
ajceb-8885	191	328	(	(	PUNCT
ajceb-8885	191	329	ms=4.11	ms=4.11	NOUN
ajceb-8885	191	330	)	)	PUNCT
ajceb-8885	191	331	,	,	PUNCT
ajceb-8885	191	332	patronage	patronage	NOUN
ajceb-8885	191	333	(	(	PUNCT
ajceb-8885	191	334	ms=4.15	ms=4.15	NOUN
ajceb-8885	191	335	)	)	PUNCT
ajceb-8885	191	336	,	,	PUNCT
ajceb-8885	191	337	money	money	NOUN
ajceb-8885	191	338	laundering	laundering	NOUN
ajceb-8885	191	339	(	(	PUNCT
ajceb-8885	191	340	4.03	4.03	NUM
ajceb-8885	191	341	)	)	PUNCT
ajceb-8885	191	342	,	,	PUNCT
ajceb-8885	191	343	non	non	ADJ
ajceb-8885	191	344	-	-	NOUN
ajceb-8885	191	345	compliance	compliance	NOUN
ajceb-8885	191	346	with	with	ADP
ajceb-8885	191	347	contract	contract	NOUN
ajceb-8885	191	348	(	(	PUNCT
ajceb-8885	191	349	ms=4.06	ms=4.06	NOUN
ajceb-8885	191	350	)	)	PUNCT
ajceb-8885	191	351	,	,	PUNCT
ajceb-8885	191	352	conditions	condition	NOUN
ajceb-8885	191	353	of	of	ADP
ajceb-8885	191	354	contracts	contract	NOUN
ajceb-8885	191	355	with	with	ADP
ajceb-8885	191	356	vague	vague	ADJ
ajceb-8885	191	357	terms	term	NOUN
ajceb-8885	191	358	of	of	ADP
ajceb-8885	191	359	reference	reference	NOUN
ajceb-8885	191	360	(	(	PUNCT
ajceb-8885	191	361	ms=4.04	ms=4.04	NOUN
ajceb-8885	191	362	)	)	PUNCT
ajceb-8885	191	363	,	,	PUNCT
ajceb-8885	191	364	leaking	leak	VERB
ajceb-8885	191	365	of	of	ADP
ajceb-8885	191	366	lowest	low	ADJ
ajceb-8885	191	367	price	price	NOUN
ajceb-8885	191	368	to	to	ADP
ajceb-8885	191	369	the	the	DET
ajceb-8885	191	370	preferred	preferred	ADJ
ajceb-8885	191	371	contractors	contractor	NOUN
ajceb-8885	191	372	(	(	PUNCT
ajceb-8885	191	373	ms=4.04	ms=4.04	NOUN
ajceb-8885	191	374	)	)	PUNCT
ajceb-8885	191	375	,	,	PUNCT
ajceb-8885	191	376	falsely	falsely	ADV
ajceb-8885	191	377	increasing	increase	VERB
ajceb-8885	191	378	the	the	DET
ajceb-8885	191	379	quantities	quantity	NOUN
ajceb-8885	191	380	of	of	ADP
ajceb-8885	191	381	certified	certified	ADJ
ajceb-8885	191	382	works	work	NOUN
ajceb-8885	191	383	(	(	PUNCT
ajceb-8885	191	384	ms=3.85	ms=3.85	NOUN
ajceb-8885	191	385	)	)	PUNCT
ajceb-8885	191	386	,	,	PUNCT
ajceb-8885	191	387	fraudulently	fraudulently	ADV
ajceb-8885	191	388	increased	increase	VERB
ajceb-8885	191	389	variation	variation	NOUN
ajceb-8885	191	390	claims	claim	NOUN
ajceb-8885	191	391	(	(	PUNCT
ajceb-8885	191	392	ms=3.92	ms=3.92	NOUN
ajceb-8885	191	393	)	)	PUNCT
ajceb-8885	191	394	oluseye	oluseye	NOUN
ajceb-8885	191	395	et	et	PROPN
ajceb-8885	191	396	al	al	PROPN
ajceb-8885	191	397	.	.	PUNCT
ajceb-8885	192	1	construction	construction	NOUN
ajceb-8885	192	2	economics	economic	NOUN
ajceb-8885	192	3	and	and	CCONJ
ajceb-8885	192	4	building	building	NOUN
ajceb-8885	192	5	,	,	PUNCT
ajceb-8885	192	6	vol	vol	NOUN
ajceb-8885	192	7	.	.	PROPN
ajceb-8885	192	8	23	23	NUM
ajceb-8885	192	9	,	,	PUNCT
ajceb-8885	192	10	no	no	INTJ
ajceb-8885	192	11	.	.	NOUN
ajceb-8885	193	1	3/4	3/4	NUM
ajceb-8885	193	2	december	december	PROPN
ajceb-8885	193	3	2023194	2023194	NUM
ajceb-8885	193	4	the	the	DET
ajceb-8885	193	5	variables	variable	NOUN
ajceb-8885	193	6	do	do	AUX
ajceb-8885	193	7	not	not	PART
ajceb-8885	193	8	exhibit	exhibit	VERB
ajceb-8885	193	9	any	any	DET
ajceb-8885	193	10	first	first	ADJ
ajceb-8885	193	11	-	-	PUNCT
ajceb-8885	193	12	order	order	NOUN
ajceb-8885	193	13	autocorrelation	autocorrelation	NOUN
ajceb-8885	193	14	with	with	ADP
ajceb-8885	193	15	one	one	NUM
ajceb-8885	193	16	another	another	DET
ajceb-8885	193	17	.	.	PUNCT
ajceb-8885	194	1	according	accord	VERB
ajceb-8885	194	2	to	to	ADP
ajceb-8885	194	3	the	the	DET
ajceb-8885	194	4	findings	finding	NOUN
ajceb-8885	194	5	,	,	PUNCT
ajceb-8885	194	6	the	the	DET
ajceb-8885	194	7	model	model	NOUN
ajceb-8885	194	8	does	do	AUX
ajceb-8885	194	9	not	not	PART
ajceb-8885	194	10	suffer	suffer	VERB
ajceb-8885	194	11	from	from	ADP
ajceb-8885	194	12	a	a	DET
ajceb-8885	194	13	true	true	ADJ
ajceb-8885	194	14	case	case	NOUN
ajceb-8885	194	15	of	of	ADP
ajceb-8885	194	16	multicollinearity	multicollinearity	NOUN
ajceb-8885	194	17	,	,	PUNCT
ajceb-8885	194	18	and	and	CCONJ
ajceb-8885	194	19	the	the	DET
ajceb-8885	194	20	measured	measured	ADJ
ajceb-8885	194	21	variables	variable	NOUN
ajceb-8885	194	22	are	be	AUX
ajceb-8885	194	23	found	find	VERB
ajceb-8885	194	24	to	to	PART
ajceb-8885	194	25	be	be	AUX
ajceb-8885	194	26	objective	objective	ADJ
ajceb-8885	194	27	,	,	PUNCT
ajceb-8885	194	28	consistent	consistent	ADJ
ajceb-8885	194	29	,	,	PUNCT
ajceb-8885	194	30	and	and	CCONJ
ajceb-8885	194	31	reliable	reliable	ADJ
ajceb-8885	194	32	for	for	ADP
ajceb-8885	194	33	mlr	mlr	PROPN
ajceb-8885	194	34	.	.	PROPN
ajceb-8885	194	35	table	table	NOUN
ajceb-8885	194	36	2	2	NUM
ajceb-8885	194	37	presents	present	VERB
ajceb-8885	194	38	the	the	DET
ajceb-8885	194	39	findings	finding	NOUN
ajceb-8885	194	40	of	of	ADP
ajceb-8885	194	41	a	a	DET
ajceb-8885	194	42	significance	significance	NOUN
ajceb-8885	194	43	test	test	NOUN
ajceb-8885	194	44	that	that	PRON
ajceb-8885	194	45	was	be	AUX
ajceb-8885	194	46	run	run	VERB
ajceb-8885	194	47	using	use	VERB
ajceb-8885	194	48	the	the	DET
ajceb-8885	194	49	mean	mean	ADJ
ajceb-8885	194	50	scores	score	NOUN
ajceb-8885	194	51	on	on	ADP
ajceb-8885	194	52	the	the	DET
ajceb-8885	194	53	items	item	NOUN
ajceb-8885	194	54	in	in	ADP
ajceb-8885	194	55	the	the	DET
ajceb-8885	194	56	survey	survey	NOUN
ajceb-8885	194	57	.	.	PUNCT
ajceb-8885	195	1	because	because	SCONJ
ajceb-8885	195	2	each	each	PRON
ajceb-8885	195	3	of	of	ADP
ajceb-8885	195	4	the	the	DET
ajceb-8885	195	5	factors	factor	NOUN
ajceb-8885	195	6	has	have	VERB
ajceb-8885	195	7	a	a	DET
ajceb-8885	195	8	mean	mean	ADJ
ajceb-8885	195	9	score	score	NOUN
ajceb-8885	195	10	that	that	PRON
ajceb-8885	195	11	is	be	AUX
ajceb-8885	195	12	higher	high	ADJ
ajceb-8885	195	13	than	than	ADP
ajceb-8885	195	14	3.21	3.21	NUM
ajceb-8885	195	15	,	,	PUNCT
ajceb-8885	195	16	it	it	PRON
ajceb-8885	195	17	can	can	AUX
ajceb-8885	195	18	be	be	AUX
ajceb-8885	195	19	deduced	deduce	VERB
ajceb-8885	195	20	that	that	SCONJ
ajceb-8885	195	21	they	they	PRON
ajceb-8885	195	22	all	all	PRON
ajceb-8885	195	23	have	have	VERB
ajceb-8885	195	24	a	a	DET
ajceb-8885	195	25	very	very	ADV
ajceb-8885	195	26	significant	significant	ADJ
ajceb-8885	195	27	impact	impact	NOUN
ajceb-8885	195	28	on	on	ADP
ajceb-8885	195	29	the	the	DET
ajceb-8885	195	30	outcome	outcome	NOUN
ajceb-8885	195	31	.	.	PUNCT
ajceb-8885	196	1	logic	logic	NOUN
ajceb-8885	196	2	of	of	ADP
ajceb-8885	196	3	precautionary	precautionary	ADJ
ajceb-8885	196	4	anti	anti	ADJ
ajceb-8885	196	5	-	-	ADJ
ajceb-8885	196	6	corruption	corruption	ADJ
ajceb-8885	196	7	systems	system	NOUN
ajceb-8885	196	8	and	and	CCONJ
ajceb-8885	196	9	their	their	PRON
ajceb-8885	196	10	effects	effect	NOUN
ajceb-8885	196	11	on	on	ADP
ajceb-8885	196	12	corruption	corruption	NOUN
ajceb-8885	196	13	in	in	ADP
ajceb-8885	196	14	project	project	NOUN
ajceb-8885	196	15	planning	planning	NOUN
ajceb-8885	196	16	and	and	CCONJ
ajceb-8885	196	17	execution	execution	NOUN
ajceb-8885	196	18	the	the	DET
ajceb-8885	196	19	effects	effect	NOUN
ajceb-8885	196	20	of	of	ADP
ajceb-8885	196	21	precautionary	precautionary	ADJ
ajceb-8885	196	22	anti	anti	ADJ
ajceb-8885	196	23	-	-	ADJ
ajceb-8885	196	24	corruption	corruption	ADJ
ajceb-8885	196	25	systems	system	NOUN
ajceb-8885	196	26	(	(	PUNCT
ajceb-8885	196	27	pacs	pac	NOUN
ajceb-8885	196	28	)	)	PUNCT
ajceb-8885	196	29	logic	logic	NOUN
ajceb-8885	196	30	on	on	ADP
ajceb-8885	196	31	corruption	corruption	NOUN
ajceb-8885	196	32	in	in	ADP
ajceb-8885	196	33	project	project	NOUN
ajceb-8885	196	34	planning	planning	NOUN
ajceb-8885	196	35	and	and	CCONJ
ajceb-8885	196	36	execution	execution	NOUN
ajceb-8885	196	37	are	be	AUX
ajceb-8885	196	38	presented	present	VERB
ajceb-8885	196	39	in	in	ADP
ajceb-8885	196	40	table	table	NOUN
ajceb-8885	196	41	3	3	NUM
ajceb-8885	196	42	.	.	PUNCT
ajceb-8885	197	1	as	as	SCONJ
ajceb-8885	197	2	demonstrated	demonstrate	VERB
ajceb-8885	197	3	in	in	ADP
ajceb-8885	197	4	the	the	DET
ajceb-8885	197	5	data	datum	NOUN
ajceb-8885	197	6	,	,	PUNCT
ajceb-8885	197	7	the	the	DET
ajceb-8885	197	8	pacs	pac	NOUN
ajceb-8885	197	9	has	have	VERB
ajceb-8885	197	10	a	a	DET
ajceb-8885	197	11	substantial	substantial	ADJ
ajceb-8885	197	12	impact	impact	NOUN
ajceb-8885	197	13	on	on	ADP
ajceb-8885	197	14	manifestations	manifestation	NOUN
ajceb-8885	197	15	of	of	ADP
ajceb-8885	197	16	corruption	corruption	NOUN
ajceb-8885	197	17	during	during	ADP
ajceb-8885	197	18	project	project	NOUN
ajceb-8885	197	19	planning	planning	NOUN
ajceb-8885	197	20	and	and	CCONJ
ajceb-8885	197	21	execution	execution	NOUN
ajceb-8885	197	22	.	.	PUNCT
ajceb-8885	198	1	pacs	pac	NOUN
ajceb-8885	198	2	with	with	ADP
ajceb-8885	198	3	outstanding	outstanding	ADJ
ajceb-8885	198	4	logic	logic	NOUN
ajceb-8885	198	5	(	(	PUNCT
ajceb-8885	198	6	contractual	contractual	ADJ
ajceb-8885	198	7	compliance	compliance	NOUN
ajceb-8885	198	8	and	and	CCONJ
ajceb-8885	198	9	financial	financial	ADJ
ajceb-8885	198	10	accountability	accountability	NOUN
ajceb-8885	198	11	)	)	PUNCT
ajceb-8885	198	12	have	have	VERB
ajceb-8885	198	13	a	a	DET
ajceb-8885	198	14	significant	significant	ADJ
ajceb-8885	198	15	impact	impact	NOUN
ajceb-8885	198	16	on	on	ADP
ajceb-8885	198	17	corruption	corruption	NOUN
ajceb-8885	198	18	manifestations	manifestation	NOUN
ajceb-8885	198	19	during	during	ADP
ajceb-8885	198	20	project	project	NOUN
ajceb-8885	198	21	planning	planning	NOUN
ajceb-8885	198	22	and	and	CCONJ
ajceb-8885	198	23	execution	execution	NOUN
ajceb-8885	198	24	.	.	PUNCT
ajceb-8885	199	1	this	this	PRON
ajceb-8885	199	2	lends	lend	VERB
ajceb-8885	199	3	credence	credence	NOUN
ajceb-8885	199	4	to	to	ADP
ajceb-8885	199	5	hypothesis	hypothesis	NOUN
ajceb-8885	199	6	1a	1a	NOUN
ajceb-8885	199	7	.	.	PUNCT
ajceb-8885	200	1	pacs	pac	NOUN
ajceb-8885	200	2	with	with	ADP
ajceb-8885	200	3	good	good	ADJ
ajceb-8885	200	4	logic	logic	NOUN
ajceb-8885	200	5	(	(	PUNCT
ajceb-8885	200	6	international	international	ADJ
ajceb-8885	200	7	and	and	CCONJ
ajceb-8885	200	8	national	national	ADJ
ajceb-8885	200	9	standards	standard	NOUN
ajceb-8885	200	10	and	and	CCONJ
ajceb-8885	200	11	kpis	kpis	NOUN
ajceb-8885	200	12	)	)	PUNCT
ajceb-8885	200	13	has	have	VERB
ajceb-8885	200	14	a	a	DET
ajceb-8885	200	15	moderate	moderate	ADJ
ajceb-8885	200	16	effect	effect	NOUN
ajceb-8885	200	17	on	on	ADP
ajceb-8885	200	18	corruption	corruption	NOUN
ajceb-8885	200	19	manifestations	manifestation	NOUN
ajceb-8885	200	20	during	during	ADP
ajceb-8885	200	21	project	project	NOUN
ajceb-8885	200	22	planning	planning	NOUN
ajceb-8885	200	23	and	and	CCONJ
ajceb-8885	200	24	execution	execution	NOUN
ajceb-8885	200	25	.	.	PUNCT
ajceb-8885	201	1	this	this	PRON
ajceb-8885	201	2	supports	support	VERB
ajceb-8885	201	3	hypothesis	hypothesis	NOUN
ajceb-8885	201	4	1b	1b	NUM
ajceb-8885	201	5	.	.	PUNCT
ajceb-8885	202	1	it	it	PRON
ajceb-8885	202	2	was	be	AUX
ajceb-8885	202	3	discovered	discover	VERB
ajceb-8885	202	4	that	that	SCONJ
ajceb-8885	202	5	pacs	pac	NOUN
ajceb-8885	202	6	with	with	ADP
ajceb-8885	202	7	poor	poor	ADJ
ajceb-8885	202	8	logic	logic	NOUN
ajceb-8885	202	9	(	(	PUNCT
ajceb-8885	202	10	financial	financial	ADJ
ajceb-8885	202	11	auditing	auditing	NOUN
ajceb-8885	202	12	,	,	PUNCT
ajceb-8885	202	13	contract	contract	NOUN
ajceb-8885	202	14	monitoring	monitoring	NOUN
ajceb-8885	202	15	,	,	PUNCT
ajceb-8885	202	16	project	project	NOUN
ajceb-8885	202	17	governance	governance	NOUN
ajceb-8885	202	18	,	,	PUNCT
ajceb-8885	202	19	transaction	transaction	NOUN
ajceb-8885	202	20	analysis	analysis	NOUN
ajceb-8885	202	21	,	,	PUNCT
ajceb-8885	202	22	and	and	CCONJ
ajceb-8885	202	23	technical	technical	ADJ
ajceb-8885	202	24	auditing	auditing	NOUN
ajceb-8885	202	25	)	)	PUNCT
ajceb-8885	202	26	had	have	VERB
ajceb-8885	202	27	a	a	DET
ajceb-8885	202	28	negligible	negligible	ADJ
ajceb-8885	202	29	impact	impact	NOUN
ajceb-8885	202	30	on	on	ADP
ajceb-8885	202	31	the	the	DET
ajceb-8885	202	32	manifestation	manifestation	NOUN
ajceb-8885	202	33	of	of	ADP
ajceb-8885	202	34	corruption	corruption	NOUN
ajceb-8885	202	35	in	in	ADP
ajceb-8885	202	36	project	project	NOUN
ajceb-8885	202	37	planning	planning	NOUN
ajceb-8885	202	38	and	and	CCONJ
ajceb-8885	202	39	execution	execution	NOUN
ajceb-8885	202	40	.	.	PUNCT
ajceb-8885	203	1	this	this	PRON
ajceb-8885	203	2	supports	support	VERB
ajceb-8885	203	3	hypothesis	hypothesis	NOUN
ajceb-8885	203	4	1d	1d	NUM
ajceb-8885	203	5	.	.	PUNCT
ajceb-8885	204	1	a	a	DET
ajceb-8885	204	2	pacs	pac	NOUN
ajceb-8885	204	3	with	with	ADP
ajceb-8885	204	4	fair	fair	ADJ
ajceb-8885	204	5	logic	logic	NOUN
ajceb-8885	204	6	includes	include	VERB
ajceb-8885	204	7	record	record	NOUN
ajceb-8885	204	8	management	management	NOUN
ajceb-8885	204	9	and	and	CCONJ
ajceb-8885	204	10	a	a	DET
ajceb-8885	204	11	code	code	NOUN
ajceb-8885	204	12	of	of	ADP
ajceb-8885	204	13	ethics	ethic	NOUN
ajceb-8885	204	14	.	.	PUNCT
ajceb-8885	205	1	in	in	ADP
ajceb-8885	205	2	accordance	accordance	NOUN
ajceb-8885	205	3	with	with	ADP
ajceb-8885	205	4	hypothesis	hypothesis	NOUN
ajceb-8885	205	5	1c	1c	NOUN
ajceb-8885	205	6	,	,	PUNCT
ajceb-8885	205	7	they	they	PRON
ajceb-8885	205	8	were	be	AUX
ajceb-8885	205	9	found	find	VERB
ajceb-8885	205	10	to	to	PART
ajceb-8885	205	11	have	have	VERB
ajceb-8885	205	12	a	a	DET
ajceb-8885	205	13	minimal	minimal	ADJ
ajceb-8885	205	14	effect	effect	NOUN
ajceb-8885	205	15	on	on	ADP
ajceb-8885	205	16	corruption	corruption	NOUN
ajceb-8885	205	17	manifestation	manifestation	NOUN
ajceb-8885	205	18	during	during	ADP
ajceb-8885	205	19	project	project	NOUN
ajceb-8885	205	20	planning	planning	NOUN
ajceb-8885	205	21	and	and	CCONJ
ajceb-8885	205	22	execution	execution	NOUN
ajceb-8885	205	23	.	.	PUNCT
ajceb-8885	206	1	in	in	ADP
ajceb-8885	206	2	addition	addition	NOUN
ajceb-8885	206	3	,	,	PUNCT
ajceb-8885	206	4	the	the	DET
ajceb-8885	206	5	table	table	NOUN
ajceb-8885	206	6	revealed	reveal	VERB
ajceb-8885	206	7	that	that	SCONJ
ajceb-8885	206	8	ethical	ethical	ADJ
ajceb-8885	206	9	code	code	NOUN
ajceb-8885	206	10	has	have	VERB
ajceb-8885	206	11	a	a	DET
ajceb-8885	206	12	highly	highly	ADV
ajceb-8885	206	13	significant	significant	ADJ
ajceb-8885	206	14	and	and	CCONJ
ajceb-8885	206	15	negative	negative	ADJ
ajceb-8885	206	16	effect	effect	NOUN
ajceb-8885	206	17	on	on	ADP
ajceb-8885	206	18	changing	change	VERB
ajceb-8885	206	19	specifications	specification	NOUN
ajceb-8885	206	20	(	(	PUNCT
ajceb-8885	206	21	r	r	NOUN
ajceb-8885	206	22	=	=	SYM
ajceb-8885	206	23	-1.032	-1.032	NOUN
ajceb-8885	206	24	,	,	PUNCT
ajceb-8885	206	25	p	p	X
ajceb-8885	206	26	=	=	NOUN
ajceb-8885	206	27	0.000	0.000	NUM
ajceb-8885	206	28	)	)	PUNCT
ajceb-8885	206	29	and	and	CCONJ
ajceb-8885	206	30	money	money	NOUN
ajceb-8885	206	31	laundering	laundering	NOUN
ajceb-8885	206	32	(	(	PUNCT
ajceb-8885	206	33	r	r	NOUN
ajceb-8885	206	34	=	=	SYM
ajceb-8885	206	35	-0.924	-0.924	NOUN
ajceb-8885	206	36	,	,	PUNCT
ajceb-8885	206	37	p	p	NOUN
ajceb-8885	206	38	=	=	NOUN
ajceb-8885	206	39	0.000	0.000	NUM
ajceb-8885	206	40	)	)	PUNCT
ajceb-8885	206	41	.	.	PUNCT
ajceb-8885	207	1	the	the	DET
ajceb-8885	207	2	correlation	correlation	NOUN
ajceb-8885	207	3	between	between	ADP
ajceb-8885	207	4	technical	technical	ADJ
ajceb-8885	207	5	auditing	auditing	NOUN
ajceb-8885	207	6	and	and	CCONJ
ajceb-8885	207	7	embezzlement	embezzlement	NOUN
ajceb-8885	207	8	is	be	AUX
ajceb-8885	207	9	statistically	statistically	ADV
ajceb-8885	207	10	significant	significant	ADJ
ajceb-8885	207	11	and	and	CCONJ
ajceb-8885	207	12	negative	negative	ADJ
ajceb-8885	207	13	(	(	PUNCT
ajceb-8885	207	14	r	r	NOUN
ajceb-8885	207	15	=	=	SYM
ajceb-8885	207	16	-0.843	-0.843	NOUN
ajceb-8885	207	17	,	,	PUNCT
ajceb-8885	207	18	p	p	X
ajceb-8885	207	19	=	=	NOUN
ajceb-8885	207	20	0.000	0.000	NUM
ajceb-8885	207	21	)	)	PUNCT
ajceb-8885	207	22	.	.	PUNCT
ajceb-8885	208	1	there	there	PRON
ajceb-8885	208	2	was	be	VERB
ajceb-8885	208	3	an	an	DET
ajceb-8885	208	4	inversely	inversely	ADV
ajceb-8885	208	5	significant	significant	ADJ
ajceb-8885	208	6	relationship	relationship	NOUN
ajceb-8885	208	7	between	between	ADP
ajceb-8885	208	8	financial	financial	ADJ
ajceb-8885	208	9	accountability	accountability	NOUN
ajceb-8885	208	10	and	and	CCONJ
ajceb-8885	208	11	altering	altering	NOUN
ajceb-8885	208	12	of	of	ADP
ajceb-8885	208	13	specifications	specification	NOUN
ajceb-8885	208	14	(	(	PUNCT
ajceb-8885	208	15	r	r	NOUN
ajceb-8885	208	16	=	=	SYM
ajceb-8885	208	17	-0.772	-0.772	NOUN
ajceb-8885	208	18	,	,	PUNCT
ajceb-8885	208	19	p	p	X
ajceb-8885	208	20	=	=	NOUN
ajceb-8885	208	21	0.000	0.000	NUM
ajceb-8885	208	22	)	)	PUNCT
ajceb-8885	208	23	,	,	PUNCT
ajceb-8885	208	24	solicitation	solicitation	NOUN
ajceb-8885	208	25	(	(	PUNCT
ajceb-8885	208	26	r	r	NOUN
ajceb-8885	208	27	=	=	PUNCT
ajceb-8885	208	28	-0.629	-0.629	X
ajceb-8885	208	29	,	,	PUNCT
ajceb-8885	208	30	p	p	X
ajceb-8885	208	31	=	=	NOUN
ajceb-8885	208	32	0.000	0.000	NUM
ajceb-8885	208	33	)	)	PUNCT
ajceb-8885	208	34	,	,	PUNCT
ajceb-8885	208	35	client	client	NOUN
ajceb-8885	208	36	abuse	abuse	NOUN
ajceb-8885	208	37	(	(	PUNCT
ajceb-8885	208	38	r	r	NOUN
ajceb-8885	208	39	=	=	SYM
ajceb-8885	208	40	-0.630	-0.630	NOUN
ajceb-8885	208	41	,	,	PUNCT
ajceb-8885	208	42	p	p	NOUN
ajceb-8885	208	43	=	=	NOUN
ajceb-8885	208	44	0.000	0.000	NUM
ajceb-8885	208	45	)	)	PUNCT
ajceb-8885	208	46	,	,	PUNCT
ajceb-8885	208	47	facilitation	facilitation	NOUN
ajceb-8885	208	48	payment	payment	NOUN
ajceb-8885	208	49	(	(	PUNCT
ajceb-8885	208	50	r	r	NOUN
ajceb-8885	208	51	=	=	SYM
ajceb-8885	208	52	-0.708	-0.708	PROPN
ajceb-8885	208	53	,	,	PUNCT
ajceb-8885	208	54	p	p	X
ajceb-8885	208	55	=	=	NOUN
ajceb-8885	208	56	0.000	0.000	NUM
ajceb-8885	208	57	)	)	PUNCT
ajceb-8885	208	58	,	,	PUNCT
ajceb-8885	208	59	and	and	CCONJ
ajceb-8885	208	60	fraud	fraud	NOUN
ajceb-8885	208	61	(	(	PUNCT
ajceb-8885	208	62	r	r	NOUN
ajceb-8885	208	63	=	=	SYM
ajceb-8885	208	64	-0.705	-0.705	PROPN
ajceb-8885	208	65	,	,	PUNCT
ajceb-8885	208	66	p	p	X
ajceb-8885	208	67	=	=	NOUN
ajceb-8885	208	68	0.000	0.000	NUM
ajceb-8885	208	69	)	)	PUNCT
ajceb-8885	208	70	.	.	PUNCT
ajceb-8885	209	1	the	the	DET
ajceb-8885	209	2	correlation	correlation	NOUN
ajceb-8885	209	3	between	between	ADP
ajceb-8885	209	4	key	key	ADJ
ajceb-8885	209	5	performance	performance	NOUN
ajceb-8885	209	6	indicators	indicator	NOUN
ajceb-8885	209	7	and	and	CCONJ
ajceb-8885	209	8	embezzlement	embezzlement	NOUN
ajceb-8885	209	9	(	(	PUNCT
ajceb-8885	209	10	r	r	NOUN
ajceb-8885	209	11	=	=	SYM
ajceb-8885	209	12	-0.776	-0.776	NOUN
ajceb-8885	209	13	,	,	PUNCT
ajceb-8885	209	14	p	p	X
ajceb-8885	209	15	=	=	NOUN
ajceb-8885	209	16	0.000	0.000	NUM
ajceb-8885	209	17	)	)	PUNCT
ajceb-8885	209	18	and	and	CCONJ
ajceb-8885	209	19	money	money	NOUN
ajceb-8885	209	20	laundering	laundering	NOUN
ajceb-8885	209	21	(	(	PUNCT
ajceb-8885	209	22	r	r	NOUN
ajceb-8885	209	23	=	=	PUNCT
ajceb-8885	209	24	-0.661	-0.661	PROPN
ajceb-8885	209	25	,	,	PUNCT
ajceb-8885	209	26	p	p	X
ajceb-8885	209	27	=	=	NOUN
ajceb-8885	209	28	0.000	0.000	NUM
ajceb-8885	209	29	)	)	PUNCT
ajceb-8885	209	30	the	the	DET
ajceb-8885	209	31	relationship	relationship	NOUN
ajceb-8885	209	32	between	between	ADP
ajceb-8885	209	33	ethical	ethical	ADJ
ajceb-8885	209	34	code	code	NOUN
ajceb-8885	209	35	and	and	CCONJ
ajceb-8885	209	36	carelessness	carelessness	NOUN
ajceb-8885	209	37	(	(	PUNCT
ajceb-8885	209	38	r	r	NOUN
ajceb-8885	209	39	=	=	SYM
ajceb-8885	209	40	-0.660	-0.660	NOUN
ajceb-8885	209	41	,	,	PUNCT
ajceb-8885	209	42	p	p	X
ajceb-8885	209	43	=	=	NOUN
ajceb-8885	209	44	0.000	0.000	NUM
ajceb-8885	209	45	)	)	PUNCT
ajceb-8885	209	46	,	,	PUNCT
ajceb-8885	209	47	tax	tax	NOUN
ajceb-8885	209	48	evasion	evasion	NOUN
ajceb-8885	209	49	(	(	PUNCT
ajceb-8885	209	50	r	r	NOUN
ajceb-8885	209	51	=	=	SYM
ajceb-8885	209	52	-0.621	-0.621	PROPN
ajceb-8885	209	53	,	,	PUNCT
ajceb-8885	209	54	p	p	X
ajceb-8885	209	55	=	=	NOUN
ajceb-8885	209	56	0.000	0.000	NUM
ajceb-8885	209	57	)	)	PUNCT
ajceb-8885	209	58	,	,	PUNCT
ajceb-8885	209	59	kickbacks	kickback	NOUN
ajceb-8885	209	60	(	(	PUNCT
ajceb-8885	209	61	r	r	NOUN
ajceb-8885	209	62	=	=	SYM
ajceb-8885	209	63	-0.688	-0.688	NOUN
ajceb-8885	209	64	,	,	PUNCT
ajceb-8885	209	65	p	p	NOUN
ajceb-8885	209	66	=	=	NOUN
ajceb-8885	209	67	0.001	0.001	NUM
ajceb-8885	209	68	)	)	PUNCT
ajceb-8885	209	69	,	,	PUNCT
ajceb-8885	209	70	and	and	CCONJ
ajceb-8885	209	71	conditions	condition	NOUN
ajceb-8885	209	72	of	of	ADP
ajceb-8885	209	73	contracts	contract	NOUN
ajceb-8885	209	74	with	with	ADP
ajceb-8885	209	75	imprecise	imprecise	ADJ
ajceb-8885	209	76	terms	term	NOUN
ajceb-8885	209	77	of	of	ADP
ajceb-8885	209	78	reference	reference	NOUN
ajceb-8885	209	79	(	(	PUNCT
ajceb-8885	209	80	r	r	NOUN
ajceb-8885	209	81	=	=	SYM
ajceb-8885	209	82	-0.623	-0.623	ADJ
ajceb-8885	209	83	,	,	PUNCT
ajceb-8885	209	84	p	p	NOUN
ajceb-8885	209	85	=	=	NOUN
ajceb-8885	209	86	0.001	0.001	NUM
ajceb-8885	209	87	)	)	PUNCT
ajceb-8885	209	88	is	be	AUX
ajceb-8885	209	89	unambiguously	unambiguously	ADV
ajceb-8885	209	90	and	and	CCONJ
ajceb-8885	209	91	negatively	negatively	ADV
ajceb-8885	209	92	correlated	correlate	VERB
ajceb-8885	209	93	.	.	PUNCT
ajceb-8885	210	1	the	the	DET
ajceb-8885	210	2	relationship	relationship	NOUN
ajceb-8885	210	3	between	between	ADP
ajceb-8885	210	4	influence	influence	NOUN
ajceb-8885	210	5	peddling	peddling	NOUN
ajceb-8885	210	6	and	and	CCONJ
ajceb-8885	210	7	international	international	ADJ
ajceb-8885	210	8	and	and	CCONJ
ajceb-8885	210	9	national	national	ADJ
ajceb-8885	210	10	standards	standard	NOUN
ajceb-8885	210	11	is	be	AUX
ajceb-8885	210	12	robust	robust	ADJ
ajceb-8885	210	13	and	and	CCONJ
ajceb-8885	210	14	negative	negative	ADJ
ajceb-8885	210	15	(	(	PUNCT
ajceb-8885	210	16	r	r	NOUN
ajceb-8885	210	17	=	=	SYM
ajceb-8885	210	18	-0.689	-0.689	NOUN
ajceb-8885	210	19	,	,	PUNCT
ajceb-8885	210	20	p	p	X
ajceb-8885	210	21	=	=	NOUN
ajceb-8885	210	22	0.000	0.000	NUM
ajceb-8885	210	23	)	)	PUNCT
ajceb-8885	210	24	.	.	PUNCT
ajceb-8885	211	1	international	international	ADJ
ajceb-8885	211	2	and	and	CCONJ
ajceb-8885	211	3	national	national	ADJ
ajceb-8885	211	4	standards	standard	NOUN
ajceb-8885	211	5	have	have	VERB
ajceb-8885	211	6	a	a	DET
ajceb-8885	211	7	moderately	moderately	ADV
ajceb-8885	211	8	negative	negative	ADJ
ajceb-8885	211	9	relationship	relationship	NOUN
ajceb-8885	211	10	with	with	ADP
ajceb-8885	211	11	modifying	modify	VERB
ajceb-8885	211	12	specifications	specification	NOUN
ajceb-8885	211	13	(	(	PUNCT
ajceb-8885	211	14	r	r	NOUN
ajceb-8885	211	15	=	=	SYM
ajceb-8885	211	16	-0.427	-0.427	NOUN
ajceb-8885	211	17	,	,	PUNCT
ajceb-8885	211	18	p	p	NOUN
ajceb-8885	211	19	=	=	NOUN
ajceb-8885	211	20	0.000	0.000	NUM
ajceb-8885	211	21	)	)	PUNCT
ajceb-8885	211	22	,	,	PUNCT
ajceb-8885	211	23	solicitation	solicitation	NOUN
ajceb-8885	211	24	(	(	PUNCT
ajceb-8885	211	25	r	r	NOUN
ajceb-8885	211	26	=	=	SYM
ajceb-8885	211	27	-0.501	-0.501	NOUN
ajceb-8885	211	28	,	,	PUNCT
ajceb-8885	211	29	p	p	X
ajceb-8885	211	30	=	=	NOUN
ajceb-8885	211	31	0.000	0.000	NUM
ajceb-8885	211	32	)	)	PUNCT
ajceb-8885	211	33	,	,	PUNCT
ajceb-8885	211	34	carelessness	carelessness	NOUN
ajceb-8885	211	35	(	(	PUNCT
ajceb-8885	211	36	r	r	NOUN
ajceb-8885	211	37	=	=	SYM
ajceb-8885	211	38	-0.458	-0.458	NOUN
ajceb-8885	211	39	,	,	PUNCT
ajceb-8885	211	40	p	p	X
ajceb-8885	211	41	=	=	NOUN
ajceb-8885	211	42	0.000	0.000	NUM
ajceb-8885	211	43	)	)	PUNCT
ajceb-8885	211	44	,	,	PUNCT
ajceb-8885	211	45	falsely	falsely	ADV
ajceb-8885	211	46	increasing	increase	VERB
ajceb-8885	211	47	the	the	DET
ajceb-8885	211	48	quantities	quantity	NOUN
ajceb-8885	211	49	of	of	ADP
ajceb-8885	211	50	certified	certified	ADJ
ajceb-8885	211	51	works	work	NOUN
ajceb-8885	211	52	(	(	PUNCT
ajceb-8885	211	53	r	r	NOUN
ajceb-8885	211	54	=	=	SYM
ajceb-8885	211	55	-0.415	-0.415	NOUN
ajceb-8885	211	56	,	,	PUNCT
ajceb-8885	211	57	p	p	X
ajceb-8885	211	58	=	=	NOUN
ajceb-8885	211	59	0.000	0.000	NUM
ajceb-8885	211	60	)	)	PUNCT
ajceb-8885	211	61	,	,	PUNCT
ajceb-8885	211	62	and	and	CCONJ
ajceb-8885	211	63	fraudulently	fraudulently	ADV
ajceb-8885	211	64	increasing	increase	VERB
ajceb-8885	211	65	variation	variation	NOUN
ajceb-8885	211	66	claims	claim	NOUN
ajceb-8885	211	67	(	(	PUNCT
ajceb-8885	211	68	r	r	NOUN
ajceb-8885	211	69	=	=	SYM
ajceb-8885	211	70	-0.450	-0.450	NOUN
ajceb-8885	211	71	,	,	PUNCT
ajceb-8885	211	72	p	p	NOUN
ajceb-8885	211	73	=	=	X
ajceb-8885	211	74	0.000).a	0.000).a	X
ajceb-8885	211	75	moderately	moderately	ADV
ajceb-8885	211	76	negative	negative	ADJ
ajceb-8885	211	77	relationship	relationship	NOUN
ajceb-8885	211	78	exists	exist	VERB
ajceb-8885	211	79	between	between	ADP
ajceb-8885	211	80	financial	financial	ADJ
ajceb-8885	211	81	accountability	accountability	NOUN
ajceb-8885	211	82	and	and	CCONJ
ajceb-8885	211	83	embezzlement	embezzlement	NOUN
ajceb-8885	211	84	(	(	PUNCT
ajceb-8885	211	85	r	r	NOUN
ajceb-8885	211	86	=	=	SYM
ajceb-8885	211	87	-0.548	-0.548	PUNCT
ajceb-8885	211	88	,	,	PUNCT
ajceb-8885	211	89	p	p	X
ajceb-8885	211	90	=	=	NOUN
ajceb-8885	211	91	0.000	0.000	NUM
ajceb-8885	211	92	)	)	PUNCT
ajceb-8885	211	93	,	,	PUNCT
ajceb-8885	211	94	conducive	conducive	ADJ
ajceb-8885	211	95	attitudes	attitude	NOUN
ajceb-8885	211	96	(	(	PUNCT
ajceb-8885	211	97	9r	9r	NUM
ajceb-8885	211	98	=	=	SYM
ajceb-8885	211	99	-0.450	-0.450	X
ajceb-8885	211	100	,	,	PUNCT
ajceb-8885	211	101	p	p	X
ajceb-8885	211	102	=	=	NOUN
ajceb-8885	211	103	0.004	0.004	NUM
ajceb-8885	211	104	)	)	PUNCT
ajceb-8885	211	105	,	,	PUNCT
ajceb-8885	211	106	incompetence	incompetence	NOUN
ajceb-8885	211	107	(	(	PUNCT
ajceb-8885	211	108	r	r	NOUN
ajceb-8885	211	109	=	=	PUNCT
ajceb-8885	211	110	-0.424	-0.424	PROPN
ajceb-8885	211	111	,	,	PUNCT
ajceb-8885	211	112	p	p	X
ajceb-8885	211	113	=	=	NOUN
ajceb-8885	211	114	0.000	0.000	NUM
ajceb-8885	211	115	)	)	PUNCT
ajceb-8885	211	116	,	,	PUNCT
ajceb-8885	211	117	negligence	negligence	NOUN
ajceb-8885	211	118	(	(	PUNCT
ajceb-8885	211	119	r	r	NOUN
ajceb-8885	211	120	=	=	SYM
ajceb-8885	211	121	-0.591	-0.591	NOUN
ajceb-8885	211	122	,	,	PUNCT
ajceb-8885	211	123	p	p	X
ajceb-8885	211	124	=	=	NOUN
ajceb-8885	211	125	0.000	0.000	NUM
ajceb-8885	211	126	)	)	PUNCT
ajceb-8885	211	127	,	,	PUNCT
ajceb-8885	211	128	and	and	CCONJ
ajceb-8885	211	129	kickbacks	kickback	NOUN
ajceb-8885	211	130	(	(	PUNCT
ajceb-8885	211	131	r	r	NOUN
ajceb-8885	211	132	=	=	SYM
ajceb-8885	211	133	-0.433	-0.433	NOUN
ajceb-8885	211	134	,	,	PUNCT
ajceb-8885	211	135	p	p	NOUN
ajceb-8885	211	136	=	=	NOUN
ajceb-8885	211	137	0.001	0.001	NUM
ajceb-8885	211	138	)	)	PUNCT
ajceb-8885	211	139	.	.	PUNCT
ajceb-8885	212	1	technical	technical	ADJ
ajceb-8885	212	2	auditing	auditing	NOUN
ajceb-8885	212	3	is	be	AUX
ajceb-8885	212	4	moderately	moderately	ADV
ajceb-8885	212	5	and	and	CCONJ
ajceb-8885	212	6	negatively	negatively	ADV
ajceb-8885	212	7	associated	associate	VERB
ajceb-8885	212	8	with	with	ADP
ajceb-8885	212	9	negligence	negligence	NOUN
ajceb-8885	212	10	(	(	PUNCT
ajceb-8885	212	11	r	r	NOUN
ajceb-8885	212	12	=	=	PUNCT
ajceb-8885	212	13	-0.593	-0.593	PROPN
ajceb-8885	212	14	,	,	PUNCT
ajceb-8885	212	15	p	p	X
ajceb-8885	212	16	=	=	NOUN
ajceb-8885	212	17	0.000	0.000	NUM
ajceb-8885	212	18	)	)	PUNCT
ajceb-8885	212	19	,	,	PUNCT
ajceb-8885	212	20	facilitation	facilitation	NOUN
ajceb-8885	212	21	payment	payment	NOUN
ajceb-8885	212	22	(	(	PUNCT
ajceb-8885	212	23	r	r	NOUN
ajceb-8885	212	24	=	=	SYM
ajceb-8885	212	25	-0.591	-0.591	NOUN
ajceb-8885	212	26	,	,	PUNCT
ajceb-8885	212	27	p	p	X
ajceb-8885	212	28	=	=	NOUN
ajceb-8885	212	29	0.000	0.000	NUM
ajceb-8885	212	30	)	)	PUNCT
ajceb-8885	212	31	,	,	PUNCT
ajceb-8885	212	32	and	and	CCONJ
ajceb-8885	212	33	patronage	patronage	NOUN
ajceb-8885	212	34	(	(	PUNCT
ajceb-8885	212	35	r	r	NOUN
ajceb-8885	212	36	=	=	SYM
ajceb-8885	212	37	-0.544	-0.544	PROPN
ajceb-8885	212	38	,	,	PUNCT
ajceb-8885	212	39	p	p	X
ajceb-8885	212	40	=	=	NOUN
ajceb-8885	212	41	0.000	0.000	NUM
ajceb-8885	212	42	)	)	PUNCT
ajceb-8885	212	43	,	,	PUNCT
ajceb-8885	212	44	as	as	SCONJ
ajceb-8885	212	45	shown	show	VERB
ajceb-8885	212	46	in	in	ADP
ajceb-8885	212	47	the	the	DET
ajceb-8885	212	48	table	table	NOUN
ajceb-8885	212	49	.	.	PUNCT
ajceb-8885	213	1	while	while	SCONJ
ajceb-8885	213	2	dishonesty	dishonesty	NOUN
ajceb-8885	213	3	and	and	CCONJ
ajceb-8885	213	4	contractual	contractual	ADJ
ajceb-8885	213	5	compliance	compliance	NOUN
ajceb-8885	213	6	have	have	VERB
ajceb-8885	213	7	a	a	DET
ajceb-8885	213	8	moderately	moderately	ADV
ajceb-8885	213	9	negative	negative	ADJ
ajceb-8885	213	10	relationship	relationship	NOUN
ajceb-8885	213	11	with	with	ADP
ajceb-8885	213	12	embezzlement	embezzlement	NOUN
ajceb-8885	213	13	(	(	PUNCT
ajceb-8885	213	14	r	r	NOUN
ajceb-8885	213	15	=	=	SYM
ajceb-8885	213	16	-0.494	-0.494	X
ajceb-8885	213	17	,	,	PUNCT
ajceb-8885	213	18	p	p	NOUN
ajceb-8885	213	19	=	=	NOUN
ajceb-8885	213	20	0.001	0.001	NUM
ajceb-8885	213	21	)	)	PUNCT
ajceb-8885	213	22	,	,	PUNCT
ajceb-8885	213	23	ethical	ethical	ADJ
ajceb-8885	213	24	code	code	NOUN
ajceb-8885	213	25	and	and	CCONJ
ajceb-8885	213	26	contract	contract	NOUN
ajceb-8885	213	27	monitoring	monitoring	NOUN
ajceb-8885	213	28	have	have	VERB
ajceb-8885	213	29	a	a	DET
ajceb-8885	213	30	moderately	moderately	ADV
ajceb-8885	213	31	negative	negative	ADJ
ajceb-8885	213	32	relationship	relationship	NOUN
ajceb-8885	213	33	with	with	ADP
ajceb-8885	213	34	embezzlement	embezzlement	NOUN
ajceb-8885	213	35	(	(	PUNCT
ajceb-8885	213	36	r	r	NOUN
ajceb-8885	213	37	=	=	PUNCT
ajceb-8885	213	38	-0.533	-0.533	PROPN
ajceb-8885	213	39	,	,	PUNCT
ajceb-8885	213	40	p	p	X
ajceb-8885	213	41	=	=	NOUN
ajceb-8885	213	42	0.000	0.000	NUM
ajceb-8885	213	43	)	)	PUNCT
ajceb-8885	213	44	.	.	PUNCT
ajceb-8885	214	1	ethical	ethical	PROPN
ajceb-8885	214	2	code	code	NOUN
ajceb-8885	214	3	was	be	AUX
ajceb-8885	214	4	found	find	VERB
ajceb-8885	214	5	to	to	PART
ajceb-8885	214	6	be	be	AUX
ajceb-8885	214	7	negatively	negatively	ADV
ajceb-8885	214	8	and	and	CCONJ
ajceb-8885	214	9	moderately	moderately	ADV
ajceb-8885	214	10	related	relate	VERB
ajceb-8885	214	11	to	to	ADP
ajceb-8885	214	12	client	client	NOUN
ajceb-8885	214	13	abuse	abuse	NOUN
ajceb-8885	214	14	(	(	PUNCT
ajceb-8885	214	15	r	r	NOUN
ajceb-8885	214	16	=	=	SYM
ajceb-8885	214	17	-0.532	-0.532	X
ajceb-8885	214	18	,	,	PUNCT
ajceb-8885	214	19	p	p	X
ajceb-8885	214	20	=	=	NOUN
ajceb-8885	214	21	0.000	0.000	NUM
ajceb-8885	214	22	)	)	PUNCT
ajceb-8885	214	23	,	,	PUNCT
ajceb-8885	214	24	while	while	SCONJ
ajceb-8885	214	25	kpi	kpi	PROPN
ajceb-8885	214	26	was	be	AUX
ajceb-8885	214	27	found	find	VERB
ajceb-8885	214	28	to	to	PART
ajceb-8885	214	29	be	be	AUX
ajceb-8885	214	30	negatively	negatively	ADV
ajceb-8885	214	31	and	and	CCONJ
ajceb-8885	214	32	moderately	moderately	ADV
ajceb-8885	214	33	related	relate	VERB
ajceb-8885	214	34	to	to	ADP
ajceb-8885	214	35	incompetence	incompetence	NOUN
ajceb-8885	214	36	(	(	PUNCT
ajceb-8885	214	37	r	r	NOUN
ajceb-8885	214	38	=	=	SYM
ajceb-8885	214	39	-0.450	-0.450	NOUN
ajceb-8885	214	40	,	,	PUNCT
ajceb-8885	214	41	p	p	X
ajceb-8885	214	42	=	=	NOUN
ajceb-8885	214	43	0.000	0.000	NUM
ajceb-8885	214	44	)	)	PUNCT
ajceb-8885	214	45	.	.	PUNCT
ajceb-8885	215	1	governance	governance	NOUN
ajceb-8885	215	2	of	of	ADP
ajceb-8885	215	3	a	a	DET
ajceb-8885	215	4	project	project	NOUN
ajceb-8885	215	5	has	have	VERB
ajceb-8885	215	6	a	a	DET
ajceb-8885	215	7	moderately	moderately	ADV
ajceb-8885	215	8	negative	negative	ADJ
ajceb-8885	215	9	correlation	correlation	NOUN
ajceb-8885	215	10	with	with	ADP
ajceb-8885	215	11	both	both	DET
ajceb-8885	215	12	quackery	quackery	NOUN
ajceb-8885	215	13	(	(	PUNCT
ajceb-8885	215	14	r	r	NOUN
ajceb-8885	215	15	=	=	SYM
ajceb-8885	215	16	-0.507	-0.507	NOUN
ajceb-8885	215	17	,	,	PUNCT
ajceb-8885	215	18	p	p	X
ajceb-8885	215	19	=	=	NOUN
ajceb-8885	215	20	0.000	0.000	NUM
ajceb-8885	215	21	)	)	PUNCT
ajceb-8885	215	22	and	and	CCONJ
ajceb-8885	215	23	contract	contract	VERB
ajceb-8885	215	24	non	non	NOUN
ajceb-8885	215	25	-	-	NOUN
ajceb-8885	215	26	compliance	compliance	ADJ
ajceb-8885	215	27	(	(	PUNCT
ajceb-8885	215	28	r	r	NOUN
ajceb-8885	215	29	=	=	SYM
ajceb-8885	215	30	-0.594	-0.594	X
ajceb-8885	215	31	,	,	PUNCT
ajceb-8885	215	32	p	p	X
ajceb-8885	215	33	=	=	NOUN
ajceb-8885	215	34	0.000	0.000	NUM
ajceb-8885	215	35	)	)	PUNCT
ajceb-8885	215	36	.	.	PUNCT
ajceb-8885	216	1	oluseye	oluseye	NOUN
ajceb-8885	216	2	et	et	PROPN
ajceb-8885	216	3	al	al	PROPN
ajceb-8885	216	4	.	.	PUNCT
ajceb-8885	217	1	construction	construction	NOUN
ajceb-8885	217	2	economics	economic	NOUN
ajceb-8885	217	3	and	and	CCONJ
ajceb-8885	217	4	building	building	NOUN
ajceb-8885	217	5	,	,	PUNCT
ajceb-8885	217	6	vol	vol	NOUN
ajceb-8885	217	7	.	.	PROPN
ajceb-8885	217	8	23	23	NUM
ajceb-8885	217	9	,	,	PUNCT
ajceb-8885	217	10	no	no	INTJ
ajceb-8885	217	11	.	.	NOUN
ajceb-8885	218	1	3/4	3/4	NUM
ajceb-8885	218	2	december	december	NOUN
ajceb-8885	218	3	2023195	2023195	NUM
ajceb-8885	218	4	table	table	NOUN
ajceb-8885	218	5	3	3	NUM
ajceb-8885	218	6	.	.	PUNCT
ajceb-8885	219	1	mlr	mlr	NOUN
ajceb-8885	219	2	of	of	ADP
ajceb-8885	219	3	the	the	DET
ajceb-8885	219	4	effects	effect	NOUN
ajceb-8885	219	5	of	of	ADP
ajceb-8885	219	6	precautionary	precautionary	ADJ
ajceb-8885	219	7	anti	anti	ADJ
ajceb-8885	219	8	-	-	ADJ
ajceb-8885	219	9	corruption	corruption	ADJ
ajceb-8885	219	10	systems	system	NOUN
ajceb-8885	219	11	’	'	PUNCT
ajceb-8885	219	12	logic	logic	NOUN
ajceb-8885	219	13	on	on	ADP
ajceb-8885	219	14	corruption	corruption	NOUN
ajceb-8885	219	15	in	in	ADP
ajceb-8885	219	16	project	project	NOUN
ajceb-8885	219	17	planning	planning	NOUN
ajceb-8885	219	18	and	and	CCONJ
ajceb-8885	219	19	execution	execution	NOUN
ajceb-8885	219	20	corruption	corruption	NOUN
ajceb-8885	219	21	manifestations	manifestation	NOUN
ajceb-8885	219	22	β1	β1	PROPN
ajceb-8885	219	23	β2	β2	PROPN
ajceb-8885	219	24	β3	β3	VERB
ajceb-8885	219	25	β4	β4	PROPN
ajceb-8885	219	26	β5	β5	NOUN
ajceb-8885	219	27	β6	β6	PROPN
ajceb-8885	219	28	β7	β7	ADJ
ajceb-8885	219	29	β8	β8	PROPN
ajceb-8885	219	30	β9	β9	PROPN
ajceb-8885	219	31	β10	β10	NOUN
ajceb-8885	219	32	β11	β11	NOUN
ajceb-8885	219	33	p	p	NOUN
ajceb-8885	219	34	-	-	PUNCT
ajceb-8885	219	35	value	value	NOUN
ajceb-8885	219	36	bribery	bribery	NOUN
ajceb-8885	219	37	0.267	0.267	NUM
ajceb-8885	219	38	-0.078	-0.078	ADV
ajceb-8885	219	39	-0.084	-0.084	PUNCT
ajceb-8885	219	40	-0.270	-0.270	NOUN
ajceb-8885	219	41	0.225	0.225	NUM
ajceb-8885	219	42	-0.355	-0.355	NUM
ajceb-8885	219	43	-0.050	-0.050	NUM
ajceb-8885	220	1	-0.044	-0.044	PROPN
ajceb-8885	220	2	0.031	0.031	NUM
ajceb-8885	220	3	-0.094	-0.094	PUNCT
ajceb-8885	220	4	-0.336	-0.336	NOUN
ajceb-8885	220	5	0.002	0.002	NUM
ajceb-8885	220	6	influence	influence	NOUN
ajceb-8885	220	7	peddling	peddle	VERB
ajceb-8885	220	8	0.040	0.040	NUM
ajceb-8885	220	9	0.065	0.065	NUM
ajceb-8885	220	10	-0.221	-0.221	PUNCT
ajceb-8885	220	11	-0.212	-0.212	PUNCT
ajceb-8885	220	12	0.047	0.047	NUM
ajceb-8885	220	13	0.048	0.048	NUM
ajceb-8885	220	14	-0.689	-0.689	NUM
ajceb-8885	220	15	-0.101	-0.101	PUNCT
ajceb-8885	220	16	-0.157	-0.157	X
ajceb-8885	220	17	-0.161	-0.161	PUNCT
ajceb-8885	220	18	0.205	0.205	NUM
ajceb-8885	220	19	0.000	0.000	NUM
ajceb-8885	220	20	altering	altering	NOUN
ajceb-8885	220	21	of	of	ADP
ajceb-8885	220	22	specifications	specification	NOUN
ajceb-8885	220	23	-0.106	-0.106	ADP
ajceb-8885	220	24	0.288	0.288	NUM
ajceb-8885	220	25	-1.032	-1.032	NUM
ajceb-8885	220	26	-0.154	-0.154	VERB
ajceb-8885	220	27	0.320	0.320	NUM
ajceb-8885	220	28	-0.772	-0.772	NOUN
ajceb-8885	220	29	-0.427	-0.427	NOUN
ajceb-8885	220	30	-0.253	-0.253	PUNCT
ajceb-8885	220	31	0.273	0.273	NUM
ajceb-8885	220	32	-0.248	-0.248	PUNCT
ajceb-8885	220	33	-0.308	-0.308	NOUN
ajceb-8885	220	34	0.000	0.000	NUM
ajceb-8885	220	35	fraud	fraud	NOUN
ajceb-8885	220	36	0.151	0.151	NUM
ajceb-8885	220	37	0.309	0.309	NUM
ajceb-8885	220	38	-0.145	-0.145	NOUN
ajceb-8885	220	39	-0.520	-0.520	NUM
ajceb-8885	220	40	-0.081	-0.081	NOUN
ajceb-8885	220	41	-0.705	-0.705	NUM
ajceb-8885	220	42	0.085	0.085	NUM
ajceb-8885	220	43	0.152	0.152	NUM
ajceb-8885	220	44	0.030	0.030	NUM
ajceb-8885	220	45	0.219	0.219	NUM
ajceb-8885	220	46	-0.302	-0.302	SYM
ajceb-8885	220	47	0.000	0.000	NUM
ajceb-8885	220	48	embezzlement	embezzlement	NOUN
ajceb-8885	220	49	-0.173	-0.173	PROPN
ajceb-8885	220	50	0.421	0.421	NUM
ajceb-8885	220	51	-0.533	-0.533	PUNCT
ajceb-8885	220	52	-0.561	-0.561	PUNCT
ajceb-8885	220	53	-0.028	-0.028	X
ajceb-8885	220	54	-0.548	-0.548	NOUN
ajceb-8885	220	55	0.197	0.197	NUM
ajceb-8885	220	56	0.501	0.501	NUM
ajceb-8885	220	57	0.137	0.137	NUM
ajceb-8885	220	58	-0.776	-0.776	NOUN
ajceb-8885	220	59	-0.843	-0.843	NOUN
ajceb-8885	220	60	0.000	0.000	NUM
ajceb-8885	220	61	dishonesty	dishonesty	NOUN
ajceb-8885	220	62	-0.233	-0.233	PUNCT
ajceb-8885	220	63	0.472	0.472	NUM
ajceb-8885	220	64	-0.468	-0.468	NOUN
ajceb-8885	220	65	0.074	0.074	NUM
ajceb-8885	220	66	-0.494	-0.494	NUM
ajceb-8885	220	67	0.267	0.267	NUM
ajceb-8885	220	68	-0.259	-0.259	NOUN
ajceb-8885	220	69	0.203	0.203	NUM
ajceb-8885	220	70	-0.062	-0.062	NUM
ajceb-8885	220	71	-0.259	-0.259	NUM
ajceb-8885	220	72	0.222	0.222	NUM
ajceb-8885	220	73	0.004	0.004	NUM
ajceb-8885	220	74	conducive	conducive	ADJ
ajceb-8885	220	75	attitudes	attitude	NOUN
ajceb-8885	220	76	0.181	0.181	NUM
ajceb-8885	220	77	0.039	0.039	NUM
ajceb-8885	220	78	-0.005	-0.005	PUNCT
ajceb-8885	220	79	-0.202	-0.202	PROPN
ajceb-8885	220	80	0.093	0.093	NUM
ajceb-8885	220	81	-0.450	-0.450	NOUN
ajceb-8885	220	82	-0.022	-0.022	PROPN
ajceb-8885	220	83	0.059	0.059	NUM
ajceb-8885	220	84	-0.134	-0.134	NUM
ajceb-8885	220	85	0.235	0.235	NUM
ajceb-8885	220	86	-0.352	-0.352	NOUN
ajceb-8885	220	87	0.000	0.000	NUM
ajceb-8885	220	88	solicitation	solicitation	NOUN
ajceb-8885	220	89	0.218	0.218	NUM
ajceb-8885	220	90	-0.316	-0.316	NOUN
ajceb-8885	220	91	-0.210	-0.210	X
ajceb-8885	220	92	-0.066	-0.066	NOUN
ajceb-8885	220	93	0.788	0.788	NUM
ajceb-8885	220	94	-0.629	-0.629	X
ajceb-8885	220	95	-0.501	-0.501	NUM
ajceb-8885	220	96	-0.297	-0.297	PUNCT
ajceb-8885	220	97	-0.180	-0.180	VERB
ajceb-8885	220	98	0.401	0.401	NUM
ajceb-8885	220	99	0.120	0.120	NUM
ajceb-8885	220	100	0.000	0.000	NUM
ajceb-8885	220	101	quackery	quackery	NOUN
ajceb-8885	220	102	-0.009	-0.009	X
ajceb-8885	220	103	-0.161	-0.161	PUNCT
ajceb-8885	220	104	0.105	0.105	NUM
ajceb-8885	220	105	0.252	0.252	NUM
ajceb-8885	220	106	0.081	0.081	NUM
ajceb-8885	220	107	-0.063	-0.063	NUM
ajceb-8885	220	108	0.536	0.536	NUM
ajceb-8885	220	109	-0.507	-0.507	PUNCT
ajceb-8885	220	110	-0.182	-0.182	NOUN
ajceb-8885	221	1	0.080	0.080	NUM
ajceb-8885	221	2	0.407	0.407	NUM
ajceb-8885	221	3	0.000	0.000	NUM
ajceb-8885	221	4	incompetence	incompetence	NOUN
ajceb-8885	221	5	0.111	0.111	NUM
ajceb-8885	221	6	0.020	0.020	NUM
ajceb-8885	221	7	-0.284	-0.284	PUNCT
ajceb-8885	221	8	-0.108	-0.108	PROPN
ajceb-8885	222	1	0.319	0.319	NUM
ajceb-8885	222	2	-0.424	-0.424	NUM
ajceb-8885	222	3	0.352	0.352	NUM
ajceb-8885	222	4	-0.290	-0.290	NUM
ajceb-8885	222	5	0.240	0.240	NUM
ajceb-8885	222	6	-0.450	-0.450	NOUN
ajceb-8885	222	7	-0.127	-0.127	X
ajceb-8885	222	8	0.000	0.000	NUM
ajceb-8885	222	9	client	client	NOUN
ajceb-8885	222	10	-	-	PUNCT
ajceb-8885	222	11	abuse	abuse	NOUN
ajceb-8885	222	12	0.243	0.243	NUM
ajceb-8885	222	13	0.097	0.097	NUM
ajceb-8885	222	14	-0.532	-0.532	NUM
ajceb-8885	222	15	-0.098	-0.098	SYM
ajceb-8885	222	16	0.219	0.219	NUM
ajceb-8885	222	17	-0.630	-0.630	NOUN
ajceb-8885	222	18	-0.001	-0.001	PUNCT
ajceb-8885	222	19	0.071	0.071	NUM
ajceb-8885	222	20	-0.201	-0.201	NUM
ajceb-8885	222	21	0.285	0.285	NUM
ajceb-8885	222	22	-0.375	-0.375	PUNCT
ajceb-8885	222	23	0.000	0.000	NUM
ajceb-8885	222	24	carelessness	carelessness	NOUN
ajceb-8885	222	25	0.229	0.229	NUM
ajceb-8885	222	26	0.365	0.365	NUM
ajceb-8885	222	27	-0.660	-0.660	PUNCT
ajceb-8885	223	1	-0.087	-0.087	PUNCT
ajceb-8885	223	2	0.146	0.146	NUM
ajceb-8885	223	3	-0.591	-0.591	NOUN
ajceb-8885	223	4	-0.458	-0.458	NOUN
ajceb-8885	223	5	0.204	0.204	NUM
ajceb-8885	223	6	-0.274	-0.274	NOUN
ajceb-8885	223	7	0.280	0.280	NUM
ajceb-8885	223	8	-0.593	-0.593	SYM
ajceb-8885	223	9	0.000	0.000	NUM
ajceb-8885	223	10	tax	tax	NOUN
ajceb-8885	223	11	evasion	evasion	NOUN
ajceb-8885	223	12	-0.016	-0.016	PUNCT
ajceb-8885	223	13	-0.209	-0.209	PUNCT
ajceb-8885	223	14	-0.621	-0.621	PROPN
ajceb-8885	223	15	0.119	0.119	NUM
ajceb-8885	223	16	0.183	0.183	NUM
ajceb-8885	223	17	-0.153	-0.153	NOUN
ajceb-8885	223	18	-0.080	-0.080	PUNCT
ajceb-8885	223	19	-0.057	-0.057	PUNCT
ajceb-8885	223	20	-0.346	-0.346	PUNCT
ajceb-8885	223	21	0.176	0.176	NUM
ajceb-8885	223	22	0.390	0.390	NUM
ajceb-8885	223	23	0.000	0.000	NUM
ajceb-8885	223	24	poor	poor	ADJ
ajceb-8885	223	25	documentation	documentation	NOUN
ajceb-8885	223	26	0.126	0.126	NUM
ajceb-8885	223	27	0.451	0.451	NUM
ajceb-8885	223	28	-0.407	-0.407	PUNCT
ajceb-8885	223	29	0.215	0.215	NUM
ajceb-8885	223	30	-0.106	-0.106	NOUN
ajceb-8885	223	31	-0.093	-0.093	PUNCT
ajceb-8885	223	32	-0.139	-0.139	PUNCT
ajceb-8885	223	33	0.025	0.025	NUM
ajceb-8885	223	34	-0.074	-0.074	X
ajceb-8885	223	35	-0.221	-0.221	PUNCT
ajceb-8885	223	36	0.011	0.011	NUM
ajceb-8885	223	37	0.000	0.000	NUM
ajceb-8885	223	38	collusion	collusion	NOUN
ajceb-8885	223	39	0.285	0.285	NUM
ajceb-8885	223	40	0.271	0.271	NUM
ajceb-8885	223	41	-0.392	-0.392	NUM
ajceb-8885	223	42	0.001	0.001	NUM
ajceb-8885	223	43	0.035	0.035	NUM
ajceb-8885	223	44	-0.190	-0.190	NUM
ajceb-8885	223	45	0.139	0.139	NUM
ajceb-8885	223	46	0.148	0.148	NUM
ajceb-8885	223	47	-0.087	-0.087	PUNCT
ajceb-8885	223	48	-0.388	-0.388	NUM
ajceb-8885	223	49	-0.296	-0.296	NUM
ajceb-8885	223	50	0.001	0.001	NUM
ajceb-8885	223	51	kickbacks	kickback	NOUN
ajceb-8885	223	52	-0.111	-0.111	PUNCT
ajceb-8885	223	53	0.104	0.104	NUM
ajceb-8885	223	54	-0.668	-0.668	NOUN
ajceb-8885	223	55	-0.316	-0.316	NOUN
ajceb-8885	223	56	0.130	0.130	NUM
ajceb-8885	223	57	-0.433	-0.433	NOUN
ajceb-8885	223	58	-0.344	-0.344	NOUN
ajceb-8885	223	59	-0.087	-0.087	PUNCT
ajceb-8885	223	60	0.112	0.112	NUM
ajceb-8885	223	61	-0.232	-0.232	SYM
ajceb-8885	223	62	-0.260	-0.260	X
ajceb-8885	223	63	0.000	0.000	NUM
ajceb-8885	223	64	facilitation	facilitation	NOUN
ajceb-8885	223	65	payments	payment	NOUN
ajceb-8885	223	66	0.193	0.193	NUM
ajceb-8885	223	67	0.214	0.214	NUM
ajceb-8885	223	68	0.179	0.179	NUM
ajceb-8885	223	69	-0.002	-0.002	PUNCT
ajceb-8885	223	70	0.280	0.280	NUM
ajceb-8885	223	71	-0.708	-0.708	PUNCT
ajceb-8885	223	72	-0.110	-0.110	NOUN
ajceb-8885	223	73	-0.058	-0.058	NUM
ajceb-8885	223	74	-0.206	-0.206	PUNCT
ajceb-8885	223	75	0.112	0.112	NUM
ajceb-8885	223	76	-0.591	-0.591	NOUN
ajceb-8885	223	77	0.000	0.000	NUM
ajceb-8885	223	78	patronage	patronage	NOUN
ajceb-8885	223	79	-0.121	-0.121	NOUN
ajceb-8885	223	80	0.549	0.549	NUM
ajceb-8885	223	81	0.003	0.003	NUM
ajceb-8885	223	82	-0.360	-0.360	PUNCT
ajceb-8885	223	83	-0.311	-0.311	NUM
ajceb-8885	223	84	-0.331	-0.331	NUM
ajceb-8885	223	85	-0.139	-0.139	PUNCT
ajceb-8885	223	86	0.372	0.372	NUM
ajceb-8885	223	87	0.261	0.261	NUM
ajceb-8885	223	88	-0.101	-0.101	NUM
ajceb-8885	223	89	-0.544	-0.544	PUNCT
ajceb-8885	223	90	0.000	0.000	NUM
ajceb-8885	223	91	money	money	NOUN
ajceb-8885	223	92	laundering	laundering	NOUN
ajceb-8885	223	93	-0.018	-0.018	PUNCT
ajceb-8885	223	94	0.481	0.481	NUM
ajceb-8885	223	95	-0.924	-0.924	NOUN
ajceb-8885	223	96	-0.251	-0.251	PUNCT
ajceb-8885	223	97	-0.313	-0.313	PUNCT
ajceb-8885	223	98	-0.133	-0.133	NOUN
ajceb-8885	223	99	-0.293	-0.293	PUNCT
ajceb-8885	223	100	0.131	0.131	NUM
ajceb-8885	223	101	0.557	0.557	NUM
ajceb-8885	223	102	-0.661	-0.661	NOUN
ajceb-8885	223	103	-0.069	-0.069	PUNCT
ajceb-8885	223	104	0.000	0.000	NUM
ajceb-8885	223	105	non	non	NOUN
ajceb-8885	223	106	-	-	NOUN
ajceb-8885	223	107	compliance	compliance	NOUN
ajceb-8885	223	108	with	with	ADP
ajceb-8885	223	109	contract	contract	NOUN
ajceb-8885	223	110	0.650	0.650	NUM
ajceb-8885	223	111	-0.114	-0.114	SYM
ajceb-8885	223	112	-0.369	-0.369	PUNCT
ajceb-8885	223	113	-0.315	-0.315	PROPN
ajceb-8885	223	114	0.379	0.379	NUM
ajceb-8885	223	115	-0.305	-0.305	NOUN
ajceb-8885	223	116	-0.253	-0.253	PUNCT
ajceb-8885	223	117	-0.594	-0.594	X
ajceb-8885	223	118	0.321	0.321	NUM
ajceb-8885	223	119	0.298	0.298	NUM
ajceb-8885	223	120	0.354	0.354	NUM
ajceb-8885	223	121	0.000	0.000	NUM
ajceb-8885	223	122	conditions	condition	NOUN
ajceb-8885	223	123	of	of	ADP
ajceb-8885	223	124	contracts	contract	NOUN
ajceb-8885	223	125	with	with	ADP
ajceb-8885	223	126	vague	vague	ADJ
ajceb-8885	223	127	terms	term	NOUN
ajceb-8885	223	128	of	of	ADP
ajceb-8885	223	129	reference	reference	NOUN
ajceb-8885	223	130	0.193	0.193	NUM
ajceb-8885	223	131	0.058	0.058	NUM
ajceb-8885	223	132	-0.623	-0.623	NUM
ajceb-8885	223	133	0.264	0.264	NUM
ajceb-8885	223	134	0.034	0.034	NUM
ajceb-8885	223	135	-0.048	-0.048	NUM
ajceb-8885	223	136	-0.264	-0.264	NOUN
ajceb-8885	223	137	-0.040	-0.040	NUM
ajceb-8885	223	138	-0.150	-0.150	NOUN
ajceb-8885	223	139	0.321	0.321	NUM
ajceb-8885	223	140	0.245	0.245	NUM
ajceb-8885	223	141	0.001	0.001	NUM
ajceb-8885	223	142	leaking	leaking	NOUN
ajceb-8885	223	143	of	of	ADP
ajceb-8885	223	144	lowest	low	ADJ
ajceb-8885	223	145	price	price	NOUN
ajceb-8885	223	146	to	to	ADP
ajceb-8885	223	147	the	the	DET
ajceb-8885	223	148	preferred	preferred	ADJ
ajceb-8885	223	149	contractors	contractor	NOUN
ajceb-8885	223	150	-0.101	-0.101	PUNCT
ajceb-8885	223	151	0.210	0.210	NUM
ajceb-8885	223	152	-0.393	-0.393	NUM
ajceb-8885	223	153	0.041	0.041	NUM
ajceb-8885	223	154	-0.239	-0.239	NUM
ajceb-8885	223	155	0.041	0.041	NUM
ajceb-8885	223	156	-0.259	-0.259	NOUN
ajceb-8885	223	157	-0.059	-0.059	PUNCT
ajceb-8885	223	158	-0.163	-0.163	NUM
ajceb-8885	223	159	-0.106	-0.106	NOUN
ajceb-8885	223	160	0.153	0.153	NUM
ajceb-8885	223	161	0.000	0.000	NUM
ajceb-8885	223	162	falsely	falsely	ADV
ajceb-8885	223	163	increasing	increase	VERB
ajceb-8885	223	164	the	the	DET
ajceb-8885	223	165	quantities	quantity	NOUN
ajceb-8885	223	166	of	of	ADP
ajceb-8885	223	167	certified	certify	VERB
ajceb-8885	223	168	works	work	NOUN
ajceb-8885	223	169	0.361	0.361	NUM
ajceb-8885	223	170	-0.311	-0.311	NUM
ajceb-8885	223	171	-0.406	-0.406	NUM
ajceb-8885	223	172	0.199	0.199	NUM
ajceb-8885	223	173	-0.009	-0.009	NUM
ajceb-8885	223	174	0.410	0.410	NUM
ajceb-8885	223	175	-0.415	-0.415	NUM
ajceb-8885	223	176	-0.220	-0.220	PUNCT
ajceb-8885	223	177	-0.326	-0.326	X
ajceb-8885	223	178	-0.094	-0.094	VERB
ajceb-8885	223	179	0.416	0.416	NUM
ajceb-8885	223	180	0.000	0.000	NUM
ajceb-8885	223	181	fraudulently	fraudulently	ADV
ajceb-8885	223	182	increased	increase	VERB
ajceb-8885	223	183	variation	variation	NOUN
ajceb-8885	223	184	claims	claim	VERB
ajceb-8885	223	185	0.286	0.286	NUM
ajceb-8885	223	186	0.229	0.229	NUM
ajceb-8885	223	187	-0.268	-0.268	NUM
ajceb-8885	223	188	0.121	0.121	NUM
ajceb-8885	223	189	-0.331	-0.331	NUM
ajceb-8885	223	190	0.442	0.442	NUM
ajceb-8885	223	191	-0.450	-0.450	PROPN
ajceb-8885	223	192	0.167	0.167	NUM
ajceb-8885	223	193	-0.352	-0.352	NUM
ajceb-8885	223	194	0.034	0.034	NUM
ajceb-8885	223	195	0.552	0.552	NUM
ajceb-8885	223	196	0.000	0.000	NUM
ajceb-8885	223	197	logic	logic	NOUN
ajceb-8885	223	198	poor	poor	ADJ
ajceb-8885	223	199	fair	fair	ADJ
ajceb-8885	223	200	fair	fair	ADJ
ajceb-8885	223	201	poor	poor	ADJ
ajceb-8885	223	202	outstanding	outstanding	ADJ
ajceb-8885	223	203	outstanding	outstanding	ADJ
ajceb-8885	223	204	good	good	ADJ
ajceb-8885	223	205	poor	poor	ADJ
ajceb-8885	223	206	poor	poor	ADJ
ajceb-8885	223	207	good	good	ADJ
ajceb-8885	223	208	poor	poor	ADJ
ajceb-8885	223	209	support	support	NOUN
ajceb-8885	223	210	for	for	ADP
ajceb-8885	223	211	hypotheses	hypothesis	NOUN
ajceb-8885	223	212	support	support	VERB
ajceb-8885	223	213	h1d	h1d	NOUN
ajceb-8885	223	214	support	support	NOUN
ajceb-8885	223	215	h1c	h1c	PUNCT
ajceb-8885	223	216	support	support	NOUN
ajceb-8885	223	217	h1c	h1c	PUNCT
ajceb-8885	223	218	support	support	VERB
ajceb-8885	223	219	h1d	h1d	NOUN
ajceb-8885	223	220	support	support	NOUN
ajceb-8885	223	221	h1a	h1a	NOUN
ajceb-8885	223	222	support	support	NOUN
ajceb-8885	223	223	h1a	h1a	NOUN
ajceb-8885	223	224	support	support	NOUN
ajceb-8885	223	225	h1b	h1b	PRON
ajceb-8885	223	226	support	support	VERB
ajceb-8885	223	227	h1d	h1d	NOUN
ajceb-8885	223	228	support	support	VERB
ajceb-8885	223	229	h1d	h1d	NOUN
ajceb-8885	223	230	support	support	VERB
ajceb-8885	223	231	h1b	h1b	NOUN
ajceb-8885	223	232	support	support	VERB
ajceb-8885	223	233	h1d	h1d	NOUN
ajceb-8885	223	234	β1	β1	NOUN
ajceb-8885	223	235	=	=	NOUN
ajceb-8885	223	236	financial	financial	ADJ
ajceb-8885	223	237	auditing	auditing	NOUN
ajceb-8885	223	238	;	;	PUNCT
ajceb-8885	223	239	β2	β2	NOUN
ajceb-8885	223	240	=	=	NOUN
ajceb-8885	223	241	records	record	NOUN
ajceb-8885	223	242	management	management	NOUN
ajceb-8885	223	243	;	;	PUNCT
ajceb-8885	223	244	β3	β3	ADJ
ajceb-8885	223	245	=	=	PROPN
ajceb-8885	223	246	ethical	ethical	ADJ
ajceb-8885	223	247	code	code	NOUN
ajceb-8885	223	248	;	;	PUNCT
ajceb-8885	223	249	β4	β4	PROPN
ajceb-8885	223	250	=	=	NOUN
ajceb-8885	223	251	contract	contract	NOUN
ajceb-8885	223	252	monitoring	monitoring	NOUN
ajceb-8885	223	253	;	;	PUNCT
ajceb-8885	223	254	β5	β5	NOUN
ajceb-8885	223	255	=	=	SYM
ajceb-8885	223	256	contractual	contractual	ADJ
ajceb-8885	223	257	compliance	compliance	NOUN
ajceb-8885	223	258	;	;	PUNCT
ajceb-8885	223	259	β6	β6	PROPN
ajceb-8885	223	260	=	=	SYM
ajceb-8885	223	261	financial	financial	ADJ
ajceb-8885	223	262	accountability	accountability	NOUN
ajceb-8885	223	263	;	;	PUNCT
ajceb-8885	223	264	β7	β7	ADJ
ajceb-8885	223	265	=	=	SYM
ajceb-8885	223	266	international	international	ADJ
ajceb-8885	223	267	and	and	CCONJ
ajceb-8885	223	268	national	national	ADJ
ajceb-8885	223	269	standards	standard	NOUN
ajceb-8885	223	270	;	;	PUNCT
ajceb-8885	223	271	β8	β8	NOUN
ajceb-8885	223	272	=	=	SYM
ajceb-8885	223	273	project	project	NOUN
ajceb-8885	223	274	governance	governance	NOUN
ajceb-8885	223	275	;	;	PUNCT
ajceb-8885	223	276	β9	β9	ADJ
ajceb-8885	223	277	=	=	NOUN
ajceb-8885	223	278	transaction	transaction	NOUN
ajceb-8885	223	279	analysis	analysis	NOUN
ajceb-8885	223	280	;	;	PUNCT
ajceb-8885	223	281	β10	β10	NOUN
ajceb-8885	223	282	=	=	SYM
ajceb-8885	223	283	kpis	kpis	PROPN
ajceb-8885	223	284	;	;	PUNCT
ajceb-8885	223	285	β11	β11	NOUN
ajceb-8885	223	286	=	=	SYM
ajceb-8885	223	287	technical	technical	ADJ
ajceb-8885	223	288	auditing	auditing	NOUN
ajceb-8885	223	289	oluseye	oluseye	NOUN
ajceb-8885	223	290	et	et	PROPN
ajceb-8885	223	291	al	al	PROPN
ajceb-8885	223	292	.	.	PUNCT
ajceb-8885	224	1	construction	construction	NOUN
ajceb-8885	224	2	economics	economic	NOUN
ajceb-8885	224	3	and	and	CCONJ
ajceb-8885	224	4	building	building	NOUN
ajceb-8885	224	5	,	,	PUNCT
ajceb-8885	224	6	vol	vol	NOUN
ajceb-8885	224	7	.	.	PROPN
ajceb-8885	224	8	23	23	NUM
ajceb-8885	224	9	,	,	PUNCT
ajceb-8885	224	10	no	no	INTJ
ajceb-8885	224	11	.	.	NOUN
ajceb-8885	225	1	3/4	3/4	NUM
ajceb-8885	225	2	december	december	PROPN
ajceb-8885	225	3	2023196	2023196	NUM
ajceb-8885	225	4	logic	logic	NOUN
ajceb-8885	225	5	of	of	ADP
ajceb-8885	225	6	reactionary	reactionary	ADJ
ajceb-8885	225	7	anti	anti	ADJ
ajceb-8885	225	8	-	-	ADJ
ajceb-8885	225	9	corruption	corruption	ADJ
ajceb-8885	225	10	systems	system	NOUN
ajceb-8885	225	11	and	and	CCONJ
ajceb-8885	225	12	their	their	PRON
ajceb-8885	225	13	effects	effect	NOUN
ajceb-8885	225	14	on	on	ADP
ajceb-8885	225	15	corruption	corruption	NOUN
ajceb-8885	225	16	in	in	ADP
ajceb-8885	225	17	project	project	NOUN
ajceb-8885	225	18	planning	planning	NOUN
ajceb-8885	225	19	and	and	CCONJ
ajceb-8885	225	20	execution	execution	NOUN
ajceb-8885	225	21	as	as	SCONJ
ajceb-8885	225	22	shown	show	VERB
ajceb-8885	225	23	in	in	ADP
ajceb-8885	225	24	table	table	NOUN
ajceb-8885	225	25	4	4	NUM
ajceb-8885	225	26	,	,	PUNCT
ajceb-8885	225	27	among	among	ADP
ajceb-8885	225	28	the	the	DET
ajceb-8885	225	29	reactionary	reactionary	ADJ
ajceb-8885	225	30	anti	anti	ADJ
ajceb-8885	225	31	-	-	ADJ
ajceb-8885	225	32	corruption	corruption	ADJ
ajceb-8885	225	33	systems	system	NOUN
ajceb-8885	225	34	(	(	PUNCT
ajceb-8885	225	35	racs	rac	NOUN
ajceb-8885	225	36	)	)	PUNCT
ajceb-8885	225	37	with	with	ADP
ajceb-8885	225	38	a	a	DET
ajceb-8885	225	39	good	good	ADJ
ajceb-8885	225	40	logic	logic	NOUN
ajceb-8885	225	41	,	,	PUNCT
ajceb-8885	225	42	oversights	oversight	NOUN
ajceb-8885	225	43	by	by	ADP
ajceb-8885	225	44	ngos	ngo	NOUN
ajceb-8885	225	45	are	be	AUX
ajceb-8885	225	46	the	the	DET
ajceb-8885	225	47	only	only	ADJ
ajceb-8885	225	48	ones	one	NOUN
ajceb-8885	225	49	that	that	PRON
ajceb-8885	225	50	have	have	VERB
ajceb-8885	225	51	a	a	DET
ajceb-8885	225	52	relatively	relatively	ADV
ajceb-8885	225	53	strong	strong	ADJ
ajceb-8885	225	54	effect	effect	NOUN
ajceb-8885	225	55	on	on	ADP
ajceb-8885	225	56	the	the	DET
ajceb-8885	225	57	manifestations	manifestation	NOUN
ajceb-8885	225	58	of	of	ADP
ajceb-8885	225	59	corruption	corruption	NOUN
ajceb-8885	225	60	in	in	ADP
ajceb-8885	225	61	project	project	NOUN
ajceb-8885	225	62	planning	planning	NOUN
ajceb-8885	225	63	and	and	CCONJ
ajceb-8885	225	64	execution	execution	NOUN
ajceb-8885	225	65	,	,	PUNCT
ajceb-8885	225	66	which	which	PRON
ajceb-8885	225	67	lends	lend	VERB
ajceb-8885	225	68	support	support	NOUN
ajceb-8885	225	69	to	to	ADP
ajceb-8885	225	70	hypothesis	hypothesis	NOUN
ajceb-8885	225	71	1b	1b	NUM
ajceb-8885	225	72	.	.	PUNCT
ajceb-8885	226	1	despite	despite	SCONJ
ajceb-8885	226	2	having	have	VERB
ajceb-8885	226	3	good	good	ADJ
ajceb-8885	226	4	logic	logic	NOUN
ajceb-8885	226	5	,	,	PUNCT
ajceb-8885	226	6	rule	rule	NOUN
ajceb-8885	226	7	of	of	ADP
ajceb-8885	226	8	law	law	NOUN
ajceb-8885	226	9	compliance	compliance	NOUN
ajceb-8885	226	10	,	,	PUNCT
ajceb-8885	226	11	oversight	oversight	NOUN
ajceb-8885	226	12	by	by	ADP
ajceb-8885	226	13	social	social	ADJ
ajceb-8885	226	14	media	medium	NOUN
ajceb-8885	226	15	users	user	NOUN
ajceb-8885	226	16	,	,	PUNCT
ajceb-8885	226	17	and	and	CCONJ
ajceb-8885	226	18	oversight	oversight	NOUN
ajceb-8885	226	19	by	by	ADP
ajceb-8885	226	20	civil	civil	ADJ
ajceb-8885	226	21	society	society	NOUN
ajceb-8885	226	22	did	do	AUX
ajceb-8885	226	23	not	not	PART
ajceb-8885	226	24	have	have	VERB
ajceb-8885	226	25	a	a	DET
ajceb-8885	226	26	fairly	fairly	ADV
ajceb-8885	226	27	substantial	substantial	ADJ
ajceb-8885	226	28	effect	effect	NOUN
ajceb-8885	226	29	on	on	ADP
ajceb-8885	226	30	the	the	DET
ajceb-8885	226	31	manifestations	manifestation	NOUN
ajceb-8885	226	32	of	of	ADP
ajceb-8885	226	33	corruption	corruption	NOUN
ajceb-8885	226	34	in	in	ADP
ajceb-8885	226	35	project	project	NOUN
ajceb-8885	226	36	design	design	NOUN
ajceb-8885	226	37	and	and	CCONJ
ajceb-8885	226	38	execution	execution	NOUN
ajceb-8885	226	39	.	.	PUNCT
ajceb-8885	227	1	racs	rac	NOUN
ajceb-8885	227	2	with	with	ADP
ajceb-8885	227	3	fair	fair	ADJ
ajceb-8885	227	4	logic	logic	NOUN
ajceb-8885	227	5	(	(	PUNCT
ajceb-8885	227	6	sustainable	sustainable	ADJ
ajceb-8885	227	7	investigative	investigative	ADJ
ajceb-8885	227	8	capacity	capacity	NOUN
ajceb-8885	227	9	)	)	PUNCT
ajceb-8885	227	10	has	have	VERB
ajceb-8885	227	11	only	only	ADV
ajceb-8885	227	12	a	a	DET
ajceb-8885	227	13	marginal	marginal	ADJ
ajceb-8885	227	14	impact	impact	NOUN
ajceb-8885	227	15	on	on	ADP
ajceb-8885	227	16	the	the	DET
ajceb-8885	227	17	manifestations	manifestation	NOUN
ajceb-8885	227	18	of	of	ADP
ajceb-8885	227	19	corruption	corruption	NOUN
ajceb-8885	227	20	in	in	ADP
ajceb-8885	227	21	project	project	NOUN
ajceb-8885	227	22	planning	planning	NOUN
ajceb-8885	227	23	and	and	CCONJ
ajceb-8885	227	24	execution	execution	NOUN
ajceb-8885	227	25	.	.	PUNCT
ajceb-8885	228	1	this	this	PRON
ajceb-8885	228	2	lends	lend	VERB
ajceb-8885	228	3	credence	credence	NOUN
ajceb-8885	228	4	to	to	ADP
ajceb-8885	228	5	hypothesis	hypothesis	NOUN
ajceb-8885	228	6	1c	1c	NUM
ajceb-8885	228	7	by	by	ADP
ajceb-8885	228	8	providing	provide	VERB
ajceb-8885	228	9	support	support	NOUN
ajceb-8885	228	10	for	for	ADP
ajceb-8885	228	11	it	it	PRON
ajceb-8885	228	12	.	.	PUNCT
ajceb-8885	229	1	racs	rac	NOUN
ajceb-8885	229	2	with	with	ADP
ajceb-8885	229	3	poor	poor	ADJ
ajceb-8885	229	4	logic	logic	NOUN
ajceb-8885	229	5	(	(	PUNCT
ajceb-8885	229	6	investigation	investigation	NOUN
ajceb-8885	229	7	and	and	CCONJ
ajceb-8885	229	8	enforcement	enforcement	NOUN
ajceb-8885	229	9	,	,	PUNCT
ajceb-8885	229	10	contractor	contractor	NOUN
ajceb-8885	229	11	blacklisting	blacklisting	NOUN
ajceb-8885	229	12	and	and	CCONJ
ajceb-8885	229	13	de	de	NOUN
ajceb-8885	229	14	-	-	NOUN
ajceb-8885	229	15	registration	registration	NOUN
ajceb-8885	229	16	,	,	PUNCT
ajceb-8885	229	17	and	and	CCONJ
ajceb-8885	229	18	license	license	NOUN
ajceb-8885	229	19	revocation	revocation	NOUN
ajceb-8885	229	20	)	)	PUNCT
ajceb-8885	229	21	have	have	VERB
ajceb-8885	229	22	a	a	DET
ajceb-8885	229	23	very	very	ADV
ajceb-8885	229	24	limited	limited	ADJ
ajceb-8885	229	25	impact	impact	NOUN
ajceb-8885	229	26	on	on	ADP
ajceb-8885	229	27	the	the	DET
ajceb-8885	229	28	manifestation	manifestation	NOUN
ajceb-8885	229	29	of	of	ADP
ajceb-8885	229	30	corruption	corruption	NOUN
ajceb-8885	229	31	in	in	ADP
ajceb-8885	229	32	project	project	NOUN
ajceb-8885	229	33	planning	planning	NOUN
ajceb-8885	229	34	and	and	CCONJ
ajceb-8885	229	35	execution	execution	NOUN
ajceb-8885	229	36	.	.	PUNCT
ajceb-8885	230	1	this	this	PRON
ajceb-8885	230	2	provides	provide	VERB
ajceb-8885	230	3	support	support	NOUN
ajceb-8885	230	4	for	for	ADP
ajceb-8885	230	5	hypothesis	hypothesis	NOUN
ajceb-8885	230	6	1d	1d	NUM
ajceb-8885	230	7	.	.	PUNCT
ajceb-8885	231	1	table	table	NOUN
ajceb-8885	231	2	4	4	NUM
ajceb-8885	231	3	displays	display	VERB
ajceb-8885	231	4	the	the	DET
ajceb-8885	231	5	interrelationships	interrelationship	NOUN
ajceb-8885	231	6	between	between	ADP
ajceb-8885	231	7	reactionary	reactionary	ADJ
ajceb-8885	231	8	anti	anti	ADJ
ajceb-8885	231	9	-	-	ADJ
ajceb-8885	231	10	corruption	corruption	ADJ
ajceb-8885	231	11	systems	system	NOUN
ajceb-8885	231	12	(	(	PUNCT
ajceb-8885	231	13	racs	rac	NOUN
ajceb-8885	231	14	)	)	PUNCT
ajceb-8885	231	15	and	and	CCONJ
ajceb-8885	231	16	corruption	corruption	NOUN
ajceb-8885	231	17	manifestations	manifestation	NOUN
ajceb-8885	231	18	in	in	ADP
ajceb-8885	231	19	project	project	NOUN
ajceb-8885	231	20	planning	planning	NOUN
ajceb-8885	231	21	and	and	CCONJ
ajceb-8885	231	22	implementation	implementation	NOUN
ajceb-8885	231	23	.	.	PUNCT
ajceb-8885	232	1	the	the	DET
ajceb-8885	232	2	relationship	relationship	NOUN
ajceb-8885	232	3	between	between	ADP
ajceb-8885	232	4	contractor	contractor	NOUN
ajceb-8885	232	5	blacklisting	blacklisting	NOUN
ajceb-8885	232	6	,	,	PUNCT
ajceb-8885	232	7	deregistration	deregistration	NOUN
ajceb-8885	232	8	,	,	PUNCT
ajceb-8885	232	9	and	and	CCONJ
ajceb-8885	232	10	tax	tax	NOUN
ajceb-8885	232	11	evasion	evasion	NOUN
ajceb-8885	232	12	is	be	AUX
ajceb-8885	232	13	significant	significant	ADJ
ajceb-8885	232	14	and	and	CCONJ
ajceb-8885	232	15	negative	negative	ADJ
ajceb-8885	232	16	,	,	PUNCT
ajceb-8885	232	17	as	as	SCONJ
ajceb-8885	232	18	shown	show	VERB
ajceb-8885	232	19	in	in	ADP
ajceb-8885	232	20	the	the	DET
ajceb-8885	232	21	table	table	NOUN
ajceb-8885	232	22	(	(	PUNCT
ajceb-8885	232	23	r	r	NOUN
ajceb-8885	232	24	=	=	SYM
ajceb-8885	232	25	-0.835	-0.835	NOUN
ajceb-8885	232	26	,	,	PUNCT
ajceb-8885	232	27	p	p	X
ajceb-8885	232	28	=	=	NOUN
ajceb-8885	232	29	0.000	0.000	NUM
ajceb-8885	232	30	)	)	PUNCT
ajceb-8885	232	31	.	.	PUNCT
ajceb-8885	233	1	there	there	PRON
ajceb-8885	233	2	is	be	VERB
ajceb-8885	233	3	a	a	DET
ajceb-8885	233	4	strong	strong	ADJ
ajceb-8885	233	5	negative	negative	ADJ
ajceb-8885	233	6	correlation	correlation	NOUN
ajceb-8885	233	7	between	between	ADP
ajceb-8885	233	8	ngo	ngo	PROPN
ajceb-8885	233	9	oversight	oversight	NOUN
ajceb-8885	233	10	and	and	CCONJ
ajceb-8885	233	11	changing	change	VERB
ajceb-8885	233	12	specifications	specification	NOUN
ajceb-8885	233	13	(	(	PUNCT
ajceb-8885	233	14	r	r	NOUN
ajceb-8885	233	15	=	=	SYM
ajceb-8885	233	16	-0.618	-0.618	NOUN
ajceb-8885	233	17	,	,	PUNCT
ajceb-8885	233	18	p	p	X
ajceb-8885	233	19	=	=	NOUN
ajceb-8885	233	20	0.000	0.000	NUM
ajceb-8885	233	21	)	)	PUNCT
ajceb-8885	233	22	,	,	PUNCT
ajceb-8885	233	23	dishonesty	dishonesty	NOUN
ajceb-8885	233	24	(	(	PUNCT
ajceb-8885	233	25	r	r	NOUN
ajceb-8885	233	26	=	=	SYM
ajceb-8885	233	27	-0.701	-0.701	NOUN
ajceb-8885	233	28	,	,	PUNCT
ajceb-8885	233	29	p	p	X
ajceb-8885	233	30	=	=	NOUN
ajceb-8885	233	31	0.000	0.000	NUM
ajceb-8885	233	32	)	)	PUNCT
ajceb-8885	233	33	,	,	PUNCT
ajceb-8885	233	34	client	client	NOUN
ajceb-8885	233	35	abuse	abuse	NOUN
ajceb-8885	233	36	(	(	PUNCT
ajceb-8885	233	37	r	r	NOUN
ajceb-8885	233	38	=	=	SYM
ajceb-8885	233	39	-0.614	-0.614	X
ajceb-8885	233	40	,	,	PUNCT
ajceb-8885	233	41	p	p	X
ajceb-8885	233	42	=	=	NOUN
ajceb-8885	233	43	0.000	0.000	NUM
ajceb-8885	233	44	)	)	PUNCT
ajceb-8885	233	45	,	,	PUNCT
ajceb-8885	233	46	negligence	negligence	NOUN
ajceb-8885	233	47	(	(	PUNCT
ajceb-8885	233	48	r	r	NOUN
ajceb-8885	233	49	=	=	PUNCT
ajceb-8885	233	50	-0.661	-0.661	PROPN
ajceb-8885	233	51	,	,	PUNCT
ajceb-8885	233	52	p	p	X
ajceb-8885	233	53	=	=	NOUN
ajceb-8885	233	54	0.000	0.000	NUM
ajceb-8885	233	55	)	)	PUNCT
ajceb-8885	233	56	,	,	PUNCT
ajceb-8885	233	57	and	and	CCONJ
ajceb-8885	233	58	favouritism	favouritism	NOUN
ajceb-8885	233	59	(	(	PUNCT
ajceb-8885	233	60	r	r	NOUN
ajceb-8885	233	61	=	=	SYM
ajceb-8885	233	62	-0.603	-0.603	PROPN
ajceb-8885	233	63	,	,	PUNCT
ajceb-8885	233	64	p	p	X
ajceb-8885	233	65	=	=	NOUN
ajceb-8885	233	66	0.000	0.000	NUM
ajceb-8885	233	67	)	)	PUNCT
ajceb-8885	233	68	.	.	PUNCT
ajceb-8885	234	1	the	the	DET
ajceb-8885	234	2	table	table	NOUN
ajceb-8885	234	3	revealed	reveal	VERB
ajceb-8885	234	4	that	that	SCONJ
ajceb-8885	234	5	contractor	contractor	NOUN
ajceb-8885	234	6	blacklisting	blacklisting	NOUN
ajceb-8885	234	7	and	and	CCONJ
ajceb-8885	234	8	de	de	NOUN
ajceb-8885	234	9	-	-	NOUN
ajceb-8885	234	10	registration	registration	NOUN
ajceb-8885	234	11	are	be	AUX
ajceb-8885	234	12	strongly	strongly	ADV
ajceb-8885	234	13	and	and	CCONJ
ajceb-8885	234	14	negatively	negatively	ADV
ajceb-8885	234	15	associated	associate	VERB
ajceb-8885	234	16	with	with	ADP
ajceb-8885	234	17	solicitation	solicitation	NOUN
ajceb-8885	234	18	(	(	PUNCT
ajceb-8885	234	19	r	r	NOUN
ajceb-8885	234	20	=	=	SYM
ajceb-8885	234	21	-0.723	-0.723	PROPN
ajceb-8885	234	22	,	,	PUNCT
ajceb-8885	234	23	p	p	X
ajceb-8885	234	24	=	=	NOUN
ajceb-8885	234	25	0.000	0.000	NUM
ajceb-8885	234	26	)	)	PUNCT
ajceb-8885	234	27	,	,	PUNCT
ajceb-8885	234	28	kickbacks	kickback	NOUN
ajceb-8885	234	29	(	(	PUNCT
ajceb-8885	234	30	r	r	NOUN
ajceb-8885	234	31	=	=	SYM
ajceb-8885	234	32	-0.596	-0.596	PROPN
ajceb-8885	234	33	,	,	PUNCT
ajceb-8885	234	34	p	p	X
ajceb-8885	234	35	=	=	NOUN
ajceb-8885	234	36	0.000	0.000	NUM
ajceb-8885	234	37	)	)	PUNCT
ajceb-8885	234	38	,	,	PUNCT
ajceb-8885	234	39	and	and	CCONJ
ajceb-8885	234	40	conditions	condition	NOUN
ajceb-8885	234	41	of	of	ADP
ajceb-8885	234	42	contracts	contract	NOUN
ajceb-8885	234	43	with	with	ADP
ajceb-8885	234	44	ambiguous	ambiguous	ADJ
ajceb-8885	234	45	terms	term	NOUN
ajceb-8885	234	46	of	of	ADP
ajceb-8885	234	47	reference	reference	NOUN
ajceb-8885	234	48	(	(	PUNCT
ajceb-8885	234	49	r	r	NOUN
ajceb-8885	234	50	=	=	SYM
ajceb-8885	234	51	-0.536	-0.536	NOUN
ajceb-8885	234	52	,	,	PUNCT
ajceb-8885	234	53	p	p	X
ajceb-8885	234	54	=	=	NOUN
ajceb-8885	234	55	0.000	0.000	NUM
ajceb-8885	234	56	)	)	PUNCT
ajceb-8885	234	57	.	.	PUNCT
ajceb-8885	235	1	there	there	PRON
ajceb-8885	235	2	was	be	VERB
ajceb-8885	235	3	a	a	DET
ajceb-8885	235	4	moderately	moderately	ADV
ajceb-8885	235	5	negative	negative	ADJ
ajceb-8885	235	6	association	association	NOUN
ajceb-8885	235	7	between	between	ADP
ajceb-8885	235	8	contractor	contractor	NOUN
ajceb-8885	235	9	blacklisting	blacklisting	NOUN
ajceb-8885	235	10	and	and	CCONJ
ajceb-8885	235	11	specification	specification	NOUN
ajceb-8885	235	12	alteration	alteration	NOUN
ajceb-8885	235	13	(	(	PUNCT
ajceb-8885	235	14	r	r	NOUN
ajceb-8885	235	15	=	=	SYM
ajceb-8885	235	16	-0.471	-0.471	NOUN
ajceb-8885	235	17	,	,	PUNCT
ajceb-8885	235	18	p	p	NOUN
ajceb-8885	235	19	=	=	NOUN
ajceb-8885	235	20	0.000	0.000	NUM
ajceb-8885	235	21	)	)	PUNCT
ajceb-8885	235	22	and	and	CCONJ
ajceb-8885	235	23	dishonesty	dishonesty	NOUN
ajceb-8885	235	24	(	(	PUNCT
ajceb-8885	235	25	r	r	NOUN
ajceb-8885	235	26	=	=	SYM
ajceb-8885	235	27	-0.337	-0.337	NUM
ajceb-8885	235	28	)	)	PUNCT
ajceb-8885	235	29	.	.	PUNCT
ajceb-8885	236	1	the	the	DET
ajceb-8885	236	2	correlation	correlation	NOUN
ajceb-8885	236	3	between	between	ADP
ajceb-8885	236	4	oversight	oversight	NOUN
ajceb-8885	236	5	by	by	ADP
ajceb-8885	236	6	ngos	ngo	NOUN
ajceb-8885	236	7	and	and	CCONJ
ajceb-8885	236	8	embezzlement	embezzlement	NOUN
ajceb-8885	236	9	(	(	PUNCT
ajceb-8885	236	10	r	r	NOUN
ajceb-8885	236	11	=	=	PUNCT
ajceb-8885	236	12	-0.557	-0.557	PROPN
ajceb-8885	236	13	,	,	PUNCT
ajceb-8885	236	14	p	p	X
ajceb-8885	236	15	=	=	NOUN
ajceb-8885	236	16	0.000	0.000	NUM
ajceb-8885	236	17	)	)	PUNCT
ajceb-8885	236	18	,	,	PUNCT
ajceb-8885	236	19	a	a	DET
ajceb-8885	236	20	conducive	conducive	ADJ
ajceb-8885	236	21	attitude	attitude	NOUN
ajceb-8885	236	22	(	(	PUNCT
ajceb-8885	236	23	r	r	NOUN
ajceb-8885	236	24	=	=	SYM
ajceb-8885	236	25	-0.483	-0.483	NOUN
ajceb-8885	236	26	,	,	PUNCT
ajceb-8885	236	27	p	p	X
ajceb-8885	236	28	=	=	NOUN
ajceb-8885	236	29	0.000	0.000	NUM
ajceb-8885	236	30	)	)	PUNCT
ajceb-8885	236	31	,	,	PUNCT
ajceb-8885	236	32	collusion	collusion	NOUN
ajceb-8885	236	33	(	(	PUNCT
ajceb-8885	236	34	r	r	NOUN
ajceb-8885	236	35	=	=	SYM
ajceb-8885	236	36	-0.464	-0.464	PROPN
ajceb-8885	236	37	,	,	PUNCT
ajceb-8885	236	38	p	p	X
ajceb-8885	236	39	=	=	NOUN
ajceb-8885	236	40	0.000	0.000	NUM
ajceb-8885	236	41	)	)	PUNCT
ajceb-8885	236	42	,	,	PUNCT
ajceb-8885	236	43	money	money	NOUN
ajceb-8885	236	44	laundering	laundering	NOUN
ajceb-8885	236	45	(	(	PUNCT
ajceb-8885	236	46	r	r	NOUN
ajceb-8885	236	47	=	=	SYM
ajceb-8885	236	48	-0.509	-0.509	NOUN
ajceb-8885	236	49	,	,	PUNCT
ajceb-8885	236	50	p	p	X
ajceb-8885	236	51	=	=	NOUN
ajceb-8885	236	52	0.000	0.000	NUM
ajceb-8885	236	53	)	)	PUNCT
ajceb-8885	236	54	,	,	PUNCT
ajceb-8885	236	55	and	and	CCONJ
ajceb-8885	236	56	conditions	condition	NOUN
ajceb-8885	236	57	of	of	ADP
ajceb-8885	236	58	contracts	contract	NOUN
ajceb-8885	236	59	with	with	ADP
ajceb-8885	236	60	vague	vague	ADJ
ajceb-8885	236	61	terms	term	NOUN
ajceb-8885	236	62	of	of	ADP
ajceb-8885	236	63	reference	reference	NOUN
ajceb-8885	236	64	(	(	PUNCT
ajceb-8885	236	65	r	r	NOUN
ajceb-8885	236	66	=	=	SYM
ajceb-8885	236	67	-0.579	-0.579	X
ajceb-8885	236	68	,	,	PUNCT
ajceb-8885	236	69	p	p	X
ajceb-8885	236	70	=	=	NOUN
ajceb-8885	236	71	0.000	0.000	NUM
ajceb-8885	236	72	)	)	PUNCT
ajceb-8885	236	73	was	be	AUX
ajceb-8885	236	74	moderately	moderately	ADV
ajceb-8885	236	75	negative	negative	ADJ
ajceb-8885	236	76	.	.	PUNCT
ajceb-8885	237	1	the	the	DET
ajceb-8885	237	2	relationship	relationship	NOUN
ajceb-8885	237	3	between	between	ADP
ajceb-8885	237	4	sustainable	sustainable	ADJ
ajceb-8885	237	5	investigative	investigative	ADJ
ajceb-8885	237	6	capacity	capacity	NOUN
ajceb-8885	237	7	and	and	CCONJ
ajceb-8885	237	8	facilitation	facilitation	NOUN
ajceb-8885	237	9	payments	payment	NOUN
ajceb-8885	237	10	was	be	AUX
ajceb-8885	237	11	moderately	moderately	ADV
ajceb-8885	237	12	negative	negative	ADJ
ajceb-8885	237	13	(	(	PUNCT
ajceb-8885	237	14	r	r	NOUN
ajceb-8885	237	15	=	=	SYM
ajceb-8885	237	16	-0.407	-0.407	PROPN
ajceb-8885	237	17	,	,	PUNCT
ajceb-8885	237	18	p	p	X
ajceb-8885	237	19	=	=	NOUN
ajceb-8885	237	20	0.000	0.000	NUM
ajceb-8885	237	21	)	)	PUNCT
ajceb-8885	237	22	.	.	PUNCT
ajceb-8885	238	1	the	the	DET
ajceb-8885	238	2	table	table	NOUN
ajceb-8885	238	3	reveals	reveal	VERB
ajceb-8885	238	4	that	that	SCONJ
ajceb-8885	238	5	all	all	DET
ajceb-8885	238	6	racs	rac	NOUN
ajceb-8885	238	7	have	have	VERB
ajceb-8885	238	8	a	a	DET
ajceb-8885	238	9	very	very	ADV
ajceb-8885	238	10	tenuous	tenuous	ADJ
ajceb-8885	238	11	relationship	relationship	NOUN
ajceb-8885	238	12	with	with	ADP
ajceb-8885	238	13	at	at	ADV
ajceb-8885	238	14	least	least	ADV
ajceb-8885	238	15	one	one	NUM
ajceb-8885	238	16	manifestation	manifestation	NOUN
ajceb-8885	238	17	of	of	ADP
ajceb-8885	238	18	corruption	corruption	NOUN
ajceb-8885	238	19	in	in	ADP
ajceb-8885	238	20	project	project	NOUN
ajceb-8885	238	21	planning	planning	NOUN
ajceb-8885	238	22	and	and	CCONJ
ajceb-8885	238	23	execution	execution	NOUN
ajceb-8885	238	24	.	.	PUNCT
ajceb-8885	239	1	civil	civil	ADJ
ajceb-8885	239	2	society	society	NOUN
ajceb-8885	239	3	oversight	oversight	NOUN
ajceb-8885	239	4	is	be	AUX
ajceb-8885	239	5	only	only	ADV
ajceb-8885	239	6	marginally	marginally	ADV
ajceb-8885	239	7	and	and	CCONJ
ajceb-8885	239	8	negatively	negatively	ADV
ajceb-8885	239	9	associated	associate	VERB
ajceb-8885	239	10	with	with	ADP
ajceb-8885	239	11	contract	contract	NOUN
ajceb-8885	239	12	noncompliance	noncompliance	NOUN
ajceb-8885	239	13	(	(	PUNCT
ajceb-8885	239	14	r	r	NOUN
ajceb-8885	239	15	=	=	PUNCT
ajceb-8885	239	16	-0.079	-0.079	X
ajceb-8885	239	17	,	,	PUNCT
ajceb-8885	239	18	p	p	X
ajceb-8885	239	19	=	=	NOUN
ajceb-8885	239	20	0.000	0.000	NUM
ajceb-8885	239	21	)	)	PUNCT
ajceb-8885	239	22	.	.	PUNCT
ajceb-8885	240	1	table	table	NOUN
ajceb-8885	240	2	4	4	NUM
ajceb-8885	240	3	.	.	PUNCT
ajceb-8885	241	1	mlr	mlr	NOUN
ajceb-8885	241	2	of	of	ADP
ajceb-8885	241	3	the	the	DET
ajceb-8885	241	4	effects	effect	NOUN
ajceb-8885	241	5	of	of	ADP
ajceb-8885	241	6	reactionary	reactionary	ADJ
ajceb-8885	241	7	anti	anti	ADJ
ajceb-8885	241	8	-	-	ADJ
ajceb-8885	241	9	corruption	corruption	ADJ
ajceb-8885	241	10	systems	system	NOUN
ajceb-8885	241	11	’	'	PUNCT
ajceb-8885	241	12	logic	logic	NOUN
ajceb-8885	241	13	on	on	ADP
ajceb-8885	241	14	corruption	corruption	NOUN
ajceb-8885	241	15	in	in	ADP
ajceb-8885	241	16	project	project	NOUN
ajceb-8885	241	17	planning	planning	NOUN
ajceb-8885	241	18	and	and	CCONJ
ajceb-8885	241	19	execution	execution	NOUN
ajceb-8885	241	20	corruption	corruption	NOUN
ajceb-8885	241	21	manifestations	manifestation	NOUN
ajceb-8885	241	22	β1	β1	PROPN
ajceb-8885	241	23	β2	β2	PROPN
ajceb-8885	241	24	β3	β3	VERB
ajceb-8885	241	25	β4	β4	PROPN
ajceb-8885	241	26	β5	β5	NOUN
ajceb-8885	241	27	β6	β6	PROPN
ajceb-8885	241	28	β7	β7	ADJ
ajceb-8885	241	29	β8	β8	NOUN
ajceb-8885	241	30	p	p	NOUN
ajceb-8885	241	31	-	-	PUNCT
ajceb-8885	241	32	value	value	NOUN
ajceb-8885	241	33	bribery	bribery	NOUN
ajceb-8885	241	34	-0.047	-0.047	NOUN
ajceb-8885	241	35	0.294	0.294	NUM
ajceb-8885	241	36	-0.143	-0.143	ADP
ajceb-8885	241	37	-0.139	-0.139	PUNCT
ajceb-8885	241	38	0.151	0.151	NUM
ajceb-8885	241	39	0.056	0.056	NUM
ajceb-8885	241	40	-0.396	-0.396	NUM
ajceb-8885	241	41	0.289	0.289	NUM
ajceb-8885	241	42	0.002	0.002	NUM
ajceb-8885	241	43	influence	influence	NOUN
ajceb-8885	241	44	peddling	peddle	VERB
ajceb-8885	241	45	0.160	0.160	NUM
ajceb-8885	241	46	0.305	0.305	NUM
ajceb-8885	241	47	0.179	0.179	NUM
ajceb-8885	241	48	-0.362	-0.362	ADP
ajceb-8885	241	49	0.320	0.320	NUM
ajceb-8885	241	50	-0.047	-0.047	PUNCT
ajceb-8885	241	51	-0.338	-0.338	PROPN
ajceb-8885	241	52	0.032	0.032	NUM
ajceb-8885	241	53	0.000	0.000	NUM
ajceb-8885	241	54	altering	altering	NOUN
ajceb-8885	241	55	of	of	ADP
ajceb-8885	241	56	specifications	specification	NOUN
ajceb-8885	241	57	-0.180	-0.180	VERB
ajceb-8885	241	58	0.271	0.271	NUM
ajceb-8885	241	59	0.360	0.360	NUM
ajceb-8885	241	60	-0.471	-0.471	NOUN
ajceb-8885	241	61	0.612	0.612	NUM
ajceb-8885	241	62	0.071	0.071	NUM
ajceb-8885	241	63	-0.618	-0.618	PUNCT
ajceb-8885	241	64	0.253	0.253	NUM
ajceb-8885	241	65	0.000	0.000	NUM
ajceb-8885	241	66	fraud	fraud	NOUN
ajceb-8885	241	67	0.043	0.043	NUM
ajceb-8885	241	68	0.007	0.007	NUM
ajceb-8885	241	69	-0.006	-0.006	PROPN
ajceb-8885	241	70	0.010	0.010	NUM
ajceb-8885	241	71	0.078	0.078	NUM
ajceb-8885	241	72	0.062	0.062	NUM
ajceb-8885	241	73	-0.381	-0.381	PUNCT
ajceb-8885	241	74	0.526	0.526	NUM
ajceb-8885	241	75	0.000	0.000	NUM
ajceb-8885	241	76	embezzlement	embezzlement	NOUN
ajceb-8885	241	77	-0.315	-0.315	PROPN
ajceb-8885	241	78	0.238	0.238	NUM
ajceb-8885	241	79	0.587	0.587	NUM
ajceb-8885	241	80	0.401	0.401	NUM
ajceb-8885	241	81	-0.348	-0.348	PUNCT
ajceb-8885	241	82	-0.045	-0.045	PUNCT
ajceb-8885	241	83	-0.557	-0.557	PUNCT
ajceb-8885	241	84	0.375	0.375	NUM
ajceb-8885	241	85	0.000	0.000	NUM
ajceb-8885	241	86	dishonesty	dishonesty	NOUN
ajceb-8885	241	87	-0.164	-0.164	NOUN
ajceb-8885	241	88	-0.041	-0.041	ADP
ajceb-8885	241	89	0.364	0.364	NUM
ajceb-8885	241	90	-0.337	-0.337	NOUN
ajceb-8885	241	91	0.327	0.327	NUM
ajceb-8885	241	92	-0.163	-0.163	NOUN
ajceb-8885	241	93	-0.701	-0.701	PUNCT
ajceb-8885	241	94	0.263	0.263	NUM
ajceb-8885	241	95	0.004	0.004	NUM
ajceb-8885	241	96	conducive	conducive	ADJ
ajceb-8885	241	97	attitudes	attitude	NOUN
ajceb-8885	241	98	0.317	0.317	NUM
ajceb-8885	241	99	-0.156	-0.156	NUM
ajceb-8885	241	100	-0.287	-0.287	NUM
ajceb-8885	241	101	-0.014	-0.014	NOUN
ajceb-8885	241	102	0.339	0.339	NUM
ajceb-8885	241	103	-0.027	-0.027	SYM
ajceb-8885	241	104	-0.483	-0.483	NUM
ajceb-8885	241	105	0.471	0.471	NUM
ajceb-8885	241	106	0.000	0.000	NUM
ajceb-8885	241	107	oluseye	oluseye	NOUN
ajceb-8885	241	108	et	et	PROPN
ajceb-8885	241	109	al	al	PROPN
ajceb-8885	241	110	.	.	PUNCT
ajceb-8885	242	1	construction	construction	NOUN
ajceb-8885	242	2	economics	economic	NOUN
ajceb-8885	242	3	and	and	CCONJ
ajceb-8885	242	4	building	building	NOUN
ajceb-8885	242	5	,	,	PUNCT
ajceb-8885	242	6	vol	vol	NOUN
ajceb-8885	242	7	.	.	PROPN
ajceb-8885	242	8	23	23	NUM
ajceb-8885	242	9	,	,	PUNCT
ajceb-8885	242	10	no	no	INTJ
ajceb-8885	242	11	.	.	NOUN
ajceb-8885	243	1	3/4	3/4	NUM
ajceb-8885	243	2	december	december	PROPN
ajceb-8885	243	3	2023197	2023197	NUM
ajceb-8885	243	4	corruption	corruption	NOUN
ajceb-8885	243	5	manifestations	manifestation	NOUN
ajceb-8885	243	6	β1	β1	PROPN
ajceb-8885	243	7	β2	β2	PROPN
ajceb-8885	243	8	β3	β3	VERB
ajceb-8885	243	9	β4	β4	PROPN
ajceb-8885	243	10	β5	β5	NOUN
ajceb-8885	243	11	β6	β6	PROPN
ajceb-8885	243	12	β7	β7	ADJ
ajceb-8885	243	13	β8	β8	NOUN
ajceb-8885	243	14	p	p	ADJ
ajceb-8885	243	15	-	-	PUNCT
ajceb-8885	243	16	value	value	NOUN
ajceb-8885	243	17	solicitation	solicitation	NOUN
ajceb-8885	243	18	0.184	0.184	NUM
ajceb-8885	243	19	0.354	0.354	NUM
ajceb-8885	243	20	0.084	0.084	NUM
ajceb-8885	243	21	-0.723	-0.723	PUNCT
ajceb-8885	243	22	0.721	0.721	NUM
ajceb-8885	243	23	0.067	0.067	NUM
ajceb-8885	243	24	0.025	0.025	NUM
ajceb-8885	243	25	0.205	0.205	NUM
ajceb-8885	243	26	0.000	0.000	NUM
ajceb-8885	243	27	quackery	quackery	NOUN
ajceb-8885	243	28	-0.175	-0.175	ADP
ajceb-8885	243	29	0.137	0.137	NUM
ajceb-8885	243	30	-0.080	-0.080	X
ajceb-8885	243	31	-0.315	-0.315	PROPN
ajceb-8885	243	32	0.058	0.058	NUM
ajceb-8885	243	33	-0.167	-0.167	NUM
ajceb-8885	243	34	0.047	0.047	NUM
ajceb-8885	243	35	0.098	0.098	NUM
ajceb-8885	243	36	0.000	0.000	NUM
ajceb-8885	243	37	incompetence	incompetence	NOUN
ajceb-8885	243	38	0.171	0.171	NUM
ajceb-8885	243	39	0.358	0.358	NUM
ajceb-8885	243	40	0.069	0.069	NUM
ajceb-8885	244	1	-0.269	-0.269	SYM
ajceb-8885	244	2	-0.003	-0.003	SYM
ajceb-8885	244	3	-0.052	-0.052	PUNCT
ajceb-8885	245	1	-0.212	-0.212	NOUN
ajceb-8885	245	2	0.055	0.055	NUM
ajceb-8885	245	3	0.000	0.000	NUM
ajceb-8885	245	4	client	client	NOUN
ajceb-8885	245	5	-	-	PUNCT
ajceb-8885	245	6	abuse	abuse	NOUN
ajceb-8885	245	7	-0.182	-0.182	NOUN
ajceb-8885	245	8	-0.010	-0.010	X
ajceb-8885	245	9	-0.320	-0.320	X
ajceb-8885	245	10	-0.299	-0.299	NOUN
ajceb-8885	245	11	0.495	0.495	NUM
ajceb-8885	245	12	-0.216	-0.216	NOUN
ajceb-8885	245	13	-0.614	-0.614	NUM
ajceb-8885	245	14	0.421	0.421	NUM
ajceb-8885	245	15	0.000	0.000	NUM
ajceb-8885	245	16	carelessness	carelessness	NOUN
ajceb-8885	245	17	-0.145	-0.145	PUNCT
ajceb-8885	245	18	0.387	0.387	NUM
ajceb-8885	245	19	0.131	0.131	NUM
ajceb-8885	245	20	-0.374	-0.374	NUM
ajceb-8885	245	21	0.048	0.048	NUM
ajceb-8885	245	22	-0.086	-0.086	NUM
ajceb-8885	245	23	-0.661	-0.661	PROPN
ajceb-8885	245	24	0.606	0.606	NUM
ajceb-8885	245	25	0.000	0.000	NUM
ajceb-8885	245	26	tax	tax	NOUN
ajceb-8885	245	27	evasion	evasion	NOUN
ajceb-8885	245	28	-0.032	-0.032	ADP
ajceb-8885	245	29	0.394	0.394	NUM
ajceb-8885	245	30	0.257	0.257	NUM
ajceb-8885	245	31	-0.835	-0.835	NOUN
ajceb-8885	245	32	0.180	0.180	NUM
ajceb-8885	245	33	0.125	0.125	NUM
ajceb-8885	245	34	-0.161	-0.161	NUM
ajceb-8885	245	35	0.139	0.139	NUM
ajceb-8885	245	36	0.000	0.000	NUM
ajceb-8885	245	37	poor	poor	ADJ
ajceb-8885	245	38	documentation	documentation	NOUN
ajceb-8885	245	39	-0.031	-0.031	NOUN
ajceb-8885	245	40	0.080	0.080	NUM
ajceb-8885	245	41	0.487	0.487	NUM
ajceb-8885	245	42	-0.167	-0.167	PUNCT
ajceb-8885	245	43	0.101	0.101	NUM
ajceb-8885	245	44	-0.111	-0.111	X
ajceb-8885	245	45	-0.376	-0.376	NOUN
ajceb-8885	245	46	0.257	0.257	NUM
ajceb-8885	245	47	0.000	0.000	NUM
ajceb-8885	245	48	collusion	collusion	NOUN
ajceb-8885	245	49	-0.072	-0.072	NOUN
ajceb-8885	245	50	-0.130	-0.130	ADP
ajceb-8885	245	51	0.410	0.410	NUM
ajceb-8885	245	52	0.146	0.146	NUM
ajceb-8885	245	53	0.145	0.145	NUM
ajceb-8885	245	54	-0.151	-0.151	PUNCT
ajceb-8885	245	55	-0.464	-0.464	ADP
ajceb-8885	245	56	0.384	0.384	NUM
ajceb-8885	245	57	0.001	0.001	NUM
ajceb-8885	245	58	kickbacks	kickback	NOUN
ajceb-8885	245	59	0.164	0.164	NUM
ajceb-8885	245	60	0.162	0.162	NUM
ajceb-8885	245	61	0.245	0.245	NUM
ajceb-8885	245	62	-0.596	-0.596	NUM
ajceb-8885	245	63	0.399	0.399	NUM
ajceb-8885	245	64	0.018	0.018	NUM
ajceb-8885	245	65	-0.388	-0.388	NUM
ajceb-8885	245	66	0.330	0.330	NUM
ajceb-8885	245	67	0.000	0.000	NUM
ajceb-8885	245	68	facilitation	facilitation	NOUN
ajceb-8885	245	69	payments	payment	NOUN
ajceb-8885	245	70	0.085	0.085	NUM
ajceb-8885	245	71	0.322	0.322	NUM
ajceb-8885	245	72	-0.407	-0.407	X
ajceb-8885	245	73	-0.310	-0.310	X
ajceb-8885	245	74	0.221	0.221	NUM
ajceb-8885	245	75	-0.034	-0.034	SYM
ajceb-8885	245	76	-0.361	-0.361	NOUN
ajceb-8885	245	77	0.198	0.198	NUM
ajceb-8885	245	78	0.000	0.000	NUM
ajceb-8885	245	79	patronage	patronage	NOUN
ajceb-8885	245	80	-0.015	-0.015	ADP
ajceb-8885	245	81	0.122	0.122	NUM
ajceb-8885	245	82	-0.293	-0.293	NUM
ajceb-8885	245	83	0.150	0.150	NUM
ajceb-8885	245	84	0.045	0.045	NUM
ajceb-8885	245	85	-0.047	-0.047	NUM
ajceb-8885	245	86	-0.603	-0.603	NUM
ajceb-8885	245	87	0.026	0.026	NUM
ajceb-8885	245	88	0.000	0.000	NUM
ajceb-8885	245	89	money	money	NOUN
ajceb-8885	245	90	laundering	laundering	NOUN
ajceb-8885	245	91	-0.273	-0.273	PUNCT
ajceb-8885	245	92	0.030	0.030	NUM
ajceb-8885	245	93	0.407	0.407	NUM
ajceb-8885	245	94	-0.131	-0.131	PUNCT
ajceb-8885	246	1	-0.210	-0.210	X
ajceb-8885	246	2	-0.083	-0.083	NOUN
ajceb-8885	246	3	-0.081	-0.081	NOUN
ajceb-8885	246	4	-0.079	-0.079	PUNCT
ajceb-8885	247	1	0.000	0.000	NUM
ajceb-8885	247	2	non	non	ADJ
ajceb-8885	247	3	-	-	NOUN
ajceb-8885	247	4	compliance	compliance	NOUN
ajceb-8885	247	5	with	with	ADP
ajceb-8885	247	6	contract	contract	NOUN
ajceb-8885	247	7	-0.090	-0.090	NUM
ajceb-8885	247	8	0.490	0.490	NUM
ajceb-8885	247	9	0.130	0.130	NUM
ajceb-8885	247	10	-0.295	-0.295	NOUN
ajceb-8885	247	11	-0.139	-0.139	PUNCT
ajceb-8885	247	12	0.083	0.083	NUM
ajceb-8885	247	13	-0.081	-0.081	NOUN
ajceb-8885	247	14	-0.079	-0.079	PUNCT
ajceb-8885	247	15	0.000	0.000	NUM
ajceb-8885	247	16	conditions	condition	NOUN
ajceb-8885	247	17	of	of	ADP
ajceb-8885	247	18	contracts	contract	NOUN
ajceb-8885	247	19	with	with	ADP
ajceb-8885	247	20	vague	vague	ADJ
ajceb-8885	247	21	terms	term	NOUN
ajceb-8885	247	22	of	of	ADP
ajceb-8885	247	23	reference	reference	NOUN
ajceb-8885	247	24	-0.046	-0.046	NUM
ajceb-8885	247	25	-0.132	-0.132	NUM
ajceb-8885	247	26	0.014	0.014	NUM
ajceb-8885	247	27	-0.536	-0.536	NUM
ajceb-8885	247	28	0.243	0.243	NUM
ajceb-8885	247	29	-0.064	-0.064	NOUN
ajceb-8885	247	30	-0.579	-0.579	PUNCT
ajceb-8885	247	31	0.480	0.480	NUM
ajceb-8885	247	32	0.001	0.001	NUM
ajceb-8885	247	33	leaking	leaking	NOUN
ajceb-8885	247	34	of	of	ADP
ajceb-8885	247	35	lowest	low	ADJ
ajceb-8885	247	36	price	price	NOUN
ajceb-8885	247	37	to	to	ADP
ajceb-8885	247	38	the	the	DET
ajceb-8885	247	39	preferred	preferred	ADJ
ajceb-8885	247	40	contractors	contractor	NOUN
ajceb-8885	247	41	-0.263	-0.263	PUNCT
ajceb-8885	247	42	0.206	0.206	NUM
ajceb-8885	247	43	-0.123	-0.123	NOUN
ajceb-8885	247	44	-0.068	-0.068	VERB
ajceb-8885	247	45	0.151	0.151	NUM
ajceb-8885	247	46	-0.015	-0.015	NUM
ajceb-8885	247	47	-0.356	-0.356	NUM
ajceb-8885	247	48	0.170	0.170	NUM
ajceb-8885	247	49	0.000	0.000	NUM
ajceb-8885	247	50	falsely	falsely	ADV
ajceb-8885	247	51	increasing	increase	VERB
ajceb-8885	247	52	the	the	DET
ajceb-8885	247	53	quantities	quantity	NOUN
ajceb-8885	247	54	of	of	ADP
ajceb-8885	247	55	certified	certified	ADJ
ajceb-8885	247	56	works	work	NOUN
ajceb-8885	247	57	-0.290	-0.290	PUNCT
ajceb-8885	247	58	0.512	0.512	NUM
ajceb-8885	247	59	0.065	0.065	NUM
ajceb-8885	247	60	-0.274	-0.274	NOUN
ajceb-8885	247	61	0.528	0.528	NUM
ajceb-8885	247	62	0.068	0.068	NUM
ajceb-8885	247	63	-0.044	-0.044	PROPN
ajceb-8885	247	64	0.073	0.073	NUM
ajceb-8885	247	65	0.000	0.000	NUM
ajceb-8885	247	66	fraudulently	fraudulently	ADV
ajceb-8885	247	67	increased	increase	VERB
ajceb-8885	247	68	variation	variation	NOUN
ajceb-8885	247	69	claims	claim	NOUN
ajceb-8885	247	70	-0.378	-0.378	ADP
ajceb-8885	247	71	0.129	0.129	NUM
ajceb-8885	247	72	-0.052	-0.052	NUM
ajceb-8885	247	73	-0.256	-0.256	PUNCT
ajceb-8885	247	74	0.522	0.522	NUM
ajceb-8885	247	75	-0.207	-0.207	NOUN
ajceb-8885	247	76	-0.185	-0.185	PUNCT
ajceb-8885	247	77	0.264	0.264	NUM
ajceb-8885	247	78	0.000	0.000	NUM
ajceb-8885	247	79	logic	logic	NOUN
ajceb-8885	247	80	poor	poor	ADJ
ajceb-8885	247	81	good	good	ADJ
ajceb-8885	247	82	fair	fair	ADJ
ajceb-8885	247	83	poor	poor	ADJ
ajceb-8885	247	84	poor	poor	ADJ
ajceb-8885	247	85	good	good	ADJ
ajceb-8885	247	86	good	good	ADJ
ajceb-8885	247	87	good	good	ADJ
ajceb-8885	247	88	support	support	NOUN
ajceb-8885	247	89	for	for	ADP
ajceb-8885	247	90	hypothesis	hypothesis	NOUN
ajceb-8885	247	91	support	support	NOUN
ajceb-8885	247	92	h1d	h1d	PRON
ajceb-8885	247	93	did	do	AUX
ajceb-8885	247	94	not	not	PART
ajceb-8885	247	95	support	support	VERB
ajceb-8885	247	96	h1b	h1b	PRON
ajceb-8885	247	97	support	support	VERB
ajceb-8885	247	98	h1c	h1c	PUNCT
ajceb-8885	247	99	support	support	VERB
ajceb-8885	247	100	h1d	h1d	NOUN
ajceb-8885	247	101	support	support	VERB
ajceb-8885	247	102	h1d	h1d	NOUN
ajceb-8885	247	103	did	do	AUX
ajceb-8885	247	104	not	not	PART
ajceb-8885	247	105	support	support	VERB
ajceb-8885	247	106	h1b	h1b	NOUN
ajceb-8885	247	107	support	support	VERB
ajceb-8885	247	108	h1b	h1b	NOUN
ajceb-8885	247	109	did	do	AUX
ajceb-8885	247	110	not	not	PART
ajceb-8885	247	111	support	support	VERB
ajceb-8885	247	112	h1b	h1b	PRON
ajceb-8885	247	113	β1	β1	NOUN
ajceb-8885	247	114	=	=	NOUN
ajceb-8885	247	115	investigation	investigation	NOUN
ajceb-8885	247	116	and	and	CCONJ
ajceb-8885	247	117	enforcement	enforcement	NOUN
ajceb-8885	247	118	;	;	PUNCT
ajceb-8885	247	119	β2	β2	NOUN
ajceb-8885	247	120	=	=	NOUN
ajceb-8885	247	121	rule	rule	NOUN
ajceb-8885	247	122	of	of	ADP
ajceb-8885	247	123	law	law	NOUN
ajceb-8885	247	124	compliance	compliance	NOUN
ajceb-8885	247	125	;	;	PUNCT
ajceb-8885	247	126	β3	β3	ADJ
ajceb-8885	247	127	=	=	SYM
ajceb-8885	247	128	sustainable	sustainable	ADJ
ajceb-8885	247	129	investigative	investigative	ADJ
ajceb-8885	247	130	capacity	capacity	NOUN
ajceb-8885	247	131	;	;	PUNCT
ajceb-8885	247	132	β4	β4	PROPN
ajceb-8885	247	133	=	=	NOUN
ajceb-8885	247	134	contractor	contractor	NOUN
ajceb-8885	247	135	blacklisting	blacklisting	NOUN
ajceb-8885	247	136	and	and	CCONJ
ajceb-8885	247	137	de	de	NOUN
ajceb-8885	247	138	-	-	NOUN
ajceb-8885	247	139	registration	registration	NOUN
ajceb-8885	247	140	;	;	PUNCT
ajceb-8885	247	141	β5	β5	NOUN
ajceb-8885	247	142	=	=	NOUN
ajceb-8885	247	143	license	license	NOUN
ajceb-8885	247	144	revocation	revocation	NOUN
ajceb-8885	247	145	;	;	PUNCT
ajceb-8885	248	1	β6	β6	PROPN
ajceb-8885	248	2	=	=	PRON
ajceb-8885	248	3	oversight	oversight	NOUN
ajceb-8885	248	4	by	by	ADP
ajceb-8885	248	5	social	social	ADJ
ajceb-8885	248	6	media	medium	NOUN
ajceb-8885	248	7	users	user	NOUN
ajceb-8885	248	8	;	;	PUNCT
ajceb-8885	248	9	β7	β7	ADJ
ajceb-8885	248	10	=	=	NOUN
ajceb-8885	248	11	oversight	oversight	NOUN
ajceb-8885	248	12	by	by	ADP
ajceb-8885	248	13	ngos	ngo	NOUN
ajceb-8885	248	14	;	;	PUNCT
ajceb-8885	248	15	β8	β8	NOUN
ajceb-8885	248	16	=	=	SYM
ajceb-8885	248	17	oversight	oversight	NOUN
ajceb-8885	248	18	by	by	ADP
ajceb-8885	248	19	civil	civil	ADJ
ajceb-8885	248	20	society	society	NOUN
ajceb-8885	248	21	logic	logic	NOUN
ajceb-8885	248	22	of	of	ADP
ajceb-8885	248	23	strategic	strategic	ADJ
ajceb-8885	248	24	anti	anti	ADJ
ajceb-8885	248	25	-	-	ADJ
ajceb-8885	248	26	corruption	corruption	ADJ
ajceb-8885	248	27	systems	system	NOUN
ajceb-8885	248	28	and	and	CCONJ
ajceb-8885	248	29	their	their	PRON
ajceb-8885	248	30	effects	effect	NOUN
ajceb-8885	248	31	on	on	ADP
ajceb-8885	248	32	corruption	corruption	NOUN
ajceb-8885	248	33	in	in	ADP
ajceb-8885	248	34	project	project	NOUN
ajceb-8885	248	35	planning	planning	NOUN
ajceb-8885	248	36	and	and	CCONJ
ajceb-8885	248	37	execution	execution	NOUN
ajceb-8885	248	38	table	table	NOUN
ajceb-8885	248	39	5	5	NUM
ajceb-8885	248	40	shows	show	VERB
ajceb-8885	248	41	the	the	DET
ajceb-8885	248	42	mlr	mlr	NOUN
ajceb-8885	248	43	analysis	analysis	NOUN
ajceb-8885	248	44	of	of	ADP
ajceb-8885	248	45	the	the	DET
ajceb-8885	248	46	relationship	relationship	NOUN
ajceb-8885	248	47	between	between	ADP
ajceb-8885	248	48	the	the	DET
ajceb-8885	248	49	logic	logic	NOUN
ajceb-8885	248	50	of	of	ADP
ajceb-8885	248	51	strategic	strategic	ADJ
ajceb-8885	248	52	anti	anti	ADJ
ajceb-8885	248	53	-	-	ADJ
ajceb-8885	248	54	corruption	corruption	ADJ
ajceb-8885	248	55	systems	system	NOUN
ajceb-8885	248	56	(	(	PUNCT
ajceb-8885	248	57	sacs	sac	NOUN
ajceb-8885	248	58	)	)	PUNCT
ajceb-8885	248	59	and	and	CCONJ
ajceb-8885	248	60	corruption	corruption	NOUN
ajceb-8885	248	61	manifestations	manifestation	NOUN
ajceb-8885	248	62	in	in	ADP
ajceb-8885	248	63	project	project	NOUN
ajceb-8885	248	64	planning	planning	NOUN
ajceb-8885	248	65	and	and	CCONJ
ajceb-8885	248	66	execution	execution	NOUN
ajceb-8885	248	67	.	.	PUNCT
ajceb-8885	249	1	sacs	sac	NOUN
ajceb-8885	249	2	with	with	ADP
ajceb-8885	249	3	good	good	ADJ
ajceb-8885	249	4	logic	logic	NOUN
ajceb-8885	249	5	(	(	PUNCT
ajceb-8885	249	6	increased	increase	VERB
ajceb-8885	249	7	information	information	NOUN
ajceb-8885	249	8	access	access	NOUN
ajceb-8885	249	9	)	)	PUNCT
ajceb-8885	249	10	has	have	VERB
ajceb-8885	249	11	a	a	DET
ajceb-8885	249	12	minor	minor	ADJ
ajceb-8885	249	13	impact	impact	NOUN
ajceb-8885	249	14	on	on	ADP
ajceb-8885	249	15	corruption	corruption	NOUN
ajceb-8885	249	16	manifestations	manifestation	NOUN
ajceb-8885	249	17	during	during	ADP
ajceb-8885	249	18	project	project	NOUN
ajceb-8885	249	19	planning	planning	NOUN
ajceb-8885	249	20	table	table	NOUN
ajceb-8885	249	21	4	4	NUM
ajceb-8885	249	22	.	.	PUNCT
ajceb-8885	249	23	continued	continue	VERB
ajceb-8885	249	24	oluseye	oluseye	NOUN
ajceb-8885	249	25	et	et	PROPN
ajceb-8885	249	26	al	al	PROPN
ajceb-8885	249	27	.	.	PUNCT
ajceb-8885	250	1	construction	construction	NOUN
ajceb-8885	250	2	economics	economic	NOUN
ajceb-8885	250	3	and	and	CCONJ
ajceb-8885	250	4	building	building	NOUN
ajceb-8885	250	5	,	,	PUNCT
ajceb-8885	250	6	vol	vol	NOUN
ajceb-8885	250	7	.	.	PROPN
ajceb-8885	250	8	23	23	NUM
ajceb-8885	250	9	,	,	PUNCT
ajceb-8885	250	10	no	no	INTJ
ajceb-8885	250	11	.	.	NOUN
ajceb-8885	251	1	3/4	3/4	NUM
ajceb-8885	251	2	december	december	PROPN
ajceb-8885	251	3	2023198	2023198	NUM
ajceb-8885	251	4	and	and	CCONJ
ajceb-8885	251	5	execution	execution	NOUN
ajceb-8885	251	6	.	.	PUNCT
ajceb-8885	252	1	this	this	PRON
ajceb-8885	252	2	supports	support	VERB
ajceb-8885	252	3	hypothesis	hypothesis	NOUN
ajceb-8885	252	4	1b	1b	NUM
ajceb-8885	252	5	.	.	PUNCT
ajceb-8885	253	1	sacs	sac	NOUN
ajceb-8885	253	2	with	with	ADP
ajceb-8885	253	3	fair	fair	ADJ
ajceb-8885	253	4	logic	logic	NOUN
ajceb-8885	253	5	(	(	PUNCT
ajceb-8885	253	6	e	e	NOUN
ajceb-8885	253	7	-	-	NOUN
ajceb-8885	253	8	procurement	procurement	ADJ
ajceb-8885	253	9	,	,	PUNCT
ajceb-8885	253	10	political	political	ADJ
ajceb-8885	253	11	accountability	accountability	NOUN
ajceb-8885	253	12	,	,	PUNCT
ajceb-8885	253	13	social	social	ADJ
ajceb-8885	253	14	accountability	accountability	NOUN
ajceb-8885	253	15	,	,	PUNCT
ajceb-8885	253	16	economic	economic	ADJ
ajceb-8885	253	17	accountability	accountability	NOUN
ajceb-8885	253	18	,	,	PUNCT
ajceb-8885	253	19	cashless	cashless	NOUN
ajceb-8885	253	20	policy	policy	NOUN
ajceb-8885	253	21	,	,	PUNCT
ajceb-8885	253	22	and	and	CCONJ
ajceb-8885	253	23	due	due	ADJ
ajceb-8885	253	24	process	process	NOUN
ajceb-8885	253	25	in	in	ADP
ajceb-8885	253	26	public	public	ADJ
ajceb-8885	253	27	procurement	procurement	NOUN
ajceb-8885	253	28	)	)	PUNCT
ajceb-8885	253	29	have	have	VERB
ajceb-8885	253	30	a	a	DET
ajceb-8885	253	31	minimal	minimal	ADJ
ajceb-8885	253	32	impact	impact	NOUN
ajceb-8885	253	33	on	on	ADP
ajceb-8885	253	34	the	the	DET
ajceb-8885	253	35	manifestation	manifestation	NOUN
ajceb-8885	253	36	of	of	ADP
ajceb-8885	253	37	corruption	corruption	NOUN
ajceb-8885	253	38	during	during	ADP
ajceb-8885	253	39	project	project	NOUN
ajceb-8885	253	40	planning	planning	NOUN
ajceb-8885	253	41	and	and	CCONJ
ajceb-8885	253	42	execution	execution	NOUN
ajceb-8885	253	43	.	.	PUNCT
ajceb-8885	254	1	this	this	PRON
ajceb-8885	254	2	supports	support	VERB
ajceb-8885	254	3	hypothesis	hypothesis	NOUN
ajceb-8885	254	4	1c	1c	NOUN
ajceb-8885	254	5	.	.	PUNCT
ajceb-8885	255	1	treasury	treasury	PROPN
ajceb-8885	255	2	single	single	ADJ
ajceb-8885	255	3	account	account	NOUN
ajceb-8885	255	4	,	,	PUNCT
ajceb-8885	255	5	integrated	integrate	VERB
ajceb-8885	255	6	payroll	payroll	NOUN
ajceb-8885	255	7	and	and	CCONJ
ajceb-8885	255	8	personnel	personnel	NOUN
ajceb-8885	255	9	information	information	NOUN
ajceb-8885	255	10	system	system	NOUN
ajceb-8885	255	11	(	(	PUNCT
ajceb-8885	255	12	ippis	ippis	ADJ
ajceb-8885	255	13	)	)	PUNCT
ajceb-8885	255	14	,	,	PUNCT
ajceb-8885	255	15	and	and	CCONJ
ajceb-8885	255	16	whistleblower	whistleblower	NOUN
ajceb-8885	255	17	policy	policy	NOUN
ajceb-8885	255	18	are	be	AUX
ajceb-8885	255	19	sacs	sac	NOUN
ajceb-8885	255	20	with	with	ADP
ajceb-8885	255	21	poor	poor	ADJ
ajceb-8885	255	22	logic	logic	NOUN
ajceb-8885	255	23	.	.	PUNCT
ajceb-8885	256	1	the	the	DET
ajceb-8885	256	2	result	result	NOUN
ajceb-8885	256	3	shows	show	VERB
ajceb-8885	256	4	that	that	SCONJ
ajceb-8885	256	5	they	they	PRON
ajceb-8885	256	6	have	have	VERB
ajceb-8885	256	7	a	a	DET
ajceb-8885	256	8	negligible	negligible	ADJ
ajceb-8885	256	9	impact	impact	NOUN
ajceb-8885	256	10	on	on	ADP
ajceb-8885	256	11	the	the	DET
ajceb-8885	256	12	manifestation	manifestation	NOUN
ajceb-8885	256	13	of	of	ADP
ajceb-8885	256	14	corruption	corruption	NOUN
ajceb-8885	256	15	in	in	ADP
ajceb-8885	256	16	project	project	NOUN
ajceb-8885	256	17	planning	planning	NOUN
ajceb-8885	256	18	and	and	CCONJ
ajceb-8885	256	19	execution	execution	NOUN
ajceb-8885	256	20	.	.	PUNCT
ajceb-8885	257	1	this	this	PRON
ajceb-8885	257	2	supports	support	VERB
ajceb-8885	257	3	hypothesis	hypothesis	NOUN
ajceb-8885	257	4	1d	1d	NUM
ajceb-8885	257	5	.	.	PUNCT
ajceb-8885	258	1	as	as	SCONJ
ajceb-8885	258	2	shown	show	VERB
ajceb-8885	258	3	in	in	ADP
ajceb-8885	258	4	the	the	DET
ajceb-8885	258	5	table	table	NOUN
ajceb-8885	258	6	,	,	PUNCT
ajceb-8885	258	7	there	there	PRON
ajceb-8885	258	8	was	be	VERB
ajceb-8885	258	9	an	an	DET
ajceb-8885	258	10	extremely	extremely	ADV
ajceb-8885	258	11	significant	significant	ADJ
ajceb-8885	258	12	and	and	CCONJ
ajceb-8885	258	13	negative	negative	ADJ
ajceb-8885	258	14	association	association	NOUN
ajceb-8885	258	15	between	between	ADP
ajceb-8885	258	16	increased	increase	VERB
ajceb-8885	258	17	information	information	NOUN
ajceb-8885	258	18	access	access	NOUN
ajceb-8885	258	19	and	and	CCONJ
ajceb-8885	258	20	solicitation	solicitation	NOUN
ajceb-8885	258	21	(	(	PUNCT
ajceb-8885	258	22	r	r	NOUN
ajceb-8885	258	23	=	=	SYM
ajceb-8885	258	24	-0.862	-0.862	X
ajceb-8885	258	25	,	,	PUNCT
ajceb-8885	258	26	p	p	NOUN
ajceb-8885	258	27	=	=	NOUN
ajceb-8885	258	28	0.000	0.000	NUM
ajceb-8885	258	29	)	)	PUNCT
ajceb-8885	258	30	;	;	PUNCT
ajceb-8885	258	31	increased	increase	VERB
ajceb-8885	258	32	information	information	NOUN
ajceb-8885	258	33	access	access	NOUN
ajceb-8885	258	34	was	be	AUX
ajceb-8885	258	35	also	also	ADV
ajceb-8885	258	36	found	find	VERB
ajceb-8885	258	37	to	to	PART
ajceb-8885	258	38	have	have	VERB
ajceb-8885	258	39	a	a	DET
ajceb-8885	258	40	strong	strong	ADJ
ajceb-8885	258	41	negative	negative	ADJ
ajceb-8885	258	42	association	association	NOUN
ajceb-8885	258	43	with	with	ADP
ajceb-8885	258	44	kickbacks	kickback	NOUN
ajceb-8885	258	45	(	(	PUNCT
ajceb-8885	258	46	r	r	NOUN
ajceb-8885	258	47	=	=	PUNCT
ajceb-8885	258	48	-0.662	-0.662	NOUN
ajceb-8885	258	49	,	,	PUNCT
ajceb-8885	258	50	p	p	X
ajceb-8885	258	51	=	=	NOUN
ajceb-8885	258	52	0.000	0.000	NUM
ajceb-8885	258	53	)	)	PUNCT
ajceb-8885	258	54	,	,	PUNCT
ajceb-8885	258	55	conditions	condition	NOUN
ajceb-8885	258	56	of	of	ADP
ajceb-8885	258	57	contracts	contract	NOUN
ajceb-8885	258	58	with	with	ADP
ajceb-8885	258	59	vague	vague	ADJ
ajceb-8885	258	60	terms	term	NOUN
ajceb-8885	258	61	of	of	ADP
ajceb-8885	258	62	reference	reference	NOUN
ajceb-8885	258	63	(	(	PUNCT
ajceb-8885	258	64	r	r	NOUN
ajceb-8885	258	65	=	=	SYM
ajceb-8885	258	66	-0.679	-0.679	PROPN
ajceb-8885	258	67	,	,	PUNCT
ajceb-8885	258	68	p	p	X
ajceb-8885	258	69	=	=	NOUN
ajceb-8885	258	70	0.000	0.000	NUM
ajceb-8885	258	71	)	)	PUNCT
ajceb-8885	258	72	,	,	PUNCT
ajceb-8885	258	73	and	and	CCONJ
ajceb-8885	258	74	fraudulently	fraudulently	ADV
ajceb-8885	258	75	increased	increase	VERB
ajceb-8885	258	76	variation	variation	NOUN
ajceb-8885	258	77	claims	claim	NOUN
ajceb-8885	258	78	(	(	PUNCT
ajceb-8885	258	79	r	r	NOUN
ajceb-8885	258	80	=	=	NOUN
ajceb-8885	258	81	0.609	0.609	NUM
ajceb-8885	258	82	,	,	PUNCT
ajceb-8885	258	83	p	p	NOUN
ajceb-8885	258	84	=	=	NOUN
ajceb-8885	258	85	0.000	0.000	NUM
ajceb-8885	258	86	)	)	PUNCT
ajceb-8885	258	87	.	.	PUNCT
ajceb-8885	259	1	there	there	PRON
ajceb-8885	259	2	was	be	VERB
ajceb-8885	259	3	a	a	DET
ajceb-8885	259	4	moderately	moderately	ADV
ajceb-8885	259	5	negative	negative	ADJ
ajceb-8885	259	6	correlation	correlation	NOUN
ajceb-8885	259	7	between	between	ADP
ajceb-8885	259	8	increased	increase	VERB
ajceb-8885	259	9	information	information	NOUN
ajceb-8885	259	10	access	access	NOUN
ajceb-8885	259	11	and	and	CCONJ
ajceb-8885	259	12	dishonesty	dishonesty	NOUN
ajceb-8885	259	13	(	(	PUNCT
ajceb-8885	259	14	r	r	NOUN
ajceb-8885	259	15	=	=	SYM
ajceb-8885	259	16	-0.486	-0.486	PROPN
ajceb-8885	259	17	,	,	PUNCT
ajceb-8885	259	18	p	p	NOUN
ajceb-8885	259	19	=	=	NOUN
ajceb-8885	259	20	0.000	0.000	NUM
ajceb-8885	259	21	)	)	PUNCT
ajceb-8885	259	22	,	,	PUNCT
ajceb-8885	259	23	client	client	NOUN
ajceb-8885	259	24	abuse	abuse	NOUN
ajceb-8885	259	25	(	(	PUNCT
ajceb-8885	259	26	r	r	NOUN
ajceb-8885	259	27	=	=	SYM
ajceb-8885	259	28	-0.461	-0.461	PROPN
ajceb-8885	259	29	,	,	PUNCT
ajceb-8885	259	30	p	p	X
ajceb-8885	259	31	=	=	NOUN
ajceb-8885	259	32	0.000	0.000	NUM
ajceb-8885	259	33	)	)	PUNCT
ajceb-8885	259	34	,	,	PUNCT
ajceb-8885	259	35	money	money	NOUN
ajceb-8885	259	36	laundering	laundering	NOUN
ajceb-8885	259	37	(	(	PUNCT
ajceb-8885	259	38	r	r	NOUN
ajceb-8885	259	39	=	=	SYM
ajceb-8885	259	40	-0.453	-0.453	NOUN
ajceb-8885	259	41	,	,	PUNCT
ajceb-8885	259	42	p	p	NOUN
ajceb-8885	259	43	=	=	NOUN
ajceb-8885	259	44	0.000	0.000	NUM
ajceb-8885	259	45	)	)	PUNCT
ajceb-8885	259	46	,	,	PUNCT
ajceb-8885	259	47	and	and	CCONJ
ajceb-8885	259	48	disclosing	disclose	VERB
ajceb-8885	259	49	the	the	DET
ajceb-8885	259	50	lowest	low	ADJ
ajceb-8885	259	51	price	price	NOUN
ajceb-8885	259	52	to	to	ADP
ajceb-8885	259	53	preferred	preferred	ADJ
ajceb-8885	259	54	contractors	contractor	NOUN
ajceb-8885	259	55	(	(	PUNCT
ajceb-8885	259	56	r	r	NOUN
ajceb-8885	259	57	=	=	SYM
ajceb-8885	259	58	-0.506	-0.506	NOUN
ajceb-8885	259	59	,	,	PUNCT
ajceb-8885	259	60	p	p	X
ajceb-8885	259	61	=	=	NOUN
ajceb-8885	259	62	0.000	0.000	NUM
ajceb-8885	259	63	)	)	PUNCT
ajceb-8885	259	64	.	.	PUNCT
ajceb-8885	260	1	the	the	DET
ajceb-8885	260	2	correlation	correlation	NOUN
ajceb-8885	260	3	between	between	ADP
ajceb-8885	260	4	cashless	cashless	NOUN
ajceb-8885	260	5	policy	policy	NOUN
ajceb-8885	260	6	and	and	CCONJ
ajceb-8885	260	7	quackery	quackery	NOUN
ajceb-8885	260	8	(	(	PUNCT
ajceb-8885	260	9	r	r	NOUN
ajceb-8885	260	10	=	=	SYM
ajceb-8885	260	11	-0.613	-0.613	PROPN
ajceb-8885	260	12	,	,	PUNCT
ajceb-8885	260	13	p	p	X
ajceb-8885	260	14	=	=	NOUN
ajceb-8885	260	15	0.000	0.000	NUM
ajceb-8885	260	16	)	)	PUNCT
ajceb-8885	260	17	and	and	CCONJ
ajceb-8885	260	18	between	between	ADP
ajceb-8885	260	19	social	social	ADJ
ajceb-8885	260	20	accountability	accountability	NOUN
ajceb-8885	260	21	and	and	CCONJ
ajceb-8885	260	22	tax	tax	NOUN
ajceb-8885	260	23	evasion	evasion	NOUN
ajceb-8885	260	24	(	(	PUNCT
ajceb-8885	260	25	r	r	NOUN
ajceb-8885	260	26	=	=	SYM
ajceb-8885	260	27	-0.719	-0.719	X
ajceb-8885	260	28	,	,	PUNCT
ajceb-8885	260	29	p	p	X
ajceb-8885	260	30	=	=	NOUN
ajceb-8885	260	31	0.000	0.000	NUM
ajceb-8885	260	32	)	)	PUNCT
ajceb-8885	260	33	was	be	AUX
ajceb-8885	260	34	determined	determine	VERB
ajceb-8885	260	35	to	to	PART
ajceb-8885	260	36	be	be	AUX
ajceb-8885	260	37	overwhelmingly	overwhelmingly	ADV
ajceb-8885	260	38	negative	negative	ADJ
ajceb-8885	260	39	.	.	PUNCT
ajceb-8885	261	1	a	a	DET
ajceb-8885	261	2	moderately	moderately	ADV
ajceb-8885	261	3	negative	negative	ADJ
ajceb-8885	261	4	relationship	relationship	NOUN
ajceb-8885	261	5	occurred	occur	VERB
ajceb-8885	261	6	between	between	ADP
ajceb-8885	261	7	political	political	ADJ
ajceb-8885	261	8	accountability	accountability	NOUN
ajceb-8885	261	9	and	and	CCONJ
ajceb-8885	261	10	embezzlement	embezzlement	NOUN
ajceb-8885	261	11	(	(	PUNCT
ajceb-8885	261	12	r	r	NOUN
ajceb-8885	261	13	=	=	SYM
ajceb-8885	261	14	-0.552	-0.552	X
ajceb-8885	261	15	,	,	PUNCT
ajceb-8885	261	16	p	p	NOUN
ajceb-8885	261	17	=	=	NOUN
ajceb-8885	261	18	0.000	0.000	NUM
ajceb-8885	261	19	)	)	PUNCT
ajceb-8885	261	20	,	,	PUNCT
ajceb-8885	261	21	increased	increase	VERB
ajceb-8885	261	22	information	information	NOUN
ajceb-8885	261	23	access	access	NOUN
ajceb-8885	261	24	and	and	CCONJ
ajceb-8885	261	25	dishonesty	dishonesty	NOUN
ajceb-8885	261	26	(	(	PUNCT
ajceb-8885	261	27	r	r	NOUN
ajceb-8885	261	28	=	=	SYM
ajceb-8885	261	29	-0.486	-0.486	PROPN
ajceb-8885	261	30	,	,	PUNCT
ajceb-8885	261	31	p	p	NOUN
ajceb-8885	261	32	=	=	NOUN
ajceb-8885	261	33	0.000	0.000	NUM
ajceb-8885	261	34	)	)	PUNCT
ajceb-8885	261	35	,	,	PUNCT
ajceb-8885	261	36	due	due	ADJ
ajceb-8885	261	37	process	process	NOUN
ajceb-8885	261	38	and	and	CCONJ
ajceb-8885	261	39	carelessness	carelessness	NOUN
ajceb-8885	261	40	(	(	PUNCT
ajceb-8885	261	41	r	r	NOUN
ajceb-8885	261	42	=	=	SYM
ajceb-8885	261	43	-0.430	-0.430	PROPN
ajceb-8885	261	44	,	,	PUNCT
ajceb-8885	261	45	p	p	X
ajceb-8885	261	46	=	=	NOUN
ajceb-8885	261	47	0.000	0.000	NUM
ajceb-8885	261	48	)	)	PUNCT
ajceb-8885	261	49	,	,	PUNCT
ajceb-8885	261	50	cashless	cashless	NOUN
ajceb-8885	261	51	policy	policy	NOUN
ajceb-8885	261	52	and	and	CCONJ
ajceb-8885	261	53	tax	tax	NOUN
ajceb-8885	261	54	evasion	evasion	NOUN
ajceb-8885	261	55	(	(	PUNCT
ajceb-8885	261	56	r	r	NOUN
ajceb-8885	261	57	=	=	PUNCT
ajceb-8885	261	58	-0.420	-0.420	ADJ
ajceb-8885	261	59	,	,	PUNCT
ajceb-8885	261	60	p	p	X
ajceb-8885	261	61	=	=	NOUN
ajceb-8885	261	62	0.000	0.000	NUM
ajceb-8885	261	63	)	)	PUNCT
ajceb-8885	261	64	,	,	PUNCT
ajceb-8885	261	65	political	political	ADJ
ajceb-8885	261	66	accountability	accountability	NOUN
ajceb-8885	261	67	and	and	CCONJ
ajceb-8885	261	68	collusion	collusion	NOUN
ajceb-8885	261	69	(	(	PUNCT
ajceb-8885	261	70	r	r	NOUN
ajceb-8885	261	71	=	=	SYM
ajceb-8885	261	72	-0.484	-0.484	NOUN
ajceb-8885	261	73	,	,	PUNCT
ajceb-8885	261	74	p	p	X
ajceb-8885	261	75	=	=	NOUN
ajceb-8885	261	76	0.000	0.000	NUM
ajceb-8885	261	77	)	)	PUNCT
ajceb-8885	261	78	,	,	PUNCT
ajceb-8885	261	79	and	and	CCONJ
ajceb-8885	261	80	due	due	ADJ
ajceb-8885	261	81	process	process	NOUN
ajceb-8885	261	82	and	and	CCONJ
ajceb-8885	261	83	falsely	falsely	ADV
ajceb-8885	261	84	increasing	increase	VERB
ajceb-8885	261	85	the	the	DET
ajceb-8885	261	86	quantities	quantity	NOUN
ajceb-8885	261	87	of	of	ADP
ajceb-8885	261	88	certified	certified	ADJ
ajceb-8885	261	89	works	work	NOUN
ajceb-8885	261	90	(	(	PUNCT
ajceb-8885	261	91	r	r	NOUN
ajceb-8885	261	92	=	=	SYM
ajceb-8885	261	93	-0.523	-0.523	NOUN
ajceb-8885	261	94	,	,	PUNCT
ajceb-8885	261	95	p	p	X
ajceb-8885	261	96	=	=	NOUN
ajceb-8885	261	97	0.000	0.000	NUM
ajceb-8885	261	98	)	)	PUNCT
ajceb-8885	261	99	.	.	PUNCT
ajceb-8885	262	1	table	table	NOUN
ajceb-8885	262	2	5	5	NUM
ajceb-8885	262	3	.	.	PUNCT
ajceb-8885	263	1	mlr	mlr	NOUN
ajceb-8885	263	2	of	of	ADP
ajceb-8885	263	3	the	the	DET
ajceb-8885	263	4	effects	effect	NOUN
ajceb-8885	263	5	of	of	ADP
ajceb-8885	263	6	strategic	strategic	ADJ
ajceb-8885	263	7	anti	anti	ADJ
ajceb-8885	263	8	-	-	ADJ
ajceb-8885	263	9	corruption	corruption	ADJ
ajceb-8885	263	10	systems	system	NOUN
ajceb-8885	263	11	’	'	PUNCT
ajceb-8885	263	12	logic	logic	NOUN
ajceb-8885	263	13	on	on	ADP
ajceb-8885	263	14	corruption	corruption	NOUN
ajceb-8885	263	15	in	in	ADP
ajceb-8885	263	16	project	project	NOUN
ajceb-8885	263	17	planning	planning	NOUN
ajceb-8885	263	18	and	and	CCONJ
ajceb-8885	263	19	execution	execution	NOUN
ajceb-8885	263	20	corruption	corruption	NOUN
ajceb-8885	263	21	manifestations	manifestation	NOUN
ajceb-8885	263	22	β1	β1	PROPN
ajceb-8885	263	23	β2	β2	PROPN
ajceb-8885	263	24	β3	β3	VERB
ajceb-8885	263	25	β4	β4	PROPN
ajceb-8885	263	26	β5	β5	NOUN
ajceb-8885	263	27	β6	β6	PROPN
ajceb-8885	263	28	β7	β7	ADJ
ajceb-8885	263	29	β8	β8	PROPN
ajceb-8885	263	30	β9	β9	PROPN
ajceb-8885	263	31	β10	β10	NOUN
ajceb-8885	263	32	p	p	ADJ
ajceb-8885	263	33	-	-	PUNCT
ajceb-8885	263	34	value	value	NOUN
ajceb-8885	263	35	bribery	bribery	NOUN
ajceb-8885	263	36	-0.245	-0.245	PUNCT
ajceb-8885	263	37	0.049	0.049	NUM
ajceb-8885	263	38	0.212	0.212	NUM
ajceb-8885	263	39	0.014	0.014	NUM
ajceb-8885	263	40	0.068	0.068	NUM
ajceb-8885	263	41	0.300	0.300	NUM
ajceb-8885	263	42	0.034	0.034	NUM
ajceb-8885	263	43	0.271	0.271	NUM
ajceb-8885	263	44	0.055	0.055	NUM
ajceb-8885	263	45	0.060	0.060	NUM
ajceb-8885	263	46	0.002	0.002	NUM
ajceb-8885	263	47	influence	influence	NOUN
ajceb-8885	263	48	peddling	peddling	NOUN
ajceb-8885	263	49	-0.342	-0.342	PROPN
ajceb-8885	263	50	0.357	0.357	NUM
ajceb-8885	263	51	-0.044	-0.044	PROPN
ajceb-8885	263	52	0.152	0.152	NUM
ajceb-8885	263	53	-0.061	-0.061	NOUN
ajceb-8885	263	54	0.503	0.503	NUM
ajceb-8885	263	55	-0.227	-0.227	PUNCT
ajceb-8885	263	56	-0.071	-0.071	PUNCT
ajceb-8885	263	57	0.537	0.537	NUM
ajceb-8885	263	58	0.014	0.014	NUM
ajceb-8885	263	59	0.000	0.000	NUM
ajceb-8885	263	60	altering	altering	NOUN
ajceb-8885	263	61	of	of	ADP
ajceb-8885	263	62	specifications	specification	NOUN
ajceb-8885	263	63	-0.309	-0.309	NOUN
ajceb-8885	263	64	0.070	0.070	NUM
ajceb-8885	263	65	0.304	0.304	NUM
ajceb-8885	263	66	0.098	0.098	NUM
ajceb-8885	263	67	0.169	0.169	NUM
ajceb-8885	263	68	0.247	0.247	NUM
ajceb-8885	263	69	0.393	0.393	NUM
ajceb-8885	263	70	0.523	0.523	NUM
ajceb-8885	263	71	0.434	0.434	NUM
ajceb-8885	263	72	-0.149	-0.149	NUM
ajceb-8885	263	73	0.000	0.000	NUM
ajceb-8885	263	74	fraud	fraud	NOUN
ajceb-8885	263	75	0.002	0.002	NUM
ajceb-8885	263	76	-0.148	-0.148	NOUN
ajceb-8885	263	77	0.065	0.065	NUM
ajceb-8885	263	78	0.068	0.068	NUM
ajceb-8885	263	79	-0.024	-0.024	NUM
ajceb-8885	263	80	0.438	0.438	NUM
ajceb-8885	263	81	-0.031	-0.031	NOUN
ajceb-8885	263	82	0.256	0.256	NUM
ajceb-8885	263	83	0.052	0.052	NUM
ajceb-8885	263	84	-0.009	-0.009	SYM
ajceb-8885	263	85	0.000	0.000	NUM
ajceb-8885	263	86	embezzlement	embezzlement	NOUN
ajceb-8885	263	87	0.234	0.234	NUM
ajceb-8885	263	88	-0.287	-0.287	NOUN
ajceb-8885	263	89	-0.552	-0.552	NUM
ajceb-8885	263	90	0.551	0.551	NUM
ajceb-8885	263	91	0.501	0.501	NUM
ajceb-8885	263	92	0.248	0.248	NUM
ajceb-8885	263	93	0.372	0.372	NUM
ajceb-8885	263	94	0.035	0.035	NUM
ajceb-8885	263	95	0.789	0.789	NUM
ajceb-8885	263	96	0.219	0.219	NUM
ajceb-8885	263	97	0.000	0.000	NUM
ajceb-8885	263	98	dishonesty	dishonesty	NOUN
ajceb-8885	263	99	-0.486	-0.486	PUNCT
ajceb-8885	263	100	0.177	0.177	NUM
ajceb-8885	263	101	0.021	0.021	NUM
ajceb-8885	263	102	0.255	0.255	NUM
ajceb-8885	263	103	0.224	0.224	NUM
ajceb-8885	263	104	0.206	0.206	NUM
ajceb-8885	263	105	-0.115	-0.115	PUNCT
ajceb-8885	263	106	0.479	0.479	NUM
ajceb-8885	263	107	0.477	0.477	NUM
ajceb-8885	263	108	-0.264	-0.264	SYM
ajceb-8885	263	109	0.004	0.004	NUM
ajceb-8885	263	110	conducive	conducive	ADJ
ajceb-8885	263	111	attitudes	attitude	NOUN
ajceb-8885	263	112	-0.862	-0.862	NUM
ajceb-8885	263	113	0.284	0.284	NUM
ajceb-8885	263	114	0.228	0.228	NUM
ajceb-8885	263	115	-0.071	-0.071	PUNCT
ajceb-8885	263	116	-0.164	-0.164	NOUN
ajceb-8885	263	117	0.411	0.411	NUM
ajceb-8885	263	118	0.179	0.179	NUM
ajceb-8885	263	119	0.297	0.297	NUM
ajceb-8885	263	120	0.103	0.103	NUM
ajceb-8885	263	121	0.181	0.181	NUM
ajceb-8885	263	122	0.000	0.000	NUM
ajceb-8885	263	123	solicitation	solicitation	NOUN
ajceb-8885	263	124	0.071	0.071	NOUN
ajceb-8885	263	125	-0.016	-0.016	NUM
ajceb-8885	263	126	0.574	0.574	NUM
ajceb-8885	263	127	-0.178	-0.178	PRON
ajceb-8885	263	128	-0.110	-0.110	NOUN
ajceb-8885	263	129	0.337	0.337	NUM
ajceb-8885	263	130	-0.186	-0.186	CCONJ
ajceb-8885	263	131	-0.177	-0.177	PUNCT
ajceb-8885	263	132	-0.346	-0.346	X
ajceb-8885	263	133	-0.067	-0.067	PUNCT
ajceb-8885	263	134	0.000	0.000	NUM
ajceb-8885	263	135	quackery	quackery	NOUN
ajceb-8885	263	136	0.075	0.075	NUM
ajceb-8885	263	137	-0.164	-0.164	NOUN
ajceb-8885	263	138	0.146	0.146	NUM
ajceb-8885	263	139	0.053	0.053	NUM
ajceb-8885	263	140	0.315	0.315	NUM
ajceb-8885	263	141	0.297	0.297	NUM
ajceb-8885	263	142	-0.214	-0.214	PUNCT
ajceb-8885	263	143	0.034	0.034	NUM
ajceb-8885	263	144	-0.613	-0.613	PUNCT
ajceb-8885	263	145	-0.107	-0.107	PUNCT
ajceb-8885	263	146	0.000	0.000	NUM
ajceb-8885	263	147	incompetence	incompetence	NOUN
ajceb-8885	263	148	-0.030	-0.030	PUNCT
ajceb-8885	263	149	0.026	0.026	NUM
ajceb-8885	263	150	0.195	0.195	NUM
ajceb-8885	263	151	0.030	0.030	NUM
ajceb-8885	263	152	0.357	0.357	NUM
ajceb-8885	263	153	0.116	0.116	NUM
ajceb-8885	263	154	0.172	0.172	NUM
ajceb-8885	263	155	0.138	0.138	NUM
ajceb-8885	263	156	-0.283	-0.283	NUM
ajceb-8885	263	157	0.052	0.052	NUM
ajceb-8885	263	158	0.000	0.000	NUM
ajceb-8885	263	159	client	client	NOUN
ajceb-8885	263	160	-	-	PUNCT
ajceb-8885	263	161	abuse	abuse	NOUN
ajceb-8885	263	162	-0.461	-0.461	PROPN
ajceb-8885	263	163	0.222	0.222	NUM
ajceb-8885	263	164	0.706	0.706	NUM
ajceb-8885	263	165	-0.287	-0.287	PROPN
ajceb-8885	263	166	0.068	0.068	NUM
ajceb-8885	263	167	0.907	0.907	NUM
ajceb-8885	263	168	-0.279	-0.279	NUM
ajceb-8885	263	169	0.507	0.507	NUM
ajceb-8885	263	170	0.013	0.013	NUM
ajceb-8885	263	171	-0.393	-0.393	NOUN
ajceb-8885	263	172	0.000	0.000	NUM
ajceb-8885	263	173	carelessness	carelessness	NOUN
ajceb-8885	263	174	-0.194	-0.194	PUNCT
ajceb-8885	263	175	0.009	0.009	NUM
ajceb-8885	263	176	0.317	0.317	NUM
ajceb-8885	263	177	0.076	0.076	NUM
ajceb-8885	263	178	0.378	0.378	NUM
ajceb-8885	263	179	0.273	0.273	NUM
ajceb-8885	263	180	0.246	0.246	NUM
ajceb-8885	263	181	0.431	0.431	NUM
ajceb-8885	263	182	0.467	0.467	NUM
ajceb-8885	263	183	-0.430	-0.430	NOUN
ajceb-8885	263	184	0.000	0.000	NUM
ajceb-8885	263	185	tax	tax	NOUN
ajceb-8885	263	186	evasion	evasion	NOUN
ajceb-8885	263	187	-0.377	-0.377	PUNCT
ajceb-8885	263	188	0.219	0.219	NUM
ajceb-8885	263	189	0.789	0.789	NUM
ajceb-8885	263	190	-0.719	-0.719	NUM
ajceb-8885	263	191	0.580	0.580	NUM
ajceb-8885	263	192	-0.178	-0.178	SYM
ajceb-8885	263	193	0.284	0.284	NUM
ajceb-8885	263	194	0.256	0.256	NUM
ajceb-8885	263	195	-0.420	-0.420	NUM
ajceb-8885	263	196	0.219	0.219	NUM
ajceb-8885	263	197	0.000	0.000	NUM
ajceb-8885	263	198	poor	poor	ADJ
ajceb-8885	263	199	documentation	documentation	NOUN
ajceb-8885	263	200	-0.149	-0.149	PUNCT
ajceb-8885	263	201	-0.120	-0.120	PUNCT
ajceb-8885	263	202	-0.056	-0.056	PUNCT
ajceb-8885	263	203	0.166	0.166	NUM
ajceb-8885	263	204	0.394	0.394	NUM
ajceb-8885	263	205	0.214	0.214	NUM
ajceb-8885	263	206	0.294	0.294	NUM
ajceb-8885	263	207	0.156	0.156	NUM
ajceb-8885	263	208	0.287	0.287	NUM
ajceb-8885	263	209	-0.259	-0.259	NOUN
ajceb-8885	263	210	0.000	0.000	NUM
ajceb-8885	263	211	collusion	collusion	NOUN
ajceb-8885	263	212	-0.280	-0.280	NUM
ajceb-8885	263	213	0.186	0.186	NUM
ajceb-8885	263	214	-0.484	-0.484	NUM
ajceb-8885	263	215	0.278	0.278	NUM
ajceb-8885	263	216	0.063	0.063	NUM
ajceb-8885	263	217	0.182	0.182	NUM
ajceb-8885	263	218	0.307	0.307	NUM
ajceb-8885	263	219	0.201	0.201	NUM
ajceb-8885	263	220	0.205	0.205	NUM
ajceb-8885	263	221	0.018	0.018	NUM
ajceb-8885	263	222	0.001	0.001	NUM
ajceb-8885	263	223	oluseye	oluseye	NOUN
ajceb-8885	263	224	et	et	PROPN
ajceb-8885	263	225	al	al	PROPN
ajceb-8885	263	226	.	.	PUNCT
ajceb-8885	264	1	construction	construction	NOUN
ajceb-8885	264	2	economics	economic	NOUN
ajceb-8885	264	3	and	and	CCONJ
ajceb-8885	264	4	building	building	NOUN
ajceb-8885	264	5	,	,	PUNCT
ajceb-8885	264	6	vol	vol	NOUN
ajceb-8885	264	7	.	.	PROPN
ajceb-8885	264	8	23	23	NUM
ajceb-8885	264	9	,	,	PUNCT
ajceb-8885	264	10	no	no	INTJ
ajceb-8885	264	11	.	.	NOUN
ajceb-8885	265	1	3/4	3/4	NUM
ajceb-8885	265	2	december	december	NOUN
ajceb-8885	265	3	2023199	2023199	NUM
ajceb-8885	265	4	corruption	corruption	NOUN
ajceb-8885	265	5	manifestations	manifestation	NOUN
ajceb-8885	265	6	β1	β1	PROPN
ajceb-8885	265	7	β2	β2	PROPN
ajceb-8885	265	8	β3	β3	VERB
ajceb-8885	265	9	β4	β4	PROPN
ajceb-8885	265	10	β5	β5	NOUN
ajceb-8885	265	11	β6	β6	PROPN
ajceb-8885	265	12	β7	β7	ADJ
ajceb-8885	265	13	β8	β8	PROPN
ajceb-8885	265	14	β9	β9	PROPN
ajceb-8885	265	15	β10	β10	NOUN
ajceb-8885	265	16	p	p	ADJ
ajceb-8885	265	17	-	-	PUNCT
ajceb-8885	265	18	value	value	NOUN
ajceb-8885	265	19	kickbacks	kickback	NOUN
ajceb-8885	265	20	-0.662	-0.662	VERB
ajceb-8885	265	21	0.387	0.387	NUM
ajceb-8885	265	22	0.413	0.413	NUM
ajceb-8885	265	23	-0.108	-0.108	PUNCT
ajceb-8885	265	24	0.346	0.346	NUM
ajceb-8885	265	25	0.442	0.442	NUM
ajceb-8885	265	26	0.386	0.386	NUM
ajceb-8885	265	27	0.075	0.075	NUM
ajceb-8885	265	28	0.319	0.319	NUM
ajceb-8885	265	29	0.071	0.071	NUM
ajceb-8885	265	30	0.000	0.000	NUM
ajceb-8885	265	31	facilitation	facilitation	NOUN
ajceb-8885	265	32	payments	payment	NOUN
ajceb-8885	265	33	-0.335	-0.335	VERB
ajceb-8885	265	34	0.015	0.015	NUM
ajceb-8885	265	35	0.288	0.288	NUM
ajceb-8885	265	36	-0.095	-0.095	NUM
ajceb-8885	265	37	0.048	0.048	NUM
ajceb-8885	265	38	0.470	0.470	NUM
ajceb-8885	265	39	-0.096	-0.096	NOUN
ajceb-8885	265	40	0.426	0.426	NUM
ajceb-8885	265	41	-0.122	-0.122	NUM
ajceb-8885	265	42	0.259	0.259	NUM
ajceb-8885	265	43	0.000	0.000	NUM
ajceb-8885	265	44	patronage	patronage	NOUN
ajceb-8885	265	45	-0.225	-0.225	X
ajceb-8885	265	46	-0.103	-0.103	NUM
ajceb-8885	265	47	-0.186	-0.186	PUNCT
ajceb-8885	265	48	0.139	0.139	NUM
ajceb-8885	265	49	0.166	0.166	NUM
ajceb-8885	265	50	0.700	0.700	NUM
ajceb-8885	265	51	0.023	0.023	NUM
ajceb-8885	265	52	0.134	0.134	NUM
ajceb-8885	265	53	0.491	0.491	NUM
ajceb-8885	265	54	0.198	0.198	NUM
ajceb-8885	265	55	0.000	0.000	NUM
ajceb-8885	265	56	money	money	NOUN
ajceb-8885	265	57	laundering	laundering	NOUN
ajceb-8885	265	58	-0.453	-0.453	NOUN
ajceb-8885	265	59	0.351	0.351	NUM
ajceb-8885	265	60	-0.016	-0.016	ADV
ajceb-8885	265	61	0.242	0.242	NUM
ajceb-8885	265	62	0.523	0.523	NUM
ajceb-8885	265	63	0.448	0.448	NUM
ajceb-8885	265	64	-0.077	-0.077	PUNCT
ajceb-8885	265	65	0.757	0.757	NUM
ajceb-8885	265	66	0.646	0.646	NUM
ajceb-8885	265	67	-0.347	-0.347	NOUN
ajceb-8885	265	68	0.000	0.000	NUM
ajceb-8885	265	69	non	non	ADJ
ajceb-8885	265	70	-	-	NOUN
ajceb-8885	265	71	compliance	compliance	NOUN
ajceb-8885	265	72	with	with	ADP
ajceb-8885	265	73	contract	contract	NOUN
ajceb-8885	265	74	0.230	0.230	NUM
ajceb-8885	265	75	0.094	0.094	NUM
ajceb-8885	265	76	0.286	0.286	NUM
ajceb-8885	265	77	-0.075	-0.075	NUM
ajceb-8885	265	78	0.251	0.251	NUM
ajceb-8885	265	79	0.545	0.545	NUM
ajceb-8885	265	80	-0.216	-0.216	PUNCT
ajceb-8885	265	81	-0.091	-0.091	NUM
ajceb-8885	265	82	-0.046	-0.046	NUM
ajceb-8885	265	83	-0.347	-0.347	PUNCT
ajceb-8885	265	84	0.000	0.000	NUM
ajceb-8885	265	85	conditions	condition	NOUN
ajceb-8885	265	86	of	of	ADP
ajceb-8885	265	87	contracts	contract	NOUN
ajceb-8885	265	88	with	with	ADP
ajceb-8885	265	89	vague	vague	ADJ
ajceb-8885	265	90	terms	term	NOUN
ajceb-8885	265	91	of	of	ADP
ajceb-8885	265	92	reference	reference	NOUN
ajceb-8885	265	93	-0.679	-0.679	PUNCT
ajceb-8885	265	94	0.010	0.010	NUM
ajceb-8885	265	95	0.677	0.677	NUM
ajceb-8885	265	96	-0.347	-0.347	PUNCT
ajceb-8885	266	1	0.245	0.245	NUM
ajceb-8885	266	2	0.119	0.119	NUM
ajceb-8885	266	3	0.131	0.131	NUM
ajceb-8885	266	4	0.756	0.756	NUM
ajceb-8885	266	5	-0.311	-0.311	NUM
ajceb-8885	266	6	-0.239	-0.239	PUNCT
ajceb-8885	266	7	0.001	0.001	NUM
ajceb-8885	266	8	leaking	leaking	NOUN
ajceb-8885	266	9	of	of	ADP
ajceb-8885	266	10	lowest	low	ADJ
ajceb-8885	266	11	price	price	NOUN
ajceb-8885	266	12	to	to	ADP
ajceb-8885	266	13	the	the	DET
ajceb-8885	266	14	preferred	preferred	ADJ
ajceb-8885	266	15	contractors	contractor	NOUN
ajceb-8885	266	16	-0.506	-0.506	NOUN
ajceb-8885	266	17	0.029	0.029	NUM
ajceb-8885	266	18	0.123	0.123	NUM
ajceb-8885	266	19	0.024	0.024	NUM
ajceb-8885	266	20	0.409	0.409	NUM
ajceb-8885	266	21	0.057	0.057	NUM
ajceb-8885	266	22	0.074	0.074	NUM
ajceb-8885	266	23	0.505	0.505	NUM
ajceb-8885	266	24	0.349	0.349	NUM
ajceb-8885	266	25	0.039	0.039	NUM
ajceb-8885	266	26	0.000	0.000	NUM
ajceb-8885	266	27	falsely	falsely	ADV
ajceb-8885	266	28	increasing	increase	VERB
ajceb-8885	266	29	the	the	DET
ajceb-8885	266	30	quantities	quantity	NOUN
ajceb-8885	266	31	of	of	ADP
ajceb-8885	266	32	certified	certify	VERB
ajceb-8885	266	33	works	work	NOUN
ajceb-8885	266	34	-0.146	-0.146	PROPN
ajceb-8885	266	35	-0.047	-0.047	PUNCT
ajceb-8885	266	36	0.204	0.204	NUM
ajceb-8885	266	37	-0.332	-0.332	NUM
ajceb-8885	266	38	0.258	0.258	NUM
ajceb-8885	266	39	-0.275	-0.275	PROPN
ajceb-8885	266	40	0.371	0.371	NUM
ajceb-8885	266	41	0.289	0.289	NUM
ajceb-8885	266	42	0.108	0.108	NUM
ajceb-8885	266	43	-0.523	-0.523	NOUN
ajceb-8885	266	44	0.000	0.000	NUM
ajceb-8885	266	45	fraudulently	fraudulently	ADV
ajceb-8885	266	46	increased	increase	VERB
ajceb-8885	266	47	variation	variation	NOUN
ajceb-8885	266	48	claims	claim	NOUN
ajceb-8885	266	49	-0.609	-0.609	PUNCT
ajceb-8885	266	50	-0.011	-0.011	NOUN
ajceb-8885	266	51	0.053	0.053	NUM
ajceb-8885	266	52	0.049	0.049	NUM
ajceb-8885	266	53	0.021	0.021	NUM
ajceb-8885	266	54	0.365	0.365	NUM
ajceb-8885	266	55	0.132	0.132	NUM
ajceb-8885	266	56	0.203	0.203	NUM
ajceb-8885	266	57	0.230	0.230	NUM
ajceb-8885	266	58	-0.345	-0.345	X
ajceb-8885	267	1	0.000	0.000	NUM
ajceb-8885	267	2	logic	logic	NOUN
ajceb-8885	267	3	good	good	ADJ
ajceb-8885	267	4	fair	fair	ADJ
ajceb-8885	267	5	fair	fair	ADJ
ajceb-8885	267	6	fair	fair	ADJ
ajceb-8885	267	7	fair	fair	ADJ
ajceb-8885	267	8	poor	poor	ADJ
ajceb-8885	267	9	poor	poor	ADJ
ajceb-8885	267	10	poor	poor	ADJ
ajceb-8885	267	11	fair	fair	ADJ
ajceb-8885	267	12	fair	fair	ADJ
ajceb-8885	267	13	support	support	NOUN
ajceb-8885	267	14	for	for	ADP
ajceb-8885	267	15	hypothesis	hypothesis	NOUN
ajceb-8885	267	16	support	support	NOUN
ajceb-8885	267	17	h1b	h1b	PRON
ajceb-8885	267	18	support	support	VERB
ajceb-8885	267	19	h1c	h1c	PRON
ajceb-8885	267	20	support	support	NOUN
ajceb-8885	267	21	h1c	h1c	ADJ
ajceb-8885	267	22	support	support	NOUN
ajceb-8885	267	23	h1c	h1c	ADJ
ajceb-8885	267	24	support	support	NOUN
ajceb-8885	267	25	h1c	h1c	PUNCT
ajceb-8885	267	26	support	support	VERB
ajceb-8885	267	27	h1d	h1d	NOUN
ajceb-8885	267	28	support	support	VERB
ajceb-8885	267	29	h1d	h1d	NOUN
ajceb-8885	267	30	support	support	VERB
ajceb-8885	267	31	h1d	h1d	NOUN
ajceb-8885	267	32	support	support	NOUN
ajceb-8885	267	33	h1c	h1c	PUNCT
ajceb-8885	267	34	support	support	VERB
ajceb-8885	267	35	h1c	h1c	PUNCT
ajceb-8885	267	36	β1	β1	PROPN
ajceb-8885	267	37	=	=	NOUN
ajceb-8885	267	38	increased	increase	VERB
ajceb-8885	267	39	information	information	NOUN
ajceb-8885	267	40	access	access	NOUN
ajceb-8885	267	41	;	;	PUNCT
ajceb-8885	267	42	β2	β2	NOUN
ajceb-8885	267	43	=	=	PROPN
ajceb-8885	267	44	e	e	NOUN
ajceb-8885	267	45	-	-	NOUN
ajceb-8885	267	46	procurement	procurement	NOUN
ajceb-8885	267	47	;	;	PUNCT
ajceb-8885	267	48	β3	β3	ADJ
ajceb-8885	267	49	=	=	ADJ
ajceb-8885	267	50	political	political	ADJ
ajceb-8885	267	51	accountability	accountability	NOUN
ajceb-8885	267	52	;	;	PUNCT
ajceb-8885	267	53	β4	β4	PROPN
ajceb-8885	267	54	=	=	ADJ
ajceb-8885	267	55	social	social	ADJ
ajceb-8885	267	56	accountability	accountability	NOUN
ajceb-8885	267	57	;	;	PUNCT
ajceb-8885	267	58	β5	β5	NOUN
ajceb-8885	267	59	=	=	SYM
ajceb-8885	267	60	economic	economic	ADJ
ajceb-8885	267	61	accountability	accountability	NOUN
ajceb-8885	267	62	;	;	PUNCT
ajceb-8885	267	63	β6	β6	PROPN
ajceb-8885	267	64	=	=	SYM
ajceb-8885	267	65	treasury	treasury	PROPN
ajceb-8885	267	66	single	single	ADJ
ajceb-8885	267	67	account	account	NOUN
ajceb-8885	267	68	;	;	PUNCT
ajceb-8885	268	1	β7	β7	PROPN
ajceb-8885	268	2	=	=	SYM
ajceb-8885	268	3	ippis	ippis	ADJ
ajceb-8885	268	4	;	;	PUNCT
ajceb-8885	268	5	β8	β8	NOUN
ajceb-8885	268	6	=	=	AUX
ajceb-8885	268	7	whistle	whistle	VERB
ajceb-8885	268	8	blower	blower	NOUN
ajceb-8885	268	9	policy	policy	NOUN
ajceb-8885	268	10	;	;	PUNCT
ajceb-8885	268	11	β9	β9	ADJ
ajceb-8885	268	12	=	=	SYM
ajceb-8885	268	13	cashless	cashless	NOUN
ajceb-8885	268	14	policy	policy	NOUN
ajceb-8885	268	15	;	;	PUNCT
ajceb-8885	268	16	β10	β10	NOUN
ajceb-8885	268	17	=	=	SYM
ajceb-8885	268	18	due	due	ADJ
ajceb-8885	268	19	process	process	NOUN
ajceb-8885	268	20	in	in	ADP
ajceb-8885	268	21	public	public	ADJ
ajceb-8885	268	22	procurement	procurement	NOUN
ajceb-8885	268	23	discussion	discussion	NOUN
ajceb-8885	268	24	logic	logic	NOUN
ajceb-8885	268	25	of	of	ADP
ajceb-8885	268	26	precautionary	precautionary	ADJ
ajceb-8885	268	27	anti	anti	ADJ
ajceb-8885	268	28	-	-	ADJ
ajceb-8885	268	29	corruption	corruption	ADJ
ajceb-8885	268	30	systems	system	NOUN
ajceb-8885	268	31	(	(	PUNCT
ajceb-8885	268	32	pacs	pac	NOUN
ajceb-8885	268	33	)	)	PUNCT
ajceb-8885	268	34	and	and	CCONJ
ajceb-8885	268	35	their	their	PRON
ajceb-8885	268	36	effects	effect	NOUN
ajceb-8885	268	37	on	on	ADP
ajceb-8885	268	38	corruption	corruption	NOUN
ajceb-8885	268	39	in	in	ADP
ajceb-8885	268	40	project	project	NOUN
ajceb-8885	268	41	planning	planning	NOUN
ajceb-8885	268	42	and	and	CCONJ
ajceb-8885	268	43	execution	execution	NOUN
ajceb-8885	268	44	in	in	ADP
ajceb-8885	268	45	the	the	DET
ajceb-8885	268	46	theoretical	theoretical	ADJ
ajceb-8885	268	47	framework	framework	NOUN
ajceb-8885	268	48	,	,	PUNCT
ajceb-8885	268	49	this	this	DET
ajceb-8885	268	50	study	study	NOUN
ajceb-8885	268	51	proposed	propose	VERB
ajceb-8885	268	52	that	that	SCONJ
ajceb-8885	268	53	anti	anti	ADJ
ajceb-8885	268	54	-	-	ADJ
ajceb-8885	268	55	graft	graft	ADJ
ajceb-8885	268	56	systems	system	NOUN
ajceb-8885	268	57	that	that	PRON
ajceb-8885	268	58	successfully	successfully	ADV
ajceb-8885	268	59	impact	impact	VERB
ajceb-8885	268	60	corruption	corruption	NOUN
ajceb-8885	268	61	in	in	ADP
ajceb-8885	268	62	project	project	NOUN
ajceb-8885	268	63	planning	planning	NOUN
ajceb-8885	268	64	and	and	CCONJ
ajceb-8885	268	65	execution	execution	NOUN
ajceb-8885	268	66	are	be	AUX
ajceb-8885	268	67	those	those	PRON
ajceb-8885	268	68	that	that	PRON
ajceb-8885	268	69	focus	focus	VERB
ajceb-8885	268	70	on	on	ADP
ajceb-8885	268	71	improving	improve	VERB
ajceb-8885	268	72	the	the	DET
ajceb-8885	268	73	uprightness	uprightness	NOUN
ajceb-8885	268	74	of	of	ADP
ajceb-8885	268	75	people	people	NOUN
ajceb-8885	268	76	and	and	CCONJ
ajceb-8885	268	77	restitution	restitution	NOUN
ajceb-8885	268	78	.	.	PUNCT
ajceb-8885	269	1	the	the	DET
ajceb-8885	269	2	proposition	proposition	NOUN
ajceb-8885	269	3	was	be	AUX
ajceb-8885	269	4	tested	test	VERB
ajceb-8885	269	5	using	use	VERB
ajceb-8885	269	6	four	four	NUM
ajceb-8885	269	7	sub	sub	NOUN
ajceb-8885	269	8	-	-	NOUN
ajceb-8885	269	9	hypotheses	hypothesis	NOUN
ajceb-8885	269	10	.	.	PUNCT
ajceb-8885	270	1	the	the	DET
ajceb-8885	270	2	findings	finding	NOUN
ajceb-8885	270	3	from	from	ADP
ajceb-8885	270	4	the	the	DET
ajceb-8885	270	5	hypothesis	hypothesis	NOUN
ajceb-8885	270	6	testing	testing	NOUN
ajceb-8885	270	7	revealed	reveal	VERB
ajceb-8885	270	8	that	that	SCONJ
ajceb-8885	270	9	among	among	ADP
ajceb-8885	270	10	the	the	DET
ajceb-8885	270	11	pacs	pac	NOUN
ajceb-8885	270	12	,	,	PUNCT
ajceb-8885	270	13	contractual	contractual	ADJ
ajceb-8885	270	14	compliance	compliance	NOUN
ajceb-8885	270	15	,	,	PUNCT
ajceb-8885	270	16	financial	financial	ADJ
ajceb-8885	270	17	accountability	accountability	NOUN
ajceb-8885	270	18	,	,	PUNCT
ajceb-8885	270	19	kpis	kpis	PROPN
ajceb-8885	270	20	,	,	PUNCT
ajceb-8885	270	21	and	and	CCONJ
ajceb-8885	270	22	adherence	adherence	NOUN
ajceb-8885	270	23	to	to	ADP
ajceb-8885	270	24	international	international	ADJ
ajceb-8885	270	25	and	and	CCONJ
ajceb-8885	270	26	national	national	ADJ
ajceb-8885	270	27	standards	standard	NOUN
ajceb-8885	270	28	totally	totally	ADV
ajceb-8885	270	29	satisfied	satisfy	VERB
ajceb-8885	270	30	the	the	DET
ajceb-8885	270	31	conditions	condition	NOUN
ajceb-8885	270	32	of	of	ADP
ajceb-8885	270	33	the	the	DET
ajceb-8885	270	34	hypothesis	hypothesis	NOUN
ajceb-8885	270	35	.	.	PUNCT
ajceb-8885	271	1	also	also	ADV
ajceb-8885	271	2	,	,	PUNCT
ajceb-8885	271	3	the	the	DET
ajceb-8885	271	4	findings	finding	NOUN
ajceb-8885	271	5	revealed	reveal	VERB
ajceb-8885	271	6	that	that	SCONJ
ajceb-8885	271	7	financial	financial	ADJ
ajceb-8885	271	8	auditing	auditing	NOUN
ajceb-8885	271	9	,	,	PUNCT
ajceb-8885	271	10	records	record	VERB
ajceb-8885	271	11	management	management	NOUN
ajceb-8885	271	12	,	,	PUNCT
ajceb-8885	271	13	the	the	DET
ajceb-8885	271	14	ethical	ethical	PROPN
ajceb-8885	271	15	code	code	NOUN
ajceb-8885	271	16	,	,	PUNCT
ajceb-8885	271	17	contract	contract	NOUN
ajceb-8885	271	18	monitoring	monitoring	NOUN
ajceb-8885	271	19	,	,	PUNCT
ajceb-8885	271	20	technical	technical	ADJ
ajceb-8885	271	21	auditing	auditing	NOUN
ajceb-8885	271	22	,	,	PUNCT
ajceb-8885	271	23	transaction	transaction	NOUN
ajceb-8885	271	24	analysis	analysis	NOUN
ajceb-8885	271	25	,	,	PUNCT
ajceb-8885	271	26	and	and	CCONJ
ajceb-8885	271	27	project	project	NOUN
ajceb-8885	271	28	governance	governance	NOUN
ajceb-8885	271	29	totally	totally	ADV
ajceb-8885	271	30	satisfied	satisfy	VERB
ajceb-8885	271	31	the	the	DET
ajceb-8885	271	32	conditions	condition	NOUN
ajceb-8885	271	33	of	of	ADP
ajceb-8885	271	34	the	the	DET
ajceb-8885	271	35	hypothesis	hypothesis	NOUN
ajceb-8885	271	36	.	.	PUNCT
ajceb-8885	272	1	the	the	DET
ajceb-8885	272	2	conditions	condition	NOUN
ajceb-8885	272	3	of	of	ADP
ajceb-8885	272	4	hypotheses	hypothesis	NOUN
ajceb-8885	272	5	1c	1c	NOUN
ajceb-8885	272	6	and	and	CCONJ
ajceb-8885	272	7	1d	1d	NUM
ajceb-8885	272	8	were	be	AUX
ajceb-8885	272	9	sufficiently	sufficiently	ADV
ajceb-8885	272	10	met	meet	VERB
ajceb-8885	272	11	by	by	ADP
ajceb-8885	272	12	investigation	investigation	NOUN
ajceb-8885	272	13	and	and	CCONJ
ajceb-8885	272	14	enforcement	enforcement	NOUN
ajceb-8885	272	15	,	,	PUNCT
ajceb-8885	272	16	sustainable	sustainable	ADJ
ajceb-8885	272	17	investigative	investigative	ADJ
ajceb-8885	272	18	capacity	capacity	NOUN
ajceb-8885	272	19	,	,	PUNCT
ajceb-8885	272	20	contractor	contractor	NOUN
ajceb-8885	272	21	blacklisting	blacklisting	NOUN
ajceb-8885	272	22	and	and	CCONJ
ajceb-8885	272	23	de	de	NOUN
ajceb-8885	272	24	-	-	NOUN
ajceb-8885	272	25	registration	registration	NOUN
ajceb-8885	272	26	,	,	PUNCT
ajceb-8885	272	27	and	and	CCONJ
ajceb-8885	272	28	licence	licence	NOUN
ajceb-8885	272	29	revocation	revocation	NOUN
ajceb-8885	272	30	.	.	PUNCT
ajceb-8885	273	1	table	table	NOUN
ajceb-8885	273	2	5	5	NUM
ajceb-8885	273	3	.	.	PUNCT
ajceb-8885	273	4	continued	continue	VERB
ajceb-8885	273	5	oluseye	oluseye	NOUN
ajceb-8885	273	6	et	et	PROPN
ajceb-8885	273	7	al	al	PROPN
ajceb-8885	273	8	.	.	PUNCT
ajceb-8885	274	1	construction	construction	NOUN
ajceb-8885	274	2	economics	economic	NOUN
ajceb-8885	274	3	and	and	CCONJ
ajceb-8885	274	4	building	building	NOUN
ajceb-8885	274	5	,	,	PUNCT
ajceb-8885	274	6	vol	vol	NOUN
ajceb-8885	274	7	.	.	PROPN
ajceb-8885	274	8	23	23	NUM
ajceb-8885	274	9	,	,	PUNCT
ajceb-8885	274	10	no	no	INTJ
ajceb-8885	274	11	.	.	NOUN
ajceb-8885	275	1	3/4	3/4	NUM
ajceb-8885	275	2	december	december	NOUN
ajceb-8885	275	3	2023200	2023200	NUM
ajceb-8885	275	4	as	as	ADV
ajceb-8885	275	5	far	far	ADV
ajceb-8885	275	6	as	as	SCONJ
ajceb-8885	275	7	logic	logic	NOUN
ajceb-8885	275	8	is	be	AUX
ajceb-8885	275	9	concerned	concern	VERB
ajceb-8885	275	10	,	,	PUNCT
ajceb-8885	275	11	the	the	DET
ajceb-8885	275	12	findings	finding	NOUN
ajceb-8885	275	13	suggest	suggest	VERB
ajceb-8885	275	14	that	that	SCONJ
ajceb-8885	275	15	kpis	kpis	PROPN
ajceb-8885	275	16	and	and	CCONJ
ajceb-8885	275	17	adherence	adherence	NOUN
ajceb-8885	275	18	to	to	ADP
ajceb-8885	275	19	international	international	ADJ
ajceb-8885	275	20	and	and	CCONJ
ajceb-8885	275	21	national	national	ADJ
ajceb-8885	275	22	standards	standard	NOUN
ajceb-8885	275	23	are	be	AUX
ajceb-8885	275	24	exceptionally	exceptionally	ADV
ajceb-8885	275	25	compelling	compelling	ADJ
ajceb-8885	275	26	pacs	pac	NOUN
ajceb-8885	275	27	with	with	ADP
ajceb-8885	275	28	outstanding	outstanding	ADJ
ajceb-8885	275	29	rationale	rationale	NOUN
ajceb-8885	275	30	.	.	PUNCT
ajceb-8885	276	1	additionally	additionally	ADV
ajceb-8885	276	2	,	,	PUNCT
ajceb-8885	276	3	it	it	PRON
ajceb-8885	276	4	is	be	AUX
ajceb-8885	276	5	suggested	suggest	VERB
ajceb-8885	276	6	in	in	ADP
ajceb-8885	276	7	the	the	DET
ajceb-8885	276	8	findings	finding	NOUN
ajceb-8885	276	9	that	that	SCONJ
ajceb-8885	276	10	contractual	contractual	ADJ
ajceb-8885	276	11	compliance	compliance	NOUN
ajceb-8885	276	12	and	and	CCONJ
ajceb-8885	276	13	financial	financial	ADJ
ajceb-8885	276	14	accountability	accountability	NOUN
ajceb-8885	276	15	are	be	AUX
ajceb-8885	276	16	extremely	extremely	ADV
ajceb-8885	276	17	effective	effective	ADJ
ajceb-8885	276	18	pacs	pac	NOUN
ajceb-8885	276	19	with	with	ADP
ajceb-8885	276	20	extraordinary	extraordinary	ADJ
ajceb-8885	276	21	rationale	rationale	NOUN
ajceb-8885	276	22	.	.	PUNCT
ajceb-8885	277	1	this	this	PRON
ajceb-8885	277	2	implies	imply	VERB
ajceb-8885	277	3	that	that	SCONJ
ajceb-8885	277	4	these	these	DET
ajceb-8885	277	5	pacs	pac	NOUN
ajceb-8885	277	6	should	should	AUX
ajceb-8885	277	7	be	be	AUX
ajceb-8885	277	8	prioritised	prioritise	VERB
ajceb-8885	277	9	in	in	ADP
ajceb-8885	277	10	project	project	NOUN
ajceb-8885	277	11	planning	planning	NOUN
ajceb-8885	277	12	and	and	CCONJ
ajceb-8885	277	13	execution	execution	NOUN
ajceb-8885	277	14	.	.	PUNCT
ajceb-8885	278	1	for	for	ADP
ajceb-8885	278	2	the	the	DET
ajceb-8885	278	3	most	most	ADJ
ajceb-8885	278	4	part	part	NOUN
ajceb-8885	278	5	,	,	PUNCT
ajceb-8885	278	6	the	the	DET
ajceb-8885	278	7	findings	finding	NOUN
ajceb-8885	278	8	revealed	reveal	VERB
ajceb-8885	278	9	that	that	SCONJ
ajceb-8885	278	10	none	none	NOUN
ajceb-8885	278	11	of	of	ADP
ajceb-8885	278	12	the	the	DET
ajceb-8885	278	13	pacs	pac	NOUN
ajceb-8885	278	14	is	be	AUX
ajceb-8885	278	15	strong	strong	ADJ
ajceb-8885	278	16	against	against	ADP
ajceb-8885	278	17	bribery	bribery	NOUN
ajceb-8885	278	18	in	in	ADP
ajceb-8885	278	19	project	project	NOUN
ajceb-8885	278	20	planning	planning	NOUN
ajceb-8885	278	21	and	and	CCONJ
ajceb-8885	278	22	execution	execution	NOUN
ajceb-8885	278	23	.	.	PUNCT
ajceb-8885	279	1	it	it	PRON
ajceb-8885	279	2	was	be	AUX
ajceb-8885	279	3	revealed	reveal	VERB
ajceb-8885	279	4	from	from	ADP
ajceb-8885	279	5	the	the	DET
ajceb-8885	279	6	findings	finding	NOUN
ajceb-8885	279	7	that	that	SCONJ
ajceb-8885	279	8	every	every	DET
ajceb-8885	279	9	one	one	NUM
ajceb-8885	279	10	of	of	ADP
ajceb-8885	279	11	the	the	DET
ajceb-8885	279	12	pacs	pac	NOUN
ajceb-8885	279	13	is	be	AUX
ajceb-8885	279	14	effective	effective	ADJ
ajceb-8885	279	15	as	as	ADP
ajceb-8885	279	16	anti	anti	ADJ
ajceb-8885	279	17	-	-	ADJ
ajceb-8885	279	18	corruption	corruption	ADJ
ajceb-8885	279	19	measures	measure	NOUN
ajceb-8885	279	20	in	in	ADP
ajceb-8885	279	21	project	project	NOUN
ajceb-8885	279	22	planning	planning	NOUN
ajceb-8885	279	23	and	and	CCONJ
ajceb-8885	279	24	execution	execution	NOUN
ajceb-8885	279	25	.	.	PUNCT
ajceb-8885	280	1	ethical	ethical	ADJ
ajceb-8885	280	2	codes	code	NOUN
ajceb-8885	280	3	,	,	PUNCT
ajceb-8885	280	4	kpis	kpis	PROPN
ajceb-8885	280	5	,	,	PUNCT
ajceb-8885	280	6	technical	technical	ADJ
ajceb-8885	280	7	auditing	auditing	NOUN
ajceb-8885	280	8	,	,	PUNCT
ajceb-8885	280	9	and	and	CCONJ
ajceb-8885	280	10	financial	financial	ADJ
ajceb-8885	280	11	accountability	accountability	NOUN
ajceb-8885	280	12	are	be	AUX
ajceb-8885	280	13	the	the	DET
ajceb-8885	280	14	most	most	ADV
ajceb-8885	280	15	effective	effective	ADJ
ajceb-8885	280	16	pacs	pac	NOUN
ajceb-8885	280	17	for	for	ADP
ajceb-8885	280	18	combating	combat	VERB
ajceb-8885	280	19	corruption	corruption	NOUN
ajceb-8885	280	20	manifestations	manifestation	NOUN
ajceb-8885	280	21	in	in	ADP
ajceb-8885	280	22	project	project	NOUN
ajceb-8885	280	23	planning	planning	NOUN
ajceb-8885	280	24	and	and	CCONJ
ajceb-8885	280	25	execution	execution	NOUN
ajceb-8885	280	26	.	.	PUNCT
ajceb-8885	281	1	contractual	contractual	ADJ
ajceb-8885	281	2	compliance	compliance	NOUN
ajceb-8885	281	3	,	,	PUNCT
ajceb-8885	281	4	adherence	adherence	NOUN
ajceb-8885	281	5	to	to	ADP
ajceb-8885	281	6	international	international	ADJ
ajceb-8885	281	7	and	and	CCONJ
ajceb-8885	281	8	national	national	ADJ
ajceb-8885	281	9	standards	standard	NOUN
ajceb-8885	281	10	,	,	PUNCT
ajceb-8885	281	11	project	project	NOUN
ajceb-8885	281	12	governance	governance	NOUN
ajceb-8885	281	13	,	,	PUNCT
ajceb-8885	281	14	and	and	CCONJ
ajceb-8885	281	15	contract	contract	NOUN
ajceb-8885	281	16	monitoring	monitoring	NOUN
ajceb-8885	281	17	are	be	AUX
ajceb-8885	281	18	also	also	ADV
ajceb-8885	281	19	tolerably	tolerably	ADV
ajceb-8885	281	20	effective	effective	ADJ
ajceb-8885	281	21	.	.	PUNCT
ajceb-8885	282	1	it	it	PRON
ajceb-8885	282	2	could	could	AUX
ajceb-8885	282	3	be	be	AUX
ajceb-8885	282	4	inferred	infer	VERB
ajceb-8885	282	5	from	from	ADP
ajceb-8885	282	6	these	these	DET
ajceb-8885	282	7	discoveries	discovery	NOUN
ajceb-8885	282	8	that	that	PRON
ajceb-8885	282	9	professional	professional	ADJ
ajceb-8885	282	10	ethics	ethic	NOUN
ajceb-8885	282	11	will	will	AUX
ajceb-8885	282	12	forestall	forestall	VERB
ajceb-8885	282	13	the	the	DET
ajceb-8885	282	14	altering	altering	NOUN
ajceb-8885	282	15	of	of	ADP
ajceb-8885	282	16	specifications	specification	NOUN
ajceb-8885	282	17	and	and	CCONJ
ajceb-8885	282	18	money	money	NOUN
ajceb-8885	282	19	laundering	laundering	NOUN
ajceb-8885	282	20	that	that	PRON
ajceb-8885	282	21	are	be	AUX
ajceb-8885	282	22	associated	associate	VERB
ajceb-8885	282	23	with	with	ADP
ajceb-8885	282	24	project	project	NOUN
ajceb-8885	282	25	planning	planning	NOUN
ajceb-8885	282	26	and	and	CCONJ
ajceb-8885	282	27	execution	execution	NOUN
ajceb-8885	282	28	(	(	PUNCT
ajceb-8885	282	29	adnan	adnan	PROPN
ajceb-8885	282	30	,	,	PUNCT
ajceb-8885	282	31	et	et	PROPN
ajceb-8885	282	32	al	al	PROPN
ajceb-8885	282	33	.	.	PROPN
ajceb-8885	282	34	,	,	PUNCT
ajceb-8885	282	35	2012	2012	NUM
ajceb-8885	282	36	)	)	PUNCT
ajceb-8885	282	37	.	.	PUNCT
ajceb-8885	283	1	it	it	PRON
ajceb-8885	283	2	very	very	ADV
ajceb-8885	283	3	well	well	ADV
ajceb-8885	283	4	may	may	AUX
ajceb-8885	283	5	be	be	AUX
ajceb-8885	283	6	accepted	accept	VERB
ajceb-8885	283	7	from	from	ADP
ajceb-8885	283	8	the	the	DET
ajceb-8885	283	9	discoveries	discovery	NOUN
ajceb-8885	283	10	of	of	ADP
ajceb-8885	283	11	this	this	DET
ajceb-8885	283	12	study	study	NOUN
ajceb-8885	283	13	that	that	SCONJ
ajceb-8885	283	14	ethical	ethical	ADJ
ajceb-8885	283	15	building	building	NOUN
ajceb-8885	283	16	contractors	contractor	NOUN
ajceb-8885	283	17	would	would	AUX
ajceb-8885	283	18	n’t	not	PART
ajceb-8885	283	19	be	be	AUX
ajceb-8885	283	20	indiscreet	indiscreet	ADJ
ajceb-8885	283	21	in	in	ADP
ajceb-8885	283	22	their	their	PRON
ajceb-8885	283	23	obligations	obligation	NOUN
ajceb-8885	283	24	and	and	CCONJ
ajceb-8885	283	25	commitments	commitment	NOUN
ajceb-8885	283	26	and	and	CCONJ
ajceb-8885	283	27	would	would	AUX
ajceb-8885	283	28	n’t	not	PART
ajceb-8885	283	29	dodge	dodge	VERB
ajceb-8885	283	30	tax	tax	NOUN
ajceb-8885	283	31	(	(	PUNCT
ajceb-8885	283	32	kuoribo	kuoribo	NOUN
ajceb-8885	283	33	,	,	PUNCT
ajceb-8885	283	34	et	et	PROPN
ajceb-8885	283	35	al	al	PROPN
ajceb-8885	283	36	.	.	PROPN
ajceb-8885	283	37	,	,	PUNCT
ajceb-8885	283	38	2021	2021	NUM
ajceb-8885	283	39	)	)	PUNCT
ajceb-8885	283	40	.	.	PUNCT
ajceb-8885	284	1	the	the	DET
ajceb-8885	284	2	findings	finding	NOUN
ajceb-8885	284	3	additionally	additionally	ADV
ajceb-8885	284	4	propose	propose	VERB
ajceb-8885	284	5	that	that	SCONJ
ajceb-8885	284	6	an	an	DET
ajceb-8885	284	7	ethical	ethical	ADJ
ajceb-8885	284	8	code	code	NOUN
ajceb-8885	284	9	would	would	AUX
ajceb-8885	284	10	be	be	AUX
ajceb-8885	284	11	viable	viable	ADJ
ajceb-8885	284	12	in	in	ADP
ajceb-8885	284	13	forestalling	forestall	VERB
ajceb-8885	284	14	demand	demand	NOUN
ajceb-8885	284	15	for	for	ADP
ajceb-8885	284	16	kickbacks	kickback	NOUN
ajceb-8885	284	17	by	by	ADP
ajceb-8885	284	18	public	public	ADJ
ajceb-8885	284	19	procurement	procurement	NOUN
ajceb-8885	284	20	officers	officer	NOUN
ajceb-8885	284	21	or	or	CCONJ
ajceb-8885	284	22	the	the	DET
ajceb-8885	284	23	inclusion	inclusion	NOUN
ajceb-8885	284	24	of	of	ADP
ajceb-8885	284	25	obscure	obscure	ADJ
ajceb-8885	284	26	terms	term	NOUN
ajceb-8885	284	27	of	of	ADP
ajceb-8885	284	28	reference	reference	NOUN
ajceb-8885	284	29	in	in	ADP
ajceb-8885	284	30	contract	contract	NOUN
ajceb-8885	284	31	agreements	agreement	NOUN
ajceb-8885	284	32	.	.	PUNCT
ajceb-8885	285	1	an	an	DET
ajceb-8885	285	2	ethical	ethical	ADJ
ajceb-8885	285	3	code	code	NOUN
ajceb-8885	285	4	would	would	AUX
ajceb-8885	285	5	also	also	ADV
ajceb-8885	285	6	reduce	reduce	VERB
ajceb-8885	285	7	client	client	NOUN
ajceb-8885	285	8	abuse	abuse	NOUN
ajceb-8885	285	9	,	,	PUNCT
ajceb-8885	285	10	but	but	CCONJ
ajceb-8885	285	11	its	its	PRON
ajceb-8885	285	12	impact	impact	NOUN
ajceb-8885	285	13	on	on	ADP
ajceb-8885	285	14	misappropriation	misappropriation	NOUN
ajceb-8885	285	15	would	would	AUX
ajceb-8885	285	16	be	be	AUX
ajceb-8885	285	17	limited	limit	VERB
ajceb-8885	285	18	(	(	PUNCT
ajceb-8885	285	19	nelson	nelson	PROPN
ajceb-8885	285	20	and	and	CCONJ
ajceb-8885	285	21	afonso	afonso	PROPN
ajceb-8885	285	22	,	,	PUNCT
ajceb-8885	285	23	2019	2019	NUM
ajceb-8885	285	24	)	)	PUNCT
ajceb-8885	285	25	.	.	PUNCT
ajceb-8885	286	1	contract	contract	NOUN
ajceb-8885	286	2	monitoring	monitoring	NOUN
ajceb-8885	286	3	additionally	additionally	ADV
ajceb-8885	286	4	and	and	CCONJ
ajceb-8885	286	5	limitedly	limitedly	ADV
ajceb-8885	286	6	affects	affect	VERB
ajceb-8885	286	7	embezzlement	embezzlement	NOUN
ajceb-8885	286	8	.	.	PUNCT
ajceb-8885	287	1	this	this	PRON
ajceb-8885	287	2	is	be	AUX
ajceb-8885	287	3	entirely	entirely	ADV
ajceb-8885	287	4	avoidable	avoidable	ADJ
ajceb-8885	287	5	through	through	ADP
ajceb-8885	287	6	technical	technical	ADJ
ajceb-8885	287	7	means	mean	NOUN
ajceb-8885	287	8	.	.	PUNCT
ajceb-8885	288	1	the	the	DET
ajceb-8885	288	2	findings	finding	NOUN
ajceb-8885	288	3	infer	infer	VERB
ajceb-8885	288	4	that	that	SCONJ
ajceb-8885	288	5	technical	technical	ADJ
ajceb-8885	288	6	auditing	auditing	NOUN
ajceb-8885	288	7	would	would	AUX
ajceb-8885	288	8	only	only	ADV
ajceb-8885	288	9	modestly	modestly	ADV
ajceb-8885	288	10	affect	affect	VERB
ajceb-8885	288	11	patronage	patronage	NOUN
ajceb-8885	288	12	,	,	PUNCT
ajceb-8885	288	13	carelessness	carelessness	NOUN
ajceb-8885	288	14	,	,	PUNCT
ajceb-8885	288	15	and	and	CCONJ
ajceb-8885	288	16	facilitation	facilitation	NOUN
ajceb-8885	288	17	payments	payment	NOUN
ajceb-8885	288	18	.	.	PUNCT
ajceb-8885	289	1	the	the	DET
ajceb-8885	289	2	findings	finding	NOUN
ajceb-8885	289	3	also	also	ADV
ajceb-8885	289	4	infer	infer	VERB
ajceb-8885	289	5	that	that	SCONJ
ajceb-8885	289	6	it	it	PRON
ajceb-8885	289	7	would	would	AUX
ajceb-8885	289	8	be	be	AUX
ajceb-8885	289	9	nearly	nearly	ADV
ajceb-8885	289	10	impossible	impossible	ADJ
ajceb-8885	289	11	to	to	PART
ajceb-8885	289	12	embezzle	embezzle	VERB
ajceb-8885	289	13	project	project	NOUN
ajceb-8885	289	14	funds	fund	NOUN
ajceb-8885	289	15	,	,	PUNCT
ajceb-8885	289	16	assuming	assume	VERB
ajceb-8885	289	17	a	a	DET
ajceb-8885	289	18	project	project	NOUN
ajceb-8885	289	19	is	be	AUX
ajceb-8885	289	20	intended	intend	VERB
ajceb-8885	289	21	to	to	PART
ajceb-8885	289	22	have	have	VERB
ajceb-8885	289	23	kpis	kpis	PROPN
ajceb-8885	289	24	.	.	PUNCT
ajceb-8885	290	1	likewise	likewise	ADV
ajceb-8885	290	2	,	,	PUNCT
ajceb-8885	290	3	it	it	PRON
ajceb-8885	290	4	shows	show	VERB
ajceb-8885	290	5	from	from	ADP
ajceb-8885	290	6	the	the	DET
ajceb-8885	290	7	findings	finding	NOUN
ajceb-8885	290	8	that	that	SCONJ
ajceb-8885	290	9	a	a	DET
ajceb-8885	290	10	project	project	NOUN
ajceb-8885	290	11	that	that	PRON
ajceb-8885	290	12	is	be	AUX
ajceb-8885	290	13	planned	plan	VERB
ajceb-8885	290	14	with	with	ADP
ajceb-8885	290	15	kpis	kpis	PROPN
ajceb-8885	290	16	and	and	CCONJ
ajceb-8885	290	17	that	that	PRON
ajceb-8885	290	18	has	have	VERB
ajceb-8885	290	19	a	a	DET
ajceb-8885	290	20	project	project	NOUN
ajceb-8885	290	21	governance	governance	NOUN
ajceb-8885	290	22	structure	structure	NOUN
ajceb-8885	290	23	set	set	VERB
ajceb-8885	290	24	up	up	ADP
ajceb-8885	290	25	has	have	VERB
ajceb-8885	290	26	decent	decent	ADJ
ajceb-8885	290	27	potential	potential	NOUN
ajceb-8885	290	28	for	for	ADP
ajceb-8885	290	29	success	success	NOUN
ajceb-8885	290	30	in	in	ADP
ajceb-8885	290	31	diminishing	diminish	VERB
ajceb-8885	290	32	quackery	quackery	NOUN
ajceb-8885	290	33	and	and	CCONJ
ajceb-8885	290	34	expanding	expand	VERB
ajceb-8885	290	35	contract	contract	NOUN
ajceb-8885	290	36	compliance	compliance	NOUN
ajceb-8885	290	37	.	.	PUNCT
ajceb-8885	291	1	as	as	SCONJ
ajceb-8885	291	2	inferred	infer	VERB
ajceb-8885	291	3	from	from	ADP
ajceb-8885	291	4	this	this	DET
ajceb-8885	291	5	study	study	NOUN
ajceb-8885	291	6	’s	’s	PART
ajceb-8885	291	7	findings	finding	NOUN
ajceb-8885	291	8	,	,	PUNCT
ajceb-8885	291	9	demanding	demand	VERB
ajceb-8885	291	10	financial	financial	ADJ
ajceb-8885	291	11	accountability	accountability	NOUN
ajceb-8885	291	12	in	in	ADP
ajceb-8885	291	13	project	project	NOUN
ajceb-8885	291	14	planning	planning	NOUN
ajceb-8885	291	15	and	and	CCONJ
ajceb-8885	291	16	execution	execution	NOUN
ajceb-8885	291	17	could	could	AUX
ajceb-8885	291	18	modestly	modestly	ADV
ajceb-8885	291	19	decrease	decrease	VERB
ajceb-8885	291	20	misappropriation	misappropriation	NOUN
ajceb-8885	291	21	of	of	ADP
ajceb-8885	291	22	project	project	NOUN
ajceb-8885	291	23	funds	fund	NOUN
ajceb-8885	291	24	,	,	PUNCT
ajceb-8885	291	25	conducive	conducive	ADJ
ajceb-8885	291	26	attitudes	attitude	NOUN
ajceb-8885	291	27	of	of	ADP
ajceb-8885	291	28	procurement	procurement	NOUN
ajceb-8885	291	29	and	and	CCONJ
ajceb-8885	291	30	monitoring	monitoring	NOUN
ajceb-8885	291	31	officers	officer	NOUN
ajceb-8885	291	32	,	,	PUNCT
ajceb-8885	291	33	incompetence	incompetence	NOUN
ajceb-8885	291	34	and	and	CCONJ
ajceb-8885	291	35	recklessness	recklessness	NOUN
ajceb-8885	291	36	on	on	ADP
ajceb-8885	291	37	the	the	DET
ajceb-8885	291	38	part	part	NOUN
ajceb-8885	291	39	of	of	ADP
ajceb-8885	291	40	contractors	contractor	NOUN
ajceb-8885	291	41	,	,	PUNCT
ajceb-8885	291	42	and	and	CCONJ
ajceb-8885	291	43	the	the	DET
ajceb-8885	291	44	giving	giving	NOUN
ajceb-8885	291	45	of	of	ADP
ajceb-8885	291	46	kickbacks	kickback	NOUN
ajceb-8885	291	47	.	.	PUNCT
ajceb-8885	292	1	likewise	likewise	ADV
ajceb-8885	292	2	,	,	PUNCT
ajceb-8885	292	3	it	it	PRON
ajceb-8885	292	4	appears	appear	VERB
ajceb-8885	292	5	that	that	SCONJ
ajceb-8885	292	6	financial	financial	ADJ
ajceb-8885	292	7	accountability	accountability	NOUN
ajceb-8885	292	8	in	in	ADP
ajceb-8885	292	9	project	project	NOUN
ajceb-8885	292	10	planning	planning	NOUN
ajceb-8885	292	11	and	and	CCONJ
ajceb-8885	292	12	execution	execution	NOUN
ajceb-8885	292	13	will	will	AUX
ajceb-8885	292	14	keep	keep	VERB
ajceb-8885	292	15	contractors	contractor	NOUN
ajceb-8885	292	16	from	from	ADP
ajceb-8885	292	17	soliciting	solicit	VERB
ajceb-8885	292	18	contract	contract	NOUN
ajceb-8885	292	19	awards	award	NOUN
ajceb-8885	292	20	,	,	PUNCT
ajceb-8885	292	21	paying	pay	VERB
ajceb-8885	292	22	project	project	NOUN
ajceb-8885	292	23	procurement	procurement	NOUN
ajceb-8885	292	24	officers	officer	NOUN
ajceb-8885	292	25	to	to	PART
ajceb-8885	292	26	lean	lean	VERB
ajceb-8885	292	27	towards	towards	ADP
ajceb-8885	292	28	them	they	PRON
ajceb-8885	292	29	during	during	ADP
ajceb-8885	292	30	pre	pre	NOUN
ajceb-8885	292	31	-	-	NOUN
ajceb-8885	292	32	qualification	qualification	NOUN
ajceb-8885	292	33	,	,	PUNCT
ajceb-8885	292	34	cheating	cheat	VERB
ajceb-8885	292	35	clients	client	NOUN
ajceb-8885	292	36	,	,	PUNCT
ajceb-8885	292	37	and	and	CCONJ
ajceb-8885	292	38	changing	change	VERB
ajceb-8885	292	39	qualifications	qualification	NOUN
ajceb-8885	292	40	to	to	PART
ajceb-8885	292	41	maximise	maximise	VERB
ajceb-8885	292	42	profits	profit	NOUN
ajceb-8885	292	43	(	(	PUNCT
ajceb-8885	292	44	jang	jang	PROPN
ajceb-8885	292	45	,	,	PUNCT
ajceb-8885	292	46	park	park	NOUN
ajceb-8885	292	47	and	and	CCONJ
ajceb-8885	292	48	lee	lee	PROPN
ajceb-8885	292	49	,	,	PUNCT
ajceb-8885	292	50	2012	2012	NUM
ajceb-8885	292	51	;	;	PUNCT
ajceb-8885	292	52	mackey	mackey	PROPN
ajceb-8885	292	53	and	and	CCONJ
ajceb-8885	292	54	cuomo	cuomo	PROPN
ajceb-8885	292	55	,	,	PUNCT
ajceb-8885	292	56	2020	2020	NUM
ajceb-8885	292	57	;	;	PUNCT
ajceb-8885	292	58	paterson	paterson	NOUN
ajceb-8885	292	59	,	,	PUNCT
ajceb-8885	292	60	changwony	changwony	ADJ
ajceb-8885	292	61	and	and	CCONJ
ajceb-8885	292	62	miller	miller	PROPN
ajceb-8885	292	63	,	,	PUNCT
ajceb-8885	292	64	2019	2019	NUM
ajceb-8885	292	65	)	)	PUNCT
ajceb-8885	292	66	.	.	PUNCT
ajceb-8885	293	1	according	accord	VERB
ajceb-8885	293	2	to	to	ADP
ajceb-8885	293	3	this	this	DET
ajceb-8885	293	4	study	study	NOUN
ajceb-8885	293	5	’s	’s	PART
ajceb-8885	293	6	findings	finding	NOUN
ajceb-8885	293	7	,	,	PUNCT
ajceb-8885	293	8	a	a	DET
ajceb-8885	293	9	project	project	NOUN
ajceb-8885	293	10	that	that	PRON
ajceb-8885	293	11	adheres	adhere	VERB
ajceb-8885	293	12	to	to	ADP
ajceb-8885	293	13	international	international	ADJ
ajceb-8885	293	14	and	and	CCONJ
ajceb-8885	293	15	national	national	ADJ
ajceb-8885	293	16	standards	standard	NOUN
ajceb-8885	293	17	would	would	AUX
ajceb-8885	293	18	not	not	PART
ajceb-8885	293	19	encounter	encounter	VERB
ajceb-8885	293	20	influence	influence	NOUN
ajceb-8885	293	21	peddling	peddle	VERB
ajceb-8885	293	22	from	from	ADP
ajceb-8885	293	23	unqualified	unqualified	ADJ
ajceb-8885	293	24	contractors	contractor	NOUN
ajceb-8885	293	25	.	.	PUNCT
ajceb-8885	294	1	the	the	DET
ajceb-8885	294	2	findings	finding	NOUN
ajceb-8885	294	3	uncovered	uncover	VERB
ajceb-8885	294	4	that	that	SCONJ
ajceb-8885	294	5	a	a	DET
ajceb-8885	294	6	method	method	NOUN
ajceb-8885	294	7	for	for	ADP
ajceb-8885	294	8	preventing	prevent	VERB
ajceb-8885	294	9	the	the	DET
ajceb-8885	294	10	altering	altering	NOUN
ajceb-8885	294	11	of	of	ADP
ajceb-8885	294	12	specifications	specification	NOUN
ajceb-8885	294	13	and	and	CCONJ
ajceb-8885	294	14	solicitation	solicitation	NOUN
ajceb-8885	294	15	of	of	ADP
ajceb-8885	294	16	contracts	contract	NOUN
ajceb-8885	294	17	by	by	ADP
ajceb-8885	294	18	unqualified	unqualified	ADJ
ajceb-8885	294	19	and	and	CCONJ
ajceb-8885	294	20	inept	inept	ADJ
ajceb-8885	294	21	contractors	contractor	NOUN
ajceb-8885	294	22	is	be	AUX
ajceb-8885	294	23	to	to	PART
ajceb-8885	294	24	specify	specify	VERB
ajceb-8885	294	25	the	the	DET
ajceb-8885	294	26	utilisation	utilisation	NOUN
ajceb-8885	294	27	of	of	ADP
ajceb-8885	294	28	international	international	ADJ
ajceb-8885	294	29	and	and	CCONJ
ajceb-8885	294	30	national	national	ADJ
ajceb-8885	294	31	standards	standard	NOUN
ajceb-8885	294	32	in	in	ADP
ajceb-8885	294	33	the	the	DET
ajceb-8885	294	34	project	project	NOUN
ajceb-8885	294	35	plan	plan	NOUN
ajceb-8885	294	36	(	(	PUNCT
ajceb-8885	294	37	lehtinen	lehtinen	PROPN
ajceb-8885	294	38	,	,	PUNCT
ajceb-8885	294	39	et	et	PROPN
ajceb-8885	294	40	al	al	PROPN
ajceb-8885	294	41	.	.	PROPN
ajceb-8885	294	42	,	,	PUNCT
ajceb-8885	294	43	2022	2022	NUM
ajceb-8885	294	44	)	)	PUNCT
ajceb-8885	294	45	.	.	PUNCT
ajceb-8885	295	1	apparently	apparently	ADV
ajceb-8885	295	2	,	,	PUNCT
ajceb-8885	295	3	projects	project	NOUN
ajceb-8885	295	4	that	that	PRON
ajceb-8885	295	5	are	be	AUX
ajceb-8885	295	6	planned	plan	VERB
ajceb-8885	295	7	and	and	CCONJ
ajceb-8885	295	8	executed	execute	VERB
ajceb-8885	295	9	to	to	ADP
ajceb-8885	295	10	standards	standard	NOUN
ajceb-8885	295	11	(	(	PUNCT
ajceb-8885	295	12	international	international	ADJ
ajceb-8885	295	13	and	and	CCONJ
ajceb-8885	295	14	national	national	ADJ
ajceb-8885	295	15	)	)	PUNCT
ajceb-8885	295	16	would	would	AUX
ajceb-8885	295	17	record	record	VERB
ajceb-8885	295	18	fewer	few	ADJ
ajceb-8885	295	19	variation	variation	NOUN
ajceb-8885	295	20	claims	claim	NOUN
ajceb-8885	295	21	and	and	CCONJ
ajceb-8885	295	22	falsifications	falsification	NOUN
ajceb-8885	295	23	of	of	ADP
ajceb-8885	295	24	certified	certify	VERB
ajceb-8885	295	25	works	work	NOUN
ajceb-8885	295	26	.	.	PUNCT
ajceb-8885	296	1	the	the	DET
ajceb-8885	296	2	findings	finding	NOUN
ajceb-8885	296	3	made	make	VERB
ajceb-8885	296	4	it	it	PRON
ajceb-8885	296	5	known	know	VERB
ajceb-8885	296	6	that	that	SCONJ
ajceb-8885	296	7	contractual	contractual	ADJ
ajceb-8885	296	8	compliance	compliance	NOUN
ajceb-8885	296	9	could	could	AUX
ajceb-8885	296	10	lessen	lessen	VERB
ajceb-8885	296	11	dishonesty	dishonesty	NOUN
ajceb-8885	296	12	to	to	ADP
ajceb-8885	296	13	some	some	DET
ajceb-8885	296	14	degree	degree	NOUN
ajceb-8885	296	15	,	,	PUNCT
ajceb-8885	296	16	but	but	CCONJ
ajceb-8885	296	17	it	it	PRON
ajceb-8885	296	18	does	do	AUX
ajceb-8885	296	19	not	not	PART
ajceb-8885	296	20	necessarily	necessarily	ADV
ajceb-8885	296	21	guarantee	guarantee	VERB
ajceb-8885	296	22	honesty	honesty	NOUN
ajceb-8885	296	23	on	on	ADP
ajceb-8885	296	24	the	the	DET
ajceb-8885	296	25	part	part	NOUN
ajceb-8885	296	26	of	of	ADP
ajceb-8885	296	27	contractors	contractor	NOUN
ajceb-8885	296	28	.	.	PUNCT
ajceb-8885	297	1	it	it	PRON
ajceb-8885	297	2	is	be	AUX
ajceb-8885	297	3	possible	possible	ADJ
ajceb-8885	297	4	that	that	SCONJ
ajceb-8885	297	5	the	the	DET
ajceb-8885	297	6	findings	finding	NOUN
ajceb-8885	297	7	of	of	ADP
ajceb-8885	297	8	this	this	DET
ajceb-8885	297	9	study	study	NOUN
ajceb-8885	297	10	will	will	AUX
ajceb-8885	297	11	lead	lead	VERB
ajceb-8885	297	12	to	to	ADP
ajceb-8885	297	13	the	the	DET
ajceb-8885	297	14	discovery	discovery	NOUN
ajceb-8885	297	15	of	of	ADP
ajceb-8885	297	16	payments	payment	NOUN
ajceb-8885	297	17	made	make	VERB
ajceb-8885	297	18	by	by	ADP
ajceb-8885	297	19	contractors	contractor	NOUN
ajceb-8885	297	20	to	to	PART
ajceb-8885	297	21	facilitate	facilitate	VERB
ajceb-8885	297	22	the	the	DET
ajceb-8885	297	23	award	award	NOUN
ajceb-8885	297	24	of	of	ADP
ajceb-8885	297	25	public	public	ADJ
ajceb-8885	297	26	contracts	contract	NOUN
ajceb-8885	297	27	,	,	PUNCT
ajceb-8885	297	28	assuming	assume	VERB
ajceb-8885	297	29	that	that	SCONJ
ajceb-8885	297	30	the	the	DET
ajceb-8885	297	31	public	public	ADJ
ajceb-8885	297	32	procurement	procurement	NOUN
ajceb-8885	297	33	or	or	CCONJ
ajceb-8885	297	34	anti	anti	ADJ
ajceb-8885	297	35	-	-	ADJ
ajceb-8885	297	36	corruption	corruption	ADJ
ajceb-8885	297	37	agency	agency	NOUN
ajceb-8885	297	38	has	have	VERB
ajceb-8885	297	39	long	long	ADJ
ajceb-8885	297	40	-	-	PUNCT
ajceb-8885	297	41	term	term	NOUN
ajceb-8885	297	42	investigative	investigative	ADJ
ajceb-8885	297	43	capacity	capacity	NOUN
ajceb-8885	297	44	.	.	PUNCT
ajceb-8885	298	1	logic	logic	NOUN
ajceb-8885	298	2	of	of	ADP
ajceb-8885	298	3	reactionary	reactionary	ADJ
ajceb-8885	298	4	anti	anti	ADJ
ajceb-8885	298	5	-	-	ADJ
ajceb-8885	298	6	corruption	corruption	ADJ
ajceb-8885	298	7	systems	system	NOUN
ajceb-8885	298	8	(	(	PUNCT
ajceb-8885	298	9	racs	rac	NOUN
ajceb-8885	298	10	)	)	PUNCT
ajceb-8885	298	11	and	and	CCONJ
ajceb-8885	298	12	their	their	PRON
ajceb-8885	298	13	effects	effect	NOUN
ajceb-8885	298	14	on	on	ADP
ajceb-8885	298	15	corruption	corruption	NOUN
ajceb-8885	298	16	in	in	ADP
ajceb-8885	298	17	project	project	NOUN
ajceb-8885	298	18	planning	planning	NOUN
ajceb-8885	298	19	and	and	CCONJ
ajceb-8885	298	20	execution	execution	NOUN
ajceb-8885	298	21	in	in	ADP
ajceb-8885	298	22	figure	figure	NOUN
ajceb-8885	298	23	1	1	NUM
ajceb-8885	298	24	,	,	PUNCT
ajceb-8885	298	25	none	none	NOUN
ajceb-8885	298	26	of	of	ADP
ajceb-8885	298	27	the	the	DET
ajceb-8885	298	28	racs	rac	NOUN
ajceb-8885	298	29	was	be	AUX
ajceb-8885	298	30	theorised	theorise	VERB
ajceb-8885	298	31	as	as	ADP
ajceb-8885	298	32	having	have	VERB
ajceb-8885	298	33	a	a	DET
ajceb-8885	298	34	remarkable	remarkable	ADJ
ajceb-8885	298	35	rationale	rationale	NOUN
ajceb-8885	298	36	,	,	PUNCT
ajceb-8885	298	37	and	and	CCONJ
ajceb-8885	298	38	none	none	NOUN
ajceb-8885	298	39	was	be	AUX
ajceb-8885	298	40	found	find	VERB
ajceb-8885	298	41	to	to	PART
ajceb-8885	298	42	satisfy	satisfy	VERB
ajceb-8885	298	43	hypothesis	hypothesis	NOUN
ajceb-8885	298	44	1a	1a	NOUN
ajceb-8885	298	45	.	.	PUNCT
ajceb-8885	299	1	oversight	oversight	NOUN
ajceb-8885	299	2	by	by	ADP
ajceb-8885	299	3	ngos	ngo	NOUN
ajceb-8885	299	4	totally	totally	ADV
ajceb-8885	299	5	satisfied	satisfy	VERB
ajceb-8885	299	6	the	the	DET
ajceb-8885	299	7	conditions	condition	NOUN
ajceb-8885	299	8	of	of	ADP
ajceb-8885	299	9	hypothesis	hypothesis	NOUN
ajceb-8885	299	10	1b	1b	NUM
ajceb-8885	299	11	.	.	PUNCT
ajceb-8885	300	1	the	the	DET
ajceb-8885	300	2	rule	rule	NOUN
ajceb-8885	300	3	of	of	ADP
ajceb-8885	300	4	law	law	NOUN
ajceb-8885	300	5	,	,	PUNCT
ajceb-8885	300	6	oversights	oversight	NOUN
ajceb-8885	300	7	by	by	ADP
ajceb-8885	300	8	social	social	ADJ
ajceb-8885	300	9	media	medium	NOUN
ajceb-8885	300	10	users	user	NOUN
ajceb-8885	300	11	,	,	PUNCT
ajceb-8885	300	12	and	and	CCONJ
ajceb-8885	300	13	oversight	oversight	NOUN
ajceb-8885	300	14	by	by	ADP
ajceb-8885	300	15	civil	civil	ADJ
ajceb-8885	300	16	society	society	NOUN
ajceb-8885	300	17	failed	fail	VERB
ajceb-8885	300	18	to	to	PART
ajceb-8885	300	19	satisfy	satisfy	VERB
ajceb-8885	300	20	the	the	DET
ajceb-8885	300	21	conditions	condition	NOUN
ajceb-8885	300	22	of	of	ADP
ajceb-8885	300	23	hypothesis	hypothesis	NOUN
ajceb-8885	300	24	1b	1b	NUM
ajceb-8885	300	25	.	.	PUNCT
ajceb-8885	301	1	this	this	PRON
ajceb-8885	301	2	likewise	likewise	ADV
ajceb-8885	301	3	goes	go	VERB
ajceb-8885	301	4	against	against	ADP
ajceb-8885	301	5	the	the	DET
ajceb-8885	301	6	positions	position	NOUN
ajceb-8885	301	7	of	of	ADP
ajceb-8885	301	8	cartwright	cartwright	PROPN
ajceb-8885	301	9	,	,	PUNCT
ajceb-8885	301	10	liu	liu	PROPN
ajceb-8885	301	11	and	and	CCONJ
ajceb-8885	301	12	raddats	raddat	VERB
ajceb-8885	301	13	(	(	PUNCT
ajceb-8885	301	14	2021	2021	NUM
ajceb-8885	301	15	)	)	PUNCT
ajceb-8885	301	16	and	and	CCONJ
ajceb-8885	301	17	owusu	owusu	PROPN
ajceb-8885	301	18	,	,	PUNCT
ajceb-8885	301	19	et	et	PROPN
ajceb-8885	301	20	al	al	PROPN
ajceb-8885	301	21	.	.	PROPN
ajceb-8885	302	1	(	(	PUNCT
ajceb-8885	302	2	2019	2019	NUM
ajceb-8885	302	3	)	)	PUNCT
ajceb-8885	302	4	.	.	PUNCT
ajceb-8885	303	1	oluseye	oluseye	NOUN
ajceb-8885	303	2	et	et	PROPN
ajceb-8885	303	3	al	al	PROPN
ajceb-8885	303	4	.	.	PUNCT
ajceb-8885	304	1	construction	construction	NOUN
ajceb-8885	304	2	economics	economic	NOUN
ajceb-8885	304	3	and	and	CCONJ
ajceb-8885	304	4	building	building	NOUN
ajceb-8885	304	5	,	,	PUNCT
ajceb-8885	304	6	vol	vol	NOUN
ajceb-8885	304	7	.	.	PROPN
ajceb-8885	304	8	23	23	NUM
ajceb-8885	304	9	,	,	PUNCT
ajceb-8885	304	10	no	no	INTJ
ajceb-8885	304	11	.	.	NOUN
ajceb-8885	305	1	3/4	3/4	NUM
ajceb-8885	305	2	december	december	PROPN
ajceb-8885	305	3	2023201	2023201	NUM
ajceb-8885	305	4	in	in	ADP
ajceb-8885	305	5	the	the	DET
ajceb-8885	305	6	theoretical	theoretical	ADJ
ajceb-8885	305	7	framework	framework	NOUN
ajceb-8885	305	8	,	,	PUNCT
ajceb-8885	305	9	it	it	PRON
ajceb-8885	305	10	was	be	AUX
ajceb-8885	305	11	anticipated	anticipate	VERB
ajceb-8885	305	12	that	that	SCONJ
ajceb-8885	305	13	the	the	DET
ajceb-8885	305	14	rule	rule	NOUN
ajceb-8885	305	15	of	of	ADP
ajceb-8885	305	16	law	law	NOUN
ajceb-8885	305	17	,	,	PUNCT
ajceb-8885	305	18	oversight	oversight	NOUN
ajceb-8885	305	19	by	by	ADP
ajceb-8885	305	20	social	social	ADJ
ajceb-8885	305	21	media	medium	NOUN
ajceb-8885	305	22	users	user	NOUN
ajceb-8885	305	23	,	,	PUNCT
ajceb-8885	305	24	and	and	CCONJ
ajceb-8885	305	25	oversight	oversight	NOUN
ajceb-8885	305	26	by	by	ADP
ajceb-8885	305	27	civil	civil	ADJ
ajceb-8885	305	28	society	society	NOUN
ajceb-8885	305	29	would	would	AUX
ajceb-8885	305	30	have	have	VERB
ajceb-8885	305	31	outstanding	outstanding	ADJ
ajceb-8885	305	32	logic	logic	NOUN
ajceb-8885	305	33	and	and	CCONJ
ajceb-8885	305	34	would	would	AUX
ajceb-8885	305	35	be	be	AUX
ajceb-8885	305	36	profoundly	profoundly	ADV
ajceb-8885	305	37	successful	successful	ADJ
ajceb-8885	305	38	in	in	ADP
ajceb-8885	305	39	battling	battle	VERB
ajceb-8885	305	40	corruption	corruption	NOUN
ajceb-8885	305	41	manifestations	manifestation	NOUN
ajceb-8885	305	42	in	in	ADP
ajceb-8885	305	43	project	project	NOUN
ajceb-8885	305	44	planning	planning	NOUN
ajceb-8885	305	45	and	and	CCONJ
ajceb-8885	305	46	execution	execution	NOUN
ajceb-8885	305	47	.	.	PUNCT
ajceb-8885	306	1	the	the	DET
ajceb-8885	306	2	outcomes	outcome	NOUN
ajceb-8885	306	3	nullified	nullify	VERB
ajceb-8885	306	4	this	this	DET
ajceb-8885	306	5	proposition	proposition	NOUN
ajceb-8885	306	6	.	.	PUNCT
ajceb-8885	307	1	oversight	oversight	NOUN
ajceb-8885	307	2	by	by	ADP
ajceb-8885	307	3	ngos	ngo	NOUN
ajceb-8885	307	4	was	be	AUX
ajceb-8885	307	5	found	find	VERB
ajceb-8885	307	6	to	to	PART
ajceb-8885	307	7	be	be	AUX
ajceb-8885	307	8	profoundly	profoundly	ADV
ajceb-8885	307	9	proficient	proficient	ADJ
ajceb-8885	307	10	and	and	CCONJ
ajceb-8885	307	11	to	to	PART
ajceb-8885	307	12	have	have	VERB
ajceb-8885	307	13	outstanding	outstanding	ADJ
ajceb-8885	307	14	logic	logic	NOUN
ajceb-8885	307	15	.	.	PUNCT
ajceb-8885	308	1	this	this	PRON
ajceb-8885	308	2	proposes	propose	VERB
ajceb-8885	308	3	that	that	DET
ajceb-8885	308	4	oversight	oversight	NOUN
ajceb-8885	308	5	by	by	ADP
ajceb-8885	308	6	ngos	ngo	NOUN
ajceb-8885	308	7	is	be	AUX
ajceb-8885	308	8	a	a	DET
ajceb-8885	308	9	significant	significant	ADJ
ajceb-8885	308	10	racs	rac	NOUN
ajceb-8885	308	11	.	.	PUNCT
ajceb-8885	309	1	contractor	contractor	NOUN
ajceb-8885	309	2	blacklisting	blacklisting	NOUN
ajceb-8885	309	3	and	and	CCONJ
ajceb-8885	309	4	de	de	NOUN
ajceb-8885	309	5	-	-	NOUN
ajceb-8885	309	6	registration	registration	NOUN
ajceb-8885	309	7	are	be	AUX
ajceb-8885	309	8	very	very	ADV
ajceb-8885	309	9	effective	effective	ADJ
ajceb-8885	309	10	against	against	ADP
ajceb-8885	309	11	tax	tax	NOUN
ajceb-8885	309	12	evasion	evasion	NOUN
ajceb-8885	309	13	,	,	PUNCT
ajceb-8885	309	14	kickbacks	kickback	NOUN
ajceb-8885	309	15	,	,	PUNCT
ajceb-8885	309	16	and	and	CCONJ
ajceb-8885	309	17	solicitation	solicitation	NOUN
ajceb-8885	309	18	among	among	ADP
ajceb-8885	309	19	racs	rac	NOUN
ajceb-8885	309	20	.	.	PUNCT
ajceb-8885	310	1	oversight	oversight	NOUN
ajceb-8885	310	2	by	by	ADP
ajceb-8885	310	3	ngos	ngo	NOUN
ajceb-8885	310	4	weakly	weakly	ADV
ajceb-8885	310	5	affects	affect	VERB
ajceb-8885	310	6	bribery	bribery	NOUN
ajceb-8885	310	7	.	.	PUNCT
ajceb-8885	311	1	all	all	DET
ajceb-8885	311	2	other	other	ADJ
ajceb-8885	311	3	racs	rac	NOUN
ajceb-8885	311	4	are	be	AUX
ajceb-8885	311	5	significantly	significantly	ADV
ajceb-8885	311	6	weak	weak	ADJ
ajceb-8885	311	7	against	against	ADP
ajceb-8885	311	8	bribery	bribery	NOUN
ajceb-8885	311	9	.	.	PUNCT
ajceb-8885	312	1	as	as	SCONJ
ajceb-8885	312	2	suggested	suggest	VERB
ajceb-8885	312	3	by	by	ADP
ajceb-8885	312	4	the	the	DET
ajceb-8885	312	5	findings	finding	NOUN
ajceb-8885	312	6	,	,	PUNCT
ajceb-8885	312	7	the	the	DET
ajceb-8885	312	8	effect	effect	NOUN
ajceb-8885	312	9	of	of	ADP
ajceb-8885	312	10	oversight	oversight	NOUN
ajceb-8885	312	11	by	by	ADP
ajceb-8885	312	12	ngos	ngo	NOUN
ajceb-8885	312	13	on	on	ADP
ajceb-8885	312	14	bribery	bribery	NOUN
ajceb-8885	312	15	and	and	CCONJ
ajceb-8885	312	16	its	its	PRON
ajceb-8885	312	17	striking	striking	ADJ
ajceb-8885	312	18	impact	impact	NOUN
ajceb-8885	312	19	on	on	ADP
ajceb-8885	312	20	altering	alter	VERB
ajceb-8885	312	21	specifications	specification	NOUN
ajceb-8885	312	22	,	,	PUNCT
ajceb-8885	312	23	dishonesty	dishonesty	NOUN
ajceb-8885	312	24	,	,	PUNCT
ajceb-8885	312	25	client	client	NOUN
ajceb-8885	312	26	abuse	abuse	NOUN
ajceb-8885	312	27	,	,	PUNCT
ajceb-8885	312	28	carelessness	carelessness	NOUN
ajceb-8885	312	29	,	,	PUNCT
ajceb-8885	312	30	patronage	patronage	NOUN
ajceb-8885	312	31	,	,	PUNCT
ajceb-8885	312	32	money	money	NOUN
ajceb-8885	312	33	laundering	laundering	NOUN
ajceb-8885	312	34	,	,	PUNCT
ajceb-8885	312	35	conducive	conducive	ADJ
ajceb-8885	312	36	attitudes	attitude	NOUN
ajceb-8885	312	37	,	,	PUNCT
ajceb-8885	312	38	and	and	CCONJ
ajceb-8885	312	39	embezzlement	embezzlement	NOUN
ajceb-8885	312	40	make	make	VERB
ajceb-8885	312	41	it	it	PRON
ajceb-8885	312	42	the	the	DET
ajceb-8885	312	43	most	most	ADV
ajceb-8885	312	44	valuable	valuable	ADJ
ajceb-8885	312	45	and	and	CCONJ
ajceb-8885	312	46	compelling	compelling	ADJ
ajceb-8885	312	47	racs	rac	NOUN
ajceb-8885	312	48	.	.	PUNCT
ajceb-8885	313	1	shockingly	shockingly	ADV
ajceb-8885	313	2	,	,	PUNCT
ajceb-8885	313	3	the	the	DET
ajceb-8885	313	4	findings	finding	NOUN
ajceb-8885	313	5	revealed	reveal	VERB
ajceb-8885	313	6	that	that	SCONJ
ajceb-8885	313	7	oversight	oversight	NOUN
ajceb-8885	313	8	by	by	ADP
ajceb-8885	313	9	social	social	ADJ
ajceb-8885	313	10	media	medium	NOUN
ajceb-8885	313	11	users	user	NOUN
ajceb-8885	313	12	and	and	CCONJ
ajceb-8885	313	13	civil	civil	ADJ
ajceb-8885	313	14	society	society	NOUN
ajceb-8885	313	15	has	have	VERB
ajceb-8885	313	16	an	an	DET
ajceb-8885	313	17	exceptionally	exceptionally	ADV
ajceb-8885	313	18	limited	limited	ADJ
ajceb-8885	313	19	impact	impact	NOUN
ajceb-8885	313	20	in	in	ADP
ajceb-8885	313	21	the	the	DET
ajceb-8885	313	22	fight	fight	NOUN
ajceb-8885	313	23	against	against	ADP
ajceb-8885	313	24	corruption	corruption	NOUN
ajceb-8885	313	25	in	in	ADP
ajceb-8885	313	26	project	project	NOUN
ajceb-8885	313	27	planning	planning	NOUN
ajceb-8885	313	28	and	and	CCONJ
ajceb-8885	313	29	execution	execution	NOUN
ajceb-8885	313	30	.	.	PUNCT
ajceb-8885	314	1	this	this	PRON
ajceb-8885	314	2	contradicts	contradict	VERB
ajceb-8885	314	3	the	the	DET
ajceb-8885	314	4	position	position	NOUN
ajceb-8885	314	5	of	of	ADP
ajceb-8885	314	6	cartwright	cartwright	NOUN
ajceb-8885	314	7	,	,	PUNCT
ajceb-8885	314	8	liu	liu	PROPN
ajceb-8885	314	9	and	and	CCONJ
ajceb-8885	314	10	raddats	raddat	VERB
ajceb-8885	314	11	(	(	PUNCT
ajceb-8885	314	12	2021	2021	NUM
ajceb-8885	314	13	)	)	PUNCT
ajceb-8885	314	14	.	.	PUNCT
ajceb-8885	315	1	the	the	DET
ajceb-8885	315	2	weak	weak	ADJ
ajceb-8885	315	3	effect	effect	NOUN
ajceb-8885	315	4	of	of	ADP
ajceb-8885	315	5	social	social	ADJ
ajceb-8885	315	6	media	medium	NOUN
ajceb-8885	315	7	users	user	NOUN
ajceb-8885	315	8	’	’	PART
ajceb-8885	315	9	oversight	oversight	NOUN
ajceb-8885	315	10	on	on	ADP
ajceb-8885	315	11	manifestations	manifestation	NOUN
ajceb-8885	315	12	of	of	ADP
ajceb-8885	315	13	corruption	corruption	NOUN
ajceb-8885	315	14	could	could	AUX
ajceb-8885	315	15	be	be	AUX
ajceb-8885	315	16	due	due	ADJ
ajceb-8885	315	17	to	to	ADP
ajceb-8885	315	18	its	its	PRON
ajceb-8885	315	19	abusive	abusive	ADJ
ajceb-8885	315	20	use	use	NOUN
ajceb-8885	315	21	.	.	PUNCT
ajceb-8885	316	1	however	however	ADV
ajceb-8885	316	2	,	,	PUNCT
ajceb-8885	316	3	social	social	ADJ
ajceb-8885	316	4	media	medium	NOUN
ajceb-8885	316	5	users	user	NOUN
ajceb-8885	316	6	’	’	PART
ajceb-8885	316	7	oversight	oversight	NOUN
ajceb-8885	316	8	of	of	ADP
ajceb-8885	316	9	manifestations	manifestation	NOUN
ajceb-8885	316	10	of	of	ADP
ajceb-8885	316	11	corruption	corruption	NOUN
ajceb-8885	316	12	could	could	AUX
ajceb-8885	316	13	help	help	VERB
ajceb-8885	316	14	raise	raise	VERB
ajceb-8885	316	15	awareness	awareness	NOUN
ajceb-8885	316	16	about	about	ADP
ajceb-8885	316	17	the	the	DET
ajceb-8885	316	18	fight	fight	NOUN
ajceb-8885	316	19	against	against	ADP
ajceb-8885	316	20	corruption	corruption	NOUN
ajceb-8885	316	21	.	.	PUNCT
ajceb-8885	317	1	the	the	DET
ajceb-8885	317	2	findings	finding	NOUN
ajceb-8885	317	3	shockingly	shockingly	ADV
ajceb-8885	317	4	revealed	reveal	VERB
ajceb-8885	317	5	that	that	SCONJ
ajceb-8885	317	6	the	the	DET
ajceb-8885	317	7	rule	rule	NOUN
ajceb-8885	317	8	of	of	ADP
ajceb-8885	317	9	law	law	NOUN
ajceb-8885	317	10	was	be	AUX
ajceb-8885	317	11	of	of	ADP
ajceb-8885	317	12	no	no	DET
ajceb-8885	317	13	significance	significance	NOUN
ajceb-8885	317	14	in	in	ADP
ajceb-8885	317	15	lessening	lessen	VERB
ajceb-8885	317	16	corruption	corruption	NOUN
ajceb-8885	317	17	in	in	ADP
ajceb-8885	317	18	project	project	NOUN
ajceb-8885	317	19	planning	planning	NOUN
ajceb-8885	317	20	and	and	CCONJ
ajceb-8885	317	21	execution	execution	NOUN
ajceb-8885	317	22	.	.	PUNCT
ajceb-8885	318	1	this	this	PRON
ajceb-8885	318	2	depicts	depict	VERB
ajceb-8885	318	3	a	a	DET
ajceb-8885	318	4	critical	critical	ADJ
ajceb-8885	318	5	disdain	disdain	NOUN
ajceb-8885	318	6	for	for	ADP
ajceb-8885	318	7	the	the	DET
ajceb-8885	318	8	rule	rule	NOUN
ajceb-8885	318	9	of	of	ADP
ajceb-8885	318	10	law	law	NOUN
ajceb-8885	318	11	in	in	ADP
ajceb-8885	318	12	nigeria	nigeria	PROPN
ajceb-8885	318	13	(	(	PUNCT
ajceb-8885	318	14	mikail	mikail	PROPN
ajceb-8885	318	15	,	,	PUNCT
ajceb-8885	318	16	et	et	PROPN
ajceb-8885	318	17	al	al	PROPN
ajceb-8885	318	18	.	.	PROPN
ajceb-8885	318	19	,	,	PUNCT
ajceb-8885	318	20	2017	2017	NUM
ajceb-8885	318	21	;	;	PUNCT
ajceb-8885	318	22	mikail	mikail	NOUN
ajceb-8885	318	23	,	,	PUNCT
ajceb-8885	318	24	2018	2018	NUM
ajceb-8885	318	25	;	;	PUNCT
ajceb-8885	318	26	inuwa	inuwa	VERB
ajceb-8885	318	27	,	,	PUNCT
ajceb-8885	318	28	et	et	PROPN
ajceb-8885	318	29	al	al	PROPN
ajceb-8885	318	30	.	.	PROPN
ajceb-8885	318	31	,	,	PUNCT
ajceb-8885	318	32	2020	2020	NUM
ajceb-8885	318	33	)	)	PUNCT
ajceb-8885	318	34	.	.	PUNCT
ajceb-8885	319	1	the	the	DET
ajceb-8885	319	2	findings	finding	NOUN
ajceb-8885	319	3	likewise	likewise	ADV
ajceb-8885	319	4	made	make	VERB
ajceb-8885	319	5	it	it	PRON
ajceb-8885	319	6	known	know	VERB
ajceb-8885	319	7	that	that	SCONJ
ajceb-8885	319	8	blacklisting	blacklist	VERB
ajceb-8885	319	9	and	and	CCONJ
ajceb-8885	319	10	deregistering	deregistere	VERB
ajceb-8885	319	11	contractors	contractor	NOUN
ajceb-8885	319	12	would	would	AUX
ajceb-8885	319	13	dissuade	dissuade	VERB
ajceb-8885	319	14	them	they	PRON
ajceb-8885	319	15	from	from	ADP
ajceb-8885	319	16	evading	evade	VERB
ajceb-8885	319	17	tax	tax	NOUN
ajceb-8885	319	18	.	.	PUNCT
ajceb-8885	320	1	additionally	additionally	ADV
ajceb-8885	320	2	,	,	PUNCT
ajceb-8885	320	3	manifestations	manifestation	NOUN
ajceb-8885	320	4	of	of	ADP
ajceb-8885	320	5	corruption	corruption	NOUN
ajceb-8885	320	6	like	like	ADP
ajceb-8885	320	7	solicitation	solicitation	NOUN
ajceb-8885	320	8	and	and	CCONJ
ajceb-8885	320	9	kickbacks	kickback	NOUN
ajceb-8885	320	10	could	could	AUX
ajceb-8885	320	11	be	be	AUX
ajceb-8885	320	12	deterred	deter	VERB
ajceb-8885	320	13	in	in	ADP
ajceb-8885	320	14	public	public	ADJ
ajceb-8885	320	15	project	project	NOUN
ajceb-8885	320	16	planning	planning	NOUN
ajceb-8885	320	17	and	and	CCONJ
ajceb-8885	320	18	execution	execution	NOUN
ajceb-8885	320	19	by	by	ADP
ajceb-8885	320	20	blacklisting	blacklist	VERB
ajceb-8885	320	21	and	and	CCONJ
ajceb-8885	320	22	de	de	ADJ
ajceb-8885	320	23	-	-	NOUN
ajceb-8885	320	24	registering	register	VERB
ajceb-8885	320	25	contractors	contractor	NOUN
ajceb-8885	320	26	that	that	PRON
ajceb-8885	320	27	engage	engage	VERB
ajceb-8885	320	28	in	in	ADP
ajceb-8885	320	29	these	these	DET
ajceb-8885	320	30	corrupt	corrupt	ADJ
ajceb-8885	320	31	acts	act	NOUN
ajceb-8885	320	32	.	.	PUNCT
ajceb-8885	321	1	somewhat	somewhat	ADV
ajceb-8885	321	2	,	,	PUNCT
ajceb-8885	321	3	as	as	SCONJ
ajceb-8885	321	4	shown	show	VERB
ajceb-8885	321	5	by	by	ADP
ajceb-8885	321	6	the	the	DET
ajceb-8885	321	7	discoveries	discovery	NOUN
ajceb-8885	321	8	,	,	PUNCT
ajceb-8885	321	9	blacklisting	blacklist	VERB
ajceb-8885	321	10	contractors	contractor	NOUN
ajceb-8885	321	11	that	that	PRON
ajceb-8885	321	12	were	be	AUX
ajceb-8885	321	13	dishonest	dishonest	ADJ
ajceb-8885	321	14	and	and	CCONJ
ajceb-8885	321	15	altered	alter	VERB
ajceb-8885	321	16	specifications	specification	NOUN
ajceb-8885	321	17	on	on	ADP
ajceb-8885	321	18	past	past	ADJ
ajceb-8885	321	19	projects	project	NOUN
ajceb-8885	321	20	would	would	AUX
ajceb-8885	321	21	assist	assist	VERB
ajceb-8885	321	22	in	in	ADP
ajceb-8885	321	23	decreasing	decrease	VERB
ajceb-8885	321	24	the	the	DET
ajceb-8885	321	25	future	future	ADJ
ajceb-8885	321	26	occurrence	occurrence	NOUN
ajceb-8885	321	27	of	of	ADP
ajceb-8885	321	28	such	such	ADJ
ajceb-8885	321	29	degenerate	degenerate	ADJ
ajceb-8885	321	30	acts	act	NOUN
ajceb-8885	321	31	among	among	ADP
ajceb-8885	321	32	contractors	contractor	NOUN
ajceb-8885	321	33	(	(	PUNCT
ajceb-8885	321	34	hetami	hetami	NOUN
ajceb-8885	321	35	and	and	CCONJ
ajceb-8885	321	36	aransyah	aransyah	PROPN
ajceb-8885	321	37	,	,	PUNCT
ajceb-8885	321	38	2020	2020	NUM
ajceb-8885	321	39	)	)	PUNCT
ajceb-8885	321	40	.	.	PUNCT
ajceb-8885	322	1	the	the	DET
ajceb-8885	322	2	findings	finding	NOUN
ajceb-8885	322	3	revealed	reveal	VERB
ajceb-8885	322	4	that	that	SCONJ
ajceb-8885	322	5	ngos	ngo	NOUN
ajceb-8885	322	6	should	should	AUX
ajceb-8885	322	7	be	be	AUX
ajceb-8885	322	8	permitted	permit	VERB
ajceb-8885	322	9	to	to	PART
ajceb-8885	322	10	supervise	supervise	VERB
ajceb-8885	322	11	the	the	DET
ajceb-8885	322	12	planning	planning	NOUN
ajceb-8885	322	13	and	and	CCONJ
ajceb-8885	322	14	execution	execution	NOUN
ajceb-8885	322	15	of	of	ADP
ajceb-8885	322	16	public	public	ADJ
ajceb-8885	322	17	projects	project	NOUN
ajceb-8885	322	18	,	,	PUNCT
ajceb-8885	322	19	as	as	SCONJ
ajceb-8885	322	20	this	this	PRON
ajceb-8885	322	21	would	would	AUX
ajceb-8885	322	22	assist	assist	VERB
ajceb-8885	322	23	with	with	ADP
ajceb-8885	322	24	adjusting	adjust	VERB
ajceb-8885	322	25	contractors	contractor	NOUN
ajceb-8885	322	26	’	'	PUNCT
ajceb-8885	322	27	efforts	effort	NOUN
ajceb-8885	322	28	to	to	PART
ajceb-8885	322	29	alter	alter	VERB
ajceb-8885	322	30	project	project	NOUN
ajceb-8885	322	31	specifications	specification	NOUN
ajceb-8885	322	32	,	,	PUNCT
ajceb-8885	322	33	disparage	disparage	VERB
ajceb-8885	322	34	public	public	ADJ
ajceb-8885	322	35	officers	officer	NOUN
ajceb-8885	322	36	,	,	PUNCT
ajceb-8885	322	37	abuse	abuse	NOUN
ajceb-8885	322	38	privileges	privilege	NOUN
ajceb-8885	322	39	and	and	CCONJ
ajceb-8885	322	40	clients	client	NOUN
ajceb-8885	322	41	’	’	PART
ajceb-8885	322	42	rights	right	NOUN
ajceb-8885	322	43	,	,	PUNCT
ajceb-8885	322	44	and	and	CCONJ
ajceb-8885	322	45	participate	participate	VERB
ajceb-8885	322	46	in	in	ADP
ajceb-8885	322	47	reckless	reckless	ADJ
ajceb-8885	322	48	and	and	CCONJ
ajceb-8885	322	49	unscrupulous	unscrupulous	ADJ
ajceb-8885	322	50	acts	act	NOUN
ajceb-8885	322	51	.	.	PUNCT
ajceb-8885	323	1	also	also	ADV
ajceb-8885	323	2	,	,	PUNCT
ajceb-8885	323	3	oversights	oversight	NOUN
ajceb-8885	323	4	of	of	ADP
ajceb-8885	323	5	public	public	ADJ
ajceb-8885	323	6	projects	project	NOUN
ajceb-8885	323	7	by	by	ADP
ajceb-8885	323	8	ngos	ngo	NOUN
ajceb-8885	323	9	would	would	AUX
ajceb-8885	323	10	respectably	respectably	ADV
ajceb-8885	323	11	diminish	diminish	VERB
ajceb-8885	323	12	embezzlement	embezzlement	NOUN
ajceb-8885	323	13	,	,	PUNCT
ajceb-8885	323	14	collusion	collusion	NOUN
ajceb-8885	323	15	,	,	PUNCT
ajceb-8885	323	16	conducive	conducive	ADJ
ajceb-8885	323	17	attitudes	attitude	NOUN
ajceb-8885	323	18	,	,	PUNCT
ajceb-8885	323	19	and	and	CCONJ
ajceb-8885	323	20	money	money	NOUN
ajceb-8885	323	21	laundering	laundering	NOUN
ajceb-8885	323	22	(	(	PUNCT
ajceb-8885	323	23	tacconi	tacconi	NOUN
ajceb-8885	323	24	and	and	CCONJ
ajceb-8885	323	25	williams	williams	PROPN
ajceb-8885	323	26	,	,	PUNCT
ajceb-8885	323	27	2020	2020	NUM
ajceb-8885	323	28	)	)	PUNCT
ajceb-8885	323	29	.	.	PUNCT
ajceb-8885	324	1	logic	logic	NOUN
ajceb-8885	324	2	of	of	ADP
ajceb-8885	324	3	strategic	strategic	ADJ
ajceb-8885	324	4	anti	anti	ADJ
ajceb-8885	324	5	-	-	ADJ
ajceb-8885	324	6	corruption	corruption	ADJ
ajceb-8885	324	7	systems	system	NOUN
ajceb-8885	324	8	(	(	PUNCT
ajceb-8885	324	9	sacs	sac	NOUN
ajceb-8885	324	10	)	)	PUNCT
ajceb-8885	324	11	and	and	CCONJ
ajceb-8885	324	12	their	their	PRON
ajceb-8885	324	13	effects	effect	NOUN
ajceb-8885	324	14	on	on	ADP
ajceb-8885	324	15	corruption	corruption	NOUN
ajceb-8885	324	16	in	in	ADP
ajceb-8885	324	17	project	project	NOUN
ajceb-8885	324	18	planning	planning	NOUN
ajceb-8885	324	19	and	and	CCONJ
ajceb-8885	324	20	execution	execution	NOUN
ajceb-8885	324	21	increased	increase	VERB
ajceb-8885	324	22	information	information	NOUN
ajceb-8885	324	23	access	access	NOUN
ajceb-8885	324	24	adequately	adequately	ADV
ajceb-8885	324	25	satisfied	satisfy	VERB
ajceb-8885	324	26	the	the	DET
ajceb-8885	324	27	conditions	condition	NOUN
ajceb-8885	324	28	of	of	ADP
ajceb-8885	324	29	hypothesis	hypothesis	NOUN
ajceb-8885	324	30	1b	1b	NUM
ajceb-8885	324	31	.	.	PUNCT
ajceb-8885	325	1	this	this	PRON
ajceb-8885	325	2	suggests	suggest	VERB
ajceb-8885	325	3	that	that	SCONJ
ajceb-8885	325	4	increased	increase	VERB
ajceb-8885	325	5	information	information	NOUN
ajceb-8885	325	6	access	access	NOUN
ajceb-8885	325	7	is	be	AUX
ajceb-8885	325	8	the	the	DET
ajceb-8885	325	9	best	good	ADJ
ajceb-8885	325	10	sacs	sac	NOUN
ajceb-8885	325	11	.	.	PUNCT
ajceb-8885	326	1	the	the	DET
ajceb-8885	326	2	treasury	treasury	PROPN
ajceb-8885	326	3	single	single	ADJ
ajceb-8885	326	4	account	account	NOUN
ajceb-8885	326	5	,	,	PUNCT
ajceb-8885	326	6	ippis	ippis	ADJ
ajceb-8885	326	7	,	,	PUNCT
ajceb-8885	326	8	and	and	CCONJ
ajceb-8885	326	9	whistleblower	whistleblower	NOUN
ajceb-8885	326	10	policy	policy	NOUN
ajceb-8885	326	11	satisfactorily	satisfactorily	ADV
ajceb-8885	326	12	satisfied	satisfy	VERB
ajceb-8885	326	13	the	the	DET
ajceb-8885	326	14	conditions	condition	NOUN
ajceb-8885	326	15	of	of	ADP
ajceb-8885	326	16	hypothesis	hypothesis	NOUN
ajceb-8885	326	17	1d	1d	NUM
ajceb-8885	326	18	.	.	PUNCT
ajceb-8885	327	1	the	the	DET
ajceb-8885	327	2	conditions	condition	NOUN
ajceb-8885	327	3	of	of	ADP
ajceb-8885	327	4	hypothesis	hypothesis	NOUN
ajceb-8885	327	5	1c	1c	NOUN
ajceb-8885	327	6	were	be	AUX
ajceb-8885	327	7	completely	completely	ADV
ajceb-8885	327	8	met	meet	VERB
ajceb-8885	327	9	by	by	ADP
ajceb-8885	327	10	e	e	NOUN
ajceb-8885	327	11	-	-	NOUN
ajceb-8885	327	12	procurement	procurement	ADJ
ajceb-8885	327	13	,	,	PUNCT
ajceb-8885	327	14	political	political	ADJ
ajceb-8885	327	15	accountability	accountability	NOUN
ajceb-8885	327	16	,	,	PUNCT
ajceb-8885	327	17	social	social	ADJ
ajceb-8885	327	18	accountability	accountability	NOUN
ajceb-8885	327	19	,	,	PUNCT
ajceb-8885	327	20	economic	economic	ADJ
ajceb-8885	327	21	accountability	accountability	NOUN
ajceb-8885	327	22	,	,	PUNCT
ajceb-8885	327	23	a	a	DET
ajceb-8885	327	24	cashless	cashless	NOUN
ajceb-8885	327	25	policy	policy	NOUN
ajceb-8885	327	26	,	,	PUNCT
ajceb-8885	327	27	and	and	CCONJ
ajceb-8885	327	28	due	due	ADJ
ajceb-8885	327	29	process	process	NOUN
ajceb-8885	327	30	.	.	PUNCT
ajceb-8885	328	1	as	as	SCONJ
ajceb-8885	328	2	anticipated	anticipate	VERB
ajceb-8885	328	3	in	in	ADP
ajceb-8885	328	4	the	the	DET
ajceb-8885	328	5	framework	framework	NOUN
ajceb-8885	328	6	,	,	PUNCT
ajceb-8885	328	7	increased	increase	VERB
ajceb-8885	328	8	information	information	NOUN
ajceb-8885	328	9	access	access	NOUN
ajceb-8885	328	10	was	be	AUX
ajceb-8885	328	11	found	find	VERB
ajceb-8885	328	12	to	to	PART
ajceb-8885	328	13	be	be	AUX
ajceb-8885	328	14	the	the	DET
ajceb-8885	328	15	best	good	ADJ
ajceb-8885	328	16	sacs	sac	NOUN
ajceb-8885	328	17	.	.	PUNCT
ajceb-8885	329	1	cashless	cashless	NOUN
ajceb-8885	329	2	policy	policy	NOUN
ajceb-8885	329	3	,	,	PUNCT
ajceb-8885	329	4	due	due	ADJ
ajceb-8885	329	5	process	process	NOUN
ajceb-8885	329	6	,	,	PUNCT
ajceb-8885	329	7	social	social	ADJ
ajceb-8885	329	8	accountability	accountability	NOUN
ajceb-8885	329	9	,	,	PUNCT
ajceb-8885	329	10	and	and	CCONJ
ajceb-8885	329	11	political	political	ADJ
ajceb-8885	329	12	accountability	accountability	NOUN
ajceb-8885	329	13	were	be	AUX
ajceb-8885	329	14	proposed	propose	VERB
ajceb-8885	329	15	as	as	ADP
ajceb-8885	329	16	having	have	VERB
ajceb-8885	329	17	fair	fair	ADJ
ajceb-8885	329	18	logic	logic	NOUN
ajceb-8885	329	19	;	;	PUNCT
ajceb-8885	329	20	however	however	ADV
ajceb-8885	329	21	,	,	PUNCT
ajceb-8885	329	22	they	they	PRON
ajceb-8885	329	23	were	be	AUX
ajceb-8885	329	24	found	find	VERB
ajceb-8885	329	25	to	to	PART
ajceb-8885	329	26	be	be	AUX
ajceb-8885	329	27	compelling	compelling	ADJ
ajceb-8885	329	28	in	in	ADP
ajceb-8885	329	29	combating	combat	VERB
ajceb-8885	329	30	manifestations	manifestation	NOUN
ajceb-8885	329	31	of	of	ADP
ajceb-8885	329	32	corruption	corruption	NOUN
ajceb-8885	329	33	in	in	ADP
ajceb-8885	329	34	project	project	NOUN
ajceb-8885	329	35	planning	planning	NOUN
ajceb-8885	329	36	and	and	CCONJ
ajceb-8885	329	37	execution	execution	NOUN
ajceb-8885	329	38	.	.	PUNCT
ajceb-8885	330	1	this	this	PRON
ajceb-8885	330	2	contradicts	contradict	VERB
ajceb-8885	330	3	the	the	DET
ajceb-8885	330	4	positions	position	NOUN
ajceb-8885	330	5	of	of	ADP
ajceb-8885	330	6	owusu	owusu	PROPN
ajceb-8885	330	7	,	,	PUNCT
ajceb-8885	330	8	et	et	PROPN
ajceb-8885	330	9	al	al	PROPN
ajceb-8885	330	10	.	.	PROPN
ajceb-8885	331	1	(	(	PUNCT
ajceb-8885	331	2	2019	2019	NUM
ajceb-8885	331	3	)	)	PUNCT
ajceb-8885	331	4	,	,	PUNCT
ajceb-8885	331	5	lehtinen	lehtinen	PROPN
ajceb-8885	331	6	,	,	PUNCT
ajceb-8885	331	7	et	et	PROPN
ajceb-8885	331	8	al	al	PROPN
ajceb-8885	331	9	.	.	PROPN
ajceb-8885	331	10	(	(	PUNCT
ajceb-8885	331	11	2022	2022	NUM
ajceb-8885	331	12	)	)	PUNCT
ajceb-8885	331	13	,	,	PUNCT
ajceb-8885	331	14	mackey	mackey	PROPN
ajceb-8885	331	15	and	and	CCONJ
ajceb-8885	331	16	cuomo	cuomo	PROPN
ajceb-8885	331	17	(	(	PUNCT
ajceb-8885	331	18	2020	2020	NUM
ajceb-8885	331	19	)	)	PUNCT
ajceb-8885	331	20	,	,	PUNCT
ajceb-8885	331	21	afolabi	afolabi	NOUN
ajceb-8885	331	22	,	,	PUNCT
ajceb-8885	331	23	et	et	PROPN
ajceb-8885	331	24	al	al	PROPN
ajceb-8885	331	25	.	.	PROPN
ajceb-8885	331	26	(	(	PUNCT
ajceb-8885	331	27	2020	2020	NUM
ajceb-8885	331	28	)	)	PUNCT
ajceb-8885	331	29	,	,	PUNCT
ajceb-8885	331	30	hetami	hetami	NOUN
ajceb-8885	331	31	and	and	CCONJ
ajceb-8885	331	32	aransyah	aransyah	PROPN
ajceb-8885	331	33	(	(	PUNCT
ajceb-8885	331	34	2020	2020	NUM
ajceb-8885	331	35	)	)	PUNCT
ajceb-8885	331	36	,	,	PUNCT
ajceb-8885	331	37	and	and	CCONJ
ajceb-8885	331	38	sichombo	sichombo	NOUN
ajceb-8885	331	39	,	,	PUNCT
ajceb-8885	331	40	et	et	PROPN
ajceb-8885	331	41	al	al	PROPN
ajceb-8885	331	42	.	.	PUNCT
ajceb-8885	331	43	(	(	PUNCT
ajceb-8885	331	44	2009	2009	NUM
ajceb-8885	331	45	)	)	PUNCT
ajceb-8885	331	46	.	.	PUNCT
ajceb-8885	332	1	in	in	ADP
ajceb-8885	332	2	the	the	DET
ajceb-8885	332	3	sacs	sac	NOUN
ajceb-8885	332	4	classification	classification	NOUN
ajceb-8885	332	5	,	,	PUNCT
ajceb-8885	332	6	the	the	DET
ajceb-8885	332	7	weak	weak	ADJ
ajceb-8885	332	8	association	association	NOUN
ajceb-8885	332	9	between	between	ADP
ajceb-8885	332	10	increased	increase	VERB
ajceb-8885	332	11	information	information	NOUN
ajceb-8885	332	12	access	access	NOUN
ajceb-8885	332	13	and	and	CCONJ
ajceb-8885	332	14	bribery	bribery	NOUN
ajceb-8885	332	15	suggested	suggest	VERB
ajceb-8885	332	16	that	that	SCONJ
ajceb-8885	332	17	increased	increase	VERB
ajceb-8885	332	18	information	information	NOUN
ajceb-8885	332	19	access	access	NOUN
ajceb-8885	332	20	is	be	AUX
ajceb-8885	332	21	the	the	DET
ajceb-8885	332	22	only	only	ADJ
ajceb-8885	332	23	sacs	sac	NOUN
ajceb-8885	332	24	that	that	PRON
ajceb-8885	332	25	is	be	AUX
ajceb-8885	332	26	helpful	helpful	ADJ
ajceb-8885	332	27	in	in	ADP
ajceb-8885	332	28	the	the	DET
ajceb-8885	332	29	battle	battle	NOUN
ajceb-8885	332	30	against	against	ADP
ajceb-8885	332	31	bribery	bribery	NOUN
ajceb-8885	332	32	.	.	PUNCT
ajceb-8885	333	1	the	the	DET
ajceb-8885	333	2	effects	effect	NOUN
ajceb-8885	333	3	of	of	ADP
ajceb-8885	333	4	the	the	DET
ajceb-8885	333	5	whistleblower	whistleblower	NOUN
ajceb-8885	333	6	policy	policy	NOUN
ajceb-8885	333	7	and	and	CCONJ
ajceb-8885	333	8	the	the	DET
ajceb-8885	333	9	treasury	treasury	PROPN
ajceb-8885	333	10	single	single	ADJ
ajceb-8885	333	11	account	account	NOUN
ajceb-8885	333	12	on	on	ADP
ajceb-8885	333	13	manifestations	manifestation	NOUN
ajceb-8885	333	14	of	of	ADP
ajceb-8885	333	15	corruption	corruption	NOUN
ajceb-8885	333	16	in	in	ADP
ajceb-8885	333	17	project	project	NOUN
ajceb-8885	333	18	planning	planning	NOUN
ajceb-8885	333	19	and	and	CCONJ
ajceb-8885	333	20	execution	execution	NOUN
ajceb-8885	333	21	were	be	AUX
ajceb-8885	333	22	exceptionally	exceptionally	ADV
ajceb-8885	333	23	weak	weak	ADJ
ajceb-8885	333	24	and	and	CCONJ
ajceb-8885	333	25	restricted	restrict	VERB
ajceb-8885	333	26	to	to	ADP
ajceb-8885	333	27	tax	tax	NOUN
ajceb-8885	333	28	evasion	evasion	NOUN
ajceb-8885	333	29	,	,	PUNCT
ajceb-8885	333	30	falsely	falsely	ADV
ajceb-8885	333	31	increasing	increase	VERB
ajceb-8885	333	32	the	the	DET
ajceb-8885	333	33	quantities	quantity	NOUN
ajceb-8885	333	34	of	of	ADP
ajceb-8885	333	35	certified	certify	VERB
ajceb-8885	333	36	works	work	NOUN
ajceb-8885	333	37	,	,	PUNCT
ajceb-8885	333	38	influence	influence	NOUN
ajceb-8885	333	39	peddling	peddling	NOUN
ajceb-8885	333	40	,	,	PUNCT
ajceb-8885	333	41	solicitation	solicitation	NOUN
ajceb-8885	333	42	,	,	PUNCT
ajceb-8885	333	43	and	and	CCONJ
ajceb-8885	333	44	non	non	ADJ
ajceb-8885	333	45	-	-	NOUN
ajceb-8885	333	46	compliance	compliance	NOUN
ajceb-8885	333	47	with	with	ADP
ajceb-8885	333	48	contracts	contract	NOUN
ajceb-8885	333	49	.	.	PUNCT
ajceb-8885	334	1	the	the	DET
ajceb-8885	334	2	oluseye	oluseye	NOUN
ajceb-8885	334	3	et	et	PROPN
ajceb-8885	334	4	al	al	PROPN
ajceb-8885	334	5	.	.	PUNCT
ajceb-8885	334	6	construction	construction	NOUN
ajceb-8885	334	7	economics	economic	NOUN
ajceb-8885	334	8	and	and	CCONJ
ajceb-8885	334	9	building	building	NOUN
ajceb-8885	334	10	,	,	PUNCT
ajceb-8885	334	11	vol	vol	NOUN
ajceb-8885	334	12	.	.	PROPN
ajceb-8885	334	13	23	23	NUM
ajceb-8885	334	14	,	,	PUNCT
ajceb-8885	334	15	no	no	INTJ
ajceb-8885	334	16	.	.	NOUN
ajceb-8885	335	1	3/4	3/4	NUM
ajceb-8885	335	2	december	december	PROPN
ajceb-8885	335	3	2023202	2023202	NUM
ajceb-8885	335	4	findings	finding	NOUN
ajceb-8885	335	5	additionally	additionally	ADV
ajceb-8885	335	6	demonstrated	demonstrate	VERB
ajceb-8885	335	7	that	that	SCONJ
ajceb-8885	335	8	every	every	DET
ajceb-8885	335	9	one	one	NUM
ajceb-8885	335	10	of	of	ADP
ajceb-8885	335	11	the	the	DET
ajceb-8885	335	12	sacs	sac	NOUN
ajceb-8885	335	13	is	be	AUX
ajceb-8885	335	14	valuable	valuable	ADJ
ajceb-8885	335	15	as	as	ADP
ajceb-8885	335	16	anti	anti	ADJ
ajceb-8885	335	17	-	-	ADJ
ajceb-8885	335	18	corruption	corruption	ADJ
ajceb-8885	335	19	measures	measure	NOUN
ajceb-8885	335	20	in	in	ADP
ajceb-8885	335	21	project	project	NOUN
ajceb-8885	335	22	planning	planning	NOUN
ajceb-8885	335	23	and	and	CCONJ
ajceb-8885	335	24	execution	execution	NOUN
ajceb-8885	335	25	,	,	PUNCT
ajceb-8885	335	26	but	but	CCONJ
ajceb-8885	335	27	increased	increase	VERB
ajceb-8885	335	28	information	information	NOUN
ajceb-8885	335	29	access	access	NOUN
ajceb-8885	335	30	is	be	AUX
ajceb-8885	335	31	the	the	DET
ajceb-8885	335	32	most	most	ADV
ajceb-8885	335	33	useful	useful	ADJ
ajceb-8885	335	34	system	system	NOUN
ajceb-8885	335	35	(	(	PUNCT
ajceb-8885	335	36	dza	dza	PROPN
ajceb-8885	335	37	,	,	PUNCT
ajceb-8885	335	38	et	et	PROPN
ajceb-8885	335	39	al	al	PROPN
ajceb-8885	335	40	.	.	PROPN
ajceb-8885	335	41	,	,	PUNCT
ajceb-8885	335	42	2018	2018	NUM
ajceb-8885	335	43	;	;	PUNCT
ajceb-8885	335	44	aduwo	aduwo	PROPN
ajceb-8885	335	45	,	,	PUNCT
ajceb-8885	335	46	et	et	PROPN
ajceb-8885	335	47	al	al	PROPN
ajceb-8885	335	48	.	.	PROPN
ajceb-8885	335	49	,	,	PUNCT
ajceb-8885	335	50	2020	2020	NUM
ajceb-8885	335	51	)	)	PUNCT
ajceb-8885	335	52	.	.	PUNCT
ajceb-8885	336	1	strategic	strategic	ADJ
ajceb-8885	336	2	measures	measure	NOUN
ajceb-8885	336	3	that	that	PRON
ajceb-8885	336	4	would	would	AUX
ajceb-8885	336	5	altogether	altogether	ADV
ajceb-8885	336	6	lessen	lessen	VERB
ajceb-8885	336	7	manifestations	manifestation	NOUN
ajceb-8885	336	8	of	of	ADP
ajceb-8885	336	9	corruption	corruption	NOUN
ajceb-8885	336	10	in	in	ADP
ajceb-8885	336	11	project	project	NOUN
ajceb-8885	336	12	planning	planning	NOUN
ajceb-8885	336	13	and	and	CCONJ
ajceb-8885	336	14	execution	execution	NOUN
ajceb-8885	336	15	are	be	AUX
ajceb-8885	336	16	increased	increase	VERB
ajceb-8885	336	17	information	information	NOUN
ajceb-8885	336	18	access	access	NOUN
ajceb-8885	336	19	,	,	PUNCT
ajceb-8885	336	20	a	a	DET
ajceb-8885	336	21	cashless	cashless	NOUN
ajceb-8885	336	22	policy	policy	NOUN
ajceb-8885	336	23	,	,	PUNCT
ajceb-8885	336	24	due	due	ADJ
ajceb-8885	336	25	process	process	NOUN
ajceb-8885	336	26	,	,	PUNCT
ajceb-8885	336	27	and	and	CCONJ
ajceb-8885	336	28	political	political	ADJ
ajceb-8885	336	29	accountability	accountability	NOUN
ajceb-8885	336	30	.	.	PUNCT
ajceb-8885	337	1	increased	increase	VERB
ajceb-8885	337	2	information	information	NOUN
ajceb-8885	337	3	access	access	NOUN
ajceb-8885	337	4	,	,	PUNCT
ajceb-8885	337	5	as	as	SCONJ
ajceb-8885	337	6	demonstrated	demonstrate	VERB
ajceb-8885	337	7	by	by	ADP
ajceb-8885	337	8	the	the	DET
ajceb-8885	337	9	findings	finding	NOUN
ajceb-8885	337	10	,	,	PUNCT
ajceb-8885	337	11	would	would	AUX
ajceb-8885	337	12	decisively	decisively	ADV
ajceb-8885	337	13	forestall	forestall	VERB
ajceb-8885	337	14	kickbacks	kickback	NOUN
ajceb-8885	337	15	,	,	PUNCT
ajceb-8885	337	16	conditions	condition	NOUN
ajceb-8885	337	17	of	of	ADP
ajceb-8885	337	18	contracts	contract	NOUN
ajceb-8885	337	19	with	with	ADP
ajceb-8885	337	20	vague	vague	ADJ
ajceb-8885	337	21	terms	term	NOUN
ajceb-8885	337	22	of	of	ADP
ajceb-8885	337	23	reference	reference	NOUN
ajceb-8885	337	24	,	,	PUNCT
ajceb-8885	337	25	increased	increase	VERB
ajceb-8885	337	26	variation	variation	NOUN
ajceb-8885	337	27	claims	claim	NOUN
ajceb-8885	337	28	,	,	PUNCT
ajceb-8885	337	29	solicitation	solicitation	NOUN
ajceb-8885	337	30	,	,	PUNCT
ajceb-8885	337	31	dishonesty	dishonesty	NOUN
ajceb-8885	337	32	,	,	PUNCT
ajceb-8885	337	33	money	money	NOUN
ajceb-8885	337	34	laundering	laundering	NOUN
ajceb-8885	337	35	,	,	PUNCT
ajceb-8885	337	36	and	and	CCONJ
ajceb-8885	337	37	the	the	DET
ajceb-8885	337	38	leaking	leaking	NOUN
ajceb-8885	337	39	of	of	ADP
ajceb-8885	337	40	the	the	DET
ajceb-8885	337	41	lowest	low	ADJ
ajceb-8885	337	42	price	price	NOUN
ajceb-8885	337	43	to	to	ADP
ajceb-8885	337	44	the	the	DET
ajceb-8885	337	45	preferred	preferred	ADJ
ajceb-8885	337	46	contractor	contractor	NOUN
ajceb-8885	337	47	.	.	PUNCT
ajceb-8885	338	1	a	a	DET
ajceb-8885	338	2	cashless	cashless	NOUN
ajceb-8885	338	3	policy	policy	NOUN
ajceb-8885	338	4	would	would	AUX
ajceb-8885	338	5	sufficiently	sufficiently	ADV
ajceb-8885	338	6	guarantee	guarantee	VERB
ajceb-8885	338	7	social	social	ADJ
ajceb-8885	338	8	accountability	accountability	NOUN
ajceb-8885	338	9	and	and	CCONJ
ajceb-8885	338	10	prevent	prevent	VERB
ajceb-8885	338	11	tax	tax	NOUN
ajceb-8885	338	12	evasion	evasion	NOUN
ajceb-8885	338	13	(	(	PUNCT
ajceb-8885	338	14	afolabi	afolabi	NOUN
ajceb-8885	338	15	,	,	PUNCT
ajceb-8885	338	16	et	et	PROPN
ajceb-8885	338	17	al	al	PROPN
ajceb-8885	338	18	.	.	PROPN
ajceb-8885	338	19	,	,	PUNCT
ajceb-8885	338	20	2020	2020	NUM
ajceb-8885	338	21	)	)	PUNCT
ajceb-8885	338	22	.	.	PUNCT
ajceb-8885	339	1	to	to	ADP
ajceb-8885	339	2	a	a	DET
ajceb-8885	339	3	moderate	moderate	ADJ
ajceb-8885	339	4	degree	degree	NOUN
ajceb-8885	339	5	,	,	PUNCT
ajceb-8885	339	6	political	political	ADJ
ajceb-8885	339	7	accountability	accountability	NOUN
ajceb-8885	339	8	will	will	AUX
ajceb-8885	339	9	decisively	decisively	ADV
ajceb-8885	339	10	lessen	lessen	VERB
ajceb-8885	339	11	collusion	collusion	NOUN
ajceb-8885	339	12	and	and	CCONJ
ajceb-8885	339	13	embezzlement	embezzlement	NOUN
ajceb-8885	339	14	.	.	PUNCT
ajceb-8885	340	1	with	with	ADP
ajceb-8885	340	2	due	due	ADJ
ajceb-8885	340	3	process	process	NOUN
ajceb-8885	340	4	,	,	PUNCT
ajceb-8885	340	5	there	there	PRON
ajceb-8885	340	6	is	be	VERB
ajceb-8885	340	7	a	a	DET
ajceb-8885	340	8	chance	chance	NOUN
ajceb-8885	340	9	to	to	PART
ajceb-8885	340	10	tolerably	tolerably	ADV
ajceb-8885	340	11	forestall	forestall	VERB
ajceb-8885	340	12	imprudence	imprudence	NOUN
ajceb-8885	340	13	in	in	ADP
ajceb-8885	340	14	project	project	NOUN
ajceb-8885	340	15	planning	planning	NOUN
ajceb-8885	340	16	and	and	CCONJ
ajceb-8885	340	17	execution	execution	NOUN
ajceb-8885	340	18	.	.	PUNCT
ajceb-8885	341	1	conclusions	conclusion	NOUN
ajceb-8885	341	2	this	this	DET
ajceb-8885	341	3	study	study	NOUN
ajceb-8885	341	4	investigated	investigate	VERB
ajceb-8885	341	5	the	the	DET
ajceb-8885	341	6	inverse	inverse	NOUN
ajceb-8885	341	7	relationship	relationship	NOUN
ajceb-8885	341	8	between	between	ADP
ajceb-8885	341	9	anti	anti	ADJ
ajceb-8885	341	10	-	-	ADJ
ajceb-8885	341	11	corruption	corruption	ADJ
ajceb-8885	341	12	systems	system	NOUN
ajceb-8885	341	13	’	'	PUNCT
ajceb-8885	341	14	logic	logic	NOUN
ajceb-8885	341	15	and	and	CCONJ
ajceb-8885	341	16	corruption	corruption	NOUN
ajceb-8885	341	17	manifestations	manifestation	NOUN
ajceb-8885	341	18	in	in	ADP
ajceb-8885	341	19	project	project	NOUN
ajceb-8885	341	20	planning	planning	NOUN
ajceb-8885	341	21	and	and	CCONJ
ajceb-8885	341	22	execution	execution	NOUN
ajceb-8885	341	23	.	.	PUNCT
ajceb-8885	342	1	based	base	VERB
ajceb-8885	342	2	on	on	ADP
ajceb-8885	342	3	the	the	DET
ajceb-8885	342	4	findings	finding	NOUN
ajceb-8885	342	5	,	,	PUNCT
ajceb-8885	342	6	the	the	DET
ajceb-8885	342	7	study	study	NOUN
ajceb-8885	342	8	’s	’s	PART
ajceb-8885	342	9	proposition	proposition	NOUN
ajceb-8885	342	10	that	that	SCONJ
ajceb-8885	342	11	anti	anti	ADJ
ajceb-8885	342	12	-	-	ADJ
ajceb-8885	342	13	corruption	corruption	ADJ
ajceb-8885	342	14	systems	system	NOUN
ajceb-8885	342	15	with	with	ADP
ajceb-8885	342	16	outstanding	outstanding	ADJ
ajceb-8885	342	17	logic	logic	NOUN
ajceb-8885	342	18	have	have	AUX
ajceb-8885	342	19	a	a	DET
ajceb-8885	342	20	very	very	ADV
ajceb-8885	342	21	strong	strong	ADJ
ajceb-8885	342	22	effect	effect	NOUN
ajceb-8885	342	23	on	on	ADP
ajceb-8885	342	24	corruption	corruption	NOUN
ajceb-8885	342	25	manifestations	manifestation	NOUN
ajceb-8885	342	26	in	in	ADP
ajceb-8885	342	27	project	project	NOUN
ajceb-8885	342	28	planning	planning	NOUN
ajceb-8885	342	29	and	and	CCONJ
ajceb-8885	342	30	execution	execution	NOUN
ajceb-8885	342	31	was	be	AUX
ajceb-8885	342	32	met	meet	VERB
ajceb-8885	342	33	by	by	ADP
ajceb-8885	342	34	pacs	pac	NOUN
ajceb-8885	342	35	(	(	PUNCT
ajceb-8885	342	36	contractual	contractual	ADJ
ajceb-8885	342	37	compliance	compliance	NOUN
ajceb-8885	342	38	and	and	CCONJ
ajceb-8885	342	39	financial	financial	ADJ
ajceb-8885	342	40	accountability	accountability	NOUN
ajceb-8885	342	41	)	)	PUNCT
ajceb-8885	342	42	.	.	PUNCT
ajceb-8885	343	1	the	the	DET
ajceb-8885	343	2	postulation	postulation	NOUN
ajceb-8885	343	3	that	that	SCONJ
ajceb-8885	343	4	anti	anti	ADJ
ajceb-8885	343	5	-	-	ADJ
ajceb-8885	343	6	corruption	corruption	ADJ
ajceb-8885	343	7	systems	system	NOUN
ajceb-8885	343	8	with	with	ADP
ajceb-8885	343	9	good	good	ADJ
ajceb-8885	343	10	logic	logic	NOUN
ajceb-8885	343	11	have	have	AUX
ajceb-8885	343	12	a	a	DET
ajceb-8885	343	13	moderately	moderately	ADV
ajceb-8885	343	14	strong	strong	ADJ
ajceb-8885	343	15	effect	effect	NOUN
ajceb-8885	343	16	on	on	ADP
ajceb-8885	343	17	corruption	corruption	NOUN
ajceb-8885	343	18	manifestations	manifestation	NOUN
ajceb-8885	343	19	in	in	ADP
ajceb-8885	343	20	project	project	NOUN
ajceb-8885	343	21	planning	planning	NOUN
ajceb-8885	343	22	and	and	CCONJ
ajceb-8885	343	23	execution	execution	NOUN
ajceb-8885	343	24	was	be	AUX
ajceb-8885	343	25	fulfilled	fulfil	VERB
ajceb-8885	343	26	by	by	ADP
ajceb-8885	343	27	pacs	pac	NOUN
ajceb-8885	343	28	(	(	PUNCT
ajceb-8885	343	29	international	international	ADJ
ajceb-8885	343	30	and	and	CCONJ
ajceb-8885	343	31	national	national	ADJ
ajceb-8885	343	32	standards	standard	NOUN
ajceb-8885	343	33	and	and	CCONJ
ajceb-8885	343	34	kpis	kpis	NOUN
ajceb-8885	343	35	)	)	PUNCT
ajceb-8885	343	36	,	,	PUNCT
ajceb-8885	343	37	racs	rac	NOUN
ajceb-8885	343	38	(	(	PUNCT
ajceb-8885	343	39	oversight	oversight	NOUN
ajceb-8885	343	40	by	by	ADP
ajceb-8885	343	41	ngos	ngo	NOUN
ajceb-8885	343	42	)	)	PUNCT
ajceb-8885	343	43	,	,	PUNCT
ajceb-8885	343	44	and	and	CCONJ
ajceb-8885	343	45	sacs	sac	NOUN
ajceb-8885	343	46	(	(	PUNCT
ajceb-8885	343	47	increased	increase	VERB
ajceb-8885	343	48	information	information	NOUN
ajceb-8885	343	49	access	access	NOUN
ajceb-8885	343	50	)	)	PUNCT
ajceb-8885	343	51	.	.	PUNCT
ajceb-8885	344	1	the	the	DET
ajceb-8885	344	2	hypothesis	hypothesis	NOUN
ajceb-8885	344	3	that	that	SCONJ
ajceb-8885	344	4	anti	anti	ADJ
ajceb-8885	344	5	-	-	ADJ
ajceb-8885	344	6	corruption	corruption	ADJ
ajceb-8885	344	7	systems	system	NOUN
ajceb-8885	344	8	with	with	ADP
ajceb-8885	344	9	fair	fair	ADJ
ajceb-8885	344	10	logic	logic	NOUN
ajceb-8885	344	11	have	have	VERB
ajceb-8885	344	12	a	a	DET
ajceb-8885	344	13	weak	weak	ADJ
ajceb-8885	344	14	effect	effect	NOUN
ajceb-8885	344	15	on	on	ADP
ajceb-8885	344	16	corruption	corruption	NOUN
ajceb-8885	344	17	manifestation	manifestation	NOUN
ajceb-8885	344	18	in	in	ADP
ajceb-8885	344	19	project	project	NOUN
ajceb-8885	344	20	planning	planning	NOUN
ajceb-8885	344	21	and	and	CCONJ
ajceb-8885	344	22	execution	execution	NOUN
ajceb-8885	344	23	was	be	AUX
ajceb-8885	344	24	met	meet	VERB
ajceb-8885	344	25	by	by	ADP
ajceb-8885	344	26	pacs	pac	NOUN
ajceb-8885	344	27	(	(	PUNCT
ajceb-8885	344	28	records	record	NOUN
ajceb-8885	344	29	management	management	NOUN
ajceb-8885	344	30	and	and	CCONJ
ajceb-8885	344	31	ethical	ethical	ADJ
ajceb-8885	344	32	code	code	NOUN
ajceb-8885	344	33	)	)	PUNCT
ajceb-8885	344	34	,	,	PUNCT
ajceb-8885	344	35	racs	rac	NOUN
ajceb-8885	344	36	(	(	PUNCT
ajceb-8885	344	37	sustainable	sustainable	ADJ
ajceb-8885	344	38	investigative	investigative	ADJ
ajceb-8885	344	39	capacity	capacity	NOUN
ajceb-8885	344	40	)	)	PUNCT
ajceb-8885	344	41	,	,	PUNCT
ajceb-8885	344	42	and	and	CCONJ
ajceb-8885	344	43	sacs	sac	NOUN
ajceb-8885	344	44	(	(	PUNCT
ajceb-8885	344	45	e	e	NOUN
ajceb-8885	344	46	-	-	NOUN
ajceb-8885	344	47	procurement	procurement	ADJ
ajceb-8885	344	48	,	,	PUNCT
ajceb-8885	344	49	political	political	ADJ
ajceb-8885	344	50	accountability	accountability	NOUN
ajceb-8885	344	51	,	,	PUNCT
ajceb-8885	344	52	social	social	ADJ
ajceb-8885	344	53	accountability	accountability	NOUN
ajceb-8885	344	54	,	,	PUNCT
ajceb-8885	344	55	economic	economic	ADJ
ajceb-8885	344	56	accountability	accountability	NOUN
ajceb-8885	344	57	,	,	PUNCT
ajceb-8885	344	58	cashless	cashless	NOUN
ajceb-8885	344	59	policy	policy	NOUN
ajceb-8885	344	60	,	,	PUNCT
ajceb-8885	344	61	and	and	CCONJ
ajceb-8885	344	62	due	due	ADJ
ajceb-8885	344	63	process	process	NOUN
ajceb-8885	344	64	in	in	ADP
ajceb-8885	344	65	public	public	ADJ
ajceb-8885	344	66	procurement	procurement	NOUN
ajceb-8885	344	67	)	)	PUNCT
ajceb-8885	344	68	.	.	PUNCT
ajceb-8885	345	1	the	the	DET
ajceb-8885	345	2	postulation	postulation	NOUN
ajceb-8885	345	3	that	that	SCONJ
ajceb-8885	345	4	anti	anti	ADJ
ajceb-8885	345	5	-	-	ADJ
ajceb-8885	345	6	corruption	corruption	ADJ
ajceb-8885	345	7	systems	system	NOUN
ajceb-8885	345	8	with	with	ADP
ajceb-8885	345	9	poor	poor	ADJ
ajceb-8885	345	10	logic	logic	NOUN
ajceb-8885	345	11	have	have	AUX
ajceb-8885	345	12	a	a	DET
ajceb-8885	345	13	very	very	ADV
ajceb-8885	345	14	weak	weak	ADJ
ajceb-8885	345	15	effect	effect	NOUN
ajceb-8885	345	16	on	on	ADP
ajceb-8885	345	17	corruption	corruption	NOUN
ajceb-8885	345	18	manifestation	manifestation	NOUN
ajceb-8885	345	19	in	in	ADP
ajceb-8885	345	20	project	project	NOUN
ajceb-8885	345	21	planning	planning	NOUN
ajceb-8885	345	22	and	and	CCONJ
ajceb-8885	345	23	execution	execution	NOUN
ajceb-8885	345	24	was	be	AUX
ajceb-8885	345	25	fulfilled	fulfil	VERB
ajceb-8885	345	26	by	by	ADP
ajceb-8885	345	27	pacs	pac	NOUN
ajceb-8885	345	28	(	(	PUNCT
ajceb-8885	345	29	financial	financial	ADJ
ajceb-8885	345	30	auditing	auditing	NOUN
ajceb-8885	345	31	,	,	PUNCT
ajceb-8885	345	32	contract	contract	NOUN
ajceb-8885	345	33	monitoring	monitoring	NOUN
ajceb-8885	345	34	,	,	PUNCT
ajceb-8885	345	35	project	project	NOUN
ajceb-8885	345	36	governance	governance	NOUN
ajceb-8885	345	37	,	,	PUNCT
ajceb-8885	345	38	transaction	transaction	NOUN
ajceb-8885	345	39	analysis	analysis	NOUN
ajceb-8885	345	40	,	,	PUNCT
ajceb-8885	345	41	technical	technical	ADJ
ajceb-8885	345	42	auditing	auditing	NOUN
ajceb-8885	345	43	)	)	PUNCT
ajceb-8885	345	44	,	,	PUNCT
ajceb-8885	345	45	racs	rac	NOUN
ajceb-8885	345	46	(	(	PUNCT
ajceb-8885	345	47	investigation	investigation	NOUN
ajceb-8885	345	48	and	and	CCONJ
ajceb-8885	345	49	enforcement	enforcement	NOUN
ajceb-8885	345	50	,	,	PUNCT
ajceb-8885	345	51	contractor	contractor	NOUN
ajceb-8885	345	52	blacklisting	blacklisting	NOUN
ajceb-8885	345	53	and	and	CCONJ
ajceb-8885	345	54	de	de	NOUN
ajceb-8885	345	55	-	-	NOUN
ajceb-8885	345	56	registration	registration	NOUN
ajceb-8885	345	57	,	,	PUNCT
ajceb-8885	345	58	licence	licence	NOUN
ajceb-8885	345	59	revocation	revocation	NOUN
ajceb-8885	345	60	)	)	PUNCT
ajceb-8885	345	61	,	,	PUNCT
ajceb-8885	345	62	and	and	CCONJ
ajceb-8885	345	63	sacs	sac	NOUN
ajceb-8885	345	64	(	(	PUNCT
ajceb-8885	345	65	ippis	ippis	PROPN
ajceb-8885	345	66	,	,	PUNCT
ajceb-8885	345	67	whistleblower	whistleblower	NOUN
ajceb-8885	345	68	policy	policy	NOUN
ajceb-8885	345	69	,	,	PUNCT
ajceb-8885	345	70	treasury	treasury	PROPN
ajceb-8885	345	71	single	single	ADJ
ajceb-8885	345	72	account	account	NOUN
ajceb-8885	345	73	)	)	PUNCT
ajceb-8885	345	74	.	.	PUNCT
ajceb-8885	346	1	thus	thus	ADV
ajceb-8885	346	2	,	,	PUNCT
ajceb-8885	346	3	this	this	DET
ajceb-8885	346	4	study	study	NOUN
ajceb-8885	346	5	concludes	conclude	VERB
ajceb-8885	346	6	that	that	SCONJ
ajceb-8885	346	7	pacs	pac	NOUN
ajceb-8885	346	8	are	be	AUX
ajceb-8885	346	9	more	more	ADV
ajceb-8885	346	10	effective	effective	ADJ
ajceb-8885	346	11	than	than	ADP
ajceb-8885	346	12	racs	rac	NOUN
ajceb-8885	346	13	and	and	CCONJ
ajceb-8885	346	14	sacs	sac	NOUN
ajceb-8885	346	15	.	.	PUNCT
ajceb-8885	347	1	pacs	pac	NOUN
ajceb-8885	347	2	would	would	AUX
ajceb-8885	347	3	unequivocally	unequivocally	ADV
ajceb-8885	347	4	impact	impact	VERB
ajceb-8885	347	5	corruption	corruption	NOUN
ajceb-8885	347	6	manifestations	manifestation	NOUN
ajceb-8885	347	7	in	in	ADP
ajceb-8885	347	8	the	the	DET
ajceb-8885	347	9	construction	construction	NOUN
ajceb-8885	347	10	sector	sector	NOUN
ajceb-8885	347	11	.	.	PUNCT
ajceb-8885	348	1	these	these	DET
ajceb-8885	348	2	systems	system	NOUN
ajceb-8885	348	3	would	would	AUX
ajceb-8885	348	4	fundamentally	fundamentally	ADV
ajceb-8885	348	5	decrease	decrease	VERB
ajceb-8885	348	6	corruption	corruption	NOUN
ajceb-8885	348	7	in	in	ADP
ajceb-8885	348	8	the	the	DET
ajceb-8885	348	9	construction	construction	NOUN
ajceb-8885	348	10	sector	sector	NOUN
ajceb-8885	348	11	whenever	whenever	SCONJ
ajceb-8885	348	12	they	they	PRON
ajceb-8885	348	13	were	be	AUX
ajceb-8885	348	14	joined	join	VERB
ajceb-8885	348	15	with	with	ADP
ajceb-8885	348	16	racs	rac	NOUN
ajceb-8885	348	17	and	and	CCONJ
ajceb-8885	348	18	sacs	sac	NOUN
ajceb-8885	348	19	with	with	ADP
ajceb-8885	348	20	good	good	ADJ
ajceb-8885	348	21	logic	logic	NOUN
ajceb-8885	348	22	,	,	PUNCT
ajceb-8885	348	23	such	such	ADJ
ajceb-8885	348	24	as	as	ADP
ajceb-8885	348	25	oversight	oversight	NOUN
ajceb-8885	348	26	by	by	ADP
ajceb-8885	348	27	ngos	ngo	NOUN
ajceb-8885	348	28	and	and	CCONJ
ajceb-8885	348	29	increased	increase	VERB
ajceb-8885	348	30	information	information	NOUN
ajceb-8885	348	31	access	access	NOUN
ajceb-8885	348	32	.	.	PUNCT
ajceb-8885	349	1	increased	increase	VERB
ajceb-8885	349	2	information	information	NOUN
ajceb-8885	349	3	access	access	NOUN
ajceb-8885	349	4	was	be	AUX
ajceb-8885	349	5	established	establish	VERB
ajceb-8885	349	6	as	as	ADP
ajceb-8885	349	7	an	an	DET
ajceb-8885	349	8	anti	anti	ADJ
ajceb-8885	349	9	-	-	ADJ
ajceb-8885	349	10	corruption	corruption	ADJ
ajceb-8885	349	11	system	system	NOUN
ajceb-8885	349	12	that	that	PRON
ajceb-8885	349	13	is	be	AUX
ajceb-8885	349	14	logically	logically	ADV
ajceb-8885	349	15	good	good	ADJ
ajceb-8885	349	16	since	since	SCONJ
ajceb-8885	349	17	it	it	PRON
ajceb-8885	349	18	centres	centre	VERB
ajceb-8885	349	19	around	around	ADP
ajceb-8885	349	20	improving	improve	VERB
ajceb-8885	349	21	the	the	DET
ajceb-8885	349	22	integrity	integrity	NOUN
ajceb-8885	349	23	of	of	ADP
ajceb-8885	349	24	individuals	individual	NOUN
ajceb-8885	349	25	and	and	CCONJ
ajceb-8885	349	26	restitution	restitution	NOUN
ajceb-8885	349	27	and	and	CCONJ
ajceb-8885	349	28	would	would	AUX
ajceb-8885	349	29	affect	affect	VERB
ajceb-8885	349	30	corruption	corruption	NOUN
ajceb-8885	349	31	in	in	ADP
ajceb-8885	349	32	project	project	NOUN
ajceb-8885	349	33	planning	planning	NOUN
ajceb-8885	349	34	and	and	CCONJ
ajceb-8885	349	35	execution	execution	NOUN
ajceb-8885	349	36	.	.	PUNCT
ajceb-8885	350	1	considering	consider	VERB
ajceb-8885	350	2	the	the	DET
ajceb-8885	350	3	effectiveness	effectiveness	NOUN
ajceb-8885	350	4	of	of	ADP
ajceb-8885	350	5	oversight	oversight	NOUN
ajceb-8885	350	6	by	by	ADP
ajceb-8885	350	7	ngos	ngo	NOUN
ajceb-8885	350	8	in	in	ADP
ajceb-8885	350	9	combating	combat	VERB
ajceb-8885	350	10	corruption	corruption	NOUN
ajceb-8885	350	11	,	,	PUNCT
ajceb-8885	350	12	this	this	DET
ajceb-8885	350	13	study	study	NOUN
ajceb-8885	350	14	recommends	recommend	VERB
ajceb-8885	350	15	that	that	SCONJ
ajceb-8885	350	16	the	the	DET
ajceb-8885	350	17	independence	independence	NOUN
ajceb-8885	350	18	and	and	CCONJ
ajceb-8885	350	19	accountability	accountability	NOUN
ajceb-8885	350	20	of	of	ADP
ajceb-8885	350	21	ngos	ngo	NOUN
ajceb-8885	350	22	be	be	AUX
ajceb-8885	350	23	upgraded	upgrade	VERB
ajceb-8885	350	24	.	.	PUNCT
ajceb-8885	351	1	every	every	DET
ajceb-8885	351	2	one	one	NUM
ajceb-8885	351	3	of	of	ADP
ajceb-8885	351	4	the	the	DET
ajceb-8885	351	5	classifications	classification	NOUN
ajceb-8885	351	6	of	of	ADP
ajceb-8885	351	7	anticorruption	anticorruption	NOUN
ajceb-8885	351	8	systems	system	NOUN
ajceb-8885	351	9	is	be	AUX
ajceb-8885	351	10	not	not	PART
ajceb-8885	351	11	effective	effective	ADJ
ajceb-8885	351	12	against	against	ADP
ajceb-8885	351	13	bribery	bribery	NOUN
ajceb-8885	351	14	,	,	PUNCT
ajceb-8885	351	15	fraud	fraud	NOUN
ajceb-8885	351	16	,	,	PUNCT
ajceb-8885	351	17	or	or	CCONJ
ajceb-8885	351	18	poor	poor	ADJ
ajceb-8885	351	19	documentation	documentation	NOUN
ajceb-8885	351	20	.	.	PUNCT
ajceb-8885	352	1	future	future	ADJ
ajceb-8885	352	2	examinations	examination	NOUN
ajceb-8885	352	3	should	should	AUX
ajceb-8885	352	4	research	research	VERB
ajceb-8885	352	5	ways	way	NOUN
ajceb-8885	352	6	of	of	ADP
ajceb-8885	352	7	tending	tend	VERB
ajceb-8885	352	8	to	to	ADP
ajceb-8885	352	9	these	these	DET
ajceb-8885	352	10	corrupt	corrupt	ADJ
ajceb-8885	352	11	acts	act	NOUN
ajceb-8885	352	12	in	in	ADP
ajceb-8885	352	13	the	the	DET
ajceb-8885	352	14	construction	construction	NOUN
ajceb-8885	352	15	sector	sector	NOUN
ajceb-8885	352	16	.	.	PUNCT
ajceb-8885	353	1	this	this	DET
ajceb-8885	353	2	study	study	NOUN
ajceb-8885	353	3	has	have	AUX
ajceb-8885	353	4	made	make	VERB
ajceb-8885	353	5	a	a	DET
ajceb-8885	353	6	critical	critical	ADJ
ajceb-8885	353	7	contribution	contribution	NOUN
ajceb-8885	353	8	to	to	PART
ajceb-8885	353	9	knowledge	knowledge	NOUN
ajceb-8885	353	10	through	through	ADP
ajceb-8885	353	11	the	the	DET
ajceb-8885	353	12	finding	finding	NOUN
ajceb-8885	353	13	that	that	PRON
ajceb-8885	353	14	to	to	PART
ajceb-8885	353	15	altogether	altogether	ADV
ajceb-8885	353	16	decrease	decrease	VERB
ajceb-8885	353	17	corruption	corruption	NOUN
ajceb-8885	353	18	in	in	ADP
ajceb-8885	353	19	project	project	NOUN
ajceb-8885	353	20	planning	planning	NOUN
ajceb-8885	353	21	and	and	CCONJ
ajceb-8885	353	22	execution	execution	NOUN
ajceb-8885	353	23	,	,	PUNCT
ajceb-8885	353	24	attention	attention	NOUN
ajceb-8885	353	25	should	should	AUX
ajceb-8885	353	26	be	be	AUX
ajceb-8885	353	27	focused	focus	VERB
ajceb-8885	353	28	on	on	ADP
ajceb-8885	353	29	the	the	DET
ajceb-8885	353	30	logic	logic	NOUN
ajceb-8885	353	31	and	and	CCONJ
ajceb-8885	353	32	performance	performance	NOUN
ajceb-8885	353	33	of	of	ADP
ajceb-8885	353	34	anti	anti	ADJ
ajceb-8885	353	35	-	-	ADJ
ajceb-8885	353	36	corruption	corruption	ADJ
ajceb-8885	353	37	systems	system	NOUN
ajceb-8885	353	38	.	.	PUNCT
ajceb-8885	354	1	the	the	DET
ajceb-8885	354	2	anti	anti	ADJ
ajceb-8885	354	3	-	-	ADJ
ajceb-8885	354	4	corruption	corruption	ADJ
ajceb-8885	354	5	systems	system	NOUN
ajceb-8885	354	6	to	to	PART
ajceb-8885	354	7	focus	focus	VERB
ajceb-8885	354	8	on	on	ADP
ajceb-8885	354	9	are	be	AUX
ajceb-8885	354	10	contractual	contractual	ADJ
ajceb-8885	354	11	compliance	compliance	NOUN
ajceb-8885	354	12	,	,	PUNCT
ajceb-8885	354	13	financial	financial	ADJ
ajceb-8885	354	14	accountability	accountability	NOUN
ajceb-8885	354	15	,	,	PUNCT
ajceb-8885	354	16	kpis	kpis	PROPN
ajceb-8885	354	17	,	,	PUNCT
ajceb-8885	354	18	international	international	ADJ
ajceb-8885	354	19	and	and	CCONJ
ajceb-8885	354	20	national	national	ADJ
ajceb-8885	354	21	standards	standard	NOUN
ajceb-8885	354	22	,	,	PUNCT
ajceb-8885	354	23	oversight	oversight	NOUN
ajceb-8885	354	24	by	by	ADP
ajceb-8885	354	25	ngos	ngo	NOUN
ajceb-8885	354	26	,	,	PUNCT
ajceb-8885	354	27	and	and	CCONJ
ajceb-8885	354	28	increased	increase	VERB
ajceb-8885	354	29	information	information	NOUN
ajceb-8885	354	30	access	access	NOUN
ajceb-8885	354	31	.	.	PUNCT
ajceb-8885	355	1	also	also	ADV
ajceb-8885	355	2	,	,	PUNCT
ajceb-8885	355	3	this	this	DET
ajceb-8885	355	4	study	study	NOUN
ajceb-8885	355	5	has	have	AUX
ajceb-8885	355	6	made	make	VERB
ajceb-8885	355	7	known	know	VERB
ajceb-8885	355	8	the	the	DET
ajceb-8885	355	9	need	need	NOUN
ajceb-8885	355	10	to	to	PART
ajceb-8885	355	11	create	create	VERB
ajceb-8885	355	12	a	a	DET
ajceb-8885	355	13	framework	framework	NOUN
ajceb-8885	355	14	within	within	ADP
ajceb-8885	355	15	which	which	PRON
ajceb-8885	355	16	the	the	DET
ajceb-8885	355	17	planned	planned	ADJ
ajceb-8885	355	18	effect	effect	NOUN
ajceb-8885	355	19	of	of	ADP
ajceb-8885	355	20	anti	anti	ADJ
ajceb-8885	355	21	-	-	ADJ
ajceb-8885	355	22	corruption	corruption	ADJ
ajceb-8885	355	23	measures	measure	NOUN
ajceb-8885	355	24	can	can	AUX
ajceb-8885	355	25	be	be	AUX
ajceb-8885	355	26	seen	see	VERB
ajceb-8885	355	27	before	before	ADP
ajceb-8885	355	28	implementation	implementation	NOUN
ajceb-8885	355	29	.	.	PUNCT
ajceb-8885	356	1	this	this	DET
ajceb-8885	356	2	pre	pre	ADJ
ajceb-8885	356	3	-	-	ADJ
ajceb-8885	356	4	implementation	implementation	ADJ
ajceb-8885	356	5	profiling	profiling	NOUN
ajceb-8885	356	6	ought	ought	AUX
ajceb-8885	356	7	to	to	PART
ajceb-8885	356	8	reveal	reveal	VERB
ajceb-8885	356	9	the	the	DET
ajceb-8885	356	10	logic	logic	NOUN
ajceb-8885	356	11	of	of	ADP
ajceb-8885	356	12	the	the	DET
ajceb-8885	356	13	anti	anti	ADJ
ajceb-8885	356	14	-	-	ADJ
ajceb-8885	356	15	corruption	corruption	ADJ
ajceb-8885	356	16	measures	measure	NOUN
ajceb-8885	356	17	.	.	PUNCT
ajceb-8885	357	1	the	the	DET
ajceb-8885	357	2	study	study	NOUN
ajceb-8885	357	3	has	have	AUX
ajceb-8885	357	4	provided	provide	VERB
ajceb-8885	357	5	a	a	DET
ajceb-8885	357	6	mechanism	mechanism	NOUN
ajceb-8885	357	7	for	for	ADP
ajceb-8885	357	8	making	make	VERB
ajceb-8885	357	9	anticorruption	anticorruption	NOUN
ajceb-8885	357	10	programmes	programme	NOUN
ajceb-8885	357	11	methodical	methodical	ADJ
ajceb-8885	357	12	.	.	PUNCT
ajceb-8885	358	1	by	by	ADP
ajceb-8885	358	2	choosing	choose	VERB
ajceb-8885	358	3	anti	anti	ADJ
ajceb-8885	358	4	-	-	ADJ
ajceb-8885	358	5	corruption	corruption	ADJ
ajceb-8885	358	6	systems	system	NOUN
ajceb-8885	358	7	as	as	SCONJ
ajceb-8885	358	8	indicated	indicate	VERB
ajceb-8885	358	9	by	by	ADP
ajceb-8885	358	10	their	their	PRON
ajceb-8885	358	11	logic	logic	NOUN
ajceb-8885	358	12	and	and	CCONJ
ajceb-8885	358	13	viability	viability	NOUN
ajceb-8885	358	14	,	,	PUNCT
ajceb-8885	358	15	an	an	DET
ajceb-8885	358	16	anti	anti	ADJ
ajceb-8885	358	17	-	-	ADJ
ajceb-8885	358	18	corruption	corruption	ADJ
ajceb-8885	358	19	programme	programme	NOUN
ajceb-8885	358	20	could	could	AUX
ajceb-8885	358	21	be	be	AUX
ajceb-8885	358	22	planned	plan	VERB
ajceb-8885	358	23	to	to	PART
ajceb-8885	358	24	save	save	VERB
ajceb-8885	358	25	an	an	DET
ajceb-8885	358	26	individual	individual	NOUN
ajceb-8885	358	27	in	in	ADP
ajceb-8885	358	28	an	an	DET
ajceb-8885	358	29	inert	inert	ADJ
ajceb-8885	358	30	and	and	CCONJ
ajceb-8885	358	31	innately	innately	ADJ
ajceb-8885	358	32	oluseye	oluseye	NOUN
ajceb-8885	358	33	et	et	NOUN
ajceb-8885	358	34	al	al	PROPN
ajceb-8885	358	35	.	.	PUNCT
ajceb-8885	359	1	construction	construction	NOUN
ajceb-8885	359	2	economics	economic	NOUN
ajceb-8885	359	3	and	and	CCONJ
ajceb-8885	359	4	building	building	NOUN
ajceb-8885	359	5	,	,	PUNCT
ajceb-8885	359	6	vol	vol	NOUN
ajceb-8885	359	7	.	.	PROPN
ajceb-8885	359	8	23	23	NUM
ajceb-8885	359	9	,	,	PUNCT
ajceb-8885	359	10	no	no	INTJ
ajceb-8885	359	11	.	.	NOUN
ajceb-8885	360	1	3/4	3/4	NUM
ajceb-8885	360	2	december	december	PROPN
ajceb-8885	360	3	2023203	2023203	NUM
ajceb-8885	360	4	corrupt	corrupt	ADJ
ajceb-8885	360	5	climate	climate	NOUN
ajceb-8885	360	6	and	and	CCONJ
ajceb-8885	360	7	save	save	VERB
ajceb-8885	360	8	the	the	DET
ajceb-8885	360	9	general	general	ADJ
ajceb-8885	360	10	public	public	NOUN
ajceb-8885	360	11	and	and	CCONJ
ajceb-8885	360	12	organisations	organisation	NOUN
ajceb-8885	360	13	from	from	ADP
ajceb-8885	360	14	corrupt	corrupt	ADJ
ajceb-8885	360	15	individuals	individual	NOUN
ajceb-8885	360	16	.	.	PUNCT
ajceb-8885	361	1	the	the	DET
ajceb-8885	361	2	study	study	NOUN
ajceb-8885	361	3	revealed	reveal	VERB
ajceb-8885	361	4	that	that	SCONJ
ajceb-8885	361	5	no	no	DET
ajceb-8885	361	6	single	single	ADJ
ajceb-8885	361	7	methodology	methodology	NOUN
ajceb-8885	361	8	can	can	AUX
ajceb-8885	361	9	be	be	AUX
ajceb-8885	361	10	utilised	utilise	VERB
ajceb-8885	361	11	to	to	ADP
ajceb-8885	361	12	battle	battle	NOUN
ajceb-8885	361	13	corruption	corruption	NOUN
ajceb-8885	361	14	in	in	ADP
ajceb-8885	361	15	the	the	DET
ajceb-8885	361	16	construction	construction	NOUN
ajceb-8885	361	17	sector	sector	NOUN
ajceb-8885	361	18	owing	owe	VERB
ajceb-8885	361	19	to	to	ADP
ajceb-8885	361	20	its	its	PRON
ajceb-8885	361	21	complex	complex	ADJ
ajceb-8885	361	22	nature	nature	NOUN
ajceb-8885	361	23	and	and	CCONJ
ajceb-8885	361	24	sophisticated	sophisticated	ADJ
ajceb-8885	361	25	corruption	corruption	NOUN
ajceb-8885	361	26	.	.	PUNCT
ajceb-8885	362	1	the	the	DET
ajceb-8885	362	2	sector	sector	NOUN
ajceb-8885	362	3	requires	require	VERB
ajceb-8885	362	4	anti	anti	ADJ
ajceb-8885	362	5	-	-	ADJ
ajceb-8885	362	6	corruption	corruption	ADJ
ajceb-8885	362	7	systems	system	NOUN
ajceb-8885	362	8	that	that	PRON
ajceb-8885	362	9	can	can	AUX
ajceb-8885	362	10	induce	induce	VERB
ajceb-8885	362	11	exclusive	exclusive	ADJ
ajceb-8885	362	12	standards	standard	NOUN
ajceb-8885	362	13	of	of	ADP
ajceb-8885	362	14	conduct	conduct	NOUN
ajceb-8885	362	15	and	and	CCONJ
ajceb-8885	362	16	ethics	ethic	NOUN
ajceb-8885	362	17	in	in	ADP
ajceb-8885	362	18	the	the	DET
ajceb-8885	362	19	sector	sector	NOUN
ajceb-8885	362	20	,	,	PUNCT
ajceb-8885	362	21	as	as	ADV
ajceb-8885	362	22	well	well	ADV
ajceb-8885	362	23	as	as	ADP
ajceb-8885	362	24	meet	meet	VERB
ajceb-8885	362	25	the	the	DET
ajceb-8885	362	26	international	international	ADJ
ajceb-8885	362	27	demand	demand	NOUN
ajceb-8885	362	28	for	for	ADP
ajceb-8885	362	29	battling	battle	VERB
ajceb-8885	362	30	corruption	corruption	NOUN
ajceb-8885	362	31	and	and	CCONJ
ajceb-8885	362	32	further	far	ADV
ajceb-8885	362	33	developing	develop	VERB
ajceb-8885	362	34	accountability	accountability	NOUN
ajceb-8885	362	35	,	,	PUNCT
ajceb-8885	362	36	probity	probity	NOUN
ajceb-8885	362	37	,	,	PUNCT
ajceb-8885	362	38	and	and	CCONJ
ajceb-8885	362	39	transparency	transparency	NOUN
ajceb-8885	362	40	in	in	ADP
ajceb-8885	362	41	governance	governance	NOUN
ajceb-8885	362	42	.	.	PUNCT
ajceb-8885	363	1	implications	implication	NOUN
ajceb-8885	363	2	,	,	PUNCT
ajceb-8885	363	3	limitations	limitation	NOUN
ajceb-8885	363	4	,	,	PUNCT
ajceb-8885	363	5	and	and	CCONJ
ajceb-8885	363	6	future	future	ADJ
ajceb-8885	363	7	studies	study	NOUN
ajceb-8885	363	8	the	the	DET
ajceb-8885	363	9	anti	anti	ADJ
ajceb-8885	363	10	-	-	ADJ
ajceb-8885	363	11	corruption	corruption	ADJ
ajceb-8885	363	12	systems	system	NOUN
ajceb-8885	363	13	that	that	PRON
ajceb-8885	363	14	would	would	AUX
ajceb-8885	363	15	significantly	significantly	ADV
ajceb-8885	363	16	impact	impact	VERB
ajceb-8885	363	17	corruption	corruption	NOUN
ajceb-8885	363	18	in	in	ADP
ajceb-8885	363	19	the	the	DET
ajceb-8885	363	20	construction	construction	NOUN
ajceb-8885	363	21	sector	sector	NOUN
ajceb-8885	363	22	include	include	VERB
ajceb-8885	363	23	contractor	contractor	NOUN
ajceb-8885	363	24	blacklisting	blacklisting	NOUN
ajceb-8885	363	25	and	and	CCONJ
ajceb-8885	363	26	de	de	NOUN
ajceb-8885	363	27	-	-	NOUN
ajceb-8885	363	28	registration	registration	NOUN
ajceb-8885	363	29	,	,	PUNCT
ajceb-8885	363	30	oversight	oversight	NOUN
ajceb-8885	363	31	by	by	ADP
ajceb-8885	363	32	ngos	ngo	NOUN
ajceb-8885	363	33	,	,	PUNCT
ajceb-8885	363	34	increased	increase	VERB
ajceb-8885	363	35	information	information	NOUN
ajceb-8885	363	36	access	access	NOUN
ajceb-8885	363	37	,	,	PUNCT
ajceb-8885	363	38	and	and	CCONJ
ajceb-8885	363	39	kpis	kpis	PROPN
ajceb-8885	363	40	.	.	PUNCT
ajceb-8885	364	1	others	other	NOUN
ajceb-8885	364	2	are	be	AUX
ajceb-8885	364	3	technical	technical	ADJ
ajceb-8885	364	4	auditing	auditing	NOUN
ajceb-8885	364	5	,	,	PUNCT
ajceb-8885	364	6	financial	financial	ADJ
ajceb-8885	364	7	accountability	accountability	NOUN
ajceb-8885	364	8	,	,	PUNCT
ajceb-8885	364	9	contractual	contractual	ADJ
ajceb-8885	364	10	compliance	compliance	NOUN
ajceb-8885	364	11	,	,	PUNCT
ajceb-8885	364	12	adherence	adherence	NOUN
ajceb-8885	364	13	to	to	ADP
ajceb-8885	364	14	international	international	ADJ
ajceb-8885	364	15	and	and	CCONJ
ajceb-8885	364	16	national	national	ADJ
ajceb-8885	364	17	standards	standard	NOUN
ajceb-8885	364	18	,	,	PUNCT
ajceb-8885	364	19	project	project	NOUN
ajceb-8885	364	20	governance	governance	NOUN
ajceb-8885	364	21	,	,	PUNCT
ajceb-8885	364	22	cashless	cashless	NOUN
ajceb-8885	364	23	policies	policy	NOUN
ajceb-8885	364	24	,	,	PUNCT
ajceb-8885	364	25	due	due	ADJ
ajceb-8885	364	26	process	process	NOUN
ajceb-8885	364	27	,	,	PUNCT
ajceb-8885	364	28	social	social	ADJ
ajceb-8885	364	29	accountability	accountability	NOUN
ajceb-8885	364	30	,	,	PUNCT
ajceb-8885	364	31	political	political	ADJ
ajceb-8885	364	32	accountability	accountability	NOUN
ajceb-8885	364	33	,	,	PUNCT
ajceb-8885	364	34	and	and	CCONJ
ajceb-8885	364	35	contract	contract	NOUN
ajceb-8885	364	36	monitoring	monitoring	NOUN
ajceb-8885	364	37	.	.	PUNCT
ajceb-8885	365	1	due	due	ADP
ajceb-8885	365	2	to	to	ADP
ajceb-8885	365	3	their	their	PRON
ajceb-8885	365	4	logic	logic	NOUN
ajceb-8885	365	5	,	,	PUNCT
ajceb-8885	365	6	these	these	DET
ajceb-8885	365	7	anti	anti	ADJ
ajceb-8885	365	8	-	-	ADJ
ajceb-8885	365	9	corruption	corruption	ADJ
ajceb-8885	365	10	systems	system	NOUN
ajceb-8885	365	11	would	would	AUX
ajceb-8885	365	12	induce	induce	VERB
ajceb-8885	365	13	exclusive	exclusive	ADJ
ajceb-8885	365	14	standards	standard	NOUN
ajceb-8885	365	15	of	of	ADP
ajceb-8885	365	16	conduct	conduct	NOUN
ajceb-8885	365	17	and	and	CCONJ
ajceb-8885	365	18	ethics	ethic	NOUN
ajceb-8885	365	19	in	in	ADP
ajceb-8885	365	20	the	the	DET
ajceb-8885	365	21	sector	sector	NOUN
ajceb-8885	365	22	.	.	PUNCT
ajceb-8885	366	1	they	they	PRON
ajceb-8885	366	2	would	would	AUX
ajceb-8885	366	3	also	also	ADV
ajceb-8885	366	4	ensure	ensure	VERB
ajceb-8885	366	5	an	an	DET
ajceb-8885	366	6	effective	effective	ADJ
ajceb-8885	366	7	anti	anti	ADJ
ajceb-8885	366	8	-	-	ADJ
ajceb-8885	366	9	corruption	corruption	ADJ
ajceb-8885	366	10	campaign	campaign	NOUN
ajceb-8885	366	11	in	in	ADP
ajceb-8885	366	12	the	the	DET
ajceb-8885	366	13	short	short	ADJ
ajceb-8885	366	14	and	and	CCONJ
ajceb-8885	366	15	long	long	ADJ
ajceb-8885	366	16	term	term	NOUN
ajceb-8885	366	17	and	and	CCONJ
ajceb-8885	366	18	address	address	VERB
ajceb-8885	366	19	the	the	DET
ajceb-8885	366	20	genuine	genuine	ADJ
ajceb-8885	366	21	essentials	essential	NOUN
ajceb-8885	366	22	of	of	ADP
ajceb-8885	366	23	corruption	corruption	NOUN
ajceb-8885	366	24	because	because	SCONJ
ajceb-8885	366	25	they	they	PRON
ajceb-8885	366	26	represent	represent	VERB
ajceb-8885	366	27	various	various	ADJ
ajceb-8885	366	28	classifications	classification	NOUN
ajceb-8885	366	29	of	of	ADP
ajceb-8885	366	30	anti	anti	ADJ
ajceb-8885	366	31	-	-	ADJ
ajceb-8885	366	32	corruption	corruption	ADJ
ajceb-8885	366	33	systems	system	NOUN
ajceb-8885	366	34	.	.	PUNCT
ajceb-8885	367	1	adoption	adoption	NOUN
ajceb-8885	367	2	of	of	ADP
ajceb-8885	367	3	integrated	integrated	ADJ
ajceb-8885	367	4	anti	anti	ADJ
ajceb-8885	367	5	-	-	ADJ
ajceb-8885	367	6	corruption	corruption	ADJ
ajceb-8885	367	7	systems	system	NOUN
ajceb-8885	367	8	would	would	AUX
ajceb-8885	367	9	account	account	VERB
ajceb-8885	367	10	for	for	ADP
ajceb-8885	367	11	variations	variation	NOUN
ajceb-8885	367	12	in	in	ADP
ajceb-8885	367	13	anti	anti	ADJ
ajceb-8885	367	14	-	-	ADJ
ajceb-8885	367	15	corruption	corruption	ADJ
ajceb-8885	367	16	system	system	NOUN
ajceb-8885	367	17	effectiveness	effectiveness	NOUN
ajceb-8885	367	18	and	and	CCONJ
ajceb-8885	367	19	political	political	ADJ
ajceb-8885	367	20	interference	interference	NOUN
ajceb-8885	367	21	caused	cause	VERB
ajceb-8885	367	22	by	by	ADP
ajceb-8885	367	23	administration	administration	NOUN
ajceb-8885	367	24	conditions	condition	NOUN
ajceb-8885	367	25	,	,	PUNCT
ajceb-8885	367	26	poor	poor	ADJ
ajceb-8885	367	27	leadership	leadership	NOUN
ajceb-8885	367	28	,	,	PUNCT
ajceb-8885	367	29	regulatory	regulatory	ADJ
ajceb-8885	367	30	setbacks	setback	NOUN
ajceb-8885	367	31	,	,	PUNCT
ajceb-8885	367	32	and	and	CCONJ
ajceb-8885	367	33	the	the	DET
ajceb-8885	367	34	working	working	NOUN
ajceb-8885	367	35	environment	environment	NOUN
ajceb-8885	367	36	.	.	PUNCT
ajceb-8885	368	1	it	it	PRON
ajceb-8885	368	2	will	will	AUX
ajceb-8885	368	3	also	also	ADV
ajceb-8885	368	4	protect	protect	VERB
ajceb-8885	368	5	anti	anti	ADJ
ajceb-8885	368	6	-	-	ADJ
ajceb-8885	368	7	corruption	corruption	ADJ
ajceb-8885	368	8	programmes	programme	NOUN
ajceb-8885	368	9	from	from	ADP
ajceb-8885	368	10	relying	rely	VERB
ajceb-8885	368	11	on	on	ADP
ajceb-8885	368	12	legal	legal	ADJ
ajceb-8885	368	13	and	and	CCONJ
ajceb-8885	368	14	financial	financial	ADJ
ajceb-8885	368	15	establishments	establishment	NOUN
ajceb-8885	368	16	or	or	CCONJ
ajceb-8885	368	17	from	from	ADP
ajceb-8885	368	18	being	be	AUX
ajceb-8885	368	19	hampered	hamper	VERB
ajceb-8885	368	20	due	due	ADP
ajceb-8885	368	21	to	to	ADP
ajceb-8885	368	22	shortcomings	shortcoming	NOUN
ajceb-8885	368	23	and	and	CCONJ
ajceb-8885	368	24	internal	internal	ADJ
ajceb-8885	368	25	corruption	corruption	NOUN
ajceb-8885	368	26	in	in	ADP
ajceb-8885	368	27	legal	legal	ADJ
ajceb-8885	368	28	and	and	CCONJ
ajceb-8885	368	29	financial	financial	ADJ
ajceb-8885	368	30	institutions	institution	NOUN
ajceb-8885	368	31	.	.	PUNCT
ajceb-8885	369	1	likewise	likewise	ADV
ajceb-8885	369	2	,	,	PUNCT
ajceb-8885	369	3	explicit	explicit	ADJ
ajceb-8885	369	4	anti	anti	ADJ
ajceb-8885	369	5	-	-	ADJ
ajceb-8885	369	6	corruption	corruption	ADJ
ajceb-8885	369	7	systems	system	NOUN
ajceb-8885	369	8	should	should	AUX
ajceb-8885	369	9	be	be	AUX
ajceb-8885	369	10	considered	consider	VERB
ajceb-8885	369	11	for	for	ADP
ajceb-8885	369	12	limiting	limit	VERB
ajceb-8885	369	13	corruption	corruption	NOUN
ajceb-8885	369	14	at	at	ADP
ajceb-8885	369	15	individual	individual	ADJ
ajceb-8885	369	16	,	,	PUNCT
ajceb-8885	369	17	project	project	NOUN
ajceb-8885	369	18	,	,	PUNCT
ajceb-8885	369	19	organisational	organisational	ADJ
ajceb-8885	369	20	,	,	PUNCT
ajceb-8885	369	21	governmental	governmental	ADJ
ajceb-8885	369	22	,	,	PUNCT
ajceb-8885	369	23	and	and	CCONJ
ajceb-8885	369	24	national	national	ADJ
ajceb-8885	369	25	levels	level	NOUN
ajceb-8885	369	26	.	.	PUNCT
ajceb-8885	370	1	this	this	DET
ajceb-8885	370	2	study	study	NOUN
ajceb-8885	370	3	is	be	AUX
ajceb-8885	370	4	restricted	restrict	VERB
ajceb-8885	370	5	by	by	ADP
ajceb-8885	370	6	not	not	PART
ajceb-8885	370	7	considering	consider	VERB
ajceb-8885	370	8	the	the	DET
ajceb-8885	370	9	public	public	ADJ
ajceb-8885	370	10	office	office	NOUN
ajceb-8885	370	11	holders	holder	NOUN
ajceb-8885	370	12	that	that	PRON
ajceb-8885	370	13	partake	partake	VERB
ajceb-8885	370	14	in	in	ADP
ajceb-8885	370	15	project	project	NOUN
ajceb-8885	370	16	planning	planning	NOUN
ajceb-8885	370	17	and	and	CCONJ
ajceb-8885	370	18	execution	execution	NOUN
ajceb-8885	370	19	in	in	ADP
ajceb-8885	370	20	various	various	ADJ
ajceb-8885	370	21	departments	department	NOUN
ajceb-8885	370	22	and	and	CCONJ
ajceb-8885	370	23	ministries	ministry	NOUN
ajceb-8885	370	24	as	as	ADP
ajceb-8885	370	25	research	research	NOUN
ajceb-8885	370	26	participants	participant	NOUN
ajceb-8885	370	27	.	.	PUNCT
ajceb-8885	371	1	future	future	ADJ
ajceb-8885	371	2	studies	study	NOUN
ajceb-8885	371	3	would	would	AUX
ajceb-8885	371	4	profit	profit	VERB
ajceb-8885	371	5	from	from	ADP
ajceb-8885	371	6	their	their	PRON
ajceb-8885	371	7	bits	bit	NOUN
ajceb-8885	371	8	of	of	ADP
ajceb-8885	371	9	insight	insight	NOUN
ajceb-8885	371	10	.	.	PUNCT
ajceb-8885	372	1	such	such	ADJ
ajceb-8885	372	2	studies	study	NOUN
ajceb-8885	372	3	would	would	AUX
ajceb-8885	372	4	extend	extend	VERB
ajceb-8885	372	5	the	the	DET
ajceb-8885	372	6	generalizability	generalizability	NOUN
ajceb-8885	372	7	of	of	ADP
ajceb-8885	372	8	this	this	DET
ajceb-8885	372	9	study	study	NOUN
ajceb-8885	372	10	’s	’s	PART
ajceb-8885	372	11	findings	finding	NOUN
ajceb-8885	372	12	.	.	PUNCT
ajceb-8885	373	1	although	although	SCONJ
ajceb-8885	373	2	the	the	DET
ajceb-8885	373	3	adoption	adoption	NOUN
ajceb-8885	373	4	of	of	ADP
ajceb-8885	373	5	random	random	ADJ
ajceb-8885	373	6	sampling	sampling	NOUN
ajceb-8885	373	7	techniques	technique	NOUN
ajceb-8885	373	8	for	for	ADP
ajceb-8885	373	9	this	this	DET
ajceb-8885	373	10	research	research	NOUN
ajceb-8885	373	11	has	have	AUX
ajceb-8885	373	12	made	make	VERB
ajceb-8885	373	13	it	it	PRON
ajceb-8885	373	14	generalizable	generalizable	ADJ
ajceb-8885	373	15	to	to	ADP
ajceb-8885	373	16	similar	similar	ADJ
ajceb-8885	373	17	circumstances	circumstance	NOUN
ajceb-8885	373	18	,	,	PUNCT
ajceb-8885	373	19	the	the	DET
ajceb-8885	373	20	study	study	NOUN
ajceb-8885	373	21	findings	finding	NOUN
ajceb-8885	373	22	and	and	CCONJ
ajceb-8885	373	23	concepts	concept	NOUN
ajceb-8885	373	24	of	of	ADP
ajceb-8885	373	25	anti	anti	ADJ
ajceb-8885	373	26	-	-	ADJ
ajceb-8885	373	27	corruption	corruption	ADJ
ajceb-8885	373	28	systems	system	NOUN
ajceb-8885	373	29	’	'	PUNCT
ajceb-8885	373	30	logic	logic	NOUN
ajceb-8885	373	31	are	be	AUX
ajceb-8885	373	32	applicable	applicable	ADJ
ajceb-8885	373	33	globally	globally	ADV
ajceb-8885	373	34	for	for	ADP
ajceb-8885	373	35	designing	design	VERB
ajceb-8885	373	36	anti	anti	ADJ
ajceb-8885	373	37	-	-	ADJ
ajceb-8885	373	38	corruption	corruption	ADJ
ajceb-8885	373	39	systems	system	NOUN
ajceb-8885	373	40	and	and	CCONJ
ajceb-8885	373	41	could	could	AUX
ajceb-8885	373	42	serve	serve	VERB
ajceb-8885	373	43	as	as	ADP
ajceb-8885	373	44	a	a	DET
ajceb-8885	373	45	theoretical	theoretical	ADJ
ajceb-8885	373	46	framework	framework	NOUN
ajceb-8885	373	47	for	for	ADP
ajceb-8885	373	48	future	future	ADJ
ajceb-8885	373	49	studies	study	NOUN
ajceb-8885	373	50	.	.	PUNCT
ajceb-8885	374	1	using	use	VERB
ajceb-8885	374	2	the	the	DET
ajceb-8885	374	3	concepts	concept	NOUN
ajceb-8885	374	4	of	of	ADP
ajceb-8885	374	5	anti	anti	ADJ
ajceb-8885	374	6	-	-	ADJ
ajceb-8885	374	7	corruption	corruption	ADJ
ajceb-8885	374	8	systems	system	NOUN
ajceb-8885	374	9	’	'	PUNCT
ajceb-8885	374	10	logic	logic	NOUN
ajceb-8885	374	11	will	will	AUX
ajceb-8885	374	12	not	not	PART
ajceb-8885	374	13	only	only	ADV
ajceb-8885	374	14	enhance	enhance	VERB
ajceb-8885	374	15	the	the	DET
ajceb-8885	374	16	external	external	ADJ
ajceb-8885	374	17	validity	validity	NOUN
ajceb-8885	374	18	of	of	ADP
ajceb-8885	374	19	the	the	DET
ajceb-8885	374	20	study	study	NOUN
ajceb-8885	374	21	and	and	CCONJ
ajceb-8885	374	22	support	support	VERB
ajceb-8885	374	23	the	the	DET
ajceb-8885	374	24	replication	replication	NOUN
ajceb-8885	374	25	of	of	ADP
ajceb-8885	374	26	this	this	DET
ajceb-8885	374	27	study	study	NOUN
ajceb-8885	374	28	in	in	ADP
ajceb-8885	374	29	similar	similar	ADJ
ajceb-8885	374	30	settings	setting	NOUN
ajceb-8885	374	31	,	,	PUNCT
ajceb-8885	374	32	but	but	CCONJ
ajceb-8885	374	33	also	also	ADV
ajceb-8885	374	34	improve	improve	VERB
ajceb-8885	374	35	the	the	DET
ajceb-8885	374	36	criteria	criterion	NOUN
ajceb-8885	374	37	,	,	PUNCT
ajceb-8885	374	38	standards	standard	NOUN
ajceb-8885	374	39	,	,	PUNCT
ajceb-8885	374	40	and	and	CCONJ
ajceb-8885	374	41	level	level	NOUN
ajceb-8885	374	42	of	of	ADP
ajceb-8885	374	43	rigour	rigour	NOUN
ajceb-8885	374	44	of	of	ADP
ajceb-8885	374	45	similar	similar	ADJ
ajceb-8885	374	46	research	research	NOUN
ajceb-8885	374	47	.	.	PUNCT
ajceb-8885	375	1	the	the	DET
ajceb-8885	375	2	effect	effect	NOUN
ajceb-8885	375	3	of	of	ADP
ajceb-8885	375	4	public	public	ADJ
ajceb-8885	375	5	tendering	tendering	NOUN
ajceb-8885	375	6	procedures	procedure	NOUN
ajceb-8885	375	7	and	and	CCONJ
ajceb-8885	375	8	selection	selection	NOUN
ajceb-8885	375	9	criteria	criterion	NOUN
ajceb-8885	375	10	on	on	ADP
ajceb-8885	375	11	the	the	DET
ajceb-8885	375	12	construction	construction	NOUN
ajceb-8885	375	13	sector	sector	NOUN
ajceb-8885	375	14	’s	’s	PART
ajceb-8885	375	15	corruption	corruption	NOUN
ajceb-8885	375	16	dynamics	dynamic	NOUN
ajceb-8885	375	17	should	should	AUX
ajceb-8885	375	18	be	be	AUX
ajceb-8885	375	19	explored	explore	VERB
ajceb-8885	375	20	in	in	ADP
ajceb-8885	375	21	future	future	ADJ
ajceb-8885	375	22	studies	study	NOUN
ajceb-8885	375	23	.	.	PUNCT
ajceb-8885	376	1	the	the	DET
ajceb-8885	376	2	forms	form	NOUN
ajceb-8885	376	3	,	,	PUNCT
ajceb-8885	376	4	structure	structure	NOUN
ajceb-8885	376	5	,	,	PUNCT
ajceb-8885	376	6	and	and	CCONJ
ajceb-8885	376	7	moral	moral	ADJ
ajceb-8885	376	8	contents	content	NOUN
ajceb-8885	376	9	of	of	ADP
ajceb-8885	376	10	the	the	DET
ajceb-8885	376	11	politics	politic	NOUN
ajceb-8885	376	12	of	of	ADP
ajceb-8885	376	13	collusive	collusive	ADJ
ajceb-8885	376	14	tendering	tendering	NOUN
ajceb-8885	376	15	in	in	ADP
ajceb-8885	376	16	the	the	DET
ajceb-8885	376	17	nigerian	nigerian	ADJ
ajceb-8885	376	18	construction	construction	NOUN
ajceb-8885	376	19	sector	sector	NOUN
ajceb-8885	376	20	should	should	AUX
ajceb-8885	376	21	also	also	ADV
ajceb-8885	376	22	be	be	AUX
ajceb-8885	376	23	explored	explore	VERB
ajceb-8885	376	24	.	.	PUNCT
ajceb-8885	377	1	references	reference	NOUN
ajceb-8885	377	2	adekunle	adekunle	PROPN
ajceb-8885	377	3	,	,	PUNCT
ajceb-8885	377	4	a.	a.	NOUN
ajceb-8885	377	5	,	,	PUNCT
ajceb-8885	377	6	adewale	adewale	PROPN
ajceb-8885	377	7	,	,	PUNCT
ajceb-8885	377	8	a.k	a.k	PROPN
ajceb-8885	377	9	.	.	PROPN
ajceb-8885	377	10	,	,	PUNCT
ajceb-8885	377	11	olaifa	olaifa	PROPN
ajceb-8885	377	12	,	,	PUNCT
ajceb-8885	377	13	o.a	o.a	PROPN
ajceb-8885	377	14	.	.	PROPN
ajceb-8885	377	15	and	and	CCONJ
ajceb-8885	377	16	ukoh	ukoh	NOUN
ajceb-8885	377	17	,	,	PUNCT
ajceb-8885	377	18	s.n.b	s.n.b	NOUN
ajceb-8885	377	19	.	.	PUNCT
ajceb-8885	377	20	,	,	PUNCT
ajceb-8885	377	21	2019	2019	NUM
ajceb-8885	377	22	.	.	PUNCT
ajceb-8885	378	1	statistical	statistical	ADJ
ajceb-8885	378	2	study	study	NOUN
ajceb-8885	378	3	on	on	ADP
ajceb-8885	378	4	types	type	NOUN
ajceb-8885	378	5	,	,	PUNCT
ajceb-8885	378	6	causes	cause	NOUN
ajceb-8885	378	7	,	,	PUNCT
ajceb-8885	378	8	effects	effect	NOUN
ajceb-8885	378	9	and	and	CCONJ
ajceb-8885	378	10	remedies	remedy	NOUN
ajceb-8885	378	11	of	of	ADP
ajceb-8885	378	12	corrupt	corrupt	ADJ
ajceb-8885	378	13	practices	practice	NOUN
ajceb-8885	378	14	in	in	ADP
ajceb-8885	378	15	construction	construction	NOUN
ajceb-8885	378	16	industries	industry	NOUN
ajceb-8885	378	17	in	in	ADP
ajceb-8885	378	18	nigeria	nigeria	PROPN
ajceb-8885	378	19	.	.	PUNCT
ajceb-8885	379	1	international	international	ADJ
ajceb-8885	379	2	journal	journal	PROPN
ajceb-8885	379	3	of	of	ADP
ajceb-8885	379	4	advances	advance	NOUN
ajceb-8885	379	5	in	in	ADP
ajceb-8885	379	6	scientific	scientific	ADJ
ajceb-8885	379	7	research	research	NOUN
ajceb-8885	379	8	and	and	CCONJ
ajceb-8885	379	9	engineering	engineering	NOUN
ajceb-8885	379	10	,	,	PUNCT
ajceb-8885	379	11	5(9	5(9	NUM
ajceb-8885	379	12	)	)	PUNCT
ajceb-8885	379	13	,	,	PUNCT
ajceb-8885	379	14	pp.71	pp.71	NOUN
ajceb-8885	379	15	-	-	PUNCT
ajceb-8885	379	16	80	80	NUM
ajceb-8885	379	17	.	.	PUNCT
ajceb-8885	380	1	https://doi.org/10.31695/ijasre.2019.33493	https://doi.org/10.31695/ijasre.2019.33493	PROPN
ajceb-8885	380	2	adnan	adnan	PROPN
ajceb-8885	380	3	,	,	PUNCT
ajceb-8885	380	4	h.	h.	PROPN
ajceb-8885	380	5	,	,	PUNCT
ajceb-8885	380	6	hashim	hashim	PROPN
ajceb-8885	380	7	,	,	PUNCT
ajceb-8885	380	8	n.	n.	PROPN
ajceb-8885	380	9	,	,	PUNCT
ajceb-8885	380	10	mohd	mohd	PROPN
ajceb-8885	380	11	,	,	PUNCT
ajceb-8885	380	12	n.	n.	NOUN
ajceb-8885	380	13	and	and	CCONJ
ajceb-8885	380	14	ahmad	ahmad	PROPN
ajceb-8885	380	15	,	,	PUNCT
ajceb-8885	380	16	n.	n.	NOUN
ajceb-8885	380	17	,	,	PUNCT
ajceb-8885	380	18	2012	2012	NUM
ajceb-8885	380	19	.	.	PUNCT
ajceb-8885	381	1	ethical	ethical	ADJ
ajceb-8885	381	2	issues	issue	NOUN
ajceb-8885	381	3	in	in	ADP
ajceb-8885	381	4	the	the	DET
ajceb-8885	381	5	construction	construction	NOUN
ajceb-8885	381	6	industry	industry	NOUN
ajceb-8885	381	7	:	:	PUNCT
ajceb-8885	381	8	contractor	contractor	NOUN
ajceb-8885	381	9	’s	’s	PART
ajceb-8885	381	10	perspective	perspective	NOUN
ajceb-8885	381	11	.	.	PUNCT
ajceb-8885	382	1	procedia	procedia	NOUN
ajceb-8885	382	2	-	-	PUNCT
ajceb-8885	382	3	social	social	ADJ
ajceb-8885	382	4	and	and	CCONJ
ajceb-8885	382	5	behavioural	behavioural	ADJ
ajceb-8885	382	6	sciences	science	NOUN
ajceb-8885	382	7	,	,	PUNCT
ajceb-8885	382	8	35	35	NUM
ajceb-8885	382	9	,	,	PUNCT
ajceb-8885	382	10	pp.719	pp.719	PROPN
ajceb-8885	382	11	-	-	PUNCT
ajceb-8885	382	12	27	27	NUM
ajceb-8885	382	13	.	.	PUNCT
ajceb-8885	383	1	https://doi.org/10.1016/j.sbspro.2012.02.142	https://doi.org/10.1016/j.sbspro.2012.02.142	PROPN
ajceb-8885	383	2	aduwo	aduwo	PROPN
ajceb-8885	383	3	,	,	PUNCT
ajceb-8885	383	4	e.b	e.b	PROPN
ajceb-8885	383	5	.	.	PROPN
ajceb-8885	383	6	,	,	PUNCT
ajceb-8885	383	7	ibem	ibem	PROPN
ajceb-8885	383	8	,	,	PUNCT
ajceb-8885	383	9	e.o	e.o	PROPN
ajceb-8885	383	10	.	.	PROPN
ajceb-8885	383	11	,	,	PUNCT
ajceb-8885	383	12	afolabi	afolabi	NOUN
ajceb-8885	383	13	,	,	PUNCT
ajceb-8885	383	14	a.o	a.o	PROPN
ajceb-8885	383	15	.	.	PROPN
ajceb-8885	383	16	,	,	PUNCT
ajceb-8885	383	17	oluwnmi	oluwnmi	PROPN
ajceb-8885	383	18	,	,	PUNCT
ajceb-8885	383	19	a.o	a.o	PROPN
ajceb-8885	383	20	.	.	PROPN
ajceb-8885	383	21	,	,	PUNCT
ajceb-8885	383	22	tunji	tunji	NOUN
ajceb-8885	383	23	-	-	PUNCT
ajceb-8885	383	24	olayeni	olayeni	ADJ
ajceb-8885	383	25	,	,	PUNCT
ajceb-8885	383	26	p.f	p.f	PROPN
ajceb-8885	383	27	.	.	PROPN
ajceb-8885	383	28	,	,	PUNCT
ajceb-8885	383	29	ayo	ayo	PROPN
ajceb-8885	383	30	-	-	PUNCT
ajceb-8885	383	31	vaughan	vaughan	PROPN
ajceb-8885	383	32	,	,	PUNCT
ajceb-8885	383	33	e.a	e.a	PROPN
ajceb-8885	383	34	.	.	PROPN
ajceb-8885	383	35	and	and	CCONJ
ajceb-8885	383	36	oni	oni	PROPN
ajceb-8885	383	37	,	,	PUNCT
ajceb-8885	383	38	a.a	a.a	PROPN
ajceb-8885	383	39	.	.	PROPN
ajceb-8885	383	40	,	,	PUNCT
ajceb-8885	383	41	2020	2020	NUM
ajceb-8885	383	42	.	.	PUNCT
ajceb-8885	384	1	exploring	explore	VERB
ajceb-8885	384	2	anti	anti	ADJ
ajceb-8885	384	3	-	-	ADJ
ajceb-8885	384	4	corruption	corruption	ADJ
ajceb-8885	384	5	capabilities	capability	NOUN
ajceb-8885	384	6	of	of	ADP
ajceb-8885	384	7	e	e	NOUN
ajceb-8885	384	8	-	-	NOUN
ajceb-8885	384	9	procurement	procurement	NOUN
ajceb-8885	384	10	in	in	ADP
ajceb-8885	384	11	construction	construction	NOUN
ajceb-8885	384	12	project	project	NOUN
ajceb-8885	384	13	delivery	delivery	NOUN
ajceb-8885	384	14	in	in	ADP
ajceb-8885	384	15	nigeria	nigeria	PROPN
ajceb-8885	384	16	.	.	PUNCT
ajceb-8885	385	1	construction	construction	NOUN
ajceb-8885	385	2	economics	economic	NOUN
ajceb-8885	385	3	and	and	CCONJ
ajceb-8885	385	4	building	building	NOUN
ajceb-8885	385	5	,	,	PUNCT
ajceb-8885	385	6	20(1	20(1	NUM
ajceb-8885	385	7	)	)	PUNCT
ajceb-8885	385	8	,	,	PUNCT
ajceb-8885	385	9	pp.56	pp.56	NOUN
ajceb-8885	385	10	-	-	PUNCT
ajceb-8885	385	11	76	76	NUM
ajceb-8885	385	12	.	.	PUNCT
ajceb-8885	386	1	https://doi.org/10.5130/ajceb.v20i1.6964	https://doi.org/10.5130/ajceb.v20i1.6964	X
ajceb-8885	386	2	oluseye	oluseye	NOUN
ajceb-8885	386	3	et	et	PROPN
ajceb-8885	386	4	al	al	PROPN
ajceb-8885	386	5	.	.	PUNCT
ajceb-8885	387	1	construction	construction	NOUN
ajceb-8885	387	2	economics	economic	NOUN
ajceb-8885	387	3	and	and	CCONJ
ajceb-8885	387	4	building	building	NOUN
ajceb-8885	387	5	,	,	PUNCT
ajceb-8885	387	6	vol	vol	NOUN
ajceb-8885	387	7	.	.	PROPN
ajceb-8885	387	8	23	23	NUM
ajceb-8885	387	9	,	,	PUNCT
ajceb-8885	387	10	no	no	INTJ
ajceb-8885	387	11	.	.	NOUN
ajceb-8885	388	1	3/4	3/4	NUM
ajceb-8885	388	2	december	december	PROPN
ajceb-8885	388	3	2023204	2023204	NUM
ajceb-8885	389	1	https://doi.org/10.31695/ijasre.2019.33493	https://doi.org/10.31695/ijasre.2019.33493	PROPN
ajceb-8885	389	2	https://doi.org/10.1016/j.sbspro.2012.02.142	https://doi.org/10.1016/j.sbspro.2012.02.142	PROPN
ajceb-8885	389	3	https://doi.org/10.5130/ajceb.v20i1.6964	https://doi.org/10.5130/ajceb.v20i1.6964	NUM
ajceb-8885	389	4	afolabi	afolabi	NOUN
ajceb-8885	389	5	,	,	PUNCT
ajceb-8885	389	6	a.	a.	NOUN
ajceb-8885	389	7	,	,	PUNCT
ajceb-8885	389	8	ibem	ibem	NOUN
ajceb-8885	389	9	,	,	PUNCT
ajceb-8885	389	10	e.	e.	PROPN
ajceb-8885	389	11	,	,	PUNCT
ajceb-8885	389	12	aduwo	aduwo	PROPN
ajceb-8885	389	13	,	,	PUNCT
ajceb-8885	389	14	e.	e.	PROPN
ajceb-8885	389	15	and	and	CCONJ
ajceb-8885	389	16	tunji	tunji	NOUN
ajceb-8885	389	17	-	-	PUNCT
ajceb-8885	389	18	olayeni	olayeni	ADJ
ajceb-8885	389	19	,	,	PUNCT
ajceb-8885	389	20	p.	p.	PROPN
ajceb-8885	389	21	,	,	PUNCT
ajceb-8885	389	22	2020	2020	NUM
ajceb-8885	389	23	.	.	PUNCT
ajceb-8885	390	1	digitizing	digitize	VERB
ajceb-8885	390	2	the	the	DET
ajceb-8885	390	3	grey	grey	ADJ
ajceb-8885	390	4	areas	area	NOUN
ajceb-8885	390	5	in	in	ADP
ajceb-8885	390	6	the	the	DET
ajceb-8885	390	7	nigerian	nigerian	ADJ
ajceb-8885	390	8	public	public	ADJ
ajceb-8885	390	9	procurement	procurement	NOUN
ajceb-8885	390	10	system	system	NOUN
ajceb-8885	390	11	using	use	VERB
ajceb-8885	390	12	e	e	NOUN
ajceb-8885	390	13	-	-	NOUN
ajceb-8885	390	14	procurement	procurement	ADJ
ajceb-8885	390	15	technologies	technology	NOUN
ajceb-8885	390	16	.	.	PUNCT
ajceb-8885	391	1	international	international	ADJ
ajceb-8885	391	2	journal	journal	PROPN
ajceb-8885	391	3	of	of	ADP
ajceb-8885	391	4	construction	construction	NOUN
ajceb-8885	391	5	management	management	NOUN
ajceb-8885	391	6	,	,	PUNCT
ajceb-8885	391	7	pp.1	pp.1	NOUN
ajceb-8885	391	8	-	-	PUNCT
ajceb-8885	391	9	10	10	NUM
ajceb-8885	391	10	.	.	PUNCT
ajceb-8885	392	1	https://doi.org/10.1080/15623599.2020.1774836	https://doi.org/10.1080/15623599.2020.1774836	PROPN
ajceb-8885	393	1	al	al	PROPN
ajceb-8885	393	2	-	-	PUNCT
ajceb-8885	393	3	hojjaj	hojjaj	PROPN
ajceb-8885	393	4	,	,	PUNCT
ajceb-8885	393	5	a.p.y.a	a.p.y.a	PROPN
ajceb-8885	393	6	.	.	PROPN
ajceb-8885	393	7	,	,	PUNCT
ajceb-8885	393	8	2020	2020	NUM
ajceb-8885	393	9	.	.	PUNCT
ajceb-8885	394	1	the	the	DET
ajceb-8885	394	2	national	national	ADJ
ajceb-8885	394	3	system	system	NOUN
ajceb-8885	394	4	of	of	ADP
ajceb-8885	394	5	integrity	integrity	NOUN
ajceb-8885	394	6	:	:	PUNCT
ajceb-8885	394	7	a	a	DET
ajceb-8885	394	8	novel	novel	ADJ
ajceb-8885	394	9	approach	approach	NOUN
ajceb-8885	394	10	to	to	ADP
ajceb-8885	394	11	preventing	prevent	VERB
ajceb-8885	394	12	corruption	corruption	NOUN
ajceb-8885	394	13	and	and	CCONJ
ajceb-8885	394	14	enhancing	enhance	VERB
ajceb-8885	394	15	administrative	administrative	ADJ
ajceb-8885	394	16	health	health	NOUN
ajceb-8885	394	17	.	.	PUNCT
ajceb-8885	395	1	palarch	palarch	PROPN
ajceb-8885	395	2	’s	’s	PART
ajceb-8885	395	3	journal	journal	PROPN
ajceb-8885	395	4	of	of	ADP
ajceb-8885	395	5	archaeology	archaeology	NOUN
ajceb-8885	395	6	of	of	ADP
ajceb-8885	395	7	egypt	egypt	PROPN
ajceb-8885	395	8	/	/	SYM
ajceb-8885	395	9	egyptology	egyptology	NOUN
ajceb-8885	395	10	,	,	PUNCT
ajceb-8885	395	11	17(6	17(6	NUM
ajceb-8885	395	12	)	)	PUNCT
ajceb-8885	395	13	,	,	PUNCT
ajceb-8885	395	14	pp.16164	pp.16164	PROPN
ajceb-8885	395	15	-	-	PUNCT
ajceb-8885	395	16	78	78	NUM
ajceb-8885	395	17	.	.	PUNCT
ajceb-8885	396	1	badawi	badawi	ADJ
ajceb-8885	396	2	,	,	PUNCT
ajceb-8885	396	3	a.	a.	NOUN
ajceb-8885	396	4	and	and	CCONJ
ajceb-8885	396	5	alqudah	alqudah	PROPN
ajceb-8885	396	6	,	,	PUNCT
ajceb-8885	396	7	a.	a.	NOUN
ajceb-8885	396	8	,	,	PUNCT
ajceb-8885	396	9	2019	2019	NUM
ajceb-8885	396	10	.	.	PUNCT
ajceb-8885	397	1	the	the	DET
ajceb-8885	397	2	impact	impact	NOUN
ajceb-8885	397	3	of	of	ADP
ajceb-8885	397	4	anti	anti	ADJ
ajceb-8885	397	5	-	-	ADJ
ajceb-8885	397	6	corruption	corruption	ADJ
ajceb-8885	397	7	policies	policy	NOUN
ajceb-8885	397	8	on	on	ADP
ajceb-8885	397	9	the	the	DET
ajceb-8885	397	10	profitability	profitability	NOUN
ajceb-8885	397	11	and	and	CCONJ
ajceb-8885	397	12	growth	growth	NOUN
ajceb-8885	397	13	of	of	ADP
ajceb-8885	397	14	firms	firm	NOUN
ajceb-8885	397	15	listed	list	VERB
ajceb-8885	397	16	in	in	ADP
ajceb-8885	397	17	the	the	DET
ajceb-8885	397	18	stock	stock	NOUN
ajceb-8885	397	19	market	market	NOUN
ajceb-8885	397	20	:	:	PUNCT
ajceb-8885	397	21	application	application	NOUN
ajceb-8885	397	22	on	on	ADP
ajceb-8885	397	23	singapore	singapore	PROPN
ajceb-8885	397	24	with	with	ADP
ajceb-8885	397	25	a	a	DET
ajceb-8885	397	26	panel	panel	NOUN
ajceb-8885	397	27	data	datum	NOUN
ajceb-8885	397	28	analysis	analysis	NOUN
ajceb-8885	397	29	.	.	PUNCT
ajceb-8885	398	1	the	the	DET
ajceb-8885	398	2	journal	journal	NOUN
ajceb-8885	398	3	of	of	ADP
ajceb-8885	398	4	developing	develop	VERB
ajceb-8885	398	5	areas	area	NOUN
ajceb-8885	398	6	,	,	PUNCT
ajceb-8885	398	7	53(1	53(1	NUM
ajceb-8885	398	8	)	)	PUNCT
ajceb-8885	398	9	,	,	PUNCT
ajceb-8885	398	10	pp.179204	pp.179204	PROPN
ajceb-8885	398	11	.	.	PUNCT
ajceb-8885	399	1	https://doi.org/10.1353/jda.2019.0011	https://doi.org/10.1353/jda.2019.0011	NOUN
ajceb-8885	399	2	bashir	bashir	PROPN
ajceb-8885	399	3	,	,	PUNCT
ajceb-8885	399	4	y.m	y.m	PROPN
ajceb-8885	399	5	.	.	PROPN
ajceb-8885	399	6	,	,	PUNCT
ajceb-8885	399	7	2016	2016	NUM
ajceb-8885	399	8	.	.	PUNCT
ajceb-8885	400	1	effects	effect	NOUN
ajceb-8885	400	2	of	of	ADP
ajceb-8885	400	3	treasury	treasury	PROPN
ajceb-8885	400	4	single	single	ADJ
ajceb-8885	400	5	account	account	NOUN
ajceb-8885	400	6	on	on	ADP
ajceb-8885	400	7	public	public	ADJ
ajceb-8885	400	8	finance	finance	NOUN
ajceb-8885	400	9	management	management	NOUN
ajceb-8885	400	10	in	in	ADP
ajceb-8885	400	11	nigeria	nigeria	PROPN
ajceb-8885	400	12	.	.	PUNCT
ajceb-8885	401	1	research	research	NOUN
ajceb-8885	401	2	journal	journal	PROPN
ajceb-8885	401	3	of	of	ADP
ajceb-8885	401	4	finance	finance	NOUN
ajceb-8885	401	5	and	and	CCONJ
ajceb-8885	401	6	accounting	accounting	NOUN
ajceb-8885	401	7	,	,	PUNCT
ajceb-8885	401	8	7(6	7(6	NUM
ajceb-8885	401	9	)	)	PUNCT
ajceb-8885	401	10	,	,	PUNCT
ajceb-8885	401	11	pp.164	pp.164	PROPN
ajceb-8885	401	12	-	-	PUNCT
ajceb-8885	401	13	70	70	NUM
ajceb-8885	401	14	.	.	PUNCT
ajceb-8885	402	1	bertot	bertot	PROPN
ajceb-8885	402	2	,	,	PUNCT
ajceb-8885	402	3	j.c	j.c	PROPN
ajceb-8885	402	4	.	.	PROPN
ajceb-8885	402	5	,	,	PUNCT
ajceb-8885	402	6	jaeger	jaeger	PROPN
ajceb-8885	402	7	,	,	PUNCT
ajceb-8885	402	8	p.t	p.t	PROPN
ajceb-8885	402	9	.	.	PROPN
ajceb-8885	402	10	and	and	CCONJ
ajceb-8885	402	11	grimes	grimes	PROPN
ajceb-8885	402	12	,	,	PUNCT
ajceb-8885	402	13	j.m	j.m	PROPN
ajceb-8885	402	14	.	.	PROPN
ajceb-8885	402	15	,	,	PUNCT
ajceb-8885	402	16	2010	2010	NUM
ajceb-8885	402	17	.	.	PUNCT
ajceb-8885	403	1	using	use	VERB
ajceb-8885	403	2	icts	ict	NOUN
ajceb-8885	403	3	to	to	PART
ajceb-8885	403	4	create	create	VERB
ajceb-8885	403	5	a	a	DET
ajceb-8885	403	6	culture	culture	NOUN
ajceb-8885	403	7	of	of	ADP
ajceb-8885	403	8	transparency	transparency	NOUN
ajceb-8885	403	9	:	:	PUNCT
ajceb-8885	404	1	e	e	X
ajceb-8885	404	2	-	-	NOUN
ajceb-8885	404	3	government	government	NOUN
ajceb-8885	404	4	and	and	CCONJ
ajceb-8885	404	5	social	social	ADJ
ajceb-8885	404	6	media	medium	NOUN
ajceb-8885	404	7	as	as	ADP
ajceb-8885	404	8	openness	openness	NOUN
ajceb-8885	404	9	and	and	CCONJ
ajceb-8885	404	10	anti	anti	ADJ
ajceb-8885	404	11	-	-	ADJ
ajceb-8885	404	12	corruption	corruption	ADJ
ajceb-8885	404	13	tools	tool	NOUN
ajceb-8885	404	14	for	for	ADP
ajceb-8885	404	15	societies	society	NOUN
ajceb-8885	404	16	.	.	PUNCT
ajceb-8885	405	1	government	government	NOUN
ajceb-8885	405	2	information	information	NOUN
ajceb-8885	405	3	quarterly	quarterly	ADV
ajceb-8885	405	4	,	,	PUNCT
ajceb-8885	405	5	27(3	27(3	NUM
ajceb-8885	405	6	)	)	PUNCT
ajceb-8885	405	7	,	,	PUNCT
ajceb-8885	405	8	pp.264	pp.264	VERB
ajceb-8885	405	9	-	-	SYM
ajceb-8885	405	10	71	71	NUM
ajceb-8885	405	11	.	.	PUNCT
ajceb-8885	406	1	https://doi.org/10.1016/j.giq.2010.03.001	https://doi.org/10.1016/j.giq.2010.03.001	NOUN
ajceb-8885	406	2	cartwright	cartwright	PROPN
ajceb-8885	406	3	,	,	PUNCT
ajceb-8885	406	4	s.	s.	PROPN
ajceb-8885	406	5	,	,	PUNCT
ajceb-8885	406	6	liu	liu	PROPN
ajceb-8885	406	7	,	,	PUNCT
ajceb-8885	406	8	h.	h.	PROPN
ajceb-8885	406	9	and	and	CCONJ
ajceb-8885	406	10	raddats	raddat	NOUN
ajceb-8885	406	11	,	,	PUNCT
ajceb-8885	406	12	c.	c.	NOUN
ajceb-8885	406	13	,	,	PUNCT
ajceb-8885	406	14	2021	2021	NUM
ajceb-8885	406	15	.	.	PUNCT
ajceb-8885	407	1	strategic	strategic	ADJ
ajceb-8885	407	2	use	use	NOUN
ajceb-8885	407	3	of	of	ADP
ajceb-8885	407	4	social	social	ADJ
ajceb-8885	407	5	media	medium	NOUN
ajceb-8885	407	6	within	within	ADP
ajceb-8885	407	7	business	business	NOUN
ajceb-8885	407	8	-	-	PUNCT
ajceb-8885	407	9	to	to	ADP
ajceb-8885	407	10	-	-	PUNCT
ajceb-8885	407	11	business	business	NOUN
ajceb-8885	407	12	(	(	PUNCT
ajceb-8885	407	13	b2b	b2b	NOUN
ajceb-8885	407	14	)	)	PUNCT
ajceb-8885	407	15	marketing	marketing	NOUN
ajceb-8885	407	16	:	:	PUNCT
ajceb-8885	407	17	a	a	DET
ajceb-8885	407	18	systematic	systematic	ADJ
ajceb-8885	407	19	literature	literature	NOUN
ajceb-8885	407	20	review	review	NOUN
ajceb-8885	407	21	.	.	PUNCT
ajceb-8885	408	1	industrial	industrial	ADJ
ajceb-8885	408	2	marketing	marketing	NOUN
ajceb-8885	408	3	management	management	NOUN
ajceb-8885	408	4	,	,	PUNCT
ajceb-8885	408	5	97	97	NUM
ajceb-8885	408	6	,	,	PUNCT
ajceb-8885	408	7	pp.35	pp.35	NOUN
ajceb-8885	408	8	-	-	SYM
ajceb-8885	408	9	58	58	NUM
ajceb-8885	408	10	.	.	PUNCT
ajceb-8885	409	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajceb-8885	409	2	.	.	PUNCT
ajceb-8885	410	1	indmarman.2021.06.005	indmarman.2021.06.005	VERB
ajceb-8885	411	1	dza	dza	PROPN
ajceb-8885	411	2	,	,	PUNCT
ajceb-8885	411	3	m.	m.	NOUN
ajceb-8885	411	4	,	,	PUNCT
ajceb-8885	411	5	kyeremeh	kyeremeh	NOUN
ajceb-8885	411	6	,	,	PUNCT
ajceb-8885	411	7	e.	e.	PROPN
ajceb-8885	411	8	,	,	PUNCT
ajceb-8885	411	9	dzandu	dzandu	NOUN
ajceb-8885	411	10	,	,	PUNCT
ajceb-8885	411	11	s.s	s.s	PROPN
ajceb-8885	411	12	.	.	PROPN
ajceb-8885	411	13	and	and	CCONJ
ajceb-8885	411	14	afran	afran	ADJ
ajceb-8885	411	15	,	,	PUNCT
ajceb-8885	411	16	s.	s.	PROPN
ajceb-8885	411	17	,	,	PUNCT
ajceb-8885	411	18	2018	2018	NUM
ajceb-8885	411	19	.	.	PUNCT
ajceb-8885	412	1	corruption	corruption	NOUN
ajceb-8885	412	2	in	in	ADP
ajceb-8885	412	3	public	public	ADJ
ajceb-8885	412	4	procurement	procurement	NOUN
ajceb-8885	412	5	in	in	ADP
ajceb-8885	412	6	ghana	ghana	PROPN
ajceb-8885	412	7	:	:	PUNCT
ajceb-8885	412	8	societal	societal	ADJ
ajceb-8885	412	9	norm	norm	NOUN
ajceb-8885	412	10	or	or	CCONJ
ajceb-8885	412	11	deviant	deviant	ADJ
ajceb-8885	412	12	behaviour	behaviour	NOUN
ajceb-8885	412	13	?	?	PUNCT
ajceb-8885	413	1	archives	archive	NOUN
ajceb-8885	413	2	of	of	ADP
ajceb-8885	413	3	business	business	NOUN
ajceb-8885	413	4	research	research	NOUN
ajceb-8885	413	5	,	,	PUNCT
ajceb-8885	413	6	6(12	6(12	NUM
ajceb-8885	413	7	)	)	PUNCT
ajceb-8885	413	8	.	.	PUNCT
ajceb-8885	414	1	https://doi.org/10.14738/abr.612.5719	https://doi.org/10.14738/abr.612.5719	PROPN
ajceb-8885	414	2	ebekozien	ebekozien	PROPN
ajceb-8885	414	3	,	,	PUNCT
ajceb-8885	414	4	a.	a.	NOUN
ajceb-8885	414	5	,	,	PUNCT
ajceb-8885	414	6	2020	2020	NUM
ajceb-8885	414	7	.	.	PUNCT
ajceb-8885	415	1	corrupt	corrupt	ADJ
ajceb-8885	415	2	acts	act	NOUN
ajceb-8885	415	3	in	in	ADP
ajceb-8885	415	4	the	the	DET
ajceb-8885	415	5	nigerian	nigerian	ADJ
ajceb-8885	415	6	construction	construction	NOUN
ajceb-8885	415	7	industry	industry	NOUN
ajceb-8885	415	8	:	:	PUNCT
ajceb-8885	415	9	is	be	AUX
ajceb-8885	415	10	the	the	DET
ajceb-8885	415	11	ruling	rule	VERB
ajceb-8885	415	12	party	party	NOUN
ajceb-8885	415	13	fighting	fight	VERB
ajceb-8885	415	14	corruption	corruption	NOUN
ajceb-8885	415	15	?	?	PUNCT
ajceb-8885	416	1	journal	journal	NOUN
ajceb-8885	416	2	of	of	ADP
ajceb-8885	416	3	contemporary	contemporary	ADJ
ajceb-8885	416	4	african	african	ADJ
ajceb-8885	416	5	studies	study	NOUN
ajceb-8885	416	6	,	,	PUNCT
ajceb-8885	416	7	38(3	38(3	NUM
ajceb-8885	416	8	)	)	PUNCT
ajceb-8885	416	9	,	,	PUNCT
ajceb-8885	416	10	pp.348	pp.348	PROPN
ajceb-8885	416	11	-	-	PUNCT
ajceb-8885	416	12	65	65	NUM
ajceb-8885	416	13	.	.	PUNCT
ajceb-8885	417	1	https://doi.org/10.1080/02589001.2020.1758304	https://doi.org/10.1080/02589001.2020.1758304	PROPN
ajceb-8885	417	2	erol	erol	PROPN
ajceb-8885	417	3	,	,	PUNCT
ajceb-8885	417	4	i.	i.	NOUN
ajceb-8885	417	5	and	and	CCONJ
ajceb-8885	417	6	unal	unal	ADJ
ajceb-8885	417	7	,	,	PUNCT
ajceb-8885	417	8	u.	u.	PROPN
ajceb-8885	417	9	,	,	PUNCT
ajceb-8885	417	10	2015	2015	NUM
ajceb-8885	417	11	.	.	PUNCT
ajceb-8885	418	1	role	role	NOUN
ajceb-8885	418	2	of	of	ADP
ajceb-8885	418	3	construction	construction	NOUN
ajceb-8885	418	4	sector	sector	NOUN
ajceb-8885	418	5	in	in	ADP
ajceb-8885	418	6	economic	economic	ADJ
ajceb-8885	418	7	growth	growth	NOUN
ajceb-8885	418	8	:	:	PUNCT
ajceb-8885	418	9	new	new	ADJ
ajceb-8885	418	10	evidence	evidence	NOUN
ajceb-8885	418	11	from	from	ADP
ajceb-8885	418	12	turkey	turkey	NOUN
ajceb-8885	418	13	(	(	PUNCT
ajceb-8885	418	14	no.68263	no.68263	PROPN
ajceb-8885	418	15	)	)	PUNCT
ajceb-8885	418	16	.	.	PUNCT
ajceb-8885	419	1	university	university	NOUN
ajceb-8885	419	2	library	library	NOUN
ajceb-8885	419	3	of	of	ADP
ajceb-8885	419	4	munich	munich	PROPN
ajceb-8885	419	5	,	,	PUNCT
ajceb-8885	419	6	germany	germany	PROPN
ajceb-8885	419	7	.	.	PROPN
ajceb-8885	419	8	etikan	etikan	PROPN
ajceb-8885	419	9	,	,	PUNCT
ajceb-8885	419	10	i.	i.	PROPN
ajceb-8885	419	11	and	and	CCONJ
ajceb-8885	419	12	bala	bala	PROPN
ajceb-8885	419	13	,	,	PUNCT
ajceb-8885	419	14	k.	k.	PROPN
ajceb-8885	419	15	,	,	PUNCT
ajceb-8885	419	16	2017	2017	NUM
ajceb-8885	419	17	.	.	PUNCT
ajceb-8885	420	1	sampling	sample	VERB
ajceb-8885	420	2	and	and	CCONJ
ajceb-8885	420	3	sampling	sample	VERB
ajceb-8885	420	4	methods	method	NOUN
ajceb-8885	420	5	.	.	PUNCT
ajceb-8885	421	1	biometrics	biometric	NOUN
ajceb-8885	421	2	and	and	CCONJ
ajceb-8885	421	3	biostatistics	biostatistics	PROPN
ajceb-8885	421	4	international	international	PROPN
ajceb-8885	421	5	journal	journal	PROPN
ajceb-8885	421	6	,	,	PUNCT
ajceb-8885	421	7	5(6	5(6	NUM
ajceb-8885	421	8	)	)	PUNCT
ajceb-8885	421	9	,	,	PUNCT
ajceb-8885	421	10	pp.00149	pp.00149	PROPN
ajceb-8885	421	11	.	.	PUNCT
ajceb-8885	422	1	https://doi.org/10.15406/bbij.2017.05.00149	https://doi.org/10.15406/bbij.2017.05.00149	VERB
ajceb-8885	422	2	evans	evan	NOUN
ajceb-8885	422	3	,	,	PUNCT
ajceb-8885	422	4	r.h	r.h	PROPN
ajceb-8885	422	5	.	.	PROPN
ajceb-8885	422	6	,	,	PUNCT
ajceb-8885	422	7	1996	1996	NUM
ajceb-8885	422	8	.	.	PUNCT
ajceb-8885	423	1	an	an	DET
ajceb-8885	423	2	analysis	analysis	NOUN
ajceb-8885	423	3	of	of	ADP
ajceb-8885	423	4	criterion	criterion	NOUN
ajceb-8885	423	5	variable	variable	ADJ
ajceb-8885	423	6	reliability	reliability	NOUN
ajceb-8885	423	7	in	in	ADP
ajceb-8885	423	8	conjoint	conjoint	NOUN
ajceb-8885	423	9	analysis	analysis	NOUN
ajceb-8885	423	10	.	.	PUNCT
ajceb-8885	424	1	perceptual	perceptual	ADJ
ajceb-8885	424	2	and	and	CCONJ
ajceb-8885	424	3	motor	motor	NOUN
ajceb-8885	424	4	skills	skill	NOUN
ajceb-8885	424	5	,	,	PUNCT
ajceb-8885	424	6	82(3	82(3	NUM
ajceb-8885	424	7	)	)	PUNCT
ajceb-8885	424	8	,	,	PUNCT
ajceb-8885	424	9	pp.988	pp.988	PROPN
ajceb-8885	424	10	-	-	PUNCT
ajceb-8885	424	11	90	90	NUM
ajceb-8885	424	12	.	.	PUNCT
ajceb-8885	425	1	https://doi.org/10.2466/pms.1996.82.3.988	https://doi.org/10.2466/pms.1996.82.3.988	PROPN
ajceb-8885	425	2	fan	fan	PROPN
ajceb-8885	425	3	,	,	PUNCT
ajceb-8885	425	4	d.	d.	PROPN
ajceb-8885	425	5	,	,	PUNCT
ajceb-8885	425	6	yeung	yeung	PROPN
ajceb-8885	425	7	,	,	PUNCT
ajceb-8885	425	8	a.c	a.c	PROPN
ajceb-8885	425	9	.	.	PROPN
ajceb-8885	425	10	,	,	PUNCT
ajceb-8885	425	11	yiu	yiu	PROPN
ajceb-8885	425	12	,	,	PUNCT
ajceb-8885	425	13	d.w	d.w	PROPN
ajceb-8885	425	14	.	.	PROPN
ajceb-8885	425	15	and	and	CCONJ
ajceb-8885	425	16	lo	lo	PROPN
ajceb-8885	425	17	,	,	PUNCT
ajceb-8885	425	18	c.k	c.k	PROPN
ajceb-8885	425	19	.	.	PROPN
ajceb-8885	425	20	,	,	PUNCT
ajceb-8885	425	21	2022	2022	NUM
ajceb-8885	425	22	.	.	PUNCT
ajceb-8885	426	1	safety	safety	NOUN
ajceb-8885	426	2	regulation	regulation	NOUN
ajceb-8885	426	3	enforcement	enforcement	NOUN
ajceb-8885	426	4	and	and	CCONJ
ajceb-8885	426	5	production	production	NOUN
ajceb-8885	426	6	safety	safety	NOUN
ajceb-8885	426	7	:	:	PUNCT
ajceb-8885	426	8	the	the	DET
ajceb-8885	426	9	role	role	NOUN
ajceb-8885	426	10	of	of	ADP
ajceb-8885	426	11	penalties	penalty	NOUN
ajceb-8885	426	12	and	and	CCONJ
ajceb-8885	426	13	voluntary	voluntary	ADJ
ajceb-8885	426	14	safety	safety	NOUN
ajceb-8885	426	15	management	management	NOUN
ajceb-8885	426	16	systems	system	NOUN
ajceb-8885	426	17	.	.	PUNCT
ajceb-8885	427	1	international	international	ADJ
ajceb-8885	427	2	journal	journal	PROPN
ajceb-8885	427	3	of	of	ADP
ajceb-8885	427	4	production	production	NOUN
ajceb-8885	427	5	economics	economic	NOUN
ajceb-8885	427	6	,	,	PUNCT
ajceb-8885	427	7	248	248	NUM
ajceb-8885	427	8	,	,	PUNCT
ajceb-8885	427	9	pp.108481	pp.108481	PROPN
ajceb-8885	427	10	.	.	PUNCT
ajceb-8885	428	1	https://doi.org/10.1016/j.ijpe.2022.108481	https://doi.org/10.1016/j.ijpe.2022.108481	ADJ
ajceb-8885	428	2	folorunso	folorunso	NOUN
ajceb-8885	428	3	,	,	PUNCT
ajceb-8885	428	4	o.o	o.o	PROPN
ajceb-8885	428	5	.	.	PROPN
ajceb-8885	428	6	and	and	CCONJ
ajceb-8885	428	7	simeon	simeon	PROPN
ajceb-8885	428	8	,	,	PUNCT
ajceb-8885	428	9	a.o	a.o	PROPN
ajceb-8885	428	10	.	.	PROPN
ajceb-8885	428	11	,	,	PUNCT
ajceb-8885	428	12	2021	2021	NUM
ajceb-8885	428	13	.	.	PUNCT
ajceb-8885	429	1	the	the	DET
ajceb-8885	429	2	gains	gain	NOUN
ajceb-8885	429	3	and	and	CCONJ
ajceb-8885	429	4	the	the	DET
ajceb-8885	429	5	pains	pain	NOUN
ajceb-8885	429	6	of	of	ADP
ajceb-8885	429	7	integrated	integrate	VERB
ajceb-8885	429	8	payroll	payroll	NOUN
ajceb-8885	429	9	and	and	CCONJ
ajceb-8885	429	10	personnel	personnel	NOUN
ajceb-8885	429	11	information	information	NOUN
ajceb-8885	429	12	systems	system	NOUN
ajceb-8885	429	13	(	(	PUNCT
ajceb-8885	429	14	ippis	ippis	NOUN
ajceb-8885	429	15	)	)	PUNCT
ajceb-8885	429	16	policy	policy	NOUN
ajceb-8885	429	17	implementation	implementation	NOUN
ajceb-8885	429	18	in	in	ADP
ajceb-8885	429	19	nigeria	nigeria	PROPN
ajceb-8885	429	20	.	.	PUNCT
ajceb-8885	430	1	journal	journal	PROPN
ajceb-8885	430	2	of	of	ADP
ajceb-8885	430	3	human	human	ADJ
ajceb-8885	430	4	resource	resource	NOUN
ajceb-8885	430	5	and	and	CCONJ
ajceb-8885	430	6	sustainability	sustainability	NOUN
ajceb-8885	430	7	studies	study	NOUN
ajceb-8885	430	8	,	,	PUNCT
ajceb-8885	430	9	9(4	9(4	NOUN
ajceb-8885	430	10	)	)	PUNCT
ajceb-8885	430	11	,	,	PUNCT
ajceb-8885	430	12	pp.551	pp.551	PROPN
ajceb-8885	430	13	-	-	PUNCT
ajceb-8885	430	14	69	69	NUM
ajceb-8885	430	15	.	.	PUNCT
ajceb-8885	431	1	https://doi.org/10.4236/jhrss.2021.94035	https://doi.org/10.4236/jhrss.2021.94035	PROPN
ajceb-8885	431	2	hamilton	hamilton	PROPN
ajceb-8885	431	3	-	-	PUNCT
ajceb-8885	431	4	hart	hart	PROPN
ajceb-8885	431	5	,	,	PUNCT
ajceb-8885	431	6	n.	n.	NOUN
ajceb-8885	431	7	,	,	PUNCT
ajceb-8885	431	8	2001	2001	NUM
ajceb-8885	431	9	.	.	PUNCT
ajceb-8885	432	1	anti	anti	ADJ
ajceb-8885	432	2	-	-	ADJ
ajceb-8885	432	3	corruption	corruption	ADJ
ajceb-8885	432	4	strategies	strategy	NOUN
ajceb-8885	432	5	in	in	ADP
ajceb-8885	432	6	indonesia	indonesia	PROPN
ajceb-8885	432	7	.	.	PUNCT
ajceb-8885	433	1	bulletin	bulletin	PROPN
ajceb-8885	433	2	of	of	ADP
ajceb-8885	433	3	indonesian	indonesian	ADJ
ajceb-8885	433	4	economic	economic	ADJ
ajceb-8885	433	5	studies	study	NOUN
ajceb-8885	433	6	,	,	PUNCT
ajceb-8885	433	7	37(1	37(1	NUM
ajceb-8885	433	8	)	)	PUNCT
ajceb-8885	433	9	,	,	PUNCT
ajceb-8885	433	10	pp.6582	pp.6582	PROPN
ajceb-8885	433	11	.	.	PROPN
ajceb-8885	433	12	https://doi.org/10.1080/000749101300046519	https://doi.org/10.1080/000749101300046519	PROPN
ajceb-8885	433	13	hetami	hetami	PROPN
ajceb-8885	433	14	,	,	PUNCT
ajceb-8885	433	15	a.a	a.a	PROPN
ajceb-8885	433	16	.	.	PROPN
ajceb-8885	433	17	and	and	CCONJ
ajceb-8885	433	18	aransyah	aransyah	PROPN
ajceb-8885	433	19	,	,	PUNCT
ajceb-8885	433	20	m.f	m.f	PROPN
ajceb-8885	433	21	.	.	PROPN
ajceb-8885	433	22	,	,	PUNCT
ajceb-8885	433	23	2020	2020	NUM
ajceb-8885	433	24	.	.	PUNCT
ajceb-8885	434	1	investigation	investigation	NOUN
ajceb-8885	434	2	of	of	ADP
ajceb-8885	434	3	corruption	corruption	NOUN
ajceb-8885	434	4	prevention	prevention	NOUN
ajceb-8885	434	5	plan	plan	NOUN
ajceb-8885	434	6	in	in	ADP
ajceb-8885	434	7	construction	construction	NOUN
ajceb-8885	434	8	industries	industry	NOUN
ajceb-8885	434	9	.	.	PUNCT
ajceb-8885	435	1	jurnal	jurnal	ADJ
ajceb-8885	435	2	perspektif	perspektif	PROPN
ajceb-8885	435	3	pembiayaan	pembiayaan	VERB
ajceb-8885	435	4	dan	dan	PROPN
ajceb-8885	435	5	pembangunan	pembangunan	PROPN
ajceb-8885	435	6	daerah	daerah	PROPN
ajceb-8885	435	7	,	,	PUNCT
ajceb-8885	435	8	8(1	8(1	NOUN
ajceb-8885	435	9	)	)	PUNCT
ajceb-8885	435	10	,	,	PUNCT
ajceb-8885	435	11	pp.51	pp.51	NOUN
ajceb-8885	435	12	-	-	PUNCT
ajceb-8885	435	13	64	64	NUM
ajceb-8885	435	14	.	.	PUNCT
ajceb-8885	436	1	https://doi.org/10.22437/ppd.v8i1.8722	https://doi.org/10.22437/ppd.v8i1.8722	NUM
ajceb-8885	436	2	inuwa	inuwa	NOUN
ajceb-8885	436	3	,	,	PUNCT
ajceb-8885	436	4	i.	i.	NOUN
ajceb-8885	436	5	,	,	PUNCT
ajceb-8885	436	6	ononiwu	ononiwu	ADJ
ajceb-8885	436	7	,	,	PUNCT
ajceb-8885	436	8	c.	c.	PROPN
ajceb-8885	436	9	and	and	CCONJ
ajceb-8885	436	10	kah	kah	PROPN
ajceb-8885	436	11	,	,	PUNCT
ajceb-8885	436	12	m.m	m.m	PROPN
ajceb-8885	436	13	.	.	PROPN
ajceb-8885	436	14	,	,	PUNCT
ajceb-8885	436	15	2020	2020	NUM
ajceb-8885	436	16	.	.	PUNCT
ajceb-8885	437	1	dimensions	dimension	NOUN
ajceb-8885	437	2	that	that	PRON
ajceb-8885	437	3	characterize	characterize	VERB
ajceb-8885	437	4	and	and	CCONJ
ajceb-8885	437	5	mechanisms	mechanism	NOUN
ajceb-8885	437	6	that	that	PRON
ajceb-8885	437	7	cause	cause	VERB
ajceb-8885	437	8	the	the	DET
ajceb-8885	437	9	misuse	misuse	NOUN
ajceb-8885	437	10	of	of	ADP
ajceb-8885	437	11	information	information	NOUN
ajceb-8885	437	12	systems	system	NOUN
ajceb-8885	437	13	for	for	ADP
ajceb-8885	437	14	corrupt	corrupt	ADJ
ajceb-8885	437	15	practices	practice	NOUN
ajceb-8885	437	16	in	in	ADP
ajceb-8885	437	17	the	the	DET
ajceb-8885	437	18	nigerian	nigerian	ADJ
ajceb-8885	437	19	public	public	ADJ
ajceb-8885	437	20	sector	sector	NOUN
ajceb-8885	437	21	.	.	PUNCT
ajceb-8885	438	1	the	the	DET
ajceb-8885	438	2	electronic	electronic	ADJ
ajceb-8885	438	3	journal	journal	NOUN
ajceb-8885	438	4	of	of	ADP
ajceb-8885	438	5	information	information	NOUN
ajceb-8885	438	6	systems	system	NOUN
ajceb-8885	438	7	in	in	ADP
ajceb-8885	438	8	developing	develop	VERB
ajceb-8885	438	9	countries	country	NOUN
ajceb-8885	438	10	,	,	PUNCT
ajceb-8885	438	11	86(6	86(6	ADJ
ajceb-8885	438	12	)	)	PUNCT
ajceb-8885	438	13	,	,	PUNCT
ajceb-8885	438	14	pp.12136	pp.12136	PROPN
ajceb-8885	438	15	.	.	PUNCT
ajceb-8885	438	16	https://doi.org/10.1002/isd2.12136	https://doi.org/10.1002/isd2.12136	PROPN
ajceb-8885	439	1	inuwa	inuwa	PROPN
ajceb-8885	439	2	,	,	PUNCT
ajceb-8885	439	3	i.	i.	NOUN
ajceb-8885	439	4	,	,	PUNCT
ajceb-8885	439	5	ononiwu	ononiwu	ADJ
ajceb-8885	439	6	,	,	PUNCT
ajceb-8885	439	7	c.	c.	PROPN
ajceb-8885	439	8	,	,	PUNCT
ajceb-8885	439	9	kah	kah	PROPN
ajceb-8885	439	10	,	,	PUNCT
ajceb-8885	439	11	m.m	m.m	PROPN
ajceb-8885	439	12	.	.	PROPN
ajceb-8885	439	13	and	and	CCONJ
ajceb-8885	439	14	quaye	quaye	PROPN
ajceb-8885	439	15	,	,	PUNCT
ajceb-8885	439	16	a.k	a.k	PROPN
ajceb-8885	439	17	.	.	PROPN
ajceb-8885	439	18	,	,	PUNCT
ajceb-8885	439	19	2019	2019	NUM
ajceb-8885	439	20	.	.	PUNCT
ajceb-8885	440	1	mechanisms	mechanism	NOUN
ajceb-8885	440	2	fostering	foster	VERB
ajceb-8885	440	3	the	the	DET
ajceb-8885	440	4	misuse	misuse	NOUN
ajceb-8885	440	5	of	of	ADP
ajceb-8885	440	6	information	information	NOUN
ajceb-8885	440	7	systems	system	NOUN
ajceb-8885	440	8	for	for	ADP
ajceb-8885	440	9	corrupt	corrupt	ADJ
ajceb-8885	440	10	practices	practice	NOUN
ajceb-8885	440	11	in	in	ADP
ajceb-8885	440	12	the	the	DET
ajceb-8885	440	13	nigerian	nigerian	ADJ
ajceb-8885	440	14	public	public	ADJ
ajceb-8885	440	15	sector	sector	NOUN
ajceb-8885	440	16	.	.	PUNCT
ajceb-8885	441	1	in	in	ADP
ajceb-8885	441	2	:	:	PUNCT
ajceb-8885	441	3	petter	petter	PROPN
ajceb-8885	441	4	nielsen	nielsen	PROPN
ajceb-8885	441	5	and	and	CCONJ
ajceb-8885	441	6	h.c	h.c	PROPN
ajceb-8885	441	7	.	.	PROPN
ajceb-8885	441	8	kimaro	kimaro	PROPN
ajceb-8885	441	9	eds	eds	PROPN
ajceb-8885	441	10	.	.	PUNCT
ajceb-8885	441	11	information	information	NOUN
ajceb-8885	441	12	and	and	CCONJ
ajceb-8885	441	13	oluseye	oluseye	NOUN
ajceb-8885	441	14	et	et	PROPN
ajceb-8885	441	15	al	al	PROPN
ajceb-8885	441	16	.	.	PUNCT
ajceb-8885	442	1	construction	construction	NOUN
ajceb-8885	442	2	economics	economic	NOUN
ajceb-8885	442	3	and	and	CCONJ
ajceb-8885	442	4	building	building	NOUN
ajceb-8885	442	5	,	,	PUNCT
ajceb-8885	442	6	vol	vol	NOUN
ajceb-8885	442	7	.	.	PROPN
ajceb-8885	442	8	23	23	NUM
ajceb-8885	442	9	,	,	PUNCT
ajceb-8885	442	10	no	no	INTJ
ajceb-8885	442	11	.	.	NOUN
ajceb-8885	443	1	3/4	3/4	NUM
ajceb-8885	443	2	december	december	PROPN
ajceb-8885	443	3	2023205	2023205	NUM
ajceb-8885	443	4	https://doi.org/10.1080/15623599.2020.1774836	https://doi.org/10.1080/15623599.2020.1774836	NOUN
ajceb-8885	443	5	https://doi.org/10.1353/jda.2019.0011	https://doi.org/10.1353/jda.2019.0011	ADJ
ajceb-8885	443	6	https://doi.org/10.1016/j.giq.2010.03.001	https://doi.org/10.1016/j.giq.2010.03.001	NOUN
ajceb-8885	443	7	https://doi.org/10.1016/j.indmarman.2021.06.005	https://doi.org/10.1016/j.indmarman.2021.06.005	VERB
ajceb-8885	443	8	https://doi.org/10.1016/j.indmarman.2021.06.005	https://doi.org/10.1016/j.indmarman.2021.06.005	VERB
ajceb-8885	443	9	https://doi.org/10.14738/abr.612.5719	https://doi.org/10.14738/abr.612.5719	NOUN
ajceb-8885	443	10	https://doi.org/10.1080/02589001.2020.1758304	https://doi.org/10.1080/02589001.2020.1758304	PROPN
ajceb-8885	444	1	https://doi.org/10.15406/bbij.2017.05.00149	https://doi.org/10.15406/bbij.2017.05.00149	VERB
ajceb-8885	444	2	https://doi.org/10.2466/pms.1996.82.3.988	https://doi.org/10.2466/pms.1996.82.3.988	PRON
ajceb-8885	444	3	https://doi.org/10.1016/j.ijpe.2022.108481	https://doi.org/10.1016/j.ijpe.2022.108481	ADJ
ajceb-8885	444	4	https://doi.org/10.4236/jhrss.2021.94035	https://doi.org/10.4236/jhrss.2021.94035	PROPN
ajceb-8885	444	5	https://doi.org/10.1080/000749101300046519	https://doi.org/10.1080/000749101300046519	AUX
ajceb-8885	444	6	https://doi.org/10.22437/ppd.v8i1.8722	https://doi.org/10.22437/ppd.v8i1.8722	DET
ajceb-8885	444	7	https://doi.org/10.1002/isd2.12136	https://doi.org/10.1002/isd2.12136	ADJ
ajceb-8885	444	8	communication	communication	NOUN
ajceb-8885	444	9	technologies	technology	NOUN
ajceb-8885	444	10	for	for	ADP
ajceb-8885	444	11	development	development	NOUN
ajceb-8885	444	12	.	.	PUNCT
ajceb-8885	445	1	proceedings	proceeding	NOUN
ajceb-8885	445	2	of	of	ADP
ajceb-8885	445	3	the	the	DET
ajceb-8885	445	4	international	international	ADJ
ajceb-8885	445	5	conference	conference	NOUN
ajceb-8885	445	6	on	on	ADP
ajceb-8885	445	7	social	social	ADJ
ajceb-8885	445	8	implications	implication	NOUN
ajceb-8885	445	9	of	of	ADP
ajceb-8885	445	10	computers	computer	NOUN
ajceb-8885	445	11	in	in	ADP
ajceb-8885	445	12	developing	develop	VERB
ajceb-8885	445	13	countries	country	NOUN
ajceb-8885	445	14	,	,	PUNCT
ajceb-8885	445	15	dar	dar	PROPN
ajceb-8885	445	16	es	es	NOUN
ajceb-8885	445	17	salaam	salaam	PROPN
ajceb-8885	445	18	,	,	PUNCT
ajceb-8885	445	19	tanzania	tanzania	PROPN
ajceb-8885	445	20	,	,	PUNCT
ajceb-8885	445	21	1	1	NUM
ajceb-8885	445	22	-	-	SYM
ajceb-8885	445	23	3	3	NUM
ajceb-8885	445	24	may	may	PROPN
ajceb-8885	445	25	2019	2019	NUM
ajceb-8885	445	26	,	,	PUNCT
ajceb-8885	445	27	pp.122	pp.122	PROPN
ajceb-8885	445	28	-	-	PUNCT
ajceb-8885	445	29	34	34	NUM
ajceb-8885	445	30	.	.	PUNCT
ajceb-8885	445	31	cham	cham	PROPN
ajceb-8885	445	32	,	,	PUNCT
ajceb-8885	445	33	switzerland	switzerland	PROPN
ajceb-8885	445	34	:	:	PUNCT
ajceb-8885	445	35	springer	springer	NOUN
ajceb-8885	445	36	.	.	PUNCT
ajceb-8885	446	1	https://doi.org/10.1007/978-3-030-19115-3_11	https://doi.org/10.1007/978-3-030-19115-3_11	PROPN
ajceb-8885	446	2	jang	jang	PROPN
ajceb-8885	446	3	,	,	PUNCT
ajceb-8885	446	4	h.s	h.s	PROPN
ajceb-8885	446	5	.	.	PROPN
ajceb-8885	446	6	,	,	PUNCT
ajceb-8885	446	7	park	park	PROPN
ajceb-8885	446	8	,	,	PUNCT
ajceb-8885	446	9	h.k	h.k	PROPN
ajceb-8885	446	10	.	.	PROPN
ajceb-8885	446	11	and	and	CCONJ
ajceb-8885	446	12	lee	lee	PROPN
ajceb-8885	446	13	,	,	PUNCT
ajceb-8885	446	14	y.s	y.s	PROPN
ajceb-8885	446	15	.	.	PROPN
ajceb-8885	446	16	,	,	PUNCT
ajceb-8885	446	17	2012	2012	NUM
ajceb-8885	446	18	.	.	PUNCT
ajceb-8885	447	1	a	a	DET
ajceb-8885	447	2	study	study	NOUN
ajceb-8885	447	3	on	on	ADP
ajceb-8885	447	4	strategies	strategy	NOUN
ajceb-8885	447	5	for	for	ADP
ajceb-8885	447	6	enhancing	enhance	VERB
ajceb-8885	447	7	the	the	DET
ajceb-8885	447	8	transparency	transparency	NOUN
ajceb-8885	447	9	of	of	ADP
ajceb-8885	447	10	the	the	DET
ajceb-8885	447	11	domestic	domestic	ADJ
ajceb-8885	447	12	construction	construction	NOUN
ajceb-8885	447	13	industry	industry	NOUN
ajceb-8885	447	14	through	through	ADP
ajceb-8885	447	15	foreign	foreign	ADJ
ajceb-8885	447	16	cases	case	NOUN
ajceb-8885	447	17	.	.	PUNCT
ajceb-8885	448	1	ksce	ksce	PROPN
ajceb-8885	448	2	journal	journal	PROPN
ajceb-8885	448	3	of	of	ADP
ajceb-8885	448	4	civil	civil	ADJ
ajceb-8885	448	5	and	and	CCONJ
ajceb-8885	448	6	environmental	environmental	ADJ
ajceb-8885	448	7	engineering	engineering	NOUN
ajceb-8885	448	8	research	research	NOUN
ajceb-8885	448	9	,	,	PUNCT
ajceb-8885	448	10	32(3d	32(3d	NUM
ajceb-8885	448	11	)	)	PUNCT
ajceb-8885	448	12	,	,	PUNCT
ajceb-8885	448	13	pp.231	pp.231	PROPN
ajceb-8885	448	14	-	-	PUNCT
ajceb-8885	448	15	37	37	NUM
ajceb-8885	448	16	.	.	PUNCT
ajceb-8885	449	1	joseph	joseph	PROPN
ajceb-8885	449	2	,	,	PUNCT
ajceb-8885	449	3	c.	c.	PROPN
ajceb-8885	449	4	,	,	PUNCT
ajceb-8885	449	5	gunawan	gunawan	PROPN
ajceb-8885	449	6	,	,	PUNCT
ajceb-8885	449	7	j.	j.	PROPN
ajceb-8885	449	8	,	,	PUNCT
ajceb-8885	449	9	sawani	sawani	NOUN
ajceb-8885	449	10	,	,	PUNCT
ajceb-8885	449	11	y.	y.	NOUN
ajceb-8885	449	12	,	,	PUNCT
ajceb-8885	449	13	rahmat	rahmat	NOUN
ajceb-8885	449	14	,	,	PUNCT
ajceb-8885	449	15	m.	m.	NOUN
ajceb-8885	449	16	,	,	PUNCT
ajceb-8885	449	17	noyem	noyem	PROPN
ajceb-8885	449	18	,	,	PUNCT
ajceb-8885	449	19	j.a	j.a	PROPN
ajceb-8885	449	20	.	.	PROPN
ajceb-8885	449	21	and	and	CCONJ
ajceb-8885	449	22	darus	darus	PROPN
ajceb-8885	449	23	,	,	PUNCT
ajceb-8885	449	24	f.	f.	PROPN
ajceb-8885	449	25	,	,	PUNCT
ajceb-8885	449	26	2016	2016	NUM
ajceb-8885	449	27	.	.	PUNCT
ajceb-8885	450	1	a	a	DET
ajceb-8885	450	2	comparative	comparative	ADJ
ajceb-8885	450	3	study	study	NOUN
ajceb-8885	450	4	of	of	ADP
ajceb-8885	450	5	anticorruption	anticorruption	NOUN
ajceb-8885	450	6	practice	practice	NOUN
ajceb-8885	450	7	disclosure	disclosure	NOUN
ajceb-8885	450	8	among	among	ADP
ajceb-8885	450	9	malaysian	malaysian	ADJ
ajceb-8885	450	10	and	and	CCONJ
ajceb-8885	450	11	indonesian	indonesian	ADJ
ajceb-8885	450	12	corporate	corporate	ADJ
ajceb-8885	450	13	social	social	ADJ
ajceb-8885	450	14	responsibility	responsibility	NOUN
ajceb-8885	450	15	(	(	PUNCT
ajceb-8885	450	16	csr	csr	NOUN
ajceb-8885	450	17	)	)	PUNCT
ajceb-8885	450	18	best	good	ADJ
ajceb-8885	450	19	-	-	PUNCT
ajceb-8885	450	20	practice	practice	NOUN
ajceb-8885	450	21	companies	company	NOUN
ajceb-8885	450	22	.	.	PUNCT
ajceb-8885	451	1	journal	journal	NOUN
ajceb-8885	451	2	of	of	ADP
ajceb-8885	451	3	cleaner	clean	ADJ
ajceb-8885	451	4	production	production	NOUN
ajceb-8885	451	5	,	,	PUNCT
ajceb-8885	451	6	112	112	NUM
ajceb-8885	451	7	,	,	PUNCT
ajceb-8885	451	8	pp.2896	pp.2896	NOUN
ajceb-8885	451	9	-	-	PUNCT
ajceb-8885	451	10	2906	2906	NUM
ajceb-8885	451	11	.	.	PUNCT
ajceb-8885	452	1	https://doi.org/10.1016/j.jclepro.2015.10.091	https://doi.org/10.1016/j.jclepro.2015.10.091	NOUN
ajceb-8885	452	2	krastev	krastev	NOUN
ajceb-8885	452	3	,	,	PUNCT
ajceb-8885	452	4	i.	i.	NOUN
ajceb-8885	452	5	,	,	PUNCT
ajceb-8885	452	6	2003	2003	NUM
ajceb-8885	452	7	.	.	PUNCT
ajceb-8885	453	1	corruption	corruption	NOUN
ajceb-8885	453	2	,	,	PUNCT
ajceb-8885	453	3	anti	anti	ADJ
ajceb-8885	453	4	-	-	ADJ
ajceb-8885	453	5	corruption	corruption	ADJ
ajceb-8885	453	6	sentiments	sentiment	NOUN
ajceb-8885	453	7	,	,	PUNCT
ajceb-8885	453	8	and	and	CCONJ
ajceb-8885	453	9	the	the	DET
ajceb-8885	453	10	rule	rule	NOUN
ajceb-8885	453	11	of	of	ADP
ajceb-8885	453	12	law	law	NOUN
ajceb-8885	453	13	.	.	PUNCT
ajceb-8885	454	1	in	in	ADP
ajceb-8885	454	2	:	:	PUNCT
ajceb-8885	454	3	andrea	andrea	PROPN
ajceb-8885	454	4	krizan	krizan	PROPN
ajceb-8885	454	5	and	and	CCONJ
ajceb-8885	454	6	violetta	violetta	PROPN
ajceb-8885	454	7	zentai	zentai	PROPN
ajceb-8885	454	8	,	,	PUNCT
ajceb-8885	454	9	eds	ed	NOUN
ajceb-8885	454	10	.	.	PUNCT
ajceb-8885	454	11	reshaping	reshape	VERB
ajceb-8885	454	12	globalization	globalization	NOUN
ajceb-8885	454	13	:	:	PUNCT
ajceb-8885	454	14	multilateral	multilateral	ADJ
ajceb-8885	454	15	dialogues	dialogue	NOUN
ajceb-8885	454	16	and	and	CCONJ
ajceb-8885	454	17	new	new	ADJ
ajceb-8885	454	18	policy	policy	NOUN
ajceb-8885	454	19	initiatives	initiative	NOUN
ajceb-8885	454	20	.	.	PUNCT
ajceb-8885	455	1	ch.ii	ch.ii	PROPN
ajceb-8885	455	2	,	,	PUNCT
ajceb-8885	455	3	pp.135	pp.135	PROPN
ajceb-8885	455	4	-	-	PUNCT
ajceb-8885	455	5	54	54	NUM
ajceb-8885	455	6	.	.	PUNCT
ajceb-8885	456	1	kuoribo	kuoribo	PROPN
ajceb-8885	456	2	,	,	PUNCT
ajceb-8885	456	3	e.	e.	PROPN
ajceb-8885	456	4	,	,	PUNCT
ajceb-8885	456	5	owusu	owusu	PROPN
ajceb-8885	456	6	-	-	PUNCT
ajceb-8885	456	7	manu	manu	PROPN
ajceb-8885	456	8	,	,	PUNCT
ajceb-8885	456	9	d.g	d.g	PROPN
ajceb-8885	456	10	.	.	PROPN
ajceb-8885	456	11	,	,	PUNCT
ajceb-8885	456	12	yomoah	yomoah	PROPN
ajceb-8885	456	13	,	,	PUNCT
ajceb-8885	456	14	r.	r.	PROPN
ajceb-8885	456	15	,	,	PUNCT
ajceb-8885	456	16	debrah	debrah	PROPN
ajceb-8885	456	17	,	,	PUNCT
ajceb-8885	456	18	c.	c.	PROPN
ajceb-8885	456	19	,	,	PUNCT
ajceb-8885	456	20	acheampong	acheampong	PROPN
ajceb-8885	456	21	,	,	PUNCT
ajceb-8885	456	22	a.	a.	PROPN
ajceb-8885	456	23	and	and	CCONJ
ajceb-8885	456	24	edwards	edwards	PROPN
ajceb-8885	456	25	,	,	PUNCT
ajceb-8885	456	26	d.j	d.j	PROPN
ajceb-8885	456	27	.	.	PROPN
ajceb-8885	456	28	,	,	PUNCT
ajceb-8885	456	29	2021	2021	NUM
ajceb-8885	456	30	.	.	PUNCT
ajceb-8885	457	1	ethical	ethical	ADJ
ajceb-8885	457	2	and	and	CCONJ
ajceb-8885	457	3	unethical	unethical	ADJ
ajceb-8885	457	4	behaviour	behaviour	NOUN
ajceb-8885	457	5	of	of	ADP
ajceb-8885	457	6	built	build	VERB
ajceb-8885	457	7	environment	environment	NOUN
ajceb-8885	457	8	professionals	professional	NOUN
ajceb-8885	457	9	in	in	ADP
ajceb-8885	457	10	the	the	DET
ajceb-8885	457	11	ghanaian	ghanaian	ADJ
ajceb-8885	457	12	construction	construction	NOUN
ajceb-8885	457	13	industry	industry	NOUN
ajceb-8885	457	14	.	.	PUNCT
ajceb-8885	458	1	journal	journal	PROPN
ajceb-8885	458	2	of	of	ADP
ajceb-8885	458	3	engineering	engineering	NOUN
ajceb-8885	458	4	,	,	PUNCT
ajceb-8885	458	5	design	design	NOUN
ajceb-8885	458	6	and	and	CCONJ
ajceb-8885	458	7	technology	technology	NOUN
ajceb-8885	458	8	,	,	PUNCT
ajceb-8885	458	9	[	[	X
ajceb-8885	458	10	e	e	NOUN
ajceb-8885	458	11	-	-	NOUN
ajceb-8885	458	12	journal	journal	NOUN
ajceb-8885	458	13	]	]	PUNCT
ajceb-8885	458	14	21(3	21(3	NUM
ajceb-8885	458	15	)	)	PUNCT
ajceb-8885	458	16	,	,	PUNCT
ajceb-8885	458	17	pp.840	pp.840	PROPN
ajceb-8885	458	18	-	-	PUNCT
ajceb-8885	458	19	61	61	NUM
ajceb-8885	458	20	.	.	PUNCT
ajceb-8885	459	1	https://doi.org/10.1108/jedt-02-2021-0108	https://doi.org/10.1108/jedt-02-2021-0108	PROPN
ajceb-8885	459	2	ledeneva	ledeneva	PROPN
ajceb-8885	459	3	,	,	PUNCT
ajceb-8885	459	4	a.v	a.v	PROPN
ajceb-8885	459	5	.	.	PROPN
ajceb-8885	459	6	and	and	CCONJ
ajceb-8885	459	7	shekshnia	shekshnia	PROPN
ajceb-8885	459	8	,	,	PUNCT
ajceb-8885	459	9	s.	s.	PROPN
ajceb-8885	459	10	,	,	PUNCT
ajceb-8885	459	11	2011	2011	NUM
ajceb-8885	459	12	.	.	PUNCT
ajceb-8885	460	1	doing	do	VERB
ajceb-8885	460	2	business	business	NOUN
ajceb-8885	460	3	in	in	ADP
ajceb-8885	460	4	russia	russia	PROPN
ajceb-8885	460	5	:	:	PUNCT
ajceb-8885	460	6	informal	informal	ADJ
ajceb-8885	460	7	practices	practice	NOUN
ajceb-8885	460	8	and	and	CCONJ
ajceb-8885	460	9	anti	anti	ADJ
ajceb-8885	460	10	-	-	ADJ
ajceb-8885	460	11	corruption	corruption	ADJ
ajceb-8885	460	12	strategies	strategy	NOUN
ajceb-8885	460	13	.	.	PUNCT
ajceb-8885	461	1	russie	russie	PROPN
ajceb-8885	461	2	.	.	PUNCT
ajceb-8885	462	1	nei	nei	PROPN
ajceb-8885	462	2	.	.	PUNCT
ajceb-8885	463	1	visions	vision	NOUN
ajceb-8885	463	2	,	,	PUNCT
ajceb-8885	463	3	(	(	PUNCT
ajceb-8885	463	4	58	58	NUM
ajceb-8885	463	5	)	)	PUNCT
ajceb-8885	463	6	.	.	PUNCT
ajceb-8885	464	1	paris	paris	PROPN
ajceb-8885	464	2	,	,	PUNCT
ajceb-8885	464	3	france	france	PROPN
ajceb-8885	464	4	:	:	PUNCT
ajceb-8885	464	5	ifri	ifri	PROPN
ajceb-8885	464	6	.	.	PROPN
ajceb-8885	464	7	lehtinen	lehtinen	PROPN
ajceb-8885	464	8	,	,	PUNCT
ajceb-8885	464	9	j.	j.	PROPN
ajceb-8885	464	10	,	,	PUNCT
ajceb-8885	464	11	locatelli	locatelli	PROPN
ajceb-8885	464	12	,	,	PUNCT
ajceb-8885	464	13	g.	g.	PROPN
ajceb-8885	464	14	,	,	PUNCT
ajceb-8885	464	15	sainati	sainati	PROPN
ajceb-8885	464	16	,	,	PUNCT
ajceb-8885	464	17	t.	t.	PROPN
ajceb-8885	464	18	,	,	PUNCT
ajceb-8885	464	19	artto	artto	NOUN
ajceb-8885	464	20	,	,	PUNCT
ajceb-8885	464	21	k.	k.	PROPN
ajceb-8885	464	22	and	and	CCONJ
ajceb-8885	464	23	evans	evans	PROPN
ajceb-8885	464	24	,	,	PUNCT
ajceb-8885	464	25	b.	b.	PROPN
ajceb-8885	464	26	,	,	PUNCT
ajceb-8885	464	27	2022	2022	NUM
ajceb-8885	464	28	.	.	PUNCT
ajceb-8885	465	1	the	the	DET
ajceb-8885	465	2	grand	grand	ADJ
ajceb-8885	465	3	challenge	challenge	NOUN
ajceb-8885	465	4	:	:	PUNCT
ajceb-8885	465	5	effective	effective	ADJ
ajceb-8885	465	6	anti	anti	ADJ
ajceb-8885	465	7	-	-	ADJ
ajceb-8885	465	8	corruption	corruption	ADJ
ajceb-8885	465	9	measures	measure	NOUN
ajceb-8885	465	10	in	in	ADP
ajceb-8885	465	11	projects	project	NOUN
ajceb-8885	465	12	.	.	PUNCT
ajceb-8885	466	1	international	international	ADJ
ajceb-8885	466	2	journal	journal	PROPN
ajceb-8885	466	3	of	of	ADP
ajceb-8885	466	4	project	project	NOUN
ajceb-8885	466	5	management	management	NOUN
ajceb-8885	466	6	,	,	PUNCT
ajceb-8885	466	7	40(4	40(4	NUM
ajceb-8885	466	8	)	)	PUNCT
ajceb-8885	466	9	,	,	PUNCT
ajceb-8885	466	10	pp.347	pp.347	PROPN
ajceb-8885	466	11	-	-	SYM
ajceb-8885	466	12	61	61	NUM
ajceb-8885	466	13	.	.	PUNCT
ajceb-8885	467	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajceb-8885	467	2	.	.	PUNCT
ajceb-8885	468	1	ijproman.2022.04.003	ijproman.2022.04.003	PROPN
ajceb-8885	469	1	mackey	mackey	PROPN
ajceb-8885	469	2	,	,	PUNCT
ajceb-8885	469	3	t.k	t.k	PROPN
ajceb-8885	469	4	.	.	PROPN
ajceb-8885	469	5	and	and	CCONJ
ajceb-8885	469	6	cuomo	cuomo	PROPN
ajceb-8885	469	7	,	,	PUNCT
ajceb-8885	469	8	r.e	r.e	PROPN
ajceb-8885	469	9	.	.	PROPN
ajceb-8885	469	10	,	,	PUNCT
ajceb-8885	469	11	2020	2020	NUM
ajceb-8885	469	12	.	.	PUNCT
ajceb-8885	470	1	an	an	DET
ajceb-8885	470	2	interdisciplinary	interdisciplinary	ADJ
ajceb-8885	470	3	review	review	NOUN
ajceb-8885	470	4	of	of	ADP
ajceb-8885	470	5	digital	digital	ADJ
ajceb-8885	470	6	technologies	technology	NOUN
ajceb-8885	470	7	to	to	PART
ajceb-8885	470	8	facilitate	facilitate	VERB
ajceb-8885	470	9	anti	anti	ADJ
ajceb-8885	470	10	-	-	NOUN
ajceb-8885	470	11	corruption	corruption	NOUN
ajceb-8885	470	12	,	,	PUNCT
ajceb-8885	470	13	transparency	transparency	NOUN
ajceb-8885	470	14	and	and	CCONJ
ajceb-8885	470	15	accountability	accountability	NOUN
ajceb-8885	470	16	in	in	ADP
ajceb-8885	470	17	medicines	medicine	NOUN
ajceb-8885	470	18	procurement	procurement	NOUN
ajceb-8885	470	19	.	.	PUNCT
ajceb-8885	471	1	global	global	ADJ
ajceb-8885	471	2	health	health	PROPN
ajceb-8885	471	3	action	action	NOUN
ajceb-8885	471	4	,	,	PUNCT
ajceb-8885	471	5	13(sup1	13(sup1	NUM
ajceb-8885	471	6	)	)	PUNCT
ajceb-8885	471	7	,	,	PUNCT
ajceb-8885	471	8	pp.1695241	pp.1695241	X
ajceb-8885	471	9	.	.	PUNCT
ajceb-8885	472	1	https://doi.org/1	https://doi.org/1	PROPN
ajceb-8885	472	2	0.1080/16549716.2019.1695241	0.1080/16549716.2019.1695241	PROPN
ajceb-8885	472	3	maruichi	maruichi	NOUN
ajceb-8885	472	4	,	,	PUNCT
ajceb-8885	472	5	d.	d.	PROPN
ajceb-8885	472	6	and	and	CCONJ
ajceb-8885	472	7	abe	abe	PROPN
ajceb-8885	472	8	,	,	PUNCT
ajceb-8885	472	9	m.	m.	NOUN
ajceb-8885	472	10	,	,	PUNCT
ajceb-8885	472	11	2019	2019	NUM
ajceb-8885	472	12	.	.	PUNCT
ajceb-8885	473	1	corruption	corruption	NOUN
ajceb-8885	473	2	and	and	CCONJ
ajceb-8885	473	3	the	the	DET
ajceb-8885	473	4	business	business	NOUN
ajceb-8885	473	5	environment	environment	NOUN
ajceb-8885	473	6	in	in	ADP
ajceb-8885	473	7	vietnam	vietnam	PROPN
ajceb-8885	473	8	:	:	PUNCT
ajceb-8885	473	9	implications	implication	NOUN
ajceb-8885	473	10	from	from	ADP
ajceb-8885	473	11	an	an	DET
ajceb-8885	473	12	empirical	empirical	ADJ
ajceb-8885	473	13	study	study	NOUN
ajceb-8885	473	14	.	.	PUNCT
ajceb-8885	474	1	asia	asia	PROPN
ajceb-8885	474	2	and	and	CCONJ
ajceb-8885	474	3	the	the	DET
ajceb-8885	474	4	pacific	pacific	ADJ
ajceb-8885	474	5	policy	policy	NOUN
ajceb-8885	474	6	studies	study	NOUN
ajceb-8885	474	7	,	,	PUNCT
ajceb-8885	474	8	6(2	6(2	NUM
ajceb-8885	474	9	)	)	PUNCT
ajceb-8885	474	10	,	,	PUNCT
ajceb-8885	474	11	pp.222	pp.222	PROPN
ajceb-8885	474	12	-	-	PUNCT
ajceb-8885	474	13	45	45	NUM
ajceb-8885	474	14	.	.	PUNCT
ajceb-8885	475	1	https://doi.org/10.1002/app5.275	https://doi.org/10.1002/app5.275	PROPN
ajceb-8885	475	2	mattoni	mattoni	PROPN
ajceb-8885	475	3	,	,	PUNCT
ajceb-8885	475	4	a.	a.	NOUN
ajceb-8885	475	5	and	and	CCONJ
ajceb-8885	475	6	odilla	odilla	NOUN
ajceb-8885	475	7	,	,	PUNCT
ajceb-8885	475	8	f.	f.	PROPN
ajceb-8885	475	9	,	,	PUNCT
ajceb-8885	475	10	2021	2021	NUM
ajceb-8885	475	11	.	.	PUNCT
ajceb-8885	476	1	digital	digital	ADJ
ajceb-8885	476	2	media	medium	NOUN
ajceb-8885	476	3	,	,	PUNCT
ajceb-8885	476	4	activism	activism	NOUN
ajceb-8885	476	5	,	,	PUNCT
ajceb-8885	476	6	and	and	CCONJ
ajceb-8885	476	7	social	social	ADJ
ajceb-8885	476	8	movements	movement	NOUN
ajceb-8885	476	9	’	'	PUNCT
ajceb-8885	476	10	outcomes	outcome	NOUN
ajceb-8885	476	11	in	in	ADP
ajceb-8885	476	12	the	the	DET
ajceb-8885	476	13	policy	policy	NOUN
ajceb-8885	476	14	arena	arena	NOUN
ajceb-8885	476	15	.	.	PUNCT
ajceb-8885	477	1	the	the	DET
ajceb-8885	477	2	case	case	NOUN
ajceb-8885	477	3	of	of	ADP
ajceb-8885	477	4	two	two	NUM
ajceb-8885	477	5	anti	anti	ADJ
ajceb-8885	477	6	-	-	ADJ
ajceb-8885	477	7	corruption	corruption	ADJ
ajceb-8885	477	8	mobilizations	mobilization	NOUN
ajceb-8885	477	9	in	in	ADP
ajceb-8885	477	10	brazil	brazil	PROPN
ajceb-8885	477	11	.	.	PUNCT
ajceb-8885	478	1	partecipazione	partecipazione	NOUN
ajceb-8885	478	2	e	e	X
ajceb-8885	478	3	conflitto	conflitto	PROPN
ajceb-8885	478	4	,	,	PUNCT
ajceb-8885	478	5	14(3	14(3	NUM
ajceb-8885	478	6	)	)	PUNCT
ajceb-8885	478	7	,	,	PUNCT
ajceb-8885	478	8	pp.1127	pp.1127	PROPN
ajceb-8885	478	9	-	-	PUNCT
ajceb-8885	478	10	50	50	NUM
ajceb-8885	478	11	.	.	PUNCT
ajceb-8885	479	1	maxwell	maxwell	PROPN
ajceb-8885	479	2	,	,	PUNCT
ajceb-8885	479	3	s.e	s.e	PROPN
ajceb-8885	479	4	.	.	PROPN
ajceb-8885	479	5	,	,	PUNCT
ajceb-8885	479	6	2000	2000	NUM
ajceb-8885	479	7	.	.	PUNCT
ajceb-8885	480	1	sample	sample	NOUN
ajceb-8885	480	2	size	size	NOUN
ajceb-8885	480	3	and	and	CCONJ
ajceb-8885	480	4	multiple	multiple	ADJ
ajceb-8885	480	5	regression	regression	NOUN
ajceb-8885	480	6	analysis	analysis	NOUN
ajceb-8885	480	7	.	.	PUNCT
ajceb-8885	481	1	psychological	psychological	ADJ
ajceb-8885	481	2	methods	method	NOUN
ajceb-8885	481	3	,	,	PUNCT
ajceb-8885	481	4	5(4	5(4	NUM
ajceb-8885	481	5	)	)	PUNCT
ajceb-8885	481	6	,	,	PUNCT
ajceb-8885	481	7	pp.434	pp.434	PROPN
ajceb-8885	481	8	.	.	PUNCT
ajceb-8885	482	1	https://doi	https://doi	PROPN
ajceb-8885	482	2	.	.	PUNCT
ajceb-8885	482	3	org/10.1037/1082	org/10.1037/1082	PROPN
ajceb-8885	482	4	-	-	SYM
ajceb-8885	482	5	989x.5.4.434	989x.5.4.434	NUM
ajceb-8885	482	6	mccusker	mccusker	NOUN
ajceb-8885	482	7	,	,	PUNCT
ajceb-8885	482	8	r.	r.	PROPN
ajceb-8885	482	9	,	,	PUNCT
ajceb-8885	482	10	2006	2006	NUM
ajceb-8885	482	11	.	.	PUNCT
ajceb-8885	483	1	review	review	NOUN
ajceb-8885	483	2	of	of	ADP
ajceb-8885	483	3	anti	anti	ADJ
ajceb-8885	483	4	-	-	ADJ
ajceb-8885	483	5	corruption	corruption	ADJ
ajceb-8885	483	6	strategies	strategy	NOUN
ajceb-8885	483	7	(	(	PUNCT
ajceb-8885	483	8	pp.4	pp.4	PROPN
ajceb-8885	483	9	-	-	PUNCT
ajceb-8885	483	10	5	5	NUM
ajceb-8885	483	11	)	)	PUNCT
ajceb-8885	483	12	.	.	PUNCT
ajceb-8885	484	1	canberra	canberra	PROPN
ajceb-8885	484	2	:	:	PUNCT
ajceb-8885	484	3	australian	australian	PROPN
ajceb-8885	484	4	institute	institute	NOUN
ajceb-8885	484	5	of	of	ADP
ajceb-8885	484	6	criminology	criminology	NOUN
ajceb-8885	484	7	.	.	PUNCT
ajceb-8885	485	1	mikail	mikail	PROPN
ajceb-8885	485	2	,	,	PUNCT
ajceb-8885	485	3	i.k	i.k	PROPN
ajceb-8885	485	4	.	.	PROPN
ajceb-8885	485	5	,	,	PUNCT
ajceb-8885	485	6	2018	2018	NUM
ajceb-8885	485	7	.	.	PUNCT
ajceb-8885	486	1	strategies	strategy	NOUN
ajceb-8885	486	2	for	for	ADP
ajceb-8885	486	3	combating	combat	VERB
ajceb-8885	486	4	corruption	corruption	NOUN
ajceb-8885	486	5	in	in	ADP
ajceb-8885	486	6	nigeria	nigeria	PROPN
ajceb-8885	486	7	1999	1999	NUM
ajceb-8885	486	8	-	-	SYM
ajceb-8885	486	9	2015	2015	NUM
ajceb-8885	486	10	:	:	PUNCT
ajceb-8885	486	11	effectiveness	effectiveness	NOUN
ajceb-8885	486	12	and	and	CCONJ
ajceb-8885	486	13	challenges	challenge	NOUN
ajceb-8885	486	14	.	.	PUNCT
ajceb-8885	487	1	phd	phd	NOUN
ajceb-8885	487	2	.	.	PUNCT
ajceb-8885	488	1	universiti	universiti	PROPN
ajceb-8885	488	2	utara	utara	PROPN
ajceb-8885	488	3	malaysia	malaysia	PROPN
ajceb-8885	488	4	.	.	PUNCT
ajceb-8885	488	5	mikail	mikail	PROPN
ajceb-8885	488	6	,	,	PUNCT
ajceb-8885	488	7	i.k	i.k	PROPN
ajceb-8885	488	8	.	.	PROPN
ajceb-8885	488	9	,	,	PUNCT
ajceb-8885	488	10	abbas	abbas	PROPN
ajceb-8885	488	11	,	,	PUNCT
ajceb-8885	488	12	s.s	s.s	PROPN
ajceb-8885	488	13	.	.	PROPN
ajceb-8885	488	14	,	,	PUNCT
ajceb-8885	488	15	bint	bint	PROPN
ajceb-8885	488	16	ismail	ismail	PROPN
ajceb-8885	488	17	,	,	PUNCT
ajceb-8885	488	18	n.	n.	PROPN
ajceb-8885	488	19	and	and	CCONJ
ajceb-8885	488	20	abdullah	abdullah	PROPN
ajceb-8885	488	21	,	,	PUNCT
ajceb-8885	488	22	m.a.i.l.i	m.a.i.l.i	NOUN
ajceb-8885	488	23	.	.	PROPN
ajceb-8885	488	24	,	,	PUNCT
ajceb-8885	488	25	2017	2017	NUM
ajceb-8885	488	26	.	.	PUNCT
ajceb-8885	489	1	comparative	comparative	ADJ
ajceb-8885	489	2	studies	study	NOUN
ajceb-8885	489	3	on	on	ADP
ajceb-8885	489	4	strategies	strategy	NOUN
ajceb-8885	489	5	for	for	ADP
ajceb-8885	489	6	combating	combat	VERB
ajceb-8885	489	7	corruption	corruption	NOUN
ajceb-8885	489	8	between	between	ADP
ajceb-8885	489	9	nigeria	nigeria	PROPN
ajceb-8885	489	10	and	and	CCONJ
ajceb-8885	489	11	iraq	iraq	PROPN
ajceb-8885	489	12	.	.	PUNCT
ajceb-8885	490	1	journal	journal	PROPN
ajceb-8885	490	2	of	of	ADP
ajceb-8885	490	3	governance	governance	NOUN
ajceb-8885	490	4	and	and	CCONJ
ajceb-8885	490	5	development	development	NOUN
ajceb-8885	490	6	,	,	PUNCT
ajceb-8885	490	7	13(2	13(2	PROPN
ajceb-8885	490	8	)	)	PUNCT
ajceb-8885	490	9	,	,	PUNCT
ajceb-8885	490	10	pp.15	pp.15	PROPN
ajceb-8885	490	11	-	-	PROPN
ajceb-8885	490	12	33	33	NUM
ajceb-8885	490	13	.	.	PUNCT
ajceb-8885	491	1	nelson	nelson	PROPN
ajceb-8885	491	2	,	,	PUNCT
ajceb-8885	491	3	k.l	k.l	PROPN
ajceb-8885	491	4	.	.	PROPN
ajceb-8885	491	5	and	and	CCONJ
ajceb-8885	491	6	afonso	afonso	PROPN
ajceb-8885	491	7	,	,	PUNCT
ajceb-8885	491	8	w.b	w.b	PROPN
ajceb-8885	491	9	.	.	PROPN
ajceb-8885	491	10	,	,	PUNCT
ajceb-8885	491	11	2019	2019	NUM
ajceb-8885	491	12	.	.	PUNCT
ajceb-8885	492	1	ethics	ethic	NOUN
ajceb-8885	492	2	by	by	ADP
ajceb-8885	492	3	design	design	NOUN
ajceb-8885	492	4	:	:	PUNCT
ajceb-8885	492	5	the	the	DET
ajceb-8885	492	6	impact	impact	NOUN
ajceb-8885	492	7	of	of	ADP
ajceb-8885	492	8	the	the	DET
ajceb-8885	492	9	form	form	NOUN
ajceb-8885	492	10	of	of	ADP
ajceb-8885	492	11	government	government	NOUN
ajceb-8885	492	12	on	on	ADP
ajceb-8885	492	13	municipal	municipal	ADJ
ajceb-8885	492	14	corruption	corruption	NOUN
ajceb-8885	492	15	.	.	PUNCT
ajceb-8885	493	1	public	public	ADJ
ajceb-8885	493	2	administration	administration	PROPN
ajceb-8885	493	3	review	review	PROPN
ajceb-8885	493	4	,	,	PUNCT
ajceb-8885	493	5	79(4	79(4	NOUN
ajceb-8885	493	6	)	)	PUNCT
ajceb-8885	493	7	,	,	PUNCT
ajceb-8885	493	8	pp.591	pp.591	PROPN
ajceb-8885	493	9	-	-	PUNCT
ajceb-8885	493	10	600	600	NUM
ajceb-8885	493	11	.	.	PUNCT
ajceb-8885	494	1	https://doi.org/10.1111/puar.13050	https://doi.org/10.1111/puar.13050	PROPN
ajceb-8885	494	2	nnadozie	nnadozie	PROPN
ajceb-8885	494	3	,	,	PUNCT
ajceb-8885	494	4	b.c	b.c	PROPN
ajceb-8885	494	5	.	.	PROPN
ajceb-8885	494	6	,	,	PUNCT
ajceb-8885	494	7	2021	2021	NUM
ajceb-8885	494	8	.	.	PUNCT
ajceb-8885	495	1	public	public	ADJ
ajceb-8885	495	2	perceptions	perception	NOUN
ajceb-8885	495	3	of	of	ADP
ajceb-8885	495	4	nigeria	nigeria	PROPN
ajceb-8885	495	5	police	police	NOUN
ajceb-8885	495	6	monetary	monetary	ADJ
ajceb-8885	495	7	bribery	bribery	NOUN
ajceb-8885	495	8	in	in	ADP
ajceb-8885	495	9	awka	awka	NOUN
ajceb-8885	495	10	,	,	PUNCT
ajceb-8885	495	11	nigeria	nigeria	PROPN
ajceb-8885	495	12	.	.	PUNCT
ajceb-8885	496	1	phd	phd	PROPN
ajceb-8885	496	2	.	.	PUNCT
ajceb-8885	496	3	walden	walden	PROPN
ajceb-8885	496	4	university	university	PROPN
ajceb-8885	496	5	.	.	PUNCT
ajceb-8885	497	1	oberoi	oberoi	PROPN
ajceb-8885	497	2	,	,	PUNCT
ajceb-8885	497	3	r.	r.	PROPN
ajceb-8885	497	4	,	,	PUNCT
ajceb-8885	497	5	2014	2014	NUM
ajceb-8885	497	6	.	.	PUNCT
ajceb-8885	498	1	mapping	map	VERB
ajceb-8885	498	2	the	the	DET
ajceb-8885	498	3	matrix	matrix	NOUN
ajceb-8885	498	4	of	of	ADP
ajceb-8885	498	5	corruption	corruption	NOUN
ajceb-8885	498	6	:	:	PUNCT
ajceb-8885	498	7	tracking	track	VERB
ajceb-8885	498	8	the	the	DET
ajceb-8885	498	9	empirical	empirical	ADJ
ajceb-8885	498	10	evidences	evidence	NOUN
ajceb-8885	498	11	and	and	CCONJ
ajceb-8885	498	12	tailoring	tailoring	NOUN
ajceb-8885	498	13	responses	response	NOUN
ajceb-8885	498	14	.	.	PUNCT
ajceb-8885	499	1	journal	journal	NOUN
ajceb-8885	499	2	of	of	ADP
ajceb-8885	499	3	asian	asian	ADJ
ajceb-8885	499	4	and	and	CCONJ
ajceb-8885	499	5	african	african	ADJ
ajceb-8885	499	6	studies	study	NOUN
ajceb-8885	499	7	,	,	PUNCT
ajceb-8885	499	8	49(2	49(2	NUM
ajceb-8885	499	9	)	)	PUNCT
ajceb-8885	499	10	,	,	PUNCT
ajceb-8885	499	11	pp.187	pp.187	PROPN
ajceb-8885	499	12	-	-	PUNCT
ajceb-8885	499	13	214	214	NUM
ajceb-8885	499	14	.	.	PUNCT
ajceb-8885	500	1	https://doi.org/10.1177/0021909613479319	https://doi.org/10.1177/0021909613479319	PROPN
ajceb-8885	501	1	oladinrin	oladinrin	NOUN
ajceb-8885	501	2	,	,	PUNCT
ajceb-8885	501	3	t.o	t.o	PROPN
ajceb-8885	501	4	.	.	PROPN
ajceb-8885	501	5	,	,	PUNCT
ajceb-8885	501	6	ogunsemi	ogunsemi	PROPN
ajceb-8885	501	7	,	,	PUNCT
ajceb-8885	501	8	d.r	d.r	PROPN
ajceb-8885	501	9	.	.	PROPN
ajceb-8885	501	10	and	and	CCONJ
ajceb-8885	501	11	aje	aje	PROPN
ajceb-8885	501	12	,	,	PUNCT
ajceb-8885	501	13	i.o	i.o	PROPN
ajceb-8885	501	14	.	.	PROPN
ajceb-8885	501	15	,	,	PUNCT
ajceb-8885	501	16	2012	2012	NUM
ajceb-8885	501	17	.	.	PUNCT
ajceb-8885	502	1	role	role	NOUN
ajceb-8885	502	2	of	of	ADP
ajceb-8885	502	3	construction	construction	NOUN
ajceb-8885	502	4	sector	sector	NOUN
ajceb-8885	502	5	in	in	ADP
ajceb-8885	502	6	economic	economic	ADJ
ajceb-8885	502	7	growth	growth	NOUN
ajceb-8885	502	8	:	:	PUNCT
ajceb-8885	502	9	empirical	empirical	ADJ
ajceb-8885	502	10	evidence	evidence	NOUN
ajceb-8885	502	11	from	from	ADP
ajceb-8885	502	12	nigeria	nigeria	PROPN
ajceb-8885	502	13	.	.	PUNCT
ajceb-8885	503	1	futy	futy	PROPN
ajceb-8885	503	2	journal	journal	PROPN
ajceb-8885	503	3	of	of	ADP
ajceb-8885	503	4	the	the	DET
ajceb-8885	503	5	environment	environment	NOUN
ajceb-8885	503	6	,	,	PUNCT
ajceb-8885	503	7	7(1	7(1	NUM
ajceb-8885	503	8	)	)	PUNCT
ajceb-8885	503	9	,	,	PUNCT
ajceb-8885	503	10	pp.50	pp.50	NOUN
ajceb-8885	503	11	-	-	PUNCT
ajceb-8885	503	12	60	60	NUM
ajceb-8885	503	13	.	.	PUNCT
ajceb-8885	504	1	https://doi.org/10.4314/fje.v7i1.4	https://doi.org/10.4314/fje.v7i1.4	PROPN
ajceb-8885	504	2	oluseye	oluseye	PROPN
ajceb-8885	504	3	et	et	PROPN
ajceb-8885	504	4	al	al	PROPN
ajceb-8885	504	5	.	.	PUNCT
ajceb-8885	505	1	construction	construction	NOUN
ajceb-8885	505	2	economics	economic	NOUN
ajceb-8885	505	3	and	and	CCONJ
ajceb-8885	505	4	building	building	NOUN
ajceb-8885	505	5	,	,	PUNCT
ajceb-8885	505	6	vol	vol	NOUN
ajceb-8885	505	7	.	.	PROPN
ajceb-8885	505	8	23	23	NUM
ajceb-8885	505	9	,	,	PUNCT
ajceb-8885	505	10	no	no	INTJ
ajceb-8885	505	11	.	.	NOUN
ajceb-8885	506	1	3/4	3/4	NUM
ajceb-8885	506	2	december	december	PROPN
ajceb-8885	506	3	2023206	2023206	NUM
ajceb-8885	507	1	https://doi.org/10.1007/978-3-030-19115-3_11	https://doi.org/10.1007/978-3-030-19115-3_11	PROPN
ajceb-8885	507	2	https://doi.org/10.1016/j.jclepro.2015.10.091	https://doi.org/10.1016/j.jclepro.2015.10.091	PROPN
ajceb-8885	507	3	https://doi.org/10.1108/jedt-02-2021-0108	https://doi.org/10.1108/jedt-02-2021-0108	ADV
ajceb-8885	507	4	https://doi.org/10.1016/j.ijproman.2022.04.003	https://doi.org/10.1016/j.ijproman.2022.04.003	PROPN
ajceb-8885	507	5	https://doi.org/10.1016/j.ijproman.2022.04.003	https://doi.org/10.1016/j.ijproman.2022.04.003	PROPN
ajceb-8885	507	6	https://doi.org/10.1080/16549716.2019.1695241	https://doi.org/10.1080/16549716.2019.1695241	PROPN
ajceb-8885	507	7	https://doi.org/10.1080/16549716.2019.1695241	https://doi.org/10.1080/16549716.2019.1695241	PROPN
ajceb-8885	507	8	https://doi.org/10.1002/app5.275	https://doi.org/10.1002/app5.275	PROPN
ajceb-8885	507	9	https://doi.org/10.1037/1082-989x.5.4.434	https://doi.org/10.1037/1082-989x.5.4.434	PROPN
ajceb-8885	507	10	https://doi.org/10.1037/1082-989x.5.4.434	https://doi.org/10.1037/1082-989x.5.4.434	PROPN
ajceb-8885	507	11	https://doi.org/10.1111/puar.13050	https://doi.org/10.1111/puar.13050	PROPN
ajceb-8885	507	12	https://doi.org/10.1177/0021909613479319	https://doi.org/10.1177/0021909613479319	X
ajceb-8885	507	13	https://doi.org/10.4314/fje.v7i1.4	https://doi.org/10.4314/fje.v7i1.4	PROPN
ajceb-8885	507	14	olugboyega	olugboyega	PROPN
ajceb-8885	507	15	,	,	PUNCT
ajceb-8885	507	16	o.	o.	PROPN
ajceb-8885	507	17	,	,	PUNCT
ajceb-8885	507	18	oyeyemi	oyeyemi	PROPN
ajceb-8885	507	19	,	,	PUNCT
ajceb-8885	507	20	o.a	o.a	PROPN
ajceb-8885	507	21	.	.	PROPN
ajceb-8885	507	22	,	,	PUNCT
ajceb-8885	507	23	ehis	ehis	PROPN
ajceb-8885	507	24	,	,	PUNCT
ajceb-8885	507	25	o.g	o.g	PROPN
ajceb-8885	507	26	.	.	PROPN
ajceb-8885	507	27	and	and	CCONJ
ajceb-8885	507	28	aigbavboa	aigbavboa	INTJ
ajceb-8885	507	29	,	,	PUNCT
ajceb-8885	507	30	c.	c.	NOUN
ajceb-8885	507	31	,	,	PUNCT
ajceb-8885	507	32	2023	2023	NUM
ajceb-8885	507	33	.	.	PUNCT
ajceb-8885	508	1	effects	effect	NOUN
ajceb-8885	508	2	of	of	ADP
ajceb-8885	508	3	building	building	NOUN
ajceb-8885	508	4	contractors	contractor	NOUN
ajceb-8885	508	5	’	'	PUNCT
ajceb-8885	508	6	value	value	NOUN
ajceb-8885	508	7	systems	system	NOUN
ajceb-8885	508	8	on	on	ADP
ajceb-8885	508	9	corruption	corruption	NOUN
ajceb-8885	508	10	manifestations	manifestation	NOUN
ajceb-8885	508	11	in	in	ADP
ajceb-8885	508	12	nigeria	nigeria	PROPN
ajceb-8885	508	13	’s	’s	PART
ajceb-8885	508	14	construction	construction	NOUN
ajceb-8885	508	15	sector	sector	NOUN
ajceb-8885	508	16	.	.	PUNCT
ajceb-8885	509	1	international	international	ADJ
ajceb-8885	509	2	journal	journal	PROPN
ajceb-8885	509	3	of	of	ADP
ajceb-8885	509	4	construction	construction	NOUN
ajceb-8885	509	5	education	education	NOUN
ajceb-8885	509	6	and	and	CCONJ
ajceb-8885	509	7	research	research	NOUN
ajceb-8885	509	8	,	,	PUNCT
ajceb-8885	509	9	[	[	X
ajceb-8885	509	10	e	e	NOUN
ajceb-8885	509	11	-	-	NOUN
ajceb-8885	509	12	journal	journal	NOUN
ajceb-8885	509	13	]	]	X
ajceb-8885	509	14	pp.1	pp.1	PROPN
ajceb-8885	509	15	-	-	PUNCT
ajceb-8885	509	16	21	21	NUM
ajceb-8885	509	17	.	.	PUNCT
ajceb-8885	510	1	https://doi.org/10.1080/15578771.2023.2203956	https://doi.org/10.1080/15578771.2023.2203956	VERB
ajceb-8885	510	2	omadjohwoefe	omadjohwoefe	PROPN
ajceb-8885	510	3	,	,	PUNCT
ajceb-8885	510	4	s.	s.	PROPN
ajceb-8885	510	5	,	,	PUNCT
ajceb-8885	510	6	2014	2014	NUM
ajceb-8885	510	7	.	.	PUNCT
ajceb-8885	511	1	corruption	corruption	NOUN
ajceb-8885	511	2	and	and	CCONJ
ajceb-8885	511	3	sustainable	sustainable	ADJ
ajceb-8885	511	4	development	development	NOUN
ajceb-8885	511	5	in	in	ADP
ajceb-8885	511	6	nigeria	nigeria	PROPN
ajceb-8885	511	7	:	:	PUNCT
ajceb-8885	511	8	the	the	DET
ajceb-8885	511	9	imperative	imperative	NOUN
ajceb-8885	511	10	of	of	ADP
ajceb-8885	511	11	a	a	DET
ajceb-8885	511	12	trado	trado	ADJ
ajceb-8885	511	13	-	-	PUNCT
ajceb-8885	511	14	religious	religious	ADJ
ajceb-8885	511	15	anticorruption	anticorruption	NOUN
ajceb-8885	511	16	strategy	strategy	NOUN
ajceb-8885	511	17	.	.	PUNCT
ajceb-8885	512	1	international	international	ADJ
ajceb-8885	512	2	journal	journal	PROPN
ajceb-8885	512	3	of	of	ADP
ajceb-8885	512	4	business	business	NOUN
ajceb-8885	512	5	and	and	CCONJ
ajceb-8885	512	6	social	social	ADJ
ajceb-8885	512	7	science	science	NOUN
ajceb-8885	512	8	,	,	PUNCT
ajceb-8885	512	9	5(1	5(1	NUM
ajceb-8885	512	10	)	)	PUNCT
ajceb-8885	512	11	,	,	PUNCT
ajceb-8885	512	12	pp.223	pp.223	NOUN
ajceb-8885	512	13	-	-	SYM
ajceb-8885	512	14	30	30	NUM
ajceb-8885	512	15	.	.	PUNCT
ajceb-8885	513	1	owusu	owusu	PROPN
ajceb-8885	513	2	,	,	PUNCT
ajceb-8885	513	3	e.k	e.k	PROPN
ajceb-8885	513	4	.	.	PROPN
ajceb-8885	513	5	,	,	PUNCT
ajceb-8885	513	6	chan	chan	PROPN
ajceb-8885	513	7	,	,	PUNCT
ajceb-8885	513	8	a.p	a.p	PROPN
ajceb-8885	513	9	.	.	PROPN
ajceb-8885	513	10	,	,	PUNCT
ajceb-8885	513	11	degraft	degraft	PROPN
ajceb-8885	513	12	,	,	PUNCT
ajceb-8885	513	13	o.m	o.m	PROPN
ajceb-8885	513	14	.	.	PROPN
ajceb-8885	513	15	,	,	PUNCT
ajceb-8885	513	16	ameyaw	ameyaw	PROPN
ajceb-8885	513	17	,	,	PUNCT
ajceb-8885	513	18	e.e	e.e	PROPN
ajceb-8885	513	19	.	.	PROPN
ajceb-8885	513	20	and	and	CCONJ
ajceb-8885	513	21	robert	robert	PROPN
ajceb-8885	513	22	,	,	PUNCT
ajceb-8885	513	23	o.k	o.k	PROPN
ajceb-8885	513	24	.	.	PROPN
ajceb-8885	513	25	,	,	PUNCT
ajceb-8885	513	26	2019	2019	NUM
ajceb-8885	513	27	.	.	PUNCT
ajceb-8885	514	1	a	a	DET
ajceb-8885	514	2	contemporary	contemporary	ADJ
ajceb-8885	514	3	review	review	NOUN
ajceb-8885	514	4	of	of	ADP
ajceb-8885	514	5	anticorruption	anticorruption	NOUN
ajceb-8885	514	6	measures	measure	NOUN
ajceb-8885	514	7	in	in	ADP
ajceb-8885	514	8	construction	construction	NOUN
ajceb-8885	514	9	project	project	NOUN
ajceb-8885	514	10	management	management	NOUN
ajceb-8885	514	11	.	.	PUNCT
ajceb-8885	515	1	project	project	NOUN
ajceb-8885	515	2	management	management	NOUN
ajceb-8885	515	3	journal	journal	NOUN
ajceb-8885	515	4	,	,	PUNCT
ajceb-8885	515	5	50(1	50(1	PROPN
ajceb-8885	515	6	)	)	PUNCT
ajceb-8885	515	7	,	,	PUNCT
ajceb-8885	515	8	pp.40	pp.40	NOUN
ajceb-8885	515	9	-	-	SYM
ajceb-8885	515	10	56	56	NUM
ajceb-8885	515	11	.	.	PUNCT
ajceb-8885	516	1	https://doi	https://doi	PROPN
ajceb-8885	516	2	.	.	PROPN
ajceb-8885	516	3	org/10.1177/8756972818808983	org/10.1177/8756972818808983	PROPN
ajceb-8885	516	4	paterson	paterson	PROPN
ajceb-8885	516	5	,	,	PUNCT
ajceb-8885	516	6	a.s	a.s	PROPN
ajceb-8885	516	7	.	.	PROPN
ajceb-8885	516	8	,	,	PUNCT
ajceb-8885	516	9	changwony	changwony	ADJ
ajceb-8885	516	10	,	,	PUNCT
ajceb-8885	516	11	f.	f.	PROPN
ajceb-8885	516	12	and	and	CCONJ
ajceb-8885	516	13	miller	miller	PROPN
ajceb-8885	516	14	,	,	PUNCT
ajceb-8885	516	15	p.b	p.b	PROPN
ajceb-8885	516	16	.	.	PROPN
ajceb-8885	516	17	,	,	PUNCT
ajceb-8885	516	18	2019	2019	NUM
ajceb-8885	516	19	.	.	PUNCT
ajceb-8885	517	1	accounting	accounting	NOUN
ajceb-8885	517	2	control	control	NOUN
ajceb-8885	517	3	,	,	PUNCT
ajceb-8885	517	4	governance	governance	NOUN
ajceb-8885	517	5	and	and	CCONJ
ajceb-8885	517	6	anti	anti	ADJ
ajceb-8885	517	7	-	-	ADJ
ajceb-8885	517	8	corruption	corruption	ADJ
ajceb-8885	517	9	initiatives	initiative	NOUN
ajceb-8885	517	10	in	in	ADP
ajceb-8885	517	11	public	public	ADJ
ajceb-8885	517	12	sector	sector	NOUN
ajceb-8885	517	13	organisations	organisation	NOUN
ajceb-8885	517	14	.	.	PUNCT
ajceb-8885	518	1	the	the	DET
ajceb-8885	518	2	british	british	PROPN
ajceb-8885	518	3	accounting	accounting	PROPN
ajceb-8885	518	4	review	review	PROPN
ajceb-8885	518	5	,	,	PUNCT
ajceb-8885	518	6	51(5	51(5	NUM
ajceb-8885	518	7	)	)	PUNCT
ajceb-8885	518	8	,	,	PUNCT
ajceb-8885	518	9	pp.100844	pp.100844	PROPN
ajceb-8885	518	10	.	.	PROPN
ajceb-8885	518	11	https://doi.org/10.1016/j.bar.2019.100844	https://doi.org/10.1016/j.bar.2019.100844	PROPN
ajceb-8885	518	12	peisakhin	peisakhin	PROPN
ajceb-8885	518	13	,	,	PUNCT
ajceb-8885	518	14	l.	l.	NOUN
ajceb-8885	518	15	and	and	CCONJ
ajceb-8885	518	16	pinto	pinto	NOUN
ajceb-8885	518	17	,	,	PUNCT
ajceb-8885	518	18	p.	p.	PROPN
ajceb-8885	518	19	,	,	PUNCT
ajceb-8885	518	20	2010	2010	NUM
ajceb-8885	518	21	.	.	PUNCT
ajceb-8885	518	22	is	be	AUX
ajceb-8885	518	23	transparency	transparency	NOUN
ajceb-8885	518	24	an	an	DET
ajceb-8885	518	25	effective	effective	ADJ
ajceb-8885	518	26	anti‐corruption	anti‐corruption	NOUN
ajceb-8885	518	27	strategy	strategy	NOUN
ajceb-8885	518	28	?	?	PUNCT
ajceb-8885	519	1	evidence	evidence	NOUN
ajceb-8885	519	2	from	from	ADP
ajceb-8885	519	3	a	a	DET
ajceb-8885	519	4	field	field	NOUN
ajceb-8885	519	5	experiment	experiment	NOUN
ajceb-8885	519	6	in	in	ADP
ajceb-8885	519	7	india	india	PROPN
ajceb-8885	519	8	.	.	PUNCT
ajceb-8885	520	1	regulation	regulation	NOUN
ajceb-8885	520	2	and	and	CCONJ
ajceb-8885	520	3	governance	governance	NOUN
ajceb-8885	520	4	,	,	PUNCT
ajceb-8885	520	5	4(3	4(3	NUM
ajceb-8885	520	6	)	)	PUNCT
ajceb-8885	520	7	,	,	PUNCT
ajceb-8885	520	8	pp.261	pp.261	PROPN
ajceb-8885	520	9	-	-	PUNCT
ajceb-8885	520	10	80	80	NUM
ajceb-8885	520	11	.	.	PUNCT
ajceb-8885	521	1	https://doi.org/10.1111/j.1748-5991.2010.01081.x	https://doi.org/10.1111/j.1748-5991.2010.01081.x	NOUN
ajceb-8885	521	2	quah	quah	PROPN
ajceb-8885	521	3	,	,	PUNCT
ajceb-8885	521	4	j.s.t	j.s.t	PROPN
ajceb-8885	521	5	.	.	PROPN
ajceb-8885	521	6	,	,	PUNCT
ajceb-8885	521	7	2013	2013	NUM
ajceb-8885	521	8	.	.	PUNCT
ajceb-8885	522	1	different	different	ADJ
ajceb-8885	522	2	paths	path	NOUN
ajceb-8885	522	3	to	to	ADP
ajceb-8885	522	4	curbing	curb	VERB
ajceb-8885	522	5	corruption	corruption	NOUN
ajceb-8885	522	6	:	:	PUNCT
ajceb-8885	522	7	lessons	lesson	NOUN
ajceb-8885	522	8	from	from	ADP
ajceb-8885	522	9	denmark	denmark	PROPN
ajceb-8885	522	10	,	,	PUNCT
ajceb-8885	522	11	finland	finland	PROPN
ajceb-8885	522	12	,	,	PUNCT
ajceb-8885	522	13	hong	hong	PROPN
ajceb-8885	522	14	kong	kong	PROPN
ajceb-8885	522	15	,	,	PUNCT
ajceb-8885	522	16	new	new	PROPN
ajceb-8885	522	17	zealand	zealand	PROPN
ajceb-8885	522	18	and	and	CCONJ
ajceb-8885	522	19	singapore	singapore	PROPN
ajceb-8885	522	20	.	.	PUNCT
ajceb-8885	523	1	in	in	ADP
ajceb-8885	523	2	:	:	PUNCT
ajceb-8885	523	3	research	research	NOUN
ajceb-8885	523	4	in	in	ADP
ajceb-8885	523	5	public	public	ADJ
ajceb-8885	523	6	policy	policy	NOUN
ajceb-8885	523	7	analysis	analysis	NOUN
ajceb-8885	523	8	and	and	CCONJ
ajceb-8885	523	9	management	management	NOUN
ajceb-8885	523	10	vol	vol	NOUN
ajceb-8885	523	11	23	23	NUM
ajceb-8885	523	12	.	.	PUNCT
ajceb-8885	524	1	leeds	leed	NOUN
ajceb-8885	524	2	,	,	PUNCT
ajceb-8885	524	3	england	england	PROPN
ajceb-8885	524	4	:	:	PUNCT
ajceb-8885	524	5	emerald	emerald	NOUN
ajceb-8885	524	6	publishing	publishing	NOUN
ajceb-8885	524	7	.	.	PUNCT
ajceb-8885	525	1	https://doi.org/10.1108/s0732-1317(2013)0000023012	https://doi.org/10.1108/s0732-1317(2013)0000023012	PROPN
ajceb-8885	525	2	rizk	rizk	PROPN
ajceb-8885	525	3	,	,	PUNCT
ajceb-8885	525	4	r.	r.	PROPN
ajceb-8885	525	5	,	,	PUNCT
ajceb-8885	525	6	sobh	sobh	NOUN
ajceb-8885	525	7	,	,	PUNCT
ajceb-8885	525	8	d.	d.	PROPN
ajceb-8885	525	9	and	and	CCONJ
ajceb-8885	525	10	hamzeh	hamzeh	PROPN
ajceb-8885	525	11	,	,	PUNCT
ajceb-8885	525	12	f.	f.	PROPN
ajceb-8885	525	13	,	,	PUNCT
ajceb-8885	525	14	2018	2018	NUM
ajceb-8885	525	15	.	.	PUNCT
ajceb-8885	526	1	studying	study	VERB
ajceb-8885	526	2	the	the	DET
ajceb-8885	526	3	mindset	mindset	NOUN
ajceb-8885	526	4	of	of	ADP
ajceb-8885	526	5	corruption	corruption	NOUN
ajceb-8885	526	6	in	in	ADP
ajceb-8885	526	7	the	the	DET
ajceb-8885	526	8	construction	construction	NOUN
ajceb-8885	526	9	industry	industry	NOUN
ajceb-8885	526	10	-	-	PUNCT
ajceb-8885	526	11	a	a	DET
ajceb-8885	526	12	lean	lean	ADJ
ajceb-8885	526	13	perspective	perspective	NOUN
ajceb-8885	526	14	.	.	PUNCT
ajceb-8885	527	1	26th	26th	ADJ
ajceb-8885	527	2	annual	annual	ADJ
ajceb-8885	527	3	conference	conference	NOUN
ajceb-8885	527	4	of	of	ADP
ajceb-8885	527	5	the	the	DET
ajceb-8885	527	6	international	international	ADJ
ajceb-8885	527	7	group	group	NOUN
ajceb-8885	527	8	for	for	ADP
ajceb-8885	527	9	lean	lean	ADJ
ajceb-8885	527	10	construction	construction	NOUN
ajceb-8885	527	11	(	(	PUNCT
ajceb-8885	527	12	iglc	iglc	NOUN
ajceb-8885	527	13	)	)	PUNCT
ajceb-8885	527	14	,	,	PUNCT
ajceb-8885	527	15	18	18	NUM
ajceb-8885	527	16	-	-	SYM
ajceb-8885	527	17	22	22	NUM
ajceb-8885	527	18	july	july	PROPN
ajceb-8885	527	19	2018	2018	NUM
ajceb-8885	527	20	,	,	PUNCT
ajceb-8885	527	21	chennai	chennai	PROPN
ajceb-8885	527	22	,	,	PUNCT
ajceb-8885	527	23	india	india	PROPN
ajceb-8885	527	24	.	.	PUNCT
ajceb-8885	528	1	https://doi.org/10.24928/2018/0282	https://doi.org/10.24928/2018/0282	PROPN
ajceb-8885	528	2	sheryazdanova	sheryazdanova	PROPN
ajceb-8885	528	3	,	,	PUNCT
ajceb-8885	528	4	g.	g.	PROPN
ajceb-8885	528	5	and	and	CCONJ
ajceb-8885	528	6	butterfield	butterfield	PROPN
ajceb-8885	528	7	,	,	PUNCT
ajceb-8885	528	8	j.	j.	PROPN
ajceb-8885	528	9	,	,	PUNCT
ajceb-8885	528	10	2017	2017	NUM
ajceb-8885	528	11	.	.	PUNCT
ajceb-8885	529	1	e	e	X
ajceb-8885	529	2	-	-	NOUN
ajceb-8885	529	3	government	government	NOUN
ajceb-8885	529	4	as	as	ADP
ajceb-8885	529	5	an	an	DET
ajceb-8885	529	6	anti	anti	ADJ
ajceb-8885	529	7	-	-	ADJ
ajceb-8885	529	8	corruption	corruption	ADJ
ajceb-8885	529	9	strategy	strategy	NOUN
ajceb-8885	529	10	in	in	ADP
ajceb-8885	529	11	kazakhstan	kazakhstan	PROPN
ajceb-8885	529	12	.	.	PUNCT
ajceb-8885	530	1	journal	journal	PROPN
ajceb-8885	530	2	of	of	ADP
ajceb-8885	530	3	information	information	NOUN
ajceb-8885	530	4	technology	technology	NOUN
ajceb-8885	530	5	and	and	CCONJ
ajceb-8885	530	6	politics	politic	NOUN
ajceb-8885	530	7	,	,	PUNCT
ajceb-8885	530	8	14(1	14(1	NUM
ajceb-8885	530	9	)	)	PUNCT
ajceb-8885	530	10	,	,	PUNCT
ajceb-8885	530	11	pp.83	pp.83	PROPN
ajceb-8885	530	12	-	-	PUNCT
ajceb-8885	530	13	94	94	NUM
ajceb-8885	530	14	.	.	PUNCT
ajceb-8885	531	1	https://doi.org/10.1080/19331681.2016.1275998	https://doi.org/10.1080/19331681.2016.1275998	PROPN
ajceb-8885	532	1	sibanda	sibanda	ADV
ajceb-8885	532	2	,	,	PUNCT
ajceb-8885	532	3	o.	o.	PROPN
ajceb-8885	532	4	,	,	PUNCT
ajceb-8885	532	5	2005	2005	NUM
ajceb-8885	532	6	.	.	PUNCT
ajceb-8885	533	1	the	the	DET
ajceb-8885	533	2	south	south	ADJ
ajceb-8885	533	3	african	african	ADJ
ajceb-8885	533	4	corruption	corruption	NOUN
ajceb-8885	533	5	law	law	NOUN
ajceb-8885	533	6	and	and	CCONJ
ajceb-8885	533	7	bribery	bribery	NOUN
ajceb-8885	533	8	of	of	ADP
ajceb-8885	533	9	foreign	foreign	ADJ
ajceb-8885	533	10	public	public	ADJ
ajceb-8885	533	11	officials	official	NOUN
ajceb-8885	533	12	in	in	ADP
ajceb-8885	533	13	international	international	ADJ
ajceb-8885	533	14	business	business	NOUN
ajceb-8885	533	15	transactions	transaction	NOUN
ajceb-8885	533	16	:	:	PUNCT
ajceb-8885	533	17	a	a	DET
ajceb-8885	533	18	comparative	comparative	ADJ
ajceb-8885	533	19	analysis	analysis	NOUN
ajceb-8885	533	20	.	.	PUNCT
ajceb-8885	534	1	south	south	ADJ
ajceb-8885	534	2	african	african	ADJ
ajceb-8885	534	3	journal	journal	PROPN
ajceb-8885	534	4	of	of	ADP
ajceb-8885	534	5	criminal	criminal	ADJ
ajceb-8885	534	6	justice	justice	NOUN
ajceb-8885	534	7	,	,	PUNCT
ajceb-8885	534	8	18(1	18(1	NUM
ajceb-8885	534	9	)	)	PUNCT
ajceb-8885	534	10	,	,	PUNCT
ajceb-8885	534	11	pp.1	pp.1	PROPN
ajceb-8885	534	12	-	-	PUNCT
ajceb-8885	534	13	23	23	NUM
ajceb-8885	534	14	.	.	PUNCT
ajceb-8885	535	1	sichombo	sichombo	PROPN
ajceb-8885	535	2	,	,	PUNCT
ajceb-8885	535	3	b.	b.	PROPN
ajceb-8885	535	4	,	,	PUNCT
ajceb-8885	535	5	muya	muya	PROPN
ajceb-8885	535	6	,	,	PUNCT
ajceb-8885	535	7	m.	m.	NOUN
ajceb-8885	535	8	,	,	PUNCT
ajceb-8885	535	9	shakantu	shakantu	PROPN
ajceb-8885	535	10	,	,	PUNCT
ajceb-8885	535	11	w.	w.	PROPN
ajceb-8885	535	12	and	and	CCONJ
ajceb-8885	535	13	kaliba	kaliba	PROPN
ajceb-8885	535	14	,	,	PUNCT
ajceb-8885	535	15	c.	c.	NOUN
ajceb-8885	535	16	,	,	PUNCT
ajceb-8885	535	17	2009	2009	NUM
ajceb-8885	535	18	.	.	PUNCT
ajceb-8885	536	1	the	the	DET
ajceb-8885	536	2	need	need	NOUN
ajceb-8885	536	3	for	for	ADP
ajceb-8885	536	4	technical	technical	ADJ
ajceb-8885	536	5	auditing	auditing	NOUN
ajceb-8885	536	6	in	in	ADP
ajceb-8885	536	7	the	the	DET
ajceb-8885	536	8	zambian	zambian	ADJ
ajceb-8885	536	9	construction	construction	NOUN
ajceb-8885	536	10	industry	industry	NOUN
ajceb-8885	536	11	.	.	PUNCT
ajceb-8885	537	1	international	international	ADJ
ajceb-8885	537	2	journal	journal	PROPN
ajceb-8885	537	3	of	of	ADP
ajceb-8885	537	4	project	project	NOUN
ajceb-8885	537	5	management	management	NOUN
ajceb-8885	537	6	,	,	PUNCT
ajceb-8885	537	7	27(8	27(8	NUM
ajceb-8885	537	8	)	)	PUNCT
ajceb-8885	537	9	,	,	PUNCT
ajceb-8885	537	10	pp.821	pp.821	NOUN
ajceb-8885	537	11	-	-	PUNCT
ajceb-8885	537	12	32	32	NUM
ajceb-8885	537	13	.	.	PUNCT
ajceb-8885	538	1	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
ajceb-8885	538	2	.	.	PUNCT
ajceb-8885	539	1	ijproman.2009.02.001	ijproman.2009.02.001	X
ajceb-8885	539	2	taber	taber	PROPN
ajceb-8885	539	3	,	,	PUNCT
ajceb-8885	539	4	k.s	k.s	PROPN
ajceb-8885	539	5	.	.	PROPN
ajceb-8885	539	6	,	,	PUNCT
ajceb-8885	539	7	2018	2018	NUM
ajceb-8885	539	8	.	.	PUNCT
ajceb-8885	540	1	the	the	DET
ajceb-8885	540	2	use	use	NOUN
ajceb-8885	540	3	of	of	ADP
ajceb-8885	540	4	cronbach	cronbach	NOUN
ajceb-8885	540	5	’s	’s	PART
ajceb-8885	540	6	alpha	alpha	NOUN
ajceb-8885	540	7	when	when	SCONJ
ajceb-8885	540	8	developing	develop	VERB
ajceb-8885	540	9	and	and	CCONJ
ajceb-8885	540	10	reporting	report	VERB
ajceb-8885	540	11	research	research	NOUN
ajceb-8885	540	12	instruments	instrument	NOUN
ajceb-8885	540	13	in	in	ADP
ajceb-8885	540	14	science	science	NOUN
ajceb-8885	540	15	education	education	NOUN
ajceb-8885	540	16	.	.	PUNCT
ajceb-8885	541	1	research	research	NOUN
ajceb-8885	541	2	in	in	ADP
ajceb-8885	541	3	science	science	NOUN
ajceb-8885	541	4	education	education	NOUN
ajceb-8885	541	5	,	,	PUNCT
ajceb-8885	541	6	48(1	48(1	NOUN
ajceb-8885	541	7	)	)	PUNCT
ajceb-8885	541	8	,	,	PUNCT
ajceb-8885	541	9	pp.1273	pp.1273	PROPN
ajceb-8885	541	10	-	-	SYM
ajceb-8885	541	11	96	96	NUM
ajceb-8885	541	12	.	.	PUNCT
ajceb-8885	542	1	https://doi.org/10.1007/s11165-016-9602-2	https://doi.org/10.1007/s11165-016-9602-2	NUM
ajceb-8885	543	1	tacconi	tacconi	PROPN
ajceb-8885	543	2	,	,	PUNCT
ajceb-8885	543	3	l.	l.	PROPN
ajceb-8885	543	4	and	and	CCONJ
ajceb-8885	543	5	williams	williams	PROPN
ajceb-8885	543	6	,	,	PUNCT
ajceb-8885	543	7	d.a	d.a	PROPN
ajceb-8885	543	8	.	.	PROPN
ajceb-8885	543	9	,	,	PUNCT
ajceb-8885	543	10	2020	2020	NUM
ajceb-8885	543	11	.	.	PUNCT
ajceb-8885	544	1	corruption	corruption	NOUN
ajceb-8885	544	2	and	and	CCONJ
ajceb-8885	544	3	anti	anti	NOUN
ajceb-8885	544	4	-	-	NOUN
ajceb-8885	544	5	corruption	corruption	NOUN
ajceb-8885	544	6	in	in	ADP
ajceb-8885	544	7	environmental	environmental	ADJ
ajceb-8885	544	8	and	and	CCONJ
ajceb-8885	544	9	resource	resource	NOUN
ajceb-8885	544	10	management	management	NOUN
ajceb-8885	544	11	.	.	PUNCT
ajceb-8885	545	1	annual	annual	ADJ
ajceb-8885	545	2	review	review	NOUN
ajceb-8885	545	3	of	of	ADP
ajceb-8885	545	4	environment	environment	NOUN
ajceb-8885	545	5	and	and	CCONJ
ajceb-8885	545	6	resources	resource	NOUN
ajceb-8885	545	7	,	,	PUNCT
ajceb-8885	545	8	45	45	NUM
ajceb-8885	545	9	,	,	PUNCT
ajceb-8885	545	10	pp.305	pp.305	NOUN
ajceb-8885	545	11	-	-	PUNCT
ajceb-8885	545	12	29	29	NUM
ajceb-8885	545	13	.	.	PUNCT
ajceb-8885	546	1	https://doi.org/10.1146/annurev-environ-012320-083949	https://doi.org/10.1146/annurev-environ-012320-083949	PROPN
ajceb-8885	546	2	turner	turner	PROPN
ajceb-8885	546	3	,	,	PUNCT
ajceb-8885	546	4	p.	p.	PROPN
ajceb-8885	546	5	,	,	PUNCT
ajceb-8885	546	6	2020	2020	NUM
ajceb-8885	546	7	.	.	PUNCT
ajceb-8885	547	1	critical	critical	ADJ
ajceb-8885	547	2	values	value	NOUN
ajceb-8885	547	3	for	for	ADP
ajceb-8885	547	4	the	the	DET
ajceb-8885	547	5	durbin	durbin	ADJ
ajceb-8885	547	6	-	-	PUNCT
ajceb-8885	547	7	watson	watson	NOUN
ajceb-8885	547	8	test	test	NOUN
ajceb-8885	547	9	in	in	ADP
ajceb-8885	547	10	large	large	ADJ
ajceb-8885	547	11	samples	sample	NOUN
ajceb-8885	547	12	.	.	PUNCT
ajceb-8885	548	1	applied	apply	VERB
ajceb-8885	548	2	economics	economic	NOUN
ajceb-8885	548	3	letters	letter	NOUN
ajceb-8885	548	4	,	,	PUNCT
ajceb-8885	548	5	27(18	27(18	NUM
ajceb-8885	548	6	)	)	PUNCT
ajceb-8885	548	7	,	,	PUNCT
ajceb-8885	548	8	pp.149599	pp.149599	NOUN
ajceb-8885	548	9	.	.	PUNCT
ajceb-8885	549	1	https://doi.org/10.1080/13504851.2019.1691711	https://doi.org/10.1080/13504851.2019.1691711	VERB
ajceb-8885	549	2	ulain	ulain	ADJ
ajceb-8885	549	3	,	,	PUNCT
ajceb-8885	549	4	n.	n.	NOUN
ajceb-8885	549	5	and	and	CCONJ
ajceb-8885	549	6	hussain	hussain	PROPN
ajceb-8885	549	7	,	,	PUNCT
ajceb-8885	549	8	f.	f.	PROPN
ajceb-8885	549	9	,	,	PUNCT
ajceb-8885	549	10	2020	2020	NUM
ajceb-8885	549	11	.	.	PUNCT
ajceb-8885	550	1	fighting	fight	VERB
ajceb-8885	550	2	governmental	governmental	ADJ
ajceb-8885	550	3	corruption	corruption	NOUN
ajceb-8885	550	4	in	in	ADP
ajceb-8885	550	5	pakistan	pakistan	PROPN
ajceb-8885	550	6	:	:	PUNCT
ajceb-8885	550	7	an	an	DET
ajceb-8885	550	8	evaluation	evaluation	NOUN
ajceb-8885	550	9	of	of	ADP
ajceb-8885	550	10	anti	anti	ADJ
ajceb-8885	550	11	-	-	ADJ
ajceb-8885	550	12	corruption	corruption	ADJ
ajceb-8885	550	13	strategies	strategy	NOUN
ajceb-8885	550	14	.	.	PUNCT
ajceb-8885	551	1	hrvatska	hrvatska	NOUN
ajceb-8885	551	2	i	i	PRON
ajceb-8885	551	3	komparativna	komparativna	VERB
ajceb-8885	551	4	javna	javna	PROPN
ajceb-8885	551	5	uprava	uprava	ADJ
ajceb-8885	551	6	:	:	PUNCT
ajceb-8885	551	7	časopis	časopis	PROPN
ajceb-8885	551	8	za	za	PROPN
ajceb-8885	551	9	teoriju	teoriju	PROPN
ajceb-8885	552	1	i	i	PRON
ajceb-8885	552	2	praksu	praksu	ADV
ajceb-8885	552	3	javne	javne	ADV
ajceb-8885	552	4	uprave	uprave	ADJ
ajceb-8885	552	5	,	,	PUNCT
ajceb-8885	552	6	20(3	20(3	NOUN
ajceb-8885	552	7	)	)	PUNCT
ajceb-8885	552	8	,	,	PUNCT
ajceb-8885	552	9	pp.439	pp.439	PROPN
ajceb-8885	552	10	-	-	PUNCT
ajceb-8885	552	11	68	68	NUM
ajceb-8885	552	12	.	.	PUNCT
ajceb-8885	553	1	https://doi	https://doi	NOUN
ajceb-8885	553	2	.	.	PUNCT
ajceb-8885	553	3	org/10.31297	org/10.31297	PROPN
ajceb-8885	553	4	/	/	SYM
ajceb-8885	553	5	hkju.20.3.2	hkju.20.3.2	PROPN
ajceb-8885	553	6	vanvoorhis	vanvoorhis	PROPN
ajceb-8885	553	7	,	,	PUNCT
ajceb-8885	553	8	c.w	c.w	PROPN
ajceb-8885	553	9	.	.	PROPN
ajceb-8885	553	10	and	and	CCONJ
ajceb-8885	553	11	morgan	morgan	PROPN
ajceb-8885	553	12	,	,	PUNCT
ajceb-8885	553	13	b.l	b.l	PROPN
ajceb-8885	553	14	.	.	PROPN
ajceb-8885	553	15	,	,	PUNCT
ajceb-8885	553	16	2007	2007	NUM
ajceb-8885	553	17	.	.	PUNCT
ajceb-8885	554	1	understanding	understand	VERB
ajceb-8885	554	2	power	power	NOUN
ajceb-8885	554	3	and	and	CCONJ
ajceb-8885	554	4	rules	rule	NOUN
ajceb-8885	554	5	of	of	ADP
ajceb-8885	554	6	thumb	thumb	NOUN
ajceb-8885	554	7	for	for	ADP
ajceb-8885	554	8	determining	determine	VERB
ajceb-8885	554	9	sample	sample	NOUN
ajceb-8885	554	10	sizes	size	NOUN
ajceb-8885	554	11	.	.	PUNCT
ajceb-8885	555	1	tutorials	tutorial	NOUN
ajceb-8885	555	2	in	in	ADP
ajceb-8885	555	3	quantitative	quantitative	ADJ
ajceb-8885	555	4	methods	method	NOUN
ajceb-8885	555	5	for	for	ADP
ajceb-8885	555	6	psychology	psychology	NOUN
ajceb-8885	555	7	,	,	PUNCT
ajceb-8885	555	8	3(2	3(2	NUM
ajceb-8885	555	9	)	)	PUNCT
ajceb-8885	555	10	,	,	PUNCT
ajceb-8885	555	11	pp.43	pp.43	NOUN
ajceb-8885	555	12	-	-	PUNCT
ajceb-8885	555	13	50	50	NUM
ajceb-8885	555	14	.	.	PUNCT
ajceb-8885	556	1	https://doi.org/10.20982/tqmp.03.2.p043	https://doi.org/10.20982/tqmp.03.2.p043	PROPN
ajceb-8885	556	2	vian	vian	PROPN
ajceb-8885	556	3	,	,	PUNCT
ajceb-8885	556	4	t.	t.	PROPN
ajceb-8885	556	5	,	,	PUNCT
ajceb-8885	556	6	2020	2020	NUM
ajceb-8885	556	7	.	.	PUNCT
ajceb-8885	557	1	anti	anti	ADJ
ajceb-8885	557	2	-	-	NOUN
ajceb-8885	557	3	corruption	corruption	NOUN
ajceb-8885	557	4	,	,	PUNCT
ajceb-8885	557	5	transparency	transparency	NOUN
ajceb-8885	557	6	and	and	CCONJ
ajceb-8885	557	7	accountability	accountability	NOUN
ajceb-8885	557	8	in	in	ADP
ajceb-8885	557	9	health	health	NOUN
ajceb-8885	557	10	:	:	PUNCT
ajceb-8885	557	11	concepts	concept	NOUN
ajceb-8885	557	12	,	,	PUNCT
ajceb-8885	557	13	frameworks	framework	NOUN
ajceb-8885	557	14	,	,	PUNCT
ajceb-8885	557	15	and	and	CCONJ
ajceb-8885	557	16	approaches	approach	NOUN
ajceb-8885	557	17	.	.	PUNCT
ajceb-8885	558	1	global	global	ADJ
ajceb-8885	558	2	health	health	PROPN
ajceb-8885	558	3	action	action	NOUN
ajceb-8885	558	4	,	,	PUNCT
ajceb-8885	558	5	13(sup1	13(sup1	NUM
ajceb-8885	558	6	)	)	PUNCT
ajceb-8885	558	7	,	,	PUNCT
ajceb-8885	558	8	1694744	1694744	NUM
ajceb-8885	558	9	.	.	PUNCT
ajceb-8885	559	1	https://doi.org/10.1080/16549716.2019.1694744	https://doi.org/10.1080/16549716.2019.1694744	PROPN
ajceb-8885	560	1	zou	zou	PROPN
ajceb-8885	560	2	,	,	PUNCT
ajceb-8885	560	3	p.x	p.x	PROPN
ajceb-8885	560	4	.	.	PROPN
ajceb-8885	560	5	,	,	PUNCT
ajceb-8885	560	6	2006	2006	NUM
ajceb-8885	560	7	.	.	PUNCT
ajceb-8885	560	8	strategies	strategy	NOUN
ajceb-8885	560	9	for	for	ADP
ajceb-8885	560	10	minimizing	minimize	VERB
ajceb-8885	560	11	corruption	corruption	NOUN
ajceb-8885	560	12	in	in	ADP
ajceb-8885	560	13	the	the	DET
ajceb-8885	560	14	construction	construction	NOUN
ajceb-8885	560	15	industry	industry	NOUN
ajceb-8885	560	16	in	in	ADP
ajceb-8885	560	17	china	china	PROPN
ajceb-8885	560	18	.	.	PUNCT
ajceb-8885	561	1	journal	journal	PROPN
ajceb-8885	561	2	of	of	ADP
ajceb-8885	561	3	construction	construction	NOUN
ajceb-8885	561	4	in	in	ADP
ajceb-8885	561	5	developing	develop	VERB
ajceb-8885	561	6	countries	country	NOUN
ajceb-8885	561	7	,	,	PUNCT
ajceb-8885	561	8	11(2	11(2	NUM
ajceb-8885	561	9	)	)	PUNCT
ajceb-8885	561	10	,	,	PUNCT
ajceb-8885	561	11	pp.15	pp.15	PROPN
ajceb-8885	561	12	-	-	PUNCT
ajceb-8885	561	13	29	29	NUM
ajceb-8885	561	14	.	.	PUNCT
ajceb-8885	562	1	oluseye	oluseye	NOUN
ajceb-8885	562	2	et	et	PROPN
ajceb-8885	562	3	al	al	PROPN
ajceb-8885	562	4	.	.	PUNCT
ajceb-8885	563	1	construction	construction	NOUN
ajceb-8885	563	2	economics	economic	NOUN
ajceb-8885	563	3	and	and	CCONJ
ajceb-8885	563	4	building	building	NOUN
ajceb-8885	563	5	,	,	PUNCT
ajceb-8885	563	6	vol	vol	NOUN
ajceb-8885	563	7	.	.	PROPN
ajceb-8885	563	8	23	23	NUM
ajceb-8885	563	9	,	,	PUNCT
ajceb-8885	563	10	no	no	INTJ
ajceb-8885	563	11	.	.	NOUN
ajceb-8885	564	1	3/4	3/4	NUM
ajceb-8885	564	2	december	december	PROPN
ajceb-8885	564	3	2023207	2023207	NUM
ajceb-8885	564	4	https://doi.org/10.1080/15578771.2023.2203956	https://doi.org/10.1080/15578771.2023.2203956	X
ajceb-8885	564	5	https://doi.org/10.1177/8756972818808983	https://doi.org/10.1177/8756972818808983	NOUN
ajceb-8885	564	6	https://doi.org/10.1177/8756972818808983	https://doi.org/10.1177/8756972818808983	NOUN
ajceb-8885	564	7	https://doi.org/10.1016/j.bar.2019.100844	https://doi.org/10.1016/j.bar.2019.100844	PROPN
ajceb-8885	564	8	https://doi.org/10.1111/j.1748-5991.2010.01081.x	https://doi.org/10.1111/j.1748-5991.2010.01081.x	NOUN
ajceb-8885	564	9	https://doi.org/10.1108/s0732-1317(2013)0000023012	https://doi.org/10.1108/s0732-1317(2013)0000023012	PROPN
ajceb-8885	564	10	https://doi.org/10.24928/2018/0282	https://doi.org/10.24928/2018/0282	PROPN
ajceb-8885	564	11	https://doi.org/10.1080/19331681.2016.1275998	https://doi.org/10.1080/19331681.2016.1275998	PROPN
ajceb-8885	564	12	https://doi.org/10.1016/j.ijproman.2009.02.001	https://doi.org/10.1016/j.ijproman.2009.02.001	PROPN
ajceb-8885	564	13	https://doi.org/10.1016/j.ijproman.2009.02.001	https://doi.org/10.1016/j.ijproman.2009.02.001	NOUN
ajceb-8885	564	14	https://doi.org/10.1007/s11165-016-9602-2	https://doi.org/10.1007/s11165-016-9602-2	NUM
ajceb-8885	564	15	https://doi.org/10.1146/annurev-environ-012320-083949	https://doi.org/10.1146/annurev-environ-012320-083949	PROPN
ajceb-8885	564	16	https://doi.org/10.1080/13504851.2019.1691711	https://doi.org/10.1080/13504851.2019.1691711	NOUN
ajceb-8885	564	17	https://doi.org/10.31297/hkju.20.3.2	https://doi.org/10.31297/hkju.20.3.2	NOUN
ajceb-8885	564	18	https://doi.org/10.31297/hkju.20.3.2	https://doi.org/10.31297/hkju.20.3.2	NOUN
ajceb-8885	564	19	https://doi.org/10.20982/tqmp.03.2.p043	https://doi.org/10.20982/tqmp.03.2.p043	NOUN
ajceb-8885	564	20	https://doi.org/10.1080/16549716.2019.1694744	https://doi.org/10.1080/16549716.2019.1694744	X