id	sid	eid	entity	type
american_scientific_journal-6612	1	1	176	CARDINAL
american_scientific_journal-6612	1	2	american scientific research journal	ORG
american_scientific_journal-6612	1	3	issn	PERSON
american_scientific_journal-6612	1	4	2313	CARDINAL
american_scientific_journal-6612	1	5	2313	CARDINAL
american_scientific_journal-6612	2	1	emmanuel odoomᵃ*	PERSON
american_scientific_journal-6612	2	2	james yaw osei-owusuᵇ	PERSON
american_scientific_journal-6612	2	3	ruth asabea addo	PERSON
american_scientific_journal-6612	2	4	ghana education service	ORG
american_scientific_journal-6612	2	5	74	CARDINAL
american_scientific_journal-6612	2	6	asamankese	NORP
american_scientific_journal-6612	2	7	west akim municipal office	ORG
american_scientific_journal-6612	2	8	koforidua technical university	ORG
american_scientific_journal-6612	2	9	981	CARDINAL
american_scientific_journal-6612	2	10	koforidua-eastern	PERSON
american_scientific_journal-6612	2	11	koforidua technical university	ORG
american_scientific_journal-6612	2	12	ghana	GPE
american_scientific_journal-6612	2	13	kf 981	ORG
american_scientific_journal-6612	4	1	fifty-three	CARDINAL
american_scientific_journal-6612	4	2	ghana	GPE
american_scientific_journal-6612	5	1	two	CARDINAL
american_scientific_journal-6612	5	2	two	CARDINAL
american_scientific_journal-6612	7	1	cfa	ORG
american_scientific_journal-6612	12	1	1	CARDINAL
american_scientific_journal-6612	12	2	1	CARDINAL
american_scientific_journal-6612	15	1	american scientific research journal	ORG
american_scientific_journal-6612	15	2	2021	CARDINAL
american_scientific_journal-6612	15	3	77	CARDINAL
american_scientific_journal-6612	15	4	176	CARDINAL
american_scientific_journal-6612	15	5	between 50% and 70%	PERCENT
american_scientific_journal-6612	15	6	about 10%	PERCENT
american_scientific_journal-6612	15	7	about 24%	PERCENT
american_scientific_journal-6612	15	8	2	CARDINAL
american_scientific_journal-6612	16	1	2	CARDINAL
american_scientific_journal-6612	17	1	3	CARDINAL
american_scientific_journal-6612	19	1	4	CARDINAL
american_scientific_journal-6612	20	1	2016	CARDINAL
american_scientific_journal-6612	20	2	914	CARDINAL
american_scientific_journal-6612	21	1	31 december 2019	DATE
american_scientific_journal-6612	21	2	general‘s	PERSON
american_scientific_journal-6612	21	3	ghana	GPE
american_scientific_journal-6612	21	4	2016	CARDINAL
american_scientific_journal-6612	21	5	914	CARDINAL
american_scientific_journal-6612	22	1	ghana	GPE
american_scientific_journal-6612	22	2	2019	DATE
american_scientific_journal-6612	23	1	three	CARDINAL
american_scientific_journal-6612	23	2	78	CARDINAL
american_scientific_journal-6612	23	3	2019	DATE
american_scientific_journal-6612	23	4	2016	DATE
american_scientific_journal-6612	23	5	914	CARDINAL
american_scientific_journal-6612	24	1	section 20	LAW
american_scientific_journal-6612	24	2	2016	CARDINAL
american_scientific_journal-6612	24	3	914	CARDINAL
american_scientific_journal-6612	24	4	eight	CARDINAL
american_scientific_journal-6612	24	5	565,453.97	CARDINAL
american_scientific_journal-6612	24	6	2019	DATE
american_scientific_journal-6612	25	1	two	CARDINAL
american_scientific_journal-6612	25	2	341,895.00	CARDINAL
american_scientific_journal-6612	25	3	section 18	LAW
american_scientific_journal-6612	25	4	2003	DATE
american_scientific_journal-6612	25	5	663	CARDINAL
american_scientific_journal-6612	25	6	section 6	LAW
american_scientific_journal-6612	25	7	2016	DATE
american_scientific_journal-6612	26	1	the 2019 fiscal year	DATE
american_scientific_journal-6612	26	2	61,872.00	CARDINAL
american_scientific_journal-6612	27	1	914	CARDINAL
american_scientific_journal-6612	27	2	2016	CARDINAL
american_scientific_journal-6612	27	3	section 21	LAW
american_scientific_journal-6612	28	1	section 7	LAW
american_scientific_journal-6612	28	2	2019	CARDINAL
american_scientific_journal-6612	29	1	three	CARDINAL
american_scientific_journal-6612	29	2	ghs 634,885.13	ORG
american_scientific_journal-6612	31	1	2019	DATE
american_scientific_journal-6612	32	1	ghana	GPE
american_scientific_journal-6612	32	2	2017 to 2019	DATE
american_scientific_journal-6612	33	1	american scientific research journal	ORG
american_scientific_journal-6612	33	2	2021	CARDINAL
american_scientific_journal-6612	33	3	77	CARDINAL
american_scientific_journal-6612	33	4	176	CARDINAL
american_scientific_journal-6612	35	1	1.1	CARDINAL
american_scientific_journal-6612	35	2	each financial year	DATE
american_scientific_journal-6612	35	3	yearly	DATE
american_scientific_journal-6612	35	4	each financial year	DATE
american_scientific_journal-6612	36	1	section 21	LAW
american_scientific_journal-6612	36	2	2016	CARDINAL
american_scientific_journal-6612	36	3	914	CARDINAL
american_scientific_journal-6612	37	1	basheka	PERSON
american_scientific_journal-6612	37	2	2008	DATE
american_scientific_journal-6612	42	1	9	CARDINAL
american_scientific_journal-6612	42	2	10	CARDINAL
american_scientific_journal-6612	43	1	11	CARDINAL
american_scientific_journal-6612	43	2	two	CARDINAL
american_scientific_journal-6612	44	1	11	CARDINAL
american_scientific_journal-6612	46	1	12	CARDINAL
american_scientific_journal-6612	48	1	13,14	CARDINAL
american_scientific_journal-6612	50	1	14	CARDINAL
american_scientific_journal-6612	53	1	first	ORDINAL
american_scientific_journal-6612	53	2	american scientific research journal	ORG
american_scientific_journal-6612	53	3	2021	CARDINAL
american_scientific_journal-6612	53	4	77	CARDINAL
american_scientific_journal-6612	53	5	176	CARDINAL
american_scientific_journal-6612	53	6	1.2	CARDINAL
american_scientific_journal-6612	54	1	4	CARDINAL
american_scientific_journal-6612	55	1	15	CARDINAL
american_scientific_journal-6612	56	1	15	CARDINAL
american_scientific_journal-6612	58	1	16	CARDINAL
american_scientific_journal-6612	63	1	first	ORDINAL
american_scientific_journal-6612	63	2	1.3	CARDINAL
american_scientific_journal-6612	64	1	17	CARDINAL
american_scientific_journal-6612	68	1	1	CARDINAL
american_scientific_journal-6612	68	2	2020	DATE
american_scientific_journal-6612	68	3	american scientific research journal	ORG
american_scientific_journal-6612	68	4	2021	CARDINAL
american_scientific_journal-6612	68	5	77	CARDINAL
american_scientific_journal-6612	68	6	176	CARDINAL
american_scientific_journal-6612	68	7	two	CARDINAL
american_scientific_journal-6612	69	1	first	ORDINAL
american_scientific_journal-6612	69	2	53	CARDINAL
american_scientific_journal-6612	69	3	53	CARDINAL
american_scientific_journal-6612	71	1	second	ORDINAL
american_scientific_journal-6612	72	1	five	CARDINAL
american_scientific_journal-6612	72	2	5	CARDINAL
american_scientific_journal-6612	72	3	one hundred and five	CARDINAL
american_scientific_journal-6612	72	4	105	CARDINAL
american_scientific_journal-6612	74	1	approximately 68.6 percent	PERCENT
american_scientific_journal-6612	74	2	one hundred and five	CARDINAL
american_scientific_journal-6612	74	3	105	CARDINAL
american_scientific_journal-6612	76	1	cfa	ORG
american_scientific_journal-6612	77	1	3	CARDINAL
american_scientific_journal-6612	77	2	3.1	CARDINAL
american_scientific_journal-6612	77	3	13	CARDINAL
american_scientific_journal-6612	77	4	cfa	ORG
american_scientific_journal-6612	78	1	cfa	ORG
american_scientific_journal-6612	80	1	17	CARDINAL
american_scientific_journal-6612	80	2	0.4	CARDINAL
american_scientific_journal-6612	81	1	0.829	CARDINAL
american_scientific_journal-6612	81	2	0.791	CARDINAL
american_scientific_journal-6612	81	3	4.1	CARDINAL
american_scientific_journal-6612	82	1	0.70	CARDINAL
american_scientific_journal-6612	82	2	18	CARDINAL
american_scientific_journal-6612	83	1	19	CARDINAL
american_scientific_journal-6612	84	1	4.1	CARDINAL
american_scientific_journal-6612	86	1	17	CARDINAL
american_scientific_journal-6612	86	2	20	CARDINAL
american_scientific_journal-6612	87	1	american scientific research journal	ORG
american_scientific_journal-6612	87	2	2021	CARDINAL
american_scientific_journal-6612	87	3	77	CARDINAL
american_scientific_journal-6612	87	4	176	CARDINAL
american_scientific_journal-6612	87	5	4.1	CARDINAL
american_scientific_journal-6612	87	6	4.66 0.790	CARDINAL
american_scientific_journal-6612	88	1	1.01	CARDINAL
american_scientific_journal-6612	88	2	8.23	CARDINAL
american_scientific_journal-6612	88	3	6.97	CARDINAL
american_scientific_journal-6612	88	4	cpr1	GPE
american_scientific_journal-6612	89	1	7.51 0.663 .791	CARDINAL
american_scientific_journal-6612	89	2	1.01	CARDINAL
american_scientific_journal-6612	89	3	cpr2	ORG
american_scientific_journal-6612	90	1	4.67	CARDINAL
american_scientific_journal-6612	94	1	12.40	CARDINAL
american_scientific_journal-6612	94	2	12.97	CARDINAL
american_scientific_journal-6612	94	3	vfm1	PERSON
american_scientific_journal-6612	94	4	3.76 0.798	CARDINAL
american_scientific_journal-6612	94	5	.893	DATE
american_scientific_journal-6612	94	6	1.01	CARDINAL
american_scientific_journal-6612	94	7	vfm2 -.991840 -94.21	PERSON
american_scientific_journal-6612	94	8	2021	CARDINAL
american_scientific_journal-6612	94	9	77	CARDINAL
american_scientific_journal-6612	94	10	176	CARDINAL
american_scientific_journal-6612	94	11	3.2	CARDINAL
american_scientific_journal-6612	94	12	4.2	CARDINAL
american_scientific_journal-6612	94	13	vif ave	ORG
american_scientific_journal-6612	94	14	1 1.01	CARDINAL
american_scientific_journal-6612	94	15	0.0516	CARDINAL
american_scientific_journal-6612	94	16	1 1.01	CARDINAL
american_scientific_journal-6612	95	1	0.0516	CARDINAL
american_scientific_journal-6612	95	2	0.0300	CARDINAL
american_scientific_journal-6612	95	3	1 1.01	CARDINAL
american_scientific_journal-6612	95	4	2020	DATE
american_scientific_journal-6612	96	1	10	CARDINAL
american_scientific_journal-6612	96	2	0.7	CARDINAL
american_scientific_journal-6612	97	1	21	CARDINAL
american_scientific_journal-6612	98	1	4.2	CARDINAL
american_scientific_journal-6612	100	1	3.3	CARDINAL
american_scientific_journal-6612	100	2	4.3	CARDINAL
american_scientific_journal-6612	101	1	oim	PERSON
american_scientific_journal-6612	102	1	95%	PERCENT
american_scientific_journal-6612	103	1	0.1312923 0.2525561	MONEY
american_scientific_journal-6612	103	2	0.6345581	NORP
american_scientific_journal-6612	103	3	2020	DATE
american_scientific_journal-6612	103	4	first	ORDINAL
american_scientific_journal-6612	104	1	4.3	CARDINAL
american_scientific_journal-6612	104	2	0.1312923	CARDINAL
american_scientific_journal-6612	105	1	0.432	CARDINAL
american_scientific_journal-6612	105	2	0.482	CARDINAL
american_scientific_journal-6612	106	1	2016	CARDINAL
american_scientific_journal-6612	106	2	914	CARDINAL
american_scientific_journal-6612	107	1	oecd	ORG
american_scientific_journal-6612	107	2	2009	DATE
american_scientific_journal-6612	107	3	american scientific research journal	ORG
american_scientific_journal-6612	107	4	2021	CARDINAL
american_scientific_journal-6612	107	5	77	CARDINAL
american_scientific_journal-6612	107	6	176	CARDINAL
american_scientific_journal-6612	109	1	oecd	ORG
american_scientific_journal-6612	109	2	2009	DATE
american_scientific_journal-6612	109	3	chen	PERSON
american_scientific_journal-6612	109	4	2007	DATE
american_scientific_journal-6612	110	1	3.4	CARDINAL
american_scientific_journal-6612	112	1	23	CARDINAL
american_scientific_journal-6612	113	1	one	CARDINAL
american_scientific_journal-6612	113	2	22	CARDINAL
american_scientific_journal-6612	114	1	23	CARDINAL
american_scientific_journal-6612	114	2	three	CARDINAL
american_scientific_journal-6612	117	1	three	CARDINAL
american_scientific_journal-6612	117	2	23	CARDINAL
american_scientific_journal-6612	119	1	4.1	CARDINAL
american_scientific_journal-6612	120	1	4.1	CARDINAL
american_scientific_journal-6612	120	2	1	CARDINAL
american_scientific_journal-6612	121	1	72	CARDINAL
american_scientific_journal-6612	121	2	american scientific research journal	ORG
american_scientific_journal-6612	121	3	2021	CARDINAL
american_scientific_journal-6612	121	4	77	CARDINAL
american_scientific_journal-6612	121	5	176	CARDINAL
american_scientific_journal-6612	121	6	184	CARDINAL
american_scientific_journal-6612	123	1	oim	PERSON
american_scientific_journal-6612	123	2	coef	PERSON
american_scientific_journal-6612	126	1	95%	PERCENT
american_scientific_journal-6612	129	1	0.869	CARDINAL
american_scientific_journal-6612	129	2	.7185468	GPE
american_scientific_journal-6612	130	1	1.40 0.162	CARDINAL
american_scientific_journal-6612	130	2	1.493346	CARDINAL
american_scientific_journal-6612	130	3	47.61347	CARDINAL
american_scientific_journal-6612	132	1	0.24 0.807	CARDINAL
american_scientific_journal-6612	134	1	3.674712 6.80 0.000	MONEY
american_scientific_journal-6612	134	2	32.18331	CARDINAL
american_scientific_journal-6612	134	3	38.74204	CARDINAL
american_scientific_journal-6612	134	4	0.00	CARDINAL
american_scientific_journal-6612	136	1	72	CARDINAL
american_scientific_journal-6612	137	1	95%	PERCENT
american_scientific_journal-6612	137	2	0.05	CARDINAL
american_scientific_journal-6612	138	1	0.869	CARDINAL
american_scientific_journal-6612	138	2	american scientific research journal	ORG
american_scientific_journal-6612	138	3	2021	CARDINAL
american_scientific_journal-6612	138	4	77	CARDINAL
american_scientific_journal-6612	138	5	176	CARDINAL
american_scientific_journal-6612	139	1	chi2	ORG
american_scientific_journal-6612	139	2	0.00	CARDINAL
american_scientific_journal-6612	141	1	mlinga	GPE
american_scientific_journal-6612	141	2	2007	DATE
american_scientific_journal-6612	144	1	4	CARDINAL
american_scientific_journal-6612	149	1	5	CARDINAL
american_scientific_journal-6612	149	2	ghana	GPE
american_scientific_journal-6612	152	1	6	CARDINAL
american_scientific_journal-6612	152	2	ghana	GPE
american_scientific_journal-6612	153	1	ghana	GPE
american_scientific_journal-6612	153	2	ghana	GPE
american_scientific_journal-6612	159	1	1	CARDINAL
american_scientific_journal-6612	160	1	ameyaw	PERSON
american_scientific_journal-6612	160	2	mensah	GPE
american_scientific_journal-6612	160	3	s.	PERSON
american_scientific_journal-6612	160	4	e.	PERSON
american_scientific_journal-6612	160	5	2012	DATE
american_scientific_journal-6612	161	1	ghana	GPE
american_scientific_journal-6612	161	2	2003	DATE
american_scientific_journal-6612	161	3	663	CARDINAL
american_scientific_journal-6612	163	1	2	CARDINAL
american_scientific_journal-6612	163	2	2	CARDINAL
american_scientific_journal-6612	164	1	55-65	CARDINAL
american_scientific_journal-6612	165	1	2	CARDINAL
american_scientific_journal-6612	166	1	world bank	ORG
american_scientific_journal-6612	166	2	2010	DATE
american_scientific_journal-6612	166	3	washington	GPE
american_scientific_journal-6612	167	1	dc	GPE
american_scientific_journal-6612	167	2	usa american	NORP
american_scientific_journal-6612	167	3	2021	CARDINAL
american_scientific_journal-6612	167	4	77	CARDINAL
american_scientific_journal-6612	167	5	176	CARDINAL
american_scientific_journal-6612	168	1	3	CARDINAL
american_scientific_journal-6612	169	1	world bank	ORG
american_scientific_journal-6612	170	1	2003	DATE
american_scientific_journal-6612	171	1	ghana	GPE
american_scientific_journal-6612	172	1	washington d.c	GPE
american_scientific_journal-6612	173	1	the world bank	ORG
american_scientific_journal-6612	175	1	4	CARDINAL
american_scientific_journal-6612	177	1	14th may,	DATE
american_scientific_journal-6612	177	2	2009	DATE
american_scientific_journal-6612	178	1	4	CARDINAL
american_scientific_journal-6612	179	1	mamiro rg	PERSON
american_scientific_journal-6612	180	1	2010	DATE
american_scientific_journal-6612	182	1	tanzania procurement journal	ORG
american_scientific_journal-6612	183	1	4-5	CARDINAL
american_scientific_journal-6612	184	1	5	CARDINAL
american_scientific_journal-6612	185	1	carr	PERSON
american_scientific_journal-6612	185	2	a.s.	GPE
american_scientific_journal-6612	185	3	j.n.	GPE
american_scientific_journal-6612	185	4	1999	DATE
american_scientific_journal-6612	187	1	17	CARDINAL
american_scientific_journal-6612	187	2	5	CARDINAL
american_scientific_journal-6612	187	3	497–519	CARDINAL
american_scientific_journal-6612	188	1	6	CARDINAL
american_scientific_journal-6612	189	1	basheka bc &	ORG
american_scientific_journal-6612	189	2	e. (	PERSON
american_scientific_journal-6612	189	3	2010	DATE
american_scientific_journal-6612	190	1	uganda	GPE
american_scientific_journal-6612	192	1	j. procurement management	ORG
american_scientific_journal-6612	193	1	2010	DATE
american_scientific_journal-6612	193	2	3(1	CARDINAL
american_scientific_journal-6612	194	1	91104	DATE
american_scientific_journal-6612	195	1	7	CARDINAL
american_scientific_journal-6612	196	1	ghana	GPE
american_scientific_journal-6612	196	2	2016	CARDINAL
american_scientific_journal-6612	196	3	914	CARDINAL
american_scientific_journal-6612	197	1	8	CARDINAL
american_scientific_journal-6612	198	1	ghana	GPE
american_scientific_journal-6612	198	2	the financial year ended	DATE
american_scientific_journal-6612	198	3	31 december 2019	DATE
american_scientific_journal-6612	199	1	9	CARDINAL
american_scientific_journal-6612	200	1	james	PERSON
american_scientific_journal-6612	201	1	2008	DATE
american_scientific_journal-6612	202	1	na26-34	PRODUCT
american_scientific_journal-6612	203	1	10	CARDINAL
american_scientific_journal-6612	204	1	risvig hamer	PERSON
american_scientific_journal-6612	204	2	2014	DATE
american_scientific_journal-6612	204	3	23(4	CARDINAL
american_scientific_journal-6612	204	4	201	CARDINAL
american_scientific_journal-6612	205	1	11	CARDINAL
american_scientific_journal-6612	206	1	racca	GPE
american_scientific_journal-6612	206	2	gabriella m. et al	PERSON
american_scientific_journal-6612	206	3	2010	DATE
american_scientific_journal-6612	207	1	italy	GPE
american_scientific_journal-6612	207	2	istituto di ricerche sulla pubblica amministrazione	PERSON
american_scientific_journal-6612	207	3	jean monnet	PERSON
american_scientific_journal-6612	207	4	nyu school of law	ORG
american_scientific_journal-6612	207	5	2010	DATE
american_scientific_journal-6612	208	1	http://ssrn.com/abstract=2180856	PERSON
american_scientific_journal-6612	208	2	5	CARDINAL
american_scientific_journal-6612	208	3	dec 2014	DATE
american_scientific_journal-6612	209	1	12	CARDINAL
american_scientific_journal-6612	210	1	oecd	ORG
american_scientific_journal-6612	210	2	2009	DATE
american_scientific_journal-6612	211	1	mse	ORG
american_scientific_journal-6612	212	1	paris	GPE
american_scientific_journal-6612	213	1	oecd	ORG
american_scientific_journal-6612	214	1	13	CARDINAL
american_scientific_journal-6612	215	1	oecd	ORG
american_scientific_journal-6612	215	2	2009	DATE
american_scientific_journal-6612	220	1	136-144	CARDINAL
american_scientific_journal-6612	221	1	14	CARDINAL
american_scientific_journal-6612	222	1	chen, z.	PERSON
american_scientific_journal-6612	222	2	2007	DATE
american_scientific_journal-6612	222	3	22	CARDINAL
american_scientific_journal-6612	222	4	bingley	ORG
american_scientific_journal-6612	223	1	17-40	CARDINAL
american_scientific_journal-6612	224	1	15	CARDINAL
american_scientific_journal-6612	225	1	kee	PERSON
american_scientific_journal-6612	225	2	w.	PERSON
american_scientific_journal-6612	225	3	2002	DATE
american_scientific_journal-6612	225	4	the usa‘	EVENT
american_scientific_journal-6612	225	5	11	CARDINAL
american_scientific_journal-6612	226	1	16	CARDINAL
american_scientific_journal-6612	227	1	r. p.	PERSON
american_scientific_journal-6612	227	2	2012	DATE
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