id	sid	eid	entity	type
economy-559	1	1	2313	CARDINAL
economy-559	2	1	1	CARDINAL
economy-559	2	2	3	CARDINAL
economy-559	2	3	89-94	DATE
economy-559	2	4	2014	DATE
economy-559	2	5	89	CARDINAL
economy-559	2	6	ghana	GPE
economy-559	2	7	ghana	GPE
economy-559	2	8	williams kwasi boachie	PERSON
economy-559	2	9	1	CARDINAL
economy-559	2	10	1	CARDINAL
economy-559	2	11	university of education	ORG
economy-559	2	12	winneba	GPE
economy-559	2	13	kumasi campus	PERSON
economy-559	2	14	kumasi	GPE
economy-559	2	15	ghana	GPE
economy-559	2	16	3.0	CARDINAL
economy-559	2	17	asian	NORP
economy-559	2	18	1	CARDINAL
economy-559	4	1	90 2	CARDINAL
economy-559	6	1	90 3	CARDINAL
economy-559	7	1	90 4	DATE
economy-559	9	1	90 5	CARDINAL
economy-559	9	2	91 6	CARDINAL
economy-559	11	1	91 7	DATE
economy-559	11	2	93 8	DATE
economy-559	12	1	94	CARDINAL
economy-559	12	2	94	CARDINAL
economy-559	13	1	95	CARDINAL
economy-559	13	2	ghana	GPE
economy-559	14	1	one	CARDINAL
economy-559	16	1	iversen	PERSON
economy-559	16	2	2006	DATE
economy-559	16	3	india	GPE
economy-559	17	1	ghana	GPE
economy-559	17	2	ghana	GPE
economy-559	19	1	ghana	GPE
economy-559	20	1	ghana	GPE
economy-559	22	1	http://creativecommons.org/licenses/by/3.0/	ORG
economy-559	22	2	2014	DATE
economy-559	22	3	1	CARDINAL
economy-559	22	4	3	CARDINAL
economy-559	23	1	one	CARDINAL
economy-559	25	1	one	CARDINAL
economy-559	25	2	one	CARDINAL
economy-559	27	1	1997	DATE
economy-559	27	2	the last few decades	DATE
economy-559	27	3	the united nations	ORG
economy-559	27	4	that 40%	PERCENT
economy-559	27	5	2000	DATE
economy-559	27	6	26.1%	PERCENT
economy-559	27	7	1975	DATE
economy-559	28	1	34%	PERCENT
economy-559	28	2	2000	DATE
economy-559	28	3	african	NORP
economy-559	28	4	more than 62%	PERCENT
economy-559	28	5	the 15 years	DATE
economy-559	29	1	2	CARDINAL
economy-559	29	2	fei	PERSON
economy-559	29	3	1964	DATE
economy-559	30	1	huang	PERSON
economy-559	30	2	1971	DATE
economy-559	30	3	hanson	PERSON
economy-559	30	4	1971	DATE
economy-559	30	5	1997	DATE
economy-559	30	6	50 to 80 percent	PERCENT
economy-559	30	7	first	ORDINAL
economy-559	31	1	1997	DATE
economy-559	31	2	nayyar	PERSON
economy-559	31	3	1998	DATE
economy-559	32	1	1997	DATE
economy-559	33	1	1969	DATE
economy-559	33	2	alwang	PERSON
economy-559	33	3	1993	DATE
economy-559	34	1	2004	DATE
economy-559	34	2	ratha,	ORG
economy-559	34	3	2005	DATE
economy-559	34	4	humberto et al.	PERSON
economy-559	34	5	2007	DATE
economy-559	34	6	singh	GPE
economy-559	34	7	hari	ORG
economy-559	34	8	2011	DATE
economy-559	36	1	ghana	GPE
economy-559	37	1	ghana	GPE
economy-559	38	1	2.1	CARDINAL
economy-559	38	2	ghana	GPE
economy-559	38	3	the years	DATE
economy-559	38	4	1995	DATE
economy-559	39	1	anarfi et al.	ORG
economy-559	39	2	2003	DATE
economy-559	40	1	about 30 years ago	DATE
economy-559	40	2	ghana	GPE
economy-559	40	3	ghana	GPE
economy-559	42	1	ghana	GPE
economy-559	42	2	ghana	GPE
economy-559	43	1	2.2	CARDINAL
economy-559	43	2	ghana	GPE
economy-559	43	3	ackah	PERSON
economy-559	43	4	medvedev	GPE
economy-559	43	5	2010	DATE
economy-559	43	6	over 80%	PERCENT
economy-559	44	1	more than 70%	PERCENT
economy-559	44	2	accra, tema	ORG
economy-559	44	3	kumasi	GPE
economy-559	45	1	upper east	LOC
economy-559	46	1	ackah	PERSON
economy-559	46	2	medvedev	GPE
economy-559	46	3	2010	DATE
economy-559	47	1	3	CARDINAL
economy-559	47	2	a.	PERSON
economy-559	51	1	4.	CARDINAL
economy-559	51	2	ghana	GPE
economy-559	52	1	1	CARDINAL
economy-559	53	1	2	CARDINAL
economy-559	54	1	3	CARDINAL
economy-559	54	2	ghana	GPE
economy-559	55	1	2014	DATE
economy-559	55	2	1	CARDINAL
economy-559	55	3	3	CARDINAL
economy-559	56	1	august 2014	DATE
economy-559	59	1	sudman	PERSON
economy-559	59	2	1976	DATE
economy-559	60	1	second	ORDINAL
economy-559	62	1	1976	DATE
economy-559	62	2	50 to 100	CARDINAL
economy-559	62	3	7.1%	PERCENT
economy-559	62	4	2,1%	PERCENT
economy-559	62	5	1000 to 2000	CARDINAL
economy-559	62	6	1.6% to	PERCENT
economy-559	62	7	1.1%	PERCENT
economy-559	63	1	107	CARDINAL
economy-559	64	1	6	CARDINAL
economy-559	64	2	14.0	CARDINAL
economy-559	65	1	chi-square	PERSON
economy-559	65	2	pearson	PERSON
economy-559	66	1	107	CARDINAL
economy-559	66	2	20%	PERCENT
economy-559	66	3	80%	PERCENT
economy-559	66	4	kumasi	GPE
economy-559	66	5	ghana	GPE
economy-559	67	1	below 30 to 60 years	DATE
economy-559	68	1	37.41 years	DATE
economy-559	69	1	31-40 years	DATE
economy-559	70	1	about 90%	PERCENT
economy-559	70	2	2	CARDINAL
economy-559	73	1	about 71%	PERCENT
economy-559	73	2	75.5%	PERCENT
economy-559	74	1	kumasi	GPE
economy-559	75	1	ghana	GPE
economy-559	75	2	ghana	GPE
economy-559	76	1	kumasi	GPE
economy-559	76	2	kumasi	GPE
economy-559	77	1	almost 45%	PERCENT
economy-559	77	2	between 7 to 10 years	DATE
economy-559	77	3	43%	PERCENT
economy-559	77	4	less than 6 years	DATE
economy-559	77	5	kumasi	GPE
economy-559	77	6	kumasi	GPE
economy-559	77	7	between 2001 and 2004	DATE
economy-559	78	1	about 5.5%	PERCENT
economy-559	78	2	more than 10 years	DATE
economy-559	78	3	about 6.5%	PERCENT
economy-559	78	4	15 years	DATE
economy-559	79	1	kumasi	GPE
economy-559	79	2	last decade	DATE
economy-559	80	1	more than 10 years	DATE
economy-559	81	1	about 98%	PERCENT
economy-559	82	1	1	CARDINAL
economy-559	82	2	about 58%	PERCENT
economy-559	82	3	10 to 20%	PERCENT
economy-559	83	1	about 32.7%	PERCENT
economy-559	83	2	less than 10%	PERCENT
economy-559	84	1	20 to 30%	PERCENT
economy-559	84	2	30 to 40%	PERCENT
economy-559	84	3	only 7.5% and 1%	PERCENT
economy-559	85	1	entrepreneur‟	GPE
economy-559	86	1	almost 96%	PERCENT
economy-559	86	2	around 5%	PERCENT
economy-559	86	3	„yes‟.	WORK_OF_ART
economy-559	86	4	kumasi	GPE
economy-559	88	1	1	CARDINAL
economy-559	89	1	17	CARDINAL
economy-559	89	2	23.5	CARDINAL
economy-559	89	3	3.8 22.0 81 %	PERCENT
economy-559	89	4	21.0%	PERCENT
economy-559	89	5	45.7%	PERCENT
economy-559	89	6	3.7%	PERCENT
economy-559	89	7	29.6%	PERCENT
economy-559	89	8	100%	PERCENT
economy-559	89	9	2014	DATE
economy-559	89	10	1	CARDINAL
economy-559	89	11	3	CARDINAL
economy-559	89	12	0 1 1	QUANTITY
economy-559	89	13	0 2 %	PERCENT
economy-559	90	1	.0%	PERCENT
economy-559	91	1	50% .1 50%	PERCENT
economy-559	91	2	0%	PERCENT
economy-559	91	3	2 100%	PERCENT
economy-559	91	4	9	CARDINAL
economy-559	91	5	4 17	DATE
economy-559	91	6	4.9	CARDINAL
economy-559	91	7	4.6 17.0 %	PERCENT
economy-559	91	8	52.9%	PERCENT
economy-559	91	9	23.5%	PERCENT
economy-559	91	10	0.0%	PERCENT
economy-559	91	11	23.5%	PERCENT
economy-559	91	12	100%	PERCENT
economy-559	91	13	5	CARDINAL
economy-559	91	14	2.7 0.3 1.9	QUANTITY
economy-559	91	15	7 %	PERCENT
economy-559	91	16	71.4%	PERCENT
economy-559	91	17	0.0%	PERCENT
economy-559	91	18	14.3%	PERCENT
economy-559	91	19	14.3%	PERCENT
economy-559	91	20	100%	PERCENT
economy-559	91	21	31	CARDINAL
economy-559	91	22	29.0%	PERCENT
economy-559	91	23	39.3%	PERCENT
economy-559	91	24	4.7%	PERCENT
economy-559	91	25	27%	PERCENT
economy-559	91	26	100%	PERCENT
economy-559	91	27	asymp	NORP
economy-559	93	1	2	CARDINAL
economy-559	93	2	pearson chisquare 27.190(a	PERSON
economy-559	93	3	9 0.001	CARDINAL
economy-559	93	4	23.972	CARDINAL
economy-559	93	5	9 0.004 linear	TIME
economy-559	93	6	linear	ORG
economy-559	93	7	4.193 1 0.041	CARDINAL
economy-559	93	8	107	CARDINAL
economy-559	93	9	1	CARDINAL
economy-559	93	10	pearson chi-square	PERSON
economy-559	93	11	0.001	CARDINAL
economy-559	93	12	less than 0.05	CARDINAL
economy-559	93	13	pearson chi-square	PERSON
economy-559	95	1	2	CARDINAL
economy-559	95	2	kumasi	GPE
economy-559	96	1	table-2	PERSON
economy-559	96	2	kumasi	GPE
economy-559	96	3	kumasi	GPE
economy-559	96	4	less than 20%	PERCENT
economy-559	96	5	0 1	CARDINAL
economy-559	96	6	0.3 0.4 0.0	QUANTITY
economy-559	96	7	0.3 1 %	PERCENT
economy-559	96	8	0.0%	PERCENT
economy-559	96	9	100.0%	PERCENT
economy-559	96	10	0.0%	PERCENT
economy-559	96	11	0.0%	PERCENT
economy-559	96	12	100.0 %	PERCENT
economy-559	96	13	20-30%	PERCENT
economy-559	96	14	8 15	DATE
economy-559	96	15	11.6 15.7	CARDINAL
economy-559	96	16	10.8 40.0 %	PERCENT
economy-559	96	17	20.0%	PERCENT
economy-559	96	18	37.5%	PERCENT
economy-559	96	19	7.5%	PERCENT
economy-559	96	20	35.0%	PERCENT
economy-559	96	21	100.0 %	PERCENT
economy-559	96	22	30-40%	PERCENT
economy-559	96	23	20	CARDINAL
economy-559	96	24	2	CARDINAL
economy-559	96	25	14 57	DATE
economy-559	96	26	16.5	CARDINAL
economy-559	96	27	15.4 57.0 %	PERCENT
economy-559	96	28	35.1%	PERCENT
economy-559	96	29	36.8%	PERCENT
economy-559	96	30	3.5%	PERCENT
economy-559	96	31	24.6%	PERCENT
economy-559	96	32	100.0 % above 40%	PERCENT
economy-559	96	33	3 5	CARDINAL
economy-559	96	34	2.6 3.5	CARDINAL
economy-559	96	35	2.4 9.0	CARDINAL
economy-559	96	36	2014	DATE
economy-559	96	37	1	CARDINAL
economy-559	96	38	3	CARDINAL
economy-559	96	39	93 %	PERCENT
economy-559	96	40	33.3%	PERCENT
economy-559	96	41	55.6%	PERCENT
economy-559	96	42	0.0%	PERCENT
economy-559	96	43	11.1%	PERCENT
economy-559	96	44	100.0 %	PERCENT
economy-559	96	45	31	CARDINAL
economy-559	96	46	31.0	CARDINAL
economy-559	96	47	29.0 107.0 %	PERCENT
economy-559	96	48	29%	PERCENT
economy-559	96	49	39.3%	PERCENT
economy-559	96	50	4.3%	PERCENT
economy-559	96	51	27.1%	PERCENT
economy-559	96	52	100.0 %	PERCENT
economy-559	98	1	2	CARDINAL
economy-559	98	2	pearson chi-square	PERSON
economy-559	98	3	9 0.600	CARDINAL
economy-559	98	4	8.197	CARDINAL
economy-559	98	5	0.514	CARDINAL
economy-559	98	6	3.470 1 0.062 n	QUANTITY
economy-559	98	7	107	CARDINAL
economy-559	98	8	10	CARDINAL
economy-559	98	9	62.5%	PERCENT
economy-559	98	10	less than 5	CARDINAL
economy-559	99	1	.05	MONEY
economy-559	100	1	pearson chi-square	PERSON
economy-559	100	2	7.355	CARDINAL
economy-559	100	3	0.600	CARDINAL
economy-559	100	4	greater than 0.05	CARDINAL
economy-559	100	5	0.05	CARDINAL
economy-559	100	6	kumasi	GPE
economy-559	101	1	2	CARDINAL
economy-559	101	2	between 30% and 40%	PERCENT
economy-559	102	1	3	CARDINAL
economy-559	103	1	3	CARDINAL
economy-559	103	2	0.234	CARDINAL
economy-559	104	1	0.012	CARDINAL
economy-559	104	2	less than 0.05	CARDINAL
economy-559	104	3	less than 0.05	CARDINAL
economy-559	108	1	1 0.243(a	QUANTITY
economy-559	108	2	0.059 0.050 1.12974	QUANTITY
economy-559	109	1	1	CARDINAL
economy-559	109	2	8.416 134.014	CARDINAL
economy-559	109	3	106	CARDINAL
economy-559	110	1	1	CARDINAL
economy-559	110	2	3.112	CARDINAL
economy-559	110	3	0.335	CARDINAL
economy-559	110	4	0.196	MONEY
economy-559	110	5	9.293	CARDINAL
economy-559	110	6	7	CARDINAL
economy-559	111	1	over 50%	PERCENT
economy-559	111	2	kumasi	GPE
economy-559	112	1	kumasi	GPE
economy-559	113	1	about 50%	PERCENT
economy-559	113	2	kumasi	GPE
economy-559	113	3	the last 7 to 10 years	DATE
economy-559	114	1	about 50%	PERCENT
economy-559	114	2	200%	PERCENT
economy-559	115	1	half	CARDINAL
economy-559	115	2	between 30 to 40 years	DATE
economy-559	116	1	ghana	GPE
economy-559	117	1	kumasi	GPE
economy-559	120	1	kumasi	GPE
economy-559	121	1	one	CARDINAL
economy-559	122	1	about 5%	PERCENT
economy-559	122	2	kumasi	GPE
economy-559	122	3	2014	DATE
economy-559	122	4	1	CARDINAL
economy-559	122	5	3	CARDINAL
economy-559	122	6	ghana	GPE
economy-559	123	1	ghana	GPE
economy-559	125	1	about 50%	PERCENT
economy-559	127	1	95%	PERCENT
economy-559	128	1	ghanaian	NORP
economy-559	130	1	ghanaian	NORP
economy-559	131	1	kumasi	GPE
economy-559	132	1	kumasi	GPE
economy-559	132	2	ghana	GPE
economy-559	133	1	8.	CARDINAL
economy-559	135	1		CARDINAL
economy-559	135	2	ghana	GPE
economy-559	136	1		CARDINAL
economy-559	136	2	ghana	GPE
economy-559	137	1		CARDINAL
economy-559	137	2	ghana	GPE
economy-559	138	1		CARDINAL
economy-559	140	1		CARDINAL
economy-559	141	1	ackah	PERSON
economy-559	141	2	c.	PERSON
economy-559	141	3	d. medvedev	PERSON
economy-559	141	4	2010	DATE
economy-559	142	1	ghana	GPE
economy-559	143	1	the world bank africa region	ORG
economy-559	143	2	west africa	GPE
economy-559	145	1	5273	DATE
economy-559	146	1	anarfi	ORG
economy-559	146	2	j., s. kwankye	PERSON
economy-559	146	3	a. ofosu-mensah	PERSON
economy-559	146	4	r. tiemoko	PERSON
economy-559	146	5	2003	DATE
economy-559	147	1	ghana	GPE
economy-559	148	1	the development research centre	ORG
economy-559	148	2	poverty.legon: university press	ORG
economy-559	148	3	university of ghana	ORG
economy-559	148	4	f. and h. rapoport	PERSON
economy-559	148	5	2004	DATE
economy-559	150	1	3382	CARDINAL
economy-559	151	1	washington	GPE
economy-559	151	2	dc	GPE
economy-559	152	1	fei	PERSON
economy-559	152	2	g. ranis	PERSON
economy-559	152	3	1964	DATE
economy-559	154	1	american	NORP
economy-559	154	2	533–565	CARDINAL
economy-559	155	1	hanson	ORG
economy-559	155	2	j.	PERSON
economy-559	155	3	1971	DATE
economy-559	156	1	egypt	GPE
economy-559	157	1	american	NORP
economy-559	157	2	61(3	CARDINAL
economy-559	157	3	492-499	CARDINAL
economy-559	158	1	huang	PERSON
economy-559	158	2	1971	DATE
economy-559	159	1	malaysia	GPE
economy-559	160	1	703	CARDINAL
economy-559	161	1	humberto	ORG
economy-559	161	2	l., f. pablo	PERSON
economy-559	161	3	a.a. pablo	GPE
economy-559	161	4	2007	DATE
economy-559	162	1	latin american	NORP
economy-559	163	1	world bank	ORG
economy-559	163	2	4247	DATE
economy-559	164	1	iversen	PERSON
economy-559	164	2	2006	DATE
economy-559	166	1	university of east anglia	ORG
economy-559	168	1	nayyar	PERSON
economy-559	168	2	d.	NORP
economy-559	168	3	1998	DATE
economy-559	170	1	indonesia	GPE
economy-559	171	1	20	CARDINAL
economy-559	171	2	92	CARDINAL
economy-559	171	3	1997	DATE
economy-559	171	4	chapter 6	LAW
economy-559	172	1	i. l.	PERSON
economy-559	173	1	geneva	GPE
economy-559	173	2	switzerland	GPE
economy-559	174	1	norton	ORG
economy-559	174	2	g.w.	GPE
economy-559	174	3	j. alwang	PERSON
economy-559	174	4	1993	DATE
economy-559	176	1	new york	GPE
economy-559	176	2	mcgraw-hill	ORG
economy-559	177	1	ranis	NORP
economy-559	177	2	1997	DATE
economy-559	181	1	772	CARDINAL
economy-559	182	1	yale university	ORG
economy-559	183	1	ratha	ORG
economy-559	183	2	d., 2005	GPE
economy-559	185	1	s. m. maimbo & d. ratha	PERSON
economy-559	187	1	washington	GPE
economy-559	187	2	dc	GPE
economy-559	188	1	19–53	CARDINAL
economy-559	189	1	singh	GPE
economy-559	189	2	s.k.	GPE
economy-559	189	3	k.s. hari	PERSON
economy-559	189	4	2011	DATE
economy-559	190	1	ghana	GPE
economy-559	192	1	sudman, s., 1976	PERSON
economy-559	194	1	new york	GPE
economy-559	195	1	todaro	ORG
economy-559	195	2	m.p.	GPE
economy-559	195	3	1969	DATE
economy-559	197	1	american	NORP
economy-559	197	2	1(59	CARDINAL
economy-559	197	3	138–148	CARDINAL
economy-559	198	1	todaro	ORG
economy-559	198	2	m.p.	GPE
economy-559	198	3	1997	DATE
economy-559	199	1	africa	LOC
economy-559	200	1	africa	LOC
economy-559	202	1	twumasi-ankrah	PERSON
economy-559	202	2	1995	DATE
economy-559	203	1	ghana	GPE
economy-559	204	1	africa	LOC
economy-559	204	2	7	DATE
economy-559	204	3	20	DATE
economy-559	204	4	339	CARDINAL
economy-559	205	1	2014	DATE
economy-559	205	2	1	CARDINAL
economy-559	205	3	3	CARDINAL
economy-559	205	4	d.m.	GPE
economy-559	205	5	h. rapoport	PERSON
economy-559	205	6	2002	DATE
economy-559	207	1	819	CARDINAL
economy-559	207	2	october 2002	DATE
economy-559	208	1	kapur	ORG
economy-559	208	2	d.	NORP
economy-559	208	3	j. mchale	PERSON
economy-559	208	4	2005	DATE
economy-559	209	1	washington dc:	GPE
economy-559	210	1	khadria	PERSON
economy-559	210	2	1999	DATE
economy-559	211	1	second	ORDINAL
economy-559	211	2	ghana	GPE
economy-559	212	1	new delhi	GPE
economy-559	213	1	lowell	GPE
economy-559	213	2	l.b.	GPE
economy-559	213	3	findlay	PERSON
economy-559	213	4	2002	DATE
economy-559	215	1	44	DATE
economy-559	215	2	international labour office	ORG
economy-559	215	3	geneva	GPE
economy-559	215	4	mccormick	PERSON
economy-559	215	5	b.	PERSON
economy-559	215	6	j. wahba	PERSON
economy-559	215	7	2000	DATE
economy-559	216	1	egypt	GPE
economy-559	217	1	southampton: university of southampton	ORG
economy-559	218	1	1-32	CARDINAL