id	sid	tid	token	lemma	pos
economy-559	1	1	economy	economy	NOUN
economy-559	1	2	issn	issn	VERB
economy-559	1	3	:	:	PUNCT
economy-559	1	4	2313	2313	NUM
economy-559	1	5	-	-	SYM
economy-559	1	6	8181	8181	NUM
economy-559	1	7	vol	vol	NOUN
economy-559	1	8	.	.	PROPN
economy-559	2	1	1	1	NUM
economy-559	2	2	,	,	PUNCT
economy-559	2	3	no	no	INTJ
economy-559	2	4	.	.	NOUN
economy-559	2	5	3	3	NUM
economy-559	2	6	,	,	PUNCT
economy-559	2	7	89	89	NUM
economy-559	2	8	-	-	SYM
economy-559	2	9	94	94	NUM
economy-559	2	10	,	,	PUNCT
economy-559	2	11	2014	2014	NUM
economy-559	2	12	www.asianonlinejournals.com/index.php/economy	www.asianonlinejournals.com/index.php/economy	NOUN
economy-559	2	13	*	*	PUNCT
economy-559	2	14	corresponding	correspond	VERB
economy-559	2	15	author	author	NOUN
economy-559	2	16	89	89	NUM
economy-559	2	17	examining	examine	VERB
economy-559	2	18	the	the	DET
economy-559	2	19	economic	economic	ADJ
economy-559	2	20	impact	impact	NOUN
economy-559	2	21	of	of	ADP
economy-559	2	22	the	the	DET
economy-559	2	23	migration	migration	NOUN
economy-559	2	24	of	of	ADP
economy-559	2	25	skilled	skilled	ADJ
economy-559	2	26	labour	labour	NOUN
economy-559	2	27	from	from	ADP
economy-559	2	28	the	the	DET
economy-559	2	29	northern	northern	ADJ
economy-559	2	30	parts	part	NOUN
economy-559	2	31	of	of	ADP
economy-559	2	32	ghana	ghana	PROPN
economy-559	2	33	into	into	ADP
economy-559	2	34	the	the	DET
economy-559	2	35	ashanti	ashanti	ADJ
economy-559	2	36	region	region	NOUN
economy-559	2	37	of	of	ADP
economy-559	2	38	ghana	ghana	PROPN
economy-559	2	39	williams	williams	PROPN
economy-559	2	40	kwasi	kwasi	PROPN
economy-559	2	41	boachie	boachie	PROPN
economy-559	2	42	1	1	NUM
economy-559	2	43	*	*	SYM
economy-559	2	44	1	1	NUM
economy-559	2	45	department	department	NOUN
economy-559	2	46	of	of	ADP
economy-559	2	47	accounting	accounting	NOUN
economy-559	2	48	education	education	NOUN
economy-559	2	49	,	,	PUNCT
economy-559	2	50	university	university	NOUN
economy-559	2	51	of	of	ADP
economy-559	2	52	education	education	NOUN
economy-559	2	53	,	,	PUNCT
economy-559	2	54	winneba	winneba	ADJ
economy-559	2	55	,	,	PUNCT
economy-559	2	56	kumasi	kumasi	NOUN
economy-559	2	57	campus	campus	PROPN
economy-559	2	58	,	,	PUNCT
economy-559	2	59	kumasi	kumasi	PROPN
economy-559	2	60	,	,	PUNCT
economy-559	2	61	ghana	ghana	PROPN
economy-559	2	62	abstract	abstract	ADV
economy-559	2	63	this	this	DET
economy-559	2	64	work	work	NOUN
economy-559	2	65	is	be	AUX
economy-559	2	66	licensed	license	VERB
economy-559	2	67	under	under	ADP
economy-559	2	68	a	a	DET
economy-559	2	69	creative	creative	ADJ
economy-559	2	70	commons	common	NOUN
economy-559	2	71	attribution	attribution	NOUN
economy-559	2	72	3.0	3.0	NUM
economy-559	2	73	license	license	NOUN
economy-559	2	74	asian	asian	ADJ
economy-559	2	75	online	online	PROPN
economy-559	2	76	journal	journal	PROPN
economy-559	2	77	publishing	publishing	NOUN
economy-559	2	78	group	group	NOUN
economy-559	2	79	contents	content	VERB
economy-559	2	80	1	1	NUM
economy-559	2	81	.	.	PUNCT
economy-559	3	1	introduction	introduction	NOUN
economy-559	3	2	.........................................................................................................................................................................	.........................................................................................................................................................................	PUNCT
economy-559	4	1	90	90	NUM
economy-559	4	2	2	2	NUM
economy-559	4	3	.	.	PUNCT
economy-559	5	1	a	a	DET
economy-559	5	2	brief	brief	ADJ
economy-559	5	3	review	review	NOUN
economy-559	5	4	of	of	ADP
economy-559	5	5	literature	literature	NOUN
economy-559	5	6	...............................................................................................................................................	...............................................................................................................................................	PUNCT
economy-559	6	1	90	90	NUM
economy-559	6	2	3	3	NUM
economy-559	6	3	.	.	PUNCT
economy-559	6	4	research	research	NOUN
economy-559	6	5	questions	question	NOUN
economy-559	6	6	..............................................................................................................................................................	..............................................................................................................................................................	PUNCT
economy-559	7	1	90	90	NUM
economy-559	7	2	4	4	NUM
economy-559	7	3	.	.	PUNCT
economy-559	8	1	purpose	purpose	NOUN
economy-559	8	2	of	of	ADP
economy-559	8	3	the	the	DET
economy-559	8	4	study	study	NOUN
economy-559	8	5	............................................................................................................................................................	............................................................................................................................................................	PUNCT
economy-559	9	1	90	90	NUM
economy-559	9	2	5	5	NUM
economy-559	9	3	.	.	PUNCT
economy-559	9	4	materials	material	NOUN
economy-559	9	5	and	and	CCONJ
economy-559	9	6	methods	method	NOUN
economy-559	9	7	........................................................................................................................................................	........................................................................................................................................................	VERB
economy-559	9	8	91	91	NUM
economy-559	9	9	6	6	NUM
economy-559	9	10	.	.	PUNCT
economy-559	10	1	data	datum	NOUN
economy-559	10	2	analysis	analysis	NOUN
economy-559	10	3	and	and	CCONJ
economy-559	10	4	presentation	presentation	NOUN
economy-559	10	5	...........................................................................................................................................	...........................................................................................................................................	PROPN
economy-559	11	1	91	91	NUM
economy-559	11	2	7	7	NUM
economy-559	11	3	.	.	PUNCT
economy-559	11	4	discussion	discussion	NOUN
economy-559	11	5	of	of	ADP
economy-559	11	6	the	the	DET
economy-559	11	7	findings	finding	NOUN
economy-559	11	8	from	from	ADP
economy-559	11	9	the	the	DET
economy-559	11	10	study	study	NOUN
economy-559	11	11	..........................................................................................................................	..........................................................................................................................	PUNCT
economy-559	11	12	93	93	NUM
economy-559	11	13	8	8	NUM
economy-559	11	14	.	.	PUNCT
economy-559	11	15	conclusion	conclusion	NOUN
economy-559	11	16	and	and	CCONJ
economy-559	11	17	recommendations	recommendation	NOUN
economy-559	11	18	.....................................................................................................................................	.....................................................................................................................................	PUNCT
economy-559	12	1	94	94	NUM
economy-559	12	2	references	reference	NOUN
economy-559	12	3	................................................................................................................................................................................	................................................................................................................................................................................	VERB
economy-559	12	4	94	94	NUM
economy-559	12	5	bibliography	bibliography	NOUN
economy-559	12	6	............................................................................................................................................................................	............................................................................................................................................................................	PUNCT
economy-559	13	1	95	95	NUM
economy-559	13	2	in	in	ADP
economy-559	13	3	many	many	ADJ
economy-559	13	4	developing	develop	VERB
economy-559	13	5	countries	country	NOUN
economy-559	13	6	like	like	ADP
economy-559	13	7	ghana	ghana	PROPN
economy-559	13	8	,	,	PUNCT
economy-559	13	9	rural	rural	ADJ
economy-559	13	10	urban	urban	ADJ
economy-559	13	11	migration	migration	NOUN
economy-559	13	12	is	be	AUX
economy-559	13	13	a	a	DET
economy-559	13	14	major	major	ADJ
economy-559	13	15	issue	issue	NOUN
economy-559	13	16	facing	face	VERB
economy-559	13	17	governments	government	NOUN
economy-559	13	18	and	and	CCONJ
economy-559	13	19	other	other	ADJ
economy-559	13	20	stakeholders	stakeholder	NOUN
economy-559	13	21	.	.	PUNCT
economy-559	14	1	in	in	ADP
economy-559	14	2	fulfillment	fulfillment	NOUN
economy-559	14	3	of	of	ADP
economy-559	14	4	personal	personal	ADJ
economy-559	14	5	and	and	CCONJ
economy-559	14	6	other	other	ADJ
economy-559	14	7	interests	interest	NOUN
economy-559	14	8	,	,	PUNCT
economy-559	14	9	people	people	NOUN
economy-559	14	10	usually	usually	ADV
economy-559	14	11	move	move	VERB
economy-559	14	12	from	from	ADP
economy-559	14	13	one	one	NUM
economy-559	14	14	place	place	NOUN
economy-559	14	15	to	to	ADP
economy-559	14	16	another	another	PRON
economy-559	14	17	in	in	ADP
economy-559	14	18	search	search	NOUN
economy-559	14	19	of	of	ADP
economy-559	14	20	satisfactory	satisfactory	ADJ
economy-559	14	21	living	living	NOUN
economy-559	14	22	conditions	condition	NOUN
economy-559	14	23	.	.	PUNCT
economy-559	15	1	the	the	DET
economy-559	15	2	difference	difference	NOUN
economy-559	15	3	between	between	ADP
economy-559	15	4	the	the	DET
economy-559	15	5	wages	wage	NOUN
economy-559	15	6	of	of	ADP
economy-559	15	7	rural	rural	ADJ
economy-559	15	8	and	and	CCONJ
economy-559	15	9	urban	urban	ADJ
economy-559	15	10	centers	center	NOUN
economy-559	15	11	has	have	AUX
economy-559	15	12	been	be	AUX
economy-559	15	13	seen	see	VERB
economy-559	15	14	as	as	ADP
economy-559	15	15	one	one	NUM
economy-559	15	16	of	of	ADP
economy-559	15	17	the	the	DET
economy-559	15	18	main	main	ADJ
economy-559	15	19	factors	factor	NOUN
economy-559	15	20	affecting	affect	VERB
economy-559	15	21	the	the	DET
economy-559	15	22	migration	migration	NOUN
economy-559	15	23	.	.	PUNCT
economy-559	16	1	iversen	iversen	NOUN
economy-559	16	2	(	(	PUNCT
economy-559	16	3	2006	2006	NUM
economy-559	16	4	)	)	PUNCT
economy-559	16	5	argued	argue	VERB
economy-559	16	6	that	that	SCONJ
economy-559	16	7	in	in	ADP
economy-559	16	8	india	india	PROPN
economy-559	16	9	,	,	PUNCT
economy-559	16	10	the	the	DET
economy-559	16	11	wage	wage	NOUN
economy-559	16	12	parameter	parameter	NOUN
economy-559	16	13	was	be	AUX
economy-559	16	14	influenced	influence	VERB
economy-559	16	15	by	by	ADP
economy-559	16	16	social	social	ADJ
economy-559	16	17	networks	network	NOUN
economy-559	16	18	which	which	PRON
economy-559	16	19	facilitated	facilitate	VERB
economy-559	16	20	the	the	DET
economy-559	16	21	relocation	relocation	NOUN
economy-559	16	22	of	of	ADP
economy-559	16	23	rural	rural	ADJ
economy-559	16	24	active	active	ADJ
economy-559	16	25	population	population	NOUN
economy-559	16	26	into	into	ADP
economy-559	16	27	the	the	DET
economy-559	16	28	urban	urban	ADJ
economy-559	16	29	industrial	industrial	ADJ
economy-559	16	30	enclaves	enclave	NOUN
economy-559	16	31	to	to	PART
economy-559	16	32	work	work	VERB
economy-559	16	33	as	as	ADP
economy-559	16	34	low	low	ADJ
economy-559	16	35	paid	pay	VERB
economy-559	16	36	personnel	personnel	NOUN
economy-559	16	37	in	in	ADP
economy-559	16	38	the	the	DET
economy-559	16	39	factories	factory	NOUN
economy-559	16	40	.	.	PUNCT
economy-559	17	1	this	this	DET
economy-559	17	2	paper	paper	NOUN
economy-559	17	3	is	be	AUX
economy-559	17	4	focused	focus	VERB
economy-559	17	5	on	on	ADP
economy-559	17	6	the	the	DET
economy-559	17	7	socio	socio	NOUN
economy-559	17	8	-	-	PUNCT
economy-559	17	9	economic	economic	ADJ
economy-559	17	10	analysis	analysis	NOUN
economy-559	17	11	on	on	ADP
economy-559	17	12	skilled	skilled	ADJ
economy-559	17	13	labour	labour	NOUN
economy-559	17	14	migration	migration	NOUN
economy-559	17	15	from	from	ADP
economy-559	17	16	the	the	DET
economy-559	17	17	northern	northern	ADJ
economy-559	17	18	parts	part	NOUN
economy-559	17	19	of	of	ADP
economy-559	17	20	ghana	ghana	PROPN
economy-559	17	21	into	into	ADP
economy-559	17	22	the	the	DET
economy-559	17	23	ashanti	ashanti	ADJ
economy-559	17	24	region	region	NOUN
economy-559	17	25	of	of	ADP
economy-559	17	26	ghana	ghana	PROPN
economy-559	17	27	and	and	CCONJ
economy-559	17	28	its	its	PRON
economy-559	17	29	impact	impact	NOUN
economy-559	17	30	on	on	ADP
economy-559	17	31	the	the	DET
economy-559	17	32	region	region	NOUN
economy-559	17	33	.	.	PUNCT
economy-559	18	1	in	in	ADP
economy-559	18	2	order	order	NOUN
economy-559	18	3	to	to	PART
economy-559	18	4	achieve	achieve	VERB
economy-559	18	5	this	this	DET
economy-559	18	6	goal	goal	NOUN
economy-559	18	7	,	,	PUNCT
economy-559	18	8	the	the	DET
economy-559	18	9	researcher	researcher	NOUN
economy-559	18	10	came	come	VERB
economy-559	18	11	up	up	ADP
economy-559	18	12	with	with	ADP
economy-559	18	13	research	research	NOUN
economy-559	18	14	design	design	NOUN
economy-559	18	15	that	that	PRON
economy-559	18	16	assisted	assist	VERB
economy-559	18	17	him	he	PRON
economy-559	18	18	to	to	PART
economy-559	18	19	identify	identify	VERB
economy-559	18	20	the	the	DET
economy-559	18	21	impact	impact	NOUN
economy-559	18	22	as	as	ADV
economy-559	18	23	well	well	ADV
economy-559	18	24	as	as	ADP
economy-559	18	25	the	the	DET
economy-559	18	26	solutions	solution	NOUN
economy-559	18	27	to	to	ADP
economy-559	18	28	the	the	DET
economy-559	18	29	migration	migration	NOUN
economy-559	18	30	process	process	NOUN
economy-559	18	31	.	.	PUNCT
economy-559	19	1	in	in	ADP
economy-559	19	2	this	this	DET
economy-559	19	3	study	study	NOUN
economy-559	19	4	,	,	PUNCT
economy-559	19	5	the	the	DET
economy-559	19	6	analysis	analysis	NOUN
economy-559	19	7	was	be	AUX
economy-559	19	8	done	do	VERB
economy-559	19	9	on	on	ADP
economy-559	19	10	the	the	DET
economy-559	19	11	primary	primary	ADJ
economy-559	19	12	data	datum	NOUN
economy-559	19	13	derived	derive	VERB
economy-559	19	14	from	from	ADP
economy-559	19	15	the	the	DET
economy-559	19	16	samples	sample	NOUN
economy-559	19	17	of	of	ADP
economy-559	19	18	the	the	DET
economy-559	19	19	skilled	skilled	ADJ
economy-559	19	20	personnel	personnel	NOUN
economy-559	19	21	who	who	PRON
economy-559	19	22	move	move	VERB
economy-559	19	23	from	from	ADP
economy-559	19	24	the	the	DET
economy-559	19	25	northern	northern	ADJ
economy-559	19	26	parts	part	NOUN
economy-559	19	27	of	of	ADP
economy-559	19	28	the	the	DET
economy-559	19	29	country	country	NOUN
economy-559	19	30	into	into	ADP
economy-559	19	31	the	the	DET
economy-559	19	32	ashanti	ashanti	ADJ
economy-559	19	33	region	region	NOUN
economy-559	19	34	of	of	ADP
economy-559	19	35	ghana	ghana	PROPN
economy-559	19	36	.	.	PUNCT
economy-559	20	1	it	it	PRON
economy-559	20	2	was	be	AUX
economy-559	20	3	revealed	reveal	VERB
economy-559	20	4	from	from	ADP
economy-559	20	5	the	the	DET
economy-559	20	6	study	study	NOUN
economy-559	20	7	that	that	SCONJ
economy-559	20	8	skilled	skilled	ADJ
economy-559	20	9	labour	labour	NOUN
economy-559	20	10	migration	migration	NOUN
economy-559	20	11	have	have	VERB
economy-559	20	12	positive	positive	ADJ
economy-559	20	13	impacts	impact	NOUN
economy-559	20	14	in	in	ADP
economy-559	20	15	the	the	DET
economy-559	20	16	socio	socio	NOUN
economy-559	20	17	-	-	PUNCT
economy-559	20	18	economic	economic	ADJ
economy-559	20	19	development	development	NOUN
economy-559	20	20	of	of	ADP
economy-559	20	21	the	the	DET
economy-559	20	22	northern	northern	ADJ
economy-559	20	23	part	part	NOUN
economy-559	20	24	of	of	ADP
economy-559	20	25	ghana	ghana	PROPN
economy-559	20	26	in	in	ADP
economy-559	20	27	terms	term	NOUN
economy-559	20	28	of	of	ADP
economy-559	20	29	remittances	remittance	NOUN
economy-559	20	30	,	,	PUNCT
economy-559	20	31	human	human	ADJ
economy-559	20	32	capital	capital	NOUN
economy-559	20	33	,	,	PUNCT
economy-559	20	34	entrepreneurship	entrepreneurship	NOUN
economy-559	20	35	,	,	PUNCT
economy-559	20	36	improved	improved	ADJ
economy-559	20	37	welfare	welfare	NOUN
economy-559	20	38	,	,	PUNCT
economy-559	20	39	among	among	ADP
economy-559	20	40	others	other	NOUN
economy-559	20	41	.	.	PUNCT
economy-559	21	1	keywords	keyword	NOUN
economy-559	21	2	:	:	PUNCT
economy-559	21	3	human	human	ADJ
economy-559	21	4	capital	capital	NOUN
economy-559	21	5	,	,	PUNCT
economy-559	21	6	migration	migration	NOUN
economy-559	21	7	,	,	PUNCT
economy-559	21	8	geographical	geographical	ADJ
economy-559	21	9	locations	location	NOUN
economy-559	21	10	,	,	PUNCT
economy-559	21	11	skilled	skilled	ADJ
economy-559	21	12	labour	labour	NOUN
economy-559	21	13	,	,	PUNCT
economy-559	21	14	jobs	job	NOUN
economy-559	21	15	acquisition	acquisition	NOUN
economy-559	21	16	,	,	PUNCT
economy-559	21	17	population	population	NOUN
economy-559	21	18	.	.	PUNCT
economy-559	22	1	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
economy-559	22	2	economy	economy	NOUN
economy-559	22	3	,	,	PUNCT
economy-559	22	4	2014	2014	NUM
economy-559	22	5	,	,	PUNCT
economy-559	22	6	1	1	NUM
economy-559	22	7	(	(	PUNCT
economy-559	22	8	3	3	NUM
economy-559	22	9	):	):	PUNCT
economy-559	22	10	89	89	NUM
economy-559	22	11	-	-	SYM
economy-559	22	12	94	94	NUM
economy-559	22	13	90	90	NUM
economy-559	22	14	1	1	NUM
economy-559	22	15	.	.	PUNCT
economy-559	23	1	introduction	introduction	NOUN
economy-559	23	2	the	the	DET
economy-559	23	3	movement	movement	NOUN
economy-559	23	4	of	of	ADP
economy-559	23	5	people	people	NOUN
economy-559	23	6	from	from	ADP
economy-559	23	7	one	one	NUM
economy-559	23	8	geographical	geographical	ADJ
economy-559	23	9	location	location	NOUN
economy-559	23	10	to	to	ADP
economy-559	23	11	another	another	PRON
economy-559	23	12	is	be	AUX
economy-559	23	13	termed	term	VERB
economy-559	23	14	as	as	ADP
economy-559	23	15	migration	migration	NOUN
economy-559	23	16	.	.	PUNCT
economy-559	24	1	this	this	PRON
economy-559	24	2	usually	usually	ADV
economy-559	24	3	involves	involve	VERB
economy-559	24	4	either	either	CCONJ
economy-559	24	5	temporal	temporal	ADJ
economy-559	24	6	or	or	CCONJ
economy-559	24	7	permanent	permanent	ADJ
economy-559	24	8	settlement	settlement	NOUN
economy-559	24	9	.	.	PUNCT
economy-559	25	1	the	the	DET
economy-559	25	2	area	area	NOUN
economy-559	25	3	where	where	SCONJ
economy-559	25	4	the	the	DET
economy-559	25	5	people	people	NOUN
economy-559	25	6	leave	leave	VERB
economy-559	25	7	is	be	AUX
economy-559	25	8	the	the	DET
economy-559	25	9	„	„	PUNCT
economy-559	25	10	source	source	NOUN
economy-559	25	11	region‟	region‟	NOUN
economy-559	25	12	and	and	CCONJ
economy-559	25	13	the	the	DET
economy-559	25	14	one	one	NOUN
economy-559	25	15	into	into	ADP
economy-559	25	16	which	which	PRON
economy-559	25	17	people	people	NOUN
economy-559	25	18	migrate	migrate	VERB
economy-559	25	19	is	be	AUX
economy-559	25	20	known	know	VERB
economy-559	25	21	as	as	ADP
economy-559	25	22	the	the	DET
economy-559	25	23	„	„	PUNCT
economy-559	25	24	destination	destination	NOUN
economy-559	25	25	region‟.	region‟.	PRON
economy-559	25	26	one	one	NUM
economy-559	25	27	remarkable	remarkable	ADJ
economy-559	25	28	feature	feature	NOUN
economy-559	25	29	of	of	ADP
economy-559	25	30	migration	migration	NOUN
economy-559	25	31	is	be	AUX
economy-559	25	32	the	the	DET
economy-559	25	33	fact	fact	NOUN
economy-559	25	34	that	that	SCONJ
economy-559	25	35	it	it	PRON
economy-559	25	36	usually	usually	ADV
economy-559	25	37	involves	involve	VERB
economy-559	25	38	the	the	DET
economy-559	25	39	movement	movement	NOUN
economy-559	25	40	of	of	ADP
economy-559	25	41	people	people	NOUN
economy-559	25	42	from	from	ADP
economy-559	25	43	one	one	NUM
economy-559	25	44	rural	rural	ADJ
economy-559	25	45	area	area	NOUN
economy-559	25	46	into	into	ADP
economy-559	25	47	an	an	DET
economy-559	25	48	urban	urban	ADJ
economy-559	25	49	centre	centre	NOUN
economy-559	25	50	.	.	PUNCT
economy-559	26	1	of	of	ADP
economy-559	26	2	late	late	ADV
economy-559	26	3	,	,	PUNCT
economy-559	26	4	this	this	DET
economy-559	26	5	movement	movement	NOUN
economy-559	26	6	of	of	ADP
economy-559	26	7	people	people	NOUN
economy-559	26	8	has	have	AUX
economy-559	26	9	become	become	VERB
economy-559	26	10	so	so	ADV
economy-559	26	11	alarming	alarming	ADJ
economy-559	26	12	that	that	SCONJ
economy-559	26	13	the	the	DET
economy-559	26	14	urban	urban	ADJ
economy-559	26	15	areas	area	NOUN
economy-559	26	16	usually	usually	ADV
economy-559	26	17	experience	experience	VERB
economy-559	26	18	high	high	ADJ
economy-559	26	19	population	population	NOUN
economy-559	26	20	growth	growth	NOUN
economy-559	26	21	rates	rate	NOUN
economy-559	26	22	whilst	whilst	SCONJ
economy-559	26	23	the	the	DET
economy-559	26	24	rural	rural	ADJ
economy-559	26	25	areas	area	NOUN
economy-559	26	26	also	also	ADV
economy-559	26	27	experience	experience	VERB
economy-559	26	28	decreasing	decrease	VERB
economy-559	26	29	population	population	NOUN
economy-559	26	30	growth	growth	NOUN
economy-559	26	31	rates	rate	NOUN
economy-559	26	32	.	.	PUNCT
economy-559	27	1	in	in	ADP
economy-559	27	2	view	view	NOUN
economy-559	27	3	of	of	ADP
economy-559	27	4	this	this	PRON
economy-559	27	5	,	,	PUNCT
economy-559	27	6	todaro	todaro	NOUN
economy-559	27	7	(	(	PUNCT
economy-559	27	8	1997	1997	NUM
economy-559	27	9	)	)	PUNCT
economy-559	27	10	pointed	point	VERB
economy-559	27	11	out	out	ADP
economy-559	27	12	that	that	SCONJ
economy-559	27	13	“	"	PUNCT
economy-559	27	14	the	the	DET
economy-559	27	15	major	major	ADJ
economy-559	27	16	contributing	contribute	VERB
economy-559	27	17	factor	factor	NOUN
economy-559	27	18	to	to	ADP
economy-559	27	19	the	the	DET
economy-559	27	20	ubiquitous	ubiquitous	ADJ
economy-559	27	21	phenomenon	phenomenon	NOUN
economy-559	27	22	of	of	ADP
economy-559	27	23	urban	urban	ADJ
economy-559	27	24	surplus	surplus	ADJ
economy-559	27	25	labour	labour	NOUN
economy-559	27	26	and	and	CCONJ
economy-559	27	27	as	as	ADP
economy-559	27	28	a	a	DET
economy-559	27	29	force	force	NOUN
economy-559	27	30	which	which	PRON
economy-559	27	31	continues	continue	VERB
economy-559	27	32	to	to	PART
economy-559	27	33	exacerbate	exacerbate	VERB
economy-559	27	34	already	already	ADV
economy-559	27	35	serious	serious	ADJ
economy-559	27	36	urban	urban	ADJ
economy-559	27	37	unemployment	unemployment	NOUN
economy-559	27	38	problems	problem	NOUN
economy-559	27	39	”	"	PUNCT
economy-559	27	40	in	in	ADP
economy-559	27	41	the	the	DET
economy-559	27	42	last	last	ADJ
economy-559	27	43	few	few	ADJ
economy-559	27	44	decades	decade	NOUN
economy-559	27	45	,	,	PUNCT
economy-559	27	46	population	population	NOUN
economy-559	27	47	growth	growth	NOUN
economy-559	27	48	in	in	ADP
economy-559	27	49	the	the	DET
economy-559	27	50	urban	urban	ADJ
economy-559	27	51	centers	center	NOUN
economy-559	27	52	has	have	AUX
economy-559	27	53	increased	increase	VERB
economy-559	27	54	and	and	CCONJ
economy-559	27	55	because	because	SCONJ
economy-559	27	56	of	of	ADP
economy-559	27	57	this	this	PRON
economy-559	27	58	,	,	PUNCT
economy-559	27	59	the	the	DET
economy-559	27	60	united	united	PROPN
economy-559	27	61	nations	nations	PROPN
economy-559	27	62	has	have	AUX
economy-559	27	63	noted	note	VERB
economy-559	27	64	that	that	SCONJ
economy-559	27	65	40	40	NUM
economy-559	27	66	%	%	NOUN
economy-559	27	67	of	of	ADP
economy-559	27	68	the	the	DET
economy-559	27	69	total	total	ADJ
economy-559	27	70	least	least	ADJ
economy-559	27	71	developed	develop	VERB
economy-559	27	72	country‟s	country‟s	VERB
economy-559	27	73	population	population	NOUN
economy-559	27	74	lived	live	VERB
economy-559	27	75	in	in	ADP
economy-559	27	76	urban	urban	ADJ
economy-559	27	77	areas	area	NOUN
economy-559	27	78	in	in	ADP
economy-559	27	79	2000	2000	NUM
economy-559	27	80	,	,	PUNCT
economy-559	27	81	compared	compare	VERB
economy-559	27	82	to	to	ADP
economy-559	27	83	26.1	26.1	NUM
economy-559	27	84	%	%	NOUN
economy-559	27	85	in	in	ADP
economy-559	27	86	1975	1975	NUM
economy-559	27	87	.	.	PUNCT
economy-559	28	1	more	more	ADV
economy-559	28	2	specifically	specifically	ADV
economy-559	28	3	,	,	PUNCT
economy-559	28	4	34	34	NUM
economy-559	28	5	%	%	NOUN
economy-559	28	6	of	of	ADP
economy-559	28	7	the	the	DET
economy-559	28	8	2000	2000	NUM
economy-559	28	9	sub	sub	ADJ
economy-559	28	10	-	-	ADJ
economy-559	28	11	saharan	saharan	ADJ
economy-559	28	12	african	african	ADJ
economy-559	28	13	population	population	NOUN
economy-559	28	14	was	be	AUX
economy-559	28	15	urban	urban	ADJ
economy-559	28	16	–	–	PUNCT
economy-559	28	17	a	a	DET
economy-559	28	18	jump	jump	NOUN
economy-559	28	19	of	of	ADP
economy-559	28	20	more	more	ADJ
economy-559	28	21	than	than	ADP
economy-559	28	22	62	62	NUM
economy-559	28	23	%	%	NOUN
economy-559	28	24	over	over	ADP
economy-559	28	25	the	the	DET
economy-559	28	26	15	15	NUM
economy-559	28	27	years	year	NOUN
economy-559	28	28	.	.	PUNCT
economy-559	29	1	2	2	X
economy-559	29	2	.	.	X
economy-559	29	3	a	a	DET
economy-559	29	4	brief	brief	ADJ
economy-559	29	5	review	review	NOUN
economy-559	29	6	of	of	ADP
economy-559	29	7	literature	literature	NOUN
economy-559	29	8	classical	classical	ADJ
economy-559	29	9	economists	economist	NOUN
economy-559	29	10	,	,	PUNCT
economy-559	29	11	like	like	ADP
economy-559	29	12	fei	fei	NOUN
economy-559	29	13	and	and	CCONJ
economy-559	29	14	ranis	ranis	VERB
economy-559	29	15	(	(	PUNCT
economy-559	29	16	1964	1964	NUM
economy-559	29	17	)	)	PUNCT
economy-559	29	18	,	,	PUNCT
economy-559	29	19	claimed	claim	VERB
economy-559	29	20	the	the	DET
economy-559	29	21	existence	existence	NOUN
economy-559	29	22	of	of	ADP
economy-559	29	23	surplus	surplus	ADJ
economy-559	29	24	labour	labour	NOUN
economy-559	29	25	,	,	PUNCT
economy-559	29	26	i.e.	i.e.	X
economy-559	29	27	the	the	DET
economy-559	29	28	presence	presence	NOUN
economy-559	29	29	of	of	ADP
economy-559	29	30	hidden	hide	VERB
economy-559	29	31	unemployment	unemployment	NOUN
economy-559	29	32	in	in	ADP
economy-559	29	33	rural	rural	ADJ
economy-559	29	34	areas	area	NOUN
economy-559	29	35	,	,	PUNCT
economy-559	29	36	especially	especially	ADV
economy-559	29	37	at	at	ADP
economy-559	29	38	an	an	DET
economy-559	29	39	early	early	ADJ
economy-559	29	40	stage	stage	NOUN
economy-559	29	41	of	of	ADP
economy-559	29	42	a	a	DET
economy-559	29	43	country‟s	country‟s	NOUN
economy-559	29	44	development	development	NOUN
economy-559	29	45	.	.	PUNCT
economy-559	30	1	huang	huang	PROPN
economy-559	30	2	(	(	PUNCT
economy-559	30	3	1971	1971	NUM
economy-559	30	4	)	)	PUNCT
economy-559	30	5	,	,	PUNCT
economy-559	30	6	hanson	hanson	PROPN
economy-559	30	7	(	(	PUNCT
economy-559	30	8	1971	1971	NUM
economy-559	30	9	)	)	PUNCT
economy-559	30	10	,	,	PUNCT
economy-559	30	11	and	and	CCONJ
economy-559	30	12	ranis	ranis	VERB
economy-559	30	13	(	(	PUNCT
economy-559	30	14	1997	1997	NUM
economy-559	30	15	)	)	PUNCT
economy-559	30	16	,	,	PUNCT
economy-559	30	17	proved	prove	VERB
economy-559	30	18	empirically	empirically	ADV
economy-559	30	19	that	that	SCONJ
economy-559	30	20	a	a	DET
economy-559	30	21	larger	large	ADJ
economy-559	30	22	proportion	proportion	NOUN
economy-559	30	23	(	(	PUNCT
economy-559	30	24	from	from	ADP
economy-559	30	25	50	50	NUM
economy-559	30	26	to	to	PART
economy-559	30	27	80	80	NUM
economy-559	30	28	percent	percent	NOUN
economy-559	30	29	)	)	PUNCT
economy-559	30	30	of	of	ADP
economy-559	30	31	the	the	DET
economy-559	30	32	labour	labour	ADJ
economy-559	30	33	force	force	NOUN
economy-559	30	34	in	in	ADP
economy-559	30	35	some	some	DET
economy-559	30	36	developing	develop	VERB
economy-559	30	37	countries	country	NOUN
economy-559	30	38	is	be	AUX
economy-559	30	39	located	locate	VERB
economy-559	30	40	in	in	ADP
economy-559	30	41	the	the	DET
economy-559	30	42	traditional	traditional	ADJ
economy-559	30	43	agricultural	agricultural	ADJ
economy-559	30	44	sector	sector	NOUN
economy-559	30	45	during	during	ADP
economy-559	30	46	the	the	DET
economy-559	30	47	first	first	ADJ
economy-559	30	48	phase	phase	NOUN
economy-559	30	49	of	of	ADP
economy-559	30	50	industrialization	industrialization	NOUN
economy-559	30	51	.	.	PUNCT
economy-559	31	1	it	it	PRON
economy-559	31	2	has	have	AUX
economy-559	31	3	been	be	AUX
economy-559	31	4	shown	show	VERB
economy-559	31	5	by	by	ADP
economy-559	31	6	,	,	PUNCT
economy-559	31	7	amongst	amongst	ADP
economy-559	31	8	others	other	NOUN
economy-559	31	9	,	,	PUNCT
economy-559	31	10	ranis	rani	NOUN
economy-559	31	11	(	(	PUNCT
economy-559	31	12	1997	1997	NUM
economy-559	31	13	)	)	PUNCT
economy-559	31	14	and	and	CCONJ
economy-559	31	15	nayyar	nayyar	PROPN
economy-559	31	16	(	(	PUNCT
economy-559	31	17	1998	1998	NUM
economy-559	31	18	)	)	PUNCT
economy-559	31	19	that	that	SCONJ
economy-559	31	20	the	the	DET
economy-559	31	21	process	process	NOUN
economy-559	31	22	of	of	ADP
economy-559	31	23	industrialization	industrialization	NOUN
economy-559	31	24	and	and	CCONJ
economy-559	31	25	development	development	NOUN
economy-559	31	26	is	be	AUX
economy-559	31	27	associated	associate	VERB
economy-559	31	28	with	with	ADP
economy-559	31	29	the	the	DET
economy-559	31	30	transfer	transfer	NOUN
economy-559	31	31	of	of	ADP
economy-559	31	32	labour	labour	NOUN
economy-559	31	33	from	from	ADP
economy-559	31	34	the	the	DET
economy-559	31	35	agricultural	agricultural	ADJ
economy-559	31	36	sector	sector	NOUN
economy-559	31	37	to	to	ADP
economy-559	31	38	the	the	DET
economy-559	31	39	industrial	industrial	ADJ
economy-559	31	40	sector	sector	NOUN
economy-559	31	41	where	where	SCONJ
economy-559	31	42	labour‟s	labour‟s	ADJ
economy-559	31	43	unit	unit	NOUN
economy-559	31	44	productivity	productivity	NOUN
economy-559	31	45	is	be	AUX
economy-559	31	46	relatively	relatively	ADV
economy-559	31	47	higher	high	ADJ
economy-559	31	48	,	,	PUNCT
economy-559	31	49	which	which	PRON
economy-559	31	50	in	in	ADP
economy-559	31	51	turn	turn	NOUN
economy-559	31	52	means	mean	VERB
economy-559	31	53	higher	high	ADJ
economy-559	31	54	income	income	NOUN
economy-559	31	55	.	.	PUNCT
economy-559	32	1	ranis	ranis	PROPN
economy-559	32	2	(	(	PUNCT
economy-559	32	3	1997	1997	NUM
economy-559	32	4	)	)	PUNCT
economy-559	32	5	further	far	ADV
economy-559	32	6	argues	argue	VERB
economy-559	32	7	that	that	SCONJ
economy-559	32	8	when	when	SCONJ
economy-559	32	9	assuming	assume	VERB
economy-559	32	10	that	that	SCONJ
economy-559	32	11	the	the	DET
economy-559	32	12	reallocation	reallocation	NOUN
economy-559	32	13	rate	rate	NOUN
economy-559	32	14	exceeds	exceed	VERB
economy-559	32	15	the	the	DET
economy-559	32	16	population	population	NOUN
economy-559	32	17	growth	growth	NOUN
economy-559	32	18	,	,	PUNCT
economy-559	32	19	and	and	CCONJ
economy-559	32	20	more	more	ADJ
economy-559	32	21	labour	labour	NOUN
economy-559	32	22	is	be	AUX
economy-559	32	23	relocated	relocate	VERB
economy-559	32	24	from	from	ADP
economy-559	32	25	the	the	DET
economy-559	32	26	agricultural	agricultural	ADJ
economy-559	32	27	to	to	ADP
economy-559	32	28	the	the	DET
economy-559	32	29	industrial	industrial	ADJ
economy-559	32	30	sector	sector	NOUN
economy-559	32	31	,	,	PUNCT
economy-559	32	32	the	the	DET
economy-559	32	33	level	level	NOUN
economy-559	32	34	of	of	ADP
economy-559	32	35	hidden	hide	VERB
economy-559	32	36	unemployment	unemployment	NOUN
economy-559	32	37	will	will	AUX
economy-559	32	38	shrink	shrink	VERB
economy-559	32	39	and	and	CCONJ
economy-559	32	40	the	the	DET
economy-559	32	41	contribution	contribution	NOUN
economy-559	32	42	of	of	ADP
economy-559	32	43	labour	labour	NOUN
economy-559	32	44	to	to	ADP
economy-559	32	45	economic	economic	ADJ
economy-559	32	46	output	output	NOUN
economy-559	32	47	will	will	AUX
economy-559	32	48	grow	grow	VERB
economy-559	32	49	.	.	PUNCT
economy-559	33	1	it	it	PRON
economy-559	33	2	is	be	AUX
economy-559	33	3	therefore	therefore	ADV
economy-559	33	4	not	not	PART
economy-559	33	5	surprising	surprising	ADJ
economy-559	33	6	that	that	SCONJ
economy-559	33	7	many	many	ADJ
economy-559	33	8	development	development	NOUN
economy-559	33	9	economists	economist	NOUN
economy-559	33	10	,	,	PUNCT
economy-559	33	11	amongst	amongst	ADP
economy-559	33	12	them	they	PRON
economy-559	33	13	,	,	PUNCT
economy-559	33	14	todaro	todaro	NOUN
economy-559	33	15	(	(	PUNCT
economy-559	33	16	1969	1969	NUM
economy-559	33	17	)	)	PUNCT
economy-559	33	18	and	and	CCONJ
economy-559	33	19	norton	norton	PROPN
economy-559	33	20	and	and	CCONJ
economy-559	33	21	alwang	alwang	PROPN
economy-559	33	22	(	(	PUNCT
economy-559	33	23	1993	1993	NUM
economy-559	33	24	)	)	PUNCT
economy-559	33	25	,	,	PUNCT
economy-559	33	26	regard	regard	VERB
economy-559	33	27	rural	rural	ADJ
economy-559	33	28	-	-	PUNCT
economy-559	33	29	urban	urban	ADJ
economy-559	33	30	migration	migration	NOUN
economy-559	33	31	as	as	ADP
economy-559	33	32	a	a	DET
economy-559	33	33	natural	natural	ADJ
economy-559	33	34	reflection	reflection	NOUN
economy-559	33	35	of	of	ADP
economy-559	33	36	the	the	DET
economy-559	33	37	economic	economic	ADJ
economy-559	33	38	transformation	transformation	NOUN
economy-559	33	39	from	from	ADP
economy-559	33	40	agriculture	agriculture	NOUN
economy-559	33	41	to	to	ADP
economy-559	33	42	industry	industry	NOUN
economy-559	33	43	that	that	PRON
economy-559	33	44	occurs	occur	VERB
economy-559	33	45	during	during	ADP
economy-559	33	46	the	the	DET
economy-559	33	47	development	development	NOUN
economy-559	33	48	process	process	NOUN
economy-559	33	49	.	.	PUNCT
economy-559	34	1	some	some	DET
economy-559	34	2	economists	economist	NOUN
economy-559	34	3	and	and	CCONJ
economy-559	34	4	social	social	ADJ
economy-559	34	5	scientist	scientist	NOUN
economy-559	34	6	also	also	ADV
economy-559	34	7	presented	present	VERB
economy-559	34	8	(	(	PUNCT
economy-559	34	9	docquier	docquier	NOUN
economy-559	34	10	and	and	CCONJ
economy-559	34	11	rapoport	rapoport	NOUN
economy-559	34	12	,	,	PUNCT
economy-559	34	13	2004	2004	NUM
economy-559	34	14	;	;	PUNCT
economy-559	34	15	ratha	ratha	X
economy-559	34	16	,	,	PUNCT
economy-559	34	17	2005	2005	NUM
economy-559	34	18	;	;	PUNCT
economy-559	34	19	humberto	humberto	PROPN
economy-559	34	20	et	et	PROPN
economy-559	34	21	al	al	PROPN
economy-559	34	22	.	.	PROPN
economy-559	34	23	,	,	PUNCT
economy-559	34	24	2007	2007	NUM
economy-559	34	25	;	;	PUNCT
economy-559	34	26	singh	singh	PROPN
economy-559	34	27	and	and	CCONJ
economy-559	34	28	hari	hari	PROPN
economy-559	34	29	,	,	PUNCT
economy-559	34	30	2011	2011	NUM
economy-559	34	31	)	)	PUNCT
economy-559	35	1	the	the	DET
economy-559	35	2	economical	economical	ADJ
economy-559	35	3	benefits	benefit	NOUN
economy-559	35	4	,	,	PUNCT
economy-559	35	5	called	call	VERB
economy-559	35	6	as	as	ADP
economy-559	35	7	remittances	remittance	NOUN
economy-559	35	8	,	,	PUNCT
economy-559	35	9	through	through	ADP
economy-559	35	10	these	these	DET
economy-559	35	11	migrants	migrant	NOUN
economy-559	35	12	.	.	PUNCT
economy-559	36	1	this	this	DET
economy-559	36	2	study	study	NOUN
economy-559	36	3	is	be	AUX
economy-559	36	4	,	,	PUNCT
economy-559	36	5	therefore	therefore	ADV
economy-559	36	6	concerned	concern	VERB
economy-559	36	7	with	with	ADP
economy-559	36	8	an	an	DET
economy-559	36	9	investigation	investigation	NOUN
economy-559	36	10	into	into	ADP
economy-559	36	11	how	how	SCONJ
economy-559	36	12	the	the	DET
economy-559	36	13	skilled	skilled	ADJ
economy-559	36	14	professionals	professional	NOUN
economy-559	36	15	contribute	contribute	VERB
economy-559	36	16	to	to	ADP
economy-559	36	17	the	the	DET
economy-559	36	18	development	development	NOUN
economy-559	36	19	of	of	ADP
economy-559	36	20	other	other	ADJ
economy-559	36	21	parts	part	NOUN
economy-559	36	22	of	of	ADP
economy-559	36	23	ghana	ghana	PROPN
economy-559	36	24	.	.	PUNCT
economy-559	37	1	it	it	PRON
economy-559	37	2	is	be	AUX
economy-559	37	3	the	the	DET
economy-559	37	4	hope	hope	NOUN
economy-559	37	5	of	of	ADP
economy-559	37	6	the	the	DET
economy-559	37	7	researcher	researcher	NOUN
economy-559	37	8	that	that	PRON
economy-559	37	9	knowledge	knowledge	NOUN
economy-559	37	10	gained	gain	VERB
economy-559	37	11	from	from	ADP
economy-559	37	12	this	this	DET
economy-559	37	13	study	study	NOUN
economy-559	37	14	would	would	AUX
economy-559	37	15	provide	provide	VERB
economy-559	37	16	policy	policy	NOUN
economy-559	37	17	insights	insight	NOUN
economy-559	37	18	both	both	CCONJ
economy-559	37	19	for	for	ADP
economy-559	37	20	source	source	NOUN
economy-559	37	21	as	as	ADV
economy-559	37	22	well	well	ADV
economy-559	37	23	as	as	ADP
economy-559	37	24	host	host	NOUN
economy-559	37	25	regions	region	NOUN
economy-559	37	26	of	of	ADP
economy-559	37	27	ghana	ghana	PROPN
economy-559	37	28	.	.	PUNCT
economy-559	38	1	2.1	2.1	NUM
economy-559	38	2	.	.	PUNCT
economy-559	38	3	main	main	ADJ
economy-559	38	4	determinants	determinant	NOUN
economy-559	38	5	of	of	ADP
economy-559	38	6	migration	migration	NOUN
economy-559	38	7	in	in	ADP
economy-559	38	8	ghana	ghana	PROPN
economy-559	38	9	over	over	ADP
economy-559	38	10	the	the	DET
economy-559	38	11	years	year	NOUN
economy-559	38	12	,	,	PUNCT
economy-559	38	13	the	the	DET
economy-559	38	14	greater	great	ADJ
economy-559	38	15	part	part	NOUN
economy-559	38	16	of	of	ADP
economy-559	38	17	urban	urban	ADJ
economy-559	38	18	population	population	NOUN
economy-559	38	19	results	result	VERB
economy-559	38	20	from	from	ADP
economy-559	38	21	the	the	DET
economy-559	38	22	migration	migration	NOUN
economy-559	38	23	of	of	ADP
economy-559	38	24	people	people	NOUN
economy-559	38	25	from	from	ADP
economy-559	38	26	the	the	DET
economy-559	38	27	rural	rural	ADJ
economy-559	38	28	areas	area	NOUN
economy-559	38	29	and	and	CCONJ
economy-559	38	30	this	this	PRON
economy-559	38	31	reduces	reduce	VERB
economy-559	38	32	the	the	DET
economy-559	38	33	population	population	NOUN
economy-559	38	34	of	of	ADP
economy-559	38	35	the	the	DET
economy-559	38	36	rural	rural	ADJ
economy-559	38	37	labour	labour	NOUN
economy-559	38	38	force	force	NOUN
economy-559	38	39	and	and	CCONJ
economy-559	38	40	hence	hence	ADV
economy-559	38	41	,	,	PUNCT
economy-559	38	42	this	this	PRON
economy-559	38	43	reduces	reduce	VERB
economy-559	38	44	the	the	DET
economy-559	38	45	ability	ability	NOUN
economy-559	38	46	of	of	ADP
economy-559	38	47	the	the	DET
economy-559	38	48	rural	rural	ADJ
economy-559	38	49	sectors	sector	NOUN
economy-559	38	50	to	to	PART
economy-559	38	51	produce	produce	VERB
economy-559	38	52	more	more	ADJ
economy-559	38	53	goods	good	NOUN
economy-559	38	54	and	and	CCONJ
economy-559	38	55	services	service	NOUN
economy-559	38	56	to	to	PART
economy-559	38	57	support	support	VERB
economy-559	38	58	their	their	PRON
economy-559	38	59	economies	economy	NOUN
economy-559	38	60	(	(	PUNCT
economy-559	38	61	twumasi	twumasi	NOUN
economy-559	38	62	-	-	PUNCT
economy-559	38	63	ankrah	ankrah	PROPN
economy-559	38	64	,	,	PUNCT
economy-559	38	65	1995	1995	NUM
economy-559	38	66	)	)	PUNCT
economy-559	38	67	.	.	PUNCT
economy-559	39	1	there	there	PRON
economy-559	39	2	are	be	VERB
economy-559	39	3	many	many	ADJ
economy-559	39	4	factors	factor	NOUN
economy-559	39	5	ranging	range	VERB
economy-559	39	6	from	from	ADP
economy-559	39	7	communities	community	NOUN
economy-559	39	8	and	and	CCONJ
economy-559	39	9	individual	individual	ADJ
economy-559	39	10	interests	interest	NOUN
economy-559	39	11	that	that	PRON
economy-559	39	12	explain	explain	VERB
economy-559	39	13	the	the	DET
economy-559	39	14	dynamics	dynamic	NOUN
economy-559	39	15	of	of	ADP
economy-559	39	16	the	the	DET
economy-559	39	17	migration	migration	NOUN
economy-559	39	18	problem	problem	NOUN
economy-559	39	19	(	(	PUNCT
economy-559	39	20	anarfi	anarfi	PROPN
economy-559	39	21	et	et	PROPN
economy-559	39	22	al	al	PROPN
economy-559	39	23	.	.	PROPN
economy-559	39	24	,	,	PUNCT
economy-559	39	25	2003	2003	NUM
economy-559	39	26	)	)	PUNCT
economy-559	39	27	.	.	PUNCT
economy-559	40	1	about	about	ADV
economy-559	40	2	30	30	NUM
economy-559	40	3	years	year	NOUN
economy-559	40	4	ago	ago	ADV
economy-559	40	5	,	,	PUNCT
economy-559	40	6	ghana	ghana	PROPN
economy-559	40	7	has	have	AUX
economy-559	40	8	seen	see	VERB
economy-559	40	9	a	a	DET
economy-559	40	10	rapid	rapid	ADJ
economy-559	40	11	population	population	NOUN
economy-559	40	12	growth	growth	NOUN
economy-559	40	13	rate	rate	NOUN
economy-559	40	14	and	and	CCONJ
economy-559	40	15	this	this	PRON
economy-559	40	16	has	have	VERB
economy-559	40	17	the	the	DET
economy-559	40	18	effect	effect	NOUN
economy-559	40	19	of	of	ADP
economy-559	40	20	increasing	increase	VERB
economy-559	40	21	the	the	DET
economy-559	40	22	labour	labour	NOUN
economy-559	40	23	supply	supply	NOUN
economy-559	40	24	in	in	ADP
economy-559	40	25	ghana	ghana	PROPN
economy-559	40	26	.	.	PUNCT
economy-559	41	1	in	in	ADP
economy-559	41	2	many	many	ADJ
economy-559	41	3	areas	area	NOUN
economy-559	41	4	where	where	SCONJ
economy-559	41	5	there	there	PRON
economy-559	41	6	is	be	VERB
economy-559	41	7	limited	limited	ADJ
economy-559	41	8	availability	availability	NOUN
economy-559	41	9	of	of	ADP
economy-559	41	10	agricultural	agricultural	ADJ
economy-559	41	11	lands	land	NOUN
economy-559	41	12	for	for	ADP
economy-559	41	13	farming	farming	NOUN
economy-559	41	14	usually	usually	ADV
economy-559	41	15	see	see	VERB
economy-559	41	16	a	a	DET
economy-559	41	17	lot	lot	NOUN
economy-559	41	18	of	of	ADP
economy-559	41	19	pressure	pressure	NOUN
economy-559	41	20	on	on	ADP
economy-559	41	21	farmlands	farmland	NOUN
economy-559	41	22	.	.	PUNCT
economy-559	42	1	this	this	PRON
economy-559	42	2	is	be	AUX
economy-559	42	3	normally	normally	ADV
economy-559	42	4	seen	see	VERB
economy-559	42	5	in	in	ADP
economy-559	42	6	the	the	DET
economy-559	42	7	northern	northern	ADJ
economy-559	42	8	part	part	NOUN
economy-559	42	9	of	of	ADP
economy-559	42	10	ghana	ghana	PROPN
economy-559	42	11	where	where	SCONJ
economy-559	42	12	per	per	ADP
economy-559	42	13	capita	capita	NOUN
economy-559	42	14	access	access	NOUN
economy-559	42	15	to	to	ADP
economy-559	42	16	fertile	fertile	ADJ
economy-559	42	17	lands	land	NOUN
economy-559	42	18	is	be	AUX
economy-559	42	19	very	very	ADV
economy-559	42	20	small	small	ADJ
economy-559	42	21	,	,	PUNCT
economy-559	42	22	thereby	thereby	ADV
economy-559	42	23	resulting	result	VERB
economy-559	42	24	in	in	ADP
economy-559	42	25	the	the	DET
economy-559	42	26	movement	movement	NOUN
economy-559	42	27	of	of	ADP
economy-559	42	28	the	the	DET
economy-559	42	29	people	people	NOUN
economy-559	42	30	into	into	ADP
economy-559	42	31	the	the	DET
economy-559	42	32	other	other	ADJ
economy-559	42	33	areas	area	NOUN
economy-559	42	34	of	of	ADP
economy-559	42	35	the	the	DET
economy-559	42	36	country	country	NOUN
economy-559	42	37	,	,	PUNCT
economy-559	42	38	especially	especially	ADV
economy-559	42	39	,	,	PUNCT
economy-559	42	40	the	the	DET
economy-559	42	41	southern	southern	ADJ
economy-559	42	42	part	part	NOUN
economy-559	42	43	of	of	ADP
economy-559	42	44	ghana	ghana	PROPN
economy-559	42	45	.	.	PUNCT
economy-559	43	1	2.2	2.2	NUM
economy-559	43	2	.	.	PUNCT
economy-559	43	3	pattern	pattern	NOUN
economy-559	43	4	of	of	ADP
economy-559	43	5	migration	migration	NOUN
economy-559	43	6	in	in	ADP
economy-559	43	7	ghana	ghana	PROPN
economy-559	43	8	according	accord	VERB
economy-559	43	9	to	to	ADP
economy-559	43	10	ackah	ackah	PROPN
economy-559	43	11	and	and	CCONJ
economy-559	43	12	medvedev	medvedev	PROPN
economy-559	43	13	(	(	PUNCT
economy-559	43	14	2010	2010	NUM
economy-559	43	15	)	)	PUNCT
economy-559	43	16	,	,	PUNCT
economy-559	43	17	over	over	ADP
economy-559	43	18	80	80	NUM
economy-559	43	19	%	%	NOUN
economy-559	43	20	of	of	ADP
economy-559	43	21	the	the	DET
economy-559	43	22	people	people	NOUN
economy-559	43	23	who	who	PRON
economy-559	43	24	migrate	migrate	VERB
economy-559	43	25	usually	usually	ADV
economy-559	43	26	stay	stay	VERB
economy-559	43	27	within	within	ADP
economy-559	43	28	the	the	DET
economy-559	43	29	country	country	NOUN
economy-559	43	30	.	.	PUNCT
economy-559	44	1	out	out	ADP
economy-559	44	2	of	of	ADP
economy-559	44	3	this	this	DET
economy-559	44	4	number	number	NOUN
economy-559	44	5	,	,	PUNCT
economy-559	44	6	more	more	ADJ
economy-559	44	7	than	than	ADP
economy-559	44	8	70	70	NUM
economy-559	44	9	%	%	NOUN
economy-559	44	10	of	of	ADP
economy-559	44	11	the	the	DET
economy-559	44	12	migrants	migrant	NOUN
economy-559	44	13	end	end	VERB
economy-559	44	14	up	up	ADP
economy-559	44	15	locating	locate	VERB
economy-559	44	16	in	in	ADP
economy-559	44	17	the	the	DET
economy-559	44	18	urban	urban	ADJ
economy-559	44	19	centers	center	NOUN
economy-559	44	20	of	of	ADP
economy-559	44	21	the	the	DET
economy-559	44	22	country	country	NOUN
economy-559	44	23	such	such	ADJ
economy-559	44	24	as	as	ADP
economy-559	44	25	accra	accra	NOUN
economy-559	44	26	,	,	PUNCT
economy-559	44	27	tema	tema	NOUN
economy-559	44	28	,	,	PUNCT
economy-559	44	29	takoradi	takoradi	NOUN
economy-559	44	30	,	,	PUNCT
economy-559	44	31	kumasi	kumasi	NOUN
economy-559	44	32	,	,	PUNCT
economy-559	44	33	obuasi	obuasi	NOUN
economy-559	44	34	,	,	PUNCT
economy-559	44	35	and	and	CCONJ
economy-559	44	36	other	other	ADJ
economy-559	44	37	places	place	NOUN
economy-559	44	38	.	.	PUNCT
economy-559	45	1	many	many	ADJ
economy-559	45	2	studies	study	NOUN
economy-559	45	3	have	have	AUX
economy-559	45	4	shown	show	VERB
economy-559	45	5	that	that	SCONJ
economy-559	45	6	those	those	PRON
economy-559	45	7	who	who	PRON
economy-559	45	8	migrate	migrate	VERB
economy-559	45	9	usually	usually	ADV
economy-559	45	10	have	have	AUX
economy-559	45	11	come	come	VERB
economy-559	45	12	from	from	ADP
economy-559	45	13	relatively	relatively	ADV
economy-559	45	14	endowed	endow	VERB
economy-559	45	15	regions	region	NOUN
economy-559	45	16	such	such	ADJ
economy-559	45	17	as	as	ADP
economy-559	45	18	the	the	DET
economy-559	45	19	northern	northern	ADJ
economy-559	45	20	region	region	NOUN
economy-559	45	21	,	,	PUNCT
economy-559	45	22	upper	upper	ADJ
economy-559	45	23	east	east	NOUN
economy-559	45	24	and	and	CCONJ
economy-559	45	25	upper	upper	ADJ
economy-559	45	26	west	west	ADJ
economy-559	45	27	regions	region	NOUN
economy-559	45	28	where	where	SCONJ
economy-559	45	29	many	many	ADJ
economy-559	45	30	natural	natural	ADJ
economy-559	45	31	resources	resource	NOUN
economy-559	45	32	abound	abound	NOUN
economy-559	45	33	.	.	PUNCT
economy-559	46	1	ackah	ackah	PROPN
economy-559	46	2	and	and	CCONJ
economy-559	46	3	medvedev	medvedev	PROPN
economy-559	46	4	(	(	PUNCT
economy-559	46	5	2010	2010	NUM
economy-559	46	6	)	)	PUNCT
economy-559	46	7	also	also	ADV
economy-559	46	8	indicated	indicate	VERB
economy-559	46	9	that	that	SCONJ
economy-559	46	10	those	those	PRON
economy-559	46	11	who	who	PRON
economy-559	46	12	are	be	AUX
economy-559	46	13	uneducated	uneducated	ADJ
economy-559	46	14	are	be	AUX
economy-559	46	15	the	the	DET
economy-559	46	16	ones	one	NOUN
economy-559	46	17	who	who	PRON
economy-559	46	18	form	form	VERB
economy-559	46	19	a	a	DET
economy-559	46	20	greater	great	ADJ
economy-559	46	21	percentage	percentage	NOUN
economy-559	46	22	of	of	ADP
economy-559	46	23	those	those	PRON
economy-559	46	24	who	who	PRON
economy-559	46	25	migrate	migrate	VERB
economy-559	46	26	.	.	PUNCT
economy-559	47	1	3	3	X
economy-559	47	2	.	.	X
economy-559	47	3	research	research	NOUN
economy-559	47	4	questions	question	NOUN
economy-559	47	5	a.	a.	NOUN
economy-559	47	6	what	what	PRON
economy-559	47	7	are	be	AUX
economy-559	47	8	factors	factor	NOUN
economy-559	47	9	that	that	PRON
economy-559	47	10	influence	influence	VERB
economy-559	47	11	migration	migration	NOUN
economy-559	47	12	of	of	ADP
economy-559	47	13	people	people	NOUN
economy-559	47	14	to	to	ADP
economy-559	47	15	the	the	DET
economy-559	47	16	urban	urban	ADJ
economy-559	47	17	centers	center	NOUN
economy-559	47	18	?	?	PUNCT
economy-559	48	1	b.	b.	PROPN
economy-559	49	1	what	what	PRON
economy-559	49	2	are	be	AUX
economy-559	49	3	the	the	DET
economy-559	49	4	main	main	ADJ
economy-559	49	5	effects	effect	NOUN
economy-559	49	6	of	of	ADP
economy-559	49	7	migration	migration	NOUN
economy-559	49	8	on	on	ADP
economy-559	49	9	the	the	DET
economy-559	49	10	migrants	migrant	NOUN
economy-559	49	11	and	and	CCONJ
economy-559	49	12	their	their	PRON
economy-559	49	13	families	family	NOUN
economy-559	49	14	?	?	PUNCT
economy-559	50	1	c.	c.	NOUN
economy-559	50	2	what	what	PRON
economy-559	50	3	are	be	AUX
economy-559	50	4	interventions	intervention	NOUN
economy-559	50	5	that	that	PRON
economy-559	50	6	can	can	AUX
economy-559	50	7	transform	transform	VERB
economy-559	50	8	the	the	DET
economy-559	50	9	local	local	ADJ
economy-559	50	10	economy	economy	NOUN
economy-559	50	11	to	to	PART
economy-559	50	12	mitigate	mitigate	VERB
economy-559	50	13	rural	rural	ADJ
economy-559	50	14	–	–	PUNCT
economy-559	50	15	urban	urban	ADJ
economy-559	50	16	migration	migration	NOUN
economy-559	50	17	?	?	PUNCT
economy-559	51	1	4	4	X
economy-559	51	2	.	.	X
economy-559	51	3	purpose	purpose	NOUN
economy-559	51	4	of	of	ADP
economy-559	51	5	the	the	DET
economy-559	51	6	study	study	NOUN
economy-559	51	7	the	the	DET
economy-559	51	8	aim	aim	NOUN
economy-559	51	9	of	of	ADP
economy-559	51	10	this	this	DET
economy-559	51	11	study	study	NOUN
economy-559	51	12	is	be	AUX
economy-559	51	13	to	to	PART
economy-559	51	14	examine	examine	VERB
economy-559	51	15	the	the	DET
economy-559	51	16	socio	socio	NOUN
economy-559	51	17	-	-	PUNCT
economy-559	51	18	economic	economic	ADJ
economy-559	51	19	impact	impact	NOUN
economy-559	51	20	of	of	ADP
economy-559	51	21	migration	migration	NOUN
economy-559	51	22	of	of	ADP
economy-559	51	23	skilled	skilled	ADJ
economy-559	51	24	workers	worker	NOUN
economy-559	51	25	from	from	ADP
economy-559	51	26	the	the	DET
economy-559	51	27	northern	northern	ADJ
economy-559	51	28	parts	part	NOUN
economy-559	51	29	of	of	ADP
economy-559	51	30	the	the	DET
economy-559	51	31	country	country	NOUN
economy-559	51	32	into	into	ADP
economy-559	51	33	the	the	DET
economy-559	51	34	ashanti	ashanti	ADJ
economy-559	51	35	region	region	NOUN
economy-559	51	36	of	of	ADP
economy-559	51	37	ghana	ghana	PROPN
economy-559	51	38	.	.	PUNCT
economy-559	52	1	specifically	specifically	ADV
economy-559	52	2	,	,	PUNCT
economy-559	52	3	the	the	DET
economy-559	52	4	study	study	NOUN
economy-559	52	5	seeks	seek	VERB
economy-559	52	6	to	to	ADP
economy-559	52	7	1	1	NUM
economy-559	52	8	.	.	PUNCT
economy-559	52	9	determine	determine	VERB
economy-559	52	10	the	the	DET
economy-559	52	11	reasons	reason	NOUN
economy-559	52	12	that	that	PRON
economy-559	52	13	influence	influence	VERB
economy-559	52	14	people	people	NOUN
economy-559	52	15	to	to	PART
economy-559	52	16	migrate	migrate	VERB
economy-559	52	17	from	from	ADP
economy-559	52	18	the	the	DET
economy-559	52	19	rural	rural	ADJ
economy-559	52	20	areas	area	NOUN
economy-559	52	21	into	into	ADP
economy-559	52	22	the	the	DET
economy-559	52	23	urban	urban	ADJ
economy-559	52	24	centers	center	NOUN
economy-559	52	25	.	.	PUNCT
economy-559	53	1	2	2	X
economy-559	53	2	.	.	X
economy-559	53	3	analyze	analyze	VERB
economy-559	53	4	the	the	DET
economy-559	53	5	socio	socio	NOUN
economy-559	53	6	-	-	PUNCT
economy-559	53	7	economic	economic	ADJ
economy-559	53	8	impact	impact	NOUN
economy-559	53	9	of	of	ADP
economy-559	53	10	such	such	ADJ
economy-559	53	11	movements	movement	NOUN
economy-559	53	12	on	on	ADP
economy-559	53	13	the	the	DET
economy-559	53	14	people	people	NOUN
economy-559	53	15	who	who	PRON
economy-559	53	16	migrate	migrate	VERB
economy-559	53	17	and	and	CCONJ
economy-559	53	18	their	their	PRON
economy-559	53	19	communities	community	NOUN
economy-559	53	20	.	.	PUNCT
economy-559	54	1	3	3	X
economy-559	54	2	.	.	PUNCT
economy-559	54	3	to	to	PART
economy-559	54	4	suggest	suggest	VERB
economy-559	54	5	possible	possible	ADJ
economy-559	54	6	recommendations	recommendation	NOUN
economy-559	54	7	to	to	ADP
economy-559	54	8	the	the	DET
economy-559	54	9	government	government	NOUN
economy-559	54	10	and	and	CCONJ
economy-559	54	11	other	other	ADJ
economy-559	54	12	stakeholders	stakeholder	NOUN
economy-559	54	13	to	to	PART
economy-559	54	14	formulate	formulate	VERB
economy-559	54	15	policy	policy	NOUN
economy-559	54	16	to	to	PART
economy-559	54	17	address	address	VERB
economy-559	54	18	the	the	DET
economy-559	54	19	problem	problem	NOUN
economy-559	54	20	of	of	ADP
economy-559	54	21	migrants	migrant	NOUN
economy-559	54	22	in	in	ADP
economy-559	54	23	ghana	ghana	PROPN
economy-559	54	24	.	.	PUNCT
economy-559	55	1	economy	economy	NOUN
economy-559	55	2	,	,	PUNCT
economy-559	55	3	2014	2014	NUM
economy-559	55	4	,	,	PUNCT
economy-559	55	5	1	1	NUM
economy-559	55	6	(	(	PUNCT
economy-559	55	7	3	3	NUM
economy-559	55	8	):	):	PUNCT
economy-559	55	9	89	89	NUM
economy-559	55	10	-	-	SYM
economy-559	55	11	94	94	NUM
economy-559	55	12	91	91	NUM
economy-559	55	13	5	5	NUM
economy-559	55	14	.	.	PUNCT
economy-559	55	15	materials	material	NOUN
economy-559	55	16	and	and	CCONJ
economy-559	55	17	methods	method	NOUN
economy-559	55	18	considering	consider	VERB
economy-559	55	19	the	the	DET
economy-559	55	20	problem	problem	NOUN
economy-559	55	21	under	under	ADP
economy-559	55	22	investigation	investigation	NOUN
economy-559	55	23	,	,	PUNCT
economy-559	55	24	questionnaires	questionnaire	NOUN
economy-559	55	25	was	be	AUX
economy-559	55	26	prepared	prepare	VERB
economy-559	55	27	and	and	CCONJ
economy-559	55	28	distributed	distribute	VERB
economy-559	55	29	through	through	ADP
economy-559	55	30	simple	simple	ADJ
economy-559	55	31	and	and	CCONJ
economy-559	55	32	stratified	stratify	VERB
economy-559	55	33	random	random	ADJ
economy-559	55	34	sampling	sampling	NOUN
economy-559	55	35	techniques	technique	NOUN
economy-559	55	36	.	.	PUNCT
economy-559	56	1	the	the	DET
economy-559	56	2	data	datum	NOUN
economy-559	56	3	for	for	ADP
economy-559	56	4	this	this	DET
economy-559	56	5	study	study	NOUN
economy-559	56	6	was	be	AUX
economy-559	56	7	collected	collect	VERB
economy-559	56	8	between	between	ADP
economy-559	56	9	may	may	PROPN
economy-559	56	10	and	and	CCONJ
economy-559	56	11	august	august	PROPN
economy-559	56	12	2014	2014	NUM
economy-559	56	13	and	and	CCONJ
economy-559	56	14	the	the	DET
economy-559	56	15	population	population	NOUN
economy-559	56	16	characteristics	characteristic	NOUN
economy-559	56	17	,	,	PUNCT
economy-559	56	18	resources	resource	NOUN
economy-559	56	19	and	and	CCONJ
economy-559	56	20	time	time	NOUN
economy-559	56	21	available	available	ADJ
economy-559	56	22	,	,	PUNCT
economy-559	56	23	as	as	ADV
economy-559	56	24	well	well	ADV
economy-559	56	25	as	as	ADP
economy-559	56	26	the	the	DET
economy-559	56	27	size	size	NOUN
economy-559	56	28	and	and	CCONJ
economy-559	56	29	types	type	NOUN
economy-559	56	30	of	of	ADP
economy-559	56	31	data	datum	NOUN
economy-559	56	32	analysis	analysis	NOUN
economy-559	56	33	played	play	VERB
economy-559	56	34	a	a	DET
economy-559	56	35	greater	great	ADJ
economy-559	56	36	part	part	NOUN
economy-559	56	37	in	in	ADP
economy-559	56	38	determining	determine	VERB
economy-559	56	39	the	the	DET
economy-559	56	40	size	size	NOUN
economy-559	56	41	of	of	ADP
economy-559	56	42	the	the	DET
economy-559	56	43	sample	sample	NOUN
economy-559	56	44	for	for	ADP
economy-559	56	45	the	the	DET
economy-559	56	46	study	study	NOUN
economy-559	56	47	.	.	PUNCT
economy-559	57	1	in	in	ADP
economy-559	57	2	order	order	NOUN
economy-559	57	3	to	to	PART
economy-559	57	4	reach	reach	VERB
economy-559	57	5	many	many	ADJ
economy-559	57	6	of	of	ADP
economy-559	57	7	the	the	DET
economy-559	57	8	respondents	respondent	NOUN
economy-559	57	9	(	(	PUNCT
economy-559	57	10	who	who	PRON
economy-559	57	11	are	be	AUX
economy-559	57	12	usually	usually	ADV
economy-559	57	13	identified	identify	VERB
economy-559	57	14	by	by	ADP
economy-559	57	15	their	their	PRON
economy-559	57	16	friends	friend	NOUN
economy-559	57	17	and	and	CCONJ
economy-559	57	18	relatives	relative	NOUN
economy-559	57	19	)	)	PUNCT
economy-559	57	20	,	,	PUNCT
economy-559	57	21	the	the	DET
economy-559	57	22	researcher	researcher	NOUN
economy-559	57	23	employed	employ	VERB
economy-559	57	24	simple	simple	ADJ
economy-559	57	25	and	and	CCONJ
economy-559	57	26	stratified	stratify	VERB
economy-559	57	27	random	random	ADJ
economy-559	57	28	sampling	sampling	NOUN
economy-559	57	29	techniques	technique	NOUN
economy-559	57	30	and	and	CCONJ
economy-559	57	31	personally	personally	ADV
economy-559	57	32	distributes	distribute	VERB
economy-559	57	33	the	the	DET
economy-559	57	34	questionnaire	questionnaire	NOUN
economy-559	57	35	.	.	PUNCT
economy-559	58	1	since	since	SCONJ
economy-559	58	2	a	a	DET
economy-559	58	3	large	large	ADJ
economy-559	58	4	sample	sample	NOUN
economy-559	58	5	size	size	NOUN
economy-559	58	6	alone	alone	ADV
economy-559	58	7	does	do	AUX
economy-559	58	8	not	not	PART
economy-559	58	9	guarantee	guarantee	VERB
economy-559	58	10	a	a	DET
economy-559	58	11	representative	representative	ADJ
economy-559	58	12	sample	sample	NOUN
economy-559	58	13	,	,	PUNCT
economy-559	58	14	the	the	DET
economy-559	58	15	researcher	researcher	NOUN
economy-559	58	16	determined	determine	VERB
economy-559	58	17	the	the	DET
economy-559	58	18	accuracy	accuracy	NOUN
economy-559	58	19	of	of	ADP
economy-559	58	20	the	the	DET
economy-559	58	21	sample	sample	NOUN
economy-559	58	22	by	by	ADP
economy-559	58	23	making	make	VERB
economy-559	58	24	an	an	DET
economy-559	58	25	assumption	assumption	NOUN
economy-559	58	26	about	about	ADP
economy-559	58	27	the	the	DET
economy-559	58	28	population	population	NOUN
economy-559	58	29	such	such	ADJ
economy-559	58	30	as	as	ADP
economy-559	58	31	the	the	DET
economy-559	58	32	degree	degree	NOUN
economy-559	58	33	of	of	ADP
economy-559	58	34	variation	variation	NOUN
economy-559	58	35	and	and	CCONJ
economy-559	58	36	confidence	confidence	NOUN
economy-559	58	37	level	level	NOUN
economy-559	58	38	that	that	PRON
economy-559	58	39	is	be	AUX
economy-559	58	40	acceptable	acceptable	ADJ
economy-559	58	41	.	.	PUNCT
economy-559	59	1	sudman	sudman	NOUN
economy-559	59	2	(	(	PUNCT
economy-559	59	3	1976	1976	NUM
economy-559	59	4	)	)	PUNCT
economy-559	59	5	explained	explain	VERB
economy-559	59	6	that	that	SCONJ
economy-559	59	7	most	most	ADJ
economy-559	59	8	of	of	ADP
economy-559	59	9	the	the	DET
economy-559	59	10	researchers	researcher	NOUN
economy-559	59	11	do	do	AUX
economy-559	59	12	not	not	PART
economy-559	59	13	use	use	VERB
economy-559	59	14	statistical	statistical	ADJ
economy-559	59	15	equations	equation	NOUN
economy-559	59	16	for	for	ADP
economy-559	59	17	calculating	calculate	VERB
economy-559	59	18	the	the	DET
economy-559	59	19	sample	sample	NOUN
economy-559	59	20	size	size	NOUN
economy-559	59	21	because	because	SCONJ
economy-559	59	22	of	of	ADP
economy-559	59	23	the	the	DET
economy-559	59	24	information	information	NOUN
economy-559	59	25	required	require	VERB
economy-559	59	26	for	for	ADP
economy-559	59	27	applying	apply	VERB
economy-559	59	28	them	they	PRON
economy-559	59	29	is	be	AUX
economy-559	59	30	not	not	PART
economy-559	59	31	available	available	ADJ
economy-559	59	32	.	.	PUNCT
economy-559	60	1	the	the	DET
economy-559	60	2	author	author	NOUN
economy-559	60	3	further	far	ADV
economy-559	60	4	stated	state	VERB
economy-559	60	5	that	that	SCONJ
economy-559	60	6	a	a	DET
economy-559	60	7	second	second	ADJ
economy-559	60	8	,	,	PUNCT
economy-559	60	9	more	more	ADV
economy-559	60	10	frequently	frequently	ADV
economy-559	60	11	used	use	VERB
economy-559	60	12	method	method	NOUN
economy-559	60	13	is	be	AUX
economy-559	60	14	a	a	DET
economy-559	60	15	rule	rule	NOUN
economy-559	60	16	of	of	ADP
economy-559	60	17	thumb	thumb	NOUN
economy-559	60	18	,	,	PUNCT
economy-559	60	19	a	a	DET
economy-559	60	20	conventional	conventional	ADJ
economy-559	60	21	or	or	CCONJ
economy-559	60	22	commonly	commonly	ADV
economy-559	60	23	accepted	accept	VERB
economy-559	60	24	size	size	NOUN
economy-559	60	25	.	.	PUNCT
economy-559	61	1	researchers	researcher	NOUN
economy-559	61	2	have	have	AUX
economy-559	61	3	used	use	VERB
economy-559	61	4	it	it	PRON
economy-559	61	5	to	to	PART
economy-559	61	6	apply	apply	VERB
economy-559	61	7	sample	sample	NOUN
economy-559	61	8	sizes	size	NOUN
economy-559	61	9	close	close	ADJ
economy-559	61	10	to	to	ADP
economy-559	61	11	those	those	PRON
economy-559	61	12	of	of	ADP
economy-559	61	13	the	the	DET
economy-559	61	14	statistical	statistical	ADJ
economy-559	61	15	method	method	NOUN
economy-559	61	16	.	.	PUNCT
economy-559	62	1	as	as	SCONJ
economy-559	62	2	pointed	point	VERB
economy-559	62	3	out	out	ADP
economy-559	62	4	by	by	ADP
economy-559	62	5	sudman	sudman	NOUN
economy-559	62	6	(	(	PUNCT
economy-559	62	7	1976	1976	NUM
economy-559	62	8	)	)	PUNCT
economy-559	62	9	,	,	PUNCT
economy-559	62	10	an	an	DET
economy-559	62	11	increase	increase	NOUN
economy-559	62	12	in	in	ADP
economy-559	62	13	sample	sample	NOUN
economy-559	62	14	size	size	NOUN
economy-559	62	15	from	from	ADP
economy-559	62	16	50	50	NUM
economy-559	62	17	to	to	PART
economy-559	62	18	100	100	NUM
economy-559	62	19	would	would	AUX
economy-559	62	20	reduce	reduce	VERB
economy-559	62	21	errors	error	NOUN
economy-559	62	22	from	from	ADP
economy-559	62	23	7.1	7.1	NUM
economy-559	62	24	%	%	NOUN
economy-559	62	25	to	to	ADP
economy-559	62	26	2,1	2,1	NUM
economy-559	62	27	%	%	NOUN
economy-559	62	28	but	but	CCONJ
economy-559	62	29	an	an	DET
economy-559	62	30	increase	increase	NOUN
economy-559	62	31	from	from	ADP
economy-559	62	32	1000	1000	NUM
economy-559	62	33	to	to	ADP
economy-559	62	34	2000	2000	NUM
economy-559	62	35	would	would	AUX
economy-559	62	36	only	only	ADV
economy-559	62	37	decrease	decrease	VERB
economy-559	62	38	errors	error	NOUN
economy-559	62	39	from	from	ADP
economy-559	62	40	1.6	1.6	NUM
economy-559	62	41	%	%	NOUN
economy-559	62	42	to	to	ADP
economy-559	62	43	1.1	1.1	NUM
economy-559	62	44	%	%	NOUN
economy-559	62	45	.	.	PUNCT
economy-559	63	1	keeping	keep	VERB
economy-559	63	2	in	in	ADP
economy-559	63	3	view	view	NOUN
economy-559	63	4	this	this	DET
economy-559	63	5	theory	theory	NOUN
economy-559	63	6	,	,	PUNCT
economy-559	63	7	in	in	ADP
economy-559	63	8	present	present	ADJ
economy-559	63	9	study	study	NOUN
economy-559	63	10	a	a	DET
economy-559	63	11	sample	sample	NOUN
economy-559	63	12	of	of	ADP
economy-559	63	13	107	107	NUM
economy-559	63	14	respondents	respondent	NOUN
economy-559	63	15	is	be	AUX
economy-559	63	16	taken	take	VERB
economy-559	63	17	for	for	ADP
economy-559	63	18	the	the	DET
economy-559	63	19	analysis	analysis	NOUN
economy-559	63	20	.	.	PUNCT
economy-559	64	1	6	6	X
economy-559	64	2	.	.	X
economy-559	64	3	data	datum	NOUN
economy-559	64	4	analysis	analysis	NOUN
economy-559	64	5	and	and	CCONJ
economy-559	64	6	presentation	presentation	NOUN
economy-559	64	7	in	in	ADP
economy-559	64	8	this	this	DET
economy-559	64	9	study	study	NOUN
economy-559	64	10	,	,	PUNCT
economy-559	64	11	the	the	DET
economy-559	64	12	data	datum	NOUN
economy-559	64	13	which	which	PRON
economy-559	64	14	was	be	AUX
economy-559	64	15	collected	collect	VERB
economy-559	64	16	through	through	ADP
economy-559	64	17	the	the	DET
economy-559	64	18	questionnaire	questionnaire	NOUN
economy-559	64	19	was	be	AUX
economy-559	64	20	analyzed	analyze	VERB
economy-559	64	21	with	with	ADP
economy-559	64	22	the	the	DET
economy-559	64	23	application	application	NOUN
economy-559	64	24	of	of	ADP
economy-559	64	25	statistical	statistical	ADJ
economy-559	64	26	package	package	NOUN
economy-559	64	27	for	for	ADP
economy-559	64	28	social	social	ADJ
economy-559	64	29	sciences	science	NOUN
economy-559	64	30	(	(	PUNCT
economy-559	64	31	spss	spss	PROPN
economy-559	64	32	14.0	14.0	NUM
economy-559	64	33	version	version	NOUN
economy-559	64	34	)	)	PUNCT
economy-559	64	35	to	to	PART
economy-559	64	36	determine	determine	VERB
economy-559	64	37	simple	simple	ADJ
economy-559	64	38	frequency	frequency	NOUN
economy-559	64	39	tables	table	NOUN
economy-559	64	40	.	.	PUNCT
economy-559	65	1	chi	chi	ADJ
economy-559	65	2	-	-	PUNCT
economy-559	65	3	square	square	ADJ
economy-559	65	4	tests	test	NOUN
economy-559	65	5	,	,	PUNCT
economy-559	65	6	gamma	gamma	NOUN
economy-559	65	7	tests	test	NOUN
economy-559	65	8	pearson	pearson	NOUN
economy-559	65	9	correlation	correlation	NOUN
economy-559	65	10	and	and	CCONJ
economy-559	65	11	multiple	multiple	ADJ
economy-559	65	12	linear	linear	ADJ
economy-559	65	13	regression	regression	NOUN
economy-559	65	14	techniques	technique	NOUN
economy-559	65	15	were	be	AUX
economy-559	65	16	also	also	ADV
economy-559	65	17	employed	employ	VERB
economy-559	65	18	to	to	PART
economy-559	65	19	process	process	VERB
economy-559	65	20	the	the	DET
economy-559	65	21	data	datum	NOUN
economy-559	65	22	.	.	PUNCT
economy-559	66	1	the	the	DET
economy-559	66	2	study	study	NOUN
economy-559	66	3	consisted	consist	VERB
economy-559	66	4	of	of	ADP
economy-559	66	5	a	a	DET
economy-559	66	6	sample	sample	NOUN
economy-559	66	7	size	size	NOUN
economy-559	66	8	of	of	ADP
economy-559	66	9	107	107	NUM
economy-559	66	10	who	who	PRON
economy-559	66	11	were	be	AUX
economy-559	66	12	20	20	NUM
economy-559	66	13	%	%	NOUN
economy-559	66	14	females	female	NOUN
economy-559	66	15	and	and	CCONJ
economy-559	66	16	80	80	NUM
economy-559	66	17	%	%	NOUN
economy-559	66	18	males	male	NOUN
economy-559	66	19	,	,	PUNCT
economy-559	66	20	and	and	CCONJ
economy-559	66	21	who	who	PRON
economy-559	66	22	reside	reside	VERB
economy-559	66	23	in	in	ADP
economy-559	66	24	,	,	PUNCT
economy-559	66	25	kumasi	kumasi	NOUN
economy-559	66	26	,	,	PUNCT
economy-559	66	27	being	be	AUX
economy-559	66	28	the	the	DET
economy-559	66	29	capital	capital	NOUN
economy-559	66	30	city	city	NOUN
economy-559	66	31	of	of	ADP
economy-559	66	32	the	the	DET
economy-559	66	33	ashanti	ashanti	PROPN
economy-559	66	34	region	region	NOUN
economy-559	66	35	of	of	ADP
economy-559	66	36	ghana	ghana	PROPN
economy-559	66	37	.	.	PUNCT
economy-559	67	1	the	the	DET
economy-559	67	2	age	age	NOUN
economy-559	67	3	of	of	ADP
economy-559	67	4	respondents	respondent	NOUN
economy-559	67	5	varied	varied	ADJ
economy-559	67	6	from	from	ADP
economy-559	67	7	below	below	ADP
economy-559	67	8	30	30	NUM
economy-559	67	9	to	to	PART
economy-559	67	10	60	60	NUM
economy-559	67	11	years	year	NOUN
economy-559	67	12	.	.	PUNCT
economy-559	68	1	the	the	DET
economy-559	68	2	average	average	ADJ
economy-559	68	3	age	age	NOUN
economy-559	68	4	of	of	ADP
economy-559	68	5	respondents	respondent	NOUN
economy-559	68	6	was	be	AUX
economy-559	68	7	37.41	37.41	NUM
economy-559	68	8	years	year	NOUN
economy-559	68	9	.	.	PUNCT
economy-559	69	1	most	most	ADJ
economy-559	69	2	respondents	respondent	NOUN
economy-559	69	3	were	be	AUX
economy-559	69	4	clustered	cluster	VERB
economy-559	69	5	in	in	ADP
economy-559	69	6	the	the	DET
economy-559	69	7	range	range	NOUN
economy-559	69	8	31	31	NUM
economy-559	69	9	-	-	SYM
economy-559	69	10	40	40	NUM
economy-559	69	11	years	year	NOUN
economy-559	69	12	.	.	PUNCT
economy-559	70	1	about	about	ADV
economy-559	70	2	90	90	NUM
economy-559	70	3	%	%	NOUN
economy-559	70	4	of	of	ADP
economy-559	70	5	the	the	DET
economy-559	70	6	respondents	respondent	NOUN
economy-559	70	7	were	be	AUX
economy-559	70	8	married	married	ADJ
economy-559	70	9	and	and	CCONJ
economy-559	70	10	many	many	ADJ
economy-559	70	11	had	have	VERB
economy-559	70	12	2	2	NUM
economy-559	70	13	children	child	NOUN
economy-559	70	14	.	.	PUNCT
economy-559	71	1	most	most	ADJ
economy-559	71	2	of	of	ADP
economy-559	71	3	the	the	DET
economy-559	71	4	respondents	respondent	NOUN
economy-559	71	5	exhibited	exhibit	VERB
economy-559	71	6	a	a	DET
economy-559	71	7	high	high	ADJ
economy-559	71	8	level	level	NOUN
economy-559	71	9	of	of	ADP
economy-559	71	10	competence	competence	NOUN
economy-559	71	11	as	as	ADV
economy-559	71	12	far	far	ADV
economy-559	71	13	as	as	SCONJ
economy-559	71	14	their	their	PRON
economy-559	71	15	job	job	NOUN
economy-559	71	16	level	level	NOUN
economy-559	71	17	in	in	ADP
economy-559	71	18	education	education	NOUN
economy-559	71	19	was	be	AUX
economy-559	71	20	concerned	concern	VERB
economy-559	71	21	.	.	PUNCT
economy-559	72	1	many	many	ADJ
economy-559	72	2	of	of	ADP
economy-559	72	3	them	they	PRON
economy-559	72	4	were	be	AUX
economy-559	72	5	also	also	ADV
economy-559	72	6	university	university	NOUN
economy-559	72	7	graduates	graduate	NOUN
economy-559	72	8	but	but	CCONJ
economy-559	72	9	there	there	PRON
economy-559	72	10	were	be	VERB
economy-559	72	11	differences	difference	NOUN
economy-559	72	12	in	in	ADP
economy-559	72	13	the	the	DET
economy-559	72	14	level	level	NOUN
economy-559	72	15	of	of	ADP
economy-559	72	16	education	education	NOUN
economy-559	72	17	attained	attain	VERB
economy-559	72	18	at	at	ADP
economy-559	72	19	the	the	DET
economy-559	72	20	areas	area	NOUN
economy-559	72	21	where	where	SCONJ
economy-559	72	22	they	they	PRON
economy-559	72	23	were	be	AUX
economy-559	72	24	obtained	obtain	VERB
economy-559	72	25	.	.	PUNCT
economy-559	73	1	in	in	ADP
economy-559	73	2	the	the	DET
economy-559	73	3	education	education	NOUN
economy-559	73	4	sector	sector	NOUN
economy-559	73	5	,	,	PUNCT
economy-559	73	6	there	there	PRON
economy-559	73	7	was	be	VERB
economy-559	73	8	about	about	ADV
economy-559	73	9	71	71	NUM
economy-559	73	10	%	%	NOUN
economy-559	73	11	of	of	ADP
economy-559	73	12	those	those	PRON
economy-559	73	13	sampled	sample	VERB
economy-559	73	14	were	be	AUX
economy-559	73	15	working	work	VERB
economy-559	73	16	in	in	ADP
economy-559	73	17	the	the	DET
economy-559	73	18	education	education	NOUN
economy-559	73	19	sector	sector	NOUN
economy-559	73	20	before	before	ADP
economy-559	73	21	the	the	DET
economy-559	73	22	migration	migration	NOUN
economy-559	73	23	and	and	CCONJ
economy-559	73	24	also	also	ADV
economy-559	73	25	75.5	75.5	NUM
economy-559	73	26	%	%	NOUN
economy-559	73	27	of	of	ADP
economy-559	73	28	them	they	PRON
economy-559	73	29	were	be	AUX
economy-559	73	30	working	work	VERB
economy-559	73	31	in	in	ADP
economy-559	73	32	the	the	DET
economy-559	73	33	education	education	NOUN
economy-559	73	34	sector	sector	NOUN
economy-559	73	35	after	after	ADP
economy-559	73	36	the	the	DET
economy-559	73	37	migration	migration	NOUN
economy-559	73	38	.	.	PUNCT
economy-559	74	1	this	this	PRON
economy-559	74	2	shows	show	VERB
economy-559	74	3	that	that	SCONJ
economy-559	74	4	most	most	ADJ
economy-559	74	5	of	of	ADP
economy-559	74	6	the	the	DET
economy-559	74	7	migrant	migrant	ADJ
economy-559	74	8	workers	worker	NOUN
economy-559	74	9	joined	join	VERB
economy-559	74	10	the	the	DET
economy-559	74	11	education	education	NOUN
economy-559	74	12	sector	sector	NOUN
economy-559	74	13	after	after	ADP
economy-559	74	14	the	the	DET
economy-559	74	15	migration	migration	NOUN
economy-559	74	16	and	and	CCONJ
economy-559	74	17	it	it	PRON
economy-559	74	18	also	also	ADV
economy-559	74	19	indicates	indicate	VERB
economy-559	74	20	that	that	SCONJ
economy-559	74	21	more	more	ADJ
economy-559	74	22	job	job	NOUN
economy-559	74	23	opportunities	opportunity	NOUN
economy-559	74	24	abound	abound	VERB
economy-559	74	25	for	for	ADP
economy-559	74	26	skilled	skilled	ADJ
economy-559	74	27	migrant	migrant	ADJ
economy-559	74	28	workers	worker	NOUN
economy-559	74	29	in	in	ADP
economy-559	74	30	the	the	DET
economy-559	74	31	education	education	NOUN
economy-559	74	32	sector	sector	NOUN
economy-559	74	33	in	in	ADP
economy-559	74	34	kumasi	kumasi	NOUN
economy-559	74	35	.	.	PUNCT
economy-559	75	1	in	in	ADP
economy-559	75	2	this	this	DET
economy-559	75	3	study	study	NOUN
economy-559	75	4	,	,	PUNCT
economy-559	75	5	skilled	skilled	ADJ
economy-559	75	6	labour	labour	NOUN
economy-559	75	7	was	be	AUX
economy-559	75	8	the	the	DET
economy-559	75	9	type	type	NOUN
economy-559	75	10	of	of	ADP
economy-559	75	11	labour	labour	NOUN
economy-559	75	12	from	from	ADP
economy-559	75	13	the	the	DET
economy-559	75	14	northern	northern	ADJ
economy-559	75	15	part	part	NOUN
economy-559	75	16	of	of	ADP
economy-559	75	17	ghana	ghana	PROPN
economy-559	75	18	who	who	PRON
economy-559	75	19	migrates	migrate	VERB
economy-559	75	20	to	to	ADP
economy-559	75	21	the	the	DET
economy-559	75	22	southern	southern	ADJ
economy-559	75	23	part	part	NOUN
economy-559	75	24	of	of	ADP
economy-559	75	25	ghana	ghana	PROPN
economy-559	75	26	where	where	SCONJ
economy-559	75	27	the	the	DET
economy-559	75	28	ashanti	ashanti	PROPN
economy-559	75	29	region	region	PROPN
economy-559	75	30	can	can	AUX
economy-559	75	31	be	be	AUX
economy-559	75	32	found	find	VERB
economy-559	75	33	.	.	PUNCT
economy-559	76	1	since	since	SCONJ
economy-559	76	2	there	there	PRON
economy-559	76	3	were	be	VERB
economy-559	76	4	many	many	ADJ
economy-559	76	5	educational	educational	ADJ
economy-559	76	6	institutions	institution	NOUN
economy-559	76	7	in	in	ADP
economy-559	76	8	kumasi	kumasi	NOUN
economy-559	76	9	(	(	PUNCT
economy-559	76	10	both	both	CCONJ
economy-559	76	11	public	public	ADJ
economy-559	76	12	and	and	CCONJ
economy-559	76	13	private	private	ADJ
economy-559	76	14	)	)	PUNCT
economy-559	76	15	,	,	PUNCT
economy-559	76	16	we	we	PRON
economy-559	76	17	can	can	AUX
economy-559	76	18	see	see	VERB
economy-559	76	19	that	that	SCONJ
economy-559	76	20	a	a	DET
economy-559	76	21	greater	great	ADJ
economy-559	76	22	percentage	percentage	NOUN
economy-559	76	23	of	of	ADP
economy-559	76	24	skilled	skilled	ADJ
economy-559	76	25	workers	worker	NOUN
economy-559	76	26	who	who	PRON
economy-559	76	27	migrated	migrate	VERB
economy-559	76	28	to	to	ADP
economy-559	76	29	kumasi	kumasi	NOUN
economy-559	76	30	found	find	VERB
economy-559	76	31	jobs	job	NOUN
economy-559	76	32	in	in	ADP
economy-559	76	33	the	the	DET
economy-559	76	34	educational	educational	ADJ
economy-559	76	35	sector	sector	NOUN
economy-559	76	36	.	.	PUNCT
economy-559	77	1	since	since	SCONJ
economy-559	77	2	a	a	DET
economy-559	77	3	stay	stay	NOUN
economy-559	77	4	period	period	NOUN
economy-559	77	5	of	of	ADP
economy-559	77	6	almost	almost	ADV
economy-559	77	7	45	45	NUM
economy-559	77	8	%	%	NOUN
economy-559	77	9	of	of	ADP
economy-559	77	10	the	the	DET
economy-559	77	11	respondents	respondent	NOUN
economy-559	77	12	was	be	AUX
economy-559	77	13	between	between	ADP
economy-559	77	14	7	7	NUM
economy-559	77	15	to	to	PART
economy-559	77	16	10	10	NUM
economy-559	77	17	years	year	NOUN
economy-559	77	18	,	,	PUNCT
economy-559	77	19	followed	follow	VERB
economy-559	77	20	by	by	ADP
economy-559	77	21	43	43	NUM
economy-559	77	22	%	%	NOUN
economy-559	77	23	who	who	PRON
economy-559	77	24	completed	complete	VERB
economy-559	77	25	less	less	ADJ
economy-559	77	26	than	than	ADP
economy-559	77	27	6	6	NUM
economy-559	77	28	years	year	NOUN
economy-559	77	29	in	in	ADP
economy-559	77	30	kumasi	kumasi	NOUN
economy-559	77	31	,	,	PUNCT
economy-559	77	32	it	it	PRON
economy-559	77	33	is	be	AUX
economy-559	77	34	an	an	DET
economy-559	77	35	indication	indication	NOUN
economy-559	77	36	that	that	SCONJ
economy-559	77	37	most	most	ADJ
economy-559	77	38	of	of	ADP
economy-559	77	39	the	the	DET
economy-559	77	40	migrants	migrant	NOUN
economy-559	77	41	moved	move	VERB
economy-559	77	42	to	to	ADP
economy-559	77	43	kumasi	kumasi	NOUN
economy-559	77	44	between	between	ADP
economy-559	77	45	2001	2001	NUM
economy-559	77	46	and	and	CCONJ
economy-559	77	47	2004	2004	NUM
economy-559	77	48	.	.	PUNCT
economy-559	78	1	the	the	DET
economy-559	78	2	study	study	NOUN
economy-559	78	3	also	also	ADV
economy-559	78	4	revealed	reveal	VERB
economy-559	78	5	that	that	SCONJ
economy-559	78	6	about	about	ADV
economy-559	78	7	5.5	5.5	NUM
economy-559	78	8	%	%	NOUN
economy-559	78	9	of	of	ADP
economy-559	78	10	the	the	DET
economy-559	78	11	migrants	migrant	NOUN
economy-559	78	12	spent	spend	VERB
economy-559	78	13	more	more	ADJ
economy-559	78	14	than	than	ADP
economy-559	78	15	10	10	NUM
economy-559	78	16	years	year	NOUN
economy-559	78	17	,	,	PUNCT
economy-559	78	18	with	with	ADP
economy-559	78	19	about	about	ADV
economy-559	78	20	6.5	6.5	NUM
economy-559	78	21	%	%	NOUN
economy-559	78	22	who	who	PRON
economy-559	78	23	spent	spend	VERB
economy-559	78	24	15	15	NUM
economy-559	78	25	years	year	NOUN
economy-559	78	26	.	.	PUNCT
economy-559	79	1	again	again	ADV
economy-559	79	2	,	,	PUNCT
economy-559	79	3	the	the	DET
economy-559	79	4	reason	reason	NOUN
economy-559	79	5	behind	behind	ADP
economy-559	79	6	this	this	DET
economy-559	79	7	information	information	NOUN
economy-559	79	8	is	be	AUX
economy-559	79	9	due	due	ADJ
economy-559	79	10	to	to	ADP
economy-559	79	11	the	the	DET
economy-559	79	12	fact	fact	NOUN
economy-559	79	13	that	that	SCONJ
economy-559	79	14	job	job	NOUN
economy-559	79	15	opportunities	opportunity	NOUN
economy-559	79	16	in	in	ADP
economy-559	79	17	kumasi	kumasi	NOUN
economy-559	79	18	in	in	ADP
economy-559	79	19	educational	educational	ADJ
economy-559	79	20	sector	sector	NOUN
economy-559	79	21	have	have	AUX
economy-559	79	22	increased	increase	VERB
economy-559	79	23	during	during	ADP
economy-559	79	24	last	last	ADJ
economy-559	79	25	decade	decade	NOUN
economy-559	79	26	.	.	PUNCT
economy-559	80	1	the	the	DET
economy-559	80	2	study	study	NOUN
economy-559	80	3	also	also	ADV
economy-559	80	4	showed	show	VERB
economy-559	80	5	that	that	SCONJ
economy-559	80	6	after	after	ADP
economy-559	80	7	spending	spend	VERB
economy-559	80	8	more	more	ADJ
economy-559	80	9	than	than	ADP
economy-559	80	10	10	10	NUM
economy-559	80	11	years	year	NOUN
economy-559	80	12	,	,	PUNCT
economy-559	80	13	most	most	ADJ
economy-559	80	14	of	of	ADP
economy-559	80	15	the	the	DET
economy-559	80	16	respondents	respondent	NOUN
economy-559	80	17	usually	usually	ADV
economy-559	80	18	came	come	VERB
economy-559	80	19	back	back	ADV
economy-559	80	20	to	to	ADP
economy-559	80	21	their	their	PRON
economy-559	80	22	respective	respective	ADJ
economy-559	80	23	towns	town	NOUN
economy-559	80	24	and	and	CCONJ
economy-559	80	25	villages	village	NOUN
economy-559	80	26	for	for	ADP
economy-559	80	27	several	several	ADJ
economy-559	80	28	reasons	reason	NOUN
economy-559	80	29	.	.	PUNCT
economy-559	81	1	in	in	ADP
economy-559	81	2	terms	term	NOUN
economy-559	81	3	of	of	ADP
economy-559	81	4	remittances	remittance	NOUN
economy-559	81	5	,	,	PUNCT
economy-559	81	6	about	about	ADV
economy-559	81	7	98	98	NUM
economy-559	81	8	%	%	NOUN
economy-559	81	9	of	of	ADP
economy-559	81	10	the	the	DET
economy-559	81	11	respondents	respondent	NOUN
economy-559	81	12	stated	state	VERB
economy-559	81	13	that	that	SCONJ
economy-559	81	14	they	they	PRON
economy-559	81	15	usually	usually	ADV
economy-559	81	16	send	send	VERB
economy-559	81	17	money	money	NOUN
economy-559	81	18	back	back	ADV
economy-559	81	19	home	home	ADV
economy-559	81	20	,	,	PUNCT
economy-559	81	21	however	however	ADV
economy-559	81	22	,	,	PUNCT
economy-559	81	23	the	the	DET
economy-559	81	24	size	size	NOUN
economy-559	81	25	and	and	CCONJ
economy-559	81	26	the	the	DET
economy-559	81	27	amount	amount	NOUN
economy-559	81	28	of	of	ADP
economy-559	81	29	money	money	NOUN
economy-559	81	30	that	that	PRON
economy-559	81	31	are	be	AUX
economy-559	81	32	usually	usually	ADV
economy-559	81	33	sent	send	VERB
economy-559	81	34	home	home	NOUN
economy-559	81	35	vary	vary	NOUN
economy-559	81	36	in	in	ADP
economy-559	81	37	relation	relation	NOUN
economy-559	81	38	to	to	ADP
economy-559	81	39	the	the	DET
economy-559	81	40	income	income	NOUN
economy-559	81	41	of	of	ADP
economy-559	81	42	the	the	DET
economy-559	81	43	respondents	respondent	NOUN
economy-559	81	44	.	.	PUNCT
economy-559	82	1	referring	refer	VERB
economy-559	82	2	to	to	ADP
economy-559	82	3	the	the	DET
economy-559	82	4	data	datum	NOUN
economy-559	82	5	on	on	ADP
economy-559	82	6	table	table	NOUN
economy-559	82	7	1	1	NUM
economy-559	82	8	,	,	PUNCT
economy-559	82	9	about	about	ADV
economy-559	82	10	58	58	NUM
economy-559	82	11	%	%	NOUN
economy-559	82	12	of	of	ADP
economy-559	82	13	respondents	respondent	NOUN
economy-559	82	14	stated	state	VERB
economy-559	82	15	that	that	SCONJ
economy-559	82	16	they	they	PRON
economy-559	82	17	send	send	VERB
economy-559	82	18	10	10	NUM
economy-559	82	19	to	to	PART
economy-559	82	20	20	20	NUM
economy-559	82	21	%	%	NOUN
economy-559	82	22	of	of	ADP
economy-559	82	23	their	their	PRON
economy-559	82	24	income	income	NOUN
economy-559	82	25	back	back	ADV
economy-559	82	26	home	home	ADV
economy-559	82	27	to	to	ADP
economy-559	82	28	their	their	PRON
economy-559	82	29	families	family	NOUN
economy-559	82	30	.	.	PUNCT
economy-559	83	1	about	about	ADV
economy-559	83	2	32.7	32.7	NUM
economy-559	83	3	%	%	NOUN
economy-559	83	4	of	of	ADP
economy-559	83	5	respondents	respondent	NOUN
economy-559	83	6	replied	reply	VERB
economy-559	83	7	that	that	SCONJ
economy-559	83	8	they	they	PRON
economy-559	83	9	send	send	VERB
economy-559	83	10	less	less	ADJ
economy-559	83	11	than	than	ADP
economy-559	83	12	10	10	NUM
economy-559	83	13	%	%	NOUN
economy-559	83	14	of	of	ADP
economy-559	83	15	their	their	PRON
economy-559	83	16	income	income	NOUN
economy-559	83	17	.	.	PUNCT
economy-559	84	1	those	those	DET
economy-559	84	2	respondents	respondent	NOUN
economy-559	84	3	who	who	PRON
economy-559	84	4	sent	send	VERB
economy-559	84	5	20	20	NUM
economy-559	84	6	to	to	PART
economy-559	84	7	30	30	NUM
economy-559	84	8	%	%	NOUN
economy-559	84	9	or	or	CCONJ
economy-559	84	10	30	30	NUM
economy-559	84	11	to	to	PART
economy-559	84	12	40	40	NUM
economy-559	84	13	%	%	NOUN
economy-559	84	14	are	be	AUX
economy-559	84	15	only	only	ADV
economy-559	84	16	7.5	7.5	NUM
economy-559	84	17	%	%	NOUN
economy-559	84	18	and	and	CCONJ
economy-559	84	19	1	1	NUM
economy-559	84	20	%	%	NOUN
economy-559	84	21	respectively	respectively	ADV
economy-559	84	22	.	.	PUNCT
economy-559	85	1	in	in	ADP
economy-559	85	2	the	the	DET
economy-559	85	3	response	response	NOUN
economy-559	85	4	of	of	ADP
economy-559	85	5	the	the	DET
economy-559	85	6	question	question	NOUN
economy-559	85	7	„	„	PUNCT
economy-559	85	8	are	be	AUX
economy-559	85	9	you	you	PRON
economy-559	85	10	an	an	DET
economy-559	85	11	entrepreneur‟	entrepreneur‟	NOUN
economy-559	85	12	?	?	PUNCT
economy-559	86	1	almost	almost	ADV
economy-559	86	2	96	96	NUM
economy-559	86	3	%	%	NOUN
economy-559	86	4	of	of	ADP
economy-559	86	5	the	the	DET
economy-559	86	6	respondents	respondent	NOUN
economy-559	86	7	said	say	VERB
economy-559	86	8	„	„	PUNCT
economy-559	86	9	no‟	no‟	PROPN
economy-559	86	10	while	while	SCONJ
economy-559	86	11	around	around	ADV
economy-559	86	12	5	5	NUM
economy-559	86	13	%	%	NOUN
economy-559	86	14	respondents	respondent	NOUN
economy-559	86	15	said	say	VERB
economy-559	86	16	„	„	PUNCT
economy-559	86	17	yes‟.	yes‟.	NOUN
economy-559	86	18	this	this	PRON
economy-559	86	19	shows	show	VERB
economy-559	86	20	that	that	SCONJ
economy-559	86	21	a	a	DET
economy-559	86	22	greater	great	ADJ
economy-559	86	23	number	number	NOUN
economy-559	86	24	of	of	ADP
economy-559	86	25	the	the	DET
economy-559	86	26	skilled	skilled	ADJ
economy-559	86	27	migrants	migrant	NOUN
economy-559	86	28	are	be	AUX
economy-559	86	29	working	work	VERB
economy-559	86	30	in	in	ADP
economy-559	86	31	kumasi	kumasi	NOUN
economy-559	86	32	but	but	CCONJ
economy-559	86	33	a	a	DET
economy-559	86	34	smaller	small	ADJ
economy-559	86	35	percentage	percentage	NOUN
economy-559	86	36	of	of	ADP
economy-559	86	37	them	they	PRON
economy-559	86	38	are	be	AUX
economy-559	86	39	in	in	ADP
economy-559	86	40	entrepreneurship	entrepreneurship	NOUN
economy-559	86	41	.	.	PUNCT
economy-559	87	1	it	it	PRON
economy-559	87	2	also	also	ADV
economy-559	87	3	shows	show	VERB
economy-559	87	4	a	a	DET
economy-559	87	5	good	good	ADJ
economy-559	87	6	sign	sign	NOUN
economy-559	87	7	about	about	ADP
economy-559	87	8	the	the	DET
economy-559	87	9	impact	impact	NOUN
economy-559	87	10	of	of	ADP
economy-559	87	11	migration	migration	NOUN
economy-559	87	12	on	on	ADP
economy-559	87	13	the	the	DET
economy-559	87	14	socio	socio	NOUN
economy-559	87	15	-	-	PUNCT
economy-559	87	16	economic	economic	ADJ
economy-559	87	17	circumstances	circumstance	NOUN
economy-559	87	18	of	of	ADP
economy-559	87	19	the	the	DET
economy-559	87	20	respondents	respondent	NOUN
economy-559	87	21	and	and	CCONJ
economy-559	87	22	their	their	PRON
economy-559	87	23	families	family	NOUN
economy-559	87	24	since	since	SCONJ
economy-559	87	25	it	it	PRON
economy-559	87	26	is	be	AUX
economy-559	87	27	very	very	ADV
economy-559	87	28	easy	easy	ADJ
economy-559	87	29	and	and	CCONJ
economy-559	87	30	convenient	convenient	ADJ
economy-559	87	31	to	to	ADP
economy-559	87	32	for	for	SCONJ
economy-559	87	33	respondents	respondent	NOUN
economy-559	87	34	to	to	PART
economy-559	87	35	switch	switch	VERB
economy-559	87	36	the	the	DET
economy-559	87	37	job	job	NOUN
economy-559	87	38	to	to	ADP
economy-559	87	39	their	their	PRON
economy-559	87	40	villages	village	NOUN
economy-559	87	41	and	and	CCONJ
economy-559	87	42	towns	town	NOUN
economy-559	87	43	as	as	ADP
economy-559	87	44	against	against	ADP
economy-559	87	45	shifting	shift	VERB
economy-559	87	46	the	the	DET
economy-559	87	47	complete	complete	NOUN
economy-559	87	48	the	the	DET
economy-559	87	49	business	business	NOUN
economy-559	87	50	back	back	ADV
economy-559	87	51	home	home	ADV
economy-559	87	52	in	in	ADP
economy-559	87	53	the	the	DET
economy-559	87	54	north	north	NOUN
economy-559	87	55	.	.	PUNCT
economy-559	88	1	table	table	NOUN
economy-559	88	2	1	1	NUM
economy-559	88	3	shows	show	VERB
economy-559	88	4	a	a	DET
economy-559	88	5	crosstabulation	crosstabulation	NOUN
economy-559	88	6	data	datum	NOUN
economy-559	88	7	between	between	ADP
economy-559	88	8	occupation	occupation	NOUN
economy-559	88	9	of	of	ADP
economy-559	88	10	migrants	migrant	NOUN
economy-559	88	11	after	after	ADP
economy-559	88	12	migration	migration	NOUN
economy-559	88	13	and	and	CCONJ
economy-559	88	14	change	change	NOUN
economy-559	88	15	in	in	ADP
economy-559	88	16	the	the	DET
economy-559	88	17	financial	financial	ADJ
economy-559	88	18	status	status	NOUN
economy-559	88	19	of	of	ADP
economy-559	88	20	their	their	PRON
economy-559	88	21	family	family	NOUN
economy-559	88	22	back	back	ADV
economy-559	88	23	home	home	ADV
economy-559	88	24	.	.	PUNCT
economy-559	89	1	table-1	table-1	NUM
economy-559	89	2	.	.	PUNCT
economy-559	89	3	crosstabulation	crosstabulation	NOUN
economy-559	89	4	data	datum	NOUN
economy-559	89	5	of	of	ADP
economy-559	89	6	respondents	respondent	NOUN
economy-559	89	7	changes	change	NOUN
economy-559	89	8	in	in	ADP
economy-559	89	9	families	family	NOUN
economy-559	89	10	financial	financial	ADJ
economy-559	89	11	position	position	NOUN
economy-559	89	12	total	total	NOUN
economy-559	89	13	considerabl	considerabl	NOUN
economy-559	89	14	y	y	PROPN
economy-559	89	15	improved	improve	VERB
economy-559	89	16	improved	improve	VERB
economy-559	89	17	almost	almost	ADV
economy-559	89	18	unchanged	unchanged	ADJ
economy-559	89	19	difficult	difficult	ADJ
economy-559	89	20	to	to	PART
economy-559	89	21	say	say	VERB
economy-559	89	22	occupation	occupation	NOUN
economy-559	89	23	after	after	SCONJ
economy-559	89	24	migration	migration	NOUN
economy-559	89	25	education	education	NOUN
economy-559	89	26	count	count	VERB
economy-559	89	27	17	17	NUM
economy-559	89	28	37	37	NUM
economy-559	89	29	3	3	NUM
economy-559	89	30	24	24	NUM
economy-559	89	31	81	81	NUM
economy-559	89	32	expected	expect	VERB
economy-559	89	33	count	count	NOUN
economy-559	89	34	23.5	23.5	NUM
economy-559	89	35	31.8	31.8	NUM
economy-559	89	36	3.8	3.8	NUM
economy-559	89	37	22.0	22.0	NUM
economy-559	89	38	81	81	NUM
economy-559	89	39	%	%	NOUN
economy-559	89	40	within	within	ADP
economy-559	89	41	occupation	occupation	NOUN
economy-559	89	42	after	after	ADP
economy-559	89	43	migration	migration	NOUN
economy-559	89	44	21.0	21.0	NUM
economy-559	89	45	%	%	NOUN
economy-559	89	46	45.7	45.7	NUM
economy-559	89	47	%	%	NOUN
economy-559	89	48	3.7	3.7	NUM
economy-559	89	49	%	%	NOUN
economy-559	89	50	29.6	29.6	NUM
economy-559	89	51	%	%	NOUN
economy-559	89	52	100	100	NUM
economy-559	89	53	%	%	NOUN
economy-559	89	54	r&d	r&d	NOUN
economy-559	89	55	count	count	NOUN
economy-559	89	56	continue	continue	VERB
economy-559	89	57	economy	economy	NOUN
economy-559	89	58	,	,	PUNCT
economy-559	89	59	2014	2014	NUM
economy-559	89	60	,	,	PUNCT
economy-559	89	61	1	1	NUM
economy-559	89	62	(	(	PUNCT
economy-559	89	63	3	3	NUM
economy-559	89	64	):	):	PUNCT
economy-559	89	65	89	89	NUM
economy-559	89	66	-	-	SYM
economy-559	89	67	94	94	NUM
economy-559	89	68	92	92	NUM
economy-559	89	69	expected	expect	VERB
economy-559	89	70	count	count	NOUN
economy-559	89	71	0	0	NUM
economy-559	89	72	1	1	NUM
economy-559	89	73	1	1	NUM
economy-559	89	74	0	0	NUM
economy-559	89	75	2	2	NUM
economy-559	89	76	%	%	NOUN
economy-559	89	77	within	within	ADP
economy-559	89	78	occupation	occupation	NOUN
economy-559	89	79	after	after	ADP
economy-559	89	80	migration	migration	NOUN
economy-559	89	81	.6	.6	NUM
economy-559	90	1	.0	.0	NUM
economy-559	90	2	%	%	NOUN
economy-559	90	3	.8	.8	NOUN
economy-559	91	1	50	50	NUM
economy-559	91	2	%	%	NOUN
economy-559	91	3	.1	.1	NUM
economy-559	91	4	50	50	NUM
economy-559	91	5	%	%	NOUN
economy-559	91	6	.5	.5	NUM
economy-559	91	7	0	0	NUM
economy-559	91	8	%	%	NOUN
economy-559	91	9	2	2	NUM
economy-559	91	10	100	100	NUM
economy-559	91	11	%	%	NOUN
economy-559	91	12	academics	academic	NOUN
economy-559	91	13	count	count	VERB
economy-559	91	14	9	9	NUM
economy-559	91	15	4	4	NUM
economy-559	91	16	0	0	NUM
economy-559	91	17	4	4	NUM
economy-559	91	18	17	17	NUM
economy-559	91	19	expected	expect	VERB
economy-559	91	20	count	count	NOUN
economy-559	91	21	4.9	4.9	NUM
economy-559	91	22	6.7	6.7	NUM
economy-559	91	23	0.8	0.8	NUM
economy-559	91	24	4.6	4.6	NUM
economy-559	91	25	17.0	17.0	NUM
economy-559	91	26	%	%	NOUN
economy-559	91	27	within	within	ADP
economy-559	91	28	occupation	occupation	NOUN
economy-559	91	29	after	after	ADP
economy-559	91	30	migration	migration	NOUN
economy-559	91	31	52.9	52.9	NUM
economy-559	91	32	%	%	NOUN
economy-559	91	33	23.5	23.5	NUM
economy-559	91	34	%	%	NOUN
economy-559	91	35	0.0	0.0	NUM
economy-559	91	36	%	%	NOUN
economy-559	91	37	23.5	23.5	NUM
economy-559	91	38	%	%	NOUN
economy-559	91	39	100	100	NUM
economy-559	91	40	%	%	NOUN
economy-559	91	41	trade	trade	NOUN
economy-559	91	42	&	&	CCONJ
economy-559	91	43	business	business	PROPN
economy-559	91	44	count	count	VERB
economy-559	91	45	5	5	NUM
economy-559	91	46	0	0	NUM
economy-559	91	47	1	1	NUM
economy-559	91	48	1	1	NUM
economy-559	91	49	7	7	NUM
economy-559	91	50	expected	expect	VERB
economy-559	91	51	count	count	VERB
economy-559	91	52	2.0	2.0	NUM
economy-559	91	53	2.7	2.7	NUM
economy-559	91	54	0.3	0.3	NUM
economy-559	91	55	1.9	1.9	NUM
economy-559	91	56	7	7	NUM
economy-559	91	57	%	%	NOUN
economy-559	91	58	within	within	ADP
economy-559	91	59	occupation	occupation	NOUN
economy-559	91	60	after	after	ADP
economy-559	91	61	migration	migration	NOUN
economy-559	91	62	71.4	71.4	NUM
economy-559	91	63	%	%	NOUN
economy-559	91	64	0.0	0.0	NUM
economy-559	91	65	%	%	NOUN
economy-559	91	66	14.3	14.3	NUM
economy-559	91	67	%	%	NOUN
economy-559	91	68	14.3	14.3	NUM
economy-559	91	69	%	%	NOUN
economy-559	91	70	100	100	NUM
economy-559	91	71	%	%	NOUN
economy-559	91	72	total	total	ADJ
economy-559	91	73	count	count	NOUN
economy-559	91	74	31	31	NUM
economy-559	91	75	42	42	NUM
economy-559	91	76	5	5	NUM
economy-559	91	77	29	29	NUM
economy-559	91	78	107	107	NUM
economy-559	91	79	expected	expect	VERB
economy-559	91	80	count	count	NOUN
economy-559	91	81	%	%	NOUN
economy-559	91	82	within	within	ADP
economy-559	91	83	occupation	occupation	NOUN
economy-559	91	84	after	after	ADP
economy-559	91	85	migration	migration	NOUN
economy-559	91	86	29.0	29.0	NUM
economy-559	91	87	%	%	NOUN
economy-559	91	88	39.3	39.3	NUM
economy-559	91	89	%	%	NOUN
economy-559	91	90	4.7	4.7	NUM
economy-559	91	91	%	%	NOUN
economy-559	91	92	27	27	NUM
economy-559	91	93	%	%	NOUN
economy-559	91	94	100	100	NUM
economy-559	91	95	%	%	NOUN
economy-559	91	96	value	value	NOUN
economy-559	91	97	df	df	NOUN
economy-559	91	98	asymp	asymp	PROPN
economy-559	91	99	.	.	PUNCT
economy-559	92	1	sig	sig	PROPN
economy-559	92	2	.	.	PUNCT
economy-559	93	1	(	(	PUNCT
economy-559	93	2	2	2	NUM
economy-559	93	3	sided	sided	ADJ
economy-559	93	4	)	)	PUNCT
economy-559	93	5	pearson	pearson	PROPN
economy-559	93	6	chisquare	chisquare	PROPN
economy-559	93	7	27.190(a	27.190(a	NUM
economy-559	93	8	)	)	PUNCT
economy-559	93	9	9	9	NUM
economy-559	93	10	0.001	0.001	NUM
economy-559	93	11	likelihood	likelihood	NOUN
economy-559	93	12	ratio	ratio	NOUN
economy-559	93	13	23.972	23.972	NUM
economy-559	93	14	9	9	NUM
economy-559	93	15	0.004	0.004	NUM
economy-559	93	16	linear	linear	NOUN
economy-559	93	17	by	by	ADP
economy-559	93	18	linear	linear	PROPN
economy-559	93	19	association	association	NOUN
economy-559	93	20	4.193	4.193	NUM
economy-559	93	21	1	1	NUM
economy-559	93	22	0.041	0.041	NUM
economy-559	93	23	no	no	NOUN
economy-559	93	24	of	of	ADP
economy-559	93	25	valid	valid	ADJ
economy-559	93	26	cases	case	NOUN
economy-559	93	27	107	107	NUM
economy-559	93	28	from	from	ADP
economy-559	93	29	table	table	NOUN
economy-559	93	30	1	1	NUM
economy-559	93	31	,	,	PUNCT
economy-559	93	32	the	the	DET
economy-559	93	33	chi	chi	ADJ
economy-559	93	34	-	-	PUNCT
economy-559	93	35	square	square	ADJ
economy-559	93	36	test	test	NOUN
economy-559	93	37	indicates	indicate	VERB
economy-559	93	38	that	that	SCONJ
economy-559	93	39	the	the	DET
economy-559	93	40	pearson	pearson	PROPN
economy-559	93	41	chi	chi	PROPN
economy-559	93	42	-	-	PUNCT
economy-559	93	43	square	square	PROPN
economy-559	93	44	is	be	AUX
economy-559	93	45	0.001	0.001	NUM
economy-559	93	46	which	which	PRON
economy-559	93	47	is	be	AUX
economy-559	93	48	less	less	ADJ
economy-559	93	49	than	than	ADP
economy-559	93	50	0.05	0.05	NUM
economy-559	93	51	and	and	CCONJ
economy-559	93	52	this	this	PRON
economy-559	93	53	shows	show	VERB
economy-559	93	54	that	that	SCONJ
economy-559	93	55	there	there	PRON
economy-559	93	56	is	be	VERB
economy-559	93	57	a	a	DET
economy-559	93	58	strong	strong	ADJ
economy-559	93	59	relation	relation	NOUN
economy-559	93	60	between	between	ADP
economy-559	93	61	the	the	DET
economy-559	93	62	chi	chi	ADJ
economy-559	93	63	-	-	PUNCT
economy-559	93	64	square	square	NOUN
economy-559	93	65	test	test	NOUN
economy-559	93	66	and	and	CCONJ
economy-559	93	67	the	the	DET
economy-559	93	68	pearson	pearson	PROPN
economy-559	93	69	chi	chi	PROPN
economy-559	93	70	-	-	PUNCT
economy-559	93	71	square	square	NOUN
economy-559	93	72	.	.	PUNCT
economy-559	94	1	in	in	ADP
economy-559	94	2	addition	addition	NOUN
economy-559	94	3	to	to	ADP
economy-559	94	4	this	this	PRON
economy-559	94	5	,	,	PUNCT
economy-559	94	6	the	the	DET
economy-559	94	7	study	study	NOUN
economy-559	94	8	revealed	reveal	VERB
economy-559	94	9	that	that	SCONJ
economy-559	94	10	the	the	DET
economy-559	94	11	financial	financial	ADJ
economy-559	94	12	status	status	NOUN
economy-559	94	13	of	of	ADP
economy-559	94	14	the	the	DET
economy-559	94	15	migrants	migrant	NOUN
economy-559	94	16	who	who	PRON
economy-559	94	17	worked	work	VERB
economy-559	94	18	in	in	ADP
economy-559	94	19	the	the	DET
economy-559	94	20	educational	educational	ADJ
economy-559	94	21	sector	sector	NOUN
economy-559	94	22	had	have	AUX
economy-559	94	23	also	also	ADV
economy-559	94	24	improved	improve	VERB
economy-559	94	25	tremendously	tremendously	ADV
economy-559	94	26	.	.	PUNCT
economy-559	95	1	table	table	NOUN
economy-559	95	2	2	2	NUM
economy-559	95	3	also	also	ADV
economy-559	95	4	illustrates	illustrate	VERB
economy-559	95	5	data	datum	NOUN
economy-559	95	6	between	between	ADP
economy-559	95	7	savings	saving	NOUN
economy-559	95	8	of	of	ADP
economy-559	95	9	migrants	migrant	NOUN
economy-559	95	10	who	who	PRON
economy-559	95	11	moved	move	VERB
economy-559	95	12	to	to	ADP
economy-559	95	13	kumasi	kumasi	NOUN
economy-559	95	14	and	and	CCONJ
economy-559	95	15	a	a	DET
economy-559	95	16	change	change	NOUN
economy-559	95	17	in	in	ADP
economy-559	95	18	the	the	DET
economy-559	95	19	financial	financial	ADJ
economy-559	95	20	status	status	NOUN
economy-559	95	21	of	of	ADP
economy-559	95	22	their	their	PRON
economy-559	95	23	families	family	NOUN
economy-559	95	24	.	.	PUNCT
economy-559	96	1	table-2	table-2	NUM
economy-559	96	2	.	.	PUNCT
economy-559	96	3	crosstabulation	crosstabulation	NOUN
economy-559	96	4	of	of	ADP
economy-559	96	5	savings	saving	NOUN
economy-559	96	6	of	of	ADP
economy-559	96	7	respondents	respondent	NOUN
economy-559	96	8	in	in	ADP
economy-559	96	9	kumasi	kumasi	NOUN
economy-559	96	10	and	and	CCONJ
economy-559	96	11	change	change	NOUN
economy-559	96	12	in	in	ADP
economy-559	96	13	family‟s	family‟s	ADJ
economy-559	96	14	financial	financial	ADJ
economy-559	96	15	position	position	NOUN
economy-559	96	16	changes	change	NOUN
economy-559	96	17	in	in	ADP
economy-559	96	18	families	family	NOUN
economy-559	96	19	financial	financial	ADJ
economy-559	96	20	position	position	NOUN
economy-559	96	21	total	total	NOUN
economy-559	96	22	considerabl	considerabl	NOUN
economy-559	96	23	y	y	PROPN
economy-559	96	24	improved	improve	VERB
economy-559	96	25	improved	improve	VERB
economy-559	96	26	almost	almost	ADV
economy-559	96	27	unchanged	unchanged	ADJ
economy-559	96	28	difficult	difficult	ADJ
economy-559	96	29	to	to	PART
economy-559	96	30	say	say	VERB
economy-559	96	31	savings	saving	NOUN
economy-559	96	32	in	in	ADP
economy-559	96	33	kumasi	kumasi	NOUN
economy-559	96	34	less	less	ADJ
economy-559	96	35	than	than	ADP
economy-559	96	36	20	20	NUM
economy-559	96	37	%	%	NOUN
economy-559	96	38	count	count	NOUN
economy-559	96	39	0	0	NUM
economy-559	96	40	1	1	NUM
economy-559	96	41	0	0	NUM
economy-559	96	42	0	0	NUM
economy-559	96	43	1	1	NUM
economy-559	96	44	expected	expect	VERB
economy-559	96	45	count	count	VERB
economy-559	96	46	0.3	0.3	NUM
economy-559	96	47	0.4	0.4	NUM
economy-559	96	48	0.0	0.0	NUM
economy-559	96	49	0.3	0.3	NUM
economy-559	96	50	1	1	NUM
economy-559	96	51	%	%	NOUN
economy-559	96	52	within	within	ADP
economy-559	96	53	occupation	occupation	NOUN
economy-559	96	54	after	after	ADP
economy-559	96	55	migration	migration	NOUN
economy-559	96	56	0.0	0.0	NUM
economy-559	96	57	%	%	NOUN
economy-559	96	58	100.0	100.0	NUM
economy-559	96	59	%	%	NOUN
economy-559	96	60	0.0	0.0	NUM
economy-559	96	61	%	%	NOUN
economy-559	96	62	0.0	0.0	NUM
economy-559	96	63	%	%	NOUN
economy-559	96	64	100.0	100.0	NUM
economy-559	96	65	%	%	NOUN
economy-559	96	66	20	20	NUM
economy-559	96	67	-	-	SYM
economy-559	96	68	30	30	NUM
economy-559	96	69	%	%	NOUN
economy-559	96	70	count	count	NOUN
economy-559	96	71	8	8	NUM
economy-559	96	72	15	15	NUM
economy-559	96	73	3	3	NUM
economy-559	96	74	14	14	NUM
economy-559	96	75	40	40	NUM
economy-559	96	76	expected	expect	VERB
economy-559	96	77	count	count	VERB
economy-559	96	78	11.6	11.6	NUM
economy-559	96	79	15.7	15.7	NUM
economy-559	96	80	1.9	1.9	NUM
economy-559	96	81	10.8	10.8	NUM
economy-559	96	82	40.0	40.0	NUM
economy-559	96	83	%	%	NOUN
economy-559	96	84	within	within	ADP
economy-559	96	85	occupation	occupation	NOUN
economy-559	96	86	after	after	ADP
economy-559	96	87	migration	migration	NOUN
economy-559	96	88	20.0	20.0	NUM
economy-559	96	89	%	%	NOUN
economy-559	96	90	37.5	37.5	NUM
economy-559	96	91	%	%	NOUN
economy-559	96	92	7.5	7.5	NUM
economy-559	96	93	%	%	NOUN
economy-559	96	94	35.0	35.0	NUM
economy-559	96	95	%	%	NOUN
economy-559	96	96	100.0	100.0	NUM
economy-559	96	97	%	%	NOUN
economy-559	96	98	30	30	NUM
economy-559	96	99	-	-	SYM
economy-559	96	100	40	40	NUM
economy-559	96	101	%	%	NOUN
economy-559	96	102	count	count	NOUN
economy-559	96	103	20	20	NUM
economy-559	96	104	21	21	NUM
economy-559	96	105	2	2	NUM
economy-559	96	106	14	14	NUM
economy-559	96	107	57	57	NUM
economy-559	96	108	expected	expect	VERB
economy-559	96	109	count	count	NOUN
economy-559	96	110	16.5	16.5	NUM
economy-559	96	111	22.4	22.4	NUM
economy-559	96	112	2.7	2.7	NUM
economy-559	96	113	15.4	15.4	NUM
economy-559	96	114	57.0	57.0	NUM
economy-559	96	115	%	%	NOUN
economy-559	96	116	within	within	ADP
economy-559	96	117	occupation	occupation	NOUN
economy-559	96	118	after	after	ADP
economy-559	96	119	migration	migration	NOUN
economy-559	96	120	35.1	35.1	NUM
economy-559	96	121	%	%	NOUN
economy-559	96	122	36.8	36.8	NUM
economy-559	96	123	%	%	NOUN
economy-559	96	124	3.5	3.5	NUM
economy-559	96	125	%	%	NOUN
economy-559	96	126	24.6	24.6	NUM
economy-559	96	127	%	%	NOUN
economy-559	96	128	100.0	100.0	NUM
economy-559	96	129	%	%	NOUN
economy-559	96	130	above	above	ADP
economy-559	96	131	40	40	NUM
economy-559	96	132	%	%	NOUN
economy-559	96	133	count	count	NOUN
economy-559	96	134	3	3	NUM
economy-559	96	135	5	5	NUM
economy-559	96	136	0	0	NUM
economy-559	96	137	1	1	NUM
economy-559	96	138	9	9	NUM
economy-559	96	139	expected	expect	VERB
economy-559	96	140	count	count	NOUN
economy-559	96	141	2.6	2.6	NUM
economy-559	96	142	3.5	3.5	NUM
economy-559	96	143	0.4	0.4	NUM
economy-559	96	144	2.4	2.4	NUM
economy-559	96	145	9.0	9.0	NUM
economy-559	96	146	continue	continue	VERB
economy-559	96	147	economy	economy	NOUN
economy-559	96	148	,	,	PUNCT
economy-559	96	149	2014	2014	NUM
economy-559	96	150	,	,	PUNCT
economy-559	96	151	1	1	NUM
economy-559	96	152	(	(	PUNCT
economy-559	96	153	3	3	NUM
economy-559	96	154	):	):	PUNCT
economy-559	96	155	89	89	NUM
economy-559	96	156	-	-	SYM
economy-559	96	157	94	94	NUM
economy-559	96	158	93	93	NUM
economy-559	96	159	%	%	NOUN
economy-559	96	160	within	within	ADP
economy-559	96	161	occupation	occupation	NOUN
economy-559	96	162	after	after	ADP
economy-559	96	163	migration	migration	NOUN
economy-559	96	164	33.3	33.3	NUM
economy-559	96	165	%	%	NOUN
economy-559	96	166	55.6	55.6	NUM
economy-559	96	167	%	%	NOUN
economy-559	96	168	0.0	0.0	NUM
economy-559	96	169	%	%	NOUN
economy-559	96	170	11.1	11.1	NUM
economy-559	96	171	%	%	NOUN
economy-559	96	172	100.0	100.0	NUM
economy-559	96	173	%	%	NOUN
economy-559	96	174	total	total	ADJ
economy-559	96	175	count	count	NOUN
economy-559	96	176	31	31	NUM
economy-559	96	177	42	42	NUM
economy-559	96	178	5	5	NUM
economy-559	96	179	29	29	NUM
economy-559	96	180	107	107	NUM
economy-559	96	181	expected	expect	VERB
economy-559	96	182	count	count	NOUN
economy-559	96	183	31.0	31.0	NUM
economy-559	96	184	42.0	42.0	NUM
economy-559	96	185	5.0	5.0	NUM
economy-559	96	186	29.0	29.0	NUM
economy-559	96	187	107.0	107.0	NUM
economy-559	96	188	%	%	NOUN
economy-559	96	189	within	within	ADP
economy-559	96	190	occupation	occupation	NOUN
economy-559	96	191	after	after	ADP
economy-559	96	192	migration	migration	NOUN
economy-559	96	193	29	29	NUM
economy-559	96	194	%	%	NOUN
economy-559	96	195	39.3	39.3	NUM
economy-559	96	196	%	%	NOUN
economy-559	96	197	4.3	4.3	NUM
economy-559	96	198	%	%	NOUN
economy-559	96	199	27.1	27.1	NUM
economy-559	96	200	%	%	NOUN
economy-559	96	201	100.0	100.0	NUM
economy-559	96	202	%	%	NOUN
economy-559	96	203	model	model	NOUN
economy-559	96	204	value	value	NOUN
economy-559	96	205	df	df	PROPN
economy-559	96	206	asymp	asymp	PROPN
economy-559	96	207	.	.	PUNCT
economy-559	97	1	sig	sig	PROPN
economy-559	97	2	.	.	PUNCT
economy-559	98	1	(	(	PUNCT
economy-559	98	2	2	2	NUM
economy-559	98	3	-	-	ADJ
economy-559	98	4	sided	sided	ADJ
economy-559	98	5	)	)	PUNCT
economy-559	98	6	pearson	pearson	PROPN
economy-559	98	7	chi	chi	PROPN
economy-559	98	8	-	-	PUNCT
economy-559	98	9	square	square	NOUN
economy-559	98	10	7.355(a	7.355(a	NOUN
economy-559	98	11	)	)	PUNCT
economy-559	98	12	9	9	NUM
economy-559	98	13	0.600	0.600	NUM
economy-559	98	14	likelihood	likelihood	NOUN
economy-559	98	15	ratio	ratio	NOUN
economy-559	98	16	8.197	8.197	NUM
economy-559	98	17	9	9	NUM
economy-559	98	18	0.514	0.514	NUM
economy-559	98	19	linear	linear	ADJ
economy-559	98	20	-	-	PUNCT
economy-559	98	21	by	by	ADP
economy-559	98	22	-	-	PUNCT
economy-559	98	23	linear	linear	NOUN
economy-559	98	24	association	association	NOUN
economy-559	98	25	3.470	3.470	NUM
economy-559	98	26	1	1	NUM
economy-559	98	27	0.062	0.062	NUM
economy-559	98	28	n	n	PROPN
economy-559	98	29	of	of	ADP
economy-559	98	30	valid	valid	ADJ
economy-559	98	31	cases	case	NOUN
economy-559	98	32	107	107	NUM
economy-559	98	33	a	a	DET
economy-559	98	34	10	10	NUM
economy-559	98	35	cells	cell	NOUN
economy-559	98	36	(	(	PUNCT
economy-559	98	37	62.5	62.5	NUM
economy-559	98	38	%	%	NOUN
economy-559	98	39	)	)	PUNCT
economy-559	98	40	have	have	AUX
economy-559	98	41	expected	expect	VERB
economy-559	98	42	count	count	VERB
economy-559	98	43	less	less	ADJ
economy-559	98	44	than	than	ADP
economy-559	98	45	5	5	NUM
economy-559	98	46	.	.	PUNCT
economy-559	99	1	the	the	DET
economy-559	99	2	minimum	minimum	ADJ
economy-559	99	3	expected	expect	VERB
economy-559	99	4	count	count	NOUN
economy-559	99	5	is	be	AUX
economy-559	99	6	.05	.05	NUM
economy-559	99	7	.	.	PUNCT
economy-559	100	1	source	source	NOUN
economy-559	100	2	:	:	PUNCT
economy-559	100	3	output	output	NOUN
economy-559	100	4	of	of	ADP
economy-559	100	5	spss	spss	PROPN
economy-559	100	6	the	the	DET
economy-559	100	7	chi	chi	ADJ
economy-559	100	8	-	-	PUNCT
economy-559	100	9	square	square	ADJ
economy-559	100	10	test	test	NOUN
economy-559	100	11	reveals	reveal	VERB
economy-559	100	12	that	that	SCONJ
economy-559	100	13	the	the	DET
economy-559	100	14	pearson	pearson	PROPN
economy-559	100	15	chi	chi	PROPN
economy-559	100	16	-	-	PUNCT
economy-559	100	17	square	square	ADJ
economy-559	100	18	value	value	NOUN
economy-559	100	19	is	be	AUX
economy-559	100	20	7.355	7.355	NUM
economy-559	100	21	and	and	CCONJ
economy-559	100	22	corresponding	correspond	VERB
economy-559	100	23	p	p	NOUN
economy-559	100	24	-	-	PUNCT
economy-559	100	25	value	value	NOUN
economy-559	100	26	of	of	ADP
economy-559	100	27	0.600	0.600	NUM
economy-559	100	28	which	which	PRON
economy-559	100	29	is	be	AUX
economy-559	100	30	greater	great	ADJ
economy-559	100	31	than	than	ADP
economy-559	100	32	0.05	0.05	NUM
economy-559	100	33	(	(	PUNCT
economy-559	100	34	p	p	X
economy-559	100	35	>	>	X
economy-559	100	36	0.05	0.05	NUM
economy-559	100	37	)	)	PUNCT
economy-559	100	38	,	,	PUNCT
economy-559	100	39	and	and	CCONJ
economy-559	100	40	this	this	PRON
economy-559	100	41	reveals	reveal	VERB
economy-559	100	42	that	that	SCONJ
economy-559	100	43	the	the	DET
economy-559	100	44	savings	saving	NOUN
economy-559	100	45	level	level	NOUN
economy-559	100	46	of	of	ADP
economy-559	100	47	migrants	migrant	NOUN
economy-559	100	48	in	in	ADP
economy-559	100	49	kumasi	kumasi	NOUN
economy-559	100	50	was	be	AUX
economy-559	100	51	not	not	PART
economy-559	100	52	significant	significant	ADJ
economy-559	100	53	as	as	ADP
economy-559	100	54	against	against	ADP
economy-559	100	55	the	the	DET
economy-559	100	56	change	change	NOUN
economy-559	100	57	in	in	ADP
economy-559	100	58	financial	financial	ADJ
economy-559	100	59	position	position	NOUN
economy-559	100	60	of	of	ADP
economy-559	100	61	their	their	PRON
economy-559	100	62	families‟	families‟	NOUN
economy-559	100	63	in	in	ADP
economy-559	100	64	back	back	ADJ
economy-559	100	65	home	home	ADV
economy-559	100	66	in	in	ADP
economy-559	100	67	the	the	DET
economy-559	100	68	north	north	NOUN
economy-559	100	69	.	.	PUNCT
economy-559	101	1	the	the	DET
economy-559	101	2	information	information	NOUN
economy-559	101	3	on	on	ADP
economy-559	101	4	table	table	NOUN
economy-559	101	5	2	2	NUM
economy-559	101	6	shows	show	VERB
economy-559	101	7	that	that	SCONJ
economy-559	101	8	the	the	DET
economy-559	101	9	financial	financial	ADJ
economy-559	101	10	position	position	NOUN
economy-559	101	11	of	of	ADP
economy-559	101	12	the	the	DET
economy-559	101	13	families	family	NOUN
economy-559	101	14	of	of	ADP
economy-559	101	15	the	the	DET
economy-559	101	16	migrants	migrant	NOUN
economy-559	101	17	whose	whose	DET
economy-559	101	18	savings	saving	NOUN
economy-559	101	19	was	be	AUX
economy-559	101	20	between	between	ADP
economy-559	101	21	30	30	NUM
economy-559	101	22	%	%	NOUN
economy-559	101	23	and	and	CCONJ
economy-559	101	24	40	40	NUM
economy-559	101	25	%	%	NOUN
economy-559	101	26	of	of	ADP
economy-559	101	27	their	their	PRON
economy-559	101	28	incomes	income	NOUN
economy-559	101	29	got	get	AUX
economy-559	101	30	improved	improve	VERB
economy-559	101	31	and	and	CCONJ
economy-559	101	32	this	this	PRON
economy-559	101	33	also	also	ADV
economy-559	101	34	reveals	reveal	VERB
economy-559	101	35	that	that	SCONJ
economy-559	101	36	migrants	migrant	NOUN
economy-559	101	37	who	who	PRON
economy-559	101	38	are	be	AUX
economy-559	101	39	able	able	ADJ
economy-559	101	40	to	to	PART
economy-559	101	41	save	save	VERB
economy-559	101	42	more	more	ADV
economy-559	101	43	usually	usually	ADV
economy-559	101	44	send	send	VERB
economy-559	101	45	greater	great	ADJ
economy-559	101	46	amount	amount	NOUN
economy-559	101	47	of	of	ADP
economy-559	101	48	money	money	NOUN
economy-559	101	49	to	to	ADP
economy-559	101	50	their	their	PRON
economy-559	101	51	families	family	NOUN
economy-559	101	52	back	back	ADV
economy-559	101	53	home	home	ADV
economy-559	101	54	.	.	PUNCT
economy-559	102	1	table	table	NOUN
economy-559	102	2	3	3	NUM
economy-559	102	3	presents	present	VERB
economy-559	102	4	the	the	DET
economy-559	102	5	regression	regression	NOUN
economy-559	102	6	analysis	analysis	NOUN
economy-559	102	7	between	between	ADP
economy-559	102	8	age	age	NOUN
economy-559	102	9	of	of	ADP
economy-559	102	10	the	the	DET
economy-559	102	11	respondents	respondent	NOUN
economy-559	102	12	and	and	CCONJ
economy-559	102	13	change	change	NOUN
economy-559	102	14	in	in	ADP
economy-559	102	15	their	their	PRON
economy-559	102	16	family‟s	family‟s	ADJ
economy-559	102	17	financial	financial	ADJ
economy-559	102	18	status	status	NOUN
economy-559	102	19	.	.	PUNCT
economy-559	103	1	we	we	PRON
economy-559	103	2	can	can	AUX
economy-559	103	3	see	see	VERB
economy-559	103	4	from	from	ADP
economy-559	103	5	table	table	NOUN
economy-559	103	6	3	3	NUM
economy-559	103	7	that	that	SCONJ
economy-559	103	8	the	the	DET
economy-559	103	9	r	r	NOUN
economy-559	103	10	value	value	NOUN
economy-559	103	11	is	be	AUX
economy-559	103	12	0.234	0.234	NUM
economy-559	103	13	and	and	CCONJ
economy-559	103	14	this	this	PRON
economy-559	103	15	indicates	indicate	VERB
economy-559	103	16	a	a	DET
economy-559	103	17	strong	strong	ADJ
economy-559	103	18	relationship	relationship	NOUN
economy-559	103	19	between	between	ADP
economy-559	103	20	age	age	NOUN
economy-559	103	21	and	and	CCONJ
economy-559	103	22	the	the	DET
economy-559	103	23	financial	financial	ADJ
economy-559	103	24	status	status	NOUN
economy-559	103	25	of	of	ADP
economy-559	103	26	the	the	DET
economy-559	103	27	families	family	NOUN
economy-559	103	28	of	of	ADP
economy-559	103	29	the	the	DET
economy-559	103	30	respondents	respondent	NOUN
economy-559	103	31	.	.	PUNCT
economy-559	104	1	analysis	analysis	NOUN
economy-559	104	2	of	of	ADP
economy-559	104	3	variance	variance	NOUN
economy-559	104	4	indicates	indicate	VERB
economy-559	104	5	a	a	DET
economy-559	104	6	significant	significant	ADJ
economy-559	104	7	regression	regression	NOUN
economy-559	104	8	value	value	NOUN
economy-559	104	9	of	of	ADP
economy-559	104	10	f	f	PROPN
economy-559	104	11	to	to	PART
economy-559	104	12	be	be	AUX
economy-559	104	13	0.012	0.012	NUM
economy-559	104	14	which	which	PRON
economy-559	104	15	is	be	AUX
economy-559	104	16	less	less	ADJ
economy-559	104	17	than	than	ADP
economy-559	104	18	0.05	0.05	NUM
economy-559	104	19	and	and	CCONJ
economy-559	104	20	from	from	ADP
economy-559	104	21	the	the	DET
economy-559	104	22	coefficient	coefficient	NOUN
economy-559	104	23	table	table	NOUN
economy-559	104	24	it	it	PRON
economy-559	104	25	is	be	AUX
economy-559	104	26	clear	clear	ADJ
economy-559	104	27	that	that	SCONJ
economy-559	104	28	p	p	X
economy-559	104	29	-	-	PUNCT
economy-559	104	30	value	value	NOUN
economy-559	104	31	is	be	AUX
economy-559	104	32	also	also	ADV
economy-559	104	33	less	less	ADJ
economy-559	104	34	than	than	ADP
economy-559	104	35	0.05	0.05	NUM
economy-559	104	36	.	.	PUNCT
economy-559	105	1	this	this	DET
economy-559	105	2	data	data	NOUN
economy-559	105	3	goes	go	VERB
economy-559	105	4	to	to	PART
economy-559	105	5	support	support	VERB
economy-559	105	6	the	the	DET
economy-559	105	7	fact	fact	NOUN
economy-559	105	8	that	that	SCONJ
economy-559	105	9	there	there	PRON
economy-559	105	10	is	be	VERB
economy-559	105	11	a	a	DET
economy-559	105	12	strong	strong	ADJ
economy-559	105	13	statistical	statistical	ADJ
economy-559	105	14	association	association	NOUN
economy-559	105	15	between	between	ADP
economy-559	105	16	age	age	NOUN
economy-559	105	17	of	of	ADP
economy-559	105	18	the	the	DET
economy-559	105	19	respondents	respondent	NOUN
economy-559	105	20	and	and	CCONJ
economy-559	105	21	change	change	NOUN
economy-559	105	22	in	in	ADP
economy-559	105	23	their	their	PRON
economy-559	105	24	family‟s	family‟s	ADJ
economy-559	105	25	financial	financial	ADJ
economy-559	105	26	position	position	NOUN
economy-559	105	27	.	.	PUNCT
economy-559	106	1	table-3	table-3	X
economy-559	106	2	.	.	PUNCT
economy-559	107	1	regression	regression	NOUN
economy-559	107	2	analysis	analysis	NOUN
economy-559	107	3	between	between	ADP
economy-559	107	4	age	age	NOUN
economy-559	107	5	and	and	CCONJ
economy-559	107	6	change	change	NOUN
economy-559	107	7	in	in	ADP
economy-559	107	8	family‟s‟	family‟s‟	NOUN
economy-559	107	9	financial	financial	ADJ
economy-559	107	10	status	status	NOUN
economy-559	107	11	model	model	NOUN
economy-559	107	12	summary	summary	NOUN
economy-559	107	13	model	model	NOUN
economy-559	107	14	r	r	PROPN
economy-559	107	15	r	r	NOUN
economy-559	107	16	square	square	ADJ
economy-559	107	17	adjusted	adjust	VERB
economy-559	107	18	r	r	NOUN
economy-559	107	19	square	square	ADJ
economy-559	107	20	std	std	NOUN
economy-559	107	21	.	.	PUNCT
economy-559	108	1	error	error	NOUN
economy-559	108	2	of	of	ADP
economy-559	108	3	estimate	estimate	NOUN
economy-559	108	4	1	1	NUM
economy-559	108	5	0.243(a	0.243(a	ADJ
economy-559	108	6	)	)	PUNCT
economy-559	108	7	0.059	0.059	NUM
economy-559	108	8	0.050	0.050	NUM
economy-559	108	9	1.12974	1.12974	NUM
economy-559	108	10	a	a	DET
economy-559	108	11	predictors	predictor	NOUN
economy-559	108	12	:	:	PUNCT
economy-559	108	13	(	(	PUNCT
economy-559	108	14	constant	constant	ADJ
economy-559	108	15	)	)	PUNCT
economy-559	108	16	,	,	PUNCT
economy-559	108	17	age	age	NOUN
economy-559	108	18	anova	anova	X
economy-559	108	19	(	(	PUNCT
economy-559	108	20	b	b	NOUN
economy-559	108	21	)	)	PUNCT
economy-559	108	22	model	model	NOUN
economy-559	108	23	sum	sum	NOUN
economy-559	108	24	of	of	ADP
economy-559	108	25	squares	square	NOUN
economy-559	109	1	df	df	PROPN
economy-559	109	2	mean	mean	PROPN
economy-559	109	3	square	square	PROPN
economy-559	109	4	f	f	PROPN
economy-559	109	5	sig	sig	NOUN
economy-559	109	6	1	1	NUM
economy-559	109	7	regression	regression	VERB
economy-559	109	8	residual	residual	ADJ
economy-559	109	9	total	total	NOUN
economy-559	109	10	8.416	8.416	NUM
economy-559	109	11	134.014	134.014	NUM
economy-559	109	12	142.430	142.430	NUM
economy-559	109	13	1	1	NUM
economy-559	109	14	105	105	NUM
economy-559	109	15	106	106	NUM
economy-559	109	16	8.416	8.416	NUM
economy-559	109	17	1.276	1.276	NUM
economy-559	109	18	6.594	6.594	NUM
economy-559	109	19	0.012(a	0.012(a	PROPN
economy-559	109	20	)	)	PUNCT
economy-559	109	21	a	a	DET
economy-559	109	22	predictors	predictor	NOUN
economy-559	109	23	:	:	PUNCT
economy-559	109	24	(	(	PUNCT
economy-559	109	25	constant	constant	ADJ
economy-559	109	26	)	)	PUNCT
economy-559	109	27	,	,	PUNCT
economy-559	109	28	age	age	NOUN
economy-559	109	29	b	b	PROPN
economy-559	109	30	dependent	dependent	ADJ
economy-559	109	31	variable	variable	NOUN
economy-559	109	32	:	:	PUNCT
economy-559	109	33	change	change	NOUN
economy-559	109	34	in	in	ADP
economy-559	109	35	families	family	NOUN
economy-559	109	36	financial	financial	ADJ
economy-559	109	37	position	position	NOUN
economy-559	109	38	coefficient	coefficient	NOUN
economy-559	109	39	(	(	PUNCT
economy-559	109	40	a	a	DET
economy-559	109	41	)	)	PUNCT
economy-559	109	42	model	model	NOUN
economy-559	109	43	unstandardized	unstandardized	ADJ
economy-559	109	44	coefficients	coefficient	NOUN
economy-559	110	1	b	b	NOUN
economy-559	110	2	std	std	NOUN
economy-559	110	3	error	error	NOUN
economy-559	110	4	standardized	standardize	VERB
economy-559	110	5	coefficients	coefficient	NOUN
economy-559	110	6	beta	beta	PROPN
economy-559	110	7	t	t	X
economy-559	110	8	sig	sig	NOUN
economy-559	110	9	1	1	NUM
economy-559	110	10	constant	constant	ADJ
economy-559	110	11	(	(	PUNCT
economy-559	110	12	age	age	NOUN
economy-559	110	13	)	)	PUNCT
economy-559	110	14	3.112	3.112	NUM
economy-559	110	15	-0.503	-0.503	NUM
economy-559	110	16	0.335	0.335	NUM
economy-559	110	17	0.196	0.196	NUM
economy-559	110	18	-0.243	-0.243	PROPN
economy-559	110	19	9.293	9.293	NUM
economy-559	110	20	-2.568	-2.568	NUM
economy-559	110	21	0.000	0.000	NUM
economy-559	110	22	0.012	0.012	NUM
economy-559	110	23	a.	a.	NOUN
economy-559	110	24	dependent	dependent	ADJ
economy-559	110	25	variable	variable	NOUN
economy-559	110	26	:	:	PUNCT
economy-559	110	27	change	change	NOUN
economy-559	110	28	in	in	ADP
economy-559	110	29	families	family	NOUN
economy-559	110	30	financial	financial	ADJ
economy-559	110	31	position	position	NOUN
economy-559	110	32	7	7	NUM
economy-559	110	33	.	.	PUNCT
economy-559	111	1	discussion	discussion	NOUN
economy-559	111	2	of	of	ADP
economy-559	111	3	the	the	DET
economy-559	111	4	findings	finding	NOUN
economy-559	111	5	from	from	ADP
economy-559	111	6	the	the	DET
economy-559	111	7	study	study	NOUN
economy-559	111	8	the	the	DET
economy-559	111	9	research	research	NOUN
economy-559	111	10	reveals	reveal	VERB
economy-559	111	11	that	that	SCONJ
economy-559	111	12	over	over	ADP
economy-559	111	13	50	50	NUM
economy-559	111	14	%	%	NOUN
economy-559	111	15	of	of	ADP
economy-559	111	16	those	those	PRON
economy-559	111	17	who	who	PRON
economy-559	111	18	migrated	migrate	VERB
economy-559	111	19	to	to	ADP
economy-559	111	20	kumasi	kumasi	NOUN
economy-559	111	21	were	be	AUX
economy-559	111	22	due	due	ADJ
economy-559	111	23	to	to	ADP
economy-559	111	24	professional	professional	ADJ
economy-559	111	25	development	development	NOUN
economy-559	111	26	.	.	PUNCT
economy-559	112	1	in	in	ADP
economy-559	112	2	addition	addition	NOUN
economy-559	112	3	,	,	PUNCT
economy-559	112	4	majority	majority	NOUN
economy-559	112	5	of	of	ADP
economy-559	112	6	the	the	DET
economy-559	112	7	respondents	respondent	NOUN
economy-559	112	8	presented	present	VERB
economy-559	112	9	a	a	DET
economy-559	112	10	high	high	ADJ
economy-559	112	11	level	level	NOUN
economy-559	112	12	of	of	ADP
economy-559	112	13	educational	educational	ADJ
economy-559	112	14	standards	standard	NOUN
economy-559	112	15	and	and	CCONJ
economy-559	112	16	hence	hence	ADV
economy-559	112	17	,	,	PUNCT
economy-559	112	18	many	many	ADJ
economy-559	112	19	of	of	ADP
economy-559	112	20	them	they	PRON
economy-559	112	21	work	work	VERB
economy-559	112	22	in	in	ADP
economy-559	112	23	the	the	DET
economy-559	112	24	educational	educational	ADJ
economy-559	112	25	sector	sector	NOUN
economy-559	112	26	in	in	ADP
economy-559	112	27	kumasi	kumasi	NOUN
economy-559	112	28	.	.	PUNCT
economy-559	113	1	also	also	ADV
economy-559	113	2	,	,	PUNCT
economy-559	113	3	about	about	ADV
economy-559	113	4	50	50	NUM
economy-559	113	5	%	%	NOUN
economy-559	113	6	of	of	ADP
economy-559	113	7	them	they	PRON
economy-559	113	8	were	be	AUX
economy-559	113	9	working	work	VERB
economy-559	113	10	in	in	ADP
economy-559	113	11	kumasi	kumasi	NOUN
economy-559	113	12	between	between	ADP
economy-559	113	13	the	the	DET
economy-559	113	14	last	last	ADJ
economy-559	113	15	7	7	NUM
economy-559	113	16	to	to	PART
economy-559	113	17	10	10	NUM
economy-559	113	18	years	year	NOUN
economy-559	113	19	.	.	PUNCT
economy-559	114	1	after	after	ADP
economy-559	114	2	the	the	DET
economy-559	114	3	migration	migration	NOUN
economy-559	114	4	,	,	PUNCT
economy-559	114	5	the	the	DET
economy-559	114	6	study	study	NOUN
economy-559	114	7	also	also	ADV
economy-559	114	8	showed	show	VERB
economy-559	114	9	that	that	SCONJ
economy-559	114	10	about	about	ADP
economy-559	114	11	50	50	NUM
economy-559	114	12	%	%	NOUN
economy-559	114	13	of	of	ADP
economy-559	114	14	the	the	DET
economy-559	114	15	migrants	migrant	NOUN
economy-559	114	16	had	have	VERB
economy-559	114	17	200	200	NUM
economy-559	114	18	%	%	NOUN
economy-559	114	19	more	more	ADJ
economy-559	114	20	income	income	NOUN
economy-559	114	21	.	.	PUNCT
economy-559	115	1	in	in	ADP
economy-559	115	2	addition	addition	NOUN
economy-559	115	3	to	to	ADP
economy-559	115	4	this	this	PRON
economy-559	115	5	,	,	PUNCT
economy-559	115	6	half	half	NOUN
economy-559	115	7	of	of	ADP
economy-559	115	8	the	the	DET
economy-559	115	9	migrants	migrant	NOUN
economy-559	115	10	also	also	ADV
economy-559	115	11	stated	state	VERB
economy-559	115	12	that	that	SCONJ
economy-559	115	13	they	they	PRON
economy-559	115	14	have	have	AUX
economy-559	115	15	planned	plan	VERB
economy-559	115	16	to	to	PART
economy-559	115	17	go	go	VERB
economy-559	115	18	back	back	ADV
economy-559	115	19	their	their	PRON
economy-559	115	20	towns	town	NOUN
economy-559	115	21	and	and	CCONJ
economy-559	115	22	villages	village	NOUN
economy-559	115	23	in	in	ADP
economy-559	115	24	the	the	DET
economy-559	115	25	near	near	ADJ
economy-559	115	26	future	future	NOUN
economy-559	115	27	and	and	CCONJ
economy-559	115	28	these	these	PRON
economy-559	115	29	are	be	AUX
economy-559	115	30	those	those	DET
economy-559	115	31	respondents	respondent	NOUN
economy-559	115	32	who	who	PRON
economy-559	115	33	were	be	AUX
economy-559	115	34	in	in	ADP
economy-559	115	35	the	the	DET
economy-559	115	36	age	age	NOUN
economy-559	115	37	groups	group	NOUN
economy-559	115	38	between	between	ADP
economy-559	115	39	30	30	NUM
economy-559	115	40	to	to	PART
economy-559	115	41	40	40	NUM
economy-559	115	42	years	year	NOUN
economy-559	115	43	.	.	PUNCT
economy-559	116	1	the	the	DET
economy-559	116	2	data	datum	NOUN
economy-559	116	3	also	also	ADV
economy-559	116	4	indicated	indicate	VERB
economy-559	116	5	that	that	SCONJ
economy-559	116	6	there	there	PRON
economy-559	116	7	is	be	VERB
economy-559	116	8	a	a	DET
economy-559	116	9	positive	positive	ADJ
economy-559	116	10	statistical	statistical	ADJ
economy-559	116	11	relationship	relationship	NOUN
economy-559	116	12	between	between	ADP
economy-559	116	13	the	the	DET
economy-559	116	14	occupation	occupation	NOUN
economy-559	116	15	of	of	ADP
economy-559	116	16	the	the	DET
economy-559	116	17	respondents	respondent	NOUN
economy-559	116	18	after	after	ADP
economy-559	116	19	migration	migration	NOUN
economy-559	116	20	and	and	CCONJ
economy-559	116	21	a	a	DET
economy-559	116	22	change	change	NOUN
economy-559	116	23	in	in	ADP
economy-559	116	24	the	the	DET
economy-559	116	25	financial	financial	ADJ
economy-559	116	26	position	position	NOUN
economy-559	116	27	of	of	ADP
economy-559	116	28	their	their	PRON
economy-559	116	29	families	family	NOUN
economy-559	116	30	in	in	ADP
economy-559	116	31	other	other	ADJ
economy-559	116	32	northern	northern	ADJ
economy-559	116	33	ghana	ghana	PROPN
economy-559	116	34	.	.	PUNCT
economy-559	117	1	it	it	PRON
economy-559	117	2	also	also	ADV
economy-559	117	3	came	come	VERB
economy-559	117	4	to	to	PART
economy-559	117	5	light	light	VERB
economy-559	117	6	that	that	PRON
economy-559	117	7	from	from	ADP
economy-559	117	8	the	the	DET
economy-559	117	9	study	study	NOUN
economy-559	117	10	that	that	SCONJ
economy-559	117	11	the	the	DET
economy-559	117	12	skilled	skilled	ADJ
economy-559	117	13	people	people	NOUN
economy-559	117	14	who	who	PRON
economy-559	117	15	migrated	migrate	VERB
economy-559	117	16	to	to	ADP
economy-559	117	17	kumasi	kumasi	NOUN
economy-559	117	18	due	due	ADP
economy-559	117	19	to	to	ADP
economy-559	117	20	professional	professional	ADJ
economy-559	117	21	development	development	NOUN
economy-559	117	22	had	have	VERB
economy-559	117	23	their	their	PRON
economy-559	117	24	families‟	families‟	PRON
economy-559	117	25	financial	financial	ADJ
economy-559	117	26	status	status	NOUN
economy-559	117	27	improving	improve	VERB
economy-559	117	28	considerably	considerably	ADV
economy-559	117	29	.	.	PUNCT
economy-559	118	1	to	to	ADP
economy-559	118	2	a	a	DET
economy-559	118	3	very	very	ADV
economy-559	118	4	large	large	ADJ
economy-559	118	5	extent	extent	NOUN
economy-559	118	6	,	,	PUNCT
economy-559	118	7	the	the	DET
economy-559	118	8	jobs	job	NOUN
economy-559	118	9	of	of	ADP
economy-559	118	10	the	the	DET
economy-559	118	11	migrants	migrant	NOUN
economy-559	118	12	remained	remain	VERB
economy-559	118	13	the	the	DET
economy-559	118	14	same	same	ADJ
economy-559	118	15	before	before	ADV
economy-559	118	16	and	and	CCONJ
economy-559	118	17	after	after	ADP
economy-559	118	18	the	the	DET
economy-559	118	19	migration	migration	NOUN
economy-559	118	20	and	and	CCONJ
economy-559	118	21	the	the	DET
economy-559	118	22	migrants	migrant	NOUN
economy-559	118	23	who	who	PRON
economy-559	118	24	were	be	AUX
economy-559	118	25	university	university	NOUN
economy-559	118	26	graduates	graduate	NOUN
economy-559	118	27	earned	earn	VERB
economy-559	118	28	a	a	DET
economy-559	118	29	lot	lot	NOUN
economy-559	118	30	of	of	ADP
economy-559	118	31	incomes	income	NOUN
economy-559	118	32	as	as	ADP
economy-559	118	33	against	against	ADP
economy-559	118	34	the	the	DET
economy-559	118	35	other	other	ADJ
economy-559	118	36	migrants	migrant	NOUN
economy-559	118	37	.	.	PUNCT
economy-559	119	1	the	the	DET
economy-559	119	2	study	study	NOUN
economy-559	119	3	also	also	ADV
economy-559	119	4	showed	show	VERB
economy-559	119	5	that	that	SCONJ
economy-559	119	6	migrants	migrant	NOUN
economy-559	119	7	who	who	PRON
economy-559	119	8	worked	work	VERB
economy-559	119	9	in	in	ADP
economy-559	119	10	the	the	DET
economy-559	119	11	education	education	NOUN
economy-559	119	12	sector	sector	NOUN
economy-559	119	13	had	have	AUX
economy-559	119	14	purchased	purchase	VERB
economy-559	119	15	properties	property	NOUN
economy-559	119	16	,	,	PUNCT
economy-559	119	17	bonds	bond	NOUN
economy-559	119	18	and	and	CCONJ
economy-559	119	19	other	other	ADJ
economy-559	119	20	household	household	NOUN
economy-559	119	21	items	item	NOUN
economy-559	119	22	.	.	PUNCT
economy-559	120	1	the	the	DET
economy-559	120	2	study	study	NOUN
economy-559	120	3	also	also	ADV
economy-559	120	4	showed	show	VERB
economy-559	120	5	that	that	SCONJ
economy-559	120	6	migration	migration	NOUN
economy-559	120	7	of	of	ADP
economy-559	120	8	skilled	skilled	ADJ
economy-559	120	9	labour	labour	NOUN
economy-559	120	10	have	have	AUX
economy-559	120	11	got	get	VERB
economy-559	120	12	a	a	DET
economy-559	120	13	positive	positive	ADJ
economy-559	120	14	impact	impact	NOUN
economy-559	120	15	on	on	ADP
economy-559	120	16	the	the	DET
economy-559	120	17	regions	region	NOUN
economy-559	120	18	or	or	CCONJ
economy-559	120	19	the	the	DET
economy-559	120	20	districts	district	NOUN
economy-559	120	21	from	from	ADP
economy-559	120	22	which	which	PRON
economy-559	120	23	the	the	DET
economy-559	120	24	respondents	respondent	NOUN
economy-559	120	25	migrated	migrate	VERB
economy-559	120	26	from	from	ADP
economy-559	120	27	;	;	PUNCT
economy-559	120	28	and	and	CCONJ
economy-559	120	29	that	that	SCONJ
economy-559	120	30	,	,	PUNCT
economy-559	120	31	kumasi	kumasi	NOUN
economy-559	120	32	,	,	PUNCT
economy-559	120	33	being	be	AUX
economy-559	120	34	the	the	DET
economy-559	120	35	host	host	NOUN
economy-559	120	36	destination	destination	NOUN
economy-559	120	37	,	,	PUNCT
economy-559	120	38	also	also	ADV
economy-559	120	39	had	have	VERB
economy-559	120	40	its	its	PRON
economy-559	120	41	direct	direct	ADJ
economy-559	120	42	effect	effect	NOUN
economy-559	120	43	as	as	ADV
economy-559	120	44	well	well	ADV
economy-559	120	45	.	.	PUNCT
economy-559	121	1	among	among	ADP
economy-559	121	2	other	other	ADJ
economy-559	121	3	things	thing	NOUN
economy-559	121	4	,	,	PUNCT
economy-559	121	5	technology	technology	NOUN
economy-559	121	6	transfer	transfer	NOUN
economy-559	121	7	to	to	ADP
economy-559	121	8	the	the	DET
economy-559	121	9	areas	area	NOUN
economy-559	121	10	of	of	ADP
economy-559	121	11	origin	origin	NOUN
economy-559	121	12	was	be	AUX
economy-559	121	13	also	also	ADV
economy-559	121	14	one	one	NUM
economy-559	121	15	of	of	ADP
economy-559	121	16	the	the	DET
economy-559	121	17	positive	positive	ADJ
economy-559	121	18	effects	effect	NOUN
economy-559	121	19	of	of	ADP
economy-559	121	20	the	the	DET
economy-559	121	21	skilled	skilled	ADJ
economy-559	121	22	migration	migration	NOUN
economy-559	121	23	.	.	PUNCT
economy-559	122	1	since	since	SCONJ
economy-559	122	2	about	about	ADV
economy-559	122	3	5	5	NUM
economy-559	122	4	%	%	NOUN
economy-559	122	5	of	of	ADP
economy-559	122	6	the	the	DET
economy-559	122	7	migrants	migrant	NOUN
economy-559	122	8	working	work	VERB
economy-559	122	9	in	in	ADP
economy-559	122	10	kumasi	kumasi	NOUN
economy-559	122	11	had	have	AUX
economy-559	122	12	planned	plan	VERB
economy-559	122	13	to	to	PART
economy-559	122	14	go	go	VERB
economy-559	122	15	back	back	ADV
economy-559	122	16	economy	economy	NOUN
economy-559	122	17	,	,	PUNCT
economy-559	122	18	2014	2014	NUM
economy-559	122	19	,	,	PUNCT
economy-559	122	20	1	1	NUM
economy-559	122	21	(	(	PUNCT
economy-559	122	22	3	3	NUM
economy-559	122	23	):	):	PUNCT
economy-559	122	24	89	89	NUM
economy-559	122	25	-	-	SYM
economy-559	122	26	94	94	NUM
economy-559	122	27	94	94	NUM
economy-559	122	28	to	to	ADP
economy-559	122	29	their	their	PRON
economy-559	122	30	areas	area	NOUN
economy-559	122	31	of	of	ADP
economy-559	122	32	origin	origin	NOUN
economy-559	122	33	in	in	ADP
economy-559	122	34	future	future	NOUN
economy-559	122	35	,	,	PUNCT
economy-559	122	36	they	they	PRON
economy-559	122	37	would	would	AUX
economy-559	122	38	impact	impact	VERB
economy-559	122	39	transfer	transfer	NOUN
economy-559	122	40	of	of	ADP
economy-559	122	41	technology	technology	NOUN
economy-559	122	42	to	to	ADP
economy-559	122	43	their	their	PRON
economy-559	122	44	localities	locality	NOUN
economy-559	122	45	in	in	ADP
economy-559	122	46	the	the	DET
economy-559	122	47	northern	northern	ADJ
economy-559	122	48	part	part	NOUN
economy-559	122	49	of	of	ADP
economy-559	122	50	ghana	ghana	PROPN
economy-559	122	51	because	because	SCONJ
economy-559	122	52	there	there	PRON
economy-559	122	53	is	be	VERB
economy-559	122	54	a	a	DET
economy-559	122	55	possibility	possibility	NOUN
economy-559	122	56	that	that	SCONJ
economy-559	122	57	these	these	DET
economy-559	122	58	migrants	migrant	NOUN
economy-559	122	59	,	,	PUNCT
economy-559	122	60	through	through	ADP
economy-559	122	61	research	research	NOUN
economy-559	122	62	and	and	CCONJ
economy-559	122	63	development	development	NOUN
economy-559	122	64	,	,	PUNCT
economy-559	122	65	could	could	AUX
economy-559	122	66	impact	impact	VERB
economy-559	122	67	innovations	innovation	NOUN
economy-559	122	68	and	and	CCONJ
economy-559	122	69	inventions	invention	NOUN
economy-559	122	70	that	that	PRON
economy-559	122	71	can	can	AUX
economy-559	122	72	improve	improve	VERB
economy-559	122	73	the	the	DET
economy-559	122	74	socio	socio	NOUN
economy-559	122	75	-	-	PUNCT
economy-559	122	76	economic	economic	ADJ
economy-559	122	77	development	development	NOUN
economy-559	122	78	of	of	ADP
economy-559	122	79	their	their	PRON
economy-559	122	80	source	source	NOUN
economy-559	122	81	areas	area	NOUN
economy-559	122	82	.	.	PUNCT
economy-559	123	1	this	this	PRON
economy-559	123	2	is	be	AUX
economy-559	123	3	one	one	NUM
economy-559	123	4	of	of	ADP
economy-559	123	5	the	the	DET
economy-559	123	6	main	main	ADJ
economy-559	123	7	contributions	contribution	NOUN
economy-559	123	8	of	of	ADP
economy-559	123	9	skilled	skilled	ADJ
economy-559	123	10	labour	labour	NOUN
economy-559	123	11	migration	migration	NOUN
economy-559	123	12	on	on	ADP
economy-559	123	13	the	the	DET
economy-559	123	14	source	source	NOUN
economy-559	123	15	areas	area	NOUN
economy-559	123	16	because	because	SCONJ
economy-559	123	17	when	when	SCONJ
economy-559	123	18	the	the	DET
economy-559	123	19	migrants	migrant	NOUN
economy-559	123	20	return	return	VERB
economy-559	123	21	to	to	ADP
economy-559	123	22	their	their	PRON
economy-559	123	23	areas	area	NOUN
economy-559	123	24	of	of	ADP
economy-559	123	25	origin	origin	NOUN
economy-559	123	26	in	in	ADP
economy-559	123	27	the	the	DET
economy-559	123	28	northern	northern	ADJ
economy-559	123	29	parts	part	NOUN
economy-559	123	30	of	of	ADP
economy-559	123	31	ghana	ghana	PROPN
economy-559	123	32	,	,	PUNCT
economy-559	123	33	many	many	ADJ
economy-559	123	34	of	of	ADP
economy-559	123	35	them	they	PRON
economy-559	123	36	could	could	AUX
economy-559	123	37	find	find	VERB
economy-559	123	38	jobs	job	NOUN
economy-559	123	39	in	in	ADP
economy-559	123	40	factories	factory	NOUN
economy-559	123	41	and	and	CCONJ
economy-559	123	42	other	other	ADJ
economy-559	123	43	companies	company	NOUN
economy-559	123	44	where	where	SCONJ
economy-559	123	45	they	they	PRON
economy-559	123	46	could	could	AUX
economy-559	123	47	impact	impact	VERB
economy-559	123	48	the	the	DET
economy-559	123	49	experience	experience	NOUN
economy-559	123	50	gained	gain	VERB
economy-559	123	51	on	on	ADP
economy-559	123	52	these	these	DET
economy-559	123	53	areas	area	NOUN
economy-559	123	54	.	.	PUNCT
economy-559	124	1	apart	apart	ADV
economy-559	124	2	from	from	ADP
economy-559	124	3	the	the	DET
economy-559	124	4	transfer	transfer	NOUN
economy-559	124	5	of	of	ADP
economy-559	124	6	technology	technology	NOUN
economy-559	124	7	,	,	PUNCT
economy-559	124	8	another	another	DET
economy-559	124	9	important	important	ADJ
economy-559	124	10	impact	impact	NOUN
economy-559	124	11	of	of	ADP
economy-559	124	12	skilled	skilled	ADJ
economy-559	124	13	labour	labour	NOUN
economy-559	124	14	migration	migration	NOUN
economy-559	124	15	is	be	AUX
economy-559	124	16	on	on	ADP
economy-559	124	17	remittance	remittance	NOUN
economy-559	124	18	of	of	ADP
economy-559	124	19	monies	monie	NOUN
economy-559	124	20	to	to	ADP
economy-559	124	21	their	their	PRON
economy-559	124	22	families	family	NOUN
economy-559	124	23	back	back	ADV
economy-559	124	24	home	home	ADV
economy-559	124	25	.	.	PUNCT
economy-559	125	1	the	the	DET
economy-559	125	2	data	datum	NOUN
economy-559	125	3	indicated	indicate	VERB
economy-559	125	4	that	that	SCONJ
economy-559	125	5	about	about	ADV
economy-559	125	6	50	50	NUM
economy-559	125	7	%	%	NOUN
economy-559	125	8	of	of	ADP
economy-559	125	9	the	the	DET
economy-559	125	10	migrants	migrant	NOUN
economy-559	125	11	usually	usually	ADV
economy-559	125	12	remit	remit	VERB
economy-559	125	13	large	large	ADJ
economy-559	125	14	amounts	amount	NOUN
economy-559	125	15	of	of	ADP
economy-559	125	16	monies	monie	NOUN
economy-559	125	17	to	to	ADP
economy-559	125	18	their	their	PRON
economy-559	125	19	families	family	NOUN
economy-559	125	20	back	back	ADV
economy-559	125	21	home	home	ADV
economy-559	125	22	.	.	PUNCT
economy-559	126	1	hence	hence	ADV
economy-559	126	2	,	,	PUNCT
economy-559	126	3	this	this	PRON
economy-559	126	4	is	be	AUX
economy-559	126	5	an	an	DET
economy-559	126	6	indication	indication	NOUN
economy-559	126	7	of	of	ADP
economy-559	126	8	a	a	DET
economy-559	126	9	positive	positive	ADJ
economy-559	126	10	effect	effect	NOUN
economy-559	126	11	of	of	ADP
economy-559	126	12	skilled	skilled	ADJ
economy-559	126	13	labour	labour	NOUN
economy-559	126	14	migration	migration	NOUN
economy-559	126	15	.	.	PUNCT
economy-559	127	1	the	the	DET
economy-559	127	2	research	research	NOUN
economy-559	127	3	also	also	ADV
economy-559	127	4	indicated	indicate	VERB
economy-559	127	5	that	that	SCONJ
economy-559	127	6	skilled	skilled	ADJ
economy-559	127	7	labour	labour	NOUN
economy-559	127	8	migration	migration	NOUN
economy-559	127	9	had	have	VERB
economy-559	127	10	a	a	DET
economy-559	127	11	significant	significant	ADJ
economy-559	127	12	impact	impact	NOUN
economy-559	127	13	on	on	ADP
economy-559	127	14	the	the	DET
economy-559	127	15	economy	economy	NOUN
economy-559	127	16	as	as	ADP
economy-559	127	17	a	a	DET
economy-559	127	18	whole	whole	NOUN
economy-559	127	19	because	because	SCONJ
economy-559	127	20	of	of	ADP
economy-559	127	21	the	the	DET
economy-559	127	22	fact	fact	NOUN
economy-559	127	23	that	that	SCONJ
economy-559	127	24	more	more	ADJ
economy-559	127	25	that	that	SCONJ
economy-559	127	26	95	95	NUM
economy-559	127	27	%	%	NOUN
economy-559	127	28	of	of	ADP
economy-559	127	29	the	the	DET
economy-559	127	30	respondents	respondent	NOUN
economy-559	127	31	remit	remit	VERB
economy-559	127	32	money	money	NOUN
economy-559	127	33	to	to	ADP
economy-559	127	34	their	their	PRON
economy-559	127	35	relatives	relative	NOUN
economy-559	127	36	through	through	ADP
economy-559	127	37	bank	bank	NOUN
economy-559	127	38	transfers	transfer	NOUN
economy-559	127	39	,	,	PUNCT
economy-559	127	40	and	and	CCONJ
economy-559	127	41	mobile	mobile	ADJ
economy-559	127	42	telecommunications	telecommunications	NOUN
economy-559	127	43	network	network	NOUN
economy-559	127	44	(	(	PUNCT
economy-559	127	45	mtn	mtn	PROPN
economy-559	127	46	)	)	PUNCT
economy-559	127	47	money	money	NOUN
economy-559	127	48	transfers	transfer	NOUN
economy-559	127	49	and	and	CCONJ
economy-559	127	50	this	this	PRON
economy-559	127	51	has	have	VERB
economy-559	127	52	a	a	DET
economy-559	127	53	significant	significant	ADJ
economy-559	127	54	impact	impact	NOUN
economy-559	127	55	the	the	DET
economy-559	127	56	local	local	ADJ
economy-559	127	57	economy	economy	NOUN
economy-559	127	58	at	at	ADP
economy-559	127	59	the	the	DET
economy-559	127	60	macro	macro	ADJ
economy-559	127	61	level	level	NOUN
economy-559	127	62	.	.	PUNCT
economy-559	128	1	apart	apart	ADV
economy-559	128	2	from	from	ADP
economy-559	128	3	economic	economic	ADJ
economy-559	128	4	activities	activity	NOUN
economy-559	128	5	that	that	PRON
economy-559	128	6	are	be	AUX
economy-559	128	7	contributed	contribute	VERB
economy-559	128	8	by	by	ADP
economy-559	128	9	the	the	DET
economy-559	128	10	skilled	skilled	ADJ
economy-559	128	11	migrants	migrant	NOUN
economy-559	128	12	to	to	ADP
economy-559	128	13	their	their	PRON
economy-559	128	14	source	source	NOUN
economy-559	128	15	areas	area	NOUN
economy-559	128	16	,	,	PUNCT
economy-559	128	17	the	the	DET
economy-559	128	18	migrants	migrant	NOUN
economy-559	128	19	also	also	ADV
economy-559	128	20	contributed	contribute	VERB
economy-559	128	21	immensely	immensely	ADV
economy-559	128	22	to	to	ADP
economy-559	128	23	both	both	CCONJ
economy-559	128	24	social	social	ADJ
economy-559	128	25	and	and	CCONJ
economy-559	128	26	political	political	ADJ
economy-559	128	27	activities	activity	NOUN
economy-559	128	28	and	and	CCONJ
economy-559	128	29	these	these	PRON
economy-559	128	30	also	also	ADV
economy-559	128	31	have	have	VERB
economy-559	128	32	considerable	considerable	ADJ
economy-559	128	33	impact	impact	NOUN
economy-559	128	34	on	on	ADP
economy-559	128	35	the	the	DET
economy-559	128	36	ghanaian	ghanaian	ADJ
economy-559	128	37	economy	economy	NOUN
economy-559	128	38	as	as	ADP
economy-559	128	39	a	a	DET
economy-559	128	40	whole	whole	NOUN
economy-559	128	41	.	.	PUNCT
economy-559	129	1	other	other	ADJ
economy-559	129	2	contributions	contribution	NOUN
economy-559	129	3	by	by	ADP
economy-559	129	4	skilled	skilled	ADJ
economy-559	129	5	migrants	migrant	NOUN
economy-559	129	6	include	include	VERB
economy-559	129	7	social	social	ADJ
economy-559	129	8	networking	networking	NOUN
economy-559	129	9	and	and	CCONJ
economy-559	129	10	philanthropy	philanthropy	NOUN
economy-559	129	11	because	because	SCONJ
economy-559	129	12	some	some	PRON
economy-559	129	13	of	of	ADP
economy-559	129	14	the	the	DET
economy-559	129	15	respondents	respondent	NOUN
economy-559	129	16	organize	organize	VERB
economy-559	129	17	charitable	charitable	ADJ
economy-559	129	18	businesses	business	NOUN
economy-559	129	19	that	that	PRON
economy-559	129	20	engage	engage	VERB
economy-559	129	21	in	in	ADP
economy-559	129	22	donations	donation	NOUN
economy-559	129	23	,	,	PUNCT
economy-559	129	24	health	health	NOUN
economy-559	129	25	issues	issue	NOUN
economy-559	129	26	,	,	PUNCT
economy-559	129	27	educational	educational	ADJ
economy-559	129	28	programmes	programme	NOUN
economy-559	129	29	as	as	ADV
economy-559	129	30	well	well	ADV
economy-559	129	31	as	as	ADP
economy-559	129	32	other	other	ADJ
economy-559	129	33	public	public	ADJ
economy-559	129	34	work	work	NOUN
economy-559	129	35	projects	project	NOUN
economy-559	129	36	in	in	ADP
economy-559	129	37	their	their	PRON
economy-559	129	38	home	home	NOUN
economy-559	129	39	towns	town	NOUN
economy-559	129	40	or	or	CCONJ
economy-559	129	41	villages	village	NOUN
economy-559	129	42	.	.	PUNCT
economy-559	130	1	many	many	ADJ
economy-559	130	2	ghanaian	ghanaian	PROPN
economy-559	130	3	who	who	PRON
economy-559	130	4	are	be	AUX
economy-559	130	5	very	very	ADV
economy-559	130	6	wealthy	wealthy	ADJ
economy-559	130	7	had	have	VERB
economy-559	130	8	some	some	DET
economy-559	130	9	private	private	ADJ
economy-559	130	10	charities	charity	NOUN
economy-559	130	11	and	and	CCONJ
economy-559	130	12	through	through	ADP
economy-559	130	13	social	social	ADJ
economy-559	130	14	networking	networking	NOUN
economy-559	130	15	,	,	PUNCT
economy-559	130	16	these	these	DET
economy-559	130	17	migrants	migrant	NOUN
economy-559	130	18	were	be	AUX
economy-559	130	19	able	able	ADJ
economy-559	130	20	to	to	PART
economy-559	130	21	bring	bring	VERB
economy-559	130	22	such	such	ADJ
economy-559	130	23	social	social	ADJ
economy-559	130	24	and	and	CCONJ
economy-559	130	25	economic	economic	ADJ
economy-559	130	26	activities	activity	NOUN
economy-559	130	27	to	to	PART
economy-559	130	28	bear	bear	VERB
economy-559	130	29	on	on	ADP
economy-559	130	30	their	their	PRON
economy-559	130	31	source	source	NOUN
economy-559	130	32	areas	area	NOUN
economy-559	130	33	.	.	PUNCT
economy-559	131	1	the	the	DET
economy-559	131	2	study	study	NOUN
economy-559	131	3	also	also	ADV
economy-559	131	4	showed	show	VERB
economy-559	131	5	that	that	SCONJ
economy-559	131	6	the	the	DET
economy-559	131	7	main	main	ADJ
economy-559	131	8	reasons	reason	NOUN
economy-559	131	9	behind	behind	ADP
economy-559	131	10	skilled	skilled	ADJ
economy-559	131	11	labour	labour	NOUN
economy-559	131	12	migration	migration	NOUN
economy-559	131	13	to	to	ADP
economy-559	131	14	kumasi	kumasi	NOUN
economy-559	131	15	was	be	AUX
economy-559	131	16	for	for	ADP
economy-559	131	17	professional	professional	ADJ
economy-559	131	18	development	development	NOUN
economy-559	131	19	,	,	PUNCT
economy-559	131	20	followed	follow	VERB
economy-559	131	21	by	by	ADP
economy-559	131	22	„	„	PUNCT
economy-559	131	23	earning	earn	VERB
economy-559	131	24	more	more	ADJ
economy-559	131	25	money‟	money‟	NOUN
economy-559	131	26	,	,	PUNCT
economy-559	131	27	unemployment	unemployment	NOUN
economy-559	131	28	in	in	ADP
economy-559	131	29	the	the	DET
economy-559	131	30	source	source	NOUN
economy-559	131	31	areas	area	NOUN
economy-559	131	32	and	and	CCONJ
economy-559	131	33	social	social	ADJ
economy-559	131	34	networking	networking	NOUN
economy-559	131	35	.	.	PUNCT
economy-559	132	1	apart	apart	ADV
economy-559	132	2	from	from	ADP
economy-559	132	3	these	these	DET
economy-559	132	4	factors	factor	NOUN
economy-559	132	5	,	,	PUNCT
economy-559	132	6	the	the	DET
economy-559	132	7	study	study	NOUN
economy-559	132	8	also	also	ADV
economy-559	132	9	indicated	indicate	VERB
economy-559	132	10	that	that	SCONJ
economy-559	132	11	a	a	DET
economy-559	132	12	lot	lot	NOUN
economy-559	132	13	of	of	ADP
economy-559	132	14	other	other	ADJ
economy-559	132	15	motivational	motivational	ADJ
economy-559	132	16	factors	factor	NOUN
economy-559	132	17	such	such	ADJ
economy-559	132	18	as	as	ADP
economy-559	132	19	lack	lack	NOUN
economy-559	132	20	of	of	ADP
economy-559	132	21	„	„	PUNCT
economy-559	132	22	social	social	ADJ
economy-559	132	23	and	and	CCONJ
economy-559	132	24	other	other	ADJ
economy-559	132	25	economic	economic	ADJ
economy-559	132	26	amenities‟	amenities‟	PROPN
economy-559	132	27	were	be	AUX
economy-559	132	28	factors	factor	NOUN
economy-559	132	29	that	that	PRON
economy-559	132	30	are	be	AUX
economy-559	132	31	responsible	responsible	ADJ
economy-559	132	32	for	for	ADP
economy-559	132	33	skilled	skilled	ADJ
economy-559	132	34	labour	labour	NOUN
economy-559	132	35	migration	migration	NOUN
economy-559	132	36	to	to	ADP
economy-559	132	37	kumasi	kumasi	NOUN
economy-559	132	38	from	from	ADP
economy-559	132	39	the	the	DET
economy-559	132	40	northern	northern	ADJ
economy-559	132	41	areas	area	NOUN
economy-559	132	42	of	of	ADP
economy-559	132	43	ghana	ghana	PROPN
economy-559	132	44	.	.	PUNCT
economy-559	133	1	8	8	X
economy-559	133	2	.	.	X
economy-559	133	3	conclusion	conclusion	NOUN
economy-559	133	4	and	and	CCONJ
economy-559	133	5	recommendations	recommendation	NOUN
economy-559	133	6	the	the	DET
economy-559	133	7	study	study	NOUN
economy-559	133	8	revealed	reveal	VERB
economy-559	133	9	that	that	SCONJ
economy-559	133	10	skilled	skilled	ADJ
economy-559	133	11	labour	labour	NOUN
economy-559	133	12	migration	migration	NOUN
economy-559	133	13	has	have	VERB
economy-559	133	14	a	a	DET
economy-559	133	15	significant	significant	ADJ
economy-559	133	16	effect	effect	NOUN
economy-559	133	17	on	on	ADP
economy-559	133	18	the	the	DET
economy-559	133	19	socio	socio	NOUN
economy-559	133	20	-	-	PUNCT
economy-559	133	21	economic	economic	ADJ
economy-559	133	22	development	development	NOUN
economy-559	133	23	of	of	ADP
economy-559	133	24	the	the	DET
economy-559	133	25	source	source	NOUN
economy-559	133	26	areas	area	NOUN
economy-559	133	27	.	.	PUNCT
economy-559	134	1	some	some	PRON
economy-559	134	2	of	of	ADP
economy-559	134	3	these	these	PRON
economy-559	134	4	include	include	VERB
economy-559	134	5	remittances	remittance	NOUN
economy-559	134	6	,	,	PUNCT
economy-559	134	7	philanthropy	philanthropy	NOUN
economy-559	134	8	,	,	PUNCT
economy-559	134	9	technology	technology	NOUN
economy-559	134	10	transfer	transfer	NOUN
economy-559	134	11	and	and	CCONJ
economy-559	134	12	social	social	ADJ
economy-559	134	13	networking	networking	NOUN
economy-559	134	14	.	.	PUNCT
economy-559	135	1	in	in	ADP
economy-559	135	2	order	order	NOUN
economy-559	135	3	to	to	PART
economy-559	135	4	improve	improve	VERB
economy-559	135	5	upon	upon	SCONJ
economy-559	135	6	the	the	DET
economy-559	135	7	significant	significant	ADJ
economy-559	135	8	effect	effect	NOUN
economy-559	135	9	of	of	ADP
economy-559	135	10	migration	migration	NOUN
economy-559	135	11	in	in	ADP
economy-559	135	12	reducing	reduce	VERB
economy-559	135	13	poverty	poverty	NOUN
economy-559	135	14	in	in	ADP
economy-559	135	15	the	the	DET
economy-559	135	16	source	source	NOUN
economy-559	135	17	areas	area	NOUN
economy-559	135	18	,	,	PUNCT
economy-559	135	19	it	it	PRON
economy-559	135	20	is	be	AUX
economy-559	135	21	important	important	ADJ
economy-559	135	22	that	that	SCONJ
economy-559	135	23	the	the	DET
economy-559	135	24	government	government	NOUN
economy-559	135	25	,	,	PUNCT
economy-559	135	26	district	district	NOUN
economy-559	135	27	assemblies	assembly	NOUN
economy-559	135	28	and	and	CCONJ
economy-559	135	29	other	other	ADJ
economy-559	135	30	stakeholders	stakeholder	NOUN
economy-559	135	31			NOUN
economy-559	135	32	focus	focus	VERB
economy-559	135	33	more	more	ADV
economy-559	135	34	on	on	ADP
economy-559	135	35	issues	issue	NOUN
economy-559	135	36	and	and	CCONJ
economy-559	135	37	other	other	ADJ
economy-559	135	38	affecting	affect	VERB
economy-559	135	39	migration	migration	NOUN
economy-559	135	40	in	in	ADP
economy-559	135	41	ghana	ghana	PROPN
economy-559	135	42	by	by	ADP
economy-559	135	43	identifying	identify	VERB
economy-559	135	44	the	the	DET
economy-559	135	45	factors	factor	NOUN
economy-559	135	46	that	that	PRON
economy-559	135	47	make	make	VERB
economy-559	135	48	people	people	NOUN
economy-559	135	49	to	to	PART
economy-559	135	50	migrate	migrate	VERB
economy-559	135	51	to	to	ADP
economy-559	135	52	the	the	DET
economy-559	135	53	other	other	ADJ
economy-559	135	54	areas	area	NOUN
economy-559	135	55	of	of	ADP
economy-559	135	56	the	the	DET
economy-559	135	57	country	country	NOUN
economy-559	135	58	and	and	CCONJ
economy-559	135	59	make	make	VERB
economy-559	135	60	provision	provision	NOUN
economy-559	135	61	for	for	ADP
economy-559	135	62	these	these	DET
economy-559	135	63	factors	factor	NOUN
economy-559	135	64	accordingly	accordingly	ADV
economy-559	135	65	.	.	PUNCT
economy-559	136	1			X
economy-559	136	2	to	to	PART
economy-559	136	3	invest	invest	VERB
economy-559	136	4	more	more	ADV
economy-559	136	5	in	in	ADP
economy-559	136	6	agriculture	agriculture	NOUN
economy-559	136	7	by	by	ADP
economy-559	136	8	making	make	VERB
economy-559	136	9	it	it	PRON
economy-559	136	10	more	more	ADV
economy-559	136	11	attractive	attractive	ADJ
economy-559	136	12	to	to	ADP
economy-559	136	13	the	the	DET
economy-559	136	14	people	people	NOUN
economy-559	136	15	in	in	ADP
economy-559	136	16	the	the	DET
economy-559	136	17	northern	northern	ADJ
economy-559	136	18	part	part	NOUN
economy-559	136	19	of	of	ADP
economy-559	136	20	ghana	ghana	PROPN
economy-559	136	21	.	.	PUNCT
economy-559	137	1			PROPN
economy-559	137	2	provide	provide	VERB
economy-559	137	3	incentives	incentive	NOUN
economy-559	137	4	to	to	ADP
economy-559	137	5	entrepreneurs	entrepreneur	NOUN
economy-559	137	6	and	and	CCONJ
economy-559	137	7	other	other	ADJ
economy-559	137	8	industrialists	industrialist	NOUN
economy-559	137	9	that	that	PRON
economy-559	137	10	would	would	AUX
economy-559	137	11	be	be	AUX
economy-559	137	12	willing	willing	ADJ
economy-559	137	13	to	to	PART
economy-559	137	14	invest	invest	VERB
economy-559	137	15	and	and	CCONJ
economy-559	137	16	establish	establish	VERB
economy-559	137	17	businesses	business	NOUN
economy-559	137	18	in	in	ADP
economy-559	137	19	the	the	DET
economy-559	137	20	northern	northern	ADJ
economy-559	137	21	part	part	NOUN
economy-559	137	22	of	of	ADP
economy-559	137	23	ghana	ghana	PROPN
economy-559	137	24	.	.	PUNCT
economy-559	138	1			X
economy-559	139	1	in	in	ADP
economy-559	139	2	view	view	NOUN
economy-559	139	3	of	of	ADP
economy-559	139	4	the	the	DET
economy-559	139	5	fact	fact	NOUN
economy-559	139	6	that	that	SCONJ
economy-559	139	7	skilled	skilled	ADJ
economy-559	139	8	labour	labour	NOUN
economy-559	139	9	migration	migration	NOUN
economy-559	139	10	has	have	AUX
economy-559	139	11	got	get	VERB
economy-559	139	12	a	a	DET
economy-559	139	13	considerable	considerable	ADJ
economy-559	139	14	impact	impact	NOUN
economy-559	139	15	on	on	ADP
economy-559	139	16	their	their	PRON
economy-559	139	17	families	family	NOUN
economy-559	139	18	in	in	ADP
economy-559	139	19	terms	term	NOUN
economy-559	139	20	of	of	ADP
economy-559	139	21	remittances	remittance	NOUN
economy-559	139	22	and	and	CCONJ
economy-559	139	23	other	other	ADJ
economy-559	139	24	social	social	ADJ
economy-559	139	25	issues	issue	NOUN
economy-559	139	26	,	,	PUNCT
economy-559	139	27	this	this	DET
economy-559	139	28	paper	paper	NOUN
economy-559	139	29	strongly	strongly	ADV
economy-559	139	30	advocates	advocate	VERB
economy-559	139	31	that	that	SCONJ
economy-559	139	32	policy	policy	NOUN
economy-559	139	33	makers	maker	NOUN
economy-559	139	34	should	should	AUX
economy-559	139	35	consider	consider	VERB
economy-559	139	36	reducing	reduce	VERB
economy-559	139	37	the	the	DET
economy-559	139	38	cost	cost	NOUN
economy-559	139	39	of	of	ADP
economy-559	139	40	sending	send	VERB
economy-559	139	41	monies	monie	NOUN
economy-559	139	42	back	back	ADV
economy-559	139	43	home	home	ADV
economy-559	139	44	as	as	ADV
economy-559	139	45	much	much	ADV
economy-559	139	46	as	as	ADP
economy-559	139	47	possible	possible	ADJ
economy-559	139	48	to	to	PART
economy-559	139	49	enable	enable	VERB
economy-559	139	50	the	the	DET
economy-559	139	51	migrants	migrant	NOUN
economy-559	139	52	to	to	PART
economy-559	139	53	conveniently	conveniently	ADV
economy-559	139	54	remit	remit	VERB
economy-559	139	55	monies	monie	NOUN
economy-559	139	56	to	to	ADP
economy-559	139	57	their	their	PRON
economy-559	139	58	families	family	NOUN
economy-559	139	59	.	.	PUNCT
economy-559	140	1			PROPN
economy-559	140	2	provide	provide	VERB
economy-559	140	3	more	more	ADV
economy-559	140	4	social	social	ADJ
economy-559	140	5	and	and	CCONJ
economy-559	140	6	economic	economic	ADJ
economy-559	140	7	amenities	amenity	NOUN
economy-559	140	8	and	and	CCONJ
economy-559	140	9	other	other	ADJ
economy-559	140	10	job	job	NOUN
economy-559	140	11	opportunities	opportunity	NOUN
economy-559	140	12	to	to	ADP
economy-559	140	13	the	the	DET
economy-559	140	14	people	people	NOUN
economy-559	140	15	in	in	ADP
economy-559	140	16	the	the	DET
economy-559	140	17	study	study	NOUN
economy-559	140	18	area	area	NOUN
economy-559	140	19	to	to	PART
economy-559	140	20	minimize	minimize	VERB
economy-559	140	21	the	the	DET
economy-559	140	22	exodus	exodus	NOUN
economy-559	140	23	of	of	ADP
economy-559	140	24	the	the	DET
economy-559	140	25	people	people	NOUN
economy-559	140	26	to	to	ADP
economy-559	140	27	the	the	DET
economy-559	140	28	other	other	ADJ
economy-559	140	29	centers	center	NOUN
economy-559	140	30	.	.	PUNCT
economy-559	141	1	references	reference	NOUN
economy-559	141	2	ackah	ackah	PROPN
economy-559	141	3	,	,	PUNCT
economy-559	141	4	c.	c.	PROPN
economy-559	141	5	and	and	CCONJ
economy-559	141	6	d.	d.	PROPN
economy-559	141	7	medvedev	medvedev	PROPN
economy-559	141	8	,	,	PUNCT
economy-559	141	9	2010	2010	NUM
economy-559	141	10	.	.	PUNCT
economy-559	142	1	internal	internal	ADJ
economy-559	142	2	migration	migration	NOUN
economy-559	142	3	in	in	ADP
economy-559	142	4	ghana	ghana	PROPN
economy-559	142	5	:	:	PUNCT
economy-559	142	6	determinants	determinant	NOUN
economy-559	142	7	and	and	CCONJ
economy-559	142	8	welfare	welfare	NOUN
economy-559	142	9	impacts	impact	NOUN
economy-559	142	10	.	.	PUNCT
economy-559	143	1	the	the	DET
economy-559	143	2	world	world	PROPN
economy-559	143	3	bank	bank	PROPN
economy-559	143	4	africa	africa	PROPN
economy-559	143	5	region	region	PROPN
economy-559	143	6	,	,	PUNCT
economy-559	143	7	west	west	PROPN
economy-559	143	8	africa	africa	PROPN
economy-559	143	9	poverty	poverty	NOUN
economy-559	143	10	reduction	reduction	NOUN
economy-559	143	11	and	and	CCONJ
economy-559	143	12	economic	economic	ADJ
economy-559	143	13	management	management	NOUN
economy-559	143	14	unit	unit	NOUN
economy-559	143	15	.	.	PUNCT
economy-559	144	1	policy	policy	NOUN
economy-559	144	2	research	research	NOUN
economy-559	144	3	working	working	NOUN
economy-559	144	4	paper	paper	NOUN
economy-559	144	5	no	no	INTJ
economy-559	144	6	.	.	PUNCT
economy-559	145	1	5273	5273	NUM
economy-559	145	2	.	.	PUNCT
economy-559	146	1	anarfi	anarfi	PROPN
economy-559	146	2	,	,	PUNCT
economy-559	146	3	j.	j.	PROPN
economy-559	146	4	,	,	PUNCT
economy-559	146	5	s.	s.	PROPN
economy-559	146	6	kwankye	kwankye	PROPN
economy-559	146	7	,	,	PUNCT
economy-559	146	8	a.	a.	NOUN
economy-559	146	9	ofosu	ofosu	PROPN
economy-559	146	10	-	-	PUNCT
economy-559	146	11	mensah	mensah	PROPN
economy-559	146	12	and	and	CCONJ
economy-559	146	13	r.	r.	PROPN
economy-559	146	14	tiemoko	tiemoko	PROPN
economy-559	146	15	,	,	PUNCT
economy-559	146	16	2003	2003	NUM
economy-559	146	17	.	.	PUNCT
economy-559	147	1	migration	migration	NOUN
economy-559	147	2	from	from	ADP
economy-559	147	3	and	and	CCONJ
economy-559	147	4	to	to	ADP
economy-559	147	5	ghana	ghana	PROPN
economy-559	147	6	.	.	PUNCT
economy-559	148	1	working	work	VERB
economy-559	148	2	paper	paper	NOUN
economy-559	148	3	c4	c4	NOUN
economy-559	148	4	.	.	PUNCT
economy-559	148	5	issued	issue	VERB
economy-559	148	6	by	by	ADP
economy-559	148	7	the	the	DET
economy-559	148	8	development	development	NOUN
economy-559	148	9	research	research	NOUN
economy-559	148	10	centre	centre	NOUN
economy-559	148	11	on	on	ADP
economy-559	148	12	migration	migration	NOUN
economy-559	148	13	,	,	PUNCT
economy-559	148	14	globalization	globalization	NOUN
economy-559	148	15	and	and	CCONJ
economy-559	148	16	poverty.legon	poverty.legon	PROPN
economy-559	148	17	:	:	PUNCT
economy-559	148	18	university	university	NOUN
economy-559	148	19	press	press	NOUN
economy-559	148	20	,	,	PUNCT
economy-559	148	21	university	university	NOUN
economy-559	148	22	of	of	ADP
economy-559	148	23	ghana	ghana	PROPN
economy-559	148	24	docquier	docquier	PROPN
economy-559	148	25	,	,	PUNCT
economy-559	148	26	f.	f.	PROPN
economy-559	148	27	and	and	CCONJ
economy-559	148	28	h.	h.	PROPN
economy-559	148	29	rapoport	rapoport	PROPN
economy-559	148	30	,	,	PUNCT
economy-559	148	31	2004	2004	NUM
economy-559	148	32	.	.	PUNCT
economy-559	149	1	skilled	skilled	ADJ
economy-559	149	2	and	and	CCONJ
economy-559	149	3	unskilled	unskilled	ADJ
economy-559	149	4	migration	migration	NOUN
economy-559	149	5	:	:	PUNCT
economy-559	149	6	the	the	DET
economy-559	149	7	perspective	perspective	NOUN
economy-559	149	8	of	of	ADP
economy-559	149	9	developing	develop	VERB
economy-559	149	10	countries	country	NOUN
economy-559	149	11	.	.	PUNCT
economy-559	150	1	policy	policy	NOUN
economy-559	150	2	research	research	NOUN
economy-559	150	3	working	working	NOUN
economy-559	150	4	paper	paper	NOUN
economy-559	150	5	series	series	PROPN
economy-559	150	6	no	no	PROPN
economy-559	150	7	.	.	PROPN
economy-559	150	8	3382	3382	NUM
economy-559	150	9	.	.	PUNCT
economy-559	151	1	washington	washington	PROPN
economy-559	151	2	,	,	PUNCT
economy-559	151	3	dc	dc	PROPN
economy-559	151	4	:	:	PUNCT
economy-559	151	5	world	world	PROPN
economy-559	151	6	bank	bank	PROPN
economy-559	151	7	.	.	PUNCT
economy-559	152	1	fei	fei	PROPN
economy-559	152	2	,	,	PUNCT
economy-559	152	3	j.c.h	j.c.h	ADJ
economy-559	152	4	.	.	PUNCT
economy-559	152	5	and	and	CCONJ
economy-559	152	6	g.	g.	PROPN
economy-559	152	7	ranis	ranis	PROPN
economy-559	152	8	,	,	PUNCT
economy-559	152	9	1964	1964	NUM
economy-559	152	10	.	.	PUNCT
economy-559	153	1	a	a	DET
economy-559	153	2	theory	theory	NOUN
economy-559	153	3	of	of	ADP
economy-559	153	4	economic	economic	ADJ
economy-559	153	5	development	development	NOUN
economy-559	153	6	.	.	PUNCT
economy-559	154	1	american	american	PROPN
economy-559	154	2	economic	economic	PROPN
economy-559	154	3	review	review	PROPN
economy-559	154	4	,	,	PUNCT
economy-559	154	5	51(4	51(4	NUM
economy-559	154	6	):	):	PUNCT
economy-559	154	7	533–565	533–565	NUM
economy-559	154	8	.	.	PUNCT
economy-559	155	1	hanson	hanson	PROPN
economy-559	155	2	,	,	PUNCT
economy-559	155	3	j.	j.	PROPN
economy-559	155	4	,	,	PUNCT
economy-559	155	5	1971	1971	NUM
economy-559	155	6	.	.	PUNCT
economy-559	156	1	employment	employment	NOUN
economy-559	156	2	and	and	CCONJ
economy-559	156	3	rural	rural	ADJ
economy-559	156	4	wages	wage	NOUN
economy-559	156	5	in	in	ADP
economy-559	156	6	egypt	egypt	PROPN
economy-559	156	7	:	:	PUNCT
economy-559	156	8	a	a	DET
economy-559	156	9	re	re	NOUN
economy-559	156	10	-	-	NOUN
economy-559	156	11	interpretation	interpretation	NOUN
economy-559	156	12	.	.	PUNCT
economy-559	157	1	american	american	PROPN
economy-559	157	2	economic	economic	PROPN
economy-559	157	3	review	review	PROPN
economy-559	157	4	,	,	PUNCT
economy-559	157	5	61(3	61(3	NUM
economy-559	157	6	):	):	PUNCT
economy-559	157	7	492	492	NUM
economy-559	157	8	-	-	SYM
economy-559	157	9	499	499	NUM
economy-559	157	10	.	.	PUNCT
economy-559	158	1	huang	huang	PROPN
economy-559	158	2	,	,	PUNCT
economy-559	158	3	c.	c.	PROPN
economy-559	158	4	,	,	PUNCT
economy-559	158	5	1971	1971	NUM
economy-559	158	6	.	.	PUNCT
economy-559	159	1	tenancy	tenancy	NOUN
economy-559	159	2	patterns	pattern	NOUN
economy-559	159	3	,	,	PUNCT
economy-559	159	4	productivity	productivity	NOUN
economy-559	159	5	,	,	PUNCT
economy-559	159	6	and	and	CCONJ
economy-559	159	7	rentals	rental	NOUN
economy-559	159	8	in	in	ADP
economy-559	159	9	malaysia	malaysia	PROPN
economy-559	159	10	.	.	PUNCT
economy-559	160	1	economic	economic	ADJ
economy-559	160	2	development	development	NOUN
economy-559	160	3	and	and	CCONJ
economy-559	160	4	cultural	cultural	ADJ
economy-559	160	5	change	change	NOUN
economy-559	160	6	,	,	PUNCT
economy-559	160	7	23(1	23(1	ADV
economy-559	160	8	):	):	PUNCT
economy-559	160	9	703	703	NUM
economy-559	160	10	-	-	SYM
economy-559	160	11	718	718	NUM
economy-559	160	12	.	.	PUNCT
economy-559	161	1	humberto	humberto	PROPN
economy-559	161	2	,	,	PUNCT
economy-559	161	3	l.	l.	PROPN
economy-559	161	4	,	,	PUNCT
economy-559	161	5	f.	f.	PROPN
economy-559	161	6	pablo	pablo	PROPN
economy-559	161	7	and	and	CCONJ
economy-559	161	8	a.a	a.a	PROPN
economy-559	161	9	.	.	PROPN
economy-559	161	10	pablo	pablo	PROPN
economy-559	161	11	,	,	PUNCT
economy-559	161	12	2007	2007	NUM
economy-559	161	13	.	.	PUNCT
economy-559	162	1	the	the	DET
economy-559	162	2	impact	impact	NOUN
economy-559	162	3	of	of	ADP
economy-559	162	4	remittances	remittance	NOUN
economy-559	162	5	on	on	ADP
economy-559	162	6	poverty	poverty	NOUN
economy-559	162	7	and	and	CCONJ
economy-559	162	8	human	human	ADJ
economy-559	162	9	capital	capital	NOUN
economy-559	162	10	:	:	PUNCT
economy-559	162	11	evidence	evidence	NOUN
economy-559	162	12	from	from	ADP
economy-559	162	13	latin	latin	ADJ
economy-559	162	14	american	american	ADJ
economy-559	162	15	household	household	NOUN
economy-559	162	16	surveys	survey	NOUN
economy-559	162	17	.	.	PUNCT
economy-559	163	1	world	world	NOUN
economy-559	163	2	bank	bank	PROPN
economy-559	163	3	policy	policy	NOUN
economy-559	163	4	research	research	NOUN
economy-559	163	5	working	working	NOUN
economy-559	163	6	paper	paper	NOUN
economy-559	163	7	no	no	INTJ
economy-559	163	8	.	.	PROPN
economy-559	163	9	4247	4247	NUM
economy-559	163	10	.	.	PUNCT
economy-559	164	1	iversen	iversen	PROPN
economy-559	164	2	,	,	PUNCT
economy-559	164	3	v.	v.	ADP
economy-559	164	4	,	,	PUNCT
economy-559	164	5	2006	2006	NUM
economy-559	164	6	.	.	PUNCT
economy-559	165	1	segmentation	segmentation	NOUN
economy-559	165	2	,	,	PUNCT
economy-559	165	3	network	network	NOUN
economy-559	165	4	multipliers	multiplier	NOUN
economy-559	165	5	and	and	CCONJ
economy-559	165	6	spillovers	spillover	NOUN
economy-559	165	7	:	:	PUNCT
economy-559	165	8	a	a	DET
economy-559	165	9	theory	theory	NOUN
economy-559	165	10	of	of	ADP
economy-559	165	11	rural	rural	ADJ
economy-559	165	12	urban	urban	ADJ
economy-559	165	13	migration	migration	NOUN
economy-559	165	14	for	for	ADP
economy-559	165	15	a	a	DET
economy-559	165	16	traditional	traditional	ADJ
economy-559	165	17	economy	economy	NOUN
economy-559	165	18	.	.	PUNCT
economy-559	166	1	university	university	NOUN
economy-559	166	2	of	of	ADP
economy-559	166	3	east	east	PROPN
economy-559	166	4	anglia	anglia	PROPN
economy-559	166	5	,	,	PUNCT
economy-559	166	6	working	work	VERB
economy-559	166	7	paper	paper	NOUN
economy-559	166	8	no	no	INTJ
economy-559	166	9	.	.	PUNCT
economy-559	167	1	t9	t9	PROPN
economy-559	167	2	.	.	PUNCT
economy-559	168	1	nayyar	nayyar	PROPN
economy-559	168	2	,	,	PUNCT
economy-559	168	3	d.	d.	PROPN
economy-559	168	4	,	,	PUNCT
economy-559	168	5	1998	1998	NUM
economy-559	168	6	.	.	PUNCT
economy-559	169	1	structural	structural	ADJ
economy-559	169	2	change	change	NOUN
economy-559	169	3	and	and	CCONJ
economy-559	169	4	the	the	DET
economy-559	169	5	migration	migration	NOUN
economy-559	169	6	process	process	NOUN
economy-559	169	7	.	.	PUNCT
economy-559	170	1	in	in	ADP
economy-559	170	2	:	:	PUNCT
economy-559	170	3	emigration	emigration	NOUN
economy-559	170	4	pressures	pressure	NOUN
economy-559	170	5	and	and	CCONJ
economy-559	170	6	structural	structural	ADJ
economy-559	170	7	change	change	NOUN
economy-559	170	8	:	:	PUNCT
economy-559	170	9	case	case	NOUN
economy-559	170	10	study	study	NOUN
economy-559	170	11	of	of	ADP
economy-559	170	12	indonesia	indonesia	PROPN
economy-559	170	13	.	.	PUNCT
economy-559	171	1	international	international	ADJ
economy-559	171	2	migration	migration	NOUN
economy-559	171	3	papers	paper	NOUN
economy-559	171	4	,	,	PUNCT
economy-559	171	5	no	no	INTJ
economy-559	171	6	.	.	NOUN
economy-559	171	7	20	20	NUM
economy-559	171	8	,	,	PUNCT
economy-559	171	9	isbn	isbn	ADJ
economy-559	171	10	92	92	NUM
economy-559	171	11	-	-	PUNCT
economy-559	171	12	2	2	NUM
economy-559	171	13	-	-	PUNCT
economy-559	171	14	110768	110768	NUM
economy-559	171	15	-	-	PUNCT
economy-559	171	16	x	x	NOUN
economy-559	171	17	,	,	PUNCT
economy-559	171	18	1997	1997	NUM
economy-559	171	19	,	,	PUNCT
economy-559	171	20	chapter	chapter	NOUN
economy-559	171	21	6	6	NUM
economy-559	171	22	.	.	PUNCT
economy-559	172	1	international	international	ADJ
economy-559	172	2	labour	labour	PROPN
economy-559	172	3	organization	organization	NOUN
economy-559	172	4	[	[	X
economy-559	172	5	i.	i.	PROPN
economy-559	172	6	l.	l.	PROPN
economy-559	173	1	o	o	PROPN
economy-559	173	2	]	]	X
economy-559	173	3	:	:	PUNCT
economy-559	173	4	geneva	geneva	PROPN
economy-559	173	5	,	,	PUNCT
economy-559	173	6	switzerland	switzerland	PROPN
economy-559	173	7	.	.	PUNCT
economy-559	174	1	norton	norton	PROPN
economy-559	174	2	,	,	PUNCT
economy-559	174	3	g.w	g.w	PROPN
economy-559	174	4	.	.	PROPN
economy-559	174	5	and	and	CCONJ
economy-559	174	6	j.	j.	PROPN
economy-559	174	7	alwang	alwang	PROPN
economy-559	174	8	,	,	PUNCT
economy-559	174	9	1993	1993	NUM
economy-559	174	10	.	.	PUNCT
economy-559	175	1	economics	economic	NOUN
economy-559	175	2	of	of	ADP
economy-559	175	3	agricultural	agricultural	ADJ
economy-559	175	4	development	development	NOUN
economy-559	175	5	.	.	PUNCT
economy-559	176	1	new	new	PROPN
economy-559	176	2	york	york	PROPN
economy-559	176	3	:	:	PUNCT
economy-559	176	4	mcgraw	mcgraw	PROPN
economy-559	176	5	-	-	PUNCT
economy-559	176	6	hill	hill	NOUN
economy-559	176	7	.	.	PUNCT
economy-559	177	1	ranis	ranis	PROPN
economy-559	177	2	,	,	PUNCT
economy-559	177	3	g.	g.	PROPN
economy-559	177	4	,	,	PUNCT
economy-559	177	5	1997	1997	NUM
economy-559	177	6	.	.	PUNCT
economy-559	178	1	the	the	DET
economy-559	178	2	micro	micro	NOUN
economy-559	178	3	-	-	NOUN
economy-559	178	4	economics	economic	NOUN
economy-559	178	5	of	of	ADP
economy-559	178	6	surplus	surplus	ADJ
economy-559	178	7	labour	labour	NOUN
economy-559	178	8	.	.	PUNCT
economy-559	179	1	discussion	discussion	NOUN
economy-559	179	2	paper	paper	NOUN
economy-559	180	1	no	no	INTJ
economy-559	180	2	.	.	PROPN
economy-559	181	1	772	772	NUM
economy-559	181	2	.	.	PUNCT
economy-559	182	1	yale	yale	PROPN
economy-559	182	2	university	university	PROPN
economy-559	182	3	.	.	PUNCT
economy-559	183	1	ratha	ratha	PROPN
economy-559	183	2	,	,	PUNCT
economy-559	183	3	d.	d.	PROPN
economy-559	183	4	,	,	PUNCT
economy-559	183	5	2005	2005	NUM
economy-559	183	6	.	.	PUNCT
economy-559	184	1	workers‟	workers‟	PRON
economy-559	184	2	remittances	remittance	VERB
economy-559	184	3	:	:	PUNCT
economy-559	184	4	an	an	DET
economy-559	184	5	important	important	ADJ
economy-559	184	6	and	and	CCONJ
economy-559	184	7	stable	stable	ADJ
economy-559	184	8	source	source	NOUN
economy-559	184	9	of	of	ADP
economy-559	184	10	external	external	ADJ
economy-559	184	11	development	development	NOUN
economy-559	184	12	finance	finance	NOUN
economy-559	184	13	.	.	PUNCT
economy-559	185	1	in	in	ADP
economy-559	185	2	s.	s.	PROPN
economy-559	185	3	m.	m.	PROPN
economy-559	185	4	maimbo	maimbo	PROPN
economy-559	185	5	&	&	CCONJ
economy-559	185	6	d.	d.	PROPN
economy-559	185	7	ratha	ratha	PROPN
economy-559	185	8	(	(	PUNCT
economy-559	185	9	eds	ed	NOUN
economy-559	185	10	.	.	PUNCT
economy-559	185	11	)	)	PUNCT
economy-559	185	12	.	.	PUNCT
economy-559	186	1	remittances	remittance	NOUN
economy-559	186	2	:	:	PUNCT
economy-559	186	3	development	development	NOUN
economy-559	186	4	impact	impact	NOUN
economy-559	186	5	and	and	CCONJ
economy-559	186	6	future	future	ADJ
economy-559	186	7	prospects	prospect	NOUN
economy-559	186	8	.	.	PUNCT
economy-559	187	1	washington	washington	PROPN
economy-559	187	2	,	,	PUNCT
economy-559	187	3	dc	dc	PROPN
economy-559	187	4	:	:	PUNCT
economy-559	187	5	world	world	PROPN
economy-559	187	6	bank	bank	PROPN
economy-559	187	7	.	.	PUNCT
economy-559	188	1	pp	pp	ADP
economy-559	188	2	:	:	PUNCT
economy-559	188	3	19–53	19–53	NUM
economy-559	188	4	.	.	PUNCT
economy-559	189	1	singh	singh	PROPN
economy-559	189	2	,	,	PUNCT
economy-559	189	3	s.k	s.k	PROPN
economy-559	189	4	.	.	PROPN
economy-559	189	5	and	and	CCONJ
economy-559	189	6	k.s	k.s	PROPN
economy-559	189	7	.	.	PROPN
economy-559	189	8	hari	hari	PROPN
economy-559	189	9	,	,	PUNCT
economy-559	189	10	2011	2011	NUM
economy-559	189	11	.	.	PUNCT
economy-559	190	1	international	international	ADJ
economy-559	190	2	migration	migration	NOUN
economy-559	190	3	,	,	PUNCT
economy-559	190	4	remittances	remittance	NOUN
economy-559	190	5	and	and	CCONJ
economy-559	190	6	its	its	PRON
economy-559	190	7	macroeconomic	macroeconomic	ADJ
economy-559	190	8	impact	impact	NOUN
economy-559	190	9	on	on	ADP
economy-559	190	10	other	other	ADJ
economy-559	190	11	parts	part	NOUN
economy-559	190	12	of	of	ADP
economy-559	190	13	ghana	ghana	PROPN
economy-559	190	14	economy	economy	NOUN
economy-559	190	15	.	.	PUNCT
economy-559	191	1	iim	iim	PROPN
economy-559	191	2	ahemdabad	ahemdabad	PROPN
economy-559	191	3	:	:	PUNCT
economy-559	191	4	research	research	NOUN
economy-559	191	5	and	and	CCONJ
economy-559	191	6	publication	publication	NOUN
economy-559	191	7	.	.	PUNCT
economy-559	192	1	sudman	sudman	NOUN
economy-559	192	2	,	,	PUNCT
economy-559	192	3	s.	s.	PROPN
economy-559	192	4	,	,	PUNCT
economy-559	192	5	1976	1976	NUM
economy-559	192	6	.	.	PUNCT
economy-559	193	1	applied	apply	VERB
economy-559	193	2	sampling	sampling	NOUN
economy-559	193	3	.	.	PUNCT
economy-559	194	1	new	new	PROPN
economy-559	194	2	york	york	PROPN
economy-559	194	3	:	:	PUNCT
economy-559	194	4	academic	academic	ADJ
economy-559	194	5	press	press	NOUN
economy-559	194	6	.	.	PUNCT
economy-559	195	1	todaro	todaro	NOUN
economy-559	195	2	,	,	PUNCT
economy-559	195	3	m.p	m.p	PROPN
economy-559	195	4	.	.	PROPN
economy-559	195	5	,	,	PUNCT
economy-559	195	6	1969	1969	NUM
economy-559	195	7	.	.	PUNCT
economy-559	196	1	a	a	DET
economy-559	196	2	model	model	NOUN
economy-559	196	3	of	of	ADP
economy-559	196	4	labour	labour	NOUN
economy-559	196	5	migration	migration	NOUN
economy-559	196	6	and	and	CCONJ
economy-559	196	7	urban	urban	ADJ
economy-559	196	8	unemployment	unemployment	NOUN
economy-559	196	9	in	in	ADP
economy-559	196	10	less	less	ADJ
economy-559	196	11	developed	developed	ADJ
economy-559	196	12	countries	country	NOUN
economy-559	196	13	.	.	PUNCT
economy-559	197	1	american	american	PROPN
economy-559	197	2	economic	economic	PROPN
economy-559	197	3	review	review	PROPN
economy-559	197	4	,	,	PUNCT
economy-559	197	5	1(59	1(59	NUM
economy-559	197	6	):	):	PUNCT
economy-559	197	7	138–148	138–148	NUM
economy-559	197	8	.	.	PUNCT
economy-559	198	1	todaro	todaro	NOUN
economy-559	198	2	,	,	PUNCT
economy-559	198	3	m.p	m.p	PROPN
economy-559	198	4	.	.	PROPN
economy-559	198	5	,	,	PUNCT
economy-559	198	6	1997	1997	NUM
economy-559	198	7	.	.	PUNCT
economy-559	199	1	urbanization	urbanization	NOUN
economy-559	199	2	,	,	PUNCT
economy-559	199	3	unemployment	unemployment	NOUN
economy-559	199	4	and	and	CCONJ
economy-559	199	5	migration	migration	NOUN
economy-559	199	6	in	in	ADP
economy-559	199	7	africa	africa	PROPN
economy-559	199	8	:	:	PUNCT
economy-559	199	9	theory	theory	NOUN
economy-559	199	10	and	and	CCONJ
economy-559	199	11	policy	policy	NOUN
economy-559	199	12	.	.	PUNCT
economy-559	200	1	paper	paper	NOUN
economy-559	200	2	prepared	prepare	VERB
economy-559	200	3	for	for	ADP
economy-559	200	4	reviewing	review	VERB
economy-559	200	5	social	social	ADJ
economy-559	200	6	and	and	CCONJ
economy-559	200	7	economic	economic	ADJ
economy-559	200	8	progress	progress	NOUN
economy-559	200	9	in	in	ADP
economy-559	200	10	africa	africa	PROPN
economy-559	200	11	no	no	DET
economy-559	200	12	104	104	PROPN
economy-559	200	13	.	.	PUNCT
economy-559	201	1	macmillan	macmillan	PROPN
economy-559	201	2	.	.	PUNCT
economy-559	202	1	twumasi	twumasi	PROPN
economy-559	202	2	-	-	PUNCT
economy-559	202	3	ankrah	ankrah	PROPN
economy-559	202	4	,	,	PUNCT
economy-559	202	5	k.	k.	PROPN
economy-559	202	6	,	,	PUNCT
economy-559	202	7	1995	1995	NUM
economy-559	202	8	.	.	PUNCT
economy-559	203	1	rural	rural	ADJ
economy-559	203	2	urban	urban	ADJ
economy-559	203	3	migration	migration	NOUN
economy-559	203	4	and	and	CCONJ
economy-559	203	5	socio	socio	NOUN
economy-559	203	6	-	-	PUNCT
economy-559	203	7	economic	economic	ADJ
economy-559	203	8	development	development	NOUN
economy-559	203	9	in	in	ADP
economy-559	203	10	ghana	ghana	PROPN
economy-559	203	11	:	:	PUNCT
economy-559	203	12	some	some	DET
economy-559	203	13	discussions	discussion	NOUN
economy-559	203	14	.	.	PUNCT
economy-559	204	1	journal	journal	NOUN
economy-559	204	2	of	of	ADP
economy-559	204	3	social	social	ADJ
economy-559	204	4	development	development	NOUN
economy-559	204	5	in	in	ADP
economy-559	204	6	africa	africa	PROPN
economy-559	204	7	,	,	PUNCT
economy-559	204	8	7	7	NUM
economy-559	204	9	,	,	PUNCT
economy-559	204	10	20	20	NUM
economy-559	204	11	,	,	PUNCT
economy-559	204	12	april	april	PROPN
economy-559	204	13	:	:	PUNCT
economy-559	204	14	339	339	NUM
economy-559	204	15	-	-	SYM
economy-559	204	16	356	356	NUM
economy-559	204	17	.	.	PUNCT
economy-559	205	1	economy	economy	NOUN
economy-559	205	2	,	,	PUNCT
economy-559	205	3	2014	2014	NUM
economy-559	205	4	,	,	PUNCT
economy-559	205	5	1	1	NUM
economy-559	205	6	(	(	PUNCT
economy-559	205	7	3	3	NUM
economy-559	205	8	):	):	PUNCT
economy-559	205	9	89	89	NUM
economy-559	205	10	-	-	SYM
economy-559	205	11	94	94	NUM
economy-559	205	12	95	95	NUM
economy-559	205	13	bibliography	bibliography	NOUN
economy-559	205	14	beine	beine	NOUN
economy-559	205	15	,	,	PUNCT
economy-559	205	16	d.m	d.m	PROPN
economy-559	205	17	.	.	PROPN
economy-559	205	18	and	and	CCONJ
economy-559	205	19	h.	h.	PROPN
economy-559	205	20	rapoport	rapoport	PROPN
economy-559	205	21	,	,	PUNCT
economy-559	205	22	2002	2002	NUM
economy-559	205	23	.	.	PUNCT
economy-559	206	1	brain	brain	NOUN
economy-559	206	2	drain	drain	NOUN
economy-559	206	3	and	and	CCONJ
economy-559	206	4	ldcs‟	ldcs‟	PROPN
economy-559	206	5	growth	growth	NOUN
economy-559	206	6	:	:	PUNCT
economy-559	206	7	winners	winner	NOUN
economy-559	206	8	and	and	CCONJ
economy-559	206	9	losers	loser	NOUN
economy-559	206	10	.	.	PUNCT
economy-559	207	1	institute	institute	PROPN
economy-559	207	2	for	for	ADP
economy-559	207	3	study	study	NOUN
economy-559	207	4	of	of	ADP
economy-559	207	5	labour	labour	PROPN
economy-559	207	6	(	(	PUNCT
economy-559	207	7	iza	iza	PROPN
economy-559	207	8	)	)	PUNCT
economy-559	207	9	dp	dp	PROPN
economy-559	207	10	,	,	PUNCT
economy-559	207	11	no	no	INTJ
economy-559	207	12	.	.	NOUN
economy-559	207	13	819	819	NUM
economy-559	207	14	,	,	PUNCT
economy-559	207	15	october	october	PROPN
economy-559	207	16	2002	2002	NUM
economy-559	207	17	.	.	PUNCT
economy-559	208	1	kapur	kapur	PROPN
economy-559	208	2	,	,	PUNCT
economy-559	208	3	d.	d.	PROPN
economy-559	208	4	and	and	CCONJ
economy-559	208	5	j.	j.	PROPN
economy-559	208	6	mchale	mchale	PROPN
economy-559	208	7	,	,	PUNCT
economy-559	208	8	2005	2005	NUM
economy-559	208	9	.	.	PUNCT
economy-559	208	10	give	give	VERB
economy-559	208	11	us	we	PRON
economy-559	208	12	your	your	PRON
economy-559	208	13	best	good	ADJ
economy-559	208	14	and	and	CCONJ
economy-559	208	15	brightest	bright	ADJ
economy-559	208	16	:	:	PUNCT
economy-559	208	17	the	the	DET
economy-559	208	18	global	global	ADJ
economy-559	208	19	hunt	hunt	NOUN
economy-559	208	20	for	for	ADP
economy-559	208	21	talent	talent	NOUN
economy-559	208	22	and	and	CCONJ
economy-559	208	23	its	its	PRON
economy-559	208	24	impact	impact	NOUN
economy-559	208	25	on	on	ADP
economy-559	208	26	the	the	DET
economy-559	208	27	developing	develop	VERB
economy-559	208	28	world	world	NOUN
economy-559	208	29	.	.	PUNCT
economy-559	209	1	washington	washington	PROPN
economy-559	209	2	dc	dc	PROPN
economy-559	209	3	:	:	PUNCT
economy-559	209	4	centre	centre	NOUN
economy-559	209	5	for	for	ADP
economy-559	209	6	global	global	ADJ
economy-559	209	7	development	development	PROPN
economy-559	209	8	/	/	SYM
economy-559	209	9	brookings	brookings	PROPN
economy-559	209	10	institution	institution	NOUN
economy-559	209	11	press	press	NOUN
economy-559	209	12	.	.	PUNCT
economy-559	210	1	khadria	khadria	PROPN
economy-559	210	2	,	,	PUNCT
economy-559	210	3	b.	b.	PROPN
economy-559	210	4	,	,	PUNCT
economy-559	210	5	1999	1999	NUM
economy-559	210	6	.	.	PUNCT
economy-559	211	1	the	the	DET
economy-559	211	2	migration	migration	NOUN
economy-559	211	3	of	of	ADP
economy-559	211	4	knowledge	knowledge	NOUN
economy-559	211	5	workers	worker	NOUN
economy-559	211	6	:	:	PUNCT
economy-559	211	7	second	second	ADJ
economy-559	211	8	-	-	PUNCT
economy-559	211	9	generation	generation	NOUN
economy-559	211	10	effects	effect	NOUN
economy-559	211	11	of	of	ADP
economy-559	211	12	other	other	ADJ
economy-559	211	13	parts	part	NOUN
economy-559	211	14	of	of	ADP
economy-559	211	15	ghana	ghana	PROPN
economy-559	211	16	's	's	PART
economy-559	211	17	brain	brain	NOUN
economy-559	211	18	drain	drain	NOUN
economy-559	211	19	.	.	PUNCT
economy-559	212	1	new	new	ADJ
economy-559	212	2	delhi	delhi	PROPN
economy-559	212	3	:	:	PUNCT
economy-559	212	4	sage	sage	NOUN
economy-559	212	5	publications	publication	NOUN
economy-559	212	6	.	.	PUNCT
economy-559	213	1	lowell	lowell	PROPN
economy-559	213	2	,	,	PUNCT
economy-559	213	3	l.b	l.b	PROPN
economy-559	213	4	.	.	PROPN
economy-559	213	5	and	and	CCONJ
economy-559	213	6	a.m.	a.m.	PROPN
economy-559	213	7	findlay	findlay	PROPN
economy-559	213	8	,	,	PUNCT
economy-559	213	9	2002	2002	NUM
economy-559	213	10	.	.	PUNCT
economy-559	214	1	migration	migration	NOUN
economy-559	214	2	of	of	ADP
economy-559	214	3	highly	highly	ADV
economy-559	214	4	skilled	skilled	ADJ
economy-559	214	5	and	and	CCONJ
economy-559	214	6	unskilled	unskilled	ADJ
economy-559	214	7	persons	person	NOUN
economy-559	214	8	from	from	ADP
economy-559	214	9	developing	develop	VERB
economy-559	214	10	countries	country	NOUN
economy-559	214	11	:	:	PUNCT
economy-559	214	12	impact	impact	NOUN
economy-559	214	13	and	and	CCONJ
economy-559	214	14	policy	policy	NOUN
economy-559	214	15	responses	response	NOUN
economy-559	214	16	-	-	PUNCT
economy-559	214	17	synthesis	synthesis	NOUN
economy-559	214	18	report	report	NOUN
economy-559	214	19	.	.	PUNCT
economy-559	215	1	international	international	ADJ
economy-559	215	2	migration	migration	NOUN
economy-559	215	3	papers	paper	NOUN
economy-559	215	4	no	no	INTJ
economy-559	215	5	.	.	NOUN
economy-559	215	6	44	44	NUM
economy-559	215	7	,	,	PUNCT
economy-559	215	8	international	international	ADJ
economy-559	215	9	labour	labour	PROPN
economy-559	215	10	office	office	PROPN
economy-559	215	11	,	,	PUNCT
economy-559	215	12	geneva	geneva	PROPN
economy-559	215	13	.	.	PROPN
economy-559	215	14	mccormick	mccormick	PROPN
economy-559	215	15	,	,	PUNCT
economy-559	215	16	b.	b.	PROPN
economy-559	215	17	and	and	CCONJ
economy-559	215	18	j.	j.	PROPN
economy-559	215	19	wahba	wahba	PROPN
economy-559	215	20	,	,	PUNCT
economy-559	215	21	2000	2000	NUM
economy-559	215	22	.	.	PUNCT
economy-559	216	1	return	return	VERB
economy-559	216	2	migration	migration	NOUN
economy-559	216	3	and	and	CCONJ
economy-559	216	4	entrepreneurship	entrepreneurship	NOUN
economy-559	216	5	in	in	ADP
economy-559	216	6	egypt	egypt	PROPN
economy-559	216	7	.	.	PUNCT
economy-559	217	1	southampton	southampton	PROPN
economy-559	217	2	:	:	PUNCT
economy-559	217	3	university	university	PROPN
economy-559	217	4	of	of	ADP
economy-559	217	5	southampton	southampton	PROPN
economy-559	217	6	.	.	PUNCT
economy-559	218	1	pp	pp	ADP
economy-559	218	2	:	:	PUNCT
economy-559	218	3	1	1	NUM
economy-559	218	4	-	-	SYM
economy-559	218	5	32	32	NUM
economy-559	218	6	.	.	PUNCT
economy-559	218	7	views	view	NOUN
economy-559	218	8	and	and	CCONJ
economy-559	218	9	opinions	opinion	NOUN
economy-559	218	10	expressed	express	VERB
economy-559	218	11	in	in	ADP
economy-559	218	12	this	this	DET
economy-559	218	13	article	article	NOUN
economy-559	218	14	are	be	AUX
economy-559	218	15	the	the	DET
economy-559	218	16	views	view	NOUN
economy-559	218	17	and	and	CCONJ
economy-559	218	18	opinions	opinion	NOUN
economy-559	218	19	of	of	ADP
economy-559	218	20	the	the	DET
economy-559	218	21	authors	author	NOUN
economy-559	218	22	,	,	PUNCT
economy-559	218	23	economy	economy	NOUN
economy-559	218	24	shall	shall	AUX
economy-559	218	25	not	not	PART
economy-559	218	26	be	be	AUX
economy-559	218	27	responsible	responsible	ADJ
economy-559	218	28	or	or	CCONJ
economy-559	218	29	answerable	answerable	ADJ
economy-559	218	30	for	for	ADP
economy-559	218	31	any	any	DET
economy-559	218	32	loss	loss	NOUN
economy-559	218	33	,	,	PUNCT
economy-559	218	34	damage	damage	NOUN
economy-559	218	35	or	or	CCONJ
economy-559	218	36	liability	liability	NOUN
economy-559	218	37	etc	etc	X
economy-559	218	38	.	.	X
economy-559	219	1	caused	cause	VERB
economy-559	219	2	in	in	ADP
economy-559	219	3	relation	relation	NOUN
economy-559	219	4	to	to	PART
economy-559	219	5	/	/	PUNCT
economy-559	219	6	arising	arise	VERB
economy-559	219	7	out	out	ADP
economy-559	219	8	of	of	ADP
economy-559	219	9	the	the	DET
economy-559	219	10	use	use	NOUN
economy-559	219	11	of	of	ADP
economy-559	219	12	the	the	DET
economy-559	219	13	content	content	NOUN
economy-559	219	14	.	.	PUNCT